phcluster.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import argparse\n",
    "import os\n",
    "import random\n",
    "import shutil\n",
    "import time\n",
    "import warnings\n",
    "import json\n",
    "import re\n",
    "\n",
    "import torch\n",
    "import torch.nn as nn\n",
    "import torch.nn.parallel\n",
    "import torch.backends.cudnn as cudnn\n",
    "import torch.distributed as dist\n",
    "import torch.optim\n",
    "import torch.utils.data\n",
    "import torch.utils.data.distributed\n",
    "from torch.utils.data.sampler import SubsetRandomSampler\n",
    "from torchvision import datasets, transforms\n",
    "\n",
    "from model_analysis_nets import *\n",
    "from CKA import linear_CKA, kernel_CKA\n",
    "\n",
    "import numpy as np\n",
    "import sympy\n",
    "import pandas\n",
    "import seaborn\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "from scipy.cluster.hierarchy import dendrogram, linkage, fcluster, fclusterdata\n",
    "import scipy\n",
    "import networkx as nx\n",
    "import gif\n",
    "\n",
    "import gudhi as gd\n",
    "from ripser import Rips"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def getGradients(modelpth : str = \"\"):\n",
    "    if not modelpth:\n",
    "        return {}\n",
    "    model1 = LeNet().to(device)\n",
    "    model1.load_state_dict(torch.load(modelpth))\n",
    "    \n",
    "    criterion = nn.CrossEntropyLoss()\n",
    "    optimizer = torch.optim.SGD(model1.parameters(), lr=0.01, momentum=0.5)\n",
    "\n",
    "    for X, Y in test_loader:\n",
    "        X_test = X.to(device)\n",
    "        Y_test = Y.to(device)\n",
    "        # print(Y)\n",
    "        break\n",
    "\n",
    "    # Forward pass\n",
    "    outputs = model1(X_test)\n",
    "\n",
    "    # Compute the loss\n",
    "    loss = criterion(outputs, Y_test)\n",
    "\n",
    "    # Zero the gradients\n",
    "    optimizer.zero_grad()\n",
    "\n",
    "    # Backward pass\n",
    "    loss.backward()\n",
    "\n",
    "    # Access the gradients\n",
    "    gradients1 = {}\n",
    "    for name, param in model1.named_parameters():\n",
    "        gradients1[name] = param.grad\n",
    "    return gradients1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "trans_mnist = transforms.Compose([transforms.ToTensor(),\n",
    "                                  transforms.Normalize((0.1307,), (0.3081,))])\n",
    "dataset_test = datasets.MNIST('data/mnist/', train=False, download=True, transform=trans_mnist)\n",
    "test_loader = torch.utils.data.DataLoader(\n",
    "                dataset_test, batch_size=32,\n",
    "                num_workers=2, pin_memory=True, shuffle=False)\n",
    "\n",
    "device = 'cuda' if torch.cuda.is_available() else 'cpu'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "attack_pth = \"../TDA-NN/3090/LG-FedAvg/save_attack_ub/mnist/lenet_iidTrue_num100_C0.8_le2/shard2/pattern11-30--17-49-20/local_attack_save/\"\n",
    "normal_pth = \"../TDA-NN/3090/LG-FedAvg/save_attack_ub/mnist/lenet_iidTrue_num100_C0.8_le2/shard2/pattern11-30--17-49-20/local_normal_save/\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36, 38, 40, 42, 44, 46, 48, 50] 22\n",
      "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] 20\n",
      "[21, 24, 27, 30, 33, 36, 39, 42, 45, 48, 51, 54, 57, 60, 63, 66, 69, 72, 75, 78, 81, 84, 87, 90, 93, 96, 99] 27\n",
      "833\n"
     ]
    }
   ],
   "source": [
    "round_set = []\n",
    "client_set_attack = []\n",
    "client_set_normal = []\n",
    "modelpth_set = []\n",
    "for dirpath, dirnames, filenames in os.walk(attack_pth):\n",
    "    for filename in filenames:\n",
    "        # if int(re.findall(r'-?\\d+', filename)[0]) < round_max and int(re.findall(r'-?\\d+', filename)[1]) < client_max:\n",
    "        modelpth_set.append(os.path.join(dirpath, filename).replace(\"\\\\\",\"/\"))\n",
    "        round_set.append(int(re.findall(r'-?\\d+', filename)[0]))\n",
    "        client_set_attack.append(int(re.findall(r'-?\\d+', filename)[1]))\n",
    "\n",
    "round_set = list(set(round_set))\n",
    "client_set_attack = list(set(client_set_attack))\n",
    "\n",
    "for dirpath, dirnames, filenames in os.walk(normal_pth):\n",
    "    for filename in filenames:\n",
    "        # if int(re.findall(r'-?\\d+', filename)[0]) < round_max and int(re.findall(r'-?\\d+', filename)[1]) < client_max:\n",
    "        modelpth_set.append(os.path.join(dirpath, filename).replace(\"\\\\\",\"/\"))\n",
    "        client_set_normal.append(int(re.findall(r'-?\\d+', filename)[1]))\n",
    "\n",
    "client_set_normal = list(set(client_set_normal))\n",
    "\n",
    "print(round_set, len(round_set))\n",
    "print(client_set_attack, len(client_set_attack))\n",
    "print(client_set_normal, len(client_set_normal))\n",
    "print(len(modelpth_set))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "modelpth_dict = {}\n",
    "for idx, r in enumerate(round_set):\n",
    "    current_set_normal = []\n",
    "    current_set_attack = []\n",
    "    for mt in modelpth_set:\n",
    "        # print(mt)\n",
    "        if int(re.findall(r'-?\\d+', mt)[-2]) == r and int(re.findall(r'-?\\d+', mt)[-1]) in client_set_normal:\n",
    "            # print(int(re.findall(r'-?\\d+', mt)[-1]))\n",
    "            current_set_normal.append(mt)\n",
    "        if int(re.findall(r'-?\\d+', mt)[-2]) == r and int(re.findall(r'-?\\d+', mt)[-1]) in client_set_attack:\n",
    "            # print(int(re.findall(r'-?\\d+', mt)[-1]))\n",
    "            current_set_attack.append(mt)\n",
    "        \n",
    "    modelpth_dict[f'{r}_normal'] = current_set_normal\n",
    "    modelpth_dict[f'{r}_attack'] = current_set_attack\n",
    "# print(modelpth_dict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "16\n"
     ]
    }
   ],
   "source": [
    "client_max = 14\n",
    "corr_set = []\n",
    "for idx, r in enumerate(round_set):\n",
    "    if idx > 15:\n",
    "        break\n",
    "    r_modelpth_set = modelpth_dict[f'{r}_normal'][0:15] + modelpth_dict[f'{r}_attack'][0:15]\n",
    "    # print(len(r_modelpth_set))\n",
    "    r_corr = np.zeros((client_max * 2, client_max * 2, 1))\n",
    "\n",
    "    gradientlist = []\n",
    "    for idx, modelp1 in enumerate(r_modelpth_set):\n",
    "        gradientlist.append(getGradients(modelp1))\n",
    "    \n",
    "    for id1, modelp1 in enumerate(gradientlist):\n",
    "        if id1 >= client_max * 2:\n",
    "            break\n",
    "        for id2, modelp2 in enumerate(gradientlist):\n",
    "            if id2 >= client_max * 2:\n",
    "                break\n",
    "            if id2 <= id1:\n",
    "                continue\n",
    "            gradients1 = gradientlist[id1]\n",
    "            gradients2 = gradientlist[id2]\n",
    "            \n",
    "            corrlist = []\n",
    "\n",
    "            acts1 = gradients1[\"layer3.0.weight\"]\n",
    "            acts2 = gradients2[\"layer3.0.weight\"]\n",
    "            acts1 = acts1.cpu().reshape((50,-1))\n",
    "            acts2 = acts2.cpu().reshape((50,-1))\n",
    "            l = linear_CKA(acts1.T, acts2.T)\n",
    "            k = kernel_CKA(acts1.T, acts2.T)\n",
    "            corrlist.append((l+k)/2)\n",
    "\n",
    "            r_corr[id1][id2] = np.array(corrlist)\n",
    "    corr_set.append(r_corr)\n",
    "\n",
    "print(len(corr_set))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1 0.16570926611630443 0.1859854878231868 {25, 27, 21}\n",
      "2 0.07440518779341398 0.07533588321971041 {0, 9, 11}\n",
      "13 0.0 0.07929121286219432 {0, 8, 9, 11, 20, 26}\n",
      "\n",
      "0 0.1626132233540617 0.22345491973316156 {1, 4, 14, 18, 22}\n",
      "1 0.08095561741508228 0.10042152419597461 {11, 4, 12}\n",
      "2 0.13782176464796936 0.14962111941953649 {17, 18, 27}\n",
      "3 0.06699859924114338 0.07286441761082507 {11, 3, 5}\n",
      "4 0.1779124257193292 0.18119226304960767 {17, 22, 15}\n",
      "\n",
      "1 0.13869194160866516 0.16076283307184092 {0, 11, 20}\n",
      "2 0.13728894339327902 0.15190895350267486 {3, 12, 14}\n",
      "3 0.11791964759622076 0.1258202411068483 {9, 3, 12}\n",
      "4 0.1472333353304751 0.15362140902976829 {2, 27, 14, 22}\n",
      "5 0.22431395323401482 0.2270756078824494 {23, 22, 15}\n",
      "6 0.17415490599043393 0.17632181792097223 {11, 20, 21}\n",
      "\n",
      "1 0.12113810650219903 0.14367276446298893 {3, 6, 9, 10, 11, 26}\n",
      "2 0.12800935214937215 0.14528947525507907 {8, 4, 23}\n",
      "3 0.14290124701307394 0.14528947525507907 {8, 12, 23}\n",
      "4 0.1199711781110282 0.12173919772325648 {2, 18, 12}\n",
      "\n",
      "0 0.24518655279105483 0.2483811758909843 {5, 12, 16, 18, 25}\n",
      "1 0.15505794907558768 0.18649401740464122 {16, 2, 27, 6}\n",
      "2 0.15731120425854983 0.1836854289764397 {8, 13, 14}\n",
      "3 0.16410383275300167 0.18895371830112828 {4, 6, 7}\n",
      "4 0.18584851140255987 0.20689717506552086 {8, 26, 6}\n",
      "5 0.15846675972928148 0.17122163025354453 {13, 4, 5}\n",
      "\n",
      "0 0.180415819824693 0.22622840874056405 {2, 13, 15}\n",
      "2 0.2631729062985263 0.2770610245976137 {18, 19, 15}\n",
      "\n",
      "0 0.23499263708457407 0.3118595737291845 {25, 10, 20}\n",
      "1 0.2448832602386033 0.2939410235511507 {25, 20, 15}\n",
      "3 0.13230173589552763 0.13870085243021268 {18, 23, 7}\n",
      "4 0.08321119359609752 0.08857739584419566 {4, 6, 7}\n",
      "5 0.08145657152585928 0.08330229827779156 {26, 11, 14}\n",
      "\n",
      "0 0.19956433168764742 0.21296284455616998 {8, 5, 7}\n",
      "1 0.36225272608672365 0.36953588946873106 {8, 26, 23}\n",
      "2 0.14280730954005316 0.14395311002740707 {2, 4, 7}\n",
      "\n",
      "0 0.14342772229311784 0.1747336439229933 {0, 18, 6}\n",
      "2 0.12215833971472834 0.13117448054601955 {27, 16, 19}\n",
      "3 0.11405596984306687 0.11874102925046115 {19, 20, 7}\n",
      "4 0.11986771753181136 0.12310680004634977 {2, 4, 13}\n",
      "5 0.16919290760409422 0.17169132880082927 {25, 21, 22}\n",
      "6 0.17572492022443198 0.17750852664868288 {0, 1, 11}\n",
      "\n",
      "0 0.1461684034426627 0.16909181470392354 {16, 10, 23}\n",
      "1 0.07857430886745265 0.09530797058883622 {11, 0, 3}\n",
      "2 0.06760485415359685 0.07536671612074297 {0, 12, 6}\n",
      "\n",
      "0 0.2864876515845314 0.2891754895458867 {17, 19, 14, 15}\n",
      "2 0.23636261067551256 0.24731496680746834 {8, 18, 19, 15}\n",
      "3 0.21619896479069323 0.22577586098594815 {9, 15, 7}\n",
      "4 0.0907996715333168 0.09893480120425613 {16, 25, 21}\n",
      "\n",
      "0 0.34531010439745113 0.3787664194871603 {26, 20, 21}\n",
      "2 0.0693255618186106 0.07038381831640395 {8, 27, 7}\n",
      "\n",
      "0 0.17083207345962603 0.1863922287634343 {2, 26, 12}\n",
      "1 0.24179927459165207 0.2506685721741748 {2, 6, 22}\n",
      "2 0.22016706012868148 0.22601412467859805 {9, 10, 22}\n",
      "3 0.2219287541289603 0.2220600450674205 {16, 20, 22}\n",
      "\n",
      "0 0.16030671843456934 0.16430295728232103 {1, 8, 9, 12, 14, 21}\n",
      "1 0.10838766497204755 0.1463504857335709 {17, 12, 1}\n",
      "2 0.2846468046298316 0.28759894278501963 {16, 26, 20}\n",
      "\n",
      "0 0.16689442164715196 0.17406413631674256 {16, 24, 21}\n",
      "1 0.23245458726684798 0.236945044604147 {8, 6, 14}\n",
      "2 0.3668589972333105 0.367916115111926 {16, 25, 6}\n",
      "\n",
      "0 0.14342715352602464 0.1929598717004405 {24, 16, 26}\n",
      "1 0.12436446970976922 0.14354175676695768 {25, 27, 23}\n",
      "2 0.1995677231624613 0.20702725801143984 {10, 4, 21}\n",
      "3 0.3062383962827544 0.31013696319882444 {11, 4, 23}\n",
      "4 0.04190188526230809 0.042058956586328744 {3, 5, 22}\n",
      "10 0.0 0.11893038869083994 {1, 4, 10, 17, 23}\n",
      "\n"
     ]
    }
   ],
   "source": [
    "for corr in corr_set:\n",
    "    # print(1 - corr.reshape(-1, 2 * client_max) - corr.reshape(-1, 2 * client_max).T)\n",
    "\n",
    "    data = 1 - corr.reshape(-1, 2 * client_max) - corr.reshape(-1, 2 * client_max).T\n",
    "    rips_complex = gd.RipsComplex(distance_matrix=data, max_edge_length=20)\n",
    "    simplex_tree = rips_complex.create_simplex_tree(max_dimension=6)\n",
    "    persistence = simplex_tree.persistence()\n",
    "\n",
    "    # gd.plot_persistence_diagram(persistence=persistence)\n",
    "    pairs = simplex_tree.persistence_pairs()\n",
    "    filtration = simplex_tree.get_filtration()\n",
    "\n",
    "    count = 0\n",
    "    for birth_value, death_value in [i[1] for i in persistence]:\n",
    "        filtration = simplex_tree.get_filtration()\n",
    "        tolerance = 1e-5\n",
    "        birth_simplices = []\n",
    "        death_simplices = []\n",
    "\n",
    "        for simplex, filtration_value in filtration:\n",
    "            # print(filtration_value, birth_value)\n",
    "            if abs(filtration_value - birth_value) < tolerance:\n",
    "                # print(simplex)\n",
    "                birth_simplices.append(simplex)\n",
    "            elif (abs(filtration_value - death_value) < tolerance \n",
    "            # or (death_value == np.Inf)\n",
    "            ):\n",
    "                death_simplices.append(simplex)\n",
    "        # print(birth_simplices)\n",
    "\n",
    "        involved_points = set()\n",
    "\n",
    "        for birth_simplex in birth_simplices:\n",
    "            for death_simplex in death_simplices:\n",
    "                if set(birth_simplex).issubset(death_simplex):\n",
    "                    involved_points.update(birth_simplex)\n",
    "                    involved_points.update(death_simplex)\n",
    "\n",
    "        if len(involved_points) >= 3 : print(count, birth_value, death_value, involved_points) \n",
    "        count += 1\n",
    "    print()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[1.         0.07069966 0.11861293 0.16772022 0.13567774 0.14596807\n",
      "  0.08928912 0.15087281 0.05494566 0.07533588 0.08167419 0.07440519\n",
      "  0.0915501  0.19290037 0.04230498 0.10280824 0.33276276 0.21314372\n",
      "  0.48729729 0.14586425 0.18285559 0.41551279 0.29697368 0.31778981\n",
      "  0.49866712 0.29799269 0.2225882  0.2622273 ]\n",
      " [0.07069966 1.         0.09145981 0.2555342  0.214456   0.1010593\n",
      "  0.14354016 0.1217403  0.07582865 0.12016743 0.07825601 0.15523677\n",
      "  0.17842263 0.28365152 0.08410292 0.15132059 0.25673748 0.17760403\n",
      "  0.4278624  0.12122116 0.13093047 0.31499043 0.23047856 0.2611969\n",
      "  0.43316411 0.23434576 0.16218991 0.19834369]\n",
      " [0.11861293 0.09145981 1.         0.2091929  0.2079575  0.04460677\n",
      "  0.14603197 0.05089962 0.1394515  0.13740192 0.20873539 0.21501825\n",
      "  0.1802652  0.2208159  0.13187221 0.21510917 0.23149033 0.28699666\n",
      "  0.42059579 0.1664677  0.21789198 0.33129627 0.32776414 0.38484863\n",
      "  0.4107217  0.26435029 0.21882211 0.32813775]\n",
      " [0.16772022 0.2555342  0.2091929  1.         0.04914569 0.25453628\n",
      "  0.08779322 0.22783681 0.19330871 0.08199476 0.28671213 0.13444026\n",
      "  0.0890135  0.03046561 0.22806082 0.16321696 0.45492053 0.38162219\n",
      "  0.56852247 0.319642   0.37525357 0.58158536 0.47314378 0.53405182\n",
      "  0.56931281 0.41819794 0.39588688 0.46754405]\n",
      " [0.13567774 0.214456   0.2079575  0.04914569 1.         0.24713209\n",
      "  0.07849621 0.23985186 0.16685948 0.07802616 0.23642532 0.08694501\n",
      "  0.07769104 0.05271214 0.20326542 0.14397987 0.42410213 0.31364552\n",
      "  0.54539028 0.29142083 0.31790203 0.54479927 0.43999797 0.48359181\n",
      "  0.53737342 0.39954797 0.33694916 0.42449538]\n",
      " [0.14596807 0.1010593  0.04460677 0.25453628 0.24713209 1.\n",
      "  0.15468398 0.04177353 0.14591906 0.14949872 0.23494109 0.24184609\n",
      "  0.1871743  0.2627601  0.15361642 0.2287213  0.28186816 0.30915321\n",
      "  0.47390668 0.21316364 0.25599295 0.36077113 0.35661041 0.42041729\n",
      "  0.4754093  0.27467261 0.26806034 0.3470425 ]\n",
      " [0.08928912 0.14354016 0.14603197 0.08779322 0.07849621 0.15468398\n",
      "  1.         0.15035006 0.09995816 0.04211111 0.18151058 0.07914301\n",
      "  0.03966709 0.1102113  0.13292696 0.09665016 0.41638846 0.31936883\n",
      "  0.551421   0.24526175 0.30026722 0.53967896 0.42189139 0.48723591\n",
      "  0.57146683 0.37256888 0.32677669 0.40210606]\n",
      " [0.15087281 0.1217403  0.05089962 0.22783681 0.23985186 0.04177353\n",
      "  0.15035006 1.         0.15220198 0.14946484 0.23553799 0.24250376\n",
      "  0.19255389 0.22693187 0.14754455 0.24476779 0.32144091 0.34787365\n",
      "  0.48890563 0.22013295 0.28303445 0.39141608 0.37043723 0.44417165\n",
      "  0.50228852 0.2821565  0.3068212  0.35948265]\n",
      " [0.05494566 0.07582865 0.1394515  0.19330871 0.16685948 0.14591906\n",
      "  0.09995816 0.15220198 1.         0.06883811 0.07047794 0.07929033\n",
      "  0.09943251 0.20928884 0.0761548  0.08580586 0.35804349 0.25293358\n",
      "  0.50187864 0.18214881 0.19318653 0.45244671 0.33756232 0.37087962\n",
      "  0.55634464 0.32863349 0.26171751 0.29175723]\n",
      " [0.07533588 0.12016743 0.13740192 0.08199476 0.07802616 0.14949872\n",
      "  0.04211111 0.14946484 0.06883811 1.         0.15569772 0.07081528\n",
      "  0.04286918 0.11463739 0.12742902 0.08110966 0.38924122 0.27796982\n",
      "  0.53485697 0.22371604 0.26362158 0.50364148 0.38772814 0.44892761\n",
      "  0.5573372  0.33950657 0.29469674 0.36222988]\n",
      " [0.08167419 0.07825601 0.20873539 0.28671213 0.23642532 0.23494109\n",
      "  0.18151058 0.23553799 0.07047794 0.15569772 1.         0.10632835\n",
      "  0.18759535 0.30265063 0.07847879 0.12545287 0.35506721 0.20129854\n",
      "  0.49666309 0.16833824 0.14964242 0.38638621 0.242468   0.25103211\n",
      "  0.52776825 0.28611565 0.21740506 0.19395578]\n",
      " [0.07440519 0.15523677 0.21501825 0.13444026 0.08694501 0.24184609\n",
      "  0.07914301 0.24250376 0.07929033 0.07081528 0.10632835 1.\n",
      "  0.06305502 0.14823374 0.11645268 0.0703839  0.42224032 0.27222322\n",
      "  0.54606144 0.23730392 0.24944918 0.515252   0.37422289 0.40048132\n",
      "  0.57436585 0.36392889 0.3045145  0.33346383]\n",
      " [0.0915501  0.17842263 0.1802652  0.0890135  0.07769104 0.1871743\n",
      "  0.03966709 0.19255389 0.09943251 0.04286918 0.18759535 0.06305502\n",
      "  1.         0.10630567 0.13943566 0.0767825  0.43012903 0.32290743\n",
      "  0.55038465 0.2659798  0.30404034 0.5518938  0.42830064 0.48789565\n",
      "  0.592046   0.37520092 0.34570213 0.40215805]\n",
      " [0.19290037 0.28365152 0.2208159  0.03046561 0.05271214 0.2627601\n",
      "  0.1102113  0.22693187 0.20928884 0.11463739 0.30265063 0.14823374\n",
      "  0.10630567 1.         0.24507291 0.19506416 0.46319568 0.39612239\n",
      "  0.57876392 0.35690199 0.3882861  0.57982876 0.48109372 0.54760457\n",
      "  0.56654409 0.43952212 0.41578209 0.47194945]\n",
      " [0.04230498 0.08410292 0.13187221 0.22806082 0.20326542 0.15361642\n",
      "  0.13292696 0.14754455 0.0761548  0.12742902 0.07847879 0.11645268\n",
      "  0.13943566 0.24507291 1.         0.12988653 0.36282629 0.25679251\n",
      "  0.5090971  0.15951823 0.20030847 0.41787075 0.28917585 0.31414514\n",
      "  0.53166847 0.29054577 0.25715638 0.25683507]\n",
      " [0.10280824 0.15132059 0.21510917 0.16321696 0.14397987 0.2287213\n",
      "  0.09665016 0.24476779 0.08580586 0.08110966 0.12545287 0.0703839\n",
      "  0.0767825  0.19506416 0.12988653 1.         0.37186875 0.25981875\n",
      "  0.49019289 0.19644912 0.21679432 0.50267496 0.38040507 0.41891263\n",
      "  0.55864114 0.33578111 0.26300561 0.34501601]\n",
      " [0.33276276 0.25673748 0.23149033 0.45492053 0.42410213 0.28186816\n",
      "  0.41638846 0.32144091 0.35804349 0.38924122 0.35506721 0.42224032\n",
      "  0.43012903 0.46319568 0.36282629 0.37186875 1.         0.24231066\n",
      "  0.20831744 0.1185068  0.14700828 0.158492   0.30862629 0.30384275\n",
      "  0.14648036 0.28900159 0.06667039 0.30522446]\n",
      " [0.21314372 0.17760403 0.28699666 0.38162219 0.31364552 0.30915321\n",
      "  0.31936883 0.34787365 0.25293358 0.27796982 0.20129854 0.27222322\n",
      "  0.32290743 0.39612239 0.25679251 0.25981875 0.24231066 1.\n",
      "  0.43732064 0.17593858 0.15221355 0.22218771 0.1396665  0.16948276\n",
      "  0.29996012 0.15767803 0.1311002  0.12137554]\n",
      " [0.48729729 0.4278624  0.42059579 0.56852247 0.54539028 0.47390668\n",
      "  0.551421   0.48890563 0.50187864 0.53485697 0.49666309 0.54606144\n",
      "  0.55038465 0.57876392 0.5090971  0.49019289 0.20831744 0.43732064\n",
      "  1.         0.29577106 0.1862809  0.39979683 0.46211107 0.51663812\n",
      "  0.33718238 0.51087112 0.25755052 0.44596707]\n",
      " [0.14586425 0.12122116 0.1664677  0.319642   0.29142083 0.21316364\n",
      "  0.24526175 0.22013295 0.18214881 0.22371604 0.16833824 0.23730392\n",
      "  0.2659798  0.35690199 0.15951823 0.19644912 0.1185068  0.17593858\n",
      "  0.29577106 1.         0.10917005 0.23733401 0.26712062 0.25551736\n",
      "  0.27108488 0.24846319 0.06736501 0.23612767]\n",
      " [0.18285559 0.13093047 0.21789198 0.37525357 0.31790203 0.25599295\n",
      "  0.30026722 0.28303445 0.19318653 0.26362158 0.14964242 0.24944918\n",
      "  0.30404034 0.3882861  0.20030847 0.21679432 0.14700828 0.15221355\n",
      "  0.1862809  0.10917005 1.         0.26053113 0.20188152 0.24520105\n",
      "  0.31055719 0.27005191 0.07929121 0.17987546]\n",
      " [0.41551279 0.31499043 0.33129627 0.58158536 0.54479927 0.36077113\n",
      "  0.53967896 0.39141608 0.45244671 0.50364148 0.38638621 0.515252\n",
      "  0.5518938  0.57982876 0.41787075 0.50267496 0.158492   0.22218771\n",
      "  0.39979683 0.23733401 0.26053113 1.         0.18722399 0.13570476\n",
      "  0.19351847 0.16570927 0.16994205 0.18598549]\n",
      " [0.29697368 0.23047856 0.32776414 0.47314378 0.43999797 0.35661041\n",
      "  0.42189139 0.37043723 0.33756232 0.38772814 0.242468   0.37422289\n",
      "  0.42830064 0.48109372 0.28917585 0.38040507 0.30862629 0.1396665\n",
      "  0.46211107 0.26712062 0.20188152 0.18722399 1.         0.1182543\n",
      "  0.37280332 0.17297866 0.22689954 0.05263502]\n",
      " [0.31778981 0.2611969  0.38484863 0.53405182 0.48359181 0.42041729\n",
      "  0.48723591 0.44417165 0.37087962 0.44892761 0.25103211 0.40048132\n",
      "  0.48789565 0.54760457 0.31414514 0.41891263 0.30384275 0.16948276\n",
      "  0.51663812 0.25551736 0.24520105 0.13570476 0.1182543  1.\n",
      "  0.31503735 0.19329746 0.21249365 0.09722612]\n",
      " [0.49866712 0.43316411 0.4107217  0.56931281 0.53737342 0.4754093\n",
      "  0.57146683 0.50228852 0.55634464 0.5573372  0.52776825 0.57436585\n",
      "  0.592046   0.56654409 0.53166847 0.55864114 0.14648036 0.29996012\n",
      "  0.33718238 0.27108488 0.31055719 0.19351847 0.37280332 0.31503735\n",
      "  1.         0.3703908  0.18474863 0.37754339]\n",
      " [0.29799269 0.23434576 0.26435029 0.41819794 0.39954797 0.27467261\n",
      "  0.37256888 0.2821565  0.32863349 0.33950657 0.28611565 0.36392889\n",
      "  0.37520092 0.43952212 0.29054577 0.33578111 0.28900159 0.15767803\n",
      "  0.51087112 0.24846319 0.27005191 0.16570927 0.17297866 0.19329746\n",
      "  0.3703908  1.         0.2463906  0.16753768]\n",
      " [0.2225882  0.16218991 0.21882211 0.39588688 0.33694916 0.26806034\n",
      "  0.32677669 0.3068212  0.26171751 0.29469674 0.21740506 0.3045145\n",
      "  0.34570213 0.41578209 0.25715638 0.26300561 0.06667039 0.1311002\n",
      "  0.25755052 0.06736501 0.07929121 0.16994205 0.22689954 0.21249365\n",
      "  0.18474863 0.2463906  1.         0.20503059]\n",
      " [0.2622273  0.19834369 0.32813775 0.46754405 0.42449538 0.3470425\n",
      "  0.40210606 0.35948265 0.29175723 0.36222988 0.19395578 0.33346383\n",
      "  0.40215805 0.47194945 0.25683507 0.34501601 0.30522446 0.12137554\n",
      "  0.44596707 0.23612767 0.17987546 0.18598549 0.05263502 0.09722612\n",
      "  0.37754339 0.16753768 0.20503059 1.        ]]\n",
      "Rips complex is of dimension 1 - 406 simplices - 28 vertices.\n",
      "[0] -> 0.00\n",
      "[1] -> 0.00\n",
      "[2] -> 0.00\n",
      "[3] -> 0.00\n",
      "[4] -> 0.00\n",
      "[5] -> 0.00\n",
      "[6] -> 0.00\n",
      "[7] -> 0.00\n",
      "[8] -> 0.00\n",
      "[9] -> 0.00\n",
      "[10] -> 0.00\n",
      "[11] -> 0.00\n",
      "[12] -> 0.00\n",
      "[13] -> 0.00\n",
      "[14] -> 0.00\n",
      "[15] -> 0.00\n",
      "[16] -> 0.00\n",
      "[17] -> 0.00\n",
      "[18] -> 0.00\n",
      "[19] -> 0.00\n",
      "[20] -> 0.00\n",
      "[21] -> 0.00\n",
      "[22] -> 0.00\n",
      "[23] -> 0.00\n",
      "[24] -> 0.00\n",
      "[25] -> 0.00\n",
      "[26] -> 0.00\n",
      "[27] -> 0.00\n",
      "[3, 13] -> 0.03\n",
      "[6, 12] -> 0.04\n",
      "[5, 7] -> 0.04\n",
      "[6, 9] -> 0.04\n",
      "[0, 14] -> 0.04\n",
      "[9, 12] -> 0.04\n",
      "[2, 5] -> 0.04\n",
      "[3, 4] -> 0.05\n",
      "[2, 7] -> 0.05\n",
      "[22, 27] -> 0.05\n",
      "[4, 13] -> 0.05\n",
      "[0, 8] -> 0.05\n",
      "[11, 12] -> 0.06\n",
      "[16, 26] -> 0.07\n",
      "[19, 26] -> 0.07\n",
      "[8, 9] -> 0.07\n",
      "[11, 15] -> 0.07\n",
      "[8, 10] -> 0.07\n",
      "[0, 1] -> 0.07\n",
      "[9, 11] -> 0.07\n",
      "[0, 11] -> 0.07\n",
      "[0, 9] -> 0.08\n",
      "[1, 8] -> 0.08\n",
      "[8, 14] -> 0.08\n",
      "[12, 15] -> 0.08\n",
      "[4, 12] -> 0.08\n",
      "[4, 9] -> 0.08\n",
      "[1, 10] -> 0.08\n",
      "[10, 14] -> 0.08\n",
      "[4, 6] -> 0.08\n",
      "[6, 11] -> 0.08\n",
      "[8, 11] -> 0.08\n",
      "[20, 26] -> 0.08\n",
      "[9, 15] -> 0.08\n",
      "[0, 10] -> 0.08\n",
      "[3, 9] -> 0.08\n",
      "[1, 14] -> 0.08\n",
      "[8, 15] -> 0.09\n",
      "[4, 11] -> 0.09\n",
      "[3, 6] -> 0.09\n",
      "[3, 12] -> 0.09\n",
      "[0, 6] -> 0.09\n",
      "[1, 2] -> 0.09\n",
      "[0, 12] -> 0.09\n",
      "[6, 15] -> 0.10\n",
      "[23, 27] -> 0.10\n",
      "[8, 12] -> 0.10\n",
      "[6, 8] -> 0.10\n",
      "[1, 5] -> 0.10\n",
      "[0, 15] -> 0.10\n",
      "[12, 13] -> 0.11\n",
      "[10, 11] -> 0.11\n",
      "[19, 20] -> 0.11\n",
      "[6, 13] -> 0.11\n",
      "[9, 13] -> 0.11\n",
      "[11, 14] -> 0.12\n",
      "[22, 23] -> 0.12\n",
      "[16, 19] -> 0.12\n",
      "[0, 2] -> 0.12\n",
      "[1, 9] -> 0.12\n",
      "[1, 19] -> 0.12\n",
      "[17, 27] -> 0.12\n",
      "[1, 7] -> 0.12\n",
      "[10, 15] -> 0.13\n",
      "[9, 14] -> 0.13\n",
      "[14, 15] -> 0.13\n",
      "[1, 20] -> 0.13\n",
      "[17, 26] -> 0.13\n",
      "[2, 14] -> 0.13\n",
      "[6, 14] -> 0.13\n",
      "[3, 11] -> 0.13\n",
      "[0, 4] -> 0.14\n",
      "[21, 23] -> 0.14\n",
      "[2, 9] -> 0.14\n",
      "[12, 14] -> 0.14\n",
      "[2, 8] -> 0.14\n",
      "[17, 22] -> 0.14\n",
      "[1, 6] -> 0.14\n",
      "[4, 15] -> 0.14\n",
      "[0, 19] -> 0.15\n",
      "[5, 8] -> 0.15\n",
      "[0, 5] -> 0.15\n",
      "[2, 6] -> 0.15\n",
      "[16, 24] -> 0.15\n",
      "[16, 20] -> 0.15\n",
      "[7, 14] -> 0.15\n",
      "[11, 13] -> 0.15\n",
      "[7, 9] -> 0.15\n",
      "[5, 9] -> 0.15\n",
      "[10, 20] -> 0.15\n",
      "[6, 7] -> 0.15\n",
      "[0, 7] -> 0.15\n",
      "[1, 15] -> 0.15\n",
      "[7, 8] -> 0.15\n",
      "[17, 20] -> 0.15\n",
      "[5, 14] -> 0.15\n",
      "[5, 6] -> 0.15\n",
      "[1, 11] -> 0.16\n",
      "[9, 10] -> 0.16\n",
      "[17, 25] -> 0.16\n",
      "[16, 21] -> 0.16\n",
      "[14, 19] -> 0.16\n",
      "[1, 26] -> 0.16\n",
      "[3, 15] -> 0.16\n",
      "[21, 25] -> 0.17\n",
      "[2, 19] -> 0.17\n",
      "[4, 8] -> 0.17\n",
      "[25, 27] -> 0.17\n",
      "[0, 3] -> 0.17\n",
      "[10, 19] -> 0.17\n",
      "[17, 23] -> 0.17\n",
      "[21, 26] -> 0.17\n",
      "[22, 25] -> 0.17\n",
      "[17, 19] -> 0.18\n",
      "[1, 17] -> 0.18\n",
      "[1, 12] -> 0.18\n",
      "[20, 27] -> 0.18\n",
      "[2, 12] -> 0.18\n",
      "[6, 10] -> 0.18\n",
      "[8, 19] -> 0.18\n",
      "[0, 20] -> 0.18\n",
      "[24, 26] -> 0.18\n",
      "[21, 27] -> 0.19\n",
      "[18, 20] -> 0.19\n",
      "[5, 12] -> 0.19\n",
      "[21, 22] -> 0.19\n",
      "[10, 12] -> 0.19\n",
      "[7, 12] -> 0.19\n",
      "[0, 13] -> 0.19\n",
      "[8, 20] -> 0.19\n",
      "[23, 25] -> 0.19\n",
      "[3, 8] -> 0.19\n",
      "[21, 24] -> 0.19\n",
      "[10, 27] -> 0.19\n",
      "[13, 15] -> 0.20\n",
      "[15, 19] -> 0.20\n",
      "[1, 27] -> 0.20\n",
      "[14, 20] -> 0.20\n",
      "[10, 17] -> 0.20\n",
      "[20, 22] -> 0.20\n",
      "[4, 14] -> 0.20\n",
      "[26, 27] -> 0.21\n",
      "[2, 4] -> 0.21\n",
      "[16, 18] -> 0.21\n",
      "[2, 10] -> 0.21\n",
      "[2, 3] -> 0.21\n",
      "[8, 13] -> 0.21\n",
      "[23, 26] -> 0.21\n",
      "[0, 17] -> 0.21\n",
      "[5, 19] -> 0.21\n",
      "[1, 4] -> 0.21\n",
      "[2, 11] -> 0.22\n",
      "[2, 15] -> 0.22\n",
      "[15, 20] -> 0.22\n",
      "[10, 26] -> 0.22\n",
      "[2, 20] -> 0.22\n",
      "[2, 26] -> 0.22\n",
      "[7, 19] -> 0.22\n",
      "[2, 13] -> 0.22\n",
      "[17, 21] -> 0.22\n",
      "[0, 26] -> 0.22\n",
      "[9, 19] -> 0.22\n",
      "[22, 26] -> 0.23\n",
      "[7, 13] -> 0.23\n",
      "[3, 7] -> 0.23\n",
      "[3, 14] -> 0.23\n",
      "[5, 15] -> 0.23\n",
      "[1, 22] -> 0.23\n",
      "[2, 16] -> 0.23\n",
      "[1, 25] -> 0.23\n",
      "[5, 10] -> 0.23\n",
      "[7, 10] -> 0.24\n",
      "[19, 27] -> 0.24\n",
      "[4, 10] -> 0.24\n",
      "[11, 19] -> 0.24\n",
      "[19, 21] -> 0.24\n",
      "[4, 7] -> 0.24\n",
      "[5, 11] -> 0.24\n",
      "[16, 17] -> 0.24\n",
      "[10, 22] -> 0.24\n",
      "[7, 11] -> 0.24\n",
      "[7, 15] -> 0.24\n",
      "[13, 14] -> 0.25\n",
      "[20, 23] -> 0.25\n",
      "[6, 19] -> 0.25\n",
      "[25, 26] -> 0.25\n",
      "[4, 5] -> 0.25\n",
      "[19, 25] -> 0.25\n",
      "[11, 20] -> 0.25\n",
      "[10, 23] -> 0.25\n",
      "[8, 17] -> 0.25\n",
      "[3, 5] -> 0.25\n",
      "[19, 23] -> 0.26\n",
      "[1, 3] -> 0.26\n",
      "[5, 20] -> 0.26\n",
      "[1, 16] -> 0.26\n",
      "[14, 17] -> 0.26\n",
      "[14, 27] -> 0.26\n",
      "[14, 26] -> 0.26\n",
      "[18, 26] -> 0.26\n",
      "[15, 17] -> 0.26\n",
      "[20, 21] -> 0.26\n",
      "[1, 23] -> 0.26\n",
      "[8, 26] -> 0.26\n",
      "[0, 27] -> 0.26\n",
      "[5, 13] -> 0.26\n",
      "[15, 26] -> 0.26\n",
      "[9, 20] -> 0.26\n",
      "[2, 25] -> 0.26\n",
      "[12, 19] -> 0.27\n",
      "[19, 22] -> 0.27\n",
      "[5, 26] -> 0.27\n",
      "[20, 25] -> 0.27\n",
      "[19, 24] -> 0.27\n",
      "[11, 17] -> 0.27\n",
      "[5, 25] -> 0.27\n",
      "[9, 17] -> 0.28\n",
      "[5, 16] -> 0.28\n",
      "[7, 25] -> 0.28\n",
      "[7, 20] -> 0.28\n",
      "[1, 13] -> 0.28\n",
      "[10, 25] -> 0.29\n",
      "[3, 10] -> 0.29\n",
      "[2, 17] -> 0.29\n",
      "[16, 25] -> 0.29\n",
      "[14, 22] -> 0.29\n",
      "[14, 25] -> 0.29\n",
      "[4, 19] -> 0.29\n",
      "[8, 27] -> 0.29\n",
      "[9, 26] -> 0.29\n",
      "[18, 19] -> 0.30\n",
      "[0, 22] -> 0.30\n",
      "[0, 25] -> 0.30\n",
      "[17, 24] -> 0.30\n",
      "[6, 20] -> 0.30\n",
      "[10, 13] -> 0.30\n",
      "[16, 23] -> 0.30\n",
      "[12, 20] -> 0.30\n",
      "[11, 26] -> 0.30\n",
      "[16, 27] -> 0.31\n",
      "[7, 26] -> 0.31\n",
      "[16, 22] -> 0.31\n",
      "[5, 17] -> 0.31\n",
      "[20, 24] -> 0.31\n",
      "[4, 17] -> 0.31\n",
      "[14, 23] -> 0.31\n",
      "[1, 21] -> 0.31\n",
      "[23, 24] -> 0.32\n",
      "[0, 23] -> 0.32\n",
      "[4, 20] -> 0.32\n",
      "[6, 17] -> 0.32\n",
      "[3, 19] -> 0.32\n",
      "[7, 16] -> 0.32\n",
      "[12, 17] -> 0.32\n",
      "[6, 26] -> 0.33\n",
      "[2, 22] -> 0.33\n",
      "[2, 27] -> 0.33\n",
      "[8, 25] -> 0.33\n",
      "[2, 21] -> 0.33\n",
      "[0, 16] -> 0.33\n",
      "[11, 27] -> 0.33\n",
      "[15, 25] -> 0.34\n",
      "[4, 26] -> 0.34\n",
      "[18, 24] -> 0.34\n",
      "[8, 22] -> 0.34\n",
      "[9, 25] -> 0.34\n",
      "[15, 27] -> 0.35\n",
      "[12, 26] -> 0.35\n",
      "[5, 27] -> 0.35\n",
      "[7, 17] -> 0.35\n",
      "[10, 16] -> 0.36\n",
      "[5, 22] -> 0.36\n",
      "[13, 19] -> 0.36\n",
      "[8, 16] -> 0.36\n",
      "[7, 27] -> 0.36\n",
      "[5, 21] -> 0.36\n",
      "[9, 27] -> 0.36\n",
      "[14, 16] -> 0.36\n",
      "[11, 25] -> 0.36\n",
      "[24, 25] -> 0.37\n",
      "[7, 22] -> 0.37\n",
      "[8, 23] -> 0.37\n",
      "[15, 16] -> 0.37\n",
      "[6, 25] -> 0.37\n",
      "[22, 24] -> 0.37\n",
      "[11, 22] -> 0.37\n",
      "[12, 25] -> 0.38\n",
      "[3, 20] -> 0.38\n",
      "[24, 27] -> 0.38\n",
      "[15, 22] -> 0.38\n",
      "[3, 17] -> 0.38\n",
      "[2, 23] -> 0.38\n",
      "[10, 21] -> 0.39\n",
      "[9, 22] -> 0.39\n",
      "[13, 20] -> 0.39\n",
      "[9, 16] -> 0.39\n",
      "[7, 21] -> 0.39\n",
      "[3, 26] -> 0.40\n",
      "[13, 17] -> 0.40\n",
      "[4, 25] -> 0.40\n",
      "[18, 21] -> 0.40\n",
      "[11, 23] -> 0.40\n",
      "[6, 27] -> 0.40\n",
      "[12, 27] -> 0.40\n",
      "[2, 24] -> 0.41\n",
      "[0, 21] -> 0.42\n",
      "[13, 26] -> 0.42\n",
      "[6, 16] -> 0.42\n",
      "[14, 21] -> 0.42\n",
      "[3, 25] -> 0.42\n",
      "[15, 23] -> 0.42\n",
      "[5, 23] -> 0.42\n",
      "[2, 18] -> 0.42\n",
      "[6, 22] -> 0.42\n",
      "[11, 16] -> 0.42\n",
      "[4, 16] -> 0.42\n",
      "[4, 27] -> 0.42\n",
      "[1, 18] -> 0.43\n",
      "[12, 22] -> 0.43\n",
      "[12, 16] -> 0.43\n",
      "[1, 24] -> 0.43\n",
      "[17, 18] -> 0.44\n",
      "[13, 25] -> 0.44\n",
      "[4, 22] -> 0.44\n",
      "[7, 23] -> 0.44\n",
      "[18, 27] -> 0.45\n",
      "[9, 23] -> 0.45\n",
      "[8, 21] -> 0.45\n",
      "[3, 16] -> 0.45\n",
      "[18, 22] -> 0.46\n",
      "[13, 16] -> 0.46\n",
      "[3, 27] -> 0.47\n",
      "[13, 27] -> 0.47\n",
      "[3, 22] -> 0.47\n",
      "[5, 18] -> 0.47\n",
      "[5, 24] -> 0.48\n",
      "[13, 22] -> 0.48\n",
      "[4, 23] -> 0.48\n",
      "[6, 23] -> 0.49\n",
      "[0, 18] -> 0.49\n",
      "[12, 23] -> 0.49\n",
      "[7, 18] -> 0.49\n",
      "[15, 18] -> 0.49\n",
      "[10, 18] -> 0.50\n",
      "[0, 24] -> 0.50\n",
      "[8, 18] -> 0.50\n",
      "[7, 24] -> 0.50\n",
      "[15, 21] -> 0.50\n",
      "[9, 21] -> 0.50\n",
      "[14, 18] -> 0.51\n",
      "[18, 25] -> 0.51\n",
      "[11, 21] -> 0.52\n",
      "[18, 23] -> 0.52\n",
      "[10, 24] -> 0.53\n",
      "[14, 24] -> 0.53\n",
      "[3, 23] -> 0.53\n",
      "[9, 18] -> 0.53\n",
      "[4, 24] -> 0.54\n",
      "[6, 21] -> 0.54\n",
      "[4, 21] -> 0.54\n",
      "[4, 18] -> 0.55\n",
      "[11, 18] -> 0.55\n",
      "[13, 23] -> 0.55\n",
      "[12, 18] -> 0.55\n",
      "[6, 18] -> 0.55\n",
      "[12, 21] -> 0.55\n",
      "[8, 24] -> 0.56\n",
      "[9, 24] -> 0.56\n",
      "[15, 24] -> 0.56\n",
      "[13, 24] -> 0.57\n",
      "[3, 18] -> 0.57\n",
      "[3, 24] -> 0.57\n",
      "[6, 24] -> 0.57\n",
      "[11, 24] -> 0.57\n",
      "[13, 18] -> 0.58\n",
      "[13, 21] -> 0.58\n",
      "[3, 21] -> 0.58\n",
      "[12, 24] -> 0.59\n",
      "[[1.         0.11852369 0.08545607 0.18662391 0.19238902 0.22584215\n",
      "  0.28376856 0.06945984 0.06303671 0.23396496 0.23803034 0.27367262\n",
      "  0.22450072 0.24554024 0.16832107 0.23553569 0.33453915 0.27237517\n",
      "  0.25378166 0.52863409 0.38213263 0.34843425 0.11540873 0.32975952\n",
      "  0.4174061  0.35325561 0.21923827 0.35676677]\n",
      " [0.11852369 1.         0.1737584  0.14603296 0.08638988 0.15566483\n",
      "  0.13351973 0.13396723 0.1588294  0.09907885 0.17997645 0.14414069\n",
      "  0.15333023 0.21176819 0.05568119 0.23328993 0.33654852 0.22739962\n",
      "  0.16261322 0.43583965 0.36929941 0.32494851 0.15372309 0.31001564\n",
      "  0.38253649 0.34573023 0.19001582 0.33738337]\n",
      " [0.08545607 0.1737584  1.         0.24073763 0.28938438 0.30241079\n",
      "  0.34945965 0.09691387 0.11059228 0.33034129 0.26259932 0.35543934\n",
      "  0.32618016 0.30721757 0.24093646 0.33691299 0.44543016 0.27313064\n",
      "  0.2871458  0.56141864 0.43582744 0.44437173 0.18588278 0.41970333\n",
      "  0.41274969 0.42053057 0.26734779 0.36274325]\n",
      " [0.18662391 0.14603296 0.24073763 1.         0.1478812  0.07286442\n",
      "  0.13942237 0.15002075 0.25555604 0.21662396 0.04115282 0.0669986\n",
      "  0.12212131 0.06423544 0.11442768 0.36151326 0.48372661 0.32912929\n",
      "  0.34512425 0.54086026 0.50743925 0.47517735 0.15111337 0.42614732\n",
      "  0.54489445 0.46348434 0.16813297 0.47118825]\n",
      " [0.19238902 0.08638988 0.28938438 0.1478812  1.         0.10309532\n",
      "  0.06143326 0.19316568 0.23246388 0.05880909 0.18187584 0.09419417\n",
      "  0.08095562 0.16307504 0.07018037 0.24535634 0.37756044 0.26749114\n",
      "  0.17933787 0.43259265 0.4020119  0.37284683 0.1743405  0.32884533\n",
      "  0.40942452 0.37656521 0.19799276 0.38053749]\n",
      " [0.22584215 0.15566483 0.30241079 0.07286442 0.10309532 1.\n",
      "  0.09499833 0.19194227 0.27822387 0.16530146 0.0794065  0.06671797\n",
      "  0.06046797 0.06621765 0.1077665  0.33461759 0.44312864 0.32194174\n",
      "  0.2949301  0.51704111 0.47373769 0.42555469 0.16894735 0.38425251\n",
      "  0.51965322 0.43500986 0.16761491 0.46794606]\n",
      " [0.28376856 0.13351973 0.34945965 0.13942237 0.06143326 0.09499833\n",
      "  1.         0.26646091 0.34396897 0.09614128 0.15294806 0.05845064\n",
      "  0.1125923  0.16116302 0.09274553 0.34549421 0.45645339 0.32210266\n",
      "  0.24456644 0.48523826 0.47557018 0.4450586  0.2395722  0.38597307\n",
      "  0.48127867 0.43537714 0.23840428 0.45243846]\n",
      " [0.06945984 0.13396723 0.09691387 0.15002075 0.19316568 0.19194227\n",
      "  0.26646091 1.         0.0780704  0.23947119 0.19723801 0.24011134\n",
      "  0.2171169  0.21091195 0.13939143 0.24763229 0.3772075  0.2537493\n",
      "  0.25176423 0.48374624 0.37306807 0.3766405  0.09603185 0.34492018\n",
      "  0.39773228 0.34217865 0.18548125 0.33550565]\n",
      " [0.06303671 0.1588294  0.11059228 0.25555604 0.23246388 0.27822387\n",
      "  0.34396897 0.0780704  1.         0.29751075 0.30189946 0.33478546\n",
      "  0.27321084 0.30099083 0.21201026 0.24098703 0.35607069 0.28848422\n",
      "  0.26916276 0.51724806 0.36580438 0.3558571  0.13146458 0.3591481\n",
      "  0.38234966 0.38379735 0.24913647 0.32699405]\n",
      " [0.23396496 0.09907885 0.33034129 0.21662396 0.05880909 0.16530146\n",
      "  0.09614128 0.23947119 0.29751075 1.         0.25218964 0.15441236\n",
      "  0.12714804 0.24719634 0.08256942 0.26069777 0.32676949 0.33027312\n",
      "  0.17515312 0.46781499 0.3804744  0.32649607 0.25026786 0.28175203\n",
      "  0.43851835 0.34643347 0.28201793 0.41650009]\n",
      " [0.23803034 0.17997645 0.26259932 0.04115282 0.18187584 0.0794065\n",
      "  0.15294806 0.19723801 0.30189946 0.25218964 1.         0.08337818\n",
      "  0.1221508  0.06590098 0.15381172 0.40145867 0.51747716 0.34490788\n",
      "  0.37178744 0.54805037 0.52036303 0.49984625 0.18983669 0.45869874\n",
      "  0.55040208 0.48893256 0.18711702 0.47728933]\n",
      " [0.27367262 0.14414069 0.35543934 0.0669986  0.09419417 0.06671797\n",
      "  0.05845064 0.24011134 0.33478546 0.15441236 0.08337818 1.\n",
      "  0.10042152 0.09763169 0.09879318 0.36332314 0.49535158 0.32729178\n",
      "  0.30887434 0.49554385 0.52382601 0.48203326 0.20786803 0.42679823\n",
      "  0.52736598 0.47758084 0.1946632  0.47424622]\n",
      " [0.22450072 0.15333023 0.32618016 0.12212131 0.08095562 0.06046797\n",
      "  0.1125923  0.2171169  0.27321084 0.12714804 0.1221508  0.10042152\n",
      "  1.         0.08255689 0.13005554 0.31621348 0.42032123 0.35315198\n",
      "  0.28764435 0.51519347 0.47384932 0.4171984  0.18211706 0.38135796\n",
      "  0.51061567 0.42950258 0.20515139 0.46635818]\n",
      " [0.24554024 0.21176819 0.30721757 0.06423544 0.16307504 0.06621765\n",
      "  0.16116302 0.21091195 0.30099083 0.24719634 0.06590098 0.09763169\n",
      "  0.08255689 1.         0.1827254  0.3895237  0.5164851  0.36736856\n",
      "  0.37732097 0.5589136  0.54574548 0.50658437 0.18194535 0.46694253\n",
      "  0.57579519 0.49385967 0.19040732 0.50554213]\n",
      " [0.16832107 0.05568119 0.24093646 0.11442768 0.07018037 0.1077665\n",
      "  0.09274553 0.13939143 0.21201026 0.08256942 0.15381172 0.09879318\n",
      "  0.13005554 0.1827254  1.         0.24421177 0.34558341 0.23305132\n",
      "  0.17289733 0.42263376 0.37382337 0.33118765 0.14533522 0.30712225\n",
      "  0.39561866 0.34822082 0.16650817 0.35728245]\n",
      " [0.23553569 0.23328993 0.33691299 0.36151326 0.24535634 0.33461759\n",
      "  0.34549421 0.24763229 0.24098703 0.26069777 0.40145867 0.36332314\n",
      "  0.31621348 0.3895237  0.24421177 1.         0.26034986 0.16423205\n",
      "  0.10160834 0.25295355 0.17958056 0.25136736 0.17791243 0.21642213\n",
      "  0.1644289  0.18944746 0.21273019 0.13714702]\n",
