diff --git a/TP_Apprentissage.ipynb b/TP_Apprentissage.ipynb
new file mode 100644
index 0000000..1ea0cf6
--- /dev/null
+++ b/TP_Apprentissage.ipynb
@@ -0,0 +1,699 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "708117bc",
+ "metadata": {},
+ "source": [
+ "# TP Clustering 5e SDBD A1 \n",
+ "**`LARTIGUE Auriane & MOUKHLIS Nabil`**"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "6c70595b",
+ "metadata": {},
+ "source": [
+ "***\n",
+ "### `Clustering k-Means` \n",
+ "***"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "3d74e5ef",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from scipy.io import arff\n",
+ "from sklearn import cluster\n",
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "import time\n",
+ "from sklearn import metrics\n",
+ "\n",
+ "path = './artificial/'\n",
+ "dataset=[\"2d-10c\",\"diamond9\", \"twenty\", \"spiral\",\"banana\",\"curves1\"]\n",
+ " \n",
+ "\n",
+ "\n",
+ "def plot(x,y,dim,labels=\"blue\",title=\"Title\",z=[]):\n",
+ " if dim==2:\n",
+ " plt.figure(figsize=(12,12))\n",
+ " plt.scatter(x,y,c=labels)\n",
+ " plt.title(title)\n",
+ " plt.show()\n",
+ " elif dim==3:\n",
+ " fig = plt.figure(figsize=(20,20))\n",
+ " ax = plt.axes(projection='3d')\n",
+ " ax.scatter3D(x,y,z, c=labels)\n",
+ " ax.set_title(title)\n",
+ " else:\n",
+ " print(\"Dimension non supportée\")\n",
+ " \n",
+ "\n",
+ "def calcul_kmeans(data_tab,deb,fin,method=\"silhouette\",dim=2):\n",
+ " times=[]\n",
+ " grades=[]\n",
+ " max_value=0\n",
+ " if(method==\"silhouette\"):\n",
+ " for k in range(deb,fin):\n",
+ " start=time.time() \n",
+ " kmeans = cluster.KMeans(n_clusters=k).fit(data_tab)\n",
+ " end=time.time()\n",
+ " labels = kmeans.labels_\n",
+ " score = metrics.silhouette_score(data_tab,labels,metric = 'euclidean')\n",
+ " grades.append(score)\n",
+ " times.append(end-start)\n",
+ " max_value = max(grades)\n",
+ " elif method==\"bouldin\":\n",
+ " for k in range(deb,fin):\n",
+ " start=time.time()\n",
+ " kmeans = cluster.KMeans(n_clusters=k).fit(data_tab)\n",
+ " end=time.time()\n",
+ " labels = kmeans.labels_\n",
+ " score = metrics.davies_bouldin_score(data_tab,labels)\n",
+ " grades.append(score)\n",
+ " times.append(end-start)\n",
+ " max_value = min(grades)\n",
+ " elif method==\"calinski\":\n",
+ " for k in range(deb,fin):\n",
+ " start=time.time()\n",
+ " kmeans = cluster.KMeans(n_clusters=k).fit(data_tab)\n",
+ " end=time.time()\n",
+ " labels = kmeans.labels_\n",
+ " score = metrics.calinski_harabasz_score(data_tab,labels)\n",
+ " grades.append(score)\n",
+ " times.append(end-start)\n",
+ " max_value = max(grades)\n",
+ " else:\n",
+ " print(\"Methode pas reconnue\")\n",
+ " return -1\n",
+ "\n",
+ " plt.figure(figsize=(12,12))\n",
+ " plt.subplot(121,title=\"Score\")\n",
+ " plt.scatter(range(deb,fin),grades)\n",
+ " plt.plot(range(deb,fin),grades,c='red')\n",
+ " plt.subplot(122,title=\"Temps\")\n",
+ " plt.scatter(range(deb,fin),times)\n",
+ " plt.plot(range(deb,fin),times,c='red')\n",
+ " plt.suptitle(method)\n",
+ " plt.show()\n",
+ " max_index = grades.index(max_value)\n",
+ " print(max_value)\n",
+ " print(times[max_index])\n",
+ " clusters = cluster.KMeans(n_clusters=max_index+deb).fit_predict(data_tab)\n",
+ " f0 = [f[0] for f in data_tab]\n",
+ " f1 = [f[1] for f in data_tab]\n",
+ " title = \"K-Means Clustering, k=\"+str(max_index+deb)+\", \" + method\n",
+ " if(dim==3):\n",
+ " f2 = [f[2] for f in data_tab]\n",
+ " plot(f0,f1,3,clusters,title,f2)\n",
+ " else:\n",
+ " plot(f0,f1,2,clusters,title)\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "for nameData in dataset :\n",
+ " databrut = arff.loadarff(open(path+nameData+\".arff\", 'r'))\n",
+ " data = [[x[0],x[1]] for x in databrut[0]]\n",
+ " calcul_kmeans(data,2,21,method=\"silhouette\")\n",
+ " calcul_kmeans(data,2,21,method=\"bouldin\")\n",
+ " calcul_kmeans(data,2,21,method=\"calinski\")\n",
+ " pass\n",
+ "\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "9333ee4b",
+ "metadata": {},
+ "source": [
+ "***\n",
+ "### `Clustering agglomératif` \n",
+ "***"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 61,
+ "id": "4bde2615",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Durée: 4.614596128463745\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Durée: 7.651881217956543\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Durée: 7.385230779647827\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Durée: 7.271744966506958\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "path = './artificial/'\n",
+ "databrut = arff.loadarff(open(path+\"disk-4500n.arff\", 'r'))\n",
+ "data = [[x[0],x[1]] for x in databrut[0]]\n",
+ "dataset=[\"donut1\",\"2d-10c\",\"R15\"]\n",
+ "dataset=[\"disk-4500n\"]\n",
+ "\n",
+ "\n",
+ "def calcul_agglo(data_tab,linkage,deb,fin,method=\"silhouette\",dim=2):\n",
+ " agglo = []\n",
+ " grades = []\n",
+ " times = []\n",
+ " start_time = time.time()\n",
+ " if(method==\"silhouette\"):\n",
+ " for k in range(deb,fin):\n",
+ " start=time.time() \n",
+ " agglo = cluster.AgglomerativeClustering(n_clusters=k,linkage=linkage).fit(data_tab)\n",
+ " end=time.time()\n",
+ " labels = agglo.labels_\n",
+ " score = metrics.silhouette_score(data_tab,labels,metric = 'euclidean')\n",
+ " grades.append(score)\n",
+ " times.append(end-start)\n",
+ " elif method==\"bouldin\":\n",
+ " for k in range(deb,fin):\n",
+ " start=time.time()\n",
+ " agglo = cluster.AgglomerativeClustering(n_clusters=k,linkage=linkage).fit(data_tab)\n",
+ " end=time.time()\n",
+ " labels = agglo.labels_\n",
+ " score = metrics.davies_bouldin_score(data_tab,labels)\n",
+ " grades.append(score)\n",
+ " times.append(end-start)\n",
+ " elif method==\"calinski\":\n",
+ " for k in range(deb,fin):\n",
+ " start=time.time()\n",
+ " agglo = cluster.AgglomerativeClustering(n_clusters=k,linkage=linkage).fit(data_tab)\n",
+ " end=time.time()\n",
+ " labels = agglo.labels_\n",
+ " score = metrics.calinski_harabasz_score(data_tab,labels)\n",
+ " grades.append(score)\n",
+ " times.append(end-start)\n",
+ " else:\n",
+ " print(\"Methode pas reconnue\")\n",
+ " return -1\n",
+ " end_time=time.time()\n",
+ " print(\"Durée: \"+str(end_time-start_time))\n",
+ " max_value = max(grades)\n",
+ " max_index = grades.index(max_value)\n",
+ " agglo = cluster.AgglomerativeClustering(n_clusters=max_index+deb,linkage=linkage).fit_predict(data_tab)\n",
+ " f0 = [f[0] for f in data_tab]\n",
+ " f1 = [f[1] for f in data_tab]\n",
+ " title = \"Agglomerative Clustering, k=\"+str(max_index+deb)+\", \" + method+\", \"+linkage\n",
+ " if(dim==3):\n",
+ " f2 = [f[2] for f in data_tab]\n",
+ " plot(f0,f1,3,agglo,title,z=f2)\n",
+ " else:\n",
+ " plot(f0,f1,2,agglo,title)\n",
+ " \n",
+ "\n",
+ "for nameData in dataset :\n",
+ " databrut = arff.loadarff(open(path+nameData+\".arff\", 'r'))\n",
+ " data = [[x[0],x[1]] for x in databrut[0]]\n",
+ " calcul_agglo(data,'single',2,20)\n",
+ " calcul_agglo(data,'ward',2,20)\n",
+ " calcul_agglo(data,'average',2,20)\n",
+ " calcul_agglo(data,'complete',2,20)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "6c76b3c9",
+ "metadata": {},
+ "source": [
+ "***\n",
+ "### `Clustering DBSCAN` \n",
+ "***"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 133,
+ "id": "d9a8fa64",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "BRUIT : 7.875\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "from operator import itemgetter\n",
+ "\n",
+ "path = './artificial/'\n",
+ "dataName = \"cluto-t4-8k\" #cluto-t4-8k.arff ; cluto-t5-8k.arff ; cluto-t7-10k.arff ; dense-disk-3000\n",
+ "databrut = arff.loadarff(open(path+dataName+\".arff\", 'r'))\n",
+ "data = [[x[0],x[1]] for x in databrut[0]]\n",
+ "f0 = [f[0] for f in data]\n",
+ "f1 = [f[1] for f in data]\n",
+ "plt.scatter(f0, f1, s=8)\n",
+ "plt.title(\"Donnees initiales\")\n",
+ "plt.show()\n",
+ "\n",
+ "dataset=[\"2d-10c\"]\n",
+ "\n",
+ "def calcul_dbscan(data_tab,dist_min,dist_max,dist_step,nb_min,nb_max,dim=2):\n",
+ " grades=[]\n",
+ " for dist in np.arange(dist_min,dist_max,dist_step) :\n",
+ " for nb in range(nb_min,nb_max):\n",
+ " start=time.time()\n",
+ " db = cluster.DBSCAN(eps=dist,min_samples=nb).fit(data_tab) \n",
+ " end=time.time()\n",
+ " labels = db.labels_\n",
+ " try:\n",
+ " score = metrics.silhouette_score(data_tab,labels)\n",
+ " except ValueError:\n",
+ " score=0\n",
+ " grades.append((dist,nb,score))\n",
+ " #print(grades)\n",
+ " max_tuple = max(grades, key=itemgetter(2))\n",
+ " #print(max_tuple)\n",
+ " clusters = cluster.DBSCAN(eps=max_tuple[0],min_samples=max_tuple[1]).fit_predict(data_tab)\n",
+ " \n",
+ " if(len(clusters)!=0):\n",
+ " print(\"BRUIT :\",100*(clusters.tolist().count(-1)/len(clusters)))\n",
+ " else:\n",
+ " print(\"BRUIT : Problème, liste vide\")\n",
+ " \n",
+ " f0 = [f[0] for f in data_tab]\n",
+ " f1 = [f[1] for f in data_tab]\n",
+ " title = \"DBSCAN Clustering, eps=\"+str(max_tuple[0])+ ', min_samples='+str(max_tuple[1])+', clusters='+str(max(clusters)+1)\n",
+ " if(dim==3):\n",
+ " f2 = [f[2] for f in data_tab]\n",
+ " plot(f0,f1,3,clusters,title,z=f2)\n",
+ " else:\n",
+ " plot(f0,f1,2,clusters,title)\n",
+ "\n",
+ "# cluto-t4-8k.arff\n",
+ "calcul_dbscan(data,dist_min=9,dist_max=11,dist_step=1,nb_min=15,nb_max=20,dim=2)\n",
+ "\n",
+ "# cluto-t5-8k.arff\n",
+ "# calcul_dbscan(data,dist_min=5,dist_max=9,dist_step=1,nb_min=15,nb_max=20,dim=2)\n",
+ "\n",
+ "# cluto-t7-10k.arff\n",
+ "# calcul_dbscan(data,dist_min=13,dist_max=15,dist_step=1,nb_min=25,nb_max=27,dim=2)\n",
+ "\n",
+ "# Dataset dense-disk-3000.arff\n",
+ "# calcul_dbscan(data,dist_min=0.05,dist_max=1,dist_step=0.05,nb_min=2,nb_max=7,dim=2)\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "43351f20",
+ "metadata": {},
+ "source": [
+ "***\n",
+ "### `Clustering HDBSCAN` \n",
+ "***"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "005e4c27",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/plain": [
+ "'\\nclusterer = hdbscan.HDBSCAN(min_samples=1)\\ncluster_labels = clusterer.fit_predict(data)\\nplt.figure(figsize=(12,12))\\nplt.scatter(f0,f1,c=cluster_labels)\\nplt.show()\\n'"
+ ]
+ },
+ "execution_count": 4,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "from hdbscan import HDBSCAN\n",
+ "from operator import itemgetter\n",
+ "\n",
+ "path = './artificial/'\n",
+ "dataName = \"cluto-t4-8k\" # cluto-t4-8k ; cluto-t5-8k ; cluto-t7-10k ; dense-disk-3000 \n",
+ "databrut = arff.loadarff(open(path+dataName+\".arff\", 'r'))\n",
+ "data = [[x[0],x[1]] for x in databrut[0]]\n",
+ "f0 = [f[0] for f in data]\n",
+ "f1 = [f[1] for f in data]\n",
+ "plt.scatter(f0, f1, s=8)\n",
+ "plt.title(\"Donnees initiales\")\n",
+ "plt.show()\n",
+ "\n",
+ "def calcul_hdbscan(data_tab,nb_min,nb_max,dim=2):\n",
+ " #import hdbscan\n",
+ " grades=[]\n",
+ " for nb in range(nb_min,nb_max):\n",
+ " start=time.time()\n",
+ " db = HDBSCAN(min_cluster_size=nb).fit(data_tab) \n",
+ " end=time.time()\n",
+ " labels = db.labels_\n",
+ " score = metrics.silhouette_score(data_tab,labels)\n",
+ " grades.append(score)\n",
+ " max_value = max(grades)\n",
+ " max_index = grades.index(max_value)\n",
+ " hdb = HDBSCAN(min_cluster_size=max_index+nb_min).fit_predict(data_tab) \n",
+ " f0 = [f[0] for f in data_tab]\n",
+ " f1 = [f[1] for f in data_tab]\n",
+ " title = \"HDBSCAN Clustering, min_cluster_size=\"+str(max_index+nb_min)\n",
+ " if(dim==3):\n",
+ " f2 = [f[2] for f in data_tab]\n",
+ " plot(f0,f1,3,hdb,title,z=f2)\n",
+ " else:\n",
+ " plot(f0,f1,2,hdb,title)\n",
+ "\n",
+ "\n",
+ "\n",
+ "\n",
+ "# Dataset cluto-t4-8k.arff\n",
+ "calcul_hdbscan(data,15,20)\n",
+ "\n",
+ "# Dataset cluto-t5-8k.arff\n",
+ "# calcul_hdbscan(data,15,20)\n",
+ "\n",
+ "# Dataset cluto-t7-10k.arff\n",
+ "# calcul_hdbscan(data,13,20)\n",
+ "\n",
+ "# Dataset dense-disk-3000.arff\n",
+ "#calcul_hdbscan(data,2,10)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "6b930c32",
+ "metadata": {},
+ "source": [
+ "\n",
+ "### `COMPARAISON DBSCAN HDBSCAN` \n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 145,
+ "id": "405c823c",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "#Format : Name, epsilon, minSamples, min_cluster_size\n",
+ "dataset=[[\"cluto-t4-8k\",10,18,19],\n",
+ " [\"cluto-t5-8k\",7,18,19],\n",
+ " [\"cluto-t7-10k\",14,25,15]] \n",
+ "\n",
+ "runtimeHDBSCAN = []\n",
+ "runtimeDBSCAN = []\n",
+ "\n",
+ "#Used method HDBSCAN et DBSCAN with 'optimal' parameters and calculate runtime\n",
+ "for tab in dataset :\n",
+ " databrut = arff.loadarff(open(path+tab[0]+\".arff\", 'r'))\n",
+ " data = [[x[0],x[1]] for x in databrut[0]]\n",
+ " startDBSCAN=time.time()\n",
+ " cluster.DBSCAN(eps=tab[1],min_samples=tab[2]).fit(data) \n",
+ " endDBSCAN=time.time()\n",
+ " startHDBSCAN=time.time()\n",
+ " hd = HDBSCAN(min_cluster_size=tab[3]).fit(data) \n",
+ " endHDBSCAN=time.time()\n",
+ " runtimeHDBSCAN.append(endHDBSCAN-startHDBSCAN)\n",
+ " runtimeDBSCAN.append(endDBSCAN-startDBSCAN)\n",
+ " \n",
+ "# Plot runtimes with HDBSCAN and DBSCAN\n",
+ "names = [ i[0] for i in dataset ]\n",
+ "plt.figure()\n",
+ "X = np.arange(len(dataset))\n",
+ "plt.bar(X,runtimeDBSCAN, color='b',tick_label = names, align=\"edge\",width=0.25)\n",
+ "plt.bar(X+0.25,runtimeHDBSCAN, color='r',tick_label = names, align=\"edge\",width=0.25)\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "40ec0cd2",
+ "metadata": {},
+ "source": [
+ "***\n",
+ "### `Synthèse` \n",
+ "***"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "3eb4b987",
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import plotly.express as px\n",
+ "df = px.data.iris()\n",
+ "\n",
+ "# DIMENSION 3\n",
+ "\n",
+ "# A.DATA SILHOUETTE\n",
+ "f0_a =[-4.82249, -44.46012, 50.00102, -41.69908, 4.425242, 27.26058, -19.988, 47.5704, 41.8764, 15.85935, -33.77252, 3.218305, 4.31406, 22.7331, 5.453126, 6.473627, -21.38691, 34.33926, -2.538081, 14.16785, 33.07119, -45.86114, -45.06056, 11.35568, 26.94642, 23.97626, -22.61322, -46.64605, -43.8916, -7.45989, 48.77461, -45.7206, -31.63734, -42.95419, 0.7238982, -36.67465, -26.96182, -12.54398, -3.791277, -2.104881, 15.93932, 20.82794, 34.87016, 7.022449, 16.93301, 48.95567, -10.47965, -3.377526, -17.27796, -20.78939, 19.70845, -18.0635, 11.00464, -12.04288, -5.762872, 32.77245, 4.349359, -37.4316, 1.095149, 20.81152, -16.63654, -49.46474, -32.93833, -34.69399, -1.700924, 9.342566, -0.7621773, -22.53897, -43.22574, 0.146423, 35.09462, -13.35171, 5.15683, 17.57125, 40.25838, 39.77912, -10.20641, -28.97766, 5.347855, -29.34843, 7.751599, -20.17439, -1.591191, -47.99001, -31.08115, -24.65025, 2.615159, 29.87216, -22.57602, 7.257201, 28.67004, -44.33257, 12.6086, 34.84005, 0.6930852, -40.55072, 36.46811, 46.04884, -11.2556, -26.34762, 27.7089, 4.957815, 12.02478, -33.9034, -0.6913066, -21.28546, 5.779592, 47.65302, -11.25033, -26.76125, 48.96192, -41.06392, -26.52002, -38.85771, -2.515191, 6.50394, 14.96289, -2.025608, 40.88566, -14.3098, -3.27665, -27.98439, -44.5204, -30.49969, -13.12977, 15.69404, 4.421565, 28.2317, -22.90543, 10.99909, 47.35365, -33.60902, 1.020812, -25.79635, -2.533395, 38.90562, -8.89362, -36.85225, -44.43241, -17.25394, -6.064972, 47.50892, 19.13517, -17.02271, 44.37608, -2.487963, 21.9998, 12.12234, -31.38082, -14.69619, -1.570841, 23.83922, 10.23427, 17.72995, -23.2807, -22.85635, 19.38618, 8.098991, 32.80908, -6.456641, 10.61215, 28.89482, 6.838639, 16.24363, 33.33504, 15.09552, 16.69818, -0.3559351, -38.98961, -43.20009, -30.52187, 23.48271, 12.52884, 7.496297, -11.35721, -8.301093, -32.83114, 34.09921, 21.62079, 3.491038, -39.16634, -48.47684, 18.24831, 20.80812, -48.67136, 6.568269, -6.752613, -44.87937, -35.09465, -24.77118, 29.18215, 0.9745382, -41.6554, 24.75164, -46.88357, 13.39536, 11.16815, 20.26882, 23.55002, -19.29657, 35.46157, -46.48111, -28.49779, 24.69414, -24.70609, 20.02143, -2.168572, -31.92266, 15.04082, -5.382507, 19.26804, 30.95699, -16.55415, -17.59724, 36.35111, 40.0404, -9.102509, -26.14375, -21.7382, 31.98738, 18.59285, -3.811619, 49.76361, 26.83767, -3.206753, -44.50087, 15.59361, -25.90782, 9.414464, -44.87765, 14.20206, -22.17526, -19.8821, -7.091579, 2.3646, 38.44342, 2.365793, 29.318, 41.60221, 14.27009, 17.78474, -30.60782, -35.13651, 38.15176, 39.68217, 33.49055, -46.07051, 20.13949, -14.16664, 5.311071, -27.91478, -48.79479, 6.928665, -33.92357, -46.46928, -25.74115, -11.62565, 46.17046, -27.06898, 8.794248, -4.247651, -0.8666983, -10.67849, 41.50206, -6.271647, 25.29207, -21.24144, 10.36366, 36.28288, -28.14774, -6.204708, -5.061931, 16.2768, 2.083891, 18.29273, 4.772465, 3.675565, -27.68478, -23.7102, -28.65841, -14.10338, -1.673709, 10.2283, -3.916615, -3.65934, -15.41431, 23.12736, 22.19725, -43.62921, -6.123117, 15.07826, -35.32299, -28.18722, -11.91392, -26.40349, 30.85129, -38.55605, 1.118891, -32.91517, 0.7997207, 2.548724, -17.6683, 23.21439, 43.24806, -18.89171, 6.317842, -2.02899, 4.811247, -22.83097, -10.96187, -40.77551, -2.422117, -4.763024, -1.692692, -40.13388, -42.20175, -49.02459, 12.23806, 29.34727, 10.49566, -1.676561, -44.47906, 42.65319, -15.96402, -43.91615, 13.50486, -16.50981, 30.2339, 7.178304, -14.43792, -27.2406, -37.56518, -1.183901, 46.7896, -13.2169, 14.313, -12.53725, 14.4142, 24.72322, 11.93249, 43.47521, -28.55507, -17.6162, -14.66631, 0.7349299, 5.590621, 1.801536, 39.10788, 16.43955, 37.26142, -26.56257, -4.503966, -27.8525, -4.881838, -44.20992, -36.51986, -29.10923, 0.7703682, 10.06615, -20.505, 4.140492, -11.08649, 14.27564, 9.463121, -21.24122, 48.54252, -25.95555, -5.926018, 43.22695, 22.50138, -1.676615, -11.84379, 10.12314, -5.88182, 4.442041, -47.06148, 6.110267, 40.88596, 14.90146, 48.04972, -22.02923, -38.88169, -37.48659, -14.29629, 43.32907, -32.87598, 45.57623, -27.99436, 15.24113, 43.90917, 40.11679, 35.23984, 9.095878, 23.85557, 16.40414, 25.97567, 3.486008, 15.33379, -10.78011, 8.018622, 0.6857508, 0.211911, 2.439457, 5.971988, -2.646234, -1.080572, -0.1465547, 1.994454, -3.052135, 1.801007, 2.314274, -0.5953394, 2.154614, 3.472002, 7.372167, 3.706295, -3.93839, -4.051334, -0.8531086, -2.838916, 0.4749569, -1.474658, 1.969728, -0.939271, 7.361267, 2.010779, 0.2196354, 0.3656419, -2.273953, -2.389804, 5.022775, 6.548579, -1.363253, -4.743645, -1.009205, 1.64609, -1.91998, 3.395606, -3.118424, 2.699059, 2.336222, -1.838001, 2.208435, -2.247011, -3.249057, 3.699544, -2.78142, 1.187184, 2.643978, 3.735515, -3.583686, 2.129532, -2.315981, -0.2686535, -0.1068473, 2.333638, 2.219055, 0.7201211, 1.64071, -3.731598, 1.011045, -1.954354, 0.2046087, -8.378955, -0.7973953, 5.478362, 0.5565598, -0.8348679, 0.2320126, -1.565779, 1.08985, 0.9376637, 5.681549, -1.441338, 1.792972, -1.91641, 0.5039803, -0.4613391, -1.269224, -0.8178036, -4.664956, 0.9845514, -2.999286, 2.959275, -4.944213, -1.252367, -0.7713222, 3.049083, -8.909048, -2.245051, 2.437466, 3.570202, -5.331455, -0.4750815, 1.883331, -2.739164, -2.519814, -1.098556, -0.3814715, -1.5088, 0.2953837, -1.455601, 2.96581, 0.8941062, -3.648411, 3.746515, -2.732619, -0.2979396, 5.084834, 3.668543, -5.234294, 3.107282, 1.263883, 2.00673, 1.564927, -3.443766, -2.077176, -0.1978189, 1.598787, 0.4937305, 3.559815, -0.6070062, -3.069798, 2.220496, -5.838797, -0.6767248, -0.3961536, -1.1085, -4.336126, 1.178765, -1.941379, 0.008128069, -2.782534, -4.770282, -0.1336568, -1.622752, -0.3926941, 2.893812, 3.761822, -2.369809, -5.248944, -2.023955, 3.669015, 0.2142926, -1.982968, -1.08896, 5.491744, 1.164466, -1.88978, 2.958213, -0.9527743, -2.405642, 0.7097337, 1.251169, 2.691934, 4.414724, -7.025569, 1.927051, -1.533714, 2.379856, 1.10753, 5.523097, 1.362398, -3.165903, 6.387508, -1.6154, 0.2982882, -3.233665, -0.7221485, -3.18231, 0.4880486, 0.885876, 4.419872, 0.9427458, 1.900041, 0.4523788, 2.935812, -4.997471, 1.78273, 2.675553, 0.7521032, -2.070227, 1.02425, -6.092107, 3.000736, 0.5838262, 5.67912, -1.041584, 0.4323519, 2.434593, 1.559262, 7.163709, -0.101938, -2.628153, -0.3906383, 3.883383, -0.1072219, -0.1192542, 3.157758, -1.069912, 0.9268324, -5.233704, 1.346109, -0.4786681, -5.96451, 3.520877, -0.3073581, 6.663724, 2.440755, -0.4248996, 3.57414, 2.338076, 3.992547, -2.135379, 0.4561528, -0.04466124, -1.072438, -1.243867, -6.9719, -1.045548, -4.256829, 2.331976, -7.84659, 7.247825, -2.862248, -4.388342, -1.772414, 0.5285532, -5.245003, 4.011352, 4.892448, -3.268758, -1.123781, -2.486274, 1.940859, -3.653413, -6.041536, 5.747879, -0.05869537, 2.588932, -1.372604, 5.653621, -2.839539, -0.2039446, 0.8025108, -1.976681, -0.1680746, 5.311834, 2.651291, 6.933685, 3.978823, 2.377309, -0.2128159, 1.875357, -1.00294, 2.502218, 4.493396, 0.115232, 0.9802681, 1.080192, 2.075016, 1.10094, 3.789117, 5.257907, 0.1882316, 1.943879, 2.075994, 5.309885, 1.448928, 1.283893, 2.076752, -2.522585, 7.864556, -2.84233, 3.009396, -3.273504, -0.4807812, -2.226771, -0.003118659, -3.284969, 3.733898, -0.8347441, 3.033981, 1.155672, 3.358897, -3.88689, 0.7883284, 0.808499, -3.239599, -4.040467, -4.40666, 2.177722, -0.5423036, -4.680035, 0.3397221, -2.569937, -0.008597723, -0.4032857, -0.7338297, -4.953256, -1.460271, 5.009099, -0.3860498, 0.328537, 2.975795, -2.281982, -0.7550154, 6.163693, -3.508145, -0.5110323, 1.432413, -0.4250549, -7.859106, 0.5771182, 0.3978062, 5.946682, -0.05928309, -1.098158, -2.428037, -1.454578, 4.839734, -2.983916, 2.804998, -0.8027642, -2.986948, 1.530625, 0.4877746, 1.95349, 0.8812891, 0.09317048, -3.539404, -3.932523, -2.675714, 0.9041734, -2.838529, -4.201611, 0.3715026, -3.719853, 2.313993, -1.62668, 4.701603, -1.809786, -1.489649, 2.674433, 0.4177258, -0.6343364, 1.670784, -1.489334, 2.002893, 0.4493406, 4.622113, 0.485315, 3.700039, 0.1042715, -3.441811, 1.491339, -3.234402, 2.080019, -5.49479, 4.079701, 0.2758031, 3.040441, -0.144522, 3.293521, -3.870644, 1.729528, 0.8641051, -0.9963443, -3.009908, 4.185205, 3.853745, 0.02009968, 0.522799, 2.095707, -4.656394, 2.41815, 5.001428, 2.477508, 4.748669, -0.9674336, -0.8809894, -5.681612, -2.243695, -3.906831, 3.321621, 0.8592244, -4.422729, 3.255994, 0.3683167, 1.728795, 7.14411, -0.2977869, -3.203857, -1.565805, -0.8787358, -1.531027, 0.5007537, 1.089574, -1.907717, 3.415463]\n",
+ "f1_a =[-50.40217, 20.96467, 0.7807481, -22.31006, -4.666664, 23.38604, -6.638056, -1.571324, 10.83021, 14.686, -36.60115, -44.84079, -2.829593, -33.76487, 4.356794, 49.40687, 44.32754, -11.68791, -40.3518, -35.62283, -28.15823, 2.049557, 16.24832, -8.953778, -32.28738, 43.49894, 1.12052, 13.00358, -18.32661, -12.62892, -10.88641, -20.06, -22.73955, 22.21346, -0.5390864, -11.73224, -42.71378, -44.17073, 10.2348, -2.757672, -40.4724, 22.35719, 27.49711, 10.49432, -46.36226, -9.864451, -23.89419, -43.36406, 39.43855, 44.21985, -23.33272, -12.48334, 28.33156, -35.05996, 35.68634, -26.81582, -15.73848, -13.33147, -28.95145, -45.09924, 40.85904, -9.365017, 37.47076, -13.47161, 3.878389, -48.16571, 0.242945, -1.074838, -19.92554, -2.590253, 35.27068, -41.21441, 16.4838, -27.34733, 21.12824, -27.23688, 12.49038, -9.167267, 9.703275, -29.73358, -1.21041, 34.00705, -9.64301, -3.734926, 22.26071, -38.61415, 23.41465, -38.8878, -14.56696, 14.53641, 41.82245, -11.93141, 14.71034, 33.95954, 47.70752, 10.0782, 25.91996, -18.70015, 14.99203, 28.01287, -31.65224, 2.793576, -30.42038, 33.37337, 50.59888, 31.15772, -4.921898, 2.013214, -32.35077, 38.64196, -13.58528, -8.996117, -41.99598, 31.28569, -46.94446, -8.794935, -9.978585, 0.04964101, 16.21842, 16.65692, 50.2128, 12.86504, 20.09092, 16.16691, 44.15611, 46.58119, -0.4555505, -31.7384, -40.52252, 33.17303, -16.80534, -31.43792, -2.477213, 6.522167, 4.720672, 11.80128, -44.05494, -10.28442, 0.7083098, 22.097, -16.46601, -11.84642, 40.67304, 11.34864, -18.80899, 0.9622863, -43.85001, -28.15303, 27.30521, -45.58635, -1.131274, 16.03683, -1.183003, -39.4835, -29.6062, -43.16858, 40.13338, -8.90821, -34.0526, 1.122958, 9.583215, 35.19984, 2.594893, 13.01361, 8.206512, 41.48158, -44.23849, -1.865036, -9.487279, -24.29032, 20.42487, -34.72635, 28.36919, 27.39054, -32.35619, 8.04872, -34.61644, -30.94227, -5.983094, -5.590563, -30.02453, -0.9443744, -31.17883, -27.43795, -10.729, 44.86672, 4.428355, 10.24572, -16.77224, -42.13846, 35.27971, -1.076707, -16.53109, 43.64613, 17.48583, 10.85655, -2.346825, -33.53818, -3.955634, -46.71972, -22.90718, 13.37205, 22.64155, -38.03717, -16.40013, -4.044525, 48.94227, 5.88428, -30.53569, 2.117309, -45.46831, 34.95664, -17.9403, 4.095142, -34.58334, -22.59247, -2.622652, 31.42785, 33.06834, -36.17371, -43.36289, 5.949773, 0.04336323, -6.235159, -40.77514, 1.440294, -24.10409, 9.968161, -47.31675, -15.92584, -44.84281, 42.26628, -32.87743, 37.44145, 7.391677, 22.12334, 0.8129662, -29.17177, 3.430297, 7.708516, 46.87565, 19.16917, -34.40076, 1.3047, 20.87902, -13.76336, 14.35748, -13.85247, 37.641, 1.981352, 3.326468, -7.853357, 38.10239, -24.50821, -20.22653, 33.7682, -21.11612, 12.95738, 39.63657, 3.027069, 8.789343, -28.31705, 12.457, -28.7027, -25.36591, -28.03253, -30.16006, -9.062661, 35.08028, -33.01025, -4.217845, -45.69232, -21.03139, 5.838801, -43.5623, -6.594583, -32.59256, 34.71555, 8.074168, -15.43324, -5.827681, 12.11732, 43.29045, -1.481448, -50.46101, -14.20952, 14.88019, 28.39519, -8.788146, -10.98347, 45.03738, -19.63147, 36.92129, -17.66227, 41.55071, -3.649354, -3.145174, -26.31832, -21.91888, -1.614539, 5.762376, -11.11593, 4.272787, 18.23998, 4.005896, -5.627168, 12.3768, -2.576305, -5.172263, 44.4455, -3.840934, -0.4205238, -24.28322, -22.40035, -23.88943, -14.22269, -3.948233, -9.352941, -2.915915, -40.20741, -1.926316, 19.08395, 23.04041, 38.35168, 25.51323, -26.76754, -34.14365, 28.53781, -15.8783, -38.43511, -20.58386, 24.63804, 12.50498, -5.428576, -3.617789, 45.24936, -6.122769, 5.507587, -36.96659, 10.63697, 3.129027, -38.59994, 39.166, 47.50269, 22.86023, -3.165642, -10.81482, -31.22524, -38.30058, 24.40814, -9.801281, -1.384816, -17.26728, -0.8021143, 12.75119, 18.76769, 28.74427, 13.37954, 5.934258, -29.27766, 7.276366, 10.98255, 30.85341, 38.41169, -41.14747, 8.97072, 7.511405, -8.151059, 17.74809, -32.4333, -19.41668, -3.100888, -35.97861, -2.488278, 13.9605, -12.1271, 48.82202, 21.04953, 47.77287, 17.27542, -44.69981, -27.00149, 33.50115, -14.51095, 13.10979, -11.18051, 10.69727, 12.55625, 14.0065, 1.319353, -26.44239, 2.785888, -43.90266, -14.64062, -37.68288, 31.85128, 35.42002, 46.17612, -7.045256, -1.023863, 0.882203, 2.566241, 2.259743, 1.003704, -2.439604, 1.800438, 1.11926, 1.20906, 5.57863, 0.04444109, -1.492039, -1.798263, -3.375758, -6.171456, -1.635844, -2.422915, 0.2432051, -0.99387, 1.039651, -4.764276, -1.280334, 3.5688, 3.915431, 0.8140218, -1.438232, -1.53542, 7.214851, 5.426153, -0.4099031, -4.922831, -1.923718, 5.189726, 1.107519, 0.6285966, 0.8447483, 2.341043, -0.9656597, 0.3341458, -0.8117026, 1.217836, 4.177088, -2.447912, -2.749863, -1.219582, 1.615225, -2.479789, 2.796381, 2.394058, -1.123777, -5.618837, -0.2521519, -4.943742, -0.7033198, 1.509548, -2.140609, 2.643679, 1.809333, -1.480367, 4.98128, -0.2800017, 0.9160681, 1.419827, 3.442643, -2.165526, -2.390583, 0.1766405, 2.612871, -2.317563, 1.858847, 2.008856, 1.484981, -1.428467, 3.124042, -0.1767457, 5.29798, -2.142672, -3.089233, 2.884551, -8.448683, -0.2487775, -5.306959, 2.496533, -3.242489, 0.9715286, -0.9660186, -3.982138, -2.160952, 3.75736, 5.340831, 2.96762, -5.246342, -1.469213, 8.447442, -3.71395, -3.156272, -2.16784, 2.893383, 0.8500788, -1.471878, -1.957367, -2.565544, -6.507712, 3.029429, 0.5047947, 1.566411, -0.2427881, -0.6682261, -1.464379, -2.734686, -4.129444, 3.376536, 3.157263, -2.273074, -2.901646, -4.635948, 2.671811, -0.2060344, -5.25484, -1.150763, 4.184748, 2.683231, -5.26743, 2.921481, -2.960297, -1.188735, 6.614396, 3.213444, 0.6563444, -3.231944, -1.87288, 3.33113, -2.517313, 1.211172, 4.453332, 0.6202189, -2.685083, 4.582314, -2.772849, 0.8375366, -2.616509, -3.318315, 0.7932941, -0.5903276, 1.114604, -5.70245, 3.611339, 1.489262, -2.593486, -1.130378, 0.4932887, 0.5318725, -3.759512, 0.376005, -0.1649526, -0.9034802, -0.7328438, 2.261951, -2.068123, -0.9314605, 2.53336, -6.067991, 1.682912, 0.5113904, 0.4347524, -5.439273, -4.144359, 3.111602, 3.61911, 0.7000583, -2.673871, -3.86234, -1.35837, 4.162047, 3.3255, 2.055249, -1.555019, -3.739588, 1.60936, -0.2305766, -0.4205683, 3.92692, 0.9194031, -1.369198, 2.777138, -3.304323, 1.68413, -0.1005359, -2.543006, -0.9002614, -1.362968, 2.826316, 1.958183, 3.17642, -0.253563, -0.4021129, 2.395423, -2.04261, 0.9417715, 6.460398, -4.775348, -1.526029, 1.543572, -0.6676131, 0.9935639, 1.18326, 2.827412, -1.381675, -4.448422, 0.9170853, -3.142687, 1.412587, 0.4267432, 2.48695, 5.741222, -3.983706, 5.381961, -0.4053225, 0.2260037, 4.324254, -0.7897105, -2.068193, 0.4673227, -3.365855, -5.909715, -1.491997, -0.7993243, 0.6946711, -2.032989, 0.7892834, -1.813788, 1.673377, 1.771743, -1.262322, 0.7246917, 1.538409, -1.548443, 1.60262, 1.361524, 0.7790818, -6.165571, 7.19394, 3.988551, 5.249275, 2.354881, -0.4010434, 3.0932, 3.427764, -2.229388, 1.682682, -1.508769, 2.386428, 2.137458, 2.122509, 2.307338, 1.979053, -0.3992083, 1.024049, -0.8651327, 1.890776, -0.6882419, -0.8435984, 1.799926, -4.632595, 9.103975, -3.904892, 2.012915, -0.6257136, -1.799667, -7.414156, -1.23663, -1.890981, -0.6111432, 1.761767, -4.885815, -1.065114, -4.6652, 1.587906, -2.733694, -3.95916, 1.824634, 4.388027, -2.18729, -1.222419, 3.858163, -1.027027, -5.18949, 5.584366, 0.8842943, 0.07157519, -4.133659, 1.116417, -2.906242, 2.754569, 6.311411, -4.130182, 1.606615, 2.775126, -0.2865252, 4.09292, 1.546696, 1.317705, -3.105473, 6.676989, 3.946375, 0.2422899, 5.795712, -0.8253743, 4.126769, -5.291994, 0.5576283, -2.198103, -0.6164634, -0.7170842, 1.85594, -1.407337, -2.297922, -5.609141, -6.583595, 1.155442, -1.356917, 0.8496217, -0.6775176, -1.118266, 4.263139, 3.252586, -0.8581271, 0.498832, -1.73589, -1.219495, 2.604835, 2.428516, -4.912853, -2.196411, 5.937512, 4.076371, 0.06896203, 1.343751, -5.47899, 1.973408, 1.381789, 3.080433, 0.5965799, 0.3334515, -2.163165, -3.090928, -2.428258, -5.532695, 0.5117131, -4.335721, -1.711912, -1.718422, -5.637339, -3.555049, -0.1783742, 0.2308942, -0.8376264, -1.808231, 0.004774983, 3.53491, 5.265863, -0.1937169, -2.243949, 0.6527299, 3.345644, -1.555483, -3.898264, -2.456077, 3.907127, 0.08073034, -0.9303026, -3.348238, -2.239406, 1.280249, -0.7357503, -0.6939252, -3.682886, 4.521816, -1.2386, -2.637736, 0.070325, 2.270787, 4.389901, 0.2096124, -4.972195, -0.5973437, 3.654618, -1.650484, -1.733413, -0.6210239, 0.4226163, 3.708753, 0.6195213, -2.275129, 0.5209585, 3.693478, 0.6816365, -1.848209, -0.2464933, 4.964502, 4.529521]\n",
+ "f2_a =[4.020861, -11.49206, 9.13446, 16.31412, 50.22374, 35.06772, 45.86818, 15.8721, 24.64421, 44.09609, 3.766672, 22.52914, -50.04402, 28.55148, 48.95405, 0.3539394, -9.408566, 34.82704, 29.40645, -32.61538, -23.45108, 21.06677, 15.40648, -49.02086, 25.70605, 8.875034, 43.846, 14.79079, 19.00224, -48.4261, -0.9436041, -9.225777, 31.27342, 11.99868, 50.49664, 31.75296, -4.202611, 17.12193, 47.8953, 49.14903, 22.66677, 38.69671, 20.86706, -48.06278, -10.05664, 0.3758181, 43.89176, -23.22464, 24.45212, 3.80786, -40.17329, -45.34063, -39.06953, -33.67099, 34.41024, -27.31609, -46.58156, -29.36227, 41.19409, 6.71862, 23.28948, 4.165513, 5.488567, -33.68293, -50.18907, 5.786603, 50.54068, -45.07567, -14.80758, -49.4474, 3.152403, 25.29178, -46.40707, 37.69288, -22.4371, -13.81376, 47.36394, -40.12533, 48.8182, -27.20795, 48.48497, -29.97805, -48.89731, -13.51071, -31.88627, 20.05759, 44.5257, 3.377874, -41.73751, 47.57259, 4.503478, 21.89896, 45.88678, -10.87016, 15.27311, -27.85772, -22.74993, -9.746982, 46.56661, 31.83715, 27.68707, 49.31642, -37.49503, 13.62383, -3.136346, 32.29716, 49.71489, 17.81435, 36.86448, -17.24929, -0.6522584, 25.71, -8.558903, 9.822041, -15.17955, -48.28183, 46.97517, 50.5298, -24.76219, 45.46714, 6.63532, -39.89967, -11.79887, -35.79538, -17.2343, -10.78499, 49.46495, 24.18817, 18.15122, 36.23688, 2.047461, 20.79608, 50.5857, 43.05138, -49.26161, 30.41467, 20.70422, -31.86347, 22.80296, 41.54161, -46.84798, 7.375438, -23.05783, -45.25962, -15.02566, -50.34179, 5.786808, 39.30494, -29.55518, -14.8987, -50.39623, 40.23738, -48.35214, -25.10024, -31.71901, 9.428436, -24.0397, -49.00687, 15.72066, -50.14607, -48.09697, 20.01794, 48.91467, -44.43923, -35.21809, 24.88161, 17.47795, 50.10813, -28.06464, -1.564957, 33.02506, 28.37988, -40.08085, -41.32372, -37.36999, 47.99522, 15.94803, -18.8846, 44.65717, -49.57293, -9.61393, -8.961936, -33.83826, 35.95826, 3.423902, 21.62113, 49.64736, 18.68548, 32.60057, -12.20059, 20.0137, 49.32918, 22.05314, 3.542096, -2.534842, 46.0423, -48.95842, 30.6549, -44.27267, -7.68587, -25.87966, -14.28129, 34.17736, -22.43411, -41.74278, -44.81512, 6.657756, -37.10368, -35.32828, 49.83157, -3.429013, -16.28408, 43.40404, 45.98448, -0.95707, -21.29191, -48.89323, -27.50999, 31.3796, 11.84347, -15.83322, 49.23386, 3.636998, -42.08913, 28.55627, -22.84606, -41.79011, -41.97255, -8.793803, 12.69684, 17.31598, 14.5148, 32.40931, 32.20222, 48.66939, 25.31603, -50.1924, -28.00311, 27.88026, -47.86103, 1.343949, -34.75742, 12.50067, -30.47795, 22.40266, -34.23562, 11.63906, -44.29513, 29.96453, 49.42998, 40.03162, 7.005214, -33.10926, -27.33945, -1.50004, -26.11377, 44.55823, 13.59058, -16.8676, 49.47441, -49.0567, -41.55359, -46.94552, -4.970166, -43.41453, -32.76368, -34.22664, 48.69894, -4.018332, 27.13286, 49.81495, -18.42893, 41.71322, 50.16167, 17.23676, -48.75218, -38.73641, -24.40825, 42.35586, -37.15577, -48.74629, -47.82571, -21.3484, -50.59212, 1.383157, 45.30973, 42.09711, 34.92551, 20.91679, 47.53668, -16.53673, 30.21394, -17.21705, -45.26736, 8.600806, 38.53956, 30.59207, -41.69631, -32.06323, 49.20648, 50.24814, -46.2383, -44.92996, -17.74841, -45.73183, -50.04882, -47.26368, 49.32997, -44.96045, 20.04965, 28.09662, -49.94691, 43.34423, 44.05213, 14.24961, 21.99311, 4.017968, 46.67156, -41.25044, 28.20718, -50.43314, 16.20009, 15.27074, -27.47054, -5.422202, -39.62078, 33.08603, 28.49641, 47.62733, 29.94253, 37.23562, -20.95346, 49.26622, 13.04613, 49.09214, -19.42335, -48.20183, -48.08541, -23.56403, 47.17158, 24.45635, -17.70492, -27.34132, 7.730248, 45.28497, -49.04724, -49.2775, -9.286197, 28.88626, -21.32443, 41.74282, -49.21838, -37.13444, 50.04124, 19.74027, 28.56282, 29.49907, -47.96614, 49.29639, 34.81064, -49.53939, -48.64085, 37.31859, 30.69383, -18.88702, 2.144794, 40.59191, 48.5188, -19.63619, -31.44645, 45.2155, -48.7344, 33.17212, 49.388, -48.2819, 14.46822, -2.239585, 20.69693, 7.962387, -1.823311, -5.498068, 15.16309, -7.571599, -46.20447, -20.56149, 36.63614, -16.31074, 40.24353, 46.0521, 22.99316, -14.69514, -35.64861, -23.68047, -41.78517, 27.68875, 27.67197, -36.70013, 14.36294, 49.25292, -49.54882, -0.8854096, 4.355553, 3.084992, 2.859852, 4.711721, -3.650148, 0.6701577, 1.886642, 3.890948, 1.405029, 0.4027197, 3.080695, 1.969941, 4.908502, -1.170528, 2.789299, 2.127694, -0.4394743, 2.009814, -0.6343368, 2.969757, -1.376201, 0.7574453, -4.359775, 0.4968328, -0.6623068, 0.48745, -1.8866, -4.951911, 1.633307, -2.293836, 2.173688, -1.807876, -4.060351, -4.389114, 5.935584, -2.265899, -3.703464, -2.579345, 3.775685, 2.855681, 3.127455, -0.4662627, 1.979178, -1.808627, -1.165336, -0.6005492, -0.3659764, 5.55275, 1.988665, -3.036507, 3.97886, -1.306295, 1.798599, 0.6526674, 2.12281, -5.719382, 3.346304, -0.3555101, -3.759777, -1.268644, -2.185898, 4.993592, -4.408032, -4.636713, -3.420528, 0.4986837, -0.947733, -1.703241, -2.741294, -2.12336, 5.058846, 6.992235, -1.848403, 0.820409, 0.2845976, -0.501618, 3.511664, -7.718695, -1.335382, 1.427103, 1.895965, -1.2514, 2.344441, -0.9989044, 0.8584992, 0.1872395, 5.195643, -4.324626, 4.807449, 4.554155, 0.5396938, 1.338667, 4.108761, -0.276337, 4.028964, -0.4491906, 3.755042, 0.1484236, 5.239964, -0.9065145, 4.234516, -0.8210273, 5.316243, -2.752217, 1.873371, 1.204702, 2.052028, -2.0445, 4.510403, -0.6287515, 6.564192, -4.73078, 0.6389323, 1.472271, 1.964837, -2.148921, 0.6407388, -3.813669, 4.076734, 2.792635, 0.588055, -0.5057467, 0.8268571, 2.010014, 1.235549, 0.2725466, 6.065778, 2.012579, 5.814973, -4.327779, 1.125482, -2.595866, 0.07458127, -0.32682, -5.697222, -4.972728, -5.58111, -4.955896, -7.701871, -3.850369, -1.456168, 4.991294, -0.31111, -1.89499, 5.93066, 1.99605, -0.1723508, -0.8064836, 0.07846496, 2.529607, 0.4742506, -4.582812, -0.6668503, -0.2830244, 1.092509, -2.417861, 1.137463, -0.5769305, 0.4722709, -0.7688389, 6.283408, -3.999202, 2.51412, 2.975141, 1.790375, 2.430254, 1.689588, 0.4187103, 2.962733, -4.926924, -0.2320844, 4.27028, 0.7980857, -1.364739, -3.398596, -2.435971, 0.5343553, -4.50473, 3.787978, -2.773507, 1.280686, 4.671225, -2.133764, 0.7796639, -2.425544, -0.1784475, 3.109204, 3.187455, 2.652755, -2.99732, 4.835092, 2.543033, 4.995124, 2.899176, -0.1284234, -0.05659407, 1.702334, 1.723977, -0.5309079, 2.561712, 1.690739, 1.038503, 5.359561, 1.039251, 1.394628, 0.8638124, -0.4128964, -3.450819, 1.902546, -2.627693, 0.6204286, -5.598168, -1.835949, -1.965915, -3.093469, 0.480652, -2.649767, 3.454194, 0.8969957, -9.482627, 6.728412, 4.087282, 0.1985459, -5.196373, -2.754379, 2.124064, 1.22282, 1.581749, -4.592192, 4.018903, -2.803739, -3.809484, -1.663949, -0.4857599, 4.179189, 1.428917, -1.805949, -0.7710062, -0.8774029, 1.915906, 0.8513711, 0.2103143, -4.474215, -2.571119, 1.741864, 1.397416, 3.549359, -0.08112159, -2.521124, -1.487218, 1.055532, -0.05893863, -5.183204, 1.874058, 1.815174, -0.9673014, 5.024885, 1.681311, 1.869857, 5.010691, -0.3689422, -2.691217, 4.565313, -1.993112, -0.2442778, -0.04690891, 1.16103, -3.728217, 4.567132, 2.146421, 2.253856, -1.679441, 0.503043, 2.164222, -1.130332, -4.548273, 2.805205, -1.407079, 2.734507, 1.083598, 1.229859, 3.969822, 2.60495, -0.6343606, -1.789037, 0.6578878, -0.6877014, -2.635429, -0.4718874, 1.309244, -0.5382854, -2.56561, -0.9817531, -1.01588, 0.4930642, 3.716914, 0.9624962, 1.401296, 2.078953, -2.201737, -2.461173, 2.408224, 1.83699, 3.540576, -1.732154, -5.0125, -1.222802, -1.61015, -3.284502, -5.593888, 1.152038, -1.403426, -0.4034601, 1.799775, 0.2049366, -0.4828498, -2.11505, 0.835692, 2.029918, -1.849934, -3.542804, 0.4963224, -0.9897301, -3.716943, -2.522413, -1.773278, 2.884817, 5.764981, -7.022606, -1.240128, -4.865093, 7.585623, 1.120111, 1.092288, -0.2639375, -2.014508, 1.188598, -1.766602, 3.044933, 1.062939, -3.307109, 2.058074, 4.663328, 2.503891, 4.153797, -0.8430021, -4.23929, 9.294327, -1.666487, -0.6745686, -0.4361569, -4.383864, 1.789032, -2.150525, 1.271982, -3.64934, 0.9140661, 1.142129, -2.058414, 1.107633, 1.626437, 1.191218, -0.8037229, -0.2785294, 1.746642, 3.835896, 4.428097, -4.53522, 0.6718949, -4.482354, 4.830845, -3.793303, 3.758432, -3.362514, 0.6882083, -3.55103, -1.28846, -0.9213919, -1.988711, 2.039961, 5.012738, -3.017766, -0.03244618, 0.4792704, -1.711773, -0.338493, 2.384684, 2.452386, 0.07255092, -2.432959, -0.5548628, -0.6945145, -0.08820235, 1.758421, 0.5432712, 0.6056538, -3.355758, 2.098423, -1.617736]\n",
+ "kmeans_clusters_a = [14, 12, 5, 9, 1, 11, 1, 5, 5, 11, 14, 6, 7, 17, 1, 16, 10, 5, 6, 2, 2, 9, 4, 7, 17, 16, 1, 4, 9, 7, 5, 9, 9, 4, 1, 9, 14, 6, 1, 1, 17, 11, 11, 7, 17, 5, 6, 14, 15, 15, 2, 3, 8, 3, 15, 2, 7, 3, 6, 17, 15, 9, 15, 3, 7, 17, 1, 3, 3, 7, 16, 6, 7, 6, 13, 2, 1, 3, 1, 3, 1, 10, 7, 12, 12, 14, 1, 17, 3, 1, 16, 9, 1, 13, 16, 12, 13, 5, 1, 4, 17, 1, 2, 15, 16, 15, 1, 5, 6, 10, 5, 9, 14, 4, 14, 7, 1, 1, 13, 1, 16, 12, 12, 12, 10, 16, 1, 17, 14, 11, 5, 9, 1, 4, 7, 11, 6, 3, 9, 4, 7, 5, 8, 7, 2, 7, 17, 6, 10, 14, 7, 11, 7, 2, 3, 14, 8, 7, 17, 7, 7, 11, 1, 7, 13, 16, 17, 1, 3, 9, 4, 17, 8, 8, 3, 1, 9, 2, 1, 7, 14, 12, 2, 6, 9, 16, 1, 4, 9, 14, 11, 1, 9, 16, 12, 1, 7, 17, 7, 14, 2, 12, 4, 2, 3, 7, 16, 12, 2, 1, 17, 13, 6, 1, 17, 2, 7, 10, 15, 17, 2, 1, 5, 2, 6, 12, 2, 12, 17, 9, 17, 15, 6, 15, 1, 11, 7, 2, 5, 7, 16, 12, 9, 13, 11, 2, 4, 2, 15, 1, 4, 9, 8, 3, 9, 10, 6, 5, 10, 1, 7, 3, 7, 17, 3, 2, 3, 1, 13, 9, 1, 14, 6, 1, 17, 7, 2, 10, 4, 3, 7, 7, 8, 7, 14, 1, 11, 11, 9, 1, 8, 9, 10, 3, 15, 11, 9, 3, 3, 1, 1, 3, 7, 13, 7, 7, 7, 1, 3, 15, 9, 7, 6, 6, 9, 9, 9, 1, 2, 6, 7, 4, 11, 10, 12, 2, 6, 11, 1, 6, 9, 12, 1, 5, 1, 8, 7, 7, 2, 1, 5, 14, 10, 15, 1, 7, 7, 2, 17, 13, 9, 7, 3, 1, 4, 4, 4, 7, 1, 6, 7, 7, 11, 11, 14, 5, 4, 1, 13, 2, 6, 7, 6, 1, 7, 9, 16, 11, 16, 13, 14, 9, 10, 3, 13, 9, 13, 4, 1, 5, 2, 13, 2, 2, 17, 11, 8, 16, 1, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]\n",
+ "agglo_clusters_a = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]\n",
+ "dbscan_clusters_a = [-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]\n",
+ "hdbscan_clusters_a = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]\n",
+ "\n",
+ "# H.DATA SILHOUETTE\n",
+ "f0_h =[-0.063274, -0.000731, -0.060767, 0.013252, -0.054508, 0.02418, -0.029308, -0.016453, -0.042361, -0.01631, 0.03536, -0.000287, -0.065931, 0.009049, -0.005335, -0.004175, 0.091024, -0.077068, 0.05515, -0.033779, 0.044954, 0.008785, -0.061655, -0.051274, 0.04421, -0.003343, -0.064487, 0.042168, -0.061495, 0.071795, 0.058733, 0.078178, 2.418463, 2.805184, 2.983722, 3.055291, 3.015527, 2.449981, 3.199806, 3.266405, 3.74771, 3.411849, 3.733854, 3.59214, 3.59351, 2.387269, 3.423791, 2.425059, 2.407337, 2.923991, 3.188203, 2.377023, 2.610067, 2.918826, 2.932853, 3.47194, 3.266172, 2.916963, 3.020822, 2.844004, 2.826876, 2.771511, -2.69712, -2.57583, -3.308062, -3.970394, -3.332026, -2.679173, -2.186732, -3.013009, -3.464085, -2.632916, -3.315788, -2.833584, -2.722148, -2.608905, -2.853364, -2.809655, -3.538035, -2.457811, -2.762541, -2.929594, -3.054864, -3.632051, -3.595796, -2.285053, -2.664311, -3.163578, -2.599157, -3.381994, -3.961031, -2.827045, 0.498135, 0.218436, 0.135451, 0.420118, 0.659865, 0.619487, -0.294208, -0.362217, -0.561919, 0.186843, 0.450086, -0.047549, 0.432449, 0.444504, -0.116409, -0.601582, 0.268449, -0.007967, -0.811876, -0.003684, 0.27221, -0.003839, 0.175357, -0.350178, 0.016665, 0.394178, 0.715985, 0.28994, 0.854454, 0.308424, -0.154151, 0.042376, 0.76406, 0.273431, 0.109072, -0.609027, 0.563714, 0.053112, 0.374246, -0.25541, -0.05833, 0.436804, -0.185927, -0.15729, -0.253287, 0.856338, -0.448767, -0.763126, 0.50729, -0.262387, 0.638189, -0.715655, -0.148243, -0.436461, -0.015747, -0.380327, -0.078679, 0.725907, -0.118512, 0.378156, -0.646687, 0.862612, 0.58395, -0.106313, -0.447773, 0.278688, -0.499959, 0.628733, -0.550777, 0.280057, -0.68149, -0.150402, -0.175775, 0.40849, -0.687687, 0.187892, 0.40274, -0.333692, -0.073884, 0.074276, -0.234023, 0.33853, 0.777033, 0.093523, 0.215945, -0.031152, 0.26075, -0.542543, -0.306005, -0.114414, -0.749873, -0.108157, -0.410898, 0.662499, -0.057589, 0.64518, 0.257191, -0.169119, 0.228327, -0.512238, -0.510091, -0.001328, -0.086874, -0.558094, 0.640575, 0.033866, -0.530334, 0.488731, -0.320178, 0.143306, -0.36578, 0.660425, 0.647696, -0.110876, -0.694187, 0.175738, 0.396046, -0.406362, -0.299275, -0.506192]\n",
+ "f1_h =[0.027734, 0.048211, -0.00908, -0.011876, -0.003813, 0.068275, 0.059849, 0.013881, -0.059942, -0.036612, -0.04495, -0.049496, -0.005381, 0.027976, 0.062592, 0.064646, -0.031446, -0.035324, -0.007045, 0.049066, -0.033716, 0.016895, -0.023085, 0.054634, -0.062217, 0.069586, 0.012217, -0.009972, 0.059835, -0.01526, -0.029135, -0.014786, 0.490127, 0.769746, -0.983118, -0.477796, -0.666039, 0.175666, 0.201051, 0.012518, -0.41696, 0.516665, 0.184758, -0.371411, 0.125884, 0.784515, -0.039296, -0.206822, -0.015134, -0.262388, -0.476377, 0.498033, 0.787375, -0.8296, 0.719728, 0.322667, 0.207763, -0.636281, -0.491739, -0.078753, -0.241459, 0.362751, 0.342837, -0.752408, 0.919403, -0.017968, -0.22133, 0.521163, -0.536953, -0.082401, 0.458797, 0.683901, 0.017903, -0.684569, -0.502344, 0.443179, -0.788934, -0.092462, 0.777137, -0.601538, -0.540911, -0.162338, -0.220749, -0.045369, -0.25031, 0.111547, -0.035719, 0.286805, 0.438496, 0.308228, -0.111044, -0.074139, 2.895371, 3.067538, 2.12925, 3.055572, 3.446317, 3.285343, 3.296888, 2.657112, 3.334167, 3.706688, 2.844335, 3.634562, 3.774495, 3.491508, 2.618886, 3.548497, 3.662073, 2.91813, 2.976918, 2.460306, 2.287469, 3.107724, 3.715249, 2.515348, 2.986915, 2.772903, 3.467443, 2.60696, 2.895231, 3.293211, -2.382802, -3.013402, -2.974825, -3.549045, -2.872739, -2.316553, -2.668933, -3.69483, -3.881493, -2.573785, -3.539877, -2.849058, -2.83419, -3.035242, -2.355499, -2.928918, -2.892567, -3.121529, -3.69845, -2.7936, -2.885896, -3.174318, -2.348742, -3.189614, -3.601469, -2.120669, -2.969195, -2.642703, -2.391662, -3.742474, -0.257803, -0.257097, 0.25262, 0.539686, -0.165269, -0.67851, -0.102398, -0.136098, 0.820583, -0.332023, -0.388565, 0.774676, 0.816718, -0.752991, 0.5331, 0.099277, 0.309218, 0.726125, 0.856673, -0.44986, 0.508787, -0.722352, 0.217745, 0.595698, -0.323846, 0.385966, 0.391448, 0.386463, -0.915958, 0.026251, 0.616942, -0.083104, 0.467216, -0.378195, 0.548771, -0.276585, 0.114881, 0.400328, -0.513736, 0.372109, -0.617806, 0.275274, 0.138084, -0.138533, -0.52869, 0.301424, 0.571733, 0.68226, -0.530404, 0.578726, -0.491918, -0.259537, 0.44422, 0.163359, 0.258777, -0.053478, -0.858377, -0.334541, 0.071281, 0.433538]\n",
+ "f2_h =[0.022683, 0.069198, 0.053085, 0.055324, 0.001738, 0.033462, -0.06326, -0.013236, -0.026487, 0.047928, 0.041474, -0.06343, -0.064899, 0.01198, -0.057507, 0.040856, -0.014774, -0.03906, 0.078495, 0.026958, 0.011894, -0.09079, 0.007996, 0.032257, -0.018733, 0.069452, 0.040873, 0.047962, 0.025843, -0.023346, -0.011721, -0.00032, 0.033581, -0.557435, -0.165216, 0.370524, 0.126169, -0.531892, 0.58676, -0.761892, 0.148884, -0.702665, 0.482416, -0.673235, 0.277346, -0.011033, 0.066654, -0.263965, 0.097093, -0.672982, 0.051427, -0.382225, 0.046041, -0.198249, -0.347704, 0.25302, 0.078446, -0.459655, 0.382338, -0.660588, -0.143806, -0.669945, 0.296855, -0.225828, -0.091698, 0.097194, -0.410873, 0.033068, -0.08933, -0.750346, -0.745681, -0.153258, 0.703027, 0.298511, 0.245003, 0.447541, -0.276868, 0.719525, 0.091226, 0.548791, 0.251193, 0.427959, 0.858853, 0.497112, -0.26069, 0.652847, 0.357768, -0.843201, 0.094013, -0.689706, 0.022821, 0.54136, 0.786843, 0.030236, 0.320246, 0.230617, -0.101455, 0.278274, -0.174357, 0.01996, 0.068536, -0.259004, 0.073905, 0.613045, 0.096256, -0.745843, 0.576378, 0.101766, -0.103739, 0.390422, -0.40471, 0.323449, -0.243128, -0.876719, 0.344842, 0.695052, -0.265349, 0.583035, -0.171137, 0.767379, -0.335877, -0.383773, -0.552876, 0.26318, 0.304909, 0.602433, -0.972276, 0.05604, 0.272222, -0.446254, -0.178669, -0.369218, 0.156878, -0.705822, -0.871306, -0.447355, 0.53801, -0.105247, 0.036684, 0.012815, -0.126832, 0.893868, -0.535134, -0.415442, -0.198939, -0.874082, 0.678772, -0.201018, -0.085163, -0.392598, -0.116857, 0.42604, 2.879026, 3.339622, 3.164447, 3.36243, 2.395462, 3.019065, 2.918835, 2.961669, 2.888145, 2.280202, 2.852309, 3.236697, 2.810907, 2.708342, 2.864252, 3.3971, 2.184721, 2.755337, 3.449364, 2.289555, 2.627695, 2.402052, 2.671151, 3.532532, 2.195408, 3.106696, 2.176698, 2.917456, 2.884296, 3.899389, -2.862605, -3.909294, -3.64399, -2.900845, -3.072026, -2.877792, -2.929682, -2.853299, -3.600658, -3.357134, -3.543896, -2.367165, -3.152736, -2.731829, -2.882579, -2.949164, -3.122279, -3.026392, -2.430535, -3.657507, -2.483666, -3.671958, -2.807808, -3.038903, -2.411717, -2.733752, -3.126866, -2.885598, -3.642585, -2.608597]\n",
+ "kmeans_clusters_h = [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3]\n",
+ "agglo_clusters_h = [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]\n",
+ "dbscan_clusters_h = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6]\n",
+ "hdbscan_clusters_h = [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]\n",
+ "\n",
+ "# T.DATA SILHOUETTE , AVERAGE\n",
+ "f0_t =[1.295428, 1.409178, 1.096803, 1.463328, 1.603284, 1.001833, 1.517445, 1.617901, 1.083162, 1.669991, 1.457644, 0.914329, 1.643737, 1.595419, 1.153698, 1.524989, 1.247658, 0.826074, 0.877268, 0.809343, 1.546564, 1.555207, 1.570894, 0.9618, 0.948567, 1.527893, 0.788416, 0.90298, 1.834789, 1.369116, 1.248246, 1.554125, 1.757288, 1.868755, 1.302702, 1.924263, 1.269947, 1.094222, 1.990546, 1.755073, 1.633957, 0.693121, 0.532497, 1.214785, 1.495177, 1.049537, 0.994137, 1.258023, 1.348109, 1.215102, 1.645533, 1.896597, 0.813372, 1.595849, 1.672338, 1.138984, 1.812173, 1.41094, 1.511001, 1.573745, 1.154986, 2.090848, 0.423861, 1.563656, 0.873642, 1.967473, 0.788993, 1.496743, 1.87889, 0.844426, 2.070226, 1.050955, 1.833459, 1.892107, 1.382171, 2.087972, 0.858115, 1.838192, 1.161382, 1.903102, 0.541289, 0.442275, 1.584697, 1.496522, 1.931225, 1.639036, 1.537661, 1.964698, 1.752882, 0.972497, 1.98307, 1.376106, 0.826883, 0.465236, 1.295867, 2.065866, 1.923298, 0.543922, 2.078767, 2.019462, -0.609828, -0.496078, -0.808453, -0.441928, -0.301972, -0.903423, -0.387811, -0.287355, -0.822094, -0.235265, -0.447612, -0.990926, -0.261519, -0.309837, -0.751558, -0.380266, -0.657598, -1.079182, -1.027988, -1.095913, -0.358692, -0.350049, -0.334362, -0.943456, -0.956689, -0.377363, -1.116839, -1.002276, -0.070467, -0.53614, -0.65701, -0.351131, -0.147968, -0.036501, -0.602554, 0.019007, -0.635309, -0.811034, 0.08529, -0.150182, -0.271299, -1.212135, -1.372759, -0.690471, -0.410079, -0.855718, -0.911119, -0.647233, -0.557147, -0.690154, -0.259723, -0.008659, -1.091884, -0.309407, -0.232918, -0.766272, -0.093083, -0.494316, -0.394255, -0.331511, -0.75027, 0.185592, -1.481394, -0.3416, -1.031614, 0.062217, -1.116262, -0.408513, -0.026366, -1.06083, 0.16497, -0.854301, -0.071797, -0.013149, -0.523085, 0.182716, -1.047141, -0.067064, -0.743874, -0.002154, -1.363967, -1.462981, -0.320559, -0.408734, 0.025969, -0.26622, -0.367594, 0.059442, -0.152374, -0.932759, 0.077814, -0.52915, -1.078373, -1.44002, -0.609389, 0.16061, 0.018042, -1.361334, 0.173511, 0.114206, -0.609828, -0.496078, -0.808453, -0.441928, -0.301972, -0.903423, -0.387811, -0.287355, -0.822094, -0.235265, -0.447612, -0.990926, -0.261519, -0.309837, -0.751558, -0.380266, -0.657598, -1.079182, -1.027988, -1.095913, -0.358692, -0.350049, -0.334362, -0.943456, -0.956689, -0.377363, -1.116839, -1.002276, -0.070467, -0.53614, -0.65701, -0.351131, -0.147968, -0.036501, -0.602554, 0.019007, -0.635309, -0.811034, 0.08529, -0.150182, -0.271299, -1.212135, -1.372759, -0.690471, -0.410079, -0.855718, -0.911119, -0.647233, -0.557147, -0.690154, -0.259723, -0.008659, -1.091884, -0.309407, -0.232918, -0.766272, -0.093083, -0.494316, -0.394255, -0.331511, -0.75027, 0.185592, -1.481394, -0.3416, -1.031614, 0.062217, -1.116262, -0.408513, -0.026366, -1.06083, 0.16497, -0.854301, -0.071797, -0.013149, -0.523085, 0.182716, -1.047141, -0.067064, -0.743874, -0.002154, -1.363967, -1.462981, -0.320559, -0.408734, 0.025969, -0.26622, -0.367594, 0.059442, -0.152374, -0.932759, 0.077814, -0.52915, -1.078373, -1.44002, -0.609389, 0.16061, 0.018042, -1.361334, 0.173511, 0.114206, 0.025258, 0.139007, -0.173368, 0.193157, 0.333114, -0.268338, 0.247275, 0.347731, -0.187009, 0.39982, 0.187473, -0.355841, 0.373566, 0.325248, -0.116472, 0.254819, -0.022512, -0.444097, -0.392902, -0.460828, 0.276393, 0.285036, 0.300723, -0.30837, -0.321604, 0.257722, -0.481754, -0.367191, 0.564618, 0.098946, -0.021924, 0.283954, 0.487117, 0.598584, 0.032531, 0.654092, -0.000224, -0.175949, 0.720375, 0.484903, 0.363787, -0.57705, -0.737673, -0.055386, 0.225006, -0.220633, -0.276033, -0.012148, 0.077938, -0.055068, 0.375362, 0.626426, -0.456799, 0.325678, 0.402167, -0.131187, 0.542002, 0.140769, 0.24083, 0.303574, -0.115184, 0.820677, -0.846309, 0.293485, -0.396529, 0.697302, -0.481177, 0.226572, 0.608719, -0.425745, 0.800055, -0.219216, 0.563288, 0.621936, 0.112, 0.817801, -0.412056, 0.568022, -0.108789, 0.632931, -0.728882, -0.827896, 0.314526, 0.226352, 0.661054, 0.368866, 0.267491, 0.694527, 0.482711, -0.297673, 0.712899, 0.105936, -0.443288, -0.804935, 0.025696, 0.795695, 0.653127, -0.726249, 0.808596, 0.749291]\n",
+ "f1_t =[0.050829, -0.035191, 0.246365, 0.265354, 0.080577, -0.083266, 0.286702, -0.158504, -0.371103, 0.0866, -0.401268, 0.242193, 0.153696, -0.310447, -0.25427, 0.162923, -0.333062, -0.31543, 0.354988, 0.313444, 0.055433, 0.48368, -0.469775, 0.345034, -0.327407, -0.082015, -0.376902, -0.180361, -0.1316, -0.0194, -0.632417, -0.002265, -0.461343, -0.024153, 0.689971, -0.075534, -0.495785, -0.623419, -0.038016, 0.169729, 0.323377, -0.379451, -0.093011, 0.741492, 0.560867, -0.025452, 0.078633, 0.567255, -0.054338, -0.759198, 0.691991, 0.060015, -0.451022, 0.468001, 0.038413, 0.795001, -0.440793, 0.810588, 0.181599, -0.776984, -0.031269, -0.145125, 0.072789, -0.780312, -0.545259, 0.323425, 0.525355, -0.842129, 0.040344, 0.572656, -0.374627, -0.392183, 0.553213, -0.557534, 0.218436, 0.327809, -0.631101, 0.242957, -0.205692, -0.031523, -0.55812, 0.192988, -0.711383, 0.89135, 0.600832, -0.519435, 0.199144, -0.076565, -0.648626, 0.18899, -0.298888, -0.751302, -0.804229, -0.175502, -0.98012, 0.209456, -0.703156, -0.103244, -0.49264, -0.44784, 1.150829, 1.064809, 1.346365, 1.365354, 1.180577, 1.016734, 1.386702, 0.941496, 0.728897, 1.1866, 0.698732, 1.342193, 1.253696, 0.789553, 0.84573, 1.262923, 0.766938, 0.78457, 1.454988, 1.413444, 1.155433, 1.58368, 0.630225, 1.445034, 0.772593, 1.017985, 0.723098, 0.919639, 0.9684, 1.0806, 0.467583, 1.097735, 0.638657, 1.075847, 1.789971, 1.024466, 0.604215, 0.476581, 1.061984, 1.269729, 1.423377, 0.720549, 1.006989, 1.841492, 1.660867, 1.074548, 1.178633, 1.667255, 1.045662, 0.340802, 1.791991, 1.160015, 0.648978, 1.568001, 1.138413, 1.895001, 0.659207, 1.910588, 1.281599, 0.323016, 1.068731, 0.954875, 1.172789, 0.319688, 0.554741, 1.423425, 1.625355, 0.257871, 1.140344, 1.672656, 0.725373, 0.707817, 1.653213, 0.542466, 1.318436, 1.427809, 0.468899, 1.342957, 0.894308, 1.068477, 0.54188, 1.292988, 0.388617, 1.99135, 1.700833, 0.580565, 1.299144, 1.023435, 0.451374, 1.28899, 0.801112, 0.348698, 0.295771, 0.924498, 0.11988, 1.309457, 0.396844, 0.996756, 0.60736, 0.65216, -1.049171, -1.135191, -0.853635, -0.834646, -1.019423, -1.183266, -0.813298, -1.258504, -1.471103, -1.0134, -1.501268, -0.857807, -0.946304, -1.410447, -1.35427, -0.937077, -1.433062, -1.41543, -0.745012, -0.786556, -1.044567, -0.61632, -1.569775, -0.754966, -1.427407, -1.182015, -1.476902, -1.280361, -1.2316, -1.1194, -1.732417, -1.102265, -1.561343, -1.124153, -0.410029, -1.175534, -1.595785, -1.723419, -1.138016, -0.930271, -0.776623, -1.479451, -1.193011, -0.358508, -0.539133, -1.125452, -1.021367, -0.532745, -1.154338, -1.859198, -0.408009, -1.039985, -1.551023, -0.631999, -1.061587, -0.304999, -1.540793, -0.289412, -0.918401, -1.876984, -1.131269, -1.245125, -1.027211, -1.880313, -1.645259, -0.776575, -0.574645, -1.942129, -1.059656, -0.527344, -1.474627, -1.492183, -0.546787, -1.657534, -0.881564, -0.772191, -1.731101, -0.857043, -1.305692, -1.131523, -1.65812, -0.907012, -1.811383, -0.20865, -0.499168, -1.619435, -0.900856, -1.176565, -1.748626, -0.91101, -1.398888, -1.851302, -1.904229, -1.275502, -2.080121, -0.890544, -1.803156, -1.203244, -1.59264, -1.54784, 0.050829, -0.035191, 0.246365, 0.265354, 0.080577, -0.083266, 0.286702, -0.158504, -0.371103, 0.0866, -0.401268, 0.242193, 0.153696, -0.310447, -0.25427, 0.162923, -0.333062, -0.31543, 0.354988, 0.313444, 0.055433, 0.48368, -0.469775, 0.345034, -0.327407, -0.082015, -0.376902, -0.180361, -0.1316, -0.0194, -0.632417, -0.002265, -0.461343, -0.024153, 0.689971, -0.075534, -0.495785, -0.623419, -0.038016, 0.169729, 0.323377, -0.379451, -0.093011, 0.741492, 0.560867, -0.025452, 0.078633, 0.567255, -0.054338, -0.759198, 0.691991, 0.060015, -0.451022, 0.468001, 0.038413, 0.795001, -0.440793, 0.810588, 0.181599, -0.776984, -0.031269, -0.145125, 0.072789, -0.780312, -0.545259, 0.323425, 0.525355, -0.842129, 0.040344, 0.572656, -0.374627, -0.392183, 0.553213, -0.557534, 0.218436, 0.327809, -0.631101, 0.242957, -0.205692, -0.031523, -0.55812, 0.192988, -0.711383, 0.89135, 0.600832, -0.519435, 0.199144, -0.076565, -0.648626, 0.18899, -0.298888, -0.751302, -0.804229, -0.175502, -0.98012, 0.209456, -0.703156, -0.103244, -0.49264, -0.44784]\n",
+ "f2_t =[-0.385217, -0.25198, -0.415011, -0.513488, -0.470257, -0.681399, -0.547891, -0.301126, -0.358668, -0.280595, -0.407497, -0.310915, -0.241876, -0.368662, -0.87687, -0.877225, -0.037487, -0.389405, -0.618269, -0.296642, 0.057049, -0.659155, -0.218926, -0.838026, -0.020961, -1.018224, -0.297599, 0.045153, -0.725146, -1.095284, -0.625915, 0.175737, -0.29954, -0.790365, -0.424533, -0.683471, -0.961158, -0.759255, -0.442557, 0.057506, 0.090103, -0.683644, -0.520972, -0.523834, -0.002043, -1.177026, -1.15429, 0.081931, 0.324059, -0.258057, -0.414455, -0.92773, -0.915658, -1.018286, 0.250135, -0.276674, -0.894565, -0.558598, 0.327558, -0.460695, -1.278567, -0.340549, -0.41346, -0.622889, -0.993664, -0.047633, -0.945737, -0.328981, 0.185959, 0.070963, -0.433219, 0.319538, -0.026761, -0.072407, -1.332147, -0.70549, -0.978525, -1.132464, -1.341069, -1.119995, -0.350911, -0.087258, 0.061698, -0.227743, -0.133303, 0.252474, 0.442314, 0.200502, -0.958114, 0.441773, 0.120726, -1.041932, -0.158685, 0.077741, -0.463469, 0.084316, -0.246845, -1.101993, -0.146922, -0.932738, -0.385217, -0.25198, -0.415011, -0.513488, -0.470257, -0.681399, -0.547891, -0.301126, -0.358668, -0.280595, -0.407497, -0.310915, -0.241876, -0.368662, -0.87687, -0.877225, -0.037487, -0.389405, -0.618269, -0.296642, 0.057049, -0.659155, -0.218926, -0.838026, -0.020961, -1.018224, -0.297599, 0.045153, -0.725146, -1.095284, -0.625915, 0.175737, -0.29954, -0.790365, -0.424533, -0.683471, -0.961158, -0.759255, -0.442557, 0.057506, 0.090103, -0.683644, -0.520972, -0.523834, -0.002043, -1.177026, -1.15429, 0.081931, 0.324059, -0.258057, -0.414455, -0.92773, -0.915658, -1.018286, 0.250135, -0.276674, -0.894565, -0.558598, 0.327558, -0.460695, -1.278567, -0.340549, -0.41346, -0.622889, -0.993664, -0.047633, -0.945737, -0.328981, 0.185959, 0.070963, -0.433219, 0.319538, -0.026761, -0.072407, -1.332147, -0.70549, -0.978525, -1.132464, -1.341069, -1.119995, -0.350911, -0.087258, 0.061698, -0.227743, -0.133303, 0.252474, 0.442314, 0.200502, -0.958114, 0.441773, 0.120726, -1.041932, -0.158685, 0.077741, -0.463469, 0.084316, -0.246845, -1.101993, -0.146922, -0.932738, -0.385217, -0.25198, -0.415011, -0.513488, -0.470257, -0.681399, -0.547891, -0.301126, -0.358668, -0.280595, -0.407497, -0.310915, -0.241876, -0.368662, -0.87687, -0.877225, -0.037487, -0.389405, -0.618269, -0.296642, 0.057049, -0.659155, -0.218926, -0.838026, -0.020961, -1.018224, -0.297599, 0.045153, -0.725146, -1.095284, -0.625915, 0.175737, -0.29954, -0.790365, -0.424533, -0.683471, -0.961158, -0.759255, -0.442557, 0.057506, 0.090103, -0.683644, -0.520972, -0.523834, -0.002043, -1.177026, -1.15429, 0.081931, 0.324059, -0.258057, -0.414455, -0.92773, -0.915658, -1.018286, 0.250135, -0.276674, -0.894565, -0.558598, 0.327558, -0.460695, -1.278567, -0.340549, -0.41346, -0.622889, -0.993664, -0.047633, -0.945737, -0.328981, 0.185959, 0.070963, -0.433219, 0.319538, -0.026761, -0.072407, -1.332147, -0.70549, -0.978525, -1.132464, -1.341069, -1.119995, -0.350911, -0.087258, 0.061698, -0.227743, -0.133303, 0.252474, 0.442314, 0.200502, -0.958114, 0.441773, 0.120726, -1.041932, -0.158685, 0.077741, -0.463469, 0.084316, -0.246845, -1.101993, -0.146922, -0.932738, 1.411075, 1.544312, 1.381282, 1.282804, 1.326035, 1.114893, 1.248401, 1.495167, 1.437625, 1.515697, 1.388795, 1.485378, 1.554416, 1.42763, 0.919423, 0.919068, 1.758806, 1.406887, 1.178024, 1.499651, 1.853342, 1.137138, 1.577366, 0.958266, 1.775331, 0.778069, 1.498694, 1.841445, 1.071147, 0.701009, 1.170378, 1.97203, 1.496752, 1.005928, 1.37176, 1.112821, 0.835135, 1.037038, 1.353736, 1.853798, 1.886396, 1.112649, 1.275321, 1.272459, 1.79425, 0.619266, 0.642002, 1.878224, 2.120351, 1.538236, 1.381837, 0.868562, 0.880635, 0.778007, 2.046428, 1.519618, 0.901727, 1.237694, 2.12385, 1.335597, 0.517725, 1.455744, 1.382833, 1.173403, 0.802629, 1.748659, 0.850555, 1.467312, 1.982252, 1.867255, 1.363073, 2.11583, 1.769531, 1.723885, 0.464146, 1.090802, 0.817767, 0.663828, 0.455223, 0.676297, 1.445382, 1.709035, 1.857991, 1.56855, 1.66299, 2.048767, 2.238607, 1.996795, 0.838179, 2.238065, 1.917019, 0.75436, 1.637608, 1.874033, 1.332823, 1.880609, 1.549448, 0.6943, 1.64937, 0.863555]\n",
+ "kmeans_clusters_t = [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]\n",
+ "agglo_clusters_t = [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 0, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]\n",
+ "dbscan_clusters_t = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, -1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, -1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 2, 2, 2, 2, 2, 2, 2, 2, -1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, -1, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 3, -1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 3, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 3, -1, 3, 3, 3, 3, 3, 3]\n",
+ "hdbscan_clusters_t = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, -1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, -1, 0, 0, 0, -1, 0, 0, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, -1, 2, 2, 2, -1, 2, 2, -1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, -1, 2, 2, 2, -1, 2, 2, 2, -1, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, -1, 3, 3, 3, -1, 3, 3, -1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, -1, 3, 3, 3, -1, 3, 3, 3, -1, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, -1, 1, 1, 1, -1, 1, 1, -1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, -1, 1, 1, 1, -1, 1, 1, 1, -1, 1, 1]\n",
+ "\n",
+ "#Afficher la figure 3D de manière interactive\n",
+ "#fig = px.scatter_3d(df, x=f1_a, y=f0_a, z=f2_a,color=agglo_clusters_a)\n",
+ "#fig.show()\n",
+ "\n",
+ "#Afficher la figure 3D sous forme d'image\n",
+ "plot(f0_a,f1_a,3,labels=agglo_clusters_a,title=\"agglo\",z=f2_a)\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "10cb99ed",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# DIMENSION 2\n",
+ "\n",
+ "# ZGN.DATA SILHOUETTE\n",
+ "f0_zgn =[-2.98026, -2.8166, -3.02309, -2.89882, -2.81142, -2.75508, -2.87671, -2.69479, -2.73369, -2.66205, -2.52216, -2.5677, -2.46874, -2.51188, -2.44584, -2.44627, -2.40936, -2.27353, -2.23364, -2.19182, -2.23658, -2.0909, -2.10089, -1.98822, -2.02164, -2.03713, -1.95587, -1.83075, -1.77068, -1.76749, -1.81369, -1.69512, -1.62912, -1.59238, -1.64188, -1.60648, -1.46223, -1.45406, -1.43028, -1.42751, -1.31676, -1.31768, -1.30566, -1.26362, -1.23234, -1.15072, -1.15173, -1.02012, -0.976907, -1.01014, -1.02966, -0.902271, -0.885721, -0.928314, -0.85324, -0.811009, -0.691155, -0.652325, -0.688121, -0.596912, -0.680841, -0.512682, -0.61312, -0.477496, -0.40633, -0.402377, -0.428657, -0.252874, -0.264546, -0.116699, -0.173848, -0.153645, -0.0780875, -0.0609081, -0.0774878, 0.0403436, 0.105771, 0.0921523, 0.0997936, 0.218528, 0.220855, 0.287764, 0.378741, 0.357449, 0.395968, 0.46176, 0.464152, 0.471877, 0.531839, 0.640695, 0.662547, 0.579226, 0.619232, 0.666192, 0.731313, 0.847385, 0.887181, 0.907396, 0.969752, 0.983615, 1.07524, 1.03089, 1.08866, 1.18465, 1.191, 1.24154, 1.2215, 1.36961, 1.30465, 1.35663, 1.2769, 1.37985, 1.45649, 1.42148, 1.5229, 1.65234, 1.59626, 1.75273, 1.67429, 1.79384, 1.727, 1.89384, 1.95202, 2.03192, 2.04313, 2.0332, 2.02015, 2.06368, 2.21501, 2.19673, 2.30891, 2.28061, 2.26795, 2.34454, 2.48954, 2.46049, 2.46106, 2.51735, 2.51813, 2.50974, 2.59552, 2.67171, 2.71873, 2.81582, 2.77668, 2.94673, 2.8212, 2.88494, 2.93993, 3.02573, -1.08063, -1.07392, -1.06298, -0.927954, -0.990763, -0.968482, -1.03402, -1.16104, -1.06756, -1.12853, -0.942291, -0.997813, -0.922108, -0.944308, -1.11471, -0.83311, -0.936546, -0.964458, -0.941062, -0.865323, -0.81235, -1.08711, -1.00115, -1.06623, -0.897462, -1.01941, -1.02471, -0.951512, -0.961553, -1.01197, -0.932531, -1.05821, -1.17558, -0.963272, -1.16204, -0.988483, -1.05914, -0.960252, -0.868539, -0.910048, -0.918781, -0.968446, -1.05487, -0.854711, -0.933539, -0.928046, -1.23772, -0.973534, -0.752667, -1.07571, 0.981205, 0.869504, 0.928963, 1.04147, 1.17002, 1.09976, 0.866722, 0.951829, 0.754851, 1.1029, 1.20871, 1.08228, 1.00948, 1.09911, 0.895608, 1.04395, 1.08277, 0.851828, 1.0351, 0.947439, 0.870357, 0.923659, 0.959211, 0.920434, 0.752013, 1.00163, 1.15815, 1.10145, 1.09156, 1.06564, 0.889976, 0.921074, 0.889229, 0.922045, 0.944163, 0.957596, 1.12867, 1.04635, 1.03851, 1.07915, 0.905528, 1.19098, 1.0387, 1.00532, 1.03714, 1.05671, 1.01733, 1.08215, 0.987634, 1.08995, 0.418063, 2.22435, 1.71688, 0.768959, -1.78927, -1.13733, 2.12216, -2.81945, 2.82457, 2.40115, 0.473394, 2.01215, -1.38965, 1.01272, -1.69967, -2.71394, 2.37809, -2.08689, -2.84267, 1.0918, 1.02948, -2.29049, 2.14762, 1.0058, -2.44957, -1.16395, 0.81344, -0.633564, 2.95314, -1.28267, -0.711089, -1.53811, -1.3849, 0.365973, -2.0512, -0.197341, 1.09509, -1.82167, -2.13331, -1.68842, 2.10177, -1.85276, -0.93897, -0.153899, 1.55921, -0.261364, 2.6176, -2.30559, 1.67695, -1.48699]\n",
+ "f1_zgn =[-0.0182894, -0.0744169, 0.0831221, 0.156781, 0.230362, 0.225852, 0.231999, 0.237606, 0.340956, 0.360445, 0.40423, 0.419394, 0.493371, 0.462004, 0.5834, 0.615429, 0.69545, 0.574131, 0.717253, 0.731892, 0.812947, 0.860709, 0.912712, 1.01809, 0.88934, 1.07167, 1.05187, 1.06806, 1.07986, 1.20327, 1.27505, 1.23343, 1.30252, 1.33478, 1.37171, 1.4965, 1.55704, 1.47542, 1.56603, 1.5373, 1.69782, 1.70198, 1.69638, 1.78146, 1.84558, 1.80276, 1.87041, 1.92728, 1.94173, 2.09859, 2.06706, 1.93042, 1.90195, 1.86566, 1.84545, 1.7194, 1.78337, 1.67632, 1.6096, 1.71844, 1.64496, 1.59251, 1.53048, 1.52638, 1.46076, 1.3705, 1.37086, 1.25544, 1.3159, 1.27727, 1.12172, 1.13486, 1.04498, 1.02779, 0.995398, 0.954867, 0.879146, 0.962651, 0.801675, 0.880062, 0.713449, 0.760057, 0.621451, 0.619213, 0.599933, 0.547822, 0.571682, 0.573937, 0.42151, 0.380175, 0.337225, 0.340761, 0.281842, 0.33356, 0.250946, 0.125303, 0.189113, 0.131775, 0.162087, 0.0458227, 0.0621964, 0.0558239, 0.0902213, 0.138548, 0.17125, 0.259217, 0.30977, 0.236592, 0.319047, 0.403958, 0.437891, 0.470493, 0.537398, 0.515269, 0.551624, 0.681587, 0.718939, 0.763547, 0.685724, 0.705823, 0.870061, 0.830468, 0.850291, 0.918937, 0.994317, 1.03714, 1.1088, 1.10583, 1.05508, 1.20005, 1.16824, 1.29052, 1.32044, 1.29859, 1.3443, 1.3738, 1.49176, 1.56495, 1.64171, 1.53848, 1.67412, 1.61638, 1.7007, 1.78967, 1.81287, 1.86852, 1.8572, 1.965, 1.96222, 2.01201, 0.572724, 0.532272, 0.562718, 0.368623, 0.630663, 0.516218, 0.557845, 0.521573, 0.3686, 0.502044, 0.484057, 0.657687, 0.573429, 0.422316, 0.494044, 0.448318, 0.531111, 0.440981, 0.546824, 0.42459, 0.51065, 0.471042, 0.5839, 0.704646, 0.456344, 0.442902, 0.511688, 0.481933, 0.232871, 0.404168, 0.453748, 0.588991, 0.535306, 0.673713, 0.566005, 0.336398, 0.706981, 0.473931, 0.419587, 0.411538, 0.576044, 0.415153, 0.455604, 0.403564, 0.402755, 0.312162, 0.353467, 0.424591, 0.646837, 0.411465, 1.47568, 1.71501, 1.46087, 1.40634, 1.65157, 1.39019, 1.41553, 1.60382, 1.4708, 1.61778, 1.49386, 1.47226, 1.31821, 1.55392, 1.42946, 1.6375, 1.59111, 1.5927, 1.37235, 1.65149, 1.55257, 1.42614, 1.48687, 1.488, 1.50077, 1.51384, 1.57505, 1.48378, 1.38042, 1.60375, 1.54617, 1.52752, 1.5211, 1.38964, 1.44608, 1.67753, 1.36933, 1.43164, 1.48179, 1.56299, 1.59222, 1.52143, 1.59951, 1.6019, 1.53459, 1.40742, 1.38809, 1.70081, 1.50897, 1.52521, 1.44684, 1.75288, 0.278318, 0.695651, 1.86619, 1.48632, 1.46059, 0.0514259, 1.35292, 0.368312, 0.958668, 0.784924, 1.07721, 0.824151, 1.83171, 1.61544, 1.67865, 1.88799, 1.47646, 1.54971, 1.18758, 1.27613, 1.84006, 0.457376, 1.33727, 0.602204, 0.577565, 0.170238, 1.85665, 1.16573, 1.76283, 1.45721, 1.28192, 0.958811, 0.524993, 0.810667, 0.205875, 1.49352, 1.60667, 0.526325, 1.36478, 1.54546, 1.54911, 0.294296, 1.52283, 0.583313, 0.199698, 0.932589, 1.44161, 0.63996]\n",
+ "kmeans_clusters_zgn = [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 5, 5, 2, 6, 1, 7, 1, 1, 0, 1, 2, 5, 2, 2, 1, 2, 2, 3, 3, 2, 1, 5, 2, 4, 5, 4, 1, 2, 6, 2, 2, 0, 7, 0, 5, 2, 2, 4, 1, 2, 6, 0, 3, 0, 1, 2, 3, 4]\n",
+ "agglo_clusters_zgn = [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 0, 3, 3, 1, 1, 0, 2, 0, 0, 6, 0, 1, 3, 1, 2, 0, 1, 2, 5, 5, 2, 0, 3, 2, 4, 3, 4, 0, 1, 1, 1, 1, 6, 2, 6, 3, 1, 1, 4, 0, 1, 1, 6, 5, 6, 0, 2, 5, 4]\n",
+ "dbscan_clusters_zgn = [-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, -1, -1, -1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 3, 2, 2, 1, 1, 3, -1, 3, -1, 2, 3, 1, 2, 1, -1, 3, -1, -1, 5, 5, -1, 3, 2, -1, 4, 2, 4, 3, 1, 1, 1, 1, 2, 0, 2, 2, 1, 1, -1, 3, 1, 1, -1, 5, 2, -1, 0, 3, 4]\n",
+ "hdbscan_clusters_zgn = [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, -1, 3, 1, 3, 1, -1, 1, 1, 3, -1, 3, -1, 1, -1, -1, 0, 0, -1, 1, 1, -1, 2, 1, 2, 1, 3, 3, 3, 3, 1, 3, 1, 1, 3, -1, -1, 1, 3, 3, -1, 0, -1, -1, 3, -1, 2]# ZGO.DATA SILHOUETTE\n",
+ "f0_zgo =[-2.98026, -2.8166, -3.02309, -2.89882, -2.81142, -2.75508, -2.87671, -2.69479, -2.73369, -2.66205, -2.52216, -2.5677, -2.46874, -2.51188, -2.44584, -2.44627, -2.40936, -2.27353, -2.23364, -2.19182, -2.23658, -2.0909, -2.10089, -1.98822, -2.02164, -2.03713, -1.95587, -1.83075, -1.77068, -1.76749, -1.81369, -1.69512, -1.62912, -1.59238, -1.64188, -1.60648, -1.46223, -1.45406, -1.43028, -1.42751, -1.31676, -1.31768, -1.30566, -1.26362, -1.23234, -1.15072, -1.15173, -1.02012, -0.976907, -1.01014, -1.02966, -0.902271, -0.885721, -0.928314, -0.85324, -0.811009, -0.691155, -0.652325, -0.688121, -0.596912, -0.680841, -0.512682, -0.61312, -0.477496, -0.40633, -0.402377, -0.428657, -0.252874, -0.264546, -0.116699, -0.173848, -0.153645, -0.0780875, -0.0609081, -0.0774878, 0.0403436, 0.105771, 0.0921523, 0.0997936, 0.218528, 0.220855, 0.287764, 0.378741, 0.357449, 0.395968, 0.46176, 0.464152, 0.471877, 0.531839, 0.640695, 0.662547, 0.579226, 0.619232, 0.666192, 0.731313, 0.847385, 0.887181, 0.907396, 0.969752, 0.983615, 1.07524, 1.03089, 1.08866, 1.18465, 1.191, 1.24154, 1.2215, 1.36961, 1.30465, 1.35663, 1.2769, 1.37985, 1.45649, 1.42148, 1.5229, 1.65234, 1.59626, 1.75273, 1.67429, 1.79384, 1.727, 1.89384, 1.95202, 2.03192, 2.04313, 2.0332, 2.02015, 2.06368, 2.21501, 2.19673, 2.30891, 2.28061, 2.26795, 2.34454, 2.48954, 2.46049, 2.46106, 2.51735, 2.51813, 2.50974, 2.59552, 2.67171, 2.71873, 2.81582, 2.77668, 2.94673, 2.8212, 2.88494, 2.93993, 3.02573, -1.08063, -1.07392, -1.06298, -0.927954, -0.990763, -0.968482, -1.03402, -1.16104, -1.06756, -1.12853, -0.942291, -0.997813, -0.922108, -0.944308, -1.11471, -0.83311, -0.936546, -0.964458, -0.941062, -0.865323, -0.81235, -1.08711, -1.00115, -1.06623, -0.897462, -1.01941, -1.02471, -0.951512, -0.961553, -1.01197, -0.932531, -1.05821, -1.17558, -0.963272, -1.16204, -0.988483, -1.05914, -0.960252, -0.868539, -0.910048, -0.918781, -0.968446, -1.05487, -0.854711, -0.933539, -0.928046, -1.23772, -0.973534, -0.752667, -1.07571, 0.981205, 0.869504, 0.928963, 1.04147, 1.17002, 1.09976, 0.866722, 0.951829, 0.754851, 1.1029, 1.20871, 1.08228, 1.00948, 1.09911, 0.895608, 1.04395, 1.08277, 0.851828, 1.0351, 0.947439, 0.870357, 0.923659, 0.959211, 0.920434, 0.752013, 1.00163, 1.15815, 1.10145, 1.09156, 1.06564, 0.889976, 0.921074, 0.889229, 0.922045, 0.944163, 0.957596, 1.12867, 1.04635, 1.03851, 1.07915, 0.905528, 1.19098, 1.0387, 1.00532, 1.03714, 1.05671, 1.01733, 1.08215, 0.987634, 1.08995, -1.99561, -1.96999, -1.90224, -1.95643, -1.94549, -1.96983, -1.94243, -1.90882, -1.93795, -1.90227, -1.9212, -1.92995, -1.97028, -1.95873, -1.91688, 2.01631, 2.00798, 2.01296, 2.04242, 2.07954, 2.08594, 2.09822, 2.03964, 2.09411, 2.06699, 2.05834, 2.05908, 2.02809, 2.09672, 2.09188]\n",
+ "f1_zgo =[-0.0182894, -0.0744169, 0.0831221, 0.156781, 0.230362, 0.225852, 0.231999, 0.237606, 0.340956, 0.360445, 0.40423, 0.419394, 0.493371, 0.462004, 0.5834, 0.615429, 0.69545, 0.574131, 0.717253, 0.731892, 0.812947, 0.860709, 0.912712, 1.01809, 0.88934, 1.07167, 1.05187, 1.06806, 1.07986, 1.20327, 1.27505, 1.23343, 1.30252, 1.33478, 1.37171, 1.4965, 1.55704, 1.47542, 1.56603, 1.5373, 1.69782, 1.70198, 1.69638, 1.78146, 1.84558, 1.80276, 1.87041, 1.92728, 1.94173, 2.09859, 2.06706, 1.93042, 1.90195, 1.86566, 1.84545, 1.7194, 1.78337, 1.67632, 1.6096, 1.71844, 1.64496, 1.59251, 1.53048, 1.52638, 1.46076, 1.3705, 1.37086, 1.25544, 1.3159, 1.27727, 1.12172, 1.13486, 1.04498, 1.02779, 0.995398, 0.954867, 0.879146, 0.962651, 0.801675, 0.880062, 0.713449, 0.760057, 0.621451, 0.619213, 0.599933, 0.547822, 0.571682, 0.573937, 0.42151, 0.380175, 0.337225, 0.340761, 0.281842, 0.33356, 0.250946, 0.125303, 0.189113, 0.131775, 0.162087, 0.0458227, 0.0621964, 0.0558239, 0.0902213, 0.138548, 0.17125, 0.259217, 0.30977, 0.236592, 0.319047, 0.403958, 0.437891, 0.470493, 0.537398, 0.515269, 0.551624, 0.681587, 0.718939, 0.763547, 0.685724, 0.705823, 0.870061, 0.830468, 0.850291, 0.918937, 0.994317, 1.03714, 1.1088, 1.10583, 1.05508, 1.20005, 1.16824, 1.29052, 1.32044, 1.29859, 1.3443, 1.3738, 1.49176, 1.56495, 1.64171, 1.53848, 1.67412, 1.61638, 1.7007, 1.78967, 1.81287, 1.86852, 1.8572, 1.965, 1.96222, 2.01201, 0.572724, 0.532272, 0.562718, 0.368623, 0.630663, 0.516218, 0.557845, 0.521573, 0.3686, 0.502044, 0.484057, 0.657687, 0.573429, 0.422316, 0.494044, 0.448318, 0.531111, 0.440981, 0.546824, 0.42459, 0.51065, 0.471042, 0.5839, 0.704646, 0.456344, 0.442902, 0.511688, 0.481933, 0.232871, 0.404168, 0.453748, 0.588991, 0.535306, 0.673713, 0.566005, 0.336398, 0.706981, 0.473931, 0.419587, 0.411538, 0.576044, 0.415153, 0.455604, 0.403564, 0.402755, 0.312162, 0.353467, 0.424591, 0.646837, 0.411465, 1.47568, 1.71501, 1.46087, 1.40634, 1.65157, 1.39019, 1.41553, 1.60382, 1.4708, 1.61778, 1.49386, 1.47226, 1.31821, 1.55392, 1.42946, 1.6375, 1.59111, 1.5927, 1.37235, 1.65149, 1.55257, 1.42614, 1.48687, 1.488, 1.50077, 1.51384, 1.57505, 1.48378, 1.38042, 1.60375, 1.54617, 1.52752, 1.5211, 1.38964, 1.44608, 1.67753, 1.36933, 1.43164, 1.48179, 1.56299, 1.59222, 1.52143, 1.59951, 1.6019, 1.53459, 1.40742, 1.38809, 1.70081, 1.50897, 1.52521, 3.0634, 3.01419, 3.09649, 3.05383, 3.09378, 3.07454, 3.05499, 3.0552, 3.07964, 3.05585, 3.02805, 3.06946, 3.02656, 3.00585, 3.06116, -0.965955, -0.981911, -0.964264, -0.928442, -0.950032, -0.946028, -0.945153, -0.981834, -0.951622, -0.916897, -0.902959, -0.920499, -0.978391, -0.956203, -0.904421]\n",
+ "kmeans_clusters_zgo = [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7]\n",
+ "agglo_clusters_zgo = [4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7]\n",
+ "dbscan_clusters_zgo = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, -1, 2, -1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, -1, -1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, -1, -1, -1, -1, -1, -1, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, -1, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11]\n",
+ "hdbscan_clusters_zgo = [4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]\n",
+ "# TR.DATA SILHOUETTE\n",
+ "f0_tr=[-2.02802378232761, -2.03953265680177, -1.96159724109432, -1.95807182152309, -1.95160743476504, -1.86585418542088, -1.84280837512142, -1.90606143685174, -1.94040407944642, -1.96268717795142, -1.90148308807945, -1.88349239672658, -1.86345382419688, -1.85791968839962, -1.88571174513732, -1.79636608829717, -1.77147356438571, -1.86980442221719, -1.834736627139, -1.8583761975254, -1.91176738282474, -1.92266612855766, -1.97396635097302, -2.01041091243758, -2.04166287583004, -2.12599754136716, -2.08410818914243, -2.07643953325061, -2.13334638010121, -2.07065563404771, -2.04933242297387, -2.06408599712348, -2.01932971407123, -1.97542303969458, -1.93434398561271, -1.8999119729077, -1.87221609023082, -1.87531167575966, -1.89060980894665, -1.90963335899727, -1.9443687079433, -1.95476457184428, -2.01803438942269, -1.90958659115577, -1.84918849124052, -1.90534392040068, -1.92548816216564, -1.9488209298468, -1.90982267392998, -1.91399112725357, -1.90132520155384, -1.90275253932127, -1.90489606218584, -1.83646594798511, -1.84775449726808, -1.7719309670466, -1.84936860725811, -1.82013791977631, -1.81394520758408, -1.80314812914688, -1.78416615500888, -1.80928232766435, -1.82594269684782, -1.87687146600318, -1.93046102732695, -1.91528459525674, -1.89287410632527, -1.89022389498874, -1.84411052159476, -1.7416062873134, -1.76615784561623, -1.88161628939827, -1.83132936317516, -1.86678940130427, -1.90118983212764, -1.84991126364281, -1.86414991399536, -1.92518579960809, -1.91612062562063, -1.92306519374258, -1.92277698444759, -1.90351296439127, -1.92204596598089, -1.88982713855495, -1.90085146664589, -1.8842623684501, -1.82942041779263, -1.80766134325094, -1.8239579225275, -1.76651754160495, -1.71684234880684, -1.68942250083144, -1.67748591407587, -1.70888121787784, -1.64084859545134, -1.67086157480869, -1.56149492515786, -1.4848643938486, -1.49664941180363, -1.54797045681897, -1.58349078500393, -1.57064659954611, -1.58298119346922, -1.60035832343911, -1.64793925180236, -1.65019063804281, -1.68943586151566, -1.77283295834507, -1.79184428435946, -1.74589445390642, -1.77466180203684, -1.74426358592559, -1.82515772134004, -1.82793581961627, -1.8019654594191, -1.78690779131076, -1.78162398160332, -1.81365928201858, -1.85614449932026, -1.90735093885051, -1.9014686089955, -1.94884233970474, -1.97337021188978, -1.98617482149969, -1.89398172123808, -1.92657921632285, -1.91480988770861, -1.91091184523042, -1.95900467693693, -1.96257008124311, -1.89034253832194, -1.86776733566798, -1.86570568956833, -1.88683053118532, -1.98949289226234, -1.93292603159163, -2.00595803513787, -1.96896065959401, -1.87350548113313, -1.94570013918172, -1.91061092241299, -1.92372079688311, -2.00232800484038, -2.07806138752947, -2.1581381962082, -2.18468352231672, -2.25777130156651, -2.22337546291772, -2.11837001589144, -2.1827215396932, -2.14333459731944, -2.10488248526939, -2.08827235632189, -2.13869118673574, -2.14466381706727, -2.15868358382578, -2.13053410716476, -2.14915604496995, -2.10030737563567, -2.11903641852402, -2.06640084524505, -2.11885969557835, -2.18186745781626, -2.01981546106914, -2.04065834047716, -2.02574696090013, -1.99391847719843, -2.01810750848387, -1.99226440626819, -1.97381617989894, -1.98458520528102, -1.98132055360476, -1.98302391629168, -1.87660132134087, -1.91366812615451, -1.96846793950824, -1.96657851954969, -1.95105448207753, -1.92922830813202, -1.95214657476758, -2.00531288146614, -1.94215362266166, -1.95963614205934, -2.00291178519201, -2.01472576363907, -2.02458455835649, -1.96908854387081, -1.96485167926095, -1.92714899000173, -1.95211359086034, -1.94139132538126, -1.9576256209558, -1.95289644454712, -1.997664612446, -2.0632046891124, -1.963344019875, -1.93330857869138, -1.99587214677263, -2.02643044260665, -2.08570444683651, -1.97576392939233, -1.91014328057065, -1.92340053340547, -1.89624083044386, -1.91695782783981, -1.94077017257059, -1.9802003144631, -2.00993117783607, -1.92738580446924, -1.93008721072351, -1.92412494890213, -1.91194057742218, -1.85031678349791, -1.87611997504515, -1.92574533256475, -1.84196048594459, -1.86401864678986, -1.90017194528685, -1.96198560123101, -2.0262213873469, -2.0549200613118, -2.02402077045348, -1.96852836350699, -1.93314894581521, -1.95133181066997, -1.94834431380074, -1.98357413698475, -2.01943504506345, -1.9752025201146, -2.02598214904478, -1.92821745077016, -1.93273343046845, -1.92200648913699, -1.95893287437397, -1.98765230886213, -2.05350311547739, -2.06264938489603, -2.0417002646498, -2.02548504744174, -2.06456187179447, -2.10399297033717, -2.12910290625432, -2.054299872762, -2.11116505379529, -2.1201176335143, -2.02499954243035, -2.03004828669679, -2.09804032188786, -2.13127879365156, -2.10700579470632, -2.12578593828981, -2.1538797564673, -2.17107561817372, -2.16655078581676, -2.08662534725947, -2.09105360286641, -2.03701362805884, -2.00547592227631, -2.01115791705161, -2.08780301719614, -2.11385888307377, -2.13835240573069, -2.13599468409262, -2.07098475020928, -1.95633080151772, -1.87895174856853, -1.88560929678498, -1.97343566656286, -1.99287465976645, -1.98841429861279, -1.94616364840941, -1.8980372499852, -1.86382177851438, -1.93358549600435, -1.89110334372268, -1.91343120454404, -1.90469106953598, -1.90096351067729, -1.87955517242877, -1.87832142328746, -1.96169517816674, -1.92487037992807, -1.90556905151059, -1.9188516327745, -1.91294440722217, -1.90624247495374, -1.89519150152569, -1.81314919322682, -1.82410171217349, -1.81569844297926, -1.7572792493258, -1.70457019815696, -1.64730704263794, -1.67618044269092, -1.57605630617628, -1.57272126262977, -1.47937867039442, -1.54692380469596, -1.54587462537825, -1.48337889682979, -1.51914100619093, -1.55677545460181, -1.60370238978216, -1.6563280537491, -1.67818603040812, -1.66162707176017, -1.7623375966562, -1.75173857498759, -1.68990482266676, -1.58802612175474, -1.52296732214471, -1.48512858395491, -1.57146510391063, -1.60154043931097, -1.6191427621401, -1.58396656700225, -1.58925013370244, -1.65218256510545, -1.56796077970074, -1.52239121511095, -1.51051970148639, -1.4496142709701, -1.51655298533185, -1.48351197044236, -1.50965758925803, -1.4754703131655, -1.4785114108985, -1.44686337524693, -1.38008749449396, -1.37972298997811, -1.32884505813051, -1.38826675988791, -1.42434698190971, -1.3483860963403, -1.3295166976891, -1.43212783871079, -1.50032971131491, -1.51036876209437, -1.46707979187764, -1.4721739546634, -1.44096458106237, -1.39301431217298, -1.30946157072983, -1.30666073406608, -1.30925982937513, -1.39692169733224, -1.39195531762785, -1.42054782052263, -1.46924829966283, -1.47824361121521, -1.42749645257803, -1.52713387701246, -1.54849784137273, -1.54266597719359, -1.58732635569634, -1.57063120857138, -1.55005971254059, -1.55171152050439, -1.67500643019239, -1.54643352289906, -1.55669848577247, -1.52413882169309, -1.51045049714126, -1.45921683540034, -1.41833386308164, -1.42882352164306, -1.40991513303264, -1.45718557458883, -1.41433942404387, -1.43739134098809, -1.31655267329867, -1.39910511808308, -1.42230448023138, -1.38103548709342, -1.35552885974949, -1.38500291167524, -1.43484194878562, -1.42761816355008, -1.42833353420843, -1.51784759607163, -1.51612004271494, -1.50660852693031, -1.49787220708122, -1.55062305921136, -1.52681639529622, -1.45788788844826, -1.43507606828927, -1.49185549180799, -1.51363776529258, -1.4963325843149, -1.52868486588082, -1.63656718263158, -1.59235464163017, -1.6338285222114, -1.66250653574981, -1.58731150529958, -1.62601875177985, -1.58373217477039, -1.64676631871133, -1.66449343886503, -1.66817123982185, -1.72660381104307, -1.75834122428851, -1.75978330193493, -1.72624850349823, -1.80877583066949, -1.82626354263005, -1.78844322070278, -1.81538367870166, -1.80401908261801, -1.77940765411479, -1.76601590334821, -1.73335301937464, -1.73948845242351, -1.76017227810311, -1.89232972570456, -1.89697677662853, -1.87546254181053, -1.84869259976713, -1.87645651733279, -1.78748137184403, -1.77316015086259, -1.76684435793965, -1.70323101896622, -1.73915433003218, -1.76167126122842, -1.64179863722593, -1.64124217786489, -1.55956375679447, -1.6314890890402, -1.64101492914234, -1.6220937339605, -1.60709180670021, -1.65737361967575, -1.65641065594448, -1.71028168860008, -1.67464652233787, -1.62040776784484, -1.73165715266921, -1.6698724795542, -1.73192470439463, -1.70918624094549, -1.67619110903836, -1.68618560044343, -1.71844129828642, -1.71017524722432, -1.6882343121886, -1.64406917119116, -1.74668602038626, -1.82850498378921, -1.7569848667298, -1.70465342437423, -1.68288897692884, -1.64713005657329, -1.60127131069124, -1.73431745061452, -1.67880359578258, -1.7030529756107, -1.69152213407914, -1.70628002412332, -1.66268177641938, -1.68010539886716, -1.65418021057275, -1.6737144595047, -1.72835381995977, -1.66785329443776, -1.63080829387405, -1.54459518191622, -1.54133748528726, -1.48508734799585, -1.38631639529489, -1.40039050104684, -1.4665380566846, -1.47850563504151, -1.48920769704078, -1.48162367181531, -1.39600842294935, -1.41231561757462, -1.39366538478437, -1.40504958802915, -1.4040270526029, -1.38832416942758, -1.32191343462573, -1.31584751575119, -1.28020539974964, -1.24126239826046, -1.19552373471768, -1.2242434623269, -1.14289940161717, -1.16194723858187, -1.16723644696435, -1.09703393357864, -1.03232973827137, -1.08682933189193, -1.1304828819128, -1.19838683488133, -1.18929447525034, -1.18105243185442, -1.16284669748666, -1.13523881177574, -1.16533345407499, -1.21501838362992, -1.16367913082618, -1.12612606569586, -1.2015843925623, -1.20634176510476, -1.25113915624259, -1.35467670976968, -1.34717070321028, -1.35113128867321, -1.35599975204886, -1.3451921249588, -1.30106886673897, -1.2907889915148, -1.32161078365848, -1.35835074625454, -1.3649408859066, -1.34944003657765, -1.40142405421275, -1.41063949765487, -1.36227613464648, -1.3676901392082, -1.40261117258792, -1.4164084310092, -1.3606760037411, -1.33317380568039, -1.27134001567631, -1.26438512281822, -1.2438713679937, -1.27179421361111, -1.24152568016459, -1.26684235727405, -1.33787063250884, -1.33147098422463, -1.23417842333806, -1.19413270635941, -1.1358700368621, -1.11792725070744, -1.14835510962325, -1.15846715237876, -1.17212955771936, -1.19556454670847, -1.16035618251198, -1.22022435763025, -1.17690605102461, -1.13369842671332, -1.19362954466675, -1.16165494477173, -1.0401436121545, -1.06800438625158, -1.02575917418118, -1.06486926646215, -1.00933369555201, -0.996842459555681, -0.914246689974523, -0.987195226401368, -0.989760120707637, -1.01610637951392, -1.02596962296773, -1.05744856010203, -1.09914073912878, -1.07020462039796, -1.12458365610181, -1.05038210952399, -1.10969243878968, -1.10463848121991, -1.07798901687859, -1.04865224992396, -1.06373958311728, -1.05976448335086, -1.01170127576037, -1.0845245716142, -1.1236115571908, -1.10759144147497, -1.12983054039182, -1.06133034069327, -1.02766764752553, -1.02405930990479, -1.09944717578162, -1.09814216451531, -1.11396295792516, -1.11908028360119, -1.17815824495398, -1.15322534276248, -1.20517316477783, -1.21648426384995, -1.19741297237738, -1.23658876182804, -1.20743919154403, -1.27326471162662, -1.41375344557464, -1.39050504603535, -1.3484780546873, -1.36277032586687, -1.33756401313729, -1.39535983939147, -1.40171726973276, -1.49879318853479, -1.43973414396286, -1.3467386008857, -1.2930379878716, -1.29440533619229, -1.29607185330609, -1.37187523446364, -1.33235596726923, -1.34289267630382, -1.37572982257187, -1.44633111220479, -1.4613192370371, -1.50377229378794, -1.52362381980433, -1.58450381919251, -1.50012434504522, -1.50092447140562, -1.447177217542, -1.57726220105489, -1.59992209255463, -1.63369620713423, -1.69484251610253, -1.61751205839132, -1.6882761543798, -1.6723566413594, -1.63003482708041, -1.62112531765951, -1.66488809153429, -1.61782980119808, -1.60930039710604, -1.66247529242514, -1.73187774480524, -1.62754187308058, -1.66146703035151, -1.75424561304741, -1.72758264490973, -1.71207113210668, -1.77976284889281, -1.87691066957191, -1.88272579542984, -1.82575598084437, -1.79394977908526, -1.81859665029336, -1.86030606187258, -1.84675272403505, -1.83888505667424, -1.80739946933961, -1.82718936685405, -1.7822216641939, -1.82376224056071, -1.84028947556671, -1.80324874938041, -1.75375016894906, -1.85067540402172, -1.84531588367092, -1.81487693308419, -1.88741814875872, -1.86338686876496, -1.9047955822848, -1.85378293167657, -1.82685883007144, -1.78840621532166, -1.78237024885731, -1.73918782714942, -1.6701621007337, -1.57184969996091, -1.57326945269837, -1.68572200721499, -1.68414570698529, -1.67386764656279, -1.68163491392001, -1.65322048288116, -1.60268658465544, -1.62858570616383, -1.64329047252164, -1.62339836208162, -1.65090954915608, -1.64634617998167, -1.74443155992593, -1.80042654599581, -1.86681431977602, -1.90949550461238, -1.94416073100891, -1.9250454738816, -1.87593982375546, -1.91230900020984, -1.96215094932874, -2.01423539227822, -2.0349648285964, -2.04691628200403, -2.02273540531211, -2.03880164742053, -2.14272611086354, -2.14729782464104, -2.08793848410846, -2.02835842068295, -2.06780658158851, -2.14519540877039, -2.02229238417712, -2.0304134813011, -2.03528604380638, -2.01425733437147, -2.09495930720243, -2.13137026276199, -2.20839238302649, -2.24304711372702, -2.23710464207679, -2.30534011497614, -2.27584098100777, -2.26137377956691, -2.30658453084794, -2.29526828372888, -2.25786422560419, -2.2048094629411, -2.21545187687343, -2.22013371656898, -2.22446942331808, -2.15239633551533, -2.09614274090143, -2.05442266251358, -2.06878970250561, -2.05012763079729, -2.02996311423626, -2.08204677895072, -2.16846200471676, -2.13637050333418, -2.2128360298932, -2.21275184546899, -2.20023945440157, -2.17204608488628, -2.16257477301054, -2.19921746332539, -2.14989917033062, -2.06296748198531, -2.01890854153904, -2.11609108660523, -2.04611227733509, -2.0489150746444, -2.02266936067844, -1.99156769888488, -1.99640200254522, -2.00016516242765, -1.94920730896111, -1.9136272128368, -1.86411410053459, -1.74496776577307, -1.71174697258837, -1.7013779147191, -1.81190957024788, -1.67732387008558, -1.70145771117539, -1.58272097542062, -1.56398879702037, -1.48706728707553, -1.49255280313434, -1.46697926539944, -1.45628136641732, -1.465587401386, -1.47160709261712, -1.42096537582491, -1.43103828317349, -1.53292240789553, -1.54271687033702, -1.5157273400602, -1.48490455424263, -1.45407616336876, -1.53868123941221, -1.52024413651165, -1.4718511760143, -1.40802224194092, -1.41927030549312, -1.43536493480226, -1.36097304320836, -1.44436944549733, -1.46621094434298, -1.44333784037511, -1.52422652864417, -1.51024513552259, -1.41635193446998, -1.41655496714179, -1.43047766838997, -1.40673208268827, -1.42068569122763, -1.38001567252368, -1.3347938993012, -1.33465931623969, -1.39349392412718, -1.45940496050013, -1.4890548287829, -1.44918580375541, -1.54709606248825, -1.64141232042488, -1.67410131166288, -1.65438156926385, -1.7000598716721, -1.6557224198173, -1.63905392130954, -1.64758590222147, -1.60664449539488, -1.58722623725392, -1.60952298861452, -1.59796724189362, -1.56559157399474, -1.54777740675163, -1.58067791714911, -1.5379178068959, -1.48027099561797, -1.4664572677908, -1.45925203466769, -1.46303328870668, -1.35496249639154, -1.34114671978475, -1.34906142121975, -1.47445731132961, -1.55272139958114, -1.55660505961167, -1.54629035736951, -1.53244673442643, -1.491371395404, -1.50107901587002, -1.4403495761459, -1.48642537828938, -1.54684751431153, -1.60829682318922, -1.57118197197989, -1.57532796909685, -1.53583707300583, -1.54922239408368, -1.57881699919432, -1.59723462795065, -1.68986546916274, -1.74834623218344, -1.82044796450136, -1.7677318509026, -1.79759835547074, -1.75812536283123, -1.68230083274663, -1.69188957320213, -1.67769562788451, -1.76524900385431, -1.8061824927303, -1.80337175026116, -1.78841740509435, -1.8263873109593, -1.69214436099796, -1.71506386795258, -1.71185169012108, -1.6793620967634, -1.6806630285021, -1.71284139785346, -1.66057611465529, -1.57979884849493, -1.58128354704742, -1.55317017977727, -1.5580408047024, -1.50721804381729, -1.56502641353029, -1.44898340233056, -1.47915996471998, -1.55210243544188, -1.56964832680154, -1.56231290259429, -1.48113184221027, -1.43557135837171, -1.42844843676942, -1.49792261296883, -1.54122450020243, -1.5493887468139, -1.42173744114087, -1.51474881985179, -1.45819608725949, -1.48455780012118, -1.40125825512181, -1.45821828712048, -1.45103712538735, -1.50601467247248, -1.4608388511544, -1.3866498767175, -1.28911382639744, -1.24923379351796, -1.15707048078907, -1.09474928535599, -1.10134303094719, -1.07749116903295, -1.12609087960675, -1.1353509880768, -1.07430280265936, -1.04723859548524, -1.02437072890398, -1.07627728088834, -1.10650294240504, -1.14473324309272, -1.12496844959204, -1.17449383111537, -1.14639176161042, -1.2022125822071, -1.11078605930033, -1.08775649182642, -1.12280667243909, -1.11075437581403, -1.12837703577542, -1.10981963778744, -1.09764300184943, -1.1483487104825, -1.18791440442347, -1.1729347201865, -1.09098212474892, -1.03675127431537, -1.06797964799628, -1.0266835029139, -1.02911192055172, -1.0140462379658, -1.00102816342897, -0.872255675242798, -0.931520115772159, -0.926474122821516, -1.0154729872199, -0.985981191071959, -0.931150767485889, -0.858867655430831, -0.955124918022687, -0.934486443162986, -0.854817945593803, -0.875518738745918, -0.886126265350016, -0.887953126460253, -0.869702188888601, -0.836444195101303, -0.770553150915728, -0.775327530437978, -0.765513628164355, -0.641113734303282, -0.619558787897532, -0.61012113243104, -0.677233288695213, -0.677090486314101, -0.688156793972446, -0.688709085462914, -0.717479967526472, -0.751820750148608, -0.787859431739614, -0.798584657509602, -0.730178025108171, -0.677723693780205, -0.695722449677358, -0.780018272404294, -0.822247443831092, -0.845135470493118, -0.839953570281702, -0.873083934066743, -0.772749899525148, -0.786363276246066, -0.847060499758042, -0.854123587622167, -0.904392466701838, -0.896584681338072, -0.884903000633578, -0.867123620052159, -0.94821653300837, -0.937180968459837, -0.921658464432755, -0.992713886807979, -0.944945604821459, -0.905737060866742, -0.79075609280902, -0.782920943440233, -0.780584267064333, -0.775754975360211, -0.772266663815196, -0.86469030258208, -0.948246655514192, -0.952123603853752, -0.981176972882077, -0.978440146629206, -1.08400056529223, -1.15893547801857, -1.21400964996551, -1.16470673891249, -1.219631239267, -1.25960693694583, -1.25561324601212, -1.27175056410338, -1.26442970516998, -1.1491766060677, -1.20540678963061, -1.2206802716261, -1.24651824411329, -1.17089847277166, -1.20937271891618, -1.21347706410496, -1.17412038338883, -1.22704991018625, -1.14429111939915, -1.11050299862543, -1.16421332910195, -1.14148443864907, -1.15214979581072, -1.136488357211, -1.14098711706179, -1.08746131522287, -1.15501633450804, -1.18114716936783, -1.1936067032556, -1.24339663949817, -1.29539439168648, -1.29629340371531, -1.30290216035815, -1.43036929909567, -1.3783406263097, -1.36585433951044, -1.24504397085302, -1.21078405895047, -1.23313202439857, -1.09326246705066, -0.951651165854889, -1.0125867566694, -0.989135158871626, -0.999697504803234, -0.990344947475533, -0.978967811047093, -1.04206283419055, -1.02778335517842, -0.940320987021327, -0.948525487228067, -0.95667182276299, -0.886743222446117, -0.841823410411969, -0.924248151331034, -0.912820302667924, -0.830142940934038, -0.75937912343808, -0.738381543247369, -0.702320502891724, -0.762167263501158, -0.74716068515709, -0.794883131916481, -0.817784035321328, -0.771003851132348, -0.827848506716905, -0.814502594173252, -0.793085992199675, -0.790340393707694, -0.699230952615923, -0.750348319044685, -0.720041805972905, -0.724488334345439, -0.737529946537135, -0.714325384844516, -0.765345414378712, -0.831017960204633, -0.855742003978804, -0.768154146491031, -0.765365907760405, -0.748794187849011, -0.758286519732888, -0.734761883135197, -0.782345860286054, -0.724450336957622, -0.695215073945554, -0.73553771508014, -0.73281005278954, -0.696993471814584, -0.669106922711854, -0.59501022191801, -0.625659609662752, -0.569852778888233, -0.518025378391171, -0.526149534986314, -0.574945869627409, -0.629403129171634, -0.606513781274386, -0.610070117960431, -0.521114984617858, -0.494358086593048, -0.512955330351223, -0.564232442776078, -0.593352526506341, -0.576208106861474, -0.598754839214307, -0.573043333202772, -0.589760235811261, -0.595038231250985, -0.631563714891377, -0.536311535645941, -0.519680449072422, -0.508148767047449, -0.592741887791653, -0.559752292814186, -0.610933472258172, -0.655509550975887, -0.609592492424804, -0.632227524750216, -0.719646138750375, -0.631150933255907, -0.750021279525533, -0.721380703032554, -0.670518240578323, -0.70206663391135, -0.679852281340772, -0.657895761921345, -0.605864604275619, -0.581659634877993, -0.593903823832619, -0.548104220935608, -0.50807310311012, -0.55490155481691, -0.624940926516696, -0.616927049517037, -0.630625168255797, -0.679902123883911, -0.67570558990816, -0.741705416232505, -0.733644098666195, -0.764890518043291, -0.717032304333667, -0.59580784727559, -0.64160680945993, -0.588723600912781, -0.547466114524367, -0.550975825739635, -0.573658144442486, -0.494892759100612, -0.595165650012424, -0.627325389592107, -0.699167561774996, -0.629401889827692, -0.638937061459935, -0.665170621433418, -0.505968397730102, -0.508470261124483, -0.530657726717809, -0.515664464211002, -0.594085695248751, -0.569570563115147, -0.574378723169146, -0.550952467042638, -0.600070998839531, -0.651220190946928, -0.685890924110737, -0.724290402765376, -0.659337904431197, -0.580380626340793, -0.588225223992746, -0.60617205202198, -0.622623993543063, -0.619162169650413, -0.61431695796536, -0.599815238577081, -0.637149185629394, -0.67949400507041, -0.619640121883106, -0.647071489938272, -0.631919205177, -0.634767731867166, -0.682660201474699, -0.653107106004124, -0.644451862329476, -0.574462694518851, -0.568589715287502, -0.585167003197544, -0.571252257532276, -0.630531839984043, -0.672326542653723, -0.646812880096751, -0.663468925157949, -0.666766972475572, -0.672528057946669, -0.705053688885396, -0.805988121839517, -0.788546373330687, -0.750464397948344, -0.81490020971585, -0.74078007379292, -0.721522332608558, -0.654440317858865, -0.702298841420979, -0.693959777003267, -0.698960474950207, -0.660535103356118, -0.689328081751753, -0.689832965349376, -0.778765922786573, -0.817646994930098, -0.811395300746843, -0.846711375366254, -0.848889849656828, -0.872286148353089, -0.841939641545014, -0.783515226107536, -0.824640296747912, -0.839992124677649, -0.768004061759162, -0.877950224468347, -0.893942114055384, -0.790706899848217, -0.681027396395004, -0.673197630227496, -0.716378077758178, -0.708105206783656, -0.740743926581007, -0.668103062466433, -0.708427195251585, -0.689781615491148, -0.658789111762714, -0.696664619797506, -0.654088385722197, -0.691484884268012, -0.659972892785313, -0.605139811130136, -0.654561957249296, -0.599162205200316, -0.623638848760937, -0.608921179339088, -0.59882930572465, -0.62018912504156, -0.60678398154167, -0.668305527812862, -0.675112371422111, -0.633822829838852, -0.742529062300318, -0.816925371668231, -0.875022249548079, -0.954476734255351, -0.933497582290533, -0.983143999778333, -1.09137135404478, -1.1232497922988, -1.14278155487254, -1.09994228118364, -1.15512988798358, -1.09706542519665, -1.07714728941522, -1.05902968153344, -1.10165596504916, -1.00397257105426, -1.01218611265912, -1.10343099186804, -1.11362381543766, -1.21034601897426, -1.2258715247636, -1.24698287492308, -1.21289139040291, -1.16241658111603, -1.19872182936109, -1.15841638594234, -1.0872002304589, -1.12640743070103, -1.159027649026, -1.12648873086832, -1.11733633237112, -1.0898975843489, -1.01966336962153, -1.00030921364271, -0.947724150133938, -0.916578877017079, -0.894897857526636, -0.875593635617415, -0.811027470394512, -0.861140464080044, -0.916399600537919, -0.886802300368059, -0.892786783574714, -0.889086522990466, -0.852022654131896, -0.814357901739442, -0.827491426907531, -0.843118620357386, -0.839438689906993, -0.786287800442256, -0.764986776108305, -0.693336400567146, -0.693718244088144, -0.637434863827107, -0.593284748276244, -0.562680575231241, -0.541945539892318, -0.555939659749443, -0.561391535207905, -0.549921760422482, -0.547477315888517, -0.500316092469206, -0.505781948628528, -0.509300794707919, -0.533516749086203, -0.540433565513369, -0.543871847628561, -0.659558636323532, -0.727800221184248, -0.731424566681846, -0.744688755425071, -0.804732221835442, -0.904309130637593, -0.922027591633265, -0.889352803348551, -0.800690871752173, -0.80261371143764, -0.727954469406254, -0.723803361524455, -0.718026756311477, -0.70178549064404, -0.745314352907086, -0.74790026355183, -0.702477878612218, -0.739964167954827, -0.756044471449225, -0.813433008972188, -0.79571539914972, -0.774475410030269, -0.742058042469065, -0.80304854404491, -0.797686792307172, -0.844889676889664, -0.844908909325465, -0.777777713325161, -0.802953977671875, -0.767119811624934, -0.804603240829119, -0.828529651351634, -0.806593563822303, -0.840549177345197, -0.925697419102468, -0.862438997341802, -0.844421135447809, -0.873603107475814, -0.973307046842344, -0.878196558272379, -0.708678017208802, -0.698303996841029, -0.655813664465469, -0.594585648861761, -0.629675870538692, -0.647235682016519, -0.733591733848779, -0.770420645462372, -0.739300156318066, -0.75383595578011, -0.764546532489264, -0.77017451006439, -0.86335785918917, -0.821476362477586, -0.893651006924357, -0.90407951504514, -0.926007688148081, -0.936937378990891, -0.863939081754102, -0.89304207764987, -0.932196957435465, -1.00817965718266, -1.04846456126322, -1.10677379663161, -1.08637648681919, -1.12952669911959, -1.11432459736818, -1.12164597176058, -1.19332408075612, -1.23285447004225, -1.18859884728937, -1.14344504299164, -1.04316637927661, -1.0433453946966, -1.1181367353957, -1.15655758674646, -1.13613316150445, -1.04112634475972, -1.03562588858773, -0.978606547331307, -0.940202482096694, -0.998607063202561, -1.0071626958158, -0.94189961899842, -0.898094813518624, -0.874905006440234, -0.85104929417139, -0.87561955918186, -0.94158882484907, -0.876817535307505, -0.947828509890852, -0.994773305876143, -0.963325056250151, -1.02643478371963, -1.05402830438327, -1.11316827972239, -1.08213510183595, -1.05981945100404, -1.03872521634036, -1.01660197773308, -0.988739690414129, -0.956771865815603, -1.05520494364931, -1.06264576171731, -1.05702257108971, -1.02078876095732, -1.08016306475759, -1.10514307424838, -1.15882522378594, -1.10596321315046, -1.04200958398999, -1.00262574772203, -1.06374591685088, -1.04114831101405, -0.983625851695001, -0.975228802658178, -1.00353426930298, -1.05784018133354, -1.09110532111155, -1.05536290331408, -1.07694595833318, -1.06556521133618, -1.00081792155266, -0.971901174529189, -0.903667535455512, -0.988746525588533, -1.00278033957422, -0.999526938599612, -0.970597474019187, -1.02905780509564, -0.988748562323271, -0.973379058515154, -0.960188757834918, -0.934764518254666, -0.940582440248516, -0.89430513532356, -0.861893646636986, -0.86940411534537, -0.817385264378335, -0.802757330131026, -0.769319760159053, -0.799028642240264, -0.720007050390968, -0.720206497608467, -0.677814359163794, -0.682820185458428, -0.696801680807458, -0.657579768543458, -0.736810600773017, -0.712892293383315, -0.693213974733574, -0.8279804431898, -0.809561576763137, -0.917982464130488, -0.884992245285852, -0.907687931954911, -0.942434773216656, -0.942777088375289, -0.87412448612609, -0.905890639986984, -0.877985475289546, -0.860927581868452, -0.91990351332553, -1.00695461419223, -1.10658390275419, -1.07902019218079, -1.08075729525736, -0.988228710076825, -0.959544954663672, -0.917060160109542, -0.850340980842794, -0.875376935741043, -0.849872039329618, -0.806432375817411, -0.737964791417259, -0.699832234100941, -0.678774875449074, -0.722186077812635, -0.685708059764751, -0.660694766143836, -0.628982253458491, -0.607800001179878, -0.617891903415378, -0.621735198337079, -0.587366992673003, -0.578785417326776, -0.620290846043126, -0.634798802033409, -0.700755088242234, -0.74910668337568, -0.756337236882456, -0.846243864701202, -0.930670988430781, -0.875542728458977, -0.904373674669549, -0.996958261147123, -1.00260142311857, -0.936547959757496, -0.903435244910764, -0.881366084993082, -0.82217878937909, -0.860753861434135, -0.824269401866533, -0.853623682655476, -0.85358547333735, -0.742862207370344, -0.694390487584881, -0.65599010189902, -0.711406497489928, -0.750718293489664, -0.636512469476584, -0.691177507675249, -0.680453538910996, -0.635824985929142, -0.584887087312029, -0.530431486766067, -0.538587936260328, -0.579637271116328, -0.59500013276576, -0.640105033192733, -0.608751596036984, -0.552733844615678, -0.446373166991002, -0.428067447844416, -0.471806516704101, -0.420582773554439, -0.375344828869674, -0.387257263664815, -0.465150008858431, -0.427084514088735, -0.370627294306654, -0.38538268584195, -0.358570544924049, -0.372365068661575, -0.338249306404699, -0.344113842140441, -0.361347635336444, -0.355766610426584, -0.369936876175699, -0.399487734398413, -0.415284580960533, -0.41569218857681, -0.405317431540886, -0.328696250459594, -0.396596142007268, -0.406577094534915, -0.375000938145874, -0.286899892973731, -0.265599174842956, -0.266286845666726, -0.281664691146544, -0.26094928294113, -0.21149638693131, -0.220689302458613, -0.212501232116285, -0.201654414909066, -0.165190533198583, -0.109621512847348, -0.0956634720003668, -0.0994720055777258, -0.0297388489672969, -0.0215121430870178, 0.0573804558526563, 0.0542843229716787, 0.0849804711813631, 0.00767604146910106, 0.00205644340223055, 0.000966716404186219, -0.0369505544666409, -0.0887451986877559, -0.0413372335601652, 0.00437070313622057, -0.0605658966061022, -0.0393469568593852, -0.0949742228571395, -0.147527884166217, -0.1212572617529, -0.155558461757552, -0.105884462651442, -0.103958282697674, -0.0771508339083882, -0.103332168802696, -0.160893235549876, -0.115155623499738, -0.103252048921602, -0.115205436894338, -0.111743670567051, -0.0454482534370886, -0.0803565851680921, -0.117827007391251, -0.148807760026619, -0.228057323437112, -0.187075916561925, -0.177457434224713, -0.167098835513816, -0.169266203231201, -0.194774225302406, -0.235945155991218, -0.193352335826584, -0.264661569472591, -0.242646622374321, -0.282277204912205, -0.268161694184932, -0.305196220294439, -0.331363304428641, -0.24289500857729, -0.209480877630615, -0.316725728844398, -0.310405108039382, -0.332995754852243, -0.389827064241127, -0.379337769719567, -0.372839493918599, -0.389264822547003, -0.29062964418013, -0.403064147520958, -0.361153178157034, -0.375604341680162, -0.342778671151193, -0.365478556183127, -0.395171784305382, -0.480690767625114, -0.49116318903875, -0.367225898970896, -0.317740788564427, -0.233962180773086, -0.188213914857384, -0.131000779459291, -0.0858569587343359, -0.0620873371460806, -0.091213775845931, -0.117860512712105, -0.197902512530869, -0.198193398224869, -0.153225614432033, -0.10162948660573, -0.0968728513829586, -0.124254232244054, 0.0402716399218725, 0.0771059164843937, 0.14813468172835, 0.131250649694984, 0.129352768342255, 0.151783123227591, 0.235609238825005, 0.220035511552199, 0.262716294891352, 0.157975563175341, 0.132612841471259, 0.0680123876330936, 0.123680523500949, 0.115457869086936, 0.0959391649865986, 0.164394157296528, 0.220207800208529, 0.175306740035154, 0.196700064415636, 0.135277835990024, 0.111497084779465, 0.192325966636812, 0.264832364203334, 0.320283301976676, 0.29173810766016, 0.197666534146382, 0.138881624945174, 0.18650945117655, 0.171981056868296, 0.0638506495898969, 0.0548412752040739, 0.125353236260302, 0.157526668286279, 0.116463741109808, 0.039167908506557, -0.0021594527752824, -0.000433069209206272, 0.0439706158363968, -0.0530263919031162, -0.00186630413941002, -0.00159341781000899, 0.0268955306702825, -0.055767247491461, -0.08909996649757, -0.111511675960846, -0.059317108545395, -0.00790840617562405, 0.0138461167867927, 0.0940567258679872, 0.0682861658807186, 0.118913025569415, 0.117116024079879, 0.0837489192710583, 0.1299179211876, 0.198972937730075, 0.242885458539318, 0.217415285768205, 0.19392590406045, 0.26280969640075, 0.280451016721637, 0.321929715687693, 0.304994616504478, 0.368046363327711, 0.327608606079601, 0.358876182122932, 0.318017433844527, 0.194888683015238, 0.127740807481255, 0.134555567441763, 0.178701704923054, 0.0911366007683134, 0.0285653773223373, 0.116792677151111, 0.0950977096599486, 0.120382716256478, 0.0940359501876125, 0.0791068059300373, 0.0834690162602989, 0.0840171084002495, 0.0743890978481461, 0.050899273590959, -0.101493770898977, -0.00806099588229192, 0.08146021452986, 0.0264061274438983, 0.0180007513384002, 0.0867645165740245, 0.136679017726635, 0.200509098663924, 0.146921752755933, 0.275785157565832, 0.219112159577316, 0.25680797667148, 0.263871775693764, 