      " [0.33453915 0.33654852 0.44543016 0.48372661 0.37756044 0.44312864\n",
      "  0.45645339 0.3772075  0.35607069 0.32676949 0.51747716 0.49535158\n",
      "  0.42032123 0.5164851  0.34558341 0.26034986 1.         0.47928149\n",
      "  0.32262126 0.58718916 0.15366467 0.0300436  0.40311245 0.07208896\n",
      "  0.48033584 0.13387198 0.48682672 0.43720304]\n",
      " [0.27237517 0.22739962 0.27313064 0.32912929 0.26749114 0.32194174\n",
      "  0.32210266 0.2537493  0.28848422 0.33027312 0.34490788 0.32729178\n",
      "  0.35315198 0.36736856 0.23305132 0.16423205 0.47928149 1.\n",
      "  0.13782176 0.16438425 0.35348449 0.45584538 0.18119226 0.40708339\n",
      "  0.12943013 0.38184501 0.12416587 0.12588501]\n",
      " [0.25378166 0.16261322 0.2871458  0.34512425 0.17933787 0.2949301\n",
      "  0.24456644 0.25176423 0.26916276 0.17515312 0.37178744 0.30887434\n",
      "  0.28764435 0.37732097 0.17289733 0.10160834 0.32262126 0.13782176\n",
      "  1.         0.25851605 0.24481001 0.30579282 0.22345492 0.25854597\n",
      "  0.1650386  0.24884056 0.22906606 0.14962112]\n",
      " [0.52863409 0.43583965 0.56141864 0.54086026 0.43259265 0.51704111\n",
      "  0.48523826 0.48374624 0.51724806 0.46781499 0.54805037 0.49554385\n",
      "  0.51519347 0.5589136  0.42263376 0.25295355 0.58718916 0.16438425\n",
      "  0.25851605 1.         0.42464574 0.55993874 0.37673341 0.50745733\n",
      "  0.16174449 0.47741458 0.30262809 0.16353776]\n",
      " [0.38213263 0.36929941 0.43582744 0.50743925 0.4020119  0.47373769\n",
      "  0.47557018 0.37306807 0.36580438 0.3804744  0.52036303 0.52382601\n",
      "  0.47384932 0.54574548 0.37382337 0.17958056 0.15366467 0.35348449\n",
      "  0.24481001 0.42464574 1.         0.1374957  0.3903981  0.09141969\n",
      "  0.28197923 0.11046612 0.44575095 0.23082063]\n",
      " [0.34843425 0.32494851 0.44437173 0.47517735 0.37284683 0.42555469\n",
      "  0.4450586  0.3766405  0.3558571  0.32649607 0.49984625 0.48203326\n",
      "  0.4171984  0.50658437 0.33118765 0.25136736 0.0300436  0.45584538\n",
      "  0.30579282 0.55993874 0.1374957  1.         0.39996453 0.07707332\n",
      "  0.45850864 0.14739593 0.47141322 0.40935825]\n",
      " [0.11540873 0.15372309 0.18588278 0.15111337 0.1743405  0.16894735\n",
      "  0.2395722  0.09603185 0.13146458 0.25026786 0.18983669 0.20786803\n",
      "  0.18211706 0.18194535 0.14533522 0.17791243 0.40311245 0.18119226\n",
      "  0.22345492 0.37673341 0.3903981  0.39996453 1.         0.35976721\n",
      "  0.32444311 0.34917263 0.09999288 0.28627863]\n",
      " [0.32975952 0.31001564 0.41970333 0.42614732 0.32884533 0.38425251\n",
      "  0.38597307 0.34492018 0.3591481  0.28175203 0.45869874 0.42679823\n",
      "  0.38135796 0.46694253 0.30712225 0.21642213 0.07208896 0.40708339\n",
      "  0.25854597 0.50745733 0.09141969 0.07707332 0.35976721 1.\n",
      "  0.41615337 0.07972705 0.42258841 0.3684012 ]\n",
      " [0.4174061  0.38253649 0.41274969 0.54489445 0.40942452 0.51965322\n",
      "  0.48127867 0.39773228 0.38234966 0.43851835 0.55040208 0.52736598\n",
      "  0.51061567 0.57579519 0.39561866 0.1644289  0.48033584 0.12943013\n",
      "  0.1650386  0.16174449 0.28197923 0.45850864 0.32444311 0.41615337\n",
      "  1.         0.36818685 0.32383074 0.06817423]\n",
      " [0.35325561 0.34573023 0.42053057 0.46348434 0.37656521 0.43500986\n",
      "  0.43537714 0.34217865 0.38379735 0.34643347 0.48893256 0.47758084\n",
      "  0.42950258 0.49385967 0.34822082 0.18944746 0.13387198 0.38184501\n",
      "  0.24884056 0.47741458 0.11046612 0.14739593 0.34917263 0.07972705\n",
      "  0.36818685 1.         0.40002597 0.3229385 ]\n",
      " [0.21923827 0.19001582 0.26734779 0.16813297 0.19799276 0.16761491\n",
      "  0.23840428 0.18548125 0.24913647 0.28201793 0.18711702 0.1946632\n",
      "  0.20515139 0.19040732 0.16650817 0.21273019 0.48682672 0.12416587\n",
      "  0.22906606 0.30262809 0.44575095 0.47141322 0.09999288 0.42258841\n",
      "  0.32383074 0.40002597 1.         0.29573435]\n",
      " [0.35676677 0.33738337 0.36274325 0.47118825 0.38053749 0.46794606\n",
      "  0.45243846 0.33550565 0.32699405 0.41650009 0.47728933 0.47424622\n",
      "  0.46635818 0.50554213 0.35728245 0.13714702 0.43720304 0.12588501\n",
      "  0.14962112 0.16353776 0.23082063 0.40935825 0.28627863 0.3684012\n",
      "  0.06817423 0.3229385  0.29573435 1.        ]]\n",
      "Rips complex is of dimension 1 - 406 simplices - 28 vertices.\n",
      "[0] -> 0.00\n",
      "[1] -> 0.00\n",
      "[2] -> 0.00\n",
      "[3] -> 0.00\n",
      "[4] -> 0.00\n",
      "[5] -> 0.00\n",
      "[6] -> 0.00\n",
      "[7] -> 0.00\n",
      "[8] -> 0.00\n",
      "[9] -> 0.00\n",
      "[10] -> 0.00\n",
      "[11] -> 0.00\n",
      "[12] -> 0.00\n",
      "[13] -> 0.00\n",
      "[14] -> 0.00\n",
      "[15] -> 0.00\n",
      "[16] -> 0.00\n",
      "[17] -> 0.00\n",
      "[18] -> 0.00\n",
      "[19] -> 0.00\n",
      "[20] -> 0.00\n",
      "[21] -> 0.00\n",
      "[22] -> 0.00\n",
      "[23] -> 0.00\n",
      "[24] -> 0.00\n",
      "[25] -> 0.00\n",
      "[26] -> 0.00\n",
      "[27] -> 0.00\n",
      "[16, 21] -> 0.03\n",
      "[3, 10] -> 0.04\n",
      "[1, 14] -> 0.06\n",
      "[6, 11] -> 0.06\n",
      "[4, 9] -> 0.06\n",
      "[5, 12] -> 0.06\n",
      "[4, 6] -> 0.06\n",
      "[0, 8] -> 0.06\n",
      "[3, 13] -> 0.06\n",
      "[10, 13] -> 0.07\n",
      "[5, 13] -> 0.07\n",
      "[5, 11] -> 0.07\n",
      "[3, 11] -> 0.07\n",
      "[24, 27] -> 0.07\n",
      "[0, 7] -> 0.07\n",
      "[4, 14] -> 0.07\n",
      "[16, 23] -> 0.07\n",
      "[3, 5] -> 0.07\n",
      "[21, 23] -> 0.08\n",
      "[7, 8] -> 0.08\n",
      "[5, 10] -> 0.08\n",
      "[23, 25] -> 0.08\n",
      "[4, 12] -> 0.08\n",
      "[12, 13] -> 0.08\n",
      "[9, 14] -> 0.08\n",
      "[10, 11] -> 0.08\n",
      "[0, 2] -> 0.09\n",
      "[1, 4] -> 0.09\n",
      "[20, 23] -> 0.09\n",
      "[6, 14] -> 0.09\n",
      "[4, 11] -> 0.09\n",
      "[5, 6] -> 0.09\n",
      "[7, 22] -> 0.10\n",
      "[6, 9] -> 0.10\n",
      "[2, 7] -> 0.10\n",
      "[11, 13] -> 0.10\n",
      "[11, 14] -> 0.10\n",
      "[1, 9] -> 0.10\n",
      "[22, 26] -> 0.10\n",
      "[11, 12] -> 0.10\n",
      "[15, 18] -> 0.10\n",
      "[4, 5] -> 0.10\n",
      "[5, 14] -> 0.11\n",
      "[20, 25] -> 0.11\n",
      "[2, 8] -> 0.11\n",
      "[6, 12] -> 0.11\n",
      "[3, 14] -> 0.11\n",
      "[0, 22] -> 0.12\n",
      "[0, 1] -> 0.12\n",
      "[3, 12] -> 0.12\n",
      "[10, 12] -> 0.12\n",
      "[17, 26] -> 0.12\n",
      "[17, 27] -> 0.13\n",
      "[9, 12] -> 0.13\n",
      "[17, 24] -> 0.13\n",
      "[12, 14] -> 0.13\n",
      "[8, 22] -> 0.13\n",
      "[1, 6] -> 0.13\n",
      "[16, 25] -> 0.13\n",
      "[1, 7] -> 0.13\n",
      "[15, 27] -> 0.14\n",
      "[20, 21] -> 0.14\n",
      "[17, 18] -> 0.14\n",
      "[7, 14] -> 0.14\n",
      "[3, 6] -> 0.14\n",
      "[1, 11] -> 0.14\n",
      "[14, 22] -> 0.15\n",
      "[1, 3] -> 0.15\n",
      "[21, 25] -> 0.15\n",
      "[3, 4] -> 0.15\n",
      "[18, 27] -> 0.15\n",
      "[3, 7] -> 0.15\n",
      "[3, 22] -> 0.15\n",
      "[6, 10] -> 0.15\n",
      "[1, 12] -> 0.15\n",
      "[16, 20] -> 0.15\n",
      "[1, 22] -> 0.15\n",
      "[10, 14] -> 0.15\n",
      "[9, 11] -> 0.15\n",
      "[1, 5] -> 0.16\n",
      "[1, 8] -> 0.16\n",
      "[6, 13] -> 0.16\n",
      "[19, 24] -> 0.16\n",
      "[1, 18] -> 0.16\n",
      "[4, 13] -> 0.16\n",
      "[19, 27] -> 0.16\n",
      "[15, 17] -> 0.16\n",
      "[17, 19] -> 0.16\n",
      "[15, 24] -> 0.16\n",
      "[18, 24] -> 0.17\n",
      "[5, 9] -> 0.17\n",
      "[14, 26] -> 0.17\n",
      "[5, 26] -> 0.17\n",
      "[3, 26] -> 0.17\n",
      "[0, 14] -> 0.17\n",
      "[5, 22] -> 0.17\n",
      "[14, 18] -> 0.17\n",
      "[1, 2] -> 0.17\n",
      "[4, 22] -> 0.17\n",
      "[9, 18] -> 0.18\n",
      "[15, 22] -> 0.18\n",
      "[4, 18] -> 0.18\n",
      "[15, 20] -> 0.18\n",
      "[1, 10] -> 0.18\n",
      "[17, 22] -> 0.18\n",
      "[4, 10] -> 0.18\n",
      "[13, 22] -> 0.18\n",
      "[12, 22] -> 0.18\n",
      "[13, 14] -> 0.18\n",
      "[7, 26] -> 0.19\n",
      "[2, 22] -> 0.19\n",
      "[0, 3] -> 0.19\n",
      "[10, 26] -> 0.19\n",
      "[15, 25] -> 0.19\n",
      "[10, 22] -> 0.19\n",
      "[1, 26] -> 0.19\n",
      "[13, 26] -> 0.19\n",
      "[5, 7] -> 0.19\n",
      "[0, 4] -> 0.19\n",
      "[4, 7] -> 0.19\n",
      "[11, 26] -> 0.19\n",
      "[7, 10] -> 0.20\n",
      "[4, 26] -> 0.20\n",
      "[12, 26] -> 0.21\n",
      "[11, 22] -> 0.21\n",
      "[7, 13] -> 0.21\n",
      "[1, 13] -> 0.21\n",
      "[8, 14] -> 0.21\n",
      "[15, 26] -> 0.21\n",
      "[15, 23] -> 0.22\n",
      "[3, 9] -> 0.22\n",
      "[7, 12] -> 0.22\n",
      "[0, 26] -> 0.22\n",
      "[18, 22] -> 0.22\n",
      "[0, 12] -> 0.22\n",
      "[0, 5] -> 0.23\n",
      "[1, 17] -> 0.23\n",
      "[18, 26] -> 0.23\n",
      "[20, 27] -> 0.23\n",
      "[4, 8] -> 0.23\n",
      "[14, 17] -> 0.23\n",
      "[1, 15] -> 0.23\n",
      "[0, 9] -> 0.23\n",
      "[0, 15] -> 0.24\n",
      "[0, 10] -> 0.24\n",
      "[6, 26] -> 0.24\n",
      "[7, 9] -> 0.24\n",
      "[6, 22] -> 0.24\n",
      "[7, 11] -> 0.24\n",
      "[2, 3] -> 0.24\n",
      "[2, 14] -> 0.24\n",
      "[8, 15] -> 0.24\n",
      "[14, 15] -> 0.24\n",
      "[6, 18] -> 0.24\n",
      "[18, 20] -> 0.24\n",
      "[4, 15] -> 0.25\n",
      "[0, 13] -> 0.25\n",
      "[9, 13] -> 0.25\n",
      "[7, 15] -> 0.25\n",
      "[18, 25] -> 0.25\n",
      "[8, 26] -> 0.25\n",
      "[9, 22] -> 0.25\n",
      "[15, 21] -> 0.25\n",
      "[7, 18] -> 0.25\n",
      "[9, 10] -> 0.25\n",
      "[15, 19] -> 0.25\n",
      "[7, 17] -> 0.25\n",
      "[0, 18] -> 0.25\n",
      "[3, 8] -> 0.26\n",
      "[18, 19] -> 0.26\n",
      "[18, 23] -> 0.26\n",
      "[15, 16] -> 0.26\n",
      "[9, 15] -> 0.26\n",
      "[2, 10] -> 0.26\n",
      "[6, 7] -> 0.27\n",
      "[2, 26] -> 0.27\n",
      "[4, 17] -> 0.27\n",
      "[8, 18] -> 0.27\n",
      "[0, 17] -> 0.27\n",
      "[2, 17] -> 0.27\n",
      "[8, 12] -> 0.27\n",
      "[0, 11] -> 0.27\n",
      "[5, 8] -> 0.28\n",
      "[9, 23] -> 0.28\n",
      "[20, 24] -> 0.28\n",
      "[9, 26] -> 0.28\n",
      "[0, 6] -> 0.28\n",
      "[22, 27] -> 0.29\n",
      "[2, 18] -> 0.29\n",
      "[12, 18] -> 0.29\n",
      "[8, 17] -> 0.29\n",
      "[2, 4] -> 0.29\n",
      "[5, 18] -> 0.29\n",
      "[26, 27] -> 0.30\n",
      "[8, 9] -> 0.30\n",
      "[8, 13] -> 0.30\n",
      "[8, 10] -> 0.30\n",
      "[2, 5] -> 0.30\n",
      "[19, 26] -> 0.30\n",
      "[18, 21] -> 0.31\n",
      "[14, 23] -> 0.31\n",
      "[2, 13] -> 0.31\n",
      "[11, 18] -> 0.31\n",
      "[1, 23] -> 0.31\n",
      "[12, 15] -> 0.32\n",
      "[5, 17] -> 0.32\n",
      "[6, 17] -> 0.32\n",
      "[16, 18] -> 0.32\n",
      "[25, 27] -> 0.32\n",
      "[24, 26] -> 0.32\n",
      "[22, 24] -> 0.32\n",
      "[1, 21] -> 0.32\n",
      "[2, 12] -> 0.33\n",
      "[9, 21] -> 0.33\n",
      "[9, 16] -> 0.33\n",
      "[8, 27] -> 0.33\n",
      "[11, 17] -> 0.33\n",
      "[4, 23] -> 0.33\n",
      "[3, 17] -> 0.33\n",
      "[0, 23] -> 0.33\n",
      "[9, 17] -> 0.33\n",
      "[2, 9] -> 0.33\n",
      "[14, 21] -> 0.33\n",
      "[0, 16] -> 0.33\n",
      "[5, 15] -> 0.33\n",
      "[8, 11] -> 0.33\n",
      "[7, 27] -> 0.34\n",
      "[1, 16] -> 0.34\n",
      "[2, 15] -> 0.34\n",
      "[1, 27] -> 0.34\n",
      "[7, 25] -> 0.34\n",
      "[6, 8] -> 0.34\n",
      "[10, 17] -> 0.34\n",
      "[7, 23] -> 0.34\n",
      "[3, 18] -> 0.35\n",
      "[6, 15] -> 0.35\n",
      "[14, 16] -> 0.35\n",
      "[1, 25] -> 0.35\n",
      "[9, 25] -> 0.35\n",
      "[14, 25] -> 0.35\n",
      "[0, 21] -> 0.35\n",
      "[22, 25] -> 0.35\n",
      "[2, 6] -> 0.35\n",
      "[12, 17] -> 0.35\n",
      "[0, 25] -> 0.35\n",
      "[17, 20] -> 0.35\n",
      "[2, 11] -> 0.36\n",
      "[8, 21] -> 0.36\n",
      "[8, 16] -> 0.36\n",
      "[0, 27] -> 0.36\n",
      "[14, 27] -> 0.36\n",
      "[8, 23] -> 0.36\n",
      "[22, 23] -> 0.36\n",
      "[3, 15] -> 0.36\n",
      "[2, 27] -> 0.36\n",
      "[11, 15] -> 0.36\n",
      "[8, 20] -> 0.37\n",
      "[13, 17] -> 0.37\n",
      "[24, 25] -> 0.37\n",
      "[23, 27] -> 0.37\n",
      "[1, 20] -> 0.37\n",
      "[10, 18] -> 0.37\n",
      "[4, 21] -> 0.37\n",
      "[7, 20] -> 0.37\n",
      "[14, 20] -> 0.37\n",
      "[4, 25] -> 0.38\n",
      "[7, 21] -> 0.38\n",
      "[19, 22] -> 0.38\n",
      "[7, 16] -> 0.38\n",
      "[13, 18] -> 0.38\n",
      "[4, 16] -> 0.38\n",
      "[9, 20] -> 0.38\n",
      "[4, 27] -> 0.38\n",
      "[12, 23] -> 0.38\n",
      "[17, 25] -> 0.38\n",
      "[0, 20] -> 0.38\n",
      "[8, 24] -> 0.38\n",
      "[1, 24] -> 0.38\n",
      "[8, 25] -> 0.38\n",
      "[5, 23] -> 0.38\n",
      "[6, 23] -> 0.39\n",
      "[13, 15] -> 0.39\n",
      "[20, 22] -> 0.39\n",
      "[14, 24] -> 0.40\n",
      "[7, 24] -> 0.40\n",
      "[21, 22] -> 0.40\n",
      "[25, 26] -> 0.40\n",
      "[10, 15] -> 0.40\n",
      "[4, 20] -> 0.40\n",
      "[16, 22] -> 0.40\n",
      "[17, 23] -> 0.41\n",
      "[21, 27] -> 0.41\n",
      "[4, 24] -> 0.41\n",
      "[2, 24] -> 0.41\n",
      "[23, 24] -> 0.42\n",
      "[9, 27] -> 0.42\n",
      "[12, 21] -> 0.42\n",
      "[0, 24] -> 0.42\n",
      "[2, 23] -> 0.42\n",
      "[12, 16] -> 0.42\n",
      "[2, 25] -> 0.42\n",
      "[23, 26] -> 0.42\n",
      "[14, 19] -> 0.42\n",
      "[19, 20] -> 0.42\n",
      "[5, 21] -> 0.43\n",
      "[3, 23] -> 0.43\n",
      "[11, 23] -> 0.43\n",
      "[12, 25] -> 0.43\n",
      "[4, 19] -> 0.43\n",
      "[5, 25] -> 0.44\n",
      "[6, 25] -> 0.44\n",
      "[2, 20] -> 0.44\n",
      "[1, 19] -> 0.44\n",
      "[16, 27] -> 0.44\n",
      "[9, 24] -> 0.44\n",
      "[5, 16] -> 0.44\n",
      "[2, 21] -> 0.44\n",
      "[6, 21] -> 0.45\n",
      "[2, 16] -> 0.45\n",
      "[20, 26] -> 0.45\n",
      "[6, 27] -> 0.45\n",
      "[17, 21] -> 0.46\n",
      "[6, 16] -> 0.46\n",
      "[21, 24] -> 0.46\n",
      "[10, 23] -> 0.46\n",
      "[3, 25] -> 0.46\n",
      "[12, 27] -> 0.47\n",
      "[13, 23] -> 0.47\n",
      "[9, 19] -> 0.47\n",
      "[5, 27] -> 0.47\n",
      "[3, 27] -> 0.47\n",
      "[21, 26] -> 0.47\n",
      "[5, 20] -> 0.47\n",
      "[12, 20] -> 0.47\n",
      "[11, 27] -> 0.47\n",
      "[3, 21] -> 0.48\n",
      "[6, 20] -> 0.48\n",
      "[10, 27] -> 0.48\n",
      "[19, 25] -> 0.48\n",
      "[11, 25] -> 0.48\n",
      "[16, 17] -> 0.48\n",
      "[16, 24] -> 0.48\n",
      "[6, 24] -> 0.48\n",
      "[11, 21] -> 0.48\n",
      "[3, 16] -> 0.48\n",
      "[7, 19] -> 0.48\n",
      "[6, 19] -> 0.49\n",
      "[16, 26] -> 0.49\n",
      "[10, 25] -> 0.49\n",
      "[13, 25] -> 0.49\n",
      "[11, 16] -> 0.50\n",
      "[11, 19] -> 0.50\n",
      "[10, 21] -> 0.50\n",
      "[13, 27] -> 0.51\n",
      "[13, 21] -> 0.51\n",
      "[3, 20] -> 0.51\n",
      "[19, 23] -> 0.51\n",
      "[12, 24] -> 0.51\n",
      "[12, 19] -> 0.52\n",
      "[13, 16] -> 0.52\n",
      "[5, 19] -> 0.52\n",
      "[8, 19] -> 0.52\n",
      "[10, 16] -> 0.52\n",
      "[5, 24] -> 0.52\n",
      "[10, 20] -> 0.52\n",
      "[11, 20] -> 0.52\n",
      "[11, 24] -> 0.53\n",
      "[0, 19] -> 0.53\n",
      "[3, 19] -> 0.54\n",
      "[3, 24] -> 0.54\n",
      "[13, 20] -> 0.55\n",
      "[10, 19] -> 0.55\n",
      "[10, 24] -> 0.55\n",
      "[13, 19] -> 0.56\n",
      "[19, 21] -> 0.56\n",
      "[2, 19] -> 0.56\n",
      "[13, 24] -> 0.58\n",
      "[16, 19] -> 0.59\n",
      "[[1.         0.13287425 0.13206688 0.09467497 0.28965858 0.10901409\n",
      "  0.20194387 0.31328742 0.21659235 0.17823608 0.29163472 0.16076283\n",
      "  0.20372298 0.23435578 0.12980562 0.43951706 0.35249787 0.39113404\n",
      "  0.41106906 0.49591055 0.13869194 0.30133086 0.22059857 0.26618519\n",
      "  0.33404219 0.41414862 0.45422214 0.15483338]\n",
      " [0.13287425 1.         0.07864759 0.24282734 0.31404326 0.29336606\n",
      "  0.22302298 0.36452452 0.25619627 0.31720382 0.3379705  0.2232982\n",
      "  0.25148598 0.32738867 0.09927853 0.38949017 0.30757566 0.39151392\n",
      "  0.38282061 0.47022562 0.2049859  0.29302298 0.22351468 0.30428496\n",
      "  0.35357571 0.42804789 0.38174478 0.12453903]\n",
      " [0.13206688 0.07864759 1.         0.18845609 0.26851344 0.27681226\n",
      "  0.1265496  0.27690185 0.22891971 0.26856919 0.26847135 0.19686147\n",
      "  0.18592521 0.28092962 0.06493644 0.3556523  0.30126851 0.39002457\n",
      "  0.38972976 0.41192606 0.18043278 0.26566507 0.15362141 0.26417242\n",
      "  0.35846015 0.42787294 0.34927785 0.10635739]\n",
      " [0.09467497 0.24282734 0.18845609 1.         0.31721349 0.06976676\n",
      "  0.26055134 0.23457251 0.16564133 0.07992274 0.22306178 0.13220011\n",
      "  0.11791965 0.14253646 0.15190895 0.45585328 0.42482127 0.4843232\n",
      "  0.51024718 0.47354514 0.18273076 0.31693736 0.20458142 0.27667945\n",
      "  0.3545801  0.50749245 0.48540611 0.19377673]\n",
      " [0.28965858 0.31404326 0.26851344 0.31721349 1.         0.37557274\n",
      "  0.278483   0.17650038 0.26050635 0.29013348 0.16310176 0.18281726\n",
      "  0.19535242 0.2578437  0.23762849 0.39507338 0.36961064 0.28204624\n",
      "  0.2588453  0.38999391 0.23029361 0.11383378 0.31924696 0.34815678\n",
      "  0.33084337 0.30670452 0.50177318 0.26872654]\n",
      " [0.10901409 0.29336606 0.27681226 0.06976676 0.37557274 1.\n",
      "  0.30891127 0.32701721 0.20188186 0.12542488 0.3148347  0.22338944\n",
      "  0.22749037 0.18335531 0.25178151 0.48865621 0.45804349 0.47088437\n",
      "  0.50924844 0.52302516 0.2648524  0.42215577 0.27336939 0.3228105\n",
      "  0.40385038 0.5129693  0.51678054 0.26268308]\n",
      " [0.20194387 0.22302298 0.1265496  0.26055134 0.278483   0.30891127\n",
      "  1.         0.29277384 0.29329807 0.29983836 0.30202618 0.25345574\n",
      "  0.2616686  0.29933435 0.20900234 0.28597035 0.33322954 0.38882827\n",
      "  0.38064815 0.31756053 0.25874314 0.29593715 0.13448503 0.23291873\n",
      "  0.35848954 0.43768576 0.27449964 0.17859157]\n",
      " [0.31328742 0.36452452 0.27690185 0.23457251 0.17650038 0.32701721\n",
      "  0.29277384 1.         0.17746791 0.17873149 0.07348797 0.19221313\n",
      "  0.10318014 0.125303   0.2447963  0.43177121 0.44435985 0.42348567\n",
      "  0.39241387 0.30572207 0.29736575 0.18603581 0.23400313 0.32526108\n",
      "  0.35598254 0.45547271 0.49489888 0.28056755]\n",
      " [0.21659235 0.25619627 0.22891971 0.16564133 0.26050635 0.20188186\n",
      "  0.29329807 0.17746791 1.         0.21641957 0.20560518 0.17892624\n",
      "  0.17845973 0.17116058 0.1890493  0.4359874  0.4324762  0.43776923\n",
      "  0.44923674 0.4065358  0.28923964 0.28319567 0.23378155 0.31072281\n",
      "  0.38927035 0.47672475 0.47950751 0.26033313]\n",
      " [0.17823608 0.31720382 0.26856919 0.07992274 0.29013348 0.12542488\n",
      "  0.29983836 0.17873149 0.21641957 1.         0.13188538 0.13318546\n",
      "  0.12582024 0.05559526 0.22915689 0.47269234 0.45394352 0.49614289\n",
      "  0.49466371 0.45959437 0.19774863 0.26613493 0.24080502 0.31958093\n",
      "  0.32874104 0.51752569 0.53239834 0.26400511]\n",
      " [0.29163472 0.3379705  0.26847135 0.22306178 0.16310176 0.3148347\n",
      "  0.30202618 0.07348797 0.20560518 0.13188538 1.         0.15704454\n",
      "  0.08652952 0.10580281 0.21793925 0.42543735 0.40505449 0.40388622\n",
      "  0.37405054 0.34153404 0.25518661 0.1519535  0.24536612 0.34029632\n",
      "  0.33720898 0.43116534 0.49593308 0.26796397]\n",
      " [0.16076283 0.2232982  0.19686147 0.13220011 0.18281726 0.22338944\n",
      "  0.25345574 0.19221313 0.17892624 0.13318546 0.15704454 1.\n",
      "  0.12864468 0.16646641 0.16776455 0.42970734 0.40712721 0.46009869\n",
      "  0.44958583 0.43027349 0.10239852 0.17632182 0.25168975 0.26048738\n",
      "  0.31333374 0.4751977  0.49238694 0.18941033]\n",
      " [0.20372298 0.25148598 0.18592521 0.11791965 0.19535242 0.22749037\n",
      "  0.2616686  0.10318014 0.17845973 0.12582024 0.08652952 0.12864468\n",
      "  1.         0.12367716 0.13728894 0.40446142 0.3850264  0.41081203\n",
      "  0.40378089 0.34266569 0.23759946 0.1964728  0.19000859 0.27753018\n",
      "  0.32412107 0.43384202 0.44688368 0.16730272]\n",
      " [0.23435578 0.32738867 0.28092962 0.14253646 0.2578437  0.18335531\n",
      "  0.29933435 0.125303   0.17116058 0.05559526 0.10580281 0.16646641\n",
      "  0.12367716 1.         0.22333729 0.46156288 0.44882522 0.47876609\n",
      "  0.4641808  0.39830069 0.26002662 0.22804555 0.22790727 0.32757461\n",
      "  0.31795905 0.49980316 0.51723915 0.28107261]\n",
      " [0.12980562 0.09927853 0.06493644 0.15190895 0.23762849 0.25178151\n",
      "  0.20900234 0.2447963  0.1890493  0.22915689 0.21793925 0.16776455\n",
      "  0.13728894 0.22333729 1.         0.35523058 0.27689623 0.34644234\n",
      "  0.35793429 0.39370787 0.17241044 0.20846779 0.14723334 0.26418703\n",
      "  0.29569346 0.36765998 0.35205946 0.12873163]\n",
      " [0.43951706 0.38949017 0.3556523  0.45585328 0.39507338 0.48865621\n",
      "  0.28597035 0.43177121 0.4359874  0.47269234 0.42543735 0.42970734\n",
      "  0.40446142 0.46156288 0.35523058 1.         0.25945472 0.2989041\n",
      "  0.28168843 0.22396574 0.44226032 0.3864962  0.22707561 0.22431395\n",
      "  0.35692113 0.33971901 0.13636583 0.35999794]\n",
      " [0.35249787 0.30757566 0.30126851 0.42482127 0.36961064 0.45804349\n",
      "  0.33322954 0.44435985 0.4324762  0.45394352 0.40505449 0.40712721\n",
      "  0.3850264  0.44882522 0.27689623 0.25945472 1.         0.13877883\n",
      "  0.17713663 0.31281083 0.35349387 0.32573765 0.27668422 0.35828525\n",
      "  0.28285811 0.14322247 0.27341193 0.30595358]\n",
      " [0.39113404 0.39151392 0.39002457 0.4843232  0.28204624 0.47088437\n",
      "  0.38882827 0.42348567 0.43776923 0.49614289 0.40388622 0.46009869\n",
      "  0.41081203 0.47876609 0.34644234 0.2989041  0.13877883 1.\n",
      "  0.06302018 0.35957808 0.40386172 0.30559956 0.38755899 0.41942172\n",
      "  0.31353403 0.04779659 0.37273338 0.39341987]\n",
      " [0.41106906 0.38282061 0.38972976 0.51024718 0.2588453  0.50924844\n",
      "  0.38064815 0.39241387 0.44923674 0.49466371 0.37405054 0.44958583\n",
      "  0.40378089 0.4641808  0.35793429 0.28168843 0.17713663 0.06302018\n",
      "  1.         0.38175428 0.40059753 0.27854397 0.39355295 0.44751826\n",
      "  0.31542368 0.09495719 0.40940967 0.39932995]\n",
      " [0.49591055 0.47022562 0.41192606 0.47354514 0.38999391 0.52302516\n",
      "  0.31756053 0.30572207 0.4065358  0.45959437 0.34153404 0.43027349\n",
      "  0.34266569 0.39830069 0.39370787 0.22396574 0.31281083 0.35957808\n",
      "  0.38175428 1.         0.51881969 0.38539418 0.21878771 0.24748122\n",
      "  0.42885904 0.42344493 0.19620571 0.36819835]\n",
      " [0.13869194 0.2049859  0.18043278 0.18273076 0.23029361 0.2648524\n",
      "  0.25874314 0.29736575 0.28923964 0.19774863 0.25518661 0.10239852\n",
      "  0.23759946 0.26002662 0.17241044 0.44226032 0.35349387 0.40386172\n",
      "  0.40059753 0.51881969 1.         0.17415491 0.28441541 0.27551177\n",
      "  0.2668578  0.40089231 0.49731233 0.17949168]\n",
      " [0.30133086 0.29302298 0.26566507 0.31693736 0.11383378 0.42215577\n",
      "  0.29593715 0.18603581 0.28319567 0.26613493 0.1519535  0.17632182\n",
      "  0.1964728  0.22804555 0.20846779 0.3864962  0.32573765 0.30559956\n",
      "  0.27854397 0.38539418 0.17415491 1.         0.27995404 0.34013799\n",
      "  0.19913843 0.29396083 0.47270317 0.24538823]\n",
      " [0.22059857 0.22351468 0.15362141 0.20458142 0.31924696 0.27336939\n",
      "  0.13448503 0.23400313 0.23378155 0.24080502 0.24536612 0.25168975\n",
      "  0.19000859 0.22790727 0.14723334 0.22707561 0.27668422 0.38755899\n",
      "  0.39355295 0.21878771 0.28441541 0.27995404 1.         0.18832274\n",
      "  0.28131687 0.42474034 0.1926825  0.15084897]\n",
      " [0.26618519 0.30428496 0.26417242 0.27667945 0.34815678 0.3228105\n",
      "  0.23291873 0.32526108 0.31072281 0.31958093 0.34029632 0.26048738\n",
      "  0.27753018 0.32757461 0.26418703 0.22431395 0.35828525 0.41942172\n",
      "  0.44751826 0.24748122 0.27551177 0.34013799 0.18832274 1.\n",
      "  0.34529367 0.43553759 0.25511725 0.19756522]\n",
      " [0.33404219 0.35357571 0.35846015 0.3545801  0.33084337 0.40385038\n",
      "  0.35848954 0.35598254 0.38927035 0.32874104 0.33720898 0.31333374\n",
      "  0.32412107 0.31795905 0.29569346 0.35692113 0.28285811 0.31353403\n",
      "  0.31542368 0.42885904 0.2668578  0.19913843 0.28131687 0.34529367\n",
      "  1.         0.29309109 0.39961386 0.30445836]\n",
      " [0.41414862 0.42804789 0.42787294 0.50749245 0.30670452 0.5129693\n",
      "  0.43768576 0.45547271 0.47672475 0.51752569 0.43116534 0.4751977\n",
      "  0.43384202 0.49980316 0.36765998 0.33971901 0.14322247 0.04779659\n",
      "  0.09495719 0.42344493 0.40089231 0.29396083 0.42474034 0.43553759\n",
      "  0.29309109 1.         0.43318464 0.41666008]\n",
      " [0.45422214 0.38174478 0.34927785 0.48540611 0.50177318 0.51678054\n",
      "  0.27449964 0.49489888 0.47950751 0.53239834 0.49593308 0.49238694\n",
      "  0.44688368 0.51723915 0.35205946 0.13636583 0.27341193 0.37273338\n",
      "  0.40940967 0.19620571 0.49731233 0.47270317 0.1926825  0.25511725\n",
      "  0.39961386 0.43318464 1.         0.33275577]\n",
      " [0.15483338 0.12453903 0.10635739 0.19377673 0.26872654 0.26268308\n",
      "  0.17859157 0.28056755 0.26033313 0.26400511 0.26796397 0.18941033\n",
      "  0.16730272 0.28107261 0.12873163 0.35999794 0.30595358 0.39341987\n",
      "  0.39932995 0.36819835 0.17949168 0.24538823 0.15084897 0.19756522\n",
      "  0.30445836 0.41666008 0.33275577 1.        ]]\n",
      "Rips complex is of dimension 1 - 406 simplices - 28 vertices.\n",
      "[0] -> 0.00\n",
      "[1] -> 0.00\n",
      "[2] -> 0.00\n",
      "[3] -> 0.00\n",
      "[4] -> 0.00\n",
      "[5] -> 0.00\n",
      "[6] -> 0.00\n",
      "[7] -> 0.00\n",
      "[8] -> 0.00\n",
      "[9] -> 0.00\n",
      "[10] -> 0.00\n",
      "[11] -> 0.00\n",
      "[12] -> 0.00\n",
      "[13] -> 0.00\n",
      "[14] -> 0.00\n",
      "[15] -> 0.00\n",
      "[16] -> 0.00\n",
      "[17] -> 0.00\n",
      "[18] -> 0.00\n",
      "[19] -> 0.00\n",
      "[20] -> 0.00\n",
      "[21] -> 0.00\n",
      "[22] -> 0.00\n",
      "[23] -> 0.00\n",
      "[24] -> 0.00\n",
      "[25] -> 0.00\n",
      "[26] -> 0.00\n",
      "[27] -> 0.00\n",
      "[17, 25] -> 0.05\n",
      "[9, 13] -> 0.06\n",
      "[17, 18] -> 0.06\n",
      "[2, 14] -> 0.06\n",
      "[3, 5] -> 0.07\n",
      "[7, 10] -> 0.07\n",
      "[1, 2] -> 0.08\n",
      "[3, 9] -> 0.08\n",
      "[10, 12] -> 0.09\n",
      "[0, 3] -> 0.09\n",
      "[18, 25] -> 0.09\n",
      "[1, 14] -> 0.10\n",
      "[11, 20] -> 0.10\n",
      "[7, 12] -> 0.10\n",
      "[10, 13] -> 0.11\n",
      "[2, 27] -> 0.11\n",
      "[0, 5] -> 0.11\n",
      "[4, 21] -> 0.11\n",
      "[3, 12] -> 0.12\n",
      "[12, 13] -> 0.12\n",
      "[1, 27] -> 0.12\n",
      "[7, 13] -> 0.13\n",
      "[5, 9] -> 0.13\n",
      "[9, 12] -> 0.13\n",
      "[2, 6] -> 0.13\n",
      "[11, 12] -> 0.13\n",
      "[14, 27] -> 0.13\n",
      "[0, 14] -> 0.13\n",
      "[9, 10] -> 0.13\n",
      "[0, 2] -> 0.13\n",
      "[3, 11] -> 0.13\n",
      "[0, 1] -> 0.13\n",
      "[9, 11] -> 0.13\n",
      "[6, 22] -> 0.13\n",
      "[15, 26] -> 0.14\n",
      "[12, 14] -> 0.14\n",
      "[0, 20] -> 0.14\n",
      "[16, 17] -> 0.14\n",
      "[3, 13] -> 0.14\n",
      "[16, 25] -> 0.14\n",
      "[14, 22] -> 0.15\n",
      "[22, 27] -> 0.15\n",
      "[3, 14] -> 0.15\n",
      "[10, 21] -> 0.15\n",
      "[2, 22] -> 0.15\n",
      "[0, 27] -> 0.15\n",
      "[10, 11] -> 0.16\n",
      "[0, 11] -> 0.16\n",
      "[4, 10] -> 0.16\n",
      "[3, 8] -> 0.17\n",
      "[11, 13] -> 0.17\n",
      "[12, 27] -> 0.17\n",
      "[11, 14] -> 0.17\n",
      "[8, 13] -> 0.17\n",
      "[14, 20] -> 0.17\n",
      "[20, 21] -> 0.17\n",
      "[11, 21] -> 0.18\n",
      "[4, 7] -> 0.18\n",
      "[16, 18] -> 0.18\n",
      "[7, 8] -> 0.18\n",
      "[0, 9] -> 0.18\n",
      "[8, 12] -> 0.18\n",
      "[6, 27] -> 0.18\n",
      "[7, 9] -> 0.18\n",
      "[8, 11] -> 0.18\n",
      "[20, 27] -> 0.18\n",
      "[2, 20] -> 0.18\n",
      "[3, 20] -> 0.18\n",
      "[4, 11] -> 0.18\n",
      "[5, 13] -> 0.18\n",
      "[2, 12] -> 0.19\n",
      "[7, 21] -> 0.19\n",
      "[22, 23] -> 0.19\n",
      "[2, 3] -> 0.19\n",
      "[8, 14] -> 0.19\n",
      "[11, 27] -> 0.19\n",
      "[12, 22] -> 0.19\n",
      "[7, 11] -> 0.19\n",
      "[22, 26] -> 0.19\n",
      "[3, 27] -> 0.19\n",
      "[4, 12] -> 0.20\n",
      "[19, 26] -> 0.20\n",
      "[12, 21] -> 0.20\n",
      "[2, 11] -> 0.20\n",
      "[23, 27] -> 0.20\n",
      "[9, 20] -> 0.20\n",
      "[21, 24] -> 0.20\n",
      "[5, 8] -> 0.20\n",
      "[0, 6] -> 0.20\n",
      "[0, 12] -> 0.20\n",
      "[3, 22] -> 0.20\n",
      "[1, 20] -> 0.20\n",
      "[8, 10] -> 0.21\n",
      "[14, 21] -> 0.21\n",
      "[6, 14] -> 0.21\n",
      "[8, 9] -> 0.22\n",
      "[0, 8] -> 0.22\n",
      "[10, 14] -> 0.22\n",
      "[19, 22] -> 0.22\n",
      "[0, 22] -> 0.22\n",
      "[1, 6] -> 0.22\n",
      "[3, 10] -> 0.22\n",
      "[1, 11] -> 0.22\n",
      "[13, 14] -> 0.22\n",
      "[5, 11] -> 0.22\n",
      "[1, 22] -> 0.22\n",
      "[15, 19] -> 0.22\n",
      "[15, 23] -> 0.22\n",
      "[15, 22] -> 0.23\n",
      "[5, 12] -> 0.23\n",
      "[13, 22] -> 0.23\n",
      "[13, 21] -> 0.23\n",
      "[2, 8] -> 0.23\n",
      "[9, 14] -> 0.23\n",
      "[4, 20] -> 0.23\n",
      "[6, 23] -> 0.23\n",
      "[8, 22] -> 0.23\n",
      "[7, 22] -> 0.23\n",
      "[0, 13] -> 0.23\n",
      "[3, 7] -> 0.23\n",
      "[12, 20] -> 0.24\n",
      "[4, 14] -> 0.24\n",
      "[9, 22] -> 0.24\n",
      "[1, 3] -> 0.24\n",
      "[7, 14] -> 0.24\n",
      "[10, 22] -> 0.25\n",
      "[21, 27] -> 0.25\n",
      "[19, 23] -> 0.25\n",
      "[1, 12] -> 0.25\n",
      "[11, 22] -> 0.25\n",
      "[5, 14] -> 0.25\n",
      "[6, 11] -> 0.25\n",
      "[23, 26] -> 0.26\n",
      "[10, 20] -> 0.26\n",
      "[1, 8] -> 0.26\n",
      "[4, 13] -> 0.26\n",
      "[6, 20] -> 0.26\n",
      "[4, 18] -> 0.26\n",
      "[15, 16] -> 0.26\n",
      "[13, 20] -> 0.26\n",
      "[8, 27] -> 0.26\n",
      "[11, 23] -> 0.26\n",
      "[4, 8] -> 0.26\n",
      "[3, 6] -> 0.26\n",
      "[6, 12] -> 0.26\n",
      "[5, 27] -> 0.26\n",
      "[9, 27] -> 0.26\n",
      "[2, 23] -> 0.26\n",
      "[14, 23] -> 0.26\n",
      "[5, 20] -> 0.26\n",
      "[2, 21] -> 0.27\n",
      "[9, 21] -> 0.27\n",
      "[0, 23] -> 0.27\n",
      "[20, 24] -> 0.27\n",
      "[10, 27] -> 0.27\n",
      "[2, 10] -> 0.27\n",
      "[2, 4] -> 0.27\n",
      "[2, 9] -> 0.27\n",
      "[4, 27] -> 0.27\n",
      "[5, 22] -> 0.27\n",
      "[16, 26] -> 0.27\n",
      "[6, 26] -> 0.27\n",
      "[20, 23] -> 0.28\n",
      "[3, 23] -> 0.28\n",
      "[16, 22] -> 0.28\n",
      "[2, 5] -> 0.28\n",
      "[14, 16] -> 0.28\n",
      "[2, 7] -> 0.28\n",
      "[12, 23] -> 0.28\n",
      "[4, 6] -> 0.28\n",
      "[18, 21] -> 0.28\n",
      "[21, 22] -> 0.28\n",
      "[7, 27] -> 0.28\n",
      "[2, 13] -> 0.28\n",
      "[13, 27] -> 0.28\n",
      "[22, 24] -> 0.28\n",
      "[15, 18] -> 0.28\n",
      "[4, 17] -> 0.28\n",
      "[16, 24] -> 0.28\n",
      "[8, 21] -> 0.28\n",
      "[20, 22] -> 0.28\n",
      "[6, 15] -> 0.29\n",
      "[8, 20] -> 0.29\n",
      "[0, 4] -> 0.29\n",
      "[4, 9] -> 0.29\n",
      "[0, 10] -> 0.29\n",
      "[6, 7] -> 0.29\n",
      "[1, 21] -> 0.29\n",
      "[24, 25] -> 0.29\n",
      "[6, 8] -> 0.29\n",
      "[1, 5] -> 0.29\n",
      "[21, 25] -> 0.29\n",
      "[14, 24] -> 0.30\n",
      "[6, 21] -> 0.30\n",
      "[7, 20] -> 0.30\n",
      "[15, 17] -> 0.30\n",
      "[6, 13] -> 0.30\n",
      "[6, 9] -> 0.30\n",
      "[2, 16] -> 0.30\n",
      "[0, 21] -> 0.30\n",
      "[6, 10] -> 0.30\n",
      "[1, 23] -> 0.30\n",
      "[24, 27] -> 0.30\n",
      "[17, 21] -> 0.31\n",
      "[7, 19] -> 0.31\n",
      "[16, 27] -> 0.31\n",
      "[4, 25] -> 0.31\n",
      "[1, 16] -> 0.31\n",
      "[5, 6] -> 0.31\n",
      "[8, 23] -> 0.31\n",
      "[16, 19] -> 0.31\n",
      "[0, 7] -> 0.31\n",
      "[11, 24] -> 0.31\n",
      "[17, 24] -> 0.31\n",
      "[1, 4] -> 0.31\n",
      "[5, 10] -> 0.31\n",
      "[18, 24] -> 0.32\n",
      "[3, 21] -> 0.32\n",
      "[1, 9] -> 0.32\n",
      "[3, 4] -> 0.32\n",
      "[6, 19] -> 0.32\n",
      "[13, 24] -> 0.32\n",
      "[4, 22] -> 0.32\n",
      "[9, 23] -> 0.32\n",
      "[5, 23] -> 0.32\n",
      "[12, 24] -> 0.32\n",
      "[7, 23] -> 0.33\n",
      "[16, 21] -> 0.33\n",
      "[5, 7] -> 0.33\n",
      "[1, 13] -> 0.33\n",
      "[13, 23] -> 0.33\n",
      "[9, 24] -> 0.33\n",
      "[4, 24] -> 0.33\n",
      "[26, 27] -> 0.33\n",
      "[6, 16] -> 0.33\n",
      "[0, 24] -> 0.33\n",
      "[10, 24] -> 0.34\n",
      "[1, 10] -> 0.34\n",
      "[15, 25] -> 0.34\n",
      "[21, 23] -> 0.34\n",
      "[10, 23] -> 0.34\n",
      "[10, 19] -> 0.34\n",
      "[12, 19] -> 0.34\n",
      "[23, 24] -> 0.35\n",
      "[14, 17] -> 0.35\n",
      "[4, 23] -> 0.35\n",
      "[2, 26] -> 0.35\n",
      "[14, 26] -> 0.35\n",
      "[0, 16] -> 0.35\n",
      "[16, 20] -> 0.35\n",
      "[1, 24] -> 0.35\n",
      "[3, 24] -> 0.35\n",
      "[14, 15] -> 0.36\n",
      "[2, 15] -> 0.36\n",
      "[7, 24] -> 0.36\n",
      "[15, 24] -> 0.36\n",
      "[14, 18] -> 0.36\n",
      "[16, 23] -> 0.36\n",
      "[2, 24] -> 0.36\n",
      "[6, 24] -> 0.36\n",
      "[17, 19] -> 0.36\n",
      "[15, 27] -> 0.36\n",
      "[1, 7] -> 0.36\n",
      "[14, 25] -> 0.37\n",
      "[19, 27] -> 0.37\n",
      "[4, 16] -> 0.37\n",
      "[17, 26] -> 0.37\n",
      "[10, 18] -> 0.37\n",
      "[4, 5] -> 0.38\n",
      "[6, 18] -> 0.38\n",
      "[1, 26] -> 0.38\n",
      "[18, 19] -> 0.38\n",
      "[1, 18] -> 0.38\n",
      "[12, 16] -> 0.39\n",
      "[19, 21] -> 0.39\n",
      "[15, 21] -> 0.39\n",
      "[17, 22] -> 0.39\n",
      "[6, 17] -> 0.39\n",
      "[8, 24] -> 0.39\n",
      "[1, 15] -> 0.39\n",
      "[2, 18] -> 0.39\n",
      "[4, 19] -> 0.39\n",
      "[2, 17] -> 0.39\n",
      "[0, 17] -> 0.39\n",
      "[1, 17] -> 0.39\n",
      "[7, 18] -> 0.39\n",
      "[17, 27] -> 0.39\n",
      "[18, 22] -> 0.39\n",
      "[14, 19] -> 0.39\n",
      "[4, 15] -> 0.40\n",
      "[13, 19] -> 0.40\n",
      "[18, 27] -> 0.40\n",
      "[24, 26] -> 0.40\n",
      "[18, 20] -> 0.40\n",
      "[20, 25] -> 0.40\n",
      "[12, 18] -> 0.40\n",
      "[5, 24] -> 0.40\n",
      "[17, 20] -> 0.40\n",
      "[10, 17] -> 0.40\n",
      "[12, 15] -> 0.40\n",
      "[10, 16] -> 0.41\n",
      "[8, 19] -> 0.41\n",
      "[11, 16] -> 0.41\n",
      "[18, 26] -> 0.41\n",
      "[12, 17] -> 0.41\n",
      "[0, 18] -> 0.41\n",
      "[2, 19] -> 0.41\n",
      "[0, 25] -> 0.41\n",
      "[25, 27] -> 0.42\n",
      "[17, 23] -> 0.42\n",
      "[5, 21] -> 0.42\n",
      "[19, 25] -> 0.42\n",
      "[7, 17] -> 0.42\n",
      "[22, 25] -> 0.42\n",
      "[3, 16] -> 0.42\n",
      "[10, 15] -> 0.43\n",
      "[2, 25] -> 0.43\n",
      "[1, 25] -> 0.43\n",
      "[19, 24] -> 0.43\n",
      "[11, 15] -> 0.43\n",
      "[11, 19] -> 0.43\n",
      "[10, 25] -> 0.43\n",
      "[7, 15] -> 0.43\n",
      "[8, 16] -> 0.43\n",
      "[25, 26] -> 0.43\n",
      "[12, 25] -> 0.43\n",
      "[23, 25] -> 0.44\n",
      "[8, 15] -> 0.44\n",
      "[6, 25] -> 0.44\n",
      "[8, 17] -> 0.44\n",
      "[0, 15] -> 0.44\n",
      "[15, 20] -> 0.44\n",
      "[7, 16] -> 0.44\n",
      "[12, 26] -> 0.45\n",
      "[18, 23] -> 0.45\n",
      "[13, 16] -> 0.45\n",
      "[8, 18] -> 0.45\n",
      "[11, 18] -> 0.45\n",
      "[9, 16] -> 0.45\n",
      "[0, 26] -> 0.45\n",
      "[7, 25] -> 0.46\n",
      "[3, 15] -> 0.46\n",
      "[5, 16] -> 0.46\n",
      "[9, 19] -> 0.46\n",
      "[11, 17] -> 0.46\n",
      "[13, 15] -> 0.46\n",
      "[13, 18] -> 0.46\n",
      "[1, 19] -> 0.47\n",
      "[5, 17] -> 0.47\n",
      "[9, 15] -> 0.47\n",
      "[21, 26] -> 0.47\n",
      "[3, 19] -> 0.47\n",
      "[11, 25] -> 0.48\n",
      "[8, 25] -> 0.48\n",
      "[13, 17] -> 0.48\n",
      "[8, 26] -> 0.48\n",
      "[3, 17] -> 0.48\n",
      "[3, 26] -> 0.49\n",
      "[5, 15] -> 0.49\n",
      "[11, 26] -> 0.49\n",
      "[9, 18] -> 0.49\n",
      "[7, 26] -> 0.49\n",
      "[0, 19] -> 0.50\n",
      "[10, 26] -> 0.50\n",
      "[9, 17] -> 0.50\n",
      "[20, 26] -> 0.50\n",
      "[13, 25] -> 0.50\n",
      "[4, 26] -> 0.50\n",
      "[3, 25] -> 0.51\n",
      "[5, 18] -> 0.51\n",
      "[3, 18] -> 0.51\n",
      "[5, 25] -> 0.51\n",
      "[5, 26] -> 0.52\n",
      "[13, 26] -> 0.52\n",
      "[9, 25] -> 0.52\n",
      "[19, 20] -> 0.52\n",
      "[5, 19] -> 0.52\n",
      "[9, 26] -> 0.53\n",
      "[[1.         0.13436724 0.21368933 0.16639464 0.23095587 0.27678308\n",
      "  0.12695085 0.19202158 0.20581675 0.13833551 0.06839617 0.16136117\n",
      "  0.25983808 0.16147965 0.21289891 0.1728348  0.32984217 0.28199404\n",
      "  0.18355908 0.25827587 0.27871587 0.30570162 0.22252475 0.21627095\n",
      "  0.16466611 0.30117596 0.1142451  0.32872983]\n",
      " [0.13436724 1.         0.23900823 0.23902718 0.36213296 0.35853198\n",
      "  0.08303055 0.20625358 0.26092541 0.18626035 0.10949209 0.11855534\n",
      "  0.3091473  0.24870763 0.20511084 0.17845858 0.43357562 0.39819607\n",
      "  0.18810308 0.41109523 0.41283731 0.44104844 0.2091258  0.32060574\n",
      "  0.2412331  0.42016965 0.13884991 0.44289744]\n",
      " [0.21368933 0.23900823 1.         0.16097093 0.24567734 0.14229902\n",
      "  0.12955454 0.03103193 0.15300344 0.16117904 0.21851171 0.07906925\n",
      "  0.11997118 0.16532691 0.14879276 0.24408136 0.51118515 0.49963364\n",
      "  0.1217392  0.42035588 0.52041053 0.48074491 0.23419327 0.17083078\n",
      "  0.32292614 0.47815401 0.19155373 0.52346256]\n",
      " [0.16639464 0.23902718 0.16097093 1.         0.13357035 0.14524374\n",
      "  0.13988896 0.14965804 0.17853676 0.12113811 0.12899339 0.14367276\n",
      "  0.12215617 0.17588267 0.15307457 0.20062367 0.41478267 0.35655898\n",
      "  0.16867925 0.25352099 0.40158996 0.36078951 0.21752839 0.11707117\n",
      "  0.25694665 0.32167571 0.12485296 0.3907088 ]\n",
      " [0.23095587 0.36213296 0.24567734 0.13357035 1.         0.16377552\n",
      "  0.24086696 0.24094847 0.12800935 0.16948935 0.23170709 0.2705117\n",
      "  0.19009583 0.14643569 0.24414376 0.28303999 0.37564397 0.36927886\n",
      "  0.26976321 0.16878146 0.36972118 0.36140352 0.27131965 0.12793895\n",
      "  0.30304101 0.26734849 0.20202617 0.37754252]\n",
      " [0.27678308 0.35853198 0.14229902 0.14524374 0.16377552 1.\n",
      "  0.19829823 0.15881922 0.16868115 0.19476994 0.28499542 0.18723432\n",
      "  0.05669923 0.13667771 0.12146756 0.30327772 0.48967458 0.50207236\n",
      "  0.14426706 0.28699751 0.50461546 0.4828427  0.24360927 0.09861158\n",
      "  0.36576659 0.42371948 0.24482264 0.52188115]\n",
      " [0.12695085 0.08303055 0.12955454 0.13988896 0.24086696 0.19829823\n",
      "  1.         0.11085882 0.18134253 0.10861079 0.10875891 0.0561609\n",
      "  0.16722479 0.16205901 0.10147682 0.15983558 0.42709347 0.42157822\n",
      "  0.09080563 0.33870952 0.41592403 0.43702975 0.14376622 0.17528342\n",
      "  0.24404481 0.38850103 0.1004119  0.44391067]\n",
      " [0.19202158 0.20625358 0.03103193 0.14965804 0.24094847 0.15881922\n",
      "  0.11085882 1.         0.16411523 0.16284927 0.19559297 0.06915028\n",
      "  0.13230149 0.18333117 0.13764082 0.21955565 0.47885114 0.47404171\n",
      "  0.12171834 0.3935532  0.50358836 0.4613174  0.23889107 0.17761395\n",
      "  0.29323652 0.45501008 0.17528153 0.49983672]\n",
      " [0.20581675 0.26092541 0.15300344 0.17853676 0.12800935 0.16868115\n",
      "  0.18134253 0.16411523 1.         0.15712094 0.22071273 0.14929292\n",
      "  0.14290125 0.07514914 0.18629823 0.25479216 0.42443808 0.40862211\n",
      "  0.17133648 0.26520933 0.41240651 0.40223862 0.25067173 0.14528948\n",
      "  0.26198841 0.37307777 0.18590731 0.44350996]\n",
      " [0.13833551 0.18626035 0.16117904 0.12113811 0.16948935 0.19476994\n",
      "  0.10861079 0.16284927 0.15712094 1.         0.12984861 0.13067436\n",
      "  0.17773962 0.15967702 0.1283154  0.1934943  0.41348861 0.38348244\n",
      "  0.15355792 0.31160106 0.42797695 0.37751364 0.16006438 0.15985442\n",
      "  0.27757991 0.3838618  0.1057047  0.40934317]\n",
      " [0.06839617 0.10949209 0.21851171 0.12899339 0.23170709 0.28499542\n",
      "  0.10875891 0.19559297 0.22071273 0.12984861 1.         0.13983931\n",
      "  0.26602813 0.18548984 0.19872405 0.15152919 0.30450633 0.24319868\n",
      "  0.18376258 0.24958883 0.28276826 0.26815483 0.20447329 0.23194541\n",
      "  0.15116204 0.27564104 0.08608054 0.30522534]\n",
      " [0.16136117 0.11855534 0.07906925 0.14367276 0.2705117  0.18723432\n",
      "  0.0561609  0.06915028 0.14929292 0.13067436 0.13983931 1.\n",
      "  0.13215453 0.15440084 0.09327482 0.17447195 0.45630864 0.42059436\n",
      "  0.08013695 0.38685272 0.45487708 0.42925793 0.18168627 0.17905718\n",
      "  0.23592463 0.45138889 0.12648998 0.45963737]\n",
      " [0.25983808 0.3091473  0.11997118 0.12215617 0.19009583 0.05669923\n",
      "  0.16722479 0.13230149 0.14290125 0.17773962 0.26602813 0.13215453\n",
      "  1.         0.14546306 0.09114556 0.27166751 0.47848347 0.47251943\n",
      "  0.11373809 0.32095876 0.48434146 0.45908323 0.23009663 0.10650645\n",
      "  0.32795184 0.42791289 0.21972604 0.4809928 ]\n",
      " [0.16147965 0.24870763 0.16532691 0.17588267 0.14643569 0.13667771\n",
      "  0.16205901 0.18333117 0.07514914 0.15967702 0.18548984 0.15440084\n",
      "  0.14546306 1.         0.17290824 0.23741428 0.38589845 0.39090424\n",
      "  0.13126844 0.23115751 0.38574468 0.39245872 0.22436035 0.11114426\n",
      "  0.24436406 0.35905292 0.1706156  0.41582909]\n",
      " [0.21289891 0.20511084 0.14879276 0.15307457 0.24414376 0.12146756\n",
      "  0.10147682 0.13764082 0.18629823 0.1283154  0.19872405 0.09327482\n",
      "  0.09114556 0.17290824 1.         0.2205246  0.42780016 0.43175336\n",
      "  0.08250165 0.33229545 0.45282903 0.42115114 0.17397621 0.14322406\n",
      "  0.2954701  0.42765376 0.16843522 0.45226584]\n",
      " [0.1728348  0.17845858 0.24408136 0.20062367 0.28303999 0.30327772\n",
      "  0.15983558 0.21955565 0.25479216 0.1934943  0.15152919 0.17447195\n",
      "  0.27166751 0.23741428 0.2205246  1.         0.2377296  0.32772204\n",
      "  0.17376019 0.26905426 0.30158008 0.34771724 0.15111427 0.22240741\n",
      "  0.15701382 0.27468571 0.13240313 0.31450906]\n",
      " [0.32984217 0.43357562 0.51118515 0.41478267 0.37564397 0.48967458\n",
      "  0.42709347 0.47885114 0.42443808 0.41348861 0.30450633 0.45630864\n",
      "  0.47848347 0.38589845 0.42780016 0.2377296  1.         0.18852368\n",
      "  0.43283713 0.21065324 0.14749797 0.21639484 0.38420327 0.40953693\n",
      "  0.15380888 0.18469589 0.3359385  0.16974626]\n",
      " [0.28199404 0.39819607 0.49963364 0.35655898 0.36927886 0.50207236\n",
      "  0.42157822 0.47404171 0.40862211 0.38348244 0.24319868 0.42059436\n",
      "  0.47251943 0.39090424 0.43175336 0.32772204 0.18852368 1.\n",
      "  0.44479772 0.25716366 0.13116553 0.03646525 0.42712632 0.42187893\n",
      "  0.16781661 0.25169696 0.3248431  0.0808676 ]\n",
      " [0.18355908 0.18810308 0.1217392  0.16867925 0.26976321 0.14426706\n",
      "  0.09080563 0.12171834 0.17133648 0.15355792 0.18376258 0.08013695\n",
      "  0.11373809 0.13126844 0.08250165 0.17376019 0.43283713 0.44479772\n",
      "  1.         0.33675084 0.435941   0.4380613  0.15304191 0.11692415\n",
      "  0.24304333 0.43555467 0.14131188 0.4666778 ]\n",
      " [0.25827587 0.41109523 0.42035588 0.25352099 0.16878146 0.28699751\n",
      "  0.33870952 0.3935532  0.26520933 0.31160106 0.24958883 0.38685272\n",
      "  0.32095876 0.23115751 0.33229545 0.26905426 0.21065324 0.25716366\n",
      "  0.33675084 1.         0.22533128 0.27393397 0.34590714 0.21814082\n",
      "  0.21935029 0.13313819 0.26918083 0.28264707]\n",
      " [0.27871587 0.41283731 0.52041053 0.40158996 0.36972118 0.50461546\n",
      "  0.41592403 0.50358836 0.41240651 0.42797695 0.28276826 0.45487708\n",
      "  0.48434146 0.38574468 0.45282903 0.30158008 0.14749797 0.13116553\n",
      "  0.435941   0.22533128 1.         0.15105977 0.39987942 0.40603252\n",
      "  0.15878859 0.20372193 0.31981972 0.16907924]\n",
      " [0.30570162 0.44104844 0.48074491 0.36078951 0.36140352 0.4828427\n",
      "  0.43702975 0.4613174  0.40223862 0.37751364 0.26815483 0.42925793\n",
      "  0.45908323 0.39245872 0.42115114 0.34771724 0.21639484 0.03646525\n",
      "  0.4380613  0.27393397 0.15105977 1.         0.43408802 0.41171009\n",
      "  0.20336971 0.27436354 0.34620002 0.10890442]\n",
      " [0.22252475 0.2091258  0.23419327 0.21752839 0.27131965 0.24360927\n",
      "  0.14376622 0.23889107 0.25067173 0.16006438 0.20447329 0.18168627\n",
      "  0.23009663 0.22436035 0.17397621 0.15111427 0.38420327 0.42712632\n",
      "  0.15304191 0.34590714 0.39987942 0.43408802 1.         0.19823867\n",
      "  0.29737988 0.39049635 0.13710031 0.38642261]\n",
      " [0.21627095 0.32060574 0.17083078 0.11707117 0.12793895 0.09861158\n",
      "  0.17528342 0.17761395 0.14528948 0.15985442 0.23194541 0.17905718\n",
      "  0.10650645 0.11114426 0.14322406 0.22240741 0.40953693 0.42187893\n",
      "  0.11692415 0.21814082 0.40603252 0.41171009 0.19823867 1.\n",
      "  0.27010828 0.3350567  0.17047251 0.42489812]\n",
      " [0.16466611 0.2412331  0.32292614 0.25694665 0.30304101 0.36576659\n",
      "  0.24404481 0.29323652 0.26198841 0.27757991 0.15116204 0.23592463\n",
      "  0.32795184 0.24436406 0.2954701  0.15701382 0.15380888 0.16781661\n",
      "  0.24304333 0.21935029 0.15878859 0.20336971 0.29737988 0.27010828\n",
      "  1.         0.21359602 0.17127539 0.20714554]\n",
      " [0.30117596 0.42016965 0.47815401 0.32167571 0.26734849 0.42371948\n",
      "  0.38850103 0.45501008 0.37307777 0.3838618  0.27564104 0.45138889\n",
      "  0.42791289 0.35905292 0.42765376 0.27468571 0.18469589 0.25169696\n",
      "  0.43555467 0.13313819 0.20372193 0.27436354 0.39049635 0.3350567\n",
      "  0.21359602 1.         0.3036502  0.22885708]\n",
      " [0.1142451  0.13884991 0.19155373 0.12485296 0.20202617 0.24482264\n",
      "  0.1004119  0.17528153 0.18590731 0.1057047  0.08608054 0.12648998\n",
      "  0.21972604 0.1706156  0.16843522 0.13240313 0.3359385  0.3248431\n",
      "  0.14131188 0.26918083 0.31981972 0.34620002 0.13710031 0.17047251\n",
      "  0.17127539 0.3036502  1.         0.34816506]\n",
      " [0.32872983 0.44289744 0.52346256 0.3907088  0.37754252 0.52188115\n",
      "  0.44391067 0.49983672 0.44350996 0.40934317 0.30522534 0.45963737\n",
      "  0.4809928  0.41582909 0.45226584 0.31450906 0.16974626 0.0808676\n",
      "  0.4666778  0.28264707 0.16907924 0.10890442 0.38642261 0.42489812\n",
      "  0.20714554 0.22885708 0.34816506 1.        ]]\n",
      "Rips complex is of dimension 1 - 406 simplices - 28 vertices.\n",
      "[0] -> 0.00\n",
      "[1] -> 0.00\n",
      "[2] -> 0.00\n",
      "[3] -> 0.00\n",
      "[4] -> 0.00\n",
      "[5] -> 0.00\n",
      "[6] -> 0.00\n",
      "[7] -> 0.00\n",
      "[8] -> 0.00\n",
      "[9] -> 0.00\n",
      "[10] -> 0.00\n",
      "[11] -> 0.00\n",
      "[12] -> 0.00\n",
      "[13] -> 0.00\n",
      "[14] -> 0.00\n",
      "[15] -> 0.00\n",
      "[16] -> 0.00\n",
      "[17] -> 0.00\n",
      "[18] -> 0.00\n",
      "[19] -> 0.00\n",
      "[20] -> 0.00\n",
      "[21] -> 0.00\n",
      "[22] -> 0.00\n",
      "[23] -> 0.00\n",
      "[24] -> 0.00\n",
      "[25] -> 0.00\n",
      "[26] -> 0.00\n",
      "[27] -> 0.00\n",
      "[2, 7] -> 0.03\n",
      "[17, 21] -> 0.04\n",
      "[6, 11] -> 0.06\n",
      "[5, 12] -> 0.06\n",
      "[0, 10] -> 0.07\n",
      "[7, 11] -> 0.07\n",
      "[8, 13] -> 0.08\n",
      "[2, 11] -> 0.08\n",
      "[11, 18] -> 0.08\n",
      "[17, 27] -> 0.08\n",
      "[14, 18] -> 0.08\n",
      "[1, 6] -> 0.08\n",
      "[10, 26] -> 0.09\n",
      "[6, 18] -> 0.09\n",
      "[12, 14] -> 0.09\n",
      "[11, 14] -> 0.09\n",
      "[5, 23] -> 0.10\n",
      "[6, 26] -> 0.10\n",
      "[6, 14] -> 0.10\n",
      "[9, 26] -> 0.11\n",
      "[12, 23] -> 0.11\n",
      "[6, 9] -> 0.11\n",
      "[6, 10] -> 0.11\n",
      "[21, 27] -> 0.11\n",
      "[1, 10] -> 0.11\n",
      "[6, 7] -> 0.11\n",
      "[13, 23] -> 0.11\n",
      "[12, 18] -> 0.11\n",
      "[0, 26] -> 0.11\n",
      "[18, 23] -> 0.12\n",
      "[3, 23] -> 0.12\n",
      "[1, 11] -> 0.12\n",
      "[2, 12] -> 0.12\n",
      "[3, 9] -> 0.12\n",
      "[5, 14] -> 0.12\n",
      "[7, 18] -> 0.12\n",
      "[2, 18] -> 0.12\n",
      "[3, 12] -> 0.12\n",
      "[3, 26] -> 0.12\n",
      "[11, 26] -> 0.13\n",
      "[0, 6] -> 0.13\n",
      "[4, 23] -> 0.13\n",
      "[4, 8] -> 0.13\n",
      "[9, 14] -> 0.13\n",
      "[3, 10] -> 0.13\n",
      "[2, 6] -> 0.13\n",
      "[9, 10] -> 0.13\n",
      "[9, 11] -> 0.13\n",
      "[17, 20] -> 0.13\n",
      "[13, 18] -> 0.13\n",
      "[11, 12] -> 0.13\n",
      "[7, 12] -> 0.13\n",
      "[15, 26] -> 0.13\n",
      "[19, 25] -> 0.13\n",
      "[3, 4] -> 0.13\n",
      "[0, 1] -> 0.13\n",
      "[5, 13] -> 0.14\n",
      "[22, 26] -> 0.14\n",
      "[7, 14] -> 0.14\n",
      "[0, 9] -> 0.14\n",
      "[1, 26] -> 0.14\n",
      "[10, 11] -> 0.14\n",
      "[3, 6] -> 0.14\n",
      "[18, 26] -> 0.14\n",
      "[2, 5] -> 0.14\n",
      "[8, 12] -> 0.14\n",
      "[14, 23] -> 0.14\n",
      "[3, 11] -> 0.14\n",
      "[6, 22] -> 0.14\n",
      "[5, 18] -> 0.14\n",
      "[3, 5] -> 0.15\n",
      "[8, 23] -> 0.15\n",
      "[12, 13] -> 0.15\n",
      "[4, 13] -> 0.15\n",
      "[16, 20] -> 0.15\n",
      "[2, 14] -> 0.15\n",
      "[8, 11] -> 0.15\n",
      "[3, 7] -> 0.15\n",
      "[20, 21] -> 0.15\n",
      "[15, 22] -> 0.15\n",
      "[10, 24] -> 0.15\n",
      "[10, 15] -> 0.15\n",
      "[2, 8] -> 0.15\n",
      "[18, 22] -> 0.15\n",
      "[3, 14] -> 0.15\n",
      "[9, 18] -> 0.15\n",
      "[16, 24] -> 0.15\n",
      "[11, 13] -> 0.15\n",
      "[15, 24] -> 0.16\n",
      "[8, 9] -> 0.16\n",
      "[20, 24] -> 0.16\n",
      "[5, 7] -> 0.16\n",
      "[9, 13] -> 0.16\n",
      "[6, 15] -> 0.16\n",
      "[9, 23] -> 0.16\n",
      "[9, 22] -> 0.16\n",
      "[2, 3] -> 0.16\n",
      "[2, 9] -> 0.16\n",
      "[0, 11] -> 0.16\n",
      "[0, 13] -> 0.16\n",
      "[6, 13] -> 0.16\n",
      "[7, 9] -> 0.16\n",
      "[4, 5] -> 0.16\n",
      "[7, 8] -> 0.16\n",
      "[0, 24] -> 0.16\n",
      "[2, 13] -> 0.17\n",
      "[0, 3] -> 0.17\n",
      "[6, 12] -> 0.17\n",
      "[17, 24] -> 0.17\n",
      "[14, 26] -> 0.17\n",
      "[3, 18] -> 0.17\n",
      "[5, 8] -> 0.17\n",
      "[4, 19] -> 0.17\n",
      "[20, 27] -> 0.17\n",
      "[4, 9] -> 0.17\n",
      "[16, 27] -> 0.17\n",
      "[23, 26] -> 0.17\n",
      "[13, 26] -> 0.17\n",
      "[2, 23] -> 0.17\n",
      "[24, 26] -> 0.17\n",
      "[8, 18] -> 0.17\n",
      "[0, 15] -> 0.17\n",
      "[13, 14] -> 0.17\n",
      "[15, 18] -> 0.17\n",
      "[14, 22] -> 0.17\n",
      "[11, 15] -> 0.17\n",
      "[7, 26] -> 0.18\n",
      "[6, 23] -> 0.18\n",
      "[3, 13] -> 0.18\n",
      "[7, 23] -> 0.18\n",
      "[9, 12] -> 0.18\n",
      "[1, 15] -> 0.18\n",
      "[3, 8] -> 0.18\n",
      "[11, 23] -> 0.18\n",
      "[6, 8] -> 0.18\n",
      "[11, 22] -> 0.18\n",
      "[7, 13] -> 0.18\n",
      "[0, 18] -> 0.18\n",
      "[10, 18] -> 0.18\n",
      "[16, 25] -> 0.18\n",
      "[10, 13] -> 0.19\n",
      "[8, 26] -> 0.19\n",
      "[1, 9] -> 0.19\n",
      "[8, 14] -> 0.19\n",
      "[5, 11] -> 0.19\n",
      "[1, 18] -> 0.19\n",
      "[16, 17] -> 0.19\n",
      "[4, 12] -> 0.19\n",
      "[2, 26] -> 0.19\n",
      "[0, 7] -> 0.19\n",
      "[9, 15] -> 0.19\n",
      "[5, 9] -> 0.19\n",
      "[7, 10] -> 0.20\n",
      "[22, 23] -> 0.20\n",
      "[5, 6] -> 0.20\n",
      "[10, 14] -> 0.20\n",
      "[3, 15] -> 0.20\n",
      "[4, 26] -> 0.20\n",
      "[21, 24] -> 0.20\n",
      "[20, 25] -> 0.20\n",
      "[10, 22] -> 0.20\n",
      "[1, 14] -> 0.21\n",
      "[0, 8] -> 0.21\n",
      "[1, 7] -> 0.21\n",
      "[24, 27] -> 0.21\n",
      "[1, 22] -> 0.21\n",
      "[16, 19] -> 0.21\n",
      "[0, 14] -> 0.21\n",
      "[24, 25] -> 0.21\n",
      "[0, 2] -> 0.21\n",
      "[0, 23] -> 0.22\n",
      "[16, 21] -> 0.22\n",
      "[3, 22] -> 0.22\n",
      "[19, 23] -> 0.22\n",
      "[2, 10] -> 0.22\n",
      "[19, 24] -> 0.22\n",
      "[7, 15] -> 0.22\n",
      "[12, 26] -> 0.22\n",
      "[14, 15] -> 0.22\n",
      "[8, 10] -> 0.22\n",
      "[15, 23] -> 0.22\n",
      "[0, 22] -> 0.22\n",
      "[13, 22] -> 0.22\n",
      "[19, 20] -> 0.23\n",
      "[25, 27] -> 0.23\n",
      "[12, 22] -> 0.23\n",
      "[0, 4] -> 0.23\n",
      "[13, 19] -> 0.23\n",
      "[4, 10] -> 0.23\n",
      "[10, 23] -> 0.23\n",
      "[2, 22] -> 0.23\n",
      "[11, 24] -> 0.24\n",
      "[13, 15] -> 0.24\n",
      "[15, 16] -> 0.24\n",
      "[7, 22] -> 0.24\n",
      "[1, 2] -> 0.24\n",
      "[1, 3] -> 0.24\n",
      "[4, 6] -> 0.24\n",
      "[4, 7] -> 0.24\n",
      "[1, 24] -> 0.24\n",
      "[18, 24] -> 0.24\n",
      "[10, 17] -> 0.24\n",
      "[5, 22] -> 0.24\n",
      "[6, 24] -> 0.24\n",
      "[2, 15] -> 0.24\n",
      "[4, 14] -> 0.24\n",
      "[13, 24] -> 0.24\n",
      "[5, 26] -> 0.24\n",
      "[2, 4] -> 0.25\n",
      "[1, 13] -> 0.25\n",
      "[10, 19] -> 0.25\n",
      "[8, 22] -> 0.25\n",
      "[17, 25] -> 0.25\n",
      "[3, 19] -> 0.25\n",
      "[8, 15] -> 0.25\n",
      "[3, 24] -> 0.26\n",
      "[17, 19] -> 0.26\n",
      "[0, 19] -> 0.26\n",
      "[0, 12] -> 0.26\n",
      "[1, 8] -> 0.26\n",
      "[8, 24] -> 0.26\n",
      "[8, 19] -> 0.27\n",
      "[10, 12] -> 0.27\n",
      "[4, 25] -> 0.27\n",
      "[10, 21] -> 0.27\n",
      "[15, 19] -> 0.27\n",
      "[19, 26] -> 0.27\n",
      "[4, 18] -> 0.27\n",
      "[23, 24] -> 0.27\n",
      "[4, 11] -> 0.27\n",
      "[4, 22] -> 0.27\n",
      "[12, 15] -> 0.27\n",
      "[19, 21] -> 0.27\n",
      "[21, 25] -> 0.27\n",
      "[15, 25] -> 0.27\n",
      "[10, 25] -> 0.28\n",
      "[0, 5] -> 0.28\n",
      "[9, 24] -> 0.28\n",
      "[0, 20] -> 0.28\n",
      "[0, 17] -> 0.28\n",
      "[19, 27] -> 0.28\n",
      "[10, 20] -> 0.28\n",
      "[4, 15] -> 0.28\n",
      "[5, 10] -> 0.28\n",
      "[5, 19] -> 0.29\n",
      "[7, 24] -> 0.29\n",
      "[14, 24] -> 0.30\n",
      "[22, 24] -> 0.30\n",
      "[0, 25] -> 0.30\n",
      "[15, 20] -> 0.30\n",
      "[4, 24] -> 0.30\n",
      "[5, 15] -> 0.30\n",
      "[25, 26] -> 0.30\n",
      "[10, 16] -> 0.30\n",
      "[10, 27] -> 0.31\n",
      "[0, 21] -> 0.31\n",
      "[1, 12] -> 0.31\n",
      "[9, 19] -> 0.31\n",
      "[15, 27] -> 0.31\n",
      "[20, 26] -> 0.32\n",
      "[1, 23] -> 0.32\n",
      "[12, 19] -> 0.32\n",
      "[3, 25] -> 0.32\n",
      "[2, 24] -> 0.32\n",
      "[17, 26] -> 0.32\n",
      "[15, 17] -> 0.33\n",
      "[12, 24] -> 0.33\n",
      "[0, 27] -> 0.33\n",
      "[0, 16] -> 0.33\n",
      "[14, 19] -> 0.33\n",
      "[23, 25] -> 0.34\n",
      "[16, 26] -> 0.34\n",
      "[18, 19] -> 0.34\n",
      "[6, 19] -> 0.34\n",
      "[19, 22] -> 0.35\n",
      "[21, 26] -> 0.35\n",
      "[15, 21] -> 0.35\n",
      "[26, 27] -> 0.35\n",
      "[3, 17] -> 0.36\n",
      "[1, 5] -> 0.36\n",
      "[13, 25] -> 0.36\n",
      "[3, 21] -> 0.36\n",
      "[4, 21] -> 0.36\n",
      "[1, 4] -> 0.36\n",
      "[5, 24] -> 0.37\n",
      "[4, 17] -> 0.37\n",
      "[4, 20] -> 0.37\n",
      "[8, 25] -> 0.37\n",
      "[4, 16] -> 0.38\n",
      "[9, 21] -> 0.38\n",
      "[4, 27] -> 0.38\n",
      "[9, 17] -> 0.38\n",
      "[9, 25] -> 0.38\n",
      "[16, 22] -> 0.38\n",
      "[13, 20] -> 0.39\n",
      "[13, 16] -> 0.39\n",
      "[22, 27] -> 0.39\n",
      "[11, 19] -> 0.39\n",
      "[6, 25] -> 0.39\n",
      "[22, 25] -> 0.39\n",
      "[3, 27] -> 0.39\n",
      "[13, 17] -> 0.39\n",
      "[13, 21] -> 0.39\n",
      "[7, 19] -> 0.39\n",
      "[1, 17] -> 0.40\n",
      "[20, 22] -> 0.40\n",
      "[3, 20] -> 0.40\n",
      "[8, 21] -> 0.40\n",
      "[20, 23] -> 0.41\n",
      "[8, 17] -> 0.41\n",
      "[9, 27] -> 0.41\n",
      "[16, 23] -> 0.41\n",
      "[1, 19] -> 0.41\n",
      "[21, 23] -> 0.41\n",
      "[8, 20] -> 0.41\n",
      "[1, 20] -> 0.41\n",
      "[9, 16] -> 0.41\n",
      "[3, 16] -> 0.41\n",
      "[13, 27] -> 0.42\n",
      "[6, 20] -> 0.42\n",
      "[1, 25] -> 0.42\n",
      "[2, 19] -> 0.42\n",
      "[11, 17] -> 0.42\n",
      "[14, 21] -> 0.42\n",
      "[6, 17] -> 0.42\n",
      "[17, 23] -> 0.42\n",
      "[5, 25] -> 0.42\n",
      "[8, 16] -> 0.42\n",
      "[23, 27] -> 0.42\n",
      "[6, 16] -> 0.43\n",
      "[17, 22] -> 0.43\n",
      "[14, 25] -> 0.43\n",
      "[14, 16] -> 0.43\n",
      "[12, 25] -> 0.43\n",
      "[9, 20] -> 0.43\n",
      "[11, 21] -> 0.43\n",
      "[14, 17] -> 0.43\n",
      "[16, 18] -> 0.43\n",
      "[1, 16] -> 0.43\n",
      "[21, 22] -> 0.43\n",
      "[18, 25] -> 0.44\n",
      "[18, 20] -> 0.44\n",
      "[6, 21] -> 0.44\n",
      "[18, 21] -> 0.44\n",
      "[1, 21] -> 0.44\n",
      "[1, 27] -> 0.44\n",
      "[8, 27] -> 0.44\n",
      "[6, 27] -> 0.44\n",
      "[17, 18] -> 0.44\n",
      "[11, 25] -> 0.45\n",
      "[14, 27] -> 0.45\n",
      "[14, 20] -> 0.45\n",
      "[11, 20] -> 0.45\n",
      "[7, 25] -> 0.46\n",
      "[11, 16] -> 0.46\n",
      "[12, 21] -> 0.46\n",
      "[11, 27] -> 0.46\n",
      "[7, 21] -> 0.46\n",
      "[18, 27] -> 0.47\n",
      "[12, 17] -> 0.47\n",
      "[7, 17] -> 0.47\n",
      "[2, 25] -> 0.48\n",
      "[12, 16] -> 0.48\n",
      "[7, 16] -> 0.48\n",
      "[2, 21] -> 0.48\n",
      "[12, 27] -> 0.48\n",
      "[5, 21] -> 0.48\n",
      "[12, 20] -> 0.48\n",
      "[5, 16] -> 0.49\n",
      "[2, 17] -> 0.50\n",
      "[7, 27] -> 0.50\n",
      "[5, 17] -> 0.50\n",
      "[7, 20] -> 0.50\n",
      "[5, 20] -> 0.50\n",
      "[2, 16] -> 0.51\n",
      "[2, 20] -> 0.52\n",
      "[5, 27] -> 0.52\n",
      "[2, 27] -> 0.52\n",
      "[[1.         0.06516479 0.18228369 0.07045839 0.28918576 0.10283803\n",
      "  0.06528141 0.2427434  0.27350565 0.08280268 0.04922645 0.06980292\n",
      "  0.33917256 0.23399649 0.19090191 0.57289044 0.23395909 0.53260367\n",
      "  0.36214395 0.58750146 0.49504381 0.49200377 0.35768707 0.4519608\n",
      "  0.07461178 0.32463824 0.1774051  0.15744177]\n",
      " [0.06516479 1.         0.21148812 0.11831236 0.2218305  0.06966273\n",
      "  0.05920943 0.22720771 0.21177882 0.09389626 0.11330455 0.08644442\n",
      "  0.25840481 0.18447121 0.1519558  0.5285091  0.22723421 0.47646772\n",
      "  0.33775121 0.55866224 0.48908351 0.46012112 0.34034724 0.44021582\n",
      "  0.12917716 0.29625079 0.1907639  0.17207948]\n",
      " [0.18228369 0.21148812 1.         0.2380583  0.34777994 0.18442982\n",
      "  0.16007722 0.36443445 0.32488009 0.25781529 0.16142076 0.19814322\n",
      "  0.34543804 0.25931093 0.29579079 0.60942791 0.16635532 0.45465971\n",
      "  0.29027196 0.58260437 0.49381126 0.46862514 0.27672344 0.478828\n",
      "  0.19161495 0.24965468 0.30842758 0.148365  ]\n",
      " [0.07045839 0.11831236 0.2380583  1.         0.28560755 0.12378195\n",
      "  0.08592727 0.21866385 0.30781456 0.08375267 0.08077913 0.1195311\n",
      "  0.3277607  0.23796377 0.19320111 0.58164747 0.27821057 0.50488219\n",
      "  0.36167586 0.6100075  0.51055884 0.51330096 0.35182365 0.46858925\n",
      "  0.08540706 0.32995938 0.20812063 0.18353722]\n",
      " [0.28918576 0.2218305  0.34777994 0.28560755 1.         0.15846676\n",
      "  0.18649973 0.16410383 0.1868379  0.25578876 0.33540651 0.21312116\n",
      "  0.07852958 0.17122163 0.22737602 0.47029209 0.26599903 0.39627855\n",
      "  0.27559461 0.46505722 0.34360722 0.37616489 0.36381446 0.38529848\n",
      "  0.32866968 0.24832526 0.32879675 0.30962521]\n",
      " [0.10283803 0.06966273 0.18442982 0.12378195 0.15846676 1.\n",
      "  0.06938971 0.21955217 0.20663936 0.13048679 0.12836769 0.09768926\n",
      "  0.1769339  0.13501802 0.17341338 0.52832904 0.19308504 0.43037567\n",
      "  0.25714513 0.53102864 0.4218985  0.42795067 0.32061153 0.43092451\n",
      "  0.15777302 0.23465496 0.24036109 0.1735043 ]\n",
      " [0.06528141 0.05920943 0.16007722 0.08592727 0.18649973 0.06938971\n",
      "  1.         0.18895372 0.20689718 0.08489908 0.09533173 0.07092345\n",
      "  0.22659737 0.15857742 0.15472158 0.52376835 0.18649402 0.46822283\n",
      "  0.29681261 0.53524224 0.44270693 0.43731773 0.30793864 0.41629396\n",
      "  0.09986643 0.27637266 0.18985182 0.14789894]\n",
      " [0.2427434  0.22720771 0.36443445 0.21866385 0.16410383 0.21955217\n",
      "  0.18895372 1.         0.30930087 0.15812892 0.31962244 0.12384884\n",
      "  0.28052106 0.29205089 0.30078274 0.58492563 0.33260466 0.52696382\n",
      "  0.42771176 0.59432339 0.48852803 0.50434149 0.40564473 0.40876245\n",
      "  0.23647344 0.30636428 0.3285148  0.26824614]\n",
      " [0.27350565 0.21177882 0.32488009 0.30781456 0.1868379  0.20663936\n",
      "  0.20689718 0.30930087 1.         0.26114729 0.27690826 0.27026459\n",
      "  0.17630212 0.08446166 0.1573112  0.28605334 0.18417781 0.43896693\n",
      "  0.17499081 0.28234199 0.16894352 0.1841822  0.2573889  0.18911219\n",
      "  0.29692806 0.33648757 0.18584851 0.2989816 ]\n",
      " [0.08280268 0.09389626 0.25781529 0.08375267 0.25578876 0.13048679\n",
      "  0.08489908 0.15812892 0.26114729 1.         0.14547797 0.09508657\n",
      "  0.31720971 0.24189267 0.15185317 0.56147439 0.27012882 0.52664765\n",
      "  0.38994359 0.58662882 0.49905031 0.49367376 0.36731155 0.43197809\n",
      "  0.08965945 0.34022198 0.21708539 0.19606899]\n",
      " [0.04922645 0.11330455 0.16142076 0.08077913 0.33540651 0.12836769\n",
      "  0.09533173 0.31962244 0.27690826 0.14547797 1.         0.13821891\n",
      "  0.36126092 0.22164943 0.19615361 0.5433866  0.23463078 0.52968223\n",
      "  0.32832546 0.56508204 0.48862473 0.47256505 0.32329465 0.44728188\n",
      "  0.08788875 0.34703159 0.15501004 0.15428579]\n",
      " [0.06980292 0.08644442 0.19814322 0.1195311  0.21312116 0.09768926\n",
      "  0.07092345 0.12384884 0.27026459 0.09508657 0.13821891 1.\n",
      "  0.30005097 0.22279419 0.23844126 0.57187835 0.23025387 0.51577362\n",
      "  0.37204697 0.58072087 0.49162436 0.48855883 0.36165995 0.42988333\n",
      "  0.10546723 0.26041106 0.21968484 0.14256138]\n",
      " [0.33917256 0.25840481 0.34543804 0.3277607  0.07852958 0.1769339\n",
      "  0.22659737 0.28052106 0.17630212 0.31720971 0.36126092 0.30005097\n",
      "  1.         0.13449942 0.2368378  0.49776775 0.24838118 0.3377286\n",
      "  0.20119904 0.48964378 0.31169926 0.36737626 0.35653039 0.41151617\n",
      "  0.38149698 0.24518655 0.37717145 0.34607817]\n",
      " [0.23399649 0.18447121 0.25931093 0.23796377 0.17122163 0.13501802\n",
      "  0.15857742 0.29205089 0.08446166 0.24189267 0.22164943 0.22279419\n",
      "  0.13449942 1.         0.18368543 0.40492762 0.1583153  0.37802335\n",
      "  0.15366186 0.40611632 0.24845667 0.26706081 0.26285808 0.28615541\n",
      "  0.25852084 0.2571117  0.21710201 0.24438602]\n",
      " [0.19090191 0.1519558  0.29579079 0.19320111 0.22737602 0.17341338\n",
      "  0.15472158 0.30078274 0.1573112  0.15185317 0.19615361 0.23844126\n",
      "  0.2368378  0.18368543 1.         0.40816695 0.26704005 0.43160094\n",
      "  0.28672709 0.43989962 0.36866654 0.37675371 0.34622026 0.39957403\n",
      "  0.21313196 0.3546173  0.20989879 0.26780207]\n",
      " [0.57289044 0.5285091  0.60942791 0.58164747 0.47029209 0.52832904\n",
      "  0.52376835 0.58492563 0.28605334 0.56147439 0.5433866  0.57187835\n",
      "  0.49776775 0.40492762 0.40816695 1.         0.48362123 0.59758277\n",
      "  0.4403267  0.05355318 0.26852156 0.16296891 0.47617608 0.23509447\n",
      "  0.56006254 0.59726332 0.28526052 0.50634597]\n",
      " [0.23395909 0.22723421 0.16635532 0.27821057 0.26599903 0.19308504\n",
      "  0.18649402 0.33260466 0.18417781 0.27012882 0.23463078 0.23025387\n",
      "  0.24838118 0.1583153  0.26704005 0.48362123 1.         0.40433142\n",
      "  0.11457073 0.42242334 0.27554156 0.26477545 0.16356426 0.32106735\n",
      "  0.25038574 0.20350126 0.27096    0.15505795]\n",
      " [0.53260367 0.47646772 0.45465971 0.50488219 0.39627855 0.43037567\n",
      "  0.46822283 0.52696382 0.43896693 0.52664765 0.52968223 0.51577362\n",
      "  0.3377286  0.37802335 0.43160094 0.59758277 0.40433142 1.\n",
      "  0.36444329 0.61341013 0.50129791 0.5104744  0.41878198 0.58787503\n",
      "  0.57088134 0.27870586 0.54935471 0.51486083]\n",
      " [0.36214395 0.33775121 0.29027196 0.36167586 0.27559461 0.25714513\n",
      "  0.29681261 0.42771176 0.17499081 0.38994359 0.32832546 0.37204697\n",
      "  0.20119904 0.15366186 0.28672709 0.4403267  0.11457073 0.36444329\n",
      "  1.         0.37115038 0.17742161 0.20250848 0.1991537  0.30148282\n",
      "  0.38859075 0.23145971 0.34592589 0.28177055]\n",
      " [0.58750146 0.55866224 0.58260437 0.6100075  0.46505722 0.53102864\n",
      "  0.53524224 0.59432339 0.28234199 0.58662882 0.56508204 0.58072087\n",
      "  0.48964378 0.40611632 0.43989962 0.05355318 0.42242334 0.61341013\n",
      "  0.37115038 1.         0.18888349 0.10765029 0.42527088 0.18601841\n",
      "  0.58582366 0.55807585 0.34925693 0.50439798]\n",
      " [0.49504381 0.48908351 0.49381126 0.51055884 0.34360722 0.4218985\n",
      "  0.44270693 0.48852803 0.16894352 0.49905031 0.48862473 0.49162436\n",
      "  0.31169926 0.24845667 0.36866654 0.26852156 0.27554156 0.50129791\n",
      "  0.17742161 0.18888349 1.         0.13548463 0.30854755 0.19705545\n",
      "  0.52827032 0.44735789 0.37713766 0.47839921]\n",
      " [0.49200377 0.46012112 0.46862514 0.51330096 0.37616489 0.42795067\n",
      "  0.43731773 0.50434149 0.1841822  0.49367376 0.47256505 0.48855883\n",
      "  0.36737626 0.26706081 0.37675371 0.16296891 0.26477545 0.5104744\n",
      "  0.20250848 0.10765029 0.13548463 1.         0.32793932 0.16899407\n",
      "  0.48178478 0.38537463 0.29264042 0.36850518]\n",
      " [0.35768707 0.34034724 0.27672344 0.35182365 0.36381446 0.32061153\n",
      "  0.30793864 0.40564473 0.2573889  0.36731155 0.32329465 0.36165995\n",
      "  0.35653039 0.26285808 0.34622026 0.47617608 0.16356426 0.41878198\n",
      "  0.1991537  0.42527088 0.30854755 0.32793932 1.         0.2957996\n",
      "  0.3547402  0.37311971 0.3139308  0.27568707]\n",
      " [0.4519608  0.44021582 0.478828   0.46858925 0.38529848 0.43092451\n",
      "  0.41629396 0.40876245 0.18911219 0.43197809 0.44728188 0.42988333\n",
      "  0.41151617 0.28615541 0.39957403 0.23509447 0.32106735 0.58787503\n",
      "  0.30148282 0.18601841 0.19705545 0.16899407 0.2957996  1.\n",
      "  0.43185936 0.48080761 0.26607608 0.41373954]\n",
      " [0.07461178 0.12917716 0.19161495 0.08540706 0.32866968 0.15777302\n",
      "  0.09986643 0.23647344 0.29692806 0.08965945 0.08788875 0.10546723\n",
      "  0.38149698 0.25852084 0.21313196 0.56006254 0.25038574 0.57088134\n",
      "  0.38859075 0.58582366 0.52827032 0.48178478 0.3547402  0.43185936\n",
      "  1.         0.32837285 0.16437036 0.12031579]\n",
      " [0.32463824 0.29625079 0.24965468 0.32995938 0.24832526 0.23465496\n",
      "  0.27637266 0.30636428 0.33648757 0.34022198 0.34703159 0.26041106\n",
      "  0.24518655 0.2571117  0.3546173  0.59726332 0.20350126 0.27870586\n",
      "  0.23145971 0.55807585 0.44735789 0.38537463 0.37311971 0.48080761\n",
      "  0.32837285 1.         0.41838807 0.23402918]\n",
      " [0.1774051  0.1907639  0.30842758 0.20812063 0.32879675 0.24036109\n",
      "  0.18985182 0.3285148  0.18584851 0.21708539 0.15501004 0.21968484\n",
      "  0.37717145 0.21710201 0.20989879 0.28526052 0.27096    0.54935471\n",
      "  0.34592589 0.34925693 0.37713766 0.29264042 0.3139308  0.26607608\n",
      "  0.16437036 0.41838807 1.         0.17738758]\n",
      " [0.15744177 0.17207948 0.148365   0.18353722 0.30962521 0.1735043\n",
      "  0.14789894 0.26824614 0.2989816  0.19606899 0.15428579 0.14256138\n",
      "  0.34607817 0.24438602 0.26780207 0.50634597 0.15505795 0.51486083\n",
      "  0.28177055 0.50439798 0.47839921 0.36850518 0.27568707 0.41373954\n",
      "  0.12031579 0.23402918 0.17738758 1.        ]]\n",
      "Rips complex is of dimension 1 - 406 simplices - 28 vertices.\n",
      "[0] -> 0.00\n",
      "[1] -> 0.00\n",
      "[2] -> 0.00\n",
      "[3] -> 0.00\n",
      "[4] -> 0.00\n",
      "[5] -> 0.00\n",
      "[6] -> 0.00\n",
      "[7] -> 0.00\n",
      "[8] -> 0.00\n",
      "[9] -> 0.00\n",
      "[10] -> 0.00\n",
      "[11] -> 0.00\n",
      "[12] -> 0.00\n",
      "[13] -> 0.00\n",
      "[14] -> 0.00\n",
      "[15] -> 0.00\n",
      "[16] -> 0.00\n",
      "[17] -> 0.00\n",
      "[18] -> 0.00\n",
      "[19] -> 0.00\n",
      "[20] -> 0.00\n",
      "[21] -> 0.00\n",
      "[22] -> 0.00\n",
      "[23] -> 0.00\n",
      "[24] -> 0.00\n",
      "[25] -> 0.00\n",
      "[26] -> 0.00\n",
      "[27] -> 0.00\n",
      "[0, 10] -> 0.05\n",
      "[15, 19] -> 0.05\n",
      "[1, 6] -> 0.06\n",
      "[0, 1] -> 0.07\n",
      "[0, 6] -> 0.07\n",
      "[5, 6] -> 0.07\n",
      "[1, 5] -> 0.07\n",
      "[0, 11] -> 0.07\n",
      "[0, 3] -> 0.07\n",
      "[6, 11] -> 0.07\n",
      "[0, 24] -> 0.07\n",
      "[4, 12] -> 0.08\n",
      "[3, 10] -> 0.08\n",
      "[0, 9] -> 0.08\n",
      "[3, 9] -> 0.08\n",
      "[8, 13] -> 0.08\n",
      "[6, 9] -> 0.08\n",
      "[3, 24] -> 0.09\n",
      "[3, 6] -> 0.09\n",
      "[1, 11] -> 0.09\n",
      "[10, 24] -> 0.09\n",
      "[9, 24] -> 0.09\n",
      "[1, 9] -> 0.09\n",
      "[9, 11] -> 0.10\n",
      "[6, 10] -> 0.10\n",
      "[5, 11] -> 0.10\n",
      "[6, 24] -> 0.10\n",
      "[0, 5] -> 0.10\n",
      "[11, 24] -> 0.11\n",
      "[19, 21] -> 0.11\n",
      "[1, 10] -> 0.11\n",
      "[16, 18] -> 0.11\n",
      "[1, 3] -> 0.12\n",
      "[3, 11] -> 0.12\n",
      "[24, 27] -> 0.12\n",
      "[3, 5] -> 0.12\n",
      "[7, 11] -> 0.12\n",
      "[5, 10] -> 0.13\n",
      "[1, 24] -> 0.13\n",
      "[5, 9] -> 0.13\n",
      "[12, 13] -> 0.13\n",
      "[5, 13] -> 0.14\n",
      "[20, 21] -> 0.14\n",
      "[10, 11] -> 0.14\n",
      "[11, 27] -> 0.14\n",
      "[9, 10] -> 0.15\n",
      "[6, 27] -> 0.15\n",
      "[2, 27] -> 0.15\n",
      "[9, 14] -> 0.15\n",
      "[1, 14] -> 0.15\n",
      "[13, 18] -> 0.15\n",
      "[10, 27] -> 0.15\n",
      "[6, 14] -> 0.15\n",
      "[10, 26] -> 0.16\n",
      "[16, 27] -> 0.16\n",
      "[8, 14] -> 0.16\n",
      "[0, 27] -> 0.16\n",
      "[5, 24] -> 0.16\n",
      "[7, 9] -> 0.16\n",
      "[13, 16] -> 0.16\n",
      "[4, 5] -> 0.16\n",
      "[6, 13] -> 0.16\n",
      "[2, 6] -> 0.16\n",
      "[2, 10] -> 0.16\n",
      "[15, 21] -> 0.16\n",
      "[16, 22] -> 0.16\n",
      "[4, 7] -> 0.16\n",
      "[24, 26] -> 0.16\n",
      "[2, 16] -> 0.17\n",
      "[8, 20] -> 0.17\n",
      "[21, 23] -> 0.17\n",
      "[4, 13] -> 0.17\n",
      "[1, 27] -> 0.17\n",
      "[5, 14] -> 0.17\n",
      "[5, 27] -> 0.17\n",
      "[8, 18] -> 0.17\n",
      "[8, 12] -> 0.18\n",
      "[5, 12] -> 0.18\n",
      "[26, 27] -> 0.18\n",
      "[0, 26] -> 0.18\n",
      "[18, 20] -> 0.18\n",
      "[0, 2] -> 0.18\n",
      "[3, 27] -> 0.18\n",
      "[13, 14] -> 0.18\n",
      "[8, 16] -> 0.18\n",
      "[8, 21] -> 0.18\n",
      "[2, 5] -> 0.18\n",
      "[1, 13] -> 0.18\n",
      "[8, 26] -> 0.19\n",
      "[19, 23] -> 0.19\n",
      "[6, 16] -> 0.19\n",
      "[4, 6] -> 0.19\n",
      "[4, 8] -> 0.19\n",
      "[19, 20] -> 0.19\n",
      "[6, 7] -> 0.19\n",
      "[8, 23] -> 0.19\n",
      "[6, 26] -> 0.19\n",
      "[1, 26] -> 0.19\n",
      "[0, 14] -> 0.19\n",
      "[2, 24] -> 0.19\n",
      "[5, 16] -> 0.19\n",
      "[3, 14] -> 0.19\n",
      "[9, 27] -> 0.20\n",
      "[10, 14] -> 0.20\n",
      "[20, 23] -> 0.20\n",
      "[2, 11] -> 0.20\n",
      "[18, 22] -> 0.20\n",
      "[12, 18] -> 0.20\n",
      "[18, 21] -> 0.20\n",
      "[16, 25] -> 0.20\n",
      "[5, 8] -> 0.21\n",
      "[6, 8] -> 0.21\n",
      "[3, 26] -> 0.21\n",
      "[14, 26] -> 0.21\n",
      "[1, 2] -> 0.21\n",
      "[1, 8] -> 0.21\n",
      "[4, 11] -> 0.21\n",
      "[14, 24] -> 0.21\n",
      "[9, 26] -> 0.22\n",
      "[13, 26] -> 0.22\n",
      "[3, 7] -> 0.22\n",
      "[5, 7] -> 0.22\n",
      "[11, 26] -> 0.22\n",
      "[10, 13] -> 0.22\n",
      "[1, 4] -> 0.22\n",
      "[11, 13] -> 0.22\n",
      "[6, 12] -> 0.23\n",
      "[1, 7] -> 0.23\n",
      "[1, 16] -> 0.23\n",
      "[4, 14] -> 0.23\n",
      "[11, 16] -> 0.23\n",
      "[18, 25] -> 0.23\n",
      "[0, 16] -> 0.23\n",
      "[0, 13] -> 0.23\n",
      "[25, 27] -> 0.23\n",
      "[10, 16] -> 0.23\n",
      "[5, 25] -> 0.23\n",
      "[15, 23] -> 0.24\n",
      "[7, 24] -> 0.24\n",
      "[12, 14] -> 0.24\n",
      "[3, 13] -> 0.24\n",
      "[2, 3] -> 0.24\n",
      "[11, 14] -> 0.24\n",
      "[5, 26] -> 0.24\n",
      "[9, 13] -> 0.24\n",
      "[0, 7] -> 0.24\n",
      "[13, 27] -> 0.24\n",
      "[12, 25] -> 0.25\n",
      "[4, 25] -> 0.25\n",
      "[12, 16] -> 0.25\n",
      "[13, 20] -> 0.25\n",
      "[2, 25] -> 0.25\n",
      "[16, 24] -> 0.25\n",
      "[4, 9] -> 0.26\n",
      "[13, 25] -> 0.26\n",
      "[5, 18] -> 0.26\n",
      "[8, 22] -> 0.26\n",
      "[2, 9] -> 0.26\n",
      "[1, 12] -> 0.26\n",
      "[13, 24] -> 0.26\n",
      "[2, 13] -> 0.26\n",
      "[11, 25] -> 0.26\n",
      "[8, 9] -> 0.26\n",
      "[13, 22] -> 0.26\n",
      "[16, 21] -> 0.26\n",
      "[4, 16] -> 0.27\n",
      "[23, 26] -> 0.27\n",
      "[14, 16] -> 0.27\n",
      "[13, 21] -> 0.27\n",
      "[14, 27] -> 0.27\n",
      "[7, 27] -> 0.27\n",
      "[15, 20] -> 0.27\n",
      "[9, 16] -> 0.27\n",
      "[8, 11] -> 0.27\n",
      "[16, 26] -> 0.27\n",
      "[0, 8] -> 0.27\n",
      "[16, 20] -> 0.28\n",
      "[4, 18] -> 0.28\n",
      "[22, 27] -> 0.28\n",
      "[6, 25] -> 0.28\n",
      "[2, 22] -> 0.28\n",
      "[8, 10] -> 0.28\n",
      "[3, 16] -> 0.28\n",
      "[17, 25] -> 0.28\n",
      "[7, 12] -> 0.28\n",
      "[18, 27] -> 0.28\n",
      "[8, 19] -> 0.28\n",
      "[15, 26] -> 0.29\n",
      "[3, 4] -> 0.29\n",
      "[8, 15] -> 0.29\n",
      "[13, 23] -> 0.29\n",
      "[14, 18] -> 0.29\n",
      "[0, 4] -> 0.29\n",
      "[2, 18] -> 0.29\n",
      "[7, 13] -> 0.29\n",
      "[21, 26] -> 0.29\n",
      "[2, 14] -> 0.30\n",
      "[22, 23] -> 0.30\n",
      "[1, 25] -> 0.30\n",
      "[6, 18] -> 0.30\n",
      "[8, 24] -> 0.30\n",
      "[8, 27] -> 0.30\n",
      "[11, 12] -> 0.30\n",
      "[7, 14] -> 0.30\n",
      "[18, 23] -> 0.30\n",
      "[7, 25] -> 0.31\n",
      "[3, 8] -> 0.31\n",
      "[6, 22] -> 0.31\n",
      "[2, 26] -> 0.31\n",
      "[20, 22] -> 0.31\n",
      "[7, 8] -> 0.31\n",
      "[4, 27] -> 0.31\n",
      "[12, 20] -> 0.31\n",
      "[22, 26] -> 0.31\n",
      "[9, 12] -> 0.32\n",
      "[7, 10] -> 0.32\n",
      "[5, 22] -> 0.32\n",
      "[16, 23] -> 0.32\n",
      "[10, 22] -> 0.32\n",
      "[0, 25] -> 0.32\n",
      "[2, 8] -> 0.32\n",
      "[3, 12] -> 0.33\n",
      "[21, 22] -> 0.33\n",
      "[10, 18] -> 0.33\n",
      "[24, 25] -> 0.33\n",
      "[7, 26] -> 0.33\n",
      "[4, 24] -> 0.33\n",
      "[4, 26] -> 0.33\n",
      "[3, 25] -> 0.33\n",
      "[7, 16] -> 0.33\n",
      "[4, 10] -> 0.34\n",
      "[8, 25] -> 0.34\n",
      "[12, 17] -> 0.34\n",
      "[1, 18] -> 0.34\n",
      "[0, 12] -> 0.34\n",
      "[9, 25] -> 0.34\n",
      "[1, 22] -> 0.34\n",
      "[4, 20] -> 0.34\n",
      "[2, 12] -> 0.35\n",
      "[18, 26] -> 0.35\n",
      "[12, 27] -> 0.35\n",
      "[14, 22] -> 0.35\n",
      "[10, 25] -> 0.35\n",
      "[2, 4] -> 0.35\n",
      "[19, 26] -> 0.35\n",
      "[3, 22] -> 0.35\n",
      "[14, 25] -> 0.35\n",
      "[22, 24] -> 0.35\n",
      "[12, 22] -> 0.36\n",
      "[0, 22] -> 0.36\n",
      "[10, 12] -> 0.36\n",
      "[11, 22] -> 0.36\n",
      "[3, 18] -> 0.36\n",
      "[0, 18] -> 0.36\n",
      "[4, 22] -> 0.36\n",
      "[2, 7] -> 0.36\n",
      "[17, 18] -> 0.36\n",
      "[9, 22] -> 0.37\n",
      "[12, 21] -> 0.37\n",
      "[21, 27] -> 0.37\n",
      "[14, 20] -> 0.37\n",
      "[18, 19] -> 0.37\n",
      "[11, 18] -> 0.37\n",
      "[22, 25] -> 0.37\n",
      "[4, 21] -> 0.38\n",
      "[14, 21] -> 0.38\n",
      "[20, 26] -> 0.38\n",
      "[12, 26] -> 0.38\n",
      "[13, 17] -> 0.38\n",
      "[12, 24] -> 0.38\n",
      "[4, 23] -> 0.39\n",
      "[21, 25] -> 0.39\n",
      "[18, 24] -> 0.39\n",
      "[9, 18] -> 0.39\n",
      "[4, 17] -> 0.40\n",
      "[14, 23] -> 0.40\n",
      "[16, 17] -> 0.40\n",
      "[13, 15] -> 0.40\n",
      "[7, 22] -> 0.41\n",
      "[13, 19] -> 0.41\n",
      "[14, 15] -> 0.41\n",
      "[7, 23] -> 0.41\n",
      "[12, 23] -> 0.41\n",
      "[23, 27] -> 0.41\n",
      "[6, 23] -> 0.42\n",
      "[25, 26] -> 0.42\n",
      "[17, 22] -> 0.42\n",
      "[5, 20] -> 0.42\n",
      "[16, 19] -> 0.42\n",
      "[19, 22] -> 0.43\n",
      "[7, 18] -> 0.43\n",
      "[5, 21] -> 0.43\n",
      "[11, 23] -> 0.43\n",
      "[5, 17] -> 0.43\n",
      "[5, 23] -> 0.43\n",
      "[14, 17] -> 0.43\n",
      "[23, 24] -> 0.43\n",
      "[9, 23] -> 0.43\n",
      "[6, 21] -> 0.44\n",
      "[8, 17] -> 0.44\n",
      "[14, 19] -> 0.44\n",
      "[1, 23] -> 0.44\n",
      "[15, 18] -> 0.44\n",
      "[6, 20] -> 0.44\n",
      "[10, 23] -> 0.45\n",
      "[20, 25] -> 0.45\n",
      "[0, 23] -> 0.45\n",
      "[2, 17] -> 0.45\n",
      "[1, 21] -> 0.46\n",
      "[4, 19] -> 0.47\n",
      "[6, 17] -> 0.47\n",
      "[3, 23] -> 0.47\n",
      "[2, 21] -> 0.47\n",
      "[4, 15] -> 0.47\n",
      "[10, 21] -> 0.47\n",
      "[15, 22] -> 0.48\n",
      "[1, 17] -> 0.48\n",
      "[20, 27] -> 0.48\n",
      "[2, 23] -> 0.48\n",
      "[23, 25] -> 0.48\n",
      "[21, 24] -> 0.48\n",
      "[15, 16] -> 0.48\n",
      "[7, 20] -> 0.49\n",
      "[11, 21] -> 0.49\n",
      "[10, 20] -> 0.49\n",
      "[1, 20] -> 0.49\n",
      "[12, 19] -> 0.49\n",
      "[11, 20] -> 0.49\n",
      "[0, 21] -> 0.49\n",
      "[9, 21] -> 0.49\n",
      "[2, 20] -> 0.49\n",
      "[0, 20] -> 0.50\n",
      "[12, 15] -> 0.50\n",
      "[9, 20] -> 0.50\n",
      "[17, 20] -> 0.50\n",
      "[7, 21] -> 0.50\n",
      "[19, 27] -> 0.50\n",
      "[3, 17] -> 0.50\n",
      "[15, 27] -> 0.51\n",
      "[17, 21] -> 0.51\n",
      "[3, 20] -> 0.51\n",
      "[3, 21] -> 0.51\n",
      "[17, 27] -> 0.51\n",
      "[11, 17] -> 0.52\n",
      "[6, 15] -> 0.52\n",
      "[9, 17] -> 0.53\n",
      "[7, 17] -> 0.53\n",
      "[20, 24] -> 0.53\n",
      "[5, 15] -> 0.53\n",
      "[1, 15] -> 0.53\n",
      "[10, 17] -> 0.53\n",
      "[5, 19] -> 0.53\n",
      "[0, 17] -> 0.53\n",
      "[6, 19] -> 0.54\n",
      "[10, 15] -> 0.54\n",
      "[17, 26] -> 0.55\n",
      "[19, 25] -> 0.56\n",
      "[1, 19] -> 0.56\n",
      "[15, 24] -> 0.56\n",
      "[9, 15] -> 0.56\n",
      "[10, 19] -> 0.57\n",
      "[17, 24] -> 0.57\n",
      "[11, 15] -> 0.57\n",
      "[0, 15] -> 0.57\n",
      "[11, 19] -> 0.58\n",
      "[3, 15] -> 0.58\n",
      "[2, 19] -> 0.58\n",
      "[7, 15] -> 0.58\n",
      "[19, 24] -> 0.59\n",
      "[9, 19] -> 0.59\n",
      "[0, 19] -> 0.59\n",
      "[17, 23] -> 0.59\n",
      "[7, 19] -> 0.59\n",
      "[15, 25] -> 0.60\n",
      "[15, 17] -> 0.60\n",
      "[2, 15] -> 0.61\n",
      "[3, 19] -> 0.61\n",
      "[17, 19] -> 0.61\n",
      "[[1.         0.20850902 0.15663762 0.06597573 0.2975716  0.3670217\n",
      "  0.1887996  0.11589373 0.12109572 0.13628226 0.11445219 0.12002374\n",
      "  0.08587233 0.0737044  0.13861434 0.27414399 0.37195874 0.1309952\n",
      "  0.17473095 0.38194709 0.43118119 0.48283858 0.45259208 0.39758836\n",
      "  0.438118   0.46857612 0.42967566 0.46280489]\n",
      " [0.20850902 1.         0.27760339 0.24887661 0.16862072 0.25062833\n",
      "  0.31910714 0.30944592 0.29862522 0.24455625 0.25172012 0.23129033\n",
      "  0.17353374 0.21575071 0.34047285 0.16830521 0.27920356 0.21414896\n",
      "  0.21049817 0.27793376 0.30829296 0.4042703  0.37823862 0.37225805\n",
      "  0.33098895 0.41057422 0.34562062 0.39658798]\n",
      " [0.15663762 0.27760339 1.         0.21483112 0.29738916 0.31251904\n",
      "  0.34220136 0.28954001 0.06349561 0.13929326 0.29258626 0.11752433\n",
      "  0.21247301 0.12122487 0.05617316 0.18041582 0.39225474 0.31576536\n",
      "  0.31445097 0.40953903 0.37848499 0.44905326 0.44668719 0.449145\n",
      "  0.39574131 0.37854843 0.39970328 0.41191395]\n",
      " [0.06597573 0.24887661 0.21483112 1.         0.30993183 0.42251873\n",
      "  0.12889774 0.04894003 0.13419611 0.143657   0.05476889 0.15170712\n",
      "  0.09428266 0.1121589  0.14928662 0.34232377 0.39498126 0.09278194\n",
      "  0.19315537 0.41540191 0.45985931 0.49961489 0.50034795 0.38292358\n",
      "  0.48690148 0.52096557 0.44119576 0.48314835]\n",
      " [0.2975716  0.16862072 0.29738916 0.30993183 1.         0.24583258\n",
      "  0.37332067 0.32631972 0.33135416 0.30473015 0.31933858 0.29044454\n",
      "  0.33123255 0.33842046 0.36185262 0.19633288 0.31625734 0.29301527\n",
      "  0.26215403 0.28277097 0.36313574 0.44163516 0.36362028 0.40613304\n",
      "  0.36741719 0.50416539 0.42270207 0.43985633]\n",
      " [0.3670217  0.25062833 0.31251904 0.42251873 0.24583258 1.\n",
      "  0.45943582 0.43095361 0.40957719 0.30966524 0.42390747 0.30541842\n",
      "  0.41910773 0.37960965 0.38274572 0.27940597 0.23425981 0.37747567\n",
      "  0.38389716 0.3813172  0.20108159 0.23716632 0.31234234 0.44090181\n",
      "  0.33163899 0.18247411 0.19662375 0.21965542]\n",
      " [0.1887996  0.31910714 0.34220136 0.12889774 0.37332067 0.45943582\n",
      "  1.         0.07502345 0.25746213 0.21743522 0.11674287 0.20774818\n",
      "  0.18961495 0.23309824 0.28103593 0.40255777 0.34793434 0.12241436\n",
      "  0.22926405 0.46123424 0.44180329 0.45497715 0.50281121 0.35286616\n",
      "  0.4638024  0.53333646 0.41883636 0.5137655 ]\n",
      " [0.11589373 0.30944592 0.28954001 0.04894003 0.32631972 0.43095361\n",
      "  0.07502345 1.         0.20914619 0.20542393 0.07930008 0.19665134\n",
      "  0.17875311 0.19336595 0.21871878 0.40251686 0.38024901 0.09527734\n",
      "  0.22670108 0.44451998 0.4446887  0.46820004 0.49753203 0.38109484\n",
      "  0.48188395 0.53686086 0.42585228 0.49280552]\n",