0.243686259795663, 0.224715469886612, 0.175145629260062, 0.256278619047902, 0.26075428043604, 0.273715177896758, 0.28419681954981, 0.265438281896767, 0.208737219659015, 0.221423535143213, 0.116741562645266, 0.0458132155034856, -0.00800661924343338, -0.061940562377051, -0.0565811215486971, 0.0233432558675402, -0.0524229513357082, -0.0307391503058778, 0.0142380873601744, -0.0352385227542695, -0.0378784928303935, 0.00330205230070924, -0.00947340282666009, -0.0205076201892207, -0.00512128062868977, -0.00812194329535343, -0.0359045877923143, -0.0428353387653588, 0.0513066508539648, 0.094990084834266, 0.0492602311928851, -0.0129856499236809, -0.0309847619578114, 0.035453973089588, 0.0500879290104357, 0.0150126671684023, 0.0591243955593033, 0.0524558761231586, -0.00357804884141211, 0.0194815738691774, 0.095688714378118, 0.117412129284759, 0.127012147841706, 0.0941999914208527, 0.122619917964329, 0.0690913912198101, -0.0135660600042347, -0.0157336984289222, -0.0174633737188743, 0.100789402881266, 0.0399720374866712, 0.0485173536541237, 0.0887700083352332, 0.141299650541027, 0.140763426308061, 0.103600619236599, 0.100311416643099, 0.197299216239957, 0.221436166648749, 0.119212313020845, 0.190385269453358, 0.217410402499112, 0.215731813907236, 0.21483863285173, 0.207349146862061, 0.220177120909823, 0.194983774257972, 0.208834336840972, 0.162266535599935, 0.172273879363673, 0.227615750396996, 0.253076056079685, 0.304763539902241, 0.25022010181211, 0.25295974103574, 0.283822256171844, 0.230422012785179, 0.308712729638102, 0.256972329088839, 0.265198264514131, 0.272789881031885, 0.278873396130228, 0.268352166948054, 0.290849006305365, 0.239290781710491, 0.17482257229933, 0.142094140393668, 0.139227935201279, 0.202065326219131, 0.281438033212359, 0.297412106339596, 0.316491687474253, 0.304309443292281, 0.306712097494933, 0.236484804439843, 0.250981490884631, 0.224203811769944, 0.240937750424972, 0.223638683467247, 0.190557896725424, 0.179602327885322, 0.161257082353636, 0.215985992745755, 0.226446396867611, 0.248070968175272, 0.186028288885233, 0.260869374366634, 0.268837896424672, 0.22602382625451, 0.241476158526851, 0.284997860019094, 0.215814003104017, 0.300319351605545, 0.292417816346626, 0.348476355379059, 0.352089421333504, 0.335468279105168, 0.243722276773825, 0.188713665844465, 0.186646650848594, 0.228039278104451, 0.133955345396722, 0.202727401012935, 0.272676924228084, 0.215511111432536, 0.239126139542192, 0.187444178874481, 0.181184179940067, 0.227617316882401, 0.27103429926734, 0.228575569085666, 0.209243746361888, 0.16043556781203, 0.177412750807275, 0.0994589925855864, -0.0320072794919817, 0.0414833346016614, 0.155156980251398, 0.132405303239456, 0.170460427594201, 0.170085288408715, 0.243800978394514, 0.271508175022984, 0.281691373278791, 0.191734550690497, 0.245882334730385, 0.228339653978042, 0.158165149742291, 0.148075316496624, 0.141736408507009, 0.194696752140317, 0.136326950527117, 0.108444769161195, 0.182850765580353, 0.250784054018854, 0.308944781213973, 0.392020978481367, 0.402222527472861, 0.373128343129373, 0.400888546222544, 0.45382470251384, 0.574506366087393, 0.476257249451833, 0.489919034605174, 0.522658763748656, 0.519928830980637, 0.442037718556382, 0.479112763160694, 0.440158476097498, 0.465451551039024, 0.510829136339916, 0.575026986863646, 0.497133796994367, 0.551220889403323, 0.513371821556022, 0.448920847863574, 0.514636881159546, 0.571949879822795, 0.559820716437544, 0.597797751749462, 0.554781464678308, 0.547229885725706, 0.542543724037663, 0.528506721312462, 0.565211658137325, 0.642078034912122, 0.619289481773177, 0.617656559155391, 0.699494426613665, 0.683042328087339, 0.552840419556983, 0.57853960887938, 0.534216208323817, 0.48428928802362, 0.555330128702863, 0.677730029053625, 0.625740901983448, 0.677292161066786, 0.672584769148304, 0.679675142109327, 0.740786977182147, 0.7514707031042, 0.708902435411162, 0.685381991674019, 0.719688754438963, 0.602891387845967, 0.657653606938391, 0.579296101996779, 0.580392655137698, 0.5708747062581, 0.635528180559318, 0.644970646312149, 0.65006760305741, 0.684974393500339, 0.643623665690818, 0.633828722887499, 0.692707943577887, 0.72688162462688, 0.663106789289253, 0.695004607659798, 0.626125126429612, 0.596209586243628, 0.656755605436478, 0.544203346664186, 0.455252637120144, 0.520321270761466, 0.479581631558833, 0.541766982487779, 0.533354472449973, 0.554743256368119, 0.595407200849581, 0.562846607381579, 0.547617061224249, 0.526862202741967, 0.667666416543086, 0.673973769997965, 0.697613791153519, 0.680576114106472, 0.668486581973741, 0.737424315416607, 0.720480131939737, 0.721486947077775, 0.740335055284829, 0.718748868032935, 0.816702075841786, 0.745279095230728, 0.845843744223009, 0.82826414977905, 0.896120132121525, 0.796161261571151, 0.843965292642574, 0.887786855891417, 0.824226007313413, 0.785809813388931, 0.795486055662443, 0.852677827102293, 0.814377861900859, 0.803171561948195, 0.881738908697061, 0.825371546654487, 0.87276124569033, 0.895199655152074, 0.839908928724258, 0.806515536615569, 0.845679412130679, 0.858127383766285, 0.929382297639659, 0.899293099535079, 0.813568714716106, 0.865960061040019, 0.835528980118312, 0.84154600645944, 0.92749809715203, 0.914977394536471, 0.992455160906319, 0.937598178409697, 0.983873740215509, 0.996213700809059, 0.959375123841486, 0.895374676897004, 0.899206860076729, 0.911965098199433, 0.925837439051167, 0.952680240162744, 0.929655961863909, 0.90407577575443, 0.915922669710811, 0.888843211129727, 0.94980459348188, 0.958511387237188, 0.927747971432364, 0.837403323228097, 0.805219267933295, 0.907520210539936, 0.879482089483383, 0.83768212419074, 0.870329499329632, 0.892394155571779, 0.929975608401343, 0.916076854143576, 0.97220956495656, 0.913579121946659, 0.911135283547976, 0.875928266687078, 0.909966198587937, 0.916466536658044, 0.971951940746551, 1.07487698419562, 1.08190976078187, 1.05517892817195, 1.01400309184601, 1.00085139273448, 0.997371300916462, 1.09696139665249, 1.0405059195156, 0.985845047689359, 0.96544671317347, 0.994824686348385, 1.03588027933526, 0.990483544373163, 0.996835474690643, 0.994690825795764, 1.05445114931705, 1.10891076114215, 1.09329672642043, 1.09559641475352, 1.1282325454236, 1.04555791359375, 1.03004436531975, 1.05878800951988, 1.03262640180087, 1.02963049173346, 1.02858011496177, 0.992397454245959, 0.942673462437039, 0.932680100687133, 0.915328709546779, 0.957033462829851, 1.0335275734546, 1.03293145448627, 1.05286505411084, 1.04934428841556, 1.07941228060961, 1.09033705372355, 1.10216682881656, 1.15781258519736, 1.10844152772759, 1.18083472838387, 1.19829034899286, 1.20733144952847, 1.17931935697194, 1.17112547739281, 1.18980971761433, 1.08662400474441, 1.05654790730251, 1.0858474879178, 1.07112339860021, 1.031097021326, 0.999312294769247, 1.01109974638995, 0.929358127147573, 0.972919589176684, 0.864472855454886, 0.839305879339108, 0.799946755390434, 0.737516744913013, 0.683621377907365, 0.696125245587645, 0.690136544026851, 0.675093912404208, 0.559055723625115, 0.492839688050326, 0.486274332427191, 0.442372574776538, 0.402534128260988, 0.455011163910873, 0.46379058133674, 0.411598350254801, 0.388163549504691, 0.373918375427147, 0.339903616365392, 0.291700935840664, 0.289110731740644, 0.326170467716632, 0.337513067894997, 0.327505717259209, 0.34689672949765, 0.386592647850225, 0.379566949937807, 0.4023572098851, 0.345078564530802, 0.332596030122358, 0.311581116347657, 0.321364341525658, 0.339230317217808, 0.333049418267941, 0.294738707128451, 0.248252996289215, 0.262179026819319, 0.33002086943309, 0.290664089686605, 0.271424156071745, 0.287958184084343, 0.260227161581201, 0.266305777322223, 0.263925971473306, 0.225113391944971, 0.266685454501887, 0.309000846363035, 0.360207821695896, 0.423607651005014, 0.398289561608886, 0.37506546678347, 0.388126366808057, 0.419630415635639, 0.402649107824393, 0.381481867404369, 0.350568291026637, 0.424678385562974, 0.2992700679609, 0.290891166271706, 0.292801810124383, 0.239821329974705, 0.259092624715736, 0.160738240525231, 0.208486683580827, 0.125318654337297, 0.0151819103324455, -0.0229962809571558, -0.0148922612615396, -0.0474706194997478, -0.0754349692636289, -0.0587747205107398, -0.111719766585162, -0.116012243873186, -0.0911155942267163, -0.00941611139128584, 0.0145564826707241, 0.100294632279062, 0.122952633955548, 0.12279057761428, 0.00996383480180985, -0.0512690927947221, -0.0672172239816333, -0.0316037011889443, -0.0477293798478529, -0.0205469487851109, -0.073737516377048, -0.0874440022445757, -0.0765937006207182, -0.0945629865289987, -0.0889214017798414, -0.122458803082504, -0.103741541919529, -0.107794286545092, -0.110146753877748, -0.207586108200056, -0.241269537263993, -0.315751741508905, -0.39603764438992, -0.420731799432182, -0.428771717819462, -0.414591706529431, -0.360028574014415, -0.337808559168286, -0.287205042130362, -0.313520556512089, -0.328912565171528, -0.274654120950216, -0.27459376175331, -0.358605997537479, -0.400933773492085, -0.350554170500448, -0.381091033384322, -0.364418826745466, -0.363707691961433, -0.388525572328916, -0.406064891949235, -0.386478864556331, -0.375999923111718, -0.31426641611676, -0.324257405338507, -0.370417807439841, -0.362122652360869, -0.32685592469866, -0.21275757691231, -0.235941727567497, -0.25225940616291, -0.208134745643013, -0.144070439317789, -0.177004532148038, -0.143776009400818, -0.172033885102935, -0.220142798615046, -0.188974753520034, -0.18364986490998, -0.164183321002869, -0.193208495838967, -0.103459598042628, -0.0701951975902431, -0.0889153188728447, -0.0537778723223217, -0.114503591517006, -0.121391097864467, -0.0512232029304409, -0.0606651685106581, -0.0151406499108806, -0.0262367499203762, -0.141138069935687, -0.185148697213992, -0.174011912762244, -0.101684277215543, -0.131354383465585, -0.117555432896457, -0.165796397370436, -0.216619209437126, -0.255485041607967, -0.187031938241288, -0.140016433745743, -0.110333175879858, -0.0545600482080342, -0.0757812980447095, -0.0378024512000532, -0.0273209873064759, -0.0797760335471167, -0.121329144661204, -0.118826498065247, -0.108544994990419, -0.124612915923468, -0.174437478112795, -0.278982075137253, -0.257720301165198, -0.272483886622053, -0.245025842462989, -0.322320433125497, -0.384987229891119, -0.390553823624718, -0.461194500406303, -0.560342192942338, -0.52116242255066, -0.476118955563183, -0.527617137663408, -0.541220001091738, -0.597918646350301, -0.582097300512652, -0.583581215562751, -0.62705423811072, -0.665765115305529, -0.718869174976939, -0.697050461867311, -0.668500019476606, -0.649676274755812, -0.691820759626611, -0.781129241038375, -0.754585457880651, -0.763438405250367, -0.765408022748942, -0.713801623505272, -0.758477415225352, -0.701276648941102, -0.721936223701748, -0.757595614789549, -0.767882921980427, -0.748381935538285, -0.758742717801071, -0.803768078828464, -0.817849292768003, -0.944945847824902, -0.970371431918524, -0.947573121041573, -0.956036109768177, -0.921619723655116, -0.897320601956393, -0.865038264638613, -0.832236017387339, -0.919165055456053, -0.918957071455131, -0.837453704724789, -0.86147796607701, -0.838837843955982, -0.831668157406985, -0.803817546147584, -0.81741905200611, -0.84983401683191, -0.846235974613628, -0.835845233078457, -0.84511184756265, -0.843539814311328, -0.822972217626789, -0.861781412149912, -0.804797529290009, -0.69475951575268, -0.620899249315938, -0.643620141851316, -0.734764505302938, -0.732054607447459, -0.688040946417255, -0.649135611520472, -0.710622950256059, -0.766280375793229, -0.759593144049348, -0.728289076780505, -0.684642493587732, -0.643822894640784, -0.692221669239109, -0.757851922049108, -0.858477910947072, -0.833231276060681, -0.79182569777221, -0.775033163330958, -0.827989385631523, -0.749603548134056, -0.768110879352226, -0.679158961277441, -0.651588861023412, -0.592073328769136, -0.575543217454416, -0.57877582885941, -0.62940323227807, -0.657328941787638, -0.65968433360146, -0.645580630202207, -0.647241590818762, -0.656140190273433, -0.64696591442633, -0.673184516556206, -0.699981389373181, -0.772766624455983, -0.730453050942582, -0.728106432542506, -0.732287644213873, -0.769333574952619, -0.78172226814774, -0.836061410932804, -0.888526278550442, -0.984473867135772, -0.93538892850335, -0.929090724396085, -0.984929543173807, -0.926740212986511, -0.895510628818055, -0.858391515088822, -0.869680043435963, -0.890823643765246, -0.895726288865571, -0.875491756053692, -0.835496025721636, -0.756022568223789, -0.781476088430653, -0.832254325838227, -0.827211392557706, -0.676106183293186, -0.697536975547371, -0.640252914658133, -0.652407825137388, -0.676334987025582, -0.71185584313596, -0.72241807452184, -0.640328850978068, -0.625236514949896, -0.600870058789132, -0.558933269167519, -0.455346193523219, -0.416565251419242, -0.487920819066839, -0.539596385840146, -0.619069141519738, -0.761496480014427, -0.696959783624797, -0.721645977338917, -0.701897443453616, -0.642816550796421, -0.668408185525444, -0.675156567958555, -0.657643758982333, -0.646349797891451, -0.685065560370856, -0.648524779870527, -0.621243003458404, -0.635665468254478, -0.696784513797428, -0.665117834018999, -0.593741851223249, -0.524715976553781, -0.481084248214014, -0.505241001646628, -0.531808347621155, -0.56119258545045, -0.581777478899826, -0.546318197837156, -0.533498360160374, -0.626316389475614, -0.719345770966336, -0.720487475653054, -0.712990538289002, -0.828364255390766, -0.869186616681372, -0.867808559096538, -0.794719263337714, -0.895362699753828, -0.958134913652927, -1.01215025601384, -1.0033804520814, -0.986838491010683, -1.0028729525757, -1.0834893869732, -1.11501700781642, -1.14304130714921, -1.15317037137006, -1.07202611231348, -1.10586463883538, -1.10205141857844, -1.13732133565979, -1.19933272811199, -1.16753533321856, -1.22006676720119, -1.08330630772008, -1.07867816082872, -1.07566548202479, -1.07899274257533, -0.986810465573329, -0.953614110053149, -0.966163642240547, -1.02447313257109, -1.07640952060696, -1.11565898587383, -1.05491156432491, -1.06436064311346, -1.10222057424745, -1.06261760035343, -0.995358599402325, -1.03008517360589, -1.05233180080801, -1.03506759147182, -1.03530981329862, -1.01499148972438, -0.929281563435808, -0.932300891141857, -0.946336004518569, -0.922065281473846, -0.924532507960844, -0.893144254884205, -0.904342812455218, -0.882166676735162, -0.960353712113557, -0.959658529198387, -0.985469328562572, -1.04499645733845, -1.0656499177303, -1.04705017045915, -1.04243302225813, -1.00775883413207, -0.960713871974397, -0.919290670488004, -0.935515129311772, -1.00192293921462, -1.01593968771024, -0.957456915884701, -0.963530734130105, -1.04539531668236, -1.02082615553887, -1.0067351900042, -1.02676535776381, -1.01809728262101, -0.949627899143746, -0.884668094455904, -0.907482939133177, -0.906949696040274, -0.979654153286986, -1.01604181958542, -0.915629799712165, -0.840729315436617, -0.852192051700774, -0.886815308965913, -0.955146473824332, -0.848843881136148, -0.843112394894224, -0.87280984036258, -0.818906473465017, -0.873885765107963, -0.83755755522764, -0.76551404011571, -0.776022548096793, -0.703458500902625, -0.671380929332163, 2.97529130603132, 3.03167097933977, 2.97432350191055, 3.04837443176485, 3.09418399238777, 3.11094054324301, 3.13967430966673, 3.14985529276106, 3.12750323315999, 3.11032693678221, 3.08013514695867, 3.14206877288228, 3.1720433755476, 3.16660668766779, 3.10966383943014, 3.12565660635806, 3.0753291996566, 3.0327485975151, 3.13468789975007, 3.06488878857085, 3.02073903870073, 2.99169873220572, 2.96191094786746, 2.90563467876782, 2.89624840432815, 2.8443463021706, 2.91146932949928, 2.9176449757636, 2.96055236527128, 2.89028096910164, 2.8895581142316, 2.91683689827486, 2.92174250272574, 2.9226223341847, 2.87090832818122, 2.83947247169974, 2.81922740133625, 2.77910884052326, 2.81729919833107, 2.90527984512457, 2.97103884921187, 2.99218086065054, 2.98626547613779, 3.0150657625532, 2.97563505218367, 2.98888090780843, 2.99720421770949, 2.87995305699186, 2.9747849079722, 2.90820683623027, 2.77691295425232, 2.77689583064497, 2.78226644537935, 2.78186617381783, 2.78889440451024, 2.72964803761117, 2.75927289281901, 2.82830727188617, 2.78637084270864, 2.80166455452328, 2.78811953864092, 2.78508024341337, 2.83386566615639, 2.8477540766284, 2.94434612992242, 2.92773159959868, 3.00182876425692, 2.97904598605082, 2.9674798659677, 2.95112398460696, 2.96551908610592, 2.98884579744628, 2.99610385178636, 3.02607011849215, 2.9869735013722, 2.97502957556284, 3.00763634292499, 3.0595402714809, 3.07645732661915, 3.11192681789494, 3.15392987581817, 3.1843953255716, 3.17320944219772, 3.16499224628249, 3.1960919379018, 3.17332274672077, 3.16672355885939, 3.16213320844918, 3.08279275810964, 3.09950220300998, 3.12800254513879, 3.12494737678689, 3.2146507367841, 3.20586161832564, 3.23480158016486, 3.26143148657677, 3.30066543946928, 3.3215510438101, 3.31198701478689, 3.34015467724492, 3.35283079428558, 3.36500690129398, 3.40098641378973, 3.43962306280149, 3.43919691958768, 3.41974346183859, 3.48615512954498, 3.48880575715809, 3.4699924992598, 3.42268058191589, 3.43618005608137, 3.45553758544759, 3.39863495538903, 3.3312172309123, 3.34042708688923, 3.29948210412268, 3.36691286912183, 3.31155289891818, 3.23410774319303, 3.23061534618751, 3.25401560070858, 3.26185965799607, 3.25581667613183, 3.27475671739817, 3.23633743520098, 3.24768703187312, 3.20600266853451, 3.16578292579821, 3.1711186992278, 3.19169194465355, 3.14823586640134, 3.07068698877737, 3.01936948989359, 2.91935934050081, 2.92581019976746, 2.95504863828062, 3.04514509553929, 3.00040867646993, 2.97678178583035, 2.97135634578936, 2.98323549752467, 2.94331808180563, 2.98978469078881, 2.97080023278202, 3.02005876150645, 2.93859784614507, 2.93048611287859, 2.9477748494247, 2.92316530320593, 2.89923096471487, 2.86734425170937, 2.87251528705143, 2.93563020501451, 2.88441524944619, 2.87946507649373, 2.85533673326197, 2.9259968943357, 3.02238330345579, 3.04741995984775, 3.05073550360338, 3.11904799375279, 3.09596723717088, 3.09312621809737, 3.14563764705464, 3.15092333382451, 3.12715269149261, 3.13640200908488, 3.11402031780953, 3.20751623895387, 3.18835505859924, 3.23539318771702, 3.23545020668692, 3.30196775852366, 3.34850397588923, 3.31606612951147, 3.33016900928508, 3.3228781878786, 3.34801733078627, 3.34569928525545, 3.36921601791837, 3.36336706271434, 3.41114918284444, 3.42680753000583, 3.36101425866309, 3.35997777469121, 3.34314462945454, 3.39896646638668, 3.34138299954364, 3.23913325115855, 3.26251701764092, 3.30961512084705, 3.33226063865289, 3.39989977117863, 3.44499755556388, 3.39848204898484, 3.44500829870218, 3.41556946666023, 3.4708238445625, 3.52046793994412, 3.51797853793684, 3.57137539585416, 3.55798051974462, 3.60853079969874, 3.49320907218922, 3.4406394582323, 3.4480173294599, 3.42248434597349, 3.28908643414388, 3.247324902925, 3.32802283221467, 3.26758388771105, 3.27593078976906, 3.25123585750787, 3.25215165759583, 3.24328341021098, 3.23648769830389, 3.2303622905454, 3.12151261107416, 3.12154059030541, 3.12795818854784, 3.14857502292707, 3.21693698157339, 3.21877498858333, 3.23231358338293, 3.16093076789419, 3.16590950194048, 3.08813690802259, 3.18806137327376, 3.17021024483137, 3.18781828933269, 3.20988507925419, 3.14451043016645, 3.16785447303644, 3.11420947578815, 3.13713475916281, 3.10619450461867, 3.07219763504244, 3.09290794414731, 3.11122930843466, 3.09878397520989, 3.06196750398375, 3.07166779175549, 3.06923010266149, 3.11720512665514, 3.08560092985976, 3.07944755615889, 3.19298671699901, 3.12879089571751, 3.14465346683553, 3.16518599254708, 3.14274146755266, 3.10725766440123, 3.0343974613492, 2.963517638849, 2.95031660432296, 3.01295594477525, 3.01564132898018, 3.09292731433641, 3.06281549989818, 3.09174562990974, 3.09796556020153, 3.11609806474765, 3.12636814164309, 3.16525452032413, 3.16486792875211, 3.21329304620826, 3.23780229207987, 3.23732542606319, 3.2316849266863, 3.1678513661266, 3.13542133617564, 3.12225595802666, 3.16903767348012, 3.20860362443244, 3.16828987379362, 3.14447373762906, 3.2313307075804, 3.16070485284559, 3.16967245600443, 3.18355525398316, 3.15847009281277, 3.08984556985881, 3.07016969730251, 3.20459591383097, 3.19910757495482, 3.18795152664456, 3.19691987305895, 3.13847907604856, 3.17603890240856, 3.2120087075577, 3.19460144878748, 3.1975681410842, 3.17231621717999, 3.20681080375135, 3.12387186508524, 3.11275931517355, 3.14393039793184, 3.22829721984906, 3.18287214477365, 3.12694103995566, 3.1215304894524, 3.11865452767597, 3.15655664027174, 3.15083723492105, 3.12213632074957, 3.21663328301277, 3.20017563101319, 3.24421952317226, 3.28144034005523, 3.25945320467584, 3.34257502259462, 3.28478509025718, 3.23789815331816, 3.2962542432704, 3.2183813312983, 3.25024919124251, 3.26012166701584, 3.29709533305398, 3.33616712766999, 3.30288958172071, 3.26866846625056, 3.30938324692954, 3.35380244824623, 3.2981188615719, 3.23652427685612, 3.18279128580666, 3.18205233279218, 3.18099931459786, 3.29737890881176, 3.32425783970025, 3.31671115156726, 3.29031414159229, 3.26356131790725, 3.23256775525251, 3.17786039752329, 3.18659861807251, 3.02713931275076, 2.96866710065742, 3.01824527564975, 3.02570512206649, 3.05343667558765, 3.02395214046347, 3.09443036812379, 3.07955818425279, 3.10892592490526, 3.1096095887412, 3.13356431458502, 3.11149162195862, 3.17369201223342, 3.14781032551189, 3.29080715720386, 3.28272072045069, 3.28902704514098, 3.25801986500337, 3.29467129625373, 3.30411527025848, 3.3358818365204, 3.37154037198516, 3.3330959849127, 3.37438930376135, 3.31489493487128, 3.32256308629481, 3.36819419466266, 3.28862097340716, 3.26655099297753, 3.24640294534014, 3.143287809432, 3.13315956562208, 3.20353900010061, 3.13316929665085, 3.07819671144247, 3.0585429367896, 3.05556978457023, 3.06081605493309, 3.07026581583801, 3.05635569326062, 3.17431553912836, 3.15193381218585, 3.08516597719641, 3.0069269028957, 2.99695292504034, 2.96996873921197, 3.02244717522971, 3.01308760365061, 3.01704770663459, 2.93616505668578, 2.92416815752, 2.91057381133985, 2.84042198588867, 2.79477440338725, 2.75111482565279, 2.79247448454492, 2.82037582867064, 2.85509707616939, 2.92538815270609, 2.9093184231808, 2.96847126868836, 2.95518453500828, 3.01299352843038, 2.95034122722563, 2.92013107918344, 2.96580187722175, 3.04867469461539, 3.04673081542367, 3.03016624281446, 3.06146958485555, 3.05543740562546, 3.05611869054469, 3.06872936476703, 3.12320467176442, 3.06992637675611, 3.04786363631461, 3.07787961863521, 2.97069172362131, 3.03546388130546, 3.0030338962548, 2.95081577260031, 2.95919458946222, 3.0708834601418, 3.03726936349356, 2.9625385475413, 2.95588054261809, 3.01439223181137, 3.00053671741641, 3.03052349964991, 3.0883539529048, 3.00266211091696, 3.03266580968419, 3.00681219697778, 3.0038325739344, 3.11608308456655, 3.12869650100968, 3.16923544603405, 3.11975255836926, 3.14126144461615, 3.13508303920572, 3.12348657232052, 3.15138395517028, 3.07616918668422, 3.14569557513567, 3.25982737544908, 3.23776734641008, 3.26370757510203, 3.36640063269043, 3.32229767782545, 3.32465400179598, 3.44008573360746, 3.39382271013891, 3.4415966512151, 3.46527170172777, 3.44711522888086, 3.46520791280493, 3.44859830821024, 3.48661754116347, 3.46113906690272, 3.37328145084435, 3.41394133673465, 3.47055770277885, 3.47613465095283, 3.43462831900465, 3.41049881836855, 3.3446396026939, 3.2752708019568, 3.33189047462944, 3.22896474828634, 3.25689942324038, 3.2376906718375, 3.1714078940779, 3.15978251859897, 3.15032995363209, 3.21044503747461, 3.33038669912211, 3.42153214870208, 3.50288172191351, 3.5836760398829, 3.63011280971821, 3.60738698885148, 3.61594563508216, 3.5394158721269, 3.50052423833425, 3.45687251259458, 3.40236394747536, 3.47299674205795, 3.4979991401884, 3.51122449292496, 3.51065816152584, 3.55995492610867, 3.60418681453859, 3.55894372135963, 3.45875250378791, 3.39982878193526, 3.37508522598382, 3.37492307939052, 3.4500933707337, 3.48183183747745, 3.51610407090782, 3.55662798588635, 3.55010669753583, 3.49640253919287, 3.45152537645758, 3.38366384483939, 3.31902895453015, 3.24316858921367, 3.28612739075086, 3.22539651406204, 3.25634928309523, 3.37361827962919, 3.36371688400493, 3.35451650045111, 3.39645337683891, 3.39572799953949, 3.35753633795922, 3.28655942084167, 3.29122501431624, 3.2698674891646, 3.2894858625651, 3.30358655447693, 3.36848797426792, 3.39849891622817, 3.4553194808507, 3.45880320147897, 3.49959913652825, 3.48723339730737, 3.47955155197294, 3.48328559905752, 3.4277724181977, 3.36749319396145, 3.35296013273318, 3.28287785556426, 3.28766198498965, 3.32757781491447, 3.2834555086196, 3.28605496155572, 3.20900584686558, 3.25574963314889, 3.23789090803307, 3.31441683864607, 3.31650731044938, 3.40950029783925, 3.4262446321958, 3.41676138848531, 3.4673646382551, 3.4938621039553, 3.46608610528456, 3.50119860649836, 3.53274229188736, 3.55138817557295, 3.53356499652669, 3.53105366649802, 3.57499680694342, 3.63123118120536, 3.64612574342264, 3.60578200064089, 3.64347264502246, 3.65096731267759, 3.70783589426655, 3.6277645917662, 3.5905565840904, 3.61718940615728, 3.54954265700582, 3.68697721548547, 3.6443873625649, 3.66674789809628, 3.58034918534595, 3.69060175760213, 3.72689252916625, 3.70119717422654, 3.71425375995661, 3.67872990173403, 3.59275747603639, 3.5382845358988, 3.49271357148173, 3.54978081629788, 3.57309125571023, 3.55457184030851, 3.54175894723475, 3.59537222050222, 3.54516205777822, 3.57513222291301, 3.52841395232669, 3.56424664212824, 3.62709365527773, 3.60522484545265, 3.62806632983496, 3.51778848535709, 3.53398075203666, 3.54970072781473, 3.570982396767, 3.63179910344674, 3.58412098222342, 3.65408976256157, 3.6060559169652, 3.52430768898963, 3.63460330255756, 3.67542521534276, 3.71359896061505, 3.74515980844708, 3.73472422568772, 3.78515811623276, 3.85695650144094, 3.77887204883247, 3.72172073077977, 3.68559090111674, 3.71188248282959, 3.59467530338117, 3.58680382935419, 3.51426128893989, 3.49700170391624, 3.41665218024607, 3.4751747829044, 3.46137302782387, 3.45163773472406, 3.52624249442618, 3.48300174957265, 3.40567371934161, 3.37470548178125, 3.34206938565799, 3.35958721637841, 3.34379812274528, 3.27323846648541, 3.26403946393969, 3.29386679303886, 3.2266957882064, 3.27674454591579, 3.31212104999981, 3.38714508098807, 3.37075213496557, 3.39188255751387, 3.34822292891951, 3.33539271628841, 3.28269911254192, 3.33647308466413, 3.26406008544368, 3.29479447122175, 3.26061218789982, 3.20821514275181, 3.28126102633262, 3.28660893783761, 3.30327445633787, 3.3129999198434, 3.34562886059078, 3.41937477957658, 3.42247609888608, 3.48352165861906, 3.3661525341805, 3.39765831549882, 3.41880072538702, 3.42784510363206, 3.4342000755002, 3.41131880596404, 3.3801650025688, 3.43494737990406, 3.42561454113663, 3.48468858161282, 3.46534164185925, 3.41466758267429, 3.48699568946301, 3.48207118316273, 3.54293521980956, 3.48133504582415, 3.49923094752651, 3.48344594481799, 3.58114854760966, 3.64653304728781, 3.67454728950806, 3.64920175337399, 3.69837679286031, 3.73446163569586, 3.66212433278978, 3.72152289295166, 3.76437318820819, 3.7549946753415, 3.8705937482784, 3.91823617195347, 3.89253967984979, 3.93909672004101, 3.95956164150897, 3.95081436178668, 3.78770689506711, 3.76612725597919, 3.76734174054649, 3.80351149082399, 3.82114308833599, 3.83248037701959, 3.90814090293309, 3.9054963342395, 3.85271228550082, 3.82753591810971, 3.81832247239101, 3.78958822116359, 3.6963573688254, 3.72613026199758, 3.7657068494069, 3.72889897860298, 3.75071016868849, 3.73492657006009, 3.72015723182103, 3.75036316884915, 3.77126891410273, 3.74208688064583, 3.70549218902559, 3.73265784008275, 3.68270433999889, 3.64748997874158, 3.7166455767445, 3.7246607869061, 3.70247134395119, 3.64357677584024, 3.67944229645737, 3.65175253587829, 3.6565966149406, 3.71610282908833, 3.70512704969268, 3.75668451242825, 3.69937976024375, 3.61123439531678, 3.62759689380404, 3.68711581305294, 3.66079839298091, 3.64804169327707, 3.69434718831312, 3.67161663627365, 3.61560556037239, 3.57431731763931, 3.56566763592926, 3.48822681037145, 3.52866446255975, 3.5573641677767, 3.59949570097005, 3.67677265967489, 3.72614595091322, 3.79854589558257, 3.78103322094486, 3.83905662947871, 3.77155096813309, 3.80222553025759, 3.88512253320754, 3.98799353177638, 4.00254132986476, 4.04076689559579, 3.98683594579578, 3.91014794491826, 3.90953090214114, 3.92417594227073, 3.9175533916427, 3.87743389953395, 3.81632313107818, 3.86338534073008, 3.9136843362359, 3.90572743924827, 3.98978217385558, 3.99054832431221, 4.0394042640038, 4.00583408609109, 4.03612239261256, 4.06913002143056, 4.08361398572288, 4.13816155296904, 4.13149145465722, 4.03118753917372, 4.01435077691429, 4.05231420897928, 3.95860897844716, 3.87285328823088, 3.87399300938814, 3.88002395140847, 3.94097650777604, 3.93790328502375, 3.96330166958206, 3.97696583729193, 4.01419077667111, 4.05999841862275, 3.99331326792485, 3.95913849426243, 4.00507202576223, 3.89672243540965, 3.76827920065071, 3.7750899262953, 3.77676677606959, 3.75939556976034, 3.80180978809578, 3.86142295386282, 3.91109989463144, 3.90226947200469, 3.90091363191853, 3.91616180064226, 3.80985136189066, 3.75964231760776, 3.79948547376675, 3.81184145192563, 3.74670773772815, 3.81115666263624, 3.83564569393919, 3.80552802123035, 3.80609262265842, 3.8094342094387, 3.7945407458754, 3.78539908426036, 3.7779845755837, 3.81098924854963, 3.86097197036517, 3.88857744348897, 3.97587169243574, 4.00689589315069, 4.02302708125857, 4.06504934972664, 4.0582637715256, 4.09487907591132, 4.19513767981394, 4.18473324917026, 4.23645660240855, 4.23769846152589, 4.20030379258786, 4.25698830733987, 4.27994649655326, 4.26410597812819, 4.35218557084457, 4.25935647793125, 4.25621370963244, 4.24579245425078, 4.23925072249514, 4.2453118284546, 4.33839864570932, 4.2346237934031, 4.28648383067008, 4.24846679564796, 4.29557537969482, 4.27320493873791, 4.31629034662283, 4.30519411648621, 4.27467152910015, 4.21326013864365, 4.16337992004766, 4.14523568890184, 4.14321822540821, 4.16893480787474, 4.165122295335, 4.22674334421944, 4.16475001098938, 4.19249377779405, 4.23832711889679, 4.26384037633588, 4.25738851960062, 4.23212002521311, 4.161639478939, 4.08445654378571, 4.11938755504528, 4.10348125148877, 4.0277665150976, 4.0535354843854, 4.09301582421139, 3.9854656654462, 4.07737660476259, 4.13913087964368, 4.07581789804598, 4.03560684714352, 4.04602432131086, 4.06424491914491, 4.00471825847948, 3.97286300944396, 4.12704998638954, 4.17392489498115, 4.24345179432244, 4.20378055264644, 4.18839891648168, 4.12083002437452, 4.13895188845149, 4.13643943961326, 4.25203041191018, 4.23612224536049, 4.23665746411899, 4.1895981746602, 4.20111527019073, 4.16192272263458, 4.11000025655415, 4.10479051912361, 4.05962538859172, 4.016500929603, 4.04198913384177, 4.09643313219705, 4.13988230727407, 4.13962364465938, 4.14417567164208, 4.10629838798187, 4.12105573818498, 4.17099096737683, 4.12239640449571, 4.17235871946942, 4.13987388035164, 4.16138401088806, 4.09196191391262, 4.10051921662106, 4.16605429001651, 4.16214196565041, 4.08300379226564, 4.16457211425905, 4.1234760732925, 4.07445090583491, 4.0436756849771, 3.99389746481394, 4.0037591550084, 4.02041761906739, 4.00236239987346, 4.04347865268862, 4.06576833184439, 4.00181128456808, 4.03479217110052, 3.96984234983058, 3.9656533832389, 3.95197965940468, 3.91203649549622, 3.96834639757318, 3.96963655796505, 3.9955649128199, 3.99330514897323, 3.94908987735567, 3.97814961819963, 3.93830694703328, 3.98078449449, 4.10163802504816, 4.11879654053535, 4.1525339150496, 4.17439459767099, 4.23694209936585, 4.17448297691285, 4.12665363578578, 4.13034962747661, 4.12736290021707, 4.06981951489819, 3.98212965166058, 3.95854802707707, 4.04080679597408, 4.15301497749364, 4.19477524480882, 4.11375888312671, 4.15123962982973, 4.12423044904548, 4.13063057424794, 4.16450606687665, 4.24750270601745, 4.25422193616881, 4.21905087275701, 4.25729799568446, 4.29828618675205, 4.34347837037282, 4.40066792461772, 4.4151056047087, 4.36794241257658, 4.3746033256327, 4.28649647770178, 4.34403670967108, 4.36932007100603, 4.40445486295675, 4.41250927578289, 4.29294807633427, 4.26246374568177, 4.30967992425612, 4.29599520624826, 4.33784699752448, 4.29096579806848, 4.30387183900004, 4.27647050341889, 4.24401273529163, 4.23472095807255, 4.32045901899136, 4.32906977696651, 4.34019169999316, 4.41978375451767, 4.40539900922153, 4.43128527195104, 4.39513072933832, 4.43754850810681, 4.37019944768823, 4.36740814440305, 4.42379404337797, 4.49071601950426, 4.48639245589871, 4.36690527406778, 4.44916771774767, 4.41804063252371, 4.45394949004436, 4.36911734794905, 4.34680964915627, 4.42836268577642, 4.44550949571994, 4.46268721149737, 4.507586423986, 4.43934974233376, 4.4409385859996, 4.46468231744427, 4.52132429633055, 4.48085435741869, 4.49256635399416, 4.52587905454705, 4.71166509084103, 4.7911584827448, 4.67262915102876, 4.67349052167198, 4.68304462536013, 4.72395273625526, 4.68899133094805, 4.73881390743137, 4.70417663975296, 4.69900248741102, 4.72919579062696, 4.69879354145898, 4.70303684748498, 4.78193635742236, 4.75875367023708, 4.70082731994223, 4.73701160199113, 4.69778456893196, 4.68436456765595, 4.70975453094715, 4.73282108114223, 4.79179356042043, 4.75782374374973, 4.74189316525141, 4.70899220055819, 4.70086140154441, 4.80032885753106, 4.79727626047621, 4.7958857612803, 4.82146205594536, 4.76062438678168, 4.80830443813569, 4.80538623587618, 4.77013892727226, 4.78885471836552, 4.77969635250761, 4.77211561401622, 4.76637188208039, 4.84373214279137, 4.81608664954478, 4.86379963340705, 4.87202063878099, 4.85813436823954, 4.82591338727835, 4.80755808679149, 4.79376242059666, 4.84829349577215, 4.80922484971534, 4.89139103640356, 4.88285177510101, 4.85016967959567, 4.81477420306872, 4.82417947738656, 4.91158121724769, 4.90036817528995, 4.89558239788079, 4.90583601812474, 4.90900660302838, 4.87192338149806, 4.92133794145463, 4.85981172982638, 4.81080771173312, 4.79003614508913, 4.77611409806414, 4.8288190654413, 4.7976661178471, 4.78875652673422, 4.77213724147031, 4.85233143300937, 4.92477250604872, 4.87185252354691, 4.89367824046418, 4.82881816677006, 4.78736449525639, 4.75828393313782, 4.71591884269122, 4.72734850729023, 4.711689223968, 4.72699933037413, 4.78848120823417, 4.84703635446981, 4.74347192221499, 4.7307513366999, 4.754571163705, 4.81281295932401, 4.78428718711479, 4.79067858354679, 4.87228151504124, 4.88223120852504, 4.97602636191545, 4.8651886051685, 4.96688249527153, 4.84813318819105, 4.9047873236716, 4.95794848171545, 4.93895311758769, 4.92240308788385, 4.94018049197974, 4.94867492193152, 4.96063685162275, 5.0263371797016, 5.03780092854116, 4.93458815998963, 4.95540186946575, 4.93926533932736, 4.98141101579123, 4.93766408836547, 4.92513557767601, 4.84824139158865, 4.77406470097779, 4.68682779462815, 4.68803957854679, 4.5509588845392, 4.61368431917617, 4.58115325929852, 4.58188674710912, 4.64179182456506, 4.65685277739924, 4.67793721635519, 4.64610670621348, 4.5813937865781, 4.61347244917722, 4.6033221601945, 4.60332023599315, 4.56209050390341, 4.53425503388169, 4.41968365874355, 4.3370651699031, 4.25850263482111, 4.24948737859104, 4.1961673953649, 4.21562192197976, 4.2173836019135, 4.19246087614121, 4.11218929041772, 4.07864267025005, 4.12327896524932, 4.14711893740697, 4.13152556554181, 4.01930762216038, 3.99499758556329, 3.8487830289541, 3.93747516303453, 3.9391607849834, 4.00221408259834, 3.99351603804396, 4.09729349686654, 4.05236140506667, 4.09426092114175, 4.0937137395423, 4.1300702349516, 4.06380867164496, 4.17571683298689, 4.19083864668075, 4.16600299789885, 4.10669174742069, 4.03042466564958, 3.93960781085925, 3.85373081461415, 3.85571641710044, 3.91179424056909, 3.9294900236166, 3.83288527500267, 3.83717293625042, 3.91217633372141, 3.96291073012802, 4.05510619659936, 4.07608531971238, 3.91161652728451, 3.94373568064021, 3.95439036261687, 3.86847592441733, 3.86190331268406, 3.82830933911768, 3.80613609440553, 3.8296996328101, 3.80010643848011, 3.76751064411413, 3.69467245147654, 3.70328668149852, 3.73083495729739, 3.75942105932687, 3.81888002671339, 3.70061333596106, 3.70227453802001, 3.63555965397537, 3.66599894361257, 3.67000018784893, 3.61656378672453, 3.59768610351477, 3.66783013727693, 3.64075803995628, 3.55451197757019, 3.60897171944689, 3.66745989970108, 3.63710206319601, 3.71980820595745, 3.71150417763791, 3.64780322806832, 3.63250118518063, 3.64521820643953, 3.67334176156462, 3.69259868790116, 3.7544076456274, 3.76595424586389, 3.79179300376135, 3.84307196063732, 3.83475628169482, 3.7951779277228, 3.78107031374152, 3.71440201845653, 3.7168868691058, 3.74207674569705, 3.6897203539585, 3.64624682874842, 3.5908258937063, 3.58880359579356, 3.65963233456892, 3.62799764099636, 3.5965697312869, 3.59530342325518, 3.54652960646953, 3.59727821947986, 3.58218285414695, 3.63873557251818, 3.67070815142445, 3.71045609066026, 3.63649921788543, 3.55246518194161, 3.55541395568737, 3.53749875471074, 3.52053626199804, 3.51542636634787, 3.59545557331351, 3.57236542154393, 3.54148424453185, 3.62285119628662, 3.63403397012529, 3.64615498052116, 3.58140334547133, 3.61886542805755, 3.67729819738412, 3.71301286873091, 3.65553449925571, 3.72805323683026, 3.71316407309543, 3.8049946303074, 3.82823165180479, 3.849045614326, 3.94942931519222, 4.00984603177294, 4.03288053254363, 3.99357735454707, 4.03865905659067, 4.0770948356882, 4.05143693656325, 4.04047890386826, 4.02672173131969, 3.94453315596622, 3.97844646849068, 3.90401599393912, 3.92128889418804, 3.84396151941116, 3.8917822008675, 3.93290113840089, 4.02652404714911, 3.96723260285905, 4.01497759270847, 4.00420634981904, 4.01500426952684, 3.99429605285293, 4.01504836629544, 3.95948112511109, 3.91437456949723, 3.95540491717561, 3.81109746092637, 3.79745880769815, 3.77525728237241, 3.81258283788017, 3.83411390411362, 3.76640101181325, 3.8405450297853, 3.8933314419795, 3.96521819952811, 3.91657320887753, 4.01180409351221, 4.07208519332805, 4.12992507351701, 4.0694164143289, 4.0660149527415, 4.07542888369371, 4.00700348521553, 3.99692996210064, 4.0358050244681, 4.05155018638867, 4.06361342520898, 4.13595372195086, 4.0982224992859, 4.13787701817112, 4.19125848018863, 4.12590244660492, 4.02636805435715, 4.07439679461101, 4.06186099895434, 4.181621065217, 4.19755278339461, 4.19617603172408, 4.10963012979221, 4.06916025750311, 4.00022526422124, 4.14266246588606, 4.07868095187081, 4.10975060663219, 4.17682531875423, 4.16063473264866, 4.16785390619202, 4.11376126699548, 4.11346239989181, 4.09541211568735, 4.05774488877718, 4.08759374310153, 4.04595677456723, 3.96870554078131, 4.00985505264887, 4.01995494790354, 3.93881253357515, 3.90362138969362, 3.9461836946884, 3.89630807959993, 3.93505281934658, 3.91867908947922, 3.84778123743804, 3.87132125554801, 3.74687607485272, 3.71453408227514, 3.71023487222944, 3.72278096775389, 3.73563115174166, 3.74135989485642, 3.81060790779389, 3.89633944857998, 3.98793669464575, 3.92237105144292, 3.88204798640326, 3.81911389414254, 3.79819161058709, 3.81345863964815, 3.82281172948662, 3.81125210902841, 3.80348703769424, 3.78258285067308, 3.73955037024065, 3.70286801684539, 3.66141545228008, 3.63605489838236, 3.56632784867104, 3.6279716420772, 3.72552749160184, 3.66008327375966, 3.72285932050355, 3.72852152770115, 3.72985925499206, 3.73278210326295, 3.75563978578546, 3.76077546855368, 3.71772962527037, 3.72463462193249, 3.7683616032856, 3.7565661263053, 3.69534509353743, 3.61277995923015, 3.64391524098664, 3.64071917577018, 3.61105702011584, 3.62233718829197, 3.58753753816683, 3.58341910878808, 3.59771291294185, 3.49576826421718, 3.44655223781148, 3.38047039893266, 3.31860490608658, 3.39623000967182, 3.45541021218684, 3.49362698835791, 3.47508782114477, 3.53431425179998, 3.47325705773031, 3.37345835538053, 3.22210606944233, 3.23347174666139, 3.23529527711471, 3.19579070378252, 3.22024862878652, 3.22236699377933, 3.20723906618798, 3.27095014735737, 3.34294758591048, 3.39506885429597, 3.42489838833925, 3.37482512073292, 3.36240879491305, 3.36018851624857, 3.36766780542132, 3.42356347452325, 3.35258994890122, 3.28480899566701, 3.28180669766678, 3.20826131806377, 3.26409661625603, 3.2556892857683, 3.12104922330695, 3.10912526876622, 3.11969582539197, 3.08113329548731, 3.01784281264771, 3.01849412208506, 3.07968839636721, 3.0557152852494, 3.11123073468283, 3.18129091227808, 3.11808778090553, 3.16136843852241, 3.15596941027515, 3.16825750543793, 3.256017318271, 3.30504207201151, 3.28091921576774, 3.20587762902113, 3.2240333245211, 3.25041195759629, 3.31109067822896, 3.38256059490193, 3.39333353754172, 3.40171118744087, 3.42374738447445, 3.47791969762224, 3.48628994995179, 3.4668373201251, 3.4141282335694, 3.41481019520949, 3.41404634512783, 3.41406728133659, 3.39435913275641, 3.36480900853462, 3.41110764306946, 3.40393412509105, 3.48186099528307, 3.44271377940997, 3.35051641573652, 3.34251778706743, 3.38811498576963, 3.38044098216598, 3.30149789761183, 3.27236437754343, 3.27041244727695, 3.33562777161567, 3.39179289351435, 3.43234869965344, 3.45591780553756, 3.41523778748682, 3.45579539806438, 3.51671545234569, 3.55382545737799, 3.61265261348058, 3.62785797847972, 3.6787855507314, 3.74896397961954, 3.70054979954626, 3.77650639558208, 3.81474981055987, 3.850018398577, 3.8536957870734, 3.80594516077428, 3.74344067052874, 3.75857552260961, 3.75135874078095, 3.80461022938464, 3.80379420259618, 3.78523987748452, 3.86080843325408, 3.8475412965893, 3.81381829103313, 3.84739625490889, 3.92255726310512, 3.87371358235848, 3.86005273458701, 3.84278605557261, 3.84442579400143, 3.86098471096201, 3.8974881421978, 3.94984138894239, 3.91335928042833, 3.91266126346696, 3.95204156565, 3.92231769149949, 3.94513363295332, 4.03234283765957, 3.96521730361624, 4.00142776195691, 3.99781642231996, 3.94775725351026, 3.96092289791374, 3.9584495297309, 3.9072613719739, 3.90825516116889, 3.93747755271247, 3.92760116150953, 4.01747583887074, 4.09561651036589, 4.05805338710633, 4.12697392845277, 4.19004735228833, 4.1576770008001, 4.23612150978751, 4.31940940496395, 4.35071856037978, 4.39532477849364, 4.34469402368008, 4.43789993057671, 4.4082167710019, 4.3901888400354, 4.41576737879985, 4.42092446968405, 4.50507867376911, 4.46833533848704, 4.44144748908261, 4.45461074869739, 4.48279010261281, 4.62923513949555, 4.56423380545127, 4.62007123985979, 4.66455020360772, 4.71968689676283, 4.6562345887157, 4.67442924917209, 4.64963973444902, 4.5619824061193, 4.51687163349113, 4.46467249523437, 4.54655823534063, 4.511171392913, 4.5560701834393, 4.58636644231503, 4.5466306249177, 4.57353922362348, 4.60135789733518, 4.54373142638384, 4.5799874591183, 4.57971548372581, 4.56774398675528, 4.52347791042242, 4.51477485825765, 4.46053228047498, 4.45933280667168, 4.45269513826977, 4.44043064091708, 4.49611567118888, 4.46516028207017, 4.4585440419201, 4.50173644071798, 4.56778519066072, 4.562573252916, 4.56583593665284, 4.62079265747079, 4.63678443551412, 4.65337578322939, 4.64037386871159, 4.64536483140852, 4.64572686725256, 4.67452747381166, 4.66726141128019, 4.65190196938427, 4.64815298570617, 4.62519199065243, 4.70259729807988, 4.6496070994174, 4.71023733352686, 4.70971504404532, 4.60868719115911, 4.58144338620662, 4.639242469944, 4.57459648115666, 4.58122220423544, 4.5198235932099, 4.52387594850067, 4.57506201656774, 4.56480011564045, 4.61265003658425, 4.64909777635533, 4.70956998984354, 4.77620422133177, 4.82622474419719, 4.84574857096568, 4.84886298025549, 4.85574492087475, 4.87391065027904, 4.82888684095705, 4.7991719584353, 4.7742703674797, 4.74806142759871, 4.73398493849058, 4.73120981005893, 4.69146987575636, 4.57975362584701, 4.68062978687073, 4.63980611676638, 4.69090917534209, 4.66002679160281, 4.68501257391476, 4.67817019995863, 4.70823894021377, 4.61579082150895, 4.62767468224885, 4.62020921242808, 4.68957594188666, 4.67300988166393, 4.65360684816154, 4.56165920193705, 4.56987090850114, 4.6008162072095, 4.58908652198968, 4.55992092645969, 4.57793753031022, 4.51812039314518, 4.53385661265374, 4.58447598240446, 4.57625563216256, 4.55684105597709, 4.53938370902018, 4.56367989242332, 4.50003246721266, 4.45791490483996, 4.38325402294413, 4.36990787753765, 4.36801777111792, 4.37232246948762, 4.36392678029435, 4.27246323573575, 4.20861104891501, 4.19381505707625, 4.20760535957209, 4.21700359678695, 4.16456785571383, 4.21565173077972, 4.21791988577729, 4.20045840773234, 4.21389158394306, 4.2565310609048, 4.28663380914394, 4.26683604106218, 4.20778258990565, 4.25092928847221, 4.19867202485106, 4.16434963233666, 4.22162016303272, 4.19526211106428, 4.1824728839882, 4.20612665893322, 4.27288514959403, 4.2236779458418, 4.2608371021633, 4.25940484910898, 4.33045928361998, 4.37848922960013, 4.37616864930793, 4.33843163722603, 4.27351716573864, 4.22301976540469, 4.20090699757354, 4.14052869457321, 4.13335627830117, 4.1065691734964, 4.20547245410318, 4.26045977109734, 4.2858737464148, 4.25794912862715, 4.35879182626925, 4.34485808443828, 4.34301489845346, 4.24650362952886, 4.3012319423158, 4.29849335198084, 4.24771703700629, 4.24733060373186, 4.30119424836271, 4.30527728195994, 4.32044729513262, 4.37343696916913, 4.32759058687837, 4.31512648298766, 4.34964193703463, 4.27988536954828, 4.3397484178269, 4.28585500864941, 4.299291294834, 4.30815649735667, 4.27844168385668, 4.28925974764728, 4.27964777957569, 4.32434500491042, 4.25708277657193, 4.32196736851129, 4.30932592518519, 4.2722368748694, 4.21908941273591, 4.27308519469781, 4.19615641111659, 4.20305466999825, 4.17324618575524, 4.13482052584392, 4.126783095911, 4.12972213020263, 4.11127086057964, 4.07388712272567, 4.1103395877783, 4.14339551827421, 4.22583648631518, 4.17639916582113, 4.12599293981012, 4.08523265237825, 4.02786441624679, 4.12707101310523, 4.0015938683763, 3.93100365112338, 3.89303695269294, 3.8810552445364, 3.87365799400338, 3.9243985682517, 3.98843820297243, 3.93636114946752, 3.94761597244962, 3.86321577193378, 3.90779180099274, 3.86407744270423, 3.88631964365783, 3.83657145049352, 3.83741609459921, 3.83704486556511, 3.78340643363208, 3.8023870689032, 3.96618248385165, 3.96720034888883, 3.94638937870306, 3.92063003731642, 3.9026049637471, 3.91104530064526, 3.86745769657118, 3.94353958375734, 3.97365880143004, 4.0198294333878, 4.0890123134408, 4.03454500510128, 3.98769888964495, 4.00412529264853, 3.98013059123342, 4.00568861985514, 4.00220057941911, 4.03749758365645, 3.95714400463387, 3.99228162139909, 3.90000500209082, 3.89908838389692, 3.92261337758537, 3.88287054890705, 3.95790554390223, 3.96881191598519, 3.888323985999, 3.96642104507046, 3.98195061948329, 3.96814233437878, 4.00439231980759, 3.94188154842748, 3.94196507963262, 3.9561217031989, 3.81005690242463, 3.78955246312797, 3.75502148830304, 3.77279785168543, 3.82845751942455, 3.83584032527041, 3.79573200021698, 3.79189257771511, 3.74138116604873, 3.69095602822532, 3.56578570276446, 3.55273734734448, 3.58212710055444, 3.59569937979072, 3.54327030537155, 3.51984793650019, 3.57638254900287, 3.6133493973113, 3.6403242964285, 3.62426609028643, 3.62163101264024, 3.56591861008498, 3.56786460989344, 3.58809337709665, 3.5908339367904, 3.6015664473659, 3.48133400504154, 3.49565685527296, 3.47929339634061, 3.41621733967654, 3.40114554667161, 3.41064307428037, 3.36287127343868, 3.36393748361912, 3.3049957749768, 3.2509120101293, 3.34161931509715, 3.38032208895511, 3.3013558401827, 3.28947339480497, 3.29603120862057, 3.2806578857823, 3.33541833287103, 3.44835791067852, 3.41940713038201, 3.46164378605776, 3.51755836581334, 3.5378659696102, 3.56138341939028, 3.62269244225075, 3.62873912952768, 3.52982591306492, 3.55218834183411, 3.48780005554465, 3.45719146820928, 3.44521555453362, 3.33910994951078, 3.32993019755825, 3.37428554641612, 3.34314518199054, 3.26882061057249, 3.25372402217442, 3.22505075698796, 3.24059443808413, 3.20951640286759, 3.17445323574789, 3.19233778376852, 3.2171300366581, 3.27438028701274, 3.32764988675836, 3.29487121801576, 3.34015101312498, 3.27391408959462, 3.28191625997682, 3.1825531613315, 3.2027883775, 3.14911694381115, 3.14542620546153, 3.15912785832743, 3.08413435538251, 3.12902461641964, 3.18384898554112, 3.19771704937432, 3.1359582748223, 3.0617244330811, 2.98654810892185, 2.96423198375924, 2.95889490463606, 2.97655109287873, 3.01633664244212, 2.99041254858241, 3.04546712197401, 3.02697871768048, 2.95194087828054, 2.9876153676708, 3.01546433672956, 3.0213618949834, 3.04592184987796, 3.11742701557259, 3.10092145425916, 3.1514215248674, 3.12387865878704, 3.19311948434765, 3.18483960954036, 3.17319939237064, 3.20421131238693, 3.23457553855671, 3.3066287843876, 3.33012793024598, 3.38051925524426, 3.41471984532076, 3.39072112957965, 3.45408555650915, 3.40567413097282, 3.4567423696493, 3.4119840198575, 3.46093095162002, 3.45533113907214, 3.4570859026158, 3.55365783398978, 3.51564697685888, 3.56801950652577, 3.53406164758566, 3.5353083638444, 3.52914017789063, 3.62621029088075, 3.68982002230025, 3.69358886735216, 3.70030257876821, 3.70438832295739, 3.63547255605065, 3.55126901194831, 3.54191169553593, 3.53164779376402, 3.49532352342238, 3.45070765121381, 3.44807459965275, 3.53726369967685, 3.51971334618485, 3.57608009668949, 3.56376064109534, 3.57923651169523, 3.68793043004336, 3.70267751329079, 3.67025758239437, 3.58493110129015, 3.55927669167505, 3.60917005524614, 3.58589975050725, 3.62666757775582, 3.61464739501424, 3.54452482883357, 3.4497200062953, 3.39920822979391, 3.39957899747384, 3.37474071311323, 3.33537752637248, 3.3398595577249, 3.2852193355219, 3.33364647447993, 3.3037527483093, 3.29504533080853, 3.24986426618953, 3.27724216673437, 3.29598175918097, 3.27373494098572, 3.17526754177084, 3.18326547464705, 3.20455687884772, 3.22910468013123, 3.28157869144734, 3.24058881978832, 3.20366974625333, 3.13971221207823, 3.18258959583716, 3.15961054118492, 3.1197234017201, 3.11741569002948, 3.10786690259472, 3.07610010894137, 3.17442235398654, 3.13739694368068, 3.19446694605148, 3.22446847300042, 3.31528668590973, 3.32078029986629, 3.32123170320071, 3.29042228535019, 3.23033193533596, 3.21524978309297, 3.18559334505191, 3.15979368047325, 3.17843546960549, 3.15607696962048, 2.98538756935054, 2.97493767544115, 2.98434955638356, 2.98081597024813, 2.99086652776649, 2.96834927421238, 3.0159678834835, 2.99902089671046, 2.97608372333012, 3.02232084910722, 3.08196017700526, 3.06101478575025, 3.05468284171268, 3.01917477396185, 3.02566816015934, 3.11284276384626, 3.15665461892857, 3.18893665724112, 3.21226780999146, 3.20168743767731, 3.1183885436016, 3.15584006536469, 3.16308432841785, 3.13714516986961, 3.2027092502494, 3.24498992922326, 3.30548795479333, 3.34285935586393, 3.30475272811005, 3.29200500556808, 3.19648272449051, 3.18642231716986, 3.09752452798194, 3.10313599706118, 3.11085371822001, 3.07993935615045, 3.07877703035077, 2.99787519520192, 3.01683425281359, 3.11194677683892, 3.14204049018629, 3.22865797520652, 3.22131449753752, 3.20767108546615, 3.26504556606368, 3.2903155495668, 3.33036742331617, 3.32360435873805, 3.32122284247175, 3.33372797649423, 3.33590569474083, 3.37547797718237, 3.35708056806783, 3.31107129621838, 3.38505057307877, 3.34815776281916, 3.36257497646752, 3.26953448396682, 3.23734938778481, 3.35841839350731, 3.36299201431985, 3.40381406994993, 3.43097122906665, 3.35998587002679, 3.40295389329564, 3.35186928998365, 3.38751380958655, 3.32723309708328, 3.32565513687744, 3.35216838813968, 3.33586414657469, 3.32862787911888, 3.35727553179352, 3.39328672310041, 3.46918112934936, 3.61041706756669, 3.60478014607473, 3.67125320508161, 3.70588616080942, 3.70938335380287, 3.70674146159061, 3.6569113820834, 3.70646307919352, 3.75831514697746, 3.73321746757428, 3.67315490647453, 3.67466932409436, 3.73052249305868, 3.81755641853583, 3.78972984147524, 3.78372074996056, 3.86938237894135, 3.84923431660637, 3.79872041477662, 3.81616029893536, 3.93504668978323, 3.89743852429, 3.87378424172952, 3.86858986616777, 3.8715437659694, 3.85210127302926, 3.87601927827257, 3.8432147877491, 3.83648221414497, 3.87028009892285, 3.87687560076671, 3.91136603857861, 3.84183383387915, 3.8003221696753, 3.79258207313658, 3.7138589398306, 3.72338639591743, 3.76946282918067, 3.76289985308642, 3.68088002424204, 3.66848415917299, 3.60347957879471, 3.59021279094667, 3.52017318947088, 3.41803803522681, 3.46062696964033, 3.47361352717073, 3.41540314162432, 3.34480017323161, 3.28338501331009, 3.25654180140874, 3.31661206718833, 3.33558915454046, 3.28771903665798, 3.33660860748107, 3.26704435559112, 3.35091465823502, 3.338390557305, 3.4100097485749, 3.35917056738435, 3.35764905328624, 3.33212927140538, 3.34917286920811, 3.3006561359446, 3.23941651759803, 3.19193151190274, 3.28022591965422, 3.29223396521949, 3.34366280073138, 3.30554972633767, 3.29998170702005, 3.29537757838865, 3.28159388616251, 3.27465945655292, 3.28945177567959, 3.24983127479168, 3.28834547298168, 3.378105633525, 3.37508317906722, 3.40107755090577, 3.41160121746599, 3.40975923427779, 3.43215453717051, 3.42928732580101, 3.3858155952435, 3.38137008763256, 3.44221846007743, 3.47071512042016, 3.4904841149813, 3.48479194232203, 3.51243723762751, 3.41095923433004, 3.40752449944545, 3.33264090738356, 3.31236812265316, 3.24235355499917, 3.3057289626811, 3.2712933696842, 3.2468607546596, 3.30862622501031, 3.34928873727726, 3.33216031943775, 3.23116865012596, 3.27301915967328, 3.2543517659755, 3.21905608182723, 3.19209359857994, 3.13611937436675, 3.06517493270789, 3.01456230025599, 3.06871922693967, 3.01645421326349, 3.00026097658546, 3.02648288587327, 3.04876578039082, 2.95131529550138, 3.02440148936624, 3.03329852337595, 3.08328331935328, 3.03641870699445, 3.01400720497176, 3.00056050885587, 3.03316726170753, 2.97211278055998, 2.94815388491757, 2.97941212888425, 3.03412235366489, 2.98885842054774, 3.05946411821391, 3.05283367913752, 3.0432112004032, 3.07687385311986, 3.12068203153466, 3.08276470667765, 3.12599369527277, 3.07854552530774, 3.12047394587121, 3.0939531691183, 3.05460774168812, 3.10755868163934, 3.13107258474868, 3.07017384192467, 3.11368532149594, 3.10031400356497, 3.12873545549331, 3.15159274645037, 3.10309474936147, 3.09735349741217, 3.0961811336941, 3.07447389873539, 2.97475719862877, 2.94937382514734, 2.97388765343368, 3.02219289017913, 3.07945054119153, 3.115139024479, 3.1050550831903, 3.0877675240223, 3.05872949218057, 3.10566780299872, 3.07549427825675, 3.08566996267519, 3.13208161293712, 3.15003613604916, 3.15937400295173, 3.13838173096449, 3.08008271757157, 3.0662458262796, 3.02343293464469, 3.03040414991333, 3.0319803775602, 3.01515431068215, 3.04415111435399, 3.11688224102354, 3.11965771816678, 3.14670922639064, 3.09540419727358, 3.09040405591815, 3.09195270754073, 3.11487329025779, 3.1341029640374, 3.14280059355301, 3.1623751914677, 3.11804894679152, 3.12759555108133, 3.04621614296938, 3.09171746064041, 3.12591982150359, 3.12344382232318, 3.20784047242554, 3.18042874620525, 3.24404629706207, 3.27910330303925, 3.38858581366191, 3.45203733221957, 3.49011058220312, 3.5192484342081, 3.54594772599393, 3.58912326550431, 3.62728947304957, 3.68730820417659, 3.68028863326948, 3.7687925365554, 3.76751000002218, 3.70222029493342, 3.76598015967583, 3.69485449414652, 3.69677077914094, 3.65435128457342, 3.71972973559939, 3.75299089385311, 3.71885556356493, 3.77216069778376, 3.78305704327938, 3.81794705435541, 3.86352892835293, 3.83817218351091, 3.85154144354524, 3.72519543095672, 3.70763428931491, 3.74995106310047, 3.80089348684999, 3.83062077837409, 3.84296361824645, 3.88039295684213, 3.8339955396078, 3.80027356957497, 3.75464684385247, 3.77224148212255, 3.77538051234609, 3.795076364574, 3.81462144327957, 3.87268523924533, 3.95978418807647, 3.89432745483214, 3.91606532751696, 3.88566068746281, 3.9561996001459, 3.99116748768991, 4.05074808332101, 3.98893330053973, 3.9930483419263, 4.0736905736877, 4.03041883579172, 3.98065934747161, 3.9734893505718, 3.94007572049534, 3.98173711976623, 3.96063053543668, 3.95019800171286, 3.88275473019641, 3.90045218018116, 3.93416448385751, 3.86998026951709, 3.94245949627188, 3.89602415463851, 3.91881233434765, 3.9274951082896, 3.88377409663771, 3.85616463162865, 3.90361462452652, 3.90031988392931, 3.89219724994831, 3.93862809151066, 3.95766315609251, 3.94585218340909, 3.95538024555257, 3.88878339707542, 3.90182840728557, 4.01136216026906, 4.00018462331167, 3.9722732146448, 4.04101616619311, 4.08274015867856, 4.15365304791793, 4.183273198984, 4.20375673431777, 4.23819953071938, 4.19540495394207, 4.20886116900165, 4.23087676359314, 4.32420684001837, 4.36706344453414, 4.4488975830483, 4.45183174832037, 4.40976743901328, 4.36905967332046, 4.30461003900748, 4.21479804803786, 4.19594035820744, 4.1718978795849, 4.24275669005465, 4.16144697632434, 4.16939483456873, 4.14799642967317, 4.18085940088964, 4.21950621979728, 4.17751620693097, 4.16901819605679, 4.15822049934463, 4.10561163527336, 4.11149977709324, 4.09326645593356, 4.06078140773228, 4.00990247348611, 4.01281129125154, 4.01675292775784, 3.98454592124298, 4.06454197105944, 4.0064927834691, 3.99702699858093, 3.9606631064922, 4.00346464202635, 4.05925280783292, 3.93619258969289, 3.90718140302896, 3.81201006800648, 3.9038446142191, 3.91080791657884, 3.93274995093806, 3.93358330275537, 3.85573850114335, 3.7765064569493, 3.82057748993506, 3.83867924398102, 3.80218637989146, 3.73075187152227, 3.76537208823926, 3.72008250863511, 3.70513789584369, 3.74455391807102, 3.7003734337745, 3.63416325908268, 3.73079653438635, 3.70465854400459, 3.79427569314578, 3.77096580239806, 3.79232391294593, 3.81848310093702, 3.75962458842701, 3.72276765380092, 3.81608785763097, 3.8149040531797, 3.86793149528002, 3.78595583196561, 3.83261019249033, 3.81746356134173, 3.80866391993994, 3.78180241861776, 3.77816968270135, 3.78775758234175, 3.70109500612547, 3.66101407247524, 3.68360469308406, 3.67750808577841, 3.68272155337698, 3.66777588391166, 3.72868812150424, 3.72878716578409, 3.72482048272533, 3.75932610636019, 3.87413765524947, 3.90137024687799, 3.95935126915605, 3.91806525762107, 3.92175265886405, 3.8970918566111, 3.94182677278719, 3.94903658593553, 3.98113592054584, 4.11522466303971, 4.08232870277119, 4.10999213552162, 4.05854640996949, 4.022006874711, 4.07735288937908, 4.07319147094011, 4.09084115178236, 4.05502445317652, 4.04852012855347, 3.99913227652042, 4.02880456086176, 3.98304091968573, 3.96707671887281, 3.94550932602656, 3.95326938536623, 3.93312214529316, 3.86836548262328, 3.88237044005629, 3.92051596511764, 4.0040408653881, 3.93140060722331, 4.00265445449179, 3.95144989584024, 3.94210962199692, 3.88155637828855, 3.95798431235699, 3.96496643867391, 3.96283077692584, 3.9846727740955, 4.12747931848713, 4.09465561722226, 4.11704727161339, 4.12190126831974, 4.13045037445126, 4.18620208714559, 4.19634480292064, 4.1924053341834, 4.20818650675156, 4.1724991789331, 4.26624993244136, 4.35923753188139, 4.31941127318212, 4.22499731089247, 4.32258212713211, 4.34719937787833, 4.27687090663514, 4.23632768290463, 4.18485081656803, 4.19142235637043, 4.17765528765542, 4.24639503783057, 4.33947716280708, 4.38495622901819, 4.38389500626149, 4.43977846209335, 4.40239783838417, 4.36991291333421, 4.37113396829194, 4.36185859572502, 4.32309260852993, 4.34165329591901, 4.31040612596695, 4.36711804680516, 4.34955307344007, 4.33150657099622, 4.32831141024446, 4.39640750227768, 4.4269612458878, 4.44517189920596, 4.49642583707945, 4.44221258985561, 4.49954918666948, 4.49998688567671, 4.42781169190151, 4.3984037980468, 4.38012128293655, 4.45610317412183, 4.35623121986283, 4.3388855518401, 4.29064111021127, 4.304120732378, 4.3050301769059, 4.35780977011431, 4.4073622442113, 4.44299574723028, 4.5327779833684, 4.47869364608222, 4.45406695730877, 4.50229682695903, 4.47314363384019, 4.41068160833453, 2.1185362610238, 2.11019566317122, 2.15654373293866, 2.12813614555111, 2.1393906495807, 2.19598994485614, 2.2650140216248, 2.25337385091352, 2.17334168455077, 2.15842322569747, 2.14464202152785, 2.14312574286929, 2.19759304390366, 2.14732195589127, 2.06569514313734, 2.10437226539706, 2.10296184926009, 2.1207749037497, 2.0544252479133, 2.0191983731226, 2.00818744680847, 2.11285182976873, 2.19937557724607, 2.20116625469903, 2.25441275079491, 2.22602366589491, 2.20715160331482, 2.20269188947859, 2.13182726287154, 2.13146142577782, 2.14310597963223, 2.08716196580202, 2.01365296042063, 2.16541219421206, 2.14158520257168, 2.16415085279431, 2.13828039636571, 2.21575164749323, 2.19695294917447, 2.22017387350972, 2.25763778114057, 2.23080786445063, 2.19911370701971, 2.25238356941414, 2.31851899159703, 2.32943402277469, 2.26655478660209, 2.30781802230902, 2.27045900238514, 2.26225597060805, 2.33042424032432, 2.24823093526659, 2.28549773245183, 2.3001499706473, 2.31365939491396, 2.32677134005097, 2.31165487120273, 2.31927882950275, 2.30239742206133, 2.31479517214656, 2.28394207871144, 2.29965891521965, 2.3733771224524, 2.32622512644076, 2.30250605210536, 2.27434213320225, 2.33278868897411, 2.31613147123385, 2.36539631981373, 2.36265640318058, 2.33055252788106, 2.37222204657666, 2.33991668997766, 2.3160737430221, 2.2923626512885, 2.34016132434871, 2.44576449512715, 2.37841065123495, 2.33526389807776, 2.28342868966147, 2.21951891117547, 2.22868481785129, 2.23608441699073, 2.2174256551477, 2.19204066305203, 2.22352921993823, 2.12149254814056, 2.18688985663652, 2.19232883719283, 2.23501194626661, 2.23097352161599, 2.23230693297349, 2.21798658469942, 2.189977543622, 2.24036483962538, 2.24464834287096, 2.18373784715039, 2.20434920257721, 2.15960653483007, 2.05163857467496, 2.04564993709268, 2.04067041551073, 2.06344124689736, 2.13194074533993, 2.17750814018732, 2.13912699770809, 2.1674116413679, 2.17122482187008, 2.19621525629734, 2.17670925852737, 2.14305058540633, 2.19440897119234, 2.19995204680283, 2.23372745435676, 2.20163498587322, 2.06324450732769, 2.03982971168065, 2.04700597231294, 2.14748057514641, 2.14593059340766, 2.0319721929791, 2.0079092385638, 1.95846885109064, 1.98363346983662, 1.97086873904317, 2.00298156345978, 2.04806746802632, 2.00172000229751, 2.0545618456661, 2.01847232601017, 2.00932345722144, 1.99135784813857, 1.88620772157018, 1.8683346190761, 1.76470424959708, 1.68984672747636, 1.69986516286858, 1.71661137438173, 1.75074617801539, 1.71760678206055, 1.74247356761254, 1.79984230625127, 1.77688623525261, 1.80515433764812, 1.72172093223166, 1.70256780895887, 1.7021441255924, 1.72765464408017, 1.68105405030334, 1.6681817412782, 1.67407288714808, 1.71927485719136, 1.75903966365153, 1.75080635422242, 1.76540047018744, 1.77982147626213, 1.74068212802726, 1.85977474652977, 1.87023552736604, 1.89428336898199, 1.82771397240577, 1.81590244703914, 1.80697728101157, 1.84732565626686, 1.87187451794879, 1.86162474833334, 1.88573151846084, 1.90474511556572, 1.95690954277814, 2.01366907985647, 2.03893304692449, 1.98137730549726, 1.9659067232594, 1.947585512333, 2.02415048021064, 2.01357295296259, 1.98102838573253, 2.07983248057084, 2.15830046952315, 2.15261084462219, 2.17814605082531, 2.12111253528413, 2.1503659151844, 2.12220171129271, 2.11498620979888, 2.07311538831773, 1.96669611675687, 1.89674380632374, 1.93885970239327, 1.87138350455848, 1.84147138075329, 1.79367976375473, 1.78643369428736, 1.81610913757559, 1.79914562077486, 1.75117085939782, 1.78086416892882, 1.78657794197523, 1.85827829325704, 1.8539003244187, 1.90429492567668, 1.88521325686253, 1.93196776486157, 1.9371794231804, 1.91043670416941, 1.91397578802548, 1.92598487829147, 2.01046727497876, 2.0616747338338, 2.04068778011458, 2.03883844478587, 2.07708727165385, 2.00204598233347, 2.01274669797182, 2.02498407490335, 2.08383044609782, 2.11549686547882, 2.15419411514077, 2.17442947298458, 2.21862917163988, 2.3443868768075, 2.35084336104721, 2.39805196486042, 2.45574256843951, 2.39292291818558, 2.38916314150634, 2.37026733800336, 2.32979938163129, 2.29027848048266, 2.25884407504992, 2.22694973971169, 2.27294126148296, 2.30694434285498, 2.30314632227913, 2.30382691153732, 2.39718993261306, 2.33046645078299, 2.33959125065755, 2.37215401273157, 2.38513695535793, 2.36290808934034, 2.38581107639542, 2.37626032664872, 2.34572491766599, 2.34524574096958, 2.35431907733354, 2.35566904925701, 2.41477860009049, 2.46106799893401, 2.50311848994814, 2.46998794652105, 2.51482240353437, 2.51746764010581, 2.5597585187793, 2.57751321283805, 2.55533388343554, 2.56517666497542, 2.53768366518647, 2.52166848947369, 2.60663935956297, 2.67714205209642, 2.65622773270616, 2.63182978036659, 2.69228212651705, 2.69168132103095, 2.70848506877587, 2.7053532717102, 2.76433234007742, 2.77889920457527, 2.76700962754094, 2.81020859712339, 2.85742327555226, 2.88251494757264, 2.95836048872161, 2.93795214868486, 2.92820682931701, 2.90623040611644, 2.95178672807123, 2.95003416885806, 2.93807411020083, 2.78893932902131, 2.79547337975379, 2.7876164811237, 2.92564028201926, 2.86931144983808, 2.91029981482061, 2.93882796986719, 2.93766691132272, 2.95815609488591, 3.00196999569883, 2.99167002501272, 2.96059133349057, 2.92982132573148, 2.82041868862133, 2.80867310978435, 2.80799137533621, 2.87570317337216, 2.9021939581775, 2.94570542693303, 2.88865119497483, 2.91404266957002, 2.87331876937982, 2.88708780649775, 2.97071381158558, 2.90502937398491, 2.90416453466222, 2.90036015761987, 2.93123398036987, 3.0330206999012, 2.92289273098369, 2.98122369829553, 2.94579380817881, 2.95011489236315, 3.00434224428431, 3.08081731921289, 3.15423502501094, 3.24260805726981, 3.13849391803737, 3.1108835425249, 3.09514013152546, 3.12385494838807, 3.07773814557194, 3.05494328071996, 3.05357427923776, 2.96234108145489, 2.98154469156658, 2.97893227846772, 3.02850799021757, 2.97611044464999, 2.97223218460233, 3.02865290332987, 2.9366237426506, 2.97424214486908, 2.97008252340838, 2.90470331822217, 2.86788055140745, 2.8230392161765, 2.83426043200556, 2.91330786757898, 2.92526185580294, 2.89831150829533, 2.88268743612564, 2.90606144100246, 2.91025177328695, 2.94003598142254, 2.94653677390456, 2.94850062996976, 2.89064461798971, 2.83226985006399, 2.78295864829255, 2.78047513550123, 2.77607932574739, 2.88260824133307, 2.94228164334912, 3.00132271373613, 3.03647768790434, 3.02123828391305, 3.04121303422659, 3.03708468008924, 2.99117506943395, 3.00730857649054, 2.96575982749236, 3.08425066812611, 3.06922784237771, 3.06789113532241, 3.00820809525116, 2.94327858777786, 2.97654373978819, 3.00257047482936, 3.06728726440632, 3.02536538189892, 2.9994166213033, 3.11626963673563, 3.15745713969448, 3.1590709295789, 3.13698364312455, 3.1116090180975, 3.07487211374845, 3.11720559550753, 3.10792357740412, 3.09647434339851, 3.0407325802481, 3.13279567592884, 3.15339979809581, 3.11865556601641, 3.11117700427237, 3.07025989531681, 3.04928820914015, 3.00831791348528, 3.05162170123806, 3.09157544749106, 3.13596256523801, 3.12335953271537, 3.09532032900956, 2.9321022643799, 2.96612644660804, 2.91969834496075, 3.00559401213404, 2.99390343399701, 3.00002999523811, 3.04767155338539, 3.01441900225096, 3.03656209119569, 3.09568488254366, 3.10674511730247, 3.19799357111977, 3.17740354120174, 3.21963787190414, 3.25583781410564, 3.26701079673224, 3.3320353533388, 3.32494810656792, 3.3168009653488, 3.32340030639093, 3.35757738817062, 3.31318631176207, 3.25065495048346, 3.20053494216437, 3.17507039249005, 3.2182899241893, 3.23767089821512, 3.24134368353258, 3.28171921877041, 3.33565620112793, 3.25713825845287, 3.25106480221086, 3.24052479095287, 3.30533481058414, 3.28562672047965, 3.2926639161117, 3.34960716216516, 3.42145888312325, 3.46034075322465, 3.45777585734639, 3.47514580141328, 3.37051790661964, 3.30145333475711, 3.21853474384774, 3.27139870233495, 3.31111367095419, 3.36643153155731, 3.40342396816498, 3.39379175138393, 3.41897691677276, 3.45140647281913, 3.51447336086624, 3.47596449618497, 3.4935494859741, 3.42826283552629, 3.33611649898486, 3.26031415386715, 3.16407138085651, 3.12029880221686, 3.05692152850936, 3.14796318313882, 3.18648237026293, 3.17421960003878, 3.15429256218208, 3.2278865579415, 3.24080898961217, 3.20212841473266, 3.19582419385896, 3.19795208459744, 3.19246036340246, 3.30370040434111, 3.3524214155828, 3.38193263366474, 3.3561168501367, 3.4335022095733, 3.47461228530678, 3.39111243150154, 3.35705257849413, 3.43802243382462, 3.34464291105852, 3.32260526569518, 3.32934634271246, 3.27266809606732, 3.33570649195656, 3.3084802540469, 3.28843910590867, 3.20837572773695, 3.20935476177929, 3.18004361649287, 3.15789711967977, 3.14699333188922, 3.20337795325246, 3.16990761568744, 3.13798355934855, 3.14195396589729, 3.15872739473914, 3.06731799241342, 2.99888578376812, 3.00108896482201, 3.04478833748999, 3.05523962007528, 3.02459003774367, 3.01411765751502, 3.06261061557074, 3.10075409558103, 3.04311014244812, 3.09242597502865, 3.05927760748502, 3.0881136622488, 3.08122177393732, 3.07281293710361, 3.10162258654422, 3.22580094839961, 3.22419228722634, 3.18371538090771, 3.23562031298833, 3.22021380120422, 3.21802260231146, 3.17125119601276, 3.19302498262677, 3.12132615599017, 3.06210741245151, 3.08545631702099, 3.15407885254577, 3.19864836927326, 3.23643923209395, 3.15845864443318, 3.18122970737734, 3.14512864784809, 3.14833020592336, 3.21522101244049, 3.13820565177252, 3.18247179191657, 3.09130998507947, 3.02235649030713, 3.03355350302999, 3.11524335497174, 3.08717094406776, 3.04202858013886, 3.04101129208184, 3.09087209170449, 3.13352478108597, 3.12901319218239, 3.1792249286094, 3.18830323073679, 3.18445967739883, 3.18662624471778, 3.24362682801291, 3.20372420910247, 3.15276254997227, 3.13724910652514, 3.1317497124851, 3.16043704780669, 3.18032046602049, 3.26933742158079, 3.25495697367427, 3.35029720947809, 3.4204862814103, 3.46234148399677, 3.47779573124413, 3.48818000455546, 3.39549695341844, 3.31988132669428, 3.2803506637181, 3.28453900363851, 3.34750653219253, 3.29967777280035, 3.31503264006367, 3.20664694511829, 3.3292887341945, 3.31956162653512, 3.22493425377128, 3.27708165157107, 3.33867277245728, 3.37732706374239, 3.42412684732435, 3.41338033890459, 3.47946595413295, 3.46776696968729, 3.37285505961285, 3.46783992625864, 3.52743259983462, 3.56415110686942, 3.50059536969745, 3.5468259020292, 3.54003601107081, 3.59851759836632, 3.69670229290987, 3.67147287783173, 3.69794590146296, 3.76625110218766, 3.82146542944182, 3.82400367637397, 3.79555051963948, 3.82701407949891, 3.86111347575531, 3.81969649811349, 3.74119489264722, 3.76914766821661, 3.76808101297317, 3.73052252236777, 3.73069920478138, 3.78103596057172, 3.7953186417161, 3.78533861441754, 3.74993213131897, 3.7525687134637, 3.74029090459455, 3.74203130025985, 3.78296511922821, 3.83470510321627, 3.76430180306422, 3.79159003432025, 3.77264775942147, 3.80324200619164, 3.69556831366665, 3.82378123434087, 3.82170234394252, 3.81127298427877, 3.82485558305084, 3.78021295735859, 3.78159333794244, 3.80327194684834, 3.78654771538902, 3.83253111539301, 3.80915251233328, 3.83820901216801, 3.82485166459682, 3.73561747426047, 3.75123403662349, 3.75707865814551, 3.79451069624851, 3.87523755931842, 3.87703870557467, 3.93857614444307, 3.94049913913156, 3.91489449196413, 3.89103816311989, 3.93960646687844, 3.94152218910858, 3.97986533644725, 3.98546331564589, 3.93834468022683, 3.94438674359176, 3.89875550114814, 3.79774963031325, 3.75303249284166, 3.67931405784508, 3.6192404807144, 3.58293064043074, 3.62258790660332, 3.60177644742968, 3.57840263211168, 3.52247112312337, 3.51501406406107, 3.56283441124013, 3.60176387061489, 3.63951311755585, 3.66221222767488, 3.60268198981367, 3.61589657490418, 3.58546583920349, 3.57619916068127, 3.63466068279337, 3.6386630847885, 3.65826678040961, 3.68111631911579, 3.70774585791495, 3.65406803747136, 3.67327791631587, 3.71520010027292, 3.66667869485376, 3.64075984585497, 3.53806257578505, 3.55182865981071, 3.54539426355147, 3.48892805966508, 3.46582622891722, 3.39431562460127, 3.43873111153268, 3.40041780956168, 3.42693244647445, 3.41369139671596, 3.43555800067411, 3.40341878674342, 3.44801294777131, 3.44356251276766, 3.46664686655879, 3.490233378245, 3.52756368081909, 3.53107662386271, 3.55248323733494, 3.52462541890741, 3.41595629151472, 3.46276400447689, 3.46628546495824, 3.42583032129595, 3.3800273453205, 3.37696835544666, 3.28287170650636, 3.34632166443869, 3.33477429330287, 3.33902268791504, 3.36050227947191, 3.27761474108616, 3.35922268174945, 3.44541640977789, 3.36669155408047, 3.30335316005901, 3.31881677039815, 3.35549694489109, 3.22358908330066, 3.35118768488373, 3.30362528659916, 3.2912013179521, 3.28916691192659, 3.26924238833425, 3.23770861104205, 3.24051969491094, 3.31163626930598, 3.37849012186199, 3.31063167095434, 3.28616748461789, 3.37335893374063, 3.45094547556679, 3.39992613911411, 3.49309877607265, 3.44396574408617, 3.4125575612598, 3.42261914490069, 3.41305371688889, 3.31931216661425, 3.257872495558, 3.29884011556425, 3.17198755619182, 3.1943253839589, 3.12325025012888, 3.11536421114679, 3.11347106360776, 3.17619718037884, 3.1525975399838, 3.12540796405751, 3.16750946035075, 3.14763384665349, 3.17217750187285, 3.22367097043148, 3.18655416173663, 3.22398017291157, 3.20551902036349, 3.22928133513525, 3.20803745407321, 3.29003703232517, 3.3403251733251, 3.33061062915698, 3.19891460911331, 3.26342546975526, 3.25433832104705, 3.18759484001115, 3.19351676639145, 3.19458860164386, 3.17161432028428, 3.22307268447273, 3.18106798851408, 3.1901908906407, 3.12743378578937, 3.14622587473831, 3.16209268015715, 3.08803550153237, 3.06961727565022, 3.10416975388492, 3.16418447661739, 3.19154521425896, 3.17403569187478, 3.2840476157948, 3.26064153068086, 3.20278520815017, 3.1693602225416, 3.23668524147704, 3.21659046107745, 3.24286882072543, 3.32494673259556, 3.30796356778791, 3.27530305528753, 3.25080749554067, 3.3909155403434, 3.35210200158114, 3.36808395125379, 3.4121359156735, 3.3554588046601, 3.376664027745, 3.42438045119862, 3.42343872773858, 3.38357284106232, 3.37387273688483, 3.39230191163869, 3.3670670113017, 3.40173073953731, 3.38923264125251, 3.35642290281265, 3.4314620952956, 3.35898404318917, 3.37506520555087, 3.36189579147335, 3.3565367659672, 3.35145069665542, 3.31061489447183, 3.27884940460151, 3.2532859644843, 3.3004815902147, 3.34897703154456, 3.38754290545337, 3.43362958605142, 3.5436739940059, 3.68188331383667, 3.65951908174928, 3.57310805936732, 3.600367903539, 3.5638067437721, 3.58232957853538, 3.5252064475678, 3.5503154681668, 3.48941058519013, 3.5864737361527, 3.54053062634729, 3.59674699949944, 3.5501768130976, 3.57009092732331, 3.54751601349902, 3.5814841581422, 3.64850576015599, 3.73535791325425, 3.74698569755607, 3.69174485866437, 3.65452837589104, 3.75331307179663, 3.7597468580679, 3.73810443461392, 3.76375834026452, 3.69284208059979, 3.6718725942181, 3.63064618997379, 3.50418352460403, 3.52790419361793, 3.50102657445996, 3.51228306020373, 3.55522175163704, 3.5530300238444, 3.60353726328906, 3.55745126528567, 3.55876139271224, 3.50841855942929, 3.57324215833785, 3.61283545772627, 3.55166306651478, 3.58394359400485, 3.60500385922968, 3.63762267938024, 3.74568412042176, 3.70553174546558, 3.71913377325234, 3.75976450232485, 3.75222676305363, 3.73299461251406, 3.75044958260412, 3.79163992552039, 3.73235842184694, 3.72397031293031, 3.71077186585886, 3.71332095263847, 3.79207038404871, 3.75032598442459, 3.74365277191523, 3.66668334584966, 3.63494441867614, 3.62711128612123, 3.60644727841402, 3.57668871157375, 3.59436337105294, 3.5912359999476, 3.55629496259122, 3.49946805824235, 3.53431904119826, 3.47846443030365, 3.52047308599242, 3.5156216871219, 3.53599899123624, 3.45731904438129, 3.45575600254127, 3.46548984510969, 3.55578506604315, 3.60671185083959, 3.58610625170308, 3.69403569120937, 3.62830874987954, 3.64827764249359, 3.66499360705697, 3.71783439745255, 3.74376534777409, 3.74046800900217, 3.71841948676112, 3.65203050033397, 3.7111671015563, 3.71009357361369, 3.67965810640748, 3.7258651001451, 3.76608264889915, 3.78004868624287, 3.69691251858222, 3.72078842774325, 3.84982106228629, 3.77553940722245, 3.74623056667019, 3.80314021992191, 3.81137001136172, 3.83377959263598, 3.85039822785604, 3.83198544033213, 3.86146431028738, 3.87352818475551, 3.82045646292836, 3.73398838789505, 3.73251042294142, 3.62238111662493, 3.59539028743412, 3.59055369410785, 3.71495095447013, 3.58724164606431, 3.63659084035384, 3.60095790538978, 3.50288286527396, 3.44013542877673, 3.46916015836835, 3.45898700554889, 3.46152662176255, 3.44151919263692, 3.43484109272184, 3.3603517906211, 3.40451776146807, 3.46430995927302, 3.49883982934906, 3.43672368664184, 3.42070222450177, 3.45052113776214, 3.47631586110278, 3.36403140333862, 3.28832561830469, 3.25050530533074, 3.15733627176132, 3.1996335067587, 3.18012924955577, 3.227379740767, 3.21918829956518, 3.2848129535331, 3.14562695283204, 3.10893719454169, 3.15449536476756, 3.16994761107742, 3.15687738111006, 3.23169510867061, 3.21267231739342, 3.34357453045487, 3.34209052301353, 3.30083012326362, 3.29286768195649, 3.32812949322561, 3.39234187842256, 3.44105319460828, 3.39663767385815, 3.29983373086049, 3.32785573604973, 3.33363857476161, 3.42011523486256, 3.43763259418168, 3.50838730903006, 3.49692080440944, 3.49508814126743, 3.4857438420794, 3.56292763098935, 3.59982619188402, 3.56688922208144, 3.57184464706598, 3.5291134022056, 3.39757391443681, 3.36275584080714, 3.33998801349264, 3.31164067822597, 3.35393740314692, 3.27693095840887, 3.26097380880662, 3.27659626369923, 3.28280946656768, 3.2520984325023, 3.31284726491395, 3.44645572452125, 3.44786144941105, 3.45514326264175, 3.5231302495075, 3.56052474911042, 3.58805778359406, 3.52569613319227, 3.50459714429765, 3.4396223127199, 3.3911319695611, 3.33905665178747, 3.38387114657593, 3.30495541330114, 3.31834493516017, 3.2983768910641, 3.31222108229905, 3.25053741194476, 3.28821615788054, 3.30267920891338, 3.33643601276842, 3.29767925759299, 3.24718429587153, 3.1653563577184, 3.13549031898589, 3.09422493675969, 3.09954866253757, 3.08867794375886, 3.11330108212611, 3.14358703507323, 3.14395967426497, 3.18053132528213, 3.24638237234036, 3.27721369219115, 3.3269358441627, 3.40070079103204, 3.41767548550146, 3.4154650859985, 3.44184596369826, 3.46534398358312, 3.47169446338421, 3.44147273296397, 3.47131366226798, 3.42986477544369, 3.40010685149159, 3.38664521375849, 3.35019374055672, 3.33749047044722, 3.45580817900546, 3.50343460002289, 3.46532743997158, 3.59555404113743, 3.56497147394994, 3.57599584367815, 3.63894022716038, 3.69716847421762, 3.74927833348237, 3.70677099187691, 3.63943268614515, 3.70998306305575, 3.70718733461457, 3.71992083689463, 3.74279957937715, 3.65532519852757, 3.64916603236501, 3.69387954565993, 3.72063260825996, 3.78327987414428, 3.76133576574076, 3.75753097037778, 3.75947348843446, 3.74658870830617, 3.72336271391352, 3.67535696724368, 3.66274797663634, 3.59646358629337, 3.52276209308163, 3.4958513774409, 3.43002297948071, 3.54453060050724, 3.5618871420552, 3.60707622475475, 3.58131507109644, 3.50621803389941, 3.48231607867125, 3.5412953868229, 3.59510897983515, 3.55357568372862, 3.45535944383046, 3.43767077880662, 3.42286637098324, 3.46450208149365, 3.43335464807005, 3.35510726896233, 3.3890752268169, 3.35160192227544, 3.36744832058937, 3.35809111457222, 3.33586543762798, 3.35124209581108, 3.37618344123228, 3.32951800495134, 3.31480406786911, 3.36885877995902, 3.35545237537792, 3.28047306284546, 3.22148733161963, 3.25909894167897, 3.23636287026292, 3.24586851687093, 3.32087768390156, 3.37882457918231, 3.38504232032211, 3.3706322432365, 3.38629252128744, 3.35623739031968, 3.36489119393339, 3.41690974157083, 3.38575979105424, 3.43347720676122, 3.47761486137531, 3.51354284223034, 3.54615496159314, 3.523172275584, 3.56931340107954, 3.59483419535221, 3.46911504617087, 3.48560070801642, 3.51239392548022, 3.52851319873996, 3.52507765721367, 3.5555110572987, 3.52832600992339, 3.59384036538228, 3.61602175491825, 3.59286368192164, 3.63586230026841, 3.70226748221422, 3.66309313308424, 3.61802069905525, 3.57859474840075, 3.48344138968596, 3.47178309889819, 3.38950338916277, 3.4499484762068, 3.47150780419091, 3.45413306120968, 3.40407755156345, 3.43797690496418, 3.46290836014965, 3.44962068967448, 3.5278293556319, 3.43930395023969, 3.43843064215599, 3.44870388068485, 3.47901443368232, 3.4266727964374, 3.4733480597347, 3.45110707691665, 3.48967408481065, 3.46553428379289, 3.41066395762903, 3.34732218879028, 3.4056504921422, 3.40726216540504, 3.34356043843179, 3.33714087878277, 3.29835223606648, 3.23081497842012, 3.24566344542738, 3.21501486624881, 3.17232839110386, 3.23209519044416, 3.2413577587045, 3.26152795929167, 3.34020758741425, 3.35086220138919, 3.27579934789987, 3.29793188550116, 3.37390390184513, 3.34801467941619, 3.47527498009371, 3.48744708211436, 3.50000380467602, 3.52121974147018, 3.57544400868632, 3.5250667902252, 3.59630471159091, 3.67342451823794, 3.74586133999299, 3.76440755747496, 3.63761284925623, 3.63750965481966, 3.66817818941498, 3.7082171686625, 3.72169878662879, 3.79261569154315, 3.83460228273692, 3.83464285920532, 3.8039907373207, 3.75968165843843, 3.82997854658512, 3.84408334327045, 3.91189378822502, 3.81487246856132, 3.78143222657111, 3.67834880227865, 3.70671517492529, 3.74667267868027, 3.70620607839016, 3.7545111987714, 3.81362544243412, 3.87378104825977, 3.83280578743832, 3.81860396195783, 3.88015806608956, 3.88216631916005, 3.96455272970032, 4.02599733343621, 4.07965324786035, 4.02772730033306, 4.06767343827645, 4.07228388749122, 4.14162946092542, 4.09499498888442, 4.09844551110397, 4.11697673667175, 4.14153573676683, 4.12426981190518, 4.22220568098518, 4.24578097276114, 4.18930829654082, 4.06805921699475, 4.07305913033421, 4.11283585444347, 4.14764254266943, 4.14894827215512, 4.13010248625185, 4.11396057085069, 4.15386455575814, 4.1368475330223, 4.21613686962478, 4.189633987697, 4.28687152692916, 4.30516865722652, 4.30875692122221, 4.23880486180109, 4.29458002869445, 4.28866839404727, 4.25274912603223, 4.19752564523695, 4.19713061726928, 4.17402726147727, 4.22291226196239, 4.24210033512966, 4.1909486146627, 4.16723842735964, 4.16534836438989, 4.17925124681324, 4.14673561823302, 4.20970790860876, 4.18497928458915, 4.17818076105802, 4.19435471054702, 4.20404710883236, 4.1655327083756, 4.16820401351242, 4.21936657525371, 4.15056051300011, 4.11426854054398, 4.18292326830779, 4.27188145641705, 4.29530695986774, 4.16466557498837, 4.19437290490754, 4.19072609516583, 4.23122746696958, 4.2191552754077, 4.16031020501547, 4.13707157028924, 4.12633657206525, 4.08769833964891, 4.13021374142523, 4.12916661924549, 4.13336651138845, 4.09674520946462, 4.12939153603543, 4.12385993785781, 4.17366425353528, 4.15297753800758, 4.13413063836492, 4.12771934273436, 4.07102200153891, 4.14176321299399, 4.22684724740334, 4.19893196679725, 4.21659980750676, 4.22784821848152, 4.22024266523769, 4.23716361310546, 4.25308168010896, 4.22840323451811, 4.22057178514732, 4.24886707600056, 4.27273750014602, 4.22472736810662, 4.29929627401694, 4.30477140281738, 4.35509160969861, 4.32321091355915, 4.30124579984119, 4.30936695411908, 4.32671254135882, 4.35158233897562, 4.3785628706772, 4.33578726034411, 4.37644925160197, 4.36462814034784, 4.38122600782529, 4.28312443042524, 4.28698288271642, 4.28792125377172, 4.26793915356353, 4.31615677900375, 4.29411333809694, 4.36384424256457, 4.34449152779589, 4.34624057041288, 4.31700202105754, 4.34797392919984, 4.3826325339378, 4.4015015295284, 4.36340667374993, 4.31529398777144, 4.3160001290328, 4.28325652347886, 4.25625929007354, 4.31153931788707, 4.34088171517526, 4.43399103597044, 4.46523655581079, 4.4635636656152, 4.39943120761859, 4.44216239572424, 4.40050969409349, 4.46594313609136, 4.56905417345164, 4.52245542735223, 4.477980056174, 4.52057344568521, 4.51478170779632, 4.56238835559671, 4.60256738015469, 4.60162811050374, 4.56010448315286, 4.62293685141771, 4.58923297254907, 4.63703460328371, 4.67617426101605, 4.57307240704573, 4.4771351622947, 4.43568085045505, 4.51702480341699, 4.49081257372526, 4.47817771134909, 4.45514668610041, 4.32304877026709, 4.38929277348922, 4.43225293268176, 4.44435364848439, 4.38043334319104, 4.44770108165277, 4.47982533660052, 4.51104516478436, 4.55129608925735, 4.55700939926519, 4.58994566154817, 4.59461598692708, 4.64943205059427, 4.68069047210397, 4.71389268115205, 4.74962706978465, 4.73288789225128, 4.76468577625133, 4.81774654002489, 4.83759873162181, 4.79082282686988, 4.76403074666981, 4.73192687370387, 4.77761677569002, 4.79808833575778, 4.77373708866586, 4.83140884198369, 4.84914545764176, 4.85947558298201, 4.85602336899134, 4.77359236711813, 4.91159425093416, 4.87853501961696, 4.87052297512808, 4.83698135003158, 4.87200761742212, 4.89743919917726, 4.87866064055648, 4.86379202366182, 4.77522902117113, 4.84298762416153, 4.81263724358372, 4.79563262809636, 4.82654495152905, 4.79813640771838, 4.77336821869936, 4.67947464994987, 4.66341416002208, 4.59534151389037, 4.63536542665177, 4.63005706178651, 4.63247865735344, 4.71580135107705, 4.58365965383661, 4.56997584329444, 4.56017687541926, 4.59933411483893, 4.55061429836298, 4.52932282226962, 4.49854421237733, 4.5141059177435, 4.51284394122041, 4.53589410919259, 4.50846594478677, 4.49374295217707, 4.4860421933282, 4.47413749220482, 4.41280436306885, 4.50003596169488, 4.56515675827939, 4.55826479066294, 4.56076680586985, 4.52482049098087, 4.5404365115418, 4.46858330154858, 4.49387262498129, 4.39328068332566, 4.34145320187441, 4.4391820082317, 4.43527979922224, 4.42236233604445, 4.41651480299122, 4.39053303088245, 4.43797122601228, 4.42609673955402, 4.46186025463116, 4.55309632491463, 4.63073539754774, 4.60734691874209, 4.60508828245931, 4.64501406801241, 4.6052029748646, 4.55622547734846, 4.57226428751434, 4.64202807064278, 4.62695320818014, 4.63511822277986, 4.55162957769671, 4.60419298288245, 4.57548767486781, 4.59758261880277, 4.54899724412369, 4.51726202255138, 4.62786606677316, 4.72535547428977, 4.68642610809144, 4.72422334781988, 4.68502253444581, 4.66470732735109, 4.70863249038148, 4.70172081970411, 4.7781700735836, 4.83337313055753, 4.75891706309718, 4.71983060550756, 4.6738290943143, 4.7134552407642, 4.67881121110104, 4.62994596657061, 4.61614179364871, 4.57435806030568, 4.53611586435434, 4.59629143699292, 4.54482450072742, 4.46009916234161, 4.51972762475405, 4.59661636206406, 4.66218300234037, 4.63724769446681, 4.6964042858916, 4.6823013607803, 4.69794953850097, 4.64488577854279, 4.68263945130821, 4.60927406804947, 4.55054874078656, 4.47936865482358, 4.54245191979867, 4.45441130052741, 4.47909747765151, 4.52557591961439, 4.59775153174159, 4.69668503934453, 4.62649109911136, 4.67795552207923, 4.60755759310255, 4.60487881213874, 4.65266261720024, 4.62474856509079, 4.63101988090149, 4.72177539805806, 4.72992723883, 4.69375392028885, 4.72280166683872, 4.6823160175137, 4.67405862915162, 4.71586674710248, 4.67417208487777, 4.74498904855489, 4.79835966565501, 4.79220473315992, 4.82941689117658, 4.89581667219778, 4.82631932879258, 4.85763906089218, 4.78906551328968, 4.76742871200121, 4.8424240150591, 4.87720649643357, 4.96621366057229, 4.99697615531293, 5.04444345648595, 4.91846324945504, 4.84911068142523, 4.86299568641672, 4.75153007724045, 4.7344641640482, 4.70326333156358, 4.72618366834577, 4.72758197942933, 4.77482897977456, 4.74184564121654, 4.74626708016262, 4.68353004275309, 4.71537794793183, 4.65485199126394, 4.69115317881007, 4.82449884849069, 4.82249972649196, 4.8514541601284, 4.91126159910573, 4.93600688198236, 5.0010465145134, 4.95333070839947, 4.86152137198752, 4.88895200195554, 4.88215296762639, 4.86018438081535, 4.86918305605683, 4.81574147141755, 4.75886896920612, 4.81374398962287, 4.8707331529351, 4.86042272082249, 4.92412382113602, 4.95876154388235, 4.97145051662518, 4.88291075151842, 4.93988421325283, 5.02228676370608, 5.03238953228685, 5.02750492222641, 5.03434613366447, 5.03926127732211, 4.96955194843827, 4.92975913140115, 4.99068705072505, 4.98649405236367, 4.97156485382705, 5.00500073660297, 5.06729852715325, 5.02623246883835, 5.029378863792, 4.99941651243273, 5.01314559038437, 5.0884875818122, 5.15012061885972, 5.1630158948972, 5.15706871288803, 5.12920990286358, 5.03095641042115, 4.9791172645906, 4.98885298584896, 4.9166603975012, 4.93946614903484, 4.96401966462539, 4.92456621204838, 4.9365765100984, 4.96740836563446, 4.90977854969727, 4.81269372444784, 4.84681877420856, 4.90705266832709, 5.00844248608048, 5.03116884393238, 4.95496899057103, 4.90019197750698, 4.87693928488541, 4.91775254822999, 4.9338390588636, 4.9246189699524, 4.8778870181285, 4.91414754389323, 4.95828016616347, 5.00723451210457, 4.93979241390899, 4.98395636627871, 4.92048561055509, 4.94151916188909, 5.00021835028915, 4.96743295859571, 5.01229826068589, 4.99190254371865, 5.0075905547671, 5.12045384066499, 5.11659769364194, 5.07812767474213, 5.05758040534476, 5.03729129782431, 5.07559658465932, 5.01612112281165, 4.98460283472403, 5.02511410302936, 5.03157616367202, 5.15525942111495, 5.16756348037184, 5.13364582525586, 5.08493228505233, 5.14803093695196, 5.10894727777715, 5.1165593405405, 5.08465778655332, 5.14383265677433, 5.17816307926808, 5.18309598841012, 5.25681363873647, 5.17897086276026, 5.17243680181727, 5.10673418570272, 5.1183924888263, 5.16210855846075, 5.18010606276171, 5.13720774908779, 5.12045336576392, 5.09276623408725, 5.07056228273104, 5.06024098460516, 5.09674838911374, 5.04560568252399, 5.02286951106824, 5.09385898807847, 5.13449283369152, 5.17597479440617, 5.24193321084565, 5.25577890594909, 5.30256116595871, 5.27575654142107, 5.21881231766196, 5.17125106524629, 5.13204333581732, 5.05343362568907, 5.10545069493098, 5.07098976311745, 4.98258286441524, 4.92842423279802, 4.87015900088671, 4.77450597380476, 4.79601700747953, 4.80758000953561, 4.71881595367854, 4.79929180720173, 4.76517890469686, 4.74038532291907, 4.71679186383877, 4.58808468019415, 4.60385683472072, 4.59374733974239, 4.57696957529825, 4.61210189747928, 4.62781864531734, 4.59548049047751, 4.57960634145481, 4.49985343506124, 4.64200322502248, 4.5889155909768, 4.55333946687876, 4.63522265844709, 4.65205164519002, 4.58548694047861, 4.61015455266952, 4.57836810736375, 4.5660989178883, 4.61146572224723, 4.56102508236213, 4.51663082996403, 4.51948953043124, 4.45484042586188, 4.45351185535048, 4.37567991596571, 4.33712758752838, 4.43497583135538, 4.46333804344171, 4.45569964734059, 4.39772164077427, 4.43745152959567, 4.38415835306525, 4.35849374957407, 4.30519825583297, 4.27303946646108, 4.31391016886587, 4.2824546018138, 4.35700792567152, 4.36870041586057, 4.368310445626, 4.30256460537546, 4.3193338942622, 4.31467552690691, 4.34700533759608, 4.298538750988, 4.38259831034721, 4.40046368097656, 4.35345372390512, 4.3564315252267, 4.36136385166387, 4.37758596345, 4.30685430408094, 4.34936839661247, 4.30232371298843, 4.27638577545098, 4.30261895780431, 4.28147923862453, 4.27278413739635, 4.23035529480459, 4.18870931084403, 4.21893668471911, 4.26770877819726, 4.20992066426686, 4.1742307139036, 4.14172038240172, 4.05670451260714, 4.04587410780925, 4.05785931837113, 4.05556399135608, 4.0394379669143, 4.07148630984773, 4.20845000274819, 4.09233073263491, 4.00453871192078, 4.01785057646778, 4.09196526044191, 4.01401027960827, 4.00880875627324, 4.07056100583635, 4.11482868440232, 4.12029319642617, 4.12221007842316, 4.1528854466486, 4.14211125228089, 4.22478738621701, 4.19691202848239, 4.16313238583366, 4.21053967950081, 4.23106227913942, 4.29625212220677, 4.19029993874472, 4.18322896398834, 4.16297443417807, 4.14433113956726, 4.19588126533716, 4.12568985118979, 4.13206786660514, 4.18907533313612, 4.22418266643226, 4.13309041437532, 4.10741253846198, 4.05850212886322, 4.01222576884918, 3.96886197005668, 4.00464604390468, 3.95244326441939, 3.9924235581616, 3.9938270276482, 3.93395896256142, 3.94633277253795, 4.0032631277568, 4.02121516840027, 4.06951752961805, 4.08842680026456, 4.09483429252881, 3.98759865761664, 4.03798576266024, 3.96012621797671, 3.89138351251809, 3.91558824218882, 3.93654912833851, 3.95300329173793, 4.0371409166469, 4.08492715765021, 4.05489804176393, 4.00032524912103, 4.07683565247367, 4.06341030144135, 4.06235624178221, 4.12331316390365, 4.1035496600572, 4.08237455347681, 4.04390821566744, 4.08158919822116, 4.03875323122678, 3.93109926548686, 3.87762696078641, 3.87173030545316, 3.82462860202118, 3.83867222880054, 3.8543233823771, 3.77379603158174, 3.76088405809153, 3.80606506816039, 3.82537922863764, 3.83068075055608, 3.74132991625, 3.74817329244726, 3.8176873724333, 3.88034273397248, 3.85698320768041, 3.90252647855248, 3.94666734339516, 4.0169957159066, 4.05787633174858, 3.98720945368913, 4.02517214125231, 3.92257270811327, 3.97863202464768, 4.04281497475847, 4.0550858130864, 3.9579556928938, 4.01134920022749, 4.05745221096314, 4.1222426313765, 4.1140877527057, 4.11153994123977, 4.17893237334173, 4.20818272427544, 4.15397685325907, 4.18554844569362, 4.20665907975575, 4.24129974130693, 4.26748758125447, 4.29350443253971, 4.33069146123828, 4.31605556485023, 4.38796230572246, 4.343086421949, 4.36916556461706, 4.26850218637641, 4.27228807688816, 4.27006136510647, 4.24431229259945, 4.16579352881722, 4.06850046227545, 4.0614312557572, 3.97181184373559, 3.96631329161789, 3.91580073913935, 3.96649263459907, 4.00464372467899, 3.97649825258897, 4.0240025965612, 4.12584784525043, 4.1621148004843, 4.18495536230275, 4.15231667762862, 4.10975259173678, 4.10460452065932, 4.1426550732062, 4.09674622498774, 4.0556652851506, 4.03063768547924, 3.99624625336451, 3.98951430522245, 3.93072488975365, 3.855216379955, 3.92783816742425, 3.95715877008186, 3.97464437317223, 3.89362757624584, 3.75369266775972, 3.8013027308811, 3.83569843725825, 3.86321110397499, 3.89948675974016, 3.9439738700078, 3.94652669246244, 3.86715510642535, 3.85970057360363, 3.9393729267119, 3.91022032496677, 3.85643501542761, 3.76181965577261, 3.777986754941, 3.81386422277705, 3.85848382426175, 3.88850517416127, 3.93876325997127, 4.00455847799242, 3.9813374526662, 3.94150194815248, 3.9807131348451, 4.07105495442246, 4.07582837462783, 4.12049501012997, 4.17005221147692, 4.14692284876496, 4.15418246566199, 4.17604482798171, 4.2110257051994, 4.18926374096815, 4.12831480679225, 4.16184058864638, 4.08648554517738, 4.06285341503449, 4.11349885203037, 4.08933783041156, 4.09927527978001, 4.05655158311557, 4.07086985553363, 4.10754983186349, 4.16486928262696, 4.19426669336583, 4.18811557501051, 4.14418797809054, 4.13064882279852, 4.16660789151216, 4.25344393344464, 4.26640896843173, 4.24037926459052, 4.18289652853705, 4.16608328233904, 4.24503674921836, 4.17203950884966, 4.12174353593701, 4.13741998611488, 3.98237921374821, 4.05164309472373, 4.0384803951632, 4.02674100934368, 4.05509036276897, 4.1927700084505, 4.14275071056505, 4.10924733333901, 4.13731273717439, 4.05853662221957, 4.05654944757308, 4.06779608685863, 4.08020603695358, 4.08290360510257, 4.11791489133989, 4.09904189189796, 4.11078706995741, 4.15800915612209, 4.18724586320812, 4.19799906335032, 4.2030154235366, 4.32373070894955, 4.31061614711378, 4.29861172379403, 4.31060506055394, 4.35920365329378, 4.35878093495282, 4.36078898181313, 4.3223654645586, 4.39199360726298, 4.37170663867602, 4.38740672800168, 4.44737450949911, 4.36495327912, 4.43267603939673, 4.46058061151481, 4.44794197071334, 4.47990742493488, 4.45108638577706, 4.45061497048374, 4.40978508343939, 4.43383754072192, 4.42063567279448, 4.4091245448619, 4.47930982336424, 4.55326499451432, 4.51832774626662, 4.56137332937002, 4.58587866498948, 4.62290220759047, 4.65435423406841, 4.62461275618443, 4.62471733389869, 4.59190691717196, 4.5766212815697, 4.55143802947418, 4.54390653145197, 4.58395355937137, 4.52461766695903, 4.54614948514584, 4.556986839868, 4.60505145714387, 4.52722324162841, 4.55446543795145, 4.570853879072, 4.54641341743179, 4.5526164780655, 4.53391957207671, 4.61740190948553, 4.63262282204231, 4.62613975949806, 4.62306947922594, 4.59286029394312, 4.60632340632443, 4.55789424965571, 4.56742712557714, 4.47412846252813, 4.45957136848759, 4.51483685732635, 4.49441941678967, 4.52790168228317, 4.63116614417721, 4.68249769865063, 4.71441429097169, 4.75341204273362, 4.68514506677693, 4.63916328769897, 4.74108798116281, 4.71474654069952, 4.77185054746891, 4.79612518871205, 4.73124662002414, 4.76786944198348, 4.74181865011404, 4.71951721894314, 4.69174692669235, 4.74242243719593, 4.78044798743555, 4.80622829121713, 4.84141690873757, 4.74788789284656, 4.7457567692611, 4.71674008121306, 4.67848028784049, 4.63719568264521, 4.61758907033987, 4.57686583281104, 4.52441739195242, 4.44951723521615, 4.54328948521553, 4.56688775679967, 4.57198361080765, 4.64140941590496, 4.59037796356929, 4.59197065598673, 4.64170178934907, 4.6193804628013, 4.55490398809736, 4.52588682435285, 4.48892576795104, 4.51181364143734, 4.55621423337461, 4.55721208999187, 4.53864551453403, 4.42559988936997, 4.41357809561365, 4.44746393995526, 4.39946120293469, 4.41241850372825, 4.42346730633012, 4.36308081157182, 4.43725127692831, 4.46391454432214, 4.5058015226211, 4.4814552089559, 4.5562864330256, 4.5273184244354, 4.53710392745348, 4.47234712930361, 4.43297432423554, 4.42656816596531, 4.4631696544841, 4.43865355976011, 4.40687666642447, 4.40586153402083, 4.31657451857317, 4.26288255510726, 4.18433737846346, 4.24063975296546, 4.23431074711435, 4.2369527950269, 4.231126389406, 4.16189708484131, 4.12284045098964, 4.15930736147211, 4.16806293562539, 4.21083959385145, 4.22758209489954, 4.22215560118882, 4.19966829433052, 4.29307723352817, 4.27720017568161, 4.26512533620247, 4.28178466279782, 4.29252343167933, 4.22090998788567, 4.21110597698438, 4.24005368050702, 4.17812793773938, 4.23749270816888, 4.18469329690536, 4.09061042120464, 4.02399468615501, 4.08446722280558, 4.13494979867297, 4.23867571568661, 4.23279335876155, 4.21029144058029, 4.26089332718736, 4.3098599520388, 4.22199291951293, 4.2137130469241, 4.20768265208841, 4.12152150506668, 4.10836573825955, 4.06271429961531, 4.07447064971984, 4.11581841565033, 4.07958398350276, 4.09159530374629, 4.07719259550617, 4.06376323635186, 4.14742708910847, 4.12477232756021, 4.13484396153712, 4.11264765189724, 4.13037246175474, 4.25111869893964, 4.20784518157725, 4.15668616909275, 4.13927495267978, 4.09677879665839, 4.08492870528651, 4.01116817626794, 4.01475378454936, 3.91738348601172, 3.87635318785188, 3.86433094772309, 3.80655263534525, 3.82115129181918, 3.76786892396646, 3.76308468748749, 3.77667012046781, 3.73449890122622, 3.69382056930793, 3.74395556646876, 3.71732853949817, 3.76981885375375, 3.72080591379503, 3.65134968170488, 3.68225996943995, 3.68512916380004, 3.68915039508693, 3.62382058490067, 3.69333988470947, 3.69448657933741, 3.69620368134076, 3.65523113904574, 3.53035638382913, 3.49107472295408, 3.46449632419034, 3.48199162054146, 3.454222481768, 3.51371112725985, 3.51040090445412, 3.53012619678247, 3.55584775169691, 3.5693916222867, 3.58058995175092, 3.63380961153376, 3.6485938291382, 3.62504582154999, 3.73950644959564, 3.79098875783614, 3.78015262986695, 3.80097123468884, 3.86418478107395, 3.85143093928685, 3.90735320272048, 3.94324191610445, 3.90506071621189, 3.8206573061678, 3.87419279178994, 4.01015491569182, 4.08555399758019, 4.09321629728684, 4.11363893490102, 4.25594689024692, 4.34700835882548, 4.37008700780081, 4.37941169348834, 4.43421522538436, 4.49781730461398, 4.50280870216051, 4.44180520250048, 4.42859020929402, 4.28073165942529, 4.25873911504553, 4.227871783541, 4.22869261223396, 4.13347102989622, 4.04960087711349, 4.09685422948662, 4.07790451736793, 4.10735419495604, 4.14825713820129, 4.24561673988681, 4.21451905138765, 4.2207702972876, 4.36674398735314, 4.38993306586072, 4.47086656405477, 4.52365584952472, 4.48352676146068, 4.51093516700745, 4.43462556362683, 4.52069742566093, 4.53234944038278, 4.50111793175279, 4.47825879946535, 4.57147891396468, 4.58774057162031, 4.69481653862705, 4.65579807344444, 4.70681093796546, 4.65250996616485, 4.63778592178098, 4.70586006057679, 4.74006518892944, 4.76047136618198, 4.83092404719743, 4.91498471678877, 4.93134561772731, 4.93559771127196, 4.92305282522972, 4.92798712114248, 4.90912454800212, 4.8393441605432, 4.82243426368899, 4.78837935454258, 4.78617170145986, 4.751680414134, 4.70059651706264, 4.67982604747213, 4.69929194457563, 4.67871794701214, 4.60750640113758, 4.64455941698798, 4.59583296144591, 4.48213287556898, 4.47557072752346, 4.46364806135168, 4.46329601017479, 4.30797178831619, 4.26865437226997, 4.12797076078516, 4.08018811454074, 4.10393778791967, 4.16224845548314, 4.1751354770501, 4.13509403550153, 4.15251978337653, 4.16226663754645, 4.17695095134396, 4.11060652873955, 4.07039194246382, 4.05829683310268, 4.07899401924173, 4.12279137136592, 4.00611574478648, 4.02518667363625, 4.00376222698236, 3.97460235744377, 3.94949841619533, 3.94679966196621, 3.93903991688573, 3.94075541270467, 4.01415611775289, 4.00746202252765, 4.01669477354066, 3.98269960531597, 4.03465465003638, 3.9970176834617, 3.99564341442281, 3.96132919817997, 4.00525263294396, 4.01834671036082, 4.12969856185487, 4.09869188700316, 4.15531163966259, 4.12437743912359, 4.08243960297209, 4.04831659953272, 4.004742305371, 3.97721558124455, 3.99773029117437, 3.94667640530276, 3.97392356221555, 3.93363644725674, 3.99065978956368, 3.97524891982874, 3.96416196721139, 4.04865307571293, 4.10470269880191, 4.14557403294308, 4.08098994513066, 4.14808839022755, 4.1859356904159, 4.12394234397236, 4.06191069333465, 4.13615595134857, 4.20500649648477, 4.22384656278596, 4.24205382206613, 4.322438650538, 4.24645426469538, 4.24665192097217, 4.23877808932555, 4.26116192447134, 4.23870211822452, 4.26590248273119, 4.26509895739427, 4.24359786142219, 4.33116706291548, 4.24920886121691, 4.24797252188861, 4.2003889151048, 4.17427459157745, 4.23159676096992, 4.30864677478178, 4.24731909610114, 4.27599406177145, 4.16776296435478, 4.02779093951315, 3.9796528817291, 3.98827561389884, 3.93212132843408, 3.92217773113137, 3.83225040239158, 3.90611327815257, 3.81376518170813, 3.77822991238081, 3.75596692689868, 3.70786252790061, 3.68551823411835, 3.65463760306715, 3.63984235187224, 3.55730694024849, 3.58445968799127, 3.51330683151291, 3.48413812602023, 3.53515675252335, 3.51546465765921, 3.51138802482541, 3.50107021682585, 3.49191308739063, 3.56326946310959, 3.66012631988059, 3.60610132027236, 3.6233749108556, 3.59456227800297, 3.57107073400301, 3.55062610050783, 3.48737583454937, 3.48620411684475, 3.510729949558, 3.53666984353107, 3.49162531705236, 3.52867355109327, 3.44898137910867, 3.37454320791122, 3.42336124624214, 3.45825366961212, 3.42118397477066, 3.39745302089489, 3.38997911369351, 3.33063442719565, 3.30172228833979, 3.27809848960367, 3.2328909005019, 3.20528951453669, 3.15800321100433, 3.13613680883064, 3.09981873802129, 3.14787247733437, 3.23370281396314, 3.19835981884927, 3.27868717781808, 3.27010795495449, 3.19020234907577, 3.15783628559631, 3.18737245492482, 3.16955487592477, 3.21390514880002, 3.20583236414522, 3.10556669018199, 3.02136047447184, 3.11462124723854, 3.16592019480006, 3.17939021848241, 3.13665117342406, 3.16702177774881, 3.08576964918923, 3.13689740219832, 3.15636040964057, 3.12692907039863, 3.1070693258804, 3.06039905534032, 3.08255457009089, 3.03744058319924, 2.96935713254508, 3.00050246555488, 2.99666220385941, 3.01372559591808, 2.94420442044062, 2.96607656455936, 3.00133583323045, 3.01193018766981, 2.95059947308686, 3.00763941310757, 2.98825994535553, 3.04363581902035, 3.12303849957523, 3.13431642810294, 3.13942127097256, 3.21650286870671, 3.17502008234714, 3.21453353053755, 3.2334042460874, 3.21855369320313, 3.13709734832816, 3.188611509564, 3.22632458930961, 3.21744153183085, 3.23888534645982, 3.19085207786201, 3.20564409847366, 3.18625934496256, 3.18669601102242, 3.18460201102114, 3.14135021007083, 3.1588677683279, 3.13594793997202, 3.17878429340241, 3.27764876196144, 3.2671996290318, 3.25104628005497, 3.23572485767752, 3.27125399698683, 3.25812826718051, 3.27288752698642, 3.22244731823418, 3.2479066881793, 3.24271998461963, 3.19449491684928, 3.16111827008983, 3.18766523043457, 3.13005275165689, 3.07605799535651, 3.10302776491265, 3.08121636287628, 2.98813219759825, 3.03331548770802, 3.01200043097838, 2.96185752992082, 3.03901752998868, 2.93922947259056, 2.89086454742766, 2.92299707938426, 2.80980133370239, 2.8600116513008, 2.85356494647221, 2.83697216805657, 2.83397381588041, 2.76841309670839, 2.73553071716098, 2.67672208878036, 2.67090627852695, 2.64506378744327, 2.63863244797538, 2.63445211854226, 2.59043342160374, 2.45536338852217, 2.49369296405361, 2.61396974687888, 