      " [0.12109572 0.29862522 0.06349561 0.13419611 0.33135416 0.40957719\n",
      "  0.25746213 0.20914619 1.         0.11339959 0.21217348 0.10703834\n",
      "  0.13509329 0.10084219 0.02894502 0.25961623 0.42310022 0.25162656\n",
      "  0.28576424 0.46001014 0.4483848  0.51014732 0.48286504 0.43058836\n",
      "  0.44541349 0.4750022  0.44885413 0.47438923]\n",
      " [0.13628226 0.24455625 0.13929326 0.143657   0.30473015 0.30966524\n",
      "  0.21743522 0.20542393 0.11339959 1.         0.15785287 0.05795232\n",
      "  0.14439903 0.12122278 0.1365771  0.257577   0.39589237 0.18122924\n",
      "  0.2931833  0.43796117 0.42076843 0.47192311 0.50968025 0.45632595\n",
      "  0.46341125 0.34890144 0.39732098 0.42311202]\n",
      " [0.11445219 0.25172012 0.29258626 0.05476889 0.31933858 0.42390747\n",
      "  0.11674287 0.07930008 0.21217348 0.15785287 1.         0.17049003\n",
      "  0.11925912 0.16159652 0.23152007 0.35904816 0.36373297 0.08226347\n",
      "  0.17287388 0.42142096 0.46587282 0.4876728  0.51000393 0.35800859\n",
      "  0.50442792 0.50736835 0.43389868 0.4766213 ]\n",
      " [0.12002374 0.23129033 0.11752433 0.15170712 0.29044454 0.30541842\n",
      "  0.20774818 0.19665134 0.10703834 0.05795232 0.17049003 1.\n",
      "  0.15741768 0.10675956 0.13162134 0.2312321  0.371342   0.17499659\n",
      "  0.27080987 0.39442152 0.40321217 0.45844514 0.48630695 0.42375959\n",
      "  0.44473113 0.36564343 0.3946903  0.43306682]\n",
      " [0.08587233 0.17353374 0.21247301 0.09428266 0.33123255 0.41910773\n",
      "  0.18961495 0.17875311 0.13509329 0.14439903 0.11925912 0.15741768\n",
      "  1.         0.08033992 0.17745155 0.26160304 0.3563195  0.14352505\n",
      "  0.16670564 0.40673858 0.43200261 0.49116727 0.47252633 0.3641549\n",
      "  0.43740441 0.50018336 0.42882663 0.47028568]\n",
      " [0.0737044  0.21575071 0.12122487 0.1121589  0.33842046 0.37960965\n",
      "  0.23309824 0.19336595 0.10084219 0.12122278 0.16159652 0.10675956\n",
      "  0.08033992 1.         0.10591259 0.22622841 0.3917394  0.17482614\n",
      "  0.20831528 0.4070494  0.40850124 0.48542321 0.49973217 0.41167233\n",
      "  0.43719019 0.41827503 0.42585959 0.44078545]\n",
      " [0.13861434 0.34047285 0.05617316 0.14928662 0.36185262 0.38274572\n",
      "  0.28103593 0.21871878 0.02894502 0.1365771  0.23152007 0.13162134\n",
      "  0.17745155 0.10591259 1.         0.28304803 0.41968536 0.27683166\n",
      "  0.30033787 0.48234812 0.4210405  0.47130955 0.48524946 0.43891271\n",
      "  0.4323507  0.4412027  0.42387639 0.43437181]\n",
      " [0.27414399 0.16830521 0.18041582 0.34232377 0.19633288 0.27940597\n",
      "  0.40255777 0.40251686 0.25961623 0.257577   0.35904816 0.2312321\n",
      "  0.26160304 0.22622841 0.28304803 1.         0.33328375 0.33627556\n",
      "  0.27706102 0.26317291 0.32603365 0.41914839 0.38145295 0.39380204\n",
      "  0.32884214 0.39156612 0.39979238 0.38013956]\n",
      " [0.37195874 0.27920356 0.39225474 0.39498126 0.31625734 0.23425981\n",
      "  0.34793434 0.38024901 0.42310022 0.39589237 0.36373297 0.371342\n",
      "  0.3563195  0.3917394  0.41968536 0.33328375 1.         0.32392303\n",
      "  0.25285545 0.38506425 0.14488723 0.1217619  0.13863784 0.15235334\n",
      "  0.24203554 0.33574017 0.13575649 0.20961729]\n",
      " [0.1309952  0.21414896 0.31576536 0.09278194 0.29301527 0.37747567\n",
      "  0.12241436 0.09527734 0.25162656 0.18122924 0.08226347 0.17499659\n",
      "  0.14352505 0.17482614 0.27683166 0.33627556 0.32392303 1.\n",
      "  0.14099522 0.37080163 0.41298164 0.43011204 0.49764006 0.33670303\n",
      "  0.46021512 0.47228413 0.38014087 0.42520627]\n",
      " [0.17473095 0.21049817 0.31445097 0.19315537 0.26215403 0.38389716\n",
      "  0.22926405 0.22670108 0.28576424 0.2931833  0.17287388 0.27080987\n",
      "  0.16670564 0.20831528 0.30033787 0.27706102 0.25285545 0.14099522\n",
      "  1.         0.25945222 0.37809342 0.41355549 0.37392507 0.23831913\n",
      "  0.35017698 0.52716196 0.40624943 0.42484514]\n",
      " [0.38194709 0.27793376 0.40953903 0.41540191 0.28277097 0.3813172\n",
      "  0.46123424 0.44451998 0.46001014 0.43796117 0.42142096 0.39442152\n",
      "  0.40673858 0.4070494  0.48234812 0.26317291 0.38506425 0.37080163\n",
      "  0.25945222 1.         0.43540502 0.46976892 0.39612501 0.32596379\n",
      "  0.38332968 0.53850653 0.47759391 0.47743816]\n",
      " [0.43118119 0.30829296 0.37848499 0.45985931 0.36313574 0.20108159\n",
      "  0.44180329 0.4446887  0.4483848  0.42076843 0.46587282 0.40321217\n",
      "  0.43200261 0.40850124 0.4210405  0.32603365 0.14488723 0.41298164\n",
      "  0.37809342 0.43540502 1.         0.12461679 0.26523015 0.33114443\n",
      "  0.12513187 0.25181433 0.07858516 0.19746958]\n",
      " [0.48283858 0.4042703  0.44905326 0.49961489 0.44163516 0.23716632\n",
      "  0.45497715 0.46820004 0.51014732 0.47192311 0.4876728  0.45844514\n",
      "  0.49116727 0.48542321 0.47130955 0.41914839 0.1217619  0.43011204\n",
      "  0.41355549 0.46976892 0.12461679 1.         0.23421597 0.24118187\n",
      "  0.26642313 0.24351089 0.07808865 0.09690854]\n",
      " [0.45259208 0.37823862 0.44668719 0.50034795 0.36362028 0.31234234\n",
      "  0.50281121 0.49753203 0.48286504 0.50968025 0.51000393 0.48630695\n",
      "  0.47252633 0.49973217 0.48524946 0.38145295 0.13863784 0.49764006\n",
      "  0.37392507 0.39612501 0.26523015 0.23421597 1.         0.22104803\n",
      "  0.30633465 0.47204062 0.25911903 0.31670589]\n",
      " [0.39758836 0.37225805 0.449145   0.38292358 0.40613304 0.44090181\n",
      "  0.35286616 0.38109484 0.43058836 0.45632595 0.35800859 0.42375959\n",
      "  0.3641549  0.41167233 0.43891271 0.39380204 0.15235334 0.33670303\n",
      "  0.23831913 0.32596379 0.33114443 0.24118187 0.22104803 1.\n",
      "  0.3538835  0.52855956 0.3005415  0.31909828]\n",
      " [0.438118   0.33098895 0.39574131 0.48690148 0.36741719 0.33163899\n",
      "  0.4638024  0.48188395 0.44541349 0.46341125 0.50442792 0.44473113\n",
      "  0.43740441 0.43719019 0.4323507  0.32884214 0.24203554 0.46021512\n",
      "  0.35017698 0.38332968 0.12513187 0.26642313 0.30633465 0.3538835\n",
      "  1.         0.45912731 0.25140684 0.36829932]\n",
      " [0.46857612 0.41057422 0.37854843 0.52096557 0.50416539 0.18247411\n",
      "  0.53333646 0.53686086 0.4750022  0.34890144 0.50736835 0.36564343\n",
      "  0.50018336 0.41827503 0.4412027  0.39156612 0.33574017 0.47228413\n",
      "  0.52716196 0.53850653 0.25181433 0.24351089 0.47204062 0.52855956\n",
      "  0.45912731 1.         0.18609978 0.15402755]\n",
      " [0.42967566 0.34562062 0.39970328 0.44119576 0.42270207 0.19662375\n",
      "  0.41883636 0.42585228 0.44885413 0.39732098 0.43389868 0.3946903\n",
      "  0.42882663 0.42585959 0.42387639 0.39979238 0.13575649 0.38014087\n",
      "  0.40624943 0.47759391 0.07858516 0.07808865 0.25911903 0.3005415\n",
      "  0.25140684 0.18609978 1.         0.12779175]\n",
      " [0.46280489 0.39658798 0.41191395 0.48314835 0.43985633 0.21965542\n",
      "  0.5137655  0.49280552 0.47438923 0.42311202 0.4766213  0.43306682\n",
      "  0.47028568 0.44078545 0.43437181 0.38013956 0.20961729 0.42520627\n",
      "  0.42484514 0.47743816 0.19746958 0.09690854 0.31670589 0.31909828\n",
      "  0.36829932 0.15402755 0.12779175 1.        ]]\n",
      "Rips complex is of dimension 1 - 406 simplices - 28 vertices.\n",
      "[0] -> 0.00\n",
      "[1] -> 0.00\n",
      "[2] -> 0.00\n",
      "[3] -> 0.00\n",
      "[4] -> 0.00\n",
      "[5] -> 0.00\n",
      "[6] -> 0.00\n",
      "[7] -> 0.00\n",
      "[8] -> 0.00\n",
      "[9] -> 0.00\n",
      "[10] -> 0.00\n",
      "[11] -> 0.00\n",
      "[12] -> 0.00\n",
      "[13] -> 0.00\n",
      "[14] -> 0.00\n",
      "[15] -> 0.00\n",
      "[16] -> 0.00\n",
      "[17] -> 0.00\n",
      "[18] -> 0.00\n",
      "[19] -> 0.00\n",
      "[20] -> 0.00\n",
      "[21] -> 0.00\n",
      "[22] -> 0.00\n",
      "[23] -> 0.00\n",
      "[24] -> 0.00\n",
      "[25] -> 0.00\n",
      "[26] -> 0.00\n",
      "[27] -> 0.00\n",
      "[8, 14] -> 0.03\n",
      "[3, 7] -> 0.05\n",
      "[3, 10] -> 0.05\n",
      "[2, 14] -> 0.06\n",
      "[9, 11] -> 0.06\n",
      "[2, 8] -> 0.06\n",
      "[0, 3] -> 0.07\n",
      "[0, 13] -> 0.07\n",
      "[6, 7] -> 0.08\n",
      "[21, 26] -> 0.08\n",
      "[20, 26] -> 0.08\n",
      "[7, 10] -> 0.08\n",
      "[12, 13] -> 0.08\n",
      "[10, 17] -> 0.08\n",
      "[0, 12] -> 0.09\n",
      "[3, 17] -> 0.09\n",
      "[3, 12] -> 0.09\n",
      "[7, 17] -> 0.10\n",
      "[21, 27] -> 0.10\n",
      "[8, 13] -> 0.10\n",
      "[13, 14] -> 0.11\n",
      "[11, 13] -> 0.11\n",
      "[8, 11] -> 0.11\n",
      "[3, 13] -> 0.11\n",
      "[8, 9] -> 0.11\n",
      "[0, 10] -> 0.11\n",
      "[0, 7] -> 0.12\n",
      "[6, 10] -> 0.12\n",
      "[2, 11] -> 0.12\n",
      "[10, 12] -> 0.12\n",
      "[0, 11] -> 0.12\n",
      "[0, 8] -> 0.12\n",
      "[9, 13] -> 0.12\n",
      "[2, 13] -> 0.12\n",
      "[16, 21] -> 0.12\n",
      "[6, 17] -> 0.12\n",
      "[20, 21] -> 0.12\n",
      "[20, 24] -> 0.13\n",
      "[26, 27] -> 0.13\n",
      "[3, 6] -> 0.13\n",
      "[0, 17] -> 0.13\n",
      "[11, 14] -> 0.13\n",
      "[3, 8] -> 0.13\n",
      "[8, 12] -> 0.14\n",
      "[16, 26] -> 0.14\n",
      "[0, 9] -> 0.14\n",
      "[9, 14] -> 0.14\n",
      "[0, 14] -> 0.14\n",
      "[16, 22] -> 0.14\n",
      "[2, 9] -> 0.14\n",
      "[17, 18] -> 0.14\n",
      "[12, 17] -> 0.14\n",
      "[3, 9] -> 0.14\n",
      "[9, 12] -> 0.14\n",
      "[16, 20] -> 0.14\n",
      "[3, 14] -> 0.15\n",
      "[3, 11] -> 0.15\n",
      "[16, 23] -> 0.15\n",
      "[25, 27] -> 0.15\n",
      "[0, 2] -> 0.16\n",
      "[11, 12] -> 0.16\n",
      "[9, 10] -> 0.16\n",
      "[10, 13] -> 0.16\n",
      "[12, 18] -> 0.17\n",
      "[1, 15] -> 0.17\n",
      "[1, 4] -> 0.17\n",
      "[10, 11] -> 0.17\n",
      "[10, 18] -> 0.17\n",
      "[1, 12] -> 0.17\n",
      "[0, 18] -> 0.17\n",
      "[13, 17] -> 0.17\n",
      "[11, 17] -> 0.17\n",
      "[12, 14] -> 0.18\n",
      "[7, 12] -> 0.18\n",
      "[2, 15] -> 0.18\n",
      "[9, 17] -> 0.18\n",
      "[5, 25] -> 0.18\n",
      "[25, 26] -> 0.19\n",
      "[0, 6] -> 0.19\n",
      "[6, 12] -> 0.19\n",
      "[3, 18] -> 0.19\n",
      "[7, 13] -> 0.19\n",
      "[4, 15] -> 0.20\n",
      "[5, 26] -> 0.20\n",
      "[7, 11] -> 0.20\n",
      "[20, 27] -> 0.20\n",
      "[5, 20] -> 0.20\n",
      "[7, 9] -> 0.21\n",
      "[6, 11] -> 0.21\n",
      "[13, 18] -> 0.21\n",
      "[0, 1] -> 0.21\n",
      "[7, 8] -> 0.21\n",
      "[16, 27] -> 0.21\n",
      "[1, 18] -> 0.21\n",
      "[8, 10] -> 0.21\n",
      "[2, 12] -> 0.21\n",
      "[1, 17] -> 0.21\n",
      "[2, 3] -> 0.21\n",
      "[1, 13] -> 0.22\n",
      "[6, 9] -> 0.22\n",
      "[7, 14] -> 0.22\n",
      "[5, 27] -> 0.22\n",
      "[22, 23] -> 0.22\n",
      "[13, 15] -> 0.23\n",
      "[7, 18] -> 0.23\n",
      "[6, 18] -> 0.23\n",
      "[11, 15] -> 0.23\n",
      "[1, 11] -> 0.23\n",
      "[10, 14] -> 0.23\n",
      "[6, 13] -> 0.23\n",
      "[21, 22] -> 0.23\n",
      "[5, 16] -> 0.23\n",
      "[5, 21] -> 0.24\n",
      "[18, 23] -> 0.24\n",
      "[21, 23] -> 0.24\n",
      "[16, 24] -> 0.24\n",
      "[21, 25] -> 0.24\n",
      "[1, 9] -> 0.24\n",
      "[4, 5] -> 0.25\n",
      "[1, 3] -> 0.25\n",
      "[1, 5] -> 0.25\n",
      "[24, 26] -> 0.25\n",
      "[8, 17] -> 0.25\n",
      "[1, 10] -> 0.25\n",
      "[20, 25] -> 0.25\n",
      "[16, 18] -> 0.25\n",
      "[6, 8] -> 0.26\n",
      "[9, 15] -> 0.26\n",
      "[22, 26] -> 0.26\n",
      "[18, 19] -> 0.26\n",
      "[8, 15] -> 0.26\n",
      "[12, 15] -> 0.26\n",
      "[4, 18] -> 0.26\n",
      "[15, 19] -> 0.26\n",
      "[20, 22] -> 0.27\n",
      "[21, 24] -> 0.27\n",
      "[11, 18] -> 0.27\n",
      "[0, 15] -> 0.27\n",
      "[14, 17] -> 0.28\n",
      "[15, 18] -> 0.28\n",
      "[1, 2] -> 0.28\n",
      "[1, 19] -> 0.28\n",
      "[1, 16] -> 0.28\n",
      "[5, 15] -> 0.28\n",
      "[6, 14] -> 0.28\n",
      "[4, 19] -> 0.28\n",
      "[14, 15] -> 0.28\n",
      "[8, 18] -> 0.29\n",
      "[2, 7] -> 0.29\n",
      "[4, 11] -> 0.29\n",
      "[2, 10] -> 0.29\n",
      "[4, 17] -> 0.29\n",
      "[9, 18] -> 0.29\n",
      "[2, 4] -> 0.30\n",
      "[0, 4] -> 0.30\n",
      "[1, 8] -> 0.30\n",
      "[14, 18] -> 0.30\n",
      "[23, 26] -> 0.30\n",
      "[4, 9] -> 0.30\n",
      "[5, 11] -> 0.31\n",
      "[22, 24] -> 0.31\n",
      "[1, 20] -> 0.31\n",
      "[1, 7] -> 0.31\n",
      "[5, 9] -> 0.31\n",
      "[3, 4] -> 0.31\n",
      "[5, 22] -> 0.31\n",
      "[2, 5] -> 0.31\n",
      "[2, 18] -> 0.31\n",
      "[2, 17] -> 0.32\n",
      "[4, 16] -> 0.32\n",
      "[22, 27] -> 0.32\n",
      "[23, 27] -> 0.32\n",
      "[1, 6] -> 0.32\n",
      "[4, 10] -> 0.32\n",
      "[16, 17] -> 0.32\n",
      "[19, 23] -> 0.33\n",
      "[15, 20] -> 0.33\n",
      "[4, 7] -> 0.33\n",
      "[15, 24] -> 0.33\n",
      "[1, 24] -> 0.33\n",
      "[20, 23] -> 0.33\n",
      "[4, 12] -> 0.33\n",
      "[4, 8] -> 0.33\n",
      "[5, 24] -> 0.33\n",
      "[15, 16] -> 0.33\n",
      "[16, 25] -> 0.34\n",
      "[15, 17] -> 0.34\n",
      "[17, 23] -> 0.34\n",
      "[4, 13] -> 0.34\n",
      "[1, 14] -> 0.34\n",
      "[2, 6] -> 0.34\n",
      "[3, 15] -> 0.34\n",
      "[1, 26] -> 0.35\n",
      "[6, 16] -> 0.35\n",
      "[9, 25] -> 0.35\n",
      "[18, 24] -> 0.35\n",
      "[6, 23] -> 0.35\n",
      "[23, 24] -> 0.35\n",
      "[12, 16] -> 0.36\n",
      "[10, 23] -> 0.36\n",
      "[10, 15] -> 0.36\n",
      "[4, 14] -> 0.36\n",
      "[4, 20] -> 0.36\n",
      "[4, 22] -> 0.36\n",
      "[10, 16] -> 0.36\n",
      "[12, 23] -> 0.36\n",
      "[11, 25] -> 0.37\n",
      "[0, 5] -> 0.37\n",
      "[4, 24] -> 0.37\n",
      "[24, 27] -> 0.37\n",
      "[17, 19] -> 0.37\n",
      "[11, 16] -> 0.37\n",
      "[0, 16] -> 0.37\n",
      "[1, 23] -> 0.37\n",
      "[4, 6] -> 0.37\n",
      "[18, 22] -> 0.37\n",
      "[5, 17] -> 0.38\n",
      "[18, 20] -> 0.38\n",
      "[1, 22] -> 0.38\n",
      "[2, 20] -> 0.38\n",
      "[2, 25] -> 0.38\n",
      "[5, 13] -> 0.38\n",
      "[15, 27] -> 0.38\n",
      "[17, 26] -> 0.38\n",
      "[7, 16] -> 0.38\n",
      "[7, 23] -> 0.38\n",
      "[5, 19] -> 0.38\n",
      "[15, 22] -> 0.38\n",
      "[0, 19] -> 0.38\n",
      "[5, 14] -> 0.38\n",
      "[3, 23] -> 0.38\n",
      "[19, 24] -> 0.38\n",
      "[5, 18] -> 0.38\n",
      "[16, 19] -> 0.39\n",
      "[15, 25] -> 0.39\n",
      "[13, 16] -> 0.39\n",
      "[2, 16] -> 0.39\n",
      "[15, 23] -> 0.39\n",
      "[11, 19] -> 0.39\n",
      "[11, 26] -> 0.39\n",
      "[3, 16] -> 0.39\n",
      "[2, 24] -> 0.40\n",
      "[9, 16] -> 0.40\n",
      "[19, 22] -> 0.40\n",
      "[1, 27] -> 0.40\n",
      "[9, 26] -> 0.40\n",
      "[0, 23] -> 0.40\n",
      "[2, 26] -> 0.40\n",
      "[15, 26] -> 0.40\n",
      "[7, 15] -> 0.40\n",
      "[6, 15] -> 0.40\n",
      "[11, 20] -> 0.40\n",
      "[1, 21] -> 0.40\n",
      "[4, 23] -> 0.41\n",
      "[18, 26] -> 0.41\n",
      "[12, 19] -> 0.41\n",
      "[13, 19] -> 0.41\n",
      "[13, 20] -> 0.41\n",
      "[2, 19] -> 0.41\n",
      "[5, 8] -> 0.41\n",
      "[1, 25] -> 0.41\n",
      "[13, 23] -> 0.41\n",
      "[2, 27] -> 0.41\n",
      "[17, 20] -> 0.41\n",
      "[18, 21] -> 0.41\n",
      "[3, 19] -> 0.42\n",
      "[13, 25] -> 0.42\n",
      "[6, 26] -> 0.42\n",
      "[5, 12] -> 0.42\n",
      "[15, 21] -> 0.42\n",
      "[14, 16] -> 0.42\n",
      "[9, 20] -> 0.42\n",
      "[14, 20] -> 0.42\n",
      "[10, 19] -> 0.42\n",
      "[3, 5] -> 0.42\n",
      "[4, 26] -> 0.42\n",
      "[8, 16] -> 0.42\n",
      "[9, 27] -> 0.42\n",
      "[11, 23] -> 0.42\n",
      "[14, 26] -> 0.42\n",
      "[5, 10] -> 0.42\n",
      "[18, 27] -> 0.42\n",
      "[17, 27] -> 0.43\n",
      "[7, 26] -> 0.43\n",
      "[13, 26] -> 0.43\n",
      "[12, 26] -> 0.43\n",
      "[0, 26] -> 0.43\n",
      "[17, 21] -> 0.43\n",
      "[8, 23] -> 0.43\n",
      "[5, 7] -> 0.43\n",
      "[0, 20] -> 0.43\n",
      "[12, 20] -> 0.43\n",
      "[14, 24] -> 0.43\n",
      "[11, 27] -> 0.43\n",
      "[10, 26] -> 0.43\n",
      "[14, 27] -> 0.43\n",
      "[19, 20] -> 0.44\n",
      "[13, 24] -> 0.44\n",
      "[12, 24] -> 0.44\n",
      "[9, 19] -> 0.44\n",
      "[0, 24] -> 0.44\n",
      "[14, 23] -> 0.44\n",
      "[4, 27] -> 0.44\n",
      "[13, 27] -> 0.44\n",
      "[5, 23] -> 0.44\n",
      "[3, 26] -> 0.44\n",
      "[14, 25] -> 0.44\n",
      "[4, 21] -> 0.44\n",
      "[6, 20] -> 0.44\n",
      "[7, 19] -> 0.44\n",
      "[7, 20] -> 0.44\n",
      "[11, 24] -> 0.44\n",
      "[8, 24] -> 0.45\n",
      "[2, 22] -> 0.45\n",
      "[8, 20] -> 0.45\n",
      "[8, 26] -> 0.45\n",
      "[2, 21] -> 0.45\n",
      "[2, 23] -> 0.45\n",
      "[0, 22] -> 0.45\n",
      "[6, 21] -> 0.45\n",
      "[9, 23] -> 0.46\n",
      "[11, 21] -> 0.46\n",
      "[24, 25] -> 0.46\n",
      "[5, 6] -> 0.46\n",
      "[3, 20] -> 0.46\n",
      "[8, 19] -> 0.46\n",
      "[17, 24] -> 0.46\n",
      "[6, 19] -> 0.46\n",
      "[0, 27] -> 0.46\n",
      "[9, 24] -> 0.46\n",
      "[6, 24] -> 0.46\n",
      "[10, 20] -> 0.47\n",
      "[7, 21] -> 0.47\n",
      "[0, 25] -> 0.47\n",
      "[19, 21] -> 0.47\n",
      "[12, 27] -> 0.47\n",
      "[14, 21] -> 0.47\n",
      "[9, 21] -> 0.47\n",
      "[22, 25] -> 0.47\n",
      "[17, 25] -> 0.47\n",
      "[12, 22] -> 0.47\n",
      "[8, 27] -> 0.47\n",
      "[8, 25] -> 0.48\n",
      "[10, 27] -> 0.48\n",
      "[19, 27] -> 0.48\n",
      "[19, 26] -> 0.48\n",
      "[7, 24] -> 0.48\n",
      "[14, 19] -> 0.48\n",
      "[0, 21] -> 0.48\n",
      "[8, 22] -> 0.48\n",
      "[3, 27] -> 0.48\n",
      "[14, 22] -> 0.49\n",
      "[13, 21] -> 0.49\n",
      "[11, 22] -> 0.49\n",
      "[3, 24] -> 0.49\n",
      "[10, 21] -> 0.49\n",
      "[12, 21] -> 0.49\n",
      "[7, 27] -> 0.49\n",
      "[7, 22] -> 0.50\n",
      "[17, 22] -> 0.50\n",
      "[3, 21] -> 0.50\n",
      "[13, 22] -> 0.50\n",
      "[12, 25] -> 0.50\n",
      "[3, 22] -> 0.50\n",
      "[6, 22] -> 0.50\n",
      "[4, 25] -> 0.50\n",
      "[10, 24] -> 0.50\n",
      "[10, 25] -> 0.51\n",
      "[9, 22] -> 0.51\n",
      "[10, 22] -> 0.51\n",
      "[8, 21] -> 0.51\n",
      "[6, 27] -> 0.51\n",
      "[3, 25] -> 0.52\n",
      "[18, 25] -> 0.53\n",
      "[23, 25] -> 0.53\n",
      "[6, 25] -> 0.53\n",
      "[7, 25] -> 0.54\n",
      "[19, 25] -> 0.54\n",
      "[[1.         0.19331594 0.11124715 0.24179989 0.09027818 0.31300137\n",
      "  0.13221059 0.094884   0.12296541 0.29751912 0.34472023 0.10335941\n",
      "  0.15557406 0.3041072  0.1806365  0.38055157 0.11927053 0.1626952\n",
      "  0.2146613  0.39229409 0.45908713 0.60502567 0.46637301 0.1946707\n",
      "  0.27714562 0.36977022 0.12321672 0.31569129]\n",
      " [0.19331594 1.         0.13528639 0.1418336  0.12636298 0.27326888\n",
      "  0.06227383 0.13132942 0.09547738 0.15247841 0.33603732 0.13228657\n",
      "  0.07770749 0.13515422 0.10283654 0.39766795 0.22369713 0.13982529\n",
      "  0.14018647 0.4133538  0.46227558 0.53069434 0.4298295  0.13607052\n",
      "  0.3241339  0.39417438 0.1589398  0.34426488]\n",
      " [0.11124715 0.13528639 1.         0.09756274 0.0611681  0.20606329\n",
      "  0.09353775 0.10598948 0.06802844 0.25040816 0.30152258 0.08134605\n",
      "  0.12200872 0.24721018 0.07754304 0.34856452 0.13475782 0.12766006\n",
      "  0.16865994 0.36771597 0.44124765 0.55586344 0.43761258 0.13945828\n",
      "  0.33388174 0.38320429 0.08945282 0.31927557]\n",
      " [0.24179989 0.1418336  0.09756274 1.         0.14311941 0.12430372\n",
      "  0.14200898 0.15395599 0.12090772 0.21815403 0.27141076 0.16950592\n",
      "  0.17036649 0.20031829 0.06713467 0.43788744 0.24501768 0.13331786\n",
      "  0.16731399 0.43409028 0.43719414 0.54926386 0.50081416 0.1528343\n",
      "  0.38182281 0.39098073 0.16504185 0.41753925]\n",
      " [0.09027818 0.12636298 0.0611681  0.14311941 1.         0.26428756\n",
      "  0.0885774  0.08321119 0.07881257 0.29749344 0.32207613 0.09142456\n",
      "  0.13939275 0.29083504 0.10062542 0.40574451 0.14845401 0.10903281\n",
      "  0.15242192 0.39467663 0.45961106 0.59503095 0.48929109 0.11019536\n",
      "  0.31415275 0.38244985 0.11939945 0.37769725]\n",
      " [0.31300137 0.27326888 0.20606329 0.12430372 0.26428756 1.\n",
      "  0.26443939 0.21488302 0.23505908 0.25976162 0.18825261 0.30509269\n",
      "  0.29900298 0.28122489 0.20116592 0.42569915 0.28656913 0.26507592\n",
      "  0.20152645 0.38664958 0.31962538 0.49846066 0.47508495 0.24812401\n",
      "  0.37332709 0.34572796 0.29562115 0.43071118]\n",
      " [0.13221059 0.06227383 0.09353775 0.14200898 0.0885774  0.26443939\n",
      "  1.         0.07951401 0.07131105 0.19543241 0.32763541 0.11029302\n",
      "  0.10358066 0.18792862 0.1008859  0.36470875 0.17267482 0.1508195\n",
      "  0.15392298 0.41067181 0.44019937 0.54096517 0.45073613 0.13412873\n",
      "  0.30832256 0.37916622 0.13919366 0.31859137]\n",
      " [0.094884   0.13132942 0.10598948 0.15395599 0.08321119 0.21488302\n",
      "  0.07951401 1.         0.0911494  0.2294917  0.2603     0.13363852\n",
      "  0.16202644 0.25158747 0.14155426 0.34768327 0.11340551 0.14525667\n",
      "  0.13230174 0.36477316 0.38403039 0.53171812 0.44179731 0.13870085\n",
      "  0.23966821 0.28453194 0.15678989 0.31393893]\n",
      " [0.12296541 0.09547738 0.06802844 0.12090772 0.07881257 0.23505908\n",
      "  0.07131105 0.0911494  1.         0.19248514 0.27822614 0.13126072\n",
      "  0.14499213 0.19058877 0.09362107 0.3103787  0.16150098 0.15259892\n",
      "  0.13972245 0.36568981 0.42196512 0.53980161 0.4177431  0.11447276\n",
      "  0.32118632 0.33385978 0.13392888 0.28610603]\n",
      " [0.29751912 0.15247841 0.25040816 0.21815403 0.29749344 0.25976162\n",
      "  0.19543241 0.2294917  0.19248514 1.         0.28252476 0.27017061\n",
      "  0.16937227 0.04278806 0.2221449  0.36769693 0.29959959 0.27951167\n",
      "  0.2649512  0.3833023  0.39973786 0.49412934 0.39101863 0.27613895\n",
      "  0.34150247 0.35564186 0.26669855 0.30318292]\n",
      " [0.34472023 0.33603732 0.30152258 0.27141076 0.32207613 0.18825261\n",
      "  0.32763541 0.2603     0.27822614 0.28252476 1.         0.36000969\n",
      "  0.36598933 0.32631605 0.31732479 0.39718875 0.33604057 0.35361238\n",
      "  0.20835545 0.32527853 0.23499264 0.48777436 0.40396207 0.28360116\n",
      "  0.39765362 0.31185957 0.35100363 0.38930378]\n",
      " [0.10335941 0.13228657 0.08134605 0.16950592 0.09142456 0.30509269\n",
      "  0.11029302 0.13363852 0.13126072 0.27017061 0.36000969 1.\n",
      "  0.06207633 0.24459049 0.0833023  0.41459888 0.15229468 0.09497212\n",
      "  0.22334707 0.40917046 0.4916612  0.60688404 0.47939673 0.19390122\n",
      "  0.31932949 0.43192342 0.04592744 0.33892579]\n",
      " [0.15557406 0.07770749 0.12200872 0.17036649 0.13939275 0.29900298\n",
      "  0.10358066 0.16202644 0.14499213 0.16937227 0.36598933 0.06207633\n",
      "  1.         0.14210729 0.09680133 0.42327737 0.19562431 0.12457486\n",
      "  0.21086397 0.38313873 0.48071895 0.56731715 0.4350809  0.18550487\n",
      "  0.3154983  0.41768254 0.09062356 0.32546127]\n",
      " [0.3041072  0.13515422 0.24721018 0.20031829 0.29083504 0.28122489\n",
      "  0.18792862 0.25158747 0.19058877 0.04278806 0.32631605 0.24459049\n",
      "  0.14210729 1.         0.1800389  0.38597176 0.32426934 0.2431328\n",
      "  0.28057768 0.41762638 0.44254566 0.50545178 0.39447438 0.28226529\n",
      "  0.36431109 0.41078324 0.23906228 0.31509699]\n",
      " [0.1806365  0.10283654 0.07754304 0.06713467 0.10062542 0.20116592\n",
      "  0.1008859  0.14155426 0.09362107 0.2221449  0.31732479 0.0833023\n",
      "  0.09680133 0.1800389  1.         0.40145892 0.20939611 0.11407881\n",
      "  0.18497587 0.41281163 0.46003145 0.55000342 0.45739855 0.15399099\n",
      "  0.35878677 0.41547683 0.08145657 0.3629416 ]\n",
      " [0.38055157 0.39766795 0.34856452 0.43788744 0.40574451 0.42569915\n",
      "  0.36470875 0.34768327 0.3103787  0.36769693 0.39718875 0.41459888\n",
      "  0.42327737 0.38597176 0.40145892 1.         0.26462205 0.47998956\n",
      "  0.39097129 0.30553996 0.24303058 0.17028952 0.15130155 0.40917304\n",
      "  0.24003954 0.29394102 0.39374749 0.12476436]\n",
      " [0.11927053 0.22369713 0.13475782 0.24501768 0.14845401 0.28656913\n",
      "  0.17267482 0.11340551 0.16150098 0.29959959 0.33604057 0.15229468\n",
      "  0.19562431 0.32426934 0.20939611 0.26462205 1.         0.20343141\n",
      "  0.18239875 0.29824406 0.40159567 0.47849081 0.35912848 0.17545957\n",
      "  0.14699494 0.26912923 0.16334357 0.23135955]\n",
      " [0.1626952  0.13982529 0.12766006 0.13331786 0.10903281 0.26507592\n",
      "  0.1508195  0.14525667 0.15259892 0.27951167 0.35361238 0.09497212\n",
      "  0.12457486 0.2431328  0.11407881 0.47998956 0.20343141 1.\n",
      "  0.18014089 0.43909828 0.51462318 0.61362215 0.52152988 0.14358262\n",
      "  0.3491171  0.41349589 0.12934979 0.40408152]\n",
      " [0.2146613  0.14018647 0.16865994 0.16731399 0.15242192 0.20152645\n",
      "  0.15392298 0.13230174 0.13972245 0.2649512  0.20835545 0.22334707\n",
      "  0.21086397 0.28057768 0.18497587 0.39097129 0.18239875 0.18014089\n",
      "  1.         0.3485752  0.37512425 0.50954056 0.4301799  0.07323137\n",
      "  0.30037701 0.29074962 0.23406403 0.35715325]\n",
      " [0.39229409 0.4133538  0.36771597 0.43409028 0.39467663 0.38664958\n",
      "  0.41067181 0.36477316 0.36568981 0.3833023  0.32527853 0.40917046\n",
      "  0.38313873 0.41762638 0.41281163 0.30553996 0.29824406 0.43909828\n",
      "  0.3485752  1.         0.3087085  0.38216141 0.16563389 0.38187782\n",
      "  0.27691083 0.31458022 0.40972606 0.24496874]\n",
      " [0.45908713 0.46227558 0.44124765 0.43719414 0.45961106 0.31962538\n",
      "  0.44019937 0.38403039 0.42196512 0.39973786 0.23499264 0.4916612\n",
      "  0.48071895 0.44254566 0.46003145 0.24303058 0.40159567 0.51462318\n",
      "  0.37512425 0.3087085  1.         0.22302043 0.26309846 0.4377181\n",
      "  0.35543446 0.24488326 0.48962442 0.29763498]\n",
      " [0.60502567 0.53069434 0.55586344 0.54926386 0.59503095 0.49846066\n",
      "  0.54096517 0.53171812 0.53980161 0.49412934 0.48777436 0.60688404\n",
      "  0.56731715 0.50545178 0.55000342 0.17028952 0.47849081 0.61362215\n",
      "  0.50954056 0.38216141 0.22302043 1.         0.18479834 0.53818288\n",
      "  0.36718169 0.35587644 0.59160338 0.2541735 ]\n",
      " [0.46637301 0.4298295  0.43761258 0.50081416 0.48929109 0.47508495\n",
      "  0.45073613 0.44179731 0.4177431  0.39101863 0.40396207 0.47939673\n",
      "  0.4350809  0.39447438 0.45739855 0.15130155 0.35912848 0.52152988\n",
      "  0.4301799  0.16563389 0.26309846 0.18479834 1.         0.47257225\n",
      "  0.31052064 0.35228075 0.45979351 0.15873635]\n",
      " [0.1946707  0.13607052 0.13945828 0.1528343  0.11019536 0.24812401\n",
      "  0.13412873 0.13870085 0.11447276 0.27613895 0.28360116 0.19390122\n",
      "  0.18550487 0.28226529 0.15399099 0.40917304 0.17545957 0.14358262\n",
      "  0.07323137 0.38187782 0.4377181  0.53818288 0.47257225 1.\n",
      "  0.33502184 0.3210957  0.20811985 0.36535149]\n",
      " [0.27714562 0.3241339  0.33388174 0.38182281 0.31415275 0.37332709\n",
      "  0.30832256 0.23966821 0.32118632 0.34150247 0.39765362 0.31932949\n",
      "  0.3154983  0.36431109 0.35878677 0.24003954 0.14699494 0.3491171\n",
      "  0.30037701 0.27691083 0.35543446 0.36718169 0.31052064 0.33502184\n",
      "  1.         0.19886735 0.33521909 0.21226512]\n",
      " [0.36977022 0.39417438 0.38320429 0.39098073 0.38244985 0.34572796\n",
      "  0.37916622 0.28453194 0.33385978 0.35564186 0.31185957 0.43192342\n",
      "  0.41768254 0.41078324 0.41547683 0.29394102 0.26912923 0.41349589\n",
      "  0.29074962 0.31458022 0.24488326 0.35587644 0.35228075 0.3210957\n",
      "  0.19886735 1.         0.4197744  0.23537167]\n",
      " [0.12321672 0.1589398  0.08945282 0.16504185 0.11939945 0.29562115\n",
      "  0.13919366 0.15678989 0.13392888 0.26669855 0.35100363 0.04592744\n",
      "  0.09062356 0.23906228 0.08145657 0.39374749 0.16334357 0.12934979\n",
      "  0.23406403 0.40972606 0.48962442 0.59160338 0.45979351 0.20811985\n",
      "  0.33521909 0.4197744  1.         0.31173553]\n",
      " [0.31569129 0.34426488 0.31927557 0.41753925 0.37769725 0.43071118\n",
      "  0.31859137 0.31393893 0.28610603 0.30318292 0.38930378 0.33892579\n",
      "  0.32546127 0.31509699 0.3629416  0.12476436 0.23135955 0.40408152\n",
      "  0.35715325 0.24496874 0.29763498 0.2541735  0.15873635 0.36535149\n",
      "  0.21226512 0.23537167 0.31173553 1.        ]]\n",
      "Rips complex is of dimension 1 - 406 simplices - 28 vertices.\n",
      "[0] -> 0.00\n",
      "[1] -> 0.00\n",
      "[2] -> 0.00\n",
      "[3] -> 0.00\n",
      "[4] -> 0.00\n",
      "[5] -> 0.00\n",
      "[6] -> 0.00\n",
      "[7] -> 0.00\n",
      "[8] -> 0.00\n",
      "[9] -> 0.00\n",
      "[10] -> 0.00\n",
      "[11] -> 0.00\n",
      "[12] -> 0.00\n",
      "[13] -> 0.00\n",
      "[14] -> 0.00\n",
      "[15] -> 0.00\n",
      "[16] -> 0.00\n",
      "[17] -> 0.00\n",
      "[18] -> 0.00\n",
      "[19] -> 0.00\n",
      "[20] -> 0.00\n",
      "[21] -> 0.00\n",
      "[22] -> 0.00\n",
      "[23] -> 0.00\n",
      "[24] -> 0.00\n",
      "[25] -> 0.00\n",
      "[26] -> 0.00\n",
      "[27] -> 0.00\n",
      "[9, 13] -> 0.04\n",
      "[11, 26] -> 0.05\n",
      "[2, 4] -> 0.06\n",
      "[11, 12] -> 0.06\n",
      "[1, 6] -> 0.06\n",
      "[3, 14] -> 0.07\n",
      "[2, 8] -> 0.07\n",
      "[6, 8] -> 0.07\n",
      "[18, 23] -> 0.07\n",
      "[2, 14] -> 0.08\n",
      "[1, 12] -> 0.08\n",
      "[4, 8] -> 0.08\n",
      "[6, 7] -> 0.08\n",
      "[2, 11] -> 0.08\n",
      "[14, 26] -> 0.08\n",
      "[4, 7] -> 0.08\n",
      "[11, 14] -> 0.08\n",
      "[4, 6] -> 0.09\n",
      "[2, 26] -> 0.09\n",
      "[0, 4] -> 0.09\n",
      "[12, 26] -> 0.09\n",
      "[7, 8] -> 0.09\n",
      "[4, 11] -> 0.09\n",
      "[2, 6] -> 0.09\n",
      "[8, 14] -> 0.09\n",
      "[0, 7] -> 0.09\n",
      "[11, 17] -> 0.09\n",
      "[1, 8] -> 0.10\n",
      "[12, 14] -> 0.10\n",
      "[2, 3] -> 0.10\n",
      "[4, 14] -> 0.10\n",
      "[6, 14] -> 0.10\n",
      "[1, 14] -> 0.10\n",
      "[0, 11] -> 0.10\n",
      "[6, 12] -> 0.10\n",
      "[2, 7] -> 0.11\n",
      "[4, 17] -> 0.11\n",
      "[4, 23] -> 0.11\n",
      "[6, 11] -> 0.11\n",
      "[0, 2] -> 0.11\n",
      "[7, 16] -> 0.11\n",
      "[14, 17] -> 0.11\n",
      "[8, 23] -> 0.11\n",
      "[0, 16] -> 0.12\n",
      "[4, 26] -> 0.12\n",
      "[3, 8] -> 0.12\n",
      "[2, 12] -> 0.12\n",
      "[0, 8] -> 0.12\n",
      "[0, 26] -> 0.12\n",
      "[3, 5] -> 0.12\n",
      "[12, 17] -> 0.12\n",
      "[15, 27] -> 0.12\n",
      "[1, 4] -> 0.13\n",
      "[2, 17] -> 0.13\n",
      "[17, 26] -> 0.13\n",
      "[8, 11] -> 0.13\n",
      "[1, 7] -> 0.13\n",
      "[0, 6] -> 0.13\n",
      "[1, 11] -> 0.13\n",
      "[7, 18] -> 0.13\n",
      "[3, 17] -> 0.13\n",
      "[7, 11] -> 0.13\n",
      "[8, 26] -> 0.13\n",
      "[6, 23] -> 0.13\n",
      "[2, 16] -> 0.13\n",
      "[1, 13] -> 0.14\n",
      "[1, 2] -> 0.14\n",
      "[1, 23] -> 0.14\n",
      "[7, 23] -> 0.14\n",
      "[6, 26] -> 0.14\n",
      "[4, 12] -> 0.14\n",
      "[2, 23] -> 0.14\n",
      "[8, 18] -> 0.14\n",
      "[1, 17] -> 0.14\n",
      "[1, 18] -> 0.14\n",
      "[7, 14] -> 0.14\n",
      "[1, 3] -> 0.14\n",
      "[3, 6] -> 0.14\n",
      "[12, 13] -> 0.14\n",
      "[3, 4] -> 0.14\n",
      "[17, 23] -> 0.14\n",
      "[8, 12] -> 0.14\n",
      "[7, 17] -> 0.15\n",
      "[16, 24] -> 0.15\n",
      "[4, 16] -> 0.15\n",
      "[6, 17] -> 0.15\n",
      "[15, 22] -> 0.15\n",
      "[11, 16] -> 0.15\n",
      "[4, 18] -> 0.15\n",
      "[1, 9] -> 0.15\n",
      "[8, 17] -> 0.15\n",
      "[3, 23] -> 0.15\n",
      "[6, 18] -> 0.15\n",
      "[3, 7] -> 0.15\n",
      "[14, 23] -> 0.15\n",
      "[0, 12] -> 0.16\n",
      "[7, 26] -> 0.16\n",
      "[22, 27] -> 0.16\n",
      "[1, 26] -> 0.16\n",
      "[8, 16] -> 0.16\n",
      "[7, 12] -> 0.16\n",
      "[0, 17] -> 0.16\n",
      "[16, 26] -> 0.16\n",
      "[3, 26] -> 0.17\n",
      "[19, 22] -> 0.17\n",
      "[3, 18] -> 0.17\n",
      "[2, 18] -> 0.17\n",
      "[9, 12] -> 0.17\n",
      "[3, 11] -> 0.17\n",
      "[15, 21] -> 0.17\n",
      "[3, 12] -> 0.17\n",
      "[6, 16] -> 0.17\n",
      "[16, 23] -> 0.18\n",
      "[13, 14] -> 0.18\n",
      "[17, 18] -> 0.18\n",
      "[0, 14] -> 0.18\n",
      "[16, 18] -> 0.18\n",
      "[21, 22] -> 0.18\n",
      "[14, 18] -> 0.18\n",
      "[12, 23] -> 0.19\n",
      "[6, 13] -> 0.19\n",
      "[5, 10] -> 0.19\n",
      "[8, 13] -> 0.19\n",
      "[8, 9] -> 0.19\n",
      "[0, 1] -> 0.19\n",
      "[11, 23] -> 0.19\n",
      "[0, 23] -> 0.19\n",
      "[6, 9] -> 0.20\n",
      "[12, 16] -> 0.20\n",
      "[24, 25] -> 0.20\n",
      "[3, 13] -> 0.20\n",
      "[5, 14] -> 0.20\n",
      "[5, 18] -> 0.20\n",
      "[16, 17] -> 0.20\n",
      "[2, 5] -> 0.21\n",
      "[23, 26] -> 0.21\n",
      "[10, 18] -> 0.21\n",
      "[14, 16] -> 0.21\n",
      "[12, 18] -> 0.21\n",
      "[24, 27] -> 0.21\n",
      "[0, 18] -> 0.21\n",
      "[5, 7] -> 0.21\n",
      "[3, 9] -> 0.22\n",
      "[9, 14] -> 0.22\n",
      "[20, 21] -> 0.22\n",
      "[11, 18] -> 0.22\n",
      "[1, 16] -> 0.22\n",
      "[7, 9] -> 0.23\n",
      "[16, 27] -> 0.23\n",
      "[18, 26] -> 0.23\n",
      "[10, 20] -> 0.23\n",
      "[5, 8] -> 0.24\n",
      "[25, 27] -> 0.24\n",
      "[13, 26] -> 0.24\n",
      "[7, 24] -> 0.24\n",
      "[15, 24] -> 0.24\n",
      "[0, 3] -> 0.24\n",
      "[15, 20] -> 0.24\n",
      "[13, 17] -> 0.24\n",
      "[11, 13] -> 0.24\n",
      "[20, 25] -> 0.24\n",
      "[19, 27] -> 0.24\n",
      "[3, 16] -> 0.25\n",
      "[2, 13] -> 0.25\n",
      "[5, 23] -> 0.25\n",
      "[2, 9] -> 0.25\n",
      "[7, 13] -> 0.25\n",
      "[21, 27] -> 0.25\n",
      "[5, 9] -> 0.26\n",
      "[7, 10] -> 0.26\n",
      "[20, 22] -> 0.26\n",
      "[4, 5] -> 0.26\n",
      "[5, 6] -> 0.26\n",
      "[15, 16] -> 0.26\n",
      "[9, 18] -> 0.26\n",
      "[5, 17] -> 0.27\n",
      "[9, 26] -> 0.27\n",
      "[16, 25] -> 0.27\n",
      "[9, 11] -> 0.27\n",
      "[3, 10] -> 0.27\n",
      "[1, 5] -> 0.27\n",
      "[9, 23] -> 0.28\n",
      "[19, 24] -> 0.28\n",
      "[0, 24] -> 0.28\n",
      "[8, 10] -> 0.28\n",
      "[9, 17] -> 0.28\n",
      "[13, 18] -> 0.28\n",
      "[5, 13] -> 0.28\n",
      "[13, 23] -> 0.28\n",
      "[9, 10] -> 0.28\n",
      "[10, 23] -> 0.28\n",
      "[7, 25] -> 0.28\n",
      "[8, 27] -> 0.29\n",
      "[5, 16] -> 0.29\n",
      "[18, 25] -> 0.29\n",
      "[4, 13] -> 0.29\n",
      "[15, 25] -> 0.29\n",
      "[5, 26] -> 0.30\n",
      "[4, 9] -> 0.30\n",
      "[0, 9] -> 0.30\n",
      "[20, 27] -> 0.30\n",
      "[16, 19] -> 0.30\n",
      "[5, 12] -> 0.30\n",
      "[9, 16] -> 0.30\n",
      "[18, 24] -> 0.30\n",
      "[2, 10] -> 0.30\n",
      "[9, 27] -> 0.30\n",
      "[0, 13] -> 0.30\n",
      "[5, 11] -> 0.31\n",
      "[15, 19] -> 0.31\n",
      "[6, 24] -> 0.31\n",
      "[19, 20] -> 0.31\n",
      "[8, 15] -> 0.31\n",
      "[22, 24] -> 0.31\n",
      "[26, 27] -> 0.31\n",
      "[10, 25] -> 0.31\n",
      "[0, 5] -> 0.31\n",
      "[7, 27] -> 0.31\n",
      "[4, 24] -> 0.31\n",
      "[19, 25] -> 0.31\n",
      "[13, 27] -> 0.32\n",
      "[12, 24] -> 0.32\n",
      "[0, 27] -> 0.32\n",
      "[10, 14] -> 0.32\n",
      "[6, 27] -> 0.32\n",
      "[2, 27] -> 0.32\n",
      "[11, 24] -> 0.32\n",
      "[5, 20] -> 0.32\n",
      "[23, 25] -> 0.32\n",
      "[8, 24] -> 0.32\n",
      "[4, 10] -> 0.32\n",
      "[1, 24] -> 0.32\n",
      "[13, 16] -> 0.32\n",
      "[10, 19] -> 0.33\n",
      "[12, 27] -> 0.33\n",
      "[10, 13] -> 0.33\n",
      "[6, 10] -> 0.33\n",
      "[8, 25] -> 0.33\n",
      "[2, 24] -> 0.33\n",
      "[23, 24] -> 0.34\n",
      "[24, 26] -> 0.34\n",
      "[1, 10] -> 0.34\n",
      "[10, 16] -> 0.34\n",
      "[11, 27] -> 0.34\n",
      "[9, 24] -> 0.34\n",
      "[1, 27] -> 0.34\n",
      "[0, 10] -> 0.34\n",
      "[5, 25] -> 0.35\n",
      "[7, 15] -> 0.35\n",
      "[2, 15] -> 0.35\n",
      "[18, 19] -> 0.35\n",
      "[17, 24] -> 0.35\n",
      "[10, 26] -> 0.35\n",
      "[22, 25] -> 0.35\n",
      "[10, 17] -> 0.35\n",
      "[20, 24] -> 0.36\n",
      "[9, 25] -> 0.36\n",
      "[21, 25] -> 0.36\n",
      "[18, 27] -> 0.36\n",
      "[14, 24] -> 0.36\n",
      "[16, 22] -> 0.36\n",
      "[10, 11] -> 0.36\n",
      "[14, 27] -> 0.36\n",
      "[13, 24] -> 0.36\n",
      "[6, 15] -> 0.36\n",
      "[7, 19] -> 0.36\n",
      "[23, 27] -> 0.37\n",
      "[8, 19] -> 0.37\n",
      "[10, 12] -> 0.37\n",
      "[21, 24] -> 0.37\n",
      "[9, 15] -> 0.37\n",
      "[2, 19] -> 0.37\n",
      "[0, 25] -> 0.37\n",
      "[5, 24] -> 0.37\n",
      "[18, 20] -> 0.38\n",
      "[4, 27] -> 0.38\n",
      "[6, 25] -> 0.38\n",
      "[0, 15] -> 0.38\n",
      "[3, 24] -> 0.38\n",
      "[19, 23] -> 0.38\n",
      "[19, 21] -> 0.38\n",
      "[4, 25] -> 0.38\n",
      "[12, 19] -> 0.38\n",
      "[2, 25] -> 0.38\n",
      "[9, 19] -> 0.38\n",
      "[7, 20] -> 0.38\n",
      "[13, 15] -> 0.39\n",
      "[5, 19] -> 0.39\n",
      "[10, 27] -> 0.39\n",
      "[15, 18] -> 0.39\n",
      "[3, 25] -> 0.39\n",
      "[9, 22] -> 0.39\n",
      "[0, 19] -> 0.39\n",
      "[15, 26] -> 0.39\n",
      "[1, 25] -> 0.39\n",
      "[13, 22] -> 0.39\n",
      "[4, 19] -> 0.39\n",
      "[10, 15] -> 0.40\n",
      "[10, 24] -> 0.40\n",
      "[1, 15] -> 0.40\n",
      "[9, 20] -> 0.40\n",
      "[14, 15] -> 0.40\n",
      "[16, 20] -> 0.40\n",
      "[10, 22] -> 0.40\n",
      "[17, 27] -> 0.40\n",
      "[4, 15] -> 0.41\n",
      "[11, 19] -> 0.41\n",
      "[15, 23] -> 0.41\n",
      "[19, 26] -> 0.41\n",
      "[6, 19] -> 0.41\n",
      "[13, 25] -> 0.41\n",
      "[14, 19] -> 0.41\n",
      "[1, 19] -> 0.41\n",
      "[17, 25] -> 0.41\n",
      "[11, 15] -> 0.41\n",
      "[14, 25] -> 0.42\n",
      "[3, 27] -> 0.42\n",
      "[13, 19] -> 0.42\n",
      "[12, 25] -> 0.42\n",
      "[8, 22] -> 0.42\n",
      "[25, 26] -> 0.42\n",
      "[8, 20] -> 0.42\n",
      "[12, 15] -> 0.42\n",
      "[5, 15] -> 0.43\n",
      "[1, 22] -> 0.43\n",
      "[18, 22] -> 0.43\n",
      "[5, 27] -> 0.43\n",
      "[11, 25] -> 0.43\n",
      "[3, 19] -> 0.43\n",
      "[12, 22] -> 0.44\n",
      "[3, 20] -> 0.44\n",
      "[2, 22] -> 0.44\n",
      "[20, 23] -> 0.44\n",
      "[3, 15] -> 0.44\n",
      "[17, 19] -> 0.44\n",
      "[6, 20] -> 0.44\n",
      "[2, 20] -> 0.44\n",
      "[7, 22] -> 0.44\n",
      "[13, 20] -> 0.44\n",
      "[6, 22] -> 0.45\n",
      "[14, 22] -> 0.46\n",
      "[0, 20] -> 0.46\n",
      "[4, 20] -> 0.46\n",
      "[22, 26] -> 0.46\n",
      "[14, 20] -> 0.46\n",
      "[1, 20] -> 0.46\n",
      "[0, 22] -> 0.47\n",
      "[22, 23] -> 0.47\n",
      "[5, 22] -> 0.48\n",
      "[16, 21] -> 0.48\n",
      "[11, 22] -> 0.48\n",
      "[15, 17] -> 0.48\n",
      "[12, 20] -> 0.48\n",
      "[10, 21] -> 0.49\n",
      "[4, 22] -> 0.49\n",
      "[20, 26] -> 0.49\n",
      "[11, 20] -> 0.49\n",
      "[9, 21] -> 0.49\n",
      "[5, 21] -> 0.50\n",
      "[3, 22] -> 0.50\n",
      "[13, 21] -> 0.51\n",
      "[18, 21] -> 0.51\n",
      "[17, 20] -> 0.51\n",
      "[17, 22] -> 0.52\n",
      "[1, 21] -> 0.53\n",
      "[7, 21] -> 0.53\n",
      "[21, 23] -> 0.54\n",
      "[8, 21] -> 0.54\n",
      "[6, 21] -> 0.54\n",
      "[3, 21] -> 0.55\n",
      "[14, 21] -> 0.55\n",
      "[2, 21] -> 0.56\n",
      "[12, 21] -> 0.57\n",
      "[21, 26] -> 0.59\n",
      "[4, 21] -> 0.60\n",
      "[0, 21] -> 0.61\n",
      "[11, 21] -> 0.61\n",
      "[17, 21] -> 0.61\n",
      "[[1.         0.13350901 0.14450366 0.13366674 0.09899218 0.34156365\n",
      "  0.39635463 0.21804138 0.1805691  0.17998068 0.15011545 0.37433937\n",
      "  0.07486847 0.1100703  0.42674579 0.42132789 0.38631116 0.3733806\n",
      "  0.20386853 0.40791047 0.27486552 0.2962214  0.52385048 0.31525282\n",
      "  0.38560885 0.34784974 0.49330754 0.24067416]\n",
      " [0.13350901 1.         0.19152346 0.03252441 0.10588448 0.38162296\n",
      "  0.39300922 0.16403319 0.27018208 0.06778606 0.26120533 0.37654439\n",
      "  0.10337842 0.02926636 0.45880292 0.51450734 0.49052105 0.45057432\n",
      "  0.10690555 0.51386306 0.20391055 0.45489951 0.62833529 0.40509439\n",
      "  0.49748171 0.43657168 0.53604597 0.33980508]\n",
      " [0.14450366 0.19152346 1.         0.18662774 0.10898236 0.22680637\n",
      "  0.35447387 0.14280731 0.16817045 0.26341074 0.27754744 0.25780251\n",
      "  0.14318225 0.18959219 0.37797818 0.44274799 0.48839013 0.46272595\n",
      "  0.17412903 0.51311281 0.20006796 0.4214415  0.56264425 0.46363702\n",
      "  0.450186   0.4560794  0.49469134 0.392571  ]\n",
      " [0.13366674 0.03252441 0.18662774 1.         0.10881416 0.37791737\n",
      "  0.37654542 0.19027138 0.26359399 0.0552047  0.25328982 0.35339501\n",
      "  0.09669525 0.03261612 0.43024757 0.4999651  0.4904327  0.4521598\n",
      "  0.11346329 0.5150536  0.20454331 0.45791876 0.61621944 0.40038309\n",