2.63697572845137, -2.06769244337128, -2.09666130596296, -2.13971351584055, -2.0910795987173, -2.06012231015251, -1.99085002653203, -2.06521354503096, -2.03325391122651, -2.01451716759092, -1.99600777422129, -1.96441921930848, -2.03994953853898, -2.0112788979886, -2.02065279728916, -2.0126361220761, -2.03144233559223, -1.99526772421256, -1.94724752257329, -1.95753489034388, -1.94472682774959, -1.86279827222418, -1.96898313789857, -1.96459390591634, -1.8760642572209, -1.89602391887331, -1.93682824386254, -1.92641314878412, -1.96859428770074, -2.05082898641326, -2.07585551478148, -2.19182217476222, -2.23805110680305, -2.21953096915065, -2.18240302234632, -2.18255347130509, -2.18688563317721, -2.19143565416012, -2.1647598130428, -2.2415028078574, -2.2580501030628, -2.21551984764553, -2.24348186606644, -2.29865032470706, -2.29034480341981, -2.26799477809372, -2.25340277960243, -2.22224011445689, -2.27398049286722, -2.23042615425279, -2.19596300902886, -2.1820760203805, -2.15696641197692, -2.23042447036359, -2.13237743207514, -2.16393174148009, -2.1057989601609, -2.04460909162166, -2.11316634455987, -2.13639738350428, -2.13787853288303, -2.18336344839224, -2.16557778317046, -2.1719469122739, -2.1996517738903, -2.23786255016203, -2.19368948715987, -2.17668753591123, -2.23887951607938, -2.15570554918397, -2.09932268337372, -2.09992553108763, -2.00153351039133, -2.05873053152892, -2.1406919642613, -2.26605396783331, -2.29835176405477, -2.32717501997741, -2.28184894952302, -2.2187808179917, -2.21080309457247, -2.223038889769, -2.24905346439044, -2.20370627213234, -2.24055754307538, -2.24876076191578, -2.27630420123857, -2.30216915949225, -2.3052057921154, -2.29621875669315, -2.27728255210071, -2.31066183616684, -2.3824220140451, -2.29141743100895, -2.25916591115417, -2.21030134079553, -2.25662471717816, -2.31481944869559, -2.30434275500649, -2.35221700097073, -2.31757377787219, -2.28681099224946, -2.23131357124417, -2.23530501134031, -2.25471484090779, -2.32299528256167, -2.31722783305664, -2.20808867412171, -2.21595578388263, -2.2427998229032, -2.31619013019131, -2.32457419949435, -2.40973411583104, -2.37367545262062, -2.36780079485665, -2.22465155354182, -2.2097822906174, -2.16930172114745, -2.04063755790703, -2.08187482184959, -2.10626140560079, -2.16350111510125, -2.20201396943152, -2.2057584069001, -2.2528360981545, -2.25689874329077, -2.23118521573034, -2.16605917422477, -2.28334486065617, -2.34539936121647, -2.31876348277752, -2.19516749637345, -2.25345073390085, -2.30325409414462, -2.22603835364878, -2.29860242953326, -2.23450121874063, -2.29652042462464, -2.40887797498018, -2.4382386426672, -2.36660025046177, -2.36332194984323, -2.36639193949791, -2.34952030322004, -2.35668114145201, -2.24193639389822, -2.2069113153097, -2.19184214708869, -2.24637637713603, -2.26459075402839, -2.3314737459972, -2.36993165900379, -2.40643415598282, -2.45390913182135, -2.49294479883162, -2.5010606895621, -2.44975840344567, -2.37742926526886, -2.39381438239417, -2.31724806914357, -2.25944741682478, -2.18610935365757, -2.12403711238925, -2.11469438671285, -2.23520493978811, -2.21842200782447, -2.27242475169937, -2.27461010888613, -2.22200726479788, -2.2135223564826, -2.19851600362587, -2.14305313239073, -2.17904463511186, -2.08506500708367, -2.10595479223789, -2.12380006913072, -2.13309567950079, -2.08791071316005, -2.03754884524869, -2.05166426284018, -2.03001212659962, -1.98104258990177, -1.99213140276572, -1.99131646635304, -2.01229427957864, -1.98845066221277, -2.0151545536924, -1.94054416531396, -1.95102902951068, -1.95866184057336, -1.91248966088457, -1.80984344918452, -1.78958305159573, -1.68553254337794, -1.70587343296516, -1.68125318076211, -1.68259222206463, -1.571504031781, -1.58545982212886, -1.4501854299111, -1.42797537275632, -1.42564683856974, -1.44874467206673, -1.48426704415613, -1.48540466735055, -1.51193627535194, -1.48460185264749, -1.43086992282019, -1.43088328805357, -1.4207070675481, -1.39879392918129, -1.46400296497542, -1.44862225565749, -1.43852521801838, -1.39088874030397, -1.36428499326808, -1.39230178662569, -1.34202955348422, -1.35956993662474, -1.38108240390907, -1.44139396662797, -1.37166712989945, -1.34121150240442, -1.29202627062499, -1.28776498790885, -1.31425972405174, -1.1485786299048, -1.19939464772033, -1.25946586188397, -1.19558842517476, -1.20751109154238, -1.16625369647712, -1.23799389951779, -1.21855545174116, -1.30387240556132, -1.32427718111131, -1.36500847412168, -1.34802934211889, -1.35185813029465, -1.35889127997559, -1.38335506147181, -1.37210144148339, -1.32123241593597, -1.28045008419962, -1.28022640818632, -1.21800474919602, -1.24260929820246, -1.19769673911373, -1.16696214872101, -1.18698013606204, -1.18649612116312, -1.15504360003131, -1.09838313576243, -1.11098665159212, -1.10040311426804, -1.07515330246292, -1.05528485406159, -1.01623945316635, -1.03832096620552, -1.06440415497546, -1.01371207663323, -1.01091477034198, -1.08271589489837, -1.08526631155175, -0.990336737999121, -1.06881482552669, -1.18732260858488, -1.20535745894909, -1.20819985150186, -1.16950362467416, -1.2521392837782, -1.3187703097196, -1.31860955375127, -1.29059133216091, -1.24507621579042, -1.3236214740272, -1.3278277304776, -1.30855693748796, -1.35370964747439, -1.41392391985359, -1.36261442394164, -1.39956752308456, -1.31883959421597, -1.2488640701996, -1.25515339700578, -1.30620449499599, -1.41192694217862, -1.37178403799209, -1.38011010259285, -1.2800987775161, -1.18053466908912, -1.22882446471017, -1.22482656318042, -1.22818291016831, -1.10798204657179, -1.01902623859885, -1.02701070980623, -1.06635547970945, -1.00992979328621, -1.06821930030722, -1.02970553408807, -0.952179577465216, -0.933856155819946, -0.953557174076948, -0.948306748192286, -0.945750017815487, -0.936828880157008, -0.922758540721327, -0.879424956186784, -0.879779617882276, -0.856600212563991, -0.899370942845598, -0.81755087764996, -0.806452271593643, -0.716635652795053, -0.691572813826559, -0.659970144031763, -0.594314329760864, -0.596460600828531, -0.632586677267702, -0.610213448932569, -0.580767035329707, -0.562641585643424, -0.558846451848873, -0.589758209556185, -0.627211412214689, -0.697533567396948, -0.743266946801701, -0.764392708474477, -0.724460119015972, -0.68645144747428, -0.632401121803422, -0.640610566917984, -0.649581651346342, -0.727783158483959, -0.668529185152933, -0.61661742539175, -0.670496319714371, -0.671886284275706, -0.728280146117877, -0.661718330685481, -0.668474842240138, -0.725462392271478, -0.68943022208993, -0.695133458487641, -0.682636512790354, -0.749353326507751, -0.7355560599353, -0.741079276352761, -0.738555998478578, -0.779338293833553, -0.786203480755146, -0.80413196459891, -0.806654936787553, -0.786104333016892, -0.696965851104559, -0.652671295376487, -0.658437458112336, -0.724896788780234, -0.809262508162608, -0.790741738218369, -0.742751540357796, -0.603453489233613, -0.563217566600323, -0.546659217467106, -0.545506571189112, -0.552035607624459, -0.547856350919385, -0.567821001572185, -0.545811574148503, -0.626060004741672, -0.661603085019553, -0.676367306929597, -0.669787377875364, -0.623804711909724, -0.670969638811789, -0.639389435436738, -0.617184236502893, -0.559574502768025, -0.560917659812739, -0.501401064286801, -0.511492023159754, -0.477470825406396, -0.432127877875171, -0.475760095171033, -0.563960295988056, -0.579588895531009, -0.565458667165726, -0.574183443802667, -0.592792534262939, -0.685027350479273, -0.769858321633467, -0.842222866277059, -0.898378514725166, -0.964112744119229, -0.969706551093808, -0.961485434010007, -0.971499828561264, -0.910329174208069, -0.827984096551709, -0.815526195567446, -0.797270131477184, -0.668967625780686, -0.682011591223929, -0.744697252110793, -0.756319100437951, -0.703577775845052, -0.718953203139031, -0.60125523046865, -0.682312393016587, -0.686177880732227, -0.743193137974179, -0.762934436946023, -0.804947052027865, -0.764099904887523, -0.77352334811101, -0.853066066760618, -0.773973390401394, -0.788021509629124, -0.795473917678441, -0.831808933975286, -0.917037890751538, -0.939113277533572, -0.942309605461936, -0.968699886817945, -0.99592775871579, -1.07146128824202, -1.00852914651643, -1.00260002667467, -0.982525818176135, -0.900626425972979, -0.975928188420559, -1.06067517062281, -1.02689542354996, -0.948489418181441, -0.945030286581491, -0.891067377783371, -0.853717045551351, -0.855564889740329, -0.838121818776062, -0.90924845777008, -0.956342427279664, -0.962796860161418, -0.943972174210164, -0.950207512873009, -1.00623503658637, -1.02145778543759, -0.983182553405286, -0.975229379317356, -1.01520643372867, -1.08184435627272, -1.10294347677729, -1.03290775006808, -1.06393181422615, -1.04643592514981, -1.0250171745505, -1.02411993320369, -0.905130183258217, -0.897800190570546, -0.916278370192374, -0.876684457767482, -0.867668675790434, -0.861364701347551, -0.934637564397766, -0.947558915528014, -0.972700953113105, -0.92157633189432, -0.927213594899574, -0.851783161128579, -0.791068657678641, -0.78281120153874, -0.749179729612611, -0.710533585796929, -0.682519774967338, -0.647924865315366, -0.694169671692171, -0.703497291196417, -0.702603460675513, -0.687725540342241, -0.670657737674627, -0.669556063668449, -0.683328330675748, -0.738340991764579, -0.785464958292599, -0.818096878378552, -0.778890625194125, -0.761797528699821, -0.674288476208257, -0.569228447245983, -0.625288119646779, -0.63872308250702, -0.617702088780846, -0.519565886315123, -0.609107441834968, -0.548267383626198, -0.550324248976461, -0.564511113427002, -0.526968386844837, -0.424144965012017, -0.425171923403496, -0.476555847496865, -0.50243147057689, -0.453824077349119, -0.430819344392249, -0.44043914983356, -0.445367609156142, -0.462224591030183, -0.407247882181568, -0.370031222183747, -0.37497900463322, -0.420565952919899, -0.357942929456774, -0.351856778611872, -0.357352256620553, -0.346119966626185, -0.333303230678497, -0.295304683277648, -0.214945138855209, -0.335560046698756, -0.327575424463537, -0.341503349576067, -0.288892294712464, -0.284728885539552, -0.267245190142756, -0.265734714885397, -0.280498676311022, -0.125223382049162, -0.195314304663329, -0.24896842272609, -0.230429094648302, -0.250396202139827, -0.241588220851699, -0.303639265346888, -0.282249069256899, -0.286643898847576, -0.382722153680463, -0.39480334157894, -0.484950959178538, -0.492799830381461, -0.496477873920863, -0.578024291140681, -0.525403019153116, -0.517408795548389, -0.5268719499669, -0.479612254931433, -0.482281557465484, -0.533718244115128, -0.480222571902595, -0.453528654345888, -0.504897986521273, -0.47668702740311, -0.449834034357996, -0.447788716738773, -0.40966062116295, -0.291892982502806, -0.243499777000219, -0.129013592517202, -0.0480003063057719, -0.0730957160970422, -0.0659489044801402, -0.107110694113738, -0.0947905015503192, -0.103150468556313, -0.0812815156697999, -0.0946300687495285, -0.117017810541368, -0.136964454723076, -0.106602401391933, -0.156519300390551, -0.201155636988849, -0.263368755973352, -0.350805345495139, -0.309892127732769, -0.256847122141299, -0.249372071746133, -0.254260338080936, -0.218948155731805, -0.246579245899958, -0.208636443525409, -0.182343464444369, -0.27770944843307, -0.258151795540283, -0.288374814901113, -0.331106695102744, -0.292949015058559, -0.267900053121834, -0.210360254944865, -0.125049915194936, -0.0975716470095149, -0.152054754434942, -0.117059792022237, -0.116607017255522, -0.163394608196853, -0.167774974503885, -0.198774152792834, -0.245363065901293, -0.298722430313828, -0.30218719620591, -0.379547965463095, -0.479663768531921, -0.430044108273065, -0.433287766626621, -0.423588955697346, -0.332819574104459, -0.386856027017026, -0.285105884520187, -0.262079840189519, -0.263642544851227, -0.197616181330033, -0.206053301427221, -0.256611461649638, -0.300513188604242, -0.318596901241594, -0.398054750365353, -0.432960138245217, -0.415299429729229, -0.469308188282283, -0.440080158151162, -0.442620291219777, -0.467171022680157, -0.527234288497543, -0.541000135298547, -0.554959375527876, -0.499372636818837, -0.513793564142667, -0.472261531485167, -0.367449085240354, -0.419639779860604, -0.435352002140754, -0.396459175866743, -0.331535221875221, -0.322750664093191, -0.400834481601603, -0.421123121776975, -0.462108507691406, -0.476350537432011, -0.466824210968629, -0.48567837792034, -0.350468692544439, -0.343050165520008, -0.383971032092693, -0.387577325831824, -0.424911081311373, -0.373543239622828, -0.362915436937772, -0.422894767672178, -0.410448867010916, -0.422634027677325, -0.444223065302181, -0.412041171330033, -0.389060614820901, -0.35426874702648, -0.373125696345799, -0.348457582735961, -0.343289225197117, -0.470872609499404, -0.473484410151557, -0.496889238977239, -0.501135391635459, -0.490586488938245, -0.543249720747318, -0.592020987494631, -0.563494676451545, -0.587107896963085, -0.626155859983178, -0.618664042858398, -0.628269356077364, -0.646053067317702, -0.676852836769997, -0.664409347091837, -0.62741939274251, -0.602038015171041, -0.633752744151912, -0.718376299316943, -0.760403836233077, -0.819612644395783, -0.791937467952143, -0.754571697223829, -0.707391527791908, -0.706496204118286, -0.797020659898154, -0.662667329834899, -0.714266558278941, -0.713528586206349, -0.739501043927478, -0.769172607028206, -0.686896868430782, -0.608652657922943, -0.702720722710862, -0.770379619345774, -0.834817634114759, -0.837529407844454, -0.824342245741458, -0.797910252625645, -0.803570852551532, -0.774356841746355, -0.841988862976068, -0.944094814764053, -0.985933218848148, -1.04965439883688, -1.02609781210879, -1.12175229793546, -1.13823948092411, -1.18471955971939, -1.17799003440863, -1.17383712241287, -1.22389326108815, -1.21113085174731, -1.22175819571961, -1.17167134130293, -1.14572268340494, -1.16457937816709, -1.15241263141262, -1.16303542001484, -1.18726796335876, -1.32495646346856, -1.25599818389644, -1.26945244935839, -1.19828061127534, -1.11203345710631, -1.17551823604673, -1.14315777777314, -1.15950005847274, -1.08851478374249, -1.10109714217873, -1.0892485754131, -1.08728836622806, -1.05569539309474, -1.16848812930609, -1.16687658926156, -1.16236699070097, -1.08031015198948, -1.07134098915422, -1.08170400283008, -1.06678521393023, -1.07815270720992, -1.0792640302887, -1.09131185006622, -1.12899397124987, -1.09359254345479, -1.13944283581698, -1.18140639442906, -1.19935673951588, -1.1795392446022, -1.16734618359246, -1.1681153651173, -1.18407868208768, -1.20906290431451, -1.16797000955838, -1.1968941727674, -1.23442601172511, -1.26235828424474, -1.28749572320679, -1.30839769598453, -1.28281739389838, -1.2432724811975, -1.28474434464637, -1.32156558500851, -1.32744828317841, -1.31114432195275, -1.306916511637, -1.30228129770067, -1.3079421769257, -1.41977371097078, -1.36023765507467, -1.30644267765693, -1.3398699301341, -1.31281726094032, -1.23423021027501, -1.22473763110871, -1.20163776752338, -1.18233851890517, -1.22081495015574, -1.16907544290337, -1.21638735556102, -1.17412758620366, -1.13781778011345, -1.15897971531253, -1.07995721946641, -1.09363590494226, -1.06366441770735, -1.09939228219873, -1.10764933566857, -1.14139842952716, -1.14054920526451, -1.20279037617362, -1.23709382160837, -1.23560812728938, -1.30203459452042, -1.24660491909409, -1.20494823217564, -1.28122263489988, -1.27795295676439, -1.28650243767085, -1.40770600385555, -1.3948923855791, -1.44727912826554, -1.54071247033326, -1.55271973325327, -1.57221291502045, -1.63462706387933, -1.61943305267739, -1.62217773017324, -1.5932385980423, -1.56933522396573, -1.59499531201885, -1.66576246889511, -1.61356224815063, -1.66928728514301, -1.6977370314697, -1.74979660175417, -1.68201738927502, -1.75565542133419, -1.70320753156357, -1.63755675919322, -1.61704494920171, -1.59714941394999, -1.64261942202473, -1.66529654040462, -1.62698025155234, -1.63451791185522, -1.55058427923103, -1.4505552991696, -1.43441570155785, -1.45670134145773, -1.44396818321206, -1.407613111282, -1.33294638724836, -1.35577528083988, -1.36441907716782, -1.34745663658245, -1.33657752098279, -1.3704192739272, -1.36417146128384, -1.37833163917199, -1.31437560999244, -1.31696982798048, -1.38984646986674, -1.29257402932128, -1.36129961885997, -1.42418063067206, -1.40959750693094, -1.41999741032563, -1.46998931582743, -1.47090286250832, -1.48557422387595, -1.57080015328162, -1.55722422439842, -1.49221698040176, -1.45268524637476, -1.40722653820833, -1.37979354233738, -1.36950113071631, -1.37697720308945, -1.43978681066139, -1.48829507019932, -1.48356977317845, -1.57283555558921, -1.5719937172025, -1.59916326423858, -1.51392577321029, -1.45166510975786, -1.47287048744889, -1.45060135137631, -1.53145717742705, -1.59610491315092, -1.55825585307525, -1.55164360336378, -1.60007576874531, -1.5781428182569, -1.56158302447413, -1.56266128602549, -1.54049694504127, -1.58150742740528, -1.60833227924028, -1.64176103708977, -1.65825885127473, -1.63911539381032, -1.62637718997962, -1.74122894662869, -1.74282441391044, -1.72464154229652, -1.69551912399261, -1.5992927897084, -1.57970075921449, -1.67509888390133, -1.68087293892802, -1.76240615091751, -1.67266851722721, -1.57463342933309, -1.53587933944999, -1.58215414726484, -1.61538326726047, -1.55828375517959, -1.6150349575982, -1.59999590546176, -1.59265545099276, -1.52539665093004, -1.56599015839814, -1.59072566808165, -1.54802906162495, -1.59609604482753, -1.60464136868171, -1.59453346763068, -1.64282600862541, -1.7019905995268, -1.63494214324616, -1.64299116701891, -1.6474715861253, -1.55807815401171, -1.58818751893828, -1.52420202443517, -1.59963644128983, -1.59150210833166, -1.63697234645562, -1.70417712921901, -1.69141603543448, -1.63450301042887, -1.62003310595816, -1.65984837296486, -1.71249723039038, -1.79037201265814, -1.76778622601737, -1.78345745867656, -1.76560949430171, -1.68189558423741, -1.64246635378628, -1.76147122408305, -1.80444684577164, -1.78793487070793, -1.78664968853997, -1.7964473707676, -1.8682378327922, -1.80567390601665, -1.82528255381432, -1.82971329652512, -1.76823059526702, -1.84559695580416, -1.87726970003511, -1.88523052321229, -1.9451759618768, -2.01357243523873, -2.04171241285296, -2.07114211223852, -2.0739215629527, -2.091181898012, -2.08206652862933, -2.0094548294846, -1.92124672791095, -1.96531246509468, -2.00231695169205, -2.00499187897232, -1.92729551945579, -1.89615764050574, -1.89697231295948, -1.93884427251316, -1.85635932508628, -1.90183503902494, -1.92407002834937, -1.98542138281633, -1.98219430541225, -1.87817453091891, -1.81800929543604, -1.80710906393936, -1.80144387746171, -1.87171845129612, -1.86149595173947, -1.79717482753234, -1.77450139345091, -1.78684457527435, -1.74974920212065, -1.75523853238342, -1.75627006613893, -1.72913115986981, -1.78512510632528, -1.77461959985198, -1.84973185246379, -1.7202930771224, -1.71387316812318, -1.78353316288151, -1.84282583647105, -1.80595328448339, -1.90313262656434, -1.94896983703287, -1.97981921904272, -2.02392668628481, -1.97131139172291, -1.99905617336316, -2.04795850080973, -2.01298731064835, -1.94951275775204, -1.87201169660394, -1.85534168886977, -1.80831854003535, -1.75750075796852, -1.80489726596943, -1.83707119814994, -1.84886394340311, -1.84483240653523, -1.86948229130532, -1.81691912565993, -1.87152787740829, -1.9384049701508, -1.88294287176628, -1.84240779716608, -1.88620686438252, -1.87585214776411, -1.8906569441215, -1.84946794709634, -1.88100756070292, -1.93292332214751, -1.85049929532455, -1.82876768404545, -1.82206509361693, -1.74509938723556, -1.76747281108731, -1.73418385873534, -1.77533247918196, -1.79869814056211, -1.72819024873105, -1.76827718250627, -1.73958492183953, -1.78665522115326, -1.73818086357263, -1.71123944981694, -1.79858964291375, -1.88071025313403, -1.84188227099204, -1.88996187819943, -1.84158001934947, -1.9491154549466, -1.8207369401983, -1.8292130951056, -1.79274302109575, -1.85054426852615, -1.77938679957404, -1.75383330448519, -1.77475214305613, -1.93101210226757, -1.96912767771277, -1.98201877152076, -2.0285768971827, -2.00506172302638, -2.12360829567792, -2.11692492589679, -2.15467624606853, -2.15480020339181, -2.19485357099486, -2.17954413393884, -2.11302065350392, -2.06990904208942, -2.13492660262158, -2.12970041423182, -2.11527392961188, -2.10950608130299, -2.04267333583115, -2.07864700273895, -2.09792199234075, -2.11816085812946, -2.1086273632676, -2.14479832766136, -2.16563273195593, -2.06490001005231, -1.98462604668901, -1.95559562147206, -1.97289428860858, -1.98064188497831, -2.02720688401006, -2.06746711156183, -2.0094258828714, -1.96925548715946, -2.06694969705185, -2.04708883614148, -1.94093087650036, -1.9570955629616, -1.94925758947621, -1.92369323043347, -1.92786810194174, -1.96768126291783, -2.00628556388975, -1.98921209532165, -2.04355543704814, -1.98150408309958, -1.95365600191138, -1.9184547606442, -1.90709885198815, -1.8699667092994, -1.75039831375446, -1.73116068700988, -1.7510037352507, -1.77952744708917, -1.68612177083817, -1.69684956680469, -1.6803209049897, -1.71231345018028, -1.760469806493, -1.78902754970387, -1.7718857399064, -1.86708121803369, -1.90100794558398, -1.89110241496033, -1.93411288598176, -1.90298781144418, -1.90834642749154, -1.96103981905177, -1.92427396444244, -1.9141152941058, -1.90726666775613, -1.84059355625258, -1.91249318055302, -2.06095080412167, -1.96831531051744, -1.95277872975766, -1.9463389696579, -1.95521154696945, -1.91184991370314, -1.85691967967448, -1.93030564421791, -1.97476014621811, -1.88171585788506, -1.93751819298258, -1.96407476956247, -1.91513226443947, -1.94542343579738, -1.86358150944607, -1.88680716472733, -1.91819848625162, -1.88319652377699, -1.97311567664242, -1.97476078513237, -1.99692482433322, -1.94455307332194, -1.9981939875221, -2.02385975243687, -2.00570142765787, -2.00356796961587, -2.03490513117752, -2.10410174432355, -2.12977700515329, -2.08790481274177, -1.98465649922901, -1.97659003098081, -2.05559204145455, -2.12630917909309, -2.14445697395954, -2.14511189722596, -2.16616750262873, -2.16948722535148, -2.06015753556356, -2.11650546508956, -2.15993360085576, -2.11979332458181, -2.09883816793449, -2.08543472114292, -1.96398253000244, -1.98462575483055, -2.01592047902237, -1.94297535326003, -2.01657933479983, -2.04876176178014, -2.00725384774321, -2.00707375232812, -1.9769522549771, -1.94018568348652, -1.91482971693228, -1.88008683712591, -1.91342493992237, -1.92528977425958, -1.90255723043034, -1.86139356751547, -1.69767379423458, -1.66982155219745, -1.7035415231064, -1.69634952137744, -1.76155548401212, -1.72434493122429, -1.70697301117764, -1.6842484231628, -1.63025229560566, -1.61418628875689, -1.63630848273594, -1.58034071845221, -1.58775970739388, -1.65181397015536, -1.63787464633476, -1.67457615933313, -1.63487456303394, -1.55073052651328, -1.59808795219378, -1.62659872695442, -1.68043776486092, -1.7476277877247, -1.77974776679633, -1.88705895579535, -1.87533905268362, -1.85779859350756, -1.85747120130186, -1.83762896760578, -1.80538860515926, -1.8415337945848, -1.80826039590413, -1.78576299170654, -1.79455667973905, -1.74050861077543, -1.69334106673999, -1.74830003330261, -1.71564094691137, -1.84727567824955, -1.89343999644602, -1.94891803591538, -1.90366717978905, -1.84649733397426, -1.84803792756267, -1.89282577990887, -1.85139990740594, -1.85303906879342, -1.92806994392833, -1.87899918588031, -1.83249099558979, -1.81961933970381, -1.7555202676476, -1.67790249363715, -1.57510787437465, -1.52247094795734, -1.4454958628927, -1.46095250260022, -1.38463086197597, -1.43409469936103, -1.34364732836278, -1.36256243643519, -1.42570046084921, -1.47053125875736, -1.47710262399831, -1.56884684766635, -1.53283935048188, -1.47074998541264, -1.55250889367471, -1.46241936244432, -1.38521183163886, -1.40239618081248, -1.38001162183968, -1.4252812677732, -1.45057374120275, -1.43577333651405, -1.3883636836521, -1.4228088459273, -1.4349804297041, -1.40545948409629, -1.38993894494297, -1.39871193803133, -1.42526140410013, -1.46999610289844, -1.51825180446984, -1.48817108865722, -1.47175076621463, -1.51924925880852, -1.45024679616804, -1.58619699907367, -1.60692879885811, -1.59875416474933, -1.71107173069109, -1.64591184234536, -1.67302588244749, -1.61616444231171, -1.64058205375128, -1.71818417748234, -1.6843459858376, -1.69946698257734, -1.70352612236684, -1.71823727543436, -1.72488126721206, -1.75683471806179, -1.7801049578016, -1.79954581017262, -1.74886674436337, -1.81645137871252, -1.78084675601081, -1.78483557589587, -1.74627796108031, -1.74640940221696, -1.84487548211582, -1.92565438142935, -1.97480167249512, -1.9757253028282, -1.97291161236974, -1.99122288110051, -2.01040138642782, -1.99987433277258, -2.06440204099761, -2.09223947413055, -2.15221384323592, -2.0829422377794, -2.18605022232701, -2.28606003423975, -2.36922535943349, -2.37346626644523, -2.37489164803443, -2.39970078148747, -2.4282230733662, -2.39794275402849, -2.46324896172148, -2.46690284179434, -2.47394720020729, -2.50910256779914, -2.49855992731896, -2.45870971041081, -2.48428223262496, -2.52007819471845, -2.42314353171563, -2.43117825601637, -2.57048426653754, -2.5426008158633, -2.50097244034023, -2.50892165223192, -2.44043796916613, -2.4679373026007, -2.46260620796251, -2.51227389635359, -2.52669392909422, -2.5720384100784, -2.65537117562843, -2.6577038561813, -2.73990955476381, -2.74576505801091, -2.68845396133898, -2.71170083824258, -2.82124261312866, -2.83318463899375, -2.8484669043025, -2.88872836528394, -2.79632110250455, -2.8298702730802, -2.74946471705738, -2.77334031562367, -2.76945263923558, -2.77792327254796, -2.80570554631173, -2.84897931661386, -2.88908516599135, -2.9293531393483, -2.91506783396401, -2.93298600603028, -2.94401962013375, -2.94469978562902, -2.94741658225164, -3.00589537728274, -3.0125016437502, -3.04779748518323, -3.05335166814497, -3.09393289165975, -3.11135971760406, -3.12083454120097, -2.99725413361215, -3.08697678299305, -3.07988547567753, -3.08351477565397, -3.11309838560736, -3.149840132673, -3.14969845479549, -3.1305353299065, -3.1421503300488, -3.21097369489191, -3.17204351141161, -3.15149825116214, -3.18622548610459, -3.15265192439789, -3.14160026213698, -3.15958172906606, -3.14276082622917, -3.16209789416081, -3.22605940669062, -3.22956759331396, -3.115936255834, -3.10738166876767, -3.1311298894671, -3.10287251195182, -3.12917435004763, -3.19114684527131, -3.23643677718224, -3.18476220194623, -3.13147201215991, -3.15417781884879, -3.08404905389007, -3.11796535224681, -3.09127270565444, -3.21125432521695, -3.20372920050445, -3.11210017879784, -3.21213818757035, -3.25444114473984, -3.16486083225189, -3.16323825599276, -3.08873265806962, -3.06889128420775, -2.9700812903684, -2.97284446738188, -2.98183179520808, -3.0861788015191, -3.1427913155745, -3.1695334029816, -3.12204646915851, -3.13144000897314, -3.07001057236997, -2.97137252288518, -2.93830030333781, -2.92637818559549, -3.00083473229031, -2.95010412685082, -2.85895847789252, -2.87446257060451, -2.88726351069899, -2.84082888130278, -2.84727461398943, -2.92699575761079, -2.98272071717436, -2.92336639472024, -2.84660373991304, -2.86124676445222, -2.82179330651576, -2.89991914728137, -2.91457414468389, -2.9335788000452, -2.92186195352044, -2.94955754079192, -2.96755197884634, -2.96283986182576, -3.01156558070641, -3.06273755207196, -3.02072065671769, -3.07020909843993, -3.01612559258337, -3.09020869211391, -3.102111509664, -3.21016219971007, -3.2019568832478, -3.19025127027745, -3.15825245109355, -3.20767903847587, -3.3307203074435, -3.34799245128771, -3.42070871988029, -3.4350072047385, -3.38790473119314, -3.35550163790914, -3.30262399324611, -3.2819756255334, -3.27777383290936, -3.19515972066905, -3.18042389798568, -3.15291088737247, -3.1099726858032, -3.12877593686287, -3.15536326475397, -3.22257261066998, -3.22275323410248, -3.19086284691535, -3.21561674858605, -3.19510205229272, -3.19218523256673, -3.17203324945371, -3.20500393453935, -3.22260851863479, -3.24481691242408, -3.24572446240651, -3.22331401471811, -3.23965903443878, -3.32681199403205, -3.35657227331182, -3.41769685293555, -3.45488496006895, -3.44161914786449, -3.42782872484472, -3.35107998618898, -3.36344098146012, -3.39237253539242, -3.39236497290655, -3.43316643182089, -3.40306108687041, -3.38819475244581, -3.37688467883907, -3.32593518012761, -3.24769633385807, -3.26850643370639, -3.20952197566774, -3.19743157757504, -3.11723851336406, -3.03602326842508, -2.99238903711663, -2.90893907275176, -2.91290214856939, -2.97730674244238, -2.98501464275561, -3.05787088669971, -3.0457327494581, -3.05523877833658, -3.05431599296309, -3.10257641131644, -3.09192464627936, -3.0583606569095, -3.06810437691504, -3.06939030119701, -3.09530933276261, -3.10372091633031, -3.14501987802838, -3.19582454495491, -3.18940648723515, -3.24568848210566, -3.31068853847671, -3.29784473145624, -3.2695844770389, -3.22968521719877, -3.28705450269485, -3.20469136781608, -3.21458086214797, -3.1727129423273, -3.24939426458593, -3.21489661142599, -3.1953180731285, -3.17216702727386, -3.08250074950796, -3.05652920212155, -3.0204166489858, -3.01624927840609, -3.01018483708291, -2.99148542789643, -2.96465557644157, -3.00955449416929, -2.99297069679473, -3.01708261156159, -3.08373011008802, -3.08750426176254, -3.16118446328446, -3.18161113908624, -3.17037528666571, -3.22479162823426, -3.29025315505106, -3.21577177969652, -3.1994794113116, -3.21685055952459, -3.1537806283384, -3.19267550223384, -3.16652878171742, -3.18306709921622, -3.15476842542978, -3.12994433534877, -3.09151530811666, -3.07829383209438, -3.04608239973856, -3.09536704536891, -3.04086625397485, -3.1329465120698, -3.22931118269306, -3.2682340019671, -3.26516851902059, -3.25610365594392, -3.20352443839954, -3.15072984430401, -3.1789619156014, -3.14720280516333, -3.12246053560619, -3.06247406892081, -3.06160283574723, -3.03800406552602, -3.06074231033632, -3.05412177311545, -3.09087948653992, -3.18092708627364, -3.12436005866284, -3.09123695372897, -3.1062197783726, -3.1603510643805, -3.23372049902116, -3.25530539853709, -3.23120736982613, -3.1975994886926, -3.20002546726737, -3.2256157988186, -3.15130312568988, -3.15968213814706, -3.15539645233315, -3.18586682599106, -3.16762866097995, -3.1339062557435, -3.1062257137369, -3.08435838183211, -3.01813861297885, -2.99034883107459, -3.0295480186076, -3.06702753953939, -3.09881708116977, -3.12319740956018, -3.03229269318296, -3.06151860134111, -3.06078413015574, -3.03217857337259, -3.04801479683936, -2.98274105436079, -3.04830978458903, -2.98809926921151, -2.94707605320587, -2.83273404867944, -2.83923348793609, -2.82537156976644, -2.75055600963792, -2.82354080410016, -2.82942853367246, -2.83047029352371, -2.84902702388005, -2.80572726959831, -2.82203948737074, -2.85164809782692, -2.83097296343625, -2.83951703188742, -2.82269899885686, -2.90007773769297, -2.89357388231847, -2.83617629019744, -2.87749402337376, -2.98161296532698, -2.95260984891785, -3.04739017129971, -3.06036158683791, -2.98937509725567, -3.03344061183483, -3.09766494961269, -3.08788615266698, -3.07020448094165, -3.07953801715865, -3.06125159366373, -3.04729768158085, -2.97573475487138, -2.92487818039431, -2.87780158751556, -2.90925153408195, -2.98871345134988, -2.99584600841345, -3.05502526659108, -3.00143383684567, -3.02925730535971, -3.03950627134304, -2.94043083587818, -2.93635100236684, -2.99171314983312, -2.94135427876536, -3.03565953816712, -2.97471018565108, -2.88860849036733, -3.01726231056322, -3.04106874592191, -3.04425214371542, -3.04332067623749, -3.01801880549425, -3.01427087903659, -3.03081474310883, -3.03331569336266, -3.0045172382847, -3.03032247549535, -3.06977579173021, -3.0340974553255, -3.01106307230776, -3.05832700946585, -2.99255081168154, -3.03616739759834, -3.05081670908967, -3.03621617919348, -3.02763666379166, -3.08026614692786, -3.10696424836104, -3.03518405969595, -3.08350108341501, -3.10340092247819, -3.09346558906621, -3.09604154445398, -3.12471012224425, -3.16368778643651, -3.21716199590778, -3.23010774458526, -3.18106380506799, -3.09804524005513, -3.0452516216942, -3.08101886818807, -3.02475041073704, -3.01189528381017, -3.02201498527214, -3.08320904670109, -3.08845488894643, -3.10242645144106, -3.04986471390647, -3.01539105386328, -2.95698375437947, -2.98955868379592, -3.06375480017399, -3.10865851667998, -3.12593529503804, -3.15599367247607, -3.15788427211135, -3.04815614860848, -3.16440963485943, -3.16031097396269, -3.1486603540027, -3.14901906162702, -3.17460035542406, -3.20511523717339, -3.15086897066698, -3.14059847544611, -3.1078133821196, -3.16761479781961, -3.16232514330176, -3.24703229267362, -3.24150582475395, -3.26526176441905, -3.2091233574473, -3.19510283938669, -3.14027046888192, -3.06431899885671, -3.02840548995513, -3.00995586405508, -3.01879440319432, -3.0948889990243, -3.09275926191294, -3.07768674466713, -3.07879677929974, -3.17866650901867, -3.19810375281482, -3.19860056502221, -3.20982848687635, -3.20509941170619, -3.10508892751111, -3.21589360889668, -3.27055390909844, -3.22532455095137, -3.21053795397364, -3.2331222899831, -3.29407000059384, -3.28979373812128, -3.29848612944512, -3.37971126078055, -3.42336548138664, -3.40335813338623, -3.45549605678836, -3.43111578551396, -3.39790131923238, -3.40503354906647, -3.40266080484358, -3.39144276718056, -3.3651985144436, -3.439181860775, -3.49219233592546, -3.53698058614191, -3.48956092296828, -3.35293085740576, -3.31520768369112, -3.27580085567744, -3.38012110465611, -3.43768203158762, -3.46438443897148, -3.46317030528159, -3.48762744090647, -3.44394776487421, -3.4358841243285, -3.53516703962944, -3.54727100795659, -3.60082564924895, -3.60726696608548, -3.5415821418199, -3.5836884764514, -3.53023947591638, -3.57693276345037, -3.60902554449837, -3.59766010198227, -3.60154024299958, -3.47716732442713, -3.56186427621544, -3.55613335284688, -3.48201740619919, -3.48673161245846, -3.48710236352693, -3.44341104106099, -3.46197069462669, -3.44201348576636, -3.35481694396312, -3.33921365135297, -3.33384388936101, -3.39295994321027, -3.40770120570366, -3.44710011122864, -3.4842076323095, -3.46359648985523, -3.41586139857625, -3.47583686537657, -3.51614171050528, -3.61191648444424, -3.61855334999273, -3.55991260845235, -3.55945071450361, -3.54466174812393, -3.5819037414164, -3.65299376933548, -3.64615619143387, -3.71570718769804, -3.76957733522719, -3.75341301745353, -3.73745610490918, -3.734028363389, -3.69212694655875, -3.70252760693908, -3.69017671652445, -3.73354290632055, -3.79368796776573, -3.78640728243934, -3.8391024905774, -3.80348560782529, -3.89557878554011, -3.84916127996505, -3.87706412279301, -3.8145429263958, -3.84466625340583, -3.84648224425327, -3.90092616857794, -3.91568630942811, -3.81983646647904, -3.72082751998128, -3.77962188484363, -3.77815153013884, -3.74504984864736, -3.66134896368087, -3.65587303953223, -3.57904377508626, -3.54964685850713, -3.57801912014383, -3.5653170795042, -3.61962032401039, -3.61001517392443, -3.5964095687365, -3.5932074920037, -3.51643560903803, -3.55622931132903, -3.45478002252921, -3.41764323672504, -3.41222673545784, -3.46157329446488, -3.55565100530713, -3.61692079828349, -3.60940643419897, -3.63954095097098, -3.69870621633408, -3.62653807744986, -3.67474356037147, -3.71970814740901, -3.75466274030019, -3.70995786298145, -3.72834506826375, -3.66716590490509, -3.65130639259245, -3.59496761555159, -3.61568164514872, -3.67055406685357, -3.77357549328932, -3.80210434209305, -3.8794995069527, -3.86469287912549, -3.88674902590784, -3.90388704212037, -3.95998518134403, -3.97556577898757, -4.06341369045948, -4.00551240941903, -4.04765201519393, -4.08714532086392, -4.07936974942378, -4.09623610232815, -4.10732939890195, -4.04859060283378, -4.14063952406301, -4.14394507665205, -4.16997153239912, -4.1471896366327, -4.13241119734077, -4.2345870142431, -4.30722281716201, -4.32973489448739, -4.240516483506, -4.28462889717701, -4.28855798167451, -4.24587046426409, -4.108825533661, -3.99528212066257, -3.91899178539946, -3.91079494458775, -3.96103143150507, -3.97124227510724, -3.9186831699175, -3.85679687090724, -3.86598133610458, -3.90707519259384, -3.9330123466908, -3.98370489307834, -3.83735238490947, -3.79295032923555, -3.84382384453646, -3.89815191560178, -3.84150651127462, -3.86136047063032, -3.85189990849164, -3.9454136702633, -3.96186529864173, -3.91891645134232, -3.85275486419681, -3.85240945384807, -3.94293563169411, -3.94669744222849, -3.93393360202583, -3.96747944042991, -4.00479642421681, -4.04091289432908, -3.94399388909199, -3.86728647061722, -3.88347704760053, -3.98726100620953, -4.0293886228104, -4.06114831042888, -4.11331259502566, -4.07480632201482, -4.09298646616826, -4.07061827418835, -4.07361467625477, -4.15505708139977, -4.13864079458507, -4.14721387904532, -4.19590423375741, -4.23935235905567, -4.23482492506156, -4.34477367591416, -4.41102578609605, -4.41653068537836, -4.4436886208755, -4.47692755469872, -4.4286849646281, -4.43210578050439, -4.407203772593, -4.48949004414788, -4.44586542072489, -4.4592681177528, -4.4847277031796, -4.50954569251816, -4.47818257306617, -4.56013698701892, -4.6766082307617, -4.76477241711779, -4.70584736955385, -4.69374978079127, -4.64507760978182, -4.62235358472385, -4.50662259521005, -4.46977290120857, -4.46930752745508, -4.47212208659722, -4.46682873852149, -4.39807896141142, -4.30848924850584, -4.23108943826829, -4.23025818222729, -4.32101501675341, -4.39840820194599, -4.44878724213973, -4.46211004800017, -4.50341986769032, -4.56651372534887, -4.57659760065909, -4.62633519066295, -4.64676045585144, -4.52608735111059, -4.59797175823255, -4.65404565946444, -4.55843235048382, -4.58371927082618, -4.61363165087718, -4.62978001188498, -4.72426846578159, -4.61647361214383, -4.64680035809972, -4.64563087895677, -4.66987900651695, -4.62869821787727, -4.62982183521735, -4.56496040550198, -4.41908841368925, -4.47480258643673, -4.4725548089261, -4.49712979215078, -4.50232734725846, -4.51263688848075, -4.42748065487352, -4.3338793090561, -4.29816288070781, -4.28003069758652, -4.31909906033896, -4.2906945388367, -4.30246777738471, -4.34452061858027, -4.39605513788497, -4.36022153106198, -4.37439660457833, -4.43116978938088, -4.46281061988748, -4.39525255760756, -4.49364488183429, -4.45913851592734, -4.40026824378495, -4.34226259250276, -4.31048383546128, -4.39029143466712, -4.39844647884929, -4.47060848948219, -4.50217087465977, -4.49425195745284, -4.47640387252481, -4.41737110411488, -4.41262010950758, -4.41538860298579, -4.42312225730644, -4.42535555616392, -4.47690283401551, -4.58725786935737, -4.66463659019382, -4.62113237735092, -4.52685955578565, -4.55854135279218, -4.58121472453388, -4.59284916901801, -4.55712475839594, -4.60556311395834, -4.6457129904355, -4.66248282391964, -4.62775204312019, -4.56188756281648, -4.56250511199804, -4.53809047136215, -4.59997333426902, -4.63824578350068, -4.71057896543037, -4.76821861510543, -4.84153518179848, -4.79140276450381, -4.81481718163842, -4.79643902139837, -4.77488494842297, -4.83948208318341, -4.82634719695851, -4.76757533939753, -4.77791027815319, -4.78200464336976, -4.78398834537341, -4.80301335335479, -4.81409809804896, -4.79659891315073, -4.7850561130087, -4.81960443666655, -4.84176497837872, -4.69788898646818, -4.79105772200199, -4.74339754606717, -4.68786142230788, -4.76953082315473, -4.78929194784979, -4.85279940547823, -4.9033601547592, -4.88870743936618, -4.85783594599626, -4.87577800340321, -4.87558182430406, -4.88044709606319, -4.86022890430695, -4.9705179054953, -4.86666934643671, -4.88236398797369, -4.90206285417537, -4.80494019534847, -4.83735487696423, -4.81617197808543, -4.82974177211134, -4.83554107536727, -4.8761738591597, -4.84402302234287, -4.76831226200376, -4.74204657677094, -4.79593149462355, -4.85200574290346, -4.80171714088399, -4.81478010308859, -4.81120109515009, -4.81019683591555, -4.81221208032316, -4.7977596197227, -4.74526146271802, -4.82344662564657, -4.87803005761924, -4.88284187069775, -4.90242072480461, -4.80807434463732, -4.8322815546614, -4.87130532254979, -4.91444740956829, -4.97322623993928, -4.91106956596426, -4.90820732332407, -4.87447751791315, -4.91210232519917, -4.92302525059878, -4.90578279248991, -4.87718980167914, -4.86255249363229, -4.87183016211745, -4.86696564800191, -4.8918728529075, -4.85514962322986, -4.80403804302828, -4.90617124884091, -5.05840558093625, -5.04736723549637, -4.96544041599199, -4.96102362505131, -4.93441909303442, -4.91045801071201, -4.95609220633617, -4.94154748376596, -4.89647708354095, -4.94019171153891, -4.84261656048627, -4.83427064093174, -4.8764195495565, -4.85628685596974, -4.79807645135866, -4.79952067139538, -4.79491716051865, -4.79980204153972, -4.7839819430015, -4.82455500803801, -4.83320620402587, -4.87000127633895, -4.86981041238438, -4.92990918109137, -4.93423047166665, -4.88360953279652, -4.86230892910058, -4.86957760872769, -4.73728955125816, -4.72220115661459, -4.81808711058772, -4.79102773206075, -4.72805334631574, -4.65766788804926, -4.63303421076107, -4.58581299239937, -4.54620727198277, -4.48153272628214, -4.57297356800582, -4.61365126353221, -4.65217447254034, -4.66714110725125, -4.67820939319708, -4.69836482903015, -4.69749628319522, -4.73572679411688, -4.63585772963234, -4.62043529572288, -4.63085361334645, -4.6583164353236, -4.65013034312165, -4.6666300056698, -4.66138075951044, -4.6520940011628, -4.67493807640619, -4.61442698604126, -4.49603101021696, -4.56504105688075, -4.54323181405761, -4.56922729693375, -4.52417266173644, -4.55758531458632, -4.54067046119835, -4.58190777254207, -4.5967262592416, -4.68055404678303, -4.69736276285916, -4.59346142060327, -4.57751368826829, -4.60089716890246, -4.47359043641077, -4.42674899541552, -4.42926341495515, -4.4778976178331, -4.54840015846484, -4.51680333075157, -4.53502116066085, -4.42057614535472, -4.4200973577773, -4.43038453034175, -4.45796812641289, -4.51922896826067, -4.51807914505943, -4.61136937493278, -4.62683018858631, -4.70558462505091, -4.73871772111287, -4.65642093587374, -4.66172494802109, -4.70990188928559, -4.78099270337073, -4.84021527949655, -4.79671767334235, -4.69851140304949, -4.71003279219871, -4.72119781388703, -4.74451900258579, -4.64586781597036, -4.73535218949182, -4.69212795466322, -4.75096460480651, -4.69525831695493, -4.66483127089753, -4.63076288929063, -4.68770730738746, -4.72407399159948, -4.84214383081088, -4.88414496964233, -4.94795605226346, -4.95655871042408, -4.96616102909739, -5.00495594273059, -5.0365367524243, -5.12412240735745, -5.08704627486071, -5.07298136499473, -5.04318930102783, -4.99481094536633, -5.00980794059184, -4.91740940841125, -4.96322064749307, -4.95830195876089, -4.90177992475319, -4.87652362579594, -4.9145416755596, -4.95765968774577, -4.90432999319347, -4.92316751506894, -4.95018023155069, -4.99472920173906, -4.97799126077989, -4.90177195490272, -4.82687725093452, -4.77363508825681, -4.85136623767513, -4.77911834309697, -4.73783420067394, -4.65415293480815, -4.70779625070359, -4.762350855166, -4.7739435080976, -4.78958986134942, -4.76034159710275, -4.77560652928177, -4.78571720394678, -4.83916068886185, -4.80465319353731, -4.73362323235813, -4.74134290532584, -4.75873814747183, -4.73202520257131, -4.76233823708758, -4.77741641328105, -4.83597011311339, -4.86010562186372, -4.78106836571393, -4.80309837486031, -4.75999302870955, -4.83345244561278, -4.77504530886644, -4.80960183617273, -4.9063070768803, -4.91007230778735, -4.96154953944301, -4.95275360725202, -4.95461168267833, -4.8330367390731, -4.80445617284093, -4.74041642802392, -4.67582401024258, -4.67056286094259, -4.67404200954017, -4.75814577911148, -4.72571885805224, -4.67469734363263, -4.7179344398946, -4.76978751200331, -4.72366975019785, -4.6828540949063, -4.71141915146253, -4.74639190309104, -4.77076180872849, -4.69753306820061, -4.6959927477508, -4.6707439587347, -4.65956199910528, -4.58114713677008, -4.66478751853276, -4.64449976140404, -4.63510226106009, -4.587962397639, -4.57016499570287, -4.63204853882029, -4.68568271466652, -4.706606342879, -4.72900414650274, -4.6793938706701, -4.62966549996697, -4.64661142058708, -4.69235607138185, -4.62125591280908, -4.53956820245532, -4.53680022487227, -4.56923422060208, -4.60195431166798, -4.58366698544314, -4.55689382704734, -4.42306073470365, -4.4158606984171, -4.39035591508249, -4.45060735387167, -4.42908525195864, -4.43531908050891, -4.3665984356307, -4.3864390043156, -4.46422915656992, -4.48159348847995, -4.52500653297349, -4.49654767619583, -4.49167458702764, -4.48192103973483, -4.41035908359641, -4.37561021238624, -4.40382709503648, -4.40630622233785, -4.41965101595193, -4.34572261605306, -4.26894234519454, -4.3185877602817, -4.38854059852599, -4.31509752621734, -4.32104724311081, -4.40339394830697, -4.39071176187685, -4.43448612094829, -4.47356228165638, -4.46550283939267, -4.54005245213764, -4.52265308557089, -4.56461603331182, -4.54514508983366, -4.47231462886084, -4.4984491191331, -4.44570422524567, -4.4919861722077, -4.53830319950969, -4.5373267053761, -4.55613972054589, -4.61955845765743, -4.66496539481277, -4.57975100307987, -4.6013797091257, -4.70387724628401, -4.68575329217279, -4.7300533141565, -4.80935417673427, -4.81132629598964, -4.92130989212381, -5.042392461322, -5.10660006391694, -5.04868728611924, -5.09835920890941, -5.11346372973212, -5.1064587811419, -5.14440353944647, -5.13749770965857, -5.23275867018026, -5.22813441244481, -5.25680049963667, -5.22517383795326, -5.25832397306252, -5.26814383153483, -5.22426680647891, -5.28468058050009, -5.31268318611138, -5.34102808060763, -5.42765830409607, -5.39067639448954, -5.46773785466222, -5.41491325270203, -5.47957921346865, -5.38018306375539, -5.33291458397604, -5.30495239545114, -5.26743887134717, -5.20917808233076, -5.23591969836882, -5.29446167245881, -5.33511716425115, -5.50602095803803, -5.55098006616678, -5.57828609244891, -5.59048731799228, -5.57926951324161, -5.59587944207811, -5.63598570830674, -5.61769971138685, -5.56248402104899, -5.50334560412581, -5.48070291495231, -5.41468502157306, -5.44086289624329, -5.38840157396696, -5.40591611822876, -5.41242480900577, -5.43702471463923, -5.49100103859277, -5.48811493352204, -5.44224300113147, -5.48063988928356, -5.436654400449, -5.46653333597489, -5.52539026417658, -5.53203625390476, -5.58570058951357, -5.60492506287027, -5.68296556872626, -5.72616303071368, -5.68999428575214, -5.69535798491303, -5.70666105024421, -5.68445039553086, -5.64914810274737, -5.62347894624371, -5.71633251978075, -5.69188320221728, -5.7095239916221, -5.66884250597836, -5.67307146002817, -5.69563633627496, -5.70933960640224, -5.59042269189385, -5.56784061882485, -5.47559030892108, -5.5064549609889, -5.57835307934254, -5.61668262449061, -5.61505508678689, -5.62288799573441, -5.57973076877109, -5.62524725091827, -5.65094070734004, -5.6946751117135, -5.62387029825792, -5.63251861297024, -5.6702023045221, -5.6092814967048, -5.61931083687469, -5.54822627737247, -5.6104412109511, -5.53726956050043, -5.5351343801664, -5.57366098251753, -5.64033459731876, -5.51288477274317, -5.561142412273, -5.59581802965584, -5.63346993230448, -5.58375074056712, -5.56809479604905, -5.60750732248691, -5.61192977797688, -5.55146650295576, -5.56703930998706, -5.5235460262073, -5.56531154932058, -5.52807983473263, -5.51209494261534, -5.44625034834976, -5.37299987415586, -5.38236747424533, -5.39893115323256, -5.35196195835393, -5.31169776683923, -5.36766411778601, -5.33571284552831, -5.35217270987066, -5.39663849751163, -5.35228958490939, -5.4801613067098, -5.50766587668242, -5.48045749731003, -5.4297945948988]\n",
+ "f1_tr=[-2.033940380944, -2.00522474412662, -2.04045047044107, -2.06714967330257, -2.02843044297169, -2.05221151273863, -2.05343288168297, -2.00248247686875, -2.06276149664868, -1.98299680327508, -1.88089903027543, -1.85017496777326, -1.82907840906642, -1.85389949245108, -1.82935142180978, -1.85445053028995, -1.84004203937737, -1.87437333978943, -1.8349531504879, -1.80038470843972, -1.73823475803715, -1.6391242724157, -1.67144636414665, -1.62313689953529, -1.69450027189005, -1.71737445982245, -1.67010112559202, -1.70702058311048, -1.68973854811658, -1.73476078281135, -1.7532783180171, -1.7553181643396, -1.7859341026599, -1.88322670715072, -1.87107189067434, -1.84732688590412, -1.84049115720106, -1.86492854348548, -1.81991836062245, -1.76604157761938, -1.88472512042188, -1.82849637854542, -1.9174737659031, -1.93470128402487, -1.99015993971283, -2.02166522885899, -1.95582104042278, -1.92909537100857, -1.90440046672148, -2.00830008828872, -1.99848382115164, -1.96704366345795, -1.92399630628827, -1.97265867381203, -1.92578152121049, -1.99554181012526, -1.90860465918144, -1.94853637369362, -1.91028515435515, -1.89438958709838, -1.94756961297902, -1.89035668017559, -1.88868783804422, -1.84776744930183, -1.83685784501072, -1.79343298239022, -1.79234895634532, -1.73658752386067, -1.75419656710623, -1.72783215119379, -1.70890357508159, -1.66671058622667, -1.69776271097451, -1.68887813608112, -1.71788639003771, -1.67245449875104, -1.70428881772479, -1.61767688290596, -1.578158302804, -1.57884370174669, -1.5185338779864, -1.52276342499331, -1.49460031091151, -1.46819059091076, -1.44703866929024, -1.4768768807757, -1.53941909465576, -1.62349913014445, -1.64631394809451, -1.61217428848439, -1.62412616265953, -1.68429370933293, -1.57646982923542, -1.54136935808299, -1.44403845306971, -1.38338663538365, -1.41395559130187, -1.43455165146421, -1.5065857003777, -1.46956202772221, -1.38837906511085, -1.43440330901448, -1.49451319135543, -1.45037928793721, -1.52620323971725, -1.43012266182882, -1.40151587293851, -1.48726062563044, -1.46951468084381, -1.46425558755326, -1.5876762642125, -1.5897691657287, -1.61913220412205, -1.66349705375991, -1.65156121277238, -1.60901669765769, -1.52266625599698, -1.65429163830175, -1.61711107191126, -1.66472862747802, -1.606912119209, -1.5896190355011, -1.51737117689808, -1.59150924218591, -1.56677767730447, -1.55201971040274, -1.49962659810677, -1.51118502353852, -1.45398418124208, -1.47623222501588, -1.49769409521053, -1.49642513013774, -1.54988773875686, -1.57271632079857, -1.51721612937445, -1.43462469415916, -1.37891196017775, -1.40015521893718, -1.3842312246602, -1.37930674221296, -1.44225811585975, -1.42938770530271, -1.4706023716863, -1.52363358263366, -1.48735830956536, -1.52275490392068, -1.52995734144616, -1.57864312029023, -1.57584589899758, -1.55122857134005, -1.52610130860671, -1.57986420746818, -1.51696209496685, -1.44231350931463, -1.42366798799409, -1.41579401059987, -1.41192686543382, -1.39904956813683, -1.3802283887007, -1.37338720775329, -1.34069604920755, -1.35748447632643, -1.30101722990132, -1.30290137048985, -1.39068607131666, -1.39567208978583, -1.37332106715314, -1.31181948351145, -1.3088089618807, -1.40581242196425, -1.40557083366798, -1.46553142976635, -1.51433671494884, -1.56561806751059, -1.60557941373622, -1.54872295920838, -1.59029940418558, -1.61225254288322, -1.60304386981321, -1.55852488853425, -1.591860139038, -1.6331713322315, -1.65910211834219, -1.71768805330386, -1.67168638583037, -1.78078429253532, -1.80716889640306, -1.87922589750776, -1.97706513671725, -1.97563222686328, -1.89872044379714, -1.81698842605715, -1.84512723647479, -1.8799750219007, -1.90688633707428, -1.87138082548509, -1.99946567363409, -1.98708064991298, -2.00735766896335, -2.04455459380591, -2.14486059537192, -2.15515191626106, -2.23760475488386, -2.23837014854347, -2.28311523241914, -2.28079924620997, -2.25774904224078, -2.28293598060067, -2.33405590341147, -2.36464301486299, -2.39801269002371, -2.47267648147649, -2.5117073921718, -2.52137764891466, -2.53241931440462, -2.51594222741026, -2.45134844125408, -2.43466488967089, -2.36087554093379, -2.3932718391698, -2.32573841866979, -2.29606797327891, -2.35565341754061, -2.33554486691635, -2.39742950894482, -2.35006797516023, -2.37705528241161, -2.38886079176344, -2.42283761621061, -2.46544653082882, -2.38033954536898, -2.33074931922384, -2.29698866537247, -2.29330766742227, -2.25649097669468, -2.22340533784889, -2.14322930792982, -2.1007273190192, -2.11103676934208, -2.12178141650507, -2.14518504472188, -2.16337197276267, -2.17520616973744, -2.11406213225753, -2.23048011389244, -2.26557240531295, -2.27221644128129, -2.33637936146895, -2.25542433096367, -2.26712174601426, -2.32296765257494, -2.36754834191548, -2.3239285837898, -2.2304781167646, -2.23669154195521, -2.2313401015864, -2.27876685458915, -2.21293461905269, -2.17680177273539, -2.29326444587827, -2.32552607316915, -2.33723194788622, -2.39263998155525, -2.40630119033536, -2.46297324804857, -2.44500785036204, -2.42822561216878, -2.38767639451181, -2.36685358771513, -2.28714788577244, -2.30645477963685, -2.41411994800867, -2.41283698735467, -2.3803445451034, -2.40040632507904, -2.33036250119739, -2.27562406726309, -2.24874940231703, -2.2452606644283, -2.27283569608799, -2.28168286447708, -2.25822397209359, -2.2098341326812, -2.22463986552192, -2.2610525284431, -2.1372722353498, -2.11134437683231, -2.15652453709918, -2.10997558428202, -2.10689125938713, -2.06555179696105, -2.06296194933301, -2.06588340189527, -2.06135282085965, -2.04071378100703, -2.07121806758422, -2.10398622909788, -2.11322518940485, -2.10466011782299, -2.12052894058646, -2.10467971246357, -2.15976648309367, -2.23131440573704, -2.13671387411163, -2.11682001845862, -2.13667142512835, -2.15066931755286, -2.11141339100069, -2.12192943171215, -2.11232368351832, -2.12555996482324, -2.15062951772008, -2.12052002704407, -2.11344529912656, -2.04835466577804, -2.10462450866178, -2.11138987896425, -2.12183932640524, -2.17558244310092, -2.12568950678801, -2.13105949424172, -2.20033739376329, -2.229944425133, -2.28521110316531, -2.23325667753458, -2.10611145469148, -2.1397972456483, -2.14440874605339, -2.13042199433886, -1.99497402338852, -2.1114241965723, -2.13712198335712, -2.19726172121851, -2.20864296153035, -2.22243792240965, -2.2589283627109, -2.16722057683472, -2.15436730998147, -2.03468804127207, -1.99350720996116, -2.05677281747396, -2.09444737822737, -2.08079545726922, -2.10969040432347, -2.09197591986959, -2.05534728777168, -2.03429117393913, -2.04102181564767, -2.0731987623408, -2.13766479679901, -2.12062005186909, -2.07450326816445, -2.07848673865171, -2.04080585601548, -1.92942937183928, -1.8327383077414, -1.8574835815802, -1.83014798951045, -1.86525852139776, -1.83076785020268, -1.83368600720651, -1.81980662830318, -1.86275735902364, -1.80248846323201, -1.80669746155585, -1.82899345945361, -1.83282452808436, -1.82900460908457, -1.74716140849988, -1.80269760791657, -1.67974804774202, -1.71841366706517, -1.70968149831716, -1.81258856655463, -1.84531159307111, -1.80872292486468, -1.78346127193573, -1.7629326608481, -1.78627092602473, -1.87844954932762, -1.93209078068059, -1.9435822189468, -1.91250036019726, -1.87062808612778, -1.88577248858547, -1.89335011530609, -1.90149269143228, -1.89860041478449, -1.82174317050519, -1.8580787969097, -1.86831693288732, -1.86438061826517, -1.93129391292443, -1.97734537468457, -1.96733227725412, -1.94597882086716, -1.88897431039815, -1.91225960822007, -1.83956457715835, -1.88279238802433, -1.96260654199944, -2.05990721427704, -2.00470470053002, -1.98946109496474, -1.99598218946217, -2.01066285881276, -1.93135008604243, -1.87129281083946, -1.92147979639943, -1.99103064554024, -1.93676585149374, -1.90873526119288, -1.93428431044736, -1.91446171216881, -2.01562326736438, -2.04888034101105, -2.02712998073474, -2.03077556268594, -2.09486994489171, -2.04410663835786, -1.98595367139776, -2.03295566332061, -2.04222899477676, -2.00569829780375, -1.96251205566781, -1.98894943639956, -2.03287642837796, -2.01562265803569, -2.11142356893718, -2.15892744840459, -2.12024809205172, -2.20543801232744, -2.26547686866657, -2.27751612184729, -2.29261979690415, -2.38032203478851, -2.35485309269397, -2.40592590954815, -2.41382885641832, -2.42365746676836, -2.3888260297268, -2.39212510271248, -2.3988425019899, -2.31610545978979, -2.29751071568877, -2.26633369255827, -2.24258876121673, -2.21400702988447, -2.14722020653257, -2.1500754145809, -2.13793321725978, -2.03945151061906, -2.06595342629054, -2.00140297731373, -2.03175688711734, -1.94624990335133, -1.97956227233936, -2.02028088617513, -1.96846075495265, -1.920214178322, -1.892628636449, -1.87896920998199, -1.86687621981489, -1.76413818451257, -1.83576490927347, -1.88508172512613, -1.94903873127144, -1.90100095675262, -1.91328305351931, -1.91978347631415, -1.8306181353972, -1.85956945803642, -1.75842972797426, -1.82890176865644, -1.76300998800402, -1.74685393787528, -1.76628396387486, -1.77492580904421, -1.70797707565526, -1.62278678203642, -1.70671017308899, -1.53565544267113, -1.40675830995225, -1.43302440168503, -1.43624349694537, -1.46942086472221, -1.47407091915172, -1.43707794723943, -1.4319098064929, -1.42230945658268, -1.34836907644786, -1.4585625003769, -1.48313465274699, -1.47591378918385, -1.51506882104973, -1.46202050903538, -1.48429579114148, -1.50575479883012, -1.44630420880363, -1.40458950515055, -1.41210487904376, -1.42849273568308, -1.50090100019228, -1.53576522941986, -1.40584071781337, -1.40771146849507, -1.3620368739729, -1.37126319888614, -1.34077198407807, -1.34340832452747, -1.27521222674339, -1.30039389760011, -1.3858469060342, -1.34091942187781, -1.35280612320253, -1.27963574417602, -1.27341683085205, -1.2007297886604, -1.18321844068502, -1.20066971466801, -1.16438978427702, -1.1873517057581, -1.1031137441954, -1.09578454335522, -1.1972773980017, -1.220885902007, -1.30250449834636, -1.41142226365109, -1.40846183109671, -1.37606879926182, -1.41414014369509, -1.48058226000129, -1.5106837973627, -1.58821006098023, -1.55305997122273, -1.52433482096731, -1.60409939644562, -1.63530283952416, -1.58294203676968, -1.59134499853608, -1.59086920391284, -1.57000719271393, -1.5386654828799, -1.47835332594447, -1.43972505751379, -1.50860341071703, -1.52672475698279, -1.51160983219295, -1.51706382599886, -1.62602209005905, -1.66392782630877, -1.61320026874262, -1.60529791063936, -1.67892593252009, -1.66812962220862, -1.67606499586901, -1.64247230219895, -1.5371443721114, -1.61293937866455, -1.63819255476409, -1.64513070178121, -1.7519409518004, -1.7535019515984, -1.78316040349403, -1.67138026506504, -1.81727907575921, -1.74286801734884, -1.69246678396428, -1.65571220248327, -1.64837160284703, -1.68391161760724, -1.62863004756816, -1.67291740081994, -1.63817930992684, -1.61804735066111, -1.56423544083935, -1.59406276241378, -1.62311214381263, -1.60800831562202, -1.5927240578463, -1.52402414014619, -1.49975416872688, -1.4925121667595, -1.45038117456373, -1.47756156535187, -1.42291297053791, -1.47404005073099, -1.45713268216235, -1.54247497034298, -1.53015250743265, -1.60855066398975, -1.62012491123802, -1.70799768374134, -1.73997867523628, -1.77878702073299, -1.7510482880836, -1.78015439458788, -1.81858414968151, -1.75750836529077, -1.67404984480717, -1.61937582559665, -1.69393795085373, -1.63010529672396, -1.69153217526095, -1.69512972636004, -1.6584068161944, -1.6691011702139, -1.67662081039479, -1.67035168908327, -1.64895878797794, -1.62839125402428, -1.71470931671761, -1.7234917284206, -1.70914980226036, -1.67961280167839, -1.69548081588652, -1.73061339790823, -1.79899278798803, -1.83543315043402, -1.84150939671617, -1.87326969915982, -1.8435345647538, -1.82515950320891, -1.90559642494322, -1.88972983270331, -1.86264459979241, -1.87571094928813, -1.87703573738645, -1.89864765273414, -1.91331698987347, -1.96366899614183, -1.94240861615984, -2.00364944577661, -2.03317267854297, -2.07885458199989, -2.12240046771773, -2.14082824970741, -2.16509087551204, -2.20008896947115, -2.21276066431028, -2.29200554471424, -2.28645362633817, -2.25486131839033, -2.31901625299202, -2.38967128407167, -2.27807142856615, -2.26609606652551, -2.26343642018027, -2.27336179295912, -2.24872940490309, -2.24686735184843, -2.27416294946626, -2.29578675281736, -2.31301098813404, -2.32899445792266, -2.36657940160251, -2.31287432543047, -2.30818321764749, -2.3468365591219, -2.31727412237448, -2.29976269844058, -2.30664167749972, -2.28659758414772, -2.33191653391194, -2.34185854654004, -2.3918162817564, -2.45100680347758, -2.46757673598667, -2.45917549592424, -2.50482577245842, -2.51357867887264, -2.60510098491696, -2.62743784751369, -2.56890448377739, -2.62647527866137, -2.68612187966371, -2.69711495258906, -2.67038141593991, -2.60857595766389, -2.4758889212337, -2.43584425932996, -2.40227158300228, -2.30087537714898, -2.31592159234246, -2.32658906261799, -2.31392555513737, -2.38492995737939, -2.47670179015079, -2.38636232144888, -2.4151121085744, -2.43800615141405, -2.48765393971352, -2.48045030988022, -2.45089328375844, -2.46232384565211, -2.46158861097474, -2.4140189652283, -2.41455736907899, -2.44262454268784, -2.44565504676017, -2.48777136406257, -2.48267695988059, -2.52757324908801, -2.45787697682418, -2.58220317204322, -2.56213846525269, -2.58653982640074, -2.48718238599325, -2.49890555752761, -2.47481368950764, -2.45546899104742, -2.44308537058059, -2.41717937881305, -2.31730869211885, -2.27093325093481, -2.26111204349094, -2.17159873254156, -2.14243884508207, -2.10992216512698, -2.04767065769606, -2.03961532639506, -2.00334079182218, -2.01706480272879, -2.01082299945898, -2.00884086809261, -2.04082751996923, -1.93909485902273, -1.96703973899217, -1.98482870952578, -1.9186078400079, -1.91963895146935, -1.86123263010989, -1.89160048615563, -1.8922425691209, -1.90478941304222, -1.95324509506256, -1.96841069273091, -2.00117404971417, -1.95830168346681, -1.972850862618, -1.97698992284021, -2.01838215748045, -2.0076222071999, -2.08821902504509, -2.23571261425925, -2.14170729709596, -2.10384421222482, -2.0721077805218, -2.18393319381195, -2.15007673796059, -2.12408602443169, -2.12796877650168, -2.086716838369, -2.03068838683369, -2.03679656679303, -1.93952971291009, -1.8901115779351, -1.82889230887081, -1.84464818961244, -1.85120433239552, -1.89733360351821, -1.8769651492442, -1.86376457752517, -1.85920039982809, -1.89323477127138, -1.90483324602792, -1.8055776568897, -1.85203562474496, -1.87234013637627, -1.94251176406689, -2.00454821744569, -2.01888647751744, -2.0384508426068, -2.06929592081843, -2.10798813629507, -2.11781948245602, -2.0611184553, -2.07900851457633, -2.14316870775749, -2.19662129798252, -2.29683868043608, -2.38236449654698, -2.41973550568513, -2.46855627874685, -2.5260075842769, -2.42654540158653, -2.33898884745161, -2.21076838242096, -2.17194358734389, -2.18000601458586, -2.23216904930839, -2.2872073624152, -2.31205105978874, -2.24802501345892, -2.21470148534196, -2.17022647547834, -2.17958254686517, -2.25726436401147, -2.24094423042249, -2.25167482902572, -2.26687274438318, -2.15766408296357, -2.11417951880264, -2.12559982898701, -2.22077214996317, -2.23510422349936, -2.18558477749435, -2.16694372785864, -2.15333835945786, -2.10108367750146, -2.1095341768622, -2.12682427812304, -2.13952258480649, -2.10279693843345, -2.11626434498167, -2.07824928785971, -2.13965846882764, -2.20321171989674, -2.19684253948142, -2.15882338158202, -2.17920602738313, -2.20807709462903, -2.35004590297448, -2.33132985926343, -2.37647260820057, -2.35634386289142, -2.28498327674375, -2.30977922904011, -2.27494295996242, -2.2825702486273, -2.26414001684172, -2.3219299861057, -2.30103880635929, -2.23579072913684, -2.14595513635579, -2.20532416909864, -2.17863991868078, -2.20404112721907, -2.17790509581388, -2.1868282889367, -2.19922995221678, -2.16512497737979, -2.127814901043, -2.1138610491537, -2.09065858005138, -2.07173555942472, -2.05781685934707, -2.05325535134172, -2.00747484005348, -1.97197987544071, -1.93228323351211, -1.87693480858741, -1.84946794193668, -1.85711785837141, -1.91159137953368, -1.93599300222376, -1.9794907480888, -1.99441617743756, -2.02068090606958, -2.03051519686343, -2.08171019277714, -2.11282529860584, -2.09504594075194, -2.08436564307681, -2.10456912715542, -2.05392801055286, -2.13598448261952, -2.1118465521915, -2.03335502383547, -2.0537474117479, -2.03436816584586, -2.06228256601207, -2.06338331782407, -2.02260314471795, -2.06830386878763, -2.09604490867509, -2.06943374130585, -2.04864825681962, -2.00830529772901, -1.94566788788418, -1.90717525079511, -1.96105688115577, -1.95336781282857, -1.97332218384102, -1.97361505874666, -1.9277469409772, -1.91393916878373, -1.90617975077329, -1.91218548804318, -1.89233456280033, -1.95126582222824, -1.97234322342859, -1.89151442162645, -1.86070827946156, -1.9087979807998, -1.97022581376727, -2.01819232644673, -1.98918448361857, -1.96752653538944, -1.99595565054649, -2.01438986759144, -1.96547846411516, -1.98083214461346, -1.98375260860572, -1.96612592124778, -1.97524230277323, -2.01199362299337, -2.03264068675119, -2.08669070851112, -2.06322507771074, -1.99662307158486, -1.98440993979141, -1.94377347848172, -1.97633022972843, -1.98334566854161, -1.99015127637129, -2.06168330762625, -2.0572386604997, -2.03327679755125, -1.99910647477431, -1.93332377273557, -2.00695624457445, -1.97607367162342, -1.94021996798179, -1.95072125838303, -1.92059829174559, -1.99132491548268, -1.98060518178564, -2.13705959135523, -2.12145667619795, -2.04137850344774, -1.96427915206232, -2.09726262104912, -2.07051127891491, -2.08799732863226, -2.08924773153708, -2.20005440432276, -2.180802379264, -2.20713841365115, -2.1884439392062, -2.19800484922403, -2.24927672699265, -2.23261691018729, -2.20286345662173, -2.2001474922502, -2.17179241287829, -2.19499294431509, -2.13075290356209, -2.14865151765237, -2.17763411214467, -2.12555447302064, -2.06981036396675, -2.03577758211169, -2.02475224911539, -1.94500794988298, -1.99553999457866, -1.93865149493158, -1.85293180320733, -1.8502013245005, -1.82091522430323, -1.7904301146211, -1.73075101420558, -1.77369153553662, -1.72890622586917, -1.81435357917761, -1.71050840190811, -1.73907538987288, -1.75488493814722, -1.74194067931473, -1.80445628232491, -1.81760102448671, -1.81452665246343, -1.83152502687234, -1.73021032380511, -1.81954835635293, -1.82481777713503, -1.76587541270537, -1.80768365292854, -1.81463120901884, -1.71746696418018, -1.8108342440627, -1.85101413732061, -1.91093456544951, -1.87945849623501, -1.92276492238304, -1.8993746422347, -1.93166496134503, -1.93929123932796, -1.89648049535912, -1.8896303076777, -1.98666558037601, -2.01345995374908, -1.97778019886524, -1.8847727828833, -1.94051409013206, -1.95194514193653, -1.95602463592928, -1.99265296029739, -2.06178460145017, -1.96984477143297, -1.89592804846211, -1.9662673842925, -2.06046599089889, -2.07433430227926, -2.05281291201969, -2.05925224542243, -2.00278901565174, -2.0151154403023, -2.07339283109183, -1.99739871644431, -2.00910005363494, -2.02329873298689, -2.03645664719294, -2.03365643200503, -2.14958952648837, -2.11542466988748, -2.0793630749519, -2.04790081541135, -2.06845709642018, -2.06349167507614, -2.13523730865836, -2.11724829094484, -2.15810105879758, -2.09225641255465, -2.13854759095419, -2.24150186010096, -2.23286890090281, -2.3143967075351, -2.36078903849057, -2.32058742398344, -2.22697083655148, -2.24010474105222, -2.19152217616819, -2.26039036925279, -2.1738653035386, -2.17411966261135, -2.21311367478233, -2.19323647871155, -2.2336989255469, -2.23118277403447, -2.22609417194838, -2.16763799464522, -2.19596754934007, -2.21473456375625, -2.20853488680644, -2.16366616291978, -2.06888631326111, -1.98977699047758, -1.94176422278843, -2.03691807164365, -1.98955183394989, -1.95188081534124, -1.98677067169233, -2.01501718224404, -2.08347469949114, -2.08410204823012, -2.0795705474462, -2.16724807047843, -2.24631495212719, -2.23759069825632, -2.2889348951747, -2.30389571129318, -2.25350987698765, -2.27480543705181, -2.26845222131047, -2.23766367008131, -2.29389655563236, -2.23176270453511, -2.18591193667112, -2.1222636720214, -2.1435737271664, -2.21678970664647, -2.19123155915743, -2.16030494656822, -2.03328651537539, -1.9473118690729, -1.97055600729858, -2.02089487180823, -1.98984542363603, -1.89018329900886, -1.94933999728428, -1.9883650777136, -1.90098032831848, -1.80912097921013, -1.79939315848781, -1.88040467269973, -1.90753319907089, -1.84916225704714, -1.74147557830328, -1.7422694053119, -1.7738416620101, -1.75857729619763, -1.75133336600302, -1.79680013131255, -1.76720592262659, -1.69768370723703, -1.69702768587276, -1.66574017584476, -1.65313592418489, -1.63005761949435, -1.64073877401484, -1.58084497111916, -1.56925481444707, -1.5943968870446, -1.56287403052025, -1.51500915423121, -1.51873329738829, -1.65264151792934, -1.57083329859997, -1.60836482603179, -1.62582202141298, -1.54489048442323, -1.63979247884834, -1.69511969686989, -1.73259223230746, -1.79823630081386, -1.74307188461562, -1.67984707793344, -1.65480327137842, -1.67677356266476, -1.69795756144537, -1.72636121505573, -1.75259653336983, -1.72845525367633, -1.68299208540669, -1.70582096975763, -1.68987144980928, -1.80916108735403, -1.80536923869615, -1.84929133151489, -1.79436467252474, -1.73507345214305, -1.84489822119825, -1.79878234527465, -1.82706876496054, -1.83526581604443, -1.79034077469366, -1.75588240874251, -1.79683357100964, -1.78083023316083, -1.80418399472163, -1.7415912279193, -1.8201648571958, -1.77917713459168, -1.70962233018187, -1.84009858064115, -1.80771125079313, -1.8258602298967, -1.8203491423458, -1.83385284972379, -1.79924798437711, -1.75283396910351, -1.72317746403652, -1.72849210247765, -1.74969855892109, -1.75671424652203, -1.76807880408762, -1.75782570717596, -1.79905548160315, -1.76982645241922, -1.81974138571274, -1.8939554610191, -1.88106658686473, -1.86030208666178, -1.80903110801615, -1.77272730462011, -1.76173793581279, -1.72715795522299, -1.77618284199154, -1.83321332718462, -1.89398772702436, -1.89175130020819, -1.85867778147415, -1.81335816911701, -1.73917309646451, -1.72271306708576, -1.72912263955297, -1.76218648670245, -1.74948307572011, -1.75270083946027, -1.76895730529338, -1.80280845855751, -1.85310170345894, -1.90224905336029, -1.82880753526839, -1.81627664360372, -1.83778023143538, -1.91673978541337, -1.90709659856784, -1.93196160132686, -1.93625617889397, -1.94661361665846, -1.90781084722333, -1.91124261017597, -1.92014268102751, -1.80150075710095, -1.74714054722208, -1.74063963565699, -1.77719953548839, -1.71824305131073, -1.76487552912037, -1.76727873778175, -1.7246494503557, -1.745215056122, -1.76357554731743, -1.74156009024728, -1.73458653361574, -1.74704916421618, -1.75751786596327, -1.74497290467312, -1.72163647130242, -1.65692338050477, -1.67788499447179, -1.61205202190761, -1.68531283974975, -1.71756716824443, -1.7852122607196, -1.76974018263241, -1.74869711359624, -1.81699838452551, -1.81460516091767, -1.86029847462816, -1.83560633187345, -1.91335202384405, -1.87011615805291, -1.87233655467133, -1.9241336893584, -1.92827979495904, -1.94156314621599, -1.95978621492095, -2.03465366949925, -2.0639141772977, -2.0725805584388, -2.14674316880291, -2.13162509954377, -2.06296928024082, -2.02386492022352, -2.06379156809978, -2.09663487895654, -2.11991949168056, -2.08962482091121, -2.09160079777378, -2.13885362291339, -2.21445285344262, -2.18648799529369, -2.23868616781243, -2.21383556419054, -2.21018201841147, -2.17409346766432, -2.11938489261183, -2.19054961208671, -2.13943442920949, -2.10504367526344, -2.12041641974649, -2.12140387252501, -2.09698395323993, -2.06395891272222, -2.14966107908795, -2.07671823003258, -2.14711300420078, -2.25117121016423, -2.20345924088171, -2.27903885360437, -2.290246010306, -2.35757245508157, -2.44730167054896, -2.46940737035148, -2.43705176912654, -2.42125680012065, -2.45338049093661, -2.45416834329015, -2.45910310066503, -2.4602793250931, -2.48258123985276, -2.46453374472224, -2.51866887027182, -2.49979300048309, -2.51676338570705, -2.53354331530846, -2.49825311062677, -2.51963170172767, -2.56889921430455, -2.62905113138016, -2.59559949421193, -2.71226386307888, -2.73310964175703, -2.72403682237475, -2.79278484278235, -2.79243669484616, -2.75892469389945, -2.85014612326494, -2.89450682120776, -2.80639369900857, -2.83912492008221, -2.88742964307865, -2.93031557116616, -2.95203154114515, -2.94273554683249, -2.97791891017827, -2.96783293021989, -2.93273529285612, -2.91592621724511, -2.87843493218034, -2.91847904893977, -2.92461611859297, -2.8914016890179, -2.88865379485616, -2.87801904316409, -2.87547600917809, -2.86633016664461, -2.8675638130632, -2.92253336297374, -2.91383339642012, -2.93660173253758, -2.86481278944751, -2.89129229792815, -2.88368472812456, -2.98234779432937, -3.01529173236443, -3.05671436480856, -2.99512918765521, -3.00268348520197, -2.99543567146914, -2.98042082586669, -3.00697639982993, -2.99194064274572, -2.91660944071973, -2.88575980522189, -2.85003980231174, -2.89176594359934, -2.88281356663549, -2.86814624479973, -2.90090132630431, -2.89503029888751, -2.79635389436754, -2.84508055596561, -2.81743317340522, -2.87112422989284, -2.85352439142881, -2.90561563021586, -2.87609807263156, -2.9395200675715, -2.93849618433615, -2.87143037139743, -2.8825540757699, -2.88787395548008, -2.81766443989059, -2.71584961223252, -2.59169435659719, -2.61137562281871, -2.66413245235166, -2.63157473523078, -2.60979496301794, -2.54553455129961, -2.53802388291543, -2.52998291494298, -2.45429498322132, -2.44619544472257, -2.41208368837535, -2.38785781112543, -2.390081407145, -2.41682196530651, -2.43369935748263, -2.53112570588878, -2.46720295506384, -2.54695849652424, -2.57649352068972, -2.59501007297621, -2.53473365514182, -2.53184111992941, -2.48462985546057, -2.4993414479352, -2.4157730255132, -2.39142313459535, -2.36405842372695, -2.3201818745285, -2.39429348716494, -2.39481968778499, -2.38409847535781, -2.42243493777465, -2.42182641177639, -2.45789342831881, -2.44690605683483, -2.53614746799593, -2.52192698856225, -2.55374066323868, -2.50677366836809, -2.60542919327575, -2.60330352781046, -2.61434900993358, -2.56732282927716, -2.6463233847178, -2.67375993547105, -2.63816685960295, -2.60752317847303, -2.58970647309308, -2.57527795772964, -2.65870504343102, -2.61615193357209, -2.60536313039959, -2.69609848466443, -2.70477105117204, -2.65708266310844, -2.62189328388455, -2.65345753140468, -2.60807794299418, -2.62792610928087, -2.60882816100819, -2.56240152595106, -2.54287272151265, -2.57550784895001, -2.53450873060928, -2.46063722632011, -2.50709704800975, -2.51620676466905, -2.46602384108533, -2.50862343549176, -2.59459222563992, -2.61932717740516, -2.56600268853224, -2.63409507016941, -2.64651026169945, -2.59841375779202, -2.59606738507843, -2.56772143236168, -2.48652242435923, -2.44148386378647, -2.41192433121284, -2.38737501080365, -2.44529584098548, -2.40333599631348, -2.37623066521988, -2.35604962850627, -2.35318961131752, -2.41674200547258, -2.40906231787374, -2.34631451311286, -2.37690016110526, -2.46694262347909, -2.3750412299698, -2.40325512680911, -2.34623729677649, -2.31503462325285, -2.23214781824057, -2.23425234746794, -2.24927457387659, -2.162661674919, -2.05483518374903, -2.03890923973147, -2.03041688745529, -1.99329941254074, -2.02692624706122, -2.00203493944185, -2.05151553954888, -2.0663895202695, -2.02664534357791, -2.06479301408668, -2.02224998290511, -1.9971410299208, -1.925453903145, -1.81717075367726, -1.84593954155579, -1.82640759992562, -1.74847441087083, -1.7385221394845, -1.77121278955049, -1.82109132982125, -1.75106911466078, -1.62109452937658, -1.67345954352713, -1.66793267832602, -1.74633613560674, -1.74285257529103, -1.75821156852865, -1.75881423284133, -1.6140715133011, -1.68400553722408, -1.66239986713876, -1.57076698130319, -1.60131810847399, -1.642285244132, -1.6398697711097, -1.57484220261188, -1.59199844463213, -1.64328800817105, -1.63976058108142, -1.74065154448696, -1.81442430053631, -1.76010116063177, -1.73716038190965, -1.84586020340785, -1.8149793905467, -1.93021915816915, -1.9525675937614, -1.93759305991346, -2.00901678924969, -1.94564191504805, -1.88491662555078, -1.91865942210292, -1.8626083266088, -1.8527808377808, -1.82027517834743, -1.78672496895233, -1.85093285720895, -1.95223833634842, -1.84197203312988, -1.83040253663432, -1.81162042362508, -1.87126884953999, -1.81464135744948, -1.7226675177019, -1.64627401247448, -1.74745536361237, -1.79948076354403, -1.79459118345451, -1.75974914348522, -1.78694356931573, -1.82987103441293, -1.81838173759614, -1.86551389517651, -1.7633386800713, -1.85461345006629, -1.82917383969628, -1.92899020003279, -1.95370634589219, -1.87948948168431, -1.82340105296823, -1.89339408537323, -1.96719898718796, -1.96429369520092, -2.01194252713823, -1.9916540213968, -2.04085094559156, -2.12135709639005, -2.14286553478489, -2.20407606642473, -2.14974396805862, -2.16648424707768, -2.16837628227268, -2.09934671577806, -2.00645565365722, -2.00910316454784, -1.99243635450884, -1.92698147040702, -1.93570458264935, -1.98788587590471, -1.93817585759664, -2.01440758457813, -2.02667024103562, -2.04677799492679, -2.07291521174518, -2.21059564945263, -2.239940661563, -2.1766250150267, -2.20006854777836, -2.23102070703876, -2.26432768117568, -2.30806464586073, -2.30076356066868, -2.2711245252643, -2.19868923775897, -2.27699380218435, -2.25722613565016, -2.26488783364832, -2.25062353271971, -2.30220939614102, -2.29993382526045, -2.35761451461734, -2.32462935079794, -2.37193884163449, -2.3687614777061, -2.47512311155255, -2.4587747684979, -2.40338862361282, -2.36508047977408, -2.31239683065851, -2.38019397058159, -2.38865903991025, -2.39214408931118, -2.35613430687642, -2.36452340070334, -2.3746873465041, -2.29078093399848, -2.23623417759705, -2.32405640908064, -2.34328694873038, -2.39289485810028, -2.24431560643606, -2.26903233300338, -2.21163034383142, -2.20681678137912, -2.20137527087188, -2.17661342342, -2.18374559830345, -2.14209874850047, -2.11410755982628, -2.19836235711166, -2.22614297274086, -2.25231062890639, -2.27761584522308, -2.22435160096209, -2.15000024924337, -2.19609029670772, -2.16901852342259, -2.22750691972408, -2.25536093855847, -2.24043766137706, -2.24988380083279, -2.28390631098892, -2.34677873807576, -2.3623670649101, -2.35974216262165, -2.3316304719984, -2.37542131316652, -2.34608351502698, -2.40427549357056, -2.43158109467455, -2.40906223618112, -2.44368800989038, -2.48266781533865, -2.48503444833467, -2.48326272005509, -2.43653862211821, -2.44820792313099, -2.53324732728098, -2.56603923222166, -2.59756275563904, -2.64417913510424, -2.62808394999374, -2.50299569519075, -2.46328732161974, -2.47102929960506, -2.44584594040107, -2.37370752836273, -2.38917088722124, -2.35594686369494, -2.32785190787197, -2.33398364916173, -2.33115634882986, -2.29856179867924, -2.29987373082907, -2.31684918063523, -2.34654867963928, -2.33200057583744, -2.33475167572279, -2.35333858958246, -2.34450916609949, -2.38316251219899, -2.42328349261644, -2.35460518598328, -2.39867298911732, -2.38288358609095, -2.43130291502286, -2.44283339734763, -2.42331528324096, -2.47379212244989, -2.44404018889354, -2.43309442746476, -2.44892474199699, -2.43665141487687, -2.4328991731137, -2.47488167480216, -2.54473487081255, -2.53942828237344, -2.58966434087806, -2.5914253403463, -2.67382914862048, -2.72028077311486, -2.70667523240518, -2.65440909267566, -2.6459451652149, -2.69566691434391, -2.71643378426011, -2.66175197792674, -2.63581776504835, -2.59646574809888, -2.54663070040939, -2.52775730154833, -2.47228830166651, -2.52094899945329, -2.505966736663, -2.52294085272932, -2.51285390797475, -2.44658400942847, -2.42139433532733, -2.45287617001694, -2.4703838756628, -2.51795080700321, -2.52244151956566, -2.54742136446959, -2.50784272972143, -2.53247910993611, -2.49696337438551, -2.46092686769214, -2.48269337849538, -2.41136879134056, -2.41002257607416, -2.44266349717647, -2.43894352961687, -2.48849165554047, -2.455941991562, -2.5007003909675, -2.43605074421703, -2.53976107350183, -2.59538407961652, -2.61230137423952, -2.64733625023805, -2.57998899167182, -2.58301029026812, -2.56527006948688, -2.52990159162033, -2.52225769405247, -2.47420719217068, -2.45222138082708, -2.41731069061761, -2.49161106383536, -2.5479271505389, -2.65924752483823, -2.67191116802543, -2.60032334321552, -2.64924348482632, -2.63349032371391, -2.61144251550456, -2.59951619554003, -2.61372732626215, -2.64463452839332, -2.67647292642355, -2.67560026406557, -2.61061834351118, -2.65029371776837, -2.65642043712403, -2.65145702929399, -2.61188635478865, -2.62345276063987, -2.5915668952686, -2.66640353567234, -2.63048355290018, -2.62566500251167, -2.6804472662281, -2.79696519804419, -2.81523202979075, -2.78178899318445, -2.76583622838853, -2.7840445478778, -2.78154128006142, -2.77374174996642, -2.81136227627617, -2.8086345223296, -2.80302109498119, -2.8391626680036, -2.82925288981288, -2.81372487412099, -2.7874086940357, -2.75185636793472, -2.73134083727175, -2.71627089091215, -2.72104239573526, -2.69860438047398, -2.76206663257954, -2.72935312292747, -2.75609859165899, -2.63922215052485, -2.6690390534711, -2.81342054492354, -2.74481627987997, -2.77474889896391, -2.74510135307093, -2.73381424958077, -2.67899864647386, -2.72416194767003, -2.78361502723242, -2.73036657722348, -2.77829495059878, -2.85497965649244, -2.81608118174194, -2.81934409552146, -2.70543388430202, -2.68825340317028, -2.70590804018835, -2.73726726768309, -2.65303683401791, -2.71378322822948, -2.68293512596393, -2.65485112520162, -2.6834914217836, -2.60670552779238, -2.6440883010158, -2.6450618939086, -2.62568047371278, -2.50952417503951, -2.47876656312377, -2.39218916166717, -2.42861729282728, -2.51588930816646, -2.47142146890733, -2.55284491889163, -2.61995543708636, -2.58941692697444, -2.59220575830788, -2.54985479422489, -2.4781960571615, -2.43255881302847, -2.41344231397313, -2.3858413832917, -2.37860005069979, -2.29318043641353, -2.29056096729092, -2.25020377569414, -2.29720958970377, -2.2952474778614, -2.39512884427061, -2.38819236418646, -2.46260620249344, -2.46924992171486, -2.48125576542904, -2.43265480154945, -2.46476637409369, -2.49797529625106, -2.59662598179231, -2.5656068967548, -2.51117331584227, -2.52247717778965, -2.44846528081398, -2.46895308358606, -2.51906918568526, -2.50761191572157, -2.47329768874685, -2.54797370737896, -2.62975537746309, -2.62743438341807, -2.6034126190616, -2.72063693777942, -2.80594631275654, -2.79055781577579, -2.74612109291495, -2.76516787238648, -2.70514675385717, -2.73583607473858, -2.74417086536898, -2.67668372831169, -2.6807615964405, -2.67946794133625, -2.72446147668948, -2.72111094646997, -2.75332422570493, -2.84329620155204, -2.891820795154, -2.90375324968346, -2.89557166238461, -2.84216986756739, -2.84024315622628, -2.84661349244274, -2.79130682295809, -2.67055400330516, -2.67482589078672, -2.61592661125984, -2.59161746801585, -2.59541976693453, -2.69146401943208, -2.73984165670723, -2.76767885332228, -2.82318921250945, -2.88125170948977, -2.90189798373728, -2.85430351201326, -2.90031253833833, -2.89440378244028, -2.90455342220827, -2.86489843225052, -2.86297659017672, -2.87138473976762, -2.9005942102169, -2.85599927689101, -2.79903262308859, -2.79806049891518, -2.63447136136811, -2.63462102197678, -2.48842982447019, -2.49512380057346, -2.5736591536818, -2.64489748269034, -2.68847097984473, -2.6145505807226, -2.52938441561629, -2.50950398596822, -2.49407922133982, -2.52092698597172, -2.55476076579011, -2.59065592089809, -2.63418342064314, -2.66117954313556, -2.69231403153349, -2.66588715905536, -2.62734622547066, -2.54718718774891, -2.66961825543037, -2.64486227133541, -2.66078569524987, -2.67410522537738, -2.7561904308743, -2.75783433361459, -2.79663468888913, -2.77884671747673, -2.83448717668637, -2.66218757777638, -2.70129252112678, -2.71540268669338, -2.77684099625896, -2.79309964608715, -2.68638691581674, -2.70573151996331, -2.67522132707235, -2.72221031582915, -2.64529213642835, -2.62187455652004, -2.65770620790499, -2.64618426066189, -2.66552744522757, -2.64009202190218, -2.68056185176942, -2.65740105878525, -2.57824214073505, -2.51510405933663, -2.49985443369737, -2.48317060195666, -2.46209545150973, -2.4171764637276, -2.39788010638452, -2.3675756005191, -2.33568502414296, -2.3242953319574, -2.28827286075337, -2.28538089291713, -2.23481657360412, -2.25622914224076, -2.2465405951289, -2.24491738953609, -2.29862511724328, -2.23868381775637, -2.29680547842641, -2.23154901736829, -2.28497234115417, -2.33407651443332, -2.29103208987959, -2.29511933623798, -2.38737887820316, -2.31220785909648, -2.43663423063667, -2.47126053170268, -2.5472774988665, -2.5756758739722, -2.57124181751564, -2.58791885629016, -2.61686156378567, -2.62505135657213, -2.61159308603423, -2.65438106513858, -2.75812387647112, -2.80441616968552, -2.89963405924923, -2.86786712255592, -2.77435920315946, -2.83163230008352, -2.87590407229205, -2.9196807673264, -2.88026124450932, -2.87869401031062, -2.85424661951342, -2.81567312557886, -2.8032813951454, -2.78088981323849, -2.83901807649956, -2.84210749060475, -2.8729126638331, -2.93815412901448, -2.9966033461658, -2.94972286877994, -3.01475021813173, -3.03496661946982, -2.98583836700856, -2.96937539235099, -2.93675803067827, -2.92018906277253, -2.92763282963118, -3.03761870852916, -3.06806063427398, -3.13697603277735, -3.15588024707077, -3.05317489341492, -3.04626362325172, -3.08222093713939, -3.03778631510662, -3.01321766868288, -3.01723517213817, -3.02861673466441, -3.03589101382593, -3.0394620151047, -3.00848550287225, -3.00210266905991, -3.03347150134481, -2.99175292664791, -3.02667312406349, -2.96121109995406, -3.01021998129848, -2.9728207261612, -2.90993089512716, -2.84882172750827, -2.85442976964329, -2.81981976249658, -2.92670183748934, -2.90449003828733, -2.90995438200522, -2.8799631492161, -2.87452519553168, -2.80978535060084, -2.81831788838375, -2.78163091244894, -2.7869287165299, -2.75414058793234, -2.81570389260081, -2.78537541689885, -2.80485493971044, -2.78511418870389, -2.82888011614277, -2.80179807053648, -2.65222180416991, -2.57519577884562, -2.52617683910038, -2.55712758751946, -2.54088456420611, -2.54880148075342, -2.64805792549376, -2.66006632034863, -2.67589322266199, -2.68037473845561, -2.70697508814096, -2.67438364015281, -2.57845461116766, -2.52067175360047, -2.48766249464205, -2.48490904026287, -2.48112242124914, -2.42324629215848, -2.3591638471886, -2.38876119004348, -2.34127102256832, -2.40042651182203, -2.46005944206097, -2.38027027532126, -2.37842331189617, -2.3767342069245, -2.3277830559403, -2.3376158852476, -2.37994910462172, -2.37303123837241, -2.4584629051739, -2.4820862103509, -2.48992321839761, -2.56205135263739, -2.55281313584051, -2.5894497909727, -2.53374591431096, -2.54779801613461, -2.60234802996702, -2.59038689308016, -2.59304777728303, -2.59103188317142, -2.58025914595411, -2.59996019596091, -2.61628973965061, -2.58388954873286, -2.50255269791801, -2.59883738659283, -2.60562140721855, -2.55663729197211, -2.61559788857715, -2.55725721984931, -2.57621859061418, -2.54083098454331, -2.46714269563822, -2.42221385397041, -2.36149810281714, -2.47188945573663, -2.53555759591937, -2.5064842630249, -2.55202330293451, -2.57961702770956, -2.51040591537732, -2.50458120919117, -2.50231531526701, -2.51459459686779, -2.59448937280361, -2.68851807105503, -2.69940638324655, -2.68166944349975, -2.7476166825574, -2.83800568741523, -2.77423023056927, -2.74888031301331, -2.72477556942883, -2.67892074454009, -2.65118356601892, -2.70395870009897, -2.64145094731975, -2.70531894999009, -2.7292483660261, -2.7125685849644, -2.69851866150684, -2.6690518864711, -2.62522228250164, -2.66570589903844, -2.73007721342758, -2.78846386787518, -2.75973971102322, -2.78287742484327, -2.76223181841187, -2.70308273787479, -2.73666943671859, -2.69043448935201, -2.72267911514843, -2.69183842090343, -2.69013469099824, -2.73265666339761, -2.68526414481111, -2.64913392487775, -2.69256423749389, -2.69067914725664, -2.56455924373523, -2.60215238326552, -2.61048802639022, -2.54034337289799, -2.59602825923729, -2.47700757741174, -2.51037268464963, -2.53644429446574, -2.53837198227176, -2.48463816118303, -2.32286102035586, -2.29869528859676, -2.26771447763653, -2.33639091135119, -2.32932882440932, -2.44731795636287, -2.46023161852941, -2.38716036382986, -2.39706386631447, -2.39994599798581, -2.39799376591763, -2.40418024039931, -2.39917776128701, -2.47473943223763, -2.49878300383214, -2.51586238623253, -2.48737371783119, -2.47700488601264, -2.51493450962537, -2.47248381737994, -2.41115454632467, -2.47512542986006, -2.46592487432731, -2.50337616263028, -2.53378358919179, -2.51279040795537, -2.47069791817367, -2.45169007133683, -2.47843228785698, -2.42194668739189, -2.37035220579957, -2.41982133457807, -2.40416290829999, -2.46214614681765, -2.38880946986412, -2.37530649096272, -2.32194972490337, -2.30254253482806, -2.307956054163, -2.2704316270552, -2.32559751439308, -2.39723163571297, -2.4287893176297, -2.41560842007763, -2.43629282360289, -2.45954876069767, -2.41350618549538, -2.4386158211893, -2.38989297759897, -2.42853977348534, -2.44136394161917, -2.4826796088581, -2.50398957493824, -2.56207441835531, -2.53972506973868, -2.48060935479692, -2.46644142008818, -2.38082802785512, -2.46283302809261, -2.5004106317899, -2.47417841165534, -2.44250944723571, -2.42615961128325, -2.33887536167749, -2.25510588335532, -2.32807110142542, -2.34894131406881, -2.42064298260245, -2.47218168121776, -2.4597688615104, -2.44219847281205, -2.48122105755883, -2.46614103531544, -2.50253280672425, -2.49006211328006, -2.48440485050395, -2.49860547953877, -2.54661010268754, -2.56987635569217, -2.54531904548603, -2.57002813767988, -2.58630352726026, -2.63979156135818, -2.66149730119932, -2.66274013338938, -2.69919557566245, -2.71833119262888, -2.7733658986461, -2.73590766078408, -2.62541890188858, -2.64668041333458, -2.6233470989701, -2.54424872661667, -2.5634709347403, -2.58292918394455, -2.55056542680603, -2.59818271677018, -2.60683954192466, -2.63449779568772, -2.68288964687855, -2.6618548489442, -2.66879554360297, -2.56031925398231, -2.70247014873402, -2.67020605225888, -2.71127213761291, -2.72558359609181, -2.78002364528561, -2.75110362084285, -2.68333273237876, -2.65887712234859, -2.70446994856643, -2.6237460751243, -2.63193240840358, -2.62299547331449, -2.62545740475594, -2.63624744093496, -2.63219858678293, -2.68372622361212, -2.62606565849598, -2.59374921424905, -2.58980778648014, -2.54253749998751, -2.60364493952364, -2.54938849134337, -2.53878839766699, -2.51362734632141, -2.53641294602531, -2.57552762535237, -2.60283777787089, -2.55102512555713, -2.4964862928055, -2.41874267290016, -2.42184253317493, -2.45964535531261, -2.38602204662498, -2.4636192913799, -2.47156356029436, -2.44140070930491, -2.49951494625889, -2.57751973544843, -2.55306045616776, -2.47200793079392, -2.50774475721585, -2.54207912907418, -2.58915931738009, -2.51492301742989, -2.55031977714842, -2.59219196746974, -2.63239346693821, -2.66178866642167, -2.69167456351914, -2.66135218979114, -2.6462657841551, -2.62252837145385, -2.654038385948, -2.61781267044442, -2.7699694125733, -2.71358430400494, -2.70359198483777, -2.72384709415219, -2.70007071918991, -2.76122682338673, -2.79286250111615, -2.78740392023216, -2.86553174943897, -2.86754402107971, -2.86936051756565, -2.88330679664024, -2.94796326910921, -2.88962322880195, -2.96389193115758, -3.03774795167357, -3.06687996948692, -2.9894147799413, -2.98407063340305, -2.97109229696541, -2.98189173205978, -2.96834936147723, -2.93668989910703, -2.9013164325313, -2.8327823591117, -2.87168516581558, -2.87959084306045, -2.85891390990007, -2.81766012363364, -2.83431123607247, -2.80177253780195, -2.82919517194883, -2.84626899458225, -2.79566180626968, -2.8897995313623, -2.87872219432614, -2.83242519474503, -2.84966404383117, -2.81842125734468, -2.85374607203173, -2.84518570131356, -2.84469676346778, -2.84612634937608, -2.90991571258336, -2.9180451146369, -2.95874274803777, -2.97672311210994, -2.92551091234654, -2.95384054144939, -2.95547699950291, -2.95032581841135, -2.95979912013197, -2.91949459560412, -2.9216169867961, -2.91387207551292, -2.95838613553707, -2.97749908934771, -3.00984931094895, -2.98613539634768, -2.92855895018306, -2.95159052486788, -3.06235364411016, -3.10462928273587, -3.15134307746955, -3.09230533810667, -3.08515565390879, -3.00691878093888, -2.98687357456161, -3.06425143559722, -3.0395059046843, -3.07689859942684, -3.07686843145732, -3.08195110001356, -3.08915400714504, -3.10572245998173, -3.00966205225107, -2.93416930935223, -2.97863352925579, -2.96869951890341, -2.91113128490571, -2.85600500637218, -2.90077415867534, -2.83028411373297, -2.86551390358476, -2.85918177692134, -2.85074398673167, -2.94674354295936, -2.95340891397105, -3.05842824262204, -3.15674516783113, -3.14071939621027, -3.12365722517857, -3.0749404901436, -3.05596318023264, -3.08965164501334, -3.12968799871853, -3.08946027337892, -3.01690849094103, -2.9769688053898, -2.96612256592082, -2.96957242573494, -2.88815157762956, -3.01273592670068, -2.96309047165224, -2.97147523574989, -3.02783029473205, -2.98599719271201, -3.03501112503618, -3.01781082562469, -3.00853409756582, -3.00147411691605, -3.09407898705502, -3.08595798615009, -3.11061693429165, -3.14580618761852, -3.20498722293595, -3.26192213203764, -3.30420230546419, -3.24185278506044, -3.20709453446595, -3.19335291045054, -3.10752864681805, -3.0269245869498, -2.98177654854476, -3.04094864785685, -2.96929464666138, -2.9794009784356, -2.99153454333147, -2.97965753735169, -2.97651065157457, -3.00120465425232, -2.96696118050024, -2.99106330502179, -3.01930306338937, -3.03201773376461, -3.07000187732745, -3.06231777700943, -3.06718045193013, -3.08197548074869, -3.05878591167055, -3.1500274585897, -3.13740536299323, -3.0923429502692, -3.04832091577638, -2.93673241083489, -2.96872415235333, -3.01772933507789, -3.00142443627841, -3.08568755603008, -3.0251529774308, -3.07750865696217, -3.05558131817713, -3.07247157759775, -3.19144539688494, -3.17847815226479, -3.23362838640367, -3.18751333344828, -3.31008788393048, -3.31663807489172, -3.36930792541006, -3.31294963034435, -3.34934136230579, -3.30257433284538, -3.32598893803716, -3.31949788459876, -3.24638024253904, -3.28048871132119, -3.18955779198415, -3.14024987357179, -3.07601980748345, -3.18833983595346, -3.19676566753287, -3.27009649890866, -3.2321327471092, -3.1709938956477, -3.20187066510478, -3.22745936221596, -3.30853837186518, -3.26899149009845, -3.19591539233752, -3.28091200312319, -3.37153774038548, -3.31433068551441, -3.24690359265259, -3.22832576989892, -3.21621331828382, -3.24727624568872, -3.23032434216103, -3.25293134846262, -3.15076968783632, -3.17323657209011, -3.33010579848988, -3.30510768803607, -3.36796476752018, -3.32682669611219, -3.40413150017981, -3.41707053812922, -3.39755016927302, -3.40741367942701, -3.5047611534006, -3.57614306207145, -3.61866396418433, -3.53744050953544, -3.54377241760537, -3.47999231623147, -3.47101750739568, 3.01750012605321, 3.05822221151769, 3.03238890517648, 2.89777568502846, 2.8429279529944, 2.78015419923251, 2.74829366034803, 2.72874785275166, 2.77846895135398, 2.70731796818952, 2.67676750130663, 2.6398266641083, 2.71128024613845, 2.63670101134244, 2.55941459087194, 2.6113924034313, 2.61309977146694, 2.58397514881948, 2.54790676162376, 2.41866198590194, 2.43222344456472, 2.42512379699932, 2.48031966257682, 2.45651487965088, 2.50696735502185, 2.5195901442779, 2.5566426450719, 2.46684393770029, 2.51642957431637, 2.5555789612573, 2.62125655439296, 2.61846847455485, 2.56422663876663, 2.55712790449498, 2.59486507125195, 2.63894349534455, 2.7054263903975, 2.70210819533864, 2.78103809890352, 2.74161743233931, 2.60764558172046, 2.61908625801142, 2.61731239755533, 2.55211077154747, 2.55900508856695, 2.49720024932528, 2.45542870166937, 2.52539194034052, 2.37248580302135, 2.38847770759003, 2.36563492568958, 2.33452707923618, 2.34105775701818, 2.31692274813981, 2.2902260146265, 2.22085741398363, 2.30081860974798, 2.34608759684499, 2.28265853118302, 2.26697747620849, 2.2999469508088, 2.27177765561706, 2.27402101889141, 2.27987506572219, 2.36140325049869, 2.32215365716018, 2.36050237089884, 2.33083130838262, 2.31700707788813, 2.3145175013761, 2.33012564420568, 2.33547517796038, 2.311404068816, 2.31076857537303, 2.32342530146386, 2.34432779313317, 2.27724692341051, 2.26620326943713, 2.35628293729185, 2.32787201928458, 2.33047208102929, 2.38025839538019, 2.3192623650365, 2.25330094144508, 2.31181031755146, 2.34322548103313, 2.28798102384174, 2.36186726078319, 2.41226499820911, 2.49974141461795, 2.43926057587866, 2.49134609593305, 2.49625417673896, 2.40062334442036, 2.35835366458191, 2.39529070161193, 2.4336491738206, 2.35992139672623, 2.3605554879562, 2.2673528759581, 2.31161778240674, 2.33623929564899, 2.42359299608303, 2.41049303180385, 2.4354807607395, 2.40103582230446, 2.35190682388082, 2.40094184868315, 2.4471076726663, 2.46364203692966, 2.48647516330757, 2.50232225531653, 2.52277960164305, 2.53224669149493, 2.46627622213502, 2.36621572165801, 2.30030811917225, 2.36263556696403, 2.30664642128669, 2.33665207614452, 2.37656316409932, 2.38575720348248, 2.40194735211133, 2.4344720733384, 2.51362105045713, 2.5135233942744, 2.49808230492303, 2.46692617069523, 2.51383396530173, 2.51896791827232, 2.57336692203065, 2.50580692225523, 2.48301787057472, 2.47047608935758, 2.49574344455612, 2.5284445588957, 2.51767644337719, 2.52901355978389, 2.47114660440484, 2.57278661835271, 2.55985559095502, 2.55494658479958, 2.53728852209294, 2.48763325036735, 2.5310794078475, 2.44026019489054, 2.42431780578164, 2.43055984598121, 2.3571102481722, 2.41053567828037, 2.38642668687755, 2.4194074594742, 2.32852567008237, 2.31459651400549, 2.31798327675526, 2.25044873824784, 2.29642245636951, 2.31004884358699, 2.30531803385989, 2.31423322218838, 2.31153769977987, 2.3450520119387, 2.35415892855628, 2.43108949453551, 2.41026186641897, 2.45397772472234, 2.46102690671514, 2.56911627003894, 2.57049723178182, 2.57691437494833, 2.55928426222792, 2.4549403627576, 2.35624708716983, 2.34944525315234, 2.35405488610269, 2.31954170795035, 2.35032578957788, 2.41841708722006, 2.50407389831426, 2.39509635988529, 2.43558874994582, 2.48292108241356, 2.51756615128836, 2.57395899541719, 2.56658913306957, 2.55219149776366, 2.60315789084799, 2.56932703415922, 2.61396834454021, 2.57388404805554, 2.54452514457702, 2.50955438194387, 2.55369376128767, 2.55069934695445, 2.57760643351709, 2.6964086261769, 2.64670323110523, 2.71306271347007, 2.74425069586557, 2.74502147543712, 2.68596042592325, 2.82823368025127, 2.74530494448138, 2.70707036729326, 2.76336634590673, 2.68567288212864, 2.70768294375476, 2.62935431987634, 2.65201187798336, 2.76084748642794, 2.77076312289832, 2.79482350649643, 2.83115012779733, 2.79135522635221, 2.74333430912459, 2.71677006193728, 2.73460451669635, 2.68099358703336, 2.67720618723493, 2.71718574765088, 2.68978220350279, 2.68694158216715, 2.69567853193625, 2.61512305640037, 2.6068329940524, 2.54658680705953, 2.53387806711001, 2.55918563049394, 2.59053408158942, 2.54606231519973, 2.48586968978193, 2.57473006993777, 2.47880710802977, 2.42331371595213, 2.40707163305215, 2.40343565365038, 2.37198069065691, 2.30431341534392, 2.29961776059688, 2.23540161445167, 2.21050528466704, 2.23163279748004, 2.28314227383147, 2.33819702170271, 2.38369857420628, 2.36992626466327, 2.28212699272646, 2.2040337759226, 2.23829789659064, 2.12397742570052, 2.16106095128556, 2.16206431024756, 2.25777130721384, 2.25723864432442, 2.15005760621313, 2.19127562777679, 2.2459948642421, 2.22548316895879, 2.21073358272821, 2.23093066452323, 2.24370278016386, 2.24298529872853, 2.2457480078036, 2.34490425991888, 2.39983456820098, 2.50221401054041, 2.48199988748171, 2.46141592228534, 2.44590251797536, 2.48196670704457, 2.5711419421473, 2.59227657432982, 2.57637933933272, 2.59179197100198, 2.57500077499236, 2.56547117537665, 2.51700257410787, 2.52413154937094, 2.50313658846133, 2.45232208999473, 2.45290357507295, 2.476968902083, 2.4690677431278, 2.45640765176331, 2.44463200355818, 2.49403829063759, 2.53029140321398, 2.52897450545638, 2.4835507704602, 2.4861474460732, 2.42272761625574, 2.47758484752938, 2.49607665267063, 2.57047299111702, 2.62503682833911, 2.64799543833764, 2.62474496018273, 2.61887131080302, 2.55931869245149, 2.54934060201858, 2.60750375609864, 2.61589855075199, 2.62397465139569, 2.60226241815532, 2.66850003723372, 2.69483818531644, 2.65232079309724, 2.66674469819753, 2.72212420444985, 2.70910219025525, 2.71111349319579, 2.69375063508643, 2.75803653466204, 2.7639736169037, 2.89544920656178, 2.79658691664947, 2.79429072777334, 2.83881653535512, 2.82592994360806, 2.92927217759709, 2.92871554716085, 2.87700101199699, 2.85501494544631, 2.84371362175266, 2.84903533473768, 2.85710659764772, 2.93154489306391, 2.89724356888531, 2.87412589888563, 2.87358112240037, 2.81592847071766, 2.82633505939383, 2.84045064018513, 2.78041016796405, 2.7180397873973, 2.71457523733488, 2.68057938485004, 2.71663984527412, 2.68842357870196, 2.68449252868493, 2.70660207498779, 2.66807185476476, 2.7141267158435, 2.72939478368842, 2.84217929746321, 2.82633791301726, 2.72777308722703, 2.78636969084889, 2.78685994299498, 2.86713065760754, 2.81881095266511, 2.95075917775516, 3.02157562347799, 3.01142213563238, 3.06721139138947, 3.06328931238911, 3.16265534049254, 3.13286415316607, 3.14136663546116, 3.08976533500081, 3.08523260305459, 3.04001686622519, 3.126926760148, 3.11078107856765, 3.08089377463326, 3.13713997977943, 3.05057357482465, 3.10332776702303, 3.06776522847973, 3.0773186444547, 3.01042606694855, 3.04144651586017, 3.08983968030767, 3.10721710418193, 3.07398687073503, 3.10358116256156, 3.09209679529656, 3.10126014374068, 3.07951950823871, 3.20129013007685, 3.11319071330201, 3.14479175567129, 3.24037451210001, 3.19809749183791, 3.11276329641957, 3.05179070080675, 3.0574118914299, 3.12826539678766, 3.16225331015512, 3.17051449659497, 3.11993349769812, 3.08229624477174, 3.08569870366442, 3.08909826781791, 3.08132771600935, 2.98902733699997, 3.00161186424001, 2.98993399685266, 2.91073214620654, 2.82383265780082, 2.83205890064474, 2.78698638141128, 2.69542906999973, 2.69058086918792, 2.71519904191568, 2.76665099475483, 2.71701631683354, 2.71527874208334, 2.77176958127253, 2.69732301696139, 2.75442751665884, 2.84558709216819, 2.80869344472632, 2.80192914510142, 2.60966313662842, 2.51051888628314, 2.57561366662934, 2.43008545212911, 2.43498246080827, 2.38108443651263, 2.36942380335836, 2.33849434204668, 2.32894219372434, 2.32149042701469, 2.34322280708798, 2.32847716088324, 2.38351816239298, 2.3308114634007, 2.32832095681698, 2.22323787432312, 2.24769855936409, 2.25507879660438, 2.29476956606574, 2.22509118717711, 2.1979303687265, 2.13747052491936, 2.1335196717353, 2.09235497955621, 2.07728695815438, 2.13310052507039, 2.2253346546571, 2.12876925255907, 2.06089429835126, 2.11965862997516, 2.12349079612808, 2.07401961446788, 2.108791940988, 2.05061034872906, 2.04337816973339, 2.0618470976236, 2.10140653606435, 2.13526680098379, 2.16262611117685, 2.1831008988448, 2.23166691838485, 2.214090862997, 2.15953132509322, 2.1801344213231, 2.19880231949348, 2.24827960205585, 2.19811644248891, 2.21568615344462, 2.19325391095836, 2.22600236787309, 2.28299236142797, 2.32530206001963, 2.2742268179807, 2.23072475426422, 2.20012638904044, 2.22212481523198, 2.18652653768169, 2.19704095003915, 2.25254023284543, 2.27970692375652, 2.34212151178161, 2.34653494956481, 2.35972809310714, 2.31057559106053, 2.34212094216945, 2.25528197094276, 2.1875090924902, 2.20570986558222, 2.15971243214633, 2.17833043490221, 2.113501659783, 2.11483105287297, 2.03024933347867, 2.05395500972393, 1.9659967283911, 1.97933702208018, 1.97985790289873, 2.02647738590824, 2.14508062143565, 2.05541552866036, 2.0373412055136, 2.00427070322838, 1.97021421423321, 1.90574573069919, 1.92996408535566, 1.94113624920818, 1.96668626897305, 2.05708590789381, 1.97195515987724, 1.98632759781978, 1.97287189006935, 1.95389565400128, 1.9191765768162, 1.90949944062672, 1.95634414021746, 1.9152405852365, 1.89972825617775, 1.92078627224742, 1.94341909261588, 2.03083817086884, 2.01583509409184, 2.00700845821547, 1.91790726957881, 1.98350804331836, 2.0200500604837, 2.06966674744104, 2.01969174473979, 2.09587713928872, 2.06120168044752, 2.13661485098599, 2.1346607642845, 2.16355609299092, 2.17095333563689, 2.12882962298691, 2.12078944376025, 2.09429820414716, 2.0432590559284, 2.03616074970447, 1.99180210511888, 1.99086263279627, 2.00004914177007, 2.03593258705704, 1.99343312547272, 2.02713762256403, 2.02737033827525, 2.00936274948841, 2.06525484430496, 2.07761602485782, 2.03818849752217, 1.9747945361083, 1.99186294148288, 1.95396233141703, 2.04436583701648, 2.07160547288992, 1.93477174988812, 1.88364426597069, 1.82135503188731, 1.77052293612607, 1.68812096236889, 1.71417730164326, 1.73302467814129, 1.75428987868229, 1.81046098080811, 1.80869338202544, 1.88061870317604, 1.82422062291882, 1.78995024641419, 1.75105392025269, 1.73215918939444, 1.68696330826251, 1.71912069585193, 1.71271525704488, 1.76826260401217, 1.69196057269814, 1.61539102927989, 1.58143268610031, 1.53776402916838, 1.46171481787298, 1.48133887222402, 1.51483282629915, 1.58075357853123, 1.60635471394928, 1.62792426240001, 1.69313202415869, 1.67367522962857, 1.68005729333101, 1.69452471562556, 1.81316184721927, 1.83466516494152, 1.79539078103713, 1.81874718021627, 1.76144603171318, 1.70568967491861, 1.76622305933843, 1.70757936221499, 1.62925102224289, 1.60573950254425, 1.57410518781121, 1.58976770607137, 1.57777581722798, 1.71009837782826, 1.77676845712153, 1.67702203646185, 1.69299040638541, 1.67242451613409, 1.71120026159298, 1.66039266885975, 1.63439350630677, 1.63792292198993, 1.65840510360187, 1.57566426729124, 1.5560330659055, 1.45402638402324, 1.48105965675395, 1.4477935973197, 1.51681960007606, 1.57591251388017, 1.53682699792336, 1.55443590349193, 1.61294704190661, 1.63607602619771, 1.5805621443631, 1.48183604754173, 1.49409613831744, 1.45814994022264, 1.52679213608338, 1.48576121555537, 1.51828409803968, 1.56509996586603, 1.60490680899158, 1.52050343478267, 1.4468513656465, 1.42221139838979, 1.47432277355133, 1.53643978570467, 1.62933263922479, 1.58286554323036, 1.55020519639176, 1.54898461226502, 1.61132432995888, 1.51563535892821, 1.4544937856782, 1.54194750596736, 1.58114614233852, 1.47436705995942, 1.52802265566479, 1.5473177224679, 1.5123685554823, 1.51208416223626, 1.54387944508975, 1.56150762363219, 1.60129110119417, 1.67813870988176, 1.69764433722622, 1.62361262130015, 1.62669159595391, 1.50790409436374, 1.49577073820538, 1.45581746037064, 1.40954314170703, 1.37877979797835, 1.57116818326985, 1.52118324752064, 1.47559892076228, 1.45654491595405, 1.43734504262456, 1.60723974778789, 1.60593618931941, 1.59844420809732, 1.57502672302858, 1.63131655434256, 1.62071557498991, 1.64421651934276, 1.64966019260076, 1.57158893155025, 1.53102576719582, 1.53108321217217, 1.59123863323472, 1.60682328609007, 1.61335320745291, 1.57309503424665, 1.61939941696246, 1.66675026661888, 1.65066036816955, 1.68928153169469, 1.67720100656673, 1.68783955533618, 1.72911929356809, 1.75727176739462, 1.71965338279529, 1.73856337943545, 1.71230715509586, 1.70277958920144, 1.65767365440915, 1.65647064527565, 1.70009047862542, 1.6844673929823, 1.72050326541885, 1.71536182537088, 1.74331292684631, 1.66560300791347, 1.70109913939278, 1.6685193517702, 1.64661529900658, 1.65958050605043, 1.6841573629088, 1.65939578170698, 1.60780201377572, 1.57311070138203, 1.50977299495023, 1.56593308211617, 1.58497658164159, 1.58436707281862, 1.53258641285514, 1.57557074983436, 1.58507038222547, 1.4987766027617, 1.47939331826084, 1.46345325644471, 1.44723812683208, 1.44874078608489, 1.46835686703824, 1.52813843801425, 1.52245960218693, 1.49095665940092, 1.43158170275981, 1.44836406593202, 1.42698734728379, 1.45756228571125, 1.41404220833876, 1.39928966839734, 1.33639742307453, 1.36412413313031, 1.35390355764764, 1.49366470380573, 1.47178304834891, 1.43114546033207, 1.5292969105107, 1.62571999978803, 1.70242902358703, 1.7184262235436, 1.7552146013593, 1.80155822931457, 1.85792036300474, 1.82464688200007, 1.78510003753985, 1.83948337864329, 1.78081818946164, 1.80026285885777, 1.7635370644825, 1.86592324797423, 1.91465386897769, 1.94103785068701, 1.95084775979718, 1.91037594442242, 1.88646676660929, 1.89138036315593, 1.90251854075737, 1.91883794508158, 1.78877451377184, 1.80646669764947, 1.83574407711381, 1.89086721169264, 1.96908863771737, 2.0129427070917, 2.06367390327513, 2.04256855729919, 2.01523313413767, 1.97198340957406, 2.05367773982296, 1.95139432132549, 1.96423094358193, 1.96623003702059, 1.98842428741198, 2.03046410696692, 1.96240298780722, 2.00235849978629, 2.02245304575579, 2.01922549135518, 1.99662873750901, 2.01621132321756, 1.97849992394689, 1.99849239824215, 1.99892923401573, 1.91611487118281, 2.00279326265484, 2.10736000431863, 2.16055700743065, 2.13988591526996, 2.11043366844855, 2.16492200662771, 2.21194357957987, 2.26677844817395, 2.25340536277179, 2.3109316201966, 2.40013902519212, 2.40848052827195, 2.41776315286069, 2.41953557127178, 2.36059523616055, 2.30268071083283, 2.27347376061066, 2.2966323611498, 2.30977191455914, 2.37069167437508, 2.32614992971597, 2.32068693908454, 2.29701158607053, 2.30698670868567, 2.33835598676335, 2.42295411399926, 2.50612602950557, 2.59877427441344, 2.62990403070939, 2.72007240727386, 2.66477895932394, 2.67218808729194, 2.74467578679309, 2.72998265346064, 2.75378451946291, 2.79190551984964, 2.78133876846049, 2.84393481703307, 2.87111955254545, 2.83163584766711, 2.89056394591439, 2.82892824310752, 2.87606884287846, 2.83596031559614, 2.86641409115046, 2.88851679181411, 2.94726929633878, 2.96814117918518, 3.01056921349512, 2.97495814810041, 2.97038373187958, 3.02327708781482, 2.98123986562437, 2.93023491278123, 2.92217380818065, 2.91609282570318, 2.91620676393574, 3.03210265505473, 2.95693224925944, 2.9110343955427, 2.8698639542141, 2.94219580936993, 3.0047046789975, 2.95803159789078, 2.90462675338312, 2.88808299225309, 2.78838179097629, 2.81301040591407, 2.80912725338224, 2.72328235482732, 2.71138664856726, 2.7091328112541, 2.75095866669498, 2.74822575825067, 2.712580881152, 2.68051874343968, 2.74811333861404, 2.73295207479882, 2.74786740083821, 2.76816770718218, 2.79037105316963, 2.71528305982139, 2.74964308614186, 2.80902504583425, 2.91178930153934, 2.84591471457563, 2.78878032528421, 2.81081970014601, 2.78549333294099, 2.84805145848243, 2.77242076340476, 2.79101728364363, 2.8103489236669, 2.85457381363242, 2.89972108468256, 2.90532268631651, 2.8225670676849, 2.83907385308134, 2.85799495055857, 2.7656124445744, 2.82181277233287, 2.82723237528133, 2.77141245408852, 2.78507344635884, 2.83288509102372, 2.86206770025692, 2.84180054714146, 2.95982866549538, 2.95050035937439, 2.96712325362054, 2.9909973026167, 3.03829673053599, 3.08061933640078, 3.07965658780051, 3.07305221678978, 3.01906066022683, 3.03987988780987, 3.07555873954976, 3.05451091756958, 3.09716603198978, 3.10028487760594, 3.12650231096893, 3.08939810357744, 3.14297176701009, 3.07845334436748, 3.18336250287893, 3.17443554647942, 3.10420159160977, 3.05197817819869, 2.95194456376977, 2.94173283360349, 2.95118977251329, 2.9190010457033, 2.91054984064219, 2.84543565832105, 2.89629501285145, 2.8879908265633, 2.90226091358998, 3.00836962314577, 3.05717067571896, 2.99780819440824, 