      "  0.48032844 0.43569074 0.50853156 0.35220389]\n",
      " [0.09899218 0.10588448 0.10898236 0.10881416 1.         0.28288516\n",
      "  0.32211202 0.14395311 0.15706564 0.1525822  0.21956107 0.21954902\n",
      "  0.09822352 0.11347717 0.37119267 0.46614592 0.48472899 0.43742145\n",
      "  0.10267617 0.4992212  0.11883793 0.39838023 0.57660325 0.41275968\n",
      "  0.45597431 0.4372792  0.4806514  0.34249673]\n",
      " [0.34156365 0.38162296 0.22680637 0.37791737 0.28288516 1.\n",
      "  0.2782081  0.16666316 0.19956433 0.37051965 0.36240939 0.20646706\n",
      "  0.30649458 0.38468887 0.21407972 0.34916721 0.39128578 0.39492872\n",
      "  0.33182494 0.40438424 0.25100698 0.3411255  0.3964194  0.41033182\n",
      "  0.33850595 0.38249809 0.44339264 0.38805721]\n",
      " [0.39635463 0.39300922 0.35447387 0.37654542 0.32211202 0.2782081\n",
      "  1.         0.3432203  0.22750737 0.34990212 0.3775047  0.17328817\n",
      "  0.34699701 0.36729336 0.17024963 0.43343775 0.46659707 0.44632011\n",
      "  0.32701545 0.47381684 0.26420727 0.44301948 0.46721581 0.42969151\n",
      "  0.46543372 0.44346619 0.35595206 0.40378693]\n",
      " [0.21804138 0.16403319 0.14280731 0.19027138 0.14395311 0.16666316\n",
      "  0.3432203  1.         0.21296284 0.20821022 0.28154465 0.27008495\n",
      "  0.16983805 0.19237199 0.40568368 0.42658729 0.44904086 0.42403158\n",
      "  0.13646876 0.45744779 0.14677178 0.4164472  0.54414336 0.40401656\n",
      "  0.42629069 0.42614304 0.52539211 0.36518767]\n",
      " [0.1805691  0.27018208 0.16817045 0.26359399 0.15706564 0.19956433\n",
      "  0.22750737 0.21296284 1.         0.27058552 0.19182714 0.19636014\n",
      "  0.20915754 0.26218617 0.22173716 0.27131857 0.29489623 0.26698805\n",
      "  0.23703781 0.29828263 0.19103732 0.31640967 0.3555403  0.268556\n",
      "  0.28015665 0.27690559 0.36953589 0.28325212]\n",
      " [0.17998068 0.06778606 0.26341074 0.0552047  0.1525822  0.37051965\n",
      "  0.34990212 0.20821022 0.27058552 1.         0.24488116 0.36192491\n",
      "  0.14040015 0.06004578 0.42468148 0.4905357  0.48559317 0.42818509\n",
      "  0.13061992 0.50533126 0.19814746 0.47893472 0.62622163 0.37246356\n",
      "  0.49119045 0.41868891 0.48056832 0.36319421]\n",
      " [0.15011545 0.26120533 0.27754744 0.25328982 0.21956107 0.36240939\n",
      "  0.3775047  0.28154465 0.19182714 0.24488116 1.         0.40765541\n",
      "  0.17629742 0.2254844  0.42562823 0.34129868 0.26407684 0.2023627\n",
      "  0.28824001 0.26617565 0.32596097 0.29402664 0.41238647 0.18563881\n",
      "  0.32044801 0.22571674 0.43438369 0.20233254]\n",
      " [0.37433937 0.37654439 0.25780251 0.35339501 0.21954902 0.20646706\n",
      "  0.17328817 0.27008495 0.19636014 0.36192491 0.40765541 1.\n",
      "  0.33747535 0.37887347 0.13282965 0.44200004 0.51833694 0.48174305\n",
      "  0.25783132 0.51471968 0.13936738 0.45998075 0.48350966 0.48357212\n",
      "  0.47556481 0.4730586  0.36416074 0.47985124]\n",
      " [0.07486847 0.10337842 0.14318225 0.09669525 0.09822352 0.30649458\n",
      "  0.34699701 0.16983805 0.20915754 0.14040015 0.17629742 0.33747535\n",
      "  1.         0.08496009 0.41113369 0.43903091 0.44062417 0.40276028\n",
      "  0.15212942 0.4581782  0.24205827 0.36618874 0.56928089 0.34621078\n",
      "  0.43229254 0.38007859 0.47286845 0.26639778]\n",
      " [0.1100703  0.02926636 0.18959219 0.03261612 0.11347717 0.38468887\n",
      "  0.36729336 0.19237199 0.26218617 0.06004578 0.2254844  0.37887347\n",
      "  0.08496009 1.         0.45164566 0.51009751 0.47065063 0.43974354\n",
      "  0.13303634 0.49902316 0.23276517 0.4186606  0.61102718 0.38647688\n",
      "  0.48344051 0.419011   0.51598071 0.31386996]\n",
      " [0.42674579 0.45880292 0.37797818 0.43024757 0.37119267 0.21407972\n",
      "  0.17024963 0.40568368 0.22173716 0.42468148 0.42562823 0.13282965\n",
      "  0.41113369 0.45164566 1.         0.38591801 0.42098642 0.42022682\n",
      "  0.42466994 0.42069781 0.30065129 0.39631595 0.37795213 0.40608291\n",
      "  0.4210015  0.38825622 0.29547179 0.42169585]\n",
      " [0.42132789 0.51450734 0.44274799 0.4999651  0.46614592 0.34916721\n",
      "  0.43343775 0.42658729 0.27131857 0.4905357  0.34129868 0.44200004\n",
      "  0.43903091 0.51009751 0.38591801 1.         0.14427797 0.16637875\n",
      "  0.48114748 0.16316971 0.43886263 0.28862082 0.21930866 0.19267408\n",
      "  0.10454465 0.171922   0.39379036 0.29041832]\n",
      " [0.38631116 0.49052105 0.48839013 0.4904327  0.48472899 0.39128578\n",
      "  0.46659707 0.44904086 0.29489623 0.48559317 0.26407684 0.51833694\n",
      "  0.44062417 0.47065063 0.42098642 0.14427797 1.         0.08324648\n",
      "  0.51968986 0.03560938 0.48343377 0.17892491 0.11175749 0.10133285\n",
      "  0.08625191 0.04935429 0.46722973 0.20805362]\n",
      " [0.3733806  0.45057432 0.46272595 0.4521598  0.43742145 0.39492872\n",
      "  0.44632011 0.42403158 0.26698805 0.42818509 0.2023627  0.48174305\n",
      "  0.40276028 0.43974354 0.42022682 0.16637875 0.08324648 1.\n",
      "  0.45036084 0.07830355 0.43187273 0.2735677  0.2120436  0.07999168\n",
      "  0.14400483 0.08070427 0.41936432 0.26335155]\n",
      " [0.20386853 0.10690555 0.17412903 0.11346329 0.10267617 0.33182494\n",
      "  0.32701545 0.13646876 0.23703781 0.13061992 0.28824001 0.25783132\n",
      "  0.15212942 0.13303634 0.42466994 0.48114748 0.51968986 0.45036084\n",
      "  1.         0.53328748 0.07669921 0.51253075 0.61953559 0.43470526\n",
      "  0.49380674 0.4587713  0.4800555  0.41501524]\n",
      " [0.40791047 0.51386306 0.51311281 0.5150536  0.4992212  0.40438424\n",
      "  0.47381684 0.45744779 0.29828263 0.50533126 0.26617565 0.51471968\n",
      "  0.4581782  0.49902316 0.42069781 0.16316971 0.03560938 0.07830355\n",
      "  0.53328748 1.         0.49265064 0.1872678  0.10528015 0.09199391\n",
      "  0.10343137 0.04543561 0.46862916 0.19820682]\n",
      " [0.27486552 0.20391055 0.20006796 0.20454331 0.11883793 0.25100698\n",
      "  0.26420727 0.14677178 0.19103732 0.19814746 0.32596097 0.13936738\n",
      "  0.24205827 0.23276517 0.30065129 0.43886263 0.48343377 0.43187273\n",
      "  0.07669921 0.49265064 1.         0.46503147 0.53256096 0.42930882\n",
      "  0.45786141 0.43739974 0.43212637 0.45105852]\n",
      " [0.2962214  0.45489951 0.4214415  0.45791876 0.39838023 0.3411255\n",
      "  0.44301948 0.4164472  0.31640967 0.47893472 0.29402664 0.45998075\n",
      "  0.36618874 0.4186606  0.39631595 0.28862082 0.17892491 0.2735677\n",
      "  0.51253075 0.1872678  0.46503147 1.         0.15513982 0.24336906\n",
      "  0.20107541 0.17390427 0.5303676  0.14200581]\n",
      " [0.52385048 0.62833529 0.56264425 0.61621944 0.57660325 0.3964194\n",
      "  0.46721581 0.54414336 0.3555403  0.62622163 0.41238647 0.48350966\n",
      "  0.56928089 0.61102718 0.37795213 0.21930866 0.11175749 0.2120436\n",
      "  0.61953559 0.10528015 0.53256096 0.15513982 1.         0.24999667\n",
      "  0.14394438 0.12569113 0.53140808 0.25970279]\n",
      " [0.31525282 0.40509439 0.46363702 0.40038309 0.41275968 0.41033182\n",
      "  0.42969151 0.40401656 0.268556   0.37246356 0.18563881 0.48357212\n",
      "  0.34621078 0.38647688 0.40608291 0.19267408 0.10133285 0.07999168\n",
      "  0.43470526 0.09199391 0.42930882 0.24336906 0.24999667 1.\n",
      "  0.1841976  0.09862688 0.36225273 0.19491959]\n",
      " [0.38560885 0.49748171 0.450186   0.48032844 0.45597431 0.33850595\n",
      "  0.46543372 0.42629069 0.28015665 0.49119045 0.32044801 0.47556481\n",
      "  0.43229254 0.48344051 0.4210015  0.10454465 0.08625191 0.14400483\n",
      "  0.49380674 0.10343137 0.45786141 0.20107541 0.14394438 0.1841976\n",
      "  1.         0.13245893 0.48929271 0.25860221]\n",
      " [0.34784974 0.43657168 0.4560794  0.43569074 0.4372792  0.38249809\n",
      "  0.44346619 0.42614304 0.27690559 0.41868891 0.22571674 0.4730586\n",
      "  0.38007859 0.419011   0.38825622 0.171922   0.04935429 0.08070427\n",
      "  0.4587713  0.04543561 0.43739974 0.17390427 0.12569113 0.09862688\n",
      "  0.13245893 1.         0.44190026 0.17665357]\n",
      " [0.49330754 0.53604597 0.49469134 0.50853156 0.4806514  0.44339264\n",
      "  0.35595206 0.52539211 0.36953589 0.48056832 0.43438369 0.36416074\n",
      "  0.47286845 0.51598071 0.29547179 0.39379036 0.46722973 0.41936432\n",
      "  0.4800555  0.46862916 0.43212637 0.5303676  0.53140808 0.36225273\n",
      "  0.48929271 0.44190026 1.         0.47603094]\n",
      " [0.24067416 0.33980508 0.392571   0.35220389 0.34249673 0.38805721\n",
      "  0.40378693 0.36518767 0.28325212 0.36319421 0.20233254 0.47985124\n",
      "  0.26639778 0.31386996 0.42169585 0.29041832 0.20805362 0.26335155\n",
      "  0.41501524 0.19820682 0.45105852 0.14200581 0.25970279 0.19491959\n",
      "  0.25860221 0.17665357 0.47603094 1.        ]]\n",
      "Rips complex is of dimension 1 - 406 simplices - 28 vertices.\n",
      "[0] -> 0.00\n",
      "[1] -> 0.00\n",
      "[2] -> 0.00\n",
      "[3] -> 0.00\n",
      "[4] -> 0.00\n",
      "[5] -> 0.00\n",
      "[6] -> 0.00\n",
      "[7] -> 0.00\n",
      "[8] -> 0.00\n",
      "[9] -> 0.00\n",
      "[10] -> 0.00\n",
      "[11] -> 0.00\n",
      "[12] -> 0.00\n",
      "[13] -> 0.00\n",
      "[14] -> 0.00\n",
      "[15] -> 0.00\n",
      "[16] -> 0.00\n",
      "[17] -> 0.00\n",
      "[18] -> 0.00\n",
      "[19] -> 0.00\n",
      "[20] -> 0.00\n",
      "[21] -> 0.00\n",
      "[22] -> 0.00\n",
      "[23] -> 0.00\n",
      "[24] -> 0.00\n",
      "[25] -> 0.00\n",
      "[26] -> 0.00\n",
      "[27] -> 0.00\n",
      "[1, 13] -> 0.03\n",
      "[1, 3] -> 0.03\n",
      "[3, 13] -> 0.03\n",
      "[16, 19] -> 0.04\n",
      "[19, 25] -> 0.05\n",
      "[16, 25] -> 0.05\n",
      "[3, 9] -> 0.06\n",
      "[9, 13] -> 0.06\n",
      "[1, 9] -> 0.07\n",
      "[0, 12] -> 0.07\n",
      "[18, 20] -> 0.08\n",
      "[17, 19] -> 0.08\n",
      "[17, 23] -> 0.08\n",
      "[17, 25] -> 0.08\n",
      "[16, 17] -> 0.08\n",
      "[12, 13] -> 0.08\n",
      "[16, 24] -> 0.09\n",
      "[19, 23] -> 0.09\n",
      "[3, 12] -> 0.10\n",
      "[4, 12] -> 0.10\n",
      "[23, 25] -> 0.10\n",
      "[0, 4] -> 0.10\n",
      "[16, 23] -> 0.10\n",
      "[4, 18] -> 0.10\n",
      "[1, 12] -> 0.10\n",
      "[19, 24] -> 0.10\n",
      "[15, 24] -> 0.10\n",
      "[19, 22] -> 0.11\n",
      "[1, 4] -> 0.11\n",
      "[1, 18] -> 0.11\n",
      "[3, 4] -> 0.11\n",
      "[2, 4] -> 0.11\n",
      "[0, 13] -> 0.11\n",
      "[16, 22] -> 0.11\n",
      "[3, 18] -> 0.11\n",
      "[4, 13] -> 0.11\n",
      "[4, 20] -> 0.12\n",
      "[22, 25] -> 0.13\n",
      "[9, 18] -> 0.13\n",
      "[24, 25] -> 0.13\n",
      "[11, 14] -> 0.13\n",
      "[13, 18] -> 0.13\n",
      "[0, 1] -> 0.13\n",
      "[0, 3] -> 0.13\n",
      "[7, 18] -> 0.14\n",
      "[11, 20] -> 0.14\n",
      "[9, 12] -> 0.14\n",
      "[21, 27] -> 0.14\n",
      "[2, 7] -> 0.14\n",
      "[2, 12] -> 0.14\n",
      "[22, 24] -> 0.14\n",
      "[4, 7] -> 0.14\n",
      "[17, 24] -> 0.14\n",
      "[15, 16] -> 0.14\n",
      "[0, 2] -> 0.14\n",
      "[7, 20] -> 0.15\n",
      "[0, 10] -> 0.15\n",
      "[12, 18] -> 0.15\n",
      "[4, 9] -> 0.15\n",
      "[21, 22] -> 0.16\n",
      "[4, 8] -> 0.16\n",
      "[15, 19] -> 0.16\n",
      "[1, 7] -> 0.16\n",
      "[15, 17] -> 0.17\n",
      "[5, 7] -> 0.17\n",
      "[2, 8] -> 0.17\n",
      "[7, 12] -> 0.17\n",
      "[6, 14] -> 0.17\n",
      "[15, 25] -> 0.17\n",
      "[6, 11] -> 0.17\n",
      "[21, 25] -> 0.17\n",
      "[2, 18] -> 0.17\n",
      "[10, 12] -> 0.18\n",
      "[25, 27] -> 0.18\n",
      "[16, 21] -> 0.18\n",
      "[0, 9] -> 0.18\n",
      "[0, 8] -> 0.18\n",
      "[23, 24] -> 0.18\n",
      "[10, 23] -> 0.19\n",
      "[2, 3] -> 0.19\n",
      "[19, 21] -> 0.19\n",
      "[2, 13] -> 0.19\n",
      "[3, 7] -> 0.19\n",
      "[8, 20] -> 0.19\n",
      "[1, 2] -> 0.19\n",
      "[8, 10] -> 0.19\n",
      "[7, 13] -> 0.19\n",
      "[15, 23] -> 0.19\n",
      "[23, 27] -> 0.19\n",
      "[8, 11] -> 0.20\n",
      "[9, 20] -> 0.20\n",
      "[19, 27] -> 0.20\n",
      "[5, 8] -> 0.20\n",
      "[2, 20] -> 0.20\n",
      "[21, 24] -> 0.20\n",
      "[10, 27] -> 0.20\n",
      "[10, 17] -> 0.20\n",
      "[0, 18] -> 0.20\n",
      "[1, 20] -> 0.20\n",
      "[3, 20] -> 0.20\n",
      "[5, 11] -> 0.21\n",
      "[16, 27] -> 0.21\n",
      "[7, 9] -> 0.21\n",
      "[8, 12] -> 0.21\n",
      "[17, 22] -> 0.21\n",
      "[7, 8] -> 0.21\n",
      "[5, 14] -> 0.21\n",
      "[0, 7] -> 0.22\n",
      "[15, 22] -> 0.22\n",
      "[4, 11] -> 0.22\n",
      "[4, 10] -> 0.22\n",
      "[8, 14] -> 0.22\n",
      "[10, 13] -> 0.23\n",
      "[10, 25] -> 0.23\n",
      "[2, 5] -> 0.23\n",
      "[6, 8] -> 0.23\n",
      "[13, 20] -> 0.23\n",
      "[8, 18] -> 0.24\n",
      "[0, 27] -> 0.24\n",
      "[12, 20] -> 0.24\n",
      "[21, 23] -> 0.24\n",
      "[9, 10] -> 0.24\n",
      "[22, 23] -> 0.25\n",
      "[5, 20] -> 0.25\n",
      "[3, 10] -> 0.25\n",
      "[2, 11] -> 0.26\n",
      "[11, 18] -> 0.26\n",
      "[24, 27] -> 0.26\n",
      "[22, 27] -> 0.26\n",
      "[1, 10] -> 0.26\n",
      "[8, 13] -> 0.26\n",
      "[17, 27] -> 0.26\n",
      "[2, 9] -> 0.26\n",
      "[3, 8] -> 0.26\n",
      "[10, 16] -> 0.26\n",
      "[6, 20] -> 0.26\n",
      "[10, 19] -> 0.27\n",
      "[12, 27] -> 0.27\n",
      "[8, 17] -> 0.27\n",
      "[8, 23] -> 0.27\n",
      "[7, 11] -> 0.27\n",
      "[1, 8] -> 0.27\n",
      "[8, 9] -> 0.27\n",
      "[8, 15] -> 0.27\n",
      "[17, 21] -> 0.27\n",
      "[0, 20] -> 0.27\n",
      "[8, 25] -> 0.28\n",
      "[2, 10] -> 0.28\n",
      "[5, 6] -> 0.28\n",
      "[8, 24] -> 0.28\n",
      "[7, 10] -> 0.28\n",
      "[4, 5] -> 0.28\n",
      "[8, 27] -> 0.28\n",
      "[10, 18] -> 0.29\n",
      "[15, 21] -> 0.29\n",
      "[15, 27] -> 0.29\n",
      "[10, 21] -> 0.29\n",
      "[8, 16] -> 0.29\n",
      "[14, 26] -> 0.30\n",
      "[0, 21] -> 0.30\n",
      "[8, 19] -> 0.30\n",
      "[14, 20] -> 0.30\n",
      "[5, 12] -> 0.31\n",
      "[13, 27] -> 0.31\n",
      "[0, 23] -> 0.32\n",
      "[8, 21] -> 0.32\n",
      "[10, 24] -> 0.32\n",
      "[4, 6] -> 0.32\n",
      "[10, 20] -> 0.33\n",
      "[6, 18] -> 0.33\n",
      "[5, 18] -> 0.33\n",
      "[11, 12] -> 0.34\n",
      "[5, 24] -> 0.34\n",
      "[1, 27] -> 0.34\n",
      "[5, 21] -> 0.34\n",
      "[10, 15] -> 0.34\n",
      "[0, 5] -> 0.34\n",
      "[4, 27] -> 0.34\n",
      "[6, 7] -> 0.34\n",
      "[12, 23] -> 0.35\n",
      "[6, 12] -> 0.35\n",
      "[0, 25] -> 0.35\n",
      "[5, 15] -> 0.35\n",
      "[6, 9] -> 0.35\n",
      "[3, 27] -> 0.35\n",
      "[3, 11] -> 0.35\n",
      "[2, 6] -> 0.35\n",
      "[8, 22] -> 0.36\n",
      "[6, 26] -> 0.36\n",
      "[9, 11] -> 0.36\n",
      "[23, 26] -> 0.36\n",
      "[5, 10] -> 0.36\n",
      "[9, 27] -> 0.36\n",
      "[11, 26] -> 0.36\n",
      "[7, 27] -> 0.37\n",
      "[12, 21] -> 0.37\n",
      "[6, 13] -> 0.37\n",
      "[8, 26] -> 0.37\n",
      "[5, 9] -> 0.37\n",
      "[4, 14] -> 0.37\n",
      "[9, 23] -> 0.37\n",
      "[0, 17] -> 0.37\n",
      "[0, 11] -> 0.37\n",
      "[1, 11] -> 0.38\n",
      "[3, 6] -> 0.38\n",
      "[6, 10] -> 0.38\n",
      "[3, 5] -> 0.38\n",
      "[14, 22] -> 0.38\n",
      "[2, 14] -> 0.38\n",
      "[11, 13] -> 0.38\n",
      "[12, 25] -> 0.38\n",
      "[1, 5] -> 0.38\n",
      "[5, 25] -> 0.38\n",
      "[5, 13] -> 0.38\n",
      "[0, 24] -> 0.39\n",
      "[14, 15] -> 0.39\n",
      "[0, 16] -> 0.39\n",
      "[13, 23] -> 0.39\n",
      "[5, 27] -> 0.39\n",
      "[14, 25] -> 0.39\n",
      "[5, 16] -> 0.39\n",
      "[2, 27] -> 0.39\n",
      "[1, 6] -> 0.39\n",
      "[15, 26] -> 0.39\n",
      "[5, 17] -> 0.39\n",
      "[14, 21] -> 0.40\n",
      "[0, 6] -> 0.40\n",
      "[5, 22] -> 0.40\n",
      "[4, 21] -> 0.40\n",
      "[3, 23] -> 0.40\n",
      "[12, 17] -> 0.40\n",
      "[6, 27] -> 0.40\n",
      "[7, 23] -> 0.40\n",
      "[5, 19] -> 0.40\n",
      "[1, 23] -> 0.41\n",
      "[7, 14] -> 0.41\n",
      "[14, 23] -> 0.41\n",
      "[10, 11] -> 0.41\n",
      "[0, 19] -> 0.41\n",
      "[5, 23] -> 0.41\n",
      "[12, 14] -> 0.41\n",
      "[10, 22] -> 0.41\n",
      "[4, 23] -> 0.41\n",
      "[18, 27] -> 0.42\n",
      "[7, 21] -> 0.42\n",
      "[13, 21] -> 0.42\n",
      "[9, 25] -> 0.42\n",
      "[13, 25] -> 0.42\n",
      "[17, 26] -> 0.42\n",
      "[14, 17] -> 0.42\n",
      "[14, 19] -> 0.42\n",
      "[14, 16] -> 0.42\n",
      "[14, 24] -> 0.42\n",
      "[0, 15] -> 0.42\n",
      "[2, 21] -> 0.42\n",
      "[14, 27] -> 0.42\n",
      "[7, 17] -> 0.42\n",
      "[14, 18] -> 0.42\n",
      "[9, 14] -> 0.42\n",
      "[10, 14] -> 0.43\n",
      "[7, 25] -> 0.43\n",
      "[7, 24] -> 0.43\n",
      "[7, 15] -> 0.43\n",
      "[0, 14] -> 0.43\n",
      "[9, 17] -> 0.43\n",
      "[20, 23] -> 0.43\n",
      "[6, 23] -> 0.43\n",
      "[3, 14] -> 0.43\n",
      "[17, 20] -> 0.43\n",
      "[20, 26] -> 0.43\n",
      "[12, 24] -> 0.43\n",
      "[6, 15] -> 0.43\n",
      "[10, 26] -> 0.43\n",
      "[18, 23] -> 0.43\n",
      "[3, 25] -> 0.44\n",
      "[1, 25] -> 0.44\n",
      "[4, 25] -> 0.44\n",
      "[20, 25] -> 0.44\n",
      "[4, 17] -> 0.44\n",
      "[15, 20] -> 0.44\n",
      "[12, 15] -> 0.44\n",
      "[13, 17] -> 0.44\n",
      "[12, 16] -> 0.44\n",
      "[25, 26] -> 0.44\n",
      "[11, 15] -> 0.44\n",
      "[2, 15] -> 0.44\n",
      "[6, 21] -> 0.44\n",
      "[5, 26] -> 0.44\n",
      "[6, 25] -> 0.44\n",
      "[6, 17] -> 0.45\n",
      "[7, 16] -> 0.45\n",
      "[2, 24] -> 0.45\n",
      "[17, 18] -> 0.45\n",
      "[1, 17] -> 0.45\n",
      "[20, 27] -> 0.45\n",
      "[13, 14] -> 0.45\n",
      "[3, 17] -> 0.45\n",
      "[1, 21] -> 0.45\n",
      "[4, 24] -> 0.46\n",
      "[2, 25] -> 0.46\n",
      "[7, 19] -> 0.46\n",
      "[20, 24] -> 0.46\n",
      "[3, 21] -> 0.46\n",
      "[12, 19] -> 0.46\n",
      "[18, 25] -> 0.46\n",
      "[1, 14] -> 0.46\n",
      "[11, 21] -> 0.46\n",
      "[2, 17] -> 0.46\n",
      "[2, 23] -> 0.46\n",
      "[20, 21] -> 0.47\n",
      "[6, 24] -> 0.47\n",
      "[4, 15] -> 0.47\n",
      "[6, 16] -> 0.47\n",
      "[6, 22] -> 0.47\n",
      "[16, 26] -> 0.47\n",
      "[19, 26] -> 0.47\n",
      "[13, 16] -> 0.47\n",
      "[12, 26] -> 0.47\n",
      "[11, 25] -> 0.47\n",
      "[6, 19] -> 0.47\n",
      "[11, 24] -> 0.48\n",
      "[26, 27] -> 0.48\n",
      "[9, 21] -> 0.48\n",
      "[11, 27] -> 0.48\n",
      "[18, 26] -> 0.48\n",
      "[3, 24] -> 0.48\n",
      "[9, 26] -> 0.48\n",
      "[4, 26] -> 0.48\n",
      "[15, 18] -> 0.48\n",
      "[11, 17] -> 0.48\n",
      "[16, 20] -> 0.48\n",
      "[13, 24] -> 0.48\n",
      "[11, 22] -> 0.48\n",
      "[11, 23] -> 0.48\n",
      "[4, 16] -> 0.48\n",
      "[9, 16] -> 0.49\n",
      "[2, 16] -> 0.49\n",
      "[24, 26] -> 0.49\n",
      "[3, 16] -> 0.49\n",
      "[1, 16] -> 0.49\n",
      "[9, 15] -> 0.49\n",
      "[9, 24] -> 0.49\n",
      "[19, 20] -> 0.49\n",
      "[0, 26] -> 0.49\n",
      "[18, 24] -> 0.49\n",
      "[2, 26] -> 0.49\n",
      "[1, 24] -> 0.50\n",
      "[13, 19] -> 0.50\n",
      "[4, 19] -> 0.50\n",
      "[3, 15] -> 0.50\n",
      "[9, 19] -> 0.51\n",
      "[3, 26] -> 0.51\n",
      "[13, 15] -> 0.51\n",
      "[18, 21] -> 0.51\n",
      "[2, 19] -> 0.51\n",
      "[1, 19] -> 0.51\n",
      "[1, 15] -> 0.51\n",
      "[11, 19] -> 0.51\n",
      "[3, 19] -> 0.52\n",
      "[13, 26] -> 0.52\n",
      "[11, 16] -> 0.52\n",
      "[16, 18] -> 0.52\n",
      "[0, 22] -> 0.52\n",
      "[7, 26] -> 0.53\n",
      "[21, 26] -> 0.53\n",
      "[22, 26] -> 0.53\n",
      "[20, 22] -> 0.53\n",
      "[18, 19] -> 0.53\n",
      "[1, 26] -> 0.54\n",
      "[7, 22] -> 0.54\n",
      "[2, 22] -> 0.56\n",
      "[12, 22] -> 0.57\n",
      "[4, 22] -> 0.58\n",
      "[13, 22] -> 0.61\n",
      "[3, 22] -> 0.62\n",
      "[18, 22] -> 0.62\n",
      "[9, 22] -> 0.63\n",
      "[1, 22] -> 0.63\n",
      "[[1.         0.17750853 0.15940431 0.16046605 0.16952551 0.31687463\n",
      "  0.07330856 0.27765731 0.10723779 0.1959003  0.42649295 0.13308373\n",
      "  0.13060309 0.16461149 0.19611008 0.24216968 0.26142827 0.38229775\n",
      "  0.17473364 0.25575711 0.40071304 0.41061552 0.45612083 0.18241795\n",
      "  0.3824787  0.49333427 0.51472036 0.20339349]\n",
      " [0.17750853 1.         0.04326895 0.23272237 0.12718588 0.45740733\n",
      "  0.20144696 0.25357161 0.11601142 0.31347677 0.41067026 0.17572492\n",
      "  0.18598297 0.15125728 0.32476261 0.28083346 0.28993472 0.42728911\n",
      "  0.25938132 0.27570329 0.39001525 0.43663753 0.52773648 0.2550923\n",
      "  0.4302772  0.53568478 0.65190827 0.16007376]\n",
      " [0.15940431 0.04326895 1.         0.23578866 0.11986772 0.46907538\n",
      "  0.18285215 0.26749703 0.08752971 0.32933974 0.43593662 0.18020933\n",
      "  0.20210835 0.1231068  0.30887703 0.29887266 0.27324933 0.43853958\n",
      "  0.22557158 0.27666798 0.39954795 0.45304314 0.5180049  0.21783585\n",
      "  0.43002439 0.54764798 0.62970997 0.14186034]\n",
      " [0.16046605 0.23272237 0.23578866 1.         0.26390575 0.39341132\n",
      "  0.15005636 0.31141229 0.2627184  0.19976901 0.47651922 0.04777605\n",
      "  0.08529911 0.273735   0.23249721 0.32501955 0.34890886 0.40609669\n",
      "  0.24972882 0.32698814 0.41572942 0.43238296 0.41525997 0.32997511\n",
      "  0.39168392 0.43440771 0.46586174 0.32167638]\n",
      " [0.16952551 0.12718588 0.11986772 0.26390575 1.         0.38426589\n",
      "  0.16375216 0.18979257 0.14283581 0.2728505  0.46348337 0.18302406\n",
      "  0.20523518 0.08143862 0.18873694 0.27845368 0.21871329 0.35941476\n",
      "  0.18853824 0.2224772  0.31194754 0.41933081 0.43654124 0.21620109\n",
      "  0.28550291 0.46082024 0.52795108 0.12825451]\n",
      " [0.31687463 0.45740733 0.46907538 0.39341132 0.38426589 1.\n",
      "  0.30567279 0.41248623 0.37835605 0.21364216 0.45646139 0.40620708\n",
      "  0.39074721 0.37949    0.23357054 0.41381307 0.36393802 0.36645968\n",
      "  0.35325152 0.38210436 0.4277856  0.42604959 0.45108456 0.3939244\n",
      "  0.39661992 0.45036156 0.44445833 0.42007965]\n",
      " [0.07330856 0.20144696 0.18285215 0.15005636 0.16375216 0.30567279\n",
      "  1.         0.28341432 0.15335656 0.14825471 0.49664221 0.11474645\n",
      "  0.08670673 0.179957   0.13992649 0.28508106 0.27739347 0.37355001\n",
      "  0.14342772 0.27360281 0.41896874 0.42385277 0.43506165 0.19532475\n",
      "  0.39358005 0.46557653 0.50983527 0.22785264]\n",
      " [0.27765731 0.25357161 0.26749703 0.31141229 0.18979257 0.41248623\n",
      "  0.28341432 1.         0.24524453 0.39243602 0.53052738 0.28507621\n",
      "  0.34907164 0.16231444 0.31499011 0.12737654 0.17208995 0.25948203\n",
      "  0.1844189  0.08104846 0.11874103 0.25526699 0.19790877 0.27875151\n",
      "  0.08761169 0.22304631 0.31124562 0.13910524]\n",
      " [0.10723779 0.11601142 0.08752971 0.2627184  0.14283581 0.37835605\n",
      "  0.15335656 0.24524453 1.         0.30935938 0.43960784 0.21598917\n",
      "  0.24531949 0.10692132 0.28436175 0.25401453 0.21780273 0.39130437\n",
      "  0.17822221 0.21447802 0.34146138 0.40693157 0.47014105 0.17169065\n",
      "  0.37252277 0.49964928 0.58349221 0.09571518]\n",
      " [0.1959003  0.31347677 0.32933974 0.19976901 0.2728505  0.21364216\n",
      "  0.14825471 0.39243602 0.30935938 1.         0.36801663 0.20528373\n",
      "  0.12746841 0.28745297 0.1717142  0.39752021 0.33418307 0.33709514\n",
      "  0.27853887 0.36492144 0.41329187 0.41581973 0.4305022  0.31214306\n",
      "  0.42061804 0.45617517 0.4617616  0.3548752 ]\n",
      " [0.42649295 0.41067026 0.43593662 0.47651922 0.46348337 0.45646139\n",
      "  0.49664221 0.53052738 0.43960784 0.36801663 1.         0.52127031\n",
      "  0.44316723 0.3723701  0.48825279 0.42093666 0.34081099 0.39192427\n",
      "  0.43904693 0.43119092 0.46379982 0.3373749  0.55406554 0.3354329\n",
      "  0.56032054 0.58098747 0.63672716 0.4493121 ]\n",
      " [0.13308373 0.17572492 0.18020933 0.04777605 0.18302406 0.40620708\n",
      "  0.11474645 0.28507621 0.21598917 0.20528373 0.52127031 1.\n",
      "  0.06940276 0.23301967 0.19187811 0.31572405 0.34460219 0.4262898\n",
      "  0.22562244 0.31934173 0.42744867 0.46699444 0.45416935 0.31294884\n",
      "  0.4015205  0.47929527 0.52105611 0.2623763 ]\n",
      " [0.13060309 0.18598297 0.20210835 0.08529911 0.20523518 0.39074721\n",
      "  0.08670673 0.34907164 0.24531949 0.12746841 0.44316723 0.06940276\n",
      "  1.         0.24906792 0.1785552  0.35390895 0.3521358  0.40980775\n",
      "  0.22093984 0.34595536 0.46216767 0.46423139 0.47478038 0.2872643\n",
      "  0.4574731  0.51080807 0.53317105 0.30515396]\n",
      " [0.16461149 0.15125728 0.1231068  0.273735   0.08143862 0.37949\n",
      "  0.179957   0.16231444 0.10692132 0.28745297 0.3723701  0.23301967\n",
      "  0.24906792 1.         0.24756256 0.19484984 0.11694354 0.28320675\n",
      "  0.14288939 0.16055019 0.22687451 0.30982964 0.34859134 0.15490355\n",
      "  0.25204127 0.38602122 0.50487467 0.07408968]\n",
      " [0.19611008 0.32476261 0.30887703 0.23249721 0.18873694 0.23357054\n",
      "  0.13992649 0.31499011 0.28436175 0.1717142  0.48825279 0.19187811\n",
      "  0.1785552  0.24756256 1.         0.33931767 0.30125378 0.36969712\n",
      "  0.1892623  0.30819656 0.4092204  0.45020847 0.43024831 0.28165374\n",
      "  0.34259627 0.46648439 0.43011482 0.28540767]\n",
      " [0.24216968 0.28083346 0.29887266 0.32501955 0.27845368 0.41381307\n",
      "  0.28508106 0.12737654 0.25401453 0.39752021 0.42093666 0.31572405\n",
      "  0.35390895 0.19484984 0.33931767 1.         0.15390694 0.21951233\n",
      "  0.18725579 0.11133744 0.19486528 0.16188059 0.24067189 0.20150759\n",
      "  0.21200943 0.25659437 0.39664552 0.20006318]\n",
      " [0.26142827 0.28993472 0.27324933 0.34890886 0.21871329 0.36393802\n",
      "  0.27739347 0.17208995 0.21780273 0.33418307 0.34081099 0.34460219\n",
      "  0.3521358  0.11694354 0.30125378 0.15390694 1.         0.15900904\n",
      "  0.11877947 0.11466222 0.12683758 0.15340985 0.2195579  0.1302129\n",
      "  0.19721908 0.24027898 0.38917945 0.13117448]\n",
      " [0.38229775 0.42728911 0.43853958 0.40609669 0.35941476 0.36645968\n",
      "  0.37355001 0.25948203 0.39130437 0.33709514 0.39192427 0.4262898\n",
      "  0.40980775 0.28320675 0.36969712 0.21951233 0.15900904 1.\n",
      "  0.25895245 0.22539525 0.16805335 0.08756672 0.17196082 0.26478841\n",
      "  0.25621131 0.15327542 0.3414669  0.3159653 ]\n",
      " [0.17473364 0.25938132 0.22557158 0.24972882 0.18853824 0.35325152\n",
      "  0.14342772 0.1844189  0.17822221 0.27853887 0.43904693 0.22562244\n",
      "  0.22093984 0.14288939 0.1892623  0.18725579 0.11877947 0.25895245\n",
      "  1.         0.13640413 0.23557222 0.26388411 0.26878237 0.10026042\n",
      "  0.26360028 0.31373784 0.39781985 0.13203157]\n",
      " [0.25575711 0.27570329 0.27666798 0.32698814 0.2224772  0.38210436\n",
      "  0.27360281 0.08104846 0.21447802 0.36492144 0.43119092 0.31934173\n",
      "  0.34595536 0.16055019 0.30819656 0.11133744 0.11466222 0.22539525\n",
      "  0.13640413 1.         0.11405597 0.19580321 0.20775065 0.18167245\n",
      "  0.12869095 0.2521409  0.3208701  0.12215834]\n",
      " [0.40071304 0.39001525 0.39954795 0.41572942 0.31194754 0.4277856\n",
      "  0.41896874 0.11874103 0.34146138 0.41329187 0.46379982 0.42744867\n",
      "  0.46216767 0.22687451 0.4092204  0.19486528 0.12683758 0.16805335\n",
      "  0.23557222 0.11405597 1.         0.17852825 0.1372658  0.3069982\n",
      "  0.09783612 0.15430423 0.27353911 0.20066138]\n",
      " [0.41061552 0.43663753 0.45304314 0.43238296 0.41933081 0.42604959\n",
      "  0.42385277 0.25526699 0.40693157 0.41581973 0.3373749  0.46699444\n",
      "  0.46423139 0.30982964 0.45020847 0.16188059 0.15340985 0.08756672\n",
      "  0.26388411 0.19580321 0.17852825 1.         0.16919291 0.24582115\n",
      "  0.26701622 0.17169133 0.36246846 0.33005867]\n",
      " [0.45612083 0.52773648 0.5180049  0.41525997 0.43654124 0.45108456\n",
      "  0.43506165 0.19790877 0.47014105 0.4305022  0.55406554 0.45416935\n",
      "  0.47478038 0.34859134 0.43024831 0.24067189 0.2195579  0.17196082\n",
      "  0.26878237 0.20775065 0.1372658  0.16919291 1.         0.37209628\n",
      "  0.1365449  0.070903   0.14041225 0.36227908]\n",
      " [0.18241795 0.2550923  0.21783585 0.32997511 0.21620109 0.3939244\n",
      "  0.19532475 0.27875151 0.17169065 0.31214306 0.3354329  0.31294884\n",
      "  0.2872643  0.15490355 0.28165374 0.20150759 0.1302129  0.26478841\n",
      "  0.10026042 0.18167245 0.3069982  0.24582115 0.37209628 1.\n",
      "  0.36488814 0.40896641 0.51256049 0.17450286]\n",
      " [0.3824787  0.4302772  0.43002439 0.39168392 0.28550291 0.39661992\n",
      "  0.39358005 0.08761169 0.37252277 0.42061804 0.56032054 0.4015205\n",
      "  0.4574731  0.25204127 0.34259627 0.21200943 0.19721908 0.25621131\n",
      "  0.26360028 0.12869095 0.09783612 0.26701622 0.1365449  0.36488814\n",
      "  1.         0.17818066 0.18320346 0.2454061 ]\n",
      " [0.49333427 0.53568478 0.54764798 0.43440771 0.46082024 0.45036156\n",
      "  0.46557653 0.22304631 0.49964928 0.45617517 0.58098747 0.47929527\n",
      "  0.51080807 0.38602122 0.46648439 0.25659437 0.24027898 0.15327542\n",
      "  0.31373784 0.2521409  0.15430423 0.17169133 0.070903   0.40896641\n",
      "  0.17818066 1.         0.25464888 0.38941841]\n",
      " [0.51472036 0.65190827 0.62970997 0.46586174 0.52795108 0.44445833\n",
      "  0.50983527 0.31124562 0.58349221 0.4617616  0.63672716 0.52105611\n",
      "  0.53317105 0.50487467 0.43011482 0.39664552 0.38917945 0.3414669\n",
      "  0.39781985 0.3208701  0.27353911 0.36246846 0.14041225 0.51256049\n",
      "  0.18320346 0.25464888 1.         0.50861337]\n",
      " [0.20339349 0.16007376 0.14186034 0.32167638 0.12825451 0.42007965\n",
      "  0.22785264 0.13910524 0.09571518 0.3548752  0.4493121  0.2623763\n",
      "  0.30515396 0.07408968 0.28540767 0.20006318 0.13117448 0.3159653\n",
      "  0.13203157 0.12215834 0.20066138 0.33005867 0.36227908 0.17450286\n",
      "  0.2454061  0.38941841 0.50861337 1.        ]]\n",
      "Rips complex is of dimension 1 - 406 simplices - 28 vertices.\n",
      "[0] -> 0.00\n",
      "[1] -> 0.00\n",
      "[2] -> 0.00\n",
      "[3] -> 0.00\n",
      "[4] -> 0.00\n",
      "[5] -> 0.00\n",
      "[6] -> 0.00\n",
      "[7] -> 0.00\n",
      "[8] -> 0.00\n",
      "[9] -> 0.00\n",
      "[10] -> 0.00\n",
      "[11] -> 0.00\n",
      "[12] -> 0.00\n",
      "[13] -> 0.00\n",
      "[14] -> 0.00\n",
      "[15] -> 0.00\n",
      "[16] -> 0.00\n",
      "[17] -> 0.00\n",
      "[18] -> 0.00\n",
      "[19] -> 0.00\n",
      "[20] -> 0.00\n",
      "[21] -> 0.00\n",
      "[22] -> 0.00\n",
      "[23] -> 0.00\n",
      "[24] -> 0.00\n",
      "[25] -> 0.00\n",
      "[26] -> 0.00\n",
      "[27] -> 0.00\n",
      "[1, 2] -> 0.04\n",
      "[3, 11] -> 0.05\n",
      "[11, 12] -> 0.07\n",
      "[22, 25] -> 0.07\n",
      "[0, 6] -> 0.07\n",
      "[13, 27] -> 0.07\n",
      "[7, 19] -> 0.08\n",
      "[4, 13] -> 0.08\n",
      "[3, 12] -> 0.09\n",
      "[6, 12] -> 0.09\n",
      "[2, 8] -> 0.09\n",
      "[17, 21] -> 0.09\n",
      "[7, 24] -> 0.09\n",
      "[8, 27] -> 0.10\n",
      "[20, 24] -> 0.10\n",
      "[18, 23] -> 0.10\n",
      "[8, 13] -> 0.11\n",
      "[0, 8] -> 0.11\n",
      "[15, 19] -> 0.11\n",
      "[19, 20] -> 0.11\n",
      "[16, 19] -> 0.11\n",
      "[6, 11] -> 0.11\n",
      "[1, 8] -> 0.12\n",
      "[13, 16] -> 0.12\n",
      "[7, 20] -> 0.12\n",
      "[16, 18] -> 0.12\n",
      "[2, 4] -> 0.12\n",
      "[19, 27] -> 0.12\n",
      "[2, 13] -> 0.12\n",
      "[16, 20] -> 0.13\n",
      "[1, 4] -> 0.13\n",
      "[7, 15] -> 0.13\n",
      "[9, 12] -> 0.13\n",
      "[4, 27] -> 0.13\n",
      "[19, 24] -> 0.13\n",
      "[16, 23] -> 0.13\n",
      "[0, 12] -> 0.13\n",
      "[16, 27] -> 0.13\n",
      "[18, 27] -> 0.13\n",
      "[0, 11] -> 0.13\n",
      "[18, 19] -> 0.14\n",
      "[22, 24] -> 0.14\n",
      "[20, 22] -> 0.14\n",
      "[7, 27] -> 0.14\n",
      "[6, 14] -> 0.14\n",
      "[22, 26] -> 0.14\n",
      "[2, 27] -> 0.14\n",
      "[4, 8] -> 0.14\n",
      "[13, 18] -> 0.14\n",
      "[6, 18] -> 0.14\n",
      "[6, 9] -> 0.15\n",
      "[3, 6] -> 0.15\n",
      "[1, 13] -> 0.15\n",
      "[17, 25] -> 0.15\n",
      "[6, 8] -> 0.15\n",
      "[16, 21] -> 0.15\n",
      "[15, 16] -> 0.15\n",
      "[20, 25] -> 0.15\n",
      "[13, 23] -> 0.15\n",
      "[16, 17] -> 0.16\n",
      "[0, 2] -> 0.16\n",
      "[1, 27] -> 0.16\n",
      "[0, 3] -> 0.16\n",
      "[13, 19] -> 0.16\n",
      "[15, 21] -> 0.16\n",
      "[7, 13] -> 0.16\n",
      "[4, 6] -> 0.16\n",
      "[0, 13] -> 0.16\n",
      "[17, 20] -> 0.17\n",
      "[21, 22] -> 0.17\n",
      "[0, 4] -> 0.17\n",
      "[8, 23] -> 0.17\n",
      "[21, 25] -> 0.17\n",
      "[9, 14] -> 0.17\n",
      "[17, 22] -> 0.17\n",
      "[7, 16] -> 0.17\n",
      "[23, 27] -> 0.17\n",
      "[0, 18] -> 0.17\n",
      "[1, 11] -> 0.18\n",
      "[0, 1] -> 0.18\n",
      "[24, 25] -> 0.18\n",
      "[8, 18] -> 0.18\n",
      "[20, 21] -> 0.18\n",
      "[12, 14] -> 0.18\n",
      "[6, 13] -> 0.18\n",
      "[2, 11] -> 0.18\n",
      "[19, 23] -> 0.18\n",
      "[0, 23] -> 0.18\n",
      "[2, 6] -> 0.18\n",
      "[4, 11] -> 0.18\n",
      "[24, 26] -> 0.18\n",
      "[7, 18] -> 0.18\n",
      "[1, 12] -> 0.19\n",
      "[15, 18] -> 0.19\n",
      "[4, 18] -> 0.19\n",
      "[4, 14] -> 0.19\n",
      "[14, 18] -> 0.19\n",
      "[4, 7] -> 0.19\n",
      "[11, 14] -> 0.19\n",
      "[13, 15] -> 0.19\n",
      "[15, 20] -> 0.19\n",
      "[6, 23] -> 0.20\n",
      "[19, 21] -> 0.20\n",
      "[0, 9] -> 0.20\n",
      "[0, 14] -> 0.20\n",
      "[16, 24] -> 0.20\n",
      "[7, 22] -> 0.20\n",
      "[3, 9] -> 0.20\n",
      "[15, 27] -> 0.20\n",
      "[20, 27] -> 0.20\n",
      "[1, 6] -> 0.20\n",
      "[15, 23] -> 0.20\n",
      "[2, 12] -> 0.20\n",
      "[0, 27] -> 0.20\n",
      "[4, 12] -> 0.21\n",
      "[9, 11] -> 0.21\n",
      "[19, 22] -> 0.21\n",
      "[15, 24] -> 0.21\n",
      "[5, 9] -> 0.21\n",
      "[8, 19] -> 0.21\n",
      "[8, 11] -> 0.22\n",
      "[4, 23] -> 0.22\n",
      "[8, 16] -> 0.22\n",
      "[2, 23] -> 0.22\n",
      "[4, 16] -> 0.22\n",
      "[15, 17] -> 0.22\n",
      "[16, 22] -> 0.22\n",
      "[12, 18] -> 0.22\n",
      "[4, 19] -> 0.22\n",
      "[7, 25] -> 0.22\n",
      "[17, 19] -> 0.23\n",
      "[2, 18] -> 0.23\n",
      "[11, 18] -> 0.23\n",
      "[13, 20] -> 0.23\n",
      "[6, 27] -> 0.23\n",
      "[3, 14] -> 0.23\n",
      "[1, 3] -> 0.23\n",
      "[11, 13] -> 0.23\n",
      "[5, 14] -> 0.23\n",
      "[18, 20] -> 0.24\n",
      "[2, 3] -> 0.24\n",
      "[16, 25] -> 0.24\n",
      "[15, 22] -> 0.24\n",
      "[0, 15] -> 0.24\n",
      "[7, 8] -> 0.25\n",
      "[8, 12] -> 0.25\n",
      "[24, 27] -> 0.25\n",
      "[21, 23] -> 0.25\n",
      "[13, 14] -> 0.25\n",
      "[12, 13] -> 0.25\n",
      "[3, 18] -> 0.25\n",
      "[13, 24] -> 0.25\n",
      "[19, 25] -> 0.25\n",
      "[1, 7] -> 0.25\n",
      "[8, 15] -> 0.25\n",
      "[25, 26] -> 0.25\n",
      "[1, 23] -> 0.26\n",
      "[7, 21] -> 0.26\n",
      "[0, 19] -> 0.26\n",
      "[17, 24] -> 0.26\n",
      "[15, 25] -> 0.26\n",
      "[17, 18] -> 0.26\n",
      "[1, 18] -> 0.26\n",
      "[7, 17] -> 0.26\n",
      "[0, 16] -> 0.26\n",
      "[11, 27] -> 0.26\n",
      "[3, 8] -> 0.26\n",
      "[18, 24] -> 0.26\n",
      "[18, 21] -> 0.26\n",
      "[3, 4] -> 0.26\n",
      "[17, 23] -> 0.26\n",
      "[21, 24] -> 0.27\n",
      "[2, 7] -> 0.27\n",
      "[18, 22] -> 0.27\n",
      "[4, 9] -> 0.27\n",
      "[2, 16] -> 0.27\n",
      "[20, 26] -> 0.27\n",
      "[6, 19] -> 0.27\n",
      "[3, 13] -> 0.27\n",
      "[1, 19] -> 0.28\n",
      "[2, 19] -> 0.28\n",
      "[6, 16] -> 0.28\n",
      "[0, 7] -> 0.28\n",
      "[4, 15] -> 0.28\n",
      "[9, 18] -> 0.28\n",
      "[7, 23] -> 0.28\n",
      "[1, 15] -> 0.28\n",
      "[14, 23] -> 0.28\n",
      "[13, 17] -> 0.28\n",
      "[6, 7] -> 0.28\n",
      "[8, 14] -> 0.28\n",
      "[7, 11] -> 0.29\n",
      "[6, 15] -> 0.29\n",
      "[14, 27] -> 0.29\n",
      "[4, 24] -> 0.29\n",
      "[12, 23] -> 0.29\n",
      "[9, 13] -> 0.29\n",
      "[1, 16] -> 0.29\n",
      "[2, 15] -> 0.30\n",
      "[14, 16] -> 0.30\n",
      "[12, 27] -> 0.31\n",
      "[5, 6] -> 0.31\n",
      "[20, 23] -> 0.31\n",
      "[14, 19] -> 0.31\n",
      "[2, 14] -> 0.31\n",
      "[8, 9] -> 0.31\n",
      "[13, 21] -> 0.31\n",
      "[7, 26] -> 0.31\n",
      "[3, 7] -> 0.31\n",
      "[4, 20] -> 0.31\n",
      "[9, 23] -> 0.31\n",
      "[11, 23] -> 0.31\n",
      "[1, 9] -> 0.31\n",
      "[18, 25] -> 0.31\n",
      "[7, 14] -> 0.31\n",
      "[11, 15] -> 0.32\n",
      "[17, 27] -> 0.32\n",
      "[0, 5] -> 0.32\n",
      "[11, 19] -> 0.32\n",
      "[19, 26] -> 0.32\n",
      "[3, 27] -> 0.32\n",
      "[1, 14] -> 0.32\n",
      "[3, 15] -> 0.33\n",
      "[3, 19] -> 0.33\n",
      "[2, 9] -> 0.33\n",
      "[3, 23] -> 0.33\n",
      "[21, 27] -> 0.33\n",
      "[9, 16] -> 0.33\n",
      "[10, 23] -> 0.34\n",
      "[9, 17] -> 0.34\n",
      "[10, 21] -> 0.34\n",
      "[14, 15] -> 0.34\n",
      "[10, 16] -> 0.34\n",
      "[8, 20] -> 0.34\n",
      "[17, 26] -> 0.34\n",
      "[14, 24] -> 0.34\n",
      "[11, 16] -> 0.34\n",
      "[12, 19] -> 0.35\n",
      "[13, 22] -> 0.35\n",
      "[3, 16] -> 0.35\n",
      "[7, 12] -> 0.35\n",
      "[12, 16] -> 0.35\n",
      "[5, 18] -> 0.35\n",
      "[12, 15] -> 0.35\n",
      "[9, 27] -> 0.35\n",
      "[4, 17] -> 0.36\n",
      "[22, 27] -> 0.36\n",
      "[21, 26] -> 0.36\n",
      "[5, 16] -> 0.36\n",
      "[23, 24] -> 0.36\n",
      "[9, 19] -> 0.36\n",
      "[5, 17] -> 0.37\n",
      "[9, 10] -> 0.37\n",
      "[14, 17] -> 0.37\n",
      "[22, 23] -> 0.37\n",
      "[10, 13] -> 0.37\n",
      "[8, 24] -> 0.37\n",
      "[6, 17] -> 0.37\n",
      "[5, 8] -> 0.38\n",
      "[5, 13] -> 0.38\n",
      "[5, 19] -> 0.38\n",
      "[0, 17] -> 0.38\n",
      "[0, 24] -> 0.38\n",
      "[4, 5] -> 0.38\n",
      "[13, 25] -> 0.39\n",
      "[16, 26] -> 0.39\n",
      "[25, 27] -> 0.39\n",
      "[1, 20] -> 0.39\n",
      "[5, 12] -> 0.39\n",
      "[8, 17] -> 0.39\n",
      "[3, 24] -> 0.39\n",
      "[10, 17] -> 0.39\n",
      "[7, 9] -> 0.39\n",
      "[3, 5] -> 0.39\n",
      "[6, 24] -> 0.39\n",
      "[5, 23] -> 0.39\n",
      "[5, 24] -> 0.40\n",
      "[15, 26] -> 0.40\n",
      "[9, 15] -> 0.40\n",
      "[18, 26] -> 0.40\n",
      "[2, 20] -> 0.40\n",
      "[0, 20] -> 0.40\n",
      "[11, 24] -> 0.40\n",
      "[3, 17] -> 0.41\n",
      "[5, 11] -> 0.41\n",
      "[8, 21] -> 0.41\n",
      "[23, 25] -> 0.41\n",
      "[14, 20] -> 0.41\n",
      "[12, 17] -> 0.41\n",
      "[0, 21] -> 0.41\n",
      "[1, 10] -> 0.41\n",
      "[5, 7] -> 0.41\n",
      "[9, 20] -> 0.41\n",
      "[5, 15] -> 0.41\n",
      "[3, 22] -> 0.42\n",
      "[3, 20] -> 0.42\n",
      "[9, 21] -> 0.42\n",
      "[6, 20] -> 0.42\n",
      "[4, 21] -> 0.42\n",
      "[5, 27] -> 0.42\n",
      "[9, 24] -> 0.42\n",
      "[10, 15] -> 0.42\n",
      "[6, 21] -> 0.42\n",
      "[5, 21] -> 0.43\n",
      "[11, 17] -> 0.43\n",
      "[0, 10] -> 0.43\n",
      "[1, 17] -> 0.43\n",
      "[11, 20] -> 0.43\n",
      "[5, 20] -> 0.43\n",
      "[2, 24] -> 0.43\n",
      "[14, 26] -> 0.43\n",
      "[14, 22] -> 0.43\n",
      "[1, 24] -> 0.43\n",
      "[9, 22] -> 0.43\n",
      "[10, 19] -> 0.43\n",
      "[3, 21] -> 0.43\n",
      "[3, 25] -> 0.43\n",
      "[6, 22] -> 0.44\n",
      "[2, 10] -> 0.44\n",
      "[4, 22] -> 0.44\n",
      "[1, 21] -> 0.44\n",
      "[2, 17] -> 0.44\n",
      "[10, 18] -> 0.44\n",
      "[8, 10] -> 0.44\n",
      "[10, 12] -> 0.44\n",
      "[5, 26] -> 0.44\n",
      "[10, 27] -> 0.45\n",
      "[14, 21] -> 0.45\n",
      "[5, 25] -> 0.45\n",
      "[5, 22] -> 0.45\n",
      "[2, 21] -> 0.45\n",
      "[11, 22] -> 0.45\n",
      "[0, 22] -> 0.46\n",
      "[9, 25] -> 0.46\n",
      "[5, 10] -> 0.46\n",
      "[1, 5] -> 0.46\n",
      "[12, 24] -> 0.46\n",
      "[4, 25] -> 0.46\n",
      "[9, 26] -> 0.46\n",
      "[12, 20] -> 0.46\n",
      "[4, 10] -> 0.46\n",
      "[10, 20] -> 0.46\n",
      "[12, 21] -> 0.46\n",
      "[6, 25] -> 0.47\n",
      "[3, 26] -> 0.47\n",
      "[14, 25] -> 0.47\n",
      "[11, 21] -> 0.47\n",
      "[2, 5] -> 0.47\n",
      "[8, 22] -> 0.47\n",
      "[12, 22] -> 0.47\n",
      "[3, 10] -> 0.48\n",
      "[11, 25] -> 0.48\n",
      "[10, 14] -> 0.49\n",
      "[0, 25] -> 0.49\n",
      "[6, 10] -> 0.50\n",
      "[8, 25] -> 0.50\n",
      "[13, 26] -> 0.50\n",
      "[26, 27] -> 0.51\n",
      "[6, 26] -> 0.51\n",
      "[12, 25] -> 0.51\n",
      "[23, 26] -> 0.51\n",
      "[0, 26] -> 0.51\n",
      "[2, 22] -> 0.52\n",
      "[11, 26] -> 0.52\n",
      "[10, 11] -> 0.52\n",
      "[1, 22] -> 0.53\n",
      "[4, 26] -> 0.53\n",
      "[7, 10] -> 0.53\n",
      "[12, 26] -> 0.53\n",
      "[1, 25] -> 0.54\n",
      "[2, 25] -> 0.55\n",
      "[10, 22] -> 0.55\n",
      "[10, 24] -> 0.56\n",
      "[10, 25] -> 0.58\n",
      "[8, 26] -> 0.58\n",
      "[2, 26] -> 0.63\n",
      "[10, 26] -> 0.64\n",
      "[1, 26] -> 0.65\n",
      "[[1.         0.20580764 0.05244334 0.07198418 0.07329787 0.07993973\n",
      "  0.06760485 0.13798301 0.09056197 0.08383019 0.17921678 0.09530797\n",
      "  0.07536672 0.21377664 0.16448296 0.60214475 0.23308639 0.23751796\n",
      "  0.53872979 0.21522994 0.49515676 0.4760658  0.60001108 0.11691392\n",
      "  0.33925744 0.61310917 0.55140487 0.40928546]\n",
      " [0.20580764 1.         0.20317264 0.18274174 0.18900203 0.24801395\n",
      "  0.09143352 0.31133569 0.15434004 0.14258705 0.31291417 0.18218246\n",
      "  0.16974856 0.29664511 0.02898969 0.59931039 0.30191644 0.34265052\n",
      "  0.52872219 0.22204514 0.45898822 0.4894638  0.56161832 0.19488899\n",
      "  0.39821062 0.53244564 0.52876161 0.46670406]\n",
      " [0.05244334 0.20317264 1.         0.09765109 0.06476713 0.04234791\n",
      "  0.08413674 0.14794723 0.08627349 0.08828175 0.21321682 0.1365019\n",
      "  0.05556652 0.23488341 0.17355673 0.61511859 0.29779492 0.24286819\n",
      "  0.55314337 0.25618951 0.52351854 0.47145242 0.61310352 0.15700032\n",
      "  0.36725651 0.62987707 0.57330868 0.40301648]\n",
      " [0.07198418 0.18274174 0.09765109 1.         0.09631329 0.09509119\n",
      "  0.09685967 0.13350572 0.0987946  0.10520979 0.13642946 0.07857431\n",
      "  0.11277598 0.14673284 0.16351881 0.60323445 0.17576596 0.22132113\n",
      "  0.54485433 0.16097674 0.46363855 0.46531887 0.5946119  0.10511311\n",
      "  0.30022516 0.57704856 0.52411101 0.40925766]\n",
      " [0.07329787 0.18900203 0.06476713 0.09631329 1.         0.04094995\n",
      "  0.07695612 0.16069741 0.05884226 0.03834833 0.23190158 0.05631123\n",
      "  0.02007996 0.1395492  0.15022966 0.63199798 0.28289736 0.22400137\n",
      "  0.56529212 0.19081355 0.5142787  0.47986657 0.64120326 0.14835511\n",
      "  0.35683931 0.61746248 0.58700944 0.41573392]\n",
      " [0.07993973 0.24801395 0.04234791 0.09509119 0.04094995 1.\n",
      "  0.11825999 0.11472155 0.07762984 0.07668308 0.20854981 0.11630704\n",
      "  0.04384153 0.16373378 0.22119115 0.63885117 0.31213664 0.23103075\n",
      "  0.58808981 0.24700992 0.54511874 0.47812633 0.64866475 0.18451487\n",
      "  0.34144168 0.64902205 0.5860728  0.40662568]\n",
      " [0.06760485 0.09143352 0.08413674 0.09685967 0.07695612 0.11825999\n",
      "  1.         0.16339226 0.09009257 0.05236587 0.19254547 0.0857247\n",
      "  0.07419412 0.21648608 0.07497728 0.52531391 0.23614929 0.21886289\n",
      "  0.46267089 0.15073932 0.38674041 0.40049364 0.51336167 0.1190043\n",
      "  0.30932284 0.49911249 0.47901037 0.363682  ]\n",
      " [0.13798301 0.31133569 0.14794723 0.13350572 0.16069741 0.11472155\n",
      "  0.16339226 1.         0.15669295 0.14393784 0.1107839  0.17808601\n",
      "  0.17133725 0.19806857 0.29932384 0.49185748 0.23292428 0.17385656\n",
      "  0.47784696 0.24294723 0.41857989 0.36456088 0.50835898 0.18257689\n",
      "  0.19585002 0.54743991 0.4508466  0.29406111]\n",
      " [0.09056197 0.15434004 0.08627349 0.0987946  0.05884226 0.07762984\n",
      "  0.09009257 0.15669295 1.         0.06467802 0.2094657  0.10202661\n",
      "  0.07364941 0.13736523 0.11649811 0.59515478 0.24859279 0.21720336\n",
      "  0.52962711 0.24353534 0.4875461  0.45128827 0.58354905 0.14702464\n",
      "  0.32210574 0.5875852  0.52460646 0.39414782]\n",
      " [0.08383019 0.14258705 0.08828175 0.10520979 0.03834833 0.07668308\n",
      "  0.05236587 0.14393784 0.06467802 1.         0.22404235 0.07067046\n",
      "  0.05021126 0.15268391 0.11346423 0.59297079 0.25888685 0.21024342\n",
      "  0.52896991 0.16498509 0.44858051 0.44959194 0.59963296 0.12745404\n",
      "  0.32522769 0.56222541 0.5474013  0.38782826]\n",
      " [0.17921678 0.31291417 0.21321682 0.13642946 0.23190158 0.20854981\n",
      "  0.19254547 0.1107839  0.2094657  0.22404235 1.         0.20016399\n",
      "  0.25740702 0.21188535 0.29095829 0.36301435 0.1461684  0.21357659\n",
      "  0.33190153 0.22091231 0.3287966  0.2555122  0.38736209 0.16909181\n",
      "  0.14342347 0.39403536 0.35416871 0.21822036]\n",
      " [0.09530797 0.18218246 0.1365019  0.07857431 0.05631123 0.11630704\n",
      "  0.0857247  0.17808601 0.10202661 0.07067046 0.20016399 1.\n",
      "  0.08546991 0.11972969 0.14064378 0.62834181 0.18976967 0.22275689\n",
      "  0.55376034 0.11865956 0.46857046 0.49882384 0.63071154 0.09853512\n",
      "  0.33221942 0.5968962  0.55647081 0.44484703]\n",
      " [0.07536672 0.16974856 0.05556652 0.11277598 0.02007996 0.04384153\n",
      "  0.07419412 0.17133725 0.07364941 0.05021126 0.25740702 0.08546991\n",
      "  1.         0.18357638 0.13866179 0.64482287 0.31674905 0.24521755\n",
      "  0.57851243 0.21937179 0.5264699  0.50910068 0.64670839 0.17264969\n",
      "  0.37547971 0.63576429 0.59234521 0.44516397]\n",
      " [0.21377664 0.29664511 0.23488341 0.14673284 0.1395492  0.16373378\n",
      "  0.21648608 0.19806857 0.13736523 0.15268391 0.21188535 0.11972969\n",
      "  0.18357638 1.         0.26569599 0.58982506 0.18930231 0.22508076\n",
      "  0.5381133  0.19579439 0.49146613 0.45833476 0.60361639 0.18435798\n",
      "  0.30859154 0.5565244  0.52971045 0.42856443]\n",
      " [0.16448296 0.02898969 0.17355673 0.16351881 0.15022966 0.22119115\n",
      "  0.07497728 0.29932384 0.11649811 0.11346423 0.29095829 0.14064378\n",
      "  0.13866179 0.26569599 1.         0.58438936 0.27580228 0.31870586\n",
      "  0.49537943 0.21284763 0.43359552 0.49037044 0.54991866 0.15939875\n",
      "  0.38329853 0.5328772  0.50902008 0.46040129]\n",
      " [0.60214475 0.59931039 0.61511859 0.60323445 0.63199798 0.63885117\n",
      "  0.52531391 0.49185748 0.59515478 0.59297079 0.36301435 0.62834181\n",
      "  0.64482287 0.58982506 0.58438936 1.         0.4991539  0.46346487\n",
      "  0.04248015 0.56409599 0.21623949 0.11362324 0.05554671 0.57856529\n",
      "  0.20770067 0.14006867 0.12563856 0.13183226]\n",
      " [0.23308639 0.30191644 0.29779492 0.17576596 0.28289736 0.31213664\n",
      "  0.23614929 0.23292428 0.24859279 0.25888685 0.1461684  0.18976967\n",
      "  0.31674905 0.18930231 0.27580228 0.4991539  1.         0.23763822\n",
      "  0.45518085 0.17185977 0.35392079 0.41138646 0.50358345 0.13721792\n",
      "  0.30178124 0.46894756 0.43762465 0.40648351]\n",
      " [0.23751796 0.34265052 0.24286819 0.22132113 0.22400137 0.23103075\n",
      "  0.21886289 0.17385656 0.21720336 0.21024342 0.21357659 0.22275689\n",
      "  0.24521755 0.22508076 0.31870586 0.46346487 0.23763822 1.\n",
      "  0.43069945 0.21362489 0.36143502 0.35462651 0.48143844 0.21656818\n",
      "  0.27067734 0.48665767 0.43784046 0.31001614]\n",
      " [0.53872979 0.52872219 0.55314337 0.54485433 0.56529212 0.58808981\n",
      "  0.46267089 0.47784696 0.52962711 0.52896991 0.33190153 0.55376034\n",
      "  0.57851243 0.5381133  0.49537943 0.04248015 0.45518085 0.43069945\n",
      "  1.         0.50577682 0.18911937 0.1203511  0.0558044  0.51323746\n",
      "  0.19898533 0.13010124 0.10839436 0.13562863]\n",
      " [0.21522994 0.22204514 0.25618951 0.16097674 0.19081355 0.24700992\n",
      "  0.15073932 0.24294723 0.24353534 0.16498509 0.22091231 0.11865956\n",
      "  0.21937179 0.19579439 0.21284763 0.56409599 0.17185977 0.21362489\n",
      "  0.50577682 1.         0.41656791 0.45347724 0.56660244 0.12442236\n",
      "  0.34829953 0.49990319 0.51557353 0.42233133]\n",
      " [0.49515676 0.45898822 0.52351854 0.46363855 0.5142787  0.54511874\n",
      "  0.38674041 0.41857989 0.4875461  0.44858051 0.3287966  0.46857046\n",
      "  0.5264699  0.49146613 0.43359552 0.21623949 0.35392079 0.36143502\n",
      "  0.18911937 0.41656791 1.         0.25675843 0.2220881  0.43694436\n",
      "  0.22654234 0.22921148 0.17738585 0.27626367]\n",
      " [0.4760658  0.4894638  0.47145242 0.46531887 0.47986657 0.47812633\n",
      "  0.40049364 0.36456088 0.45128827 0.44959194 0.2555122  0.49882384\n",
      "  0.50910068 0.45833476 0.49037044 0.11362324 0.41138646 0.35462651\n",
      "  0.1203511  0.45347724 0.25675843 1.         0.13798123 0.46744006\n",
      "  0.18081616 0.1140084  0.19531004 0.04605818]\n",
      " [0.60001108 0.56161832 0.61310352 0.5946119  0.64120326 0.64866475\n",
      "  0.51336167 0.50835898 0.58354905 0.59963296 0.38736209 0.63071154\n",
      "  0.64670839 0.60361639 0.54991866 0.05554671 0.50358345 0.48143844\n",
      "  0.0558044  0.56660244 0.2220881  0.13798123 1.         0.58183559\n",
      "  0.22977022 0.18176417 0.0584985  0.15367217]\n",
      " [0.11691392 0.19488899 0.15700032 0.10511311 0.14835511 0.18451487\n",
      "  0.1190043  0.18257689 0.14702464 0.12745404 0.16909181 0.09853512\n",
      "  0.17264969 0.18435798 0.15939875 0.57856529 0.13721792 0.21656818\n",
      "  0.51323746 0.12442236 0.43694436 0.46744006 0.58183559 1.\n",
      "  0.32469036 0.58031431 0.51775728 0.411488  ]\n",
      " [0.33925744 0.39821062 0.36725651 0.30022516 0.35683931 0.34144168\n",
      "  0.30932284 0.19585002 0.32210574 0.32522769 0.14342347 0.33221942\n",
      "  0.37547971 0.30859154 0.38329853 0.20770067 0.30178124 0.27067734\n",
      "  0.19898533 0.34829953 0.22654234 0.18081616 0.22977022 0.32469036\n",
      "  1.         0.28844794 0.201207   0.15238518]\n",
      " [0.61310917 0.53244564 0.62987707 0.57704856 0.61746248 0.64902205\n",
      "  0.49911249 0.54743991 0.5875852  0.56222541 0.39403536 0.5968962\n",
      "  0.63576429 0.5565244  0.5328772  0.14006867 0.46894756 0.48665767\n",
      "  0.13010124 0.49990319 0.22921148 0.1140084  0.18176417 0.58031431\n",
      "  0.28844794 1.         0.23871548 0.17832609]\n",
      " [0.55140487 0.52876161 0.57330868 0.52411101 0.58700944 0.5860728\n",
      "  0.47901037 0.4508466  0.52460646 0.5474013  0.35416871 0.55647081\n",
      "  0.59234521 0.52971045 0.50902008 0.12563856 0.43762465 0.43784046\n",
      "  0.10839436 0.51557353 0.17738585 0.19531004 0.0584985  0.51775728\n",
      "  0.201207   0.23871548 1.         0.20769681]\n",
      " [0.40928546 0.46670406 0.40301648 0.40925766 0.41573392 0.40662568\n",
      "  0.363682   0.29406111 0.39414782 0.38782826 0.21822036 0.44484703\n",
      "  0.44516397 0.42856443 0.46040129 0.13183226 0.40648351 0.31001614\n",
      "  0.13562863 0.42233133 0.27626367 0.04605818 0.15367217 0.411488\n",
      "  0.15238518 0.17832609 0.20769681 1.        ]]\n",
      "Rips complex is of dimension 1 - 406 simplices - 28 vertices.\n",
      "[0] -> 0.00\n",
      "[1] -> 0.00\n",
      "[2] -> 0.00\n",
      "[3] -> 0.00\n",
      "[4] -> 0.00\n",
      "[5] -> 0.00\n",
      "[6] -> 0.00\n",
      "[7] -> 0.00\n",
      "[8] -> 0.00\n",
      "[9] -> 0.00\n",
      "[10] -> 0.00\n",
      "[11] -> 0.00\n",
      "[12] -> 0.00\n",
      "[13] -> 0.00\n",
      "[14] -> 0.00\n",
      "[15] -> 0.00\n",
      "[16] -> 0.00\n",
      "[17] -> 0.00\n",
      "[18] -> 0.00\n",
      "[19] -> 0.00\n",
      "[20] -> 0.00\n",
      "[21] -> 0.00\n",
      "[22] -> 0.00\n",
      "[23] -> 0.00\n",
      "[24] -> 0.00\n",
      "[25] -> 0.00\n",
      "[26] -> 0.00\n",
      "[27] -> 0.00\n",
      "[4, 12] -> 0.02\n",
      "[1, 14] -> 0.03\n",
      "[4, 9] -> 0.04\n",
      "[4, 5] -> 0.04\n",
      "[2, 5] -> 0.04\n",
      "[15, 18] -> 0.04\n",
      "[5, 12] -> 0.04\n",
      "[21, 27] -> 0.05\n",
      "[9, 12] -> 0.05\n",
      "[6, 9] -> 0.05\n",
      "[0, 2] -> 0.05\n",
      "[15, 22] -> 0.06\n",
      "[2, 12] -> 0.06\n",
      "[18, 22] -> 0.06\n",
      "[4, 11] -> 0.06\n",
      "[22, 26] -> 0.06\n",
      "[4, 8] -> 0.06\n",
      "[8, 9] -> 0.06\n",
      "[2, 4] -> 0.06\n",
      "[0, 6] -> 0.07\n",
      "[9, 11] -> 0.07\n",
      "[0, 3] -> 0.07\n",
      "[0, 4] -> 0.07\n",
      "[8, 12] -> 0.07\n",
      "[6, 12] -> 0.07\n",
      "[6, 14] -> 0.07\n",
      "[0, 12] -> 0.08\n",
      "[5, 9] -> 0.08\n",
      "[4, 6] -> 0.08\n",
      "[5, 8] -> 0.08\n",
      "[3, 11] -> 0.08\n",
      "[0, 5] -> 0.08\n",
      "[0, 9] -> 0.08\n",
      "[2, 6] -> 0.08\n",
      "[11, 12] -> 0.09\n",
      "[6, 11] -> 0.09\n",
      "[2, 8] -> 0.09\n",
      "[2, 9] -> 0.09\n",
      "[6, 8] -> 0.09\n",
      "[0, 8] -> 0.09\n",
      "[1, 6] -> 0.09\n",
      "[3, 5] -> 0.10\n",
      "[0, 11] -> 0.10\n",
      "[3, 4] -> 0.10\n",
      "[3, 6] -> 0.10\n",
      "[2, 3] -> 0.10\n",
      "[11, 23] -> 0.10\n",
      "[3, 8] -> 0.10\n",
      "[8, 11] -> 0.10\n",
      "[3, 23] -> 0.11\n",
      "[3, 9] -> 0.11\n",
      "[18, 26] -> 0.11\n",
      "[7, 10] -> 0.11\n",
      "[3, 12] -> 0.11\n",
      "[9, 14] -> 0.11\n",
      "[15, 21] -> 0.11\n",
      "[21, 25] -> 0.11\n",
      "[5, 7] -> 0.11\n",
      "[5, 11] -> 0.12\n",
      "[8, 14] -> 0.12\n",
      "[0, 23] -> 0.12\n",
      "[5, 6] -> 0.12\n",
      "[11, 19] -> 0.12\n",
      "[6, 23] -> 0.12\n",
      "[11, 13] -> 0.12\n",
      "[18, 21] -> 0.12\n",
      "[19, 23] -> 0.12\n",
      "[15, 26] -> 0.13\n",
      "[9, 23] -> 0.13\n",
      "[18, 25] -> 0.13\n",
      "[15, 27] -> 0.13\n",
      "[3, 7] -> 0.13\n",
      "[18, 27] -> 0.14\n",
      "[3, 10] -> 0.14\n",
      "[2, 11] -> 0.14\n",
      "[16, 23] -> 0.14\n",
      "[8, 13] -> 0.14\n",
      "[21, 22] -> 0.14\n",
      "[0, 7] -> 0.14\n",
      "[12, 14] -> 0.14\n",
      "[4, 13] -> 0.14\n",
      "[15, 25] -> 0.14\n",
      "[11, 14] -> 0.14\n",
      "[1, 9] -> 0.14\n",
      "[10, 24] -> 0.14\n",
      "[7, 9] -> 0.14\n",
      "[10, 16] -> 0.15\n",
      "[3, 13] -> 0.15\n",
      "[8, 23] -> 0.15\n",
      "[2, 7] -> 0.15\n",
      "[4, 23] -> 0.15\n",
      "[4, 14] -> 0.15\n",
      "[6, 19] -> 0.15\n",
      "[24, 27] -> 0.15\n",
      "[9, 13] -> 0.15\n",
      "[22, 27] -> 0.15\n",
      "[1, 8] -> 0.15\n",
      "[7, 8] -> 0.16\n",
      "[2, 23] -> 0.16\n",
      "[14, 23] -> 0.16\n",
      "[4, 7] -> 0.16\n",
      "[3, 19] -> 0.16\n",
      "[6, 7] -> 0.16\n",
      "[3, 14] -> 0.16\n",
      "[5, 13] -> 0.16\n",
      "[0, 14] -> 0.16\n",
      "[9, 19] -> 0.16\n",
      "[10, 23] -> 0.17\n",
      "[1, 12] -> 0.17\n",
      "[7, 12] -> 0.17\n",
      "[16, 19] -> 0.17\n",
      "[12, 23] -> 0.17\n",
      "[2, 14] -> 0.17\n",
      "[7, 17] -> 0.17\n",
      "[3, 16] -> 0.18\n",
      "[20, 26] -> 0.18\n",
      "[7, 11] -> 0.18\n",
      "[25, 27] -> 0.18\n",
      "[0, 10] -> 0.18\n",
      "[21, 24] -> 0.18\n",
      "[22, 25] -> 0.18\n",
      "[1, 11] -> 0.18\n",
      "[7, 23] -> 0.18\n",
      "[1, 3] -> 0.18\n",
      "[12, 13] -> 0.18\n",
      "[13, 23] -> 0.18\n",
      "[5, 23] -> 0.18\n",
      "[1, 4] -> 0.19\n",
      "[18, 20] -> 0.19\n",
      "[13, 16] -> 0.19\n",
      "[11, 16] -> 0.19\n",
      "[4, 19] -> 0.19\n",
      "[6, 10] -> 0.19\n",
      "[1, 23] -> 0.19\n",
      "[21, 26] -> 0.20\n",
      "[13, 19] -> 0.20\n",
      "[7, 24] -> 0.20\n",
      "[7, 13] -> 0.20\n",
      "[18, 24] -> 0.20\n",
      "[10, 11] -> 0.20\n",
      "[24, 26] -> 0.20\n",
      "[1, 2] -> 0.20\n",
      "[0, 1] -> 0.21\n",
      "[26, 27] -> 0.21\n",
      "[15, 24] -> 0.21\n",
      "[5, 10] -> 0.21\n",
      "[8, 10] -> 0.21\n",
      "[9, 17] -> 0.21\n",
      "[10, 13] -> 0.21\n",
      "[14, 19] -> 0.21\n",
      "[2, 10] -> 0.21\n",
      "[10, 17] -> 0.21\n",
      "[17, 19] -> 0.21\n",
      "[0, 13] -> 0.21\n",
      "[0, 19] -> 0.22\n",
      "[15, 20] -> 0.22\n",
      "[6, 13] -> 0.22\n",
      "[17, 23] -> 0.22\n",
      "[8, 17] -> 0.22\n",
      "[10, 27] -> 0.22\n",
      "[6, 17] -> 0.22\n",
      "[12, 19] -> 0.22\n",
      "[10, 19] -> 0.22\n",
      "[5, 14] -> 0.22\n",
      "[3, 17] -> 0.22\n",
      "[1, 19] -> 0.22\n",
      "[20, 22] -> 0.22\n",
      "[11, 17] -> 0.22\n",
      "[4, 17] -> 0.22\n",
      "[9, 10] -> 0.22\n",
      "[13, 17] -> 0.23\n",
      "[20, 24] -> 0.23\n",
      "[20, 25] -> 0.23\n",
      "[22, 24] -> 0.23\n",
      "[5, 17] -> 0.23\n",
      "[4, 10] -> 0.23\n",
      "[7, 16] -> 0.23\n",
      "[0, 16] -> 0.23\n",
      "[2, 13] -> 0.23\n",
      "[6, 16] -> 0.24\n",
      "[0, 17] -> 0.24\n",
      "[16, 17] -> 0.24\n",
      "[25, 26] -> 0.24\n",
      "[2, 17] -> 0.24\n",
      "[7, 19] -> 0.24\n",
      "[8, 19] -> 0.24\n",
      "[12, 17] -> 0.25\n",
      "[5, 19] -> 0.25\n",
      "[1, 5] -> 0.25\n",
      "[8, 16] -> 0.25\n",
      "[10, 21] -> 0.26\n",
      "[2, 19] -> 0.26\n",
      "[20, 21] -> 0.26\n",
      "[10, 12] -> 0.26\n",
      "[9, 16] -> 0.26\n",
      "[13, 14] -> 0.27\n",
      "[17, 24] -> 0.27\n",
      "[14, 16] -> 0.28\n",
      "[20, 27] -> 0.28\n",
      "[4, 16] -> 0.28\n",
      "[24, 25] -> 0.29\n",
      "[10, 14] -> 0.29\n",
      "[7, 27] -> 0.29\n",
      "[1, 13] -> 0.30\n",
      "[2, 16] -> 0.30\n",
      "[7, 14] -> 0.30\n",
      "[3, 24] -> 0.30\n",
      "[16, 24] -> 0.30\n",
      "[1, 16] -> 0.30\n",
      "[13, 24] -> 0.31\n",
      "[6, 24] -> 0.31\n",
      "[17, 27] -> 0.31\n",
      "[1, 7] -> 0.31\n",
      "[5, 16] -> 0.31\n",
      "[1, 10] -> 0.31\n",
      "[12, 16] -> 0.32\n",
      "[14, 17] -> 0.32\n",
      "[8, 24] -> 0.32\n",
      "[23, 24] -> 0.32\n",
      "[9, 24] -> 0.33\n",
      "[10, 20] -> 0.33\n",
      "[10, 18] -> 0.33\n",
      "[11, 24] -> 0.33\n",
      "[0, 24] -> 0.34\n",
      "[5, 24] -> 0.34\n",
      "[1, 17] -> 0.34\n",
      "[19, 24] -> 0.35\n",
      "[16, 20] -> 0.35\n",
      "[10, 26] -> 0.35\n",
      "[17, 21] -> 0.35\n",
      "[4, 24] -> 0.36\n",
      "[17, 20] -> 0.36\n",
      "[10, 15] -> 0.36\n",
      "[6, 27] -> 0.36\n",
      "[7, 21] -> 0.36\n",
      "[2, 24] -> 0.37\n",
      "[12, 24] -> 0.38\n",
      "[14, 24] -> 0.38\n",
      "[6, 20] -> 0.39\n",
      "[10, 22] -> 0.39\n",
      "[9, 27] -> 0.39\n",
      "[10, 25] -> 0.39\n",
      "[8, 27] -> 0.39\n",
      "[1, 24] -> 0.40\n",
      "[6, 21] -> 0.40\n",
      "[2, 27] -> 0.40\n",
      "[16, 27] -> 0.41\n",
      "[5, 27] -> 0.41\n",
      "[3, 27] -> 0.41\n",
      "[0, 27] -> 0.41\n",
      "[16, 21] -> 0.41\n",
      "[23, 27] -> 0.41\n",
      "[4, 27] -> 0.42\n",
      "[19, 20] -> 0.42\n",
      "[7, 20] -> 0.42\n",
      "[19, 27] -> 0.42\n",
      "[13, 27] -> 0.43\n",
      "[17, 18] -> 0.43\n",
      "[14, 20] -> 0.43\n",
      "[20, 23] -> 0.44\n",
      "[16, 26] -> 0.44\n",
      "[17, 26] -> 0.44\n",
      "[11, 27] -> 0.44\n",
      "[12, 27] -> 0.45\n",
      "[9, 20] -> 0.45\n",
      "[9, 21] -> 0.45\n",
      "[7, 26] -> 0.45\n",
      "[8, 21] -> 0.45\n",
      "[19, 21] -> 0.45\n",
      "[16, 18] -> 0.46\n",
      "[13, 21] -> 0.46\n",
      "[1, 20] -> 0.46\n",
      "[14, 27] -> 0.46\n",
      "[6, 18] -> 0.46\n",
      "[15, 17] -> 0.46\n",
      "[3, 20] -> 0.46\n",
      "[3, 21] -> 0.47\n",
      "[1, 27] -> 0.47\n",
      "[21, 23] -> 0.47\n",
      "[11, 20] -> 0.47\n",
      "[16, 25] -> 0.47\n",
      "[2, 21] -> 0.47\n",
      "[0, 21] -> 0.48\n",
      "[7, 18] -> 0.48\n",
      "[5, 21] -> 0.48\n",
      "[6, 26] -> 0.48\n",
      "[4, 21] -> 0.48\n",
      "[17, 22] -> 0.48\n",
      "[17, 25] -> 0.49\n",
      "[8, 20] -> 0.49\n",
      "[1, 21] -> 0.49\n",
      "[14, 21] -> 0.49\n",
      "[13, 20] -> 0.49\n",
      "[7, 15] -> 0.49\n",
      "[0, 20] -> 0.50\n",
      "[14, 18] -> 0.50\n",
      "[11, 21] -> 0.50\n",
      "[6, 25] -> 0.50\n",
      "[15, 16] -> 0.50\n",
      "[19, 25] -> 0.50\n",
      "[16, 22] -> 0.50\n",
      "[18, 19] -> 0.51\n",
      "[7, 22] -> 0.51\n",
      "[14, 26] -> 0.51\n",
      "[12, 21] -> 0.51\n",
      "[18, 23] -> 0.51\n",
      "[6, 22] -> 0.51\n",
      "[4, 20] -> 0.51\n",
      "[19, 26] -> 0.52\n",
      "[23, 26] -> 0.52\n",
      "[2, 20] -> 0.52\n",
      "[3, 26] -> 0.52\n",
      "[8, 26] -> 0.52\n",
      "[6, 15] -> 0.53\n",
      "[12, 20] -> 0.53\n",
      "[1, 18] -> 0.53\n",
      "[1, 26] -> 0.53\n",
      "[9, 18] -> 0.53\n",
      "[8, 18] -> 0.53\n",
      "[13, 26] -> 0.53\n",
      "[1, 25] -> 0.53\n",
      "[14, 25] -> 0.53\n",
      "[13, 18] -> 0.54\n",
      "[0, 18] -> 0.54\n",
      "[3, 18] -> 0.54\n",
      "[5, 20] -> 0.55\n",
      "[9, 26] -> 0.55\n",
      "[7, 25] -> 0.55\n",
      "[14, 22] -> 0.55\n",
      "[0, 26] -> 0.55\n",
      "[2, 18] -> 0.55\n",
      "[11, 18] -> 0.55\n",
      "[11, 26] -> 0.56\n",
      "[13, 25] -> 0.56\n",
      "[1, 22] -> 0.56\n",
      "[9, 25] -> 0.56\n",
      "[15, 19] -> 0.56\n",
      "[4, 18] -> 0.57\n",
      "[19, 22] -> 0.57\n",
      "[2, 26] -> 0.57\n",
      "[3, 25] -> 0.58\n",
      "[12, 18] -> 0.58\n",
      "[15, 23] -> 0.58\n",
      "[23, 25] -> 0.58\n",
      "[22, 23] -> 0.58\n",
      "[8, 22] -> 0.58\n",
      "[14, 15] -> 0.58\n",
      "[5, 26] -> 0.59\n",
      "[4, 26] -> 0.59\n",
      "[8, 25] -> 0.59\n",
      "[5, 18] -> 0.59\n",
      "[13, 15] -> 0.59\n",
      "[12, 26] -> 0.59\n",
      "[9, 15] -> 0.59\n",
      "[3, 22] -> 0.59\n",
      "[8, 15] -> 0.60\n",
      "[11, 25] -> 0.60\n",
      "[1, 15] -> 0.60\n",
      "[9, 22] -> 0.60\n",
      "[0, 22] -> 0.60\n",
      "[0, 15] -> 0.60\n",
      "[3, 15] -> 0.60\n",
      "[13, 22] -> 0.60\n",
      "[2, 22] -> 0.61\n",
      "[0, 25] -> 0.61\n",
      "[2, 15] -> 0.62\n",
      "[4, 25] -> 0.62\n",
      "[11, 15] -> 0.63\n",
      "[2, 25] -> 0.63\n",
      "[11, 22] -> 0.63\n",
      "[4, 15] -> 0.63\n",
      "[12, 25] -> 0.64\n",
      "[5, 15] -> 0.64\n",
      "[4, 22] -> 0.64\n",
      "[12, 15] -> 0.64\n",
      "[12, 22] -> 0.65\n",
      "[5, 22] -> 0.65\n",
      "[5, 25] -> 0.65\n",
      "[[1.         0.37106948 0.40848082 0.29227163 0.39569569 0.38794148\n",
      "  0.29698087 0.35603464 0.40327751 0.29243469 0.23007911 0.20946426\n",
      "  0.38129712 0.24806362 0.10194095 0.26758421 0.45758133 0.35420264\n",
      "  0.4436983  0.26013575 0.40832723 0.42409658 0.49334643 0.50026061\n",
      "  0.44802071 0.47437697 0.4693658  0.31307617]\n",
      " [0.37106948 1.         0.06616511 0.07185091 0.05477541 0.05022667\n",
      "  0.10226952 0.34491844 0.24413784 0.3061134  0.13106363 0.1279194\n",
      "  0.07140429 0.18276012 0.31137827 0.20608197 0.54435967 0.14548957\n",
      "  0.38305317 0.35349518 0.28772441 0.55493504 0.61823041 0.55342049\n",
      "  0.55571922 0.50105939 0.64156647 0.31617261]\n",
      " [0.40848082 0.06616511 1.         0.0670785  0.02920894 0.04629464\n",
      "  0.07418613 0.30234782 0.20433867 0.32915884 0.24755718 0.15333905\n",
      "  0.04551319 0.3239415  0.31621454 0.2325471  0.57359935 0.08047742\n",
      "  0.3706564  0.37676354 0.2581717  0.55940162 0.63918416 0.60856893\n",
      "  0.59314724 0.50692758 0.66113164 0.33524853]\n",
      " [0.29227163 0.07185091 0.0670785  1.         0.04451036 0.0449745\n",
      "  0.05415599 0.27942338 0.19542919 0.32566071 0.15088489 0.0713831\n",
      "  0.06705173 0.23996095 0.21566944 0.17220343 0.53432822 0.09426267\n",
      "  0.36842711 0.30599768 0.24898293 0.53409383 0.61461701 0.56521206\n",
      "  0.56666456 0.5005789  0.63142215 0.2848061 ]\n",
      " [0.39569569 0.05477541 0.02920894 0.04451036 1.         0.02015501\n",
      "  0.05034893 0.29111126 0.19361476 0.3337017  0.20860996 0.14611874\n",
      "  0.03429365 0.2757199  0.29020517 0.21372916 0.56245504 0.08370637\n",
      "  0.37046429 0.35684925 0.24816388 0.56273761 0.63747143 0.58287032\n",
      "  0.58714276 0.50122942 0.66534978 0.30920988]\n",
      " [0.38794148 0.05022667 0.04629464 0.0449745  0.02015501 1.\n",
      "  0.0578023  0.30016869 0.19006731 0.33246035 0.20649927 0.15130843\n",
      "  0.04625195 0.26936699 0.28893073 0.2127056  0.55513851 0.08436577\n",
      "  0.36175683 0.34174711 0.23863593 0.54812323 0.63084225 0.57343684\n",
      "  0.57908774 0.49481706 0.66687075 0.30234914]\n",
      " [0.29698087 0.10226952 0.07418613 0.05415599 0.05034893 0.0578023\n",
      "  1.         0.24697159 0.17398152 0.2992061  0.21595622 0.1301528\n",
      "  0.05057802 0.24018457 0.21709292 0.17690589 0.49319274 0.09280576\n",
      "  0.3158165  0.30143089 0.21219131 0.4751691  0.56789406 0.5333657\n",
      "  0.52447923 0.43599201 0.59435471 0.23368187]\n",
      " [0.35603464 0.34491844 0.30234782 0.27942338 0.29111126 0.30016869\n",
      "  0.24697159 1.         0.12225861 0.21619896 0.35534229 0.31757806\n",
      "  0.291881   0.34382704 0.31811341 0.17616309 0.25060412 0.20702877\n",
      "  0.17732724 0.24825997 0.15400144 0.30670618 0.31213135 0.31763521\n",
      "  0.32065486 0.2567792  0.34874874 0.24750026]\n",
      " [0.40327751 0.24413784 0.20433867 0.19542919 0.19361476 0.19006731\n",
      "  0.17398152 0.12225861 1.         0.28748482 0.33430196 0.29032278\n",
      "  0.21705693 0.3527887  0.35417181 0.12951234 0.24944472 0.09219804\n",
      "  0.1214746  0.23636261 0.05604791 0.24629335 0.31275826 0.28221775\n",
      "  0.291584   0.19925547 0.41986382 0.21625789]\n",
      " [0.29243469 0.3061134  0.32915884 0.32566071 0.3337017  0.33246035\n",
      "  0.2992061  0.21619896 0.28748482 1.         0.31326972 0.31534831\n",
      "  0.32053558 0.3049702  0.27385478 0.22577586 0.29928031 0.33338223\n",
      "  0.26929953 0.213704   0.28145439 0.3164079  0.34836214 0.3892927\n",
      "  0.31836601 0.30481758 0.32489166 0.21592361]\n",
      " [0.23007911 0.13106363 0.24755718 0.15088489 0.20860996 0.20649927\n",
      "  0.21595622 0.35534229 0.33430196 0.31326972 1.         0.09228476\n",
      "  0.24457664 0.10064981 0.2379741  0.21928248 0.52691973 0.28073899\n",
      "  0.44473387 0.32334325 0.37991292 0.55899691 0.58496908 0.51115188\n",
      "  0.5223657  0.51701982 0.61231995 0.3392079 ]\n",
      " [0.20946426 0.1279194  0.15333905 0.0713831  0.14611874 0.15130843\n",
      "  0.1301528  0.31757806 0.29032278 0.31534831 0.09228476 1.\n",
      "  0.16405695 0.21635761 0.17609777 0.20905489 0.53802524 0.19997977\n",
      "  0.4215748  0.30194741 0.34632894 0.56223679 0.59021863 0.55283433\n",
      "  0.54490654 0.52608759 0.61156449 0.34179812]\n",
      " [0.38129712 0.07140429 0.04551319 0.06705173 0.03429365 0.04625195\n",
      "  0.05057802 0.291881   0.21705693 0.32053558 0.24457664 0.16405695\n",
      "  1.         0.27940005 0.29181926 0.20588515 0.54957874 0.10137901\n",
      "  0.35862992 0.37284858 0.24270469 0.54924069 0.63106218 0.59881183\n",
      "  0.59022782 0.50859347 0.62387756 0.299105  ]\n",
      " [0.24806362 0.18276012 0.3239415  0.23996095 0.2757199  0.26936699\n",
      "  0.24018457 0.34382704 0.3527887  0.3049702  0.10064981 0.21635761\n",
      "  0.27940005 1.         0.29933639 0.21495629 0.4645011  0.33890266\n",
      "  0.40909868 0.34485017 0.36615175 0.4903225  0.5423491  0.47192537\n",
      "  0.47696316 0.46397252 0.53858732 0.26669487]\n",
      " [0.10194095 0.31137827 0.31621454 0.21566944 0.29020517 0.28893073\n",
      "  0.21709292 0.31811341 0.35417181 0.27385478 0.2379741  0.17609777\n",
      "  0.29181926 0.29933639 1.         0.28917549 0.49906627 0.28568216\n",
      "  0.43443782 0.22533712 0.39136424 0.47397533 0.51423945 0.51117876\n",
      "  0.47235915 0.48034982 0.52980447 0.33236991]\n",
      " [0.26758421 0.20608197 0.2325471  0.17220343 0.21372916 0.2127056\n",
      "  0.17690589 0.17616309 0.12951234 0.22577586 0.21928248 0.20905489\n",
      "  0.20588515 0.21495629 0.28917549 1.         0.273147   0.1721142\n",
      "  0.16629903 0.24731497 0.10054492 0.27268029 0.37663907 0.36386695\n",
      "  0.33487011 0.26431919 0.37048776 0.11071807]\n",
      " [0.45758133 0.54435967 0.57359935 0.53432822 0.56245504 0.55513851\n",
      "  0.49319274 0.25060412 0.24944472 0.29928031 0.52691973 0.53802524\n",
      "  0.54957874 0.4645011  0.49906627 0.273147   1.         0.44566454\n",
      "  0.11684665 0.26321053 0.20372917 0.09079967 0.0805957  0.10003114\n",
      "  0.08518084 0.0989348  0.10897647 0.28413603]\n",
      " [0.35420264 0.14548957 0.08047742 0.09426267 0.08370637 0.08436577\n",
      "  0.09280576 0.20702877 0.09219804 0.33338223 0.28073899 0.19997977\n",
      "  0.10137901 0.33890266 0.28568216 0.1721142  0.44566454 1.\n",
      "  0.25797017 0.28648765 0.1431643  0.42134269 0.51064479 0.47551381\n",
      "  0.46753564 0.3769875  0.57791015 0.28095469]\n",
      " [0.4436983  0.38305317 0.3706564  0.36842711 0.37046429 0.36175683\n",
      "  0.3158165  0.17732724 0.1214746  0.26929953 0.44473387 0.4215748\n",
      "  0.35862992 0.40909868 0.43443782 0.16629903 0.11684665 0.25797017\n",
      "  1.         0.24320386 0.09366484 0.13789438 0.16976142 0.16000563\n",
      "  0.13523271 0.07318154 0.23419005 0.2175141 ]\n",
      " [0.26013575 0.35349518 0.37676354 0.30599768 0.35684925 0.34174711\n",
      "  0.30143089 0.24825997 0.23636261 0.213704   0.32334325 0.30194741\n",
      "  0.37284858 0.34485017 0.22533712 0.24731497 0.26321053 0.28648765\n",
      "  0.24320386 1.         0.2774811  0.28377791 0.28291533 0.28172622\n",
      "  0.25166153 0.24801419 0.36787798 0.2503852 ]\n",
      " [0.40832723 0.28772441 0.2581717  0.24898293 0.24816388 0.23863593\n",
      "  0.21219131 0.15400144 0.05604791 0.28145439 0.37991292 0.34632894\n",
      "  0.24270469 0.36615175 0.39136424 0.10054492 0.20372917 0.1431643\n",
      "  0.09366484 0.2774811  1.         0.20661778 0.30898371 0.29530868\n",
      "  0.28226951 0.19022995 0.35320967 0.17868895]\n",
      " [0.42409658 0.55493504 0.55940162 0.53409383 0.56273761 0.54812323\n",
      "  0.4751691  0.30670618 0.24629335 0.3164079  0.55899691 0.56223679\n",
      "  0.54924069 0.4903225  0.47397533 0.27268029 0.09079967 0.42134269\n",
      "  0.13789438 0.28377791 0.20661778 1.         0.14326878 0.18441453\n",
      "  0.11645592 0.08557466 0.16541541 0.22897564]\n",
      " [0.49334643 0.61823041 0.63918416 0.61461701 0.63747143 0.63084225\n",
      "  0.56789406 0.31213135 0.31275826 0.34836214 0.58496908 0.59021863\n",
      "  0.63106218 0.5423491  0.51423945 0.37663907 0.0805957  0.51064479\n",
      "  0.16976142 0.28291533 0.30898371 0.14326878 1.         0.07790465\n",
      "  0.07578863 0.11919086 0.17495389 0.38899513]\n",
      " [0.50026061 0.55342049 0.60856893 0.56521206 0.58287032 0.57343684\n",
      "  0.5333657  0.31763521 0.28221775 0.3892927  0.51115188 0.55283433\n",
      "  0.59881183 0.47192537 0.51117876 0.36386695 0.10003114 0.47551381\n",
      "  0.16000563 0.28172622 0.29530868 0.18441453 0.07790465 1.\n",
      "  0.05995787 0.11286427 0.23083335 0.41597672]\n",
      " [0.44802071 0.55571922 0.59314724 0.56666456 0.58714276 0.57908774\n",
      "  0.52447923 0.32065486 0.291584   0.31836601 0.5223657  0.54490654\n",
      "  0.59022782 0.47696316 0.47235915 0.33487011 0.08518084 0.46753564\n",
      "  0.13523271 0.25166153 0.28226951 0.11645592 0.07578863 0.05995787\n",
      "  1.         0.06680755 0.18728761 0.34733197]\n",
      " [0.47437697 0.50105939 0.50692758 0.5005789  0.50122942 0.49481706\n",
      "  0.43599201 0.2567792  0.19925547 0.30481758 0.51701982 0.52608759\n",
      "  0.50859347 0.46397252 0.48034982 0.26431919 0.0989348  0.3769875\n",
      "  0.07318154 0.24801419 0.19022995 0.08557466 0.11919086 0.11286427\n",
      "  0.06680755 1.         0.25096379 0.27011951]\n",
      " [0.4693658  0.64156647 0.66113164 0.63142215 0.66534978 0.66687075\n",
      "  0.59435471 0.34874874 0.41986382 0.32489166 0.61231995 0.61156449\n",
      "  0.62387756 0.53858732 0.52980447 0.37048776 0.10897647 0.57791015\n",
      "  0.23419005 0.36787798 0.35320967 0.16541541 0.17495389 0.23083335\n",
      "  0.18728761 0.25096379 1.         0.33986396]\n",
      " [0.31307617 0.31617261 0.33524853 0.2848061  0.30920988 0.30234914\n",
      "  0.23368187 0.24750026 0.21625789 0.21592361 0.3392079  0.34179812\n",
      "  0.299105   0.26669487 0.33236991 0.11071807 0.28413603 0.28095469\n",
      "  0.2175141  0.2503852  0.17868895 0.22897564 0.38899513 0.41597672\n",
      "  0.34733197 0.27011951 0.33986396 1.        ]]\n",
      "Rips complex is of dimension 1 - 406 simplices - 28 vertices.\n",
      "[0] -> 0.00\n",
      "[1] -> 0.00\n",
      "[2] -> 0.00\n",
      "[3] -> 0.00\n",
      "[4] -> 0.00\n",
      "[5] -> 0.00\n",
      "[6] -> 0.00\n",
      "[7] -> 0.00\n",
      "[8] -> 0.00\n",
      "[9] -> 0.00\n",
      "[10] -> 0.00\n",
      "[11] -> 0.00\n",
      "[12] -> 0.00\n",
      "[13] -> 0.00\n",
      "[14] -> 0.00\n",
      "[15] -> 0.00\n",
      "[16] -> 0.00\n",
      "[17] -> 0.00\n",
      "[18] -> 0.00\n",
      "[19] -> 0.00\n",
      "[20] -> 0.00\n",
      "[21] -> 0.00\n",
      "[22] -> 0.00\n",
      "[23] -> 0.00\n",
      "[24] -> 0.00\n",
      "[25] -> 0.00\n",
      "[26] -> 0.00\n",
      "[27] -> 0.00\n",
      "[4, 5] -> 0.02\n",
      "[2, 4] -> 0.03\n",
      "[4, 12] -> 0.03\n",
      "[3, 4] -> 0.04\n",
      "[3, 5] -> 0.04\n",
      "[2, 12] -> 0.05\n",
      "[5, 12] -> 0.05\n",
      "[2, 5] -> 0.05\n",
      "[1, 5] -> 0.05\n",
      "[4, 6] -> 0.05\n",
      "[6, 12] -> 0.05\n",
      "[3, 6] -> 0.05\n",
      "[1, 4] -> 0.05\n",
      "[8, 20] -> 0.06\n",
      "[5, 6] -> 0.06\n",
      "[23, 24] -> 0.06\n",
      "[1, 2] -> 0.07\n",
      "[24, 25] -> 0.07\n",
      "[3, 12] -> 0.07\n",
      "[2, 3] -> 0.07\n",
      "[3, 11] -> 0.07\n",
      "[1, 12] -> 0.07\n",
      "[1, 3] -> 0.07\n",
      "[18, 25] -> 0.07\n",
      "[2, 6] -> 0.07\n",
      "[22, 24] -> 0.08\n",
      "[22, 23] -> 0.08\n",
      "[2, 17] -> 0.08\n",
      "[16, 22] -> 0.08\n",
      "[4, 17] -> 0.08\n",
      "[5, 17] -> 0.08\n",
      "[16, 24] -> 0.09\n",
      "[21, 25] -> 0.09\n",
      "[16, 21] -> 0.09\n",
      "[8, 17] -> 0.09\n",
      "[10, 11] -> 0.09\n",
      "[6, 17] -> 0.09\n",
      "[18, 20] -> 0.09\n",
      "[3, 17] -> 0.09\n",
      "[16, 25] -> 0.10\n",
      "[16, 23] -> 0.10\n",
      "[15, 20] -> 0.10\n",
      "[10, 13] -> 0.10\n",
      "[12, 17] -> 0.10\n",
      "[0, 14] -> 0.10\n",
      "[1, 6] -> 0.10\n",
      "[16, 26] -> 0.11\n",
      "[15, 27] -> 0.11\n",
      "[23, 25] -> 0.11\n",
      "[21, 24] -> 0.12\n",
      "[16, 18] -> 0.12\n",
      "[22, 25] -> 0.12\n",
      "[8, 18] -> 0.12\n",
      "[7, 8] -> 0.12\n",
      "[1, 11] -> 0.13\n",
      "[8, 15] -> 0.13\n",
      "[6, 11] -> 0.13\n",
      "[1, 10] -> 0.13\n",
      "[18, 24] -> 0.14\n",
      "[18, 21] -> 0.14\n",
      "[17, 20] -> 0.14\n",
      "[21, 22] -> 0.14\n",
      "[1, 17] -> 0.15\n",
      "[4, 11] -> 0.15\n",
      "[3, 10] -> 0.15\n",
      "[5, 11] -> 0.15\n",
      "[2, 11] -> 0.15\n",
      "[7, 20] -> 0.15\n",
      "[18, 23] -> 0.16\n",
      "[11, 12] -> 0.16\n",
      "[21, 26] -> 0.17\n",
      "[15, 18] -> 0.17\n",
      "[18, 22] -> 0.17\n",
      "[15, 17] -> 0.17\n",
      "[3, 15] -> 0.17\n",
      "[6, 8] -> 0.17\n",
      "[22, 26] -> 0.17\n",
      "[11, 14] -> 0.18\n",
      "[7, 15] -> 0.18\n",
      "[6, 15] -> 0.18\n",
      "[7, 18] -> 0.18\n",
      "[20, 27] -> 0.18\n",
      "[1, 13] -> 0.18\n",
      "[21, 23] -> 0.18\n",
      "[24, 26] -> 0.19\n",
      "[5, 8] -> 0.19\n",
      "[20, 25] -> 0.19\n",
      "[4, 8] -> 0.19\n",
      "[3, 8] -> 0.20\n",
      "[8, 25] -> 0.20\n",
      "[11, 17] -> 0.20\n",
      "[16, 20] -> 0.20\n",
      "[2, 8] -> 0.20\n",
      "[12, 15] -> 0.21\n",
      "[1, 15] -> 0.21\n",
      "[5, 10] -> 0.21\n",
      "[20, 21] -> 0.21\n",
      "[7, 17] -> 0.21\n",
      "[4, 10] -> 0.21\n",
      "[11, 15] -> 0.21\n",
      "[0, 11] -> 0.21\n",
      "[6, 20] -> 0.21\n",
      "[5, 15] -> 0.21\n",
      "[9, 19] -> 0.21\n",
      "[4, 15] -> 0.21\n",
      "[13, 15] -> 0.21\n",
      "[3, 14] -> 0.22\n",
      "[9, 27] -> 0.22\n",
      "[6, 10] -> 0.22\n",
      "[7, 9] -> 0.22\n",
      "[8, 27] -> 0.22\n",
      "[11, 13] -> 0.22\n",
      "[8, 12] -> 0.22\n",
      "[6, 14] -> 0.22\n",
      "[18, 27] -> 0.22\n",
      "[10, 15] -> 0.22\n",
      "[14, 19] -> 0.23\n",
      "[9, 15] -> 0.23\n",
      "[21, 27] -> 0.23\n",
      "[0, 10] -> 0.23\n",
      "[23, 26] -> 0.23\n",
      "[2, 15] -> 0.23\n",
      "[6, 27] -> 0.23\n",
      "[18, 26] -> 0.23\n",
      "[8, 19] -> 0.24\n",
      "[10, 14] -> 0.24\n",
      "[5, 20] -> 0.24\n",
      "[3, 13] -> 0.24\n",
      "[6, 13] -> 0.24\n",
      "[12, 20] -> 0.24\n",
      "[18, 19] -> 0.24\n",
      "[1, 8] -> 0.24\n",
      "[10, 12] -> 0.24\n",
      "[8, 21] -> 0.25\n",
      "[6, 7] -> 0.25\n",
      "[15, 19] -> 0.25\n",
      "[7, 27] -> 0.25\n",
      "[2, 10] -> 0.25\n",
      "[19, 25] -> 0.25\n",
      "[0, 13] -> 0.25\n",
      "[4, 20] -> 0.25\n",
      "[7, 19] -> 0.25\n",
      "[3, 20] -> 0.25\n",
      "[8, 16] -> 0.25\n",
      "[19, 27] -> 0.25\n",
      "[7, 16] -> 0.25\n",
      "[25, 26] -> 0.25\n",
      "[19, 24] -> 0.25\n",
      "[7, 25] -> 0.26\n",
      "[17, 18] -> 0.26\n",
      "[2, 20] -> 0.26\n",
      "[0, 19] -> 0.26\n",
      "[16, 19] -> 0.26\n",
      "[15, 25] -> 0.26\n",
      "[13, 27] -> 0.27\n",
      "[0, 15] -> 0.27\n",
      "[9, 18] -> 0.27\n",
      "[5, 13] -> 0.27\n",
      "[25, 27] -> 0.27\n",
      "[15, 21] -> 0.27\n",
      "[15, 16] -> 0.27\n",
      "[9, 14] -> 0.27\n",
      "[4, 13] -> 0.28\n",
      "[19, 20] -> 0.28\n",
      "[12, 13] -> 0.28\n",
      "[3, 7] -> 0.28\n",
      "[10, 17] -> 0.28\n",
      "[17, 27] -> 0.28\n",
      "[9, 20] -> 0.28\n",
      "[19, 23] -> 0.28\n",
      "[8, 23] -> 0.28\n",
      "[20, 24] -> 0.28\n",
      "[19, 22] -> 0.28\n",
      "[19, 21] -> 0.28\n",
      "[16, 27] -> 0.28\n",
      "[3, 27] -> 0.28\n",
      "[14, 17] -> 0.29\n",
      "[17, 19] -> 0.29\n",
      "[8, 9] -> 0.29\n",
      "[1, 20] -> 0.29\n",
      "[5, 14] -> 0.29\n",
      "[14, 15] -> 0.29\n",
      "[4, 14] -> 0.29\n",
      "[8, 11] -> 0.29\n",
      "[4, 7] -> 0.29\n",
      "[8, 24] -> 0.29\n",
      "[12, 14] -> 0.29\n",
      "[7, 12] -> 0.29\n",
      "[0, 3] -> 0.29\n",
      "[0, 9] -> 0.29\n",
      "[20, 23] -> 0.30\n",
      "[0, 6] -> 0.30\n",
      "[12, 27] -> 0.30\n",
      "[6, 9] -> 0.30\n",
      "[9, 16] -> 0.30\n",
      "[13, 14] -> 0.30\n",
      "[5, 7] -> 0.30\n",
      "[6, 19] -> 0.30\n",
      "[11, 19] -> 0.30\n",
      "[2, 7] -> 0.30\n",
      "[5, 27] -> 0.30\n",
      "[9, 25] -> 0.30\n",
      "[9, 13] -> 0.30\n",
      "[3, 19] -> 0.31\n",
      "[1, 9] -> 0.31\n",
      "[7, 21] -> 0.31\n",
      "[20, 22] -> 0.31\n",
      "[4, 27] -> 0.31\n",
      "[1, 14] -> 0.31\n",
      "[7, 22] -> 0.31\n",
      "[8, 22] -> 0.31\n",
      "[0, 27] -> 0.31\n",
      "[9, 10] -> 0.31\n",
      "[9, 11] -> 0.32\n",
      "[6, 18] -> 0.32\n",
      "[1, 27] -> 0.32\n",
      "[2, 14] -> 0.32\n",
      "[9, 21] -> 0.32\n",
      "[7, 11] -> 0.32\n",
      "[7, 23] -> 0.32\n",
      "[7, 14] -> 0.32\n",
      "[9, 24] -> 0.32\n",
      "[9, 12] -> 0.32\n",
      "[7, 24] -> 0.32\n",
      "[10, 19] -> 0.32\n",
      "[2, 13] -> 0.32\n",
      "[9, 26] -> 0.32\n",
      "[3, 9] -> 0.33\n",
      "[2, 9] -> 0.33\n",
      "[14, 27] -> 0.33\n",
      "[5, 9] -> 0.33\n",
      "[9, 17] -> 0.33\n",
      "[4, 9] -> 0.33\n",
      "[8, 10] -> 0.33\n",
      "[15, 24] -> 0.33\n",
      "[2, 27] -> 0.34\n",
      "[13, 17] -> 0.34\n",
      "[10, 27] -> 0.34\n",
      "[26, 27] -> 0.34\n",
      "[5, 19] -> 0.34\n",
      "[11, 27] -> 0.34\n",
      "[7, 13] -> 0.34\n",
      "[13, 19] -> 0.34\n",
      "[1, 7] -> 0.34\n",
      "[11, 20] -> 0.35\n",
      "[24, 27] -> 0.35\n",
      "[9, 22] -> 0.35\n",
      "[7, 26] -> 0.35\n",
      "[8, 13] -> 0.35\n",
      "[20, 26] -> 0.35\n",
      "[1, 19] -> 0.35\n",
      "[8, 14] -> 0.35\n",
      "[0, 17] -> 0.35\n",
      "[7, 10] -> 0.36\n",
      "[0, 7] -> 0.36\n",
      "[4, 19] -> 0.36\n",
      "[12, 18] -> 0.36\n",
      "[5, 18] -> 0.36\n",
      "[15, 23] -> 0.36\n",
      "[13, 20] -> 0.37\n",
      "[19, 26] -> 0.37\n",
      "[3, 18] -> 0.37\n",
      "[4, 18] -> 0.37\n",
      "[15, 26] -> 0.37\n",
      "[2, 18] -> 0.37\n",
      "[0, 1] -> 0.37\n",
      "[12, 19] -> 0.37\n",
      "[15, 22] -> 0.38\n",
      "[2, 19] -> 0.38\n",
      "[17, 25] -> 0.38\n",
      "[10, 20] -> 0.38\n",
      "[0, 12] -> 0.38\n",
      "[1, 18] -> 0.38\n",
      "[0, 5] -> 0.39\n",
      "[22, 27] -> 0.39\n",
      "[9, 23] -> 0.39\n",
      "[14, 20] -> 0.39\n",
      "[0, 4] -> 0.40\n",
      "[0, 8] -> 0.40\n",
      "[0, 20] -> 0.41\n",
      "[0, 2] -> 0.41\n",
      "[13, 18] -> 0.41\n",
      "[23, 27] -> 0.42\n",
      "[8, 26] -> 0.42\n",
      "[17, 21] -> 0.42\n",
      "[11, 18] -> 0.42\n",
      "[0, 21] -> 0.42\n",
      "[14, 18] -> 0.43\n",
      "[6, 25] -> 0.44\n",
      "[0, 18] -> 0.44\n",
      "[10, 18] -> 0.44\n",
      "[16, 17] -> 0.45\n",
      "[0, 24] -> 0.45\n",
      "[0, 16] -> 0.46\n",
      "[13, 25] -> 0.46\n",
      "[13, 16] -> 0.46\n",
      "[17, 24] -> 0.47\n",
      "[0, 26] -> 0.47\n",
      "[13, 23] -> 0.47\n",
      "[14, 24] -> 0.47\n",
      "[14, 21] -> 0.47\n",
      "[0, 25] -> 0.47\n",
      "[6, 21] -> 0.48\n",
      "[17, 23] -> 0.48\n",
      "[13, 24] -> 0.48\n",
      "[14, 25] -> 0.48\n",
      "[13, 21] -> 0.49\n",
      "[6, 16] -> 0.49\n",
      "[0, 22] -> 0.49\n",
      "[5, 25] -> 0.49\n",
      "[14, 16] -> 0.50\n",
      "[0, 23] -> 0.50\n",
      "[3, 25] -> 0.50\n",
      "[1, 25] -> 0.50\n",
      "[4, 25] -> 0.50\n",
      "[2, 25] -> 0.51\n",
      "[12, 25] -> 0.51\n",
      "[17, 22] -> 0.51\n",
      "[10, 23] -> 0.51\n",
      "[14, 23] -> 0.51\n",