3.05404418179009, 2.97059223772164, 3.11405861427909, 3.18781402672517, 3.10983633572047, 3.06780066620622, 3.14540716301706, 3.08739966738998, 3.20737289195743, 3.27365331786244, 3.31545135863253, 3.29283077126672, 3.37644102637927, 3.38552432750018, 3.43963936223926, 3.41092239063652, 3.45157256454539, 3.40295231394658, 3.376152110999, 3.36713742999444, 3.42726525740507, 3.43639698345038, 3.41375071820773, 3.36149905536529, 3.32463558477615, 3.34034619117046, 3.35826301854236, 3.34401257042747, 3.310393978041, 3.20680933313842, 3.22571482172945, 3.20708753041841, 3.20481320741078, 3.19793290525888, 3.09564955637127, 3.09124281459454, 3.18140572117212, 3.27387686044584, 3.19877368180602, 3.20029951836809, 3.09633490107049, 3.06674532123516, 3.15362822260841, 3.19523834130053, 3.17807685207469, 3.15831238762189, 3.1542191208074, 3.09506302560265, 3.10007575604715, 3.05801497825346, 2.99028453251884, 2.94907190202298, 3.00134635456152, 2.94869303291175, 2.90081967172022, 2.78459472587577, 2.81169491716747, 2.81605861551451, 2.79671352522502, 2.84207442429585, 2.84309778575226, 2.87185320674955, 2.85082673108796, 2.81909006459516, 2.87422920690599, 2.91590257971291, 2.9615922774264, 2.98241437864669, 2.97630255459449, 2.93286718706532, 3.03179558428199, 3.03951243601804, 3.02231408604788, 3.11083458310458, 3.19515479186613, 3.16184909636884, 3.16171939671266, 3.14741938277437, 3.19525163369913, 3.17959900607989, 3.19323135969225, 3.19530396582114, 3.19505987320081, 3.14624891177049, 3.15345141598287, 3.17628237691763, 3.17816987363824, 3.15962119136721, 3.18787861789043, 3.19395975003514, 3.23560448183512, 3.1844139849052, 3.28177254605188, 3.22956484195922, 3.20499809548963, 3.24253276066402, 3.26201764135699, 3.18769733256417, 3.15614623839709, 3.19250246899836, 3.29997496892212, 3.38562084181908, 3.4833287415686, 3.54041150486927, 3.56470473123037, 3.55079923582305, 3.5844806214041, 3.55379461354091, 3.45363682033634, 3.51425087100343, 3.48844237396855, 3.52478345409654, 3.43851830268113, 3.2651437956546, 3.25947548452392, 3.18711688725379, 3.16865465044424, 3.18563271740993, 3.15882426648119, 3.16033555073021, 3.12408839695371, 3.06922642100883, 3.05738155806628, 3.10802620738141, 3.05294826590572, 3.09670260893894, 3.06953454465222, 3.00327491588082, 3.03502176604474, 3.0715319179606, 3.12985799510274, 3.15949496327741, 3.15734773099926, 3.23339856658099, 3.21153041413392, 3.20726988598449, 3.19075481828942, 3.22803334277913, 3.20927739384328, 3.2418670410938, 3.17012983042804, 3.13117194873857, 3.14584204368311, 3.15553724547057, 3.12058216033069, 3.19015960359948, 3.23111253531958, 3.23542225630023, 3.25017855675822, 3.23680283910589, 3.29766869303036, 3.31619837826457, 3.21616233115787, 3.21775052812074, 3.21527148496103, 3.16441077119972, 3.14595241568042, 3.23175077198976, 3.35851812578843, 3.41300104650863, 3.39077546907253, 3.44039871143702, 3.47543997945601, 3.56332073236893, 3.53083642303677, 3.57518402026017, 3.70614111369826, 3.60105391010259, 3.64494544075326, 3.71104708145792, 3.73548682644418, 3.76419755357439, 3.72647439014445, 3.68969944824822, 3.63844289996523, 3.5524797817761, 3.5741218108961, 3.57966216871478, 3.57818781457692, 3.58604114547613, 3.5653502392035, 3.65385126987955, 3.67171983674562, 3.67068291545086, 3.61769764836666, 3.56860233423322, 3.53112162995947, 3.55461543839734, 3.60042978850007, 3.57213207612421, 3.53009930863928, 3.49357471983166, 3.43936840372807, 3.44484986647948, 3.50607277449072, 3.37575240593944, 3.37180059102753, 3.43735116271113, 3.39792692433213, 3.39253419899055, 3.43226042101002, 3.45053432341037, 3.46704712035986, 3.35270575303003, 3.33215112626603, 3.32272528209877, 3.37574810825555, 3.39168283945031, 3.42958017541995, 3.47231234681567, 3.39983859646241, 3.42692835548196, 3.45231679374448, 3.38782482531912, 3.28346012325506, 3.29566924828528, 3.3185193781384, 3.28393046454042, 3.33516176844197, 3.26676313771563, 3.36360605042343, 3.39437338575336, 3.46888367532715, 3.50969713007209, 3.52695041453273, 3.54657815122097, 3.61087433243189, 3.66662637955105, 3.67922267248357, 3.78180094056598, 3.72913948320193, 3.66397165421692, 3.78691988519132, 3.74724919752885, 3.82681666943387, 3.86789257932169, 3.84642883444485, 3.84714363687102, 3.82702166679969, 3.83195395108312, 3.80715942850414, 3.75344916539707, 3.78783561799611, 3.77313836333641, 3.76383276653871, 3.74638694229689, 3.76372406141752, 3.71473204141626, 3.73130596948335, 3.7053707873202, 3.6940305440457, 3.6693478768906, 3.67228060076176, 3.69429093014903, 3.65115408813284, 3.62260459333095, 3.61615234734915, 3.53627908141177, 3.53026569875493, 3.61287027302953, 3.59476973000007, 3.5928095930164, 3.5377764543806, 3.52112903638894, 3.54700234902527, 3.58630131340913, 3.59424116003732, 3.58253197838779, 3.52372163059427, 3.52305470487949, 3.53853599146951, 3.51960459160523, 3.56696044885306, 3.57848091817139, 3.5308050486878, 3.51255100587924, 3.48096642360343, 3.41759350781665, 3.36095171366373, 3.34339178857521, 3.30622929216187, 3.31366530237382, 3.21819113534837, 3.14992578639099, 3.21851004568562, 3.20059905828999, 3.21351418448812, 3.25349955561037, 3.24990044819391, 3.31136636413498, 3.35223971011353, 3.45450442628324, 3.49943518180894, 3.59595430649821, 3.59756025308922, 3.53965424947759, 3.59336400952331, 3.57806484616868, 3.60217927546025, 3.68935350463081, 3.72931261737346, 3.65439058365626, 3.72987587037706, 3.76673478137611, 3.76159669138062, 3.72803609236899, 3.72614804197317, 3.66141643927386, 3.54942258603759, 3.51039937319937, 3.50864371025227, 3.44730613202486, 3.33550646880346, 3.36488741964021, 3.32586242697077, 3.32816768152633, 3.20773714042663, 3.24755155028678, 3.20173982097263, 3.26192439604924, 3.26522442527805, 3.27584100493299, 3.29070379974235, 3.28538706735758, 3.31791516916494, 3.41360332799265, 3.42909426018895, 3.42265674180285, 3.4120491430153, 3.35239167306066, 3.36116010687453, 3.29069927518627, 3.23605578826869, 3.30677478299912, 3.23004004743844, 3.33659698651581, 3.37168302612556, 3.45993224710188, 3.48256671750596, 3.47316728031091, 3.5576468061926, 3.55865866736556, 3.53761819632445, 3.50861693670789, 3.48133606844675, 3.5037886707833, 3.52352621263428, 3.52674714655768, 3.43547363753021, 3.3796238130153, 3.26638118194867, 3.20537433769847, 3.29781903324305, 3.37391793834291, 3.33766005665424, 3.40004487783622, 3.39319058352268, 3.38417059755213, 3.4368344152721, 3.43037136094785, 3.49080560902556, 3.50547092186493, 3.4563354655197, 3.47665651937924, 3.47482261149907, 3.44902423893957, 3.43869023175606, 3.43916686210421, 3.470554998066, 3.47411489644169, 3.48455636623317, 3.4208223271508, 3.41144004516184, 3.40609532431938, 3.38808210373231, 3.36791600028333, 3.36843482451514, 3.36854895034148, 3.39232228589098, 3.46427945732436, 3.45331350763888, 3.44003082525964, 3.54557845209498, 3.52512776272321, 3.49740454753021, 3.52298138622409, 3.516079763736, 3.54012438144406, 3.57879610267536, 3.71860371342293, 3.78008770396869, 3.82722648139708, 3.84256519313646, 3.82267256210301, 3.82518795654493, 3.77363115427777, 3.81426588997043, 3.84583600625644, 3.91009734224122, 3.86005069289109, 3.84697804810699, 3.79828483674886, 3.78775486689088, 3.7983603945462, 3.8398781883874, 3.85485865947066, 3.82387028685046, 3.81940346550999, 3.77133648334564, 3.79169553628931, 3.82022486340521, 3.7576142774058, 3.79586769433114, 3.84261435322002, 3.87520904290568, 3.91911516605487, 3.87198353538031, 3.82733938176368, 3.89362560140528, 3.93003908086955, 3.91477140395736, 3.9446934145689, 4.03528803661252, 4.0446940545942, 4.02451034516449, 3.99544213388569, 3.93785511015078, 3.9481216849498, 3.97363507628447, 3.9822384655013, 3.99986935173397, 3.9923064625407, 4.01583828950709, 3.9744381127061, 3.96334621033869, 3.96137822709935, 4.02749548543931, 3.92452514709501, 4.03818642315975, 4.00316539000203, 4.05712838211231, 4.04386777098456, 4.02953515871848, 4.02303086287642, 3.90115532899471, 4.04498822409567, 4.05788166520565, 4.09138582295487, 4.06166363402484, 4.02553779355374, 4.09322413168602, 4.13272773013739, 4.18863887779643, 4.17287073311343, 4.1061119242379, 4.07573500523566, 4.15891213808307, 4.08042402663152, 4.1688809307504, 4.14435500401638, 4.06598935653091, 4.00912672713974, 4.02661720675808, 4.01228437446845, 3.88272831890839, 3.86432349023346, 3.94287035723488, 3.92574264098303, 4.00324713084965, 3.96907666134964, 4.00608037328114, 3.98870192766376, 4.03408952737062, 3.94164461322545, 3.9518263159366, 4.01966890047579, 3.97744568100839, 4.06029631116561, 4.04006661413432, 4.01196599339904, 3.95649509903703, 3.98492704691575, 3.92959991465709, 3.85895305361273, 3.84629015169258, 3.75914906825481, 3.7147892869523, 3.81227906047297, 3.81463516162416, 3.8574830560278, 3.77638584752667, 3.66757887029373, 3.71555709316385, 3.72045746290837, 3.80153920606331, 3.85371699184869, 3.74261727950755, 3.8027617225518, 3.75185297311209, 3.74747978394139, 3.76050357594733, 3.7263747584229, 3.68802405155942, 3.68861151232692, 3.70210232459241, 3.62223972352436, 3.710844098859, 3.77819149456416, 3.7616573325561, 3.67703869402566, 3.72827915804749, 3.82917510356335, 3.77329915346831, 3.78141843325705, 3.7085926472691, 3.6835976882268, 3.71502186370962, 3.6425431677196, 3.58771125661125, 3.57006233173238, 3.54293316453492, 3.5438297582134, 3.53798784346163, 3.43980923400924, 3.37582183345198, 3.38316475167641, 3.40656658818939, 3.47903774769544, 3.50838650782696, 3.5071709435974, 3.53746448838392, 3.48254515275631, 3.3682873715024, 3.35608450987988, 3.34138707812762, 3.30031994325642, 3.18809117805195, 3.11979676831679, 3.19440887859529, 3.13863821619171, 3.13752048828239, 3.12047183828637, 3.20479610741825, 3.21199966336551, 3.31336120137433, 3.36561347610673, 3.28823645407578, 3.2936517831933, 3.31655725757828, 3.28497978707408, 3.26569081396613, 3.26707238456842, 3.17067866869705, 3.06368733079623, 3.02774809684976, 3.04956368021501, 3.10600374132178, 2.9847336989075, 2.97391712580512, 2.92828326062012, 2.89855439231529, 2.9481015483872, 3.04882113218161, 3.03231200938654, 3.03473968197822, 2.94725242248389, 3.08496096135506, 3.08338944770415, 3.11892414217521, 3.14199436333154, 3.07902634566768, 3.0872187468062, 3.02139961971938, 3.02637389010629, 3.04183634059455, 2.99332996756781, 2.92458190749641, 2.92761034745055, 2.93262106122992, 2.93794870158781, 3.03452749864955, 3.00370376604494, 2.97557539208995, 2.92607723584081, 3.06263861566153, 3.02655530481975, 3.09323055085994, 3.03223014801916, 3.10231896281284, 3.11893013164242, 3.07800643292083, 3.09339729235884, 3.15007982405984, 3.19671876937829, 3.20792383488303, 3.18703333486198, 3.10451676807471, 3.0555473727989, 3.00015610406153, 3.03070162899358, 3.00931167856865, 3.03396580098044, 3.07247604643863, 3.11677187070284, 3.20865694635183, 3.18853898305395, 3.17255111883167, 3.1381152584802, 3.20416927198847, 3.18297784649579, 3.18014064971982, 3.1498546893703, 3.13702891343428, 3.15209212788703, 3.10516096352591, 3.15230148607026, 3.09369345360906, 3.13628682253572, 3.10214262429401, 3.05664936623349, 3.11440931669842, 3.11377225470648, 3.12449863293915, 3.19520466340074, 3.23381529757352, 3.22972289282714, 3.18218216216944, 3.19538860726933, 3.17664953431596, 3.21815791465844, 3.161972763996, 3.12758294682243, 3.27036455661446, 3.33725859733871, 3.28395396504057, 3.25852139122203, 3.25295588827846, 3.21558636051353, 3.25956395896221, 3.27205424101028, 3.35149440220558, 3.34609260530139, 3.39064747415306, 3.40781531559498, 3.33709693166717, 3.26710171201603, 3.27110344253547, 3.18245223525697, 3.13581343858814, 3.16975968571376, 3.20411540492228, 3.18122687604415, 3.18376553420708, 3.12513018092412, 3.11976919051064, 3.16475992425372, 3.22818387813699, 3.16518918509156, 3.14748338441631, 3.14002268708859, 3.14792676866017, 3.08472691130578, 3.09279711354385, 3.11853354789657, 3.19840655175304, 3.14104736813705, 3.16927550190469, 3.15349053501967, 3.06844225868875, 3.16679910666493, 3.11620362873309, 3.08176374857728, 3.06652359770639, 3.08155673178452, 3.08798736711053, 3.01215022785758, 2.97551802618636, 3.00735695537118, 2.96202678861503, 2.97282020957551, 2.97799271373954, 3.02467414493351, 3.05576701697097, 3.07359611524349, 3.1248031675623, 3.1411908385522, 3.10002912590918, 3.08292393461298, 3.04885156614977, 3.01117409167575, 3.07142521635669, 3.12163975543805, 3.13944149175802, 3.13973192925583, 3.13915772939878, 3.11348741779579, 3.13790565436547, 3.06994484770027, 3.01168200699588, 3.04488706210698, 3.00330387420282, 3.04182456413245, 3.04655527854196, 3.05790739934084, 3.04715670953639, 3.02303321784997, 3.1078381664424, 3.08841423649179, 3.21124917816555, 3.22363640358429, 3.22573395869697, 3.2544562353659, 3.29104225863888, 3.21133754793987, 3.20499781583814, 3.21471024396797, 3.15033888200057, 3.09428706884011, 3.06574179004229, 3.09264082864389, 3.06875231768427, 3.02312736126847, 2.94849910750246, 2.85977425243461, 2.89548757584235, 2.9353267565485, 2.87091970349298, 2.81856871761204, 2.82222362615596, 2.92402693353393, 3.01204208946507, 2.99421531800092, 2.95737430134861, 3.04981841565418, 3.12433434977799, 3.04196990905999, 2.98323143040496, 3.01963430187642, 3.01154555453263, 2.88304786746719, 2.88908491895282, 2.9690937933062, 2.97033700287803, 3.01493992678125, 2.97203334095479, 2.96694282017631, 3.01436568733131, 3.00704148724075, 3.00380464951642, 3.0129551335165, 2.96242331465819, 2.92134797178157, 2.89945245326778, 2.85047966429644, 2.90760337790308, 2.86370794584312, 2.85790598127369, 2.92559929580505, 2.90403738155433, 2.867756292999, 2.87858140993435, 2.88005108820686, 2.89006639803988, 2.84299716688584, 2.80882814111701, 2.83890518953627, 2.70683502105479, 2.76777768206353, 2.7817376810722, 2.70609824988693, 2.61108225477883, 2.56433049176605, 2.61825622938704, 2.63696265312885, 2.62386378470831, 2.635315041255, 2.69814327111694, 2.69245684161896, 2.68246599376846, 2.66517307670644, 2.65496567246632, 2.55639188505059, 2.54870737960925, 2.66358905353066, 2.65689201577797, 2.68969666649414, 2.67135734964817, 2.74611269191621, 2.78114815792547, 2.77716108244185, 2.75967719488579, 2.73692164075458, 2.69671507217167, 2.72400916586161, 2.73592976875217, 2.79025540408456, 2.76157466218338, 2.68562378904608, 2.58756797572763, 2.46659962891807, 2.50439801370439, 2.5038676016591, 2.53870519685761, 2.58302053951897, 2.55206164497893, 2.63368381337113, 2.73696011704835, 2.74484321108902, 2.73299526277461, 2.76331283535954, 2.80826476207528, 2.8748547310022, 2.91125634874616, 2.90506282470013, 2.92292621427823, 2.90291504190206, 2.85672004210208, 2.7828424174309, 2.71164864307302, 2.69180450765986, 2.71878077853435, 2.76827704248223, 2.77480034031301, 2.7628036965012, 2.67309376314812, 2.66077845246127, 2.61706038106202, 2.55086323516443, 2.49617019822349, 2.4752167070508, 2.45719480064288, 2.51488501060169, 2.62544790938805, 2.64955746256971, 2.64390970990768, 2.7323491713054, 2.76112540347554, 2.77328349371896, 2.83407755948959, 2.75501521272363, 2.77493198272831, 2.77481933039788, 2.82083149044614, 2.77973073432424, 2.75160412738563, 2.80411559066798, 2.8216079684119, 2.78266768366913, 2.74051482710546, 2.70207408238649, 2.71815966499686, 2.75617471674075, 2.69213638959225, 2.7231652327528, 2.74306984056976, 2.75459600455623, 2.76473446827258, 2.73310722931115, 2.62980603340394, 2.59663550296111, 2.52442124748125, 2.5277283280699, 2.44009997315134, 2.45190396534211, 2.56883800550732, 2.6276958207848, 2.67744461324286, 2.6669814776387, 2.63362281141502, 2.56236732310462, 2.5930955536461, 2.63173424639956, 2.67374639915066, 2.6413464356596, 2.62290634636833, 2.54842545901336, 2.54730246409646, 2.50094055003591, 2.43161452876946, 2.37365599094905, 2.36748444108662, 2.3784234496127, 2.42202089142476, 2.32401098706696, 2.40130410685514, 2.35615958387995, 2.37290819325749, 2.42210950731491, 2.37869742453589, 2.33103281359592, 2.34190079426547, 2.28202682357239, 2.26162857153288, 2.21385307467321, 2.22740347565077, 2.26305020648222, 2.31614041905388, 2.30033066115527, 2.29592945636793, 2.29194520675951, 2.28943546298034, 2.27898375031157, 2.24088490531793, 2.25036563343894, 2.22035927170173, 2.2186482097233, 2.21425387653508, 2.15070816720211, 2.20860934414782, 2.21814912620304, 2.20020476273849, 2.22579989788902, 2.17284628643117, 2.26691859224206, 2.29209531907996, 2.27767409032643, 2.3342741268492, 2.34265924767969, 2.31327480545582, 2.24316770834417, 2.24112986966589, 2.27217033086213, 2.28849565325932, 2.21865125877628, 2.23961826373391, 2.21189985205399, 2.21236146955773, 2.27472250931641, 2.29144945671424, 2.31786775138082, 2.27632417682222, 2.28750480090894, 2.21479850263403, 2.25770604926245, 2.21966099373686, 2.15913644162155, 2.11616329146323, 2.14868620869336, 2.1579535983337, 2.05576307739199, 1.94695750763571, 1.92714508415905, 1.88276974436054, 1.88485279017778, 1.85747524042027, 1.83578726398603, 1.85011807223149, 1.88286593838324, 1.86238033311477, 1.8855496122192, 1.79451256377805, 1.75755439255877, 1.7715721640685, 1.75279437454376, 1.78444099699492, 1.72688966182646, 1.76634135622185, 1.80545185089618, 1.81440816037859, 1.81100060823615, 1.8555442517335, 1.84440637778212, 1.85888971738333, 1.80251396112173, 1.76808834270705, 1.78739316910871, 1.75764249368051, 1.74153243370383, 1.79573243363417, 1.80426420547183, 1.82951207469032, 1.88021568679366, 1.86731146915868, 1.8514890178812, 1.90356256994443, 1.8187211142179, 1.8375285732456, 1.84279344146775, 1.92196791339386, 1.91305253610239, 1.92316914695805, 1.85937634242359, 1.84211244554648, 1.78699148184626, 1.81676326697891, 1.82086917998997, 1.80407599083521, 1.81711280515291, 1.88523095963533, 1.8521273661938, 1.87834013496626, 1.87994679995494, 1.82691052588931, 1.74658225275721, 1.80950887496887, 1.88669202429161, 1.9480166822684, 1.89892933065584, 1.88075439231213, 1.97774130287337, 2.01539797008681, 2.04838373914311, 2.14005302110688, 2.08366603324331, 2.059692617181, 2.03319459586957, 2.01237402251354, 1.9579091239158, 1.96256049683601, 1.95239187100277, 1.90591869332569, 1.99857393608293, 2.00163327064364, 1.88152102061348, 1.86537585166812, 1.73723167094537, 1.7251049279212, 1.74394712781239, 1.71625413547455, 1.71457170822013, 1.73123191422886, 1.71199772470466, 1.78091157335775, 1.87487451737465, 1.91553328178943, 1.96383123255848, 2.08068346367058, 2.07403929590705, 2.08274871454212, 2.00502718666179, 2.00187216217234, 1.97498073515976, 1.96793346483554, 1.97422762488926, 1.96756714432581, 1.95333582581328, 1.82926750082562, 1.8901532429459, 1.92167832873487, 1.83164710566436, 1.83327922067696, 1.90498466472144, 1.99400011496125, 2.11724917419339, 2.08949885640926, 2.13710646926636, 2.20786502858212, 2.16945476872558, 2.19861450892212, 2.21384276045363, 2.27786873797837, 2.29068004489681, 2.27835892315688, 2.3026610337353, 2.24938032414826, 2.28254937537079, 2.2643735453089, 2.28712752864597, 2.29864244838163, 2.31271126493432, 2.27652143529375, 2.27108560380928, 2.24929954296603, 2.27922954963123, 2.38003502166249, 2.40820885824361, 2.34739969197468, 2.28892117293641, 2.29020862657056, 2.34028712959684, 2.41116054586026, 2.35577525805008, 2.3609839237514, 2.36749340573785, 2.36196979812886, 2.29996935943963, 2.33123287476528, 2.23558319409602, 2.27000982436929, 2.19104178300597, 2.17414868018125, 2.16679207272033, 2.13311030103408, 2.10467891221485, 2.12822173680206, 2.19328857274709, 2.19512402917464, 2.16537928819111, 2.13211487341681, 2.16792342445401, 2.1447372172088, 2.06736520252705, 2.06956165871881, 2.11507306438787, 2.13814333486374, 2.22362783728083, 2.34704672177397, 2.37829499158725, 2.36934887103435, 2.43284325156349, 2.47017389164062, 2.57617962444274, 2.59351161658434, 2.58528820576907, 2.62738920813935, 2.6384505380611, 2.65870167529152, 2.72597299567675, 2.66245938581607, 2.63259946356763, 2.59670368529359, 2.55097938894475, 2.5538472389563, 2.53007779610946, 2.56427441913853, 2.62867725227212, 2.59456727941942, 2.61521832414737, 2.6309958933418, 2.58433383020781, 2.59713462210146, 2.55788383457749, 2.50470347561271, 2.41310692237718, 2.49879333699064, 2.4924707176521, 2.47578652880539, 2.54739425335335, 2.65402581052376, 2.61790787516779, 2.55714491823266, 2.55324055513884, 2.48061013451561, 2.44956039899257, 2.44444877257955, 2.41822404447818, 2.50245369398594, 2.51413389043714, 2.52027769504632, 2.60387971230834, 2.67940458776886, 2.66355813172679, 2.66416009045056, 2.61608991932351, 2.58174206379446, 2.50943134675575, 2.54212076577733, 2.53073641602554, 2.55887841595727, 2.54830129545222, 2.47516718887542, 2.42212730775068, 2.45943189420318, 2.42118715633009, 2.35000839437533, 2.26902820275058, 2.23932058603129, 2.25657174293609, 2.23923192464542, 2.21268789809098, 2.20935466778265, 2.21332912104307, 2.26037863285941, 2.26361396667362, 2.25708867322807, 2.23859502073503, 2.18823996182596, 2.1819547942018, 2.11427766827597, 2.18755410403021, 2.19774346783956, 2.10174297712131, 2.03804530951809, 2.07314712645132, 1.9588788370184, 1.99316463731287, 2.00826606081716, 1.97241901151415, 1.94346131454796, 1.8784499834588, 1.81927712896858, 1.80048702398296, 1.72712911555701, 1.71236207968083, 1.68420476213284, 1.69186776358843, 1.71706282288333, 1.72998666831225, 1.76072154272266, 1.76872625643275, 1.73670293185644, 1.72500599662497, 1.79295001376211, 1.87279379763855, 1.89568680357962, 1.84355063693064, 1.8600500307859, 1.92101959093656, 1.86598198452505, 1.9217314586968, 1.8448532754996, 1.83468759516527, 1.90176289421052, 1.90352229130615, 1.93758955446361, 1.93175997542282, 1.89244457136546, 1.95833398857134, 1.97586215088851, 1.95143396081904, 1.88850040393043, 1.9041489833765, 1.88441346130924, 1.92054813096327, 1.97054301197183, 2.06315468565198, 2.06348170907117, 2.07149276508583, 2.05170534363077, 2.01623031028924, 1.89806214941008, 1.83784255430445, 1.86970104424522, 1.95203386109599, 1.88264938714071, 1.91998270999471, 1.89838569352967, 1.93794511299863, 2.025118494654, 1.97714414385903, 1.87310424585369, 1.8582222999501, 1.89276829923452, 1.94027575361551, 1.96467085948356, 1.95802244440403, 2.11139748519847, 2.15936151284568, 2.14017646548022, 2.14895908438168, 2.18924388754294, 2.2120710318096, 2.21082248411409, 2.22037904670981, 2.24433572776722, 2.21482680672367, 2.20214260058505, 2.24192686320442, 2.22082964548865, 2.25251639109459, 2.19681996285188, 2.2422974574598, 2.30574876166904, 2.28297417274171, 2.2037695184654, 2.21898174567052, 2.23122069643963, 2.15347020988346, 2.18334384088787, 2.08165736284029, 2.04335264142378, 2.12578467861105, 2.16487774137791, 2.17022950495429, 2.02827795842123, 2.03248033852528, 1.97905575223743, 1.98113176389339, 1.98749194411835, 2.01026005143221, 1.99506290871972, 1.98743127819237, 1.96305925106529, 1.96934217900778, 1.93676627791681, 1.96701790562372, 1.91923250299815, 1.85373765856574, 1.84941901897343, 1.82657046759671, 1.84904954639375, 1.77261736569922, 1.78568257140248, 1.83463251799235, 1.78995423601204, 1.82877919749859, 1.87013414229455, 1.89963543023353, 1.84471453956602, 1.82904815754427, 1.84526548289431, 1.7733181796826, 1.73100000564274, 1.75520020251354, 1.80888457731425, 1.82523827079838, 1.80039537230367, 1.76865518138824, 1.86491915843909, 1.84791392379708, 1.88251480302678, 1.82605275778749, 1.77576521529045, 1.75574109917497, 1.77364260269802, 1.81686942792881, 1.8172923600393, 1.84085193954939, 1.83591918273904, 1.85310105799575, 1.78112041077421, 1.78391824979805, 1.77359175935379, 1.76439659694143, 1.73331604656287, 1.81971463576106, 1.77772597296805, 1.76369654946983, 1.72183182351638, 1.70809008588755, 1.73170732068569, 1.62042292559341, 1.61124333858427, 1.59653585457113, 1.53933595559051, 1.53119576720454, 1.54458395444866, 1.55742402433052, 1.53224518810736, 1.64792930801595, 1.63150543817355, 1.55147085105798, 1.52392623854684, 1.57191828372603, 1.53429512352031, 1.53091034927688, 1.51100375178353, 1.47673144854864, 1.54269293340863, 1.45001720239108, 1.44897494883376, 1.44042407042851, 1.5121016488077, 1.5091390418402, 1.56086481442567, 1.57268724875849, 1.53087602499485, 1.54987452955312, 1.49464451444624, 1.43528452613164, 1.49597565557418, 1.50654461292146, 1.42731606240912, 1.39671240774766, 1.42713213927791, 1.44105506561293, 1.41882810427987, 1.37149414117153, 1.35810517776287, 1.40344744680101, 1.37510665321728, 1.4231458808261, 1.45581140190439, 1.44281032083833, 1.35177119964873, 1.31049948063062, 1.34314352047274, 1.43394965168144, 1.47551189467984, 1.42616634684796, 1.43796492927946, 1.41841129779325, 1.39026908946664, 1.33542198957389, 1.29709919590422, 1.33915988031441, 1.43319456553755, 1.46535474123833, 1.40660680715036, 1.37125358155111, 1.47669702530246, 1.45357767020005, 1.41421775536201, 1.3912729667068, 1.51088511794033, 1.52867726561885, 1.51421176764899, 1.56865988308268, 1.49890628229256, 1.49301592468134, 1.52808219135464, 1.47204044870108, 1.44777075294308, 1.46889931650988, 1.39938321377736, 1.29822928062145, 1.28369087682031, 1.385482595275, 1.34567197006431, 1.27655538269182, 1.27042484777263, 1.33206305570323, 1.2850051296304, 1.31585763323825, 1.30174404198021, 1.20337880352523, 1.20036632716723, 1.21747185624363, 1.20646887771572, 1.21280494695493, 1.1694305772675, 1.13465198026702, 1.12782728390897, 1.19393408468374, 1.12644762621503, 1.08713676550977, 1.08495943742973, 1.0231932820776, 0.956263796791305, 0.941836656688613, 0.916957265801276, 0.944676302002663, 0.925215279958601, 0.851485198829805, 0.974330252433948, 0.949956695295289, 1.06949210507206, 1.02274033028675, 1.04969843672487, 1.01739398560782, 1.07072636147584, 1.03947440859183, 1.03866539561366, 1.06572272690463, 1.04900121260193, 1.013259206376, 1.00303547461245, 0.910126666817598, 0.899938104703796, 0.873841979817739, 0.874941459329512, 0.794160918892429, 0.825217896141174, 0.822048525071199, 0.768308952180071, 0.832087575322075, 0.825091067768367, 0.739050226877809, 0.816521713805379, 0.787612130104118, 0.797278505908376, 0.878364200575478, 0.910879713965306, 0.913928159998811, 0.927126286137, 0.901216864092567, 0.945960374824808, 0.956418714951394, 0.925111486040767, 0.898340950781727, 0.924976669063565, 0.877616345429915, 0.913352364716301, 0.955233153003509, 0.906566490238382, 0.9667169032577, 0.949151403267336, 1.02211222209779, 1.04356786453616, 0.969636532437896, 1.00545444925378, 0.965088085127329, 0.942352756200243, 0.961373847275833, 1.01360272054184, 0.989717679985378, 0.996034651056755, 0.918271720555837, 0.812427642461715, 0.718449096873783, 0.678156650088696, 0.729353252817778, 0.682475352776529, 0.633898053036973, 0.619330185604059, 0.564584446961718, 0.594137715097788, 0.604196693055743, 0.638811613778301, 0.592155963794192, 0.587572142330677, 0.588040874958396, 0.608600567515852, 0.614556065279467, 0.577939046394342, 0.614596395441635, 0.632818631246039, 0.626889487294576, 0.605566809809993, 0.644794558459417, 0.732098273106088, 0.805587163728433, 0.782413201745796, 0.776972272394861, 0.753308635787522, 0.762085374765608, 0.745418103478259, 0.828752565801165, 0.811422145031334, 0.789315175925707, 0.783525177642588, 0.774146162589837, 0.808412837965681, 0.835144315927021, 0.756177131417503, 0.723182730238578, 0.70159778990935, 0.748781798454643, 0.747754092365137, 0.772733577035476, 0.768813417044997, 0.746845833214075, 0.780075361149683, 0.896738763733804, 0.897090279863392, 0.726989089645596, 0.679094785327959, 0.667770125763856, 0.589938795329151, 0.605785317535497, 0.576577928409263, 0.611425811713471, 0.658651957015719, 0.567921422907065, 0.59610149304453, 0.644741842492706, 0.610717663281766, 0.564390980925155, 0.467592934188236, 0.515770029322932, 0.619954301980326, 0.614132411282655, 0.669467141242808, 0.730854282836503, 0.735918970441657, 0.737927563039896, 0.840534962501317, 0.818172685641289, 0.759092051626878, 0.82102821569494, 0.791116531161179, 0.717331046315809, 0.700522804306221, 0.658420756026155, 0.608708707797105, 0.722255902602022, 0.722765300620353, 0.750675919417402, 0.645231563062096, 0.650394871554294, 0.560387482608324, 0.584062589834139, 0.620314322863869, 0.598971051551414, 0.572132398811472, 0.638325415396489, 0.583757758846577, 0.599226814193977, 0.623835512844417, 0.660787544799901, 0.65489123709397, 0.662823288775647, 0.614071309233792, 0.661096278619965, 0.631614334435369, 0.58037513666292, 0.562019317185365, 0.524145671988272, 0.578112115374513, 0.545865906722879, -1.99949260535292, -1.92138569933401, -1.90074339706094, -1.96018650665511, -1.92445901005012, -1.89520520135701, -1.95780325980296, -2.05178158725742, -2.05117743388584, -2.08658287859972, -2.06757805454506, -2.06426263980587, -1.97725680465866, -1.89577809903057, -1.86803759540747, -1.90137649404582, -1.97330415634547, -1.99991027527497, -2.06082108486328, -2.01854396157545, -2.05143378917709, -2.03817377899299, -2.00747129505293, -1.9535903699659, -1.90308559956047, -1.90941635512248, -1.90202470423258, -1.92664875275665, -1.92135708163188, -2.00271360134314, -2.07555496017968, -2.05076751018837, -2.04774372036644, -2.03814258210471, -2.0960868228009, -2.08177708336761, -1.96291380206205, -1.89732037656019, -1.92394191990694, -1.97067657990767, -1.89615389444573, -1.88477583110424, -1.91219552722571, -1.99585530684171, -2.01921140830641, -2.0725783356694, -2.15274167917136, -2.11998400999207, -2.0827110897841, -2.05658643006089, -2.04483318423261, -2.08903027984184, -2.06884033039555, -2.03032024653504, -2.02043234080235, -1.91403414150936, -1.9484838894892, -1.91592555559349, -2.00304613719322, -1.86842408599599, -1.9089395764348, -1.97264958693647, -2.01952924992516, -2.00720945299428, -2.05873740886162, -2.08537666812021, -2.07335753519125, -2.08554475848849, -2.08261243237153, -2.12903150328164, -2.15557143699482, -2.1799390872932, -2.09815162244525, -2.11542682035675, -2.14783112539189, -2.11352228305329, -2.07160481029972, -2.06988061982312, -2.02192393079332, -2.05760210991756, -1.98989848893103, -2.0307733471409, -1.99233293325566, -2.02781521612232, -1.96223163967772, -1.9632369706442, -2.01564520893579, -2.03763248651511, -2.02376674848675, -2.02246859588597, -2.10625257367248, -2.04106960153862, -2.04604499945262, -2.1331113611099, -2.10120980651877, -2.12512243943417, -2.09142514575901, -2.05902594654528, -2.14452651268661, -2.11458235531438, -2.14146038991513, -2.16136053931529, -2.16068454499908, -2.14874228188792, -2.15440820023648, -2.11759675632693, -2.18624696194616, -2.21365970118287, -2.20041956408887, -2.19798692022255, -2.12587285882179, -2.12445866012816, -2.06549612054266, -2.14896969515909, -2.15165216933909, -2.14800621831959, -2.20076620783357, -2.12182488467831, -2.15260788244572, -2.12695235445593, -2.0765340574426, -1.9825273314089, -1.95758104982903, -1.97861259047462, -2.10430780266833, -2.10066536632362, -2.1193310609875, -2.07648417422409, -2.0009843165854, -2.08210803229224, -2.07509669754629, -2.12381113856217, -2.06874564150826, -2.06847259025398, -2.04403273737171, -2.06092810716646, -1.9892482780947, -2.05875549552169, -2.00324353103315, -1.8987242870033, -1.86017074997286, -1.86919994550734, -1.88816778409236, -1.89634687842262, -1.89236774578669, -1.87349119542356, -1.79444867992113, -1.77399294573605, -1.75917577716976, -1.73734213501293, -1.67508067851683, -1.61808310027269, -1.64649389057832, -1.64069293538666, -1.65462386103872, -1.69322132346078, -1.71595926111052, -1.7128242119811, -1.80080567733165, -1.79514846843271, -1.88238150927673, -1.88266707150076, -1.91862850388857, -1.94983682687029, -1.98812891826234, -2.03110267804841, -1.9833222918031, -2.00651056681725, -2.0039379736605, -1.95440057376748, -1.94602223842314, -1.9412203671936, -1.9940737930978, -1.95578639521718, -1.8871125292961, -1.86190614321885, -1.88203663494585, -1.8466802039363, -1.9739630751251, -2.00640495068569, -2.00245827973166, -1.89894876977705, -1.9567360105705, -1.99322208464284, -2.01859765563562, -2.04346732522042, -2.03226823757351, -2.0116838924911, -2.03754675873903, -2.03260517995136, -2.02689540891595, -2.07591662264643, -2.14772054336084, -2.13650567910933, -2.14192338591623, -2.1482173760267, -2.06804520882769, -2.01697415728564, -1.99252162110098, -2.0627127134729, -2.11045091427156, -2.03762073117534, -1.97452237380432, -2.04996364578213, -2.00858691351732, -2.04898106346115, -1.97266513925258, -1.98018747739125, -1.95424126452956, -1.88669968309908, -1.82946785370311, -1.8336565986052, -1.77485872870282, -1.80661650081626, -1.7910547758792, -1.81819207302059, -1.79800210908378, -1.8638709281054, -1.83395316738742, -1.7720524823499, -1.70814503635499, -1.71485322881366, -1.59685991727885, -1.62512959877319, -1.60797490955255, -1.67412735678293, -1.65594577004493, -1.64338097827193, -1.71700528218718, -1.71506560601011, -1.69910214214144, -1.6744796978463, -1.66463183964599, -1.7010668303499, -1.76963195450399, -1.69573329975146, -1.71163308264007, -1.64965102464704, -1.74929398271112, -1.64824510994244, -1.70214772128824, -1.7160141464409, -1.67593849875023, -1.66327441554312, -1.69929357499071, -1.81721433991703, -1.81518396199287, -1.85938202846893, -2.00766795795972, -2.02812003166298, -2.00771722725961, -2.03959705586129, -2.04100945827144, -2.02132365707149, -2.10909395124896, -2.04599976669825, -2.0497886035199, -1.91031644250877, -1.84862280426581, -1.75665523621924, -1.77137847943713, -1.79974066471326, -1.77769198604582, -1.76775356922076, -1.83960538386607, -1.79341655483794, -1.76361174085805, -1.74462150653106, -1.74619352548065, -1.78109331746883, -1.82808909733932, -1.87618484216929, -1.99392913509161, -1.89799437756699, -1.84490296350668, -1.89256958763418, -1.89888071237606, -1.91381144127522, -1.92685852197121, -1.93825171393533, -1.90386460447579, -1.91192478867171, -1.89799892816682, -1.86095532311828, -1.83757882326951, -1.84351313786144, -1.82321049904293, -1.94281872771665, -1.96808504183031, -1.89371115135783, -1.87822630257109, -1.80607765007236, -1.82238455380612, -1.87306657793211, -1.92012052693043, -1.91763803976533, -1.98355454227852, -1.92367229506025, -1.9101002400481, -1.92686447813548, -1.86414401097726, -1.85209433352813, -1.86697148688341, -1.95325776256458, -2.02244142100984, -2.04836694520232, -2.0703319915625, -2.0583833271573, -2.12154594708026, -2.20549695321547, -2.24092924778276, -2.16988701577575, -2.20484638610462, -2.19571089384983, -2.20041912396306, -2.23485213289558, -2.28571012368979, -2.32044364231337, -2.37772061686357, -2.3347796741874, -2.33567039605807, -2.32840502451027, -2.33217355735693, -2.34390121355361, -2.33431564281448, -2.33023337785934, -2.3509518589873, -2.29089207514846, -2.23984597294496, -2.25514791839725, -2.25407497824147, -2.25571717462404, -2.23254986945619, -2.18013697825962, -2.23518891002493, -2.25046453013657, -2.3234448326496, -2.34722187126575, -2.33239254336282, -2.34418177918882, -2.39177243867186, -2.39215862828847, -2.41781873534919, -2.42414808736913, -2.4428668285114, -2.47579289367822, -2.41477688158935, -2.51903969885535, -2.52026948161494, -2.50236259184225, -2.52381585363702, -2.53063881372719, -2.52895628711905, -2.52451747545647, -2.52534380812342, -2.59876677652031, -2.50834744485803, -2.50035767823644, -2.51783631675969, -2.5678985288573, -2.52134137967999, -2.51171991521124, -2.48718711881948, -2.47257373688429, -2.42165212256366, -2.39813233068242, -2.39933616375089, -2.40210130029669, -2.36322286474764, -2.35310741384099, -2.37487905748824, -2.34014995900082, -2.35831550234874, -2.4271997476403, -2.31605145311227, -2.32649391955961, -2.34351633116762, -2.24970861217123, -2.17084202259971, -2.2648083126908, -2.2771626062275, -2.39421908215626, -2.42305631038112, -2.43263088762079, -2.44311422631302, -2.50806735199947, -2.53020646824051, -2.53912293274964, -2.58699032983192, -2.60016399514696, -2.65833458310383, -2.79769102101625, -2.80437978201129, -2.81245568968506, -2.89117330493988, -2.86516282013605, -2.81516301722873, -2.80407909667831, -2.78704220800969, -2.79296578937652, -2.80738611818433, -2.78451201366601, -2.81280714537892, -2.7717205408381, -2.78754984092332, -2.75452466421844, -2.64973001263743, -2.64954425546193, -2.68301445012656, -2.63456950278067, -2.6601446978452, -2.62805239301119, -2.65485741997137, -2.65417113442878, -2.64474438667798, -2.66381749027708, -2.5768037117693, -2.59220581664521, -2.59233913014081, -2.55837195673523, -2.52291958889495, -2.51625014934037, -2.52328359907102, -2.47253854658128, -2.45506808950303, -2.40514476442922, -2.42825748621366, -2.32296712166115, -2.24099467079765, -2.28717658932709, -2.30267683816148, -2.33895305261124, -2.27497105479659, -2.25951653819214, -2.25027207177167, -2.28884599538023, -2.20055513154439, -2.14208528199152, -2.12112310391907, -2.03626237567691, -2.02809540049784, -2.04785044286463, -2.17407490312582, -2.22050178337734, -2.30846432207028, -2.42567408857175, -2.55646864585271, -2.58492122762712, -2.56748243831892, -2.61188337193858, -2.6008638246768, -2.65663662954944, -2.5930835233001, -2.65574873554184, -2.60099659190498, -2.61210178897613, -2.67707190839332, -2.65215276602098, -2.5811647175846, -2.59238018114942, -2.56354387846239, -2.56356623014506, -2.5523233534276, -2.5672978718861, -2.59126310757546, -2.63479947752942, -2.63205305854481, -2.67777811036488, -2.6541626875331, -2.65789283265869, -2.76666825144722, -2.91637043456629, -3.00652509979425, -3.06722360965384, -3.09517534627756, -3.07617499321109, -3.14082010510428, -3.24406306194312, -3.22906367581037, -3.21949717884842, -3.2580224992183, -3.24662467352689, -3.26400250102013, -3.18304912281272, -3.19236985353089, -3.24821471284246, -3.2058907933595, -3.16196058887918, -3.11793462151591, -3.0789710913555, -3.14811437788185, -3.13031148023187, -3.19065949326469, -3.19070598938002, -3.18984964302434, -3.19035479305993, -3.22766978189601, -3.26155913499693, -3.29807268414788, -3.23802065511619, -3.30852415212373, -3.39458740061107, -3.3613151547731, -3.3828554906605, -3.39930742660181, -3.32114195331721, -3.45093563004991, -3.49805911428297, -3.50064019006701, -3.46869246276219, -3.41723534579017, -3.34818622683, -3.33550422690209, -3.30726053066763, -3.27886847118131, -3.21471705909309, -3.20732941916617, -3.18110246080577, -3.18012178829105, -3.15085156806017, -3.10159971970339, -3.10178433655069, -3.13085320538568, -3.18501032016831, -3.24793295321335, -3.30414430646382, -3.30540677764693, -3.3685320229936, -3.51185997964909, -3.42968003229483, -3.37554866049501, -3.37518601808061, -3.35890700410715, -3.35480652556513, -3.33977872952538, -3.34998120709775, -3.31489567840149, -3.2814264245874, -3.18055595024406, -3.14372801138733, -3.02638011014616, -2.98420510557127, -2.89831968583163, -2.87478120666406, -2.86955933137025, -2.84937834419655, -2.77461615109232, -2.74705163278888, -2.70527001081817, -2.80890504329743, -2.82354145670548, -2.80469967892229, -2.81993272570821, -2.8048336411509, -2.75294177092131, -2.71446027238107, -2.71221356763007, -2.67280349098086, -2.66950850713859, -2.59813781073796, -2.65372502161348, -2.54677386261316, -2.62418608376675, -2.65645161571494, -2.63344953200887, -2.53217792432486, -2.54560523688042, -2.51788459921988, -2.54784209592852, -2.48775998966123, -2.5582771721564, -2.5308922990265, -2.45924678870114, -2.40827804421512, -2.3603817336629, -2.34888531740767, -2.39608744843775, -2.32752724380185, -2.36629370300649, -2.32285180366606, -2.35986420473258, -2.36580844128057, -2.40014641769595, -2.48647134272894, -2.4732630735728, -2.42118465641528, -2.40034138467372, -2.38288229338577, -2.41742475630792, -2.33319960800873, -2.37298142465445, -2.31195695153372, -2.23001074124127, -2.18068049634062, -2.26037224999993, -2.26254962727375, -2.26475083770296, -2.19874432604761, -2.23117432480728, -2.21446332568893, -2.21562672082906, -2.21601427317127, -2.20462414401095, -2.19852690403377, -2.15627926075309, -2.1818362995572, -2.0835839917615, -2.02216835443924, -2.02165573572188, -2.07088836526541, -2.07225670195239, -2.07042006594384, -2.04575921656253, -2.04867411377217, -2.11190371447663, -2.03002241545197, -2.0628445732349, -2.11006037627569, -2.20873566569261, -2.28093490283348, -2.33886710791461, -2.34572312686833, -2.27297487957045, -2.28192437551714, -2.26539478971034, -2.26845625597687, -2.17622758910218, -2.16858599335349, -2.14141312658375, -2.1342643796739, -2.18557950874749, -2.17992039577757, -2.20179303039186, -2.13399056634365, -2.17174551076459, -2.16646657572783, -2.13208025988256, -2.11604830435996, -2.14237736665568, -2.16128256888401, -2.10301530813411, -2.12648480215608, -2.10328348338066, -2.05407817257399, -2.0367140574908, -2.11801327902511, -2.07694292089993, -1.99576108442552, -1.97730517821028, -1.96494158138608, -1.9377871885217, -1.99795778956222, -2.00677180815697, -2.03070931713216, -1.93771667807576, -1.86738344460087, -1.82471598674347, -1.84927321854078, -1.82185419755849, -1.90259908222714, -1.85413925270081, -1.82554252581852, -1.80065393756238, -1.8084381190746, -1.75985274957662, -1.67600196163055, -1.75863651002467, -1.74574045153321, -1.71683252862153, -1.77161494388547, -1.72145801074338, -1.64127199286548, -1.56637569050908, -1.54690847067824, -1.46108785967394, -1.44088202795816, -1.45400486819098, -1.46534807538176, -1.4281201879958, -1.37496443141162, -1.42761281754229, -1.40596789601723, -1.42991000985878, -1.41509962929868, -1.46126961931802, -1.49963804554655, -1.49713506853358, -1.57086859926334, -1.60282176367569, -1.76504741523088, -1.76999441825359, -1.67724798951335, -1.72820157331344, -1.72130906721478, -1.76156985249265, -1.73776017784824, -1.71576862898761, -1.69624424563707, -1.6855414209155, -1.63869443549921, -1.71695425704586, -1.72987655134493, -1.73455976028568, -1.8075950321086, -1.79523966964473, -1.77180732148357, -1.78660414926074, -1.8076702269419, -1.72221208558792, -1.6710763066923, -1.75645150668745, -1.77212021972126, -1.78553784555312, -1.77438124158908, -1.77488372803066, -1.75874454211283, -1.76058989425557, -1.71536567790399, -1.65979628826119, -1.77087169659456, -1.69120772995949, -1.73039774121497, -1.84145247489426, -1.77673129954817, -1.78217377451342, -1.71258881952116, -1.73038006956159, -1.67984751689331, -1.76760768018351, -1.7397576451889, -1.79931651406497, -1.75148545450068, -1.76016327992149, -1.73140013887848, -1.7269579168444, -1.78984895048464, -1.78046485334856, -1.77134627175056, -1.82337530215861, -1.84373434827761, -1.83983405450687, -1.69977887067281, -1.70778109818906, -1.79059090920645, -1.78737842013054, -1.79914947804253, -1.82332185867993, -1.78749623702529, -1.77011793168692, -1.75843499675862, -1.72115692281026, -1.74726550302157, -1.73537154682239, -1.64792307447389, -1.6245758704191, -1.72618593496836, -1.68791698426731, -1.78425874128757, -1.87730854728263, -1.90142889238616, -1.84376465879014, -1.85176006620609, -1.84681251688309, -1.87858928462931, -1.91688268694192, -1.85078824623465, -1.88359576637317, -1.89465725579728, -1.9577795015883, -1.95367162973393, -1.96119110312778, -1.91005613002912, -1.97385726928322, -2.01250027641042, -1.96241555691905, -2.01222391182191, -1.99270375014961, -1.94082657580624, -1.90121104577739, -2.00897153173839, -1.94076703934762, -2.00958337691508, -1.95536575679469, -1.90591069421725, -1.98757114215368, -2.00434528658887, -1.9651148955599, -2.04460941265692, -2.05692970787584, -2.11170959087604, -2.01888000637871, -1.98995827278531, -1.91551792952576, -1.94980710523249, -1.823476191715, -1.86136806100026, -1.81866913517308, -1.84624203839532, -1.92875404582481, -1.85800440179456, -1.87446737408843, -1.91286111750413, -1.91744067193999, -1.94868009061352, -1.92216909003449, -1.83934463405296, -1.90160514006994, -1.98243916977788, -1.97424048536628, -1.9514911679459, -1.97115467095861, -2.01224980891926, -1.99368052491098, -1.95462849359387, -1.98898328623355, -2.04053726061546, -2.01084795365521, -2.04493990214075, -2.03616168232702, -2.01613712677837, -1.9914641653809, -2.01440458419803, -2.0199422173493, -2.0495315531923, -2.12079548877364, -2.14904305516996, -2.10273407397127, -2.09052182977279, -2.103928117653, -2.10855729224562, -2.04331610677215, -1.96023783890049, -1.95090087035987, -1.96429585537804, -1.89037377123774, -1.91470006715316, -1.9075911253936, -1.94189310333253, -1.99245193565693, -2.04846565708954, -2.01375265058515, -1.98926298160451, -2.03099925588845, -2.06573902549902, -2.03690974379584, -2.05174226020129, -2.06696571740363, -2.03429608289373, -2.0313995596849, -1.99984171208664, -2.07150497808337, -2.05668424162408, -2.03850356922241, -2.00742019832719, -2.02167653307306, -1.92524440786132, -1.85050630274655, -1.86833544776357, -1.89975716573496, -1.84286028962197, -1.86453488677789, -1.85041175178224, -1.87879157143114, -1.89003081610783, -1.90637524535942, -1.85154823412718, -1.93087245150964, -1.99285756871586, -1.97566523737567, -1.92973666330177, -1.92918618373362, -1.91481080499024, -1.8290232431087, -1.81545370149171, -1.74716304628163, -1.7911168128277, -1.758885080939, -1.81456208770085, -1.80299153811743, -1.81607965550122, -1.83405892326808, -1.78350051758314, -1.78422430420049, -1.81618323519695, -1.71627533792955, -1.61108394201364, -1.65854454990719, -1.60837335434284, -1.57011610026979, -1.55267082574544, -1.53234153143111, -1.47371749352689, -1.39795330294055, -1.4690718227695, -1.47587720916014, -1.47823206425084, -1.38478477534523, -1.34974271237341, -1.39826045096533, -1.36805039935767, -1.45571322978406, -1.4270922563958, -1.39892455732503, -1.30833369568536, -1.30888480912988, -1.277130109305, -1.26347933375741, -1.29713879035967, -1.32351754148601, -1.38001041858161, -1.35100518249242, -1.33824256700812, -1.37700196271516, -1.43225309626701, -1.47533828469367, -1.4964366110998, -1.61438670432027, -1.61306311682289, -1.56781289609492, -1.566168971659, -1.5099422927731, -1.52655948869815, -1.51925312520813, -1.55091376407474, -1.63731860099355, -1.62138012398063, -1.59550460463426, -1.57685134987299, -1.64498746902337, -1.67578587398045, -1.72819745139459, -1.76664097146254, -1.77803821480611, -1.8124119071417, -1.77437446891506, -1.7901808480805, -1.82590005217568, -1.86132022502559, -1.82222953484227, -1.85907313924999, -1.85356821359698, -1.8396137766923, -1.88923630423809, -1.82391940001906, -1.84642705822502, -1.81682439443253, -1.90868936496716, -1.9490719719383, -1.87714641326335, -1.92125463085335, -1.84920667001195, -1.83951078090533, -1.86350285097846, -1.86428368689626, -1.9191474308141, -1.94408935847986, -1.89514496903617, -1.94804491510674, -1.92293979504843, -1.94565497146574, -1.94479567598882, -1.99211325726801, -1.95129223688701, -1.89919670298442, -1.89318234547134, -1.87606079538677, -1.93828267177875, -1.86398868628058, -1.85855043471953, -1.80806281820534, -1.71829999181513, -1.77927125864053, -1.83567788605245, -1.79607062883246, -1.75059576387979, -1.81110964910616, -1.81685656559666, -1.78166309026456, -1.76358670633088, -1.78131487506689, -1.832535814208, -1.7404982675868, -1.86279396095262, -1.92364921930219, -1.88819350564842, -1.81880688353314, -1.78284968961592, -1.74626626506558, -1.76595116394551, -1.76024620821534, -1.66937727151144, -1.59744389985403, -1.53727859104593, -1.55607844135975, -1.66295097537688, -1.73906621365744, -1.6377854562063, -1.65893975186945, -1.66792730051378, -1.66478329675948, -1.72229193321598, -1.72915409426344, -1.75012927743407, -1.71200380336043, -1.71116720629695, -1.77285154986375, -1.7938790196414, -1.84885618741881, -1.80324160564145, -1.80945197678707, -1.76452316196274, -1.755925854754, -1.77168990903823, -1.87857788925693, -1.84194039492834, -1.83947518687811, -1.84860720958512, -1.8612653330136, -1.85812665834539, -1.8196484917301, -1.8036909414329, -1.87406249109618, -1.85412284169293, -1.81408490026412, -1.7908938765622, -1.7440501664399, -1.83546680903725, -1.84095373822889, -1.80816939330998, -1.80438378006021, -1.79639816802909, -1.7658791959769, -1.7187010817646, -1.76376154768764, -1.79845013736071, -1.82804504013699, -1.79111253933327, -1.79412374541308, -1.75877633952845, -1.76741228072642, -1.80904820044818, -1.72409570672956, -1.62600109748091, -1.62660898651038, -1.6903761009441, -1.61115529895633, -1.61516220402289, -1.59133204189227, -1.66485951760069, -1.57826489212529, -1.49381181793092, -1.48532156304574, -1.51516023724035, -1.62560377680262, -1.6446397197276, -1.60789960202798, -1.56946341863631, -1.60023328185126, -1.51840033407065, -1.49065393836475, -1.48880638108445, -1.49867549883039, -1.52685611580224, -1.54716623734047, -1.53482371348564, -1.53734856195026, -1.460629179894, -1.46202475106191, -1.49854047925816, -1.59435801389917, -1.53510637793728, -1.54959444974358, -1.61983256840459, -1.66380420214369, -1.53665480170189, -1.60092156335728, -1.58631138035964, -1.67844479515642, -1.69049592485962, -1.67445895688158, -1.68656502315328, -1.68616404124723, -1.69793050203217, -1.65204159925995, -1.6558799320577, -1.57528162585132, -1.53829513441618, -1.5432267283169, -1.48808541042313, -1.48622755152082, -1.46984787911381, -1.48312667653953, -1.63368243754463, -1.65831568468717, -1.73274213619655, -1.7317448891873, -1.72506680089109, -1.70466909485356, -1.69121719784528, -1.58077325926729, -1.57963169667615, -1.54496547281054, -1.54157367851588, -1.44998025532186, -1.4132242920186, -1.35735946525015, -1.45840387868075, -1.43184439197132, -1.47210011417588, -1.42610669791105, -1.43346314713794, -1.39928064894945, -1.3773755321283, -1.47610962082353, -1.5232628888298, -1.5497299136467, -1.50893891615535, -1.52743764749486, -1.53702447145697, -1.52035706768497, -1.52450892488369, -1.58088874012419, -1.49137049243152, -1.52543355166195, -1.52800184232991, -1.55061680750403, -1.58673113606753, -1.61544037405312, -1.6261539616621, -1.68451354374714, -1.59120775367266, -1.6043970113229, -1.67406377126809, -1.6235994794184, -1.63016092972761, -1.6612675596528, -1.69008186013154, -1.69610047368507, -1.77894581645088, -1.78463544727772, -1.68901722468137, -1.79855825587447, -1.76604651223522, -1.74995097743178, -1.61935335149618, -1.64737144628342, -1.67097548719109, -1.68300778081428, -1.68858630255064, -1.72622287767381, -1.72035886865821, -1.62030536632836, -1.6030313977869, -1.55834928532531, -1.55876148341759, -1.49241815479461, -1.50294073871092, -1.50171983728142, -1.54836345026111, -1.55457960661315, -1.57637572438183, -1.56873246173781, -1.53756345917156, -1.48797130058325, -1.47720116109405, -1.3845861583749, -1.37803092693172, -1.39448293966272, -1.35718034081723, -1.38532588314946, -1.3766429679946, -1.38937266613817, -1.44773835021395, -1.42783298802208, -1.45233408863038, -1.47179118892108, -1.49725257678809, -1.48762757902455, -1.5859887965277, -1.70528421645925, -1.66559144916437, -1.59638093494654, -1.57818556705742, -1.5651377902025, -1.51962501473448, -1.57179660238702, -1.6179081713578, -1.62090861163871, -1.53778064366858, -1.5115538894707, -1.46873142987961, -1.3553074109408, -1.42151151165387, -1.42595267326357, -1.52265332787215, -1.5521965606397, -1.59568937650091, -1.55729124482611, -1.58808427068985, -1.6096859616876, -1.61512271010804, -1.56460720277065, -1.48118492047377, -1.49944465755951, -1.47500541566404, -1.53647600450669, -1.61264705337303, -1.58212563616731, -1.68948616302378, -1.65292322868665, -1.62174043264742, -1.60492214746393, -1.60746908179239, -1.59773481287487, -1.63791720341739, -1.68714749262414, -1.65015830980582, -1.65128443998591, -1.79768690553578, -1.87824171248733, -1.83253120598488, -1.83278920390651, -1.75452709629711, -1.78545263959145, -1.70050615868126, -1.70309783563528, -1.77427436916788, -1.79341699123331, -1.8236028662394, -1.91308721206221, -1.91808670714861, -1.84436679323437, -1.8231081849212, -1.83872687633485, -1.86090127630356, -1.80204983525283, -1.77273182156033, -1.81387243962827, -1.77722923980426, -1.74380672442409, -1.77788581963959, -1.78583129263872, -1.74839013147991, -1.82849792649294, -1.81995259357024, -1.88143835358103, -1.94228747509452, -1.90789859954627, -1.92767326062399, -1.90639573029529, -1.85749397524379, -1.79766722520134, -1.86965200834673, -1.90387084415231, -1.94295896191215, -1.95860533005946, -1.88873774880232, -1.89566882466316, -1.98575663762999, -2.02650344255686, -2.00155751439203, -2.05411817530152, -2.09467790464696, -2.01791170054145, -2.06566219774419, -2.10706453323709, -2.08878486236171, -2.04114906761047, -2.05309161911272, -2.05084551210399, -1.98561650875808, -2.01006300440408, -2.04045663847646, -2.02346259044231, -1.95412766744399, -1.99709629881456, -1.93240965306333, -1.94265430965449, -1.9575263049837, -1.9037333377911, -1.8362911416561, -1.88345990528555, -1.92242753123232, -1.936366618081, -1.98553395853569, -2.03935893223855, -2.01180078963863, -1.9986302266, -1.99608563437512, -1.99354673737514, -1.92873304624922, -1.92593049803594, -1.88963839906851, -1.88177400304347, -1.90584305710049, -1.88782997473483, -1.82414963386174, -1.8560831536289, -1.82329322058706, -1.87045018499843, -1.90470943424628, -1.89327270501181, -1.86838151043521, -1.77428894422115, -1.79436860215502, -1.85934758129396, -1.82809191979984, -1.89969972882944, -1.91565646933184, -1.88565887785771, -1.92132282884174, -1.86663281888906, -1.94953687425828, -2.08670788225377, -1.9979120214869, -1.96204437054212, -1.87294141736774, -1.85256652019684, -1.85275093145237, -1.83500288389142, -1.86905343302033, -1.80042807256401, -1.8248691655459, -1.84134367996466, -1.88268050856496, -1.86314079468852, -1.92555652415203, -1.93459187947445, -2.05146615156801, -2.03897289372042, -2.01194558484246, -1.95894685306356, -1.99520510683049, -2.07575396371712, -1.99204389989294, -2.07933026629891, -2.0005904145936, -2.05415380389175, -2.0292877121819, -2.02544862955293, -2.0309039397029, -2.07454012862872, -2.1074043679977, -2.14192277330677, -2.1113768793014, -2.08766132172457, -2.10591631120302, -2.09327384561011, -2.07116217611363, -2.08722117139645, -2.10714294906124, -2.03907570436009, -2.14906666791525, -2.13783853840416, -2.05383579111755, -2.08259434023273, -2.12106831232308, -2.08573654646491, -2.03148787158633, -2.06771558101443, -2.01424695478941, -2.06600683358835, -2.0957663991412, -2.06147043230096, -2.02720193634531, -2.00265736980192, -2.05126174414814, -2.00351570909999, -1.98527021576403, -1.90180849399975, -1.93085659631195, -1.83577134121621, -1.8296177299739, -1.72372740036391, -1.76820234789106, -1.80183553383073, -1.79446782091189, -1.81580881807131, -1.84277383295348, -1.76891488362082, -1.81398406006625, -1.72649822822787, -1.72297392229029, -1.72599511400383, -1.78634100311407, -1.78178364634759, -1.82221792127848, -1.70185046955311, -1.73009522870528, -1.71410869375785, -1.70918707417962, -1.68346049991774, -1.73851225314456, -1.81825775001933, -1.76239676716616, -1.73013593584781, -1.64311291451745, -1.61351947801207, -1.56713573479981, -1.48509342243764, -1.44276696341915, -1.41825972682799, -1.46495817189374, -1.45773385607194, -1.4268194637126, -1.40423026578668, -1.43687994260455, -1.49358208563875, -1.4586898545226, -1.46161465444524, -1.45525260849917, -1.4221563160073, -1.43550771467251, -1.37979965237992, -1.40997674740835, -1.41844040113483, -1.33534416921696, -1.32202853564188, -1.32146470142701, -1.35879273418555, -1.42065103464704, -1.40889403269217, -1.39797094889392, -1.32298072213086, -1.34258923546916, -1.32998645264581, -1.33497176591899, -1.2667930768798, -1.2934637713812, -1.27340774528898, -1.20444835340617, -1.16570390178719, -1.12702045659066, -1.14572547992305, -1.1212974578254, -1.17547305130676, -1.15073632821696, -1.13127926646237, -1.10095966159109, -1.05511120758759, -1.01118870127599, -0.949073785268954, -0.977511195394652, -1.00068781385878, -0.970882859829927, -0.927938217066417, -0.984740153141089, -0.990905089788749, -1.05442676483123, -1.05693664965217, -1.00343623183892, -1.0047338032064, -1.06028682512533, -1.14115503338101, -1.0412386094937, -1.14240467874045, -1.1770844796301, -1.20871709319137, -1.22127557916862, -1.21988352287948, -1.2427412079036, -1.20451405692532, -1.13737712255505, -1.17369638611551, -1.13798015162788, -1.14211266465287, -1.20390605765889, -1.27886052401938, -1.32902846672232, -1.37481752835987, -1.28538227085452, -1.32666132407966, -1.35878795491835, -1.27958317886274, -1.33414257374112, -1.32333010916204, -1.40551661175704, -1.47956395236477, -1.56396221585569, -1.55702524119112, -1.57650401904801, -1.5707942311935, -1.56324850695625, -1.53014590596991, -1.55544418483507, -1.45001972553492, -1.37630575624888, -1.40434041141201, -1.43372596702595, -1.4645751815621, -1.33604578457384, -1.43218405139236, -1.41508332562386, -1.47887231227532, -1.53101509799586, -1.49028626658741, -1.44112427631424, -1.45833195803551, -1.44339955120194, -1.46100981301903, -1.5065128715184, -1.49247973814045, -1.54426325796944, -1.53061082078588, -1.50372091330358, -1.47870125448059, -1.38483673426201, -1.4121679158002, -1.40175211017615, -1.4340594052549, -1.41296989342272, -1.41103502889666, -1.42733205164708, -1.33096722299242, -1.39499907934122, -1.43747679310666, -1.48982992112799, -1.38480580289946, -1.37054487646129, -1.33098561576508, -1.28570206004309, -1.29922569447107, -1.32258767788621, -1.30068131736062, -1.23677003750664, -1.36193185242786, -1.3004573988296, -1.32418006955121, -1.35196163675444, -1.32810966464209, -1.2935752838348, -1.23008714706824, -1.20168535079597, -1.13898174470163, -1.12533469241063, -1.0955634549961, -1.07425962505049, -1.11901808053356, -1.1479553373651, -1.13963843653481, -1.1982550630308, -1.17242663745144, -1.14452184414529, -1.13097537553395, -1.10006673999693, -1.07039224624861, -1.12841648484726, -1.12817123271875, -1.09233595767803, -1.10801102021279, -1.07345731113657, -1.05523205733207, -1.13423675545608, -1.11646018816146, -1.07982414785404, -1.0153430206724, -1.05431508637519, -1.05653280033952, -1.12151232194604, -1.09789216562323, -1.08366248047375, -1.10960013788053, -1.15897700100521, -1.17593043827676, -1.15675923221848, -1.28194876452116, -1.23361072098237, -1.21852678317834, -1.22700914142202, -1.22299338501226, -1.09354908621019, -1.11860828554768, -1.21106935691423, -1.27949635504157, -1.27938703281744, -1.27593413427653, -1.32366983633126, -1.29493453501355, -1.32266689983178, -1.32544031780895, -1.29324215241492, -1.28172985165388, -1.31385038377508, -1.34511718329723, -1.26180371502938, -1.28908212195346, -1.19462841172807, -1.19122688023089, -1.17256006757395, -1.13073520641455, -1.1279848508345, -1.14438401069133, -1.08468560458102, -1.14901402664167, -1.06341801458071, -1.00041116322168, -0.942572203629173, -0.885869995116164, -0.730748984093182, -0.766441764325944, -0.68525332395631, -0.676583325458656, -0.719859767473225, -0.747996860062257, -0.83062562618261, -0.776756951443244, -0.714245711820152, -0.657610711725761, -0.559132527409177, -0.564837519407485, -0.522445607964965, -0.521376878012003, -0.538258307373824, -0.562272038617007, -0.62336364480551, -0.602092669431645, -0.654619534505619, -0.629934259463862, -0.633716736127992, -0.576124120754851, -0.554265615131457, -0.608037146245085, -0.605071980333716, -0.702383333263864, -0.768906384158752, -0.724598600775069, -0.660041506090723, -0.679020499891628, -0.70029171672976, -0.724568968540135, -0.71015013728118, -0.622886599205428, -0.671377378315733, -0.570248055869161, -0.520291308281401, -0.534971005562661, -0.617024881804406, -0.59940134058448, -0.537189900989014, -0.499707677194863, -0.461448061346152, -0.504792885856842, -0.553173356653942, -0.487280292564097, -0.475888384622858, -0.535539003021142, -0.481062132571047, -0.559621867979639, -0.518630081305144, -0.606848195152101, -0.616713172082874, -0.689674150696246, -0.684786694864324, -0.699330434525094, -0.772057271083283, -0.744383068800481, -0.649016670960451, -0.734445490681172, -0.766038010342349, -0.805835568742776, -0.757967243450375, -0.782478309301445, -0.863859340980521, -0.891064936149626, -0.962132937075777, -0.985077718017514, -1.03114332023355, -1.06736045175835, -1.08505280654491, -1.12559465706072, -1.18679051663237, -1.1995913032809, -1.22883524271628, -1.20492713698695, -1.22875841655947, -1.21432371526288, -1.23311226943229, -1.24678022537612, -1.20138743785952, -1.15613262998035, -1.09154214848217, -1.13435325567324, -1.15144650564733, -1.14037279003814, -1.1517946647732, -1.16796986989177, -1.14743649096967, -1.08694755568334, -1.0164090826555, -1.07588881062276, -1.0124275273421, -0.968025636857652, -0.906274748484915, -0.888479792857989, -1.00376830838822, -1.07745957540891, -1.02921576331652, -1.05261641966752, -0.989670356212276, -0.990588883380158, -1.04984429399124, -1.05287151264477, -1.09303544641031, -1.08180672005423, -1.14694914502049, -1.12136314906649, -1.1239003699668, -1.07714122498136, -0.966309901817253, -0.980738181977172, -0.940562603610328, -0.915287390294323, -1.01604580595731, -1.09020928018088, -1.11785994959859, -1.13464668822278, -1.11420679836315, -1.10957928166487, -1.11238195561444, -1.07957781675188, -1.04352151111235, -1.07111752940928, -1.12149920693487, -1.1389607044823, -1.1716405494106, -1.21942143611813, -1.2272905679355, -1.24169811642734, -1.22990484840686, -1.20938244733598, -1.12086419929365, -1.02504447370653, -0.984229852228026, -0.92657703196583, -0.967491721650637, -1.06388949578825, -0.997534093939817, -1.03492542524079, -1.04088657047964, -1.08510517413078, -1.0565093300397, -1.07315280908007, -1.07175376364978, -1.08394083912646, -1.14970646942391, -1.18102375134715, -1.056050167084, -1.04384874498179, -1.07652905315959, -1.09027122173049, -1.08014046650826, -1.06579414748929, -1.0277520334741, -1.09223141938058, -1.04492884970572, -1.05902750809067, -1.06522493367212, -1.07582895868894, -1.09824975053056, -1.0734481604682, -1.08348183244255, -1.034694359192, -1.05836223709911, -1.05177446490811, -1.05103967465386, -1.03339574560183, -1.02026214158874, -0.98781396923393, -0.95539534828034, -0.967014098452186, -1.10030513853769, -1.08467833575432, -1.04224803557327, -0.991454123134619, -0.972752986241534, -0.975625189426706, -0.973445356944028, -1.00090837989478, -1.08622131642091, -1.1524294634233, -1.13073398908942, -1.12672869546894, -1.08414401214825, -1.10132849417858, -1.09534462434168, -1.12001726485347, -1.18290822248475, -1.08639803792181, -1.10680961240624, -1.09050868682175, -1.0726599829054, -1.00892643691882, -1.02850392299787, -1.03967453717089, -1.05660995291259, -1.00959090893359, -1.03987430545254, -1.08336223168179, -1.10174473024065, -1.07447790403009, -1.06885075695839, -1.0167502898978, -1.01373813316278, -1.05961054456822, -1.0045214784936, -0.958650371294506, -1.01879641939957, -1.00366048184295, -1.02348290597995, -0.895349412248757, -0.95765019591352, -1.12499532056527, -1.11574015423736, -1.09889177140634, -1.08554467665354, -1.14591645982675, -1.17766795551703, -1.17413483148813, -1.21264709187669, -1.20616825195697, -1.25198377704753, -1.25823250160115, -1.25612889191267, -1.30008328649508, -1.2731563981082, -1.32676964792122, -1.25659997043582, -1.13557292147139, -1.0558318290555, -0.979752889020935, -1.02684720331375, -1.03654292810581, -1.14183883397608, -1.10543946649061, -1.1618742575115, -1.16210128605066, -1.15820907938482, -1.10375608588083, -1.00508845868472, -0.963448982313547, -0.954910699158421, -0.982200444646751, -0.983336193397375, -0.868343621027638, -0.901976651734246, -0.899511800960382, -0.92058872214001, -0.98931380640303, -0.858660413392966, -0.921911884574607, -0.870043932035809, -0.861521441671094, -0.884870680372589, -0.888249269938898, -0.908063313599301, -0.873375438344677, -0.869449037960471, -0.934621427251811, -0.956613255634196, -0.965242079990613, -0.939985533258081, -0.907699744491226, -0.836007299487509, -0.84020694509365, -0.880546498663817, -0.85555347615556, -0.885382998456348, -0.780121548941561, -0.889603082412995, -0.91106129227238, -0.960732086042112, -0.933715477807067, -1.01655373762989, -1.01965248148621, -1.02968358655662, -1.08881055876659, -1.11952986585635, -1.06735756559751, -1.0868389046773, -1.09378753518269, -1.09126674220537, -1.1536031967083, -1.12983341449834, -1.14611831570422, -1.04490979245103, -1.06046848002664, -0.984520065973733, -0.946698326382377, -0.947959048802111, -0.991841872092311, -0.916813958675009, -0.961185744566253, -0.898522501943593, -0.897598665280717, -0.968714179434575, -0.974901932870934, -0.843001899203722, -0.722383804727759, -0.672700629819522, -0.682525428591799, -0.702829014659214, -0.746991672919226, -0.765920133887732, -0.729827437082253, -0.719480578147042, -0.809215627533561, -0.714788670141469, -0.736880304487251, -0.675924816864459, -0.662891416455607, -0.692690061654478, -0.708282572357956, -0.619985830539311, -0.613880778951231, -0.558486088048985, -0.518921056105293, -0.572680249520377, -0.601054645353026, -0.612318571763627, -0.667290281466144, -0.706960140570458, -0.619889425872072, -0.601214871092379, -0.588091817258451, -0.514482772394708, -0.452943639056299, -0.470206264979357, -0.485483931675576, -0.569897398678214, -0.650670081012422, -0.595457688315746, -0.58263361631357, -0.571061245371729, -0.631475942515441, -0.671743538181756, -0.677734117879459, -0.685860166211381, -0.645038935657884, -0.589190525343721, -0.518496890267048, -0.532643880824826, -0.511067235315411, -0.485411762839228, -0.501305499130463, -0.456710307012995, -0.443767195226368, -0.393738786268949, -0.361944140710438, -0.326466596489384, -0.416852287095261, -0.393529552143564, -0.410935490408575, -0.451037239667829, -0.370585006243904, -0.433761400302209, -0.3676290421155, -0.363083463158517, -0.458804967793945, -0.441979406571121, -0.554651860903312, -0.525328986484885, -0.463633019707053, -0.467250696843042, -0.446092507398827, -0.362240581589737, -0.403094821922881, -0.389984874049646, -0.321455507682085, -0.290651813623811, -0.281308278272925, -0.323990993011539, -0.386218142852649, -0.418956197285494, -0.374266348480202, -0.348714081961569, -0.290885522938307, -0.328009271107712, -0.375526311975689, -0.338126547858127, -0.307729651017187, -0.358310655677233, -0.331506805764482, -0.409284208181757, -0.423317029395945, -0.490792095067866, -0.54752065531015, -0.586104418562924, -0.584849473238213, -0.515136951215843, -0.495966151853091, -0.53795478745925, -0.563840841942463, -0.497322687689623, -0.567245313089677, -0.576319574819876, -0.689562259875732, -0.695908368828136, -0.657719595837617, -0.676353236767138, -0.68107608348338, -0.692512810342822, -0.672815936423449, -0.666399612081791, -0.643360462614555, -0.641773873050378, -0.578306344662277, -0.594961686437635, -0.54032093424603, -0.527450029085544, -0.545096723121635, -0.44773294189141, -0.406554633776736, -0.342008355065435, -0.383891416709358, -0.36875920403273, -0.338044464676257, -0.332079509957982, -0.311086722074397, -0.362884131275798, -0.353436973515446, -0.322487030672081, -0.34140050105248, -0.327721457282526, -0.368731358113043, -0.455746217202763, -0.502444828424162, -0.533643839636989, -0.519435457329142, -0.56093298833535, -0.470620793988305, -0.473679853218745, -0.419389314976822, -0.408746136604785, -0.386117357146793, -0.394530565969582, -0.352166111208902, -0.431521732020961, -0.444880470602778, -0.422590823833065, -0.413241115910409, -0.430040189399691, -0.46795906878966, -0.572818887633759, -0.559712652519116, -0.600988988337257, -0.655400636455848, -0.564715049706115, -0.605994483559069, -0.619867090036355, -0.659194631130858, -0.583376531688617, -0.56412769561705, -0.595375802812906, -0.545399032134152, -0.540224576105206, -0.594984581497187, -0.611196541866473, -0.580535872016648, -0.544400345535995, -0.526483856926601, -0.503179200881056, -0.453416176671555, -0.427818978195804, -0.407708257243348, -0.394424677939878, -0.453992262497421, -0.478028313527126, -0.472766003949642, -0.500692318313048, -0.454379182679931, -0.416176217661337, -0.357694791517546, -0.303015513363316, -0.345542989621524, -0.39500516297876, -0.468171246159737, -0.447994988818439, -0.510547592531463, -0.599774501389623, -0.502245218660405, -0.502824754171396, -0.386827895092205, -0.379472996086407, -0.369315559731741, -0.429758309640333, -0.37556018228659, -0.361009710530915, -0.31387993065698, -0.28899763375868, -0.227355722606935, -0.215062937820029, -0.272602556513134, -0.266090851041499, -0.31241312343922, -0.315875192585928, -0.349760809835916, -0.47556093535065, -0.526646331646747, -0.439245441240941, -0.416878898347231, -0.4333880244466, -0.460667089448462, -0.451182564236515, -0.50391935534804, -0.504142378280422, -0.49383430783551, -0.471264589200119, -0.433070154282314, -0.451193418899397, -0.442829204938033, -0.41775902500731, -0.423975363622586, -0.443161412213529, -0.444288846026823, -0.488133291451058, -0.478193810883856, -0.424589332659764, -0.42438494412231, -0.422601269568842, -0.463220984500545, -0.4657942172931, -0.50026111345845, -0.484320949770509, -0.426440159402999, -0.441124221487109, -0.467542235034271, -0.478447073344473, -0.420376640314919, -0.423918548448093, -0.539984393256931, -0.563047029372255, -0.531056289456163, -0.508317153155814, -0.540830020534115, -0.640530751903091, -0.650426314720453, -0.592228695317452, -0.521012306788047, -0.434363040126642, -0.409341300001656, -0.449519868297573, -0.450022736894406, -0.526941595980297, -0.563763046396552, -0.67177174746455, -0.768822718847602, -0.720150686534331, -0.800423924903181, -0.82600450278719, -0.785164058421447, -0.771908393374621, -0.738368125545574, -0.749071066478239, -0.750702916923965, -0.81967723850962, -0.823223348143984, -0.783389748764783, -0.783341622468699, -0.693146636641121, -0.707039859868627, -0.673881805421186, -0.726589213920823, -0.770761749341624, -0.852239445774088, -0.804344083765848, -0.884826085311067, -0.941506439526892, -0.958687759855059, -1.10785453936669, -1.12119660958978, -1.206412898148, -1.1254763673071, -1.12714542892547, -1.12212518090902, -1.05695598515226, -1.09006933774565, -1.05870913966264, -1.05520230289893, -1.03417252932871, -1.12938301567395, -1.07776893068993, -1.0319781469699, -0.925274291005118, -0.93355600124134, -0.918828089294721, -0.91777225817176, -0.832769310524668, -0.905349266163638, -0.947230506379533, -0.951316483035903, -1.0460755884518, -1.05211188094153, -1.04334253242474, -0.996868449194837, -0.934870572712296, -1.01957972778974, -0.939320491456974, -0.963079860196683, -0.907156998920506, -0.942752091176306, -0.911838791008075, -0.923400734163495, -0.907245673697382, -0.936568722908959, -0.949912620168728, -0.891449277842443, -0.897448329395654, -0.918302517097214, -0.933032221053388, -0.921087330601943, -0.97213066695436, -0.915773551608491, -0.933770016829689, -0.954069867384444, -0.967218754656285, -1.0240425040157, -0.986311715967578, -1.03405894251925, -0.980620834088175, -1.03948195473564, -1.13374460567014, -1.14533738909536, -1.16340456931402, -1.16828097849555, -1.17784956428363, -1.25861260863495, -1.16459797594825, -1.19366357540999, -1.14939389503355, -1.11039793254664, -1.16081623743877, -1.16809512348011, -1.1344001104141, -1.12092495318332, -1.17410447575176, -1.23898250645225, -1.21390049775834, -1.21153815619834, -1.17306381271348, -1.12673801783959, -1.14245698170478, -1.1151536764399, -1.09848028747904, -1.16586074782178, -1.11288278049114, -1.14833291814376, -1.09085433984477, -1.18038353986202, -1.17096853221313, -1.12059698602644, -1.16478728073025, -1.23365836138103, -1.26111617025914, -1.17403573089619, -1.19166451375241, -1.17169419347796, -1.24650145982721, -1.21322519658163, -1.18925906470731, -1.16231517294319, -1.20088664244969, -1.26670048428243, -1.25289942772944, -1.21898024672463, -1.18448765503599, -1.14740864198416, -1.07322345109837, -1.02726249154064, -1.04821018735619, -1.07277150538123, -1.17387455497937, -1.20341326539769, -1.16547991094543, -1.17043038138118, -1.13253680646485, -1.08239692461386, -1.03633710470631, -0.932439483229642, -0.891129072523136, -0.917187177341878, -0.950235340325437, -0.870908420440244, -0.871478812033564, -0.816622404367873, -0.831492520254469, -0.865275494196031, -0.824772436554306, -0.914523664513101, -0.916971299774867, -1.01658844260995, -0.962186903815042, -0.990663426934854, -1.01297208336353, -0.973811513455715, -1.04736870220332, -1.12016549265466, -1.11483046678823, -1.13638451423241, -1.10223634194269, -1.08462114045698, -1.06156224216128, -1.13336689447724, -1.04830955191399, -1.14921295096373, -1.1124640798279, -1.16978643297896, -1.23234590053545, -1.21427853064243, -1.22355377880673, -1.26039881715681, -1.32166581114743, -1.30576020912882, -1.26749150786769, -1.25995733993333, -1.24568520369905, -1.22212757723594, -1.21952042271362, -1.24140722152384, -1.28030222256745, -1.21001451597744, -1.13225700136949, -1.08962028996309, -1.16479462109917, -1.14118682120243, -1.09434059128494, -1.11302439940315, -1.21016785598817, -1.15467958915441, -1.16993984193613, -1.15959086136703, -1.14231093355259, -1.18064308089607, -1.12865845491303, -1.00800171460958, -0.933715275221637, -0.910296216626624, -1.0051571797553, -1.12170662990634, -1.10285330903521, -1.09858028329219, -1.11740467352855, -1.09990549698344, -1.0817860194721, -1.07859566212397, -1.05742815399926, -0.957155976283603, -1.00419890944153, -1.04797716247749, -1.1217718621565, -1.13378863836883, -1.1188554532688, -1.09924728459626, -1.08685229184383, -1.22677373770702, -1.21832969376167, -1.27096308270995, -1.35408640170695, -1.31525396601516, -1.27017635896753, -1.24746600103425, -1.23810752154937, -1.27343627006575, -1.21744993655559, -1.07461034495102, -1.04657724478418, -1.08082049553277, -1.05340319286366, -1.07919635035939, -1.10886968875097, -1.12372315690301, -1.16478774535976, -1.14511575265201, -1.0948892645406, -1.0790546466942, -1.04655314799172, -1.04550383025671, -1.04671115095111, -1.00761353889269, -1.06579632494003, -0.99902159947779, -1.02458345936291, -1.05207133567863, -1.04735235116638, -1.07672447406346, -1.10612828235145, -1.13915532453044, -1.12264571816634, -1.0500566802209, -1.07822104244228, -1.16726509020299, -1.18722346574699, -1.16550976719228, -1.19184039531852, -1.22626650770014, -1.15620865746348, -1.1757614801268, -1.15607144920933, -1.17789642646042, -1.1041153440362, -1.1004755072748, -1.09287867625997, -1.1619966848732, -1.19907561074224, -1.11427955778639, -1.06673070667297, -0.996744784908176, -0.994966660601158, -1.02515554845629, -1.03963322625889, -0.980215922798872, -0.944124763628691, -0.981874510441287, -0.959127425316215, -0.943041950411311, -0.94460969763678, -0.951877817985197, -0.944235948875937, -0.888819529599132, -0.832123193957754, -0.835052238994121, -0.790015620214279, -0.82472405781743, -0.902718665677781, -0.933682258334129, -1.01002807384655, -0.955141500638922, -0.918124020638651, -0.930802990975949, -0.874851110196011, -0.854239329188683, -0.819848065926487, -0.776617458587013, -0.800430604551252, -0.76201893883417, -0.754048064484624, -0.781351671729143, -0.719940702610741, -0.607875865610902, -0.533043421637577, -0.582791178990089, -0.59059468460039, -0.564530603701255, -0.453348783448874, -0.518002490342241, -0.491436506856387, -0.449138583619075, -0.390070909325352, -0.276014592725431, -0.278897768634622, -0.320674577767176, -0.342746496848929, -0.356530535485226, -0.428445587412187, -0.507506077964469, -0.539796869760178, -0.566655248559172, -0.61787703639418, -0.601780831815096, -0.668582949198334, -0.720737375986429, -0.747718021270651, -0.662422116429499, -0.65991306400317, -0.60893156620872, -0.658984312857227, -0.64874832375582, -0.739516485847752, -0.64737123004562, -0.616732343554537, -0.710836132701541, -0.63304444421926, -0.559663735789699, -0.557990576433981, -0.620054732887295, -0.60916054488364, -0.60704241746608, -0.505864332975072, -0.501080420963076, -0.57947755987495, -0.559685878882706, -0.521581024241187, -0.480406651600159, -0.423983692342475, -0.433853508941209, -0.409391383410994, -0.376050628690173, -0.416595765759998, -0.445208643646692, -0.510487019661736, -0.52596766772661, -0.490117110350423, -0.522097667083231, -0.575985239425247, -0.592284172722063, -0.553196128674313, -0.590822857706076, -0.539651112413012, -0.564210754156588, -0.515461458329185, -0.594258078340297, 1.96043896197668, 1.94374933430483, 1.97144260555653, 2.02658299933306, 1.99486354269499, 1.9904863042023, 2.01076733412882, 1.95325643843656, 1.96951486094436, 1.914052937805, 1.91385448246061, 1.96880719959256, 1.93003946890795, 1.9561905167516, 1.98088385928682, 1.95377555638972, 1.990529023527, 1.96476495345658, 2.00030774420211, 2.03282390673396, 2.00163439071231, 1.96889471137131, 1.98330225267803, 1.93364598900851, 1.88274115869332, 1.93640109496317, 1.99262762450721, 1.97428543475808, 2.01642607288322, 2.02368659004875, 2.03559130058097, 2.03058733319338, 2.10219276570556, 2.02169899822445, 2.08976846306633, 2.12571285691162, 2.14156612252467, 2.17400650394805, 2.12178777699874, 2.11656498705185, 2.09344653094724, 2.11695583249988, 2.19568603170253, 2.0995580023912, 2.15638990043698, 2.16656506049336, 2.18397210037956, 2.14322087274048, 2.09987273027028, 2.04926084911127, 2.17055037525649, 2.255117421261, 2.24855118957436, 2.33100022524029, 2.25150468390848, 2.30188127542645, 2.28068250331453, 2.38182372124839, 2.43211190583901, 2.3433497980048, 2.39649282676175, 2.31622269367606, 2.41503092117945, 2.32475700095943, 2.26570941172542, 2.27356740657846, 2.23898931048783, 2.25780201501228, 2.19413631659828, 2.12071191009675, 2.15294556856204, 2.13080410658444, 2.11377541536335, 2.15594812598212, 2.09922451860142, 2.08627203270348, 2.02233700237006, 2.09442302244078, 2.11792756068912, 2.12043492066865, 2.16205693438384, 2.2276087058034, 2.20239338462084, 2.18401292573693, 2.1942020643236, 2.23768549595779, 2.25214656043712, 2.25995364349653, 2.25051008549155, 2.2217604266892, 2.19216835561762, 2.16018100983566, 2.11986280060961, 2.10977889342745, 1.98996032842116, 2.00527542484809, 1.95612627515817, 1.94929580099329, 1.94868687429669, 2.09761618211433, 2.11628165424265, 2.16400310087244, 2.23630093592232, 2.26208066979989, 2.24192976140018, 2.21393114746484, 2.16702336791571, 2.14166878064256, 2.17180308266136, 2.07414663858867, 2.17347251932759, 2.18448923043362, 2.15913115556922, 2.10648439961679, 2.13730781791401, 2.05402454846461, 2.07701453025745, 2.04729250588292, 2.07819291826751, 2.0892573836516, 2.08146442545832, 2.06313957081913, 2.03699966977915, 2.06209796870609, 2.00523865943622, 1.99837759504194, 1.96199127080289, 1.89711727022076, 1.86054995959974, 1.82360082579641, 1.88915610835594, 1.8387572589363, 1.876308955249, 1.95925023778593, 1.86902133521023, 1.75126132117404, 1.78746457473633, 1.82351175439654, 1.94521998394948, 1.9071326086788, 1.90855992421122, 1.84207402733276, 1.85086975596487, 1.83657134000156, 1.90083742279474, 1.9557101724242, 1.96861722898664, 2.01599008369202, 1.99919526764679, 2.04149446653746, 1.99964203173218, 2.04716694755022, 2.00751498696304, 1.94204169574751, 1.95126493677601, 1.95750170237542, 2.00505565391259, 2.05369967018429, 2.11575945258913, 2.12274618580191, 2.17358877491526, 2.12485634937988, 2.14722635925562, 2.14219813116838, 2.14300224004793, 2.11601357841538, 2.04184908321819, 2.06658634306656, 2.10717566238553, 2.12212169062516, 2.17152923357013, 2.30577896170257, 2.42858873791083, 2.4366365779373, 2.40564519982885, 2.39787936286537, 2.34125437989885, 2.35190328499726, 2.37135200945365, 2.31276978940528, 2.31802764720368, 2.36128467491546, 2.36512597765775, 2.33915702718413, 2.38648083002893, 2.32325080987146, 2.34091433679796, 2.34719458378043, 2.35146807213018, 2.24187844513774, 2.27301439744058, 2.27384314695614, 2.29240646444914, 2.25628239154163, 2.15781432228353, 2.1884758238919, 2.1576539016216, 2.07327514826887, 2.16852930223431, 2.20214880693297, 2.21182788616083, 2.26882604272191, 2.18602025880671, 2.21212348775287, 2.21513151954478, 2.21297980058326, 2.23901148801299, 2.2549536777668, 2.27394953285833, 2.25113622198172, 2.25065510780404, 2.18927803671519, 2.19836011593497, 2.19681543418081, 2.16280797431911, 2.13623749910739, 2.14542393284665, 2.15824036964509, 2.15938655299722, 2.15003795619921, 2.18155450182706, 2.17947329561187, 2.21700914697673, 2.15402099025712, 2.13580670114736, 2.25565091898704, 2.25592893120967, 2.28641421446791, 2.40776524982563, 2.41747901154993, 2.4343992569975, 2.43015903059691, 2.4879417528056, 2.39948475209758, 2.38062801426344, 2.35443883092495, 2.40137360986418, 2.37282061358261, 2.47249478750147, 2.43422640548475, 2.44312106587158, 2.45151542185534, 2.40802988398475, 2.40168947478787, 2.46527894754834, 2.49033569249295, 2.52792824976183, 2.54845486405111, 2.52508700521666, 2.5337270406171, 2.48451250256998, 2.48904394078329, 2.46815825334693, 2.6012845458241, 2.62558626969704, 2.69647258255567, 2.66262431584775, 2.66554833781395, 2.68383766901476, 2.70384121326791, 2.71695683827549, 2.78613800457154, 2.80339099945638, 2.71802449662462, 2.7895698394925, 2.77341640842149, 2.73111966232291, 2.74870461793071, 2.77545617846045, 2.78431020469175, 2.76507971916778, 2.82208990628137, 2.90165862285279, 2.91564880343623, 2.95162822817062, 2.94934130597237, 2.85360146396741, 2.80925528422534, 2.72714050980962, 2.78342805691609, 2.78791884866286, 2.80552084685749, 2.74653565331128, 2.77906341774445, 2.87424029662936, 2.84875119926865, 2.87436212953378, 2.8399533053215, 2.84459039635627, 2.79968479144956, 2.77924593199478, 2.84634981921241, 2.84485178949682, 2.84546410767037, 2.73656741586922, 2.70380099600229, 2.6644621967354, 2.62706068422307, 2.65984986462602, 2.72120018796836, 2.63889633370197, 2.65262056371694, 2.55111681210926, 2.49451619331489, 2.52706417022078, 2.52670736132548, 2.46640091083594, 2.34599134015723, 2.37800876012421, 2.40723250094721, 2.50477415960482, 2.57211611182499, 2.55908498016318, 2.55214963469733, 2.54268066610493, 2.52324941566953, 2.42525568578091, 2.44846626404979, 2.48974622317503, 2.44817778652486, 2.42108470253612, 2.41578572266714, 2.34437871260273, 2.30982712155658, 2.26342161598096, 2.22334354233948, 2.24923194122442, 2.28176100281389, 2.28491366838454, 2.26656701693701, 2.25700105187163, 2.36719920747768, 2.35967663146641, 2.33921101353127, 2.3302354215899, 2.30363256451494, 2.31407163665947, 2.36234415839786, 2.37067817963148, 2.34206008754733, 2.35720346325399, 2.32306814477105, 2.27918134398876, 2.31314261767159, 2.35340121742748, 2.34730878637471, 2.30171945914637, 2.35051564414247, 2.38839503743644, 2.47533307903462, 2.48864186946203, 2.55001716187993, 2.47677556608011, 2.52717933348723, 2.46649112225973, 2.43836285096216, 2.46312947661727, 2.47414789040418, 2.42164836312044, 2.41003427506294, 2.41658265180215, 2.38700830028078, 2.39391388431176, 2.35446215378945, 2.37438816597062, 2.41348818788171, 2.45445744544408, 2.410659829172, 2.42261915080794, 2.39536687004121, 2.35499243448481, 2.31738333639903, 2.30605873675374, 2.32598464524292, 2.26513430146864, 2.28451038029434, 2.20190834883484, 2.21312860543503, 2.20047972267543, 2.1425078358327, 2.1588626863265, 2.12082303802092, 2.15694490103983, 2.09562533259001, 1.97674979990527, 1.96741222988295, 1.97561796477736, 1.99853490593285, 2.053112700038, 2.18800042795846, 2.28517362067334, 2.30613266175872, 2.29840643416508, 2.39896902273264, 2.42835503965186, 2.39610396612282, 2.42971717482738, 2.43725824949975, 2.42563410359834, 2.38267027246242, 2.32188850063697, 2.33525161097898, 2.30387482813799, 2.2312732555245, 2.16215336626855, 2.14348262686131, 2.21590009409666, 2.15929729466633, 2.17263594750903, 2.13402525143803, 2.04152314205841, 2.00308438958165, 1.97547668337287, 1.97534262932986, 1.98618782598567, 2.01714554137961, 1.99600411510008, 2.06772158534147, 2.08714269709208, 2.0470555611037, 2.04668772699166, 2.03813511103853, 2.09835936413698, 2.06079695931334, 2.07462909773539, 2.06101034647858, 2.07768946698278, 2.14162785739897, 2.18284799315675, 2.2705333744576, 2.2098596421325, 2.13300652545579, 2.14603786866755, 2.15147788467324, 2.21810825016302, 2.16741058948872, 2.17262849530687, 2.19767790909998, 2.17611216024346, 2.09626658015433, 2.06698476889925, 2.08854579318099, 2.13918848837653, 2.09184597690547, 2.12347099361419, 2.13770975213918, 2.1807734377018, 2.17678451212195, 2.31053174489846, 2.31607710181848, 2.37571132682406, 2.32509395676171, 2.35908739373473, 2.34698426295306, 2.35605587082008, 2.33935045046011, 2.30276550405155, 2.31058629557057, 2.26227568055111, 2.22691719448382, 2.23441003068471, 2.24283701947836, 2.16989959661325, 2.10395489909498, 2.03074082585794, 2.08977034276867, 2.01691402025128, 2.05102951135184, 2.06201410790408, 2.14113964231339, 2.13463873430875, 2.06042516665129, 2.08496893943853, 2.17283892256607, 2.17075462930785, 2.1927913331233, 2.15904208857179, 2.07003380419718, 1.95938889378686, 2.00399716089139, 2.07256540987863, 2.0465040965708, 2.03390856349998, 2.01453207462252, 2.03899225141126, 2.14275627263642, 2.22665728769702, 2.31102040677003, 2.30465696913669, 2.38255370803325, 2.33571387214328, 2.3083351414604, 2.27682265750027, 2.27968607274185, 2.35158985076222, 2.32567414322728, 2.37322768265098, 2.41773552412663, 2.37683844620233, 2.28916538124759, 2.30307650236591, 2.22294961568964, 2.20690463905559, 2.1455989316122, 2.10676605267447, 2.11115487043999, 2.08861934742011, 2.10442491394692, 2.22472832281397, 2.29013466764687, 2.23824510287719, 2.2902434682761, 2.2856558728666, 2.28200200990099, 2.30501936022544, 2.28726051453726, 2.26792130496406, 2.23758828303104, 2.24556923969957, 2.19450569383815, 2.23253408230271, 2.26859276462491, 2.26881839524014, 2.29487152230714, 2.29069569042635, 2.32298336473085, 2.39566092421258, 2.3141122475186, 2.30126395925493, 2.32365379750799, 2.27483148273579, 2.24806690400117, 2.23608548002078, 2.29174601541463, 2.29470352657788, 2.20914855696858, 2.24190524472493, 2.24314915177974, 2.23193967962765, 2.2362320365322, 2.24013062833006, 2.27576631404019, 2.18277869401271, 2.16692081361844, 2.05368585339645, 2.04834184808005, 2.05051138944885, 2.04775677257256, 2.06582531321628, 2.03454540301955, 2.04107470788261, 2.03501115988844, 2.11140463935075, 2.10139451206865, 2.05315911059769, 1.97535792403027, 1.98384992411519, 1.98616553600061, 2.01463146466715, 2.01777025341371, 1.9261822483265, 1.91797997150847, 1.99324823094643, 1.99099422302507, 1.99146424855515, 2.04372738621791, 2.01959409739036, 2.08216787750378, 2.09672127710606, 2.06604316755064, 2.03890101290143, 2.04926563201761, 2.03164149297287, 2.01360021711681, 1.99293268861863, 2.03633149911464, 2.01772800392521, 2.00629317271268, 1.92822075586615, 1.90483346246113, 1.91316781009378, 1.9622442628387, 2.00168563945432, 2.04935859801613, 2.00362138127839, 1.98994653406041, 2.11086614253247, 2.08632319388836, 2.06682566662209, 2.09172389583723, 2.12071384909956, 2.08517002672256, 2.02340937823833, 1.98972328722323, 1.99208825333167, 1.92623633670543, 1.92677335248679, 1.97094958474569, 2.00525202219902, 2.00537597304508, 1.90800279406691, 1.96957507980733, 2.01380361827446, 1.98804904668559, 2.05236300621562, 2.07226964030514, 2.08260522702897, 2.07891097587483, 2.13439260333923, 2.12425812623259, 2.1475250057436, 2.12171270186397, 2.15547838913803, 2.15486216515811, 2.136539095935, 2.05055097042702, 1.97155220059812, 1.95668230502808, 1.90350764667981, 1.94569755981252, 1.96123661187586, 1.9298961808643, 1.90886481751111, 1.92021570827801, 1.90006565433896, 1.92505750849764, 1.92688730508822, 1.94891269148458, 1.94549344135781, 2.00578622834779, 2.07989317270997, 2.0852807096897, 2.06207369919767, 2.07456618620936, 1.99715565558917, 2.02630100068986, 2.00688310635911, 2.00196848156752, 2.03528800613995, 2.0716123791087, 2.07673464776153, 2.07319921285778, 1.98163108888663, 2.05010230027025, 2.07917417531164, 2.19690087588639, 2.18290811777111, 2.22612566795429, 2.21249968251357, 2.17464092864557, 2.15853838037182, 2.1941714042254, 2.16281612152072, 2.20113855710674, 2.22742605870673, 2.29163330171284, 2.20939002220543, 2.28486867941359, 2.16899853207272, 2.19204930103777, 2.20194193483749, 2.21655278622705, 2.17008026001068, 2.22602322027872, 2.23522253769694, 2.20891921525398, 2.15559248921882, 2.16455139565911, 2.15917460095356, 2.22285909884096, 2.17572540428357, 2.22029929495928, 2.23875933450037, 2.18443724095015, 2.18648102265167, 2.18516551427982, 2.2668963835012, 2.2820923889875, 2.25649521629098, 2.30602047554906, 2.29899253587143, 2.21706872457122, 2.25065855875595, 2.27145604854301, 2.3384266590169, 2.32670932577538, 2.33392517980744, 2.28615350711528, 2.3020557119835, 2.28606099414836, 2.23583189799664, 2.23363120243714, 2.19901313176215, 2.132089020189, 2.09349096076561, 2.05515854900839, 2.12257628938822, 2.1405537721655, 2.1585366927936, 2.16363667012665, 2.13542469800065, 2.05223305944604, 2.13927227358687, 2.22663591541098, 2.24274669525638, 2.22793953377755, 2.22527480518291, 2.28328974381474, 2.23591750168741, 2.25232051851016, 2.27102656556424, 2.13701195987772, 2.11263317062232, 2.09382334968922, 2.05916856245121, 1.9858467599524, 2.0092430509741, 1.97132724000977, 2.04830688593281, 2.09997269936294, 2.21838097395085, 2.22928163031059, 2.21094924504994, 2.19814187716653, 2.21899075282317, 2.27853369207694, 2.29752911785943, 2.24205418833668, 2.22626450667352, 2.25452412502793, 2.31727622699212, 2.21975674119126, 2.17362573354756, 2.15753746300512, 2.14625052103966, 2.14253109578253, 2.19369874984047, 2.30456526025747, 2.2965236625139, 2.24774701073509, 2.26075982733368, 2.24267923572104, 2.24781105351526, 2.23871643095135, 2.20078064274633, 2.16362484801173, 2.07829935416429, 2.05459097659917, 2.0618902945915, 2.06270260618028, 2.08954821301105, 2.13445999070623, 2.20194853862883, 2.26466663594399, 2.28359069767456, 2.29147155905958, 2.26564753487082, 2.23967961573979, 2.24041942791736, 2.20451048263356, 2.19336178308016, 2.15286096007535, 2.16297093220597, 2.17706779193236, 2.1267665329229, 2.02903436548895, 1.86420816043105, 1.9687430474654, 1.92527020223847, 1.94862645821246, 1.98266367015301, 1.96116699600417, 1.93788869966434, 1.91207032954784, 1.83396643077651, 1.78981185074722, 1.73648919754321, 1.71144634596657, 1.69035841563507, 1.6890131221832, 1.67778046804891, 1.69668213198672, 1.68560756022144, 1.69186050253847, 1.70625168945897, 1.67646592885836, 1.74218548631469, 1.76079715262787, 1.76277022092914, 1.78624304002347, 1.72337867369996, 1.73631994794261, 1.77893640610507, 1.72564803312078, 1.67878618067715, 1.6376324312043, 1.70168896877225, 1.68874322821824, 1.78147757469975, 1.72681236842375, 1.67102846663637, 1.61254456386365, 1.58248686965318, 1.55509607887491, 1.59499865337582, 1.58299195479991, 1.58392303859493, 1.59271659084332, 1.57584379995898, 1.56311267481657, 1.67015878253609, 1.65414202901526, 1.75049816738572, 1.75774270435235, 1.70156904386373, 1.58757713108777, 1.58027206542302, 1.59768725474876, 1.64576397528874, 1.66800964124174, 1.64683277417931, 1.5784065468568, 1.6042550368803, 1.65225082056946, 1.54888341118573, 1.51588261559627, 1.48447193492684, 1.49679974386626, 1.49797779861349, 1.51544319488527, 1.59763645675961, 1.61303982031112, 1.70770411656185, 1.68267940008742, 1.71877032648788, 1.78062444415797, 1.86662684966148, 1.89624527264334, 1.91593804883934, 1.84452162095069, 1.86067093828798, 1.96057405497659, 1.93986057942165, 1.86371604098438, 1.91030811931729, 1.89223082691452, 1.79307890509722, 1.75412090564764, 1.62970442287809, 1.60476399575289, 1.59427520554997, 1.58170899543515, 1.63536999087982, 1.66963519919897, 1.75009820297946, 1.83495212001411, 1.8202943963585, 1.85184725084736, 1.88470771802374, 1.88584051919947, 1.84499774241303, 1.89693931454712, 1.84446016761743, 1.86173851085356, 1.86214417350069, 1.88013573613187, 1.85126633025023, 1.87935163764098, 1.90328481004454, 1.90628581847469, 1.87417802277308, 1.87991877553, 1.85403450619232, 1.78754199724292, 1.74107140187875, 1.69466544235765, 1.63345053710833, 1.61679515187715, 1.62721984980955, 1.57428208285439, 1.63589543773569, 1.52427731067261, 1.47920350334938, 1.52143337416338, 1.58025648237394, 1.59809055313341, 1.58790305689572, 1.65329588741203, 1.6014453089238, 1.58688572793793, 1.51211198336613, 1.52970359330684, 1.51274253385649, 1.54471455770848, 1.58890977151743, 1.64620821111256, 1.6486652843154, 1.64104478716837, 1.66278118342867, 1.71950147335903, 1.76136489317894, 1.74530118928165, 1.66583874403267, 1.66972377711439, 1.73592328943451, 1.79464064162768, 1.76743296649648, 1.70005975652089, 1.80011953370718, 1.85364789595056, 1.8134432667623, 1.8076030541977, 1.79736840335937, 1.80749083007187, 1.852389657711, 1.81408350164932, 1.81160228662013, 1.78000038662917, 1.82829747679079, 1.91291874463659, 1.88189867034646, 1.8597759442916, 1.88523547250025, 1.96252252321768, 1.99111025179353, 2.00181394572053, 1.94490006407501, 1.8049696858827, 1.73098658392754, 1.63215529880682, 1.6516213477001, 1.6516918989651, 1.64977323029498, 1.68924094807881, 1.68155169255329, 1.74894348669412, 1.71686341615815, 1.71865619299818, 1.71286324424035, 1.63785411164939, 1.70298386762392, 1.61862132790255, 1.72380166787914, 1.70062677790186, 1.69731056595052, 1.70855298955414, 1.67853615894538, 1.7561838388835, 1.74039063330848, 1.76975749932143, 1.75014842612701, 1.67765488613219, 1.5958532789158, 1.50229431453997, 1.55411566583923, 1.53413647176504, 1.54499859105897, 1.52842051892386, 1.52991652440539, 1.59333839745318, 1.63458712358572, 1.7016872126777, 1.73368959408086, 1.77899969097666, 1.7188194525223, 1.67334831700172, 1.62817392275293, 1.56455801658462, 1.5342885041015, 1.53209620305603, 1.51761173742428, 1.57210304322831, 1.5960327375906, 1.55721317923648, 1.5323265152501, 1.58866990871122, 1.50553474564715, 1.48756378005045, 1.46783328024653, 1.43687068476174, 1.43738653495066, 1.3562576113403, 1.29597537754267, 1.34785834900956, 1.41323497069929, 1.34708353997911, 1.31184225592516, 1.33725886589705, 1.36777753082298, 1.29399923087646, 1.3319309397784, 1.41653234467534, 1.4017336699988, 1.36016646787419, 1.37705811833237, 1.45047443747863, 1.4859223257395, 1.44510734426929, 1.42147077622053, 1.39000736573458, 1.35504926209246, 1.3533164195843, 1.367760952948, 1.34132601369877, 1.30608868813692, 1.26854296678184, 1.22035205320768, 1.19892542179521, 1.18207093801906, 1.2264652608338, 1.24771330979488, 1.37687150525355, 1.35990175760471, 1.34134838552272, 1.28701980073737, 1.29604007589019, 1.30552042427062, 1.26921889420708, 1.20671582807659, 1.27797474561218, 1.46314227693442, 1.45371977449753, 1.45475253116676, 1.46481671290428, 1.47470313428443, 1.50602215942451, 1.48627038437302, 1.36820920782938, 1.42138884391581, 1.43293867975294, 1.4429623269209, 1.38779222130024, 1.38824005502037, 1.38627248440373, 1.39571745029917, 1.40354469604354, 1.36137435404867, 1.38737317683626, 1.39265535136651, 1.38198280241798, 1.3650190935824, 1.43115938388264, 1.4086016765341, 1.41592631393967, 1.43905806444032, 1.48003935486038, 1.51625657743884, 1.49280822573718, 1.4729092845392, 1.5228736024028, 1.51386032380801, 1.55583504948887, 1.45803358069099, 1.47968431545854, 1.4767008894061, 1.48910826598665, 1.45375735743626, 1.33839734658771, 1.3762834899414, 1.28861820576168, 1.24400069012797, 1.23166700241565, 1.2298575610741, 1.22100328821776, 1.22151556080437, 1.26873232916884, 1.25792066731107, 1.28209725801188, 1.1596824909072, 1.16552833994998, 1.1628315981574, 1.18738297049543, 1.15942521390491, 1.21429971664979, 1.22364525204656, 1.21141282683912, 1.18213602884908, 1.22961230537512, 1.13987807761882, 1.08910001267957, 1.01281598416168, 1.08286882641059, 1.12601380005902, 1.03772003175537, 1.02128158482079, 1.06514450225395, 1.11565779193275, 1.19458337763568, 1.19153641632357, 1.2294179943976, 1.23177771505642, 1.25134546140333, 1.21276291831313, 1.20009582179192, 1.20611434088782, 1.30476892191894, 1.30202018842744, 1.34364246485469, 1.36408762981178, 1.30411317860669, 1.22280604735092, 1.27189480357298, 1.32615499477625, 1.23585228210155, 1.26437907800203, 1.3301192501083, 1.2558588358571, 1.23178329267884, 1.31525418755512, 1.34097303534497, 1.29557947965256, 1.26436997311026, 1.21283928284961, 1.18941622119667, 1.23064808690009, 1.18550135392668, 1.16754096193713, 1.21583594359918, 1.17307715998785, 1.13142715697238, 1.18495421119676, 1.17633254019025, 1.146209104227, 1.17029465546173, 1.20109466317395, 1.13499062075979, 1.21541133411437, 1.16486550284963, 1.17012970520145, 1.19251576196589, 1.27514689235484, 1.29807709402364, 1.35983429861986, 1.36218711612873, 1.36684475541431, 1.30779794472389, 1.4259061833385, 1.43974759202338, 1.52128971010313, 1.53290564533781, 1.48618976316314, 1.53931362536569, 1.5840634572469, 1.55398344887095, 1.52728523688757, 1.59064165420575, 1.55330721701222, 1.5253999239093, 1.44053176300441, 1.4734587915734, 1.48538666925765, 1.44825265261284, 1.42136155814966, 1.42769988791372, 1.41427026111737, 1.37547710084196, 1.47295555285976, 1.47825958018271, 1.52150980606083, 1.54444347913283, 1.51582156486141, 1.49934456312495, 1.49636336042252, 1.48609324374992, 1.4388996385952, 1.49548797108824, 1.45063117754781, 1.40465487021829, 1.4750679194426, 1.51146623342347, 1.48708093996199, 1.52313857105743, 1.58200419652496, 1.46248331522728, 1.4509833206737, 1.41988209816977, 1.41781632490369, 1.45095365070756, 1.51994860187471, 1.54914451093772, 1.54768850560232, 1.54043449002121, 1.6058736876549, 1.57941088082953, 1.51635764181333, 1.42943740397289, 1.42243002518865, 1.38949817075493, 1.32829572727327, 1.28138437257558, 1.30036957438405, 1.19425604294429, 1.22532829149844, 1.22597905040793, 1.13880587038551, 1.14888752506381, 1.11472876587758, 1.12255020382715, 1.06023376733256, 1.06759362559357, 1.06634297296793, 1.02177806172612, 0.873072994877742, 0.85877330010248, 0.887392945065254, 0.845641912523692, 0.945106904380957, 0.875689974130538, 0.816674704202643, 0.804636738141356, 0.733696294632442, 0.772206143935984, 0.724787946941502, 0.727197811944139, 0.658525071884033, 0.606646444611904, 0.573764535630965, 0.670997360956209, 0.64381504776283, 0.590454702790297, 0.621389826420617, 0.696617692084167, 0.651775601086815, 0.63009305218536, 0.651483959563735, 0.594058234586963, 0.600694618554335, 0.502194074045645, 0.484535436034402, 0.434716568240299, 0.389494148112718, 0.403817717525831, 0.382101681406515, 0.374213397525637, 0.320890332726748, 0.330878796389124, 0.327837230399919, 0.300264233677625, 0.254671465744809, 0.285202106717812, 0.29251651550698, 0.24553209724124, 0.317005103839125, 0.289727489345383, 0.346354863233123, 0.349894107234436, 0.304851149826972, 0.224560838114645, 0.163987735100414, 0.162525350379158, 0.168491380400409, 0.123650257716084, 0.11782848663658, 0.182075474674398, 0.181226313255894, 0.183743991366759, 0.20775471154776, 0.2778479800647, 0.19017498215728, 0.127350287253827, 0.0385180821306619, -0.0159221051248122, 0.0203732954322089, 0.0384287430764074, 0.0497014362106978, 0.0553671469618287, 0.0200986662276152, 0.0158755150843175, 0.0285622011446973, 0.0862329304971594, 0.0480017777644628, 0.105206960133526, 0.137733484859102, 0.171033786080616, 0.169600021608065, 0.0984708534573406, 0.120122037947136, 0.0829473386176971, 0.071580437607812, 0.167688103088745, 0.0798682118868299, 0.0962475752661158, 0.246284548428734, 0.34524140519557, 0.229335832772789, 0.182937940329145, 0.0764383629697132, 0.088098432552465, 0.0782218451312351, 0.00948082198824585, 0.0507630835779198, -0.0552139060411165, -0.0583651651199273, -0.0595887977475664, -0.0454223793826185, -0.0257449069169584, -0.00241203369297827, -0.0471346033430899, -0.04418945256351, -0.0387246808899251, 0.0344095940918212, 0.0102284455623043, -0.0154066393178804, -0.074417812617265, 0.0867834246527108, 0.137972496943692, 0.221461226986947, 0.186591542478615, 0.145718394951727, 0.107155953491724, 0.172067616691758, 0.213705601290672, 0.288654163229427, 0.328811548359125, 0.342233318707769, 0.38065965294657, 0.355556661671572, 0.510013061508143, 0.551955387262865, 0.487926056641474, 0.532140422803326, 0.511659249719355, 0.55208100291961, 0.517380964327663, 0.574447470496739, 0.541285811341802, 0.602103067408266, 0.569382835755356, 0.637067014937976, 0.648610888300001, 0.639762764231232, 0.607773176315258, 0.554681501234795, 0.536535705692364, 0.425504339464052, 0.458121908656563, 0.444622151635418, 0.46742946716213, 0.461806325284597, 0.434776154572174, 0.622711263817707, 0.638694159902067, 0.637789250510576, 0.571140049307871, 0.552167767209357, 0.561450713441357, 0.592663546143165, 0.604731931855685, 0.498559848755453, 0.476915458871188, 0.59112660607192, 0.574547522026594, 0.543198590066298, 0.550172974783052, 0.532371910703389, 0.56904792546516, 0.581824923026428, 0.556506157143399, 0.487864481561559, 0.460384658724607, 0.535556095752374, 0.600023520317024, 0.580098572310515, 0.542445302218782, 0.552787142984516, 0.543453084649042, 0.445320241122975, 0.380588426830486, 0.425051972006583, 0.434291202862336, 0.446018897630198, 0.457128634160156, 0.405579650823281, 0.43693758449812, 0.43173735809119, 0.525628198622663, 0.542958540603064, 0.573670006814722, 0.583611926033663, 0.534569926995309, 0.598156619429317, 0.617487554047249, 0.635259734930486, 0.71371653720863, 0.744979929669894, 0.679195997941936, 0.603621011624897, 0.611265259353548, 0.696078533422139, 0.679123764797766, 0.69148400435662, 0.704923875076463, 0.739590300775526, 0.785644515309396, 0.832220277698533, 0.865818757075086, 0.849983276757547, 0.849141457051152, 0.876953100112838, 0.928100995387312, 0.963937905091634, 0.991181365087096, 1.0923253671886, 1.10858965986748, 1.12111999110297, 1.14418248118809, 1.19777512792869, 1.25225546997639, 1.23834053359158, 1.32054101972394, 1.28668786600325, 1.2906793740359, 1.22345287981462, 1.19856055925571, 1.17680381835685, 1.14406864023153, 1.12143121411133, 1.16617725244964, 1.10817452762184, 1.0800916820701, 1.11469348055362, 1.02907963088626, 1.06703052890104, 1.04287930021661, 1.08580621927608, 1.02668770893755, 0.999734490930215, 0.997346336029056, 0.983628104885834, 0.937503983768641, 0.957303417535992, 0.984290337543775, 1.05524832298789, 1.11033634164334, 1.07610325184304, 1.07205538389868, 1.12645035806459, 1.06494650813072, 0.988510480163179, 1.00873349636723, 0.968623388345493, 0.993179345787736, 1.1174848561891, 1.16649361961763, 1.20003311454403, 1.18657803886031, 1.26746076124822, 1.20171504876873, 1.25453132149151, 1.31355699302178, 1.24154473130067, 1.19326391113543, 1.13202426754396, 1.15644519021957, 1.20183768922853, 1.16560207870207, 1.22689965014144, 1.19176881270492, 1.1083352829309, 1.06285918758089, 1.11027700352636, 1.11599273498993, 1.11822642663126, 1.14266536357787, 1.10808519918456, 1.16290076128848, 1.13302486515814, 1.10906394726609, 1.06247709767247, 1.03637702359007, 1.09121780928104, 1.13564082953911, 1.13084803592346, 1.09593963866007, 1.09199500077159, 1.04373655354474, 1.02703135211907, 0.991648819570994, 0.981811995141156, 0.958461232236787, 0.947935937903746, 0.973935857744527, 0.995231108704018, 0.9731104840571, 1.0092300507702, 0.913689348860711, 0.978550208133561, 1.04104169228353, 1.07737817960793, 1.09293623050576, 1.04719561231651, 0.972096616833654, 1.02256676045359, 1.02358652611629, 1.11119011051312, 1.07490984325491, 1.02138019237912, 0.984814580209023, 0.976320130196717, 0.914754388331347, 1.01614993146627, 0.941412446431839, 0.862764988365342, 0.847754374249887, 0.809535699820797, 0.753727843732721, 0.88305516673748, 0.835944238604157, 0.895687895009047, 0.967046194106881, 0.943109088540368, 0.975207139341086, 0.890154717598051, 0.869961411040862, 0.84234844959501, 0.866867797678496, 0.937431104964563, 0.868938719691982, 0.943051354216887, 1.03332945996814, 1.01772623693403, 0.93934533809255, 0.966600578595731, 0.971738037545135, 0.932197251964079, 1.02672703853537, 0.990614805129026, 1.00175041995762, 1.02323468370737, 0.947397350582099, 1.02051335393944, 1.1132255337294, 1.140903978027, 1.19965103166782, 1.17012977863004, 1.15518543584692, 1.18303947464093, 1.1988894271132, 1.15822333284679, 1.16162709352226, 1.22353123888002, 1.18734778275145, 1.16224667922794, 1.10724997835101, 1.14501272065105, 1.10442787691114, 1.13345505046586, 1.08514712585464, 1.03405894752455, 1.02979942999194, 0.968061342911367, 1.04121114719285, 1.05558947935691, 1.03918694580398, 0.968982158090106, 0.849977471116516, 0.924423646263325, 1.01463685406383, 1.05659018997776, 1.00838011818894, 1.0790601158472, 1.11975395825661, 1.05366743765763, 1.14311888494544, 1.05734200086923, 0.961646351030875, 0.988246955050841, 0.932201227694113, 0.826155780332515, 0.760229473409661, 0.906753005785741, 0.932124030946126, 0.864920490124657, 0.842081517835887, 0.86313522986102, 0.847314802456365, 0.86528822288702, 0.852327657770709, 0.895507238614905, 0.936483692464225, 0.983383962236662, 0.974095143462883, 0.89483540205405, 0.988929425611974, 0.965071354227099, 0.94100507398009, 1.06418151279261, 1.11253886871374, 1.10758859126513, 1.14283375199447, 1.16023542145477, 1.168057469762, 1.14466492013836, 1.20749694643308, 1.24218878433124, 1.23316220923202, 1.2717321233526, 1.27115006980736, 1.28115643237739, 1.35436576001711, 1.37263477141212, 1.39137763392412, 1.4315602661283, 1.40679937706179, 1.35194462764196, 1.41203280610921, 1.47637596769595, 1.51525024384763, 1.56977525418752, 1.64016775169438, 1.61384147161201, 1.68243111669559, 1.69003406999319, 1.57284815798788, 1.59820761506924, 1.61553274513965, 1.44109606265217, 1.38974626340878, 1.33577976363953, 1.31848254540882, 1.30363263069287, 1.32504029275391, 1.34779216951007, 1.24913740057987, 1.24400795326399, 1.21310237107475, 1.22669980267092, 1.21784721049893, 1.16317925644035, 1.13253683277673, 1.16203984681613, 1.13775003485194, 1.12546301037353, 1.05408015672904, 1.05198383637818, 1.0668988046752, 1.00165222678581, 1.10628690081662, 1.20666255580609, 1.22252506774576, 1.26411764495219, 1.18491653288499, 1.18300234869774, 1.20184129640978, 1.16893156546881, 1.0496905054681, 1.04077877908394, 1.02512473273159, 1.01281639549753, 1.01428875155921, 1.04630677873789, 1.06568350423728, 1.12394711326999, 1.12834140162665, 1.14803981843326, 1.13694049713395, 1.14727421981925, 1.06395912215334, 1.00834113585925, 0.991284134370215, 1.02813435581618, 0.96869586155245, 0.935065924783573, 1.01386153323261, 1.04306210711204, 0.98501703447302, 1.0028483283256, 1.02843068750337, 1.0535281609443, 1.10418306105663, 1.1316375482995, 1.04044489383481, 1.02297306209897, 1.04960757688739, 1.06138810342934, 1.04053128309091, 1.05117422015311, 1.07459990185592, 1.16208303781078, 1.1872781776534, 1.14252902982535, 1.20999875576621, 1.22198205915604, 1.19680141624216, 1.24213028984045, 1.28828293730338, 1.33142529334781, 1.35655170484449, 1.25624923581587, 1.30385651356531, 1.32811832447828, 1.24885357065517, 1.22628621877124, 1.27964515299121, 1.19912512250134, 1.1992005977578, 1.18159733637911, 1.2487773677499, 1.34172807907058, 1.36555750816799, 1.40486139734832, 1.33893906495107, 1.33664615191021, 1.34054194463717, 1.3022502251212, 1.25806178740571, 1.26218913963448, 1.347448885334, 1.40644509027773, 1.46367871463612, 1.41581274431774, 1.41779337296509, 1.33188653370512, 1.32449151436022, 1.27117401110599, 1.32498677097541, 1.33821520708145, 1.25627780948629, 1.13716941784993, 1.20494537391811, 1.21024374517772, 1.22863283141037, 1.18349019680869, 1.20170052265033, 1.20640323308049, 1.16396314660731, 1.1612382521321, 1.16314398573061, 1.163200555398, 1.18227782682155, 1.1744062811316, 1.05962534478105, 1.05239460279705, 1.10893882437535, 1.05620777108539, 1.03047528172032, 1.00823207404017, 0.977153757637911, 0.914394989832473, 0.904873932471207, 0.936511065393114, 0.967231015210894, 1.04595428379376, 1.02750462323857, 0.997338190944741, 0.996440763689288, 0.973775469550046, 0.968738953753194, 0.900022802195763, 0.930442040934262, 0.945946507079843, 0.904424507160719, 0.854965117567558, 0.868268736894324, 0.8406950266672, 0.776706345153738, 0.75829333309632, 0.734436913185499, 0.7852676247773, 0.758487271463536, 0.75212709248117, 0.685284594499953, 0.731500130189431, 0.739948512875154, 0.648412504629962, 0.62718974135882, 0.691498296312248, 0.736998890674842, 0.76056288500523, 0.78449584430972, 0.787774494863185, 0.798703143920395, 0.742276097806323, 0.817177188258688, 0.854020350084418, 0.82160810039638, 0.80595542817759, 0.8123076005559, 0.783421113199393, 0.684017861403367, 0.666507276761558, 0.682792198450461, 0.651130001657737, 0.593039271826567, 0.610093569917052, 0.684738806095535, 0.593336631096941, 0.567378093851775, 0.459481120363, 0.480372274220717, 0.372781639527081, 0.398076991583595, 0.419351596217452, 0.413957375061279, 0.462217319557026, 0.522231483266491, 0.552241426446866, 0.596436062109863, 0.555617346565121, 0.610527053631968, 0.560842907705834, 0.608021627125899, 0.603634832031768, 0.67789590036694, 0.706813318680888, 0.708088395052017, 0.730050362947592, 0.789016144829934, 0.724833027955854, 0.812269146194057, 0.795152739112635, 0.817581300270735, 0.726264522081024, 0.712822981423423, 0.698548922307207, 0.749707220819912, 0.725741782328285, 0.774694951751055, 0.816511782124644, 0.763237285024932, 0.852918245436566, 0.775897492882677, 0.695668358058075, 0.818924657703133, 0.764412436981619, 0.745798671722817, 0.716215095811518, 0.702808105316403, 0.687686890829854, 0.725468061468208, 0.72715417515716, 0.726538689234443, 0.721728636468488, 0.721745587910638, 0.716238189983258, 0.749123161016044, 0.744868005729192, 0.779787971189852, 0.778260875325257, 0.819751282830627, 0.855201517047847, 0.807175875405093, 0.750069898700167, 0.673478797960764, 0.614941530261964, 0.463979160295019, 0.547894292368928, 0.598781301732153, 0.556406816113722, 0.530047187584527, 0.623599128575988, 0.544138396758204, 0.54303970888362, 0.473950784744068, 0.49568591345141, 0.572573397265808, 0.60850033314902, 0.63092136237705, 0.589755843671954, 0.66054606230233, 0.668014578024395, 0.727470729866746, 0.76012449423628, 0.741371049717804, 0.765498877992757, 0.766310876449011, 0.797437686424987, 0.694324811605267, 0.674097605383777, 0.606489113583998, 0.625189022258723, 0.571263254497783, 0.512356012428415, 0.489479841764779, 0.455403642781145, 0.429639311236262, 0.444560012724405, 0.441440767995084, 0.453219250105611, 0.39277043466216, 0.408959524583457, 0.373718658589488, 0.368303513043192, 0.315719446470109, 0.331710461818343, 0.357981854928121, 0.363887606739808, 0.369313464749023, 0.427375141715511, 0.454579958290627, 0.498313258252333, 0.479608738153715, 0.468064254980075, 0.505085481508277, 0.512977125646628, 0.532255029859866, 0.637092726176055, 0.68547076783397, 0.71937823547004, 0.831729501563234, 0.787038515198974, 0.827190112835497, 0.799444491331148, 0.816836367112248, 0.743232127016715, 0.688137684532655, 0.74135467070646, 0.668303419388175, 0.604285192516098, 0.623350154419119, 0.596142954547644, 0.547322413207276, 0.495306370095603, 0.471057609940605, 0.518859993838892, 0.503526726307527, 0.540801651739295, 0.478792303026659, 0.483518545726074, 0.49127476614218, 0.497710698752998, 0.453131197728559, 0.454846618480819, 0.492863699763147, 0.492046014779884, 0.512673052131143, 0.547636123180139, 0.614494393434726, 0.611460851784632, 0.54620748688857, 0.588597601609445, 0.658433770034203, 0.658566908253048, 0.611602078363599, 0.543386246948385, 0.502679303299237, 0.509303335858705, 0.517551895896954, 0.529884821638537, 0.520511006394522, 0.489299369597839, 0.422529527442504, 0.467668625635779, 0.485481903686265, 0.412884578885179, 0.41965034377197, 0.417082742872153, 0.466237805266578, 0.393740463726834, 0.311568030674955, 0.306064798645118, 0.348901949558138, 0.345832757007288, 0.28134751874001, 0.319209452374277, 0.482651481594732, 0.420443033520723, 0.44840405881383, 0.466129589753044, 0.395851081850805, 0.474508014824235, 0.454073454908139, 0.368241501313521, 0.329782188551614, 0.278339104843067, 0.337094607428735, 0.240857707643586, 0.272315137348616, 0.333156364238103, 0.410874722572043, 0.352449312781534, 0.443717965954842, 0.520235966887334, 0.577467181796327, 0.614971393948806, 0.532809542283519, 0.514822674951013, 0.526902884191196, 0.602929430788828, 0.603474951220822, 0.61569882516043, 0.589195206180946, 0.630551041992606, 0.653095139041665, 0.634894956560647, 0.622777945605723, 0.759531898953918, 0.759622277448858, 0.721425696086277, 0.716902141922266, 0.693443650970308, 0.677537988685659, 0.642398635450741, 0.561062046480198, 0.63887276782744, 0.694398407544632, 0.733108537668486, 0.758470182184968, 0.737488663860182, 0.711064267963663, 0.639803513391551, 0.726452996502005, 0.809495587224121, 0.766823782407291, 0.780276579011639, 0.737228060846137, 0.661339032753547, 0.6604858739066, 0.62626921251155, 0.634263761201299, 0.621053078901008, 0.654980729499461, 0.66856032219093, 0.733109133215294, 0.688920845498017, 0.647895778840209, 0.644020413810076, 0.70569972074342, 0.656436360670351, 0.679894236909263, 0.628655780013227, 0.676307783390157, 0.64604483545139, 0.644169869708843, 0.745342678865635, 0.756886666675754, 0.695851269584224, 0.72884148979067, 0.72169967560077, 0.713445064624873, 0.658666805094015, 0.558824947581056, 0.48390316298825, 0.520281070360094, 0.545701189766526, 0.522539052767538, 0.459730625092215, 0.446190653757213, 0.389508177779209, 0.372877822586634, 0.234973093979372, 0.312816847858459, 0.321403885532455, 0.408033666288983, 0.434336193158621, 0.398290919254608, 0.364935571882258, 0.389345046438913, 0.415846083758272, 0.467940392048243, 0.365526380315748, 0.413700987488814, 0.364532391496558, 0.288566558785483, 0.332967838335763, 0.3453761781692, 0.344508570094698, 0.353211180935926, 0.245259876061571, 0.228619453443353, 0.236501060723275, 0.295471238560831, 0.247935404030105, 0.250455614573751, 0.194966170128724, 0.183417355847373, 0.229254021470814, 0.304819793496716, 0.198771973982947, 0.171212196324383, 0.264514382759371, 0.219205895686322, 0.235720582964818, 0.199009497100199, 0.139343332964507, 0.137368425244629, 0.131233893146648, 0.194405719715739, 0.151173683742463, 0.186097031732534, 0.132624221554423, 0.112233767201897, 0.110625682470601, 0.0435407688486107, 0.0566753552973909, 0.129986287390814, 0.114775504365609, 0.17026366771484, 0.182199337157158, 0.136647384286277, 0.216567515756778, 0.203762713111542, 0.187364237713763, 0.224333059520575, 0.229526580105179, 0.229005200713907, 0.27802565437338, 0.306427565761555, 0.381315301348825, 0.373985244881774, 0.405719912612039, 0.410676726393994, 0.423905026391255, 0.406728281085299, 0.50189996853983, 0.451598279319608, 0.443060035344286, 0.386820370451443, 0.334737423973328, 0.279780356025993, 0.249590719113358, 0.228608527197474, 0.182496385745243, 0.145118288534645, 0.130844312113817, 0.0820865204426566, 0.158051177356131, 0.17704525249091, 0.144857183461412, 0.127168550987387, 0.0717564272394375, 0.172159510530856, 0.17005861700951, 0.206242793371207, 0.191715924606681, 0.273367800468618, 0.271683728996366, 0.242235323042164, 0.228078105724884, 0.235291379888249, 0.226110263114347, 0.257342699303917, 0.319743971383233, 0.257557345511844, 0.264451635291816, 0.252210684832613, 0.221754648168309, 0.213660840636866, 0.230734099790273, 0.237264698890832, 0.230241640227395, 0.154749842222749, 0.181669546537309, 0.210714371456975, 0.235901671707831, 0.257463856067695, 0.234846350007692, 0.262474874335045, 0.407344340609573, 0.38656026924653, 0.419107670718894, 0.412390868315098, 0.400625323321081, 0.417399922024729, 0.467704903512904, 0.468513348695711, 0.41533435092201, 0.369473380602063, 0.362214253984552, 0.286604753608531, 0.372469117644001, 0.463746174349766, 0.496029113129074, 0.470217846026329, 0.413283414510379, 0.498479664451302, 0.510254667555159, 0.507673480169742, 0.501640329772231, 0.442003561085708, 0.394976020842201, 0.344612861095125, 0.283207209991736, 0.303609457506663, 0.343504669915607, 0.276054056501899, 0.227509881385997, 0.191425024274442, 0.158883834464387, 0.161920786942168, 0.12363135618875, 0.150035594468314, 0.115628380510473, 0.109156526076698, 0.147827624506644, 0.186756036355212, 0.149234913898161, 0.168660194399596, 0.0896021996278051, 0.10265507898863, 0.100927637766627, 0.117226254029644, 0.115265476625995, 0.00842231945359062, 0.0295061423559944, -0.0331372484952204, -0.041215155864653, -0.0731623931184662, -0.0607915470213847, -0.0247795500816466, -0.0581340989505597, -0.0814212683868965, -0.140194515736223, -0.232541563108798, -0.292270831812049, -0.317558140826944, -0.338111083906016, -0.298215251684572, -0.316404450000035, -0.363784168515375, -0.382175227561001, -0.388662529728061, -0.374942074206401, -0.331272070484229, -0.282358698047763, -0.247827592681342, -0.35913741940487, -0.426301008353871, -0.429521994918397, -0.468393535656492, -0.523580833458169, -0.559264522687406, -0.528822151738142, -0.504668545865877, -0.446116221824869, -0.446826840690913, -0.512146404055765, -0.433083118868892, -0.471017789554257, -0.463912004848795, -0.464875477955662, -0.447981004670951, -0.503483538097887, -0.578742315225218, -0.549982102418329, -0.571208181476106, -0.664886437384636, -0.72899863361582, -0.703305266713383, -0.705309610154763, -0.750983292598355, -0.720230640830748, -0.709887651127775, -0.708982019234968, -0.641851588396632, -0.673425052491081, -0.665537029974209, -0.589091197556084, -0.598536990769405, -0.498808987386529, -0.488827933073439, -0.475679616161312, -0.398406806461495, -0.396645124772707, -0.449366308768797, -0.531497563216946, -0.555785652019025, -0.596112418106725, -0.631913611400153, -0.574027614907871, -0.521345473856076, -0.503481828782547, -0.487932276555544, -0.557524844651133, -0.479761936132302, -0.473497114971293, -0.531862009840446, -0.462407323642214, -0.382442843217205, -0.317518448042957, -0.294398196478125, -0.344704909740155, -0.413860783816302, -0.336288385500513, -0.316657634892933, -0.33421937075416, -0.3690786257505, -0.318173002247782, -0.364122687871616, -0.312570740895312, -0.258322532884304, -0.268772611772815, -0.244490144960589, -0.1848648794275, -0.16145816960191, -0.156775531053187, -0.222906305166126, -0.249834513554674, -0.218164401062034, -0.254192398467453, -0.181696243518129, -0.086152658830196, -0.0994595101266444, -0.0799757736461304, -0.0611931380621429, -0.0662444989238438, -0.0580591583309014, -0.0722730537414549, -0.126244224320582, -0.0636481136020746, -0.0362906077650651, -0.0693140120492153, -0.0657030627003539, -0.0390537772099582, -0.126370884010062, -0.120911325854645, -0.182847769280532, -0.205309013107636, -0.285106962479976, -0.366590588582595, -0.474469147848318, -0.442092511563175, -0.346089336202011, -0.28775607562474, -0.334388537636009, -0.369327633834567, -0.308033467811057, -0.408572208119157, -0.437245237421826, -0.4486282281929, -0.532318288545203, -0.455289634869994, -0.434189306783241, -0.374708966350102, -0.391824477876087, -0.386588854924495, -0.373020616421474, -0.299347138324477, -0.220453136691272, -0.251579864630062, -0.196556239555159, -0.172514280456701, -0.130160861414255, -0.200514834944489, -0.213984905544705, -0.145638001118912, -0.138746058007629, -0.134392475524487, -0.165353308998613, -0.111198278832683, -0.108540681215043, -0.100308776051965, -0.137449018070571, -0.0783983980026193, -0.0766406159164426, -0.0186832905670511, -0.0226911173610285, -0.0195505035727082, -0.0102911094459617, -0.0337321630179015, -0.130487177543107, -0.168559618253974, -0.211348528463442, -0.225151239431811, -0.271961260669102, -0.280332164101537, -0.28437768476908, -0.203752572730921, -0.213969332790454, -0.118151845897747, -0.114014948467954, -0.10976433638162, -0.0867882636485611, -0.0818665252551005, -0.12774078078168, -0.107054690482751, -0.0543359227893703, -0.0281849083277552, -0.0245208872895915, -0.0645143586600492, -0.0146844350488697, 0.00577102029714727, -0.0126824654802422, -0.0433322320343805, -0.0545310972150506, -0.0171680220638701, -0.0385005687668363, 0.00397224682963793, -0.0579852528464775, -0.0140291351479029, -0.0181132130079749, 0.0501872478993275, 0.0722951746317475, 0.103929651986345, 0.0251264042954653, 0.0146683313179838, 0.0116752435146681, -0.0712192114712904, -0.13978118526714, -0.135503132531684, -0.198000602179182, -0.230731628586053, -0.194668889479262, -0.155588886553471, -0.175463349480053, -0.177574565302188, -0.132492422553756, -0.173076060588392, -0.192782148474, -0.131181371054649, -0.126520537240784, -0.196546079726879, -0.212416851860834, -0.287930222506, -0.324136807174273, -0.387852454491511, -0.436140426752165, -0.478613900542682, -0.502518140505497, -0.417804850307071, -0.41337522607725, -0.502126410463485, -0.600907268810295, -0.645458523288985, -0.569413602862691, -0.485949421450899, -0.533376903257878, -0.492746771701721, -0.431221184285147, -0.488833176568191, -0.579789623901555, -0.629654662946078, -0.665791977401733, -0.69061164132271, -0.595775262262995, -0.595690025364229, -0.58806767502915, -0.593582080403224, -0.634708711255769, -0.684260868608153, -0.609348344746079, -0.624434847409592, -0.605538810754183, -0.666705989650101, -0.62456271879468, -0.650565437313412, -0.639028148976363, -0.645688133549051, -0.748627465512532, -0.683757018452471, -0.632282186672017, -0.67336137786613, -0.665595689093603, -0.718137105775055, -0.676367851104642, -0.642792024936016, -0.757145063965681, -0.833089336832159, -0.87583119219141, -0.87182458664564, -0.93100166734675, -0.897843933267321, -0.903979491949689, -0.901797359611425, -0.947344743694018, -0.917348904326848, -0.908595722370025, -0.908018811775658, -0.914633323995864, -0.947290160406691, -1.00840112022206, -1.05676884222199, -1.16628671465246, -1.14740414563335, -1.10764392920686, -1.16392148334138, -1.1298465070464, -1.17015045837902, -1.18569007907655, -1.20841637161798, -1.33963814941303, -1.31611472931186, -1.32210945360572, -1.30612300842508, -1.18432223169265, -1.17687202054834, -1.07471826255474, -1.05299860932183, -1.00853748642798, -1.05137849714137, -1.02455064281887, -1.06026016340371, -1.09240059142501, -1.11530857355971, -1.10790883032013, -1.13672727456619, -1.16838053622056, -1.1014344396177, -1.11636857470191, -1.18577338556675, -1.24684836674655, -1.30550612084739, -1.27770433164315, -1.2657807395567, -1.32916564330602, -1.34853178053655, -1.35191724915172, -1.30666444612319, -1.21262771332131, -1.16614961062786]\n",