      "[14, 22] -> 0.51\n",
      "[10, 25] -> 0.52\n",
      "[10, 24] -> 0.52\n",
      "[6, 24] -> 0.52\n",
      "[11, 25] -> 0.53\n",
      "[10, 16] -> 0.53\n",
      "[14, 26] -> 0.53\n",
      "[6, 23] -> 0.53\n",
      "[3, 21] -> 0.53\n",
      "[3, 16] -> 0.53\n",
      "[11, 16] -> 0.54\n",
      "[13, 26] -> 0.54\n",
      "[13, 22] -> 0.54\n",
      "[1, 16] -> 0.54\n",
      "[11, 24] -> 0.54\n",
      "[5, 21] -> 0.55\n",
      "[12, 21] -> 0.55\n",
      "[12, 16] -> 0.55\n",
      "[11, 23] -> 0.55\n",
      "[1, 23] -> 0.55\n",
      "[1, 21] -> 0.55\n",
      "[5, 16] -> 0.56\n",
      "[1, 24] -> 0.56\n",
      "[10, 21] -> 0.56\n",
      "[2, 21] -> 0.56\n",
      "[11, 21] -> 0.56\n",
      "[4, 16] -> 0.56\n",
      "[4, 21] -> 0.56\n",
      "[3, 23] -> 0.57\n",
      "[3, 24] -> 0.57\n",
      "[6, 22] -> 0.57\n",
      "[5, 23] -> 0.57\n",
      "[2, 16] -> 0.57\n",
      "[17, 26] -> 0.58\n",
      "[5, 24] -> 0.58\n",
      "[4, 23] -> 0.58\n",
      "[10, 22] -> 0.58\n",
      "[4, 24] -> 0.59\n",
      "[11, 22] -> 0.59\n",
      "[12, 24] -> 0.59\n",
      "[2, 24] -> 0.59\n",
      "[6, 26] -> 0.59\n",
      "[12, 23] -> 0.60\n",
      "[2, 23] -> 0.61\n",
      "[11, 26] -> 0.61\n",
      "[10, 26] -> 0.61\n",
      "[3, 22] -> 0.61\n",
      "[1, 22] -> 0.62\n",
      "[12, 26] -> 0.62\n",
      "[5, 22] -> 0.63\n",
      "[12, 22] -> 0.63\n",
      "[3, 26] -> 0.63\n",
      "[4, 22] -> 0.64\n",
      "[2, 22] -> 0.64\n",
      "[1, 26] -> 0.64\n",
      "[2, 26] -> 0.66\n",
      "[4, 26] -> 0.67\n",
      "[5, 26] -> 0.67\n",
      "[[1.         0.30425435 0.29912579 0.2893824  0.1657552  0.19883486\n",
      "  0.29062955 0.22434505 0.28755648 0.32942029 0.29871316 0.21010542\n",
      "  0.33874625 0.32026134 0.14298531 0.37501908 0.40065921 0.47029721\n",
      "  0.43825005 0.16478089 0.46789719 0.34216679 0.51688217 0.57990216\n",
      "  0.54696482 0.56655321 0.41634734 0.25179504]\n",
      " [0.30425435 1.         0.07982955 0.10467899 0.14687319 0.13046518\n",
      "  0.08807845 0.0614071  0.06092683 0.13099174 0.06162297 0.28018932\n",
      "  0.37754275 0.43366544 0.19136316 0.35327161 0.25667347 0.34562168\n",
      "  0.38318584 0.15502608 0.49349191 0.12835119 0.48144779 0.61625393\n",
      "  0.50172876 0.51942127 0.39444457 0.10739425]\n",
      " [0.29912579 0.07982955 1.         0.0842625  0.1533736  0.03855065\n",
      "  0.0537626  0.07692515 0.03458948 0.08979207 0.05945068 0.32356105\n",
      "  0.45534916 0.50174336 0.16139055 0.41324631 0.30584915 0.38834765\n",
      "  0.44938651 0.09052656 0.55362145 0.17207779 0.54544    0.68001379\n",
      "  0.54501746 0.58534494 0.43143165 0.10257758]\n",
      " [0.2893824  0.10467899 0.0842625  1.         0.14107036 0.10808074\n",
      "  0.05691836 0.10633557 0.05870074 0.08530935 0.03568488 0.28596442\n",
      "  0.42065438 0.44227093 0.19392944 0.29694396 0.22846805 0.32280885\n",
      "  0.34825616 0.12361921 0.48425089 0.13893353 0.43340006 0.58876696\n",
      "  0.40864133 0.48748736 0.44290821 0.06546989]\n",
      " [0.1657552  0.14687319 0.1533736  0.14107036 1.         0.13457034\n",
      "  0.11536822 0.06391299 0.13402923 0.20319012 0.14478427 0.16191315\n",
      "  0.36021042 0.36509091 0.05382811 0.34694315 0.31573417 0.41131786\n",
      "  0.37657688 0.14664345 0.47206864 0.20688002 0.44885944 0.57006647\n",
      "  0.50069691 0.52186824 0.41826863 0.09911269]\n",
      " [0.19883486 0.13046518 0.03855065 0.10808074 0.13457034 1.\n",
      "  0.08025183 0.09670061 0.06632407 0.1068317  0.09952179 0.30924184\n",
      "  0.43592716 0.47333724 0.11593228 0.40192904 0.32545379 0.40658116\n",
      "  0.45669477 0.04918349 0.53576636 0.2100943  0.56310764 0.65753794\n",
      "  0.54507379 0.58997966 0.4393356  0.10500701]\n",
      " [0.29062955 0.08807845 0.0537626  0.05691836 0.11536822 0.08025183\n",
      "  1.         0.07363799 0.04614375 0.10653702 0.04312375 0.30977513\n",
      "  0.46012116 0.48992562 0.16734371 0.39136325 0.29342395 0.40290031\n",
      "  0.41715837 0.10680217 0.56284851 0.15201464 0.51126471 0.66556799\n",
      "  0.51419422 0.56968961 0.47440272 0.06465491]\n",
      " [0.22434505 0.0614071  0.07692515 0.10633557 0.06391299 0.09670061\n",
      "  0.07363799 1.         0.07038382 0.16095714 0.08703117 0.23067343\n",
      "  0.37919184 0.40839679 0.09713166 0.35468353 0.29146767 0.38174654\n",
      "  0.38292437 0.11975316 0.47177466 0.16875001 0.46811978 0.59643989\n",
      "  0.50652016 0.52845085 0.4103022  0.06932556]\n",
      " [0.28755648 0.06092683 0.03458948 0.05870074 0.13402923 0.06632407\n",
      "  0.04614375 0.07038382 1.         0.08238352 0.04767548 0.31100149\n",
      "  0.41891221 0.45470671 0.18362056 0.37981853 0.27376349 0.36592876\n",
      "  0.41425122 0.09136505 0.53558881 0.12711216 0.5061339  0.66047525\n",
      "  0.50770465 0.55491765 0.41371696 0.06661267]\n",
      " [0.32942029 0.13099174 0.08979207 0.08530935 0.20319012 0.1068317\n",
      "  0.10653702 0.16095714 0.08238352 1.         0.09604252 0.34404728\n",
      "  0.42200118 0.44472382 0.24089837 0.3159232  0.191078   0.25340293\n",
      "  0.33243471 0.10951122 0.45235658 0.13379085 0.372284   0.54532627\n",
      "  0.3607552  0.42761089 0.41007566 0.14242887]\n",
      " [0.29871316 0.06162297 0.05945068 0.03568488 0.14478427 0.09952179\n",
      "  0.04312375 0.08703117 0.04767548 0.09604252 1.         0.2925219\n",
      "  0.41351925 0.45927501 0.19060013 0.31212753 0.23510166 0.3320992\n",
      "  0.35523452 0.12136641 0.48987266 0.12819556 0.46829348 0.60734207\n",
      "  0.46021362 0.50092948 0.42136777 0.07215255]\n",
      " [0.21010542 0.28018932 0.32356105 0.28596442 0.16191315 0.30924184\n",
      "  0.30977513 0.23067343 0.31100149 0.34404728 0.2925219  1.\n",
      "  0.33734546 0.31899843 0.18063175 0.349496   0.37518365 0.43352972\n",
      "  0.38940345 0.29955545 0.43995336 0.31992309 0.4175513  0.54157026\n",
      "  0.48369589 0.50053858 0.3611513  0.28976314]\n",
      " [0.33874625 0.37754275 0.45534916 0.42065438 0.36021042 0.43592716\n",
      "  0.46012116 0.37919184 0.41891221 0.42200118 0.41351925 0.33734546\n",
      "  1.         0.06869052 0.40494412 0.40266179 0.40706322 0.43233953\n",
      "  0.44085765 0.4107364  0.37253844 0.39875353 0.46753349 0.49680611\n",
      "  0.52806694 0.50413394 0.13239249 0.39728909]\n",
      " [0.32026134 0.43366544 0.50174336 0.44227093 0.36509091 0.47333724\n",
      "  0.48992562 0.40839679 0.45470671 0.44472382 0.45927501 0.31899843\n",
      "  0.06869052 1.         0.43495323 0.47313526 0.46611978 0.48331555\n",
      "  0.49575035 0.4232931  0.43626054 0.43215845 0.4701511  0.55521247\n",
      "  0.54624333 0.54657244 0.15868748 0.41637312]\n",
      " [0.14298531 0.19136316 0.16139055 0.19392944 0.05382811 0.11593228\n",
      "  0.16734371 0.09713166 0.18362056 0.24089837 0.19060013 0.18063175\n",
      "  0.40494412 0.43495323 1.         0.34653956 0.33862512 0.4233994\n",
      "  0.38782733 0.151732   0.46421434 0.26937127 0.49018647 0.55594117\n",
      "  0.52072075 0.53067919 0.45042837 0.15972445]\n",
      " [0.37501908 0.35327161 0.41324631 0.29694396 0.34694315 0.40192904\n",
      "  0.39136325 0.35468353 0.37981853 0.3159232  0.31212753 0.349496\n",
      "  0.40266179 0.47313526 0.34653956 1.         0.1065703  0.14217896\n",
      "  0.06069566 0.38226304 0.14232909 0.27003801 0.16510663 0.18348413\n",
      "  0.1494902  0.13546929 0.41346144 0.35626206]\n",
      " [0.40065921 0.25667347 0.30584915 0.22846805 0.31573417 0.32545379\n",
      "  0.29342395 0.29146767 0.27376349 0.191078   0.23510166 0.37518365\n",
      "  0.40706322 0.46611978 0.33862512 0.1065703  1.         0.05858228\n",
      "  0.1068945  0.30766705 0.15704174 0.14599129 0.1517735  0.21442078\n",
      "  0.12520704 0.13021613 0.39607427 0.28538519]\n",
      " [0.47029721 0.34562168 0.38834765 0.32280885 0.41131786 0.40658116\n",
      "  0.40290031 0.38174654 0.36592876 0.25340293 0.3320992  0.43352972\n",
      "  0.43233953 0.48331555 0.4233994  0.14217896 0.05858228 1.\n",
      "  0.13068664 0.38047265 0.11340112 0.2123856  0.15976836 0.15577764\n",
      "  0.12321397 0.09873767 0.39272184 0.39183533]\n",
      " [0.43825005 0.38318584 0.44938651 0.34825616 0.37657688 0.45669477\n",
      "  0.41715837 0.38292437 0.41425122 0.33243471 0.35523452 0.38940345\n",
      "  0.44085765 0.49575035 0.38782733 0.06069566 0.1068945  0.13068664\n",
      "  1.         0.43952215 0.1410498  0.25372729 0.09083275 0.15505235\n",
      "  0.139717   0.07243054 0.39300699 0.40389129]\n",
      " [0.16478089 0.15502608 0.09052656 0.12361921 0.14664345 0.04918349\n",
      "  0.10680217 0.11975316 0.09136505 0.10951122 0.12136641 0.29955545\n",
      "  0.4107364  0.4232931  0.151732   0.38226304 0.30766705 0.38047265\n",
      "  0.43952215 1.         0.51613083 0.19195736 0.529249   0.64358697\n",
      "  0.52169446 0.56922277 0.43038242 0.10408811]\n",
      " [0.46789719 0.49349191 0.55362145 0.48425089 0.47206864 0.53576636\n",
      "  0.56284851 0.47177466 0.53558881 0.45235658 0.48987266 0.43995336\n",
      "  0.37253844 0.43626054 0.46421434 0.14232909 0.15704174 0.11340112\n",
      "  0.1410498  0.51613083 1.         0.37876642 0.16152605 0.09366549\n",
      "  0.15576067 0.10527343 0.3453101  0.51026786]\n",
      " [0.34216679 0.12835119 0.17207779 0.13893353 0.20688002 0.2100943\n",
      "  0.15201464 0.16875001 0.12711216 0.13379085 0.12819556 0.31992309\n",
      "  0.39875353 0.43215845 0.26937127 0.27003801 0.14599129 0.2123856\n",
      "  0.25372729 0.19195736 0.37876642 1.         0.32328545 0.4950727\n",
      "  0.36918199 0.35458433 0.36572432 0.15558331]\n",
      " [0.51688217 0.48144779 0.54544    0.43340006 0.44885944 0.56310764\n",
      "  0.51126471 0.46811978 0.5061339  0.372284   0.46829348 0.4175513\n",
      "  0.46753349 0.4701511  0.49018647 0.16510663 0.1517735  0.15976836\n",
      "  0.09083275 0.529249   0.16152605 0.32328545 1.         0.16581941\n",
      "  0.08787346 0.07138241 0.410107   0.49615131]\n",
      " [0.57990216 0.61625393 0.68001379 0.58876696 0.57006647 0.65753794\n",
      "  0.66556799 0.59643989 0.66047525 0.54532627 0.60734207 0.54157026\n",
      "  0.49680611 0.55521247 0.55594117 0.18348413 0.21442078 0.15577764\n",
      "  0.15505235 0.64358697 0.09366549 0.4950727  0.16581941 1.\n",
      "  0.13207548 0.07878778 0.48111681 0.62677843]\n",
      " [0.54696482 0.50172876 0.54501746 0.40864133 0.50069691 0.54507379\n",
      "  0.51419422 0.50652016 0.50770465 0.3607552  0.46021362 0.48369589\n",
      "  0.52806694 0.54624333 0.52072075 0.1494902  0.12520704 0.12321397\n",
      "  0.139717   0.52169446 0.15576067 0.36918199 0.08787346 0.13207548\n",
      "  1.         0.0805382  0.49890636 0.49343093]\n",
      " [0.56655321 0.51942127 0.58534494 0.48748736 0.52186824 0.58997966\n",
      "  0.56968961 0.52845085 0.55491765 0.42761089 0.50092948 0.50053858\n",
      "  0.50413394 0.54657244 0.53067919 0.13546929 0.13021613 0.09873767\n",
      "  0.07243054 0.56922277 0.10527343 0.35458433 0.07138241 0.07878778\n",
      "  0.0805382  1.         0.4423953  0.55459092]\n",
      " [0.41634734 0.39444457 0.43143165 0.44290821 0.41826863 0.4393356\n",
      "  0.47440272 0.4103022  0.41371696 0.41007566 0.42136777 0.3611513\n",
      "  0.13239249 0.15868748 0.45042837 0.41346144 0.39607427 0.39272184\n",
      "  0.39300699 0.43038242 0.3453101  0.36572432 0.410107   0.48111681\n",
      "  0.49890636 0.4423953  1.         0.44924205]\n",
      " [0.25179504 0.10739425 0.10257758 0.06546989 0.09911269 0.10500701\n",
      "  0.06465491 0.06932556 0.06661267 0.14242887 0.07215255 0.28976314\n",
      "  0.39728909 0.41637312 0.15972445 0.35626206 0.28538519 0.39183533\n",
      "  0.40389129 0.10408811 0.51026786 0.15558331 0.49615131 0.62677843\n",
      "  0.49343093 0.55459092 0.44924205 1.        ]]\n",
      "Rips complex is of dimension 1 - 406 simplices - 28 vertices.\n",
      "[0] -> 0.00\n",
      "[1] -> 0.00\n",
      "[2] -> 0.00\n",
      "[3] -> 0.00\n",
      "[4] -> 0.00\n",
      "[5] -> 0.00\n",
      "[6] -> 0.00\n",
      "[7] -> 0.00\n",
      "[8] -> 0.00\n",
      "[9] -> 0.00\n",
      "[10] -> 0.00\n",
      "[11] -> 0.00\n",
      "[12] -> 0.00\n",
      "[13] -> 0.00\n",
      "[14] -> 0.00\n",
      "[15] -> 0.00\n",
      "[16] -> 0.00\n",
      "[17] -> 0.00\n",
      "[18] -> 0.00\n",
      "[19] -> 0.00\n",
      "[20] -> 0.00\n",
      "[21] -> 0.00\n",
      "[22] -> 0.00\n",
      "[23] -> 0.00\n",
      "[24] -> 0.00\n",
      "[25] -> 0.00\n",
      "[26] -> 0.00\n",
      "[27] -> 0.00\n",
      "[2, 8] -> 0.03\n",
      "[3, 10] -> 0.04\n",
      "[2, 5] -> 0.04\n",
      "[6, 10] -> 0.04\n",
      "[6, 8] -> 0.05\n",
      "[8, 10] -> 0.05\n",
      "[5, 19] -> 0.05\n",
      "[2, 6] -> 0.05\n",
      "[4, 14] -> 0.05\n",
      "[3, 6] -> 0.06\n",
      "[16, 17] -> 0.06\n",
      "[3, 8] -> 0.06\n",
      "[2, 10] -> 0.06\n",
      "[15, 18] -> 0.06\n",
      "[1, 8] -> 0.06\n",
      "[1, 7] -> 0.06\n",
      "[1, 10] -> 0.06\n",
      "[4, 7] -> 0.06\n",
      "[6, 27] -> 0.06\n",
      "[3, 27] -> 0.07\n",
      "[5, 8] -> 0.07\n",
      "[8, 27] -> 0.07\n",
      "[12, 13] -> 0.07\n",
      "[7, 27] -> 0.07\n",
      "[7, 8] -> 0.07\n",
      "[22, 25] -> 0.07\n",
      "[10, 27] -> 0.07\n",
      "[18, 25] -> 0.07\n",
      "[6, 7] -> 0.07\n",
      "[2, 7] -> 0.08\n",
      "[23, 25] -> 0.08\n",
      "[1, 2] -> 0.08\n",
      "[5, 6] -> 0.08\n",
      "[24, 25] -> 0.08\n",
      "[8, 9] -> 0.08\n",
      "[2, 3] -> 0.08\n",
      "[3, 9] -> 0.09\n",
      "[7, 10] -> 0.09\n",
      "[22, 24] -> 0.09\n",
      "[1, 6] -> 0.09\n",
      "[2, 9] -> 0.09\n",
      "[2, 19] -> 0.09\n",
      "[18, 22] -> 0.09\n",
      "[8, 19] -> 0.09\n",
      "[20, 23] -> 0.09\n",
      "[9, 10] -> 0.10\n",
      "[5, 7] -> 0.10\n",
      "[7, 14] -> 0.10\n",
      "[17, 25] -> 0.10\n",
      "[4, 27] -> 0.10\n",
      "[5, 10] -> 0.10\n",
      "[2, 27] -> 0.10\n",
      "[19, 27] -> 0.10\n",
      "[1, 3] -> 0.10\n",
      "[5, 27] -> 0.11\n",
      "[20, 25] -> 0.11\n",
      "[3, 7] -> 0.11\n",
      "[6, 9] -> 0.11\n",
      "[15, 16] -> 0.11\n",
      "[6, 19] -> 0.11\n",
      "[5, 9] -> 0.11\n",
      "[16, 18] -> 0.11\n",
      "[1, 27] -> 0.11\n",
      "[3, 5] -> 0.11\n",
      "[9, 19] -> 0.11\n",
      "[17, 20] -> 0.11\n",
      "[4, 6] -> 0.12\n",
      "[5, 14] -> 0.12\n",
      "[7, 19] -> 0.12\n",
      "[10, 19] -> 0.12\n",
      "[17, 24] -> 0.12\n",
      "[3, 19] -> 0.12\n",
      "[16, 24] -> 0.13\n",
      "[8, 21] -> 0.13\n",
      "[10, 21] -> 0.13\n",
      "[1, 21] -> 0.13\n",
      "[16, 25] -> 0.13\n",
      "[1, 5] -> 0.13\n",
      "[17, 18] -> 0.13\n",
      "[1, 9] -> 0.13\n",
      "[23, 24] -> 0.13\n",
      "[12, 26] -> 0.13\n",
      "[9, 21] -> 0.13\n",
      "[4, 8] -> 0.13\n",
      "[4, 5] -> 0.13\n",
      "[15, 25] -> 0.14\n",
      "[3, 21] -> 0.14\n",
      "[18, 24] -> 0.14\n",
      "[18, 20] -> 0.14\n",
      "[3, 4] -> 0.14\n",
      "[15, 17] -> 0.14\n",
      "[15, 20] -> 0.14\n",
      "[9, 27] -> 0.14\n",
      "[0, 14] -> 0.14\n",
      "[4, 10] -> 0.14\n",
      "[16, 21] -> 0.15\n",
      "[4, 19] -> 0.15\n",
      "[1, 4] -> 0.15\n",
      "[15, 24] -> 0.15\n",
      "[14, 19] -> 0.15\n",
      "[16, 22] -> 0.15\n",
      "[6, 21] -> 0.15\n",
      "[2, 4] -> 0.15\n",
      "[1, 19] -> 0.16\n",
      "[18, 23] -> 0.16\n",
      "[21, 27] -> 0.16\n",
      "[20, 24] -> 0.16\n",
      "[17, 23] -> 0.16\n",
      "[16, 20] -> 0.16\n",
      "[13, 26] -> 0.16\n",
      "[14, 27] -> 0.16\n",
      "[17, 22] -> 0.16\n",
      "[7, 9] -> 0.16\n",
      "[2, 14] -> 0.16\n",
      "[20, 22] -> 0.16\n",
      "[4, 11] -> 0.16\n",
      "[0, 19] -> 0.16\n",
      "[15, 22] -> 0.17\n",
      "[0, 4] -> 0.17\n",
      "[22, 23] -> 0.17\n",
      "[6, 14] -> 0.17\n",
      "[7, 21] -> 0.17\n",
      "[2, 21] -> 0.17\n",
      "[11, 14] -> 0.18\n",
      "[15, 23] -> 0.18\n",
      "[8, 14] -> 0.18\n",
      "[10, 14] -> 0.19\n",
      "[9, 16] -> 0.19\n",
      "[1, 14] -> 0.19\n",
      "[19, 21] -> 0.19\n",
      "[3, 14] -> 0.19\n",
      "[0, 5] -> 0.20\n",
      "[4, 9] -> 0.20\n",
      "[4, 21] -> 0.21\n",
      "[5, 21] -> 0.21\n",
      "[0, 11] -> 0.21\n",
      "[17, 21] -> 0.21\n",
      "[16, 23] -> 0.21\n",
      "[0, 7] -> 0.22\n",
      "[3, 16] -> 0.23\n",
      "[7, 11] -> 0.23\n",
      "[10, 16] -> 0.24\n",
      "[9, 14] -> 0.24\n",
      "[0, 27] -> 0.25\n",
      "[9, 17] -> 0.25\n",
      "[18, 21] -> 0.25\n",
      "[1, 16] -> 0.26\n",
      "[14, 21] -> 0.27\n",
      "[15, 21] -> 0.27\n",
      "[8, 16] -> 0.27\n",
      "[1, 11] -> 0.28\n",
      "[16, 27] -> 0.29\n",
      "[3, 11] -> 0.29\n",
      "[0, 8] -> 0.29\n",
      "[0, 3] -> 0.29\n",
      "[11, 27] -> 0.29\n",
      "[0, 6] -> 0.29\n",
      "[7, 16] -> 0.29\n",
      "[10, 11] -> 0.29\n",
      "[6, 16] -> 0.29\n",
      "[3, 15] -> 0.30\n",
      "[0, 10] -> 0.30\n",
      "[0, 2] -> 0.30\n",
      "[11, 19] -> 0.30\n",
      "[0, 1] -> 0.30\n",
      "[2, 16] -> 0.31\n",
      "[16, 19] -> 0.31\n",
      "[5, 11] -> 0.31\n",
      "[6, 11] -> 0.31\n",
      "[8, 11] -> 0.31\n",
      "[10, 15] -> 0.31\n",
      "[4, 16] -> 0.32\n",
      "[9, 15] -> 0.32\n",
      "[11, 13] -> 0.32\n",
      "[11, 21] -> 0.32\n",
      "[0, 13] -> 0.32\n",
      "[3, 17] -> 0.32\n",
      "[21, 22] -> 0.32\n",
      "[2, 11] -> 0.32\n",
      "[5, 16] -> 0.33\n",
      "[0, 9] -> 0.33\n",
      "[10, 17] -> 0.33\n",
      "[9, 18] -> 0.33\n",
      "[11, 12] -> 0.34\n",
      "[14, 16] -> 0.34\n",
      "[0, 12] -> 0.34\n",
      "[0, 21] -> 0.34\n",
      "[9, 11] -> 0.34\n",
      "[20, 26] -> 0.35\n",
      "[1, 17] -> 0.35\n",
      "[14, 15] -> 0.35\n",
      "[4, 15] -> 0.35\n",
      "[3, 18] -> 0.35\n",
      "[11, 15] -> 0.35\n",
      "[1, 15] -> 0.35\n",
      "[21, 25] -> 0.35\n",
      "[7, 15] -> 0.35\n",
      "[10, 18] -> 0.36\n",
      "[15, 27] -> 0.36\n",
      "[4, 12] -> 0.36\n",
      "[9, 24] -> 0.36\n",
      "[11, 26] -> 0.36\n",
      "[4, 13] -> 0.37\n",
      "[21, 26] -> 0.37\n",
      "[8, 17] -> 0.37\n",
      "[21, 24] -> 0.37\n",
      "[9, 22] -> 0.37\n",
      "[12, 20] -> 0.37\n",
      "[0, 15] -> 0.38\n",
      "[11, 16] -> 0.38\n",
      "[4, 18] -> 0.38\n",
      "[1, 12] -> 0.38\n",
      "[20, 21] -> 0.38\n",
      "[7, 12] -> 0.38\n",
      "[8, 15] -> 0.38\n",
      "[17, 19] -> 0.38\n",
      "[7, 17] -> 0.38\n",
      "[15, 19] -> 0.38\n",
      "[7, 18] -> 0.38\n",
      "[1, 18] -> 0.38\n",
      "[14, 18] -> 0.39\n",
      "[2, 17] -> 0.39\n",
      "[11, 18] -> 0.39\n",
      "[6, 15] -> 0.39\n",
      "[17, 27] -> 0.39\n",
      "[17, 26] -> 0.39\n",
      "[18, 26] -> 0.39\n",
      "[1, 26] -> 0.39\n",
      "[16, 26] -> 0.40\n",
      "[12, 27] -> 0.40\n",
      "[12, 21] -> 0.40\n",
      "[0, 16] -> 0.40\n",
      "[5, 15] -> 0.40\n",
      "[12, 15] -> 0.40\n",
      "[6, 17] -> 0.40\n",
      "[18, 27] -> 0.40\n",
      "[12, 14] -> 0.40\n",
      "[5, 17] -> 0.41\n",
      "[12, 16] -> 0.41\n",
      "[7, 13] -> 0.41\n",
      "[3, 24] -> 0.41\n",
      "[9, 26] -> 0.41\n",
      "[22, 26] -> 0.41\n",
      "[7, 26] -> 0.41\n",
      "[12, 19] -> 0.41\n",
      "[4, 17] -> 0.41\n",
      "[2, 15] -> 0.41\n",
      "[15, 26] -> 0.41\n",
      "[10, 12] -> 0.41\n",
      "[8, 26] -> 0.41\n",
      "[8, 18] -> 0.41\n",
      "[0, 26] -> 0.42\n",
      "[13, 27] -> 0.42\n",
      "[6, 18] -> 0.42\n",
      "[11, 22] -> 0.42\n",
      "[4, 26] -> 0.42\n",
      "[8, 12] -> 0.42\n",
      "[3, 12] -> 0.42\n",
      "[10, 26] -> 0.42\n",
      "[9, 12] -> 0.42\n",
      "[13, 19] -> 0.42\n",
      "[14, 17] -> 0.42\n",
      "[9, 25] -> 0.43\n",
      "[19, 26] -> 0.43\n",
      "[2, 26] -> 0.43\n",
      "[13, 21] -> 0.43\n",
      "[12, 17] -> 0.43\n",
      "[3, 22] -> 0.43\n",
      "[11, 17] -> 0.43\n",
      "[1, 13] -> 0.43\n",
      "[13, 14] -> 0.43\n",
      "[5, 12] -> 0.44\n",
      "[13, 20] -> 0.44\n",
      "[0, 18] -> 0.44\n",
      "[5, 26] -> 0.44\n",
      "[18, 19] -> 0.44\n",
      "[11, 20] -> 0.44\n",
      "[12, 18] -> 0.44\n",
      "[3, 13] -> 0.44\n",
      "[25, 26] -> 0.44\n",
      "[3, 26] -> 0.44\n",
      "[9, 13] -> 0.44\n",
      "[4, 22] -> 0.45\n",
      "[26, 27] -> 0.45\n",
      "[2, 18] -> 0.45\n",
      "[14, 26] -> 0.45\n",
      "[9, 20] -> 0.45\n",
      "[8, 13] -> 0.45\n",
      "[2, 12] -> 0.46\n",
      "[5, 18] -> 0.46\n",
      "[10, 13] -> 0.46\n",
      "[6, 12] -> 0.46\n",
      "[10, 24] -> 0.46\n",
      "[14, 20] -> 0.46\n",
      "[13, 16] -> 0.47\n",
      "[12, 22] -> 0.47\n",
      "[0, 20] -> 0.47\n",
      "[7, 22] -> 0.47\n",
      "[10, 22] -> 0.47\n",
      "[13, 22] -> 0.47\n",
      "[0, 17] -> 0.47\n",
      "[7, 20] -> 0.47\n",
      "[4, 20] -> 0.47\n",
      "[13, 15] -> 0.47\n",
      "[5, 13] -> 0.47\n",
      "[6, 26] -> 0.47\n",
      "[23, 26] -> 0.48\n",
      "[1, 22] -> 0.48\n",
      "[13, 17] -> 0.48\n",
      "[11, 24] -> 0.48\n",
      "[3, 20] -> 0.48\n",
      "[3, 25] -> 0.49\n",
      "[10, 20] -> 0.49\n",
      "[6, 13] -> 0.49\n",
      "[14, 22] -> 0.49\n",
      "[24, 27] -> 0.49\n",
      "[1, 20] -> 0.49\n",
      "[21, 23] -> 0.50\n",
      "[13, 18] -> 0.50\n",
      "[22, 27] -> 0.50\n",
      "[12, 23] -> 0.50\n",
      "[24, 26] -> 0.50\n",
      "[11, 25] -> 0.50\n",
      "[4, 24] -> 0.50\n",
      "[10, 25] -> 0.50\n",
      "[1, 24] -> 0.50\n",
      "[2, 13] -> 0.50\n",
      "[12, 25] -> 0.50\n",
      "[8, 22] -> 0.51\n",
      "[7, 24] -> 0.51\n",
      "[8, 24] -> 0.51\n",
      "[20, 27] -> 0.51\n",
      "[6, 22] -> 0.51\n",
      "[6, 24] -> 0.51\n",
      "[19, 20] -> 0.52\n",
      "[0, 22] -> 0.52\n",
      "[1, 25] -> 0.52\n",
      "[14, 24] -> 0.52\n",
      "[19, 24] -> 0.52\n",
      "[4, 25] -> 0.52\n",
      "[12, 24] -> 0.53\n",
      "[7, 25] -> 0.53\n",
      "[19, 22] -> 0.53\n",
      "[14, 25] -> 0.53\n",
      "[8, 20] -> 0.54\n",
      "[5, 20] -> 0.54\n",
      "[11, 23] -> 0.54\n",
      "[2, 24] -> 0.55\n",
      "[5, 24] -> 0.55\n",
      "[9, 23] -> 0.55\n",
      "[2, 22] -> 0.55\n",
      "[13, 24] -> 0.55\n",
      "[13, 25] -> 0.55\n",
      "[0, 24] -> 0.55\n",
      "[2, 20] -> 0.55\n",
      "[25, 27] -> 0.55\n",
      "[8, 25] -> 0.55\n",
      "[13, 23] -> 0.56\n",
      "[14, 23] -> 0.56\n",
      "[6, 20] -> 0.56\n",
      "[5, 22] -> 0.56\n",
      "[0, 25] -> 0.57\n",
      "[19, 25] -> 0.57\n",
      "[6, 25] -> 0.57\n",
      "[4, 23] -> 0.57\n",
      "[0, 23] -> 0.58\n",
      "[2, 25] -> 0.59\n",
      "[3, 23] -> 0.59\n",
      "[5, 25] -> 0.59\n",
      "[7, 23] -> 0.60\n",
      "[10, 23] -> 0.61\n",
      "[1, 23] -> 0.62\n",
      "[23, 27] -> 0.63\n",
      "[19, 23] -> 0.64\n",
      "[5, 23] -> 0.66\n",
      "[8, 23] -> 0.66\n",
      "[6, 23] -> 0.67\n",
      "[2, 23] -> 0.68\n",
      "[[1.         0.03695702 0.31721111 0.10539923 0.14330391 0.07365294\n",
      "  0.46066651 0.07909607 0.07659928 0.53226809 0.46219985 0.3854321\n",
      "  0.16405975 0.18281251 0.03589626 0.09514786 0.53299312 0.07754074\n",
      "  0.20251045 0.51021605 0.3267308  0.55875902 0.43495492 0.64796674\n",
      "  0.55458278 0.63913623 0.23320898 0.2598413 ]\n",
      " [0.03695702 1.         0.34680082 0.07467582 0.10535857 0.04465463\n",
      "  0.43988467 0.0536356  0.0791148  0.54695316 0.48648174 0.38386248\n",
      "  0.15545489 0.20471777 0.04371068 0.08399874 0.56910923 0.08308915\n",
      "  0.21423438 0.52240751 0.3808725  0.60150706 0.46122844 0.66529786\n",
      "  0.60539056 0.65647559 0.2347653  0.28874661]\n",
      " [0.31721111 0.34680082 1.         0.29749785 0.32336856 0.36996372\n",
      "  0.25066857 0.32583627 0.30004282 0.39579048 0.29010158 0.21055225\n",
      "  0.16414573 0.22226965 0.27622499 0.2729632  0.39851854 0.24418362\n",
      "  0.29012238 0.4318573  0.30395819 0.43406115 0.22330829 0.50711258\n",
      "  0.41247754 0.54361928 0.17083207 0.18793173]\n",
      " [0.10539923 0.07467582 0.29749785 1.         0.04233554 0.07277544\n",
      "  0.31299401 0.05093134 0.10197318 0.50138053 0.43674942 0.29731969\n",
      "  0.08993689 0.21568754 0.09260518 0.10348352 0.53845221 0.11652465\n",
      "  0.25108335 0.50608934 0.40618835 0.58068106 0.38929149 0.59437507\n",
      "  0.58302294 0.62781547 0.20905058 0.28661174]\n",
      " [0.14330391 0.10535857 0.32336856 0.04233554 1.         0.06580411\n",
      "  0.32466283 0.04055413 0.10754684 0.54490348 0.44035747 0.29472827\n",
      "  0.07886548 0.26961616 0.10906512 0.11290251 0.5891921  0.13058202\n",
      "  0.28838781 0.55006398 0.46103068 0.61116313 0.40558501 0.61740071\n",
      "  0.62131075 0.66765761 0.23494801 0.33509948]\n",
      " [0.07365294 0.04465463 0.36996372 0.07277544 0.06580411 1.\n",
      "  0.41179625 0.05544812 0.0506485  0.59263021 0.48058494 0.33486304\n",
      "  0.13728903 0.299909   0.07151613 0.11303354 0.64243481 0.11495918\n",
      "  0.27459465 0.57856383 0.46631201 0.65911467 0.47501209 0.68704467\n",
      "  0.65791172 0.71102858 0.28493901 0.33366061]\n",
      " [0.46066651 0.43988467 0.25066857 0.31299401 0.32466283 0.41179625\n",
      "  1.         0.41519143 0.35816991 0.38214834 0.26569204 0.12922644\n",
      "  0.26779741 0.3905891  0.43708768 0.37471943 0.47212316 0.36681596\n",
      "  0.39154056 0.40618021 0.46510868 0.50980452 0.24179927 0.45982747\n",
      "  0.50932637 0.50776152 0.28349811 0.31569575]\n",
      " [0.07909607 0.0536356  0.32583627 0.05093134 0.04055413 0.05544812\n",
      "  0.41519143 1.         0.10517329 0.57592161 0.48887075 0.37566883\n",
      "  0.10824654 0.22016255 0.05288542 0.07971254 0.5823906  0.09073882\n",
      "  0.27234907 0.57277762 0.42538403 0.61689243 0.44263203 0.66210899\n",
      "  0.61932797 0.6956121  0.2350007  0.3278434 ]\n",
      " [0.07659928 0.0791148  0.30004282 0.10197318 0.10754684 0.0506485\n",
      "  0.35816991 0.10517329 1.         0.53884629 0.39825087 0.28171505\n",
      "  0.12669366 0.23904804 0.09274862 0.12962543 0.57942812 0.10161022\n",
      "  0.23349641 0.52591897 0.40188069 0.59354389 0.39731289 0.64619371\n",
      "  0.58485446 0.6633807  0.24316236 0.27516698]\n",
      " [0.53226809 0.54695316 0.39579048 0.50138053 0.54490348 0.59263021\n",
      "  0.38214834 0.57592161 0.53884629 1.         0.22016706 0.44917151\n",
      "  0.50642502 0.3422176  0.54803353 0.46124954 0.11654302 0.48674916\n",
      "  0.23398966 0.06201917 0.15840165 0.10286261 0.22601412 0.08909525\n",
      "  0.14705252 0.05970321 0.26072372 0.25993688]\n",
      " [0.46219985 0.48648174 0.29010158 0.43674942 0.44035747 0.48058494\n",
      "  0.26569204 0.48887075 0.39825087 0.22016706 1.         0.33392718\n",
      "  0.40240771 0.35279339 0.47244974 0.40232486 0.30165764 0.39078179\n",
      "  0.29722184 0.27031714 0.30594922 0.29793258 0.17420157 0.29146512\n",
      "  0.32585302 0.33538273 0.28643501 0.26832718]\n",
      " [0.3854321  0.38386248 0.21055225 0.29731969 0.29472827 0.33486304\n",
      "  0.12922644 0.37566883 0.28171505 0.44917151 0.33392718 1.\n",
      "  0.18507681 0.3973427  0.35187315 0.31643552 0.56122444 0.3013237\n",
      "  0.37065587 0.48436264 0.48927009 0.58999284 0.29985043 0.5718401\n",
      "  0.57542844 0.60798625 0.24590789 0.23341883]\n",
      " [0.16405975 0.15545489 0.16414573 0.08993689 0.07886548 0.13728903\n",
      "  0.26779741 0.10824654 0.12669366 0.50642502 0.40240771 0.18507681\n",
      "  1.         0.21260322 0.11496922 0.12245429 0.53905954 0.11966612\n",
      "  0.26836965 0.51822544 0.39311506 0.55980863 0.35069158 0.59240337\n",
      "  0.54102405 0.64422263 0.18639223 0.23407229]\n",
      " [0.18281251 0.20471777 0.22226965 0.21568754 0.26961616 0.299909\n",
      "  0.3905891  0.22016255 0.23904804 0.3422176  0.35279339 0.3973427\n",
      "  0.21260322 1.         0.19760008 0.18416144 0.28405278 0.15506613\n",
      "  0.1471493  0.32147145 0.15515644 0.33094966 0.29103591 0.43760058\n",
      "  0.34336497 0.43122084 0.12226425 0.20444796]\n",
      " [0.03589626 0.04371068 0.27622499 0.09260518 0.10906512 0.07151613\n",
      "  0.43708768 0.05288542 0.09274862 0.54803353 0.47244974 0.35187315\n",
      "  0.11496922 0.19760008 1.         0.06231418 0.55755253 0.0569929\n",
      "  0.23774546 0.53647579 0.35886715 0.5863744  0.4396692  0.65701718\n",
      "  0.58668465 0.65790588 0.22658828 0.23384651]\n",
      " [0.09514786 0.08399874 0.2729632  0.10348352 0.11290251 0.11303354\n",
      "  0.37471943 0.07971254 0.12962543 0.46124954 0.40232486 0.31643552\n",
      "  0.12245429 0.18416144 0.06231418 1.         0.48883673 0.05009891\n",
      "  0.22343409 0.4644426  0.35710862 0.54095043 0.39293791 0.58435993\n",
      "  0.5438841  0.58596372 0.17530451 0.20260584]\n",
      " [0.53299312 0.56910923 0.39851854 0.53845221 0.5891921  0.64243481\n",
      "  0.47212316 0.5823906  0.57942812 0.11654302 0.30165764 0.56122444\n",
      "  0.53905954 0.28405278 0.55755253 0.48883673 1.         0.51364114\n",
      "  0.2364084  0.15250568 0.09817492 0.08418592 0.22192875 0.17342603\n",
      "  0.10977771 0.13037886 0.26783942 0.33571173]\n",
      " [0.07754074 0.08308915 0.24418362 0.11652465 0.13058202 0.11495918\n",
      "  0.36681596 0.09073882 0.10161022 0.48674916 0.39078179 0.3013237\n",
      "  0.11966612 0.15506613 0.0569929  0.05009891 0.51364114 1.\n",
      "  0.2231634  0.47524075 0.34497662 0.54611914 0.38655888 0.60451733\n",
      "  0.54746904 0.60413926 0.16504974 0.19440578]\n",
      " [0.20251045 0.21423438 0.29012238 0.25108335 0.28838781 0.27459465\n",
      "  0.39154056 0.27234907 0.23349641 0.23398966 0.29722184 0.37065587\n",
      "  0.26836965 0.1471493  0.23774546 0.22343409 0.2364084  0.2231634\n",
      "  1.         0.2181568  0.10313384 0.21029384 0.24417522 0.33793901\n",
      "  0.2239523  0.29630482 0.14815633 0.20648431]\n",
      " [0.51021605 0.52240751 0.4318573  0.50608934 0.55006398 0.57856383\n",
      "  0.40618021 0.57277762 0.52591897 0.06201917 0.27031714 0.48436264\n",
      "  0.51822544 0.32147145 0.53647579 0.4644426  0.15250568 0.47524075\n",
      "  0.2181568  1.         0.1551659  0.1214962  0.28682398 0.08261021\n",
      "  0.18401635 0.07536678 0.301805   0.29153336]\n",
      " [0.3267308  0.3808725  0.30395819 0.40618835 0.46103068 0.46631201\n",
      "  0.46510868 0.42538403 0.40188069 0.15840165 0.30594922 0.48927009\n",
      "  0.39311506 0.15515644 0.35886715 0.35710862 0.09817492 0.34497662\n",
      "  0.10313384 0.1551659  1.         0.09304786 0.22206005 0.21720541\n",
      "  0.10647247 0.18529268 0.20166738 0.23829171]\n",
      " [0.55875902 0.60150706 0.43406115 0.58068106 0.61116313 0.65911467\n",
      "  0.50980452 0.61689243 0.59354389 0.10286261 0.29793258 0.58999284\n",
      "  0.55980863 0.33094966 0.5863744  0.54095043 0.08418592 0.54611914\n",
      "  0.21029384 0.1214962  0.09304786 1.         0.25141543 0.09946257\n",
      "  0.03902301 0.0884777  0.33352225 0.37177413]\n",
      " [0.43495492 0.46122844 0.22330829 0.38929149 0.40558501 0.47501209\n",
      "  0.24179927 0.44263203 0.39731289 0.22601412 0.17420157 0.29985043\n",
      "  0.35069158 0.29103591 0.4396692  0.39293791 0.22192875 0.38655888\n",
      "  0.24417522 0.28682398 0.22206005 0.25141543 1.         0.29751096\n",
      "  0.22944658 0.35560944 0.19480182 0.27623407]\n",
      " [0.64796674 0.66529786 0.50711258 0.59437507 0.61740071 0.68704467\n",
      "  0.45982747 0.66210899 0.64619371 0.08909525 0.29146512 0.5718401\n",
      "  0.59240337 0.43760058 0.65701718 0.58435993 0.17342603 0.60451733\n",
      "  0.33793901 0.08261021 0.21720541 0.09946257 0.29751096 1.\n",
      "  0.14551094 0.08875104 0.41212449 0.41706724]\n",
      " [0.55458278 0.60539056 0.41247754 0.58302294 0.62131075 0.65791172\n",
      "  0.50932637 0.61932797 0.58485446 0.14705252 0.32585302 0.57542844\n",
      "  0.54102405 0.34336497 0.58668465 0.5438841  0.10977771 0.54746904\n",
      "  0.2239523  0.18401635 0.10647247 0.03902301 0.22944658 0.14551094\n",
      "  1.         0.15845148 0.34190614 0.39599649]\n",
      " [0.63913623 0.65647559 0.54361928 0.62781547 0.66765761 0.71102858\n",
      "  0.50776152 0.6956121  0.6633807  0.05970321 0.33538273 0.60798625\n",
      "  0.64422263 0.43122084 0.65790588 0.58596372 0.13037886 0.60413926\n",
      "  0.29630482 0.07536678 0.18529268 0.0884777  0.35560944 0.08875104\n",
      "  0.15845148 1.         0.40108608 0.38547984]\n",
      " [0.23320898 0.2347653  0.17083207 0.20905058 0.23494801 0.28493901\n",
      "  0.28349811 0.2350007  0.24316236 0.26072372 0.28643501 0.24590789\n",
      "  0.18639223 0.12226425 0.22658828 0.17530451 0.26783942 0.16504974\n",
      "  0.14815633 0.301805   0.20166738 0.33352225 0.19480182 0.41212449\n",
      "  0.34190614 0.40108608 1.         0.12110625]\n",
      " [0.2598413  0.28874661 0.18793173 0.28661174 0.33509948 0.33366061\n",
      "  0.31569575 0.3278434  0.27516698 0.25993688 0.26832718 0.23341883\n",
      "  0.23407229 0.20444796 0.23384651 0.20260584 0.33571173 0.19440578\n",
      "  0.20648431 0.29153336 0.23829171 0.37177413 0.27623407 0.41706724\n",
      "  0.39599649 0.38547984 0.12110625 1.        ]]\n",
      "Rips complex is of dimension 1 - 406 simplices - 28 vertices.\n",
      "[0] -> 0.00\n",
      "[1] -> 0.00\n",
      "[2] -> 0.00\n",
      "[3] -> 0.00\n",
      "[4] -> 0.00\n",
      "[5] -> 0.00\n",
      "[6] -> 0.00\n",
      "[7] -> 0.00\n",
      "[8] -> 0.00\n",
      "[9] -> 0.00\n",
      "[10] -> 0.00\n",
      "[11] -> 0.00\n",
      "[12] -> 0.00\n",
      "[13] -> 0.00\n",
      "[14] -> 0.00\n",
      "[15] -> 0.00\n",
      "[16] -> 0.00\n",
      "[17] -> 0.00\n",
      "[18] -> 0.00\n",
      "[19] -> 0.00\n",
      "[20] -> 0.00\n",
      "[21] -> 0.00\n",
      "[22] -> 0.00\n",
      "[23] -> 0.00\n",
      "[24] -> 0.00\n",
      "[25] -> 0.00\n",
      "[26] -> 0.00\n",
      "[27] -> 0.00\n",
      "[0, 14] -> 0.04\n",
      "[0, 1] -> 0.04\n",
      "[21, 24] -> 0.04\n",
      "[4, 7] -> 0.04\n",
      "[3, 4] -> 0.04\n",
      "[1, 14] -> 0.04\n",
      "[1, 5] -> 0.04\n",
      "[15, 17] -> 0.05\n",
      "[5, 8] -> 0.05\n",
      "[3, 7] -> 0.05\n",
      "[7, 14] -> 0.05\n",
      "[1, 7] -> 0.05\n",
      "[5, 7] -> 0.06\n",
      "[14, 17] -> 0.06\n",
      "[9, 25] -> 0.06\n",
      "[9, 19] -> 0.06\n",
      "[14, 15] -> 0.06\n",
      "[4, 5] -> 0.07\n",
      "[5, 14] -> 0.07\n",
      "[3, 5] -> 0.07\n",
      "[0, 5] -> 0.07\n",
      "[1, 3] -> 0.07\n",
      "[19, 25] -> 0.08\n",
      "[0, 8] -> 0.08\n",
      "[0, 17] -> 0.08\n",
      "[4, 12] -> 0.08\n",
      "[0, 7] -> 0.08\n",
      "[1, 8] -> 0.08\n",
      "[7, 15] -> 0.08\n",
      "[19, 23] -> 0.08\n",
      "[1, 17] -> 0.08\n",
      "[1, 15] -> 0.08\n",
      "[16, 21] -> 0.08\n",
      "[21, 25] -> 0.09\n",
      "[23, 25] -> 0.09\n",
      "[9, 23] -> 0.09\n",
      "[3, 12] -> 0.09\n",
      "[7, 17] -> 0.09\n",
      "[3, 14] -> 0.09\n",
      "[8, 14] -> 0.09\n",
      "[20, 21] -> 0.09\n",
      "[0, 15] -> 0.10\n",
      "[16, 20] -> 0.10\n",
      "[21, 23] -> 0.10\n",
      "[8, 17] -> 0.10\n",
      "[3, 8] -> 0.10\n",
      "[9, 21] -> 0.10\n",
      "[18, 20] -> 0.10\n",
      "[3, 15] -> 0.10\n",
      "[7, 8] -> 0.11\n",
      "[1, 4] -> 0.11\n",
      "[0, 3] -> 0.11\n",
      "[20, 24] -> 0.11\n",
      "[4, 8] -> 0.11\n",
      "[7, 12] -> 0.11\n",
      "[4, 14] -> 0.11\n",
      "[16, 24] -> 0.11\n",
      "[4, 15] -> 0.11\n",
      "[5, 15] -> 0.11\n",
      "[5, 17] -> 0.11\n",
      "[12, 14] -> 0.11\n",
      "[3, 17] -> 0.12\n",
      "[9, 16] -> 0.12\n",
      "[12, 17] -> 0.12\n",
      "[26, 27] -> 0.12\n",
      "[19, 21] -> 0.12\n",
      "[13, 26] -> 0.12\n",
      "[12, 15] -> 0.12\n",
      "[8, 12] -> 0.13\n",
      "[6, 11] -> 0.13\n",
      "[8, 15] -> 0.13\n",
      "[16, 25] -> 0.13\n",
      "[4, 17] -> 0.13\n",
      "[5, 12] -> 0.14\n",
      "[0, 4] -> 0.14\n",
      "[23, 24] -> 0.15\n",
      "[9, 24] -> 0.15\n",
      "[13, 18] -> 0.15\n",
      "[18, 26] -> 0.15\n",
      "[16, 19] -> 0.15\n",
      "[13, 17] -> 0.16\n",
      "[13, 20] -> 0.16\n",
      "[19, 20] -> 0.16\n",
      "[1, 12] -> 0.16\n",
      "[9, 20] -> 0.16\n",
      "[24, 25] -> 0.16\n",
      "[0, 12] -> 0.16\n",
      "[2, 12] -> 0.16\n",
      "[17, 26] -> 0.17\n",
      "[2, 26] -> 0.17\n",
      "[16, 23] -> 0.17\n",
      "[10, 22] -> 0.17\n",
      "[15, 26] -> 0.18\n",
      "[0, 13] -> 0.18\n",
      "[19, 24] -> 0.18\n",
      "[13, 15] -> 0.18\n",
      "[11, 12] -> 0.19\n",
      "[20, 25] -> 0.19\n",
      "[12, 26] -> 0.19\n",
      "[2, 27] -> 0.19\n",
      "[17, 27] -> 0.19\n",
      "[22, 26] -> 0.19\n",
      "[13, 14] -> 0.20\n",
      "[20, 26] -> 0.20\n",
      "[0, 18] -> 0.20\n",
      "[15, 27] -> 0.20\n",
      "[13, 27] -> 0.20\n",
      "[1, 13] -> 0.20\n",
      "[18, 27] -> 0.21\n",
      "[3, 26] -> 0.21\n",
      "[18, 21] -> 0.21\n",
      "[2, 11] -> 0.21\n",
      "[12, 13] -> 0.21\n",
      "[1, 18] -> 0.21\n",
      "[3, 13] -> 0.22\n",
      "[20, 23] -> 0.22\n",
      "[18, 19] -> 0.22\n",
      "[7, 13] -> 0.22\n",
      "[9, 10] -> 0.22\n",
      "[16, 22] -> 0.22\n",
      "[20, 22] -> 0.22\n",
      "[2, 13] -> 0.22\n",
      "[17, 18] -> 0.22\n",
      "[2, 22] -> 0.22\n",
      "[15, 18] -> 0.22\n",
      "[18, 24] -> 0.22\n",
      "[9, 22] -> 0.23\n",
      "[14, 26] -> 0.23\n",
      "[22, 24] -> 0.23\n",
      "[0, 26] -> 0.23\n",
      "[11, 27] -> 0.23\n",
      "[8, 18] -> 0.23\n",
      "[14, 27] -> 0.23\n",
      "[9, 18] -> 0.23\n",
      "[12, 27] -> 0.23\n",
      "[1, 26] -> 0.23\n",
      "[4, 26] -> 0.23\n",
      "[7, 26] -> 0.24\n",
      "[16, 18] -> 0.24\n",
      "[14, 18] -> 0.24\n",
      "[20, 27] -> 0.24\n",
      "[8, 13] -> 0.24\n",
      "[6, 22] -> 0.24\n",
      "[8, 26] -> 0.24\n",
      "[18, 22] -> 0.24\n",
      "[2, 17] -> 0.24\n",
      "[11, 26] -> 0.25\n",
      "[2, 6] -> 0.25\n",
      "[3, 18] -> 0.25\n",
      "[21, 22] -> 0.25\n",
      "[0, 27] -> 0.26\n",
      "[9, 27] -> 0.26\n",
      "[9, 26] -> 0.26\n",
      "[6, 10] -> 0.27\n",
      "[6, 12] -> 0.27\n",
      "[16, 26] -> 0.27\n",
      "[10, 27] -> 0.27\n",
      "[12, 18] -> 0.27\n",
      "[4, 13] -> 0.27\n",
      "[10, 19] -> 0.27\n",
      "[7, 18] -> 0.27\n",
      "[2, 15] -> 0.27\n",
      "[5, 18] -> 0.27\n",
      "[8, 27] -> 0.28\n",
      "[2, 14] -> 0.28\n",
      "[22, 27] -> 0.28\n",
      "[8, 11] -> 0.28\n",
      "[6, 26] -> 0.28\n",
      "[13, 16] -> 0.28\n",
      "[5, 26] -> 0.28\n",
      "[10, 26] -> 0.29\n",
      "[3, 27] -> 0.29\n",
      "[19, 22] -> 0.29\n",
      "[4, 18] -> 0.29\n",
      "[1, 27] -> 0.29\n",
      "[2, 10] -> 0.29\n",
      "[2, 18] -> 0.29\n",
      "[13, 22] -> 0.29\n",
      "[10, 23] -> 0.29\n",
      "[19, 27] -> 0.29\n",
      "[4, 11] -> 0.29\n",
      "[18, 25] -> 0.30\n",
      "[10, 18] -> 0.30\n",
      "[3, 11] -> 0.30\n",
      "[2, 3] -> 0.30\n",
      "[22, 23] -> 0.30\n",
      "[10, 21] -> 0.30\n",
      "[11, 22] -> 0.30\n",
      "[5, 13] -> 0.30\n",
      "[2, 8] -> 0.30\n",
      "[11, 17] -> 0.30\n",
      "[10, 16] -> 0.30\n",
      "[19, 26] -> 0.30\n",
      "[2, 20] -> 0.30\n",
      "[10, 20] -> 0.31\n",
      "[3, 6] -> 0.31\n",
      "[6, 27] -> 0.32\n",
      "[11, 15] -> 0.32\n",
      "[0, 2] -> 0.32\n",
      "[13, 19] -> 0.32\n",
      "[2, 4] -> 0.32\n",
      "[4, 6] -> 0.32\n",
      "[2, 7] -> 0.33\n",
      "[10, 24] -> 0.33\n",
      "[0, 20] -> 0.33\n",
      "[7, 27] -> 0.33\n",
      "[13, 21] -> 0.33\n",
      "[21, 26] -> 0.33\n",
      "[5, 27] -> 0.33\n",
      "[10, 11] -> 0.33\n",
      "[5, 11] -> 0.33\n",
      "[4, 27] -> 0.34\n",
      "[10, 25] -> 0.34\n",
      "[16, 27] -> 0.34\n",
      "[18, 23] -> 0.34\n",
      "[24, 26] -> 0.34\n",
      "[9, 13] -> 0.34\n",
      "[13, 24] -> 0.34\n",
      "[17, 20] -> 0.34\n",
      "[1, 2] -> 0.35\n",
      "[12, 22] -> 0.35\n",
      "[11, 14] -> 0.35\n",
      "[10, 13] -> 0.35\n",
      "[22, 25] -> 0.36\n",
      "[15, 20] -> 0.36\n",
      "[6, 8] -> 0.36\n",
      "[14, 20] -> 0.36\n",
      "[6, 17] -> 0.37\n",
      "[2, 5] -> 0.37\n",
      "[11, 18] -> 0.37\n",
      "[21, 27] -> 0.37\n",
      "[6, 15] -> 0.37\n",
      "[7, 11] -> 0.38\n",
      "[1, 20] -> 0.38\n",
      "[6, 9] -> 0.38\n",
      "[1, 11] -> 0.38\n",
      "[0, 11] -> 0.39\n",
      "[25, 27] -> 0.39\n",
      "[17, 22] -> 0.39\n",
      "[3, 22] -> 0.39\n",
      "[6, 13] -> 0.39\n",
      "[10, 17] -> 0.39\n",
      "[6, 18] -> 0.39\n",
      "[15, 22] -> 0.39\n",
      "[12, 20] -> 0.39\n",
      "[2, 9] -> 0.40\n",
      "[24, 27] -> 0.40\n",
      "[8, 22] -> 0.40\n",
      "[11, 13] -> 0.40\n",
      "[8, 10] -> 0.40\n",
      "[2, 16] -> 0.40\n",
      "[25, 26] -> 0.40\n",
      "[8, 20] -> 0.40\n",
      "[10, 15] -> 0.40\n",
      "[10, 12] -> 0.40\n",
      "[4, 22] -> 0.41\n",
      "[6, 19] -> 0.41\n",
      "[3, 20] -> 0.41\n",
      "[5, 6] -> 0.41\n",
      "[23, 26] -> 0.41\n",
      "[2, 24] -> 0.41\n",
      "[6, 7] -> 0.42\n",
      "[23, 27] -> 0.42\n",
      "[7, 20] -> 0.43\n",