+ "kmeans_clusters_tr = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 0, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4]\n",
+ "agglo_clusters_tr = [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4]\n",
+ "dbscan_clusters_tr = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4]\n",
+ "hdbscan_clusters_tr = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]\n",
+ "\n",
+ "\n",
+ "\n",
+ "plot(f0_zgn,f1_zgn,2,labels=hdbscan_clusters_zgn,title=\"hdbscan\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "b0ec77a2",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "celltoolbar": "Tags",
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.10"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/artificial/.ipynb_checkpoints/k-means-checkpoint.ipynb b/artificial/.ipynb_checkpoints/k-means-checkpoint.ipynb
new file mode 100644
index 0000000..86aaea6
--- /dev/null
+++ b/artificial/.ipynb_checkpoints/k-means-checkpoint.ipynb
@@ -0,0 +1,301 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "3d74e5ef",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ ":9: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray.\n",
+ " data_triple=np.array(data)[0]\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/plain": [
+ "'\\nkm = cluster.KMeans(n_clusters=2).fit_predict(data_tab)\\nplt.figure(figsize=(12,12))\\nplt.scatter(data_x,data_y,c=km)\\nplt.show()\\n'"
+ ]
+ },
+ "execution_count": 5,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "from scipy.io import arff\n",
+ "from sklearn import cluster\n",
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "import time\n",
+ "from sklearn import metrics\n",
+ "\n",
+ "data = arff.loadarff(open('square1.arff','r'))\n",
+ "data_triple=np.array(data)[0]\n",
+ "data_tab=[]\n",
+ "data_x = []\n",
+ "data_y = []\n",
+ "for tuple in data_triple:\n",
+ " data_tab.append([tuple[0],tuple[1]])\n",
+ " data_x.append(tuple[0])\n",
+ " data_y.append(tuple[1]) \n",
+ "#print(data_tab[:,0])\n",
+ "\n",
+ "#################\n",
+ "# A FAIRE #\n",
+ "#################\n",
+ "\"\"\"\n",
+ "Faire une fonction prenant en parametre la metrique pour faire un case\n",
+ "\"\"\"\n",
+ "#################\n",
+ "#################\n",
+ "#Silhouette metrics\n",
+ "\n",
+ "def calcul(data_tab,method,deb,fin):\n",
+ " times=[]\n",
+ " grades=[]\n",
+ " if(method==\"silhouette\"):\n",
+ " for k in range(deb,fin):\n",
+ " start=time.time() \n",
+ " kmeans = cluster.KMeans(n_clusters=k).fit(data_tab)\n",
+ " end=time.time()\n",
+ " labels = kmeans.labels_\n",
+ " score = metrics.silhouette_score(data_tab,labels,metric = 'euclidean')\n",
+ " grades.append(score)\n",
+ " times.append(end-start)\n",
+ " elif method==\"bouldin\":\n",
+ " for k in range(deb,fin):\n",
+ " start=time.time()\n",
+ " kmeans = cluster.KMeans(n_clusters=k).fit(data_tab)\n",
+ " end=time.time()\n",
+ " labels = kmeans.labels_\n",
+ " score = metrics.davies_bouldin_score(data_tab,labels)\n",
+ " grades.append(score)\n",
+ " times.append(end-start)\n",
+ " elif method==\"calinski\":\n",
+ " for k in range(deb,fin):\n",
+ " start=time.time()\n",
+ " kmeans = cluster.KMeans(n_clusters=k).fit(data_tab)\n",
+ " end=time.time()\n",
+ " labels = kmeans.labels_\n",
+ " score = metrics.calinski_harabasz_score(data_tab,labels)\n",
+ " grades.append(score)\n",
+ " times.append(end-start)\n",
+ " plt.figure(figsize=(12,12))\n",
+ " plt.subplot(121,title=\"Score\")\n",
+ " plt.scatter(range(deb,fin),grades)\n",
+ " plt.plot(range(deb,fin),grades,c='red')\n",
+ " plt.subplot(122,title=\"Temps\")\n",
+ " plt.scatter(range(deb,fin),times)\n",
+ " plt.plot(range(deb,fin),times,c='red')\n",
+ " plt.suptitle(method)\n",
+ " plt.show()\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "calcul(data_tab,\"silhouette\",2,20)\n",
+ "\n",
+ "\n",
+ "\"\"\"\n",
+ "km = cluster.KMeans(n_clusters=2).fit_predict(data_tab)\n",
+ "plt.figure(figsize=(12,12))\n",
+ "plt.scatter(data_x,data_y,c=km)\n",
+ "plt.show()\n",
+ "\"\"\"\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 52,
+ "id": "4bde2615",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "2\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "path = './'\n",
+ "databrut = arff.loadarff(open(path+\"disk-4500n.arff\", 'r'))\n",
+ "data = [[x[0],x[1]] for x in databrut[0]]\n",
+ "f0 = [f[0] for f in data]\n",
+ "f1 = [f[1] for f in data]\n",
+ "plt.scatter(f0, f1, s=8)\n",
+ "plt.title(\"Donnees initiales\")\n",
+ "plt.show()\n",
+ "\n",
+ "def calcul_agglo(data_tab,method,linkage,deb,fin):\n",
+ " agglo = []\n",
+ " grades = []\n",
+ " times = []\n",
+ " if(method==\"silhouette\"):\n",
+ " for k in range(deb,fin):\n",
+ " start=time.time() \n",
+ " agglo = cluster.AgglomerativeClustering(n_clusters=k,linkage=linkage).fit(data_tab)\n",
+ " end=time.time()\n",
+ " labels = agglo.labels_\n",
+ " score = metrics.silhouette_score(data_tab,labels,metric = 'euclidean')\n",
+ " grades.append(score)\n",
+ " times.append(end-start)\n",
+ " elif method==\"bouldin\":\n",
+ " for k in range(deb,fin):\n",
+ " start=time.time()\n",
+ " agglo = cluster.AgglomerativeClustering(n_clusters=k,linkage=linkage).fit(data_tab)\n",
+ " end=time.time()\n",
+ " labels = agglo.labels_\n",
+ " score = metrics.davies_bouldin_score(data_tab,labels)\n",
+ " grades.append(score)\n",
+ " times.append(end-start)\n",
+ " elif method==\"calinski\":\n",
+ " for k in range(deb,fin):\n",
+ " start=time.time()\n",
+ " agglo = cluster.AgglomerativeClustering(n_clusters=k,linkage=linkage).fit(data_tab)\n",
+ " end=time.time()\n",
+ " labels = agglo.labels_\n",
+ " score = metrics.calinski_harabasz_score(data_tab,labels)\n",
+ " grades.append(score)\n",
+ " times.append(end-start)\n",
+ " #print(grades)\n",
+ " max_value = max(grades)\n",
+ " max_index = grades.index(max_value)\n",
+ " print(max_index+deb)\n",
+ " agglo = cluster.AgglomerativeClustering(n_clusters=max_index+deb,linkage=linkage).fit_predict(data_tab)\n",
+ " plt.figure(figsize=(12,12))\n",
+ " plt.scatter(f0,f1,c=agglo)\n",
+ " plt.show()\n",
+ "\n",
+ "\n",
+ "calcul_agglo(data,\"silhouette\",'single',2,10)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 71,
+ "id": "d9a8fa64",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "path = './'\n",
+ "databrut = arff.loadarff(open(path+\"dartboard2.arff\", 'r'))\n",
+ "data = [[x[0],x[1]] for x in databrut[0]]\n",
+ "f0 = [f[0] for f in data]\n",
+ "f1 = [f[1] for f in data]\n",
+ "plt.scatter(f0, f1, s=8)\n",
+ "plt.title(\"Donnees initiales\")\n",
+ "plt.show()\n",
+ "\n",
+ "def calcul_dbscan(data_tab,dist,nb):\n",
+ " start=time.time()\n",
+ " agglo = cluster.DBSCAN(eps=dist,min_samples=nb).fit_predict(data_tab) \n",
+ " end=time.time()\n",
+ " plt.figure(figsize=(12,12))\n",
+ " plt.scatter(f0,f1,c=agglo)\n",
+ " plt.show()\n",
+ "\n",
+ "calcul_dbscan(data,0.01,3)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "005e4c27",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import hdbscan\n"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.10"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/artificial/2d-10c.arff b/artificial/2d-10c.arff
new file mode 100644
index 0000000..78ed15b
--- /dev/null
+++ b/artificial/2d-10c.arff
@@ -0,0 +1,2997 @@
+@RELATION 2d-10c
+%
+@ATTRIBUTE a0 REAL
+@ATTRIBUTE a1 REAL
+@ATTRIBUTE CLASS {0,1,2,3,4,5,6,7,8,9}
+%
+@DATA
+1.00007,40.9378,0
+0.99736,41.1714,0
+0.134799,41.8113,0
+2.47585,41.6346,0
+-3.0587,41.3887,0
+0.73266,41.4888,0
+0.35745,41.8429,0
+0.157674,41.7513,0
+2.69103,41.8298,0
+0.536346,41.5344,0
+2.46873,41.4813,0
+-1.91946,40.8824,0
+3.44394,41.3349,0
+2.88157,41.1534,0
+-0.53933,41.4057,0
+-0.0276636,41.1127,0
+0.0933292,41.0051,0
+0.209173,41.7993,0
+-0.0668266,41.7829,0
+1.79969,42.3177,0
+0.510155,41.6298,0
+0.138588,41.1531,0
+-0.0175984,41.694,0
+0.618498,41.4093,0
+-2.63433,41.9534,0
+2.01141,41.222,0
+5.57577,41.5869,0
+1.40539,41.53,0
+3.55797,41.8688,0
+2.68052,41.3868,0
+2.95654,41.486,0
+-0.391807,41.2361,0
+4.00381,41.4221,0
+1.44796,41.0426,0
+0.201187,41.4562,0
+0.795719,41.6564,0
+0.502018,41.5292,0
+0.290078,41.6987,0
+1.19913,40.799,0
+-1.28096,41.1171,0
+0.030134,41.4093,0
+1.99597,41.7064,0
+3.11367,41.4872,0
+0.546399,41.5257,0
+-1.00433,41.3616,0
+1.22587,42.0243,0
+-0.202468,41.863,0
+-1.40362,40.9709,0
+0.977844,40.6544,0
+2.66858,41.613,0
+3.87692,41.5591,0
+2.62824,41.4168,0
+2.06543,41.3289,0
+-1.63482,41.3223,0
+2.00123,41.8628,0
+3.64504,42.0131,0
+-2.36311,41.4501,0
+2.6411,41.6433,0
+-2.92099,40.9228,0
+1.66685,41.3844,0
+1.35976,41.4936,0
+2.40343,42.0717,0
+-0.156466,41.3901,0
+-0.149501,41.3361,0
+2.31285,41.3771,0
+2.73428,41.6682,0
+0.703931,40.8069,0
+2.65785,41.2811,0
+4.18733,41.6706,0
+0.21038,41.3822,0
+-2.37222,41.5596,0
+2.14842,42.1958,0
+3.90696,41.487,0
+0.805582,40.9885,0
+2.88554,41.7446,0
+0.4224,41.6881,0
+4.28893,41.7292,0
+0.709065,41.6168,0
+-1.114,41.4017,0
+0.00767159,41.3293,0
+2.98833,41.0246,0
+-0.895292,41.5051,0
+3.71451,41.4277,0
+-0.34788,40.9151,0
+3.6333,41.5624,0
+3.86924,41.0564,0
+-0.228855,40.791,0
+3.10995,41.9408,0
+2.41484,41.1329,0
+3.09267,41.8441,0
+-1.40569,40.9844,0
+2.83167,41.5767,0
+-2.08925,41.8549,0
+-0.0413047,41.4111,0
+0.99321,41.2289,0
+5.49799,42.229,0
+4.56593,41.3131,0
+2.62767,41.2001,0
+1.86702,41.0572,0
+0.99447,40.9706,0
+1.35799,41.9985,0
+0.965753,41.2944,0
+5.09559,41.0741,0
+1.36247,41.1762,0
+1.69922,41.2959,0
+3.16355,41.7048,0
+5.25389,41.8303,0
+0.531934,41.5568,0
+3.28948,41.5843,0
+0.10212,41.6421,0
+-2.09836,41.0296,0
+1.1946,41.225,0
+0.0879961,41.7027,0
+-0.344577,41.9871,0
+-0.195498,41.2088,0
+2.2287,41.8828,0
+3.68595,41.7489,0
+2.78496,41.4375,0
+-1.03866,41.3832,0
+0.83488,40.8743,0
+1.10206,41.6165,0
+2.73045,42.2562,0
+1.85942,42.4662,0
+-2.90953,41.7232,0
+3.17061,41.78,0
+-1.28675,41.7713,0
+3.19275,41.3024,0
+2.44799,41.3377,0
+1.01221,41.3916,0
+2.86381,41.3201,0
+2.53895,41.8226,0
+0.652358,41.6833,0
+2.95625,41.2105,0
+2.05624,41.7799,0
+2.73907,41.5838,0
+0.19292,41.4039,0
+-1.90824,41.2266,0
+3.31292,41.8747,0
+-1.17188,41.499,0
+-1.19959,41.2945,0
+3.40639,41.4131,0
+-0.309029,41.7895,0
+2.29291,41.4736,0
+2.85405,41.4468,0
+0.906787,41.8417,0
+1.03301,41.6805,0
+2.7908,41.5484,0
+1.60142,41.0711,0
+3.07553,41.3319,0
+2.66801,41.3151,0
+1.57486,41.8305,0
+4.79379,42.3375,0
+0.683916,41.4464,0
+4.30425,41.5736,0
+-4.99684,41.4194,0
+0.407559,41.5083,0
+1.31942,41.2904,0
+-2.36349,41.9116,0
+4.31274,41.5094,0
+3.94453,41.3956,0
+46.3802,3.32142,1
+48.4628,3.09102,1
+46.1492,3.13285,1
+48.8009,2.98271,1
+46.13,3.22293,1
+48.8492,3.34834,1
+52.4008,2.66164,1
+45.6532,2.92506,1
+51.7098,3.12781,1
+49.3856,2.97191,1
+54.8398,3.09188,1
+51.3912,3.04305,1
+48.7477,2.88549,1
+47.3895,3.08509,1
+45.5833,3.42697,1
+52.1513,3.39225,1
+54.7523,3.18117,1
+47.9111,3.25294,1
+43.0308,3.16003,1
+52.5527,2.9644,1
+51.0376,3.12574,1
+39.7875,3.24483,1
+51.4247,3.02434,1
+54.9527,3.11502,1
+55.269,3.23374,1
+51.6444,3.05482,1
+52.7037,3.40248,1
+47.3123,3.11889,1
+39.9097,3.19928,1
+46.9546,3.21672,1
+54.7801,3.45151,1
+46.8688,3.30554,1
+50.7167,3.3011,1
+43.3099,3.13502,1
+49.0462,3.30432,1
+46.7978,3.14741,1
+39.1666,3.25898,1
+52.8303,3.2864,1
+43.5847,3.09874,1
+43.8313,3.26131,1
+47.0354,3.37726,1
+43.8303,3.00101,1
+49.2136,2.82901,1
+53.0703,3.25768,1
+51.5605,3.13051,1
+51.6565,3.03276,1
+54.6803,3.21761,1
+52.8974,3.11975,1
+49.8031,3.24972,1
+42.8679,3.06868,1
+49.5025,3.32133,1
+48.1066,3.25607,1
+47.5742,3.31038,1
+47.9516,3.0661,1
+45.6754,3.06525,1
+53.5019,3.2174,1
+56.9209,3.22393,1
+46.6076,3.35139,1
+45.2508,3.26453,1
+46.0753,3.31525,1
+49.2275,2.83737,1
+48.5368,3.22135,1
+51.592,3.38263,1
+52.079,3.253,1
+47.6605,3.08802,1
+52.4266,3.27257,1
+47.2102,3.07995,1
+51.7235,3.18778,1
+48.3572,3.40303,1
+50.4224,3.43891,1
+48.8457,3.17306,1
+52.3564,3.11401,1
+47.8073,3.37175,1
+45.2018,3.14158,1
+42.0126,3.31301,1
+47.1974,3.31478,1
+44.5805,3.09813,1
+47.9305,3.36138,1
+46.6296,3.05323,1
+51.7158,3.24734,1
+48.241,3.1586,1
+43.1457,3.10903,1
+53.5328,3.23527,1
+51.2686,3.05155,1
+52.6787,3.26477,1
+47.3229,3.25546,1
+50.6885,2.86228,1
+56.2172,3.26755,1
+52.5805,3.00891,1
+41.348,3.07628,1
+44.471,3.22271,1
+45.5043,3.17306,1
+52.9761,3.46274,1
+48.554,2.92317,1
+51.0304,3.05824,1
+55.3886,3.30659,1
+43.4255,3.25965,1
+51.9739,3.21241,1
+55.4508,3.21214,1
+48.8366,3.10592,1
+49.6574,3.43084,1
+48.2048,3.10344,1
+48.3355,3.2727,1
+51.1717,2.86299,1
+48.2203,3.30793,1
+45.1759,3.38008,1
+52.557,3.41086,1
+50.9924,2.98479,1
+49.8621,3.36127,1
+49.4336,3.19372,1
+48.7223,3.22935,1
+46.0376,3.53939,1
+51.1494,3.09522,1
+51.5877,3.53584,1
+54.3164,3.11213,1
+55.9106,3.02007,1
+51.3509,3.13694,1
+43.6607,3.15844,1
+50.3681,3.26108,1
+52.1362,3.10912,1
+45.1316,3.19939,1
+49.7714,2.84767,1
+45.1409,3.17001,1
+48.7293,3.39143,1
+55.6218,3.21222,1
+45.5667,3.1683,1
+50.5703,3.15988,1
+40.4224,3.12012,1
+46.9099,2.99161,1
+48.3726,2.85729,1
+46.6999,3.18883,1
+54.7413,3.47117,1
+47.3751,3.41105,1
+46.3036,3.33763,1
+45.4987,3.39797,1
+46.846,3.31468,1
+51.7251,3.43504,1
+45.2973,2.98033,1
+49.8244,3.21477,1
+47.2907,3.14332,1
+55.7865,3.11092,1
+47.5147,3.13047,1
+51.9523,3.20358,1
+53.7048,3.15458,1
+55.4817,2.9708,1
+47.0661,2.97888,1
+51.1148,3.04882,1
+55.7009,3.23165,1
+49.0926,3.0482,1
+49.2104,2.91954,1
+48.1315,3.1167,1
+43.8467,3.23859,1
+51.1212,3.10171,1
+48.241,3.27221,1
+48.7886,3.24547,1
+52.8058,3.31464,1
+54.6923,3.14978,1
+52.6505,3.483,1
+48.0059,3.01747,1
+43.2217,3.1709,1
+45.0373,3.21427,1
+50.8902,2.88582,1
+52.6745,3.24796,1
+49.427,3.25409,1
+47.8334,3.05406,1
+51.2101,3.08916,1
+46.2907,3.33246,1
+46.9564,3.06804,1
+48.7533,3.26383,1
+41.4118,3.22717,1
+57.1937,3.19327,1
+49.6908,3.18739,1
+48.1525,3.45527,1
+49.0834,2.90239,1
+45.3508,3.43377,1
+50.7461,3.29786,1
+48.4637,3.24045,1
+53.1632,3.14422,1
+44.9922,3.276,1
+52.8385,3.36757,1
+55.1785,2.78434,1
+52.6964,3.06467,1
+52.3657,3.04656,1
+52.695,2.99897,1
+47.426,2.99716,1
+45.3452,3.15207,1
+45.2563,2.95095,1
+44.9966,3.2906,1
+50.3892,3.10151,1
+42.8576,3.18715,1
+52.9982,3.05736,1
+50.0296,3.14682,1
+48.4227,3.12249,1
+45.8861,2.99218,1
+50.1186,3.39889,1
+42.2795,3.03919,1
+47.6122,2.89763,1
+44.026,3.10352,1
+49.8229,3.23362,1
+42.2478,3.25066,1
+51.3718,3.3026,1
+52.9524,3.12044,1
+51.347,3.30349,1
+49.2108,3.11055,1
+46.7317,3.08488,1
+38.398,3.33134,1
+49.4036,3.14496,1
+48.2214,3.32088,1
+38.0886,3.25209,1
+51.0267,2.86896,1
+40.9795,3.14887,1
+50.4044,3.33867,1
+48.3125,3.05636,1
+58.1081,3.45579,1
+48.4837,2.77284,1
+44.6498,3.00221,1
+48.0957,3.12917,1
+51.6222,3.31966,1
+50.5266,3.00372,1
+55.8049,3.2521,1
+44.3543,3.03395,1
+51.7189,3.2616,1
+53.1411,2.97594,1
+49.0658,3.16308,1
+43.6292,3.28213,1
+46.6628,3.07487,1
+49.0,3.25821,1
+51.1193,3.28436,1
+48.537,3.39792,1
+51.1833,3.16959,1
+50.7161,3.29627,1
+42.8636,3.07529,1
+49.4004,3.31495,1
+52.8072,3.51344,1
+44.2475,3.20818,1
+48.1885,3.19024,1
+48.0431,3.19459,1
+44.0315,3.38755,1
+45.6412,3.33712,1
+43.1365,3.05084,1
+47.0187,3.23208,1
+51.5345,3.38118,1
+57.173,3.32384,1
+44.6304,3.15582,1
+51.4211,3.42271,1
+47.8996,3.34198,1
+50.7063,3.26427,1
+51.7951,3.02464,1
+46.7669,3.3198,1
+55.0914,3.26275,1
+46.1609,3.08328,1
+44.2276,3.02086,1
+47.1665,3.08554,1
+49.9811,3.05603,1
+52.716,2.99968,1
+49.7461,3.31221,1
+50.5154,2.95242,1
+48.383,3.25018,1
+52.7087,2.79629,1
+44.2069,3.17022,1
+51.2816,3.11025,1
+46.0121,3.36816,1
+45.672,3.02456,1
+56.4607,3.18282,1
+39.4447,2.97675,1
+53.1977,3.4076,1
+48.1868,3.24323,1
+45.7023,3.11071,1
+46.9664,3.37809,1
+46.7991,3.28213,1
+53.2534,3.37943,1
+51.7157,3.14671,1
+43.9658,3.28225,1
+49.6987,3.5289,1
+47.755,3.08917,1
+48.7549,2.9592,1
+47.8815,3.30628,1
+47.6413,3.00383,1
+50.7445,3.20133,1
+51.4968,3.11166,1
+48.0207,3.00295,1
+51.4464,3.2879,1
+45.2989,3.0688,1
+41.2781,3.04708,1
+48.9077,3.32952,1
+51.8702,3.37652,1
+45.7139,2.99215,1
+46.0954,3.25909,1
+47.809,3.31064,1
+49.129,3.37745,1
+46.5891,3.21292,1
+45.8006,3.28586,1
+49.1638,3.41501,1
+51.1161,3.20525,1
+46.8335,3.27148,1
+49.3144,3.14129,1
+47.488,3.1997,1
+46.7548,3.04395,1
+52.4264,3.1654,1
+40.174,3.10943,1
+49.4648,3.22927,1
+51.5877,3.06211,1
+45.8653,3.36263,1
+44.6298,3.20112,1
+44.3965,3.39205,1
+47.911,3.30222,1
+49.4857,3.23339,1
+56.1655,3.05991,1
+53.602,3.25718,1
+56.3524,3.02202,1
+50.1797,3.27069,1
+47.9044,3.09403,1
+45.6034,3.06824,1
+48.638,3.33807,1
+45.1189,3.48732,1
+52.2518,3.45751,1
+55.5827,3.25323,1
+49.7789,2.9981,1
+45.8278,2.93058,1
+59.3848,3.20105,1
+56.9081,3.28189,1
+50.2923,3.11007,1
+49.6901,3.33219,1
+50.4372,3.33817,1
+46.6901,2.90752,1
+43.0592,3.07746,1
+53.0521,3.31728,1
+51.6457,2.91166,1
+56.4155,3.16169,1
+48.1242,3.06898,1
+51.1564,3.138,1
+45.9108,3.00238,1
+41.8679,3.41625,1
+45.2634,3.32542,1
+48.371,3.04901,1
+51.7331,3.12092,1
+55.2505,2.87529,1
+50.4898,3.26063,1
+45.7229,3.02482,1
+53.2487,3.12843,1
+40.7495,3.11301,1
+54.4269,3.0139,1
+49.8631,3.20293,1
+51.3726,3.2277,1
+45.2361,3.07773,1
+48.4523,3.07081,1
+46.287,3.13189,1
+50.3515,3.27347,1
+44.9904,3.26817,1
+42.4476,3.27972,1
+47.3749,3.03735,1
+53.4555,3.31727,1
+48.4153,3.1094,1
+53.7926,3.04449,1
+54.0196,3.39215,1
+50.2666,3.36189,1
+52.443,3.01037,1
+48.3527,3.33365,1
+48.1739,3.45715,1
+47.1748,3.10138,1
+51.9233,3.25977,1
+43.4883,3.18882,1
+54.9576,3.1186,1
+48.4501,3.26485,1
+54.5546,3.1002,1
+46.7135,3.17809,1
+49.1796,3.06229,1
+45.108,3.00187,1
+45.3851,3.18066,1
+47.5917,3.02068,1
+42.1095,3.29195,1
+47.5234,3.24008,1
+49.1828,3.21735,1
+47.529,3.169,1
+48.2168,3.20558,1
+51.3444,3.50515,1
+56.7801,3.12952,1
+43.376,3.11452,1
+51.6813,3.05728,1
+46.4761,3.33867,1
+42.7989,3.28225,1
+48.2147,3.33388,1
+43.8398,3.21452,1
+45.3259,3.32341,1
+42.4857,3.12416,1
+53.3488,3.00662,1
+40.6202,3.31405,1
+47.8093,3.37327,1
+53.1658,3.05509,1
+49.9901,3.30853,1
+46.1864,3.25731,1
+53.3771,3.31825,1
+45.314,2.97054,1
+43.5727,3.38909,1
+46.3295,2.95946,1
+52.0035,3.36222,1
+47.0441,3.09477,1
+46.4137,3.36186,1
+48.4922,2.88955,1
+47.4296,2.91461,1
+52.8988,3.00928,1
+51.0569,3.26932,1
+45.0936,3.10621,1
+51.7982,3.06612,1
+50.047,3.18173,1
+46.3997,3.47319,1
+40.6815,3.26614,1
+50.7804,3.14651,1
+50.945,3.00502,1
+53.8828,2.77829,1
+44.4023,3.38764,1
+48.7407,2.96121,1
+41.8816,3.10102,1
+50.8409,3.1567,1
+47.3503,3.31003,1
+45.4192,3.08922,1
+44.6007,3.45986,1
+45.7837,3.1961,1
+49.0422,3.00113,1
+56.4355,3.05265,1
+46.9315,3.03045,1
+48.6428,2.99467,1
+49.1295,3.08512,1
+51.5027,3.2787,1
+37.855,3.03425,1
+53.5651,2.99958,1
+52.905,3.19491,1
+52.0593,3.27347,1
+42.5397,3.19292,1
+46.9304,3.24266,1
+47.8697,3.28761,1
+48.4161,3.40762,1
+49.9486,3.16326,1
+48.4125,3.09489,1
+50.6681,3.49667,1
+46.5242,3.41124,1
+50.5101,3.56525,1
+48.7909,3.38031,1
+52.6336,3.37625,1
+46.7003,3.37347,1
+51.8202,3.02563,1
+52.3359,2.98045,1
+51.3504,3.27101,1
+47.2302,3.17823,1
+49.3377,3.2678,1
+47.4029,3.00885,1
+44.8973,3.0369,1
+51.1332,3.0311,1
+49.4433,3.16302,1
+50.8831,3.23256,1
+43.8155,3.08257,1
+48.1016,3.13554,1
+37.6605,3.24663,1
+51.6785,3.26059,1
+49.4207,3.07894,1
+48.2709,2.89937,1
+51.1283,3.07072,1
+47.2327,3.21821,1
+45.4456,2.98875,1
+57.0703,3.31448,1
+51.6428,3.34001,1
+51.6533,2.88381,1
+50.63,3.10976,1
+43.6541,3.14525,1
+53.4491,3.00302,1
+52.5741,3.26348,1
+48.216,3.32503,1
+49.352,3.24349,1
+45.4329,3.44311,1
+44.5352,3.18291,1
+47.031,3.08933,1
+48.2176,3.00225,1
+52.4414,3.05054,1
+46.6631,2.86697,1
+47.6167,3.10341,1
+48.9153,3.0127,1
+50.8521,2.94517,1
+42.3533,3.09931,1
+51.3696,3.12944,1
+51.3345,3.09018,1
+43.6623,3.41723,1
+46.6873,3.09785,1
+47.045,3.10088,1
+47.2197,3.30685,1
+51.1561,3.52719,1
+53.3846,2.99178,1
+50.2928,3.42872,1
+47.7987,3.20889,1
+46.4311,3.19132,1
+51.3061,2.96329,1
+44.7023,3.2151,1
+49.7588,2.88182,1
+44.1186,3.21516,1
+47.3292,3.00484,1
+41.8121,3.11807,1
+38.6818,3.23351,1
+46.0823,3.23881,1
+86.4786,43.0231,2
+90.5166,46.1754,2
+89.2814,44.9217,2
+84.9356,51.8863,2
+85.5441,47.9452,2
+88.371,51.2428,2
+92.554,47.3903,2
+96.9115,50.199,2
+85.6855,45.3967,2
+90.7706,41.4383,2
+88.8817,53.4048,2
+94.5828,49.3152,2
+85.2334,47.6874,2
+86.1995,53.5157,2
+85.21,50.9604,2
+94.0564,48.241,2
+87.3753,43.7219,2
+85.3393,39.4274,2
+90.9115,45.6575,2
+90.5645,49.3189,2
+89.8818,42.9256,2
+84.6589,57.9173,2
+86.5223,44.953,2
+89.7094,50.688,2
+87.6717,45.994,2
+93.0334,49.4908,2
+91.3684,49.0288,2
+86.552,45.5235,2
+88.4861,44.9406,2
+92.2209,49.4438,2
+88.5739,45.4714,2
+85.721,51.4256,2
+87.4631,55.8705,2
+89.9723,50.5565,2
+86.514,43.5825,2
+85.8972,40.6694,2
+94.2403,46.7061,2
+89.6243,46.4683,2
+83.556,39.6034,2
+88.8591,44.4038,2
+86.9261,45.0167,2
+88.4302,48.1385,2
+90.9127,43.9326,2
+87.414,47.85,2
+94.1278,49.1223,2
+85.3379,50.7741,2
+89.6671,41.6763,2
+88.7917,46.7319,2
+85.7231,46.2902,2
+85.9244,52.2396,2
+89.4591,44.9787,2
+87.64,44.2899,2
+89.3194,48.0031,2
+84.5089,41.3523,2
+87.674,48.3026,2
+86.8302,53.5616,2
+91.1842,49.8113,2
+89.9145,55.4672,2
+92.5937,59.081,2
+85.9683,52.5082,2
+86.4609,53.6659,2
+87.0482,48.1905,2
+95.197,45.2427,2
+93.4848,43.8534,2
+82.6953,49.1193,2
+86.5811,53.1177,2
+84.0562,47.3221,2
+92.4917,49.4388,2
+84.1925,49.5229,2
+91.2156,42.083,2
+87.1048,43.0394,2
+94.3474,43.4886,2
+87.3667,53.8325,2
+92.0275,47.5645,2
+86.5159,51.5866,2
+87.7532,53.4529,2
+89.597,43.1592,2
+89.655,40.6216,2
+84.6928,45.5548,2
+91.7639,48.3699,2
+92.6607,49.8629,2
+86.555,49.3919,2
+90.8054,47.5149,2
+86.1772,50.0533,2
+91.7656,50.4225,2
+89.3769,47.5726,2
+85.1607,52.3038,2
+84.704,40.4872,2
+94.8569,48.781,2
+90.535,43.1931,2
+95.8752,43.3556,2
+83.6924,43.3161,2
+89.2377,44.3606,2
+84.3062,46.7992,2
+83.5389,53.7744,2
+89.2846,44.9876,2
+86.7638,52.1358,2
+88.2236,42.7809,2
+86.3139,41.4031,2
+92.0585,50.6343,2
+88.81,62.4678,2
+86.1412,46.1583,2
+91.2111,51.015,2
+90.1774,44.4296,2
+88.652,39.9193,2
+91.3123,45.6877,2
+85.9216,46.2768,2
+90.6827,42.4833,2
+88.5398,44.8324,2
+89.8672,45.4424,2
+90.9917,48.2749,2
+88.2335,48.5318,2
+89.2344,50.5561,2
+88.7892,52.6681,2
+85.1552,52.6832,2
+88.7378,53.8588,2
+87.7561,41.5831,2
+93.7412,46.4636,2
+86.2986,51.1928,2
+86.9153,44.3384,2
+86.9154,49.1602,2
+90.8443,45.4698,2
+87.992,49.4111,2
+89.8717,51.5685,2
+88.6999,39.1328,2
+89.6743,49.6021,2
+87.3297,44.6507,2
+89.577,47.7356,2
+92.0662,48.3302,2
+89.0368,50.1882,2
+86.7379,45.9187,2
+86.3596,48.6252,2
+90.0337,45.0403,2
+89.2108,48.9147,2
+89.689,48.8692,2
+87.2408,56.3074,2
+88.3154,44.1634,2
+91.1699,46.9355,2
+88.8875,43.8631,2
+87.283,44.4296,2
+84.8534,43.1804,2
+87.3335,47.2952,2
+87.6505,50.5414,2
+96.311,46.6471,2
+88.6926,53.4257,2
+88.0917,52.869,2
+91.3403,50.753,2
+84.0359,49.4986,2
+87.2923,48.303,2
+82.2091,43.2666,2
+84.7917,44.2794,2
+92.5688,42.5525,2
+89.4485,54.3598,2
+86.4943,54.3347,2
+89.6788,49.456,2
+85.2595,56.1845,2
+89.7428,45.36,2
+90.6358,50.1006,2
+91.8902,49.0099,2
+85.3543,46.2237,2
+88.287,51.4585,2
+83.311,55.9955,2
+86.6745,49.6291,2
+85.2198,47.3764,2
+93.0694,42.2177,2
+94.5288,42.8157,2
+89.9834,42.0647,2
+89.6189,49.5295,2
+84.2698,47.9101,2
+92.5819,42.961,2
+91.3042,40.6204,2
+85.0711,44.4821,2
+90.1461,40.9955,2
+92.4721,39.8382,2
+86.1014,51.718,2
+86.0812,49.3518,2
+87.1755,47.1891,2
+84.2288,45.3026,2
+91.565,50.3471,2
+87.78,52.2848,2
+90.4919,43.7984,2
+87.1027,49.6385,2
+85.8336,50.7768,2
+86.9718,49.962,2
+89.8365,46.1989,2
+89.9746,49.1052,2
+91.0806,44.8371,2
+92.403,50.6994,2
+91.8123,47.3802,2
+85.2089,43.3215,2
+87.1131,36.9117,2
+84.6508,51.7035,2
+86.856,41.1463,2
+87.8024,53.6324,2
+87.728,45.3324,2
+91.8835,48.4475,2
+87.2429,42.0583,2
+90.2466,48.2316,2
+92.1318,45.4135,2
+91.505,45.4504,2
+85.5979,50.574,2
+89.921,53.5856,2
+86.1419,51.7783,2
+87.2909,44.8204,2
+91.915,48.4429,2
+96.0962,49.388,2
+89.013,41.348,2
+88.2461,53.4774,2
+91.8352,48.3888,2
+88.1476,49.0767,2
+92.4085,47.1247,2
+86.5908,47.3597,2
+90.8951,48.6404,2
+85.1012,48.3759,2
+86.5862,51.6755,2
+89.005,52.7666,2
+89.4523,50.372,2
+89.1947,51.7825,2
+88.0423,54.1936,2
+89.1126,42.4508,2
+88.6973,45.0153,2
+90.2052,48.1759,2
+89.6,44.7762,2
+88.2543,53.9042,2
+91.999,49.3056,2
+91.7828,38.3965,2
+90.3491,44.7946,2
+86.4181,48.8886,2
+90.1743,54.5527,2
+84.2166,48.9596,2
+87.1318,48.5002,2
+89.4146,52.1653,2
+96.1585,47.4563,2
+94.4054,52.493,2
+86.9418,45.9029,2
+85.9066,44.2445,2
+86.6872,48.0419,2
+86.3109,48.6685,2
+86.4281,42.5467,2
+85.0789,46.2326,2
+91.936,50.4201,2
+91.5812,45.0742,2
+95.1291,42.8016,2
+88.4259,45.7601,2
+94.9516,45.7467,2
+89.9463,50.2493,2
+89.5216,36.1927,2
+84.0739,54.1751,2
+83.564,47.5439,2
+89.6949,45.577,2
+90.2285,41.2575,2
+89.7117,48.7373,2
+89.7428,46.2592,2
+84.0808,50.0201,2
+88.8406,39.389,2
+90.1685,47.9725,2
+86.8695,51.2951,2
+85.7424,49.6763,2
+91.2372,43.1012,2
+84.3017,49.326,2
+94.2768,44.6449,2
+86.3431,48.7447,2
+84.4161,44.6044,2
+85.4507,48.7714,2
+90.5204,41.1995,2
+89.6142,55.9238,2
+87.2395,47.814,2
+91.3517,53.9457,2
+87.7428,44.2146,2
+89.2816,44.7962,2
+88.3347,50.1716,2
+88.7167,53.8383,2
+93.725,52.1806,2
+88.8652,46.2972,2
+86.8973,49.1004,2
+84.4684,53.9446,2
+85.2105,49.5808,2
+88.7945,47.299,2
+86.6341,52.8885,2
+88.1526,42.285,2
+89.8543,47.8203,2
+89.6499,54.3044,2
+85.0978,48.1174,2
+93.0341,43.9514,2
+88.8999,55.6848,2
+91.1194,45.3769,2
+90.6155,48.163,2
+86.3177,44.259,2
+91.7015,46.48,2
+87.1794,51.1598,2
+94.3648,41.8924,2
+92.1155,46.7421,2
+90.4303,48.403,2
+87.9613,41.0845,2
+90.9545,45.775,2
+85.4282,54.8191,2
+89.0309,45.6888,2
+92.1905,40.3106,2
+90.7636,49.5251,2
+91.3334,43.5115,2
+91.4937,50.3064,2
+91.5215,47.7161,2
+90.912,48.4959,2
+84.5398,49.0111,2
+89.7231,48.9016,2
+90.1669,46.6715,2
+90.6192,45.6402,2
+90.2356,45.1738,2
+85.5931,50.5666,2
+90.3601,50.0199,2
+88.9088,45.9637,2
+83.6885,39.4644,2
+91.2123,45.3723,2
+83.8924,34.3746,2
+85.6403,44.0833,2
+86.652,48.2945,2
+87.0762,50.7283,2
+87.4564,47.4037,2
+89.4854,51.8464,2
+91.1165,48.9172,2
+90.3261,44.0005,2
+88.5556,51.3694,2
+90.458,44.1667,2
+93.4729,49.243,2
+88.8853,48.4224,2
+95.1038,48.0907,2
+91.754,47.1854,2
+95.9075,49.1264,2
+89.5228,43.2814,2
+90.7021,45.6001,2
+92.0849,44.9925,2
+88.82,48.4119,2
+87.4787,50.8263,2
+85.5918,43.3649,2
+84.9395,49.9214,2
+87.0413,47.5512,2
+86.6818,50.5586,2
+89.5018,43.7927,2
+89.665,52.2942,2
+90.1356,47.877,2
+89.5638,52.2045,2
+87.6453,45.5494,2
+96.8817,50.6807,2
+88.8998,51.8197,2
+87.7613,52.269,2
+84.8836,44.4607,2
+84.1566,51.5901,2
+88.5174,50.9329,2
+84.1924,52.2039,2
+88.5677,44.7193,2
+87.1738,48.171,2
+88.8642,48.0175,2
+93.5652,52.9374,2
+86.4614,46.5039,2
+81.435,52.4516,2
+94.1343,49.3229,2
+90.7788,50.4529,2
+89.2447,48.8367,2
+94.8868,45.8962,2
+89.9756,48.1054,2
+83.3507,52.0499,2
+90.1138,45.3442,2
+88.8562,50.9917,2
+88.7974,52.053,2
+90.2219,39.8266,2
+90.3273,48.9453,2
+88.6123,47.1052,2
+87.5244,42.6378,2
+86.6708,47.7617,2
+90.358,46.6412,2
+86.934,50.2767,2
+88.3847,45.9418,2
+87.6987,46.9347,2
+97.6855,44.7411,2
+89.395,52.5135,2
+88.052,46.0769,2
+90.7918,52.3049,2
+87.5639,50.6963,2
+90.1878,44.4266,2
+88.1547,44.3935,2
+87.6249,52.9993,2
+83.5884,43.193,2
+88.3563,49.7908,2
+88.9367,41.5876,2
+85.7033,53.1422,2
+85.0605,53.9194,2
+85.2478,48.0425,2
+86.402,52.5303,2
+86.2921,54.6127,2
+87.3851,40.1131,2
+90.3538,50.489,2
+92.2456,49.8483,2
+89.3327,42.3362,2
+92.1793,44.9883,2
+90.1942,49.9448,2
+86.3947,52.5926,2
+86.7467,51.1191,2
+88.5879,48.6831,2
+87.2106,52.2256,2
+89.67,48.1116,2
+90.5859,45.1967,2
+92.8207,51.5179,2
+89.014,43.603,2
+88.8365,53.8056,2
+85.6767,46.1244,2
+88.0831,51.1716,2
+85.2735,55.0444,2
+82.4569,51.4223,2
+89.8371,45.6955,2
+91.0736,50.0676,2
+80.2368,45.3892,2
+94.1671,48.3806,2
+90.2918,58.0761,2
+91.4702,50.8459,2
+89.7609,50.9258,2
+88.9767,53.2659,2
+89.0141,47.2254,2
+90.5379,50.6422,2
+89.8731,55.2361,2
+92.3094,52.1076,2
+87.1002,51.2813,2
+86.2298,48.1148,2
+89.3258,50.2489,2
+92.9927,52.9134,2
+84.6777,45.3125,2
+84.8171,46.6045,2
+82.4462,51.6815,2
+93.8521,49.4999,2
+91.4381,51.9424,2
+81.4439,48.5216,2
+94.6958,46.716,2
+89.2705,46.4272,2
+87.9909,45.4986,2
+87.1652,46.2185,2
+80.1322,47.939,2
+94.7135,45.0414,2
+89.1497,42.924,2
+96.4274,40.1169,2
+88.8806,44.2576,2
+87.8476,46.4712,2
+89.5247,54.1398,2
+87.9559,43.27,2
+87.7503,52.3902,2
+86.2991,42.9858,2
+83.0513,47.3891,2
+87.4855,51.2645,2
+92.4444,49.4336,2
+89.9791,43.9567,2
+84.8837,49.3133,2
+87.0268,43.7103,2
+85.9711,44.6149,2
+88.4842,51.8088,2
+93.0818,50.1863,2
+90.5982,46.9826,2
+89.2324,54.4526,2
+84.317,49.503,2
+86.897,51.2823,2
+88.53,49.1958,2
+88.7332,38.2667,2
+85.3736,50.9609,2
+88.6667,49.2659,2
+85.0091,46.4564,2
+88.767,43.1842,2
+89.0164,51.0875,2
+81.7452,47.8578,2
+87.1229,44.7752,2
+85.8284,46.6734,2
+90.7763,50.1546,2
+86.7108,46.8908,2
+92.6708,51.8017,2
+74.2726,69.8067,3
+73.9818,67.4649,3
+74.1322,72.7556,3
+72.7323,71.8585,3
+74.1531,70.7375,3
+73.3552,68.3534,3
+73.2703,69.4745,3
+73.631,72.4323,3
+73.3769,68.2072,3
+72.6533,69.2083,3
+72.9688,69.1342,3
+73.8642,70.599,3
+73.8378,69.8061,3
+73.302,69.2352,3
+74.5045,69.3018,3
+73.2974,70.8838,3
+73.743,67.624,3
+74.6375,69.7559,3
+73.8718,71.5831,3
+73.192,66.8238,3
+73.9072,68.3804,3
+73.5798,67.6714,3
+73.575,68.158,3
+73.823,71.3263,3
+73.0799,71.4504,3
+73.202,71.0826,3
+75.0493,70.3255,3
+73.4871,67.8094,3
+73.0799,71.3822,3
+73.4581,67.936,3
+73.0602,69.3307,3
+73.2275,67.6483,3
+73.6979,70.7219,3
+74.1304,65.1982,3
+72.7914,72.6058,3
+73.7366,69.6277,3
+73.7855,70.3239,3
+74.3501,72.0416,3
+73.6619,69.4683,3
+72.7375,67.0718,3
+72.6612,68.8753,3
+73.6744,72.5614,3
+74.0665,66.307,3
+74.6205,69.2277,3
+73.6707,70.493,3
+73.6159,71.9067,3
+74.3796,69.4959,3
+73.4579,65.8763,3
+74.6789,67.6465,3
+73.2255,67.3565,3
+72.5276,69.068,3
+73.6076,71.8806,3
+73.5133,69.3907,3
+74.6233,67.1822,3
+73.0254,68.7516,3
+74.4376,69.978,3
+72.8367,72.4539,3
+72.9212,69.7396,3
+73.8538,70.7214,3
+73.4151,68.8293,3
+73.9113,70.8323,3
+73.8672,70.8038,3
+73.416,69.3949,3
+74.3085,70.829,3
+73.7153,67.5603,3
+74.2444,67.9185,3
+73.5054,73.9994,3
+75.2686,71.5738,3
+74.5974,72.6614,3
+74.4964,68.9337,3
+74.1138,70.4915,3
+73.1965,70.2223,3
+74.6996,70.9788,3
+73.5289,70.3221,3
+72.3757,71.767,3
+72.7007,70.7112,3
+72.9772,70.4844,3
+74.1244,71.595,3
+72.635,72.7985,3
+73.1364,74.9658,3
+73.3382,66.7437,3
+72.8381,66.8321,3
+73.8062,68.983,3
+74.0164,67.9562,3
+73.123,68.1732,3
+73.7772,69.7548,3
+74.0034,70.2333,3
+73.9119,69.4078,3
+74.0703,71.3454,3
+73.4394,68.3741,3
+72.96,71.1806,3
+73.0452,67.9602,3
+73.5992,67.4286,3
+74.0655,67.7051,3
+72.9039,73.1573,3
+73.722,71.3017,3
+73.7299,66.9321,3
+72.2967,70.6181,3
+73.4491,70.1462,3
+72.7991,68.6031,3
+73.3971,68.7175,3
+73.3778,68.9861,3
+74.2252,68.2841,3
+72.6546,71.0669,3
+73.7999,73.2534,3
+74.5922,68.8572,3
+73.4812,69.5408,3
+74.3824,69.1418,3
+73.7835,66.108,3
+73.0171,69.0298,3
+73.5381,72.7584,3
+73.3591,69.9393,3
+72.7752,71.4214,3
+73.7243,70.2679,3
+73.6415,69.6417,3
+73.8954,69.8098,3
+73.2771,70.8836,3
+73.7346,68.7563,3
+72.9913,68.5504,3
+72.5512,72.608,3
+73.8834,71.0078,3
+72.4116,68.3206,3
+74.0903,69.715,3
+73.6169,71.9917,3
+73.6451,71.6268,3
+73.818,68.2721,3
+72.5783,68.539,3
+72.8977,69.0658,3
+74.6791,68.2805,3
+74.1521,71.4337,3
+73.6652,69.5958,3
+73.8454,71.3259,3
+72.4555,71.2883,3
+73.7817,70.1752,3
+91.9811,26.0161,4
+90.2979,25.2049,4
+91.2388,26.6595,4
+91.9655,23.9165,4
+90.7678,29.024,4
+87.7469,24.0594,4
+92.4135,27.5165,4
+90.4122,26.6673,4
+94.2253,26.573,4
+90.6259,24.8211,4
+88.6002,28.7988,4
+90.1902,25.0782,4
+89.3152,25.2486,4
+89.0171,29.0451,4
+89.537,27.8269,4
+90.0721,25.0237,4
+93.7158,27.9905,4
+88.425,27.7088,4
+90.5562,25.042,4
+91.7559,27.3475,4
+89.5061,28.7581,4
+91.8513,28.4709,4
+91.9714,29.3321,4
+90.6725,25.995,4
+90.1253,28.6277,4
+90.3599,25.2032,4
+90.803,27.1479,4
+89.9646,28.6848,4
+91.1998,26.4056,4
+91.0664,24.2256,4
+88.5661,28.929,4
+90.8862,26.8697,4
+93.0949,26.319,4
+90.8704,24.9768,4
+91.4186,24.2155,4
+92.1146,30.2797,4
+87.0458,27.1386,4
+88.7295,24.9766,4
+91.264,24.7828,4
+89.7206,25.1047,4
+92.532,26.5028,4
+90.67,26.9685,4
+92.0341,23.8323,4
+90.2749,26.479,4
+92.2503,29.37,4
+90.8437,28.5166,4
+89.4117,25.6386,4
+91.8173,26.4935,4
+90.4973,26.4059,4
+90.8256,26.6124,4
+92.1876,29.471,4
+91.7216,25.6866,4
+92.0806,25.0022,4
+88.1969,27.4593,4
+90.1792,27.37,4
+92.1735,25.1773,4
+90.975,26.7702,4
+89.3249,28.6589,4
+89.514,26.9974,4
+88.3018,25.8741,4
+90.923,23.8659,4
+90.6065,26.0769,4
+90.3361,28.8277,4
+89.8283,27.117,4
+92.3136,31.7137,4
+89.6927,25.3439,4
+90.6924,29.8552,4
+89.3893,27.6362,4
+89.7644,27.4435,4
+90.6016,30.5066,4
+90.158,25.9923,4
+88.5255,27.2176,4
+89.895,24.3798,4
+89.377,24.5855,4
+91.2859,29.5072,4
+92.2599,26.9987,4
+87.2779,25.2799,4
+92.4109,25.7417,4
+88.944,23.8288,4
+90.792,25.5756,4
+90.7118,26.995,4
+90.3853,29.3784,4
+91.9259,25.297,4
+90.1195,26.5868,4
+92.591,27.0844,4
+91.8291,28.1403,4
+91.4011,29.3396,4
+93.0582,32.3108,4
+91.4498,25.6946,4
+90.751,27.5155,4
+91.4602,30.0453,4
+92.1166,26.5203,4
+90.6286,26.7077,4
+91.4566,27.9929,4
+91.7619,21.0296,4
+92.6422,24.9973,4
+91.6837,25.1544,4
+90.7574,26.5851,4
+90.2623,25.3736,4
+90.2408,25.9322,4
+90.3636,27.7679,4
+93.0433,26.2691,4
+90.3456,25.9149,4
+92.5928,27.8577,4
+91.8386,25.8612,4
+90.6975,26.614,4
+92.0151,26.7313,4
+87.8768,26.2049,4
+88.435,30.1644,4
+89.4816,25.8074,4
+89.9832,22.8605,4
+89.3518,27.9378,4
+90.6126,27.1129,4
+93.4874,26.1727,4
+89.1395,26.558,4
+90.6683,29.4576,4
+90.2914,27.8309,4
+88.7257,28.6311,4
+89.1031,23.3056,4
+90.6858,26.8134,4
+90.6457,27.1179,4
+90.2173,26.4178,4
+91.4241,26.3936,4
+89.2604,27.0415,4
+89.4668,24.5544,4
+92.2178,24.5295,4
+90.7077,28.9985,4
+92.2339,25.2276,4
+89.8906,25.019,4
+90.5106,31.0679,4
+90.4675,26.9606,4
+89.9945,24.0291,4
+92.0604,26.8875,4
+88.5457,27.5487,4
+91.3498,29.6584,4
+92.1397,27.6735,4
+94.6411,28.4039,4
+91.4722,25.951,4
+90.9964,24.5505,4
+90.7977,29.0235,4
+88.1699,26.1086,4
+88.905,27.5412,4
+90.1492,25.6711,4
+90.7858,26.3573,4
+88.566,24.85,4
+90.6651,26.7752,4
+90.021,26.4181,4
+89.5879,24.8532,4
+92.4591,28.2499,4
+92.6956,26.5025,4
+89.4804,29.1821,4
+91.4405,24.0908,4
+90.3535,26.2176,4
+88.9036,27.2917,4
+92.2926,26.5262,4
+95.2243,27.6474,4
+90.4325,26.4718,4
+88.068,26.5283,4
+89.2784,25.8961,4
+91.9309,25.4583,4
+91.9168,27.4116,4
+90.1169,25.7655,4
+92.6506,22.2658,4
+90.0457,28.4028,4
+90.3543,24.4808,4
+92.7355,23.1739,4
+90.8783,24.1287,4
+91.786,26.2046,4
+88.7722,26.9345,4
+90.8266,28.2891,4
+88.789,25.6881,4
+92.4348,25.7879,4
+90.9219,27.2295,4
+91.4017,25.1013,4
+91.1503,26.5223,4
+89.4192,24.1066,4
+90.8332,27.6948,4
+89.0772,25.1445,4
+88.1759,28.6175,4
+90.9373,26.3729,4
+92.843,26.2314,4
+91.3838,24.5404,4
+88.976,27.0877,4
+91.581,24.4955,4
+93.4245,27.2631,4
+91.147,25.7659,4
+89.1462,25.1933,4
+90.4053,26.1751,4
+90.0441,27.2868,4
+90.5743,26.9449,4
+90.103,25.5377,4
+89.8373,25.2346,4
+90.2871,33.6603,4
+89.8459,26.0444,4
+90.7001,23.9198,4
+90.6129,26.8572,4
+90.0107,26.898,4
+91.6055,24.0911,4
+92.1508,27.4122,4
+92.6512,27.797,4
+89.4823,27.4543,4
+91.1698,26.946,4
+89.7991,23.9718,4
+91.6375,28.4893,4
+90.2568,28.6949,4
+89.4447,30.0294,4
+91.5498,23.8889,4
+90.5709,25.8111,4
+91.9621,27.79,4
+91.5837,26.6053,4
+91.8624,24.9775,4
+92.7647,24.3805,4
+92.5599,25.7229,4
+89.5375,23.6246,4
+89.2872,26.4767,4
+90.8763,27.6425,4
+88.4581,25.8987,4
+88.8848,25.4981,4
+92.6461,26.5901,4
+92.6712,27.6029,4
+91.088,24.5292,4
+89.3503,20.8126,4
+90.8414,27.5455,4
+90.185,26.0746,4
+92.2745,25.1596,4
+90.0506,30.4402,4
+92.2351,24.8627,4
+89.5966,26.0208,4
+92.1886,29.2782,4
+89.5351,26.6449,4
+92.2264,26.3972,4
+89.6375,26.4345,4
+91.014,28.2277,4
+87.8676,26.1316,4
+90.0777,28.5869,4
+90.4841,26.8201,4
+89.5183,28.241,4
+90.7438,27.3458,4
+91.4075,25.0657,4
+90.2214,28.7614,4
+91.3736,26.4393,4
+89.4379,27.0212,4
+91.5826,24.4177,4
+92.0618,24.8452,4
+90.2,26.4186,4
+91.0427,27.729,4
+90.8863,22.5538,4
+89.5708,26.0742,4
+92.1803,24.3223,4
+90.8578,24.263,4
+92.6844,24.8197,4
+90.615,26.9866,4
+92.7103,25.5469,4
+91.3432,23.3244,4
+91.3293,24.6959,4
+90.8851,27.4971,4
+90.2636,26.2225,4
+89.8283,30.3716,4
+92.2707,23.889,4
+93.4133,25.1232,4
+88.3781,28.0142,4
+88.7215,24.4829,4
+89.0628,27.1402,4
+92.4659,25.061,4
+89.3753,24.9058,4
+90.9037,31.8957,4
+91.086,26.8256,4
+88.9895,29.171,4
+90.7835,25.7059,4
+91.2416,24.382,4
+93.523,25.4828,4
+90.7055,24.7443,4
+91.5216,25.8635,4
+91.6126,29.1513,4
+89.5577,22.1402,4
+91.55,24.9954,4
+87.1713,29.0131,4
+88.6679,28.6267,4
+90.8896,27.3246,4
+91.9702,25.2676,4
+90.115,27.8777,4
+92.7312,27.9704,4
+90.228,21.8559,4
+91.308,26.3749,4
+90.0861,25.107,4
+90.5469,27.1608,4
+90.9897,27.6804,4
+93.8508,25.2669,4
+89.6564,27.9189,4
+90.3725,26.0339,4
+90.8686,26.5653,4
+89.7784,27.0816,4
+91.1231,25.2911,4
+90.9732,27.6954,4
+91.0708,30.5316,4
+87.817,24.8397,4
+92.9265,27.3698,4
+91.2247,28.2971,4
+91.3348,24.9713,4
+93.2589,26.3927,4
+91.2791,24.5847,4
+89.2009,28.5092,4
+91.7797,30.0154,4
+88.9906,23.4283,4
+91.216,28.2823,4
+92.367,25.3266,4
+91.6419,26.0725,4
+92.4662,25.7127,4
+90.6701,27.1679,4
+91.1143,29.7778,4
+92.2739,24.0119,4
+91.4413,23.5201,4
+92.0196,29.8628,4
+91.0818,25.9817,4
+89.1357,29.5639,4
+89.571,26.882,4
+92.3279,29.3579,4
+89.788,27.5002,4
+91.3746,25.2047,4
+90.5895,25.7622,4
+90.1159,23.1072,4
+89.77,26.7014,4
+88.0015,25.3795,4
+88.2077,24.908,4
+87.0637,28.099,4
+89.0327,28.6303,4
+91.4685,26.9955,4
+91.3455,25.3371,4
+90.6186,29.7416,4
+92.1977,25.4636,4
+91.6136,29.1239,4
+91.0327,26.9506,4
+88.4428,24.3246,4
+90.7656,27.5968,4
+90.13,27.5494,4
+89.9753,28.044,4
+88.8746,26.4726,4
+90.1393,24.1829,4
+-1.65466,3.15554,5
+-1.95979,1.89509,5
+0.242731,6.30034,5
+-4.54983,5.83891,5
+-2.85125,-1.8993,5
+4.07533,-0.00279304,5
+3.64364,-0.388653,5
+11.5645,5.68943,5
+-0.14346,-6.13068,5
+-7.99011,-3.55738,5
+-0.177416,-0.497974,5
+-1.35756,6.00807,5
+3.25944,4.96499,5
+6.08788,7.19605,5
+2.21844,5.30573,5
+1.63419,-1.56224,5
+-2.36155,0.127156,5
+0.11425,-0.896811,5
+7.64785,1.49522,5
+2.30702,0.830296,5
+-1.21257,0.965462,5
+7.55589,0.0988247,5
+4.33746,-1.25607,5
+1.54874,9.68863,5
+-0.592713,-0.116108,5
+2.66729,1.71522,5
+1.31065,0.558702,5
+-6.38358,-2.22453,5
+-2.97827,3.83165,5
+-1.611,2.77637,5
+-3.91203,1.54852,5
+4.42151,-6.23474,5
+0.2244,-3.07489,5
+9.52907,1.73414,5
+2.50423,4.56043,5
+-1.84383,-1.48748,5
+-0.0484444,-5.97343,5
+-3.39596,6.11471,5
+0.855239,-1.1621,5
+1.10345,2.55092,5
+-5.31066,3.34637,5
+0.835511,-3.44371,5
+8.10291,-1.2116,5
+-4.96163,-2.42639,5
+10.8092,0.356932,5
+-3.32887,3.24998,5
+-0.397606,3.20236,5
+-3.2666,-5.72386,5
+-3.02228,1.00746,5
+-2.04176,-5.64454,5
+2.72495,2.27014,5
+-1.67995,3.55699,5
+6.0739,7.05283,5
+-1.27768,5.53267,5
+2.51899,-0.291185,5
+1.1463,-1.98053,5
+-5.294,0.724984,5
+6.12424,-1.91427,5
+2.5964,-6.36295,5
+5.63341,2.8208,5
+2.69827,-1.92172,5
+10.3994,1.19503,5
+4.32114,-0.206678,5
+6.66836,-3.70412,5
+1.64158,-3.79976,5
+9.7046,0.839301,5
+-3.57995,3.73176,5
+2.69933,9.35067,5
+-0.239075,-7.38483,5
+-0.438414,4.15476,5
+2.64711,-3.07873,5
+-2.21501,2.50166,5
+8.04171,-3.2728,5
+3.81812,2.24573,5
+4.87076,-1.61641,5
+-1.72199,3.93798,5
+-6.40525,0.557111,5
+-2.43844,-0.852453,5
+4.19113,-4.16546,5
+-5.93183,-2.45815,5
+6.24556,7.74392,5
+2.9709,-2.7168,5
+-7.30964,-2.61273,5
+-8.57655,1.14362,5
+-1.22235,-8.39053,5
+-1.07542,-1.48035,5
+-0.466294,-7.94737,5
+-0.937551,5.67085,5
+3.09871,3.89322,5
+9.56232,5.10074,5
+3.78911,-0.054962,5
+1.34379,2.37818,5
+1.68973,-5.34433,5
+-0.0720189,-6.59261,5
+-6.71218,4.20541,5
+-5.77796,-4.01372,5
+5.54546,1.02003,5
+-0.61054,1.97387,5
+4.32751,-0.4685,5
+0.0433711,-2.69711,5
+2.07737,-1.49538,5
+10.1146,-4.03963,5
+6.30502,4.85174,5
+-1.68707,-5.25781,5
+-6.1506,1.03138,5
+-0.954344,0.888134,5
+-2.58785,-2.37655,5
+5.19407,-2.79605,5
+8.55873,7.11099,5
+-1.46419,0.9145,5
+-3.58374,8.63403,5
+1.89922,0.160052,5
+6.98553,1.06818,5
+4.03384,-3.29934,5
+0.584499,-5.52117,5
+-0.128668,5.28011,5
+8.09119,-8.86059,5
+2.78583,1.13262,5
+1.39289,0.167642,5
+-3.46198,2.72315,5
+4.78413,-5.36212,5
+0.640676,-0.292248,5
+-3.33334,0.780647,5
+6.16653,4.72602,5
+-4.76767,3.1332,5
+-2.52385,2.44323,5
+-5.74168,-2.96422,5
+0.0622463,-1.03993,5
+0.72398,-2.56943,5
+-0.542308,-1.49573,5
+3.61572,3.45244,5
+0.943772,0.144619,5
+-3.63437,0.124569,5
+0.599637,5.76874,5
+1.86564,1.1967,5
+-4.01782,-0.79129,5
+-9.53771,3.26686,5
+-0.634747,-4.92272,5
+1.49663,3.41677,5
+-0.235596,-1.75087,5
+-1.96046,0.964119,5
+-4.39435,-3.37095,5
+-3.94655,5.02581,5
+-2.49111,6.54932,5
+-0.431078,0.490679,5
+1.93255,5.7082,5
+-0.719091,-4.62139,5
+12.2838,2.25227,5
+3.35946,0.431036,5
+-2.3539,2.52036,5
+3.71371,-0.501098,5
+-2.20401,-1.69065,5
+1.45176,-1.4088,5
+0.464342,0.0891036,5
+0.832195,-1.89687,5
+-4.93361,5.9575,5
+0.0122751,-0.155296,5
+-0.139144,3.87836,5
+3.26964,-3.66852,5
+4.16192,7.80085,5
+2.31779,-1.96063,5
+-1.61499,-1.37047,5
+5.56298,4.12885,5
+9.07988,-2.79007,5
+-0.211274,3.0923,5
+8.14108,-9.06238,5
+7.2831,11.3461,5
+-9.71298,2.76591,5
+14.7922,-1.53972,5
+-3.03625,3.14589,5
+3.24869,1.47472,5
+0.905788,-0.0489007,5
+2.08973,-4.71409,5
+5.76686,0.827778,5
+8.16547,3.32944,5
+3.22301,5.20771,5
+3.93875,5.30128,5
+-7.42484,5.19288,5
+0.633585,2.82469,5
+2.56726,1.31561,5
+-4.49471,1.84318,5
+0.380982,0.333542,5
+-3.46291,-1.35364,5
+-3.50238,-6.40089,5
+2.23613,6.05214,5
+3.66124,-0.0598393,5
+-1.83806,-1.33336,5
+8.52088,-0.68811,5
+1.32014,1.90211,5
+1.51614,-2.66772,5
+-9.19635,0.883039,5
+2.97915,1.03053,5
+4.46492,1.63294,5
+-3.06431,-2.32888,5
+0.597905,4.07005,5
+4.41701,-5.01487,5
+-0.953847,1.97457,5
+1.37149,3.47017,5
+4.88548,6.72843,5
+-1.04998,4.07991,5
+3.24584,-1.01001,5
+5.93121,1.00057,5
+4.6739,0.019708,5
+6.83384,4.41556,5
+-1.91565,5.70897,5
+6.80317,6.64806,5
+0.918914,1.20794,5
+0.8364,0.0173155,5
+-1.77346,-3.98593,5
+1.92042,0.596846,5
+-10.1495,-5.77052,5
+7.54711,-1.4167,5
+-9.94659,4.46867,5
+-4.14971,2.83657,5
+-4.20263,-2.70979,5
+-0.239809,-1.65895,5
+-3.54769,7.7192,5
+-4.41639,-2.63558,5
+5.90387,1.95566,5
+0.0737254,4.09633,5
+3.4177,0.0200606,5
+10.2639,-3.03816,5
+0.197503,1.81457,5
+8.96799,8.22514,5
+4.30686,-3.77064,5
+4.93563,-2.17216,5
+5.17733,-0.814761,5
+7.82605,3.60719,5
+-2.91463,7.86977,5
+-4.94531,6.7106,5
+1.62834,0.493812,5
+12.977,2.04322,5
+5.09127,-3.83338,5
+-8.04881,6.6609,5
+3.99283,0.0638659,5
+1.63371,3.56097,5
+8.02647,2.84756,5
+-6.10105,1.85929,5
+-1.1779,2.52419,5
+0.695207,2.71839,5
+-2.68079,5.70324,5
+11.7375,5.00656,5
+-1.77092,-1.68061,5
+-2.97868,3.41728,5
+-0.370456,6.7466,5
+5.00147,8.27174,5
+-2.2907,-1.43738,5
+-9.30166,-2.4587,5
+1.9714,1.94833,5
+0.397733,-0.76196,5
+3.31097,-5.1518,5
+-4.83887,1.15181,5
+0.639433,6.28158,5
+-7.3024,7.48131,5
+-5.50179,6.48834,5
+-9.60045,-4.2444,5
+-1.07479,2.3999,5
+-8.88191,0.72365,5
+-2.7492,3.65052,5
+2.35226,3.47701,5
+-1.36277,4.96686,5
+-2.24105,5.95415,5
+4.71727,-3.72103,5
+0.326285,6.77888,5
+-5.37655,-2.43309,5
+-5.62916,3.53113,5
+-4.18169,2.40695,5
+0.036091,0.456471,5
+1.91916,-3.79522,5
+-6.47782,-0.0190141,5
+-2.36081,-0.660907,5
+9.32368,3.00638,5
+-7.50842,-0.234816,5
+-0.94,4.59998,5
+3.41021,1.72389,5
+-4.18479,0.899722,5
+3.20191,-4.27056,5
+-3.19708,1.01505,5
+5.44536,2.25157,5
+10.0825,7.18699,5
+10.6657,5.67901,5
+3.51985,1.24137,5
+-2.35764,-6.09353,5
+-7.0898,3.66954,5
+0.70734,-1.14433,5
+-7.4583,-4.71297,5
+2.24185,-3.93383,5
+7.4003,2.09532,5
+4.03369,3.84064,5
+1.62249,0.168851,5
+1.73933,0.610429,5
+-7.23506,1.64027,5
+2.243,5.64408,5
+12.2009,-1.15147,5
+46.8561,97.8985,8
+46.8416,96.6635,8
+46.4602,96.2782,8
+46.7127,97.7423,8
+46.9914,97.2041,8
+46.9173,96.7827,8
+46.7745,96.4818,8
+46.9683,96.9228,8
+46.9475,97.0782,8
+46.9178,98.2688,8
+46.8158,97.132,8
+46.4592,97.4589,8
+46.7112,99.047,8
+46.3934,98.1286,8
+47.2699,99.4634,8
+46.888,98.1687,8
+47.1195,97.7149,8
+46.648,96.5271,8
+46.8689,97.8978,8
+46.8373,96.1379,8
+46.4721,97.5516,8
+46.3042,97.7456,8
+46.8441,97.9966,8
+46.9667,96.7757,8
+46.2576,97.174,8
+46.3537,96.7191,8
+46.788,98.84,8
+46.5896,96.865,8
+46.4405,97.9658,8
+46.6816,97.7828,8
+46.8654,97.9209,8
+46.5054,97.4591,8
+46.5314,97.4193,8
+47.0844,97.1519,8
+46.7607,97.3105,8
+46.1788,97.7681,8
+46.8031,97.6769,8
+46.6754,96.6076,8
+46.6825,96.8158,8
+46.5879,97.5057,8
+47.0293,97.8876,8
+47.1024,97.2003,8
+46.4841,97.8724,8
+46.7678,97.8517,8
+47.0438,99.4431,8
+46.475,98.5681,8
+46.9435,98.7066,8
+46.5785,98.1102,8
+46.6087,97.9767,8
+46.6545,98.4958,8
+46.5087,97.675,8
+46.8251,97.4383,8
+46.7483,96.9506,8
+46.8477,98.4845,8
+46.2725,98.7478,8
+46.3932,98.6142,8
+46.903,95.7448,8
+46.8512,95.8197,8
+47.2473,98.146,8
+46.6484,97.5435,8
+46.8626,96.9986,8
+47.0493,97.9576,8
+46.6599,97.2893,8
+46.8039,97.4159,8
+46.259,98.3545,8
+46.602,98.0131,8
+46.921,97.2904,8
+47.1647,98.8029,8
+47.1102,97.6287,8
+46.5269,98.4176,8
+46.6604,99.2336,8
+46.6316,96.5949,8
+46.5649,96.9664,8
+47.0506,98.1135,8
+46.8383,96.4201,8
+46.3531,97.3522,8
+46.5944,97.8713,8
+46.6731,95.1606,8
+46.5163,97.8681,8
+46.5566,97.0541,8
+46.531,97.2174,8
+46.7041,96.5078,8
+47.2848,97.2332,8
+46.9291,98.1139,8
+46.3256,99.8857,8
+47.102,98.9331,8
+46.814,96.7862,8
+46.9374,96.6155,8
+46.7145,97.6226,8
+46.715,98.1566,8
+46.5158,95.5454,8
+46.5629,97.0851,8
+46.9501,98.5567,8
+46.3124,97.7652,8
+46.2066,99.5194,8
+46.9503,97.9211,8
+46.339,97.7687,8
+45.9853,96.7089,8
+47.3146,97.2134,8
+46.2186,96.9146,8
+46.4874,98.0093,8
+46.6408,97.6948,8
+46.5774,96.5733,8
+46.1674,98.0757,8
+46.1367,97.3792,8
+46.1729,96.7925,8
+46.9602,95.183,8
+46.637,99.8563,8
+47.1634,97.7161,8
+46.9084,99.7199,8
+46.455,96.705,8
+46.955,98.8835,8
+46.765,98.7974,8
+46.1961,98.006,8
+46.3598,97.1438,8
+46.5656,98.3999,8
+47.1086,96.9564,8
+47.3158,99.949,8
+46.5392,96.9697,8
+47.5078,97.6512,8
+46.6645,97.5788,8
+46.4633,98.4374,8
+46.632,96.4211,8
+46.684,96.3748,8
+47.0257,96.4409,8
+46.5726,99.7075,8
+46.372,97.9994,8
+46.5176,97.0279,8
+46.5873,96.9607,8
+46.4106,97.5547,8
+46.5163,97.2247,8
+46.5243,98.0861,8
+46.5143,97.7893,8
+46.3077,97.8731,8
+46.9413,97.0721,8
+46.7776,97.7588,8
+46.9127,97.8808,8
+46.3164,97.2455,8
+46.9484,96.5465,8
+46.7762,98.4775,8
+46.989,98.1925,8
+46.7029,98.3393,8
+46.5889,98.5784,8
+46.9014,98.1903,8
+46.6347,96.7807,8
+46.3536,97.1091,8
+46.7157,99.4054,8
+46.7234,99.337,8
+46.7502,98.1035,8
+47.2217,97.0716,8
+46.2567,98.1482,8
+46.8522,94.8742,8
+46.3502,97.0685,8
+46.2311,98.0683,8
+47.02,97.9608,8
+46.8203,96.7425,8
+46.8181,97.7725,8
+46.4673,97.0973,8
+46.4067,99.07,8
+46.9564,98.5048,8
+46.6692,96.6604,8
+47.1612,98.1991,8
+46.6564,96.6772,8
+46.5594,98.7963,8
+47.4426,97.3721,8
+47.0102,98.0624,8
+46.5032,98.8213,8
+46.6145,96.7089,8
+47.1639,98.4716,8
+47.2586,98.2868,8
+46.9278,97.6147,8
+47.0204,98.9521,8
+45.9869,98.3687,8
+47.0106,97.5301,8
+46.7703,96.7064,8
+46.5817,96.6913,8
+46.5698,98.0398,8
+46.4025,97.1813,8
+46.189,98.2358,8
+46.193,97.6883,8
+47.0593,98.0335,8
+46.6658,97.8147,8
+46.4066,97.8696,8
+46.3388,97.914,8
+46.7286,98.4514,8
+46.9915,96.9698,8
+46.9412,97.1415,8
+46.5364,98.9139,8
+46.5315,96.4185,8
+47.1419,97.2853,8
+46.351,98.0415,8
+46.585,98.1207,8
+46.769,96.8816,8
+46.6161,99.2195,8
+46.8233,98.8489,8
+46.4523,96.1711,8
+46.8374,97.4622,8
+46.5149,96.9054,8
+46.602,96.1774,8
+46.5315,95.7907,8
+46.3252,97.3333,8
+46.7356,95.5964,8
+46.8493,97.1612,8
+46.3894,97.0569,8
+46.7776,99.1992,8
+47.0271,98.2515,8
+47.0145,97.8455,8
+46.898,97.5772,8
+46.5732,98.1306,8
+46.6545,98.2411,8
+46.5216,95.1804,8
+46.3795,96.0969,8
+46.9031,96.7382,8
+46.3574,97.2506,8
+47.1661,97.7714,8
+46.6209,99.8443,8
+46.77,97.9611,8
+46.6682,99.1463,8
+46.7765,98.5504,8
+46.9267,96.784,8
+46.5207,97.071,8
+46.5703,97.2067,8
+46.831,98.0702,8
+46.7175,98.2498,8
+46.7156,98.0367,8
+46.9933,96.9021,8
+46.7886,96.9757,8
+46.6007,97.5568,8
+46.5315,98.0102,8
+46.6238,96.7985,8
+47.1479,97.6063,8
+46.4097,96.8193,8
+46.6684,98.1812,8
+46.7959,96.8826,8
+46.8998,97.0426,8
+47.2447,96.8455,8
+46.5496,96.9662,8
+46.9293,98.9393,8
+47.0228,98.5483,8
+46.6132,96.7525,8
+46.6835,96.7918,8
+46.9555,99.3202,8
+46.625,97.9187,8
+46.5252,98.3655,8
+46.7008,98.0457,8
+46.5398,97.3689,8
+46.7512,99.3429,8
+47.0768,99.8496,8
+46.659,98.043,8
+46.5479,97.6389,8
+46.9157,98.0732,8
+46.6428,97.0618,8
+46.4175,98.5782,8
+47.0373,96.5907,8
+46.8521,95.2534,8
+46.2121,97.4255,8
+46.5087,98.0472,8
+46.4243,98.3533,8
+46.5749,97.7495,8
+46.5066,96.8138,8
+47.0033,96.7007,8
+46.3021,96.3472,8
+47.0555,97.6184,8
+46.7625,97.2768,8
+46.9152,96.8095,8
+46.8526,96.4927,8
+46.9735,98.3559,8
+46.5275,96.8696,8
+46.37,98.1412,8
+46.7295,98.0914,8
+46.6313,97.1242,8
+47.0642,97.8177,8
+46.7369,97.1109,8
+46.2172,97.8546,8
+46.3558,97.1101,8
+46.5212,97.8762,8
+47.078,98.0654,8
+46.9496,96.2408,8
+46.4143,96.7127,8
+46.6686,98.2456,8
+45.7663,96.8454,8
+46.9618,97.9479,8
+46.78,98.2831,8
+46.3811,97.5172,8
+47.1949,96.2542,8
+46.8597,98.2963,8
+46.9287,96.9239,8
+46.557,98.3573,8
+47.4469,97.1521,8
+46.8447,97.7708,8
+46.3489,96.9911,8
+46.8837,99.1218,8
+46.3846,97.9074,8
+46.8051,97.1442,8
+47.3268,97.373,8
+46.4207,98.3194,8
+46.5076,99.4655,8
+47.3039,95.6372,8
+46.9581,98.7394,8
+46.8243,97.1014,8
+47.0037,97.4976,8
+46.7505,96.9469,8
+46.6066,96.6853,8
+47.0229,97.6962,8
+46.8556,98.2446,8
+46.9865,97.807,8
+46.5313,97.7366,8
+46.3971,97.28,8
+46.5744,98.289,8
+46.9842,96.9101,8
+46.817,97.9921,8
+46.4645,96.9861,8
+46.1864,95.4522,8
+46.6734,96.5289,8
+46.7991,96.1429,8
+47.2485,96.8359,8
+46.7249,97.6652,8
+46.7152,99.2337,8
+46.7289,96.2303,8
+46.7253,97.4934,8
+47.0489,98.77,8
+46.7341,99.2624,8
+46.4837,98.9432,8
+46.8485,96.8085,8
+46.7738,98.1114,8
+46.4683,97.9079,8
+46.4505,96.4696,8
+46.6628,97.9374,8
+46.792,98.7427,8
+46.9446,96.5463,8
+46.4672,96.9506,8
+46.5609,97.4632,8
+46.5964,96.1828,8
+46.3169,96.7562,8
+47.121,97.4957,8
+46.5687,97.9135,8
+47.214,98.1828,8
+46.4651,96.1499,8
+46.6054,98.6599,8
+46.8178,98.2631,8
+46.8222,97.383,8
+46.6923,96.7786,8
+46.4988,98.0345,8
+46.8991,97.6042,8
+47.0519,96.4753,8
+46.1498,98.8999,8
+46.586,96.35,8
+46.6059,97.8301,8
+47.1183,98.0723,8
+46.6617,97.9003,8
+46.5575,97.9043,8
+46.6516,98.5847,8
+47.0235,97.1376,8
+47.1024,97.3328,8
+46.4445,96.9594,8
+46.5609,98.0655,8
+46.5731,97.5946,8
+46.1865,97.7227,8
+46.5671,98.1244,8
+46.4306,96.3438,8
+46.9301,98.5617,8
+46.8742,98.3594,8
+46.5588,98.7898,8
+46.5237,98.5861,8
+46.4943,97.162,8
+46.5252,98.6681,8
+46.766,98.6994,8
+46.6523,98.6087,8
+46.8653,97.4346,8
+46.6171,97.0944,8
+46.4471,97.8565,8
+46.893,96.7955,8
+46.7267,99.271,8
+46.9025,97.8068,8
+46.2772,98.0083,8
+46.4573,96.9402,8
+46.4523,96.1453,8
+46.4924,97.9978,8
+46.7979,97.0451,8
+47.0281,98.2777,8
+46.6854,98.829,8
+46.2903,96.7216,8
+46.6661,98.73,8
+46.6764,96.1902,8
+46.8709,98.1225,8
+46.9612,98.56,8
+46.8291,99.3309,8
+46.5931,96.7585,8
+47.0305,98.2756,8
+47.0987,98.5335,8
+46.5922,98.4491,8
+46.9719,96.9798,8
+46.5271,97.9006,8
+46.9003,97.1881,8
+46.9146,97.2717,8
+46.7988,97.5314,8
+46.7203,97.0126,8
+46.5724,98.0873,8
+46.1339,98.054,8
+46.3826,97.5336,8
+47.2287,98.2187,8
+46.9248,98.553,8
+46.4297,96.8159,8
+46.3007,96.6835,8
+47.1466,97.0955,8
+47.0695,96.4776,8
+46.726,98.2215,8
+47.0347,97.8555,8
+46.5335,99.3149,8
+46.5477,98.2022,8
+46.9019,96.3167,8
+46.7368,97.262,8
+46.7786,99.7681,8
+46.8741,99.1138,8
+46.5626,99.4614,8
+46.4747,97.4475,8
+46.2026,98.1928,8
+46.3383,98.3835,8
+46.542,97.2429,8
+46.7819,97.6607,8
+46.8051,97.8664,8
+46.6427,98.0271,8
+46.5849,97.398,8
+46.7824,96.4489,8
+46.7976,97.752,8
+46.7184,96.9687,8
+46.7825,98.4931,8
+46.9262,97.9827,8
+46.6928,97.5397,8
+46.6757,97.6326,8
+46.5386,98.556,8
+46.9401,97.3801,8
+47.1088,97.0551,8
+47.404,97.1537,8
+6.9742,63.5598,7
+6.46399,66.146,7
+18.5047,77.5835,7
+16.0333,73.5723,7
+7.42553,74.8369,7
+11.7781,75.2099,7
+13.3548,68.5617,7
+18.0088,72.8295,7
+9.93295,72.9016,7
+12.3635,72.4916,7
+16.8757,72.5421,7
+6.59346,79.6186,7
+11.4979,71.8487,7
+15.8975,79.1598,7
+16.0393,72.5746,7
+18.8133,77.0823,7
+12.974,65.8262,7
+17.7227,70.795,7
+15.8848,77.1236,7
+16.7038,78.8864,7
+14.7131,74.4971,7
+15.008,72.6344,7
+14.0303,76.2621,7
+19.836,74.8614,7
+12.3228,71.7349,7
+11.8228,60.8732,7
+17.1616,66.4786,7
+9.1945,74.8571,7
+10.9675,74.9959,7
+14.0197,75.2624,7
+17.8185,69.8292,7
+14.9716,74.8698,7
+11.3575,69.0807,7
+15.2966,72.657,7
+17.5655,75.8027,7
+13.5258,69.1893,7
+16.7934,67.3642,7
+17.9568,70.4081,7
+9.38253,69.0601,7
+10.0653,74.5443,7
+7.92786,74.4489,7
+14.5688,74.071,7
+12.0616,78.308,7
+18.8568,72.2338,7
+15.0005,77.0597,7
+17.6146,73.2862,7
+14.5691,80.9173,7
+14.5615,73.5849,7
+12.4247,65.1364,7
+21.0351,70.5554,7
+14.4129,66.9985,7
+16.8253,69.0902,7
+13.8975,70.8838,7
+4.83364,70.7908,7
+17.4459,69.786,7
+15.4855,73.1077,7
+6.61716,71.7575,7
+12.7626,67.7246,7
+21.7233,74.3631,7
+15.7184,62.5602,7
+18.4173,69.2612,7
+15.4037,76.1274,7
+16.1142,73.4925,7
+20.2021,67.7087,7
+18.6125,71.3553,7
+15.9821,81.7773,7
+14.7601,70.3693,7
+11.0119,77.4211,7
+14.9101,74.4998,7
+16.4344,79.3438,7
+22.9702,71.7193,7
+5.1016,79.3232,7
+14.3271,76.0561,7
+11.96,84.2657,7
+8.03136,75.8108,7
+11.6875,79.217,7
+13.3976,60.3978,7
+19.1962,77.9851,7
+17.5152,68.3059,7
+21.5956,73.967,7
+13.9858,72.2624,7
+14.5007,67.7301,7
+8.86643,76.7621,7
+11.913,63.5411,7
+17.4928,64.2277,7
+14.662,74.6725,7
+12.9914,71.8402,7
+14.6694,74.8898,7
+11.9876,73.1704,7
+6.79527,67.7802,7
+18.268,79.6573,7
+11.0498,77.0895,7
+18.1086,70.1339,7
+13.6122,74.0688,7
+6.93684,72.113,7
+12.58,77.3262,7
+15.1078,66.2657,7
+16.0514,75.7698,7
+10.383,67.3842,7
+15.9949,73.0173,7
+8.78849,80.0371,7
+15.9425,58.4478,7
+13.8141,68.9628,7
+23.1919,75.9825,7
+9.33767,72.7899,7
+13.1499,77.948,7
+9.31113,66.0853,7
+13.6298,77.9882,7
+14.7806,70.4936,7
+10.7807,77.9293,7
+12.1075,84.2081,7
+18.0637,73.155,7
+12.2869,72.1929,7
+17.8834,78.6057,7
+15.0611,71.2426,7
+12.6032,69.0315,7
+16.11,73.644,7
+17.0151,77.1487,7
+16.9914,76.5998,7
+13.863,67.3368,7
+13.7336,72.1281,7
+15.799,66.3803,7
+17.5132,70.087,7
+11.6782,68.8306,7
+17.9938,70.2958,7
+13.355,77.3186,7
+15.2698,74.2343,7
+21.8976,83.2627,7
+11.1427,82.1626,7
+15.2363,70.1339,7
+11.1334,70.5787,7
+13.1384,74.7592,7
+17.1843,76.3483,7
+16.9459,73.1542,7
+10.6792,78.5428,7
+13.1234,74.1113,7
+18.9347,62.8147,7
+10.8564,65.1915,7
+14.1361,74.144,7
+16.8179,73.4168,7
+20.4314,79.1002,7
+12.5282,71.6858,7
+16.3075,74.0084,7
+12.6015,76.6854,7
+11.4256,72.069,7
+8.67112,73.6595,7
+20.0546,77.4793,7
+5.66921,74.7665,7
+21.1012,86.303,7
+15.3943,70.1011,7
+7.07924,76.6519,7
+15.2409,78.2069,7
+11.3114,73.1903,7
+12.5313,69.8949,7
+9.56799,68.0229,7
+13.2154,72.8227,7
+10.9088,79.7561,7
+10.1041,74.6244,7
+15.213,67.1256,7
+13.5404,68.5892,7
+24.516,72.4898,7
+13.902,65.4107,7
+18.9457,67.3117,7
+15.8751,77.2214,7
+10.0324,70.5172,7
+18.7745,68.0842,7
+11.1172,67.8786,7
+15.6576,78.1547,7
+11.7784,62.7092,7
+10.6007,72.7629,7
+16.4342,70.7504,7
+16.0939,68.6336,7
+7.32682,80.992,7
+21.7923,77.9965,7
+20.7545,72.5261,7
+9.97794,71.7252,7
+16.5896,70.6464,7
+17.7794,70.8952,7
+17.0605,66.86,7
+4.44968,79.6235,7
+19.4552,65.6815,7
+10.8662,80.0937,7
+12.8369,73.5149,7
+14.0044,74.3141,7
+10.4842,72.3611,7
+15.4378,70.5417,7
+7.7826,79.7765,7
+15.2945,77.8664,7
+17.1188,73.3233,7
+17.8253,73.2815,7
+13.4018,68.7243,7
+12.8319,77.1705,7
+11.8416,71.5687,7
+15.4133,68.3427,7
+14.3874,75.0911,7
+14.7618,78.3312,7
+8.56969,76.0649,7
+4.87489,76.7773,7
+14.7324,79.746,7
+16.1758,68.1576,7
+11.6288,72.0451,7
+18.4902,73.4662,7
+3.62344,59.9285,7
+15.5947,74.5344,7
+10.878,79.1342,7
+14.8407,69.6396,7
+2.84344,71.5012,7
+12.4883,66.8669,7
+10.468,64.6173,7
+7.77496,71.3847,7
+18.6877,77.3514,7
+10.2618,81.514,7
+23.1101,77.8435,7
+8.29675,77.0656,7
+13.1048,78.2182,7
+14.0717,77.3593,7
+10.4853,70.9936,7
+8.14661,75.3408,7
+10.9537,72.6611,7
+19.3943,80.9806,7
+19.4368,71.8462,7
+11.8372,69.65,7
+13.8936,71.6775,7
+16.4462,68.2286,7
+9.35932,82.8769,7
+11.4419,75.8901,7
+8.00972,67.9883,7
+16.1423,72.6532,7
+17.5449,72.9405,7
+20.2077,79.7205,7
+12.0972,76.5809,7
+15.0473,66.1835,7
+18.005,68.9914,7
+15.5652,65.9837,7
+8.20881,72.9559,7
+13.2994,69.3226,7
+14.3928,71.4406,7
+13.144,76.8367,7
+13.4069,69.89,7
+15.2506,72.4894,7
+15.4718,65.3772,7
+6.28291,68.7217,7
+17.0008,71.9158,7
+12.782,73.8156,7
+15.6109,71.2024,7
+25.0523,67.318,7
+11.0317,70.1689,7
+14.3198,77.6605,7
+9.76055,76.678,7
+13.009,68.9532,7
+9.03985,70.387,7
+9.91819,67.126,7
+9.39186,67.6286,7
+9.23366,76.9973,7
+9.90062,72.9595,7
+13.7697,69.6652,7
+18.7182,71.6706,7
+19.3225,74.307,7
+18.034,83.5673,7
+18.4821,70.9698,7
+14.2428,70.0197,7
+15.9691,79.5589,7
+17.8546,64.5312,7
+17.3575,74.0294,7
+14.7628,73.0349,7
+17.5428,70.2942,7
+12.409,71.5285,7
+7.64793,75.4301,7
+23.4986,72.5452,7
+8.38578,70.7554,7
+9.747,68.1746,7
+9.07505,71.9796,7
+12.2811,73.9022,7
+11.2408,68.1408,7
+12.8555,73.0838,7
+15.6769,73.0767,7
+15.2056,63.572,7
+18.9136,71.6167,7
+11.0493,76.097,7
+14.999,79.7878,7
+17.6008,72.28,7
+7.44971,81.2882,7
+12.2055,76.7956,7
+18.1146,71.9282,7
+13.7783,78.709,7
+26.147,73.308,7
+16.1113,76.1851,7
+15.8876,74.961,7
+13.2603,72.4898,7
+20.6139,74.1227,7
+15.5693,72.1147,7
+7.4477,74.1965,7
+13.3477,72.3795,7
+11.4621,82.6934,7
+13.2552,81.1053,7
+15.5997,70.0399,7
+13.6189,80.0286,7
+11.752,78.6136,7
+11.9002,70.894,7
+15.2897,82.206,7
+14.2906,74.9315,7
+11.0522,73.673,7
+22.7165,64.5184,7
+15.378,77.9423,7
+10.8619,70.9644,7
+9.65983,76.2478,7
+15.5432,71.3917,7
+15.8865,75.6598,7
+12.1625,77.7504,7
+9.74072,70.1159,7
+15.6409,70.2935,7
+12.8535,76.8015,7
+13.4595,76.9247,7
+20.7965,72.3806,7
+18.9609,72.8208,7
+22.3784,75.6609,7
+14.1641,72.1781,7
+9.92617,69.1983,7
+18.2911,69.3891,7
+15.3908,72.8343,7
+10.0663,75.3633,7
+12.7845,67.7347,7
+12.7302,72.6837,7
+12.6735,67.9715,7
+16.9401,68.9921,7
+9.40018,70.906,7
+14.7253,71.9753,7
+5.26614,77.5098,7
+9.76337,68.8844,7
+16.3041,80.022,7
+18.6544,80.0636,7
+20.5745,76.1862,7
+13.8585,63.6911,7
+9.7573,63.8881,7
+12.1147,73.6008,7
+10.8968,73.0989,7
+12.5356,75.0092,7
+7.43643,74.1687,7
+13.3259,69.9454,7
+16.6829,75.7218,7
+12.5697,70.5723,7
+10.3905,75.958,7
+18.9164,76.0827,7
+14.6007,72.0524,7
+19.4285,74.9735,7
+19.9799,75.5132,7
+15.5005,68.7026,7
+16.0318,67.8982,7
+21.0952,64.5587,7
+13.9007,74.8945,7
+19.6489,74.7528,7
+12.4929,71.4185,7
+17.6386,76.1382,7
+8.57432,82.6621,7
+9.58557,66.1414,7
+11.0456,69.5803,7
+12.1605,70.8958,7
+14.9477,78.2299,7
+17.7285,67.1226,7
+13.2754,79.3836,7
+10.229,76.4249,7
+14.0693,71.434,7
+12.8931,71.7727,7
+17.9009,71.8102,7
+13.2442,77.9717,7
+9.36279,71.5327,7
+13.0456,63.7823,7
+9.42968,66.6865,7
+14.5659,72.133,7
+21.7401,73.3919,7
+11.9362,71.9542,7
+7.55315,76.3411,7
+9.42557,72.671,7
+17.4073,74.5066,7
+16.0269,73.4295,7
+7.34307,77.196,7
+16.7426,70.0379,7
+12.9911,75.7311,7
+16.858,69.2427,7
+16.0424,76.8963,7
+17.2367,81.0253,7
+18.8085,79.1206,7
+13.228,74.7781,7
+7.82159,70.8112,7
+8.82195,74.3393,7
+18.0928,62.4608,7
+14.4714,78.7609,7
+17.2222,70.2953,7
+14.0585,66.8945,7
+15.1509,71.3675,7
+23.0115,77.1704,7
+10.7838,66.9981,7
+14.0673,71.4014,7
+20.0259,75.849,7
+13.735,74.2524,7
+19.1428,75.8848,7
+14.5204,72.0799,7
+12.9293,71.9116,7
+7.91306,70.0406,7
+11.1569,72.5301,7
+18.5769,82.9214,7
+17.0431,77.3224,7
+19.8204,72.0764,7
+15.1146,73.3423,7
+14.9551,81.5398,7
+16.7977,64.5207,7
+20.8961,73.9012,7
+11.3243,75.4182,7
+15.4702,64.015,7
+12.9239,82.308,7
+13.1114,72.7146,7
+13.221,81.1251,7
+23.681,71.2745,7
+4.019,76.7883,7
+12.4485,75.9931,7
+19.9562,64.5198,7
+13.851,71.5423,7
+11.163,66.8932,7
+14.6376,76.2576,7
+16.9634,70.2364,7
+19.0134,78.3643,7
+10.6944,72.2111,7
+16.2133,65.9127,7
+10.9631,72.7751,7
+11.3727,71.7992,7
+18.5126,76.2785,7
+15.9101,74.2728,7
+18.5133,76.754,7
+15.8657,82.2787,7
+9.9406,78.2441,7
+14.0614,71.4062,7
+11.6339,73.6409,7
+18.1891,77.3399,7
+14.2462,70.3142,7
+14.2587,68.6824,7
+14.1859,77.6699,7
+41.4421,95.1835,8
+49.9689,93.1219,8
+48.9502,98.5986,8
+48.8835,101.19,8
+50.1349,94.0788,8
+44.9024,96.1416,8
+47.4277,96.6013,8
+48.7175,98.3238,8
+49.6,98.8651,8
+49.647,97.3412,8
+51.0073,96.0242,8
+45.4451,105.71,8
+52.1357,97.8324,8
+47.5369,96.3437,8
+48.0226,98.1668,8
+50.0173,97.4693,8
+46.9606,98.8998,8
+52.3675,98.3242,8
+47.3761,95.6861,8
+50.4993,95.3446,8
+48.3599,95.8236,8
+53.2012,99.5836,8
+48.834,97.0675,8
+51.4258,97.8536,8
+48.2486,98.0379,8
+50.5352,95.2385,8
+51.966,94.314,8
+51.0185,97.0484,8
+53.4679,93.897,8
+51.7624,94.7498,8
+55.3625,99.6402,8
+50.1651,95.5381,8
+48.5293,97.2518,8
+47.6447,97.9821,8
+50.6167,97.58,8
+50.9469,97.2312,8
+50.3737,98.3207,8
+50.9797,98.5861,8
+53.1431,97.0138,8
+45.5952,98.8883,8
+54.1421,95.9169,8
+51.5126,99.1836,8
+49.3575,94.2565,8
+55.9648,101.242,8
+54.0428,96.5008,8
+50.9739,97.871,8
+49.7275,93.3433,8
+52.4788,96.101,8
+47.9087,98.787,8
+49.5041,95.175,8
+51.7279,96.4927,8
+50.3544,99.4839,8
+48.0173,95.9962,8
+48.7575,95.0564,8
+45.5439,96.7317,8
+47.2433,92.9991,8
+50.1988,92.8083,8
+50.4409,95.9461,8
+51.6926,96.0898,8
+50.5479,97.1375,8
+47.9703,97.8309,8
+55.3622,97.4572,8
+51.2496,95.7789,8
+53.0253,96.6107,8
+48.7691,97.7165,8
+52.5326,99.717,8
+47.4153,96.1176,8
+54.98,100.573,8
+50.2622,99.4942,8
+46.1076,97.2104,8
+46.0329,94.5252,8
+51.6916,95.1614,8
+46.5102,96.4943,8
+51.3057,94.2738,8
+44.0614,94.5153,8
+51.6252,97.2491,8
+46.6135,99.319,8
+52.2948,98.226,8
+48.1176,98.1658,8
+51.9199,95.6656,8
+49.6601,97.6666,8
+48.2809,97.1118,8
+50.6258,98.7189,8
+54.5118,97.0744,8
+47.948,98.1689,8
+49.2226,94.6523,8
+53.3937,96.3825,8
+53.1772,96.6464,8
+53.2555,96.4591,8
+51.606,98.8852,8
+47.2193,96.1011,8
+45.934,98.4114,8
+47.952,92.6304,8
+51.9725,96.3493,8
+52.9004,102.211,8
+48.9986,96.982,8
+48.3003,96.289,8
+47.2406,96.6319,8
+45.0341,95.9396,8
+50.452,96.4533,8
+55.8699,93.6161,8
+49.1143,96.7294,8
+49.5852,99.4858,8
+46.9503,96.2251,8
+46.9918,95.9268,8
+50.3754,97.1761,8
+50.7271,100.905,8
+46.92,95.0981,8
+54.6489,96.057,8
+51.3893,93.5392,8
+42.223,98.2652,8
+47.255,96.2813,8
+50.7468,100.008,8
+53.5001,98.5525,8
+50.0758,95.7402,8
+52.6382,97.9511,8
+50.7758,93.3224,8
+49.7789,95.0243,8
+53.3533,95.3494,8
+50.7794,96.8392,8
+48.6835,93.7599,8
+50.5545,100.139,8
+49.9814,99.9025,8
+49.4176,100.063,8
+49.3004,98.1639,8
+51.9416,99.8599,8
+50.779,97.6581,8
+47.4913,95.4818,8
+50.0526,96.9909,8
+51.8662,98.7923,8
+45.192,96.118,8
+52.0513,95.2885,8
+45.1058,98.8115,8
+97.3191,68.0847,9
+99.9103,67.9731,9
+101.142,68.0599,9
+95.8612,68.0137,9
+95.3405,68.0971,9
+96.6713,68.2601,9
+97.7959,67.9033,9
+99.3944,68.066,9
+98.8196,68.1389,9
+100.835,68.3521,9
+96.0567,68.2631,9
+97.7124,67.987,9
+97.6818,68.1729,9
+95.6442,68.2786,9
+94.9751,67.9418,9
+97.0649,68.1848,9
+98.1745,68.299,9
+97.5609,68.0262,9
+97.6705,67.9386,9
+101.017,68.0252,9
+96.6478,68.1323,9
+94.2996,68.1649,9
+96.9756,68.3145,9
+97.2107,67.9364,9
+97.7873,68.2199,9
+97.1539,68.1341,9
+94.7383,68.2297,9
+101.351,68.0265,9
+95.6913,67.955,9
+98.0526,67.943,9
+97.6307,68.0589,9
+96.5153,68.0757,9
+99.7218,68.0519,9
+100.13,68.0103,9
+96.6848,68.0285,9
+98.2577,68.0187,9
+97.8715,68.1369,9
+95.303,68.0653,9
+96.7226,68.0783,9
+96.6646,68.1718,9
+102.01,68.0171,9
+92.8552,68.1594,9
+98.4827,68.0471,9
+98.677,68.3001,9
+94.9963,68.1207,9
+95.0845,68.2416,9
+95.2289,67.9679,9
+98.8395,68.1763,9
+97.5372,67.8789,9
+95.0989,68.0631,9
+96.2249,68.1139,9
+100.754,67.9854,9
+94.6755,68.0948,9
+95.0181,67.8509,9
+98.3966,68.1505,9
+95.9037,68.2702,9
+98.3384,67.9264,9
+98.3108,68.0733,9
+98.3052,68.0953,9
+96.3574,68.0066,9
+97.6805,68.024,9
+98.1658,68.0928,9
+95.5992,68.1486,9
+96.6595,68.1624,9
+96.3046,68.1027,9
+97.6432,68.2355,9
+97.8414,67.9624,9
+99.2772,67.7924,9
+99.1261,68.0036,9
+100.67,68.1046,9
+97.6889,68.172,9
+99.9417,67.9191,9
+95.1743,68.2626,9
+98.7606,67.9607,9
+99.7031,68.0427,9
+94.3437,67.9619,9
+95.6103,68.2285,9
+97.7253,68.3245,9
+97.323,67.9701,9
+97.691,67.9551,9
+97.5687,68.1529,9
+97.2912,67.8588,9
+100.286,68.0849,9
+97.8297,67.9631,9
+95.4533,68.5077,9
+96.3836,68.1377,9
+95.3567,68.0426,9
+98.4426,68.0826,9
+94.4767,68.1639,9
+98.2559,68.0158,9
+96.5007,67.9212,9
+96.8852,68.1787,9
+96.834,67.9841,9
+98.4335,68.2043,9
diff --git a/artificial/2d-20c-no0.arff b/artificial/2d-20c-no0.arff
new file mode 100644
index 0000000..163c14a
--- /dev/null
+++ b/artificial/2d-20c-no0.arff
@@ -0,0 +1,1527 @@
+% Data from J. Handl
+% http://personalpages.manchester.ac.uk/mbs/Julia.Handl/generators.html
+%
+@RELATION 2d-20c-no0
+
+@ATTRIBUTE x REAL
+@ATTRIBUTE y REAL
+@ATTRIBUTE class {0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19}
+
+@DATA
+-8.69493,-4.08204,0
+-8.6404,-3.85833,0
+-7.70667,-1.4747,0
+-8.81293,-3.27131,0
+-8.05403,-3.51724,0
+-8.29488,-3.51365,0
+-10.1359,-4.39111,0
+-8.04381,-2.79032,0
+-9.82957,-4.44724,0
+-9.09786,-4.46506,0
+-7.0911,-3.26933,0
+-7.98238,-2.70144,0
+-9.67598,-3.84127,0
+-7.85766,-2.21475,0
+-8.15751,-4.09354,0
+-8.9737,-2.76981,0
+-8.05094,-3.59263,0
+-7.72412,-1.54349,0
+-8.91767,-4.12078,0
+-8.13389,-1.80716,0
+-10.4918,-4.16823,0
+-7.64232,-2.87174,0
+-7.6268,-2.67739,0
+-8.59165,-3.32836,0
+-7.20008,-1.64701,0
+-8.75974,-3.67519,0
+-8.3488,-2.61235,0
+-7.7484,-2.84117,0
+-8.97632,-4.52084,0
+-7.69324,-2.27566,0
+-10.0336,-5.04022,0
+-8.85227,-4.0334,0
+-9.03189,-4.04806,0
+-8.13572,-3.3417,0
+-8.86449,-3.94871,0
+-9.23683,-3.62431,0
+-9.43361,-3.65627,0
+-8.18118,-2.27224,0
+-8.40732,-2.7209,0
+-9.50774,-4.42073,0
+-8.78031,-4.7516,0
+-8.81461,-3.32169,0
+-8.97416,-4.91024,0
+-9.31334,-3.81161,0
+-8.74045,-4.7963,0
+-7.95166,-3.80814,0
+-10.0591,-4.7811,0
+-8.36515,-3.44231,0
+-6.99971,-2.68442,0
+-9.65653,-5.11228,0
+-8.66661,-3.68409,0
+-8.15935,-3.07882,0
+-7.99154,-1.51911,0
+-9.11811,-2.32231,0
+-9.0938,-4.34333,0
+-8.14049,-3.33259,0
+-8.02519,-4.65274,0
+-8.44775,-3.63394,0
+-8.9976,-4.7722,0
+-8.66632,-3.32594,0
+-7.95832,-2.87078,0
+-9.25258,-4.46247,0
+-10.3672,-4.54571,0
+-7.46944,-3.1481,0
+-8.59579,-4.77005,0
+-9.22283,-3.56783,0
+-8.21303,-2.67898,0
+-9.2124,-3.58182,0
+-8.64581,-3.3193,0
+-9.35346,-5.39518,0
+-7.76767,-2.09506,0
+-9.05833,-2.98536,0
+-7.42674,-3.79082,0
+-8.68992,-2.91888,0
+-7.29042,-2.17037,0
+-8.34408,-3.64164,0
+-8.17298,-3.17738,0
+-9.30139,-3.25965,0
+-9.29681,-3.59796,0
+-9.58048,-4.49728,0
+-8.49216,-3.65884,0
+-8.34336,-2.41142,0
+-7.8601,-2.97977,0
+-9.04439,-3.78356,0
+-8.88553,-4.39569,0
+-7.28641,-1.33624,0
+-8.77737,-4.02101,0
+-9.30099,-3.68911,0
+-8.19873,-3.15754,0
+-7.0521,-1.3489,0
+-7.09952,-3.1626,0
+-8.26232,-4.13327,0
+-7.16357,-2.0783,0
+-8.50966,-2.11201,0
+-8.39893,-2.12713,0
+-7.58834,-3.06696,0
+-8.57066,-5.22005,0
+-8.58719,-3.49621,0
+-7.21036,-2.71554,0
+-8.90762,-3.92203,0
+-8.7021,-2.99252,0
+-8.77684,-2.25372,0
+-7.79125,-2.8947,0
+-8.63438,-2.02369,0
+-9.04551,-4.86353,0
+-7.78808,-2.72394,0
+-6.25273,-7.39036,1
+-6.65666,-7.71766,1
+-7.24954,-9.64904,1
+-6.8133,-9.8009,1
+-6.92223,-8.65929,1
+-6.27036,-7.74961,1
+-5.96635,-8.97047,1
+-6.38861,-8.05087,1
+-5.635,-7.94351,1
+-6.22443,-6.9764,1
+-6.25428,-7.55632,1
+-5.77736,-7.75893,1
+-6.73031,-7.15192,1
+-6.66554,-8.18106,1
+-6.57719,-8.69503,1
+-6.21789,-7.71703,1
+-6.37706,-7.80981,1
+-6.86509,-6.59698,1
+-6.30385,-8.51285,1
+-6.0965,-7.59811,1
+-6.81185,-8.26279,1
+-6.41398,-8.1561,1
+-6.07095,-8.16182,1
+-6.43956,-8.34269,1
+-6.0797,-6.38241,1
+-6.84388,-7.46829,1
+-6.15966,-9.159,1
+-6.61336,-9.16218,1
+-6.71129,-9.01557,1
+-6.37637,-8.71405,1
+-6.35999,-8.26552,1
+-5.87385,-8.30604,1
+-6.89582,-8.39183,1
+-6.39943,-8.59678,1
+-6.49258,-8.33688,1
+-6.3834,-7.4508,1
+-6.64749,-8.44029,1
+-6.6404,-7.81211,1
+-6.66479,-8.59582,1
+-6.30485,-8.22961,1
+-6.29052,-9.50734,1
+-6.69189,-6.90399,1
+-7.06423,-8.79051,1
+-6.77855,-7.26407,1
+-6.26719,-6.45568,1
+-6.3685,-7.54308,1
+-6.45682,-8.1298,1
+-5.57927,-8.78315,1
+-6.38342,-7.90653,1
+-7.5873,-8.97679,1
+-6.09126,-7.93066,1
+-6.61405,-8.05345,1
+-6.3274,-8.39552,1
+-6.28151,-8.07734,1
+-6.59086,-7.17,1
+-6.39702,-7.17474,1
+-6.3579,-7.27603,1
+-6.03533,-7.8804,1
+-6.36224,-8.44148,1
+-6.2063,-6.6711,1
+-6.30953,-9.16826,1
+-6.46047,-6.92586,1
+-6.30393,-7.27784,1
+-5.88893,-9.04523,1
+-6.67793,-8.2725,1
+-6.85166,-7.59014,1
+-5.96592,-8.52519,1
+-5.85074,-7.63394,1
+-6.07093,-8.69982,1
+-6.85374,-7.47271,1
+-6.31217,-8.62011,1
+-6.30795,-9.51201,1
+-6.06861,-7.13436,1
+-6.25471,-7.37523,1
+-6.99436,-7.35953,1
+-6.14536,-7.76883,1
+-6.65217,-7.55761,1
+-7.11282,-8.18514,1
+-7.051,-7.92217,1
+-6.46578,-8.25516,1
+-6.22199,-9.68976,1
+-6.00434,-7.18564,1
+-5.74222,-7.531,1
+-6.81105,-7.82297,1
+-6.28814,-9.84927,1
+-7.0974,-7.12696,1
+-6.58637,-6.76851,1
+-6.18874,-8.54517,1
+-6.27791,-8.66805,1
+-6.84743,-8.72943,1
+-6.5467,-8.13186,1
+-6.44279,-7.51895,1
+-5.94863,-7.4455,1
+-6.37006,-9.1431,1
+-6.53756,-8.00047,1
+-6.76667,-8.32679,1
+-6.21834,-7.53924,1
+3.86896,-1.26156,2
+6.12334,-3.2891,2
+7.08465,-2.53925,2
+5.68299,-1.76215,2
+6.03568,-2.27445,2
+7.10502,-3.06911,2
+7.00164,-3.57153,2
+4.43735,-1.71246,2
+6.55942,-2.22788,2
+5.08672,-1.35971,2
+6.71081,-2.56134,2
+7.65578,-2.43904,2
+2.37964,-0.43091,2
+6.19539,-2.60764,2
+4.94143,-1.79874,2
+7.07252,-3.05702,2
+4.03977,-1.03532,2
+6.70893,-2.51418,2
+6.91552,-1.49095,2
+3.91356,-1.43566,2
+6.44345,-3.11189,2
+6.81451,-2.33474,2
+6.88358,-2.84699,2
+5.37015,-2.38286,2
+5.27581,-1.2951,2
+7.20841,-2.31917,2
+4.68279,-1.7427,2
+5.58678,-1.46549,2
+6.36473,-2.89621,2
+5.36185,-2.24586,2
+5.04594,-2.15094,2
+7.6021,-1.52548,2
+5.0762,-1.57727,2
+8.06953,-5.28411,2
+6.2305,-2.31328,2
+5.51251,-1.35499,2
+4.72462,-2.17248,2
+3.97308,-0.286565,2
+4.19009,-2.22965,2
+4.50119,-2.49857,2
+5.38091,-2.32007,2
+4.45503,-2.58253,2
+4.98157,-1.14835,2
+8.37822,3.66076,3
+9.40139,3.9032,3
+8.81675,3.10493,3
+7.72989,4.3444,3
+8.08965,4.17229,3
+7.99851,3.73863,3
+8.5024,3.91839,3
+8.78834,4.14733,3
+8.52802,3.96262,3
+8.83943,3.58555,3
+8.67223,3.72182,3
+8.43726,3.44143,3
+8.08161,3.31935,3
+8.61602,3.99279,3
+8.6213,3.42639,3
+7.70525,4.38717,3
+8.55126,3.63801,3
+9.15405,3.91576,3
+9.06266,3.94093,3
+8.19653,3.60962,3
+8.84509,3.88991,3
+8.50185,3.22476,3
+7.82616,4.11693,3
+9.3441,3.7928,3
+8.73903,3.7511,3
+9.01016,3.93077,3
+7.76203,4.54846,3
+8.32988,3.72777,3
+9.11094,4.00272,3
+8.26092,4.65221,3
+8.81411,3.91075,3
+9.52706,3,3
+9.5581,3.27347,3
+9.10693,3.68584,3
+8.10275,3.80001,3
+8.17632,4.34854,3
+7.85404,4.34552,3
+9.62184,3.1702,3
+8.51644,3.1653,3
+8.90466,3.71603,3
+9.90205,3.35437,3
+8.84212,3.5572,3
+10.464,3.06891,3
+9.60006,3.46741,3
+8.72548,3.45782,3
+9.50517,3.65738,3
+9.23496,3.21038,3
+8.9606,3.92021,3
+8.41281,3.42967,3
+8.1537,3.02098,3
+8.81098,4.32892,3
+7.92883,3.33537,3
+8.6127,3.02311,3
+9.20899,3.02311,3
+8.78216,3.31954,3
+9.49242,3.81817,3
+9.31528,3.56995,3
+9.78382,2.96272,3
+9.50486,3.50355,3
+8.31393,4.30706,3
+8.81235,3.04308,3
+9.17103,3.64786,3
+8.17222,4.48646,3
+8.40818,4.44065,3
+8.34159,4.35206,3
+9.67782,3.60893,3
+8.34095,3.76643,3
+9.53822,3.88935,3
+8.14496,4.48082,3
+9.95279,3.23726,3
+-7.29681,1.25069,4
+-7.78932,2.45949,4
+-9.26335,6.63155,4
+-7.18997,3.74799,4
+-7.15731,5.23432,4
+-7.61854,4.58268,4
+-8.17922,7.29388,4
+-9.34655,5.60711,4
+-8.6414,5.10618,4
+-9.72667,4.97492,4
+-7.00006,1.27185,4
+-6.51707,2.35709,4
+-8.1065,5.16734,4
+-8.32334,3.96037,4
+-6.37854,1.07384,4
+-9.20165,4.33981,4
+-9.67017,4.30449,4
+-8.49236,4.03124,4
+-11.0908,7.32499,4
+-9.03907,5.43862,4
+-8.3289,6.53221,4
+-7.95451,3.16186,4
+-8.87803,5.31928,4
+-6.36024,1.00379,4
+-8.23494,4.56866,4
+-8.69487,2.82989,4
+-9.0413,4.85233,4
+-6.35439,3.82325,4
+-10.7497,8.04314,4
+-8.29117,3.75834,4
+-6.53614,3.35288,4
+-7.55798,4.13967,4
+-8.97567,4.68851,4
+-8.46687,5.5187,4
+-8.242,2.7486,4
+-9.54135,5.70866,4
+-6.50333,3.38709,4
+-9.23101,5.09542,4
+-8.14916,3.35243,4
+-8.3133,4.15217,4
+-6.7897,1.7439,4
+-9.12521,4.86847,4
+-9.18262,5.86126,4
+-9.09466,3.82344,4
+-7.87778,1.70111,4
+-6.72238,3.54405,4
+-7.6279,6.55568,4
+-8.98359,5.17447,4
+-7.4371,3.74627,4
+-7.14627,4.75971,4
+-9.19037,6.52064,4
+-7.62386,2.7104,4
+-7.87474,3.84308,4
+-9.05973,4.44231,4
+-9.30946,4.89777,4
+-6.7385,2.95429,4
+-6.9414,3.29581,4
+-9.79097,4.79916,4
+-9.19063,5.70727,4
+-7.22575,3.42456,4
+-7.5767,6.17037,4
+-7.17034,4.42796,4
+-8.12445,2.18776,4
+-9.07748,3.62498,4
+-8.74694,5.50919,4
+-10.3911,5.94746,4
+-8.81056,6.39046,4
+-9.64251,7.86938,4
+-8.89673,6.66521,4
+-9.25095,4.47528,4
+-5.53029,3.08909,4
+-8.25681,7.7821,4
+-7.09557,4.2832,4
+-8.65734,5.12772,4
+-7.26651,3.14083,4
+-8.01881,4.44287,4
+-8.03426,4.77892,4
+-7.75835,2.90284,4
+-7.96142,4.8735,4
+-7.75717,3.99704,4
+-8.14173,4.06566,4
+-6.83509,3.70718,4
+-8.9678,4.22889,4
+-9.6731,6.14185,4
+-8.38751,3.94977,4
+-1.78883,-0.704504,5
+-2.32285,-0.7853,5
+-2.07925,-2.21561,5
+-1.34499,-1.64176,5
+-1.05048,-1.57238,5
+-0.857177,-2.45152,5
+-1.24202,-0.334144,5
+-1.83966,-2.10326,5
+-3.51927,-1.13436,5
+-2.76484,-0.18325,5
+-1.02373,-0.746412,5
+-2.82258,-0.880602,5
+-2.91087,-1.24914,5
+0.15456,-2.10891,5
+0.411786,-1.39166,5
+-4.05522,-0.798081,5
+0.261466,-2.64851,5
+-0.715028,-2.05136,5
+-1.68856,-0.995109,5
+-2.62475,-1.31324,5
+-1.89271,-0.708624,5
+-1.68082,-0.218725,5
+0.344582,-1.2913,5
+-1.473,-1.5355,5
+-2.79372,-0.401153,5
+-1.19011,-1.0514,5
+-2.34315,-1.35433,5
+-2.06103,-0.807878,5
+-1.62432,-1.51083,5
+-0.780465,-0.229515,5
+-1.93061,-2.2207,5
+-1.48626,-0.787813,5
+-1.12968,-0.924883,5
+-2.56282,-1.12639,5
+-1.2648,-0.795073,5
+0.412013,-1.45036,5
+-0.293581,-1.86779,5
+-2.83253,-0.348677,5
+-1.71495,-0.286824,5
+-1.40052,-0.833941,5
+-3.1745,-0.166301,5
+-1.62818,-1.74677,5
+-3.49619,0.285391,5
+0.473153,-1.77845,5
+-3.11019,-0.98934,5
+-0.979262,-0.810585,5
+-0.77074,-0.468302,5
+-1.79476,-1.32991,5
+-1.83215,-1.22086,5
+-1.60082,-2.08295,5
+-0.976465,-8.35372,6
+-1.79857,-9.23659,6
+-2.6192,-8.78957,6
+-1.09799,-8.35806,6
+-1.09696,-8.927,6
+-1.14972,-8.32956,6
+-1.00513,-8.27255,6
+-0.411204,-8.35374,6
+-1.50834,-9.14068,6
+-1.7541,-9.39696,6
+-1.34902,-8.98684,6
+-2.12067,-9.73863,6
+-0.790711,-8.88147,6
+-1.54687,-8.19957,6
+-1.07855,-8.65053,6
+-0.82327,-9.28952,6
+-1.34126,-9.34649,6
+-1.58384,-8.58248,6
+-0.952705,-8.95239,6
+-1.11489,-8.50332,6
+-1.02098,-9.25301,6
+-0.709553,-8.54819,6
+-1.53837,-8.80125,6
+-1.43325,-8.87931,6
+-0.722889,-8.22023,6
+-1.81511,-9.0803,6
+-0.665162,-8.17483,6
+-1.14554,-8.98245,6
+-2.27901,-9.25307,6
+-2.41817,-9.70311,6
+-1.37784,-8.59616,6
+-1.44045,-8.49571,6
+-1.57796,-9.3632,6
+-2.15981,-9.27839,6
+-1.61618,-8.50726,6
+-1.69562,-8.94741,6
+-1.64345,-8.81845,6
+-0.975036,-8.15364,6
+-0.909781,-8.51976,6
+-1.05255,-9.20696,6
+-2.29541,-9.52114,6
+-1.13094,-8.63584,6
+-1.77771,-9.40516,6
+-1.52799,-8.30813,6
+-0.707723,-8.25408,6
+-1.23844,-8.76407,6
+-1.49515,-9.15106,6
+-2.23431,-9.73188,6
+-2.04917,-9.42849,6
+-0.66496,-8.28299,6
+-0.812448,-8.44872,6
+-1.09186,-8.38498,6
+-1.26456,-9.47985,6
+-1.9089,-9.86624,6
+-1.22166,-9.06059,6
+-1.22998,-8.64665,6
+-2.33477,-9.26001,6
+-1.51908,-9.20048,6
+-1.06565,-8.64093,6
+-1.59741,-8.72449,6
+-2.02743,-9.1221,6
+-1.53998,-8.98073,6
+-0.898701,-8.27776,6
+-1.24798,-9.11762,6
+-1.21617,-8.53429,6
+-1.47186,-8.38324,6
+-1.36737,-8.81068,6
+-0.942349,-9.15073,6
+-2.28137,-9.31426,6
+-0.814082,-8.4917,6
+-2.24596,-9.76554,6
+-1.55912,-8.89393,6
+-2.2238,-9.32405,6
+-1.49652,-8.67032,6
+-1.23989,-8.59295,6
+-1.89588,-9.24578,6
+-1.91194,-9.75315,6
+-1.88971,-9.44583,6
+-1.40447,-8.67655,6
+-1.36227,-8.5927,6
+-2.68353,-9.82302,6
+-0.426739,-8.56207,6
+-1.56503,-8.77505,6
+-1.39527,-8.39313,6
+-0.583439,-8.7077,6
+9.46262,0.899652,7
+6.43681,-0.239774,7
+9.05796,-0.149758,7
+9.06518,1.3624,7
+9.93664,0.913611,7
+8.01971,0.549353,7
+7.82549,-0.47527,7
+9.03081,-0.251947,7
+8.74874,-0.300021,7
+8.86273,1.53389,7
+8.24013,0.919794,7
+9.83561,-0.551398,7
+10.446,-0.820285,7
+8.41162,0.688897,7
+8.5309,0.809264,7
+9.24267,0.465855,7
+8.09023,-0.462415,7
+9.95117,0.285061,7
+9.80229,-0.548149,7
+10.7828,1.09299,7
+9.06907,1.44334,7
+10.132,-0.0136743,7
+8.85553,-0.137522,7
+9.14861,0.418074,7
+7.84334,1.05661,7
+7.95307,1.89312,7
+7.52309,1.29115,7
+9.29609,0.0830677,7
+9.61661,0.400346,7
+10.4883,0.687689,7
+9.03136,0.467462,7
+8.36597,0.399403,7
+9.91665,0.29422,7
+9.38104,0.877184,7
+9.98342,0.724256,7
+9.2345,0.65115,7
+7.4717,0.844399,7
+9.3864,0.266181,7
+9.24573,0.231825,7
+7.43978,1.9656,7
+9.17208,0.429816,7
+8.66409,0.593978,7
+9.01317,1.22766,7
+9.87184,-0.0160768,7
+7.84993,0.170922,7
+7.97259,-0.231096,7
+6.86801,0.565728,7
+9.095,0.65934,7
+9.88307,0.887682,7
+9.96153,0.117234,7
+8.73679,0.382056,7
+8.01115,-0.562474,7
+8.8003,0.84659,7
+7.73469,0.437951,7
+8.96656,0.219606,7
+9.33625,-0.326538,7
+8.19168,-0.388936,7
+9.54848,-0.624621,7
+9.83032,1.13145,7
+7.33379,0.82792,7
+11.1239,1.04385,7
+8.68324,0.411233,7
+8.18684,0.872866,7
+7.95862,0.783805,7
+8.85046,-0.523313,7
+5.75639,0.585283,7
+10.1988,1.11239,7
+8.4051,0.622818,7
+10.8721,-0.0288327,7
+7.79636,0.735612,7
+8.93716,1.04462,7
+7.55125,0.609154,7
+8.98174,0.802764,7
+8.58838,0.244413,7
+8.26578,1.27282,7
+7.97955,0.836172,7
+8.59375,0.190249,7
+11.1606,0.82118,7
+9.48595,0.939158,7
+11.5579,0.325425,7
+8.83617,-0.156849,7
+10.0052,0.0899754,7
+9.06626,1.36485,7
+9.91121,-0.504092,7
+7.92576,0.507065,7
+10.066,0.773392,7
+6.99969,0.183244,7
+8.49611,1.42635,7
+8.85174,0.879157,7
+8.52568,0.364635,7
+8.08768,0.521555,7
+10.2441,0.649011,7
+10.0589,1.25293,7
+9.62002,1.3191,7
+7.57751,0.0135557,7
+10.5342,0.027223,7
+8.63969,-0.184207,7
+7.03237,0.289716,7
+8.69689,1.08501,7
+8.77201,0.422117,7
+7.91444,1.24613,7
+8.59569,0.324669,7
+7.94729,0.579621,7
+8.03067,1.09891,7
+8.99843,0.65889,7
+9.86624,0.128034,7
+7.8803,0.565845,7
+8.9641,1.71467,7
+-2.07583,9.14797,8
+-2.85672,9.08419,8
+-3.61566,10.1832,8
+-3.9252,10.5261,8
+-2.48418,8.64065,8
+-2.63161,8.48704,8
+-3.17636,8.97015,8
+-1.83479,8.27294,8
+-3.64706,9.84374,8
+-2.56257,9.48637,8
+-2.36953,9.18469,8
+-4.50807,10.7892,8
+-3.6818,10.2309,8
+-2.6336,8.50937,8
+-2.22048,7.96539,8
+-2.52228,8.49059,8
+-3.61648,10.9958,8
+-3.67358,9.71115,8
+-3.08656,9.78573,8
+-4.55108,9.15776,8
+-3.93044,10.1555,8
+-2.14263,8.35155,8
+-3.15472,8.8028,8
+-3.11464,8.52286,8
+-2.13001,8.61881,8
+-3.06518,8.91813,8
+-5.76522,11.7241,8
+-4.58356,9.75091,8
+-2.21131,9.52305,8
+-3.18132,8.63856,8
+-3.28844,9.56369,8
+-4.14384,10.4279,8
+-2.24122,10.1961,8
+-2.9483,8.69143,8
+-4.3531,10.1408,8
+-3.97816,9.72143,8
+-2.56773,8.37644,8
+-4.55381,10.342,8
+-5.07412,10.1523,8
+-5.58087,10.3098,8
+-2.89432,9.41203,8
+-2.62348,9.24089,8
+-3.84305,10.4156,8
+-2.86021,9.88517,8
+-4.39939,11.0475,8
+-2.70705,8.618,8
+-4.87405,9.85614,8
+-3.21871,9.59136,8
+-2.92987,8.61481,8
+-2.41485,9.8261,8
+-1.31845,9.89926,8
+-3.27909,9.94728,8
+-2.44885,8.44784,8
+-0.974638,7.51853,8
+-2.17671,10.0941,8
+-2.58462,9.38438,8
+-3.82259,8.76967,8
+-3.32358,11.4401,8
+-2.54739,9.24593,8
+-3.17545,9.25109,8
+-3.36723,9.82082,8
+-3.27274,8.96302,8
+-4.00907,9.45451,8
+-4.08715,9.81264,8
+-4.92006,9.86995,8
+-10.2615,-9.18424,9
+-8.78196,-11.4846,9
+-10.8152,-8.50132,9
+-9.71314,-9.34461,9
+-9.62158,-9.33604,9
+-11.3691,-7.17657,9
+-10.5518,-7.84348,9
+-9.80826,-9.03972,9
+-8.90821,-10.5689,9
+-9.39798,-9.38349,9
+-9.99272,-9.50401,9
+-9.65693,-8.58741,9
+-10.6708,-8.04782,9
+-10.4988,-9.1386,9
+-10.1324,-9.50357,9
+-8.3596,-10.3147,9
+-10.6473,-8.79123,9
+-8.93923,-10.7915,9
+-10.5366,-8.30773,9
+-9.791,-9.79114,9
+-9.84624,-10.2824,9
+-8.67539,-9.61496,9
+-9.06241,-10.9464,9
+-10.8629,-8.46514,9
+-9.91684,-9.28151,9
+-9.32198,-10.2306,9
+-9.90769,-10.0612,9
+-8.64991,-10.7739,9
+-9.37225,-10.655,9
+-10.691,-9.36324,9
+-8.21658,-12.2379,9
+-8.9325,-10.2234,9
+-8.3823,-9.78176,9
+-9.41722,-10.0378,9
+-7.86941,-10.5824,9
+-9.80453,-9.1712,9
+-9.58256,-9.57727,9
+-8.90807,-9.98716,9
+-8.34454,-10.9933,9
+-7.50581,-12.8817,9
+-8.79355,-10.1933,9
+-9.39071,-9.89001,9
+-9.83079,-8.91405,9
+-9.32899,-10.3552,9
+-9.49235,-10.559,9
+-9.44714,-10.5696,9
+-10.7212,-9.39902,9
+-10.1017,-8.8135,9
+-7.8995,-10.58,9
+-8.4798,-10.9007,9
+-9.72554,-8.68108,9
+-10.0686,-9.87111,9
+-8.99679,-10.9769,9
+-10.8558,-8.11903,9
+-9.00707,-10.0232,9
+-8.54549,-11.0205,9
+-9.94765,-9.05528,9
+-10.4663,-8.47366,9
+-8.68244,-10.2999,9
+-9.02392,-10.6662,9
+-10.6514,-9.47468,9
+-8.83342,-10.6843,9
+-9.92049,-9.46035,9
+-10.2141,-9.1866,9
+-9.06796,-10.9692,9
+-9.62731,-9.31139,9
+-9.01612,-10.2362,9
+-9.57479,-9.89484,9
+-10.8289,-9.11641,9
+-10.3223,-9.32894,9
+-9.38268,-8.80641,9
+-9.34221,-9.67838,9
+-9.01836,-9.25421,9
+-10.0231,-8.76787,9
+-9.24879,-9.18422,9
+-10.3606,-9.67363,9
+-10.2422,-9.65553,9
+-8.22141,-12.3715,9
+-9.59568,-9.88209,9
+-8.24493,-9.59965,9
+-10.7319,-7.6891,9
+-8.61343,-10.4994,9
+-8.74952,-9.99309,9
+-10.0994,-9.09433,9
+-9.06311,-10.3523,9
+-10.1704,-9.40552,9
+-9.69236,-8.82202,9
+-9.63719,-9.80068,9
+-8.98967,-9.73889,9
+-9.92932,-9.96653,9
+-9.77032,-9.64421,9
+-9.93516,-9.13113,9
+-9.73966,-10.5143,9
+-12.0645,-7.34328,9
+-9.94491,-8.12479,9
+-9.18435,-10.478,9
+-8.81204,-10.7836,9
+-9.58996,-10.811,9
+-8.58612,-9.75476,9
+-7.68276,-10.7551,9
+-10.2924,-8.83519,9
+-9.48993,-9.88234,9
+-9.79235,-10.1348,9
+-7.94923,-11.0054,9
+-8.5536,-10.5794,9
+-8.90348,-12.583,9
+-9.95937,-9.42806,9
+-9.49279,-10.2704,9
+-4.14645,-4.18958,10
+-4.9124,-3.68154,10
+-4.65082,-3.86422,10
+-4.37284,-4.38985,10
+-4.46795,-3.56872,10
+-4.41787,-3.77756,10
+-4.38367,-4.0424,10
+-4.25382,-4.69538,10
+-4.45154,-3.98351,10
+-4.6926,-4.19178,10
+-4.53137,-4.27346,10
+-4.44669,-3.91551,10
+-4.30568,-4.32298,10
+-4.30977,-4.07394,10
+-4.55178,-3.85084,10
+-4.10282,-4.23687,10
+-4.17519,-4.21089,10
+-4.56357,-4.3346,10
+-4.33487,-4.62039,10
+-4.41675,-3.92836,10
+-4.28923,-3.8433,10
+-4.48556,-3.84096,10
+-4.38544,-3.65638,10
+-4.67598,-4.02351,10
+-4.52367,-4.34106,10
+-4.48669,-5.10424,10
+-4.29373,-4.05917,10
+-4.37073,-4.1136,10
+-4.11613,-3.87604,10
+-4.43483,-3.90765,10
+-4.31663,-4.15115,10
+-4.50414,-4.01004,10
+-4.51153,-3.91516,10
+6.79052,7.45006,11
+7.65691,7.33013,11
+8.09009,7.3695,11
+7.20757,7.50329,11
+7.75217,7.49502,11
+7.7361,7.49369,11
+9.98133,7.57582,11
+8.94138,7.39521,11
+6.94466,7.45858,11
+7.52976,7.54431,11
+7.15689,7.46469,11
+7.04591,7.55788,11
+8.33357,7.5186,11
+7.93061,7.46432,11
+7.72663,7.61696,11
+7.39761,7.41405,11
+6.9776,7.4238,11
+8.52721,7.34875,11
+6.72331,7.38472,11
+7.44975,7.43431,11
+7.076,7.52205,11
+6.59821,7.29376,11
+6.31669,7.09625,11
+7.94992,7.39415,11
+9.67996,7.55385,11
+8.45694,7.45701,11
+6.76898,7.26154,11
+6.70925,7.37117,11
+7.47621,7.38451,11
+8.11676,7.43496,11
+8.77792,7.74699,11
+8.95537,7.45383,11
+6.87057,7.45296,11
+8.56041,7.37918,11
+7.26255,7.29171,11
+6.54433,7.20976,11
+7.28611,7.48972,11
+6.2128,7.3166,11
+7.03729,7.39413,11
+8.87743,7.54192,11
+8.92261,7.50937,11
+8.10328,7.18592,11
+8.93269,7.40634,11
+7.0928,7.40978,11
+7.9157,7.3177,11
+8.96879,7.24193,11
+6.54943,7.42372,11
+8.72285,7.41865,11
+7.61219,7.3452,11
+7.19552,7.33993,11
+8.08203,7.49374,11
+7.32388,7.51898,11
+7.29154,7.28458,11
+5.0626,7.36788,11
+8.95019,7.39204,11
+8.90919,7.25939,11
+6.78221,7.30676,11
+7.31496,7.51975,11
+7.99187,7.31775,11
+9.39703,7.5194,11
+6.89422,7.26275,11
+6.88591,7.46435,11
+6.67455,7.54582,11
+8.72789,7.3025,11
+7.58658,7.29106,11
+7.73214,7.28657,11
+6.03293,7.45043,11
+8.43458,7.46707,11
+6.17849,7.38457,11
+7.49634,7.5048,11
+9.90325,7.68054,11
+6.82216,7.57458,11
+7.0204,7.6039,11
+6.31028,7.49718,11
+7.77269,7.67943,11
+6.43762,7.65562,11
+8.12921,7.50754,11
+9.22839,7.49665,11
+8.15485,7.59074,11
+8.83473,7.50892,11
+6.74924,7.64907,11
+5.66347,7.59177,11
+6.80924,7.36246,11
+6.64294,7.41002,11
+6.01624,7.56028,11
+7.77458,7.3905,11
+8.33004,7.23706,11
+9.16033,7.47283,11
+8.11547,7.52275,11
+7.71959,7.37686,11
+8.59504,7.51461,11
+7.23116,7.3399,11
+7.23531,7.49889,11
+6.93673,7.50564,11
+6.68294,7.46371,11
+5.52225,7.33658,11
+6.77098,7.34299,11
+7.97872,7.52485,11
+7.67158,7.55607,11
+8.40211,7.42003,11
+8.45373,7.3539,11
+9.48558,7.43835,11
+7.8835,7.51867,11
+1.36488,0.36948,12
+-0.650439,2.61401,12
+-1.82776,3.82015,12
+-2.73807,3.01392,12
+-1.08216,2.6592,12
+-0.575898,1.36614,12
+-0.466953,2.79553,12
+-0.694488,3.88319,12
+-2.08365,4.23199,12
+-2.66801,2.85816,12
+0.270419,2.51481,12
+1.8051,0.492724,12
+-1.63528,3.29219,12
+-0.989378,1.36824,12
+-1.81131,3.20978,12
+-2.25745,3.95497,12
+-1.78118,4.16567,12
+-0.433325,1.67145,12
+-1.57878,2.68948,12
+-0.765709,2.72829,12
+-1.12942,4.48017,12
+-1.623,4.15816,12
+-1.92866,2.6929,12
+-9.90512,9.41534,13
+-10.0065,10.1951,13
+-9.96266,10.1299,13
+-9.89284,12.0637,13
+-9.77999,11.4148,13
+-9.94369,10.406,13
+-9.93452,10.8831,13
+-10.1464,10.7205,13
+-9.95013,8.89598,13
+-9.92001,9.04259,13
+-9.86771,11.5827,13
+-9.97603,10.2154,13
+-10.08,10.6504,13
+-9.88562,9.23107,13
+-10.1548,10.6967,13
+-9.92647,10.4306,13
+-9.92336,9.66719,13
+-9.98186,9.21391,13
+-10.1646,11.1157,13
+-9.90223,8.78759,13
+-9.98593,9.11159,13
+-9.99196,9.81241,13
+-10.0821,9.77814,13
+-9.88037,8.78387,13
+-9.97406,8.73724,13
+-9.95868,9.41463,13
+-10.0409,10.4265,13
+-9.96042,10.9843,13
+-9.8428,10.5153,13
+-9.96085,9.33514,13
+-10.2194,9.09588,13
+-10.0213,10.0884,13
+-9.83369,10.1714,13
+-10.0718,8.27685,13
+-9.94874,9.34809,13
+-10.029,9.78865,13
+-10.1004,9.9938,13
+-10.1054,9.66675,13
+-10.014,10.0023,13
+-10.0543,11.7045,13
+-9.90333,9.11845,13
+-9.88979,11.0179,13
+-9.89697,11.7967,13
+-10.007,9.40009,13
+-9.89506,10.8725,13
+-10.0489,9.57547,13
+-10.0714,10.4868,13
+-10.2103,10.8724,13
+-9.95929,10.9649,13
+-9.90989,10.4467,13
+-10.0522,10.2,13
+-9.79973,9.44168,13
+-9.95514,9.50288,13
+-9.99731,10.1445,13
+-9.82514,11.2979,13
+-9.90707,11.5122,13
+-9.94368,10.959,13
+-9.98338,8.6539,13
+-9.94612,9.99081,13
+-9.96059,10.2916,13
+-9.91241,9.8351,13
+-9.95682,10.3463,13
+-10.1011,8.93384,13
+-10.0065,9.28323,13
+-9.78638,11.1432,13
+-9.91787,10.0576,13
+-10.0939,10.0066,13
+-9.93821,10.8223,13
+-9.94919,8.65944,13
+-10.0627,9.64827,13
+-9.88824,10.8717,13
+1.67123,8.77797,14
+0.653923,9.14234,14
+0.750146,9.46265,14
+2.74409,9.8398,14
+3.18152,8.32119,14
+2.86481,9.11201,14
+0.655006,9.79702,14
+1.12363,8.92369,14
+2.14939,8.52645,14
+1.65788,9.13621,14
+2.09187,8.91169,14
+1.25391,8.12568,14
+0.254927,9.55098,14
+1.93342,9.91569,14
+3.06485,9.86526,14
+2.42501,9.41505,14
+1.38268,8.76311,14
+2.68421,9.23528,14
+0.738332,8.01395,14
+2.52554,9.25283,14
+-0.0285371,9.80207,14
+0.606182,9.14576,14
+0.315029,8.17393,14
+3.22331,9.08481,14
+1.89156,9.18697,14
+2.05491,8.96076,14
+1.75963,8.28478,14
+1.54246,8.67745,14
+0.470048,8.66765,14
+1.40495,9.30693,14
+1.7137,9.54576,14
+1.8481,9.37112,14
+1.91008,9.33967,14
+1.60704,8.98313,14
+1.02922,8.156,14
+-0.437,8.82503,14
+2.08827,8.69308,14
+1.4242,9.47187,14
+1.85309,9.18576,14
+1.31137,8.11129,14
+1.74979,8.54895,14
+3.75019,9.136,14
+1.21429,8.89115,14
+1.87832,8.86211,14
+1.69954,9.63757,14
+0.805661,9.9933,14
+0.941763,8.81954,14
+1.46214,8.41567,14
+2.63809,9.17195,14
+2.42571,9.37515,14
+2.23477,8.58247,14
+0.781776,9.08287,14
+2.49902,9.21108,14
+0.345285,10.0494,14
+1.60848,9.65097,14
+2.56072,9.03655,14
+2.20009,9.09451,14
+0.4909,9.27184,14
+2.44999,9.43967,14
+1.99309,9.11874,14
+0.586119,8.93812,14
+1.6453,8.46685,14
+1.76323,9.59837,14
+2.49063,9.23278,14
+1.97679,8.52693,14
+2.4793,7.9491,14
+1.94417,9.96305,14
+2.79889,8.50271,14
+0.546011,9.36217,14
+1.6943,9.39722,14
+2.05508,9.43071,14
+0.305515,9.72422,14
+1.59188,9.0497,14
+1.07002,9.15277,14
+0.484122,9.02639,14
+1.4644,7.9366,14
+-0.0387683,9.34684,14
+1.41524,8.95615,14
+1.61619,7.99007,14
+0.578432,8.60157,14
+1.76657,9.06706,14
+0.969581,9.15328,14
+1.57113,8.95562,14
+1.54395,8.86286,14
+2.7414,9.16665,14
+1.91856,8.99277,14
+1.86831,9.74397,14
+0.469634,8.96568,14
+5.04702,4.06711,15
+5.0937,3.96759,15
+5.13813,4.06497,15
+4.72774,4.39336,15
+5.19003,4.1749,15
+5.04428,3.46798,15
+4.87097,4.30402,15
+4.79035,3.67755,15
+4.69502,3.77086,15
+4.79477,4.74838,15
+4.83948,3.90336,15
+5.17888,4.25941,15
+4.54294,4.33329,15
+5.09732,3.59808,15
+4.92715,3.43013,15
+4.9402,3.98523,15
+4.9753,3.37064,15
+4.70047,4.00443,15
+5.61237,4.38516,15
+5.20756,3.61674,15
+5.14491,3.62817,15
+5.25115,3.93443,15
+5.58375,4.04769,15
+4.94031,3.93799,15
+4.7852,4.44137,15
+4.84556,4.55819,15
+6.04818,3.87076,15
+4.81472,4.47099,15
+4.97573,3.6661,15
+5.26916,3.93428,15
+5.37347,3.54771,15
+4.82964,3.87116,15
+5.34613,3.55958,15
+5.5368,3.56762,15
+5.31659,4.06898,15
+4.93987,4.36261,15
+4.96427,4.03037,15
+4.82743,4.03501,15
+5.14778,4.0724,15
+5.21063,4.16119,15
+5.04675,3.75409,15
+4.93281,3.86356,15
+5.20895,4.34082,15
+5.52841,4.0134,15
+5.20206,3.27176,15
+5.21788,3.7221,15
+4.83958,3.54403,15
+4.8388,4.35572,15
+4.79531,4.01491,15
+4.74296,4.13031,15
+5.15326,3.70068,15
+5.01094,3.67173,15
+4.99261,4.21462,15
+5.43001,3.54206,15
+4.90351,4.31198,15
+5.05399,4.06593,15
+4.58468,4.06551,15
+4.83645,4.28648,15
+4.87921,3.6911,15
+5.55825,3.00422,15
+5.45014,3.53385,15
+4.95014,3.91707,15
+5.09031,4.26032,15
+4.90135,3.74681,15
+5.32063,3.82376,15
+5.21999,4.54392,15
+5.44503,3.57289,15
+4.55168,3.89363,15
+4.70368,4.69647,15
+4.51599,4.45564,15
+5.0551,4.19166,15
+4.96039,4.05726,15
+5.07822,3.77696,15
+5.03956,4.01325,15
+4.91313,4.12951,15
+5.0641,3.46119,15
+4.9758,4.43492,15
+5.29189,3.82165,15
+4.76039,4.09463,15
+5.29706,4.25771,15
+4.85181,4.45167,15
+4.75339,3.69184,15
+4.9749,3.74029,15
+5.16565,3.96697,15
+5.32713,3.8919,15
+-0.85905,-4.63034,16
+-1.89148,-6.50491,16
+-1.04854,-5.84359,16
+-0.914825,-5.49174,16
+-2.7081,-5.22236,16
+-1.92766,-3.88558,16
+-0.78687,-3.96315,16
+-1.26766,-5.64225,16
+-2.35622,-6.53895,16
+-2.67033,-6.80521,16
+-0.660505,-4.42141,16
+-1.27211,-6.73269,16
+-0.765825,-4.41189,16
+0.360016,-5.57168,16
+-1.50345,-5.35227,16
+-2.26327,-5.67537,16
+-2.48682,-6.55649,16
+-2.01631,-5.77268,16
+-1.10714,-5.57866,16
+-2.5748,-6.62844,16
+-2.1064,-5.87875,16
+-2.57033,-6.39919,16
+-2.23703,-4.59786,16
+-2.99121,-4.88376,16
+-1.986,-7.14369,16
+-1.77606,-6.41183,16
+-1.59501,-5.9604,16
+-1.06354,-6.0243,16
+-1.98817,-5.85598,16
+-0.326654,-6.23984,16
+-2.75448,-7.60107,16
+-1.10084,-5.4705,16
+-1.83598,-4.94809,16
+-3.38607,-6.31378,16
+-2.25945,-6.61583,16
+-2.19209,-5.90975,16
+-0.645641,-5.67584,16
+-2.50688,-6.23154,16
+-0.38628,-6.2434,16
+-1.90406,-5.73656,16
+-0.229229,-5.09853,16
+-1.80637,-5.46826,16
+-2.81867,-6.52178,16
+-3.6459,-6.7423,16
+-2.58437,-6.63758,16
+-1.13262,-5.94161,16
+-2.4897,-5.83057,16
+-3.68753,-6.48808,16
+-4.06823,-6.90804,16
+-3.34593,-5.9459,16
+-1.06125,-5.38398,16
+-2.44961,-7.40078,16
+-1.80443,-5.67439,16
+-4.12626,-5.84197,16
+-2.05292,-6.18701,16
+-1.05267,-5.22898,16
+-1.63958,-6.76102,16
+-4.48055,-7.00092,16
+-1.70526,-4.76301,16
+1.87669,-4.55601,16
+-2.91615,-6.15615,16
+-2.1485,-5.9314,16
+0.428345,-3.76511,16
+-2.14514,-5.7703,16
+0.108416,-4.77144,16
+-1.6968,-5.52329,16
+-2.94292,-5.26871,16
+-0.604675,-5.53327,16
+-1.2887,-4.51365,16
+-2.71712,-6.2937,16
+-3.34901,-5.57895,16
+-2.80467,-5.82141,16
+-4.19617,-7.57892,16
+-2.23403,-6.40885,16
+-3.96394,-6.39174,16
+-1.19319,-5.53752,16
+-2.05738,-6.22605,16
+-1.69614,-5.85062,16
+-2.72513,-5.39647,16
+0.409141,-4.54451,16
+-0.883588,-6.45076,16
+-0.216009,-5.31025,16
+-4.87809,-7.27782,16
+-1.07633,-4.22451,16
+7.62658,-7.36157,17
+6.55927,-7.63298,17
+6.91943,-7.4021,17
+6.6854,-7.88966,17
+6.7292,-7.50033,17
+7.45213,-7.41287,17
+7.31103,-8.06224,17
+6.95836,-7.18636,17
+7.10002,-7.98219,17
+6.96966,-7.47273,17
+7.3857,-7.08199,17
+6.74709,-7.4895,17
+6.92897,-7.19572,17
+6.93656,-7.79043,17
+6.6072,-7.72521,17
+6.0485,-7.79402,17
+6.61453,-7.8205,17
+7.11887,-7.25011,17
+6.58391,-7.87653,17
+5.84078,-7.40516,17
+6.13756,-7.83228,17
+6.36855,-7.85904,17
+6.45629,-7.80182,17
+6.67063,-7.96843,17
+7.3549,-7.45133,17
+6.09432,-8.01968,17
+5.6146,-8.19907,17
+6.32971,-7.90154,17
+7.23917,-7.51293,17
+7.31553,-7.01067,17
+6.89746,-7.28567,17
+6.72338,-7.4173,17
+6.56542,-7.69659,17
+7.20958,-7.55565,17
+6.29275,-7.86966,17
+6.33116,-7.80777,17
+7.88055,-7.02046,17
+6.80185,-7.34539,17
+7.13452,-7.11443,17
+6.62986,-7.80538,17
+6.19706,-7.79396,17
+6.88684,-7.67567,17
+6.57382,-7.43799,17
+7.07595,-7.75588,17
+7.29622,-7.4474,17
+6.58633,-7.71566,17
+7.60282,-7.0374,17
+6.70565,-7.58675,17
+5.85421,-8.11553,17
+6.51835,-7.98813,17
+5.88159,-7.54938,17
+6.00931,-7.64013,17
+6.49047,-7.75645,17
+6.64321,-7.39536,17
+6.46036,-8.01003,17
+6.06182,-7.78879,17
+7.51538,-7.09447,17
+6.31846,-7.6436,17
+6.80116,-7.69802,17
+6.18588,-7.7502,17
+7.13216,-7.70748,17
+7.25523,-7.21208,17
+6.85786,-7.54188,17
+6.35243,-7.8775,17
+6.29454,-7.61919,17
+6.49156,-7.78353,17
+7.19782,-7.40187,17
+7.27683,-7.13055,17
+6.41921,-7.70293,17
+6.47275,-8.0316,17
+6.084,-8.21527,17
+6.36134,-7.70753,17
+6.56042,-7.56805,17
+6.93308,-7.65162,17
+6.81113,-7.80746,17
+2.0945,6.25862,18
+1.05073,5.87225,18
+2.13826,5.56938,18
+1.7094,6.50682,18
+1.25409,6.56113,18
+1.35146,6.28306,18
+2.78689,5.79939,18
+1.76892,5.86475,18
+1.81548,6.15429,18
+1.44238,5.98131,18
+1.98006,5.94747,18
+1.64578,5.91086,18
+1.34078,6.0126,18
+1.8564,6.38997,18
+1.94566,5.5703,18
+2.30786,5.61025,18
+1.6093,5.98097,18
+1.81488,5.96422,18
+2.49658,5.4035,18
+1.95081,6.06468,18
+1.36852,5.92451,18
+1.67131,5.48026,18
+1.48848,5.87943,18
+2.14228,5.98179,18
+2.7329,5.79147,18
+2.62971,6.12821,18
+1.76815,5.85868,18
+2.47046,5.94521,18
+0.874386,6.707,18
+1.02768,6.41895,18
+1.20692,6.27694,18
+0.609701,6.0236,18
+0.737475,6.69339,18
+1.24433,6.07967,18
+1.50215,6.80693,18
+1.61121,6.17605,18
+1.45011,6.11703,18
+1.5524,6.4371,18
+1.48754,6.14327,18
+0.806257,6.09547,18
+2.09456,5.82528,18
+0.983848,6.15062,18
+2.17424,5.9182,18
+1.46729,6.25549,18
+1.39397,6.41572,18
+1.97542,5.90716,18
+1.93214,6.06129,18
+1.75635,5.79842,18
+2.0415,5.74437,18
+0.79317,5.80743,18
+1.60277,6.14247,18
+0.816004,6.33276,18
+1.44906,6.01351,18
+4.81034,-4.35003,19
+4.09138,-5.11027,19
+3.82788,-4.62158,19
+4.45241,-4.58825,19
+3.7117,-5.1155,19
+3.23531,-5.45599,19
+5.22385,-4.39211,19
+3.95492,-5.0687,19
+4.67247,-4.34137,19
+4.38051,-4.50657,19
+3.68817,-4.85986,19
+3.89544,-4.61479,19
+3.75902,-5.14302,19
+4.62707,-4.78183,19
+4.47686,-4.38269,19
+3.92439,-5.14766,19
+2.98145,-5.84639,19
+4.16998,-4.34728,19
+3.91689,-4.83669,19
+3.72837,-4.81026,19
+4.65571,-4.20339,19
+3.71003,-5.133,19
+4.37731,-4.529,19
+3.5875,-4.35622,19
+3.6067,-5.56709,19
+4.70766,-4.51094,19
+4.3323,-4.25099,19
+3.06986,-5.90742,19
+3.91068,-5.01321,19
+3.86239,-4.74511,19
+4.46616,-3.98733,19
+4.41138,-4.29407,19
+4.83378,-4.29234,19
+4.5191,-4.44492,19
+4.23427,-5.03053,19
+4.81988,-4.21121,19
+3.67462,-4.92526,19
+4.3671,-4.55868,19
+5.12661,-3.99268,19
+4.52957,-4.67212,19
+4.16459,-4.93755,19
+4.21591,-4.93404,19
+3.90978,-4.86737,19
+4.53922,-4.19915,19
+4.81051,-4.34856,19
+4.37165,-4.47554,19
+3.9652,-4.95618,19
+3.94471,-4.73634,19
+4.08477,-5.01821,19
+3.51665,-4.70155,19
+4.15472,-4.16704,19
+4.63313,-5.08744,19
+4.61822,-4.2321,19
+4.49497,-4.56121,19
+3.66664,-5.02632,19
+3.73466,-4.74204,19
+3.96097,-4.89664,19
+4.14078,-4.66853,19
+3.51691,-4.89088,19
+4.08509,-5.06156,19
+4.08414,-4.67859,19
+4.65143,-4.30567,19
+4.63154,-4.34227,19
+4.42291,-4.69123,19
+4.60853,-3.88011,19
+3.21823,-5.38187,19
+4.6995,-4.68309,19
+4.52446,-4.50491,19
+4.75112,-3.97645,19
+4.214,-4.45164,19
+4.57766,-4.40554,19
+4.38684,-4.55011,19
+4.00621,-5.04473,19
+4.09761,-5.07182,19
+4.63706,-4.42949,19
+3.95381,-4.67163,19
+3.52156,-4.9419,19
+4.30666,-4.99269,19
+4.32267,-4.52873,19
+4.67906,-4.18937,19
+4.78726,-4.22248,19
+4.32879,-4.88913,19
+4.11444,-5.10346,19
+4.97326,-4.14835,19
+4.10097,-4.97524,19
diff --git a/artificial/2d-3c-no123.arff b/artificial/2d-3c-no123.arff
new file mode 100644
index 0000000..e8c1393
--- /dev/null
+++ b/artificial/2d-3c-no123.arff
@@ -0,0 +1,725 @@
+% Data from J. Handl
+% http://personalpages.manchester.ac.uk/mbs/Julia.Handl/generators.html
+%
+@RELATION 2d-3c-no123
+
+@ATTRIBUTE a0 REAL
+@ATTRIBUTE a1 REAL
+@ATTRIBUTE class {0,1,2}
+
+@DATA
+-0.499261,-0.0612356,0
+-1.51369,0.265446,0
+-1.60321,0.362039,0
+-1.69928,-0.384246,0
+-2.29929,-0.358038,0
+-1.63458,-0.129039,0
+-1.48285,-0.450253,0
+-1.56683,0.241292,0
+-2.25832,-0.118366,0
+-1.48695,-0.226327,0
+-0.711746,-0.655026,0
+-1.18149,-0.117645,0
+-0.748501,0.0398234,0
+-1.54619,0.271163,0
+-2.23412,-0.0707176,0
+-2.09035,-0.580596,0
+-2.19918,-0.364972,0
+-2.29264,-0.384073,0
+-1.71823,-0.411015,0
+-2.45656,-0.528023,0
+-0.551482,-0.289495,0
+-0.136403,-0.443648,0
+-1.79109,-0.20819,0
+-1.23299,-0.0566847,0
+-2.16965,-0.398822,0
+-2.04045,0.429838,0
+-1.68399,-0.201117,0
+-1.46419,-0.0441746,0
+-1.13619,-0.892017,0
+-1.51035,-0.921798,0
+-1.50599,-0.752517,0
+-1.23767,0.389077,0
+-2.43665,-0.218041,0
+-1.35069,-0.3323,0
+-1.01149,-0.0714108,0
+-2.36843,-0.587694,0
+-0.475282,-0.558479,0
+-1.7325,-0.249313,0
+-1.07224,-0.201785,0
+-2.81079,-0.242085,0
+-0.451435,-0.318935,0
+-2.45931,-0.296224,0
+-1.09573,0.178281,0
+-0.798153,0.105336,0
+-1.40704,-0.694274,0
+-2.04748,0.124415,0
+-0.388075,-0.210231,0
+-2.45275,0.0894885,0
+-2.47512,0.22881,0
+-0.777604,-0.128458,0
+-1.61801,-0.215364,0
+-2.34644,-0.129468,0
+-0.587985,0.0297594,0
+-2.54921,-0.272282,0
+-2.33773,0.265582,0
+-1.08436,-0.233094,0
+-1.7235,0.240157,0
+-1.112,-0.195613,0
+-0.577581,-0.428117,0
+-2.51468,-0.24391,0
+-2.31301,-0.294402,0
+-1.30393,0.114933,0
+-1.17892,0.00162141,0
+-2.17878,-0.0703754,0
+-0.380086,0.278372,0
+-0.685583,-0.466433,0
+-0.450885,-0.596072,0
+-1.08188,0.165561,0
+-2.07714,-0.7923,0
+-1.18183,-0.747411,0
+-1.70054,-0.616073,0
+-0.458942,-0.326455,0
+-1.87041,0.173688,0
+-2.18208,-0.276524,0
+-0.72682,-0.28366,0
+-1.44688,-0.309433,0
+-0.425964,-0.395437,0
+-1.79028,-0.371134,0
+-1.05989,0.336678,0
+-1.22423,0.385848,0
+-1.01251,-0.0440229,0
+-2.1894,-0.800676,0
+-0.610214,-0.166977,0
+-1.19969,-0.296873,0
+-1.1779,-0.460586,0
+-1.23628,0.338048,0
+-2.59617,0.000440827,0
+-0.523092,-0.189226,0
+-2.26986,-0.701232,0
+-0.920545,-0.253044,0
+-2.2716,-0.153357,0
+-1.26909,-0.701825,0
+-1.34999,-0.188381,0
+-0.491468,-0.439245,0
+-0.866125,-0.535217,0
+-0.948274,-0.422032,0
+-0.856172,-0.0811541,0
+-1.46376,-0.106444,0
+-0.503948,-0.186919,0
+-1.35059,-0.298855,0
+-1.32845,0.0738312,0
+-1.46803,-0.463483,0
+-2.52355,-0.0288518,0
+-1.70461,-0.308081,0
+-1.79833,-0.567348,0
+-2.08134,-0.626047,0
+-1.9585,-0.483281,0
+-1.05918,-0.65755,0
+-1.38138,0.385008,0
+-0.370573,-0.177124,0
+-1.78802,0.166309,0
+-0.0956844,-0.241934,0
+-1.58697,-0.499115,0
+-0.214031,-0.249106,0
+-1.96844,0.228968,0
+-0.394591,-0.180563,0
+-0.846852,-0.790622,0
+-0.270405,0.0484265,0
+-1.11818,-0.00780473,0
+-1.5605,0.449574,0
+-0.590905,-0.0268632,0
+-0.792575,-0.480176,0
+-0.892659,0.108067,0
+-1.00143,-0.255659,0
+-1.83322,0.0895797,0
+-0.999252,-0.152005,0
+-1.13536,-0.576676,0
+-2.39088,-0.17322,0
+-0.848488,0.145857,0
+-1.25963,-0.229898,0
+-0.901266,-0.0276792,0
+-1.3271,-0.719731,0
+-1.25035,-0.179882,0
+-2.47874,-0.493484,0
+-0.660601,-0.139362,0
+-1.23096,-0.226009,0
+-2.61272,-0.386082,0
+-1.28171,-0.230228,0
+-1.2758,-0.156721,0
+-1.32112,-0.197253,0
+-1.07067,-0.264054,0
+-1.54483,0.0951446,0
+-1.24098,0.449815,0
+-1.8912,-0.0104886,0
+-2.24747,-0.455602,0
+-1.34348,0.00126894,0
+-0.682757,0.302637,0
+-1.48002,-0.296152,0
+-1.91735,-0.0567309,0
+-1.59833,-0.250893,0
+-0.907377,-0.404895,0
+-2.54871,-0.199271,0
+-1.21384,-0.155317,0
+-2.02691,-0.0429434,0
+-2.49926,-0.228186,0
+-1.11648,-0.248246,0
+-0.920864,-0.0332066,0
+-1.43114,-0.102615,0
+-0.479975,-0.664654,0
+-1.87389,0.236099,0
+-2.24807,0.18518,0
+-1.48213,-0.0686259,0
+-1.64908,0.420663,0
+-2.25494,-0.320799,0
+-1.39161,-0.333832,0
+-1.89318,0.100127,0
+-1.16233,-0.556081,0
+-0.262921,-0.199637,0
+-0.155889,-0.181016,0
+-0.538167,-0.638279,0
+-0.903494,-0.0929054,0
+-0.176933,-0.510346,0
+-2.51876,-0.190542,0
+-2.2614,-0.196072,0
+-0.652859,0.239286,0
+-2.65633,-0.204368,0
+-2.35691,-0.544193,0
+-1.33018,-0.239455,0
+-1.98605,0.146768,0
+-0.467771,-0.484741,0
+-1.05931,0.109113,0
+-2.31306,-0.149764,0
+-0.0177236,-0.165011,0
+-1.2631,0.462824,0
+-0.52256,0.00976105,0
+-2.42881,-0.197367,0
+-0.785361,0.273635,0
+-2.00577,0.184063,0
+-1.16413,-0.563739,0
+-2.07677,-0.164574,0
+-0.824798,-0.249291,0
+-2.65743,-0.220234,0
+-1.6997,-0.319241,0
+-1.36822,-0.00383654,0
+-2.2718,-0.0870985,0
+-1.36258,0.0386346,0
+-2.43111,-0.63722,0
+-1.54477,-0.189808,0
+-1.13161,0.264064,0
+-1.67036,0.32674,0
+-0.754439,0.337697,0
+-0.333364,-0.0834828,0
+-2.19187,-0.28749,0
+-0.5774,-0.616809,0
+-1.86773,-0.395942,0
+-1.40692,-0.202211,0
+-0.764989,0.224183,0
+-1.68038,-0.0175977,0
+-1.67608,-0.348497,0
+-1.9746,0.209459,0
+-2.30355,-0.0772107,0
+-0.99419,-0.348846,0
+-2.44194,-0.210048,0
+-1.86043,-0.205542,0
+-1.7151,0.216848,0
+-0.906181,-0.0586624,0
+-1.24948,-0.483848,0
+-1.88249,-0.220189,0
+-0.671774,0.266806,0
+-2.63347,-0.280889,0
+-1.20695,-0.201858,0
+-1.59495,-0.487181,0
+-1.90829,-0.143211,0
+-1.07304,-0.254002,0
+-1.45799,0.142996,0
+-0.967538,0.0374383,0
+-2.31758,-0.248441,0
+-1.31275,-0.00592393,0
+-2.62777,-0.3237,0
+-0.670005,-0.710908,0
+-1.01785,-0.123012,0
+-1.11796,-0.338308,0
+-0.994087,-0.291256,0
+-1.41394,-0.0414039,0
+-1.4606,-0.196794,0
+-1.52245,-0.286282,0
+-1.21946,-0.240816,0
+-0.691053,-0.292521,0
+-2.00041,-0.26053,0
+-1.90542,-0.750528,0
+-0.933791,-0.357619,0
+-1.52175,-0.73037,0
+-1.62721,-0.0257883,0
+-1.77164,-0.39202,0
+-1.35963,-0.128588,0
+-0.928579,0.0618786,0
+-2.0048,-0.264012,0
+-1.05305,-0.0806068,0
+-1.7438,-0.270436,0
+-2.45456,-0.0142089,0
+-1.89627,0.11772,0
+-1.23953,-0.457355,0
+-0.885817,0.12156,0
+-2.06675,-0.141921,0
+-0.557941,-0.418863,0
+-2.63596,-0.102853,0
+-2.74866,-0.351796,0
+-1.6048,-0.187027,0
+-0.450125,-0.335052,0
+-2.22308,-0.258855,0
+-2.4004,-0.173146,0
+-2.11649,-0.131222,0
+-1.59946,-0.383557,0
+-1.69468,-0.845225,0
+-0.221476,1.80389,1
+0.0628015,0.390328,1
+-0.449465,0.924052,1
+-0.0945055,0.977684,1
+0.0649535,1.26422,1
+-0.445305,1.50516,1
+-0.225973,0.253598,1
+-0.299763,0.603434,1
+-0.197758,1.50009,1
+0.113795,0.558188,1
+0.064114,1.08612,1
+-0.120915,1.5998,1
+0.113971,0.844664,1
+-0.483109,1.28486,1
+-0.0938841,1.61041,1
+0.00179402,0.487022,1
+-0.415814,0.707531,1
+-0.287276,1.4299,1
+-0.0666446,1.52168,1
+0.0724349,1.05436,1
+0.0588847,0.843051,1
+-0.0509464,0.455074,1
+0.0194443,0.86389,1
+-0.0919648,1.20257,1
+-0.0511768,1.73653,1
+-0.277182,1.02118,1
+-0.150938,1.63724,1
+-0.453181,1.11879,1
+-0.327101,1.22295,1
+0.118602,1.29304,1
+-0.284356,1.5472,1
+-0.137615,0.534716,1
+-0.135678,1.38574,1
+0.0316148,1.32787,1
+0.0444705,1.07117,1
+-0.071398,0.939851,1
+-0.0797294,1.11851,1
+-0.381724,0.571095,1
+-0.240608,1.17521,1
+-0.3329,1.38001,1
+0.286967,0.52995,1
+-0.34667,1.69702,1
+-0.221653,1.47778,1
+0.0850845,0.83911,1
+-0.4808,1.46247,1
+-0.323461,0.347257,1
+-0.0752606,0.959864,1
+-0.135714,1.38363,1
+-0.145468,1.77838,1
+0.0178782,0.548708,1
+0.171958,0.981572,1
+-0.0378176,1.86252,1
+0.0456633,0.573811,1
+0.110775,1.275,1
+-0.0446775,0.446026,1
+-0.403459,1.45095,1
+0.153763,1.32336,1
+-0.0170671,0.956764,1
+0.0201026,0.642278,1
+-0.0785571,1.28404,1
+-0.097013,1.48395,1
+-0.408621,0.791373,1
+-0.0977954,0.504033,1
+0.0617912,1.73947,1
+-0.157132,1.14187,1
+-0.234232,1.23414,1
+0.0989579,0.329103,1
+-0.0694159,0.900879,1
+-0.243241,1.27004,1
+-0.0516125,1.04137,1
+-0.0510944,1.67904,1
+-0.450845,1.21386,1
+0.133506,0.918825,1
+-0.0441808,0.584322,1
+-0.0796568,1.06362,1
+0.00895659,1.16578,1
+-0.171278,1.38982,1
+-0.200504,0.842022,1
+-0.0779112,0.896374,1
+0.12958,0.875152,1
+-0.195978,1.38031,1
+-0.0399658,1.17369,1
+0.263052,0.940845,1
+-0.109524,1.31844,1
+-0.0365369,1.75382,1
+0.00319596,1.62308,1
+-0.114191,0.868625,1
+-0.0599482,1.58766,1
+-0.301544,0.482043,1
+-0.290719,1.51833,1
+0.215288,0.484665,1
+0.145087,0.939982,1
+-0.285355,1.39515,1
+0.137718,1.39013,1
+-0.21872,1.0693,1
+-0.058785,1.09472,1
+-0.148826,0.421336,1
+-0.173225,1.63989,1
+-0.16585,0.23755,1
+-0.0670777,0.739349,1
+0.0624433,0.790256,1
+-0.0622073,0.134981,1
+-0.139193,1.42813,1
+0.071182,1.57077,1
+-0.0764813,0.442831,1
+-0.0252632,0.590601,1
+-0.412715,1.34366,1
+-0.0189936,0.571445,1
+-0.0241188,0.391592,1
+-0.433175,1.65326,1
+0.16014,0.847518,1
+0.026278,0.812382,1
+-0.424726,1.6355,1
+-0.0500786,0.864937,1
+-0.0389626,1.46401,1
+-0.208568,1.30763,1
+-0.150434,0.639779,1
+-0.174114,0.481157,1
+-0.383223,1.17413,1
+-0.107578,0.41501,1
+-0.243899,0.670048,1
+-0.145815,1.71466,1
+-0.101783,0.239203,1
+-0.220943,0.695022,1
+-0.170138,0.246895,1
+-0.118207,1.67269,1
+-0.512245,1.24415,1
+-0.0677561,0.814863,1
+-0.147974,1.02197,1
+0.26028,1.44005,1
+-0.0921231,1.71351,1
+-0.0297554,1.09905,1
+-0.0308808,0.522974,1
+-0.267703,1.09899,1
+-0.142375,1.60357,1
+-0.235689,1.44652,1
+0.0903991,1.49328,1
+-0.224848,1.30853,1
+-0.197188,0.801384,1
+0.257356,0.606282,1
+0.275021,0.524446,1
+0.182085,0.65414,1
+0.110281,1.5844,1
+-0.0247007,1.83618,1
+0.255876,1.25756,1
+-0.208223,1.57764,1
+-0.143025,1.02093,1
+-0.0305741,0.165036,1
+-0.095719,0.993328,1
+-0.0445955,1.34423,1
+0.0321718,0.875593,1
+-0.104128,0.715103,1
+0.177718,1.44592,1
+0.0805679,1.41248,1
+0.0301072,0.329267,1
+-0.460335,0.83775,1
+-0.354584,0.955651,1
+0.0609385,1.53064,1
+-0.265349,1.07061,1
+-0.179555,0.380315,1
+0.0348655,0.248394,1
+0.341081,0.959372,1
+0.205305,1.40579,1
+0.283352,0.575172,1
+-0.121572,0.407148,1
+0.0153434,1.18639,1
+0.000351283,0.559597,1
+-0.162438,1.65112,1
+-0.165396,0.91366,1
+-0.0049594,0.386976,1
+0.0789397,0.957299,1
+-0.14054,0.978749,1
+0.276164,0.606887,1
+-0.133047,0.70386,1
+-0.0189297,0.590956,1
+-0.129559,0.916275,1
+-0.119935,1.05546,1
+-0.0315159,0.892854,1
+-0.255484,0.332388,1
+-0.0216753,0.912596,1
+-0.150311,1.1778,1
+-0.0326333,0.473968,1
+-0.137459,1.0146,1
+-0.13162,1.08456,1
+-0.125477,1.42501,1
+-0.128437,1.46515,1
+-0.0502145,0.528265,1
+-0.237008,0.617917,1
+0.0435761,1.37169,1
+0.120427,0.26561,1
+-0.2166,0.921127,1
+-0.351496,0.936248,1
+0.0188642,1.59617,1
+-0.0348755,1.43833,1
+0.0813845,0.889078,1
+0.104457,1.22989,1
+-0.100942,1.58996,1
+-0.356178,0.94761,1
+0.128263,0.425169,1
+-0.055709,1.41575,1
+-0.30003,0.928726,1
+-0.158442,0.960447,1
+-0.0253205,0.380094,1
+0.0096237,0.914341,1
+-0.101562,0.692279,1
+-0.278423,0.531773,1
+-0.157747,1.26965,1
+-0.401362,1.24346,1
+0.104566,1.32556,1
+-0.405869,1.32633,1
+-0.022569,1.11118,1
+-0.205173,0.371824,1
+-0.193316,1.85371,1
+-0.331151,1.74258,1
+0.254298,1.22356,1
+-0.0730526,1.173,1
+-0.10987,1.45879,1
+-0.242254,1.30347,1
+-0.402079,1.60137,1
+-0.272936,1.11467,1
+-0.451805,1.07022,1
+-0.0282765,0.440982,1
+-0.274462,0.731676,1
+-0.19953,1.87935,1
+-0.252471,0.72655,1
+-0.217698,0.340898,1
+-0.0865716,1.00433,1
+0.20557,0.825704,1
+-0.112931,0.82479,1
+-0.326491,1.42021,1
+-0.513197,1.08592,1
+-0.0469209,1.1431,1
+0.0130794,1.83835,1
+-0.110435,1.29065,1
+0.0542224,0.877905,1
+-0.00768476,1.56088,1
+-0.033461,0.685315,1
+-0.0962732,1.0685,1
+-0.0646786,1.21456,1
+-0.0255293,0.28262,1
+-0.137159,0.666667,1
+-0.129757,0.990801,1
+-0.40374,0.638969,1
+-0.107398,1.04017,1
+-0.169413,0.959483,1
+-0.226235,1.60479,1
+0.0472491,1.25695,1
+0.164889,1.58827,1
+-0.412457,0.72989,1
+-0.198961,1.73059,1
+0.00918464,0.656006,1
+0.204469,0.672732,1
+-0.1307,0.634943,1
+-0.429805,0.809201,1
+-0.132356,1.57377,1
+-0.171511,1.13626,1
+0.152904,0.384054,1
+0.138244,0.524834,1
+0.126434,1.23811,1
+-0.338709,1.58566,1
+0.154001,0.829024,1
+-0.102258,1.24178,1
+-0.188332,1.43998,1
+-0.491601,0.970934,1
+0.0268555,0.438899,1
+-0.111568,1.49721,1
+-0.274154,0.334417,1
+-0.192578,1.77894,1
+-0.177818,1.26228,1
+0.0392896,0.502275,1
+-0.254498,1.26541,1
+-0.120459,0.213602,1
+-0.329975,0.969496,1
+0.133041,1.38639,1
+0.0308463,0.674489,1
+-0.134873,0.365133,1
+-0.287833,1.5708,1
+0.110788,0.653265,1
+0.205297,0.916799,1
+-0.235038,0.736713,1
+-0.149685,1.65968,1
+-0.0227764,1.85023,1
+-0.301898,0.718752,1
+-0.0930542,0.804397,1
+-0.0979807,1.77507,1
+0.232383,1.02268,1
+-0.131119,0.838356,1
+-0.112713,1.31853,1
+-0.388593,1.67695,1
+-0.347113,1.36547,1
+-0.0384905,0.941842,1
+-0.207305,0.834538,1
+-0.161057,1.60938,1
+-0.0265702,0.307781,1
+-7.69908e-05,0.661771,1
+-0.108911,1.70594,1
+-0.386316,1.44223,1
+-0.0986082,1.0825,1
+0.0431659,1.01375,1
+-0.216798,1.44131,1
+0.171647,1.52091,1
+0.286649,1.12091,1
+-0.192133,1.76339,1
+-0.135096,1.04671,1
+-0.274375,1.65021,1
+-0.12755,1.46388,1
+-0.0921296,1.49382,1
+0.0601406,1.81602,1
+-0.170709,1.52594,1
+-0.16028,0.8511,1
+-0.0328736,1.14454,1
+-0.0588149,0.291776,1
+-0.158546,0.49083,1
+-0.0460976,0.330761,1
+-0.0531423,1.39238,1
+-0.154452,1.72369,1
+-0.166084,1.02985,1
+-0.421428,0.579461,1
+0.0412753,0.432033,1
+0.0221903,0.485386,1
+0.155432,0.747291,1
+-0.0587434,1.22234,1
+-0.0738172,0.378851,1
+-0.0371703,0.950456,1
+-0.0490195,1.39597,1
+-0.12317,1.39636,1
+0.00633874,0.423047,1
+-0.325464,0.681516,1
+-0.202499,1.53579,1
+-0.00779485,0.588762,1
+-0.388525,1.24764,1
+-0.132642,1.25701,1
+-0.129014,1.1228,1
+0.075355,0.909989,1
+0.178629,0.51595,1
+-0.132412,0.426226,1
+0.258078,0.521922,1
+0.25308,0.797868,1
+-0.219811,1.07268,1
+-0.384922,1.28018,1
+0.212602,0.928494,1
+-0.243259,1.39424,1
+-0.196894,0.71057,1
+-0.121628,1.55125,1
+-0.131207,1.0746,1
+-0.0216457,0.506637,1
+0.0387724,0.987798,1
+-0.206512,0.906122,1
+-0.123089,1.74026,1
+-0.229662,1.8208,1
+-0.084859,1.23386,1
+-0.107232,0.397119,1
+0.115084,1.45282,1
+-0.129653,1.87946,1
+-0.454149,0.819185,1
+-0.0932753,1.01313,1
+-0.227224,1.05592,1
+-0.0303096,1.06314,1
+0.219771,1.22894,1
+-0.223277,1.65001,1
+-0.396191,1.09531,1
+-0.120218,1.37829,1
+-0.299817,0.781953,1
+-0.0946573,0.441106,1
+0.202273,1.1789,1
+-0.107358,0.847944,1
+-0.211469,1.67231,1
+-0.261236,0.912121,1
+-0.138234,1.14271,1
+0.0246508,1.5624,1
+1.73693,0.827345,2
+1.20756,0.704951,2
+-0.0173803,0.0672351,2
+0.979202,0.359072,2
+1.05858,0.438427,2
+0.986176,0.168579,2
+0.69636,0.62103,2
+1.91036,0.807683,2
+0.266048,0.268015,2
+0.878199,0.236265,2
+1.17808,0.283359,2
+0.834534,0.323172,2
+0.426654,-0.116503,2
+0.54931,0.472711,2
+0.633475,-0.294034,2
+0.831563,0.295551,2
+0.210567,0.0695898,2
+0.329611,0.0948717,2
+0.344541,0.105343,2
+1.87576,0.386286,2
+1.98898,0.52847,2
+1.40808,0.180669,2
+0.19305,0.129644,2
+1.55141,1.18688,2
+1.2407,0.561161,2
+0.91038,0.345472,2
+1.46336,0.915821,2
+0.713901,0.594833,2
+1.16085,-0.070032,2
+0.732168,0.33188,2
+0.948281,0.759862,2
+0.390676,0.24225,2
+1.12415,0.417417,2
+0.804677,0.0562034,2
+1.57324,0.700699,2
+0.760675,0.142697,2
+1.59456,0.65093,2
+0.754131,0.310967,2
+0.50217,0.202826,2
+1.89566,1.16401,2
+0.435519,0.25877,2
+1.30547,0.742611,2
+0.54653,0.242725,2
+1.34592,1.11018,2
+0.990297,0.573907,2
+0.901193,0.320947,2
+1.00091,0.259203,2
+0.671103,0.271813,2
+0.366828,0.155423,2
+0.684603,0.059678,2
+1.8208,0.662337,2
+0.621279,0.0419218,2
+2.00066,0.736656,2
+1.30963,0.937974,2
+0.795597,0.31606,2
+1.84505,0.838497,2
+0.891438,0.354059,2
+1.11387,0.47446,2
+1.21366,0.0800738,2
+1.22037,0.517024,2
+1.9841,0.915468,2
+0.402925,-0.293767,2
+0.0638717,-0.0230903,2
+1.59694,0.764727,2
+1.39977,0.416414,2
+0.772883,0.394705,2
+0.484581,0.237697,2
+1.53113,0.765361,2
+1.64535,0.74833,2
+0.521866,-0.0496874,2
+1.72511,0.762195,2
+0.79312,0.511217,2
+0.394256,0.00208755,2
+1.77939,0.691058,2
+1.36717,0.681114,2
+1.60292,1.01019,2
+1.76378,0.291525,2
+0.534542,-0.221663,2
+1.30274,0.366262,2
+0.0160678,0.213499,2
+0.561435,-0.170464,2
diff --git a/artificial/2d-4c-no4.arff b/artificial/2d-4c-no4.arff
new file mode 100644
index 0000000..dce584b
--- /dev/null
+++ b/artificial/2d-4c-no4.arff
@@ -0,0 +1,873 @@
+% Data from J. Handl
+% http://personalpages.manchester.ac.uk/mbs/Julia.Handl/generators.html
+%
+@RELATION 2d-4c-no4
+
+@ATTRIBUTE a0 REAL
+@ATTRIBUTE a1 REAL
+@ATTRIBUTE class {0,1,2,3}
+
+@DATA
+8.04731,-4.88662,0
+11.2375,3.01746,0
+5.1105,0.269883,0
+6.34456,-3.71832,0
+9.09493,2.02836,0
+8.01686,-2.26484,0
+9.95815,6.67136,0
+10.073,-5.96494,0
+8.5259,-1.55089,0
+8.63238,-1.97034,0
+8.28997,0.706405,0
+7.90183,-0.888256,0
+7.32836,-0.803496,0
+9.67965,-0.771563,0
+8.79674,0.706112,0
+8.32337,4.08369,0
+9.81871,-0.849995,0
+8.43905,1.03966,0
+9.78637,0.184881,0
+7.64558,-4.89767,0
+8.22954,-2.59089,0
+8.80164,0.217603,0
+9.27446,-2.85584,0
+7.9565,-3.16253,0
+6.88808,1.16889,0
+10.5153,-0.505739,0
+9.5922,-2.58048,0
+9.73777,4.52998,0
+5.24049,1.31851,0
+6.41871,-0.0358384,0
+9.62282,1.48769,0
+7.20748,-3.67993,0
+9.69823,5.00318,0
+5.90921,-2.06383,0
+7.39026,1.22465,0
+7.80643,3.19455,0
+10.0482,0.524928,0
+6.54353,0.00109869,0
+8.50854,0.628461,0
+6.85735,0.0607903,0
+11.291,-1.66965,0
+6.44954,2.40385,0
+9.73731,-1.24028,0
+7.60214,-2.23978,0
+8.62179,-4.88772,0
+8.36149,-4.5666,0
+8.63232,0.0943378,0
+6.62618,-1.77265,0
+6.73818,-1.92942,0
+8.52811,4.67163,0
+7.58597,-2.13659,0
+9.29786,-2.65974,0
+8.65448,-0.523772,0
+8.07383,1.14914,0
+9.8528,1.39256,0
+5.85915,-2.42513,0
+8.84712,0.805192,0
+9.17578,-1.14853,0
+10.0153,4.45207,0
+8.31818,2.45892,0
+8.59704,-2.09505,0
+8.53503,-5.78822,0
+8.82572,4.51317,0
+8.31072,-4.95844,0
+8.18246,-0.25343,0
+9.65633,1.97728,0
+6.59622,1.5515,0
+8.55303,-4.08889,0
+11.4203,1.35158,0
+12.4761,-2.50378,0
+9.9861,-1.87648,0
+7.16331,1.61416,0
+9.41639,-0.680316,0
+10.9345,-2.79792,0
+7.41624,-1.52791,0
+11.309,-1.57946,0
+10.4984,-2.0423,0
+8.887,5.581,0
+9.25853,-7.16143,0
+7.64768,-1.50731,0
+7.73847,-4.43388,0
+7.92336,-6.30531,0
+8.55215,1.02912,0
+8.89508,-5.53115,0
+6.26833,-0.508081,0
+7.1283,-1.64686,0
+9.26061,-3.68983,0
+9.33413,-8.03635,0
+5.77097,4.97839,0
+11.2793,-1.18948,0
+7.91054,-1.08779,0
+8.72444,-0.488243,0
+8.7434,-1.68898,0
+10.6764,-3.88999,0
+11.2826,-3.23266,0
+6.76457,-0.640593,0
+6.80258,2.78013,0
+11.1112,0.323643,0
+7.19656,0.793745,0
+9.55187,-0.809177,0
+6.43023,-0.542349,0
+8.54799,3.08994,0
+9.49333,3.42415,0
+7.64632,0.452481,0
+9.21912,0.197608,0
+8.6011,-2.11131,0
+8.33068,2.61018,0
+8.6887,-2.72417,0
+8.9796,0.0784963,0
+6.83457,-3.28685,0
+9.81484,-2.21538,0
+5.66555,1.82633,0
+10.6438,-1.77971,0
+8.97819,-0.819641,0
+10.6987,-1.83115,0
+7.12177,-1.7971,0
+7.54859,-0.52922,0
+9.98119,-0.639174,0
+8.56338,-2.94232,0
+7.73968,-1.98427,0
+6.49574,3.20202,0
+6.99226,-0.262286,0
+10.3891,2.13512,0
+7.5888,0.596278,0
+9.7318,-1.58389,0
+5.1857,3.76842,0
+10.6456,-1.70854,0
+8.27424,0.421787,0
+9.26922,-2.5318,0
+12.4228,-1.64796,0
+7.23462,-0.771073,0
+8.82901,-2.98353,0
+7.79333,1.11653,0
+4.5274,-5.34881,0
+6.38176,1.54411,0
+7.55688,-0.228735,0
+10.0207,-3.94477,0
+9.33372,-4.59182,0
+9.88245,-4.36024,0
+6.87607,3.66085,0
+8.27782,1.04327,0
+11.5177,0.653945,0
+7.2691,7.82304,0
+8.17629,-0.00301371,0
+9.08218,4.29567,0
+7.568,-1.5908,0
+8.42283,1.14002,0
+5.03,-0.346601,0
+8.65172,-2.78889,0
+8.76908,-4.75674,0
+8.32882,0.215972,0
+6.929,-6.73162,0
+7.94977,-1.9159,0
+6.82108,0.631436,0
+6.97004,0.426509,0
+9.68758,2.02541,0
+8.92996,-4.7527,0
+8.75096,1.85807,0
+8.42768,1.13994,0
+10.6104,-1.65432,0
+7.8959,-4.43924,0
+8.10868,-0.261993,0
+9.52777,-1.32396,0
+7.6344,-1.01118,0
+6.2777,0.721938,0
+9.94383,-6.27115,0
+7.85773,-6.72987,0
+8.32597,0.399484,0
+8.83376,2.33812,0
+8.22174,-1.30255,0
+5.30873,-1.82709,0
+8.86261,-3.06555,0
+9.23656,-1.56509,0
+9.10141,-1.59429,0
+7.06025,-4.17356,0
+8.8326,2.07759,0
+9.35763,0.653313,0
+8.00377,-5.53162,0
+9.48813,-4.12359,0
+5.33993,-2.42673,0
+9.50472,-0.765174,0
+9.4976,0.152342,0
+9.54728,-2.98279,0
+10.0872,0.256121,0
+7.93712,-0.396255,0
+9.21533,-0.21478,0
+7.3464,-3.91658,0
+10.1684,-1.56355,0
+6.84861,3.28279,0
+8.08902,-2.21061,0
+8.07584,-3.88074,0
+8.675,-2.25913,0
+7.00021,-5.68293,0
+5.36902,2.33533,0
+8.3592,1.96,0
+5.93486,4.28185,0
+8.37233,-2.23977,0
+8.83886,-0.980635,0
+9.75976,2.39212,0
+8.2301,-6.47759,0
+9.57437,0.585527,0
+9.45646,-0.560136,0
+5.96911,2.77774,0
+7.28703,-1.55722,0
+9.95839,1.60826,0
+5.86939,-0.564397,0
+8.62758,-1.08039,0
+10.0574,-0.941047,0
+8.34141,0.98093,0
+11.0024,-3.24136,0
+6.11382,-2.79337,0
+9.21597,-0.847894,0
+10.0438,-3.6277,0
+8.48703,2.11388,0
+9.50888,-3.43224,0
+6.62106,-0.540453,0
+7.5937,-6.37405,0
+7.1264,-3.25949,0
+9.63069,-0.425673,0
+9.04671,0.508026,0
+5.89178,2.33332,0
+8.86143,-2.03025,0
+7.08893,0.163472,0
+4.38696,-2.79862,0
+8.01368,-1.47325,0
+9.38482,-2.41798,0
+10.6213,-3.13643,0
+7.018,-0.437251,0
+7.71886,1.02051,0
+8.19038,0.803325,0
+6.62438,-0.762556,0
+8.68288,-4.1316,0
+8.35329,-1.97612,0
+8.5802,1.87647,0
+10.9254,-2.34683,0
+6.46345,-2.17743,0
+8.43819,-7.39423,0
+9.76415,0.383676,0
+7.38617,-0.485803,0
+9.68972,-0.783077,0
+8.22527,0.905327,0
+7.60144,1.53806,0
+8.90097,-1.73917,0
+8.14169,-3.76076,0
+7.09209,-2.08074,0
+7.79254,-5.3341,0
+5.4391,-2.13607,0
+7.08447,4.3199,0
+7.23809,-0.338019,0
+8.49592,-2.45781,0
+4.73538,-2.35529,0
+9.19498,-4.00992,0
+7.30019,-7.69963,0
+9.19646,-4.07159,0
+7.59267,-1.98511,0
+6.74196,-2.45112,0
+8.15177,-0.971521,0
+5.72504,1.85313,0
+9.16314,-2.29781,0
+8.32031,0.290075,0
+7.15378,3.72572,0
+9.16722,-2.29979,0
+8.17944,-7.25172,0
+7.26099,-0.36384,0
+7.81919,1.35419,0
+9.15234,0.602795,0
+10.5076,3.06349,0
+5.83174,-0.573782,0
+9.11998,-4.71496,0
+5.04429,1.50786,0
+7.79176,1.31706,0
+6.04088,6.77184,0
+9.98612,-3.15906,0
+7.69285,-1.1418,0
+8.44339,-1.89379,0
+8.82283,-0.766134,0
+7.84654,-2.71238,0
+9.50196,-2.27604,0
+7.64406,0.777649,0
+7.95629,0.375423,0
+6.47467,-1.68923,0
+8.02071,-4.79464,0
+7.66022,-2.95654,0
+10.0189,1.31183,0
+6.31294,-0.531089,0
+9.70786,-6.13769,0
+6.83158,-7.06621,0
+8.73212,-4.86762,0
+7.59806,-4.35385,0
+6.24655,-3.95371,0
+6.99362,-5.32711,0
+7.87167,-1.91031,0
+8.73815,-1.81226,0
+7.55024,3.17582,0
+6.87458,-3.32461,0
+9.63101,0.19171,0
+9.81206,-2.26452,0
+7.84139,-1.76111,0
+8.41698,0.0161595,0
+8.89775,-1.9771,0
+8.30446,-0.265564,0
+7.17401,-3.74304,0
+8.4733,-2.40133,0
+9.56531,0.191191,0
+9.04471,-1.65745,0
+9.6138,-0.536364,0
+10.6863,3.14595,0
+10.164,1.04735,0
+6.90653,1.61641,0
+8.19611,-3.32524,0
+7.48788,-0.89366,0
+7.30072,-0.644077,0
+8.99308,-2.50514,0
+5.51393,-2.99441,0
+8.85644,-1.74633,0
+7.82819,2.47594,0
+9.99096,-1.41874,0
+8.52541,-0.284341,0
+7.464,-6.67881,0
+10.8446,-2.63375,0
+8.30825,2.60605,0
+8.34668,2.8482,0
+8.45801,-2.23475,0
+8.46299,3.25267,0
+9.37767,-3.18307,0
+10.9147,4.31753,0
+9.03829,-4.05622,0
+7.55933,0.598107,0
+7.6429,-1.5797,0
+8.57786,2.16751,0
+8.68834,-0.137646,0
+9.21669,-1.65753,0
+9.18142,-6.48471,0
+10.7658,-3.27219,0
+9.33799,-3.68041,0
+9.25388,-0.598261,0
+10.9614,-1.19213,0
+8.55505,4.4396,0
+6.88499,-0.0731292,0
+8.69296,-2.86581,0
+9.13622,-4.59154,0
+11.6736,1.20853,0
+7.16634,-4.19144,0
+9.59252,-3.70169,0
+5.42594,-1.1426,0
+8.74912,-0.407762,0
+9.77424,-3.04437,0
+9.51543,-3.59,0
+9.84494,-4.43637,0
+7.21211,-0.498822,0
+6.18591,-3.94526,0
+10.6627,1.94719,0
+8.87869,-2.69685,0
+7.64167,0.334297,0
+7.32963,-0.126335,0
+4.36163,-3.83679,0
+9.01732,-2.74259,0
+8.10476,-1.83541,0
+7.81457,2.4583,0
+7.00268,-1.89191,0
+6.35606,-4.79694,0
+6.09985,-4.65878,0
+6.19382,-3.18984,0
+9.50666,0.266067,0
+7.06266,-4.01176,0
+7.91153,-2.09279,0
+7.88209,-1.68225,0
+10.0354,-2.78633,0
+6.47432,2.37067,0
+6.83782,0.686121,0
+8.78565,-5.70677,0
+8.2868,2.69691,0
+8.18207,0.597941,0
+9.75035,0.392918,0
+7.58082,-2.22948,0
+7.31354,-1.04289,0
+9.67637,-2.0346,0
+9.46568,-5.33724,0
+9.01841,0.392305,0
+8.61147,3.37797,0
+8.23015,0.115791,0
+7.74754,-0.337909,0
+7.01534,-1.02877,0
+9.54941,-2.42887,0
+9.00715,-3.63927,0
+6.87766,3.37136,0
+8.61913,-0.32587,0
+11.2261,-0.520332,0
+7.72884,-0.54485,0
+6.09117,-0.206448,0
+6.52246,-1.8472,0
+9.05975,-1.5838,0
+9.98662,-5.15523,0
+10.0768,-1.21734,0
+7.71674,3.79709,0
+8.25726,-1.31653,0
+7.96101,-1.90801,0
+8.43385,1.97165,0
+8.26775,-6.29172,0
+8.60059,-4.75267,0
+8.31568,-2.18958,0
+8.53476,2.97269,0
+5.48486,0.543627,0
+7.85579,-2.62985,0
+10.7567,-1.65997,0
+7.30844,1.71591,0
+10.2807,3.34111,0
+6.00952,0.779082,0
+7.32343,-1.72677,0
+8.1349,-1.14398,0
+9.61597,-6.38591,0
+7.56849,-0.736458,0
+10.7547,-6.38763,0
+7.64653,0.987365,0
+8.19976,0.834494,0
+8.8348,5.12859,0
+7.74409,1.60212,0
+6.83198,-1.2761,0
+5.56684,-4.95138,0
+7.34476,-0.590774,0
+6.44313,2.382,0
+-1.6279,-9.4991,1
+-3.33126,-9.32081,1
+0.715481,-7.29466,1
+-1.52932,-9.23123,1
+-2.33708,-10.2321,1
+-1.95991,-9.15309,1
+-0.717807,-8.75016,1
+0.0535042,-8.29094,1
+-4.17171,-7.38458,1
+-1.22018,-8.12729,1
+2.2498,-8.82532,1
+-1.08581,-8.74108,1
+-7.15286,-8.12764,1
+-5.40413,-6.81369,1
+-1.54573,-9.26024,1
+-2.53255,-9.0516,1
+-4.33958,-9.07219,1
+-1.06225,-8.33049,1
+-1.41021,-10.3718,1
+2.02119,-7.09042,1
+-3.06599,-8.75796,1
+2.16948,-9.63352,1
+-2.78689,-7.78198,1
+-0.460238,-9.35851,1
+-3.30938,-8.18816,1
+1.42395,-6.74666,1
+-0.0315366,-8.21888,1
+-0.8711,-8.42486,1
+-3.34839,-8.13635,1
+-1.72208,-8.84514,1
+-0.565311,-8.16864,1
+-2.75921,-9.16343,1
+-2.39855,-8.27083,1
+-3.77416,-8.37832,1
+-0.870924,-8.25419,1
+-2.20609,-7.95979,1
+-0.861207,-8.75969,1
+-3.19526,-8.0676,1
+-4.72903,-8.47944,1
+-2.50142,-9.61158,1
+-1.57871,-8.61384,1
+-2.08196,-7.87936,1
+-3.615,-9.04501,1
+-5.41151,-8.20875,1
+-1.31736,-7.99808,1
+-4.21253,-6.99418,1
+-4.55837,-8.26833,1
+-2.71104,-8.14551,1
+-7.38306,-8.90546,1
+-1.31014,-8.52979,1
+-2.22954,-8.38231,1
+-2.09866,-7.94323,1
+-2.46106,-8.14433,1
+-0.622194,-8.11598,1
+-2.7779,-7.91361,1
+-2.61896,-7.63429,1
+-2.9234,-8.38367,1
+-1.97118,-10.3381,1
+-4.16437,-6.14999,1
+-3.29051,-6.59251,1
+-6.28716,-9.40896,1
+-0.261822,-9.1724,1
+0.0136452,-9.7662,1
+1.39803,-7.69522,1
+-4.31074,-7.883,1
+0.205044,-9.05698,1
+0.973766,-9.34011,1
+-4.8673,-8.44841,1
+-1.6058,-8.21875,1
+-1.17164,-8.478,1
+-4.86123,-8.91695,1
+-0.324991,-9.10579,1
+-0.933404,-8.76774,1
+-1.17335,-7.12968,1
+0.0524916,-8.31587,1
+2.21089,-7.70329,1
+-1.74665,-8.12746,1
+-1.88384,-7.98511,1
+-2.24171,-8.63253,1
+-7.35457,-8.31818,1
+-2.36389,-9.16131,1
+-1.93266,-8.63241,1
+2.78244,-8.36253,1
+-1.40433,-9.29051,1
+-2.06188,-9.29259,1
+0.133719,-9.20182,1
+1.77264,-2.43166,2
+1.14174,-2.73004,2
+1.62984,-3.10915,2
+3.03349,-2.45485,2
+0.376811,-2.2383,2
+1.43279,-2.62375,2
+1.31763,-2.89269,2
+0.751903,-1.5617,2
+0.172882,-2.62339,2
+1.34245,-2.85417,2
+1.6475,-2.26437,2
+0.658072,-2.21627,2
+0.990025,-2.55084,2
+-0.583317,-2.45816,2
+1.02492,-2.09661,2
+1.3958,-2.07887,2
+1.6066,-2.18164,2
+1.45784,-2.41959,2
+1.73225,-2.07237,2
+1.88908,-2.54786,2
+1.96802,-1.44093,2
+1.26783,-3.13925,2
+2.419,-3.07209,2
+1.9146,-1.44326,2
+2.31122,-2.47512,2
+0.791975,-2.55004,2
+1.10852,-1.88345,2
+1.5508,-3.04421,2
+1.12775,-1.52368,2
+1.10128,-2.73158,2
+1.6459,-2.76982,2
+1.5589,-2.44784,2
+0.431647,-1.78456,2
+2.38091,-2.19976,2
+0.847288,-2.60519,2
+2.19088,-2.16581,2
+2.77191,-2.29934,2
+1.48314,-2.33727,2
+1.80547,-2.11578,2
+1.19822,-2.35286,2
+2.52556,-2.28012,2
+0.741921,-2.75752,2
+1.56112,-2.02887,2
+1.6754,-2.11631,2
+1.02447,-1.8809,2
+1.50836,-2.61995,2
+2.07909,-2.66326,2
+0.00639228,-1.33905,2
+0.600632,-1.59828,2
+1.50335,-1.72655,2
+3.51521,-3.46384,2
+1.66166,-2.86533,2
+1.59568,-2.55093,2
+1.27717,-2.18205,2
+3.14,-2.52073,2
+2.25503,-3.48048,2
+2.39737,-2.20416,2
+2.35404,-2.71742,2
+1.20689,-1.91511,2
+1.85674,-2.5235,2
+1.5902,-2.70698,2
+1.37985,-2.51581,2
+0.873527,-2.16457,2
+0.423637,-2.60428,2
+1.15121,-2.13678,2
+-0.0263133,-1.64728,2
+2.07477,-2.54141,2
+1.52427,-1.00068,2
+1.52041,-1.9814,2
+1.80394,-2.77412,2
+1.27651,-2.3812,2
+1.17206,-2.15489,2
+1.35454,-2.39341,2
+0.88811,-1.4092,2
+1.90923,-2.17058,2
+1.66456,-2.38687,2
+1.61761,-3.28098,2
+2.02548,-2.30059,2
+1.18783,-2.22015,2
+1.9486,-2.40468,2
+2.28602,-2.70676,2
+1.09998,-2.50505,2
+1.95181,-2.27215,2
+1.62844,-2.15823,2
+1.14377,-2.34806,2
+1.31513,-2.14932,2
+1.51103,-2.66659,2
+0.726808,-0.909845,2
+-0.0335039,-2.57627,2
+0.709055,-2.13779,2
+1.72074,-2.93715,2
+2.24538,-3.18483,2
+1.88024,-2.30936,2
+1.29101,-2.18828,2
+0.531613,-2.72059,2
+2.04166,-2.33899,2
+2.64402,-1.86937,2
+0.845183,-2.66246,2
+1.39199,-2.28406,2
+2.16076,-2.50378,2
+1.6234,-1.60517,2
+1.57567,-1.49981,2
+2.68989,-3.34822,2
+1.26946,-2.5985,2
+2.94419,-2.90487,2
+0.440756,-1.4883,2
+2.46528,-2.36811,2
+0.815188,-2.18725,2
+0.538328,-1.35979,2
+0.830873,-2.49938,2
+1.48857,-3.48823,2
+2.33224,-3.41238,2
+2.01267,-1.65501,2
+1.5144,-2.28044,2
+2.59508,-3.09142,2
+1.74415,-2.1686,2
+2.31661,-3.13133,2
+2.54843,-2.87346,2
+1.25785,-2.52493,2
+1.11842,-2.31686,2
+2.21074,-2.97166,2
+0.895779,-1.87751,2
+-0.205114,-1.73946,2
+1.33101,-1.69371,2
+1.60985,-1.23124,2
+0.280279,-1.12915,2
+1.16215,-2.66692,2
+0.24978,-3.11356,2
+1.19987,-1.87688,2
+1.43501,-2.48814,2
+1.77972,-2.01847,2
+1.31719,-1.82112,2
+2.11706,-2.96156,2
+1.47552,-2.7726,2
+0.466438,-2.61476,2
+2.5983,-3.82074,2
+0.933906,-3.12513,2
+0.727176,-2.93276,2
+1.42528,-2.59484,2
+1.60487,-3.07982,2
+1.27485,-2.75665,2
+0.337178,-2.61126,2
+1.94115,-1.47083,2
+1.48793,-2.34887,2
+1.15665,-2.66125,2
+2.14709,-3.35173,2
+1.8636,-2.36192,2
+3.62757,-3.54535,2
+1.14634,-0.424824,2
+2.45832,-2.5895,2
+2.6771,-2.07815,2
+0.144233,-2.28034,2
+0.929646,-2.09227,2
+1.09193,-1.52152,2
+1.82299,-2.5663,2
+1.69006,-2.95851,2
+1.62861,-2.28855,2
+0.351972,-1.49218,2
+1.36684,-2.97112,2
+0.404989,-2.40649,2
+0.81325,-2.05822,2
+0.820983,-0.981,2
+1.9589,-2.99807,2
+0.808834,-2.72075,2
+2.00509,-2.00591,2
+1.55037,-2.64698,2
+0.90716,-2.93327,2
+2.84829,-3.0429,2
+1.10531,-2.2377,2
+0.583768,-2.54882,2
+2.28277,-2.63493,2
+0.543902,-2.95128,2
+1.16686,-2.20022,2
+2.28279,-2.28884,2
+1.75914,-2.91974,2
+1.59862,-3.00399,2
+1.23565,-1.39842,2
+1.45357,-2.46902,2
+2.87545,-1.94594,2
+1.15114,-2.96199,2
+0.996598,-2.19166,2
+1.61604,-2.30327,2
+2.21115,-3.47823,2
+2.17622,-1.82413,2
+0.570539,-1.85207,2
+1.0945,-3.2651,2
+0.80573,-2.15456,2
+1.88228,-2.82705,2
+1.41943,-2.40955,2
+1.49516,-2.85465,2
+1.61187,-2.90282,2
+1.60778,-2.6314,2
+2.95167,-2.90287,2
+1.51229,-2.10956,2
+1.20458,-2.56669,2
+1.18415,-2.4009,2
+2.44473,-2.9036,2
+2.21016,-2.37535,2
+0.831735,-2.65024,2
+1.78827,-2.06755,2
+2.19964,-2.16993,2
+1.30159,-1.2803,2
+1.37002,-2.51256,2
+2.71801,-2.91054,2
+1.45744,-1.94154,2
+0.539481,-2.35744,2
+0.956062,-1.98366,2
+2.1147,-1.88288,2
+2.25356,-2.00256,2
+0.512671,-1.45896,2
+2.21547,-3.08722,2
+1.77215,-2.10539,2
+1.35483,-2.57757,2
+2.28644,-2.66541,2
+0.983868,-2.47487,2
+0.616498,-2.28118,2
+2.6982,-3.02867,2
+0.727801,-3.01337,2
+2.17294,-3.31027,2
+0.428432,-3.03518,2
+1.09284,-3.12663,2
+1.06296,-3.12271,2
+1.21159,-2.2892,2
+1.44387,-2.78391,2
+1.46517,-3.28624,2
+1.65428,-3.67964,2
+0.763122,-2.79978,2
+1.2398,-1.69461,2
+2.76682,-3.42348,2
+1.08123,-3.19957,2
+1.52963,-2.09815,2
+0.917748,-2.21518,2
+1.4115,-2.8784,2
+1.64696,-1.83646,2
+1.10266,-2.68404,2
+2.1362,-3.1414,2
+1.76364,-2.59135,2
+0.665054,-2.3584,2
+2.00797,-1.62803,2
+2.38289,-3.07396,2
+1.68777,-3.09065,2
+0.466602,-2.24265,2
+0.685053,-2.77839,2
+2.19481,-3.8054,2
+2.13859,-1.78115,2
+0.612476,-3.05779,2
+1.26714,-3.31575,2
+1.09859,-1.5926,2
+1.61973,-2.5731,2
+0.598886,-2.46325,2
+0.721932,-2.6978,2
+1.3847,-1.77017,2
+0.733697,-1.96656,2
+1.03743,-1.57515,2
+1.76787,-2.13999,2
+0.533205,-2.04337,2
+1.27891,-2.82007,2
+1.07812,-2.03144,2
+1.7886,-3.74324,2
+0.241627,-2.72437,2
+0.730911,-2.82618,2
+0.0182375,-2.29248,2
+1.88524,-2.98892,2
+2.60746,-2.52804,2
+1.86796,-2.96447,2
+1.44833,-3.30456,2
+1.91393,-2.13566,2
+1.18522,-2.59158,2
+2.03699,-2.51207,2
+1.45083,-2.00239,2
+0.842853,-1.04275,2
+1.88153,-3.17107,2
+1.97001,-3.33694,2
+2.55593,-2.85753,2
+1.11262,-2.20715,2
+2.91257,-1.51578,2
+1.45434,-3.27428,2
+2.67445,-2.66624,2
+1.67476,-2.0121,2
+0.724803,-2.13416,2
+2.03252,-3.34354,2
+0.666637,-3.04293,2
+0.89545,-2.06445,2
+0.939947,-2.54951,2
+0.935234,-2.23741,2
+1.52411,-1.90487,2
+1.53353,-2.42473,2
+0.12822,-2.6234,2
+1.77389,-2.46838,2
+0.826088,-2.03768,2
+1.47658,-2.47384,2
+3.06613,-3.40332,2
+0.971365,-2.08513,2
+2.21713,-1.8549,2
+-13.5318,6.37833,3
+-11.0555,2.90378,3
+-3.80796,3.72751,3
+-6.23629,5.29508,3
+-15.084,5.19574,3
+-4.51065,3.82566,3
+-19.9513,4.06984,3
+-2.8044,2.8761,3
+-13.2589,4.40509,3
+-11.5181,4.36585,3
+-9.85899,5.56925,3
+-10.7958,3.05957,3
+-19.5579,3.83885,3
+-11.1509,4.25806,3
+-5.98952,3.23207,3
+-14.2163,3.83789,3
+-6.49925,3.39987,3
+-0.75881,5.27367,3
+-11.4548,4.64217,3
+-9.23026,5.88801,3
+-15.1824,3.39505,3
+-10.235,4.29091,3
+-4.25222,3.5346,3
+-3.45078,4.53012,3
+-9.57437,5.77969,3
+-5.9636,3.67115,3
+-3.64773,6.2509,3
+0.185271,4.40726,3
+-13.8611,4.74968,3
+-9.66087,4.20187,3
+-18.8363,5.43552,3
+-10.6961,2.25277,3
+-13.8096,2.47418,3
+-15.2687,4.30488,3
+-9.63216,3.40978,3
+-6.3834,5.82125,3
+-4.56679,6.71054,3
+-8.11955,4.99155,3
+-10.4292,5.51328,3
+-3.60597,4.22049,3
+-8.11853,4.52904,3
+-2.20229,4.12223,3
+-8.30549,5.06214,3
+-11.2718,3.87489,3
+-0.419459,3.1626,3
+-7.32285,5.21627,3
+-12.2149,6.14093,3
+-12.5029,4.26209,3
+-3.74018,4.89175,3
+-3.0901,3.64022,3
+-9.50254,4.0705,3
+-4.65152,5.39878,3
+-11.8923,7.05415,3
+-11.8033,6.37915,3
+-8.57279,4.80497,3
+-15.7176,4.1029,3
+-2.44809,2.90384,3
+-10.7203,4.62694,3
+-1.23786,6.78956,3
+-7.3279,4.97756,3
+-1.96973,4.60647,3
+-7.83976,4.00496,3
diff --git a/artificial/2d-4c-no9.arff b/artificial/2d-4c-no9.arff
new file mode 100644
index 0000000..b35efe6
--- /dev/null
+++ b/artificial/2d-4c-no9.arff
@@ -0,0 +1,886 @@
+% Data from J. Handl
+% http://personalpages.manchester.ac.uk/mbs/Julia.Handl/generators.html
+%
+@RELATION 2d-4c-no9
+
+@ATTRIBUTE a0 REAL
+@ATTRIBUTE a1 REAL
+@ATTRIBUTE class {0,1,2,3}
+
+@DATA
+-9.33717,-1.47976,0
+-4.46281,-0.157614,0
+-5.48281,-1.33823,0
+-9.82805,-0.335942,0
+-3.98464,0.756735,0
+-9.99783,0.806095,0
+-10.3309,0.528824,0
+-5.58873,-0.579749,0
+-11.6338,-1.23736,0
+-5.15034,0.691411,0
+-5.96595,0.74648,0
+-6.99879,0.674803,0
+-12.0809,-0.192616,0
+-3.70154,0.829949,0
+-8.39983,0.460985,0
+-8.0397,1.11431,0
+-2.27442,0.747368,0
+-11.4743,-1.34989,0
+-11.8902,-1.25718,0
+-3.72325,-1.56156,0
+-10.1756,1.57619,0
+-6.03203,-0.11842,0
+-2.85019,-1.3911,0
+-0.55693,-0.769474,0
+-7.85374,-0.677771,0
+-7.56068,-1.01453,0
+-8.02701,-2.72431,0
+-4.95269,-0.905943,0
+-15.5304,-0.892675,0
+-4.09205,-0.967917,0
+-5.17113,0.326012,0
+-9.62024,0.0751524,0
+-0.740419,-1.86362,0
+-8.47926,-2.21862,0
+-6.37991,-1.04761,0
+-12.7962,-1.01293,0
+-7.48629,-0.167766,0
+-5.5817,-0.488916,0
+-8.32077,-0.19477,0
+-3.66454,-1.61521,0
+-10.8874,0.64967,0
+-5.27185,-2.31187,0
+-7.21248,-0.732954,0
+-5.13236,-0.785634,0
+-6.18507,-0.627664,0
+-7.75874,0.241957,0
+-4.68545,0.629869,0
+-10.3527,-2.11139,0
+-4.56472,-1.07274,0
+-8.50942,1.89247,0
+-6.79158,-0.160768,0
+-7.22832,-0.0721055,0
+-6.15083,-1.18643,0
+-8.01747,-0.977148,0
+-3.98416,-1.05669,0
+-8.56995,-0.189708,0
+-9.02198,0.413663,0
+-5.44746,-1.47304,0
+-5.03913,-0.652624,0
+-0.855371,-0.976072,0
+-5.75298,-0.92226,0
+-7.13383,0.121307,0
+-6.72824,-0.628739,0
+-6.5731,-0.967647,0
+-6.40253,0.579542,0
+-8.77727,-0.198901,0
+-7.82766,-0.0531264,0
+-5.57511,-1.27065,0
+-10.5915,0.531997,0
+-7.53421,1.46597,0
+-7.57788,-0.350398,0
+-3.64498,-1.01936,0
+-6.14316,-1.22087,0
+-7.138,0.3194,0
+-9.07948,-0.526767,0
+-6.245,0.799464,0
+-9.94396,-0.305495,0
+-8.82942,-0.139461,0
+-6.99826,-2.31374,0
+-5.156,-0.759205,0
+-9.34279,-0.904955,0
+-4.94873,-0.812488,0
+-4.8891,-1.13065,0
+-6.71343,0.377816,0
+-5.37275,-1.94023,0
+-7.88186,-0.163382,0
+-8.66656,-1.5997,0
+-4.79496,2.43697,0
+-9.76288,0.765247,0
+-1.27581,-1.19404,0
+-3.27608,-1.44866,0
+-8.04832,0.205099,0
+-6.92069,-0.187921,0
+-6.25098,-1.54952,0
+-8.36558,-0.221692,0
+-4.06616,-1.22581,0
+-6.74829,-0.775818,0
+-8.73146,0.467313,0
+-4.61027,-1.24291,0
+-6.69489,-1.1099,0
+-9.35526,0.772229,0
+-3.59904,-1.14501,0
+-2.87678,0.385213,0
+-7.32882,0.298173,0
+-7.87577,-0.832216,0
+-9.37201,-0.202127,0
+-9.50205,-1.86227,0
+-5.545,-0.263095,0
+-6.62747,-3.06944,0
+-7.36462,0.994425,0
+-2.12852,0.614636,0
+-5.79465,-1.89097,0
+-5.01737,-1.43128,0
+-4.75625,0.284002,0
+-3.8322,-1.17865,0
+-5.37572,-1.49445,0
+-4.71608,-0.894082,0
+-3.91446,-1.44999,0
+-9.92187,-1.73957,0
+-7.35964,-1.55933,0
+-6.56824,-2.00627,0
+-7.5387,-0.0170596,0
+-12.7005,-0.553422,0
+-8.35068,-0.528886,0
+-7.83994,-0.606749,0
+-10.9913,0.0069935,0
+-8.42365,-0.321621,0
+-9.13033,0.0981105,0
+-4.97765,0.161811,0
+-6.24468,-1.50784,0
+-7.62928,0.252056,0
+-4.53019,-0.585468,0
+-11.1806,-1.45925,0
+-11.2916,-0.492912,0
+-7.79634,-0.202119,0
+-7.70134,-0.368916,0
+-2.80184,-1.2621,0
+-5.92633,-0.0570896,0
+-8.3559,-1.45483,0
+-10.4069,-0.159376,0
+-7.87971,-2.26014,0
+-8.68993,-0.65486,0
+-5.30954,-0.40074,0
+-6.95742,-1.90389,0
+1.31721,-0.772748,0
+-10.08,-2.04761,0
+-8.08403,-0.00176168,0
+-9.88666,-1.18475,0
+-7.26025,-1.4597,0
+-3.15123,0.23275,0
+-5.9424,-0.234722,0
+-5.89099,-0.278193,0
+-5.22786,-0.0213228,0
+-0.53898,-0.197628,0
+-6.32044,0.527161,0
+-5.77579,0.359205,0
+-4.52189,-2.00773,0
+-2.29462,1.3101,0
+-5.22618,-1.22465,0
+-5.20318,-0.75817,0
+-5.33609,0.45696,0
+-4.80502,-0.788754,0
+-4.65703,-0.642784,0
+-7.6295,0.101546,0
+-6.65342,-1.08809,0
+-7.15335,1.86446,0
+-2.06327,-0.37365,0
+-9.88505,0.246238,0
+-2.77669,0.188702,0
+-6.59288,-0.706516,0
+-2.63656,-0.711943,0
+-6.1853,-1.64703,0
+-8.91405,-1.24578,0
+-6.88454,1.36884,0
+-10.0779,-0.271513,0
+-5.81706,-0.574461,0
+-9.89018,1.50763,0
+-8.33691,-0.885947,0
+-10.3924,0.639131,0
+-4.64088,-0.860427,0
+-6.16935,-0.871135,0
+-5.27672,0.428136,0
+-4.67914,-1.86106,0
+-11.4376,-3.04339,0
+-6.50204,2.08643,0
+-8.27498,-0.424813,0
+-4.34557,-1.31765,0
+-2.47717,-0.500809,0
+-5.79071,0.951154,0
+-12.712,-2.51333,0
+-8.91842,-0.724682,0
+-5.09298,-0.483387,0
+-4.89828,-2.30137,0
+-6.20128,0.874091,0
+-6.44767,-0.450508,0
+-6.3099,0.237781,0
+-6.26151,-1.13147,0
+-8.71041,3.03626,0
+-9.01355,-0.219712,0
+-5.27999,-1.25054,0
+-6.59618,1.51172,0
+-6.41124,-0.425715,0
+-4.92325,-1.85915,0
+-10.044,0.123632,0
+-7.12247,-0.524036,0
+-5.15138,-1.96514,0
+-8.86795,0.046858,0
+-4.51441,-0.325687,0
+-3.31721,-1.25753,0
+-5.3246,-0.209876,0
+-5.08976,-0.343611,0
+-4.43855,0.366771,0
+-9.60535,-1.18411,0
+-4.45582,-1.07639,0
+-5.82835,-1.60397,0
+-4.43479,-2.26439,0
+-4.91305,-1.11124,0
+-4.71471,0.811606,0
+-9.15338,-0.622933,0
+-1.43009,-9.48008,1
+-1.2964,-7.20614,1
+-5.80288,-8.80913,1
+-6.36001,-9.64601,1
+-5.46051,-9.07558,1
+-1.23373,-10.4391,1
+-2.43216,-8.65191,1
+-6.9931,-9.99273,1
+-0.0821389,-8.27876,1
+-3.56927,-9.31871,1
+-5.55564,-9.93159,1
+-2.79606,-8.92043,1
+-8.25071,-8.11974,1
+3.09415,-8.81443,1
+3.52526,-6.48025,1
+-8.73716,-11.9898,1
+-2.83544,-8.78389,1
+-3.24995,-8.51249,1
+-2.95532,-11.9145,1
+0.702899,-7.8333,1
+-6.16021,-8.34441,1
+-3.75241,-10.3751,1
+0.133879,-7.9177,1
+0.530108,-8.60073,1
+-6.24324,-7.05516,1
+-3.12203,-9.11001,1
+-3.79034,-9.11781,1
+-4.12002,-6.94987,1
+-1.87552,-8.46539,1
+-1.92157,-8.46282,1
+2.93894,-7.6899,1
+-1.12655,-8.49915,1
+5.55825,-6.70466,1
+-1.7273,-9.67314,1
+2.59037,-9.75204,1
+-4.40907,-9.87979,1
+4.63279,-8.83743,1
+-4.28959,-10.35,1
+1.07885,-7.45568,1
+3.39283,-9.37048,1
+-1.21922,-8.53451,1
+-5.24486,-9.41903,1
+1.78732,-7.54328,1
+-6.48521,-10.5128,1
+3.24485,-10.3318,1
+-0.595712,-7.70371,1
+-0.785867,-9.40918,1
+1.26806,-8.83971,1
+-9.60098,-8.26751,1
+-3.4287,-8.62987,1
+-8.14556,-8.01981,1
+-3.44776,-7.78609,1
+-2.55579,-5.74485,1
+-9.07183,-7.84294,1
+-0.146084,-7.50744,1
+-10.8543,-8.79076,1
+-0.755574,-6.74811,1
+0.590998,-10.2292,1
+5.84803,-8.00556,1
+-2.95516,-9.80153,1
+3.65937,-8.09823,1
+-3.1624,-8.3435,1
+-2.68161,-9.52782,1
+-3.74185,-7.64074,1
+-3.11418,-9.23263,1
+1.47432,-10.2202,1
+-0.0254725,-9.69347,1
+-1.66787,-8.54115,1
+-6.53394,-8.75372,1
+-7.70699,-8.77551,1
+-9.80754,-8.90722,1
+-3.55157,-8.21094,1
+2.60725,-8.14327,1
+-0.970059,-8.249,1
+1.58312,-7.8956,1
+-0.398496,-9.29579,1
+3.26584,-9.31113,1
+-4.13188,-8.48066,1
+-1.25431,-8.90976,1
+-3.91879,-10.2704,1
+1.14267,-8.2479,1
+-2.30966,-10.1162,1
+-1.9152,-6.75522,1
+-2.7643,-8.70338,1
+-2.43185,-9.64442,1
+-1.9191,-8.05635,1
+-1.30545,-7.93263,1
+-0.28951,-9.20133,1
+-1.29886,-8.94662,1
+-2.30022,-9.94236,1
+4.7411,-8.0649,1
+1.69316,-8.62909,1
+-6.00965,-9.19473,1
+-2.28302,-10.7343,1
+-0.137175,-7.45165,1
+-5.2547,-8.02938,1
+-8.91868,-8.27649,1
+3.67417,-7.63222,1
+-4.68827,-12.5131,1
+-1.30881,-9.27688,1
+-3.66066,-11.8836,1
+-3.55438,-8.92899,1
+2.50014,-9.42897,1
+-6.64993,-8.01807,1
+2.15122,-9.65451,1
+-0.500979,-9.39722,1
+-4.98674,-7.436,1
+1.29326,-7.03773,1
+-3.58228,-10.4185,1
+2.42812,-11.5386,1
+-2.91056,-9.71288,1
+2.01261,-10.1846,1
+0.19907,-8.1394,1
+-3.07496,-9.67909,1
+-11.0708,-8.40431,1
+2.32632,-7.59968,1
+-1.67021,-8.30289,1
+-5.81361,-10.8799,1
+-5.18497,-10.1689,1
+-2.85162,-7.06185,1
+0.654182,-7.5957,1
+-7.42012,-9.26973,1
+1.76791,-8.92436,1
+-0.514099,-8.31016,1
+-6.0977,-9.94566,1
+-1.94223,-8.41032,1
+-3.30011,-8.05372,1
+-6.60298,-9.01283,1
+1.24236,-9.81155,1
+-5.39862,-8.10372,1
+1.22982,-8.48021,1
+-8.92245,-8.16213,1
+1.48555,-7.94856,1
+-5.6606,-8.51115,1
+3.47684,-8.75946,1
+-2.86804,-5.42933,1
+-7.29766,-11.2581,1
+-3.84437,-7.70914,1
+-7.22023,-7.51118,1
+-2.66769,-9.7867,1
+-2.00646,-9.74231,1
+0.448662,-10.3989,1
+-1.58159,-8.51518,1
+-4.36824,-8.17317,1
+-0.374198,-9.50443,1
+-2.70418,-9.34014,1
+-0.989946,-6.98038,1
+-4.72954,-9.04478,1
+-6.74083,-10.3983,1
+3.05048,-5.72452,1
+-9.24435,-7.97718,1
+-0.809653,-10.5173,1
+3.74466,-7.77908,1
+-2.22552,-10.2484,1
+1.52613,-11.7075,1
+0.851518,-8.85135,1
+-2.70051,-8.54862,1
+-6.71093,-8.70603,1
+2.52474,-9.16914,1
+-1.71394,-8.4019,1
+3.82197,-10.1717,1
+-4.60181,-9.21797,1
+-4.67205,-9.29363,1
+0.555858,-8.68292,1
+-2.78046,-9.49494,1
+-6.74268,-9.45472,1
+-2.05945,-9.35365,1
+-2.43361,-7.12331,1
+-1.93496,-8.46969,1
+-4.15076,-6.63417,1
+-0.555727,-7.62365,1
+-3.11691,-9.30994,1
+-3.00929,-8.20359,1
+-9.08316,-9.26879,1
+-0.789115,-9.74975,1
+-0.634284,-12.1135,1
+7.5913,-8.9155,1
+-1.27222,-6.97874,1
+-2.24307,-12.4949,1
+-9.78402,-10.3657,1
+-2.28661,-8.55163,1
+-5.14228,-10.0141,1
+2.31579,-9.48339,1
+-6.6343,-10.6932,1
+-3.99028,-9.62412,1
+2.96654,-7.65333,1
+-0.86177,-9.8824,1
+-2.56693,-11.3461,1
+-3.0804,-9.52874,1
+2.95082,-9.58532,1
+-6.0154,-8.99343,1
+-4.3131,-9.74677,1
+-1.75509,-8.66242,1
+-3.36201,-8.22984,1
+-0.663004,-8.28434,1
+-3.44579,-8.53241,1
+-2.11552,-9.15744,1
+-7.51125,-8.30726,1
+2.64805,-7.72486,1
+-0.487465,-7.85284,1
+0.665332,-8.83609,1
+-5.27502,-7.54356,1
+4.32493,-9.41954,1
+1.39416,-10.1426,1
+-5.85859,-8.33478,1
+-10.8347,-9.39479,1
+5.55474,-8.1133,1
+-3.22606,-10.0082,1
+3.20133,-9.60485,1
+-1.25386,-7.89004,1
+-4.18102,-9.39535,1
+1.91899,-5.94478,1
+-4.87797,-11.8844,1
+0.60358,-8.68495,1
+-11.3417,-9.42372,1
+-0.861744,-6.72213,1
+1.33057,-9.22981,1
+-0.895241,-9.02046,1
+3.68515,-9.35193,1
+-3.52593,-10.9592,1
+-1.21559,-8.87497,1
+-1.65641,-10.017,1
+-5.38958,-7.54152,1
+-5.33385,-9.55439,1
+-0.309007,-11.4594,1
+-2.98721,-10.3566,1
+0.00794226,-7.7524,1
+-4.17076,-9.10218,1
+0.973147,-11.3892,1
+1.4007,-9.65395,1
+-3.6069,-9.0483,1
+3.40438,-8.01277,1
+-6.56466,-10.0547,1
+-6.19077,-8.79375,1
+-6.59233,-10.7435,1
+-3.58433,-9.34615,1
+5.63689,-9.89715,1
+-1.7385,-9.60943,1
+-4.16284,-10.1755,1
+-0.97218,-8.47376,1
+-5.93521,-6.72755,1
+0.589496,-8.7872,1
+4.52163,-6.16837,1
+1.55233,-11.32,1
+-1.32742,10.4138,2
+0.575936,7.13762,2
+2.3798,4.64827,2
+3.002,4.91342,2
+1.10472,6.08506,2
+1.75472,8.24927,2
+1.24425,6.87137,2
+2.83778,7.09653,2
+-4.24327,10.7726,2
+0.911588,7.80952,2
+2.64689,8.65576,2
+-1.86887,6.6015,2
+2.00006,6.3015,2
+-0.740267,5.26008,2
+-1.85504,12.293,2
+2.31936,6.02372,2
+1.93778,6.31446,2
+4.28953,10.7862,2
+3.10062,4.27853,2
+-0.966303,4.8957,2
+0.89988,8.37384,2
+1.49091,7.18046,2
+-2.58822,9.71564,2
+1.94764,10.6282,2
+4.75188,9.31078,2
+3.04626,7.39649,2
+1.78177,6.90053,2
+2.2745,7.09254,2
+3.06739,5.82452,2
+3.12831,8.33638,2
+0.103132,8.04028,2
+-0.203959,9.28822,2
+0.470956,8.38659,2
+2.66859,8.43337,2
+0.249657,3.72676,2
+1.43959,8.51095,2
+0.366942,4.69113,2
+-1.07517,7.14068,2
+0.701617,7.43127,2
+1.35067,6.78813,2
+2.55946,4.07563,2
+0.356067,7.92703,2
+1.69949,9.02939,2
+2.90225,6.15818,2
+-1.75686,8.19605,2
+-0.559677,3.8594,2
+2.18859,7.54189,2
+0.45039,6.96939,2
+3.70177,6.37899,2
+3.30948,6.81785,2
+1.81789,8.318,2
+3.13843,9.95271,2
+-0.0185829,9.14097,2
+1.0938,7.1251,2
+0.643741,7.50655,2
+1.70083,8.29768,2
+1.75012,8.75989,2
+2.35914,5.3886,2
+3.2964,9.0214,2
+0.486926,7.02931,2
+0.481878,7.89805,2
+2.78362,9.40806,2
+4.02592,5.50813,2
+3.66603,8.92326,2
+5.26304,5.88198,2
+5.05451,8.53756,2
+2.30625,6.96081,2
+1.09933,5.81451,2
+3.67287,9.54583,2
+1.0858,4.63113,2
+-1.35995,7.9412,2
+2.31771,8.06847,2
+3.33505,9.87352,2
+1.81001,7.24292,2
+4.71309,7.76866,2
+-2.57463,7.03662,2
+1.67583,9.86068,2
+-1.67987,5.49595,2
+-0.281347,6.08828,2
+-0.187614,6.95946,2
+4.90849,8.78578,2
+1.68712,6.24795,2
+0.424288,7.66035,2
+1.1877,5.58091,2
+-1.64905,4.8612,2
+4.37136,7.05142,2
+3.45831,6.95396,2
+1.1336,8.30249,2
+4.71182,6.34425,2
+2.66022,5.45243,2
+-1.18294,9.08208,2
+-1.75275,7.1846,2
+2.13548,8.44349,2
+1.39514,6.93034,2
+0.996389,8.13014,2
+-0.141414,8.16495,2
+2.70134,5.29679,2
+3.81324,9.5824,2
+1.65711,4.2952,2
+2.52804,6.59925,2
+-2.72472,8.8267,2
+3.33367,9.33061,2
+2.73088,3.1439,2
+-0.00846892,5.39138,2
+-0.437151,7.42205,2
+0.957783,6.91657,2
+1.79385,6.75257,2
+3.10832,7.14207,2
+5.93081,6.51186,2
+0.278379,7.58154,2
+0.991364,7.10569,2
+2.17308,8.71169,2
+1.045,12.6746,2
+-0.74108,3.6157,2
+-0.784201,5.06834,2
+2.28077,5.78734,2
+1.5912,8.72915,2
+2.49619,6.75319,2
+0.787778,6.82261,2
+3.39663,7.67267,2
+1.52154,7.20374,2
+0.722087,7.4071,2
+3.06743,4.87826,2
+-0.257063,12.09,2
+0.221291,6.66201,2
+1.23319,6.43255,2
+-3.2433,6.04479,2
+1.58287,8.32159,2
+-0.519891,8.36634,2
+1.17763,5.15033,2
+-1.19603,8.15937,2
+0.747912,5.18171,2
+3.4273,5.54196,2
+-0.721264,7.49153,2
+0.82601,6.12871,2
+1.4267,10.0708,2
+3.19792,8.10179,2
+4.56899,9.84085,2
+1.37536,4.8258,2
+1.26331,8.42399,2
+2.58103,9.01097,2
+4.36619,6.26609,2
+1.42172,5.59763,2
+2.18351,8.64628,2
+3.17606,3.59684,2
+-0.515362,11.6113,2
+1.12587,5.01259,2
+1.72061,8.49064,2
+0.592744,10.4638,2
+-2.17988,9.31681,2
+1.24081,9.71523,2
+3.56821,7.20971,2
+-0.323146,5.91599,2
+3.55144,8.45139,2
+2.79888,6.46826,2
+1.27228,9.05798,2
+0.629771,8.28074,2
+-0.236418,7.85143,2
+2.86531,7.86564,2
+2.24289,7.37526,2
+3.62158,8.0497,2
+0.0701285,10.232,2
+3.25247,6.73958,2
+1.27492,9.77921,2
+-0.11272,6.86484,2
+2.35393,9.10392,2
+1.20685,6.59043,2
+2.25171,8.99613,2
+1.80132,7.8665,2
+0.888866,6.56906,2
+2.80186,8.87711,2
+3.02589,7.62461,2
+-1.28612,8.11568,2
+0.00441141,9.81116,2
+2.15047,4.97502,2
+1.05056,8.45544,2
+2.81227,4.88385,2
+-1.42273,11.0423,2
+-0.100882,4.8756,2
+3.43858,6.4559,2
+2.30255,8.02385,2
+1.13205,4.92598,2
+3.8539,5.69143,2
+-1.72985,8.49472,2
+0.937818,8.63844,2
+1.89123,7.15307,2
+1.74054,6.73973,2
+-0.866206,7.92403,2
+3.59385,4.90233,2
+3.34264,7.83242,2
+0.680652,7.28754,2
+0.924442,6.02213,2
+0.548867,6.97365,2
+2.0743,6.76251,2
+0.2919,6.38111,2
+0.740335,5.77026,2
+3.0465,5.98273,2
+-1.16411,6.9203,2
+0.887892,6.26917,2
+0.907725,8.93901,2
+3.44845,6.89639,2
+1.8676,7.02545,2
+-2.47276,10.9318,2
+-1.38522,7.03881,2
+2.32039,7.20353,2
+1.49925,7.79864,2
+2.83963,7.07416,2
+0.713342,7.18126,2
+2.34774,8.31991,2
+0.298339,6.96311,2
+0.659714,6.75325,2
+5.27044,7.17416,2
+-0.596392,7.87532,2
+-0.223257,7.77303,2
+1.7873,6.51866,2
+2.80098,7.00633,2
+1.16716,7.12372,2
+1.74375,6.7843,2
+3.31308,7.70023,2
+-0.727889,9.01371,2
+0.153325,4.65147,2
+-0.631363,8.23679,2
+-1.16762,11.1104,2
+4.9923,4.46157,2
+0.848707,9.27955,2
+0.257131,5.7131,2
+3.75294,9.08674,2
+2.42517,4.47332,2
+0.0618976,6.66184,2
+3.08985,5.08749,2
+2.0054,6.3081,2
+1.31544,6.13322,2
+0.543663,6.62967,2
+2.59406,9.21311,2
+1.80384,9.53158,2
+3.80675,6.4688,2
+-0.115898,8.74156,2
+-0.335547,7.041,2
+3.03703,7.89455,2
+2.75147,6.22679,2
+3.59876,6.39026,2
+-0.453002,10.0101,2
+1.2125,4.70109,2
+4.95831,6.38063,2
+4.1817,7.59396,2
+1.3856,8.90014,2
+0.532603,6.92087,2
+1.33839,6.96774,2
+0.0889271,2.96824,2
+3.31312,7.33012,2
+1.55402,9.50518,2
+0.476118,7.63187,2
+1.19723,5.80103,2
+3.38378,5.01754,2
+-1.45247,8.26498,2
+-0.335424,5.52077,2
+0.234805,9.34339,2
+1.10246,6.92106,2
+1.98283,10.1868,2
+-2.23114,6.47931,2
+-0.275904,6.83132,2
+2.82412,10.7054,2
+0.602282,8.77758,2
+-1.16639,9.55652,2
+2.78084,8.4028,2
+2.2604,7.82254,2
+-0.0968979,6.63451,2
+0.892509,9.51129,2
+2.32534,5.49208,2
+1.82888,8.11414,2
+-1.48586,8.2656,2
+2.09316,4.60408,2
+0.15442,3.16495,2
+0.467491,5.81208,2
+-1.11779,6.45487,2
+-0.354722,6.85482,2
+1.06157,8.9926,2
+1.28251,5.64343,2
+1.13032,8.12401,2
+4.18169,7.64905,2
+1.13741,8.79368,2
+1.75273,10.7228,2
+-0.110929,6.98676,2
+4.36906,6.87202,2
+-0.524367,11.6388,2
+-0.410988,6.71236,2
+0.0200517,11.2023,2
+0.94531,7.47974,2
+3.79341,8.33141,2
+2.30172,6.14647,2
+3.5255,8.59357,2
+2.91538,6.79016,2
+4.58037,7.02327,2
+1.56862,5.37796,2
+-0.237563,2.43854,2
+3.07608,8.5735,2
+1.71211,8.56252,2
+2.49902,7.61016,2
+6.13747,7.61141,2
+-0.606692,7.7468,2
+-1.81123,6.67736,2
+0.786998,6.6435,2
+-0.750157,7.13496,2
+6.24366,5.6987,2
+-0.41651,8.93321,2
+2.30189,6.05284,2
+1.79399,5.98702,2
+4.63245,10.2009,2
+-0.295379,10.1991,2
+1.54367,6.83831,2
+4.2429,8.95898,2
+2.92071,8.08126,2
+-9.41607,-7.11147,3
+-9.20295,-7.04055,3
+-9.30626,-7.09314,3
+-9.40504,-7.24042,3
+-9.42272,-7.16221,3
+-9.23744,-6.96663,3
+-9.32929,-7.0509,3
+-9.28358,-7.28186,3
+-9.35947,-7.20923,3
+-9.2969,-7.30094,3
+-9.44375,-7.25158,3
+-9.41473,-7.21169,3
+-9.33709,-7.37395,3
+-9.56939,-7.01958,3
+-9.19304,-7.29816,3
+-9.42329,-7.21734,3
+-9.00764,-7.40439,3
+-9.35921,-7.27383,3
+-9.26278,-7.31876,3
+-9.4524,-7.2368,3
+-9.25743,-7.23958,3
+-9.085,-7.46379,3
+-9.27715,-7.37645,3
+-9.3848,-7.14376,3
+-9.34869,-7.01495,3
+-9.2098,-7.2124,3
+-9.40758,-7.067,3
+-9.33333,-7.14209,3
+-9.22499,-7.16836,3
+-9.36077,-7.09047,3
+-9.25341,-7.23465,3
+-9.23661,-7.13711,3
+-9.27148,-7.21863,3
+-9.24048,-7.41101,3
+-9.1661,-7.38579,3
+-9.18658,-7.44829,3
+-9.29229,-7.16649,3
+-9.21297,-7.46804,3
+-9.30163,-7.0518,3
+-9.14391,-7.44675,3
+-9.33036,-7.06164,3
+-9.41319,-7.13187,3
+-9.4113,-7.32319,3
+-9.24437,-7.50367,3
+-9.30038,-7.13739,3
+-9.24564,-7.28148,3
+-9.28384,-7.2559,3
+-9.15233,-7.39681,3
+-9.26577,-7.04919,3
+-9.5127,-7.04294,3
+-9.49208,-7.23969,3
+-9.38822,-7.03848,3
+-9.24766,-7.55512,3
+-9.30549,-7.05335,3
+-9.26319,-7.22475,3
+-9.12051,-7.29205,3
+-9.41608,-7.28598,3
+-9.26883,-7.27327,3
+-9.32099,-7.51045,3
+-9.31615,-7.18519,3
+-9.18688,-7.34386,3
+-9.15005,-7.14557,3
+-9.41902,-7.29888,3
+-9.22852,-7.10814,3
+-9.20441,-7.12448,3
+-9.26241,-7.33746,3
+-9.25355,-7.34667,3
+-9.11104,-7.45983,3
+-9.42915,-7.29612,3
+-9.19209,-7.36492,3
+-9.3889,-6.94056,3
+-9.46334,-7.01901,3
+-9.4198,-7.17674,3
+-9.39732,-7.08513,3
+-9.59452,-7.06261,3
+-9.28884,-7.4932,3
+-9.36328,-7.23699,3
+-9.55139,-7.20554,3
+-9.31646,-7.57584,3
+-9.03595,-7.47577,3
+-9.6066,-6.82848,3
+-9.15793,-7.3472,3
+-9.2581,-7.36403,3
+-9.49397,-7.0513,3
+-9.42142,-7.13648,3
+-9.29501,-7.22693,3
+-9.37668,-7.02253,3
+-9.32054,-7.24314,3
+-9.39543,-7.2932,3
+-9.56249,-7.00853,3
+-9.43481,-7.06642,3
+-9.286,-7.56287,3
+-9.42442,-7.20312,3
+-9.42318,-7.07451,3
+-9.20615,-7.07531,3
+-9.44046,-7.17782,3
+-9.41189,-7.14223,3
+-9.2162,-7.32599,3
+-9.22509,-7.47183,3
+-9.37243,-7.36297,3
+-9.17332,-7.15329,3
diff --git a/artificial/2d-4c.arff b/artificial/2d-4c.arff
new file mode 100644
index 0000000..67ee93b
--- /dev/null
+++ b/artificial/2d-4c.arff
@@ -0,0 +1,1271 @@
+% Data from J. Handl
+% http://personalpages.manchester.ac.uk/mbs/Julia.Handl/generators.html
+%
+@RELATION 2d-4c.arff
+
+@ATTRIBUTE a0 REAL
+@ATTRIBUTE a1 REAL
+@ATTRIBUTE class {0,1,2,3}
+
+@DATA
+2.74531,41.5491,0
+-0.628169,41.1591,0
+2.77995,40.7192,0
+1.13716,41.8618,0
+2.0932,41.3531,0
+2.00509,41.3275,0
+1.345,41.0071,0
+2.26561,41.4549,0
+-0.376379,41.4281,0
+1.20464,41.574,0
+1.00007,40.9378,0
+0.99736,41.1714,0
+0.134799,41.8113,0
+2.47585,41.6346,0
+-3.0587,41.3887,0
+0.73266,41.4888,0
+0.35745,41.8429,0
+0.157674,41.7513,0
+2.69103,41.8298,0
+0.536346,41.5344,0
+2.46873,41.4813,0
+-1.91946,40.8824,0
+3.44394,41.3349,0
+2.88157,41.1534,0
+-0.53933,41.4057,0
+-0.0276636,41.1127,0
+0.0933292,41.0051,0
+0.209173,41.7993,0
+-0.0668266,41.7829,0
+1.79969,42.3177,0
+0.510155,41.6298,0
+0.138588,41.1531,0
+-0.0175984,41.694,0
+0.618498,41.4093,0
+-2.63433,41.9534,0
+2.01141,41.222,0
+5.57577,41.5869,0
+1.40539,41.53,0
+3.55797,41.8688,0
+2.68052,41.3868,0
+2.95654,41.486,0
+-0.391807,41.2361,0
+4.00381,41.4221,0
+1.44796,41.0426,0
+0.201187,41.4562,0
+0.795719,41.6564,0
+0.502018,41.5292,0
+0.290078,41.6987,0
+1.19913,40.799,0
+-1.28096,41.1171,0
+0.030134,41.4093,0
+1.99597,41.7064,0
+3.11367,41.4872,0
+0.546399,41.5257,0
+-1.00433,41.3616,0
+1.22587,42.0243,0
+-0.202468,41.863,0
+-1.40362,40.9709,0
+0.977844,40.6544,0
+2.66858,41.613,0
+3.87692,41.5591,0
+2.62824,41.4168,0
+2.06543,41.3289,0
+-1.63482,41.3223,0
+2.00123,41.8628,0
+3.64504,42.0131,0
+-2.36311,41.4501,0
+2.6411,41.6433,0
+-2.92099,40.9228,0
+1.66685,41.3844,0
+1.35976,41.4936,0
+2.40343,42.0717,0
+-0.156466,41.3901,0
+-0.149501,41.3361,0
+2.31285,41.3771,0
+2.73428,41.6682,0
+0.703931,40.8069,0
+2.65785,41.2811,0
+4.18733,41.6706,0
+0.21038,41.3822,0
+-2.37222,41.5596,0
+2.14842,42.1958,0
+3.90696,41.487,0
+0.805582,40.9885,0
+2.88554,41.7446,0
+0.4224,41.6881,0
+4.28893,41.7292,0
+0.709065,41.6168,0
+-1.114,41.4017,0
+0.00767159,41.3293,0
+2.98833,41.0246,0
+-0.895292,41.5051,0
+3.71451,41.4277,0
+-0.34788,40.9151,0
+3.6333,41.5624,0
+3.86924,41.0564,0
+-0.228855,40.791,0
+3.10995,41.9408,0
+2.41484,41.1329,0
+3.09267,41.8441,0
+-1.40569,40.9844,0
+2.83167,41.5767,0
+-2.08925,41.8549,0
+-0.0413047,41.4111,0
+0.99321,41.2289,0
+5.49799,42.229,0
+4.56593,41.3131,0
+2.62767,41.2001,0
+1.86702,41.0572,0
+0.99447,40.9706,0
+1.35799,41.9985,0
+0.965753,41.2944,0
+5.09559,41.0741,0
+1.36247,41.1762,0
+1.69922,41.2959,0
+3.16355,41.7048,0
+5.25389,41.8303,0
+0.531934,41.5568,0
+3.28948,41.5843,0
+0.10212,41.6421,0
+-2.09836,41.0296,0
+1.1946,41.225,0
+0.0879961,41.7027,0
+-0.344577,41.9871,0
+-0.195498,41.2088,0
+2.2287,41.8828,0
+3.68595,41.7489,0
+2.78496,41.4375,0
+-1.03866,41.3832,0
+0.83488,40.8743,0
+1.10206,41.6165,0
+2.73045,42.2562,0
+1.85942,42.4662,0
+-2.90953,41.7232,0
+3.17061,41.78,0
+-1.28675,41.7713,0
+3.19275,41.3024,0
+2.44799,41.3377,0
+1.01221,41.3916,0
+2.86381,41.3201,0
+2.53895,41.8226,0
+0.652358,41.6833,0
+2.95625,41.2105,0
+2.05624,41.7799,0
+2.73907,41.5838,0
+0.19292,41.4039,0
+-1.90824,41.2266,0
+3.31292,41.8747,0
+-1.17188,41.499,0
+-1.19959,41.2945,0
+3.40639,41.4131,0
+-0.309029,41.7895,0
+2.29291,41.4736,0
+2.85405,41.4468,0
+0.906787,41.8417,0
+1.03301,41.6805,0
+2.7908,41.5484,0
+1.60142,41.0711,0
+3.07553,41.3319,0
+2.66801,41.3151,0
+48.886,3.35011,1
+55.316,3.58154,1
+47.1063,3.17478,1
+54.3381,3.23281,1
+35.7588,3.16244,1
+46.5543,3.20303,1
+48.3758,3.10358,1
+41.019,3.38711,1
+54.3551,3.20353,1
+53.6196,3.15156,1
+46.3802,3.32142,1
+48.4628,3.09102,1
+46.1492,3.13285,1
+48.8009,2.98271,1
+46.13,3.22293,1
+48.8492,3.34834,1
+52.4008,2.66164,1
+45.6532,2.92506,1
+51.7098,3.12781,1
+49.3856,2.97191,1
+54.8398,3.09188,1
+51.3912,3.04305,1
+48.7477,2.88549,1
+47.3895,3.08509,1
+45.5833,3.42697,1
+52.1513,3.39225,1
+54.7523,3.18117,1
+47.9111,3.25294,1
+43.0308,3.16003,1
+52.5527,2.9644,1
+51.0376,3.12574,1
+39.7875,3.24483,1
+51.4247,3.02434,1
+54.9527,3.11502,1
+55.269,3.23374,1
+51.6444,3.05482,1
+52.7037,3.40248,1
+47.3123,3.11889,1
+39.9097,3.19928,1
+46.9546,3.21672,1
+54.7801,3.45151,1
+46.8688,3.30554,1
+50.7167,3.3011,1
+43.3099,3.13502,1
+49.0462,3.30432,1
+46.7978,3.14741,1
+39.1666,3.25898,1
+52.8303,3.2864,1
+43.5847,3.09874,1
+43.8313,3.26131,1
+47.0354,3.37726,1
+43.8303,3.00101,1
+49.2136,2.82901,1
+53.0703,3.25768,1
+51.5605,3.13051,1
+51.6565,3.03276,1
+54.6803,3.21761,1
+52.8974,3.11975,1
+49.8031,3.24972,1
+42.8679,3.06868,1
+49.5025,3.32133,1
+48.1066,3.25607,1
+47.5742,3.31038,1
+47.9516,3.0661,1
+45.6754,3.06525,1
+53.5019,3.2174,1
+56.9209,3.22393,1
+46.6076,3.35139,1
+45.2508,3.26453,1
+46.0753,3.31525,1
+49.2275,2.83737,1
+48.5368,3.22135,1
+51.592,3.38263,1
+52.079,3.253,1
+47.6605,3.08802,1
+52.4266,3.27257,1
+47.2102,3.07995,1
+51.7235,3.18778,1
+48.3572,3.40303,1
+50.4224,3.43891,1
+48.8457,3.17306,1
+52.3564,3.11401,1
+47.8073,3.37175,1
+45.2018,3.14158,1
+42.0126,3.31301,1
+47.1974,3.31478,1
+44.5805,3.09813,1
+47.9305,3.36138,1
+46.6296,3.05323,1
+51.7158,3.24734,1
+48.241,3.1586,1
+43.1457,3.10903,1
+53.5328,3.23527,1
+51.2686,3.05155,1
+52.6787,3.26477,1
+47.3229,3.25546,1
+50.6885,2.86228,1
+56.2172,3.26755,1
+52.5805,3.00891,1
+41.348,3.07628,1
+44.471,3.22271,1
+45.5043,3.17306,1
+52.9761,3.46274,1
+48.554,2.92317,1
+51.0304,3.05824,1
+55.3886,3.30659,1
+43.4255,3.25965,1
+51.9739,3.21241,1
+55.4508,3.21214,1
+48.8366,3.10592,1
+49.6574,3.43084,1
+48.2048,3.10344,1
+48.3355,3.2727,1
+51.1717,2.86299,1
+48.2203,3.30793,1
+45.1759,3.38008,1
+52.557,3.41086,1
+50.9924,2.98479,1
+49.8621,3.36127,1
+49.4336,3.19372,1
+48.7223,3.22935,1
+46.0376,3.53939,1
+51.1494,3.09522,1
+51.5877,3.53584,1
+54.3164,3.11213,1
+55.9106,3.02007,1
+51.3509,3.13694,1
+43.6607,3.15844,1
+50.3681,3.26108,1
+52.1362,3.10912,1
+45.1316,3.19939,1
+49.7714,2.84767,1
+45.1409,3.17001,1
+48.7293,3.39143,1
+55.6218,3.21222,1
+45.5667,3.1683,1
+50.5703,3.15988,1
+40.4224,3.12012,1
+46.9099,2.99161,1
+48.3726,2.85729,1
+46.6999,3.18883,1
+54.7413,3.47117,1
+47.3751,3.41105,1
+46.3036,3.33763,1
+45.4987,3.39797,1
+46.846,3.31468,1
+51.7251,3.43504,1
+45.2973,2.98033,1
+49.8244,3.21477,1
+47.2907,3.14332,1
+55.7865,3.11092,1
+47.5147,3.13047,1
+51.9523,3.20358,1
+53.7048,3.15458,1
+55.4817,2.9708,1
+47.0661,2.97888,1
+51.1148,3.04882,1
+55.7009,3.23165,1
+49.0926,3.0482,1
+49.2104,2.91954,1
+48.1315,3.1167,1
+43.8467,3.23859,1
+51.1212,3.10171,1
+48.241,3.27221,1
+48.7886,3.24547,1
+52.8058,3.31464,1
+54.6923,3.14978,1
+52.6505,3.483,1
+48.0059,3.01747,1
+43.2217,3.1709,1
+45.0373,3.21427,1
+50.8902,2.88582,1
+52.6745,3.24796,1
+49.427,3.25409,1
+47.8334,3.05406,1
+51.2101,3.08916,1
+46.2907,3.33246,1
+46.9564,3.06804,1
+48.7533,3.26383,1
+41.4118,3.22717,1
+57.1937,3.19327,1
+49.6908,3.18739,1
+48.1525,3.45527,1
+49.0834,2.90239,1
+45.3508,3.43377,1
+50.7461,3.29786,1
+48.4637,3.24045,1
+53.1632,3.14422,1
+44.9922,3.276,1
+52.8385,3.36757,1
+55.1785,2.78434,1
+52.6964,3.06467,1
+52.3657,3.04656,1
+52.695,2.99897,1
+47.426,2.99716,1
+45.3452,3.15207,1
+45.2563,2.95095,1
+44.9966,3.2906,1
+50.3892,3.10151,1
+42.8576,3.18715,1
+52.9982,3.05736,1
+50.0296,3.14682,1
+48.4227,3.12249,1
+45.8861,2.99218,1
+50.1186,3.39889,1
+42.2795,3.03919,1
+47.6122,2.89763,1
+44.026,3.10352,1
+49.8229,3.23362,1
+42.2478,3.25066,1
+51.3718,3.3026,1
+52.9524,3.12044,1
+51.347,3.30349,1
+49.2108,3.11055,1
+46.7317,3.08488,1
+38.398,3.33134,1
+49.4036,3.14496,1
+48.2214,3.32088,1
+38.0886,3.25209,1
+51.0267,2.86896,1
+40.9795,3.14887,1
+50.4044,3.33867,1
+48.3125,3.05636,1
+58.1081,3.45579,1
+48.4837,2.77284,1
+44.6498,3.00221,1
+48.0957,3.12917,1
+51.6222,3.31966,1
+50.5266,3.00372,1
+55.8049,3.2521,1
+44.3543,3.03395,1
+51.7189,3.2616,1
+53.1411,2.97594,1
+49.0658,3.16308,1
+43.6292,3.28213,1
+46.6628,3.07487,1
+49,3.25821,1
+51.1193,3.28436,1
+48.537,3.39792,1
+51.1833,3.16959,1
+50.7161,3.29627,1
+42.8636,3.07529,1
+49.4004,3.31495,1
+52.8072,3.51344,1
+44.2475,3.20818,1
+48.1885,3.19024,1
+48.0431,3.19459,1
+44.0315,3.38755,1
+45.6412,3.33712,1
+43.1365,3.05084,1
+47.0187,3.23208,1
+51.5345,3.38118,1
+57.173,3.32384,1
+44.6304,3.15582,1
+51.4211,3.42271,1
+47.8996,3.34198,1
+50.7063,3.26427,1
+51.7951,3.02464,1
+46.7669,3.3198,1
+55.0914,3.26275,1
+46.1609,3.08328,1
+44.2276,3.02086,1
+47.1665,3.08554,1
+49.9811,3.05603,1
+52.716,2.99968,1
+49.7461,3.31221,1
+50.5154,2.95242,1
+48.383,3.25018,1
+52.7087,2.79629,1
+44.2069,3.17022,1
+51.2816,3.11025,1
+46.0121,3.36816,1
+45.672,3.02456,1
+56.4607,3.18282,1
+39.4447,2.97675,1
+53.1977,3.4076,1
+48.1868,3.24323,1
+45.7023,3.11071,1
+46.9664,3.37809,1
+46.7991,3.28213,1
+53.2534,3.37943,1
+51.7157,3.14671,1
+43.9658,3.28225,1
+49.6987,3.5289,1
+47.755,3.08917,1
+48.7549,2.9592,1
+47.8815,3.30628,1
+47.6413,3.00383,1
+50.7445,3.20133,1
+51.4968,3.11166,1
+48.0207,3.00295,1
+51.4464,3.2879,1
+45.2989,3.0688,1
+41.2781,3.04708,1
+48.9077,3.32952,1
+51.8702,3.37652,1
+45.7139,2.99215,1
+46.0954,3.25909,1
+47.809,3.31064,1
+49.129,3.37745,1
+46.5891,3.21292,1
+45.8006,3.28586,1
+49.1638,3.41501,1
+51.1161,3.20525,1
+46.8335,3.27148,1
+49.3144,3.14129,1
+47.488,3.1997,1
+46.7548,3.04395,1
+52.4264,3.1654,1
+40.174,3.10943,1
+49.4648,3.22927,1
+51.5877,3.06211,1
+45.8653,3.36263,1
+44.6298,3.20112,1
+44.3965,3.39205,1
+47.911,3.30222,1
+49.4857,3.23339,1
+56.1655,3.05991,1
+53.602,3.25718,1
+56.3524,3.02202,1
+50.1797,3.27069,1
+47.9044,3.09403,1
+45.6034,3.06824,1
+48.638,3.33807,1
+45.1189,3.48732,1
+52.2518,3.45751,1
+55.5827,3.25323,1
+49.7789,2.9981,1
+45.8278,2.93058,1
+59.3848,3.20105,1
+56.9081,3.28189,1
+50.2923,3.11007,1
+49.6901,3.33219,1
+50.4372,3.33817,1
+46.6901,2.90752,1
+43.0592,3.07746,1
+53.0521,3.31728,1
+51.6457,2.91166,1
+56.4155,3.16169,1
+48.1242,3.06898,1
+51.1564,3.138,1
+45.9108,3.00238,1
+41.8679,3.41625,1
+45.2634,3.32542,1
+48.371,3.04901,1
+51.7331,3.12092,1
+55.2505,2.87529,1
+50.4898,3.26063,1
+45.7229,3.02482,1
+53.2487,3.12843,1
+40.7495,3.11301,1
+54.4269,3.0139,1
+49.8631,3.20293,1
+51.3726,3.2277,1
+45.2361,3.07773,1
+48.4523,3.07081,1
+46.287,3.13189,1
+50.3515,3.27347,1
+44.9904,3.26817,1
+42.4476,3.27972,1
+47.3749,3.03735,1
+53.4555,3.31727,1
+48.4153,3.1094,1
+53.7926,3.04449,1
+54.0196,3.39215,1
+50.2666,3.36189,1
+52.443,3.01037,1
+48.3527,3.33365,1
+48.1739,3.45715,1
+47.1748,3.10138,1
+51.9233,3.25977,1
+43.4883,3.18882,1
+54.9576,3.1186,1
+48.4501,3.26485,1
+54.5546,3.1002,1
+46.7135,3.17809,1
+49.1796,3.06229,1
+45.108,3.00187,1
+45.3851,3.18066,1
+47.5917,3.02068,1
+42.1095,3.29195,1
+47.5234,3.24008,1
+49.1828,3.21735,1
+47.529,3.169,1
+48.2168,3.20558,1
+51.3444,3.50515,1
+56.7801,3.12952,1
+43.376,3.11452,1
+51.6813,3.05728,1
+46.4761,3.33867,1
+42.7989,3.28225,1
+48.2147,3.33388,1
+43.8398,3.21452,1
+45.3259,3.32341,1
+42.4857,3.12416,1
+53.3488,3.00662,1
+40.6202,3.31405,1
+47.8093,3.37327,1
+53.1658,3.05509,1
+49.9901,3.30853,1
+46.1864,3.25731,1
+53.3771,3.31825,1
+45.314,2.97054,1
+43.5727,3.38909,1
+46.3295,2.95946,1
+52.0035,3.36222,1
+47.0441,3.09477,1
+46.4137,3.36186,1
+48.4922,2.88955,1
+47.4296,2.91461,1
+52.8988,3.00928,1
+51.0569,3.26932,1
+45.0936,3.10621,1
+51.7982,3.06612,1
+50.047,3.18173,1
+46.3997,3.47319,1
+40.6815,3.26614,1
+50.7804,3.14651,1
+50.945,3.00502,1
+53.8828,2.77829,1
+44.4023,3.38764,1
+48.7407,2.96121,1
+41.8816,3.10102,1
+50.8409,3.1567,1
+47.3503,3.31003,1
+45.4192,3.08922,1
+44.6007,3.45986,1
+45.7837,3.1961,1
+49.0422,3.00113,1
+56.4355,3.05265,1
+46.9315,3.03045,1
+48.6428,2.99467,1
+49.1295,3.08512,1
+51.5027,3.2787,1
+37.855,3.03425,1
+53.5651,2.99958,1
+52.905,3.19491,1
+52.0593,3.27347,1
+42.5397,3.19292,1
+46.9304,3.24266,1
+47.8697,3.28761,1
+48.4161,3.40762,1
+49.9486,3.16326,1
+48.4125,3.09489,1
+50.6681,3.49667,1
+46.5242,3.41124,1
+50.5101,3.56525,1
+48.7909,3.38031,1
+52.6336,3.37625,1
+46.7003,3.37347,1
+51.8202,3.02563,1
+52.3359,2.98045,1
+51.3504,3.27101,1
+47.2302,3.17823,1
+49.3377,3.2678,1
+47.4029,3.00885,1
+44.8973,3.0369,1
+51.1332,3.0311,1
+49.4433,3.16302,1
+50.8831,3.23256,1
+43.8155,3.08257,1
+48.1016,3.13554,1
+37.6605,3.24663,1
+51.6785,3.26059,1
+49.4207,3.07894,1
+48.2709,2.89937,1
+51.1283,3.07072,1
+47.2327,3.21821,1
+45.4456,2.98875,1
+57.0703,3.31448,1
+51.6428,3.34001,1
+51.6533,2.88381,1
+50.63,3.10976,1
+43.6541,3.14525,1
+53.4491,3.00302,1
+52.5741,3.26348,1
+48.216,3.32503,1
+49.352,3.24349,1
+45.4329,3.44311,1
+44.5352,3.18291,1
+47.031,3.08933,1
+48.2176,3.00225,1
+52.4414,3.05054,1
+46.6631,2.86697,1
+47.6167,3.10341,1
+48.9153,3.0127,1
+50.8521,2.94517,1
+42.3533,3.09931,1
+51.3696,3.12944,1
+51.3345,3.09018,1
+43.6623,3.41723,1
+46.6873,3.09785,1
+47.045,3.10088,1
+47.2197,3.30685,1
+51.1561,3.52719,1
+53.3846,2.99178,1
+50.2928,3.42872,1
+88.2996,48.5649,2
+87.2429,48.0917,2
+91.0095,41.949,2
+85.9072,48.7322,2
+89.814,39.7542,2
+85.4562,48.7338,2
+87.9368,43.0683,2
+83.6741,46.1186,2
+81.2555,49.2284,2
+86.9734,49.371,2
+86.4786,43.0231,2
+90.5166,46.1754,2
+89.2814,44.9217,2
+84.9356,51.8863,2
+85.5441,47.9452,2
+88.371,51.2428,2
+92.554,47.3903,2
+96.9115,50.199,2
+85.6855,45.3967,2
+90.7706,41.4383,2
+88.8817,53.4048,2
+94.5828,49.3152,2
+85.2334,47.6874,2
+86.1995,53.5157,2
+85.21,50.9604,2
+94.0564,48.241,2
+87.3753,43.7219,2
+85.3393,39.4274,2
+90.9115,45.6575,2
+90.5645,49.3189,2
+89.8818,42.9256,2
+84.6589,57.9173,2
+86.5223,44.953,2
+89.7094,50.688,2
+87.6717,45.994,2
+93.0334,49.4908,2
+91.3684,49.0288,2
+86.552,45.5235,2
+88.4861,44.9406,2
+92.2209,49.4438,2
+88.5739,45.4714,2
+85.721,51.4256,2
+87.4631,55.8705,2
+89.9723,50.5565,2
+86.514,43.5825,2
+85.8972,40.6694,2
+94.2403,46.7061,2
+89.6243,46.4683,2
+83.556,39.6034,2
+88.8591,44.4038,2
+86.9261,45.0167,2
+88.4302,48.1385,2
+90.9127,43.9326,2
+87.414,47.85,2
+94.1278,49.1223,2
+85.3379,50.7741,2
+89.6671,41.6763,2
+88.7917,46.7319,2
+85.7231,46.2902,2
+85.9244,52.2396,2
+89.4591,44.9787,2
+87.64,44.2899,2
+89.3194,48.0031,2
+84.5089,41.3523,2
+87.674,48.3026,2
+86.8302,53.5616,2
+91.1842,49.8113,2
+89.9145,55.4672,2
+92.5937,59.081,2
+85.9683,52.5082,2
+86.4609,53.6659,2
+87.0482,48.1905,2
+95.197,45.2427,2
+93.4848,43.8534,2
+82.6953,49.1193,2
+86.5811,53.1177,2
+84.0562,47.3221,2
+92.4917,49.4388,2
+84.1925,49.5229,2
+91.2156,42.083,2
+87.1048,43.0394,2
+94.3474,43.4886,2
+87.3667,53.8325,2
+92.0275,47.5645,2
+86.5159,51.5866,2
+87.7532,53.4529,2
+89.597,43.1592,2
+89.655,40.6216,2
+84.6928,45.5548,2
+91.7639,48.3699,2
+92.6607,49.8629,2
+86.555,49.3919,2
+90.8054,47.5149,2
+86.1772,50.0533,2
+91.7656,50.4225,2
+89.3769,47.5726,2
+85.1607,52.3038,2
+84.704,40.4872,2
+94.8569,48.781,2
+90.535,43.1931,2
+95.8752,43.3556,2
+83.6924,43.3161,2
+89.2377,44.3606,2
+84.3062,46.7992,2
+83.5389,53.7744,2
+89.2846,44.9876,2
+86.7638,52.1358,2
+88.2236,42.7809,2
+86.3139,41.4031,2
+92.0585,50.6343,2
+88.81,62.4678,2
+86.1412,46.1583,2
+91.2111,51.015,2
+90.1774,44.4296,2
+88.652,39.9193,2
+91.3123,45.6877,2
+85.9216,46.2768,2
+90.6827,42.4833,2
+88.5398,44.8324,2
+89.8672,45.4424,2
+90.9917,48.2749,2
+88.2335,48.5318,2
+89.2344,50.5561,2
+88.7892,52.6681,2
+85.1552,52.6832,2
+88.7378,53.8588,2
+87.7561,41.5831,2
+93.7412,46.4636,2
+86.2986,51.1928,2
+86.9153,44.3384,2
+86.9154,49.1602,2
+90.8443,45.4698,2
+87.992,49.4111,2
+89.8717,51.5685,2
+88.6999,39.1328,2
+89.6743,49.6021,2
+87.3297,44.6507,2
+89.577,47.7356,2
+92.0662,48.3302,2
+89.0368,50.1882,2
+86.7379,45.9187,2
+86.3596,48.6252,2
+90.0337,45.0403,2
+89.2108,48.9147,2
+89.689,48.8692,2
+87.2408,56.3074,2
+88.3154,44.1634,2
+91.1699,46.9355,2
+88.8875,43.8631,2
+87.283,44.4296,2
+84.8534,43.1804,2
+87.3335,47.2952,2
+87.6505,50.5414,2
+96.311,46.6471,2
+88.6926,53.4257,2
+88.0917,52.869,2
+91.3403,50.753,2
+84.0359,49.4986,2
+87.2923,48.303,2
+82.2091,43.2666,2
+84.7917,44.2794,2
+92.5688,42.5525,2
+89.4485,54.3598,2
+86.4943,54.3347,2
+89.6788,49.456,2
+85.2595,56.1845,2
+89.7428,45.36,2
+90.6358,50.1006,2
+91.8902,49.0099,2
+85.3543,46.2237,2
+88.287,51.4585,2
+83.311,55.9955,2
+86.6745,49.6291,2
+85.2198,47.3764,2
+93.0694,42.2177,2
+94.5288,42.8157,2
+89.9834,42.0647,2
+89.6189,49.5295,2
+84.2698,47.9101,2
+92.5819,42.961,2
+91.3042,40.6204,2
+85.0711,44.4821,2
+90.1461,40.9955,2
+92.4721,39.8382,2
+86.1014,51.718,2
+86.0812,49.3518,2
+87.1755,47.1891,2
+84.2288,45.3026,2
+91.565,50.3471,2
+87.78,52.2848,2
+90.4919,43.7984,2
+87.1027,49.6385,2
+85.8336,50.7768,2
+86.9718,49.962,2
+89.8365,46.1989,2
+89.9746,49.1052,2
+91.0806,44.8371,2
+92.403,50.6994,2
+91.8123,47.3802,2
+85.2089,43.3215,2
+87.1131,36.9117,2
+84.6508,51.7035,2
+86.856,41.1463,2
+87.8024,53.6324,2
+87.728,45.3324,2
+91.8835,48.4475,2
+87.2429,42.0583,2
+90.2466,48.2316,2
+92.1318,45.4135,2
+91.505,45.4504,2
+85.5979,50.574,2
+89.921,53.5856,2
+86.1419,51.7783,2
+87.2909,44.8204,2
+91.915,48.4429,2
+96.0962,49.388,2
+89.013,41.348,2
+88.2461,53.4774,2
+91.8352,48.3888,2
+88.1476,49.0767,2
+92.4085,47.1247,2
+86.5908,47.3597,2
+90.8951,48.6404,2
+85.1012,48.3759,2
+86.5862,51.6755,2
+89.005,52.7666,2
+89.4523,50.372,2
+89.1947,51.7825,2
+88.0423,54.1936,2
+89.1126,42.4508,2
+88.6973,45.0153,2
+90.2052,48.1759,2
+89.6,44.7762,2
+88.2543,53.9042,2
+91.999,49.3056,2
+91.7828,38.3965,2
+90.3491,44.7946,2
+86.4181,48.8886,2
+90.1743,54.5527,2
+84.2166,48.9596,2
+87.1318,48.5002,2
+89.4146,52.1653,2
+96.1585,47.4563,2
+94.4054,52.493,2
+86.9418,45.9029,2
+85.9066,44.2445,2
+86.6872,48.0419,2
+86.3109,48.6685,2
+86.4281,42.5467,2
+85.0789,46.2326,2
+91.936,50.4201,2
+91.5812,45.0742,2
+95.1291,42.8016,2
+88.4259,45.7601,2
+94.9516,45.7467,2
+89.9463,50.2493,2
+89.5216,36.1927,2
+84.0739,54.1751,2
+83.564,47.5439,2
+89.6949,45.577,2
+90.2285,41.2575,2
+89.7117,48.7373,2
+89.7428,46.2592,2
+84.0808,50.0201,2
+88.8406,39.389,2
+90.1685,47.9725,2
+86.8695,51.2951,2
+85.7424,49.6763,2
+91.2372,43.1012,2
+84.3017,49.326,2
+94.2768,44.6449,2
+86.3431,48.7447,2
+84.4161,44.6044,2
+85.4507,48.7714,2
+90.5204,41.1995,2
+89.6142,55.9238,2
+87.2395,47.814,2
+91.3517,53.9457,2
+87.7428,44.2146,2
+89.2816,44.7962,2
+88.3347,50.1716,2
+88.7167,53.8383,2
+93.725,52.1806,2
+88.8652,46.2972,2
+86.8973,49.1004,2
+84.4684,53.9446,2
+85.2105,49.5808,2
+88.7945,47.299,2
+86.6341,52.8885,2
+88.1526,42.285,2
+89.8543,47.8203,2
+89.6499,54.3044,2
+85.0978,48.1174,2
+93.0341,43.9514,2
+88.8999,55.6848,2
+91.1194,45.3769,2
+90.6155,48.163,2
+86.3177,44.259,2
+91.7015,46.48,2
+87.1794,51.1598,2
+94.3648,41.8924,2
+92.1155,46.7421,2
+90.4303,48.403,2
+87.9613,41.0845,2
+90.9545,45.775,2
+85.4282,54.8191,2
+89.0309,45.6888,2
+92.1905,40.3106,2
+90.7636,49.5251,2
+91.3334,43.5115,2
+91.4937,50.3064,2
+91.5215,47.7161,2
+90.912,48.4959,2
+84.5398,49.0111,2
+89.7231,48.9016,2
+90.1669,46.6715,2
+90.6192,45.6402,2
+90.2356,45.1738,2
+85.5931,50.5666,2
+90.3601,50.0199,2
+88.9088,45.9637,2
+83.6885,39.4644,2
+91.2123,45.3723,2
+83.8924,34.3746,2
+85.6403,44.0833,2
+86.652,48.2945,2
+87.0762,50.7283,2
+87.4564,47.4037,2
+89.4854,51.8464,2
+91.1165,48.9172,2
+90.3261,44.0005,2
+88.5556,51.3694,2
+90.458,44.1667,2
+93.4729,49.243,2
+88.8853,48.4224,2
+95.1038,48.0907,2
+91.754,47.1854,2
+95.9075,49.1264,2
+89.5228,43.2814,2
+90.7021,45.6001,2
+92.0849,44.9925,2
+88.82,48.4119,2
+87.4787,50.8263,2
+85.5918,43.3649,2
+84.9395,49.9214,2
+87.0413,47.5512,2
+86.6818,50.5586,2
+89.5018,43.7927,2
+89.665,52.2942,2
+90.1356,47.877,2
+89.5638,52.2045,2
+87.6453,45.5494,2
+96.8817,50.6807,2
+88.8998,51.8197,2
+87.7613,52.269,2
+84.8836,44.4607,2
+84.1566,51.5901,2
+88.5174,50.9329,2
+84.1924,52.2039,2
+88.5677,44.7193,2
+87.1738,48.171,2
+88.8642,48.0175,2
+93.5652,52.9374,2
+86.4614,46.5039,2
+81.435,52.4516,2
+94.1343,49.3229,2
+90.7788,50.4529,2
+89.2447,48.8367,2
+94.8868,45.8962,2
+89.9756,48.1054,2
+83.3507,52.0499,2
+90.1138,45.3442,2
+88.8562,50.9917,2
+88.7974,52.053,2
+90.2219,39.8266,2
+90.3273,48.9453,2
+88.6123,47.1052,2
+87.5244,42.6378,2
+86.6708,47.7617,2
+90.358,46.6412,2
+86.934,50.2767,2
+88.3847,45.9418,2
+87.6987,46.9347,2
+97.6855,44.7411,2
+89.395,52.5135,2
+88.052,46.0769,2
+90.7918,52.3049,2
+87.5639,50.6963,2
+90.1878,44.4266,2
+88.1547,44.3935,2
+87.6249,52.9993,2
+83.5884,43.193,2
+88.3563,49.7908,2
+88.9367,41.5876,2
+85.7033,53.1422,2
+85.0605,53.9194,2
+85.2478,48.0425,2
+86.402,52.5303,2
+86.2921,54.6127,2
+87.3851,40.1131,2
+90.3538,50.489,2
+92.2456,49.8483,2
+89.3327,42.3362,2
+92.1793,44.9883,2
+90.1942,49.9448,2
+86.3947,52.5926,2
+86.7467,51.1191,2
+88.5879,48.6831,2
+87.2106,52.2256,2
+89.67,48.1116,2
+90.5859,45.1967,2
+92.8207,51.5179,2
+89.014,43.603,2
+88.8365,53.8056,2
+85.6767,46.1244,2
+88.0831,51.1716,2
+85.2735,55.0444,2
+82.4569,51.4223,2
+89.8371,45.6955,2
+91.0736,50.0676,2
+80.2368,45.3892,2
+94.1671,48.3806,2
+90.2918,58.0761,2
+91.4702,50.8459,2
+89.7609,50.9258,2
+88.9767,53.2659,2
+89.0141,47.2254,2
+90.5379,50.6422,2
+89.8731,55.2361,2
+92.3094,52.1076,2
+87.1002,51.2813,2
+86.2298,48.1148,2
+89.3258,50.2489,2
+92.9927,52.9134,2
+84.6777,45.3125,2
+84.8171,46.6045,2
+82.4462,51.6815,2
+93.8521,49.4999,2
+91.4381,51.9424,2
+81.4439,48.5216,2
+94.6958,46.716,2
+89.2705,46.4272,2
+87.9909,45.4986,2
+87.1652,46.2185,2
+80.1322,47.939,2
+94.7135,45.0414,2
+89.1497,42.924,2
+96.4274,40.1169,2
+88.8806,44.2576,2
+87.8476,46.4712,2
+89.5247,54.1398,2
+87.9559,43.27,2
+87.7503,52.3902,2
+86.2991,42.9858,2
+83.0513,47.3891,2
+87.4855,51.2645,2
+92.4444,49.4336,2
+89.9791,43.9567,2
+84.8837,49.3133,2
+87.0268,43.7103,2
+85.9711,44.6149,2
+88.4842,51.8088,2
+93.0818,50.1863,2
+90.5982,46.9826,2
+89.2324,54.4526,2
+84.317,49.503,2
+86.897,51.2823,2
+88.53,49.1958,2
+88.7332,38.2667,2
+85.3736,50.9609,2
+73.5417,70.4582,3
+72.83,69.2593,3
+73.5612,67.863,3
+73.6097,71.2355,3
+72.195,69.8573,3
+73.2413,68.5419,3
+72.9894,69.3519,3
+73.9521,70.8374,3
+73.1611,69.4446,3
+74.3207,71.5402,3
+74.2726,69.8067,3
+73.9818,67.4649,3
+74.1322,72.7556,3
+72.7323,71.8585,3
+74.1531,70.7375,3
+73.3552,68.3534,3
+73.2703,69.4745,3
+73.631,72.4323,3
+73.3769,68.2072,3
+72.6533,69.2083,3
+72.9688,69.1342,3
+73.8642,70.599,3
+73.8378,69.8061,3
+73.302,69.2352,3
+74.5045,69.3018,3
+73.2974,70.8838,3
+73.743,67.624,3
+74.6375,69.7559,3
+73.8718,71.5831,3
+73.192,66.8238,3
+73.9072,68.3804,3
+73.5798,67.6714,3
+73.575,68.158,3
+73.823,71.3263,3
+73.0799,71.4504,3
+73.202,71.0826,3
+75.0493,70.3255,3
+73.4871,67.8094,3
+73.0799,71.3822,3
+73.4581,67.936,3
+73.0602,69.3307,3
+73.2275,67.6483,3
+73.6979,70.7219,3
+74.1304,65.1982,3
+72.7914,72.6058,3
+73.7366,69.6277,3
+73.7855,70.3239,3
+74.3501,72.0416,3
+73.6619,69.4683,3
+72.7375,67.0718,3
+72.6612,68.8753,3
+73.6744,72.5614,3
+74.0665,66.307,3
+74.6205,69.2277,3
+73.6707,70.493,3
+73.6159,71.9067,3
+74.3796,69.4959,3
+73.4579,65.8763,3
+74.6789,67.6465,3
+73.2255,67.3565,3
+72.5276,69.068,3
+73.6076,71.8806,3
+73.5133,69.3907,3
+74.6233,67.1822,3
+73.0254,68.7516,3
+74.4376,69.978,3
+72.8367,72.4539,3
+72.9212,69.7396,3
+73.8538,70.7214,3
+73.4151,68.8293,3
+73.9113,70.8323,3
+73.8672,70.8038,3
+73.416,69.3949,3
+74.3085,70.829,3
+73.7153,67.5603,3
+74.2444,67.9185,3
+73.5054,73.9994,3
+75.2686,71.5738,3
+74.5974,72.6614,3
+74.4964,68.9337,3
+74.1138,70.4915,3
+73.1965,70.2223,3
+74.6996,70.9788,3
+73.5289,70.3221,3
+72.3757,71.767,3
+72.7007,70.7112,3
+72.9772,70.4844,3
+74.1244,71.595,3
+72.635,72.7985,3
+73.1364,74.9658,3
+73.3382,66.7437,3
+72.8381,66.8321,3
+73.8062,68.983,3
+74.0164,67.9562,3
+73.123,68.1732,3
+73.7772,69.7548,3
+74.0034,70.2333,3
+73.9119,69.4078,3
+74.0703,71.3454,3
+73.4394,68.3741,3
+72.96,71.1806,3
+73.0452,67.9602,3
+73.5992,67.4286,3
+74.0655,67.7051,3
+72.9039,73.1573,3
+73.722,71.3017,3
+73.7299,66.9321,3
+72.2967,70.6181,3
+73.4491,70.1462,3
+72.7991,68.6031,3
+73.3971,68.7175,3
+73.3778,68.9861,3
+74.2252,68.2841,3
+72.6546,71.0669,3
+73.7999,73.2534,3
+74.5922,68.8572,3
+73.4812,69.5408,3
+74.3824,69.1418,3
+73.7835,66.108,3
+73.0171,69.0298,3
+73.5381,72.7584,3
+73.3591,69.9393,3
+72.7752,71.4214,3
+73.7243,70.2679,3
+73.6415,69.6417,3
+73.8954,69.8098,3
+73.2771,70.8836,3
+73.7346,68.7563,3
+72.9913,68.5504,3
+72.5512,72.608,3
+73.8834,71.0078,3
+72.4116,68.3206,3
+74.0903,69.715,3
+73.6169,71.9917,3
diff --git a/artificial/2dnormals.arff b/artificial/2dnormals.arff
new file mode 100644
index 0000000..dbe633d
--- /dev/null
+++ b/artificial/2dnormals.arff
@@ -0,0 +1,1013 @@
+% Data generated using R package 'mlbench'
+%
+% > library("mlbench")
+% > set.seed(1234)
+% > data <- mlbench.2dnormals(1000)
+%
+@relation 2dnormals
+
+@ATTRIBUTE x REAL
+@ATTRIBUTE y REAL
+@ATTRIBUTE class {1,2}
+
+@data
+0.5806994504,-0.9703880325,2
+-0.0599597537,-1.2848864783,2
+2.131430232,0.9484920275,1
+-1.2136959007,1.536374738,2
+-0.0421610953,0.0677335196,2
+-1.3708096295,0.3149232878,1
+-2.2532586094,-0.142809299,2
+-1.1748479516,-1.7184410282,2
+-0.8914884071,-2.7098888029,2
+1.5169204543,2.282978225,1
+-0.2783656141,-0.8555099689,2
+-1.4599438328,-0.9435053732,2
+-1.4816115465,-1.7096206674,2
+0.6507246777,2.2424535014,1
+0.4382340282,1.1925622436,1
+0.8752973016,2.2973821251,1
+1.8775523279,1.3498521908,1
+1.4633469136,1.5645578334,1
+-1.4393653363,-1.8660613337,2
+-1.6924172925,-0.7571536357,2
+-1.1044527936,-2.0609526396,2
+-1.2079999126,-3.4215592875,2
+2.2193084122,1.9416075639,1
+-1.270435699,2.432884144,1
+-1.973452669,-0.5816826194,2
+-0.378809741,-0.73199086,2
+1.6625616723,1.3840522706,1
+0.3490097513,-0.8271594846,1
+-1.2087370686,-1.9797396482,2
+2.7969116471,0.3426598879,1
+-0.0987784149,0.8171963192,1
+2.7777420918,1.3645084294,1
+1.3169444081,2.234796536,1
+0.0495764216,0.5720382238,2
+0.473719215,1.0369733989,1
+-2.1202125363,-0.3516432184,2
+1.3982594941,0.7287811168,1
+-0.578693197,-0.8415384847,2
+-1.4251536491,-0.104279537,2
+0.123008994,1.4724880129,1
+0.2999966043,-1.4904902974,2
+-2.3367867565,-0.3444646823,2
+2.4292424297,1.8496976621,1
+0.4053068799,0.3636649594,1
+-2.8826864578,-0.4867075859,2
+1.1803112317,-0.0433435205,2
+-0.6212227214,-0.1902897062,2
+-2.0693128287,-1.1764551599,2
+0.6248550184,1.8266331414,1
+0.2052022815,2.3405966568,1
+1.3151228687,0.0037830508,1
+-0.8660606143,-3.1775436624,2
+-0.2405515756,1.9125059225,1
+-0.7435194631,-1.7850171704,2
+0.3259297933,0.2683904606,1
+-0.3667726462,-0.2219915946,2
+-0.3976351268,-2.4138394977,2
+-1.0340336865,-0.7025662985,2
+-1.7897063605,1.3597635928,2
+-1.4704355542,-2.0569969389,2
+-0.0128181376,0.5709028776,1
+-0.1664467299,-0.5244476237,2
+2.3540235622,1.1689659226,1
+1.050072712,-0.1178523925,1
+-0.6631192444,-0.7878964752,2
+-1.2089988733,-1.3488453837,2
+1.2184599879,0.0035334892,1
+2.8734752079,2.04287184,1
+-0.738278195,0.7064713461,2
+2.3346945194,-0.5212432946,1
+-0.7522533539,0.1469168754,2
+-0.3757848612,1.2344396153,1
+-0.1905397818,1.5432188176,1
+-1.9738186194,-1.3850724094,2
+0.9003688029,1.5140554899,1
+-1.1107350001,-0.6919957756,2
+0.192194596,0.839153927,2
+-0.6558859302,2.5934046497,1
+-0.0456432907,0.6418031499,1
+-0.7402391338,-0.1128771777,1
+1.5131207715,1.4959184955,1
+0.554043154,-0.3745542799,1
+-2.8391937758,-0.4437898468,2
+0.1801523609,0.519331849,1
+-1.9952095487,0.2228837504,2
+-0.7026898725,-0.0155040277,2
+1.5574164951,2.5832022017,1
+-2.2733370075,-1.5252071533,2
+2.0250726098,3.0164796475,1
+-0.5333878287,-1.7340891941,2
+-0.7660816822,-2.2306224134,2
+1.2644418987,1.1183323003,1
+1.4324199214,1.4720148482,1
+1.973222154,2.2613947845,1
+0.4708059414,1.5049698915,1
+1.0457684846,0.2235722765,1
+1.7946914139,-0.099244231,2
+-2.0880002025,-1.8861172041,2
+-0.7045704291,0.1535906763,2
+-0.4379645652,1.3824123227,1
+1.2130814809,1.3027712589,1
+-0.0250393658,-1.8664206871,2
+-3.3534621553,-1.6488186686,2
+-1.5845178121,0.0854464997,2
+1.2538741496,-0.5740717665,2
+-1.7740210555,-1.5022240142,2
+-2.4236679799,-0.7597748739,2
+1.4576693817,2.4847197345,1
+0.2769991092,0.5917417449,1
+2.4837446284,-0.7005801261,1
+2.0820488625,1.6194887614,1
+1.7997584441,1.053126349,1
+-2.4252158014,-1.7222985958,2
+1.3592038327,0.3141250837,1
+1.3812225507,1.1020779415,1
+-1.0834585318,0.9520851942,1
+1.6278339029,1.0858521163,1
+-0.6993867541,-1.2206229122,2
+-0.0583972386,1.5814485394,1
+0.7913505404,0.0639436005,1
+3.0479732298,0.1922593695,1
+-0.2159027223,0.8256761472,2
+-2.2772293146,0.0945512345,2
+-0.9088759935,-1.4759186469,2
+0.7468453063,-2.1961966578,2
+1.0324521835,-1.8959270354,1
+-1.5114327154,-0.0670653168,2
+2.1648052386,1.1809636202,1
+0.5347226583,1.3760350238,1
+-1.2306300487,-0.8265202948,2
+1.8558091525,0.9216394338,1
+0.779144332,0.086644605,2
+0.1746572843,1.4421005643,1
+0.7711200474,1.747712227,1
+0.9309626825,1.002217611,1
+-0.1058689426,-0.2353616303,2
+0.5404061702,-0.6578100222,2
+2.6911065002,1.2050111023,1
+-1.2272169159,-0.6396585538,2
+1.931210963,1.8084271728,1
+-1.8736026292,-2.143080851,2
+-1.5378213734,-2.9110071005,2
+-2.1969441913,-0.4092079075,2
+-0.100415818,0.67596512,1
+-0.4087800696,-2.7823500552,2
+-0.2662874323,-0.4443597392,2
+-0.7827224378,-1.6484185226,2
+0.2377859566,1.7652650405,1
+1.2969031312,1.3719504413,1
+-0.2049937838,1.7893055416,1
+-0.755764084,-0.8494224064,1
+0.4972573944,-0.188681301,1
+0.5878721404,1.9854213414,1
+-1.9497478855,-1.2143015235,2
+-1.0041421701,2.9663198283,1
+-1.4246653788,-1.1791808633,2
+1.5327040599,-1.0741754684,1
+-0.2138246895,-0.2958949143,2
+0.595454128,-1.792989286,2
+1.0417731561,2.7152147526,1
+3.2764750503,2.8451027547,1
+1.4527002186,2.3982671657,1
+0.8431013915,1.282162126,1
+-2.9300182032,-1.6913027835,2
+3.4304054161,1.023996396,1
+2.4107007451,0.4388894655,1
+1.6336929761,0.2909192246,1
+0.1184549633,-2.3057085308,2
+2.0443726299,1.1902853779,1
+-0.1407920944,-0.0477971474,2
+-0.0581647076,-0.734433198,2
+0.0621315836,-1.6932640657,2
+-1.6901048299,-0.6228131437,2
+0.7314621447,1.7266867968,1
+-0.8824779984,-0.7410961263,2
+0.1443946737,1.8059014515,1
+3.1752063393,-0.5262332844,1
+-2.3244498896,-1.0590853466,2
+-0.8578036954,-1.6377923796,2
+0.2053550526,1.5522359935,1
+-0.9107761923,0.4037467129,2
+1.1690085681,1.5120515096,1
+-1.048364392,-0.3395208901,2
+-4.094655323,-1.5191751541,2
+-1.4962534779,1.7216852531,1
+-0.2793797099,-1.2781622543,2
+0.1078421467,0.4753006255,1
+1.0970200129,1.0625388738,1
+-0.1999701383,-1.4505988717,2
+-1.1682968224,1.1162435759,2
+-1.714468559,-0.5686811014,2
+0.7733943437,0.2768055734,1
+0.6085409275,-1.3429023982,2
+2.5600375309,2.4953888558,1
+0.9459047622,-2.0093752836,2
+0.500840013,-2.203474858,2
+-0.5931971167,1.3956040226,1
+-2.8555218897,0.0590912741,2
+1.0652080811,-0.9788541299,1
+0.8222791127,1.1909732053,1
+-0.4777440866,3.2164448122,1
+-0.994292435,1.3482608283,1
+0.2475201733,-0.1186105484,2
+0.6703757755,-0.9619441507,2
+1.2639231874,0.3497399994,1
+-0.8292530491,-2.1007504317,2
+0.8778946126,0.3352440754,1
+0.5055725928,-0.364722633,1
+-2.3905349641,-1.0193127014,2
+-1.2049002928,-1.9109224245,2
+-0.0488735418,1.3299821964,1
+1.1907464891,0.3793978736,1
+-0.2923419375,-1.6192279543,2
+-1.2908646814,-0.1891013828,2
+0.4839965867,-0.3100396216,2
+2.6752251549,3.2686949446,1
+2.2374102377,1.0571667054,1
+-0.4119999763,-0.8004770797,1
+-0.5417446294,0.0281725549,1
+1.0769444109,1.6405085869,1
+-0.8416773012,-1.1295272109,2
+1.6734444323,1.9517322475,1
+-2.4695875443,-0.0163863668,2
+-1.2751610136,1.1700371518,2
+1.351772558,1.2847787851,1
+-2.6648531114,-1.0772162441,2
+1.186932152,0.4918567399,1
+0.9028274961,-0.8912722678,2
+-0.518775725,1.422093712,1
+2.3305266325,2.5422237357,1
+0.0516004878,-0.4248182569,2
+0.0551216723,-2.3407929389,2
+0.4314069642,-2.1960651732,2
+1.020647005,-0.5615982124,1
+1.2013348882,2.0627937312,1
+-1.9897927533,-2.4083374016,2
+-0.4815203855,-1.5764305409,2
+0.2742558761,-2.206343609,2
+1.192179329,2.2038332431,1
+0.1751695648,0.5345362798,2
+2.2423929312,1.7684334219,1
+-0.2913899432,0.0602662364,1
+1.337971089,0.700946671,1
+0.5248473205,1.2487451228,1
+0.8340456045,1.1932513215,1
+0.8336113706,-0.1678685641,1
+-0.1231605356,0.7674447824,1
+-0.059053276,0.2744878481,2
+-1.913276692,-2.051550527,2
+-0.5141278788,-0.2147836607,2
+-2.7951969787,-1.3777875152,2
+-1.3698014699,-0.7825363577,2
+0.7913194293,1.5980951174,1
+0.3388882377,1.1360665382,1
+-1.1765962845,0.5459822152,2
+2.0358115725,-0.4520469001,1
+-0.4146472693,-0.7210139161,2
+-1.7932508325,-0.2939767005,2
+0.7874595118,0.9841511147,1
+0.9033612895,0.3329630893,1
+-1.3783504082,0.9159543344,2
+0.8681960146,1.9569291901,1
+-1.2934845755,0.0584571195,2
+3.1374810872,-0.1491825106,1
+-0.7100520369,-1.4657614215,2
+-0.4523859908,-2.9899276495,2
+0.4210157129,1.3359394253,1
+-0.7578546248,-2.7468053011,2
+1.2876591668,-0.9211930423,1
+-0.6040170444,-0.4397894236,2
+1.1836205598,-0.5688340628,1
+0.9827846391,-1.4430490952,2
+-0.9667769075,1.3675046969,1
+-0.4552717501,-1.0983477694,2
+1.5297082147,1.7256487398,1
+-1.7129553008,-1.8427478897,2
+1.0591297282,0.5696198146,1
+0.0890628975,-0.3031094091,1
+-1.7442726749,-2.4001701034,2
+-1.2116403529,0.9627033832,1
+2.2700514508,0.590552168,1
+-1.5471839322,-0.397827656,2
+-0.394979726,-2.0563571566,2
+-1.2746706671,-1.5489536701,2
+3.0238414744,3.2741771132,1
+1.2420617112,1.3331208111,1
+1.2188414389,-0.5354877056,2
+1.164227327,-0.0056957046,1
+0.4509759386,0.9976369387,2
+1.123416014,2.0699636888,1
+1.3488014448,2.4260160027,1
+-1.2430015418,-0.2008924818,2
+1.1026157355,0.8977754251,1
+1.7162219521,0.4277226571,1
+1.4898970915,0.1542263015,1
+-0.6426565834,1.3998579546,1
+0.2162813972,-1.632299984,2
+-1.7436524393,-0.7971852029,2
+-0.0569175851,-0.8686138438,2
+-1.1235020761,-0.551724654,2
+1.0705507686,0.7596725021,1
+-0.4795267896,-0.7996696444,2
+0.1001609103,0.1807757835,1
+0.9323535783,0.0755081141,1
+0.302976452,0.6793838495,1
+1.6812092913,0.0156006592,1
+-0.6657838142,-0.782521773,2
+-0.422729437,2.5324806544,1
+0.687497803,0.8407062496,1
+0.4016855882,1.4258403159,1
+0.3366192432,0.1742207102,1
+-0.9942917461,-0.2089590237,2
+-0.8172290744,0.9402252119,1
+2.9249185521,-1.3867622662,1
+1.4760221679,1.4477442816,1
+-2.9344432093,-0.3482001173,2
+-1.9138200112,-0.5076645236,2
+-0.6295798687,-1.0236549771,2
+-3.2932964541,-0.4326968448,2
+0.5179765113,0.9122750615,1
+0.9807550972,1.9683989447,1
+2.2704252504,-0.2161579447,1
+2.6759645776,1.7311170583,1
+0.3233098057,-0.5403075719,2
+2.4818735407,1.7083879647,1
+0.5035211609,0.765190401,1
+0.1379538335,-0.6502487854,2
+1.041106878,1.5890557772,1
+0.8123849936,-0.9364207885,2
+1.3347573427,-0.3409996223,1
+-0.3141163195,-0.484107412,2
+-0.6164605434,-1.5817547889,2
+-0.1823144129,-2.316192561,2
+1.3841410138,1.658367525,1
+-1.4484043589,0.4745507948,2
+1.1078966502,1.1045242759,1
+3.9398211601,1.7794654767,1
+-0.0772979509,0.5717278267,1
+-0.4946919508,-1.2538087386,2
+1.4194030282,2.1348596379,1
+0.0079728965,-1.3146951771,2
+-3.3195673265,-0.3099383345,2
+-2.2614739888,-1.5875040328,2
+1.1282449447,1.2068501364,1
+0.0723717931,3.3188993283,1
+0.5701316091,2.0307554023,1
+1.6790266369,2.9961686597,1
+-1.0323026055,0.6410417416,2
+0.2185955197,1.6499840165,1
+0.7091266141,-0.145048004,1
+2.7317008021,1.5121005184,1
+2.6013459816,1.0378325899,1
+-1.4503403624,-1.9000159695,2
+2.5462907332,-0.8201998522,1
+1.6106626422,-0.6336326915,1
+1.8929742914,0.7471695069,1
+-1.9642356626,-0.1053476204,2
+-0.5375341257,-1.2119315854,1
+0.3290196838,0.1710964791,2
+-1.7333554696,-2.8211926291,2
+0.3690953975,0.6660386507,1
+-0.7801115758,0.1552570116,2
+-0.6484394361,1.7536742314,1
+-0.4076900859,-0.7447297986,2
+2.3258919241,0.9853493859,1
+0.885440885,1.395591421,1
+-2.7281194712,-1.3910632124,2
+0.4111154564,0.9458223738,1
+-1.5571251779,-0.9924610406,2
+2.0477404722,2.5727353355,1
+0.0560285901,0.1933525584,2
+-0.7003868165,-0.0143192954,2
+0.6148525302,1.4486436075,1
+-1.1468112569,-0.4870963921,2
+1.6739035562,1.8765651029,1
+-0.1884110809,-0.5180101189,2
+2.7560832559,0.601976809,1
+-2.2173999624,-0.0349814593,2
+-0.6227271378,-0.4420464057,2
+-0.741292367,-1.484480278,2
+-2.7232493364,-1.371494859,2
+0.7882423664,0.0665466109,1
+0.4477535328,-0.5200590038,1
+-0.1678906665,0.6746697262,1
+1.2497174169,1.8693297111,1
+-1.3924392249,2.4901992557,1
+2.072541199,1.6124646927,1
+0.4946636493,-0.1306746205,2
+0.2513726819,-1.7522161753,2
+-0.0865705017,-2.4942361978,2
+-0.7523008259,-1.4602714119,2
+1.1606687899,1.158040047,1
+-1.1135968404,-1.4087352331,2
+0.2394182856,2.0342142617,1
+-0.791852806,-0.590034027,2
+1.7513504383,0.3798222252,1
+-2.3085070434,0.4484574725,2
+-1.2501612009,-1.6730784169,2
+0.6610382416,-0.2191762447,1
+-0.6966024981,-0.7635635093,2
+-1.862461138,-0.5601024788,2
+1.9601203818,-0.6919445629,1
+0.4983395902,0.9332211387,1
+2.2701476976,-0.7830426505,1
+0.4884688064,1.1556008319,1
+2.2091339261,0.7952049315,1
+0.6637494939,0.4404792183,1
+-0.3528875769,-2.0659307353,2
+-0.7226687126,-1.1588323983,2
+0.9087483456,-0.041684957,1
+2.494835878,2.5319283939,1
+-0.8158781264,-0.3110358973,2
+1.4255518568,2.7855481999,1
+-1.1422191653,-0.5870641005,2
+0.5938759652,1.7953592654,1
+3.2084473201,3.7031239438,1
+0.7886822015,-0.6928409307,1
+1.1438043823,-1.0955787438,1
+-0.6686644994,-2.0440224723,2
+-0.8262259726,0.0131175782,2
+0.4289400255,-2.4073931138,2
+-2.1689961378,0.6801031778,2
+-1.3475976666,0.3324558378,2
+-2.137254151,1.3534517853,2
+0.3076091749,-1.0487003756,1
+1.4934573901,0.0964270028,1
+-0.1549984357,-0.1830071377,2
+3.8478250535,0.8971315397,1
+-0.4976039593,-0.110222538,2
+0.7053900651,-0.0916155493,1
+-0.0046586594,1.4643390662,1
+-0.5948420866,-0.8663139057,2
+1.9277156911,1.1200237966,1
+-1.4280175338,0.2714285426,2
+-0.7326857104,-1.5269555386,2
+1.2445234764,1.3516676941,1
+-1.4004791451,-2.2707714928,2
+-0.2198930964,-1.1572782747,2
+-2.4298293514,-2.664421628,2
+1.0238033975,-1.661803849,2
+-0.9459153801,-0.9186696801,2
+-0.5733823608,-0.0658975413,2
+1.1074526384,0.6997311283,1
+-2.3255689215,-0.9412555302,2
+1.5905903208,2.0784715851,1
+0.8852714228,-0.5869129511,1
+-0.02213347,0.9844307433,1
+-0.6170963775,-1.0297066964,2
+-0.9493383796,2.1136518371,1
+0.5357402291,-1.0424896696,2
+0.0994789087,0.1208963395,1
+0.8765528244,-0.8901471684,1
+2.8521615593,0.3602171472,1
+-2.4482092542,0.1835132154,2
+0.6779437746,0.9570364948,2
+1.8071262759,2.420233672,1
+-0.2835832842,-1.8367471506,2
+-3.1892532779,-0.9697568716,2
+0.7576717381,1.9945009569,1
+-0.3942879813,0.5631715685,1
+0.2914540846,0.0812823342,1
+1.4386137069,0.9392448062,1
+0.1166310803,0.0553267069,1
+2.0877691035,-0.6495666952,1
+1.0489247951,0.1177527554,1
+-2.5866040729,0.4647617391,2
+-0.1442374857,-0.1984381487,2
+-1.6029936715,-0.6995616382,2
+-2.0369558224,-1.1675116001,2
+2.1833647931,0.5300050978,1
+1.3178220511,0.8867337985,1
+1.4938874588,1.2515026385,1
+-0.6837178282,0.8344397962,2
+0.3023323685,1.1317959008,1
+1.0180159109,0.9120449034,1
+0.8206942279,1.4182810177,1
+0.3499123127,2.1360780474,1
+-2.6917360714,0.633144014,2
+1.4784294185,1.4719252434,1
+-1.6671377105,-1.7584421373,2
+0.3180810306,-0.5570965724,2
+-0.01553667,-1.0391419988,2
+0.7014649731,0.3138131611,1
+-0.6750526444,-2.3842202366,2
+1.9290288039,1.8450692918,1
+0.715457786,1.7645659499,1
+4.0224756073,0.9991048469,1
+-0.4353451567,-1.7184340002,2
+-1.0933658955,-1.270128304,2
+1.0551751136,0.0133858425,1
+0.9613466646,0.4322925938,1
+2.3090097436,0.8906443833,1
+0.2433264195,-0.9286999488,2
+-0.8642539773,-1.0667616264,2
+-1.158853744,-0.4155631897,2
+1.5893797332,-1.3152313146,1
+0.403882572,3.1219401677,1
+-0.9433493307,0.8275757455,2
+0.8138030764,1.4384222082,1
+-2.4167443258,-2.4074262412,2
+-1.5633113487,-0.2172808352,2
+-2.1088106888,-3.3653647899,2
+1.9403674234,2.4257734512,1
+-0.1725120736,1.9396941995,1
+-1.1200882538,-2.3348284942,2
+-1.9712370045,-0.2821299283,2
+1.0948009995,0.9106765035,1
+-1.4733077805,-0.8262856661,2
+3.3518914346,0.7813496023,1
+-1.3320314314,-0.7267549384,2
+-0.2497986699,0.0600067276,2
+-0.614631761,-1.7801154846,2
+1.6790202267,-2.0430420938,1
+2.0235641706,2.6401537136,1
+0.5142885192,-1.0252551577,1
+-0.1334788765,1.4576187252,1
+-0.3363805542,-0.9591847003,2
+0.0738776399,1.354151282,1
+2.3652663923,2.1739344941,1
+-2.0935318482,-0.9896037091,2
+-1.5643189274,1.4542169371,1
+-0.0580635821,0.0376839387,1
+-1.5174405926,-0.7695565319,2
+2.8992525377,0.9206948072,1
+1.823985914,1.6837919576,1
+2.5731321865,1.7699586891,1
+-0.3139320415,0.6436117751,1
+2.114677136,-0.269188035,1
+-1.6079884492,-2.1764635337,2
+-0.1330889521,-1.8333144722,2
+-2.9434503393,-0.7652296285,2
+-0.0158341003,-1.7478969528,2
+0.6978140459,1.1021144408,1
+-1.1863317802,0.1823408601,2
+2.3245131915,0.5245988942,1
+-0.6363517751,-0.3346865816,2
+1.1007369698,0.803196228,1
+-0.1765744516,-1.3634702394,2
+0.1110822744,0.530586194,1
+-0.3315017319,1.051235446,1
+0.0836075937,-1.4873279229,2
+0.4234178174,0.0587730845,2
+1.4996410615,0.9739868565,1
+0.9921654569,1.6499544988,1
+2.4198030575,2.601308246,1
+-0.8510966688,-0.4912605536,2
+1.3894462041,-0.5587765084,1
+1.1181503535,-0.2802356029,1
+-0.2475498876,-1.3774391917,2
+-0.1719351424,1.8812232136,1
+0.5368855942,0.6816973009,1
+0.7996472439,0.7033852688,1
+-0.6198940566,1.4459992233,1
+1.772125121,1.0458522026,1
+-0.7839061749,-0.9812207645,2
+0.2903786908,0.7817984837,1
+1.3510048169,2.099695616,1
+-0.8273714599,-1.0808904502,2
+-1.7045708245,-0.6736043302,2
+1.0634485533,1.4940324245,1
+-1.7582364509,-0.6766923009,2
+-0.4641290223,-0.7013679001,2
+-2.3903869928,-2.0544733128,2
+-0.838238812,1.2756113109,2
+-0.1548549615,-0.4842177378,2
+1.2042531781,-0.2260833557,1
+0.2210285439,2.6297674544,1
+-0.0846451313,0.765887752,1
+-2.6226571993,0.4700225338,2
+-0.5437422334,-0.0387306773,2
+1.1840732874,0.7156084408,1
+-0.9420236429,-0.9415219773,2
+1.6921157146,0.2107268085,1
+-0.3662375733,-0.9220825116,1
+1.5392092811,0.1219796414,1
+-0.3219320472,1.05935032,1
+-1.2812886697,-1.3541349704,2
+-3.1049468808,-0.2679599585,2
+-0.6176047349,0.6830704467,1
+-1.7237318807,-2.1455678043,2
+-0.6932589639,-1.8587110795,2
+1.2255961989,-1.382909688,1
+-0.064283959,-0.1307531758,2
+1.4424048532,1.5033257005,1
+-0.5454809671,-0.7565444737,2
+0.0379260421,1.1208897891,1
+-2.1324652222,-0.6035139117,2
+0.3996730179,0.3634132832,1
+-0.77506105,-0.3327638843,1
+-1.0917141883,-0.9446261695,2
+-1.2326257339,-1.4979534177,2
+0.4868907296,1.459119334,1
+1.1855885862,1.6854713162,1
+-2.4316231105,-2.1781326189,2
+-0.8986447875,-0.5589872469,1
+1.5712372284,2.2706896681,1
+0.0243739502,-0.1955806708,1
+0.1235238014,-0.1554391156,1
+0.554753818,1.0016672843,1
+0.2256702008,-0.3651024607,1
+2.2313094966,1.3721530263,1
+2.0280788957,0.2442291471,1
+1.0501034025,2.3284032108,1
+0.7896178592,-0.5563601961,1
+0.3869311647,1.7274665263,1
+1.995449253,0.5955459655,1
+-0.7607258407,1.0916512409,2
+-0.7871788103,-1.443352083,2
+-0.4963031566,-0.0468637099,1
+-0.1223066509,-1.5769473157,2
+0.3965615006,1.0499192653,1
+1.3414922015,0.7794119291,1
+1.0497093744,0.3311012742,1
+2.317627146,0.9019802596,1
+2.3494569404,1.1558468815,1
+2.3025748709,-1.4611342904,1
+-1.0871397869,-2.582298078,2
+-1.1135489685,-2.6641990531,2
+1.0963360519,1.8164822962,1
+-0.5112423878,-1.2685491847,2
+-1.0296187668,-1.2133214116,2
+-0.3268151119,2.4611726119,1
+0.1100120785,-0.1176700052,1
+-2.0903346926,1.1507083411,2
+-1.6675893372,-1.2535716452,2
+2.2947032866,-0.461036843,1
+-1.0913394476,-1.9016345613,2
+-0.3300567944,-1.290502903,2
+0.9111679298,1.5500474158,1
+1.9512279675,0.7692599959,1
+-0.8161596368,0.111978946,1
+-1.4680151354,-2.0860650348,2
+-1.0853845753,-0.3211699551,2
+-0.6230805016,-1.1236197263,2
+0.769492969,1.2886178065,1
+0.7923489226,0.8318268726,1
+2.1301539948,-0.4795414127,1
+-0.3755735267,-0.0024666038,2
+-1.3270013062,-0.8866157491,2
+0.9355746917,2.5308908832,1
+-0.3091167065,0.7340249333,2
+-2.6199573353,-0.8553107085,2
+1.8476920265,0.7568746827,1
+0.3694709277,-3.5299620407,2
+-1.5935978308,-1.0155833081,2
+-0.9458146647,-1.1514694716,2
+-2.5386871803,0.4468128457,2
+0.8801069665,0.3856325625,1
+1.2636303429,2.1051034889,1
+-1.7581248148,-1.7192822868,2
+0.8992171215,0.6011797408,1
+0.0681625619,1.2829393455,1
+0.9076839395,1.7998628479,1
+0.7606144783,0.840103721,1
+-0.5027718231,0.0741049164,2
+1.7494474173,2.6078476757,1
+0.6544467004,-1.2434152277,2
+1.8470752375,-0.1687596062,1
+-1.4088624147,-1.0799428615,2
+-1.186337594,0.0223083947,2
+2.7352856206,0.4062853701,1
+-2.1879133008,-0.9508305061,2
+-1.1183682735,-0.4093405165,2
+1.3929786001,-1.2825839626,2
+0.6229102618,0.3242094633,1
+-0.190763198,0.7884101114,1
+-0.7177498499,-0.1562947986,2
+-0.2658079049,-0.5088396075,1
+-0.4244078612,0.0833588293,1
+0.7845290859,0.244467501,1
+-2.1855873652,-2.4137313062,2
+-1.4623598187,-1.7063934856,2
+0.2581628084,1.6399089284,2
+0.9670435007,-2.2484564007,2
+-1.7075813696,-2.4764454704,2
+-1.433946525,-2.1346249899,2
+-0.7431331864,-1.494830993,2
+-0.0451852924,-0.4019096044,1
+0.9806587232,1.8422674637,1
+-2.0484305114,-1.1704323745,2
+0.1823904427,-0.5315396166,1
+-1.1202456852,-1.7076305362,2
+0.9115486101,0.7472618607,1
+-0.1836182146,-0.9085776865,2
+-1.4048787038,0.0400077727,2
+-0.4335822137,-1.2036685332,2
+-2.708630336,-2.6008226804,2
+-0.7327910201,-0.5634970031,2
+-0.1543387636,-1.5398247192,2
+0.9420816675,-0.1084201414,1
+-1.1429673766,0.1365853259,2
+0.5982814854,-0.0345437265,1
+-0.8541595597,0.1705664324,2
+-0.1740814488,-1.1552780515,2
+-0.0611622917,-0.050952021,2
+-0.7644790551,-0.2693744148,2
+-1.5043624914,-1.2006153525,2
+2.7306576386,3.0014011022,1
+1.98216471,1.5744229263,1
+-1.9247981102,-1.6649255004,2
+-0.7944491842,-1.2124926867,2
+-2.6396496492,-1.1898888282,2
+-0.6262523412,2.3321826479,1
+-1.818657952,0.2949554795,2
+-0.9668757719,0.5288985229,2
+0.4354523054,2.931407097,1
+2.2280147053,1.3158077496,1
+1.0844556289,-0.9133704441,2
+-0.0907952995,0.050233668,2
+2.2603875813,1.6392181772,1
+-0.1389738299,-0.3369831477,2
+2.0935220281,0.8591395861,1
+3.4617705502,2.3107283725,1
+0.3059695863,1.596774867,1
+-2.1980231416,0.0533032837,2
+3.6159393264,0.8851476728,1
+-1.5748683426,-1.0020666817,2
+-2.2995243942,-1.9033801964,2
+-0.0521095985,1.8615165838,1
+-0.2519690085,-2.2682308055,2
+-1.5404736098,-2.3536178967,2
+0.6001102612,2.2714249002,1
+-1.3073258502,-3.7127526251,2
+-0.0865134445,-0.3955599317,2
+-1.0580360197,-2.2000973218,2
+-0.1205018975,0.0583861394,2
+1.0852416004,1.3015623132,1
+2.1541634745,1.0778120656,1
+1.8166451751,1.5623090741,1
+1.5163687778,1.2465488984,1
+-0.280695748,-1.5345019958,2
+-0.8337113586,-0.1700585442,1
+0.89235373,1.1388577734,1
+0.6155666935,0.4919234263,1
+-2.5551168802,-0.3831307572,2
+1.1801979717,-0.1042212929,1
+-0.3837781302,-2.6216715404,2
+-0.4289426625,-0.5509645229,2
+0.3062729604,2.3384678575,1
+1.3564475919,1.2696354753,1
+-0.6040313947,-1.2939595554,2
+2.8290589816,0.9802839421,1
+-0.1183010648,2.1823657386,1
+-0.3107952012,-1.5625751869,2
+0.6587619946,1.0586710721,1
+1.247209467,0.9535873678,1
+-0.1325437019,1.0877719845,1
+-1.8791863637,0.0853210618,2
+-0.545245168,1.4403912189,1
+-1.0907576441,-0.8549877865,2
+1.2087682664,-0.5809363528,1
+0.743740562,0.9498753561,1
+-1.851208813,-0.4082224072,2
+-0.3900468217,-0.6887715322,2
+-0.0783343625,-1.9481289928,2
+-1.276425001,-1.6496673047,2
+2.4124094393,0.2954579512,1
+-0.2997567081,0.0076038007,1
+1.7122971105,1.9294497903,1
+-0.2040666769,-0.0846079957,2
+0.1601237175,1.8281673589,1
+1.5782061323,0.4019523136,1
+-0.3134590377,-1.1630867501,2
+2.1745613892,1.4445759489,1
+1.3775669144,1.9101336375,1
+0.1176919138,0.9710409882,1
+0.4598219751,0.6736297002,1
+0.5063773797,-1.3140241354,1
+2.0080194763,0.7972872568,1
+0.4033107074,0.2158123713,1
+-2.1616799945,-0.551129147,2
+-0.4953121658,-1.4604014282,2
+1.8621805552,1.6141907363,1
+1.1154663478,-1.232243503,2
+-0.1900233506,-1.8103377217,2
+0.9912846656,-1.1385825371,1
+-0.8384283205,-1.8734003135,2
+0.083967555,1.40913666,1
+3.2069338249,0.5354122557,1
+0.2213937122,1.3627846849,1
+-0.873842973,-3.5166554121,2
+1.7693887824,1.1379587033,1
+-0.5524613148,0.7700371446,1
+-0.0386422299,-1.3006608611,2
+-0.6939116067,0.0746307816,2
+-1.1501567399,-0.6655736982,2
+-0.5353631333,-0.8162423303,2
+-1.4708045907,1.0148013147,2
+-1.2588771831,0.789682458,1
+-0.3299466074,-0.2974214805,2
+0.5449220373,0.6538727837,1
+2.5314321008,0.4634933734,1
+-1.8574803758,-0.1517921957,2
+1.684151975,0.8518890594,1
+1.5628193597,0.2722273653,1
+0.9531157077,0.6731106936,1
+-0.1456072422,0.8170382464,1
+-0.8121295915,-0.5166931287,2
+-2.3309973101,-0.9858678392,2
+-1.7632437779,-0.8764935129,2
+0.2743546417,2.8374513459,1
+0.2491197783,-2.7640587611,2
+-2.6109650075,-1.3610444467,2
+-1.8584041771,-1.1043629298,2
+-2.3592851441,-2.37535545,2
+1.3974176188,3.5969630677,1
+-0.4963800783,-1.5255660673,2
+2.7504224,2.0287564512,1
+-1.7413581573,-1.5349858211,2
+0.6593184851,-1.7695625991,2
+1.5047666875,-0.0015750916,1
+1.218973365,-0.054943623,1
+-0.2103942888,-3.6665705409,2
+-1.9844124017,-0.2143456801,2
+-1.2132423576,-1.4274736845,2
+0.337356137,1.1816722496,1
+1.1572705054,-1.2968272446,2
+-1.8005668338,-0.7926897405,2
+-0.9145063713,-1.910539798,2
+1.4996672481,0.7767734968,1
+-3.2391810097,-0.5202280541,2
+1.637272851,1.4463692944,1
+-2.9102553527,-1.0543850632,2
+-0.5907654922,-2.6335932596,2
+-0.7733233992,1.6098662126,1
+0.335344846,1.6388997178,1
+1.0915714509,2.7030367013,1
+0.3045804991,-0.6809572222,1
+-0.2199220539,1.3058438373,1
+2.8808599373,0.8785359554,1
+1.2152732542,2.2423116056,1
+0.9916253597,-0.8198822453,2
+-1.6725955638,-2.2348327372,2
+0.5088707142,0.3043537786,1
+2.9470143984,1.5590175576,1
+1.0537337302,0.1262679449,1
+-1.0325009469,-3.2648809746,2
+2.201044501,2.8612484229,1
+0.3610734947,1.3436556196,1
+-0.3263407769,1.7864331181,1
+1.3610046512,0.2283171588,1
+0.5473319849,0.6738924724,1
+0.856158153,-1.1113827067,1
+-0.479700871,0.6619004718,2
+-2.5823394366,-0.2515604762,2
+-2.5684917277,-1.9623426675,2
+0.171219705,-0.754618933,2
+-0.9845420425,-0.4239698261,2
+0.0202919583,-1.9912923259,2
+0.8462000344,0.035166859,1
+-0.4557866509,-0.3890530999,2
+1.4523596681,1.4437547153,1
+-1.8030138047,-0.1933628275,2
+2.2255458174,0.7494276612,1
+-0.1395022169,-1.4752693239,2
+1.1715701841,1.9933791891,1
+0.9811633685,1.4836903256,1
+1.3193169589,-0.4565043915,2
+-0.6506515149,-1.202268178,1
+0.0044603775,-0.8283932555,1
+2.6978292106,0.531022906,1
+0.8281987918,0.8116815073,1
+-0.7319506984,1.9039741412,1
+0.6199819574,1.2022081856,1
+-0.3680856999,-1.6650436471,2
+2.1645221062,-0.0197691884,1
+1.4997839767,3.3634199766,1
+-1.6018144971,-0.0945615151,2
+-0.5403952989,1.4675960778,1
+2.6230723755,1.9974213288,1
+0.9722089513,0.8612597604,1
+-1.5955814599,-2.076740088,2
+-1.5291097298,-1.7131926093,2
+1.9152642705,-0.062706926,1
+-2.4229993189,1.5927184601,2
+0.6572592656,-0.1625363369,1
+2.2552628578,0.2708453783,1
+1.5595059214,1.4509549598,1
+-0.5416285134,-1.2910708352,2
+1.2010571003,-0.693692378,1
+0.2835873983,1.2446702514,1
+-1.1118618628,-2.0280685826,2
+0.1560188882,-0.3005698586,1
+1.8120682867,-0.1142570069,1
+1.4023758603,2.2339294801,1
+0.5298239208,0.8438064331,1
+2.1545513314,1.5241311957,1
+2.4911230281,0.4413321077,1
+0.0211640392,-1.0765682252,2
+-0.0207989882,-1.1903304057,2
+-1.4946109483,0.8820545459,2
+2.0714708421,4.0083697668,1
+-0.2049746932,1.6171448587,1
+2.0217972683,-0.1330604946,1
+2.4212242519,0.5819106553,1
+-0.6146349557,-1.0133742754,2
+-1.0926086474,-0.6873488576,2
+0.4630837617,0.0656136891,1
+-2.3191683442,-0.5388505852,2
+-1.224419268,-0.4365087681,2
+-1.1597878368,-1.3189606844,2
+0.193344826,-0.5848867558,2
+-2.0860847419,-2.8511768264,2
+0.88791998,1.0843885753,1
+-1.423286149,-0.2983919759,2
+-1.3381733688,-1.4784228694,2
+-0.3397298465,-1.6471190609,2
+1.0382140905,0.7506916049,1
+-0.9002053733,0.7904549571,2
+-0.5400009811,-1.3592436399,2
+-2.5682417506,-1.1146356315,2
+0.8919273062,-0.3269252843,1
+-0.8825774968,-0.0153537901,2
+0.7127825592,0.5184555889,1
+-0.1948818847,0.5381238592,2
+-0.4405022144,-0.1652914203,1
+-1.8078492368,1.4859674464,1
+-2.2069629488,-2.6111511584,2
+-0.530376416,0.4082476493,2
+2.7590120266,1.2987988163,1
+0.5633577794,0.0502694342,2
+-2.4180878737,-0.3730231329,2
+0.1594511172,2.8523317,1
+2.0808845954,2.9448499427,1
+-1.0057316374,-2.1967431693,2
+-0.5462059469,-0.3408291576,2
+1.7286227082,0.2231410238,1
+0.0724763178,-1.2111472828,2
+0.6391383785,-2.3171909723,2
+1.1322162918,1.0468553239,1
+1.0288187267,-0.3882305312,1
+-3.0006343584,-1.6939841924,2
+-0.2195303393,-1.0088488126,2
+-1.1358543214,-1.7307897537,2
+-0.4010073435,1.0062066099,1
+-0.8791241756,-0.003351239,2
+-0.5530414676,-1.4747161661,2
+-2.3225585172,-0.6110535741,2
+0.4668981625,0.7089362003,1
+1.1417590115,1.2524384074,1
+-2.1798232942,-0.7465682292,2
+-0.9720616021,-0.3247214157,2
+1.0686368899,1.2841737042,1
+0.5744599763,-2.6211748903,2
+0.3134094289,-2.3271986231,2
+0.2540396175,2.1951671814,1
+0.7306912553,-1.7453460704,2
+-0.3125599089,-0.7303970593,2
+-2.7625253478,-1.1048966692,2
+-2.0122839142,-0.8589493721,2
+-1.8198759443,0.9426813062,2
+0.8415803928,-0.3819207836,1
+0.4514328246,2.3147008531,1
+-2.2170988033,-0.6019232755,2
+-0.2512502421,1.1705028816,1
+2.3229930501,0.2890737167,1
+1.1727779834,1.9377382303,1
+-0.8583660544,-0.5716605236,2
+-1.0487414665,-0.814826788,2
+-0.2404685181,-2.0270799676,2
+-0.4632111182,-0.0805230056,2
+-0.6479108235,-1.3366756729,2
+3.4459957739,0.6242447482,1
+0.52467593,2.1558321376,1
+1.8408475692,1.6603455111,1
+0.2923264608,-1.5763750507,2
+-0.7353410932,-0.4507882731,2
+-2.3004755483,-1.8605162022,2
+-1.418304589,-0.2346050424,2
+-0.4670469476,-1.8056915164,2
+0.4606714361,-0.8123469847,1
+-0.7957335232,0.7035411293,2
+-1.5259151724,-1.3856927691,2
+1.5477825629,1.6641658717,1
+0.3545111476,-2.1313494656,2
+-1.7064990321,-1.1402893705,2
+-2.1671595596,-0.3387589215,2
+-1.6581542375,0.0042544605,2
+0.8883539323,1.6708052922,1
+-1.7224416358,-0.4166957021,2
+-0.2854322889,0.7679397771,1
+0.746485424,-0.6187669301,2
+0.4607903738,1.7503552734,1
+1.9485998713,-0.3384549362,1
+0.0497507628,0.8056079729,1
+0.5831683772,0.2981628561,1
+1.4132349928,-0.3657386406,1
+-1.1722762969,0.186066954,2
+-0.20006919,0.1323693165,2
+1.5037418025,0.7141282046,1
+1.1197388122,0.3147279443,1
+-1.257266252,0.0670553184,2
+-2.3362800632,-0.9556921444,2
+0.1998295756,0.2449056782,1
+-2.1735033875,-1.453917037,2
+-1.1684919567,-3.1105197611,2
+1.0087969342,0.6542701347,1
+1.6452402648,3.2588642217,1
+-1.5832572671,-1.320359691,2
+0.1455544081,0.1434726768,1
diff --git a/artificial/2sp2glob.arff b/artificial/2sp2glob.arff
new file mode 100644
index 0000000..71965eb
--- /dev/null
+++ b/artificial/2sp2glob.arff
@@ -0,0 +1,2013 @@
+% Dataset from: http://lasid.sor.ufscar.br/2sp2globBPCollection/
+%
+% Jane Piantoni, Katti Faceli, Tiemi C. Sakata, Julio C. Pereira and Marcílio C. P. de Souto.
+% Impact of Base Partitions on Multi-objective and Traditional Ensemble Clustering Algorithms.
+% Accepted for 22nd International Conference on Neural Information Processing (ICONIP2015). Author's version.
+%
+@RELATION 2sp2glob
+
+@ATTRIBUTE x REAL
+@ATTRIBUTE y REAL
+@ATTRIBUTE class {1,2,3,4}
+
+@DATA
+10.5,9,1
+10.56717,9.268445,1
+8.27532,11.38221,1
+8.227458,11.37764,1
+8.179511,11.37211,1
+8.1315,11.36561,1
+8.083443,11.35814,1
+8.035361,11.3497,1
+7.98727,11.34027,1
+7.9392,11.32987,1
+7.89116,11.31848,1
+7.84317,11.30611,1
+10.57166,9.29981,1
+7.79526,11.29275,1
+7.74744,11.2784,1
+7.69974,11.26305,1
+7.65217,11.24672,1
+7.60476,11.22939,1
+7.55752,11.21107,1
+7.51048,11.19176,1
+7.46366,11.17146,1
+7.41707,11.15017,1
+7.37075,11.12789,1
+10.57552,9.331439,1
+7.3247,11.10463,1
+7.27896,11.08039,1
+7.23353,11.05516,1
+7.18845,11.02896,1
+7.14373,11.00179,1
+7.09939,10.97365,1
+7.05546,10.94454,1
+7.01195,10.91448,1
+6.96888,10.88347,1
+6.92628,10.85151,1
+10.57873,9.363319,1
+6.88417,10.81862,1
+6.84256,10.78479,1
+6.80148,10.75003,1
+6.76095,10.71436,1
+6.72098,10.67778,1
+6.6816,10.64031,1
+6.64282,10.60194,1
+6.60467,10.56269,1
+6.56716,10.52257,1
+6.53032,10.48159,1
+10.58131,9.395437,1
+6.49417,10.43975,1
+6.45871,10.39709,1
+6.42398,10.35359,1
+6.38998,10.30928,1
+6.35675,10.26417,1
+6.32429,10.21826,1
+6.29262,10.17159,1
+6.26177,10.12415,1
+6.23175,10.07596,1
+6.20257,10.02704,1
+10.58323,9.42778,1
+6.17426,9.977395,1
+6.14683,9.927051,1
+6.1203,9.876019,1
+6.09468,9.824315,1
+6.06999,9.771955,1
+6.04624,9.718957,1
+6.02345,9.665337,1
+6.00164,9.611113,1
+5.98082,9.556302,1
+5.96101,9.500922,1
+10.58448,9.460335,1
+5.94221,9.444993,1
+5.92444,9.388533,1
+5.90772,9.331561,1
+5.89206,9.274096,1
+5.87747,9.216158,1
+5.86397,9.157767,1
+5.85155,9.0989439,1
+5.84025,9.0397087,1
+5.83006,8.9800824,1
+5.821,8.9200863,1
+10.58508,9.493089,1
+5.81308,8.859742,1
+5.80631,8.79907,1
+5.8007,8.738094,1
+5.79626,8.676835,1
+5.79299,8.615316,1
+5.7909,8.553559,1
+5.79001,8.491588,1
+5.79032,8.429425,1
+5.79183,8.367093,1
+5.79456,8.304617,1
+10.58499,9.526028,1
+5.79851,8.242019,1
+5.80368,8.179323,1
+5.81007,8.116554,1
+5.81771,8.053736,1
+5.82658,7.99089,1
+5.83669,7.92805,1
+5.84805,7.86523,1
+5.86065,7.80246,1
+5.87451,7.73976,1
+5.88962,7.67716,1
+10.58422,9.559137,1
+5.90598,7.61468,1
+5.92359,7.55235,1
+5.94245,7.49019,1
+5.96257,7.42824,1
+5.98395,7.3665,1
+6.00657,7.30502,1
+6.03044,7.24381,1
+6.05556,7.1829,1
+6.08192,7.12231,1
+6.10953,7.06207,1
+10.50973,9.0284611,1
+10.58277,9.592403,1
+6.13837,7.00221,1
+6.16844,6.94275,1
+6.19974,6.88372,1
+6.23226,6.82513,1
+6.266,6.76703,1
+6.30095,6.70942,1
+6.33711,6.65234,1
+6.37445,6.59582,1
+6.41299,6.53986,1
+6.4527,6.48451,1
+10.58062,9.625812,1
+6.49359,6.42979,1
+6.53563,6.37571,1
+6.57882,6.32231,1
+6.62316,6.26961,1
+6.66862,6.21763,1
+6.7152,6.1664,1
+6.76289,6.11593,1
+6.81167,6.06626,1
+6.86153,6.01741,1
+6.91245,5.9694,1
+10.57777,9.659349,1
+6.96443,5.92225,1
+7.01744,5.87599,1
+7.07148,5.83063,1
+7.12652,5.7862,1
+7.18256,5.74273,1
+7.23957,5.70023,1
+7.29754,5.65873,1
+7.35644,5.61824,1
+7.41628,5.57878,1
+7.47701,5.54039,1
+10.57421,9.692999,1
+7.53864,5.50307,1
+7.60113,5.46685,1
+7.66446,5.43174,1
+7.72863,5.39778,1
+7.7936,5.36496,1
+7.85936,5.33332,1
+7.92588,5.30287,1
+7.99315,5.27363,1
+8.061141,5.24561,1
+8.129829,5.21884,1
+10.56995,9.726748,1
+8.199194,5.19332,1
+8.269213,5.16908,1
+8.339861,5.14613,1
+8.411116,5.12449,1
+8.482952,5.10416,1
+8.555346,5.08517,1
+8.628272,5.06753,1
+8.701706,5.05125,1
+8.775621,5.03635,1
+8.849993,5.02283,1
+10.56497,9.760581,1
+8.9247947,5.01071,1
+9,5,1
+9.0755822,4.99071,1
+9.151515,4.98286,1
+9.22777,4.97644,1
+9.30432,4.97148,1
+9.381139,4.96797,1
+9.458197,4.96594,1
+9.535467,4.96538,1
+9.61292,4.9663,1
+10.55926,9.794483,1
+9.690529,4.96871,1
+9.768263,4.97262,1
+9.846095,4.97803,1
+9.923996,4.98495,1
+10.00193,4.99338,1
+10.07988,5.00332,1
+10.15781,5.01478,1
+10.23569,5.02776,1
+10.31349,5.04227,1
+10.39119,5.0583,1
+10.55283,9.828439,1
+10.46874,5.07586,1
+10.54612,5.09494,1
+10.62331,5.11555,1
+10.70027,5.13768,1
+10.77696,5.16134,1
+10.85337,5.18652,1
+10.92946,5.21322,1
+11.0052,5.24144,1
+11.08056,5.27117,1
+11.15551,5.30241,1
+10.54567,9.862433,1
+11.23002,5.33515,1
+11.30406,5.36939,1
+11.37759,5.40512,1
+11.4506,5.44234,1
+11.52305,5.48103,1
+11.59491,5.5212,1
+11.66615,5.56283,1
+11.73673,5.6059,1
+11.80664,5.65043,1
+11.87585,5.69638,1
+10.53778,9.896449,1
+11.94431,5.74375,1
+12.01201,5.79254,1
+12.07891,5.84272,1
+12.14499,5.89429,1
+12.21021,5.94723,1
+12.27456,6.00152,1
+12.33799,6.05716,1
+12.40049,6.11413,1
+12.46203,6.17241,1
+12.52257,6.23199,1
+10.51892,9.0572891,1
+10.52916,9.930473,1
+12.5821,6.29285,1
+12.64058,6.35497,1
+12.69798,6.41833,1
+12.75429,6.48292,1
+12.80948,6.54872,1
+12.86351,6.61571,1
+12.91638,6.68386,1
+12.96804,6.75316,1
+13.01848,6.82359,1
+13.06767,6.89512,1
+10.51979,9.964488,1
+13.11558,6.96774,1
+13.1622,7.04142,1
+13.20751,7.11613,1
+13.25147,7.19185,1
+13.29407,7.26857,1
+13.33529,7.34625,1
+13.3751,7.42487,1
+13.41348,7.5044,1
+13.45041,7.58483,1
+13.48588,7.66611,1
+10.50968,9.998479,1
+13.51986,7.74823,1
+13.55234,7.83116,1
+13.58329,7.91487,1
+13.61271,7.99933,1
+13.64056,8.084511,1
+13.66683,8.170391,1
+13.69152,8.256936,1
+13.7146,8.344118,1
+13.73605,8.431907,1
+13.75587,8.520271,1
+10.49883,10.03243,1
+13.77403,8.609181,1
+13.79053,8.698606,1
+13.80535,8.788513,1
+13.81848,8.878873,1
+13.8299,8.9696524,1
+13.83962,9.0608196,1
+13.84761,9.152342,1
+13.85386,9.244187,1
+13.85837,9.336322,1
+13.86113,9.428714,1
+10.48723,10.06632,1
+13.86213,9.521329,1
+13.86136,9.614133,1
+13.85882,9.707093,1
+13.8545,9.800175,1
+13.84838,9.893344,1
+13.84048,9.986567,1
+13.83079,10.07981,1
+13.81929,10.17304,1
+13.806,10.26621,1
+13.7909,10.3593,1
+10.47488,10.10015,1
+13.77399,10.45227,1
+13.75528,10.54508,1
+13.73477,10.63771,1
+13.71244,10.73011,1
+13.68832,10.82225,1
+13.66239,10.91409,1
+13.63466,11.0056,1
+13.60514,11.09674,1
+13.57382,11.18748,1
+13.54071,11.27779,1
+10.46179,10.13388,1
+13.50583,11.36762,1
+13.46916,11.45694,1
+13.43073,11.54573,1
+13.39054,11.63393,1
+13.34859,11.72152,1
+13.30489,11.80847,1
+13.25946,11.89473,1
+13.21231,11.98028,1
+13.16344,12.06507,1
+13.11287,12.14908,1
+10.44794,10.16751,1
+13.06061,12.23227,1
+13.00667,12.3146,1
+12.95107,12.39605,1
+12.89381,12.47658,1
+12.83493,12.55616,1
+12.77442,12.63474,1
+12.71231,12.71231,1
+12.64862,12.78883,1
+12.58335,12.86426,1
+12.51654,12.93857,1
+10.43334,10.20101,1
+12.4482,13.01173,1
+12.37835,13.08372,1
+12.307,13.1545,1
+12.23419,13.22403,1
+12.15993,13.29229,1
+12.08424,13.35925,1
+12.00715,13.42488,1
+11.92867,13.48915,1
+11.84885,13.55203,1
+11.76768,13.61349,1
+10.41799,10.23438,1
+11.68522,13.67351,1
+11.60147,13.73206,1
+11.51647,13.7891,1
+11.43024,13.84462,1
+11.34281,13.89859,1
+11.2542,13.95098,1
+11.16446,14.00176,1
+11.07359,14.05092,1
+10.98165,14.09843,1
+10.88864,14.14426,1
+10.52755,9.0864734,1
+10.40189,10.2676,1
+10.79462,14.1884,1
+10.69959,14.23081,1
+10.60361,14.27148,1
+10.50669,14.31039,1
+10.40888,14.34752,1
+10.3102,14.38284,1
+10.2107,14.41634,1
+10.11039,14.44799,1
+10.00932,14.47779,1
+9.907515,14.50571,1
+10.38504,10.30064,1
+9.80502,14.53173,1
+9.701866,14.55584,1
+9.598089,14.57803,1
+9.493724,14.59827,1
+9.388808,14.61656,1
+9.283378,14.63288,1
+9.177471,14.64721,1
+9.0711238,14.65955,1
+8.9643746,14.66989,1
+8.857261,14.67821,1
+10.36744,10.3335,1
+8.749821,14.6845,1
+8.642094,14.68875,1
+8.534118,14.69096,1
+8.425931,14.69112,1
+8.317573,14.68922,1
+8.209084,14.68525,1
+8.100502,14.67921,1
+7.99187,14.67109,1
+7.88322,14.66089,1
+7.7746,14.64861,1
+10.34909,10.36615,1
+7.66605,14.63424,1
+7.5576,14.61778,1
+7.4493,14.59923,1
+7.34119,14.5786,1
+7.2333,14.55587,1
+7.12569,14.53105,1
+7.01838,14.50415,1
+6.91143,14.47517,1
+6.80486,14.4441,1
+6.69872,14.41096,1
+10.32999,10.39858,1
+6.59306,14.37575,1
+6.4879,14.33848,1
+6.3833,14.29915,1
+6.27929,14.25777,1
+6.17591,14.21435,1
+6.0732,14.16889,1
+5.9712,14.12142,1
+5.86996,14.07193,1
+5.76951,14.02044,1
+5.66988,13.96696,1
+10.31015,10.43078,1
+5.57113,13.91151,1
+5.47329,13.8541,1
+5.37639,13.79474,1
+5.28049,13.73346,1
+5.1856,13.67025,1
+5.09178,13.60515,1
+4.99906,13.53817,1
+4.90748,13.46933,1
+4.81708,13.39864,1
+4.72789,13.32614,1
+10.28956,10.46272,1
+4.63995,13.25183,1
+4.55329,13.17574,1
+4.46796,13.09789,1
+4.38398,13.0183,1
+4.3014,12.93701,1
+4.22024,12.85402,1
+4.14055,12.76938,1
+4.06235,12.68309,1
+3.98568,12.5952,1
+3.91057,12.50572,1
+10.26823,10.49439,1
+3.83705,12.41469,1
+3.76517,12.32213,1
+3.69494,12.22807,1
+3.6264,12.13254,1
+3.55958,12.03557,1
+3.4945,11.93719,1
+3.43121,11.83744,1
+3.36972,11.73634,1
+3.31007,11.63394,1
+3.25229,11.53025,1
+10.24616,10.52577,1
+3.19639,11.42532,1
+3.14241,11.31918,1
+3.09037,11.21187,1
+3.0403,11.10342,1
+2.99222,10.99386,1
+2.94616,10.88324,1
+2.90213,10.77159,1
+2.86017,10.65895,1
+2.82029,10.54536,1
+2.78252,10.43085,1
+10.22336,10.55685,1
+2.74687,10.31546,1
+2.71336,10.19924,1
+2.68202,10.08222,1
+2.65286,9.964448,1
+2.62589,9.845959,1
+2.60114,9.726795,1
+2.57863,9.606999,1
+2.55835,9.486611,1
+2.54034,9.365675,1
+2.5246,9.244232,1
+10.53562,9.116003,1
+10.19983,10.58761,1
+2.51115,9.122326,1
+10.17557,10.61803,1
+10.15059,10.6481,1
+10.12489,10.6778,1
+10.09848,10.70712,1
+10.07136,10.73603,1
+10.04353,10.76452,1
+10.01502,10.79258,1
+9.985813,10.82018,1
+9.955926,10.84732,1
+10.54312,9.145868,1
+9.925365,10.87398,1
+9.894136,10.90014,1
+9.86225,10.92578,1
+9.829712,10.95089,1
+9.796533,10.97546,1
+9.762721,10.99946,1
+9.728287,11.02289,1
+9.693238,11.04573,1
+9.657587,11.06797,1
+9.621342,11.08958,1
+10.55003,9.176056,1
+9.584515,11.11055,1
+9.547118,11.13088,1
+9.509161,11.15055,1
+9.470656,11.16954,1
+9.431615,11.18783,1
+9.392052,11.20542,1
+9.351978,11.2223,1
+9.311406,11.23844,1
+9.270351,11.25384,1
+9.228825,11.26849,1
+10.55635,9.206556,1
+9.186843,11.28237,1
+9.144418,11.29546,1
+9.101566,11.30777,1
+9.0583018,11.31927,1
+9.0146397,11.32995,1
+8.9705955,11.33982,1
+8.9261847,11.34884,1
+8.881423,11.35702,1
+8.836328,11.36434,1
+8.790914,11.3708,1
+10.56207,9.237356,1
+8.745199,11.37638,1
+8.6992,11.38108,1
+8.652934,11.38488,1
+8.606418,11.38778,1
+8.55967,11.38977,1
+8.512708,11.39085,1
+8.465549,11.391,1
+8.418212,11.39021,1
+8.370716,11.38849,1
+8.323079,11.38583,1
+15.48885,8.877674,2
+7.5,9,2
+7.49027,8.9715389,2
+7.48108,8.9427109,2
+7.47245,8.9135266,2
+7.46438,8.883997,2
+7.45688,8.854132,2
+7.44997,8.823944,2
+7.44365,8.793444,2
+7.43793,8.762644,2
+7.43283,8.731555,2
+7.42834,8.70019,2
+7.42448,8.668561,2
+7.42127,8.636681,2
+7.41869,8.604563,2
+7.41677,8.57222,2
+7.41552,8.539665,2
+7.41492,8.506911,2
+7.41501,8.473972,2
+7.41578,8.440863,2
+7.41723,8.407597,2
+7.41938,8.374188,2
+7.42223,8.340651,2
+7.42579,8.307001,2
+7.43005,8.273252,2
+7.43503,8.239419,2
+7.44074,8.205517,2
+7.44717,8.171561,2
+7.45433,8.137567,2
+7.46222,8.103551,2
+7.47084,8.069527,2
+7.48021,8.035512,2
+7.49032,8.001521,2
+7.50117,7.96757,2
+7.51277,7.93368,2
+7.52512,7.89985,2
+7.53821,7.86612,2
+7.55206,7.83249,2
+7.56666,7.79899,2
+7.58201,7.76562,2
+7.59811,7.7324,2
+7.61496,7.69936,2
+7.63256,7.6665,2
+7.65091,7.63385,2
+7.67001,7.60142,2
+7.68985,7.56922,2
+7.71044,7.53728,2
+7.73177,7.50561,2
+7.75384,7.47423,2
+7.77664,7.44315,2
+7.80017,7.41239,2
+7.82443,7.38197,2
+7.84941,7.3519,2
+7.87511,7.3222,2
+7.90152,7.29288,2
+7.92864,7.26397,2
+7.95647,7.23548,2
+7.98498,7.20742,2
+8.014187,7.17982,2
+8.044074,7.15268,2
+8.074635,7.12602,2
+8.105864,7.09986,2
+8.13775,7.07422,2
+8.170288,7.04911,2
+8.203467,7.02454,2
+8.237279,7.00054,2
+8.271713,6.97711,2
+8.306762,6.95427,2
+8.342413,6.93203,2
+8.378658,6.91042,2
+8.415485,6.88945,2
+8.452882,6.86912,2
+8.490839,6.84945,2
+8.529344,6.83046,2
+8.568385,6.81217,2
+8.607948,6.79458,2
+8.648022,6.7777,2
+8.688594,6.76156,2
+8.729649,6.74616,2
+8.771175,6.73151,2
+8.813157,6.71763,2
+8.855582,6.70454,2
+8.898434,6.69223,2
+8.9416982,6.68073,2
+8.9853603,6.67005,2
+9.0294045,6.66018,2
+9.0738153,6.65116,2
+9.118577,6.64298,2
+9.163672,6.63566,2
+9.209086,6.6292,2
+9.254801,6.62362,2
+9.3008,6.61892,2
+9.347066,6.61512,2
+9.393582,6.61222,2
+9.44033,6.61023,2
+9.487292,6.60915,2
+9.534451,6.609,2
+9.581788,6.60979,2
+9.629284,6.61151,2
+9.676921,6.61417,2
+9.72468,6.61779,2
+9.772542,6.62236,2
+9.820489,6.62789,2
+9.8685,6.63439,2
+9.916557,6.64186,2
+9.964639,6.6503,2
+10.01273,6.65973,2
+10.0608,6.67013,2
+10.10884,6.68152,2
+10.15683,6.69389,2
+10.20474,6.70725,2
+10.25256,6.7216,2
+10.30026,6.73695,2
+10.34783,6.75328,2
+10.39524,6.77061,2
+10.44248,6.78893,2
+10.48952,6.80824,2
+10.53634,6.82854,2
+10.58293,6.84983,2
+10.62925,6.87211,2
+10.6753,6.89537,2
+10.72104,6.91961,2
+10.76647,6.94484,2
+10.81155,6.97104,2
+10.85627,6.99821,2
+10.90061,7.02635,2
+10.94454,7.05546,2
+10.98805,7.08552,2
+11.03112,7.11653,2
+11.07372,7.14849,2
+11.11583,7.18138,2
+11.15744,7.21521,2
+11.19852,7.24997,2
+11.23905,7.28564,2
+11.27902,7.32222,2
+11.3184,7.35969,2
+11.35718,7.39806,2
+11.39533,7.43731,2
+11.43284,7.47743,2
+11.46968,7.51841,2
+11.50583,7.56025,2
+11.54129,7.60291,2
+11.57602,7.64641,2
+11.61002,7.69072,2
+11.64325,7.73583,2
+11.67571,7.78174,2
+11.70738,7.82841,2
+11.73823,7.87585,2
+11.76825,7.92404,2
+11.79743,7.97296,2
+11.82574,8.022605,2
+11.85317,8.072949,2
+11.8797,8.123981,2
+11.90532,8.175685,2
+11.93001,8.228045,2
+11.95376,8.281043,2
+11.97655,8.334663,2
+11.99836,8.388887,2
+12.01918,8.443698,2
+12.03899,8.499078,2
+12.05779,8.555007,2
+12.07556,8.611467,2
+12.09228,8.668439,2
+12.10794,8.725904,2
+12.12253,8.783842,2
+12.13603,8.842233,2
+12.14845,8.9010561,2
+12.15975,8.9602913,2
+12.16994,9.0199176,2
+12.179,9.0799137,2
+12.18692,9.140258,2
+12.19369,9.20093,2
+12.1993,9.261906,2
+12.20374,9.323165,2
+12.20701,9.384684,2
+12.2091,9.446441,2
+12.20999,9.508412,2
+12.20968,9.570575,2
+12.20817,9.632907,2
+12.20544,9.695383,2
+12.20149,9.757981,2
+12.19632,9.820677,2
+12.18993,9.883446,2
+12.18229,9.946264,2
+12.17342,10.00911,2
+12.16331,10.07195,2
+12.15195,10.13477,2
+12.13935,10.19754,2
+12.12549,10.26024,2
+12.11038,10.32284,2
+12.09402,10.38532,2
+12.07641,10.44765,2
+12.05755,10.50981,2
+12.03743,10.57176,2
+12.01605,10.6335,2
+11.99343,10.69498,2
+11.96956,10.75619,2
+11.94444,10.8171,2
+11.91808,10.87769,2
+11.89047,10.93793,2
+11.86163,10.99779,2
+11.83156,11.05725,2
+11.80026,11.11628,2
+11.76774,11.17487,2
+11.734,11.23297,2
+11.69905,11.29058,2
+11.66289,11.34766,2
+11.62555,11.40418,2
+11.58701,11.46014,2
+11.5473,11.51549,2
+11.50641,11.57021,2
+11.46437,11.62429,2
+11.42118,11.67769,2
+11.37684,11.73039,2
+11.33138,11.78237,2
+11.2848,11.8336,2
+11.23711,11.88407,2
+11.18833,11.93374,2
+11.13847,11.98259,2
+11.08755,12.0306,2
+11.03557,12.07775,2
+10.98256,12.12401,2
+10.92852,12.16937,2
+10.87348,12.2138,2
+10.81744,12.25727,2
+10.76043,12.29977,2
+10.70246,12.34127,2
+10.64356,12.38176,2
+10.58372,12.42122,2
+10.52299,12.45961,2
+10.46136,12.49693,2
+10.39887,12.53315,2
+10.33554,12.56826,2
+10.27137,12.60222,2
+10.2064,12.63504,2
+10.14064,12.66668,2
+10.07412,12.69713,2
+10.00685,12.72637,2
+9.938859,12.75439,2
+9.870171,12.78116,2
+9.800806,12.80668,2
+9.730787,12.83092,2
+9.660139,12.85387,2
+9.588884,12.87551,2
+9.517048,12.89584,2
+9.444654,12.91483,2
+9.371728,12.93247,2
+9.298294,12.94875,2
+9.224379,12.96365,2
+9.150007,12.97717,2
+9.0752053,12.98929,2
+9,13,2
+8.9244178,13.00929,2
+8.848485,13.01714,2
+8.77223,13.02356,2
+8.69568,13.02852,2
+8.618861,13.03203,2
+8.541803,13.03406,2
+8.464533,13.03462,2
+8.38708,13.0337,2
+8.309471,13.03129,2
+8.231737,13.02738,2
+8.153905,13.02197,2
+8.076004,13.01505,2
+7.99807,13.00662,2
+7.92012,12.99668,2
+7.84219,12.98522,2
+7.76431,12.97224,2
+7.68651,12.95773,2
+7.60881,12.9417,2
+7.53126,12.92414,2
+7.45388,12.90506,2
+7.37669,12.88445,2
+7.29973,12.86232,2
+7.22304,12.83866,2
+7.14663,12.81348,2
+7.07054,12.78678,2
+6.9948,12.75856,2
+6.91944,12.72883,2
+6.84449,12.69759,2
+6.76998,12.66485,2
+6.69594,12.63061,2
+6.62241,12.59488,2
+6.5494,12.55766,2
+6.47695,12.51897,2
+6.40509,12.4788,2
+6.33385,12.43717,2
+6.26327,12.3941,2
+6.19336,12.34957,2
+6.12415,12.30362,2
+6.05569,12.25625,2
+5.98799,12.20746,2
+5.92109,12.15728,2
+5.85501,12.10571,2
+5.78979,12.05277,2
+5.72544,11.99848,2
+5.66201,11.94284,2
+5.59951,11.88587,2
+5.53797,11.82759,2
+5.47743,11.76801,2
+5.4179,11.70715,2
+5.35942,11.64503,2
+5.30202,11.58167,2
+5.24571,11.51708,2
+5.19052,11.45128,2
+5.13649,11.38429,2
+5.08362,11.31614,2
+5.03196,11.24684,2
+4.98152,11.17641,2
+4.93233,11.10488,2
+4.88442,11.03226,2
+4.8378,10.95858,2
+4.79249,10.88387,2
+4.74853,10.80815,2
+4.70593,10.73143,2
+4.66471,10.65375,2
+4.6249,10.57513,2
+4.58652,10.4956,2
+4.54959,10.41517,2
+4.51412,10.33389,2
+4.48014,10.25177,2
+4.44766,10.16884,2
+4.41671,10.08513,2
+4.38729,10.00067,2
+4.35944,9.915489,2
+4.33317,9.829609,2
+4.30848,9.743064,2
+4.2854,9.655882,2
+4.26395,9.568093,2
+4.24413,9.479729,2
+4.22597,9.390819,2
+4.20947,9.301394,2
+4.19465,9.211487,2
+4.18152,9.121127,2
+4.1701,9.0303476,2
+4.16038,8.9391804,2
+4.15239,8.847658,2
+4.14614,8.755813,2
+4.14163,8.663678,2
+4.13887,8.571286,2
+4.13787,8.478671,2
+4.13864,8.385867,2
+4.14118,8.292907,2
+4.1455,8.199825,2
+4.15162,8.106656,2
+4.15952,8.013433,2
+4.16921,7.92019,2
+4.18071,7.82696,2
+4.194,7.73379,2
+4.2091,7.6407,2
+4.22601,7.54773,2
+4.24472,7.45492,2
+4.26523,7.36229,2
+4.28756,7.26989,2
+4.31168,7.17775,2
+4.33761,7.08591,2
+4.36534,6.9944,2
+4.39486,6.90326,2
+4.42618,6.81252,2
+4.45929,6.72221,2
+4.49417,6.63238,2
+4.53084,6.54306,2
+4.56927,6.45427,2
+4.60946,6.36607,2
+4.65141,6.27848,2
+4.69511,6.19153,2
+4.74054,6.10527,2
+4.78769,6.01972,2
+4.83656,5.93493,2
+4.88713,5.85092,2
+4.93939,5.76773,2
+4.99333,5.6854,2
+5.04893,5.60395,2
+5.10619,5.52342,2
+5.16507,5.44384,2
+5.22558,5.36526,2
+5.28769,5.28769,2
+5.35138,5.21117,2
+5.41665,5.13574,2
+5.48346,5.06143,2
+5.5518,4.98827,2
+5.62165,4.91628,2
+5.693,4.8455,2
+5.76581,4.77597,2
+5.84007,4.70771,2
+5.91576,4.64075,2
+5.99285,4.57512,2
+6.07133,4.51085,2
+6.15115,4.44797,2
+6.23232,4.38651,2
+6.31478,4.32649,2
+6.39853,4.26794,2
+6.48353,4.2109,2
+6.56976,4.15538,2
+6.65719,4.10141,2
+6.7458,4.04902,2
+6.83554,3.99824,2
+6.92641,3.94908,2
+7.01835,3.90157,2
+7.11136,3.85574,2
+7.20538,3.8116,2
+7.30041,3.76919,2
+7.39639,3.72852,2
+7.49331,3.68961,2
+7.59112,3.65248,2
+7.6898,3.61716,2
+7.7893,3.58366,2
+7.88961,3.55201,2
+7.99068,3.52221,2
+8.092485,3.49429,2
+8.19498,3.46827,2
+8.298134,3.44416,2
+8.401911,3.42197,2
+8.506276,3.40173,2
+8.611192,3.38344,2
+8.716622,3.36712,2
+8.822529,3.35279,2
+8.9288762,3.34045,2
+9.0356254,3.33011,2
+9.142739,3.32179,2
+9.250179,3.3155,2
+9.357906,3.31125,2
+9.465882,3.30904,2
+9.574069,3.30888,2
+9.682427,3.31078,2
+9.790916,3.31475,2
+9.899498,3.32079,2
+10.00813,3.32891,2
+10.11678,3.33911,2
+10.2254,3.35139,2
+10.33395,3.36576,2
+10.4424,3.38222,2
+10.5507,3.40077,2
+10.65881,3.4214,2
+10.7667,3.44413,2
+10.87431,3.46895,2
+10.98162,3.49585,2
+11.08857,3.52483,2
+11.19514,3.5559,2
+11.30128,3.58904,2
+11.40694,3.62425,2
+11.5121,3.66152,2
+11.6167,3.70085,2
+11.72071,3.74223,2
+11.82409,3.78565,2
+11.9268,3.83111,2
+12.0288,3.87858,2
+12.13004,3.92807,2
+12.23049,3.97956,2
+12.33012,4.03304,2
+12.42887,4.08849,2
+12.52671,4.1459,2
+12.62361,4.20526,2
+12.71951,4.26654,2
+12.8144,4.32975,2
+12.90822,4.39485,2
+13.00094,4.46183,2
+13.09252,4.53067,2
+13.18292,4.60136,2
+13.27211,4.67386,2
+13.36005,4.74817,2
+13.44671,4.82426,2
+13.53204,4.90211,2
+13.61602,4.9817,2
+13.6986,5.06299,2
+13.77976,5.14598,2
+13.85945,5.23062,2
+13.93765,5.31691,2
+14.01432,5.4048,2
+14.08943,5.49428,2
+14.16295,5.58531,2
+14.23483,5.67787,2
+14.30506,5.77193,2
+14.3736,5.86746,2
+14.44042,5.96443,2
+14.5055,6.06281,2
+14.56879,6.16256,2
+14.63028,6.26366,2
+14.68993,6.36606,2
+14.74771,6.46975,2
+14.80361,6.57468,2
+14.85759,6.68082,2
+14.90963,6.78813,2
+14.9597,6.89658,2
+15.00778,7.00614,2
+15.05384,7.11676,2
+15.09787,7.22841,2
+15.13983,7.34105,2
+15.17971,7.45464,2
+15.21748,7.56915,2
+15.25313,7.68454,2
+15.28664,7.80076,2
+15.31798,7.91778,2
+15.34714,8.035552,2
+15.37411,8.154041,2
+15.39886,8.273205,2
+15.42137,8.393001,2
+15.44165,8.513389,2
+15.45966,8.634325,2
+15.4754,8.755768,2
+14.29941,18.77622,3
+14.5442,20.9298,3
+14.89883,20.537864,3
+14.9972,19.90037,3
+15.03476,22.5142,3
+15.06473,18.05734,3
+15.12837,21.7738,3
+15.20833,17.96302,3
+15.26354,19.35719,3
+15.45628,21.41967,3
+15.46181,19.21133,3
+15.93968,19.0222,3
+15.97508,17.5066,3
+16.01461,21.68956,3
+16.01974,18.08608,3
+16.053,18.00537,3
+16.24733,20.084538,3
+16.26346,23.21831,3
+16.32725,17.92529,3
+16.32809,20.489812,3
+16.33682,23.46469,3
+16.47812,21.05784,3
+16.63223,19.2118,3
+16.64753,20.736836,3
+16.6556,22.50484,3
+16.72367,20.9531,3
+16.7373,16.68021,3
+16.76099,19.587865,3
+16.77514,22.0369,3
+16.819,21.07131,3
+16.99292,20.653,3
+17.02971,18.87287,3
+17.0527,19.80743,3
+17.09796,22.8213,3
+17.13004,21.1593,3
+17.17426,17.6251,3
+17.20778,21.1383,3
+17.26121,20.210771,3
+17.31178,18.64545,3
+17.33143,22.7899,3
+17.36509,18.92244,3
+17.37925,19.62061,3
+17.38257,19.17887,3
+17.41415,21.70093,3
+17.48031,21.9881,3
+17.5129,20.8462,3
+17.5448,22.8073,3
+17.54768,19.483798,3
+17.55912,21.3093,3
+17.56037,17.43744,3
+17.589,19.155281,3
+17.59675,23.84042,3
+17.60396,16.9724,3
+17.64603,17.75314,3
+17.65181,20.1107,3
+17.69311,18.83601,3
+17.69731,20.835235,3
+17.7101,20.839717,3
+17.72973,20.306941,3
+17.73785,19.846141,3
+17.75209,16.08833,3
+17.75956,21.4657,3
+17.77822,20.531497,3
+17.81506,21.0113,3
+17.85164,18.72041,3
+17.85308,21.8564,3
+17.89023,20.8653,3
+17.9359,21.2468,3
+17.95025,19.01558,3
+18.01811,22.2674,3
+18.02328,18.30484,3
+18.05832,19.042813,3
+18.05847,20.3676,3
+18.08036,24.15421,3
+18.08143,19.07972,3
+18.08406,19.340682,3
+18.08781,20.560012,3
+18.09619,18.88197,3
+18.0989,20.66383,3
+18.1282,20.879153,3
+18.13225,22.45794,3
+18.1386,23.56708,3
+18.16667,19.820606,3
+18.16955,21.48903,3
+18.19389,18.90625,3
+18.20558,19.484573,3
+18.21115,19.239301,3
+18.21722,18.42833,3
+18.23879,21.1334,3
+18.24842,21.1528,3
+18.28369,20.741,3
+18.28868,20.7998,3
+18.29085,18.95119,3
+18.30347,24.2,3
+18.31506,19.809389,3
+18.31892,25.96364,3
+18.33172,19.49956,3
+18.33788,20.6478,3
+18.34355,18.43812,3
+18.36956,14.51626,3
+18.37654,19.99168,3
+18.39089,24.39831,3
+18.39652,20.628,3
+18.40325,19.3973,3
+18.42405,20.6107,3
+18.4267,18.07759,3
+18.46368,24.89733,3
+18.48097,22.79274,3
+18.48256,21.9894,3
+18.49379,17.00692,3
+18.51032,17.58483,3
+18.54127,19.01643,3
+18.54294,20.160673,3
+18.57621,16.24717,3
+18.60551,17.66689,3
+18.6171,18.61834,3
+18.64639,19.205802,3
+18.65312,19.9333,3
+18.66583,22.2909,3
+18.66645,19.368777,3
+18.67728,18.97541,3
+18.70459,17.31196,3
+18.71678,21.8564,3
+18.72517,20.0699,3
+18.72524,19.77471,3
+18.75975,21.4334,3
+18.76979,22.52925,3
+18.81742,19.818654,3
+18.82704,19.71721,3
+18.83215,22.65515,3
+18.83644,19.129671,3
+18.843,19.83488,3
+18.85321,19.302556,3
+18.86335,18.55101,3
+18.87379,21.42625,3
+18.87648,22.6208,3
+18.88127,16.65154,3
+18.88836,22.0262,3
+18.90042,21.74366,3
+18.91569,20.9864,3
+18.92914,23.09118,3
+18.93028,20.711426,3
+18.95763,19.16465,3
+18.96158,17.41695,3
+18.98836,22.67381,3
+18.99322,18.54642,3
+19.019355,17.56484,3
+19.021964,19.55965,3
+19.028316,18.63478,3
+19.036866,18.5293,3
+19.038083,15.90238,3
+19.044163,23.4598,3
+19.050039,22.1505,3
+19.054166,21.0138,3
+19.05557,22.3045,3
+19.073099,22.51597,3
+19.073205,20.2335,3
+19.09482,20.397938,3
+19.103153,22.50616,3
+19.108184,19.16533,3
+19.114652,20.9521,3
+19.119889,18.88475,3
+19.137013,19.108242,3
+19.143876,22.6846,3
+19.15479,21.4484,3
+19.169656,19.48598,3
+19.199692,18.14481,3
+19.202882,17.95629,3
+19.203218,18.74937,3
+19.223746,21.29345,3
+19.246173,17.10096,3
+19.248004,21.5251,3
+19.284668,19.17189,3
+19.292354,18.5557,3
+19.30098,21.59945,3
+19.316095,19.65549,3
+19.321352,18.55418,3
+19.322409,18.81219,3
+19.325826,17.94722,3
+19.336837,21.87645,3
+19.354905,15.69896,3
+19.36206,20.0672,3
+19.366933,16.7962,3
+19.370761,24.57638,3
+19.388985,16.61313,3
+19.390111,20.546299,3
+19.405756,22.4896,3
+19.409809,18.20674,3
+19.410005,20.2247,3
+19.414218,18.86227,3
+19.438152,21.55678,3
+19.439667,20.858254,3
+19.458553,21.2129,3
+19.466223,20.430775,3
+19.468231,16.35919,3
+19.488519,21.0022,3
+19.491617,19.588508,3
+19.522103,20.9808,3
+19.554767,18.98485,3
+19.57216,19.97796,3
+19.587552,18.29518,3
+19.587897,17.90307,3
+19.603438,19.02468,3
+19.6319,18.39594,3
+19.651621,18.5548,3
+19.664074,16.46188,3
+19.69294,17.01766,3
+19.702667,19.34092,3
+19.712151,16.83593,3
+19.718258,21.1186,3
+19.721155,23.66315,3
+19.733615,21.1934,3
+19.752671,19.541416,3
+19.795084,21.0078,3
+19.797516,18.13487,3
+19.809559,20.3843,3
+19.832518,18.64784,3
+19.832664,20.0242,3
+19.835573,21.8221,3
+19.848483,21.3069,3
+19.857087,21.9601,3
+19.861825,17.91574,3
+19.873429,18.5235,3
+19.882431,17.94299,3
+19.882575,18.71643,3
+19.9084262,17.84639,3
+19.9403232,17.62843,3
+19.941657,17.91009,3
+19.9435918,18.06453,3
+19.9469072,23.36721,3
+19.9574147,18.12865,3
+19.9656706,22.1436,3
+20.0137885,20.163522,3
+20.0161873,21.4468,3
+20.0382496,21.20784,3
+20.044982,21.47624,3
+20.055897,19.56236,3
+20.0641878,15.79399,3
+20.0697859,18.9049,3
+20.0977617,19.99777854,3
+20.0982961,19.610772,3
+20.0986743,22.80905,3
+20.103919,18.89752,3
+20.111725,16.10775,3
+20.115591,21.4972,3
+20.118,19.1039,3
+20.129431,20.0423,3
+20.143813,19.171185,3
+20.149926,20.937712,3
+20.151017,21.4409,3
+20.173674,22.8203,3
+20.176966,18.64468,3
+20.181473,17.76579,3
+20.211303,17.33775,3
+20.246919,18.00032,3
+20.252376,21.2236,3
+20.274399,16.21882,3
+20.284952,19.429979,3
+20.291194,17.60402,3
+20.294615,20.230682,3
+20.29915,19.706661,3
+20.305172,17.94509,3
+20.306727,21.3151,3
+20.315268,22.3404,3
+20.331542,20.0528963,3
+20.344276,18.3663,3
+20.375385,16.51805,3
+20.387304,19.99741451,3
+20.398389,19.642686,3
+20.421025,18.76629,3
+20.422706,19.036338,3
+20.423447,17.45734,3
+20.423797,23.77624,3
+20.435796,21.7885,3
+20.446128,18.3331,3
+20.447505,18.90247,3
+20.473845,20.0556,3
+20.482585,18.84522,3
+20.489532,19.46746,3
+20.498508,19.339428,3
+20.523157,17.88523,3
+20.540118,21.46692,3
+20.541564,19.863422,3
+20.544097,18.02255,3
+20.556434,18.95105,3
+20.562473,20.2794,3
+20.567737,18.01767,3
+20.580467,21.60392,3
+20.584487,15.495,3
+20.590331,14.37577,3
+20.615186,20.799779,3
+20.624812,19.293385,3
+20.627504,20.256616,3
+20.668548,18.90637,3
+20.67713,19.50936,3
+20.684455,20.4285,3
+20.689115,22.7764,3
+20.697787,19.63589,3
+20.70711,21.79833,3
+20.713283,19.231662,3
+20.721291,23.4869,3
+20.742897,19.05421,3
+20.757549,18.718,3
+20.757968,19.41313,3
+20.763979,16.57029,3
+20.76448,17.08952,3
+20.786088,18.09545,3
+20.801202,20.97,3
+20.865686,18.15951,3
+20.904897,24.59742,3
+20.920658,17.79629,3
+20.921941,21.457,3
+20.929372,20.3065,3
+20.930836,22.1133,3
+20.946746,21.9691,3
+20.948187,20.406594,3
+20.965632,22.9415,3
+20.968859,19.87595,3
+20.974215,19.08707,3
+20.976487,19.82648,3
+20.980346,19.69457,3
+20.980895,19.812977,3
+20.985972,20.940161,3
+21.01521,18.88586,3
+21.02853,18.14145,3
+21.02982,23.1379,3
+21.05236,19.77875,3
+21.05393,16.00194,3
+21.05895,22.20231,3
+21.05938,20.7663,3
+21.0609,22.88025,3
+21.0652,19.861746,3
+21.06578,17.02501,3
+21.07188,22.9116,3
+21.07244,20.1226,3
+21.08527,20.2897,3
+21.09397,19.448675,3
+21.10125,19.98357,3
+21.11414,17.79035,3
+21.1219,21.2286,3
+21.14147,17.98681,3
+21.16651,19.154147,3
+21.17534,16.86204,3
+21.19688,18.43324,3
+21.22061,19.536851,3
+21.22922,19.17825,3
+21.25544,20.671,3
+21.28836,19.32739,3
+21.29352,18.30542,3
+21.29928,19.74252,3
+21.30293,17.96546,3
+21.30804,19.745137,3
+21.32246,20.3718,3
+21.33856,17.82382,3
+21.34216,17.28412,3
+21.35238,22.91938,3
+21.35246,21.5091,3
+21.35585,17.61936,3
+21.37317,18.87189,3
+21.37416,20.540669,3
+21.38634,17.94254,3
+21.41234,20.747235,3
+21.41767,21.2921,3
+21.42369,16.35965,3
+21.42659,20.623314,3
+21.43314,19.75471,3
+21.45507,19.76387,3
+21.47313,18.58878,3
+21.51073,22.1335,3
+21.51926,20.881006,3
+21.56401,17.07156,3
+21.58543,20.66701,3
+21.60139,19.11191,3
+21.60785,18.23435,3
+21.6145,20.0142848,3
+21.62292,22.12185,3
+21.64738,21.9501,3
+21.64786,15.05082,3
+21.66291,18.18913,3
+21.66351,20.8277,3
+21.67624,21.177,3
+21.68609,17.13071,3
+21.69217,23.6969,3
+21.69253,16.79159,3
+21.69668,16.34806,3
+21.7047,19.94791,3
+21.70931,19.025978,3
+21.71136,23.1241,3
+21.72788,22.00609,3
+21.74525,19.098493,3
+21.74836,19.95608,3
+21.76609,20.397725,3
+21.76759,20.3342,3
+21.76779,18.00182,3
+21.77339,21.8911,3
+21.78654,22.9312,3
+21.79883,19.702795,3
+21.80111,17.35151,3
+21.81456,23.6427,3
+21.82018,19.406543,3
+21.84335,17.38666,3
+21.85227,21.55483,3
+21.86134,20.271685,3
+21.87579,15.6514,3
+21.89757,18.44515,3
+21.91166,23.75135,3
+21.92524,17.1356,3
+21.95767,18.30251,3
+21.96057,19.407017,3
+21.98257,18.74544,3
+21.98478,18.01522,3
+21.99612,20.1973,3
+21.99764,15.18513,3
+22.02086,17.9558,3
+22.04614,21.6187,3
+22.06028,19.478645,3
+22.08441,21.41718,3
+22.10267,20.1316,3
+22.1115,20.5354,3
+22.13601,18.63677,3
+22.16128,23.5563,3
+22.17171,21.96665,3
+22.17365,20.0752,3
+22.17931,20.713023,3
+22.18976,22.5286,3
+22.20366,16.71961,3
+22.2268,20.3585,3
+22.22788,18.4567,3
+22.22844,19.442985,3
+22.25385,19.005257,3
+22.26371,23.58627,3
+22.26779,20.246726,3
+22.31196,17.64072,3
+22.31897,19.74396,3
+22.3451,17.09493,3
+22.34761,20.5459,3
+22.36387,20.8444,3
+22.38231,21.2592,3
+22.39786,19.78454,3
+22.4235,22.4953,3
+22.42675,21.4808,3
+22.44129,20.9938,3
+22.44855,16.85154,3
+22.45822,21.33695,3
+22.46635,23.75131,3
+22.48833,21.8771,3
+22.53725,18.44885,3
+22.5541,23.3272,3
+22.63574,22.82448,3
+22.64226,20.528999,3
+22.66418,20.533,3
+22.67074,20.240761,3
+22.67731,18.9268,3
+22.70363,21.31153,3
+22.7052,24.6477,3
+22.70825,19.82367,3
+22.72925,18.89874,3
+22.72948,22.17736,3
+22.77044,20.8145,3
+22.77334,22.22719,3
+22.80243,16.52139,3
+22.8698,18.06393,3
+22.90405,19.06242,3
+22.90639,22.41441,3
+22.92563,21.1238,3
+22.92646,23.6779,3
+22.94512,17.10243,3
+22.95228,20.8289,3
+22.95895,19.99118,3
+23.0096,21.44264,3
+23.05168,23.53295,3
+23.05779,20.7905,3
+23.06442,19.86266,3
+23.06757,19.9699128,3
+23.0764,20.1784,3
+23.12756,23.2453,3
+23.16388,20.0926,3
+23.16782,21.6729,3
+23.21458,22.2709,3
+23.29796,20.354752,3
+23.34069,17.39739,3
+23.37413,17.67697,3
+23.43157,19.312043,3
+23.43302,20.6813,3
+23.48752,19.0566,3
+23.52054,20.6916,3
+23.60324,17.74057,3
+23.60818,24.0723,3
+23.62686,22.8166,3
+23.68804,21.07546,3
+23.85955,20.389026,3
+23.91511,21.83205,3
+23.9813,19.72535,3
+24.04703,19.66569,3
+24.33944,16.13639,3
+24.38608,20.9294,3
+24.39452,18.90047,3
+24.43748,19.64634,3
+25.17095,21.8551,3
+25.52147,22.5317,3
+23.76444,32.87711,4
+24.18748,26.78161,4
+24.78822,30.942808,4
+25.1908,30.7109,4
+25.37289,31.2321,4
+25.40527,33.0609,4
+25.53483,30.4752,4
+25.77656,29.034158,4
+25.77874,31.14418,4
+25.79292,27.62026,4
+25.7992,34.34671,4
+25.8071,29.740553,4
+25.80939,30.567642,4
+25.85567,30.804827,4
+25.88257,26.80295,4
+25.92695,32.86353,4
+25.98352,29.070521,4
+26.0314,29.3301,4
+26.08146,30.995985,4
+26.09359,31.5285,4
+26.12132,29.9187041,4
+26.1381,26.06332,4
+26.16308,30.742657,4
+26.1787,30.707323,4
+26.254,28.27339,4
+26.30942,30.389838,4
+26.3125,33.07961,4
+26.35618,28.76665,4
+26.36656,32.0772,4
+26.46028,28.17373,4
+26.5212,27.42879,4
+26.52392,26.79413,4
+26.53131,29.24825,4
+26.60602,30.4298,4
+26.65601,30.9838,4
+26.67838,30.0168515,4
+26.68833,29.05672,4
+26.71656,30.67455,4
+26.76808,30.471571,4
+26.81022,28.22929,4
+26.81934,30.0890129,4
+26.82371,27.21379,4
+26.83641,28.54696,4
+26.84372,30.977867,4
+26.88615,33.26866,4
+26.91596,26.8957,4
+26.91794,31.98479,4
+26.94754,29.49249,4
+27.05533,32.10359,4
+27.08568,30.426729,4
+27.08602,28.06749,4
+27.0912,29.37986,4
+27.11444,33.03787,4
+27.12256,28.51976,4
+27.13488,26.05015,4
+27.19313,31.8559,4
+27.2151,31.9754,4
+27.26177,27.66261,4
+27.32635,34.68164,4
+27.37836,32.62061,4
+27.38416,31.60863,4
+27.41771,28.3087,4
+27.48926,32.6038,4
+27.52136,31.0996,4
+27.52309,31.0431,4
+27.53417,27.18743,4
+27.55212,26.8626,4
+27.56663,32.90909,4
+27.56918,29.654919,4
+27.59847,28.19143,4
+27.64558,29.75415,4
+27.69741,30.420563,4
+27.7017,30.402345,4
+27.75802,30.511433,4
+27.77488,31.3142,4
+27.79118,31.9497,4
+27.82762,34.06849,4
+27.85474,30.8648,4
+27.86611,27.53478,4
+27.86655,32.16924,4
+27.89456,30.8693,4
+27.9028,29.08173,4
+27.91285,28.31671,4
+27.92727,31.18063,4
+27.96652,30.873,4
+27.96767,30.499569,4
+27.99194,32.4253,4
+28.02287,30.7111,4
+28.0266,32.2569,4
+28.03444,29.773252,4
+28.04948,30.288088,4
+28.06876,27.81051,4
+28.07509,29.7056,4
+28.08123,29.74728,4
+28.10605,30.996171,4
+28.11771,29.09367,4
+28.13929,32.76128,4
+28.1578,27.14484,4
+28.16338,29.29921,4
+28.16903,30.7732,4
+28.17207,30.934164,4
+28.18689,30.6024,4
+28.23711,28.98276,4
+28.24777,30.320897,4
+28.25023,28.56504,4
+28.27577,28.31776,4
+28.29856,34.7114,4
+28.31361,32.2509,4
+28.35083,30.7356,4
+28.36029,29.462529,4
+28.36691,27.31628,4
+28.36797,28.54639,4
+28.3765,29.48224,4
+28.37762,29.8629,4
+28.39553,27.9911,4
+28.41754,29.31711,4
+28.43697,29.488539,4
+28.45666,32.03882,4
+28.45717,30.6407,4
+28.46402,33.7425,4
+28.47976,27.92011,4
+28.49196,32.21685,4
+28.51946,28.99719,4
+28.52678,30.373238,4
+28.52845,30.8047,4
+28.56484,30.9257,4
+28.57604,28.5872,4
+28.60526,29.04205,4
+28.61486,31.94783,4
+28.61664,28.78066,4
+28.63342,27.4519,4
+28.64032,29.157694,4
+28.65378,28.99327,4
+28.67291,32.6823,4
+28.67662,30.8684,4
+28.67716,31.69273,4
+28.68443,29.61347,4
+28.68954,29.15004,4
+28.70646,27.89747,4
+28.70778,30.541311,4
+28.74608,32.31239,4
+28.74918,29.67784,4
+28.75375,27.58698,4
+28.76129,29.207665,4
+28.77181,27.73813,4
+28.78558,26.36908,4
+28.7906,28.13353,4
+28.79311,29.71932,4
+28.8258,31.74172,4
+28.82837,34.25295,4
+28.8441,31.1652,4
+28.85808,31.48022,4
+28.85899,30.920064,4
+28.86841,28.75967,4
+28.90139,32.921,4
+28.91176,31.90963,4
+28.92066,29.465226,4
+28.92957,28.90973,4
+28.92991,33.3195,4
+28.93189,31.64696,4
+28.94364,28.24203,4
+28.95658,33.24879,4
+28.998,31.0552,4
+29.01295,28.65259,4
+29.01588,28.04251,4
+29.0202,29.20737,4
+29.022,28.09583,4
+29.02734,30.760524,4
+29.03014,28.58279,4
+29.04556,28.76019,4
+29.06051,29.73406,4
+29.06975,29.080881,4
+29.079,31.07582,4
+29.09495,26.61754,4
+29.09731,31.2086,4
+29.09873,31.85072,4
+29.1052,30.5169,4
+29.12768,31.34031,4
+29.13298,32.172,4
+29.14186,32.8408,4
+29.15449,30.7772,4
+29.15851,31.40395,4
+29.16776,30.4607,4
+29.17354,28.60966,4
+29.19329,31.7556,4
+29.19718,30.2157,4
+29.19889,27.36885,4
+29.19941,31.82527,4
+29.21178,26.10768,4
+29.21763,27.0947,4
+29.22719,30.2892,4
+29.22846,27.67221,4
+29.24716,29.347763,4
+29.26132,28.9756,4
+29.26627,29.12364,4
+29.28254,30.6751,4
+29.31281,26.67709,4
+29.336,33.571,4
+29.37885,27.61578,4
+29.38803,30.357686,4
+29.39227,27.50004,4
+29.39697,29.9698008,4
+29.41647,31.45347,4
+29.42306,33.4284,4
+29.43326,31.2891,4
+29.46343,29.97334,4
+29.47389,27.44517,4
+29.48588,29.568358,4
+29.49063,29.762979,4
+29.5061,30.7594,4
+29.51886,29.15221,4
+29.53159,27.51665,4
+29.54046,34.0261,4
+29.56766,31.6414,4
+29.57835,33.299,4
+29.58001,27.18364,4
+29.61397,27.93544,4
+29.6144,33.14346,4
+29.62287,29.848562,4
+29.65417,30.316,4
+29.65825,26.00909,4
+29.65957,32.73434,4
+29.66533,30.302059,4
+29.68887,33.25673,4
+29.69942,29.56236,4
+29.73292,30.851338,4
+29.7351,34.328,4
+29.7396,32.45212,4
+29.75679,27.9155,4
+29.7646,28.6293,4
+29.78185,30.390867,4
+29.78405,32.45445,4
+29.78484,30.7511,4
+29.81114,28.11375,4
+29.82559,31.71255,4
+29.83828,29.4311,4
+29.85428,31.0818,4
+29.86273,31.203,4
+29.87256,28.00907,4
+29.88269,29.412389,4
+29.88439,27.68982,4
+29.89127,31.0474,4
+29.89848,31.646,4
+29.90201,30.7604,4
+29.90524,30.730892,4
+29.90687,34.59105,4
+29.90783,30.5621,4
+29.91185,28.35943,4
+29.91902,31.39307,4
+29.92873,28.27825,4
+29.93866,34.37041,4
+29.96503,32.59539,4
+29.98768,33.438,4
+29.99241,29.66111,4
+29.99609,30.9213,4
+29.99856,28.96583,4
+30.0029,30.595259,4
+30.0057,30.9791,4
+30.0383,27.71143,4
+30.0433,28.90566,4
+30.0545,29.99982,4
+30.072,32.09315,4
+30.0735,28.47487,4
+30.0954,27.48648,4
+30.103,29.233333,4
+30.1079,29.086808,4
+30.1108,28.46137,4
+30.1145,31.9807,4
+30.1157,27.73956,4
+30.1304,32.83904,4
+30.1462,30.3754,4
+30.1578,32.59515,4
+30.1683,29.693053,4
+30.179,29.25451,4
+30.1835,27.61699,4
+30.1894,29.61348,4
+30.1907,29.02386,4
+30.2077,26.46904,4
+30.2129,29.604595,4
+30.2184,28.30646,4
+30.2191,30.1657,4
+30.2308,30.8904,4
+30.2402,27.86861,4
+30.2428,30.6068,4
+30.2539,33.2753,4
+30.2579,28.97063,4
+30.2763,31.6383,4
+30.2841,30.4977,4
+30.2939,29.88058,4
+30.2943,30.2706,4
+30.3089,27.8211,4
+30.3094,30.6567,4
+30.3215,32.1823,4
+30.3333,29.489371,4
+30.342,32.3517,4
+30.3504,33.0567,4
+30.3556,31.7023,4
+30.3784,28.58741,4
+30.3919,31.18253,4
+30.3944,28.02614,4
+30.402,28.85605,4
+30.4045,30.0534,4
+30.4076,32.11596,4
+30.4229,29.21595,4
+30.4494,30.796312,4
+30.4526,33.81555,4
+30.4733,27.67538,4
+30.4872,31.9422,4
+30.5044,31.3444,4
+30.5085,28.19495,4
+30.5118,30.148,4
+30.5381,33.03549,4
+30.5502,30.134734,4
+30.5679,27.91751,4
+30.5739,29.233059,4
+30.5754,28.50472,4
+30.5762,29.00645,4
+30.5839,30.253,4
+30.5972,31.5332,4
+30.599,29.550262,4
+30.607,27.46708,4
+30.614,25.56038,4
+30.6373,32.5112,4
+30.6565,26.01435,4
+30.6624,25.65802,4
+30.6761,29.71997,4
+30.6905,35.38786,4
+30.6906,30.3299,4
+30.7001,30.8782,4
+30.7052,30.764287,4
+30.7093,29.50479,4
+30.7234,26.68882,4
+30.7489,29.492617,4
+30.7504,31.2916,4
+30.7776,28.68874,4
+30.7874,33.24377,4
+30.8204,30.532447,4
+30.8266,28.60227,4
+30.8287,31.3208,4
+30.8324,29.99379202,4
+30.8378,30.2192,4
+30.8841,28.90411,4
+30.8926,28.99925,4
+30.9019,27.37738,4
+30.9064,32.95206,4
+30.9113,31.6067,4
+30.9185,24.88961,4
+30.9241,29.30696,4
+30.9281,30.0367325,4
+30.9286,29.638606,4
+30.937,30.334,4
+30.9516,30.498884,4
+30.9805,28.98496,4
+30.995,29.674518,4
+31.0021,28.40108,4
+31.0173,31.24624,4
+31.0294,29.239497,4
+31.0584,31.393,4
+31.06,28.89156,4
+31.0692,30.5986,4
+31.0714,29.9688804,4
+31.0853,31.93015,4
+31.0875,31.8076,4
+31.0909,30.547005,4
+31.1187,27.14314,4
+31.121,28.4455,4
+31.1224,28.13541,4
+31.1384,27.22742,4
+31.1576,30.516517,4
+31.1606,27.87931,4
+31.1812,26.5256,4
+31.1907,30.9506,4
+31.1943,30.3176,4
+31.2099,31.4847,4
+31.2118,25.84199,4
+31.2209,31.7377,4
+31.2328,29.619,4
+31.235,29.89733,4
+31.2704,31.25582,4
+31.2769,28.38929,4
+31.2779,29.9160367,4
+31.3199,28.28916,4
+31.3333,29.187016,4
+31.3429,31.42026,4
+31.3476,25.85833,4
+31.357,29.48912,4
+31.3589,30.262,4
+31.3691,29.355529,4
+31.3722,29.33004,4
+31.3752,31.1388,4
+31.3875,30.861257,4
+31.4023,29.83219,4
+31.4246,28.60898,4
+31.4446,28.1667,4
+31.4607,28.42992,4
+31.4869,28.48109,4
+31.5165,29.85531,4
+31.5282,31.4595,4
+31.5376,31.17522,4
+31.5386,30.2637,4
+31.5978,31.3469,4
+31.6312,29.033423,4
+31.6497,32.4336,4
+31.6739,30.150377,4
+31.7155,29.400825,4
+31.7275,28.1497,4
+31.7455,27.49012,4
+31.7898,29.623244,4
+31.7958,27.65244,4
+31.7998,30.587468,4
+31.8023,29.61588,4
+31.8132,28.14983,4
+31.8189,28.3248,4
+31.853,31.3909,4
+31.8538,28.98698,4
+31.8589,32.14587,4
+31.8669,29.616611,4
+31.8862,31.40461,4
+31.8944,30.560019,4
+31.92,30.9393,4
+31.9607,29.601456,4
+31.9746,24.68721,4
+32.0032,29.98512,4
+32.0348,25.98741,4
+32.0435,32.34016,4
+32.0738,29.530499,4
+32.1365,30.5123,4
+32.1408,29.21012,4
+32.1654,31.16551,4
+32.1739,31.0418,4
+32.2057,28.49489,4
+32.2152,29.79102,4
+32.2403,35.78334,4
+32.2508,27.99054,4
+32.2633,30.582751,4
+32.3322,32.58652,4
+32.3523,26.37696,4
+32.3668,31.62641,4
+32.371,32.96273,4
+32.4021,30.4588,4
+32.4162,33.0268,4
+32.4222,29.702998,4
+32.4226,32.2299,4
+32.4322,30.613576,4
+32.4454,29.74354,4
+32.4463,29.06225,4
+32.4552,32.4311,4
+32.4901,27.3439,4
+32.5267,31.79982,4
+32.5477,29.627677,4
+32.5757,29.759977,4
+32.5967,30.586176,4
+32.633,29.72559,4
+32.6332,28.87074,4
+32.6854,27.30575,4
+32.7127,31.624,4
+32.7134,32.8592,4
+32.7217,30.5749,4
+32.7561,32.17177,4
+32.8018,28.90081,4
+32.8144,30.802428,4
+32.8636,27.57574,4
+32.9219,29.122038,4
+32.9534,33.56249,4
+33.0244,30.3577,4
+33.0265,28.63739,4
+33.1738,32.08507,4
+33.191,31.3626,4
+33.2126,30.0787014,4
+33.2178,29.36056,4
+33.2404,29.9199002,4
+33.2511,28.7982,4
+33.286,28.09741,4
+33.2952,31.5183,4
+33.3067,29.965,4
+33.3787,32.5199,4
+33.4382,28.77768,4
+33.4551,29.281201,4
+33.5366,30.507458,4
+33.5731,31.4455,4
+33.673,30.2271,4
+33.7181,31.15121,4
+33.7498,26.89135,4
+33.7533,31.55443,4
+33.7967,33.5089,4
+33.8943,30.2023,4
+33.9113,26.25351,4
+34.0012,27.21181,4
+34.0068,31.5287,4
+34.1375,31.51693,4
+34.1729,27.14161,4
+34.2027,27.66815,4
+34.4588,29.68787,4
+34.5983,29.716924,4
+34.6136,28.03716,4
+35.081,30.135357,4
+35.1861,29.35048,4
+35.2042,29.51478,4
+35.9212,27.96854,4
+36.7028,31.3589,4
diff --git a/artificial/3-spiral.arff b/artificial/3-spiral.arff
new file mode 100644
index 0000000..e50f62c
--- /dev/null
+++ b/artificial/3-spiral.arff
@@ -0,0 +1,324 @@
+% Spiral, N=312, M=3, D=2
+% Chang, H. and D.Y. Yeung, Robust path-based spectral clustering. Pattern Recognition, 2008. 41(1): p. 191-203.
+%
+% source: http://cs.joensuu.fi/sipu/datasets/
+%
+@relation 3-spiral
+
+@ATTRIBUTE x REAL
+@ATTRIBUTE y REAL
+@ATTRIBUTE class {1,2,3}
+
+@DATA
+31.95,7.95,3
+31.15,7.3,3
+30.45,6.65,3
+29.7,6,3
+28.9,5.55,3
+28.05,5,3
+27.2,4.55,3
+26.35,4.15,3
+25.4,3.85,3
+24.6,3.6,3
+23.6,3.3,3
+22.75,3.15,3
+21.85,3.05,3
+20.9,3,3
+20,2.9,3
+19.1,3,3
+18.2,3.2,3
+17.3,3.25,3
+16.55,3.5,3
+15.7,3.7,3
+14.85,4.1,3
+14.15,4.4,3
+13.4,4.75,3
+12.7,5.2,3
+12.05,5.65,3
+11.45,6.15,3
+10.9,6.65,3
+10.3,7.25,3
+9.7,7.85,3
+9.35,8.35,3
+8.9,9.05,3
+8.55,9.65,3
+8.15,10.35,3
+7.95,10.95,3
+7.75,11.7,3
+7.55,12.35,3
+7.45,13,3
+7.35,13.75,3
+7.3,14.35,3
+7.35,14.95,3
+7.35,15.75,3
+7.55,16.35,3
+7.7,16.95,3
+7.8,17.55,3
+8.05,18.15,3
+8.3,18.75,3
+8.65,19.3,3
+8.9,19.85,3
+9.3,20.3,3
+9.65,20.8,3
+10.2,21.25,3
+10.6,21.65,3
+11.1,22.15,3
+11.55,22.45,3
+11.95,22.7,3
+12.55,23,3
+13.05,23.2,3
+13.45,23.4,3
+14,23.55,3
+14.55,23.6,3
+15.1,23.75,3
+15.7,23.75,3
+16.15,23.85,3
+16.7,23.8,3
+17.15,23.75,3
+17.75,23.75,3
+18.2,23.6,3
+18.65,23.5,3
+19.1,23.35,3
+19.6,23.15,3
+20,22.95,3
+20.4,22.7,3
+20.7,22.55,3
+21,22.15,3
+21.45,21.95,3
+21.75,21.55,3
+22,21.25,3
+22.25,21,3
+22.5,20.7,3
+22.65,20.35,3
+22.75,20.05,3
+22.9,19.65,3
+23,19.35,3
+23.1,19,3
+23.15,18.65,3
+23.2,18.25,3
+23.2,18.05,3
+23.2,17.8,3
+23.1,17.45,3
+23.05,17.15,3
+22.9,16.9,3
+22.85,16.6,3
+22.7,16.4,3
+22.6,16.2,3
+22.55,16.05,3
+22.4,15.95,3
+22.35,15.8,3
+22.2,15.65,3
+22.15,15.55,3
+22,15.4,3
+21.9,15.3,3
+21.85,15.25,3
+21.75,15.15,3
+21.65,15.05,3
+21.55,15,3
+21.5,14.9,3
+19.35,31.65,1
+20.35,31.45,1
+21.35,31.1,1
+22.25,30.9,1
+23.2,30.45,1
+23.95,30.05,1
+24.9,29.65,1
+25.6,29.05,1
+26.35,28.5,1
+27.15,27.9,1
+27.75,27.35,1
+28.3,26.6,1
+28.95,25.85,1
+29.5,25.15,1
+29.95,24.45,1
+30.4,23.7,1
+30.6,22.9,1
+30.9,22.1,1
+31.25,21.3,1
+31.35,20.55,1
+31.5,19.7,1
+31.55,18.9,1
+31.65,18.15,1
+31.6,17.35,1
+31.45,16.55,1
+31.3,15.8,1
+31.15,15.05,1
+30.9,14.35,1
+30.6,13.65,1
+30.3,13,1
+29.9,12.3,1
+29.5,11.75,1
+29,11.15,1
+28.5,10.6,1
+28,10.1,1
+27.55,9.65,1
+26.9,9.1,1
+26.25,8.8,1
+25.7,8.4,1
+25.15,8.05,1
+24.5,7.75,1
+23.9,7.65,1
+23.15,7.4,1
+22.5,7.3,1
+21.9,7.1,1
+21.25,7.05,1
+20.5,7,1
+19.9,6.95,1
+19.25,7.05,1
+18.75,7.1,1
+18.05,7.25,1
+17.5,7.35,1
+16.9,7.6,1
+16.35,7.8,1
+15.8,8.05,1
+15.4,8.35,1
+14.9,8.7,1
+14.45,8.9,1
+13.95,9.3,1
+13.6,9.65,1
+13.25,10.1,1
+12.95,10.55,1
+12.65,10.9,1
+12.35,11.4,1
+12.2,11.75,1
+11.95,12.2,1
+11.8,12.65,1
+11.75,13.05,1
+11.55,13.6,1
+11.55,14,1
+11.55,14.35,1
+11.55,14.7,1
+11.6,15.25,1
+11.65,15.7,1
+11.8,16.05,1
+11.85,16.5,1
+12,16.75,1
+12.15,17.2,1
+12.3,17.6,1
+12.55,17.85,1
+12.8,18.05,1
+13.1,18.4,1
+13.3,18.6,1
+13.55,18.85,1
+13.8,19.05,1
+14.15,19.25,1
+14.45,19.5,1
+14.85,19.55,1
+15,19.7,1
+15.25,19.7,1
+15.55,19.85,1
+15.95,19.9,1
+16.2,19.9,1
+16.55,19.9,1
+16.85,19.9,1
+17.2,19.9,1
+17.4,19.8,1
+17.65,19.75,1
+17.8,19.7,1
+18,19.6,1
+18.2,19.55,1
+3.9,9.6,2
+3.55,10.65,2
+3.35,11.4,2
+3.1,12.35,2
+3.1,13.25,2
+3.05,14.15,2
+3,15.1,2
+3.1,16,2
+3.2,16.85,2
+3.45,17.75,2
+3.7,18.7,2
+3.95,19.55,2
+4.35,20.25,2
+4.7,21.1,2
+5.15,21.8,2
+5.6,22.5,2
+6.2,23.3,2
+6.8,23.85,2
+7.35,24.45,2
+8.05,24.95,2
+8.8,25.45,2
+9.5,26,2
+10.2,26.35,2
+10.9,26.75,2
+11.7,27,2
+12.45,27.25,2
+13.3,27.6,2
+14.05,27.6,2
+14.7,27.75,2
+15.55,27.75,2
+16.4,27.75,2
+17.1,27.75,2
+17.9,27.75,2
+18.55,27.7,2
+19.35,27.6,2
+20.1,27.35,2
+20.7,27.1,2
+21.45,26.8,2
+22.05,26.5,2
+22.7,26.15,2
+23.35,25.65,2
+23.8,25.3,2
+24.3,24.85,2
+24.75,24.35,2
+25.25,23.95,2
+25.65,23.45,2
+26.05,23,2
+26.2,22.3,2
+26.6,21.8,2
+26.75,21.25,2
+27,20.7,2
+27.15,20.15,2
+27.15,19.6,2
+27.35,19.1,2
+27.35,18.45,2
+27.4,18,2
+27.3,17.4,2
+27.15,16.9,2
+27,16.4,2
+27,15.9,2
+26.75,15.35,2
+26.55,14.85,2
+26.3,14.45,2
+25.95,14.1,2
+25.75,13.7,2
+25.35,13.3,2
+25.05,12.95,2
+24.8,12.7,2
+24.4,12.45,2
+24.05,12.2,2
+23.55,11.85,2
+23.2,11.65,2
+22.75,11.4,2
+22.3,11.3,2
+21.9,11.1,2
+21.45,11.05,2
+21.1,11,2
+20.7,10.95,2
+20.35,10.95,2
+19.95,11,2
+19.55,11,2
+19.15,11.05,2
+18.85,11.1,2
+18.45,11.25,2
+18.15,11.35,2
+17.85,11.5,2
+17.5,11.7,2
+17.2,11.95,2
+17,12.05,2
+16.75,12.2,2
+16.65,12.35,2
+16.5,12.5,2
+16.35,12.7,2
+16.2,12.8,2
+16.15,12.95,2
+16,13.1,2
+15.95,13.25,2
+15.9,13.4,2
+15.8,13.5,2
+15.8,13.65,2
+15.75,13.85,2
+15.65,14.05,2
+15.65,14.25,2
+15.65,14.5,2
+15.65,14.6,2
diff --git a/artificial/3MC.arff b/artificial/3MC.arff
new file mode 100644
index 0000000..9c4a2c9
--- /dev/null
+++ b/artificial/3MC.arff
@@ -0,0 +1,412 @@
+% Dataset from: http://mail.tku.edu.tw/chchou/others/others.htm
+%
+% M. C. Su, C. H. Chou, and C. C. Hsieh, “Fuzzy C-Means Algorithm with a Point Symmetry Distance,”
+% International Journal of Fuzzy Systems, vol. 7, no. 4, pp. 175-181, 2005.
+%
+@RELATION 3MC
+
+@ATTRIBUTE x REAL
+@ATTRIBUTE y REAL
+@ATTRIBUTE class {1,2,3}
+
+@DATA
+-3.053,0.787,1
+-2.535,1.088,1
+-2.667,0.611,1
+-2.598,1.323,1
+2.173,0.864,1
+0.606,0.742,1
+-1.686,0.854,1
+2.307,1.196,1
+0.520,1.155,1
+-0.484,0.985,1
+-1.857,1.337,1
+-3.460,0.868,1
+-0.324,1.237,1
+0.319,1.149,1
+0.714,1.399,1
+-2.184,1.529,1
+0.128,1.446,1
+2.357,0.693,1
+0.605,1.402,1
+-0.770,1.401,1
+1.199,1.135,1
+-4.580,1.124,1
+2.693,1.038,1
+-1.969,0.901,1
+0.597,1.031,1
+-3.557,1.064,1
+4.359,1.041,1
+-4.393,1.371,1
+-3.509,0.876,1
+-0.494,0.743,1
+2.767,1.281,1
+0.926,1.275,1
+0.161,0.716,1
+3.213,0.846,1
+3.715,1.502,1
+3.889,0.644,1
+-1.021,1.156,1
+-3.313,1.288,1
+-0.105,0.834,1
+-4.164,1.255,1
+3.566,1.288,1
+-0.949,0.628,1
+-2.198,1.493,1
+0.898,1.260,1
+-2.996,0.668,1
+2.913,1.001,1
+-0.088,0.893,1
+-3.480,1.211,1
+-0.642,0.825,1
+1.870,0.805,1
+-0.952,1.485,1
+-2.330,0.901,1
+-0.390,1.052,1
+4.044,1.107,1
+1.593,1.549,1
+-1.297,0.868,1
+-1.516,1.203,1
+-3.205,1.021,1
+-1.776,1.122,1
+-1.997,1.535,1
+-4.031,0.632,1
+3.695,1.299,1
+-0.956,1.342,1
+0.106,1.458,1
+-0.767,1.219,1
+-3.211,1.330,1
+3.486,1.483,1
+-0.581,1.541,1
+-1.476,0.938,1
+3.407,1.408,1
+-2.110,1.324,1
+-0.363,0.971,1
+1.960,0.668,1
+-0.857,0.981,1
+-3.693,0.845,1
+-0.163,1.078,1
+-3.014,1.023,1
+-3.621,0.854,1
+-1.842,0.731,1
+3.689,0.960,1
+-1.173,0.894,1
+-0.394,0.854,1
+-2.588,0.670,1
+-1.131,1.172,1
+2.051,1.406,1
+-1.009,0.669,1
+-4.418,0.845,1
+1.451,0.751,1
+-2.588,0.978,1
+2.061,0.894,1
+0.667,1.170,1
+3.679,1.513,1
+4.367,0.964,1
+3.106,0.746,1
+-1.707,1.024,1
+3.860,0.743,1
+3.876,1.023,1
+2.310,1.506,1
+-1.027,1.042,1
+2.032,0.653,1
+-1.256,1.459,1
+-1.520,1.517,1
+1.011,0.822,1
+-3.825,0.975,1
+0.767,0.768,1
+2.720,0.655,1
+1.578,0.824,1
+-1.978,1.305,1
+3.468,1.542,1
+-2.352,1.554,1
+-3.453,1.371,1
+-2.643,0.616,1
+1.373,0.827,1
+0.956,0.744,1
+-3.831,1.061,1
+3.003,1.040,1
+2.012,0.927,1
+3.975,1.353,1
+0.404,1.233,1
+-2.932,0.790,1
+1.747,8.187,2
+0.219,6.065,2
+2.688,4.617,2
+2.133,3.011,2
+1.824,5.002,2
+1.923,3.626,2
+0.973,6.264,2
+0.668,8.206,2
+0.342,5.024,2
+3.114,4.254,2
+0.876,10.907,2
+0.796,9.325,2
+2.320,4.555,2
+1.078,7.116,2
+1.585,7.640,2
+2.943,5.737,2
+0.332,4.140,2
+2.468,6.952,2
+1.476,6.637,2
+0.571,9.919,2
+0.749,5.690,2
+2.514,3.799,2
+1.243,5.416,2
+1.129,10.721,2
+1.928,6.846,2
+1.788,3.957,2
+0.293,4.847,2
+2.405,10.802,2
+1.880,7.830,2
+1.001,8.210,2
+2.999,4.535,2
+2.298,3.020,2
+1.724,9.077,2
+1.493,3.438,2
+0.665,7.631,2
+2.501,4.667,2
+2.397,6.431,2
+1.063,7.043,2
+1.664,3.796,2
+3.159,5.441,2
+2.683,4.207,2
+1.971,6.905,2
+1.291,9.276,2
+0.910,9.106,2
+1.343,5.651,2
+1.567,5.681,2
+1.400,8.526,2
+1.875,10.264,2
+1.961,7.116,2
+2.256,10.813,2
+0.446,10.470,2
+2.515,9.902,2
+3.177,5.489,2
+2.244,6.245,2
+0.779,5.556,2
+1.120,5.287,2
+0.888,9.323,2
+1.695,3.234,2
+1.342,5.436,2
+1.855,8.774,2
+2.366,5.688,2
+1.441,7.651,2
+0.228,3.285,2
+2.602,5.893,2
+2.259,3.498,2
+1.860,8.525,2
+1.804,9.068,2
+2.341,10.513,2
+2.601,4.711,2
+1.712,10.293,2
+1.389,5.120,2
+1.811,3.722,2
+1.158,5.225,2
+2.673,10.470,2
+2.405,5.605,2
+0.848,10.885,2
+2.317,6.270,2
+2.501,3.168,2
+1.410,8.452,2
+0.543,5.644,2
+0.707,8.583,2
+0.393,4.949,2
+1.211,9.303,2
+0.468,7.002,2
+0.284,4.603,2
+1.803,4.395,2
+0.621,10.415,2
+3.024,7.522,2
+1.054,5.603,2
+3.135,3.071,2
+0.769,10.032,2
+1.562,4.295,2
+1.899,9.309,2
+0.844,3.742,2
+1.434,10.706,2
+3.058,5.795,2
+1.033,6.619,2
+1.159,5.389,2
+1.930,5.792,2
+2.286,10.883,2
+3.091,10.019,2
+1.141,8.064,2
+0.324,9.338,2
+0.687,4.007,2
+1.008,4.495,2
+2.690,10.724,2
+0.673,9.237,2
+2.571,7.941,2
+0.760,5.068,2
+2.015,6.743,2
+0.581,8.696,2
+1.107,10.245,2
+0.372,9.437,2
+1.678,4.845,2
+1.786,7.423,2
+0.484,6.979,2
+0.454,5.400,2
+2.958,9.131,2
+3.138,3.289,2
+1.560,9.042,2
+0.627,8.294,2
+3.003,8.206,2
+0.454,4.940,2
+2.212,6.070,2
+1.422,6.469,2
+2.772,10.307,2
+0.851,5.806,2
+2.250,7.591,2
+1.269,10.759,2
+0.382,3.245,2
+0.554,3.051,2
+1.351,9.427,2
+2.212,7.378,2
+1.006,10.661,2
+0.494,7.172,2
+2.467,4.570,2
+2.855,5.279,2
+1.113,3.059,2
+3.167,4.364,2
+2.958,10.706,2
+2.346,7.550,2
+3.093,6.424,2
+1.804,4.460,2
+1.343,3.587,2
+2.676,9.423,2
+0.759,3.910,2
+1.106,10.270,2
+0.773,6.442,2
+2.149,10.632,2
+1.253,5.413,2
+0.544,7.859,2
+1.601,9.080,2
+3.117,4.084,2
+2.811,6.222,2
+0.430,5.775,2
+0.575,7.954,2
+2.567,5.168,2
+3.169,10.320,2
+1.255,9.513,2
+0.378,6.224,2
+0.647,8.622,2
+1.905,9.392,2
+2.268,4.942,2
+2.935,5.248,2
+3.154,7.732,2
+1.347,4.771,2
+2.537,4.957,2
+2.216,4.835,2
+3.173,3.227,2
+2.107,9.556,2
+-3.052,11.834,3
+-2.743,8.906,3
+-3.712,11.497,3
+-3.868,9.838,3
+-1.850,9.019,3
+-4.013,10.763,3
+-1.402,11.239,3
+-1.818,11.781,3
+-2.185,11.877,3
+-3.885,11.010,3
+-3.660,9.377,3
+-1.782,11.699,3
+-1.584,9.358,3
+-3.224,9.114,3
+-2.296,8.904,3
+-3.034,8.945,3
+-1.450,11.515,3
+-3.288,11.737,3
+-4.147,10.788,3
+-3.463,9.251,3
+-1.499,11.344,3
+-1.266,10.913,3
+-2.741,11.898,3
+-3.037,11.800,3
+-4.050,10.986,3
+-1.238,9.497,3
+-1.427,9.416,3
+-3.766,9.719,3
+-1.152,10.686,3
+-3.701,11.239,3
+-3.981,10.737,3
+-3.407,11.614,3
+-2.249,11.882,3
+-2.893,8.966,3
+-1.369,11.260,3
+-3.768,9.673,3
+-1.044,9.862,3
+-3.949,9.719,3
+-4.060,10.531,3
+-2.182,11.855,3
+-3.022,9.030,3
+-1.728,11.566,3
+-3.111,9.076,3
+-2.749,11.885,3
+-3.974,10.813,3
+-1.676,9.303,3
+-4.074,10.088,3
+-1.440,11.364,3
+-1.076,10.348,3
+-1.118,10.140,3
+-1.511,11.515,3
+-3.012,11.810,3
+-3.161,8.990,3
+-0.997,10.505,3
+-2.012,11.834,3
+-1.751,11.737,3
+-3.867,9.790,3
+-1.518,9.339,3
+-1.839,9.156,3
+-2.282,11.889,3
+-3.880,9.673,3
+-1.052,10.788,3
+-1.479,11.442,3
+-1.194,11.058,3
+-3.584,9.202,3
+-1.526,9.234,3
+-4.072,10.763,3
+-1.886,11.686,3
+-3.120,9.052,3
+-2.413,11.898,3
+-1.177,9.650,3
+-2.246,8.911,3
+-2.372,11.877,3
+-3.817,11.303,3
+-4.144,10.217,3
+-3.103,11.737,3
+-3.921,11.239,3
+-2.732,8.928,3
+-3.364,9.128,3
+-1.058,10.635,3
+-3.895,10.217,3
+-3.056,9.030,3
+-3.702,9.605,3
+-3.512,9.268,3
+-4.076,10.635,3
+-1.049,10.165,3
+-4.054,10.348,3
+-1.911,9.000,3
+-3.894,9.605,3
+-3.906,10.374,3
+-3.553,9.303,3
+-1.187,10.374,3
+-1.278,9.583,3
+-3.898,11.239,3
+-1.114,10.737,3
+-3.957,10.400,3
+-3.919,9.987,3
+-2.181,11.810,3
+-1.321,9.719,3
+-3.871,11.104,3
+-3.004,11.855,3
+-3.893,9.887,3
+-3.864,9.627,3
+-1.765,11.629,3
+-1.174,9.583,3
+-3.295,11.699,3
+-1.681,11.672,3
+-2.807,11.867,3
+-3.830,11.195,3
+-2.394,11.899,3
diff --git a/artificial/D31.arff b/artificial/D31.arff
new file mode 100644
index 0000000..914a2cd
--- /dev/null
+++ b/artificial/D31.arff
@@ -0,0 +1,3111 @@
+% D31
+% N=3100, M=31, D=2
+% Veenman, C.J., M.J.T. Reinders, and E. Backer, A maximum variance cluster algorithm. IEEE Trans. Pattern Analysis and Machine Intelligence 2002. 24(9): p. 1273-1280.
+%
+@RELATION D31
+
+@ATTRIBUTE x REAL
+@ATTRIBUTE y REAL
+@ATTRIBUTE class {1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31}
+
+@DATA
+25.0514,5.7475,1
+26.6614,7.3414,1
+25.2653,6.2466,1
+25.2285,4.7447,1
+25.7529,5.1564,1
+24.0785,5.6693,1
+25.2722,6.8676,1
+24.6535,6.2443,1
+26.9834,6.633,1
+25.7437,6.3179,1
+26.4774,7.7416,1
+26.7373,4.4756,1
+27.1812,6.2972,1
+25.4999,5.6739,1
+25.3021,6.1431,1
+23.3609,5.6601,1
+25.5482,5.7107,1
+26.2198,5.7337,1
+25.884,6.3294,1
+24.4649,5.7521,1
+24.7708,6.7572,1
+25.3274,5.6463,1
+25.999,4.8551,1
+25.0238,6.2742,1
+25.8242,6.7848,1
+25.4286,6.2834,1
+27.3445,6.4697,1
+24.6236,6.1178,1
+27.126,6.1109,1
+25.677,5.9085,1
+25.539,6.3777,1
+25.0491,6.0603,1
+26.5924,6.0925,1
+25.217,7.7531,1
+25.2492,5.6486,1
+24.941,5.0184,1
+25.2814,7.5461,1
+24.8191,6.1316,1
+26.0105,6.8377,1
+25.0215,6.564,1
+25.1618,6.3064,1
+25.8955,5.4393,1
+24.8375,5.4416,1
+25.4562,6.702,1
+25.7161,5.5152,1
+26.7212,4.7424,1
+24.4649,7.2471,1
+24.6328,5.3473,1
+25.7253,6.7296,1
+27.1168,5.6946,1
+26.4958,5.9039,1
+25.1158,6.1914,1
+25.6103,7.6197,1
+26.3026,6.7802,1
+24.7915,6.2627,1
+25.0997,5.8004,1
+25.4838,7.0148,1
+25.4217,7.3138,1
+27.1306,6.9573,1
+24.3338,5.1679,1
+24.6236,5.6877,1
+25.5183,4.8229,1
+26.39,7.0401,1
+24.3039,4.8827,1
+25.5275,4.9333,1
+24.8973,7.1919,1
+24.7731,6.0925,1
+26.5855,6.8423,1
+25.6356,5.6371,1
+26.7718,5.5336,1
+24.8536,5.5152,1
+25.8587,5.2208,1
+25.2538,5.5727,1
+25.4838,4.9333,1
+25.5436,5.9844,1
+23.1838,5.7314,1
+27.7102,6.2535,1
+25.1204,4.6504,1
+25.2538,5.5681,1
+25.5137,6.357,1
+27.2249,5.5727,1
+24.6581,5.9936,1
+25.1894,5.4991,1
+25.2446,5.9591,1
+24.8007,4.4158,1
+26.275,5.5888,1
+25.8748,6.5456,1
+24.6328,6.7503,1
+24.8766,4.4664,1
+26.4498,6.6997,1
+25.148,5.9292,1
+24.5914,5.8004,1
+25.6954,5.9867,1
+26.344,5.9522,1
+26.8224,5.667,1
+26.1347,5.0161,1
+25.263,5.3082,1
+24.6305,6.8354,1
+25.8035,6.1937,1
+26.0243,7.5576,1
+18.4941,12.5877,2
+18.1606,12.5486,2
+17.9628,10.4625,2
+17.7558,12.1231,2
+17.4867,10.6626,2
+16.7139,11.5849,2
+17.259,11.7482,2
+17.4959,11.5596,2
+18.7908,10.497,2
+18.3607,11.8287,2
+17.2038,11.7689,2
+16.96,10.6373,2
+17.2866,12.2933,2
+17.3694,11.5596,2
+17.9858,11.5067,2
+18.0272,12.6176,2
+17.1026,13.1719,2
+17.5212,11.8747,2
+17.512,10.9915,2
+16.7898,12.2128,2
+17.1233,11.6102,2
+18.6137,11.3802,2
+16.7714,11.3871,2
+16.0676,10.8121,2
+17.8041,11.7022,2
+17.8984,9.945,2
+16.638,12.9649,2
+16.4632,10.658,2
+18.5125,11.8425,2
+17.9306,12.1898,2
+17.6132,13.4686,2
+16.7392,11.0306,2
+18.4642,11.7137,2
+17.3625,12.0035,2
+17.5557,11.2123,2
+17.6868,11.4354,2
+18.5171,9.876,2
+16.1251,10.6649,2
+17.5419,11.8885,2
+17.8961,11.8057,2
+18.2365,11.7666,2
+18.1008,11.3641,2
+18.3653,12.0633,2
+19.3635,11.6286,2
+17.9237,11.5573,2
+16.9853,12.3186,2
+16.8749,11.5182,2
+18.0272,11.9621,2
+17.6293,11.3503,2
+16.5575,11.3388,2
+18.2388,11.4676,2
+17.811,11.4768,2
+16.1895,9.968,2
+16.845,12.9235,2
+17.4637,10.8213,2
+17.6339,10.8144,2
+17.4384,12.2128,2
+17.9421,11.8057,2
+16.615,12.0702,2
+15.6398,11.2284,2
+16.7415,11.8793,2
+16.8197,12.1162,2
+15.9181,11.4124,2
+17.8363,11.8563,2
+17.696,11.9414,2
+16.845,10.6672,2
+18.5378,11.6516,2
+17.1877,11.9828,2
+18.4527,11.2468,2
+16.8956,11.1065,2
+18.1422,11.9966,2
+16.8059,11.1318,2
+17.4913,10.428,2
+16.3045,10.8765,2
+17.4453,9.8668,2
+17.5396,11.4791,2
+17.7328,11.21,2
+17.466,10.4234,2
+18.4803,12.0955,2
+17.2889,11.7873,2
+18.3883,10.0025,2
+17.6523,11.509,2
+17.4982,11.9552,2
+17.5948,11.3848,2
+17.7328,11.6562,2
+19.3934,12.5601,2
+17.9651,12.5256,2
+17.0428,11.3595,2
+17.6086,11.7206,2
+18.9817,11.6999,2
+17.1992,12.5969,2
+16.9163,11.4929,2
+17.3096,11.1893,2
+18.9403,11.6999,2
+17.098,13.5744,2
+16.3206,12.0679,2
+18.4343,12.4474,2
+18.3124,11.6631,2
+16.7277,11.6654,2
+18.2457,13.0201,2
+8.4155,9.7633,3
+7.1413,10.3981,3
+7.691,11.969,3
+8.6363,9.8139,3
+7.8704,10.957,3
+7.2103,11.1249,3
+7.6289,9.899,3
+7.5645,8.8824,3
+7.5967,9.5241,3
+8.1372,10.3015,3
+7.8106,11.3227,3
+8.9514,11.0628,3
+8.8456,10.3866,3
+8.6869,11.0007,3
+7.6611,10.7592,3
+8.1648,10.3061,3
+9.1515,10.796,3
+8.5029,9.1791,3
+8.1441,10.8443,3
+9.0756,9.3723,3
+7.8428,9.9703,3
+8.8295,10.4648,3
+8.1993,9.7863,3
+9.2021,11.0076,3
+8.1625,10.474,3
+8.2085,9.9634,3
+8.8456,11.5619,3
+9.209,11.0467,3
+8.588,11.0329,3
+7.8934,11.3756,3
+7.898,10.2049,3
+9.1584,10.8535,3
+8.9813,9.7127,3
+8.6271,11.8379,3
+7.806,11.4975,3
+7.9233,10.4004,3
+8.8042,10.3015,3
+8.8272,11.0283,3
+9.715,9.9151,3
+8.3189,9.0365,3
+9.5954,9.1469,3
+7.4081,9.8001,3
+9.0733,8.9307,3
+7.9118,9.0848,3
+8.1717,9.0687,3
+9.393,9.4735,3
+7.5277,10.6994,3
+7.3575,10.3268,3
+10.1635,9.1239,3
+9.4344,12.3485,3
+8.8249,9.9335,3
+7.6979,10.1405,3
+9.002,11.1433,3
+7.3253,9.6644,3
+8.0636,11.1088,3
+6.8768,10.4303,3
+7.737,10.3613,3
+7.0953,11.1433,3
+9.6023,9.0526,3
+6.0695,9.669,3
+7.0815,10.4993,3
+8.2729,11.1157,3
+7.5461,10.7178,3
+9.1837,9.8484,3
+8.1694,10.7868,3
+8.9951,9.5678,3
+7.7324,9.5954,3
+7.8359,9.4965,3
+7.9095,9.0066,3
+7.9969,10.7063,3
+8.9905,10.8006,3
+10.4004,9.9749,3
+8.9215,10.0577,3
+8.4914,10.2233,3
+9.5678,10.5683,3
+8.9491,9.7863,3
+9.2527,10.8558,3
+7.7577,9.9749,3
+9.3102,11.6539,3
+8.9836,9.7104,3
+8.6892,9.7219,3
+7.2816,10.2831,3
+9.2435,10.6212,3
+10.1681,9.0802,3
+8.0314,9.5678,3
+9.071,10.2187,3
+8.3557,10.152,3
+7.8175,8.6938,3
+9.0089,10.3958,3
+8.0774,10.6695,3
+7.3138,11.6608,3
+8.7927,10.0876,3
+8.4592,10.3337,3
+8.6823,9.0986,3
+9.1722,10.5729,3
+7.4564,11.325,3
+8.8019,11.3342,3
+8.2913,9.4229,3
+7.7508,10.9478,3
+7.7945,10.8995,3
+24.0394,24.6765,4
+24.6972,24.4442,4
+23.8945,24.9916,4
+23.837,24.8536,4
+26.4199,24.7225,4
+26.1853,23.7795,4
+24.9111,24.8168,4
+23.7197,23.4483,4
+23.3218,22.9584,4
+26.4015,24.6006,4
+25.4332,25.4953,4
+25.953,26.1692,4
+24.0486,25.4286,4
+23.8692,23.8531,4
+24.3499,25.1388,4
+24.1498,24.6788,4
+24.596,24.458,4
+24.6075,24.6029,4
+24.9134,24.6052,4
+24.8513,24.4856,4
+24.6535,23.0642,4
+24.0555,24.3729,4
+23.4437,24.0555,4
+25.102,25.3205,4
+24.8536,24.9525,4
+23.7266,26.1094,4
+24.8513,23.4322,4
+25.2009,24.711,4
+24.1222,24.6926,4
+24.6903,24.0325,4
+23.9842,23.3839,4
+25.5827,23.7864,4
+24.6397,24.251,4
+23.8393,24.3154,4
+25.6678,23.6599,4
+24.9433,24.0003,4
+24.7064,24.3476,4
+24.2441,23.6231,4
+24.6282,23.423,4
+23.3218,24.8766,4
+24.6972,24.5523,4
+26.0036,25.7782,4
+26.0404,23.8761,4
+25.9415,23.883,4
+23.9359,23.8347,4
+25.8058,24.6328,4
+24.9318,23.8623,4
+25.3021,24.5201,4
+24.5891,24.297,4
+23.2873,23.1148,4
+24.0049,23.9129,4
+24.9088,24.9295,4
+24.1475,26.689,4
+26.4843,23.7105,4
+25.4447,24.0049,4
+24.8007,24.5017,4
+25.9668,25.079,4
+24.3407,23.5886,4
+24.3154,24.2188,4
+25.9944,23.9796,4
+24.435,24.297,4
+24.6512,24.9433,4
+24.4856,23.6553,4
+25.2308,25.3205,4
+25.7184,23.9359,4
+24.5316,23.8071,4
+24.8996,24.5868,4
+25.4792,24.1912,4
+24.665,23.239,4
+26.1508,24.5753,4
+25.1135,22.2385,4
+24.6098,24.7087,4
+24.3752,24.4787,4
+26.0772,24.9088,4
+24.0946,24.4672,4
+23.4299,25.0652,4
+24.6581,25.861,4
+26.712,24.5224,4
+25.6517,23.9451,4
+24.8191,24.9778,4
+24.2855,24.2694,4
+25.5045,24.5247,4
+24.8605,23.4437,4
+25.4401,24.4189,4
+25.2722,24.7708,4
+24.7248,24.1107,4
+24.5914,25.5781,4
+25.1434,23.7036,4
+25.0675,24.4925,4
+24.297,23.975,4
+23.262,24.7524,4
+25.6862,23.1999,4
+25.4953,24.9893,4
+24.7593,24.366,4
+24.9709,23.9796,4
+24.4925,23.7795,4
+24.3545,24.4028,4
+24.665,23.6208,4
+24.7984,24.4787,4
+25.6632,23.9773,4
+4.057,21.4519,5
+5.7912,19.7499,5
+3.9719,19.8787,5
+5.3174,18.8092,5
+5.7406,22.066,5
+4.9172,20.7688,5
+4.3951,20.1363,5
+6.1868,19.2324,5
+4.8045,21.1989,5
+6.173,19.3359,5
+6.7848,21.0448,5
+4.9218,20.019,5
+6.0672,19.8695,5
+6.3248,19.9684,5
+4.7424,20.41,5
+4.6665,20.4514,5
+4.3491,20.2697,5
+5.0897,19.8902,5
+5.7498,20.6883,5
+6.0304,20.1501,5
+4.2962,20.9275,5
+4.1973,20.4997,5
+4.3192,20.1708,5
+6.1661,21.6704,5
+5.115,19.7499,5
+5.0069,20.8263,5
+5.0621,20.1478,5
+4.7286,19.2761,5
+5.3013,19.4233,5
+5.5704,19.4716,5
+5.7337,20.502,5
+7.1321,19.7384,5
+5.5244,20.4353,5
+5.3473,20.3893,5
+5.3588,19.7062,5
+5.7061,19.214,5
+6.1638,19.766,5
+4.931,20.0305,5
+5.184,20.5963,5
+5.6256,21.2702,5
+5.9775,21.4726,5
+5.4393,19.6602,5
+6.2673,18.7494,5
+4.9839,19.5705,5
+4.7723,19.8373,5
+5.1334,20.7734,5
+4.2594,21.0816,5
+6.012,19.7706,5
+4.5676,19.9776,5
+4.2042,20.9942,5
+5.9016,20.1225,5
+6.1592,21.0908,5
+5.4117,19.3405,5
+4.9724,20.0167,5
+4.5906,19.3014,5
+5.4531,20.7067,5
+7.0355,19.6073,5
+6.5134,21.4151,5
+5.3864,20.8355,5
+4.4756,20.2766,5
+4.9632,20.1248,5
+5.2898,19.7545,5
+3.9604,21.5669,5
+3.9627,20.8884,5
+6.1523,18.9058,5
+5.3105,18.5033,5
+3.8293,20.8424,5
+7.2701,20.0558,5
+3.896,20.065,5
+4.3376,19.7821,5
+5.69,18.3952,5
+5.4623,19.306,5
+7.231,19.8856,5
+4.6987,19.5751,5
+6.6974,20.0121,5
+6.1247,20.088,5
+6.4214,20.571,5
+5.322,19.5705,5
+4.8758,20.4468,5
+5.8694,20.3709,5
+5.7406,21.3898,5
+6.1753,20.4284,5
+3.6499,20.364,5
+5.6233,19.8304,5
+5.3013,20.2444,5
+6.2006,20.1892,5
+5.6463,18.9334,5
+5.5359,20.801,5
+5.4209,21.2518,5
+6.9987,21.7693,5
+6.3455,20.0834,5
+4.1904,21.2265,5
+5.5681,21.0333,5
+4.793,20.364,5
+5.5566,20.3778,5
+5.0552,18.2365,5
+4.7677,20.5503,5
+5.7613,19.5889,5
+2.907,20.5641,5
+6.5709,20.4031,5
+28.0805,10.5315,6
+27.3445,11.2123,6
+26.8661,10.6672,6
+26.6476,9.2412,6
+25.7115,10.0508,6
+26.367,10.3268,6
+28.2346,10.4165,6
+26.6361,9.784,6
+27.3077,9.2964,6
+26.7143,9.4712,6
+25.953,8.2131,6
+27.3445,9.3769,6
+26.8615,10.3245,6
+27.7148,11.1755,6
+26.4291,10.3912,6
+25.7598,9.3907,6
+27.2479,10.1842,6
+26.9857,10.5453,6
+26.6338,10.1612,6
+26.8753,11.2882,6
+26.6223,10.2762,6
+26.482,9.6644,6
+29.5939,9.738,6
+26.2543,10.3314,6
+25.2377,9.7081,6
+26.0312,10.06,6
+27.9471,11.1686,6
+26.6154,11.6355,6
+26.6936,8.9675,6
+25.8081,9.4574,6
+27.3169,9.117,6
+25.5321,10.566,6
+27.2916,11.9713,6
+26.7051,11.9782,6
+26.7626,9.6253,6
+27.9264,10.7109,6
+27.0386,10.037,6
+27.4986,10.4234,6
+26.1577,9.5632,6
+26.9213,11.9966,6
+27.2433,9.1561,6
+26.6959,10.2394,6
+27.0708,10.8144,6
+26.0197,10.9317,6
+27.2663,11.4952,6
+27.6136,9.7426,6
+27.0478,10.2854,6
+26.873,10.3613,6
+26.9282,11.3917,6
+27.6297,10.0209,6
+27.0869,9.3033,6
+25.746,11.4331,6
+25.7598,10.5614,6
+27.7447,10.9708,6
+26.988,9.991,6
+26.7189,10.2624,6
+26.7718,10.267,6
+27.402,10.9087,6
+26.1485,10.6166,6
+26.9811,10.2969,6
+26.5694,9.2274,6
+27.6757,9.5816,6
+28.1817,10.8673,6
+26.0726,10.911,6
+26.5855,10.1451,6
+27.1375,10.9432,6
+27.31,9.3401,6
+27.3123,10.2532,6
+26.9098,8.2798,6
+27.0179,9.6023,6
+28.1518,10.5453,6
+27.0179,10.6166,6
+27.8942,10.4786,6
+27.563,10.2739,6
+27.0432,9.6,6
+26.9443,10.865,6
+26.321,10.5407,6
+26.4084,12.6866,6
+27.9287,10.9938,6
+25.6701,10.9225,6
+26.7051,10.3406,6
+27.4296,9.7426,6
+28,10.8903,6
+27.3698,10.2279,6
+26.9052,9.0319,6
+27.2433,12.5624,6
+26.1577,10.5292,6
+27.0823,10.0876,6
+26.8707,10.3475,6
+26.3877,9.6989,6
+26.3831,10.3038,6
+27.0478,10.4809,6
+26.7741,8.8272,6
+26.6131,11.5734,6
+26.7557,8.8387,6
+25.7368,9.7403,6
+26.0956,10.3751,6
+25.8058,10.635,6
+26.4245,10.2923,6
+25.8357,10.451,6
+19.9339,27.9149,7
+21.1115,27.2065,7
+21.3047,25.7023,7
+20.4514,27.2134,7
+21.6175,27.3767,7
+23.2206,26.8247,7
+21.0655,27.7194,7
+21.4841,28.1242,7
+21.5117,27.9517,7
+23.0182,27.5423,7
+21.5922,26.873,7
+22.802,27.3836,7
+20.847,28.2852,7
+20.2053,27.6596,7
+19.6993,27.8827,7
+22.1603,28.483,7
+21.7325,27.8804,7
+22.6525,28.1564,7
+21.0908,26.436,7
+20.2076,28.023,7
+20.686,27.7884,7
+21.7808,27.8735,7
+21.6037,28.2461,7
+21.5485,26.9213,7
+21.7831,26.7511,7
+21.7003,27.2571,7
+22.273,27.7723,7
+22.5835,26.4222,7
+21.7785,26.712,7
+20.0788,26.6177,7
+22.4202,29.104,7
+20.5687,27.4618,7
+20.5273,28.253,7
+20.8838,27.448,7
+20.9275,26.0404,7
+20.7849,26.459,7
+19.9017,26.2589,7
+21.7325,26.5901,7
+20.8999,27.8873,7
+21.0195,26.505,7
+21.5485,27.747,7
+22.1672,26.9926,7
+21.8268,26.7649,7
+23.0573,28.5336,7
+20.6607,26.7902,7
+21.2794,27.6389,7
+21.1805,26.8638,7
+20.7987,27.1421,7
+21.7624,26.5832,7
+20.962,27.2042,7
+21.2909,27.8873,7
+21.7302,26.0588,7
+21.6175,27.5538,7
+20.3617,27.8666,7
+21.9717,27.4342,7
+20.7734,29.3754,7
+20.6791,26.9512,7
+21.6405,28.5359,7
+20.732,26.7557,7
+22.6019,29.4513,7
+22.3075,26.2497,7
+20.6354,29.7871,7
+20.502,27.0478,7
+20.4077,27.678,7
+21.2081,27.0915,7
+21.8636,27.7746,7
+21.1368,28.2576,7
+21.8774,27.241,7
+21.5301,27.517,7
+19.5222,27.5147,7
+20.6814,26.8477,7
+20.3364,27.0018,7
+20.824,27.954,7
+20.8723,28.3082,7
+21.1506,28.1633,7
+21.468,27.3652,7
+21.2311,27.0984,7
+20.9988,27.1329,7
+22.3029,27.54,7
+23.1056,27.724,7
+21.054,28.5819,7
+21.0241,27.0294,7
+21.974,27.2042,7
+21.215,27.241,7
+22.1189,27.4618,7
+21.4588,27.4227,7
+22.0637,27.8965,7
+21.8222,27.1835,7
+21.215,27.4181,7
+21.1667,26.5165,7
+21.1575,26.7005,7
+21.4772,27.4848,7
+21.8107,27.333,7
+20.7044,27.4411,7
+21.1506,27.5722,7
+20.2007,27.0363,7
+22.8066,27.8321,7
+20.7849,27.5446,7
+21.4519,26.85,7
+20.5296,27.6228,7
+13.5238,18.1077,8
+13.7262,18.3699,8
+13.9792,18.8575,8
+13.5468,18.8805,8
+14.016,18.8667,8
+14.1379,18.9909,8
+13.8596,18.0525,8
+12.6291,20.134,8
+13.8596,18.2733,8
+14.2391,19.5521,8
+15.6007,18.9518,8
+14.0482,17.926,8
+13.05,18.2342,8
+13.1995,16.9186,8
+13.717,18.7103,8
+14.7221,19.1864,8
+14.9153,18.1008,8
+12.9948,20.7136,8
+13.027,18.3561,8
+13.9447,17.88,8
+13.3628,19.2853,8
+14.4622,19.5912,8
+15.051,19.007,8
+14.9521,20.41,8
+13.3375,19.4164,8
+13.8849,18.8621,8
+13.9562,19.5935,8
+12.9925,20.2927,8
+15.1637,19.3704,8
+14.7842,18.2319,8
+14.3587,18.225,8
+14.3426,19.7062,8
+13.349,18.2342,8
+14.0781,17.9214,8
+14.1632,18.7816,8
+15.603,16.9301,8
+14.3081,17.9881,8
+13.1052,19.4624,8
+15.0648,18.6689,8
+12.8499,19.0645,8
+14.0344,19.0507,8
+16.0745,18.1054,8
+13.7262,19.8465,8
+12.6498,18.5792,8
+13.4686,18.892,8
+14.4484,17.7811,8
+12.4152,19.2209,8
+14.2713,18.0893,8
+13.786,18.5217,8
+12.6268,19.7108,8
+14.062,18.7701,8
+13.2386,19.5958,8
+13.464,19.3543,8
+14.1425,19.4003,8
+14.0689,19.4233,8
+12.3209,18.0111,8
+12.8338,18.2204,8
+14.8716,17.9076,8
+14.1448,17.9214,8
+15.5179,18.5286,8
+15.8629,18.0272,8
+13.0454,19.0346,8
+14.5887,17.9467,8
+14.223,18.0019,8
+15.3546,19.1772,8
+14.6002,18.57,8
+14.637,19.6464,8
+12.8384,18.984,8
+13.901,18.1997,8
+15.2212,19.0461,8
+13.9792,17.4729,8
+15.3408,19.3888,8
+13.3513,18.5585,8
+12.9097,19.2071,8
+13.1972,19.4509,8
+13.3927,17.2521,8
+12.6245,19.3405,8
+13.8297,18.9058,8
+13.4272,17.9743,8
+13.7515,19.0875,8
+13.9378,18.6275,8
+12.5164,17.8248,8
+12.8545,19.1473,8
+13.924,19.3888,8
+14.6485,18.7724,8
+13.464,18.4964,8
+13.5192,17.5327,8
+13.1466,19.1312,8
+13.3398,19.4417,8
+13.6963,18.7977,8
+15.373,19.4371,8
+14.5105,16.8519,8
+13.8895,20.4261,8
+15.2695,18.8069,8
+13.6273,18.4987,8
+13.8458,19.3543,8
+13.188,18.6183,8
+13.4939,18.3193,8
+12.8729,18.7103,8
+14.2897,16.8427,8
+18.2158,26.4751,9
+17.9191,25.4401,9
+19.0139,26.4222,9
+17.627,26.6982,9
+18.3354,26.1554,9
+17.9076,24.964,9
+17.4798,26.3969,9
+17.7305,25.3803,9
+18.7793,25.0997,9
+18.0479,26.1669,9
+17.6546,25.6287,9
+18.0939,26.0542,9
+19.0277,25.9691,9
+16.0193,25.7368,9
+16.6817,26.1117,9
+18.1169,24.5063,9
+20.2007,25.7138,9
+17.6868,25.5206,9
+16.2171,25.4562,9
+18.0709,24.9502,9
+18.5332,27.0064,9
+18.1123,26.5257,9
+18.2273,26.4452,9
+18.8759,25.3987,9
+18.5654,25.6862,9
+17.5948,27.4825,9
+18.0387,25.5459,9
+17.3694,25.1043,9
+18.1054,25.9783,9
+18.0732,25.447,9
+17.9697,26.8017,9
+17.0773,26.3302,9
+16.4287,25.2883,9
+18.5194,24.7731,9
+17.8018,26.7097,9
+17.3303,26.1738,9
+17.8685,26.7718,9
+18.0042,25.8012,9
+18.3952,24.6719,9
+18.0364,25.7552,9
+16.7116,26.2106,9
+18.225,24.5891,9
+17.4844,25.5735,9
+18.0801,26.0887,9
+18.0824,27.6665,9
+18.5378,25.5252,9
+18.3607,26.3762,9
+17.6201,24.5845,9
+18.0502,25.0261,9
+17.8179,25.4447,9
+17.5235,25.5919,9
+18.8184,25.0537,9
+18.2894,26.7166,9
+17.3464,25.2607,9
+18.3791,25.447,9
+17.7512,26.7902,9
+16.5023,25.2423,9
+19.6924,24.5293,9
+16.9853,25.3918,9
+17.2567,25.24,9
+18.0433,25.8334,9
+18.0847,25.8288,9
+17.3441,25.9898,9
+18.2411,25.0583,9
+18.6574,26.4521,9
+18.4366,26.9558,9
+18.6275,25.3826,9
+18.3837,24.6167,9
+17.7742,26.4429,9
+18.0318,25.1572,9
+18.1675,25.7506,9
+18.2365,26.413,9
+17.6822,24.6949,9
+16.5897,26.1462,9
+17.0336,25.3665,9
+17.2061,24.5753,9
+18.6091,25.4884,9
+18.041,25.7575,9
+17.8708,25.2676,9
+18.3515,26.6476,9
+18.8621,25.2055,9
+16.661,25.447,9
+18.8184,26.8086,9
+19.0139,25.4539,9
+17.8432,25.9622,9
+18.4067,26.4038,9
+17.0842,25.424,9
+18.3055,25.0169,9
+17.4062,25.9024,9
+17.144,26.1393,9
+18.6896,25.5206,9
+17.512,26.0036,9
+18.2963,25.3826,9
+18.0134,26.6706,9
+17.7558,26.0266,9
+17.8294,25.746,9
+17.4752,24.6972,9
+18.1445,26.0887,9
+19.1335,26.298,9
+18.1491,25.7253,9
+11.9759,20.5894,10
+12.061,21.4979,10
+12.7027,19.559,10
+12.6613,21.0356,10
+11.5343,19.5636,10
+12.2059,21.5899,10
+12.4152,21.9395,10
+13.188,22.3167,10
+10.7753,21.7808,10
+11.9805,21.1069,10
+11.2169,22.2454,10
+11.0628,21.422,10
+12.5187,21.1506,10
+11.1134,21.4335,10
+11.3066,20.847,10
+12.4267,21.1414,10
+12.4382,22.0959,10
+13.7975,21.3392,10
+11.1134,22.0821,10
+11.831,21.7072,10
+12.7326,22.1971,10
+11.5481,21.9809,10
+10.681,22.3397,10
+13.3099,21.0333,10
+12.6475,21.6497,10
+12.2404,21.2472,10
+11.6309,22.4708,10
+11.2537,20.6446,10
+12.4428,21.8636,10
+11.1341,21.0655,10
+11.1088,21.5784,10
+13.4801,21.077,10
+13.073,21.5301,10
+11.5987,20.8263,10
+12.0679,20.8286,10
+13.2639,21.6405,10
+11.5021,21.606,10
+12.6935,20.732,10
+11.164,21.974,10
+12.0081,21.7302,10
+11.9759,20.8769,10
+13.5422,20.5457,10
+11.1594,21.445,10
+11.6631,22.4685,10
+11.0214,21.6589,10
+12.1323,20.9252,10
+12.291,21.1368,10
+11.0927,21.9234,10
+10.8213,20.6561,10
+12.774,21.7049,10
+12.1714,20.7826,10
+13.0983,20.8539,10
+12.8223,21.0218,10
+11.1111,20.8286,10
+12.4221,20.8056,10
+12.1806,22.2063,10
+11.5343,21.4036,10
+12.222,21.5393,10
+11.6539,22.1971,10
+12.36,20.5779,10
+13.3375,21.8245,10
+12.3071,20.9252,10
+13.487,22.089,10
+11.9966,21.4105,10
+11.6999,21.0356,10
+12.8844,22.0706,10
+12.6866,22.0131,10
+11.3664,20.9275,10
+11.7666,21.4519,10
+12.9925,21.3714,10
+12.8177,22.1994,10
+12.6337,21.8176,10
+11.6838,20.9045,10
+11.2031,20.6722,10
+12.8315,22.0223,10
+12.0426,21.215,10
+10.0784,21.9855,10
+11.3572,23.5587,10
+11.3066,21.399,10
+12.9235,21.675,10
+12.6222,21.6175,10
+13.4571,21.1851,10
+13.2685,22.1925,10
+12.7717,21.0057,10
+13.4111,21.8889,10
+13.2087,22.2408,10
+12.7142,21.1782,10
+11.6033,19.4785,10
+10.6971,21.5508,10
+11.6769,21.4151,10
+11.4653,20.9689,10
+12.8292,22.986,10
+12.452,20.4767,10
+11.4906,21.7026,10
+11.1939,21.2656,10
+11.7413,22.1488,10
+12.0472,20.6377,10
+11.8862,20.8746,10
+12.6291,22.0752,10
+11.9943,21.9625,10
+23.1976,9.5678,11
+22.2224,8.2131,11
+23.9842,8.6984,11
+23.354,7.7577,11
+24.0279,9.853,11
+22.9768,8.2591,11
+24.4626,9.0089,11
+23.7933,8.2821,11
+23.0343,8.6892,11
+23.2758,8.703,11
+22.641,8.4362,11
+23.2045,7.9647,11
+23.6898,7.2655,11
+22.9722,10.1681,11
+24.1268,7.8175,11
+23.8209,8.1464,11
+22.6893,9.2136,11
+23.5702,8.0889,11
+22.4248,7.6542,11
+22.7721,8.151,11
+23.9244,9.163,11
+22.5743,8.5374,11
+22.3259,7.8635,11
+22.4639,6.6353,11
+23.1953,8.6018,11
+23.9129,8.5489,11
+23.0297,8.5075,11
+23.5127,8.1073,11
+23.7496,8.8893,11
+23.0182,8.7858,11
+23.3908,9.2251,11
+22.5007,8.2476,11
+22.6203,8.9169,11
+21.8958,8.9905,11
+22.4133,8.4132,11
+22.1465,8.4339,11
+24.2119,8.6156,11
+24.1498,8.7904,11
+23.7818,8.5259,11
+24.8122,9.2941,11
+22.9147,7.8152,11
+24.435,8.5811,11
+24.8076,8.2223,11
+21.9602,8.3764,11
+23.745,9.0848,11
+23.2091,8.8939,11
+24.2234,7.5461,11
+21.8866,8.9652,11
+22.5835,8.5029,11
+21.7785,7.1482,11
+23.8439,7.8911,11
+23.4529,9.1998,11
+23.5656,8.7375,11
+22.0131,8.3603,11
+22.3213,9.0112,11
+23.9037,7.9808,11
+23.5426,8.8778,11
+24.3798,8.1648,11
+24.6696,8.2039,11
+23.3057,8.0613,11
+24.389,8.8042,11
+23.3218,8.9468,11
+23.3632,10.0255,11
+24.1935,8.6018,11
+23.5472,8.9767,11
+21.5761,7.8773,11
+23.0389,7.1942,11
+22.8572,9.1607,11
+22.5398,8.1211,11
+22.2523,7.599,11
+23.2114,7.967,11
+23.2482,9.738,11
+23.722,7.9049,11
+21.997,10.0048,11
+21.9188,9.7058,11
+23.1332,8.1395,11
+24.0831,8.4914,11
+23.2114,8.4109,11
+22.8572,7.9302,11
+22.6042,8.8387,11
+22.5421,9.6506,11
+21.3829,8.8571,11
+24.8421,9.3861,11
+24.1406,8.5305,11
+22.5904,8.4201,11
+24.7478,7.783,11
+22.3282,7.99,11
+24.8375,6.7871,11
+24.1866,9.1814,11
+23.7772,9.6345,11
+23.3586,9.9243,11
+22.3236,8.1556,11
+23.2206,6.8515,11
+23.5725,9.2803,11
+22.8089,7.9923,11
+21.6083,7.2655,11
+23.2781,9.0227,11
+24.0509,9.324,11
+23.2597,8.3741,11
+23.4851,8.3074,11
+27.6389,14.4967,12
+25.9116,14.1609,12
+26.5073,14.9268,12
+24.826,15.2971,12
+25.562,15.1476,12
+26.4084,14.6163,12
+24.6052,14.9958,12
+25.2906,14.9567,12
+26.7074,13.8573,12
+25.6931,15.4443,12
+24.8329,16.0377,12
+25.7943,13.947,12
+25.1871,14.5128,12
+26.2014,13.4732,12
+24.4649,14.5496,12
+26.4061,14.5312,12
+26.6292,16.3804,12
+25.4194,14.4622,12
+25.4746,13.809,12
+26.965,15.0717,12
+25.8886,15.2695,12
+25.7322,15.6881,12
+26.0887,15.8997,12
+24.8697,14.6393,12
+26.8638,13.9171,12
+24.9824,14.9774,12
+24.8858,14.3196,12
+25.7092,15.0119,12
+26.3693,14.5795,12
+26.5533,15.0418,12
+26.0381,14.3242,12
+27.7194,13.7998,12
+26.1807,14.8026,12
+26.9029,14.6439,12
+26.3946,16.7967,12
+26.5648,15.603,12
+26.1853,16.1872,12
+26.4245,14.9176,12
+27.3376,14.6301,12
+26.1255,13.8918,12
+26.0749,14.5151,12
+27.6228,15.2741,12
+27.0018,14.8417,12
+26.1807,15.2396,12
+25.6103,13.9378,12
+26.7074,15.1568,12
+27.0317,14.4323,12
+25.8886,14.1954,12
+27.5561,13.2133,12
+27.1007,14.5243,12
+26.9259,15.5639,12
+25.2998,13.5905,12
+26.0473,13.2018,12
+25.9323,14.8486,12
+24.2947,13.4318,12
+25.7989,14.6715,12
+24.8214,13.2777,12
+26.39,13.8021,12
+26.1462,15.0786,12
+27.149,14.3058,12
+26.9213,14.5473,12
+25.1204,14.2299,12
+26.3095,14.5404,12
+26.068,14.4392,12
+25.3918,13.9976,12
+26.5441,14.4852,12
+25.8311,15.5202,12
+26.9604,14.8486,12
+25.3872,15.6628,12
+26.3095,15.8422,12
+27.1812,16.3298,12
+25.2814,14.2299,12
+25.4102,14.637,12
+26.0634,14.7336,12
+25.1089,16.9025,12
+26.6614,15.7088,12
+26.6384,13.4042,12
+26.4383,15.0418,12
+26.7534,14.9383,12
+25.7805,15.212,12
+26.1853,14.4668,12
+26.3118,14.5427,12
+26.1071,13.4548,12
+24.9571,15.0303,12
+25.5597,13.9125,12
+26.7925,14.2345,12
+26.6453,15.3546,12
+24.5362,16.9117,12
+26.6522,14.2115,12
+25.8794,15.0211,12
+25.7897,15.1453,12
+26.7534,15.6398,12
+26.2957,15.5087,12
+26.9535,15.5133,12
+24.9249,13.7607,12
+25.8242,14.6485,12
+26.4084,15.2212,12
+25.608,15.7548,12
+25.3596,14.2069,12
+25.3412,13.9631,12
+16.2631,10.0255,13
+15.7525,9.738,13
+16.4425,10.9915,13
+16.1205,8.9905,13
+16.3252,8.5903,13
+16.2079,9.3884,13
+14.4116,9.485,13
+16.2838,8.841,13
+16.9738,9.439,13
+16.6932,10.5361,13
+14.6439,11.1433,13
+17.1141,9.7311,13
+15.4558,8.45,13
+14.2368,8.9537,13
+15.2649,8.2131,13
+16.6564,9.9243,13
+16.4287,8.9169,13
+16.0607,9.1584,13
+14.5634,7.2057,13
+14.016,10.1267,13
+16.2723,9.1032,13
+15.442,8.0222,13
+16.6794,8.2844,13
+15.0372,9.554,13
+15.7594,8.4017,13
+15.6122,11.8816,13
+15.0556,9.4896,13
+15.5892,10.2141,13
+15.9595,9.3562,13
+15.7594,9.6828,13
+13.8918,9.2987,13
+16.9669,8.519,13
+14.5289,8.7306,13
+14.6761,7.898,13
+15.5409,9.347,13
+14.6945,8.6938,13
+16.3528,9.8783,13
+16.0032,8.6087,13
+13.9079,9.0181,13
+13.9125,10.6741,13
+16.8496,9.5954,13
+14.8532,8.9238,13
+16.3551,9.9703,13
+15.5938,8.5144,13
+16.4172,9.14,13
+16.3896,8.588,13
+14.9268,10.3843,13
+17.1348,10.2601,13
+16.8312,8.5719,13
+15.1729,9.4965,13
+15.6421,8.8663,13
+15.6099,8.8709,13
+14.66,9.6989,13
+16.4954,9.3907,13
+15.7824,8.5811,13
+13.8136,9.5655,13
+15.3638,8.9238,13
+15.9664,9.991,13
+15.3293,8.6685,13
+14.9314,7.9095,13
+14.384,9.9542,13
+14.5887,10.2279,13
+15.5984,9.8553,13
+16.1297,8.9146,13
+15.6881,7.9187,13
+15.9595,10.0186,13
+15.971,9.623,13
+15.4811,9.5816,13
+15.6789,8.818,13
+15.764,8.9169,13
+15.189,9.1975,13
+15.0004,9.1791,13
+16.4126,9.7656,13
+15.7479,9.3424,13
+15.1844,9.7311,13
+15.2143,10.0071,13
+16.2148,8.3258,13
+15.6306,9.2182,13
+16.5621,9.5034,13
+14.9314,9.9887,13
+16.0952,9.6184,13
+16.0722,9.0227,13
+15.9871,9.8139,13
+16.1826,8.8962,13
+14.4208,9.462,13
+15.9756,10.1865,13
+15.1246,9.7978,13
+16.4931,9.3056,13
+17.1187,10.4602,13
+15.4696,8.841,13
+15.5915,9.3033,13
+16.224,8.9514,13
+16.0216,9.6667,13
+15.5041,10.1865,13
+14.9452,8.7697,13
+14.4185,9.3102,13
+14.7658,8.7237,13
+16.3459,8.5696,13
+14.6324,8.5857,13
+15.5386,9.8139,13
+16.6863,13.8642,14
+17.8731,15.143,14
+15.7617,14.3472,14
+16.6334,13.4295,14
+16.27,14.8532,14
+16.9692,14.7612,14
+15.9503,13.7331,14
+16.9048,13.8964,14
+16.4793,14.9981,14
+17.6224,12.9212,14
+16.2516,13.2731,14
+16.7277,13.8688,14
+17.213,14.0137,14
+15.4466,14.9981,14
+16.0745,14.0022,14
+15.7571,15.258,14
+15.8629,14.7635,14
+16.7944,14.453,14
+16.5943,15.511,14
+17.1969,14.9521,14
+17.3349,15.1798,14
+15.5156,14.8808,14
+16.3114,14.9521,14
+15.9641,15.0694,14
+15.8008,14.2437,14
+16.6196,13.7768,14
+16.431,15.5317,14
+16.2171,14.9958,14
+15.4397,14.7842,14
+16.0768,17.0313,14
+16.6679,14.5841,14
+17.3924,14.6232,14
+15.7985,13.7998,14
+16.1734,15.2212,14
+15.9733,15.7617,14
+16.4149,14.8532,14
+16.4103,14.3909,14
+16.983,15.7272,14
+16.4425,12.935,14
+15.603,16.1619,14
+15.7732,15.3293,14
+15.4765,14.0505,14
+16.6196,15.0165,14
+15.3086,14.89,14
+16.0952,14.3633,14
+16.4885,14.683,14
+16.1527,14.1218,14
+16.2171,15.0303,14
+16.4701,14.0137,14
+17.7995,14.1218,14
+15.6421,14.1678,14
+17.2176,14.821,14
+16.224,14.5174,14
+16.5276,15.1844,14
+16.086,14.8785,14
+17.466,15.1936,14
+14.9406,14.5013,14
+15.8721,12.8867,14
+16.799,15.6168,14
+16.1067,14.4208,14
+16.2953,15.2189,14
+15.2971,14.6715,14
+17.0727,14.3242,14
+15.2948,14.7658,14
+16.6058,14.9912,14
+14.5588,14.4001,14
+16.2378,13.8435,14
+16.6886,14.7198,14
+16.1182,15.2534,14
+15.5823,13.8297,14
+15.2051,14.039,14
+16.0515,14.3081,14
+16.6265,15.0855,14
+16.2309,14.7497,14
+16.1711,14.4208,14
+17.3441,15.2258,14
+15.5938,15.0487,14
+17.9007,14.3127,14
+15.4949,15.3385,14
+16.3206,16.1596,14
+17.2797,14.9268,14
+16.4931,14.2437,14
+16.661,16.3896,14
+16.0101,14.7612,14
+16.2746,16.1412,14
+17.3027,13.6388,14
+16.7875,15.4029,14
+15.3431,15.4167,14
+16.3597,17.1233,14
+16.224,15.4374,14
+16.5713,15.2764,14
+15.0924,15.9894,14
+16.7806,14.6163,14
+15.2925,16.4195,14
+16.7875,16.0653,14
+17.4568,14.2759,14
+15.6536,13.4456,14
+17.0083,14.1011,14
+16.3804,15.0372,14
+15.9388,15.1913,14
+20.5227,19.4578,15
+19.7683,19.9868,15
+21.4864,19.7039,15
+19.6832,18.3515,15
+21.6014,20.4905,15
+20.203,19.9592,15
+20.6975,19.8258,15
+19.6763,19.8626,15
+21.1506,20.1294,15
+19.6694,19.9776,15
+21.3921,19.0691,15
+19.7821,20.2237,15
+20.4813,19.0162,15
+20.1202,19.0737,15
+20.7849,20.4767,15
+21.3369,19.7177,15
+19.3313,19.6372,15
+19.7476,19.1013,15
+20.9597,18.4619,15
+20.6377,19.3934,15
+20.8608,18.4711,15
+20.3456,19.0553,15
+18.6298,19.8051,15
+20.5572,19.3589,15
+20.8654,20.4491,15
+20.2536,19.1036,15
+21.2541,22.0591,15
+20.9758,19.0944,15
+20.9919,20.5618,15
+20.7251,19.5429,15
+19.3727,19.5659,15
+19.7775,18.8828,15
+19.6211,19.1266,15
+19.536,20.0581,15
+20.5089,19.2945,15
+21.3346,20.3134,15
+19.2715,18.4504,15
+19.8971,19.3244,15
+21.1161,19.5544,15
+20.2789,18.6068,15
+20.2973,19.053,15
+20.7343,19.95,15
+21.2449,20.0374,15
+21.5646,20.4031,15
+20.3502,19.6694,15
+20.3847,19.1197,15
+18.9288,19.2853,15
+20.7021,19.7545,15
+20.4836,19.3175,15
+19.4256,19.306,15
+19.8258,20.0972,15
+19.5682,19.881,15
+19.7798,20.1915,15
+20.1777,19.1933,15
+20.2628,19.6855,15
+18.8276,19.4279,15
+21.1805,19.2531,15
+19.6832,19.0139,15
+20.1777,20.0213,15
+21.1322,20.8033,15
+20.042,20.1915,15
+19.7867,20.5963,15
+20.9873,19.5958,15
+19.9523,18.8046,15
+18.9219,18.2756,15
+19.7936,19.3244,15
+20.8608,19.1979,15
+20.2375,20.0328,15
+20.6423,20.226,15
+20.7826,20.4997,15
+20.2375,19.3405,15
+20.364,18.2457,15
+19.3865,20.4192,15
+21.123,19.1059,15
+19.3957,21.2173,15
+20.1478,18.3768,15
+21.2679,19.1979,15
+19.7016,17.9766,15
+20.6262,18.9932,15
+20.6837,20.3916,15
+21.1322,19.8557,15
+19.9178,19.4279,15
+20.3502,20.0949,15
+19.2899,20.0949,15
+19.7246,19.8971,15
+20.5135,19.3405,15
+20.939,20.3341,15
+19.7798,20.3134,15
+19.5567,19.0599,15
+20.6998,20.7688,15
+21.3852,19.5659,15
+21.0402,19.1887,15
+21.2633,19.6096,15
+20.0811,19.2301,15
+20.18,21.3277,15
+20.3525,21.1966,15
+20.6837,19.8695,15
+20.939,20.893,15
+19.9385,18.1284,15
+19.8833,18.8529,15
+8.4086,15.7893,16
+9.5218,14.8164,16
+8.8341,15.0855,16
+9.5586,16.7967,16
+8.0567,14.7428,16
+9.3378,15.5018,16
+7.7416,15.3707,16
+8.7375,15.1407,16
+7.8704,16.086,16
+7.5139,13.8044,16
+9.5471,15.0165,16
+8.1671,15.3362,16
+7.4679,15.0625,16
+7.3966,15.8928,16
+8.8134,14.2644,16
+8.7766,14.7336,16
+8.6639,15.8514,16
+7.5116,15.1522,16
+9.4781,14.5979,16
+8.5236,14.3472,16
+8.795,15.1867,16
+7.6956,16.2148,16
+7.8888,15.1039,16
+7.8267,15.81,16
+9.1515,15.5616,16
+9.3884,15.2672,16
+8.8686,14.982,16
+9.2274,14.8233,16
+9.3125,15.3592,16
+9.4045,16.2194,16
+7.944,13.0891,16
+8.9261,14.6508,16
+8.5949,15.2028,16
+7.8267,15.35,16
+7.7094,14.637,16
+8.7674,15.2534,16
+9.1745,14.7888,16
+9.209,14.8049,16
+7.3966,16.1987,16
+9.6506,15.5685,16
+8.3787,14.6278,16
+9.8829,14.5289,16
+8.3672,14.8762,16
+7.9624,16.04,16
+9.1584,15.3247,16
+7.9302,14.6876,16
+8.5535,16.5575,16
+8.6639,15.1913,16
+9.6874,15.4236,16
+8.6133,14.0459,16
+7.8428,14.4507,16
+8.1809,15.7571,16
+8.7904,14.4208,16
+9.2757,14.9061,16
+8.7237,15.189,16
+9.6115,15.6651,16
+8.8916,14.6968,16
+8.4983,16.224,16
+9.2136,13.7607,16
+8.7168,14.2437,16
+8.9008,16.017,16
+7.2448,15.0096,16
+8.9514,14.6347,16
+8.2614,15.2465,16
+8.7191,15.7939,16
+9.5333,15.4627,16
+9.5563,15.6927,16
+8.8157,16.1021,16
+8.5627,15.3339,16
+8.2959,15.6973,16
+8.818,15.4029,16
+10.5108,14.9912,16
+8.519,14.9751,16
+8.933,13.9286,16
+8.9445,14.683,16
+9.301,16.2976,16
+9.5724,15.8836,16
+7.5645,15.9089,16
+9.7564,14.9153,16
+8.1257,15.3546,16
+8.6455,16.5483,16
+8.8732,15.2258,16
+7.783,14.775,16
+8.6409,15.9135,16
+10.1221,15.1177,16
+7.2126,15.488,16
+7.8152,15.649,16
+9.8185,14.6715,16
+9.0388,15.6697,16
+9.3125,15.1016,16
+7.7462,15.2833,16
+7.3713,15.4029,16
+9.5563,14.9061,16
+8.4316,15.2994,16
+8.3603,16.7024,16
+8.8088,16.1159,16
+9.2941,15.143,16
+7.645,14.9452,16
+8.059,14.476,16
+8.7766,15.3868,16
+10.9892,13.0615,17
+12.0771,13.7607,17
+12.1921,14.6209,17
+12.0081,16.1136,17
+11.21,14.2874,17
+13.1903,13.4502,17
+10.4579,13.5376,17
+11.4055,15.5892,17
+12.3117,13.7078,17
+12.2542,15.0901,17
+11.785,14.7888,17
+11.3181,14.6347,17
+12.5486,13.9585,17
+11.3043,14.4553,17
+11.6562,14.9843,17
+11.3664,13.7814,17
+11.6447,15.5271,17
+10.9478,15.9388,17
+12.9649,15.1913,17
+11.0904,14.6163,17
+11.762,13.4732,17
+11.9575,14.5289,17
+10.9225,15.0993,17
+12.8177,14.7014,17
+11.2284,14.6531,17
+10.589,14.1379,17
+10.842,14.0896,17
+11.7459,15.166,17
+11.4446,13.0132,17
+10.4924,14.5266,17
+11.7459,14.154,17
+11.1778,14.3702,17
+12.3807,13.5951,17
+13.0132,14.1954,17
+10.8374,14.2989,17
+12.4175,13.3053,17
+13.1765,14.6922,17
+10.9455,14.8854,17
+11.9989,13.6756,17
+12.1553,14.4047,17
+13.1397,14.5427,17
+11.3641,15.1913,17
+11.5182,15.2626,17
+11.5274,15.1131,17
+11.6884,15.0119,17
+12.6107,14.959,17
+11.1686,15.5133,17
+12.774,14.4231,17
+11.6056,14.66,17
+11.8287,15.5363,17
+11.5688,15.649,17
+12.0909,15.1476,17
+10.6741,14.2184,17
+11.9966,13.7446,17
+11.3526,14.6301,17
+11.1111,14.1724,17
+12.912,13.878,17
+10.4395,14.5565,17
+12.5693,14.338,17
+11.2767,13.2064,17
+12.9074,15.7755,17
+10.7776,13.8711,17
+11.1778,14.1839,17
+11.8264,14.3656,17
+12.498,14.5036,17
+11.4009,13.6963,17
+11.4515,14.3495,17
+11.1157,13.2869,17
+10.6695,14.2506,17
+11.5527,13.8734,17
+12.4819,13.6871,17
+11.6171,15.718,17
+11.7436,13.8964,17
+11.4745,13.1673,17
+11.5297,14.0528,17
+12.0725,13.3904,17
+10.7086,15.4696,17
+11.6907,14.4438,17
+12.9718,15.3362,17
+12.0955,12.8568,17
+10.129,14.4852,17
+10.7408,14.5588,17
+12.1714,15.4052,17
+11.762,13.9447,17
+11.0973,13.1328,17
+12.222,14.6623,17
+11.7344,14.1402,17
+12.4037,14.4093,17
+12.1415,15.4742,17
+11.3595,14.3817,17
+12.6751,14.798,17
+11.9644,14.2322,17
+13.4203,13.5146,17
+11.9414,14.6255,17
+11.4055,14.6439,17
+10.2233,13.4893,17
+11.8356,15.4719,17
+11.2836,13.8159,17
+10.5476,14.0666,17
+11.946,15.0188,17
+26.9995,17.3234,18
+27.1398,16.4471,18
+27.8781,16.7806,18
+28.3933,16.822,18
+28.621,16.4632,18
+28.1495,18.156,18
+26.8132,17.7052,18
+26.6246,18.0847,18
+27.7976,18.2917,18
+26.7005,16.9232,18
+26.8891,17.0428,18
+28.2415,18.3032,18
+25.9944,16.6863,18
+27.9862,17.3602,18
+28.1449,16.5598,18
+26.5441,17.3441,18
+28.2622,18.8943,18
+27.3146,18.0824,18
+27.7378,16.9278,18
+27.0662,16.6311,18
+26.8776,18.6896,18
+27.9632,16.0469,18
+27.0961,17.3671,18
+27.6504,17.1762,18
+26.8201,18.823,18
+27.1214,18.2595,18
+25.8518,18.6183,18
+27.7332,16.9968,18
+27.0846,17.075,18
+27.7884,18.3492,18
+28.2898,17.9536,18
+27.0478,17.8271,18
+28.2139,18.133,18
+27.5032,18.3975,18
+26.252,18.4389,18
+27.1352,18.3906,18
+26.9972,17.1831,18
+26.9926,17.1923,18
+28.3542,16.6564,18
+27.6688,16.0009,18
+27.885,16.4747,18
+27.7056,18.7379,18
+25.9139,17.949,18
+26.6062,18.2963,18
+28.0069,17.9053,18
+27.8942,16.9209,18
+26.7488,16.0814,18
+26.3118,16.2907,18
+27.1628,16.73,18
+28.4117,18.1192,18
+27.0064,18.179,18
+26.551,17.6247,18
+27.2732,19.5176,18
+26.7166,17.5143,18
+27.0386,15.8077,18
+28.6693,17.4775,18
+28.6003,17.8593,18
+26.6154,17.7834,18
+27.379,17.9076,18
+27.4549,17.4959,18
+28.1196,18.2365,18
+28.1173,17.7259,18
+29.2926,17.4614,18
+28.6486,16.5667,18
+27.2824,17.1394,18
+27.5124,17.0313,18
+27.1513,17.236,18
+26.919,16.27,18
+27.7447,16.8749,18
+26.6729,17.3441,18
+25.8058,17.2751,18
+26.1646,15.9687,18
+27.4687,15.6329,18
+26.9282,18.1146,18
+26.1554,17.5764,18
+27.0524,17.6385,18
+26.6085,18.4205,18
+27.6021,18.9288,18
+25.677,17.9214,18
+26.0565,17.1831,18
+27.2111,18.6896,18
+27.2686,17.834,18
+27.5423,16.4609,18
+27.4043,17.0865,18
+28.046,18.0456,18
+27.6596,16.8726,18
+27.5216,16.5345,18
+27.2571,16.9623,18
+27.0248,17.4913,18
+27.4963,17.4062,18
+27.563,16.9324,18
+28.0161,16.8726,18
+26.8201,19.0576,18
+26.3371,18.1192,18
+25.9208,17.8547,18
+27.1352,18.9265,18
+25.8311,18.0295,18
+27.1881,17.6339,18
+27.6435,17.9789,18
+25.7897,17.7328,18
+11.7735,8.1878,19
+12.0909,7.6795,19
+11.509,8.7743,19
+11.1985,8.3442,19
+11.0536,8.289,19
+11.3319,8.0452,19
+10.6051,6.9044,19
+13.0017,6.6192,19
+11.5665,8.9905,19
+11.7022,8.289,19
+12.0794,8.5328,19
+11.8379,8.1648,19
+10.8443,7.7301,19
+11.5849,9.7656,19
+12.6751,7.4955,19
+11.9966,7.7669,19
+12.1576,8.8249,19
+12.0357,7.5116,19
+10.474,7.9302,19
+11.4745,7.415,19
+11.4009,8.4086,19
+12.3002,8.6248,19
+10.4579,9.0204,19
+10.9018,9.2573,19
+12.3025,7.9969,19
+11.2859,8.082,19
+12.5118,8.933,19
+11.946,6.8607,19
+10.4993,8.9307,19
+10.8949,9.9036,19
+11.1502,8.1924,19
+11.3825,8.4086,19
+12.337,8.2614,19
+10.5384,8.1648,19
+11.4699,6.8929,19
+12.061,8.3465,19
+11.4078,9.1285,19
+10.5752,8.5903,19
+12.958,7.4817,19
+10.8075,7.3046,19
+9.9634,7.8497,19
+10.9892,9.5747,19
+10.98,8.9146,19
+10.6741,8.4684,19
+11.4952,7.8451,19
+11.9345,8.4362,19
+12.8131,8.0498,19
+12.4382,8.5857,19
+12.4152,9.8875,19
+10.2693,8.289,19
+11.0812,8.4523,19
+10.2233,7.576,19
+11.3135,9.2159,19
+11.7275,7.484,19
+11.1571,9.8783,19
+11.9943,8.7858,19
+13.0109,7.9072,19
+10.1796,8.45,19
+11.8402,9.0135,19
+11.601,8.9813,19
+11.6378,8.9629,19
+10.7546,8.1694,19
+10.2141,7.4058,19
+9.6368,8.1947,19
+11.3733,8.2315,19
+9.7909,9.1561,19
+11.647,9.163,19
+11.1134,7.2264,19
+11.9713,8.1694,19
+9.8829,8.772,19
+12.2312,8.1809,19
+11.8333,7.1689,19
+12.1461,7.7554,19
+11.5458,7.3667,19
+9.0411,8.5466,19
+11.0329,7.3391,19
+11.5481,8.8617,19
+11.9161,8.2246,19
+10.1796,7.9578,19
+11.8103,8.2269,19
+10.9938,8.7145,19
+11.7321,7.7577,19
+11.0766,9.025,19
+11.8816,9.2872,19
+10.4924,8.8686,19
+11.7919,8.0613,19
+12.1967,9.3677,19
+10.474,8.588,19
+11.3963,7.5185,19
+12.0403,7.8911,19
+11.3457,8.8111,19
+11.67,8.5765,19
+11.3641,7.0999,19
+10.9064,7.2655,19
+11.3802,8.4086,19
+10.9501,8.6156,19
+11.6631,8.2039,19
+11.9851,9.6345,19
+12.0587,7.7347,19
+10.451,6.84,19
+4.3629,28.2208,20
+4.3284,26.9972,20
+5.5566,27.0041,20
+6.3202,27.3445,20
+4.4457,27.3008,20
+4.5998,26.3762,20
+5.2737,27.8206,20
+4.8344,27.0524,20
+4.908,29.2995,20
+7.2264,28.4278,20
+4.7447,26.8132,20
+5.6762,27.3238,20
+5.8924,28.2116,20
+5.4048,27.8114,20
+4.9034,26.8017,20
+4.7677,28.5727,20
+6.2673,26.8638,20
+6.3616,27.5584,20
+6.8492,28.3956,20
+6.1983,27.103,20
+7.1482,27.9724,20
+4.9402,27.2088,20
+5.2254,28.5014,20
+5.2116,27.6941,20
+6.6813,27.5607,20
+5.7659,28.1978,20
+5.6693,27.0225,20
+6.3869,27.2364,20
+5.2576,27.5492,20
+5.092,27.5538,20
+5.3013,27.6251,20
+4.149,27.2985,20
+5.5267,27.0777,20
+5.4324,27.5009,20
+5.3519,27.8413,20
+5.897,28.5336,20
+4.9379,27.7424,20
+5.3565,27.1145,20
+3.9328,26.7189,20
+5.5152,27.747,20
+3.7488,26.0611,20
+5.989,26.2382,20
+6.1845,27.9356,20
+4.1329,28.3266,20
+5.138,27.678,20
+5.8418,27.4595,20
+4.6274,28.9177,20
+5.644,28.0621,20
+4.6251,27.8045,20
+5.0345,27.6366,20
+5.8993,27.2824,20
+6.0626,27.0731,20
+4.8321,28.1035,20
+5.6808,27.9379,20
+5.0966,27.3445,20
+6.5939,28.1771,20
+4.6458,27.6711,20
+4.7999,28.368,20
+5.4462,29.2742,20
+4.3376,27.3077,20
+5.5612,27.6665,20
+6.6008,27.8275,20
+5.0644,27.5676,20
+4.4135,27.2778,20
+4.0271,27.2755,20
+4.7263,26.3716,20
+4.7309,26.7304,20
+5.897,29.2558,20
+5.0092,27.1651,20
+6.2696,27.3215,20
+6.4398,27.1329,20
+6.1086,27.885,20
+5.9269,27.8781,20
+6.2719,27.4687,20
+5.9729,27.9908,20
+5.2599,27.9471,20
+4.5676,27.9172,20
+6.3156,26.7856,20
+4.7447,27.1214,20
+4.5561,28.4784,20
+5.2001,28.046,20
+6.3317,27.4365,20
+5.9269,26.9374,20
+6.3179,27.7286,20
+3.5556,26.9305,20
+6.2604,26.6361,20
+5.0506,27.5699,20
+6.9688,27.563,20
+5.6486,27.2042,20
+5.5083,27.6642,20
+5.5911,28.6877,20
+5.5382,27.3008,20
+5.1081,27.5147,20
+4.3905,27.8252,20
+4.8505,27.9793,20
+5.4232,27.2709,20
+5.7383,27.8551,20
+5.9016,27.8045,20
+6.5525,26.9374,20
+4.3652,25.9622,20
+8.772,20.778,21
+9.6943,23.1999,21
+9.6713,20.6906,21
+8.6225,22.2132,21
+8.8134,21.1,21
+8.3005,21.2426,21
+8.8617,21.4059,21
+8.6754,19.7982,21
+7.1666,20.1018,21
+9.3838,21.2357,21
+9.0641,21.8015,21
+8.5489,21.6405,21
+8.8663,20.6929,21
+7.4035,20.1777,21
+8.6294,23.0297,21
+9.2113,21.9556,21
+9.2573,22.0246,21
+7.5116,22.5421,21
+8.9307,22.3121,21
+8.9215,21.2863,21
+8.9859,19.1082,21
+9.3815,21.6796,21
+8.151,21.7072,21
+8.6317,21.1184,21
+8.8318,20.3847,21
+8.2315,20.6768,21
+7.9509,20.6975,21
+8.312,21.3484,21
+8.4569,21.3185,21
+9.1147,21.5784,21
+7.806,22.0729,21
+9.6368,21.6888,21
+7.6726,22.1212,21
+8.9238,20.2444,21
+8.7559,21.7716,21
+8.9583,20.3226,21
+7.829,21.0218,21
+9.4459,21.9257,21
+9.0733,21.3852,21
+7.8152,21.4979,21
+8.6409,22.4202,21
+8.8364,20.7849,21
+7.8474,21.1046,21
+7.5668,20.5986,21
+9.5563,21.7555,21
+9.0526,22.1511,21
+9.3125,20.8309,21
+8.1119,21.7785,21
+9.9197,20.4928,21
+9.4597,21.0471,21
+9.4781,20.6239,21
+10.0048,21.4542,21
+8.9169,19.8419,21
+8.8042,22.2707,21
+9.9749,20.5388,21
+7.5576,20.1616,21
+7.6611,20.5043,21
+9.0825,22.5605,21
+8.5834,21.8636,21
+9.4505,22.1787,21
+8.2315,20.9505,21
+7.9923,19.4601,21
+8.3925,21.2242,21
+8.1073,22.1235,21
+7.668,20.3916,21
+9.669,20.2674,21
+8.6041,21.3622,21
+8.611,21.5255,21
+7.6427,22.1948,21
+8.6938,21.0011,21
+6.5617,21.4841,21
+9.5333,21.3852,21
+8.864,21.5117,21
+8.4132,21.1115,21
+7.8681,19.4348,21
+8.0475,20.0328,21
+9.6828,21.5922,21
+8.6915,20.3778,21
+8.5098,22.0315,21
+9.0802,21.5347,21
+9.1584,20.9436,21
+9.8783,19.5567,21
+9.4413,23.055,21
+9.3608,20.9551,21
+8.4086,20.6354,21
+8.8318,21.6129,21
+9.1538,21.7509,21
+7.8014,22.0361,21
+8.45,20.9804,21
+7.8359,22.7031,21
+7.6726,21.2334,21
+8.1602,20.7389,21
+8.4201,19.6993,21
+9.9197,21.2012,21
+10.2716,20.3709,21
+8.5351,22.0315,21
+9.4965,21.7003,21
+9.2343,21.4611,21
+8.6593,21.0011,21
+8.0268,20.3249,21
+14.2138,27.5331,22
+14.3173,27.5768,22
+15.2074,28.1196,22
+14.4737,25.5712,22
+14.2276,27.4802,22
+13.1742,27.0156,22
+14.3679,25.861,22
+14.3587,26.7994,22
+14.2092,26.1485,22
+14.1655,27.2617,22
+13.4134,26.7672,22
+14.3242,26.6568,22
+13.3881,26.0013,22
+13.2363,26.1554,22
+14.4737,26.965,22
+15.4719,26.8868,22
+13.7101,26.5119,22
+13.7423,25.1411,22
+13.901,25.7368,22
+14.7819,26.643,22
+13.924,25.2906,22
+14.8233,26.2842,22
+14.0068,28.3795,22
+13.464,27.5055,22
+15.4466,26.4107,22
+14.7359,27.4825,22
+14.1885,27.6826,22
+14.4691,25.2446,22
+15.6881,26.9742,22
+13.0753,28.7199,22
+13.0477,26.8408,22
+14.7451,24.9019,22
+14.2598,26.0105,22
+14.4254,27.8022,22
+12.9051,25.7805,22
+14.9406,27.6757,22
+13.0615,26.965,22
+14.0459,26.3463,22
+13.3881,26.1278,22
+14.3127,25.9645,22
+14.7359,27.5722,22
+14.1839,26.3417,22
+13.3536,26.3026,22
+13.4962,26.5947,22
+13.9907,25.6471,22
+13.2409,26.8707,22
+14.0666,26.9903,22
+13.4801,27.5791,22
+16.914,26.6821,22
+14.5611,26.9167,22
+14.4737,26.8224,22
+13.8021,26.9673,22
+13.1466,26.896,22
+13.1627,26.8454,22
+15.5961,25.0813,22
+14.729,27.4756,22
+15.1177,27.7953,22
+14.568,25.7483,22
+12.6613,26.5349,22
+13.9953,26.8615,22
+13.6825,26.7695,22
+13.2593,27.5952,22
+14.2368,26.9742,22
+14.1678,26.0542,22
+14.6738,27.7746,22
+14.2115,25.9898,22
+14.1586,25.5413,22
+14.3587,26.0542,22
+13.4985,27.1513,22
+14.0919,26.0703,22
+14.6232,26.2865,22
+13.9631,27.5032,22
+13.855,26.6223,22
+13.8412,26.2428,22
+14.5059,27.3077,22
+14.0873,28.6118,22
+13.1742,26.9213,22
+13.4686,26.9489,22
+14.0804,27.5331,22
+14.8854,26.9443,22
+13.8136,25.9277,22
+14.0919,26.5947,22
+14.5289,26.5602,22
+14.6807,25.7828,22
+15.1476,26.3417,22
+15.3868,26.2612,22
+13.4548,26.758,22
+13.0592,28.0368,22
+13.4088,27.1513,22
+13.2317,27.8551,22
+14.5542,26.1278,22
+13.0983,25.2354,22
+14.1195,25.7161,22
+12.8085,26.574,22
+13.2501,26.5096,22
+14.7727,26.4866,22
+13.4709,27.3031,22
+13.7538,27.9471,22
+13.7906,26.2635,22
+14.4806,27.5561,22
+24.435,27.8137,23
+25.3136,28.0115,23
+26.0795,28.0667,23
+23.8025,26.9719,23
+25.4148,27.2663,23
+24.9663,29.15,23
+25.2216,27.1743,23
+24.4166,28.5175,23
+25.4194,26.6568,23
+24.5891,27.4296,23
+25.5597,26.9328,23
+24.7616,26.4866,23
+25.7759,28.6923,23
+26.6936,28.1863,23
+24.3637,26.8707,23
+25.1963,27.2479,23
+28.7268,26.7212,23
+25.7506,27.0731,23
+26.1048,26.1876,23
+24.0325,26.4337,23
+25.4378,27.5952,23
+25.7138,28.7935,23
+26.1416,28.5451,23
+25.1825,26.3578,23
+24.8375,27.8896,23
+25.2952,27.057,23
+24.5776,27.8206,23
+25.1917,27.563,23
+24.9341,28.2507,23
+23.3747,28.3703,23
+25.9599,28.5796,23
+24.0601,27.1904,23
+25.4815,29.3616,23
+24.5385,29.7963,23
+26.1899,28.0414,23
+24.1291,27.4181,23
+24.849,27.5837,23
+25.7736,27.4549,23
+24.7984,27.4687,23
+25.7943,28.4807,23
+24.9962,27.8045,23
+24.5431,28.6923,23
+24.2993,28.5497,23
+26.0772,28.7268,23
+25.6862,27.7378,23
+25.9944,27.0202,23
+23.2252,29.2466,23
+25.6195,29.8538,23
+24.136,28.4922,23
+24.9548,28.7107,23
+25.2032,28.3381,23
+24.2487,27.5078,23
+26.4567,29.012,23
+25.3389,27.8574,23
+26.2635,28.6946,23
+25.2883,28.0391,23
+26.5119,27.8436,23
+25.2262,27.5193,23
+25.4171,27.1099,23
+25.5712,27.3077,23
+26.0634,27.0685,23
+24.9571,28.4646,23
+25.0997,29.0787,23
+25.1687,29.1247,23
+24.4005,27.6872,23
+26.3831,29.2351,23
+25.5114,28.9407,23
+24.8559,27.1191,23
+24.32,28.0989,23
+23.745,27.4066,23
+25.5367,27.8045,23
+25.4286,28.0506,23
+24.9065,26.6867,23
+25.5413,28.3427,23
+25.884,27.9586,23
+27.8666,29.2903,23
+26.3302,28.2829,23
+25.9622,27.0064,23
+25.7414,28.1334,23
+23.8485,28.0069,23
+25.4976,25.1802,23
+24.8996,27.3928,23
+25.6701,27.126,23
+25.9852,28.5313,23
+25.4309,27.8873,23
+27.1099,27.0593,23
+25.4815,27.2479,23
+24.0946,27.0938,23
+24.6052,27.655,23
+24.8191,25.0031,23
+25.2607,27.3514,23
+25.3849,29.4375,23
+24.2441,27.6481,23
+24.6696,26.8523,23
+24.228,27.1076,23
+25.3711,28.2898,23
+24.412,27.4043,23
+24.7938,28.7429,23
+25.1411,27.0064,23
+24.2717,27.6274,23
+26.6821,22.9722,24
+26.0749,22.4961,24
+26.6775,21.4588,24
+26.7143,21.8613,24
+27.2157,23.9359,24
+27.126,21.974,24
+27.3537,21.5945,24
+27.2824,21.4749,24
+26.9581,22.4662,24
+27.0432,21.9487,24
+26.942,22.342,24
+26.3394,23.2551,24
+25.3734,21.7762,24
+26.2865,21.5646,24
+26.8891,21.9648,24
+27.103,21.3277,24
+27.6159,22.319,24
+26.2612,22.4294,24
+27.126,20.7527,24
+26.5671,21.33,24
+26.7488,22.7054,24
+26.5165,22.5467,24
+26.6292,22.1626,24
+27.6941,23.5265,24
+26.6108,22.1097,24
+27.1421,21.7877,24
+26.7051,20.7803,24
+27.5883,22.0154,24
+25.5252,21.5439,24
+26.0588,21.1207,24
+26.6752,22.0959,24
+26.8339,21.2219,24
+27.0202,20.6561,24
+26.9351,21.9096,24
+26.1876,22.9998,24
+27.3238,20.5319,24
+26.1002,19.7499,24
+25.7713,23.0297,24
+26.3578,21.6359,24
+26.2566,21.8889,24
+27.8689,21.7693,24
+27.7263,22.5467,24
+26.229,22.0982,24
+26.5349,21.9763,24
+26.459,22.4087,24
+26.4084,21.5577,24
+27.1375,22.4524,24
+25.0422,23.0872,24
+27.3514,20.5894,24
+27.793,22.5352,24
+26.5119,22.5099,24
+27.2387,22.3006,24
+25.8196,21.0839,24
+26.7212,21.008,24
+26.6959,21.6589,24
+25.9139,23.2183,24
+27.1697,22.112,24
+27.2525,21.8613,24
+26.2221,21.675,24
+26.7925,21.3829,24
+26.0542,23.1378,24
+27.2548,20.8562,24
+26.6545,22.6042,24
+26.8224,22.4156,24
+27.1076,22.365,24
+27.1881,21.6888,24
+27.5768,21.5899,24
+26.321,22.0292,24
+25.4033,22.7284,24
+27.0593,21.629,24
+27.4135,22.3443,24
+26.2175,21.5738,24
+27.0225,22.4984,24
+27.2571,22.6479,24
+25.8679,22.0039,24
+27.8367,22.6226,24
+26.7051,23.3057,24
+28.092,22.8411,24
+26.9305,22.4064,24
+26.5648,21.1506,24
+28.1426,21.4956,24
+27.3192,22.4041,24
+26.6246,21.2403,24
+26.114,21.3047,24
+25.4723,22.5513,24
+27.4181,21.5715,24
+27.2617,20.0374,24
+26.6614,21.4542,24
+28.5014,21.9326,24
+27.0455,22.5789,24
+28.1035,21.3898,24
+27.103,21.8475,24
+26.5487,21.4795,24
+26.9006,21.261,24
+26.3693,22.6318,24
+26.5372,23.3103,24
+27.3606,24.0371,24
+26.2612,22.6134,24
+25.2883,22.1902,24
+25.7184,22.4915,24
+22.6801,4.5492,25
+22.2454,5.8211,25
+22.0936,6.1063,25
+22.9837,6.2075,25
+21.2196,5.7636,25
+20.3709,6.0534,25
+23.1792,5.0713,25
+21.813,7.0953,25
+21.5025,5.4853,25
+22.9193,4.3583,25
+21.3392,5.7406,25
+22.3282,5.3519,25
+21.8153,5.2323,25
+22.2132,4.6412,25
+21.4519,4.701,25
+22.5651,6.0718,25
+21.8659,6.0028,25
+22.6755,4.6021,25
+20.0857,6.1937,25
+20.9988,5.2645,25
+22.1925,6.4467,25
+22.0982,6.0925,25
+22.135,5.9821,25
+22.9492,4.6412,25
+22.963,4.5193,25
+22.1879,5.8441,25
+20.8401,5.6946,25
+21.6589,6.6928,25
+22.1695,5.3703,25
+22.158,6.104,25
+21.2081,4.8758,25
+21.5347,5.2714,25
+21.2725,4.5607,25
+22.6617,6.4421,25
+22.5007,5.3381,25
+21.5071,5.0897,25
+22.3466,6.1316,25
+21.4519,3.8776,25
+23.5403,6.1569,25
+22.2224,4.6734,25
+21.3185,5.9177,25
+21.1575,4.8804,25
+22.2431,5.3795,25
+23.5955,5.3795,25
+22.4547,6.2811,25
+22.5674,4.7677,25
+21.7739,4.0938,25
+21.8199,5.8234,25
+21.6589,5.4646,25
+21.3576,6.4306,25
+23.2689,6.0051,25
+22.7537,5.5934,25
+22.1695,5.7728,25
+22.5812,5.0437,25
+22.9814,6.8515,25
+22.6364,6.8653,25
+22.7606,5.9407,25
+21.8705,4.1858,25
+23.1194,5.621,25
+23.0527,5.1702,25
+23.0159,5.9131,25
+22.0568,5.782,25
+21.9027,4.701,25
+21.6589,5.8602,25
+21.8475,6.7549,25
+20.341,5.5658,25
+21.8774,5.2231,25
+21.8682,4.8482,25
+22.0729,5.2691,25
+21.9257,5.4048,25
+21.5692,4.5561,25
+22.2086,5.5221,25
+22.5421,5.874,25
+20.1501,7.231,25
+23.0205,5.2093,25
+21.8406,7.001,25
+22.5352,5.8878,25
+23.2505,5.1886,25
+23.6668,7.5024,25
+20.7504,5.2898,25
+22.4432,4.0892,25
+22.2569,5.9798,25
+22.2707,5.5773,25
+21.859,4.8827,25
+22.6456,6.702,25
+23.2919,5.1196,25
+23.8761,6.3754,25
+22.296,6.0051,25
+21.8153,6.0718,25
+21.7371,5.3979,25
+22.6571,5.2806,25
+22.3903,6.3869,25
+22.2247,5.6302,25
+22.2201,5.4071,25
+21.2311,5.9867,25
+21.767,6.2696,25
+21.7233,6.5387,25
+22.2569,5.8441,25
+21.583,3.7925,25
+21.2541,5.5934,25
+22.8871,16.8542,26
+23.3931,16.4655,26
+22.894,15.2833,26
+25.5804,15.4167,26
+22.5214,15.9871,26
+21.7693,16.2194,26
+22.4432,14.5703,26
+21.9556,16.0653,26
+23.8324,17.3993,26
+22.3397,16.0078,26
+23.6116,16.8404,26
+22.8963,16.2585,26
+21.8843,16.0285,26
+23.0366,15.4144,26
+22.8043,15.4052,26
+21.7555,15.4144,26
+22.6985,16.7001,26
+21.7072,15.5754,26
+22.4754,15.3063,26
+22.9377,16.6817,26
+23.3655,15.718,26
+23.4782,15.7686,26
+23.0274,15.833,26
+21.9648,15.6605,26
+23.0619,16.1826,26
+22.5375,15.9664,26
+21.9142,15.9963,26
+23.2022,16.4287,26
+21.6635,17.351,26
+22.8687,15.1568,26
+22.963,15.9802,26
+23.0596,16.2585,26
+24.2096,16.1205,26
+23.1654,15.2948,26
+21.7072,15.4374,26
+23.2712,16.3643,26
+22.9193,16.4195,26
+21.7509,15.3776,26
+22.9354,15.3661,26
+20.64,17.1739,26
+23.2321,17.7926,26
+23.4,18.3929,26
+23.0895,16.3666,26
+23.5794,16.8703,26
+23.2988,16.385,26
+23.4759,16.8151,26
+22.6594,16.1504,26
+23.2321,15.0257,26
+22.0706,16.063,26
+22.0683,17.2797,26
+24.3039,15.4903,26
+22.7077,15.3845,26
+22.1189,15.8284,26
+24.0785,15.2833,26
+23.3448,16.4908,26
+23.4713,17.6132,26
+22.5559,16.73,26
+23.5242,15.2971,26
+23.1332,16.3298,26
+22.1603,16.9531,26
+22.963,14.8923,26
+23.952,17.282,26
+24.1475,16.7208,26
+23.0366,15.6743,26
+22.3811,15.9434,26
+22.227,15.028,26
+22.9423,17.213,26
+22.3558,16.224,26
+22.9584,15.0786,26
+23.009,16.7116,26
+22.9837,15.8974,26
+23.078,16.0699,26
+21.3024,17.2314,26
+23.0481,16.5184,26
+23.0918,15.3592,26
+22.7675,17.949,26
+22.9308,16.0814,26
+22.9906,18.3239,26
+22.7491,16.6909,26
+21.8383,16.1688,26
+24.067,16.6058,26
+23.0343,16.7691,26
+21.5416,16.1021,26
+21.5853,16.3551,26
+23.5518,15.8422,26
+22.8572,16.2033,26
+23.1953,15.7824,26
+22.9492,14.7543,26
+23.1378,15.9181,26
+23.1447,14.9705,26
+24.0555,16.5621,26
+22.7951,15.5386,26
+24.4787,17.9421,26
+23.4253,17.1509,26
+22.6249,15.419,26
+23.1355,15.9756,26
+22.825,16.4954,26
+24.2257,16.0354,26
+23.3149,17.0014,26
+23.3931,15.9549,26
+22.7215,11.1134,27
+24.2441,11.5734,27
+23.0159,10.9478,27
+22.0867,12.5348,27
+23.9543,11.5849,27
+21.8222,10.9639,27
+24.0417,11.7804,27
+22.0499,11.9115,27
+22.5191,11.2744,27
+22.3903,11.2629,27
+22.7606,11.4193,27
+22.4938,11.4699,27
+22.4432,11.1341,27
+23.5541,13.1167,27
+22.9791,11.5803,27
+22.7652,12.7142,27
+20.3709,10.9524,27
+23.4253,10.8558,27
+22.4455,11.9138,27
+23.2436,13.487,27
+21.3783,11.8586,27
+22.7974,10.7477,27
+23.2137,12.5578,27
+23.7956,12.9327,27
+22.5674,13.0707,27
+23.0228,11.9667,27
+21.7394,10.7822,27
+22.0062,11.5826,27
+21.3415,13.1121,27
+22.0315,11.5297,27
+22.687,10.8949,27
+22.1718,12.0035,27
+24.0233,13.2179,27
+23.5518,12.2174,27
+22.9032,11.5274,27
+21.6221,12.1691,27
+22.6318,10.7615,27
+22.2155,12.1599,27
+22.273,11.9322,27
+23.9175,12.9258,27
+22.365,11.8701,27
+22.4915,11.7137,27
+23.8278,12.7579,27
+23.607,12.1553,27
+23.308,11.0191,27
+23.9451,10.2923,27
+22.4064,12.5371,27
+22.4984,11.9575,27
+21.997,10.8144,27
+23.2459,11.8011,27
+22.2891,11.9874,27
+23.1539,11.417,27
+22.8641,13.142,27
+21.6336,12.2312,27
+23.2252,11.9989,27
+22.3719,11.7413,27
+23.8577,11.8126,27
+23.1792,11.1111,27
+21.7187,12.2818,27
+23.4483,12.1691,27
+23.0826,12.4566,27
+23.0044,11.4331,27
+21.905,12.4359,27
+22.7514,11.2008,27
+24.1981,10.8604,27
+23.1677,12.3209,27
+21.6865,12.2335,27
+22.3673,13.2616,27
+22.9216,11.6309,27
+21.6865,12.0403,27
+22.1672,10.8006,27
+21.9579,11.3549,27
+22.8963,11.7505,27
+22.917,11.1272,27
+23.2712,12.3209,27
+22.7146,12.0081,27
+22.0315,12.2726,27
+22.2868,10.52,27
+22.9308,13.2455,27
+21.7808,12.1047,27
+23.8094,12.4106,27
+22.4639,11.3641,27
+22.1557,11.4308,27
+22.6686,11.7321,27
+22.7123,12.0771,27
+23.722,11.7367,27
+22.7399,11.5044,27
+22.3581,11.6424,27
+22.0683,12.2864,27
+22.457,11.3158,27
+22.5099,12.1093,27
+21.8544,11.164,27
+22.6157,11.8517,27
+24.0946,11.9874,27
+22.1994,11.6861,27
+23.1723,11.2399,27
+22.963,11.9,27
+22.411,12.2703,27
+23.3218,12.659,27
+23.2321,12.0426,27
+10.4027,23.6553,28
+10.0117,24.0394,28
+10.5499,23.9474,28
+10.7523,25.4355,28
+8.7766,25.2837,28
+9.4689,23.4667,28
+10.7822,23.3402,28
+10.9662,23.8646,28
+10.0669,26.0749,28
+9.6069,25.0698,28
+9.5149,25.0882,28
+11.1755,25.9967,28
+11.0122,25.3412,28
+10.0255,23.9773,28
+9.6184,25.3987,28
+10.4326,24.5178,28
+9.0825,22.135,28
+8.6547,24.757,28
+10.7776,24.4902,28
+9.4114,24.4695,28
+10.1796,24.6857,28
+10.6787,23.9934,28
+11.4814,24.4327,28
+9.3999,23.6622,28
+10.2762,24.6512,28
+10.9202,24.7708,28
+9.2458,24.849,28
+10.4142,24.5201,28
+9.9289,24.7915,28
+10.0439,24.3936,28
+10.5476,23.6208,28
+10.4119,25.9737,28
+11.0766,23.8715,28
+9.7886,24.5592,28
+9.9611,24.4396,28
+10.2762,24.4235,28
+10.9639,24.964,28
+10.5982,24.7616,28
+10.1405,23.2942,28
+11.3664,23.8531,28
+10.3452,24.2947,28
+10.3567,24.3867,28
+9.9082,24.849,28
+9.393,23.239,28
+11.7551,23.9796,28
+10.1313,25.0284,28
+9.8162,23.8945,28
+9.4712,24.7915,28
+10.175,25.1779,28
+10.3452,24.6535,28
+9.5839,25.4516,28
+9.5103,25.9369,28
+10.7155,23.0527,28
+9.7679,25.0077,28
+11.0099,24.4534,28
+10.8903,24.734,28
+9.2596,24.2211,28
+8.519,22.8986,28
+10.612,25.2032,28
+10.5522,22.9055,28
+11.4009,23.9819,28
+10.0002,24.0486,28
+11.555,25.0399,28
+10.819,24.8168,28
+9.6276,24.3108,28
+11.0674,24.2165,28
+10.9041,24.0095,28
+9.1814,25.3895,28
+9.8599,24.1199,28
+9.922,23.7059,28
+10.1244,25.0031,28
+9.7472,24.2947,28
+11.003,24.2372,28
+10.2026,24.1153,28
+11.3526,23.5058,28
+10.681,23.3356,28
+10.5315,24.9571,28
+11.0122,25.0905,28
+10.3958,23.4368,28
+9.8024,23.9704,28
+9.8484,23.8393,28
+10.5706,23.8761,28
+10.1773,24.7271,28
+10.819,23.8324,28
+11.8563,25.9346,28
+10.083,24.1015,28
+9.508,23.8439,28
+9.5333,24.8697,28
+10.4303,23.4759,28
+9.1814,24.9732,28
+10.5844,23.7749,28
+9.485,22.9354,28
+10.1796,22.3167,28
+10.589,23.8531,28
+8.8203,25.0905,28
+10.6258,24.2096,28
+10.4395,24.0164,28
+10.4441,24.0785,28
+9.4528,24.5615,28
+10.3567,24.3154,28
+14.4783,21.7647,29
+15.0487,22.5398,29
+14.5358,22.388,29
+14.7934,23.147,29
+15.3822,21.7624,29
+16.8105,21.8291,29
+16.2838,22.4271,29
+16.5644,21.0103,29
+16.0653,22.5444,29
+16.5874,22.4708,29
+15.7042,22.1419,29
+17.2015,20.7826,29
+15.7318,22.4915,29
+15.1269,20.4468,29
+15.8468,22.8572,29
+15.8353,21.6865,29
+16.5874,23.3931,29
+14.7865,22.2086,29
+14.6968,21.8751,29
+15.7042,22.8664,29
+14.5174,22.7054,29
+15.2672,21.422,29
+15.2534,20.9712,29
+15.9871,21.9648,29
+15.1292,23.0343,29
+15.5662,22.6916,29
+17.3924,20.8516,29
+16.1297,22.1419,29
+15.2465,22.1695,29
+14.6692,20.8608,29
+14.5818,23.2758,29
+15.3132,21.5485,29
+15.1729,22.8503,29
+15.2557,21.2265,29
+15.7594,21.7693,29
+15.5547,21.9096,29
+14.3173,23.2896,29
+14.8601,22.2891,29
+14.5657,23.1976,29
+14.8003,22.2086,29
+14.9958,21.8866,29
+14.6485,21.1368,29
+14.6002,21.8406,29
+14.982,21.0034,29
+15.1269,21.6566,29
+15.3132,22.3558,29
+14.9429,21.4496,29
+15.4903,21.3415,29
+14.6623,21.3277,29
+15.0809,22.6709,29
+15.0901,21.3346,29
+15.7479,22.6985,29
+15.9986,22.802,29
+15.7502,21.8912,29
+15.8882,22.595,29
+14.66,22.2569,29
+16.1918,21.468,29
+15.4489,20.9597,29
+14.5519,21.9878,29
+15.3799,21.3116,29
+16.2401,21.6934,29
+17.0106,21.8383,29
+14.9291,23.4138,29
+15.6467,21.1575,29
+15.5018,20.7596,29
+15.6421,21.5025,29
+15.6352,21.3944,29
+15.8008,21.5738,29
+14.9314,22.181,29
+14.177,21.3622,29
+14.3909,22.1925,29
+14.9613,21.2081,29
+15.6858,21.1207,29
+15.8905,21.1069,29
+16.1343,21.1414,29
+15.8215,22.1373,29
+14.4921,21.5531,29
+15.8974,21.4841,29
+14.2529,21.6911,29
+16.4356,23.4874,29
+16.0354,23.2482,29
+15.8629,23.6714,29
+14.3909,21.7141,29
+16.6104,20.9459,29
+15.6766,22.3811,29
+14.8877,21.9073,29
+15.4742,21.9694,29
+15.8169,21.7762,29
+15.5846,22.5053,29
+15.1706,21.7762,29
+15.3247,22.3926,29
+15.879,20.4192,29
+14.844,22.0729,29
+15.2695,21.4933,29
+14.5887,23.3172,29
+15.5731,21.2449,29
+15.81,21.2794,29
+15.6766,22.2086,29
+14.9406,22.526,29
+13.9999,21.6474,29
+6.2144,11.6723,30
+5.8073,11.3227,30
+5.5474,10.2233,30
+3.9811,10.7615,30
+5.4117,11.0053,30
+4.2272,10.2279,30
+6.2282,10.1543,30
+4.5929,8.9054,30
+5.4991,9.5954,30
+4.0708,10.5844,30
+3.9788,10.2233,30
+4.1237,10.2187,30
+4.0616,9.9979,30
+4.563,10.7086,30
+4.3353,10.1658,30
+4.8735,9.8599,30
+4.3583,9.3102,30
+5.2829,10.1911,30
+4.6527,9.4068,30
+5.4255,11.8103,30
+4.7194,9.5149,30
+4.9126,10.589,30
+3.8776,10.9777,30
+4.6159,10.1152,30
+5.2714,9.2826,30
+5.2875,10.1497,30
+4.954,8.9307,30
+4.0662,9.8415,30
+4.8758,10.9915,30
+6.1316,9.3102,30
+4.6596,10.2854,30
+5.5773,9.5034,30
+5.5474,10.2647,30
+4.5653,10.566,30
+6.1201,9.4137,30
+4.8482,9.3102,30
+4.6596,11.0214,30
+5.5819,9.9933,30
+5.1058,11.5274,30
+4.8068,8.1395,30
+5.897,10.2325,30
+5.4899,10.957,30
+4.8781,9.5425,30
+4.5354,9.4436,30
+4.8827,10.2486,30
+6.2673,10.819,30
+4.8091,9.6529,30
+5.8924,10.6465,30
+5.2737,10.98,30
+5.2369,9.0848,30
+5.9798,9.3447,30
+4.7378,10.6833,30
+5.644,10.6327,30
+4.54,9.278,30
+5.2576,10.957,30
+4.701,9.1423,30
+6.1247,10.6741,30
+5.9821,9.4137,30
+3.8017,10.704,30
+4.1605,10.0416,30
+5.4876,10.7247,30
+4.2916,9.1492,30
+6.081,10.1612,30
+5.069,10.8397,30
+6.8055,9.4459,30
+3.9742,10.1819,30
+4.8781,10.2095,30
+4.3974,8.7605,30
+6.3662,9.4045,30
+4.6619,10.4648,30
+5.552,9.715,30
+4.3974,10.3866,30
+5.1196,10.2118,30
+5.7222,10.5177,30
+4.7033,9.3608,30
+4.8965,9.1515,30
+5.4692,10.0094,30
+6.1109,10.6695,30
+4.3422,11.5504,30
+5.2484,9.4206,30
+4.8574,9.7219,30
+5.5566,11.1801,30
+5.6578,9.3424,30
+4.701,9.8783,30
+4.632,11.6723,30
+5.0115,10.3981,30
+5.6555,10.2969,30
+4.9885,10.6557,30
+5.7636,10.5085,30
+5.483,11.1111,30
+5.7935,10.6005,30
+5.0092,11.5159,30
+4.7976,9.6897,30
+5.7222,9.7472,30
+6.2144,9.8277,30
+5.4899,10.7086,30
+5.2323,10.198,30
+4.1076,10.7132,30
+4.6872,11.7666,30
+5.5198,10.1681,30
+5.8441,17.3993,31
+4.6182,17.7535,31
+5.368,17.5005,31
+6.0672,15.9986,31
+5.8533,16.4103,31
+5.4899,17.2774,31
+5.6279,16.5667,31
+5.0253,18.156,31
+6.6882,16.2424,31
+5.897,17.3625,31
+5.1173,16.7461,31
+5.6118,17.3809,31
+6.0511,16.1021,31
+4.3192,16.661,31
+5.9775,17.8248,31
+5.9223,16.9899,31
+5.7889,16.8933,31
+5.5267,16.0883,31
+6.7181,17.5971,31
+5.4508,15.3776,31
+5.7498,17.0014,31
+5.7406,15.9641,31
+7.0309,16.73,31
+5.4117,17.0819,31
+4.3307,17.2567,31
+5.8993,16.5437,31
+6.2075,15.6697,31
+6.0741,17.696,31
+5.253,16.8128,31
+4.5354,15.8491,31
+6.1132,16.0446,31
+5.2484,17.6615,31
+6.6767,15.7387,31
+6.1086,17.3855,31
+5.7935,17.8478,31
+6.1132,16.1872,31
+5.8004,15.4972,31
+6.7388,17.2337,31
+6.1891,18.1169,31
+5.0644,17.5649,31
+4.8758,16.5598,31
+5.0828,17.7834,31
+5.7935,17.4499,31
+6.7802,16.983,31
+4.862,17.1118,31
+6.0465,17.5051,31
+5.5888,16.3114,31
+6.3455,16.8772,31
+5.7084,15.7893,31
+6.2535,16.4954,31
+6.6537,17.0198,31
+6.2052,15.6674,31
+6.3018,15.7893,31
+5.9453,16.7967,31
+5.6394,17.9766,31
+5.4761,16.9186,31
+7.0608,16.086,31
+4.7562,17.8777,31
+5.4531,17.4154,31
+6.1155,16.8772,31
+5.9936,17.7029,31
+4.8643,16.0814,31
+5.4968,16.1826,31
+6.0442,17.0934,31
+6.3409,17.7857,31
+4.7217,16.0055,31
+7.0493,16.224,31
+5.0552,18.5217,31
+5.4416,18.4987,31
+6.9872,17.2383,31
+5.1311,16.6817,31
+7.4311,18.3331,31
+6.0879,16.1205,31
+5.8878,16.3781,31
+6.2121,17.9582,31
+6.9849,17.1785,31
+5.3542,17.2015,31
+7.2149,16.7944,31
+6.8906,16.0952,31
+5.552,15.557,31
+6.0488,16.2102,31
+5.7498,16.5069,31
+6.3064,16.8243,31
+5.3266,16.6725,31
+6.4237,17.4706,31
+5.1909,16.1458,31
+5.8947,16.2677,31
+5.4669,17.7489,31
+4.816,17.0037,31
+5.8901,16.9393,31
+6.0419,17.3625,31
+6.5456,16.6978,31
+6.0626,17.0865,31
+5.1219,18.4274,31
+7.3414,16.8197,31
+5.138,16.615,31
+5.736,16.9991,31
+5.276,17.2475,31
+6.4444,16.2033,31
+7.162,18.1836,31
diff --git a/artificial/DS-577.arff b/artificial/DS-577.arff
new file mode 100644
index 0000000..1c2db82
--- /dev/null
+++ b/artificial/DS-577.arff
@@ -0,0 +1,589 @@
+% Dataset from: http://mail.tku.edu.tw/chchou/others/others.htm
+%
+% M. C. Su, C. H. Chou, and C. C. Hsieh, “Fuzzy C-Means Algorithm with a Point Symmetry Distance,”
+% International Journal of Fuzzy Systems, vol. 7, no. 4, pp. 175-181, 2005.
+%
+@RELATION DS-577
+
+@ATTRIBUTE x REAL
+@ATTRIBUTE y REAL
+@ATTRIBUTE class {1,2,3}
+
+@DATA
+4.489013,3.949385,1
+3.234519,3.032182,1
+2.339381,3.233512,1
+3.067888,3.272515,1
+3.337977,3.214286,1
+1.623692,1.968673,1
+4.459075,3.803079,1
+2.746071,2.881115,1
+3.022935,3.244224,1
+2.634098,2.410794,1
+2.209555,2.269341,1
+2.938520,4.243461,1
+3.307581,3.077136,1
+4.325037,3.338618,1
+2.868755,2.639683,1
+2.849528,2.990066,1
+3.360591,3.146077,1
+1.935163,2.120289,1
+3.001328,3.005997,1
+2.815287,2.893017,1
+1.970595,2.479919,1
+3.990677,3.728278,1
+3.402707,3.298334,1
+3.945814,2.965621,1
+2.735176,2.449980,1
+3.608432,3.170064,1
+3.252739,3.002152,1
+2.484497,3.060198,1
+3.994705,3.673803,1
+2.799814,2.734718,1
+2.907117,2.647374,1
+3.115223,4.262139,1
+2.973952,2.696356,1
+3.986648,3.551485,1
+3.326075,3.389431,1
+1.859722,1.628361,1
+2.762185,2.475341,1
+2.888989,3.010208,1
+2.817301,3.156148,1
+3.017533,2.841655,1
+3.685522,3.447386,1
+3.414609,3.078967,1
+2.412534,2.670171,1
+3.551576,3.318201,1
+3.119800,3.169698,1
+3.662816,3.273339,1
+1.914106,2.575411,1
+2.720985,2.346248,1
+3.747047,3.591311,1
+4.447722,3.787515,1
+2.788827,2.815561,1
+3.065783,2.989334,1
+3.015519,3.216941,1
+2.533937,2.938429,1
+2.929548,3.161733,1
+3.606601,3.310785,1
+3.961470,3.833018,1
+3.200095,3.341090,1
+3.943892,3.325709,1
+2.584658,2.652593,1
+3.367641,3.577944,1
+2.175130,2.389279,1
+3.093066,3.129780,1
+2.019761,2.741035,1
+4.233482,4.221580,1
+2.910321,2.896588,1
+1.983322,2.480926,1
+3.507996,2.276940,1
+3.990402,4.059343,1
+1.925916,1.847545,1
+3.645787,3.182974,1
+4.467864,3.664098,1
+3.275536,3.071001,1
+4.161977,3.177847,1
+3.095080,2.917920,1
+4.149342,2.954726,1
+3.058275,2.963149,1
+3.212088,3.750984,1
+2.805124,2.793954,1
+4.023911,3.317652,1
+1.784738,2.587313,1
+2.851543,2.983566,1
+3.440977,3.477416,1
+3.884014,3.279107,1
+2.566988,1.667821,1
+3.631870,3.683508,1
+4.088458,3.490051,1
+3.419828,3.199820,1
+2.707251,2.447600,1
+3.235984,3.104053,1
+3.289636,3.267296,1
+2.412900,2.971023,1
+3.734321,3.365169,1
+3.032090,3.086383,1
+3.335414,2.976608,1
+3.027696,2.906568,1
+4.230003,3.549654,1
+2.794412,2.961592,1
+2.394681,2.819956,1
+3.058641,2.859142,1
+4.406613,3.409665,1
+2.688025,2.837901,1
+3.278008,2.598025,1
+3.077044,3.235527,1
+2.397153,2.696722,1
+3.551210,3.163015,1
+4.190451,3.168416,1
+3.975661,3.483825,1
+2.232810,2.231712,1
+3.067614,2.632267,1
+4.437742,3.717017,1
+3.957350,3.623539,1
+1.619938,2.306330,1
+2.358333,2.488342,1
+2.216697,3.003250,1
+1.918134,2.094745,1
+4.448454,3.367367,1
+4.092486,3.572451,1
+3.174734,3.003067,1
+2.684088,3.011216,1
+2.024979,1.756264,1
+3.234336,3.186087,1
+2.188406,3.151204,1
+3.201285,3.398129,1
+3.079424,3.077868,1
+3.771584,3.194418,1
+3.158528,4.194937,1
+3.240745,2.722175,1
+3.004074,2.656713,1
+4.359004,3.983718,1
+3.045457,3.725257,1
+3.311518,3.196341,1
+3.102863,3.114399,1
+2.704230,2.827280,1
+2.041917,2.068468,1
+3.529603,3.167592,1
+1.794351,2.203787,1
+3.494263,3.562563,1
+4.082690,3.480621,1
+2.457213,3.019456,1
+3.813425,3.711249,1
+3.066973,3.531343,1
+2.773629,2.889630,1
+2.249748,2.807321,1
+3.618595,3.175283,1
+2.797983,2.840190,1
+1.904126,3.045457,1
+3.362239,2.910504,1
+2.943556,2.240318,1
+2.555361,2.811625,1
+3.765175,3.232414,1
+2.491638,2.394314,1
+3.685614,2.645451,1
+3.340632,3.259880,1
+1.918226,2.746071,1
+2.996475,3.052416,1
+2.523499,3.386685,1
+3.628666,3.390255,1
+4.116474,3.218497,1
+2.613132,2.772439,1
+3.207785,3.330836,1
+2.992813,3.088488,1
+3.233055,3.377255,1
+1.767800,2.044023,1
+2.996384,3.115223,1
+3.601840,2.843760,1
+3.942701,3.336421,1
+3.245048,3.634434,1
+2.772988,3.315912,1
+4.425474,3.311792,1
+3.493622,3.076952,1
+3.586550,3.219779,1
+3.369289,3.120167,1
+3.822855,3.334498,1
+2.712561,2.337275,1
+3.655492,3.177847,1
+2.587588,2.708991,1
+3.208426,3.031816,1
+3.306482,3.462127,1
+3.516236,3.213370,1
+2.438810,2.723365,1
+3.334407,3.013596,1
+4.029862,3.311426,1
+3.439787,3.152211,1
+3.083178,3.240837,1
+2.100421,1.732002,1
+3.254204,3.328455,1
+2.785348,3.730201,1
+4.286676,3.583987,1
+1.889660,2.654149,1
+2.709815,2.390561,1
+2.923139,2.828928,1
+2.654332,2.930189,1
+2.894391,2.502533,1
+3.320032,3.080798,1
+2.326014,2.402280,1
+1.332209,0.848247,2
+0.332606,1.522279,2
+1.871746,0.571383,2
+0.207541,1.269402,2
+1.274987,0.755776,2
+-0.315058,1.648808,2
+0.344783,0.985763,2
+1.361049,0.866649,2
+2.266167,0.112964,2
+1.621342,0.739845,2
+1.357845,0.763741,2
+0.229057,1.541688,2
+0.090167,2.268548,2
+0.854747,0.964064,2
+1.111011,0.955916,2
+0.646733,1.228477,2
+0.478088,1.719123,2
+2.260125,0.195547,2
+1.244407,0.994827,2
+0.884320,1.153676,2
+1.209342,0.657262,2
+1.785043,0.957106,2
+0.503357,1.339991,2
+0.797342,1.069720,2
+-0.031785,1.403989,2
+1.447295,0.832316,2
+0.872784,1.564486,2
+0.167989,1.615665,2
+2.123798,1.055895,2
+0.881756,1.013138,2
+1.551759,0.457488,2
+1.230125,0.906842,2
+0.793588,0.533113,2
+1.406369,0.729133,2
+1.399228,1.232414,2
+0.842662,1.141316,2
+-0.146321,1.084460,2
+2.246941,0.728401,2
+1.768929,0.250023,2
+0.961959,0.926069,2
+0.312922,1.584811,2
+0.590243,1.318567,2
+1.702002,0.393399,2
+0.133290,0.976333,2
+1.409116,0.916822,2
+0.187765,1.056169,2
+0.675939,0.721442,2
+1.467528,0.469115,2
+0.868755,0.925977,2
+0.826731,1.108997,2
+2.161336,0.437346,2
+1.886944,0.347163,2
+0.483856,1.694678,2
+1.781289,0.356319,2
+0.980819,0.936048,2
+1.145161,0.524140,2
+0.166158,1.298975,2
+-0.324396,1.584536,2
+-0.341426,1.224631,2
+1.225364,1.003067,2
+-0.391873,1.768654,2
+0.487243,1.501587,2
+0.555727,0.266137,2
+1.356380,0.913251,2
+1.426054,0.948958,2
+0.377010,1.230766,2
+1.322687,0.881298,2
+1.500122,1.665929,2
+0.299554,1.255211,2
+0.599673,1.257958,2
+1.203757,1.232139,2
+-0.097888,1.645146,2
+1.097736,1.046007,2
+0.911328,1.066057,2
+1.009110,0.979904,2
+0.693609,0.765481,2
+1.398953,1.091510,2
+1.445647,1.087573,2
+1.269585,1.145619,2
+2.035539,-0.051561,2
+-0.315882,2.136799,2
+1.404996,1.620792,2
+0.083392,1.695502,2
+-0.300501,1.673162,2
+1.384487,1.113392,2
+0.282800,1.316553,2
+0.106098,1.694678,2
+0.322077,1.729560,2
+1.707404,0.832774,2
+1.344844,1.204581,2
+0.537049,0.909223,2
+2.113269,0.149220,2
+0.928449,0.961592,2
+1.793008,0.092730,2
+0.832316,1.120258,2
+0.886059,0.724006,2
+0.660100,0.851817,2
+0.420316,1.373867,2
+0.638127,1.330836,2
+1.000961,0.957747,2
+0.699927,1.211447,2
+0.949599,0.947493,2
+1.890973,0.519196,2
+1.723426,0.720435,2
+1.515870,1.256035,2
+1.186544,1.440428,2
+0.507019,1.176748,2
+0.225944,1.425779,2
+1.159719,1.032456,2
+1.120533,0.497131,2
+0.635289,1.041520,2
+1.659612,0.721809,2
+0.931745,0.951613,2
+0.488891,1.793649,2
+0.992538,0.840556,2
+-0.456511,1.874676,2
+0.868572,0.742409,2
+0.929090,1.108539,2
+1.931257,0.600040,2
+1.494903,0.540437,2
+1.755745,0.369594,2
+1.141133,0.991714,2
+0.834330,1.098834,2
+1.517609,1.001968,2
+0.964156,0.889355,2
+1.650548,0.798074,2
+0.784982,0.945753,2
+1.296777,0.942640,2
+0.968551,1.134449,2
+0.866100,1.078875,2
+0.989883,1.458098,2
+0.128620,1.467162,2
+0.668523,0.963973,2
+1.142232,0.816568,2
+1.325159,0.839824,2
+1.322321,0.588687,2
+1.317011,0.877911,2
+0.956740,1.112201,2
+1.279565,0.934767,2
+1.107990,0.923963,2
+0.078906,1.856182,2
+0.726112,1.119892,2
+0.396146,1.256127,2
+0.209189,0.860790,2
+1.167959,1.000320,2
+0.165700,1.553682,2
+0.695715,1.142964,2
+2.241081,0.369778,2
+2.200613,-0.093585,2
+-0.042680,1.140584,2
+0.919202,0.842845,2
+0.003372,1.514771,2
+0.407498,0.821970,2
+0.755226,1.210349,2
+0.615238,1.132618,2
+0.796884,1.184347,2
+1.625828,0.801370,2
+1.418088,0.815744,2
+-0.177541,2.055132,2
+-0.089007,1.580782,2
+0.308618,0.921308,2
+-0.428312,2.089282,2
+1.589938,0.716224,2
+1.155416,1.310327,2
+0.352107,1.350429,2
+0.088153,1.730750,2
+1.129231,0.751839,2
+2.048448,0.202872,2
+1.430448,0.759346,2
+2.012558,-0.068682,2
+1.058275,0.115894,2
+0.677679,1.285607,2
+1.929609,0.365474,2
+0.366573,1.350063,2
+2.025559,0.646733,2
+1.722327,0.960768,2
+1.651280,0.438627,2
+1.366817,0.796793,2
+1.075030,0.974319,2
+2.290521,0.317774,2
+0.984756,0.973678,2
+0.107013,2.156850,2
+0.521210,1.250175,2
+0.947493,1.286615,2
+0.201590,1.429441,2
+1.868816,0.062059,2
+0.665868,1.041154,2
+1.559450,0.707068,2
+0.366573,1.778634,2
+1.060381,1.000320,2
+1.044176,1.323969,2
+1.299524,0.697089,2
+1.588565,0.387906,2
+0.461058,0.879101,2
+0.630345,1.248436,2
+1.538026,0.268700,2
+2.027299,0.041917,2
+1.413785,0.778665,2
+1.009568,0.959944,2
+-0.051469,1.881542,2
+0.885128,3.970916,3
+0.515793,3.084201,3
+0.982452,4.144597,3
+0.128422,3.436140,3
+-0.030885,3.130161,3
+0.209265,3.584185,3
+0.453169,3.568438,3
+0.616688,3.896664,3
+0.276742,3.416913,3
+0.087405,3.869930,3
+-0.271126,3.524674,3
+0.844386,4.075198,3
+0.390912,3.153325,3
+0.971007,3.939055,3
+1.486740,3.036866,3
+-0.009552,2.546770,2
+-0.074374,3.485946,3
+0.308237,4.558061,3
+0.479720,4.007172,3
+0.964141,3.105716,3
+0.878994,3.106906,3
+0.497665,3.329203,3
+0.480087,4.149724,3
+0.206610,3.510575,3
+1.151738,3.573565,3
+0.041810,3.046205,3
+-0.437300,3.074496,3
+-0.195502,4.044252,3
+0.768395,3.269051,3
+1.335032,3.786157,3
+0.324900,3.628132,3
+0.338816,3.429365,3
+0.416639,2.573504,3
+0.532548,3.536485,3
+0.408307,2.782891,3
+0.612934,4.453139,3
+-0.213355,4.576281,3
+-0.685598,3.784326,3
+1.173620,3.855739,3
+0.335246,2.662496,3
+0.622730,3.404187,3
+1.207221,3.432844,3
+0.519822,3.331584,3
+0.507096,3.156346,3
+-0.685415,4.379803,3
+0.254677,4.889859,3
+-0.051576,3.126133,3
+1.586352,3.733512,3
+1.144322,3.073489,3
+1.824030,4.205390,3
+0.070650,4.699057,3
+0.013611,2.650410,3
+1.365337,3.597186,3
+-0.645497,3.334971,3
+0.166051,3.200842,3
+-0.453139,2.968017,3
+1.008820,3.778558,3
+0.166417,3.463973,3
+0.410779,4.696951,3
+0.604968,3.457472,3
+0.715934,3.486221,3
+0.057466,3.502335,3
+0.113956,3.519547,3
+1.234596,3.425703,3
+0.120273,3.055086,3
+0.899319,3.914151,3
+0.415448,3.846950,3
+0.562761,3.103702,3
+-0.543504,3.972198,3
+0.487869,2.824000,3
+-0.583239,3.318125,3
+0.910215,4.157231,3
+0.235176,3.721793,3
+-0.126469,2.821894,3
+1.250435,3.059481,3
+0.823511,3.548570,3
+1.797113,3.997833,3
+0.319498,3.042543,3
+0.799890,2.914457,3
+0.447676,3.159459,3
+0.084017,4.152745,3
+0.190588,2.855861,3
+-0.450392,3.270608,3
+1.898007,3.726096,3
+-0.358470,3.083651,3
+-0.353252,3.164586,3
+0.689474,3.431013,3
+0.253853,3.002716,3
+0.558641,3.082369,3
+0.898312,4.010743,3
+0.475784,3.525681,3
+0.459304,4.237709,3
+1.202185,3.566240,3
+0.382855,3.864620,3
+0.100772,4.439222,3
+0.463424,3.516526,3
+0.476974,3.143345,3
+1.079684,3.525132,3
+0.374615,2.795892,3
+-0.538011,3.651753,3
+-0.383831,3.331034,3
+1.055696,4.334391,3
+0.993896,4.157872,3
+0.275826,3.702109,3
+0.389904,3.681509,3
+0.464522,3.088961,3
+-0.666829,3.808039,3
+0.837794,3.588580,3
+-0.698599,2.755791,3
+0.458205,3.403272,3
+0.729392,3.981536,3
+0.313547,2.873348,3
+-0.157964,3.197363,3
+0.325907,3.448500,3
+-0.121708,4.584704,3
+1.381909,3.329295,3
+1.270943,3.093448,3
+0.495010,3.511124,3
+0.610736,3.299173,3
+-0.625080,3.143712,3
+0.497482,3.745140,3
+-0.131779,3.730399,3
+0.305124,3.563952,3
+0.940519,3.009491,3
+-0.169042,3.394940,3
+0.239021,4.161718,3
+0.185186,2.893033,3
+-0.734306,2.758721,3
+-0.049837,3.139409,3
+-0.332377,2.830409,3
+0.478805,2.878933,3
+-0.077303,3.415998,3
+0.457472,4.719565,3
+-0.040132,3.198370,3
+-0.276620,4.490310,3
+-0.228278,3.518357,3
+0.202948,3.230873,3
+0.536485,4.103214,3
+0.495193,3.351360,3
+0.347514,3.261269,3
+0.010224,3.607532,3
+1.292184,3.304483,3
+1.554765,3.235084,3
+-0.152104,3.453536,3
+0.277291,4.954680,3
+-0.342265,4.141942,3
+1.771569,3.518723,3
+0.856288,3.551775,3
+-0.225623,3.630146,3
+0.803644,3.704306,3
+1.124180,3.071383,3
+0.311533,3.328471,3
+1.154851,3.234169,3
+0.700369,3.586200,3
+0.023591,3.808588,3
+0.724540,3.667592,3
+0.784417,3.867550,3
+0.689566,2.997131,3
+0.101596,4.134800,3
+0.275460,3.141057,3
+0.783776,3.478988,3
+1.227454,3.224738,3
+-0.328715,3.701010,3
+0.569903,3.740196,3
+0.016449,3.377819,3
+-0.155217,4.657857,3
+0.940153,3.380291,3
+-0.259682,2.703055,3
+-0.327708,4.990020,3
+1.066683,4.007630,3
+0.628315,3.307047,3
+0.431745,3.225471,3
+-0.742821,2.961425,3
+0.155522,3.770318,3
+1.997436,4.338694,3
+0.951415,3.466628,3
+0.533647,3.069552,3
+-0.196966,3.260994,3
+0.000336,4.792535,3
+0.532273,3.239113,3
+0.403729,3.725913,3
diff --git a/artificial/DS-850.arff b/artificial/DS-850.arff
new file mode 100644
index 0000000..36d5a88
--- /dev/null
+++ b/artificial/DS-850.arff
@@ -0,0 +1,862 @@
+% Dataset from: http://mail.tku.edu.tw/chchou/others/others.htm
+%
+% M. C. Su, C. H. Chou, and C. C. Hsieh, “Fuzzy C-Means Algorithm with a Point Symmetry Distance,”
+% International Journal of Fuzzy Systems, vol. 7, no. 4, pp. 175-181, 2005.
+%
+@RELATION DS-850
+%
+@ATTRIBUTE x REAL
+@ATTRIBUTE y REAL
+@ATTRIBUTE CLASS {0,1,2,3,4}
+%
+@DATA
+4.489013,3.949385,2
+3.234519,3.032182,2
+2.339381,3.233512,2
+3.067888,3.272515,2
+3.337977,3.214286,2
+1.623692,1.968673,2
+4.459075,3.803079,2
+2.746071,2.881115,2
+3.022935,3.244224,2
+2.634098,2.410794,2
+2.209555,2.269341,2
+2.93852,4.243461,2
+3.307581,3.077136,2
+4.325037,3.338618,2
+2.868755,2.639683,2
+2.849528,2.990066,2
+3.360591,3.146077,2
+1.935163,2.120289,2
+3.001328,3.005997,2
+2.815287,2.893017,2
+1.970595,2.479919,2
+3.990677,3.728278,2
+3.402707,3.298334,2
+3.945814,2.965621,2
+2.735176,2.44998,2
+3.608432,3.170064,2
+3.252739,3.002152,2
+2.484497,3.060198,2
+3.994705,3.673803,2
+2.799814,2.734718,2
+2.907117,2.647374,2
+3.115223,4.262139,2
+2.973952,2.696356,2
+3.986648,3.551485,2
+3.326075,3.389431,2
+1.859722,1.628361,2
+2.762185,2.475341,2
+2.888989,3.010208,2
+2.817301,3.156148,2
+3.017533,2.841655,2
+3.685522,3.447386,2
+3.414609,3.078967,2
+2.412534,2.670171,2
+3.551576,3.318201,2
+3.1198,3.169698,2
+3.662816,3.273339,2
+1.914106,2.575411,2
+2.720985,2.346248,2
+3.747047,3.591311,2
+4.447722,3.787515,2
+2.788827,2.815561,2
+3.065783,2.989334,2
+3.015519,3.216941,2
+2.533937,2.938429,2
+2.929548,3.161733,2
+3.606601,3.310785,2
+3.96147,3.833018,2
+3.200095,3.34109,2
+3.943892,3.325709,2
+2.584658,2.652593,2
+3.367641,3.577944,2
+2.17513,2.389279,2
+3.093066,3.12978,2
+2.019761,2.741035,2
+4.233482,4.22158,2
+2.910321,2.896588,2
+1.983322,2.480926,2
+3.507996,2.27694,2
+3.990402,4.059343,2
+1.925916,1.847545,2
+3.645787,3.182974,2
+4.467864,3.664098,2
+3.275536,3.071001,2
+4.161977,3.177847,2
+3.09508,2.91792,2
+4.149342,2.954726,2
+3.058275,2.963149,2
+3.212088,3.750984,2
+2.805124,2.793954,2
+4.023911,3.317652,2
+1.784738,2.587313,2
+2.851543,2.983566,2
+3.440977,3.477416,2
+3.884014,3.279107,2
+2.566988,1.667821,1
+3.63187,3.683508,2
+4.088458,3.490051,2
+3.419828,3.19982,2
+1.620579,2.594363,2
+2.707251,2.4476,2
+3.235984,3.104053,2
+3.289636,3.267296,2
+2.4129,2.971023,2
+3.734321,3.365169,2
+3.03209,3.086383,2
+3.335414,2.976608,2
+3.027696,2.906568,2
+4.230003,3.549654,2
+2.794412,2.961592,2
+2.394681,2.819956,2
+3.058641,2.859142,2
+4.406613,3.409665,2
+2.688025,2.837901,2
+3.278008,2.598025,2
+3.077044,3.235527,2
+2.397153,2.696722,2
+3.55121,3.163015,2
+4.190451,3.168416,2
+3.975661,3.483825,2
+2.23281,2.231712,2
+3.067614,2.632267,2
+4.437742,3.717017,2
+3.95735,3.623539,2
+1.619938,2.30633,2
+2.358333,2.488342,2
+2.216697,3.00325,2
+1.918134,2.094745,2
+4.448454,3.367367,2
+4.092486,3.572451,2
+3.174734,3.003067,2
+2.684088,3.011216,2
+2.024979,1.756264,2
+3.234336,3.186087,2
+2.188406,3.151204,2
+3.201285,3.398129,2
+3.079424,3.077868,2
+3.771584,3.194418,2
+3.158528,4.194937,2
+3.240745,2.722175,2
+3.004074,2.656713,2
+4.359004,3.983718,2
+3.045457,3.725257,2
+3.311518,3.196341,2
+3.102863,3.114399,2
+2.70423,2.82728,2
+2.041917,2.068468,2
+3.529603,3.167592,2
+1.794351,2.203787,2
+3.494263,3.562563,2
+4.08269,3.480621,2
+2.457213,3.019456,2
+3.813425,3.711249,2
+3.066973,3.531343,2
+2.773629,2.88963,2
+2.249748,2.807321,2
+3.618595,3.175283,2
+2.797983,2.84019,2
+1.904126,3.045457,2
+3.362239,2.910504,2
+2.943556,2.240318,2
+2.555361,2.811625,2
+3.765175,3.232414,2
+2.491638,2.394314,2
+3.685614,2.645451,2
+3.340632,3.25988,2
+1.918226,2.746071,2
+2.996475,3.052416,2
+2.523499,3.386685,2
+3.628666,3.390255,2
+4.116474,3.218497,2
+2.613132,2.772439,2
+3.207785,3.330836,2
+2.992813,3.088488,2
+3.233055,3.377255,2
+1.7678,2.044023,2
+2.996384,3.115223,2
+3.60184,2.84376,2
+3.942701,3.336421,2
+3.245048,3.634434,2
+2.772988,3.315912,2
+4.425474,3.311792,2
+3.493622,3.076952,2
+3.58655,3.219779,2
+3.369289,3.120167,2
+3.822855,3.334498,2
+2.712561,2.337275,2
+3.655492,3.177847,2
+2.587588,2.708991,2
+3.208426,3.031816,2
+3.306482,3.462127,2
+3.516236,3.21337,2
+2.43881,2.723365,2
+3.334407,3.013596,2
+4.029862,3.311426,2
+3.439787,3.152211,2
+3.083178,3.240837,2
+2.100421,1.732002,2
+3.254204,3.328455,2
+2.785348,3.730201,2
+4.286676,3.583987,2
+1.88966,2.654149,2
+2.709815,2.390561,2
+2.923139,2.828928,2
+2.654332,2.930189,2
+2.894391,2.502533,2
+3.320032,3.080798,2
+2.326014,2.40228,2
+1.332209,0.848247,4
+0.332606,1.522279,4
+1.871746,0.571383,4
+0.207541,1.269402,4
+1.274987,0.755776,4
+-0.315058,1.648808,4
+0.344783,0.985763,4
+1.361049,0.866649,4
+2.266167,0.112964,4
+1.621342,0.739845,4
+1.357845,0.763741,4
+0.229057,1.541688,4
+0.090167,2.268548,4
+0.854747,0.964064,4
+1.111011,0.955916,4
+0.646733,1.228477,4
+0.478088,1.719123,4
+2.260125,0.195547,4
+1.244407,0.994827,4
+0.88432,1.153676,4
+1.209342,0.657262,4
+1.785043,0.957106,4
+0.503357,1.339991,4
+0.797342,1.06972,4
+-0.031785,1.403989,4
+1.447295,0.832316,4
+0.872784,1.564486,4
+0.167989,1.615665,4
+2.123798,1.055895,4
+0.881756,1.013138,4
+1.551759,0.457488,4
+1.230125,0.906842,4
+0.793588,0.533113,4
+1.406369,0.729133,4
+1.399228,1.232414,4
+0.842662,1.141316,4
+-0.146321,1.08446,4
+2.246941,0.728401,4
+1.768929,0.250023,4
+0.961959,0.926069,4
+0.312922,1.584811,4
+0.590243,1.318567,4
+1.702002,0.393399,4
+0.13329,0.976333,4
+1.409116,0.916822,4
+0.187765,1.056169,4
+0.675939,0.721442,4
+1.467528,0.469115,4
+0.868755,0.925977,4
+0.826731,1.108997,4
+2.161336,0.437346,4
+1.886944,0.347163,4
+0.483856,1.694678,4
+1.781289,0.356319,4
+0.980819,0.936048,4
+1.145161,0.52414,4
+0.166158,1.298975,4
+-0.324396,1.584536,4
+-0.341426,1.224631,4
+1.225364,1.003067,4
+-0.391873,1.768654,4
+0.487243,1.501587,4
+0.555727,0.266137,4
+1.35638,0.913251,4
+1.426054,0.948958,4
+0.37701,1.230766,4
+1.322687,0.881298,4
+1.500122,1.665929,4
+0.299554,1.255211,4
+0.599673,1.257958,4
+1.203757,1.232139,4
+-0.097888,1.645146,4
+1.097736,1.046007,4
+0.911328,1.066057,4
+1.00911,0.979904,4
+0.693609,0.765481,4
+1.398953,1.09151,4
+1.445647,1.087573,4
+1.269585,1.145619,4
+2.035539,-0.051561,4
+-0.315882,2.136799,4
+1.404996,1.620792,4
+0.083392,1.695502,4
+-0.300501,1.673162,4
+1.384487,1.113392,4
+0.2828,1.316553,4
+0.106098,1.694678,4
+0.322077,1.72956,4
+1.707404,0.832774,4
+1.344844,1.204581,4
+0.537049,0.909223,4
+2.113269,0.14922,4
+0.928449,0.961592,4
+1.793008,0.09273,4
+0.832316,1.120258,4
+0.886059,0.724006,4
+0.6601,0.851817,4
+0.420316,1.373867,4
+0.638127,1.330836,4
+1.000961,0.957747,4
+0.699927,1.211447,4
+0.949599,0.947493,4
+1.890973,0.519196,4
+1.723426,0.720435,4
+1.51587,1.256035,4
+1.186544,1.440428,4
+0.507019,1.176748,4
+0.225944,1.425779,4
+1.159719,1.032456,4
+1.120533,0.497131,4
+0.635289,1.04152,4
+1.659612,0.721809,4
+0.931745,0.951613,4
+0.488891,1.793649,4
+0.992538,0.840556,4
+-0.456511,1.874676,4
+0.868572,0.742409,4
+0.92909,1.108539,4
+1.931257,0.60004,4
+1.494903,0.540437,4
+1.755745,0.369594,4
+1.141133,0.991714,4
+0.83433,1.098834,4
+1.517609,1.001968,4
+0.964156,0.889355,4
+1.650548,0.798074,4
+0.784982,0.945753,4
+1.296777,0.94264,4
+0.968551,1.134449,4
+0.8661,1.078875,4
+0.989883,1.458098,4
+0.12862,1.467162,4
+0.668523,0.963973,4
+1.142232,0.816568,4
+1.325159,0.839824,4
+1.322321,0.588687,4
+1.317011,0.877911,4
+0.95674,1.112201,4
+1.279565,0.934767,4
+1.10799,0.923963,4
+0.078906,1.856182,4
+0.726112,1.119892,4
+0.396146,1.256127,4
+0.209189,0.86079,4
+1.167959,1.00032,4
+0.1657,1.553682,4
+0.695715,1.142964,4
+2.241081,0.369778,4
+2.200613,-0.093585,4
+-0.04268,1.140584,4
+0.919202,0.842845,4
+0.003372,1.514771,4
+0.407498,0.82197,4
+0.755226,1.210349,4
+0.615238,1.132618,4
+0.796884,1.184347,4
+1.625828,0.80137,4
+1.418088,0.815744,4
+-0.177541,2.055132,4
+-0.089007,1.580782,4
+0.308618,0.921308,4
+-0.428312,2.089282,4
+1.589938,0.716224,4
+1.155416,1.310327,4
+0.352107,1.350429,4
+0.088153,1.73075,4
+1.129231,0.751839,4
+2.048448,0.202872,4
+1.430448,0.759346,4
+2.012558,-0.068682,4
+1.058275,0.115894,4
+0.677679,1.285607,4
+1.929609,0.365474,4
+0.366573,1.350063,4
+2.025559,0.646733,4
+1.722327,0.960768,4
+1.65128,0.438627,4
+1.366817,0.796793,4
+1.07503,0.974319,4
+2.290521,0.317774,4
+0.984756,0.973678,4
+0.107013,2.15685,4
+0.52121,1.250175,4
+0.947493,1.286615,4
+0.20159,1.429441,4
+1.868816,0.062059,4
+0.665868,1.041154,4
+1.55945,0.707068,4
+0.366573,1.778634,4
+1.060381,1.00032,4
+1.044176,1.323969,4
+1.299524,0.697089,4
+1.588565,0.387906,4
+0.461058,0.879101,4
+0.630345,1.248436,4
+1.538026,0.2687,4
+2.027299,0.041917,4
+1.413785,0.778665,4
+1.009568,0.959944,4
+-0.051469,1.881542,4
+0.885128,3.970916,3
+0.515793,3.084201,3
+0.982452,4.144597,3
+0.128422,3.43614,3
+-0.030885,3.130161,3
+0.209265,3.584185,3
+0.453169,3.568438,3
+0.616688,3.896664,3
+0.276742,3.416913,3
+0.087405,3.86993,3
+-0.271126,3.524674,3
+0.844386,4.075198,3
+0.390912,3.153325,3
+0.971007,3.939055,3
+1.48674,3.036866,3
+-0.009552,2.54677,3
+-0.074374,3.485946,3
+0.308237,4.558061,3
+0.47972,4.007172,3
+0.964141,3.105716,3
+0.878994,3.106906,3
+0.497665,3.329203,3
+0.480087,4.149724,3
+0.20661,3.510575,3
+1.151738,3.573565,3
+0.04181,3.046205,3
+-0.4373,3.074496,3
+-0.195502,4.044252,3
+0.768395,3.269051,3
+1.335032,3.786157,3
+0.3249,3.628132,3
+0.338816,3.429365,3
+0.416639,2.573504,3
+0.532548,3.536485,3
+0.408307,2.782891,3
+0.612934,4.453139,3
+-0.213355,4.576281,3
+-0.685598,3.784326,3
+1.17362,3.855739,3
+0.335246,2.662496,3
+0.62273,3.404187,3
+1.207221,3.432844,3
+0.519822,3.331584,3
+0.507096,3.156346,3
+-0.685415,4.379803,3
+0.254677,4.889859,3
+-0.051576,3.126133,3
+1.586352,3.733512,3
+1.144322,3.073489,3
+1.82403,4.20539,3
+0.07065,4.699057,3
+0.013611,2.65041,3
+1.365337,3.597186,3
+-0.645497,3.334971,3
+0.166051,3.200842,3
+-0.453139,2.968017,3
+1.00882,3.778558,3
+0.166417,3.463973,3
+0.410779,4.696951,3
+0.604968,3.457472,3
+0.715934,3.486221,3
+0.057466,3.502335,3
+0.113956,3.519547,3
+1.234596,3.425703,3
+0.120273,3.055086,3
+0.899319,3.914151,3
+0.415448,3.84695,3
+0.562761,3.103702,3
+-0.543504,3.972198,3
+0.487869,2.824,3
+-0.583239,3.318125,3
+0.910215,4.157231,3
+0.235176,3.721793,3
+-0.126469,2.821894,3
+1.250435,3.059481,3
+0.823511,3.54857,3
+1.797113,3.997833,3
+0.319498,3.042543,3
+0.79989,2.914457,3
+0.447676,3.159459,3
+-0.214637,2.469314,3
+0.084017,4.152745,3
+0.190588,2.855861,3
+-0.450392,3.270608,3
+1.898007,3.726096,3
+-0.35847,3.083651,3
+-0.353252,3.164586,3
+0.689474,3.431013,3
+0.253853,3.002716,3
+0.558641,3.082369,3
+0.898312,4.010743,3
+0.475784,3.525681,3
+0.459304,4.237709,3
+1.202185,3.56624,3
+0.382855,3.86462,3
+0.100772,4.439222,3
+0.463424,3.516526,3
+0.476974,3.143345,3
+1.079684,3.525132,3
+0.374615,2.795892,3
+-0.538011,3.651753,3
+-0.383831,3.331034,3
+1.055696,4.334391,3
+0.993896,4.157872,3
+0.275826,3.702109,3
+0.389904,3.681509,3
+0.464522,3.088961,3
+-0.666829,3.808039,3
+0.837794,3.58858,3
+-0.698599,2.755791,3
+0.458205,3.403272,3
+0.729392,3.981536,3
+0.313547,2.873348,3
+-0.157964,3.197363,3
+0.325907,3.4485,3
+-0.121708,4.584704,3
+1.381909,3.329295,3
+1.270943,3.093448,3
+0.49501,3.511124,3
+0.610736,3.299173,3
+-0.62508,3.143712,3
+0.497482,3.74514,3
+-0.131779,3.730399,3
+0.305124,3.563952,3
+0.940519,3.009491,3
+-0.169042,3.39494,3
+0.239021,4.161718,3
+0.185186,2.893033,3
+-0.734306,2.758721,3
+-0.049837,3.139409,3
+-0.332377,2.830409,3
+0.478805,2.878933,3
+-0.077303,3.415998,3
+0.457472,4.719565,3
+-0.040132,3.19837,3
+-0.27662,4.49031,3
+-0.228278,3.518357,3
+0.202948,3.230873,3
+0.536485,4.103214,3
+0.495193,3.35136,3
+0.347514,3.261269,3
+0.010224,3.607532,3
+1.292184,3.304483,3
+1.554765,3.235084,3
+-0.152104,3.453536,3
+0.277291,4.95468,3
+-0.342265,4.141942,3
+1.771569,3.518723,3
+0.856288,3.551775,3
+-0.225623,3.630146,3
+0.803644,3.704306,3
+1.12418,3.071383,3
+0.311533,3.328471,3
+1.154851,3.234169,3
+0.700369,3.5862,3
+0.023591,3.808588,3
+0.72454,3.667592,3
+0.784417,3.86755,3
+0.689566,2.997131,3
+0.101596,4.1348,3
+0.27546,3.141057,3
+0.783776,3.478988,3
+1.227454,3.224738,3
+-0.328715,3.70101,3
+0.569903,3.740196,3
+0.016449,3.377819,3
+-0.155217,4.657857,3
+0.940153,3.380291,3
+-0.259682,2.703055,3
+-0.327708,4.99002,3
+1.066683,4.00763,3
+0.628315,3.307047,3
+0.431745,3.225471,3
+-0.742821,2.961425,3
+0.155522,3.770318,3
+1.997436,4.338694,3
+0.951415,3.466628,3
+0.533647,3.069552,3
+-0.196966,3.260994,3
+3.36E-4,4.792535,3
+0.532273,3.239113,3
+0.403729,3.725913,3
+3.0466,0.8906,1
+3.4236,1.2917,1
+2.9544,1.5989,1
+2.6431,1.2687,1
+3.1879,1.1276,1
+2.77,1.2251,1
+2.6802,1.024,1
+3.1576,1.456,1
+3.3111,1.3991,1
+2.7581,1.0598,1
+2.5632,1.3539,1
+3.4348,1.361,1
+3.1107,0.9554,1
+3.2574,1.2387,1
+2.6672,1.4757,1
+2.9605,0.7438,1
+3.3683,0.9736,1
+2.8829,0.8942,1
+2.8578,1.0018,1
+3.2157,1.6215,1
+3.0573,0.9584,1
+2.9994,1.1129,1
+2.9966,0.8444,1
+2.686,1.3302,1
+2.8344,0.9064,1
+3.0478,0.7252,1
+3.2119,1.3143,1
+2.8879,1.012,1
+3.1902,0.8477,1
+2.6245,1.1839,1
+3.0361,1.4348,1
+2.5609,1.0648,1
+3.2659,1.3763,1
+2.8736,1.4217,1
+2.9743,1.5466,1
+3.3924,1.0375,1
+2.705,1.5801,1
+2.739,1.3941,1
+3.0772,0.9015,1
+3.0222,0.9066,1
+2.8963,1.2059,1
+3.1287,1.2452,1
+3.3168,1.4412,1
+2.8625,1.5371,1
+3.4016,1.3861,1
+3.2661,1.5486,1
+3.0381,0.776,1
+3.0433,1.6482,1
+3.4306,1.3829,1
+3.3411,1.2587,1
+2.99,1.6495,1
+2.971,1.3644,1
+3.1535,1.3853,1
+3.4215,0.9532,1
+2.891,0.9514,1
+3.1124,0.9946,1
+3.1296,0.936,1
+2.9762,1.2447,1
+2.8389,1.2302,1
+3.3215,0.9276,1
+2.6176,0.9427,1
+3.0725,1.4201,1
+3.3068,1.5678,1
+2.921,1.4005,1
+3.1617,0.8556,1
+3.0239,1.1939,1
+3.1172,1.3509,1
+2.9652,0.8766,1
+3.2834,0.8226,1
+2.8343,1.4653,1
+2.7326,1.2946,1
+2.7182,1.5419,1
+3.3502,1.5552,1
+3.4764,1.2695,1
+2.9481,1.5638,1
+2.82,1.0248,1
+3.133,0.7919,1
+3.2613,0.844,1
+2.7627,1.3866,1
+2.6678,1.1849,1
+3.0895,0.8952,1
+2.9198,1.5528,1
+2.813,0.7473,1
+3.3119,1.0346,1
+2.9812,1.3445,1
+3.2469,1.0035,1
+2.7491,0.8337,1
+3.1573,1.2665,1
+2.9082,0.7462,1
+3.099,0.7124,1
+3.1364,1.5234,1
+3.3361,1.5093,1
+3.2017,1.4367,1
+2.9375,0.7484,1
+3.4003,1.432,1
+3.3817,1.1208,1
+3.0486,1.358,1
+2.6941,1.4811,1
+3.2903,1.1851,1
+2.8224,1.5228,1
+3.2368,0.8982,1
+3.1496,0.8235,1
+3.3555,1.0175,1
+3.0348,1.2413,1
+3.1649,1.1417,1
+2.7659,1.3498,1
+3.383,1.2544,1
+2.6798,1.2099,1
+2.9077,0.9295,1
+2.861,1.1694,1
+2.633,1.1877,1
+3.178,1.0399,1
+3.2835,0.8457,1
+2.607,1.1245,1
+2.8487,0.9091,1
+2.9784,1.5921,1
+2.6954,1.0659,1
+3.3844,1.2377,1
+3.1864,1.3007,1
+3.2634,0.942,1
+2.9609,1.3483,1
+2.3222,4.7297,0
+2.0102,5.8892,0
+1.9736,4.9542,0
+2.0739,6.1202,0
+1.8746,5.4656,0
+1.8312,5.9963,0
+2.7406,5.6412,0
+2.3835,5.1521,0
+1.5146,5.1934,0
+1.8953,5.4618,0
+2.7591,5.9729,0
+2.0065,4.8304,0
+1.7675,5.7072,0
+2.3688,4.9301,0
+2.6894,5.8566,0
+2.6825,5.1377,0
+2.2968,5.8287,0
+1.4757,5.8335,0
+1.472,5.7901,0
+2.2275,4.8616,0
+1.8202,6.1757,0
+2.3617,5.8219,0
+2.3221,5.5861,0
+2.8457,5.1191,0
+2.3828,6.0148,0
+1.7969,5.2553,0
+2.2738,6.1126,0
+1.77,5.6628,0
+2.5319,5.9331,0
+1.552,5.3145,0
+1.5312,5.213,0
+2.7981,4.9891,0
+2.4918,5.8279,0
+2.4553,4.8288,0
+1.7916,5.0269,0
+1.637,4.9325,0
+2.5627,5.9182,0
+2.306,5.5763,0
+1.9065,6.0425,0
+1.4253,5.3605,0
+2.069,5.5083,0
+1.8674,5.2289,0
+1.8638,5.8712,0
+1.6409,6.0213,0
+2.4964,4.9606,0
+1.5325,5.214,0
+1.7782,5.4711,0
+2.3946,6.1663,0
+2.4909,4.7728,0
+2.6288,6.0937,0
+2.2467,4.9457,0
+1.993,5.4824,0
+2.4213,5.7468,0
+1.8352,5.7537,0
+2.7662,5.6801,0
+1.9225,5.7694,0
+2.3213,5.6617,0
+2.1368,5.1172,0
+2.4768,5.4474,0
+2.6968,6.0274,0
+2.7557,6.0069,0
+2.1598,4.8701,0
+2.9752,5.5123,0
+1.6072,5.6647,0
+2.3178,6.1736,0
+1.7799,5.1267,0
+2.8634,5.3434,0
+2.4801,5.3631,0
+2.561,5.0926,0
+1.8236,6.0521,0
+2.3175,5.7688,0
+2.6358,5.8178,0
+2.5086,5.847,0
+1.6335,5.8464,0
+2.4169,5.8333,0
+1.4211,5.4334,0
+1.6612,5.9826,0
+2.0288,6.0047,0
+1.6625,5.02,0
+2.3545,5.5553,0
+1.6431,4.9918,0
+2.5684,5.2849,0
+2.0127,5.2208,0
+2.1003,6.1335,0
+2.1526,5.5316,0
+1.5818,5.87,0
+2.1452,4.8742,0
+1.4964,5.5526,0
+2.0921,5.531,0
+2.2299,6.1897,0
+2.3661,5.8457,0
+2.1353,5.1438,0
+1.9777,5.0026,0
+2.1738,4.9302,0
+1.6812,6.0884,0
+2.665,5.8623,0
+2.1855,5.2807,0
+2.8673,5.6003,0
+2.7301,5.0126,0
+2.6533,5.1737,0
+1.7884,5.7296,0
+2.2207,5.5175,0
+1.8122,5.6868,0
+2.8111,5.358,0
+1.9665,6.1298,0
+2.0781,5.4653,0
+2.3935,6.1625,0
+2.0251,5.9905,0
+1.5333,5.5441,0
+1.9848,5.3651,0
+2.6955,5.3894,0
+2.0669,5.7137,0
+2.7647,5.457,0
+1.9887,4.8114,0
+2.4028,5.2774,0
+2.4226,5.2334,0
+2.266,5.6961,0
+2.2259,5.2215,0
+2.64,5.749,0
+1.9013,5.02,0
+1.53,5.7113,0
+2.2673,5.3282,0
+2.247,5.3851,0
+1.5879,5.5112,0
+2.1713,5.0141,0
+2.0475,5.0482,0
+2.886,5.5345,0
+2.6161,5.2967,0
+2.6257,5.3263,0
+1.4845,5.7957,0
+1.518,5.1085,0
+2.115,5.0725,0
+2.9158,5.6042,0
+2.0694,5.5139,0
+2.8569,5.6597,0
+2.4257,4.7493,0
+2.7371,5.4397,0
+2.8263,5.435,0
+2.781,5.446,0
+2.7076,5.7135,0
+2.302,5.6704,0
+2.0946,6.1397,0
+1.8825,5.1417,0
+2.1004,5.488,0
+1.4692,5.3988,0
+2.589,5.9952,0
+2.2515,6.0501,0
+1.4673,5.2398,0
+2.656,5.9093,0
+2.9089,5.7155,0
diff --git a/artificial/R15.arff b/artificial/R15.arff
new file mode 100644
index 0000000..9d92a38
--- /dev/null
+++ b/artificial/R15.arff
@@ -0,0 +1,610 @@
+% R15, N=600, M=15, D=2
+% Veenman, C.J., M.J.T. Reinders, and E. Backer, A maximum variance cluster algorithm. IEEE Trans. Pattern Analysis and Machine Intelligence, 2002. 24(9): p. 1273-1280.
+%
+@RELATION R15
+
+@ATTRIBUTE x REAL
+@ATTRIBUTE y REAL
+@ATTRIBUTE class {1,2,3,4,5,6,7,8,9,10,11,12,13,14,15}
+
+@DATA
+9.802,10.132,1
+10.35,9.768,1
+10.098,9.988,1
+9.73,9.91,1
+9.754,10.43,1
+9.836,9.902,1
+10.238,9.866,1
+9.53,9.862,1
+10.154,9.82,1
+9.336,10.456,1
+9.378,10.21,1
+9.712,10.264,1
+9.638,10.208,1
+9.518,9.956,1
+10.236,9.91,1
+9.4,10.086,1
+10.196,9.746,1
+10.138,9.828,1
+10.062,10.26,1
+10.394,9.984,1
+10.284,10.348,1
+9.706,9.978,1
+9.906,10.588,1
+10.356,9.198,1
+9.954,9.704,1
+9.796,10.378,1
+10.386,10.608,1
+10.41,9.912,1
+10.172,10.598,1
+10.286,9.712,1
+9.932,10.234,1
+10.298,9.948,1
+10.352,9.932,1
+9.848,10.328,1
+10.514,10.498,1
+9.944,9.934,1
+9.92,10.022,1
+9.908,10.606,1
+10.182,9.99,1
+10.256,9.25,1
+12.04,10.028,2
+12.082,10.044,2
+12.4,10.156,2
+11.988,9.926,2
+12.34,9.918,2
+12.228,9.978,2
+12.348,10.488,2
+12.044,9.358,2
+11.736,10.122,2
+12.35,9.798,2
+11.246,10.122,2
+12.276,10.99,2
+12.374,10.018,2
+12.53,10,2
+12.27,9.792,2
+12.364,10.176,2
+12.458,10.18,2
+11.952,9.682,2
+11.772,9.924,2
+11.502,10.008,2
+12.134,9.482,2
+11.628,10.286,2
+12.064,9.616,2
+11.906,9.82,2
+11.736,10.29,2
+12.114,10.904,2
+11.59,9.712,2
+12.648,9.814,2
+12.164,11.018,2
+12.22,9.796,2
+11.846,9.634,2
+11.808,10.058,2
+12.096,9.846,2
+11.594,10.078,2
+12.252,9.938,2
+11.998,9.676,2
+11.894,10.012,2
+12.274,9.936,2
+12.176,10.364,2
+12.104,10.388,2
+11.372,11.466,3
+10.94,11.482,3
+11.084,11.554,3
+11.232,11.374,3
+11.22,11.64,3
+10.962,11.75,3
+11.014,11.746,3
+11.524,10.982,3
+11.012,11.364,3
+11.2,11.062,3
+11.626,11.894,3
+11.23,11.728,3
+11.144,11.91,3
+11.106,11.868,3
+11.53,11.918,3
+11.21,11.114,3
+10.746,11.702,3
+11.154,11.692,3
+11.412,11.924,3
+10.948,11.532,3
+10.988,12.298,3
+10.96,11.392,3
+11.656,11.346,3
+11.178,12.062,3
+11.368,11.56,3
+11.264,11.724,3
+11.554,11.576,3
+10.974,11.114,3
+11.12,11.634,3
+11.51,12.052,3
+10.95,11.402,3
+11.864,12.406,3
+11.198,10.854,3
+11.65,11.496,3
+11.248,11.722,3
+11.602,11.888,3
+11.424,11.454,3
+11.312,11.718,3
+10.736,11.68,3
+11.56,11.798,3
+10.028,12.268,4
+9.282,11.976,4
+9.178,11.53,4
+9.954,12.398,4
+9.622,11.558,4
+9.914,11.844,4
+9.07,11.092,4
+10.578,11.354,4
+9.582,12.14,4
+9.622,11.528,4
+9.35,11.71,4
+10.234,11.974,4
+8.986,12.31,4
+9.438,12.11,4
+9.592,12.012,4
+9.666,11.88,4
+9.364,12.012,4
+9.71,11.772,4
+9.992,11.836,4
+9.916,12.028,4
+9.382,12.226,4
+9.808,12.23,4
+9.272,12.152,4
+9.392,11.18,4
+9.28,11.976,4
+9.848,11.632,4
+9.322,11.514,4
+9.718,11.95,4
+9.12,11.76,4
+8.978,12.37,4
+10.072,12.202,4
+9.966,11.822,4
+9.506,11.648,4
+9.702,11.536,4
+9.45,11.96,4
+9.916,11.962,4
+9.96,11.538,4
+9.014,11.744,4
+9.024,11.846,4
+10.296,11.61,4
+7.87,10.838,5
+8.164,10.534,5
+8.214,10.62,5
+8.166,10.698,5
+8.05,10.746,5
+7.978,11.13,5
+8.08,10.992,5
+8.472,11.082,5
+8.494,10.584,5
+8.354,10.38,5
+8.096,10.714,5
+7.882,10.832,5
+7.908,11.346,5
+7.814,10.872,5
+8.28,10.104,5
+8.082,10.676,5
+8.068,10.118,5
+8.116,10.698,5
+8.042,10.79,5
+8.096,10.878,5
+8.124,10.932,5
+8.632,11.124,5
+8.27,10.716,5
+7.622,10.148,5
+8.198,11.398,5
+8.582,11.064,5
+7.942,11.076,5
+8.004,10.574,5
+8.504,11.378,5
+8.118,11.012,5
+7.874,11.296,5
+7.668,10.924,5
+7.966,10.72,5
+7.94,10.996,5
+7.988,11.228,5
+8.164,11.112,5
+8.386,10.772,5
+8.248,10.994,5
+8.286,10.734,5
+8.224,10.316,5
+7.976,9.578,6
+7.876,8.796,6
+8.172,9.01,6
+8.068,9.202,6
+8.416,8.654,6
+8.71,8.458,6
+8.056,8.434,6
+7.304,9.266,6
+8.118,8.608,6
+7.616,9.446,6
+8.092,8.956,6
+8.368,8.968,6
+8.022,9.334,6
+8.32,9.062,6
+7.832,8.952,6
+7.704,8.672,6
+8.236,9.108,6
+8.37,8.904,6
+8.352,8.896,6
+8.046,9.228,6
+7.71,9.538,6
+8.534,8.55,6
+7.996,9.172,6
+8.046,9.204,6
+8.622,9.174,6
+7.776,8.898,6
+8.226,9.038,6
+7.904,9.194,6
+7.874,8.856,6
+7.992,8.952,6
+8.262,9.468,6
+8.088,9.294,6
+8.034,9.792,6
+8.352,9.016,6
+7.85,9.334,6
+8.404,9.366,6
+7.892,8.808,6
+8.202,9.232,6
+7.668,9.026,6
+8.242,9.308,6
+9.432,8.61,7
+10.066,8.19,7
+9.146,8.044,7
+9.662,7.866,7
+9.6,7.874,7
+8.618,8.552,7
+9.334,7.658,7
+9.424,7.83,7
+8.892,8.166,7
+9.386,7.746,7
+9.878,8.054,7
+9.558,7.948,7
+9.222,8.002,7
+9.52,8.282,7
+9.76,7.932,7
+9.568,8.052,7
+9.736,7.552,7
+9.584,8.478,7
+9.358,8.242,7
+9.404,7.79,7
+9.458,8.54,7
+9.482,7.766,7
+8.844,8.024,7
+9.29,8.472,7
+9.274,7.566,7
+9.11,8.014,7
+9.542,7.688,7
+9.432,8.122,7
+9.786,8.066,7
+9.382,7.664,7
+9.404,8.228,7
+9.146,8.158,7
+9.622,8.004,7
+10.286,7.892,7
+9.43,7.676,7
+9.44,8.058,7
+9.788,7.684,7
+9.586,7.91,7
+9.694,7.448,7
+9.576,7.866,7
+11.442,8.688,8
+11.466,8.558,8
+10.674,8.936,8
+11.23,8.126,8
+11.614,8.588,8
+11.59,8.496,8
+11.536,7.586,8
+11.638,8.266,8
+11.16,8.43,8
+10.904,8.532,8
+11.284,8.742,8
+11.25,8.192,8
+10.84,8.218,8
+11.798,8.836,8
+11.51,8.094,8
+10.932,7.796,8
+11.404,8.206,8
+11.088,8.326,8
+11.334,8.17,8
+11.272,8.394,8
+11.59,8.408,8
+11.212,8.516,8
+11.566,8.024,8
+11.246,8.584,8
+11.252,8.566,8
+10.78,8.294,8
+11.04,8.322,8
+11.198,7.886,8
+11.168,8.262,8
+11.88,8.08,8
+11.356,8.586,8
+11.182,8.342,8
+10.836,8.664,8
+11.696,8.906,8
+11.282,8.28,8
+10.718,8.534,8
+10.444,8.684,8
+11.124,8.618,8
+11.392,8.94,8
+11.212,8.308,8
+16.674,9.638,9
+16.162,10.302,9
+16.612,10.218,9
+16.1,9.702,9
+16.404,10.072,9
+15.93,10.106,9
+16.128,9.888,9
+16.41,10.188,9
+15.982,9.92,9
+16.224,10.02,9
+16.296,9.458,9
+16.586,10.174,9
+16.314,10.716,9
+16.278,9.452,9
+16.622,9.652,9
+16.22,9.494,9
+16.626,10.162,9
+16.982,10.596,9
+16.27,10.128,9
+16.202,9.7,9
+16.532,9.776,9
+17.124,9.726,9
+16.47,9.698,9
+16.004,10.28,9
+16.366,9.796,9
+16.268,9.522,9
+16.13,9.748,9
+16.67,10.498,9
+16.488,10.542,9
+16.57,10.21,9
+16.456,10.112,9
+16.482,9.986,9
+16.584,9.754,9
+16.1,9.93,9
+16.226,9.67,9
+16.448,9.566,9
+16.572,9.624,9
+16.436,9.41,9
+16.502,9.98,9
+16.418,9.966,9
+14.362,14.644,10
+14.138,14.63,10
+14.064,15.072,10
+13.692,14.958,10
+14.238,15.296,10
+13.73,15.128,10
+13.952,14.868,10
+13.986,14.77,10
+13.916,14.996,10
+13.874,14.954,10
+14.168,15.276,10
+14.278,15.152,10
+14.098,14.9,10
+13.764,15.212,10
+13.948,14.218,10
+14.13,14.838,10
+13.362,14.932,10
+13.546,14.844,10
+14.13,15.11,10
+13.816,14.602,10
+14.386,14.686,10
+13.786,14.726,10
+14.204,14.822,10
+13.856,15.206,10
+14.074,14.384,10
+13.68,14.988,10
+14.204,14.976,10
+13.388,15.39,10
+13.708,15.048,10
+14.114,15.366,10
+14.4,15.04,10
+14.194,15.04,10
+13.888,15.436,10
+13.958,15.322,10
+13.922,14.802,10
+13.652,14.602,10
+14.294,14.996,10
+13.81,14.526,10
+13.408,15.34,10
+13.834,14.778,10
+8.826,16.474,11
+8.33,16.488,11
+8.468,16.378,11
+8.904,15.846,11
+8.662,16.354,11
+8.684,16.776,11
+8.33,16.066,11
+8.904,16.402,11
+8.778,16.486,11
+8.81,16.458,11
+8.398,16.576,11
+8.542,15.918,11
+9.064,16.456,11
+9.152,16.094,11
+8.614,15.908,11
+8.566,17.012,11
+8.12,16.11,11
+8.844,16.026,11
+8.398,16.282,11
+8.808,15.59,11
+8.502,16.166,11
+8.942,16.19,11
+8.376,16.112,11
+8.518,15.84,11
+8.878,16.004,11
+8.582,16.774,11
+8.248,16.154,11
+8.588,16.24,11
+8.706,16.374,11
+8.524,16.392,11
+8.458,16.452,11
+8.83,16.36,11
+8.616,16.112,11
+8.844,16.362,11
+8.468,15.928,11
+8.62,16.674,11
+8.974,16.53,11
+8.826,16.084,11
+8.104,15.962,11
+8.386,16.24,11
+4.576,12.878,12
+4.46,13.16,12
+3.632,12.862,12
+4.238,12.506,12
+4.348,13.268,12
+3.788,12.372,12
+4.19,12.772,12
+3.86,12.706,12
+3.978,13.308,12
+4.336,12.854,12
+4.218,13.03,12
+4.25,13.002,12
+4.334,13.06,12
+4.654,12.566,12
+4.38,12.792,12
+3.968,13.016,12
+4.614,12.526,12
+3.95,12.67,12
+4.038,12.67,12
+4.426,12.238,12
+4.066,12.514,12
+4.248,12.392,12
+4.61,12.95,12
+4.328,12.99,12
+4.5,12.522,12
+4.176,12.71,12
+4.492,12.464,12
+4.134,12.834,12
+4.316,12.764,12
+4.454,12.084,12
+4.052,12.934,12
+4.26,13.118,12
+4.058,13.718,12
+4.24,12.626,12
+3.838,12.232,12
+4.128,13.4,12
+3.764,12.38,12
+4.424,13.186,12
+4.234,12.994,12
+5.13,13.296,12
+3.9,6.742,13
+3.994,7.206,13
+4.278,7.222,13
+4.172,6.848,13
+3.882,6.894,13
+3.936,6.994,13
+4.162,6.87,13
+3.762,7.1,13
+4.256,7.612,13
+4.55,6.822,13
+4.062,6.984,13
+4.026,7.23,13
+4.364,7.184,13
+4.292,7.208,13
+4.288,6.91,13
+4.018,7.062,13
+4.07,7.104,13
+4.548,7.654,13
+4.402,7.082,13
+3.692,7.49,13
+4.888,7.194,13
+4.456,7.146,13
+4.732,7.154,13
+4.088,7.212,13
+4.502,6.928,13
+3.402,7.434,13
+4.246,6.692,13
+4.166,7.256,13
+4.852,6.83,13
+4.398,7.428,13
+5.016,7.054,13
+4.25,6.76,13
+3.738,7.082,13
+4.254,7.264,13
+4.122,7.238,13
+3.878,7.232,13
+4.55,7.29,13
+4.03,7.126,13
+4.412,7.022,13
+4.276,7.244,13
+8.376,3.788,14
+8.81,3.864,14
+8.218,3.548,14
+8.374,3.748,14
+8.102,4.3,14
+8.386,3.952,14
+8.858,3.274,14
+8.884,3.504,14
+8.294,3.38,14
+8.38,3.178,14
+8.738,4.294,14
+9.1,3.84,14
+9.086,3.6,14
+8.616,3.45,14
+8.624,3.698,14
+8.632,3.82,14
+8.286,3.704,14
+8.816,3.58,14
+8.722,3.854,14
+8.298,3.378,14
+9.014,4.034,14
+8.87,3.554,14
+8.562,3.662,14
+8.6,3.828,14
+8.94,3.836,14
+8.768,4.32,14
+8.838,3.926,14
+8.288,3.466,14
+8.652,3.782,14
+8.376,3.956,14
+7.724,3.414,14
+8.374,4.136,14
+8.6,3.712,14
+9.026,3.788,14
+8.534,3.252,14
+8.874,3.602,14
+8.796,3.888,14
+8.592,3.988,14
+8.98,4.014,14
+8.562,3.856,14
+13.894,4.16,15
+14.278,5.26,15
+14.364,4.748,15
+14.108,4.918,15
+13.998,5.498,15
+14.4,5.296,15
+14.3,5.368,15
+13.958,5.35,15
+13.842,4.984,15
+13.85,4.246,15
+13.978,5.356,15
+14.366,5.104,15
+14.272,4.94,15
+14.336,5.176,15
+14.744,5.248,15
+14.306,5.06,15
+13.986,5.05,15
+14.44,5.33,15
+14.004,4.92,15
+13.332,4.592,15
+14.218,5.544,15
+14.154,4.768,15
+13.468,4.92,15
+13.67,5.406,15
+13.664,5.016,15
+14.12,4.87,15
+13.836,4.51,15
+14.204,5.064,15
+14.004,5.228,15
+13.266,4.858,15
+13.668,5.34,15
+14.528,4.812,15
+14.318,4.592,15
+14.018,5.182,15
+14.37,4.884,15
+14.198,4.804,15
+14.32,4.59,15
+13.636,5.218,15
+14.41,4.656,15
+14.02,5.614,15
diff --git a/artificial/aggregation.arff b/artificial/aggregation.arff
new file mode 100644
index 0000000..1badebe
--- /dev/null
+++ b/artificial/aggregation.arff
@@ -0,0 +1,800 @@
+% Aggregation
+% N=788, M=7, D=2
+% Gionis, A., H. Mannila, and P. Tsaparas, Clustering aggregation. ACM Transactions on Knowledge Discovery from Data (TKDD), 2007. 1(1): p. 1-30.
+% source: http://cs.joensuu.fi/sipu/datasets/
+%
+@relation aggregation
+
+@ATTRIBUTE x REAL
+@ATTRIBUTE y REAL
+@ATTRIBUTE class {1,2,3,4,5,6,7}
+
+@DATA
+15.55,28.65,2
+14.9,27.55,2
+14.45,28.35,2
+14.15,28.8,2
+13.75,28.05,2
+13.35,28.45,2
+13,29.15,2
+13.45,27.5,2
+13.6,26.5,2
+12.8,27.35,2
+12.4,27.85,2
+12.3,28.4,2
+12.2,28.65,2
+13.4,25.1,2
+12.95,25.95,2
+12.9,26.5,2
+11.85,27,2
+11.35,28,2
+11.15,28.7,2
+11.25,27.4,2
+10.75,27.7,2
+10.5,28.35,2
+9.65,28.45,2
+10.25,27.25,2
+10.75,26.55,2
+11.7,26.35,2
+11.6,25.9,2
+11.9,25.05,2
+12.6,24.05,2
+11.9,24.5,2
+11.1,25.2,2
+10.55,25.15,2
+10.05,25.95,2
+9.35,26.6,2
+9.3,27.25,2
+9.2,27.8,2
+7.5,28.25,2
+8.55,27.45,2
+8.5,27.05,2
+8.05,27.2,2
+7.85,26.8,2
+7.3,27.4,2
+6.8,26.85,2
+7,26.5,2
+7.55,26.3,2
+8.55,26.3,2
+9,25.85,2
+8.6,25.65,2
+9.4,25.55,2
+8.45,25.05,2
+8.85,24.6,2
+9.65,24.7,2
+10.55,24.35,2
+11.05,23.9,2
+10.55,23.55,2
+9.45,23.35,2
+9.2,23.9,2
+8.35,23.9,2
+7.35,24.75,2
+7.4,25.45,2
+6.6,25.75,2
+6.1,26,2
+5.8,26.95,2
+5.65,25.8,2
+5.3,26.1,2
+6.4,25.4,2
+5.4,25.25,2
+5.35,24.7,2
+4.8,25.05,2
+4.2,25.55,2
+6.4,24.8,2
+6.55,24.3,2
+7.4,24.25,2
+5.45,24.2,2
+4.3,24,2
+4,24.25,2
+3.35,23.3,2
+4.85,23.05,2
+4.3,22.75,2
+5.85,23.4,2
+5.9,23.55,2
+7.55,23.7,2
+6.85,23.25,2
+7.65,23.1,2
+6.95,22.55,2
+6.1,22.6,2
+5.5,22.6,2
+4.7,22.1,2
+3.8,21.85,2
+4.65,21.2,2
+4.15,20.35,2
+5.3,20.4,2
+5.6,20.75,2
+5.8,21.95,2
+6.4,21.95,2
+6.55,21.15,2
+7.45,21.95,2
+7.4,21.55,2
+7.75,21.2,2
+7.65,20.65,2
+6.95,19.8,2
+6.6,20.1,2
+6.05,20.2,2
+5.4,19.65,2
+5.35,19.05,2
+5.8,18.25,2
+6.3,19.1,2
+7,18.9,2
+7.15,17.9,2
+7.35,18.2,2
+8.2,20.05,2
+8.3,19.45,2
+8.3,18.5,2
+8.75,18.8,2
+9.05,18.2,2
+9.35,17.7,2
+8.9,17.65,2
+8.45,17.2,2
+10.05,17.2,2
+10.4,16.75,2
+8.6,20.9,2
+8.65,21.3,2
+8.65,21.9,2
+8.65,22.5,2
+8.95,22.8,2
+9.95,22.65,2
+8.95,22.2,2
+9.65,21.9,2
+10.55,22.3,2
+10.9,22.85,2
+11.35,23.45,2
+12.05,23.4,2
+12.3,22.75,2
+11.7,22.15,2
+11.15,22.05,2
+10.85,21.5,2
+10.85,21.05,2
+9.6,21.3,2
+9.85,20.7,2
+9.35,20.6,2
+9.25,19.65,2
+9.95,19.8,2
+10.7,20.35,2
+11.3,20.7,2
+12.35,21.6,2
+13.1,21.3,2
+12.85,20.75,2
+12,20,2
+11,19.85,2
+10.35,19,2
+9.9,18.65,2
+10.6,18.15,2
+11.4,18.3,2
+11.4,19.25,2
+12.35,18.8,2
+12.8,19.75,2
+12.15,18.1,2
+11.05,17.5,2
+11.95,17.25,2
+12.25,17.5,2
+13.05,17.4,2
+13.75,18.15,2
+13.5,18.65,2
+13.65,19.25,2
+14,19.9,2
+15.2,18.2,2
+15.5,17.15,2
+13.9,17.1,2
+13.75,16.6,2
+12.15,16.4,2
+7.8,13.7,7
+8.85,13.35,7
+9,12.7,7
+9.7,12.1,7
+8.05,12.9,7
+7.7,13.25,7
+6.8,13.2,7
+6.6,13.45,7
+6.2,12.55,7
+5.4,12.85,7
+5.7,12.25,7
+5.2,11.9,7
+5.15,11.35,7
+5.85,11.2,7
+6.1,11.75,7
+7,12.35,7
+7.05,12.45,7
+7.9,12.5,7
+8.55,12.1,7
+7.85,11.85,7
+7.1,11.95,7
+6.9,11.5,7
+6.85,10.9,7
+6.4,10.7,7
+5.9,10.3,7
+6.4,10.25,7
+7.05,10.05,7
+7.35,10.5,7
+7.65,11.1,7
+8.1,11.2,7
+8.8,11.4,7
+8.3,10.55,7
+9,10.9,7
+9.35,10.5,7
+10.15,11,4
+10.4,10.55,4
+10.9,10,4
+11.55,10.2,4
+11.75,10.85,4
+10.1,8.65,4
+11.05,9.1,4
+11.85,9.8,4
+12.85,10.65,4
+12.9,11.7,4
+13.6,11.1,4
+14.05,11.75,4
+14.5,11.8,4
+14.3,12.45,4
+17,12.9,4
+15.8,12.6,4
+15.85,12,4
+16.7,12.2,4
+16.25,11.7,4
+15.55,11.15,4
+14.8,11.35,4
+14.45,10.75,4
+13.75,10.45,4
+12.8,10.1,4
+13.15,9.8,4
+12.45,9.3,4
+11.8,8.95,4
+11.1,8.45,4
+10.35,7.7,4
+10.1,6.75,4
+11.3,7.95,4
+12.35,8.45,4
+13.1,8.95,4
+13.2,9.35,4
+14.1,10.05,4
+11.5,7.5,4
+11.35,6.9,4
+11.95,6.75,4
+12.4,7.1,4
+12.25,7.6,4
+12.95,7.6,4
+13.45,7.95,4
+13.35,8.25,4
+13.75,9,4
+14.3,9.3,4
+14.85,9.55,4
+15.1,10.25,4
+15.45,10.55,4
+16.35,10.85,4
+16.75,11.5,4
+16.25,10.2,4
+15.4,10.1,4
+15.45,9.7,4
+15.15,9.3,4
+15.25,8.65,4
+15.55,8.2,4
+14.25,8.7,4
+14.25,8.25,4
+15.05,7.8,4
+14.3,7.5,4
+13.55,7.45,4
+14.3,6.95,4
+13.95,6.7,4
+13.05,6.95,4
+13.05,6.2,4
+11.55,6.3,4
+10.8,5.85,4
+10.6,5.05,4
+11.35,5.55,4
+12.15,5.4,4
+12.4,5.8,4
+12.8,5.7,4
+13.65,5.9,4
+13.9,5.3,4
+13.1,5.1,4
+12.55,4.9,4
+11.5,4.75,4
+11.35,4.05,4
+12.4,4.35,4
+11.75,3.45,4
+12.65,3.7,4
+13.4,4.35,4
+13.9,4.95,4
+12.75,3,4
+13.55,3.15,4
+13.7,3.65,4
+14.1,4.1,4
+14.65,5.05,4
+14.35,5.75,4
+14.5,6.55,4
+15.15,7.1,4
+13.6,2.55,4
+14.45,2.4,4
+14.6,3.05,4
+15,3.4,4
+15.25,3.5,4
+14.7,4.1,4
+14.7,4.5,4
+15.25,2.7,4
+15.65,2.05,4
+15.95,2.8,4
+16.1,3.55,4
+15.9,4,4
+15.6,4.75,4
+15.55,5.05,4
+15.35,5.5,4
+15.15,5.95,4
+15.5,6.75,4
+15.7,6.35,4
+16.2,5.9,4
+16.35,5.35,4
+16.2,4.55,4
+16.55,4.2,4
+16.95,4.75,4
+17.05,5.1,4
+17.3,4.8,4
+17.3,4.15,4
+17.6,4.3,4
+17.05,3.7,4
+17.25,3.05,4
+16.65,2.8,4
+16.55,2.15,4
+17.2,2.05,4
+18.15,1.95,4
+18.05,2.45,4
+18.15,3.05,4
+18.6,3.45,4
+18.4,3.6,4
+18.85,3.2,4
+19.1,2.65,4
+19.45,2.65,4
+19,2.1,4
+19.9,2.05,4
+20.45,2.8,4
+19.8,3.25,4
+19.45,3.9,4
+18.65,4.2,4
+18.4,4.6,4
+18.65,4.75,4
+18.75,5.15,4
+19.1,4.55,4
+17.9,5.4,4
+17.65,5.7,4
+17.05,6.05,4
+17.4,6.5,4
+16.6,6.85,4
+15.7,7.15,4
+15.75,7.75,4
+16.6,7.95,4
+20.4,3.4,4
+20.7,3.45,4
+21.15,2.85,4
+21.75,2.65,4
+22,3.25,4
+22.2,3.5,4
+21.45,3.75,4
+21.1,4.05,4
+20.15,4.3,4
+20.8,4.7,4
+20.7,5.15,4
+19.75,5.05,4
+19.85,5.5,4
+20.4,5.65,4
+20.55,5.75,4
+18.7,5.75,4
+19.25,5.95,4
+18.4,6,4
+18.45,6.6,4
+17.65,7.05,4
+16.7,7.4,4
+18.65,7.3,4
+18.05,7.35,4
+17.85,7.75,4
+17.5,8.25,4
+17.15,8.6,4
+17.05,9,4
+16.4,8.7,4
+16.05,8.95,4
+16.05,9.6,4
+16.5,9.75,4
+17.25,9.6,4
+17.6,9.9,4
+17.8,9.3,4
+18,8.55,4
+18.8,8.1,4
+18.8,8.35,4
+19.4,7.6,4
+19.25,6.6,4
+20.05,6.95,4
+19.8,7.5,4
+20.05,6.35,4
+21.15,5.7,4
+21.65,4.85,4
+22.15,4.35,4
+23.05,3.35,4
+23.05,3.8,4
+23.15,4.4,4
+22.5,4.75,4
+22.15,5.2,4
+24.15,4.55,4
+23.5,5.05,4
+23.1,5.3,4
+23,5.75,4
+22.2,5.75,4
+21.85,6.2,4
+20.75,6.55,4
+21,7.15,4
+20.75,7.65,4
+20,8.2,4
+19.5,8.65,4
+18.85,9.05,4
+18.75,9.55,4
+18.6,10,4
+16.95,10.35,4
+17.35,10.85,4
+18,10.65,4
+18.5,10.55,4
+18.1,11.1,4
+17.55,11.3,4
+17.95,11.9,4
+18.3,12,4
+18,12.5,4
+19,11.65,4
+19.5,11.05,4
+19.45,10.55,4
+19.4,9.65,4
+20.1,9.4,4
+20.05,9.95,4
+20.05,10.2,4
+19.35,12.2,4
+19.2,12.25,4
+20.05,11.6,4
+20.6,11.15,4
+20.7,10.65,4
+21.3,11.65,4
+21.8,11.15,4
+21.85,10.7,4
+21.65,10.05,4
+20.95,10.2,4
+20.9,9.7,4
+21.65,9.45,4
+21.2,9.25,4
+20.75,8.75,4
+20.55,8.75,4
+21.1,8,4
+21.65,8.65,4
+21.75,8.2,4
+21.95,7.55,4
+22,6.75,4
+22.8,6.45,4
+22.65,6.65,4
+22.75,7.05,4
+23,7.35,4
+22.55,7.9,4
+22.2,8.7,4
+22.9,8.45,4
+22.35,9.2,4
+22.75,9.35,4
+22.4,10.05,4
+23.05,10.9,4
+23.3,9.85,4
+23.95,9.8,4
+23.65,9.1,4
+23.7,8.85,4
+24.25,8.25,4
+24.85,7.95,4
+23.5,7.85,4
+23.85,7.35,4
+23.95,6.9,4
+23.65,6.5,4
+23.6,5.7,4
+24.3,5.65,4
+24.8,6.4,4
+34.05,3.5,3
+33.05,3.85,3
+32,3.8,3
+31.9,4.4,3
+31.05,4.75,3
+30.4,5.65,3
+30.75,6.1,3
+30,6.7,3
+30.1,7.4,3
+29.5,8.15,3
+30.75,8,3
+30.85,7.35,3
+31.5,6.75,3
+31.75,5.95,3
+32.35,6.45,3
+32.8,6,3
+32.05,5.1,3
+32.8,4.8,3
+32.65,4.4,3
+33.65,4.6,3
+33.05,5.15,3
+33.6,5.45,3
+34.5,5.05,3
+34.9,4.65,3
+35.45,4.1,3
+34.6,4.05,3
+34.2,4.2,3
+36.3,5.2,3
+35.55,5.35,3
+35.95,6.05,3
+34.8,5.85,3
+33.7,6.15,3
+33.95,6.6,3
+33.7,7.05,3
+32.75,7.1,3
+32.3,7.65,3
+33,7.9,3
+31.95,8.15,3
+31.15,8.65,3
+30.35,8.85,3
+29.85,9,3
+30.7,9.15,3
+29.7,9.9,3
+30.45,9.95,3
+30.95,9.85,3
+31.8,9.45,3
+32.45,8.8,3
+33.55,8.6,3
+34.35,7.7,3
+34.7,8,3
+34.6,7.25,3
+35,6.8,3
+35.5,7.35,3
+36.1,7.5,3
+36.55,7,3
+36,8.2,3
+35.35,8.05,3
+36.55,8.65,3
+36.4,9.1,3
+35.5,9.1,3
+34.55,8.85,3
+35.25,9.4,3
+34.4,9.5,3
+33.5,9.3,3
+33.85,9.8,3
+32.5,9.65,3
+32.3,10.25,3
+33.3,10.3,3
+31.6,10.5,3
+30.6,10.5,3
+30.4,11.1,3
+30.9,11.45,3
+30.7,11.65,3
+30.4,12.05,3
+31.2,12,3
+31.95,11.35,3
+31.65,11.05,3
+32.95,11.15,3
+32.65,11.7,3
+32.25,12.25,3
+32.05,12.25,3
+31.3,12.7,3
+31.95,12.95,3
+32.75,13.1,3
+33.15,13.2,3
+33.1,12.75,3
+33.15,12.1,3
+34.3,11.75,3
+34,10.85,3
+34.65,11,3
+34.8,10.1,3
+35.65,9.85,3
+36.35,10,3
+35.55,10.75,3
+35.8,11.55,3
+35.2,11.75,3
+34.7,11.75,3
+34.95,12.75,3
+34.05,12.55,3
+34.05,13.05,3
+33.25,13.7,3
+33.2,14.15,3
+33.25,14.7,6
+33,15.15,6
+32.95,15.65,6
+32.6,16.15,6
+32.45,16.75,6
+32.65,17.05,6
+32.75,17.3,6
+31.75,17.2,6
+31.7,17.65,6
+31,17.5,6
+31.15,17.9,6
+30.45,18.05,6
+30.05,18.8,6
+30.55,18.8,6
+30.5,19.3,6
+30.25,19.4,6
+29.6,19.85,6
+29.15,20.55,6
+30.25,20.45,6
+30.7,20.05,6
+31,19.9,6
+31.55,19.65,6
+31.5,18.55,6
+32.05,18.6,6
+31.95,19.1,6
+32.6,18.35,6
+32.85,17.95,6
+33.45,17.45,6
+33.7,17,6
+34.25,17.35,6
+34.3,18.05,6
+33.85,18.4,6
+33.05,18.85,6
+33.25,18.95,6
+32.8,19.15,6
+32.3,19.85,6
+32.8,20,6
+31.75,20.25,6
+31.75,20.75,6
+32.1,21.15,6
+31.55,21.6,6
+30.65,21.3,6
+29.95,21.6,6
+29.5,21.6,6
+30.35,22.05,6
+31.05,22,6
+31.55,22.2,6
+30.95,22.65,6
+30.3,23.1,6
+29.6,23.15,6
+29.35,22.55,6
+29.2,23.85,6
+30.75,24,6
+30.95,24.15,6
+31.45,23.7,6
+31.95,23.15,6
+32.55,22.05,6
+32.6,22.55,6
+33.25,22.25,6
+33.65,21.9,6
+33.5,21.3,6
+33.1,20.75,6
+33.8,20.4,6
+33.85,20,6
+34.15,19.3,6
+34.85,18.85,6
+35.3,18.55,6
+35.4,19.35,6
+34.55,19.75,6
+35.05,20,6
+35.95,19.85,6
+36.35,20.6,6
+35.5,20.55,6
+34.45,20.65,6
+34.4,21.25,6
+35,21.05,6
+35.75,21.3,6
+35.05,21.5,6
+34.6,22.05,6
+34.2,21.75,6
+36.25,21.95,6
+35.7,22.3,6
+35.5,22.9,6
+35.85,23.25,6
+36.3,23.8,6
+35.45,24.1,6
+34.9,23.5,6
+34.2,22.9,6
+33.85,23.3,6
+33.25,23.35,6
+32.45,23.7,6
+33.6,23.9,6
+34.25,23.95,6
+34.25,24.1,6
+35.4,24.7,6
+35.15,25.3,6
+34.4,24.9,6
+33.7,24.85,6
+32.25,24.45,6
+32.5,24.7,6
+31.45,24.45,6
+31.55,25.2,6
+31.05,25,6
+30.25,24.3,6
+29.8,24.8,6
+29.6,25.5,6
+29.7,26.05,6
+30.5,25.5,6
+30.65,26,6
+31.25,26.05,6
+31.45,26.95,6
+30.75,26.9,6
+30.65,27.15,6
+31.25,27.85,6
+31.85,27.75,6
+32.7,28.2,6
+33.25,27.55,6
+32.4,27.1,6
+32.15,26.65,6
+32.35,25.95,6
+32.95,25.5,6
+33.85,26.05,6
+33.05,26.5,6
+33.65,27,6
+34.1,27.35,6
+34.2,27.95,6
+34.65,26.85,6
+35.25,26,6
+35.7,26.15,6
+34.4,25.6,6
+21.3,20.8,1
+20.15,20.9,1
+19.2,21.35,1
+19.1,21.85,1
+18.45,22.8,1
+18.75,22.95,1
+19.4,23,1
+19.55,22.25,1
+19.8,21.85,1
+20.5,21.85,1
+21.45,21.45,1
+21.7,21.9,1
+21.4,22.3,1
+21,22.6,1
+21.15,22.95,1
+20.5,22.85,1
+19.75,23.65,1
+19.2,23.7,1
+18.45,24.35,1
+20.65,23.85,1
+20.65,24.3,1
+19.7,24.6,1
+20.15,25.05,1
+22.15,25.1,1
+21.6,24.65,1
+21.7,23.8,1
+21.9,23.65,1
+22.55,23.5,1
+22.55,24.3,1
+23.3,24.45,1
+24.25,24.35,1
+23.8,25.25,1
+23.4,23.8,1
+22.9,23.2,1
+22.3,22.8,1
+22.2,22.4,1
+23.1,21.7,1
+22.85,21.9,1
+22.65,21.1,1
+23.15,22.6,1
+24.1,21.9,1
+24.7,22.2,1
+24.3,22.6,1
+24.15,23.3,1
+23.9,23.45,1
+5.2,2.15,5
+6.35,1.95,5
+6.75,2.3,5
+5.9,2.4,5
+5.4,2.7,5
+4.85,2.9,5
+4.85,3.35,5
+5.15,3.45,5
+5.7,3.45,5
+6.2,3,5
+6.2,3.2,5
+7.65,2.15,5
+7.2,2.75,5
+6.75,3.2,5
+6.75,3.55,5
+6.65,3.8,5
+5.8,4,5
+4.95,4.05,5
+5.1,4.35,5
+5.7,4.45,5
+5.45,4.85,5
+6.7,4.8,5
+6.55,5.05,5
+7.2,4.9,5
+6.2,4.25,5
+7.1,4.3,5
+7.85,4.5,5
+7.6,4.15,5
+7.25,3.55,5
+7.8,3.35,5
+8.05,2.75,5
+8.5,3.25,5
+8.1,3.55,5
+8.15,4,5