      "[13, 25] -> 0.43\n",
      "[2, 19] -> 0.43\n",
      "[2, 21] -> 0.43\n",
      "[0, 22] -> 0.43\n",
      "[3, 10] -> 0.44\n",
      "[6, 14] -> 0.44\n",
      "[13, 23] -> 0.44\n",
      "[14, 22] -> 0.44\n",
      "[1, 6] -> 0.44\n",
      "[4, 10] -> 0.44\n",
      "[7, 22] -> 0.44\n",
      "[9, 11] -> 0.45\n",
      "[6, 23] -> 0.46\n",
      "[0, 6] -> 0.46\n",
      "[4, 20] -> 0.46\n",
      "[1, 22] -> 0.46\n",
      "[9, 15] -> 0.46\n",
      "[0, 10] -> 0.46\n",
      "[15, 19] -> 0.46\n",
      "[6, 20] -> 0.47\n",
      "[5, 20] -> 0.47\n",
      "[6, 16] -> 0.47\n",
      "[10, 14] -> 0.47\n",
      "[5, 22] -> 0.48\n",
      "[17, 19] -> 0.48\n",
      "[5, 10] -> 0.48\n",
      "[11, 19] -> 0.48\n",
      "[1, 10] -> 0.49\n",
      "[9, 17] -> 0.49\n",
      "[15, 16] -> 0.49\n",
      "[7, 10] -> 0.49\n",
      "[11, 20] -> 0.49\n",
      "[3, 9] -> 0.50\n",
      "[3, 19] -> 0.51\n",
      "[9, 12] -> 0.51\n",
      "[2, 23] -> 0.51\n",
      "[6, 25] -> 0.51\n",
      "[6, 24] -> 0.51\n",
      "[6, 21] -> 0.51\n",
      "[0, 19] -> 0.51\n",
      "[16, 17] -> 0.51\n",
      "[12, 19] -> 0.52\n",
      "[1, 19] -> 0.52\n",
      "[8, 19] -> 0.53\n",
      "[0, 9] -> 0.53\n",
      "[0, 16] -> 0.53\n",
      "[14, 19] -> 0.54\n",
      "[3, 16] -> 0.54\n",
      "[8, 9] -> 0.54\n",
      "[12, 16] -> 0.54\n",
      "[15, 21] -> 0.54\n",
      "[12, 24] -> 0.54\n",
      "[2, 25] -> 0.54\n",
      "[15, 24] -> 0.54\n",
      "[4, 9] -> 0.54\n",
      "[17, 21] -> 0.55\n",
      "[1, 9] -> 0.55\n",
      "[17, 24] -> 0.55\n",
      "[9, 14] -> 0.55\n",
      "[4, 19] -> 0.55\n",
      "[0, 24] -> 0.55\n",
      "[14, 16] -> 0.56\n",
      "[0, 21] -> 0.56\n",
      "[12, 21] -> 0.56\n",
      "[11, 16] -> 0.56\n",
      "[1, 16] -> 0.57\n",
      "[11, 23] -> 0.57\n",
      "[7, 19] -> 0.57\n",
      "[11, 24] -> 0.58\n",
      "[7, 9] -> 0.58\n",
      "[5, 19] -> 0.58\n",
      "[8, 16] -> 0.58\n",
      "[3, 21] -> 0.58\n",
      "[7, 16] -> 0.58\n",
      "[3, 24] -> 0.58\n",
      "[15, 23] -> 0.58\n",
      "[8, 24] -> 0.58\n",
      "[15, 25] -> 0.59\n",
      "[14, 21] -> 0.59\n",
      "[14, 24] -> 0.59\n",
      "[4, 16] -> 0.59\n",
      "[11, 21] -> 0.59\n",
      "[12, 23] -> 0.59\n",
      "[5, 9] -> 0.59\n",
      "[8, 21] -> 0.59\n",
      "[3, 23] -> 0.59\n",
      "[1, 21] -> 0.60\n",
      "[17, 25] -> 0.60\n",
      "[17, 23] -> 0.60\n",
      "[1, 24] -> 0.61\n",
      "[11, 25] -> 0.61\n",
      "[4, 21] -> 0.61\n",
      "[7, 21] -> 0.62\n",
      "[4, 23] -> 0.62\n",
      "[7, 24] -> 0.62\n",
      "[4, 24] -> 0.62\n",
      "[3, 25] -> 0.63\n",
      "[0, 25] -> 0.64\n",
      "[5, 16] -> 0.64\n",
      "[12, 25] -> 0.64\n",
      "[8, 23] -> 0.65\n",
      "[0, 23] -> 0.65\n",
      "[1, 25] -> 0.66\n",
      "[14, 23] -> 0.66\n",
      "[14, 25] -> 0.66\n",
      "[5, 24] -> 0.66\n",
      "[5, 21] -> 0.66\n",
      "[7, 23] -> 0.66\n",
      "[8, 25] -> 0.66\n",
      "[1, 23] -> 0.67\n",
      "[4, 25] -> 0.67\n",
      "[5, 23] -> 0.69\n",
      "[7, 25] -> 0.70\n",
      "[5, 25] -> 0.71\n",
      "[[1.         0.26628101 0.09254748 0.09276098 0.14747182 0.08201541\n",
      "  0.10617894 0.20837925 0.20630641 0.20032341 0.05804493 0.15234487\n",
      "  0.28706004 0.11037317 0.15743658 0.15529988 0.43175666 0.30646276\n",
      "  0.3738387  0.10174411 0.42323007 0.26184189 0.57137948 0.57832158\n",
      "  0.15741901 0.52531709 0.29521827 0.44819567]\n",
      " [0.26628101 1.         0.1631073  0.17912849 0.12454581 0.17692843\n",
      "  0.30349558 0.28672718 0.1618985  0.13541366 0.20782521 0.11948127\n",
      "  0.08676132 0.20340825 0.05366463 0.14990156 0.3585676  0.14635049\n",
      "  0.3810865  0.1345107  0.43453096 0.1700619  0.52981899 0.58027933\n",
      "  0.14052887 0.51324488 0.2660994  0.39423139]\n",
      " [0.09254748 0.1631073  1.         0.051381   0.06306115 0.03175164\n",
      "  0.17589906 0.19850364 0.15565772 0.12013706 0.0643802  0.04298363\n",
      "  0.24014288 0.04416541 0.08785954 0.08327199 0.43934772 0.25817862\n",
      "  0.38658769 0.0669537  0.43944537 0.21133007 0.60162158 0.61649068\n",
      "  0.10102016 0.54828349 0.30308016 0.45603028]\n",
      " [0.09276098 0.17912849 0.051381   1.         0.03323198 0.0229833\n",
      "  0.17054268 0.26973548 0.20895426 0.1875578  0.03628046 0.07870546\n",
      "  0.2604005  0.03119031 0.08821739 0.13043682 0.48808187 0.29284256\n",
      "  0.43632951 0.07145565 0.4625901  0.24493356 0.6437818  0.64579048\n",
      "  0.15588357 0.58801889 0.34526394 0.50512854]\n",
      " [0.14747182 0.12454581 0.06306115 0.03323198 1.         0.03842893\n",
      "  0.20440133 0.28504203 0.2081992  0.17694833 0.06769289 0.06747581\n",
      "  0.22196015 0.05328783 0.04618707 0.12881686 0.50400869 0.28116855\n",
      "  0.47128876 0.0789761  0.46623205 0.23571127 0.67314615 0.68066653\n",
      "  0.15367517 0.61917005 0.34575279 0.48841875]\n",
      " [0.08201541 0.17692843 0.03175164 0.0229833  0.03842893 1.\n",
      "  0.14389821 0.22248202 0.17832525 0.15258648 0.04001318 0.06174025\n",
      "  0.24482879 0.03309808 0.08209201 0.10054961 0.45560753 0.27787987\n",
      "  0.40719724 0.06076507 0.4412964  0.22257454 0.62293882 0.62692766\n",
      "  0.12573689 0.56204361 0.3137133  0.46851384]\n",
      " [0.10617894 0.30349558 0.17589906 0.17054268 0.20440133 0.14389821\n",
      "  1.         0.24575435 0.29344264 0.25787057 0.13916381 0.21425548\n",
      "  0.28979692 0.19632426 0.19940701 0.25087373 0.46920812 0.36615403\n",
      "  0.42171661 0.16382657 0.42945198 0.32943034 0.61360584 0.60387261\n",
      "  0.24783685 0.55675595 0.26711471 0.44384856]\n",
      " [0.20837925 0.28672718 0.19850364 0.26973548 0.28504203 0.22248202\n",
      "  0.24575435 1.         0.13352926 0.1630296  0.24750675 0.18422658\n",
      "  0.25752084 0.23253363 0.24714275 0.14946261 0.30665773 0.24861593\n",
      "  0.22490656 0.20251576 0.25071043 0.19162923 0.39680009 0.42964286\n",
      "  0.13396799 0.38540498 0.16895435 0.32955531]\n",
      " [0.20630641 0.1618985  0.15565772 0.20895426 0.2081992  0.17832525\n",
      "  0.29344264 0.13352926 1.         0.11488204 0.21206402 0.12435952\n",
      "  0.16430296 0.17124901 0.16038566 0.08697595 0.28062396 0.15132408\n",
      "  0.24615311 0.11306382 0.3219617  0.07847723 0.42186022 0.47829201\n",
      "  0.06426062 0.42435863 0.21687364 0.34374757]\n",
      " [0.20032341 0.13541366 0.12013706 0.1875578  0.17694833 0.15258648\n",
      "  0.25787057 0.1630296  0.11488204 1.         0.20631365 0.11261211\n",
      "  0.16030672 0.17767509 0.12346386 0.06203015 0.27846448 0.18167768\n",
      "  0.26206094 0.13864767 0.39000547 0.12612162 0.47317027 0.51824215\n",
      "  0.06798549 0.44958182 0.16163241 0.39372437]\n",
      " [0.05804493 0.20782521 0.0643802  0.03628046 0.06769289 0.04001318\n",
      "  0.13916381 0.24750675 0.21206402 0.20631365 1.         0.11417854\n",
      "  0.24338557 0.06826153 0.10990485 0.15513363 0.4472276  0.29801141\n",
      "  0.41468475 0.07369775 0.42508372 0.24308237 0.60087832 0.59528736\n",
      "  0.16611159 0.54424503 0.32628546 0.4539336 ]\n",
      " [0.15234487 0.11948127 0.04298363 0.07870546 0.06747581 0.06174025\n",
      "  0.21425548 0.18422658 0.12435952 0.11261211 0.11417854 1.\n",
      "  0.2105466  0.06053409 0.07236872 0.06389004 0.43720242 0.21306509\n",
      "  0.37663734 0.07611327 0.45362179 0.18429101 0.59198407 0.63032708\n",
      "  0.07908079 0.55430596 0.27229201 0.42848353]\n",
      " [0.28706004 0.08676132 0.24014288 0.2604005  0.22196015 0.24482879\n",
      "  0.28979692 0.25752084 0.16430296 0.16030672 0.24338557 0.2105466\n",
      "  1.         0.27812079 0.11620987 0.2079846  0.20494547 0.10838766\n",
      "  0.27236236 0.18413123 0.34544979 0.12078873 0.36864547 0.39386266\n",
      "  0.17256558 0.35080088 0.19048546 0.27114087]\n",
      " [0.11037317 0.20340825 0.04416541 0.03119031 0.05328783 0.03309808\n",
      "  0.19632426 0.23253363 0.17124901 0.17767509 0.06826153 0.06053409\n",
      "  0.27812079 1.         0.11279752 0.10620512 0.49692657 0.29880089\n",
      "  0.43220751 0.06790165 0.45653549 0.22712049 0.6521068  0.65426899\n",
      "  0.13667153 0.59440124 0.35918639 0.50362083]\n",
      " [0.15743658 0.05366463 0.08785954 0.08821739 0.04618707 0.08209201\n",
      "  0.19940701 0.24714275 0.16038566 0.12346386 0.10990485 0.07236872\n",
      "  0.11620987 0.11279752 1.         0.11157134 0.40342778 0.19216298\n",
      "  0.39696806 0.07889971 0.438756   0.17899942 0.57624645 0.60435793\n",
      "  0.11496928 0.53677257 0.25857671 0.40402806]\n",
      " [0.15529988 0.14990156 0.08327199 0.13043682 0.12881686 0.10054961\n",
      "  0.25087373 0.14946261 0.08697595 0.06203015 0.15513363 0.06389004\n",
      "  0.2079846  0.10620512 0.11157134 1.         0.34226674 0.19692021\n",
      "  0.2903798  0.09098803 0.38469273 0.12420034 0.5241703  0.5706291\n",
      "  0.03721458 0.50368473 0.21984312 0.42070169]\n",
      " [0.43175666 0.3585676  0.43934772 0.48808187 0.50400869 0.45560753\n",
      "  0.46920812 0.30665773 0.28062396 0.27846448 0.4472276  0.43720242\n",
      "  0.20494547 0.49692657 0.40342778 0.34226674 1.         0.13724851\n",
      "  0.08782916 0.41418251 0.2846468  0.16410428 0.12025247 0.16103791\n",
      "  0.28715    0.13022968 0.26805582 0.25316439]\n",
      " [0.30646276 0.14635049 0.25817862 0.29284256 0.28116855 0.27787987\n",
      "  0.36615403 0.24861593 0.15132408 0.18167768 0.29801141 0.21306509\n",
      "  0.10838766 0.29880089 0.19216298 0.19692021 0.13724851 1.\n",
      "  0.14870187 0.21709213 0.33869528 0.09074736 0.22828268 0.28202541\n",
      "  0.14318723 0.23465524 0.23138015 0.23993506]\n",
      " [0.3738387  0.3810865  0.38658769 0.43632951 0.47128876 0.40719724\n",
      "  0.42171661 0.22490656 0.24615311 0.26206094 0.41468475 0.37663734\n",
      "  0.27236236 0.43220751 0.39696806 0.2903798  0.08782916 0.14870187\n",
      "  1.         0.37456011 0.29328116 0.18467533 0.12335103 0.16970025\n",
      "  0.24580455 0.147501   0.23107777 0.23274003]\n",
      " [0.10174411 0.1345107  0.0669537  0.07145565 0.0789761  0.06076507\n",
      "  0.16382657 0.20251576 0.11306382 0.13864767 0.07369775 0.07611327\n",
      "  0.18413123 0.06790165 0.07889971 0.09098803 0.41418251 0.21709213\n",
      "  0.37456011 1.         0.39917264 0.15933094 0.5753544  0.60416324\n",
      "  0.08436489 0.54209803 0.26650554 0.43061978]\n",
      " [0.42323007 0.43453096 0.43944537 0.4625901  0.46623205 0.4412964\n",
      "  0.42945198 0.25071043 0.3219617  0.39000547 0.42508372 0.45362179\n",
      "  0.34544979 0.45653549 0.438756   0.38469273 0.2846468  0.33869528\n",
      "  0.29328116 0.39917264 1.         0.29966629 0.34185925 0.32620644\n",
      "  0.35103824 0.33599028 0.28759894 0.34498614]\n",
      " [0.26184189 0.1700619  0.21133007 0.24493356 0.23571127 0.22257454\n",
      "  0.32943034 0.19162923 0.07847723 0.12612162 0.24308237 0.18429101\n",
      "  0.12078873 0.22712049 0.17899942 0.12420034 0.16410428 0.09074736\n",
      "  0.18467533 0.15933094 0.29966629 1.         0.3382924  0.38438975\n",
      "  0.08745969 0.34271732 0.22604653 0.31768221]\n",
      " [0.57137948 0.52981899 0.60162158 0.6437818  0.67314615 0.62293882\n",
      "  0.61360584 0.39680009 0.42186022 0.47317027 0.60087832 0.59198407\n",
      "  0.36864547 0.6521068  0.57624645 0.5241703  0.12025247 0.22828268\n",
      "  0.12335103 0.5753544  0.34185925 0.3382924  1.         0.04733688\n",
      "  0.46331542 0.05010357 0.37334722 0.20579723]\n",
      " [0.57832158 0.58027933 0.61649068 0.64579048 0.68066653 0.62692766\n",
      "  0.60387261 0.42964286 0.47829201 0.51824215 0.59528736 0.63032708\n",
      "  0.39386266 0.65426899 0.60435793 0.5706291  0.16103791 0.28202541\n",
      "  0.16970025 0.60416324 0.32620644 0.38438975 0.04733688 1.\n",
      "  0.52085566 0.04478098 0.40185762 0.22491829]\n",
      " [0.15741901 0.14052887 0.10102016 0.15588357 0.15367517 0.12573689\n",
      "  0.24783685 0.13396799 0.06426062 0.06798549 0.16611159 0.07908079\n",
      "  0.17256558 0.13667153 0.11496928 0.03721458 0.28715    0.14318723\n",
      "  0.24580455 0.08436489 0.35103824 0.08745969 0.46331542 0.52085566\n",
      "  1.         0.46031153 0.18943687 0.38533467]\n",
      " [0.52531709 0.51324488 0.54828349 0.58801889 0.61917005 0.56204361\n",
      "  0.55675595 0.38540498 0.42435863 0.44958182 0.54424503 0.55430596\n",
      "  0.35080088 0.59440124 0.53677257 0.50368473 0.13022968 0.23465524\n",
      "  0.147501   0.54209803 0.33599028 0.34271732 0.05010357 0.04478098\n",
      "  0.46031153 1.         0.37933472 0.18221197]\n",
      " [0.29521827 0.2660994  0.30308016 0.34526394 0.34575279 0.3137133\n",
      "  0.26711471 0.16895435 0.21687364 0.16163241 0.32628546 0.27229201\n",
      "  0.19048546 0.35918639 0.25857671 0.21984312 0.26805582 0.23138015\n",
      "  0.23107777 0.26650554 0.28759894 0.22604653 0.37334722 0.40185762\n",
      "  0.18943687 0.37933472 1.         0.31538125]\n",
      " [0.44819567 0.39423139 0.45603028 0.50512854 0.48841875 0.46851384\n",
      "  0.44384856 0.32955531 0.34374757 0.39372437 0.4539336  0.42848353\n",
      "  0.27114087 0.50362083 0.40402806 0.42070169 0.25316439 0.23993506\n",
      "  0.23274003 0.43061978 0.34498614 0.31768221 0.20579723 0.22491829\n",
      "  0.38533467 0.18221197 0.31538125 1.        ]]\n",
      "Rips complex is of dimension 1 - 406 simplices - 28 vertices.\n",
      "[0] -> 0.00\n",
      "[1] -> 0.00\n",
      "[2] -> 0.00\n",
      "[3] -> 0.00\n",
      "[4] -> 0.00\n",
      "[5] -> 0.00\n",
      "[6] -> 0.00\n",
      "[7] -> 0.00\n",
      "[8] -> 0.00\n",
      "[9] -> 0.00\n",
      "[10] -> 0.00\n",
      "[11] -> 0.00\n",
      "[12] -> 0.00\n",
      "[13] -> 0.00\n",
      "[14] -> 0.00\n",
      "[15] -> 0.00\n",
      "[16] -> 0.00\n",
      "[17] -> 0.00\n",
      "[18] -> 0.00\n",
      "[19] -> 0.00\n",
      "[20] -> 0.00\n",
      "[21] -> 0.00\n",
      "[22] -> 0.00\n",
      "[23] -> 0.00\n",
      "[24] -> 0.00\n",
      "[25] -> 0.00\n",
      "[26] -> 0.00\n",
      "[27] -> 0.00\n",
      "[3, 5] -> 0.02\n",
      "[3, 13] -> 0.03\n",
      "[2, 5] -> 0.03\n",
      "[5, 13] -> 0.03\n",
      "[3, 4] -> 0.03\n",
      "[3, 10] -> 0.04\n",
      "[15, 24] -> 0.04\n",
      "[4, 5] -> 0.04\n",
      "[5, 10] -> 0.04\n",
      "[2, 11] -> 0.04\n",
      "[2, 13] -> 0.04\n",
      "[23, 25] -> 0.04\n",
      "[4, 14] -> 0.05\n",
      "[22, 23] -> 0.05\n",
      "[22, 25] -> 0.05\n",
      "[2, 3] -> 0.05\n",
      "[4, 13] -> 0.05\n",
      "[1, 14] -> 0.05\n",
      "[0, 10] -> 0.06\n",
      "[11, 13] -> 0.06\n",
      "[5, 19] -> 0.06\n",
      "[5, 11] -> 0.06\n",
      "[9, 15] -> 0.06\n",
      "[2, 4] -> 0.06\n",
      "[11, 15] -> 0.06\n",
      "[8, 24] -> 0.06\n",
      "[2, 10] -> 0.06\n",
      "[2, 19] -> 0.07\n",
      "[4, 11] -> 0.07\n",
      "[4, 10] -> 0.07\n",
      "[13, 19] -> 0.07\n",
      "[9, 24] -> 0.07\n",
      "[10, 13] -> 0.07\n",
      "[3, 19] -> 0.07\n",
      "[11, 14] -> 0.07\n",
      "[10, 19] -> 0.07\n",
      "[11, 19] -> 0.08\n",
      "[8, 21] -> 0.08\n",
      "[3, 11] -> 0.08\n",
      "[14, 19] -> 0.08\n",
      "[4, 19] -> 0.08\n",
      "[11, 24] -> 0.08\n",
      "[0, 5] -> 0.08\n",
      "[5, 14] -> 0.08\n",
      "[2, 15] -> 0.08\n",
      "[19, 24] -> 0.08\n",
      "[1, 12] -> 0.09\n",
      "[8, 15] -> 0.09\n",
      "[21, 24] -> 0.09\n",
      "[16, 18] -> 0.09\n",
      "[2, 14] -> 0.09\n",
      "[3, 14] -> 0.09\n",
      "[17, 21] -> 0.09\n",
      "[15, 19] -> 0.09\n",
      "[0, 2] -> 0.09\n",
      "[0, 3] -> 0.09\n",
      "[5, 15] -> 0.10\n",
      "[2, 24] -> 0.10\n",
      "[0, 19] -> 0.10\n",
      "[0, 6] -> 0.11\n",
      "[13, 15] -> 0.11\n",
      "[12, 17] -> 0.11\n",
      "[10, 14] -> 0.11\n",
      "[0, 13] -> 0.11\n",
      "[14, 15] -> 0.11\n",
      "[9, 11] -> 0.11\n",
      "[13, 14] -> 0.11\n",
      "[8, 19] -> 0.11\n",
      "[10, 11] -> 0.11\n",
      "[8, 9] -> 0.11\n",
      "[14, 24] -> 0.11\n",
      "[12, 14] -> 0.12\n",
      "[1, 11] -> 0.12\n",
      "[2, 9] -> 0.12\n",
      "[16, 22] -> 0.12\n",
      "[12, 21] -> 0.12\n",
      "[18, 22] -> 0.12\n",
      "[9, 14] -> 0.12\n",
      "[15, 21] -> 0.12\n",
      "[8, 11] -> 0.12\n",
      "[1, 4] -> 0.12\n",
      "[5, 24] -> 0.13\n",
      "[9, 21] -> 0.13\n",
      "[4, 15] -> 0.13\n",
      "[16, 25] -> 0.13\n",
      "[3, 15] -> 0.13\n",
      "[7, 8] -> 0.13\n",
      "[7, 24] -> 0.13\n",
      "[1, 19] -> 0.13\n",
      "[1, 9] -> 0.14\n",
      "[13, 24] -> 0.14\n",
      "[16, 17] -> 0.14\n",
      "[9, 19] -> 0.14\n",
      "[6, 10] -> 0.14\n",
      "[1, 24] -> 0.14\n",
      "[17, 24] -> 0.14\n",
      "[5, 6] -> 0.14\n",
      "[1, 17] -> 0.15\n",
      "[0, 4] -> 0.15\n",
      "[18, 25] -> 0.15\n",
      "[17, 18] -> 0.15\n",
      "[7, 15] -> 0.15\n",
      "[1, 15] -> 0.15\n",
      "[8, 17] -> 0.15\n",
      "[0, 11] -> 0.15\n",
      "[5, 9] -> 0.15\n",
      "[4, 24] -> 0.15\n",
      "[10, 15] -> 0.16\n",
      "[0, 15] -> 0.16\n",
      "[2, 8] -> 0.16\n",
      "[3, 24] -> 0.16\n",
      "[0, 24] -> 0.16\n",
      "[0, 14] -> 0.16\n",
      "[19, 21] -> 0.16\n",
      "[9, 12] -> 0.16\n",
      "[8, 14] -> 0.16\n",
      "[16, 23] -> 0.16\n",
      "[9, 26] -> 0.16\n",
      "[1, 8] -> 0.16\n",
      "[7, 9] -> 0.16\n",
      "[1, 2] -> 0.16\n",
      "[6, 19] -> 0.16\n",
      "[16, 21] -> 0.16\n",
      "[8, 12] -> 0.16\n",
      "[10, 24] -> 0.17\n",
      "[7, 26] -> 0.17\n",
      "[18, 23] -> 0.17\n",
      "[1, 21] -> 0.17\n",
      "[3, 6] -> 0.17\n",
      "[8, 13] -> 0.17\n",
      "[12, 24] -> 0.17\n",
      "[2, 6] -> 0.18\n",
      "[1, 5] -> 0.18\n",
      "[4, 9] -> 0.18\n",
      "[9, 13] -> 0.18\n",
      "[5, 8] -> 0.18\n",
      "[14, 21] -> 0.18\n",
      "[1, 3] -> 0.18\n",
      "[9, 17] -> 0.18\n",
      "[25, 27] -> 0.18\n",
      "[12, 19] -> 0.18\n",
      "[7, 11] -> 0.18\n",
      "[11, 21] -> 0.18\n",
      "[18, 21] -> 0.18\n",
      "[3, 9] -> 0.19\n",
      "[24, 26] -> 0.19\n",
      "[12, 26] -> 0.19\n",
      "[7, 21] -> 0.19\n",
      "[14, 17] -> 0.19\n",
      "[6, 13] -> 0.20\n",
      "[15, 17] -> 0.20\n",
      "[2, 7] -> 0.20\n",
      "[6, 14] -> 0.20\n",
      "[0, 9] -> 0.20\n",
      "[7, 19] -> 0.20\n",
      "[1, 13] -> 0.20\n",
      "[4, 6] -> 0.20\n",
      "[12, 16] -> 0.20\n",
      "[22, 27] -> 0.21\n",
      "[0, 8] -> 0.21\n",
      "[9, 10] -> 0.21\n",
      "[1, 10] -> 0.21\n",
      "[12, 15] -> 0.21\n",
      "[4, 8] -> 0.21\n",
      "[0, 7] -> 0.21\n",
      "[3, 8] -> 0.21\n",
      "[11, 12] -> 0.21\n",
      "[2, 21] -> 0.21\n",
      "[8, 10] -> 0.21\n",
      "[11, 17] -> 0.21\n",
      "[6, 11] -> 0.21\n",
      "[8, 26] -> 0.22\n",
      "[17, 19] -> 0.22\n",
      "[15, 26] -> 0.22\n",
      "[4, 12] -> 0.22\n",
      "[5, 7] -> 0.22\n",
      "[5, 21] -> 0.22\n",
      "[7, 18] -> 0.22\n",
      "[23, 27] -> 0.22\n",
      "[21, 26] -> 0.23\n",
      "[13, 21] -> 0.23\n",
      "[17, 22] -> 0.23\n",
      "[18, 26] -> 0.23\n",
      "[17, 26] -> 0.23\n",
      "[7, 13] -> 0.23\n",
      "[18, 27] -> 0.23\n",
      "[17, 25] -> 0.23\n",
      "[4, 21] -> 0.24\n",
      "[17, 27] -> 0.24\n",
      "[2, 12] -> 0.24\n",
      "[10, 21] -> 0.24\n",
      "[10, 12] -> 0.24\n",
      "[5, 12] -> 0.24\n",
      "[3, 21] -> 0.24\n",
      "[6, 7] -> 0.25\n",
      "[18, 24] -> 0.25\n",
      "[8, 18] -> 0.25\n",
      "[7, 14] -> 0.25\n",
      "[7, 10] -> 0.25\n",
      "[6, 24] -> 0.25\n",
      "[7, 17] -> 0.25\n",
      "[7, 20] -> 0.25\n",
      "[6, 15] -> 0.25\n",
      "[16, 27] -> 0.25\n",
      "[7, 12] -> 0.26\n",
      "[6, 9] -> 0.26\n",
      "[2, 17] -> 0.26\n",
      "[14, 26] -> 0.26\n",
      "[3, 12] -> 0.26\n",
      "[0, 21] -> 0.26\n",
      "[9, 18] -> 0.26\n",
      "[1, 26] -> 0.27\n",
      "[0, 1] -> 0.27\n",
      "[19, 26] -> 0.27\n",
      "[6, 26] -> 0.27\n",
      "[16, 26] -> 0.27\n",
      "[3, 7] -> 0.27\n",
      "[12, 27] -> 0.27\n",
      "[11, 26] -> 0.27\n",
      "[12, 18] -> 0.27\n",
      "[5, 17] -> 0.28\n",
      "[12, 13] -> 0.28\n",
      "[9, 16] -> 0.28\n",
      "[8, 16] -> 0.28\n",
      "[4, 17] -> 0.28\n",
      "[17, 23] -> 0.28\n",
      "[16, 20] -> 0.28\n",
      "[4, 7] -> 0.29\n",
      "[1, 7] -> 0.29\n",
      "[0, 12] -> 0.29\n",
      "[16, 24] -> 0.29\n",
      "[20, 26] -> 0.29\n",
      "[6, 12] -> 0.29\n",
      "[15, 18] -> 0.29\n",
      "[3, 17] -> 0.29\n",
      "[18, 20] -> 0.29\n",
      "[6, 8] -> 0.29\n",
      "[0, 26] -> 0.30\n",
      "[10, 17] -> 0.30\n",
      "[13, 17] -> 0.30\n",
      "[20, 21] -> 0.30\n",
      "[2, 26] -> 0.30\n",
      "[1, 6] -> 0.30\n",
      "[0, 17] -> 0.31\n",
      "[7, 16] -> 0.31\n",
      "[5, 26] -> 0.31\n",
      "[26, 27] -> 0.32\n",
      "[21, 27] -> 0.32\n",
      "[8, 20] -> 0.32\n",
      "[20, 23] -> 0.33\n",
      "[10, 26] -> 0.33\n",
      "[6, 21] -> 0.33\n",
      "[7, 27] -> 0.33\n",
      "[20, 25] -> 0.34\n",
      "[21, 22] -> 0.34\n",
      "[17, 20] -> 0.34\n",
      "[20, 22] -> 0.34\n",
      "[15, 16] -> 0.34\n",
      "[21, 25] -> 0.34\n",
      "[8, 27] -> 0.34\n",
      "[20, 27] -> 0.34\n",
      "[3, 26] -> 0.35\n",
      "[12, 20] -> 0.35\n",
      "[4, 26] -> 0.35\n",
      "[12, 25] -> 0.35\n",
      "[20, 24] -> 0.35\n",
      "[1, 16] -> 0.36\n",
      "[13, 26] -> 0.36\n",
      "[6, 17] -> 0.37\n",
      "[12, 22] -> 0.37\n",
      "[22, 26] -> 0.37\n",
      "[0, 18] -> 0.37\n",
      "[18, 19] -> 0.37\n",
      "[11, 18] -> 0.38\n",
      "[25, 26] -> 0.38\n",
      "[1, 18] -> 0.38\n",
      "[21, 23] -> 0.38\n",
      "[15, 20] -> 0.38\n",
      "[24, 27] -> 0.39\n",
      "[7, 25] -> 0.39\n",
      "[2, 18] -> 0.39\n",
      "[9, 20] -> 0.39\n",
      "[9, 27] -> 0.39\n",
      "[12, 23] -> 0.39\n",
      "[1, 27] -> 0.39\n",
      "[7, 22] -> 0.40\n",
      "[14, 18] -> 0.40\n",
      "[19, 20] -> 0.40\n",
      "[23, 26] -> 0.40\n",
      "[14, 16] -> 0.40\n",
      "[14, 27] -> 0.40\n",
      "[5, 18] -> 0.41\n",
      "[16, 19] -> 0.41\n",
      "[10, 18] -> 0.41\n",
      "[15, 27] -> 0.42\n",
      "[6, 18] -> 0.42\n",
      "[8, 22] -> 0.42\n",
      "[0, 20] -> 0.42\n",
      "[8, 25] -> 0.42\n",
      "[10, 20] -> 0.43\n",
      "[11, 27] -> 0.43\n",
      "[6, 20] -> 0.43\n",
      "[7, 23] -> 0.43\n",
      "[19, 27] -> 0.43\n",
      "[0, 16] -> 0.43\n",
      "[13, 18] -> 0.43\n",
      "[1, 20] -> 0.43\n",
      "[3, 18] -> 0.44\n",
      "[11, 16] -> 0.44\n",
      "[14, 20] -> 0.44\n",
      "[2, 16] -> 0.44\n",
      "[2, 20] -> 0.44\n",
      "[5, 20] -> 0.44\n",
      "[6, 27] -> 0.44\n",
      "[10, 16] -> 0.45\n",
      "[0, 27] -> 0.45\n",
      "[9, 25] -> 0.45\n",
      "[11, 20] -> 0.45\n",
      "[10, 27] -> 0.45\n",
      "[5, 16] -> 0.46\n",
      "[2, 27] -> 0.46\n",
      "[13, 20] -> 0.46\n",
      "[24, 25] -> 0.46\n",
      "[3, 20] -> 0.46\n",
      "[22, 24] -> 0.46\n",
      "[4, 20] -> 0.47\n",
      "[5, 27] -> 0.47\n",
      "[6, 16] -> 0.47\n",
      "[4, 18] -> 0.47\n",
      "[9, 22] -> 0.47\n",
      "[8, 23] -> 0.48\n",
      "[3, 16] -> 0.49\n",
      "[4, 27] -> 0.49\n",
      "[13, 16] -> 0.50\n",
      "[13, 27] -> 0.50\n",
      "[15, 25] -> 0.50\n",
      "[4, 16] -> 0.50\n",
      "[3, 27] -> 0.51\n",
      "[1, 25] -> 0.51\n",
      "[9, 23] -> 0.52\n",
      "[23, 24] -> 0.52\n",
      "[15, 22] -> 0.52\n",
      "[0, 25] -> 0.53\n",
      "[1, 22] -> 0.53\n",
      "[14, 25] -> 0.54\n",
      "[19, 25] -> 0.54\n",
      "[10, 25] -> 0.54\n",
      "[2, 25] -> 0.55\n",
      "[11, 25] -> 0.55\n",
      "[6, 25] -> 0.56\n",
      "[5, 25] -> 0.56\n",
      "[15, 23] -> 0.57\n",
      "[0, 22] -> 0.57\n",
      "[19, 22] -> 0.58\n",
      "[14, 22] -> 0.58\n",
      "[0, 23] -> 0.58\n",
      "[1, 23] -> 0.58\n",
      "[3, 25] -> 0.59\n",
      "[11, 22] -> 0.59\n",
      "[13, 25] -> 0.59\n",
      "[10, 23] -> 0.60\n",
      "[10, 22] -> 0.60\n",
      "[2, 22] -> 0.60\n",
      "[6, 23] -> 0.60\n",
      "[19, 23] -> 0.60\n",
      "[14, 23] -> 0.60\n",
      "[6, 22] -> 0.61\n",
      "[2, 23] -> 0.62\n",
      "[4, 25] -> 0.62\n",
      "[5, 22] -> 0.62\n",
      "[5, 23] -> 0.63\n",
      "[11, 23] -> 0.63\n",
      "[3, 22] -> 0.64\n",
      "[3, 23] -> 0.65\n",
      "[13, 22] -> 0.65\n",
      "[13, 23] -> 0.65\n",
      "[4, 22] -> 0.67\n",
      "[4, 23] -> 0.68\n",
      "[[1.         0.27752853 0.22861654 0.21606716 0.0673386  0.06654472\n",
      "  0.29696012 0.08420926 0.15393607 0.36536527 0.0435558  0.09876995\n",
      "  0.09045978 0.08161057 0.11994848 0.50858977 0.114116   0.05692706\n",
      "  0.40012037 0.4281728  0.34312705 0.31490992 0.63660804 0.39079482\n",
      "  0.27977512 0.5255681  0.46285328 0.29339849]\n",
      " [0.27752853 1.         0.10150364 0.07594655 0.21867204 0.2169199\n",
      "  0.23706248 0.32732564 0.35033532 0.47030991 0.310324   0.17454543\n",
      "  0.17654219 0.25266941 0.13220387 0.55566717 0.37020839 0.33730262\n",
      "  0.47698936 0.4517662  0.53700932 0.52577634 0.61203477 0.47810507\n",
      "  0.42562537 0.49092927 0.5722937  0.50331484]\n",
      " [0.22861654 0.10150364 1.         0.06425263 0.19137017 0.19676944\n",
      "  0.20688981 0.23840501 0.27194324 0.39536224 0.24239854 0.16814315\n",
      "  0.18304475 0.176803   0.13534785 0.49274721 0.28567549 0.31501106\n",
      "  0.41969193 0.4207696  0.47155623 0.43647603 0.59336731 0.43930178\n",
      "  0.36293923 0.43956285 0.49694859 0.44262688]\n",
      " [0.21606716 0.07594655 0.06425263 1.         0.16359172 0.14097119\n",
      "  0.17579445 0.23810478 0.25932788 0.42456962 0.20965961 0.12775788\n",
      "  0.14751952 0.15632764 0.09434453 0.48509189 0.27904397 0.27698265\n",
      "  0.42045886 0.39447058 0.46438735 0.42860086 0.58453844 0.4275818\n",
      "  0.39642819 0.40436609 0.50204489 0.42341433]\n",
      " [0.0673386  0.21867204 0.19137017 0.16359172 1.         0.0287521\n",
      "  0.26177005 0.12880463 0.17629088 0.45706534 0.0705938  0.08941602\n",
      "  0.07071361 0.04252681 0.04997664 0.58085947 0.17757657 0.11483259\n",
      "  0.48364926 0.46630212 0.45411308 0.41789667 0.70663866 0.46207129\n",
      "  0.35003235 0.54244794 0.55794357 0.37588466]\n",
      " [0.06654472 0.2169199  0.19676944 0.14097119 0.0287521  1.\n",
      "  0.26946578 0.14547973 0.20307082 0.47886203 0.05350009 0.0509328\n",
      "  0.03848441 0.04667214 0.03568967 0.59150374 0.19140153 0.10332603\n",
      "  0.48439558 0.47640214 0.46010764 0.43382801 0.71612668 0.46998206\n",
      "  0.38190783 0.53542971 0.56212453 0.39646814]\n",
      " [0.29696012 0.23706248 0.20688981 0.17579445 0.26177005 0.26946578\n",
      "  1.         0.29156271 0.23245459 0.41279658 0.27061152 0.28332943\n",
      "  0.28436983 0.28178912 0.23694504 0.49456471 0.33113912 0.31864827\n",
      "  0.40831818 0.40737663 0.47186901 0.43102029 0.62370323 0.40925708\n",
      "  0.39630483 0.366859   0.49069818 0.41363256]\n",
      " [0.08420926 0.32732564 0.23840501 0.23810478 0.12880463 0.14547973\n",
      "  0.29156271 1.         0.07574915 0.2426123  0.09549172 0.19405787\n",
      "  0.19027838 0.10655032 0.18791513 0.33677712 0.0477118  0.13377874\n",
      "  0.28607129 0.26767394 0.20809904 0.15588757 0.48544815 0.23175319\n",
      "  0.1995919  0.44291618 0.29464159 0.13929093]\n",
      " [0.15393607 0.35033532 0.27194324 0.25932788 0.17629088 0.20307082\n",
      "  0.23245459 0.07574915 1.         0.23206406 0.15675687 0.27321235\n",
      "  0.25425384 0.19402651 0.22597101 0.35216905 0.0835059  0.19913381\n",
      "  0.26768759 0.27395934 0.21398728 0.1722525  0.46263856 0.22295949\n",
      "  0.21840877 0.40034789 0.295596   0.13858899]\n",
      " [0.36536527 0.47030991 0.39536224 0.42456962 0.45706534 0.47886203\n",
      "  0.41279658 0.2426123  0.23206406 1.         0.37192848 0.45753197\n",
      "  0.48331173 0.47021218 0.47496784 0.27822089 0.1938678  0.3954438\n",
      "  0.13324571 0.23911175 0.1392903  0.18283241 0.17091292 0.15669857\n",
      "  0.19241304 0.22834159 0.15446237 0.16628441]\n",
      " [0.0435558  0.310324   0.24239854 0.20965961 0.0705938  0.05350009\n",
      "  0.27061152 0.09549172 0.15675687 0.37192848 1.         0.09623253\n",
      "  0.10431269 0.0729614  0.12067383 0.5480037  0.12974271 0.06404911\n",
      "  0.4241015  0.44748888 0.38269926 0.34327768 0.65618703 0.40925533\n",
      "  0.31313712 0.50115384 0.49057219 0.30117745]\n",
      " [0.09876995 0.17454543 0.16814315 0.12775788 0.08941602 0.0509328\n",
      "  0.28332943 0.19405787 0.27321235 0.45753197 0.09623253 1.\n",
      "  0.03142116 0.09235413 0.06519053 0.61544331 0.23403527 0.11940705\n",
      "  0.48904816 0.50774977 0.49330173 0.4776938  0.6746839  0.49334449\n",
      "  0.38919463 0.49906386 0.5755065  0.43328048]\n",
      " [0.09045978 0.17654219 0.18304475 0.14751952 0.07071361 0.03848441\n",
      "  0.28436983 0.19027838 0.25425384 0.48331173 0.10431269 0.03142116\n",
      "  1.         0.0933927  0.04442341 0.61188898 0.23263532 0.12540245\n",
      "  0.49319355 0.50353601 0.49030246 0.49009851 0.70560084 0.4937839\n",
      "  0.3959269  0.53149606 0.58718696 0.43683991]\n",
      " [0.08161057 0.25266941 0.176803   0.15632764 0.04252681 0.04667214\n",
      "  0.28178912 0.10655032 0.19402651 0.47021218 0.0729614  0.09235413\n",
      "  0.0933927  1.         0.07571516 0.561158   0.18367764 0.13405123\n",
      "  0.49343366 0.46826348 0.45722666 0.39051523 0.72542768 0.46347469\n",
      "  0.36208573 0.55005736 0.5436003  0.37031866]\n",
      " [0.11994848 0.13220387 0.13534785 0.09434453 0.04997664 0.03568967\n",
      "  0.23694504 0.18791513 0.22597101 0.47496784 0.12067383 0.06519053\n",
      "  0.04442341 0.07571516 1.         0.58245611 0.23255337 0.17602992\n",
      "  0.466189   0.45407654 0.48470899 0.46841575 0.67254251 0.46698153\n",
      "  0.3904684  0.49583996 0.56319868 0.43175544]\n",
      " [0.50858977 0.55566717 0.49274721 0.48509189 0.58085947 0.59150374\n",
      "  0.49456471 0.33677712 0.35216905 0.27822089 0.5480037  0.61544331\n",
      "  0.61188898 0.561158   0.58245611 1.         0.30517653 0.55077072\n",
      "  0.1877841  0.06002466 0.11562181 0.15849186 0.26994256 0.14022186\n",
      "  0.35278481 0.34962471 0.11629094 0.21809645]\n",
      " [0.114116   0.37020839 0.28567549 0.27904397 0.17757657 0.19140153\n",
      "  0.33113912 0.0477118  0.0835059  0.1938678  0.12974271 0.23403527\n",
      "  0.23263532 0.18367764 0.23255337 0.30517653 1.         0.15307395\n",
      "  0.24366615 0.24080059 0.16213544 0.11209871 0.37212831 0.19632794\n",
      "  0.16689442 0.36791612 0.24414231 0.09860671]\n",
      " [0.05692706 0.33730262 0.31501106 0.27698265 0.11483259 0.10332603\n",
      "  0.31864827 0.13377874 0.19913381 0.3954438  0.06404911 0.11940705\n",
      "  0.12540245 0.13405123 0.17602992 0.55077072 0.15307395 1.\n",
      "  0.44630245 0.45469448 0.37623505 0.34176533 0.64400464 0.40416798\n",
      "  0.28968289 0.5217573  0.48325681 0.28868114]\n",
      " [0.40012037 0.47698936 0.41969193 0.42045886 0.48364926 0.48439558\n",
      "  0.40831818 0.28607129 0.26768759 0.13324571 0.4241015  0.48904816\n",
      "  0.49319355 0.49343366 0.466189   0.1877841  0.24366615 0.44630245\n",
      "  1.         0.16618307 0.11810776 0.17818759 0.17867489 0.09872801\n",
      "  0.19284444 0.26112179 0.09329654 0.21364637]\n",
      " [0.4281728  0.4517662  0.4207696  0.39447058 0.46630212 0.47640214\n",
      "  0.40737663 0.26767394 0.27395934 0.23911175 0.44748888 0.50774977\n",
      "  0.50353601 0.46826348 0.45407654 0.06002466 0.24080059 0.45469448\n",
      "  0.16618307 1.         0.11032766 0.14907099 0.25619367 0.10260137\n",
      "  0.30184283 0.28354079 0.11851592 0.17884784]\n",
      " [0.34312705 0.53700932 0.47155623 0.46438735 0.45411308 0.46010764\n",
      "  0.47186901 0.20809904 0.21398728 0.1392903  0.38269926 0.49330173\n",
      "  0.49030246 0.45722666 0.48470899 0.11562181 0.16213544 0.37623505\n",
      "  0.11810776 0.11032766 1.         0.08575617 0.20174578 0.07874063\n",
      "  0.2158223  0.32177821 0.0719633  0.12172961]\n",
      " [0.31490992 0.52577634 0.43647603 0.42860086 0.41789667 0.43382801\n",
      "  0.43102029 0.15588757 0.1722525  0.18283241 0.34327768 0.4776938\n",
      "  0.49009851 0.39051523 0.46841575 0.15849186 0.11209871 0.34176533\n",
      "  0.17818759 0.14907099 0.08575617 1.         0.24440508 0.09350591\n",
      "  0.17406414 0.34468602 0.10557918 0.06584262]\n",
      " [0.63660804 0.61203477 0.59336731 0.58453844 0.70663866 0.71612668\n",
      "  0.62370323 0.48544815 0.46263856 0.17091292 0.65618703 0.6746839\n",
      "  0.70560084 0.72542768 0.67254251 0.26994256 0.37212831 0.64400464\n",
      "  0.17867489 0.25619367 0.20174578 0.24440508 1.         0.1775647\n",
      "  0.29081434 0.24330313 0.14944106 0.2650579 ]\n",
      " [0.39079482 0.47810507 0.43930178 0.4275818  0.46207129 0.46998206\n",
      "  0.40925708 0.23175319 0.22295949 0.15669857 0.40925533 0.49334449\n",
      "  0.4937839  0.46347469 0.46698153 0.14022186 0.19632794 0.40416798\n",
      "  0.09872801 0.10260137 0.07874063 0.09350591 0.1775647  1.\n",
      "  0.15055443 0.28404997 0.05156209 0.12564741]\n",
      " [0.27977512 0.42562537 0.36293923 0.39642819 0.35003235 0.38190783\n",
      "  0.39630483 0.1995919  0.21840877 0.19241304 0.31313712 0.38919463\n",
      "  0.3959269  0.36208573 0.3904684  0.35278481 0.16689442 0.28968289\n",
      "  0.19284444 0.30184283 0.2158223  0.17406414 0.29081434 0.15055443\n",
      "  1.         0.36491514 0.20239903 0.19592826]\n",
      " [0.5255681  0.49092927 0.43956285 0.40436609 0.54244794 0.53542971\n",
      "  0.366859   0.44291618 0.40034789 0.22834159 0.50115384 0.49906386\n",
      "  0.53149606 0.55005736 0.49583996 0.34962471 0.36791612 0.5217573\n",
      "  0.26112179 0.28354079 0.32177821 0.34468602 0.24330313 0.28404997\n",
      "  0.36491514 1.         0.2943917  0.35308902]\n",
      " [0.46285328 0.5722937  0.49694859 0.50204489 0.55794357 0.56212453\n",
      "  0.49069818 0.29464159 0.295596   0.15446237 0.49057219 0.5755065\n",
      "  0.58718696 0.5436003  0.56319868 0.11629094 0.24414231 0.48325681\n",
      "  0.09329654 0.11851592 0.0719633  0.10557918 0.14944106 0.05156209\n",
      "  0.20239903 0.2943917  1.         0.16064539]\n",
      " [0.29339849 0.50331484 0.44262688 0.42341433 0.37588466 0.39646814\n",
      "  0.41363256 0.13929093 0.13858899 0.16628441 0.30117745 0.43328048\n",
      "  0.43683991 0.37031866 0.43175544 0.21809645 0.09860671 0.28868114\n",
      "  0.21364637 0.17884784 0.12172961 0.06584262 0.2650579  0.12564741\n",
      "  0.19592826 0.35308902 0.16064539 1.        ]]\n",
      "Rips complex is of dimension 1 - 406 simplices - 28 vertices.\n",
      "[0] -> 0.00\n",
      "[1] -> 0.00\n",
      "[2] -> 0.00\n",
      "[3] -> 0.00\n",
      "[4] -> 0.00\n",
      "[5] -> 0.00\n",
      "[6] -> 0.00\n",
      "[7] -> 0.00\n",
      "[8] -> 0.00\n",
      "[9] -> 0.00\n",
      "[10] -> 0.00\n",
      "[11] -> 0.00\n",
      "[12] -> 0.00\n",
      "[13] -> 0.00\n",
      "[14] -> 0.00\n",
      "[15] -> 0.00\n",
      "[16] -> 0.00\n",
      "[17] -> 0.00\n",
      "[18] -> 0.00\n",
      "[19] -> 0.00\n",
      "[20] -> 0.00\n",
      "[21] -> 0.00\n",
      "[22] -> 0.00\n",
      "[23] -> 0.00\n",
      "[24] -> 0.00\n",
      "[25] -> 0.00\n",
      "[26] -> 0.00\n",
      "[27] -> 0.00\n",
      "[4, 5] -> 0.03\n",
      "[11, 12] -> 0.03\n",
      "[5, 14] -> 0.04\n",
      "[5, 12] -> 0.04\n",
      "[4, 13] -> 0.04\n",
      "[0, 10] -> 0.04\n",
      "[12, 14] -> 0.04\n",
      "[5, 13] -> 0.05\n",
      "[7, 16] -> 0.05\n",
      "[4, 14] -> 0.05\n",
      "[5, 11] -> 0.05\n",
      "[23, 26] -> 0.05\n",
      "[5, 10] -> 0.05\n",
      "[0, 17] -> 0.06\n",
      "[15, 19] -> 0.06\n",
      "[10, 17] -> 0.06\n",
      "[2, 3] -> 0.06\n",
      "[11, 14] -> 0.07\n",
      "[21, 27] -> 0.07\n",
      "[0, 5] -> 0.07\n",
      "[0, 4] -> 0.07\n",
      "[4, 10] -> 0.07\n",
      "[4, 12] -> 0.07\n",
      "[20, 26] -> 0.07\n",
      "[10, 13] -> 0.07\n",
      "[13, 14] -> 0.08\n",
      "[7, 8] -> 0.08\n",
      "[1, 3] -> 0.08\n",
      "[20, 23] -> 0.08\n",
      "[0, 13] -> 0.08\n",
      "[8, 16] -> 0.08\n",
      "[0, 7] -> 0.08\n",
      "[20, 21] -> 0.09\n",
      "[4, 11] -> 0.09\n",
      "[0, 12] -> 0.09\n",
      "[11, 13] -> 0.09\n",
      "[18, 26] -> 0.09\n",
      "[12, 13] -> 0.09\n",
      "[21, 23] -> 0.09\n",
      "[3, 14] -> 0.09\n",
      "[7, 10] -> 0.10\n",
      "[10, 11] -> 0.10\n",
      "[16, 27] -> 0.10\n",
      "[18, 23] -> 0.10\n",
      "[0, 11] -> 0.10\n",
      "[1, 2] -> 0.10\n",
      "[19, 23] -> 0.10\n",
      "[5, 17] -> 0.10\n",
      "[10, 12] -> 0.10\n",
      "[21, 26] -> 0.11\n",
      "[7, 13] -> 0.11\n",
      "[19, 20] -> 0.11\n",
      "[16, 21] -> 0.11\n",
      "[0, 16] -> 0.11\n",
      "[4, 17] -> 0.11\n",
      "[15, 20] -> 0.12\n",
      "[15, 26] -> 0.12\n",
      "[18, 20] -> 0.12\n",
      "[19, 26] -> 0.12\n",
      "[11, 17] -> 0.12\n",
      "[0, 14] -> 0.12\n",
      "[10, 14] -> 0.12\n",
      "[20, 27] -> 0.12\n",
      "[12, 17] -> 0.13\n",
      "[23, 27] -> 0.13\n",
      "[3, 11] -> 0.13\n",
      "[4, 7] -> 0.13\n",
      "[10, 16] -> 0.13\n",
      "[1, 14] -> 0.13\n",
      "[9, 18] -> 0.13\n",
      "[7, 17] -> 0.13\n",
      "[13, 17] -> 0.13\n",
      "[2, 14] -> 0.14\n",
      "[8, 27] -> 0.14\n",
      "[9, 20] -> 0.14\n",
      "[7, 27] -> 0.14\n",
      "[15, 23] -> 0.14\n",
      "[3, 5] -> 0.14\n",
      "[5, 7] -> 0.15\n",
      "[3, 12] -> 0.15\n",
      "[19, 21] -> 0.15\n",
      "[22, 26] -> 0.15\n",
      "[23, 24] -> 0.15\n",
      "[16, 17] -> 0.15\n",
      "[0, 8] -> 0.15\n",
      "[9, 26] -> 0.15\n",
      "[7, 21] -> 0.16\n",
      "[3, 13] -> 0.16\n",
      "[9, 23] -> 0.16\n",
      "[8, 10] -> 0.16\n",
      "[15, 21] -> 0.16\n",
      "[26, 27] -> 0.16\n",
      "[16, 20] -> 0.16\n",
      "[3, 4] -> 0.16\n",
      "[18, 19] -> 0.17\n",
      "[9, 27] -> 0.17\n",
      "[16, 24] -> 0.17\n",
      "[2, 11] -> 0.17\n",
      "[9, 22] -> 0.17\n",
      "[8, 21] -> 0.17\n",
      "[21, 24] -> 0.17\n",
      "[1, 11] -> 0.17\n",
      "[3, 6] -> 0.18\n",
      "[14, 17] -> 0.18\n",
      "[4, 8] -> 0.18\n",
      "[1, 12] -> 0.18\n",
      "[2, 13] -> 0.18\n",
      "[22, 23] -> 0.18\n",
      "[4, 16] -> 0.18\n",
      "[18, 21] -> 0.18\n",
      "[18, 22] -> 0.18\n",
      "[19, 27] -> 0.18\n",
      "[9, 21] -> 0.18\n",
      "[2, 12] -> 0.18\n",
      "[13, 16] -> 0.18\n",
      "[15, 18] -> 0.19\n",
      "[7, 14] -> 0.19\n",
      "[7, 12] -> 0.19\n",
      "[2, 4] -> 0.19\n",
      "[5, 16] -> 0.19\n",
      "[9, 24] -> 0.19\n",
      "[18, 24] -> 0.19\n",
      "[9, 16] -> 0.19\n",
      "[8, 13] -> 0.19\n",
      "[7, 11] -> 0.19\n",
      "[24, 27] -> 0.20\n",
      "[16, 23] -> 0.20\n",
      "[2, 5] -> 0.20\n",
      "[8, 17] -> 0.20\n",
      "[7, 24] -> 0.20\n",
      "[20, 22] -> 0.20\n",
      "[24, 26] -> 0.20\n",
      "[5, 8] -> 0.20\n",
      "[2, 6] -> 0.21\n",
      "[7, 20] -> 0.21\n",
      "[3, 10] -> 0.21\n",
      "[18, 27] -> 0.21\n",
      "[8, 20] -> 0.21\n",
      "[20, 24] -> 0.22\n",
      "[0, 3] -> 0.22\n",
      "[1, 5] -> 0.22\n",
      "[15, 27] -> 0.22\n",
      "[8, 24] -> 0.22\n",
      "[1, 4] -> 0.22\n",
      "[8, 23] -> 0.22\n",
      "[8, 14] -> 0.23\n",
      "[9, 25] -> 0.23\n",
      "[0, 2] -> 0.23\n",
      "[7, 23] -> 0.23\n",
      "[8, 9] -> 0.23\n",
      "[6, 8] -> 0.23\n",
      "[14, 16] -> 0.23\n",
      "[12, 16] -> 0.23\n",
      "[11, 16] -> 0.23\n",
      "[6, 14] -> 0.24\n",
      "[1, 6] -> 0.24\n",
      "[3, 7] -> 0.24\n",
      "[2, 7] -> 0.24\n",
      "[9, 19] -> 0.24\n",
      "[16, 19] -> 0.24\n",
      "[2, 10] -> 0.24\n",
      "[7, 9] -> 0.24\n",
      "[22, 25] -> 0.24\n",
      "[16, 18] -> 0.24\n",
      "[16, 26] -> 0.24\n",
      "[21, 22] -> 0.24\n",
      "[1, 13] -> 0.25\n",
      "[8, 12] -> 0.25\n",
      "[19, 22] -> 0.26\n",
      "[3, 8] -> 0.26\n",
      "[18, 25] -> 0.26\n",
      "[4, 6] -> 0.26\n",
      "[22, 27] -> 0.27\n",
      "[7, 19] -> 0.27\n",
      "[8, 18] -> 0.27\n",
      "[5, 6] -> 0.27\n",
      "[15, 22] -> 0.27\n",
      "[6, 10] -> 0.27\n",
      "[2, 8] -> 0.27\n",
      "[8, 11] -> 0.27\n",
      "[8, 19] -> 0.27\n",
      "[3, 17] -> 0.28\n",
      "[0, 1] -> 0.28\n",
      "[9, 15] -> 0.28\n",
      "[3, 16] -> 0.28\n",
      "[0, 24] -> 0.28\n",
      "[6, 13] -> 0.28\n",
      "[6, 11] -> 0.28\n",
      "[19, 25] -> 0.28\n",
      "[23, 25] -> 0.28\n",
      "[6, 12] -> 0.28\n",
      "[2, 16] -> 0.29\n",
      "[7, 18] -> 0.29\n",
      "[17, 27] -> 0.29\n",
      "[17, 24] -> 0.29\n",
      "[22, 24] -> 0.29\n",
      "[6, 7] -> 0.29\n",
      "[0, 27] -> 0.29\n",
      "[25, 26] -> 0.29\n",
      "[7, 26] -> 0.29\n",
      "[8, 26] -> 0.30\n",
      "[0, 6] -> 0.30\n",
      "[10, 27] -> 0.30\n",
      "[19, 24] -> 0.30\n",
      "[15, 16] -> 0.31\n",
      "[1, 10] -> 0.31\n",
      "[10, 24] -> 0.31\n",
      "[0, 21] -> 0.31\n",
      "[2, 17] -> 0.32\n",
      "[6, 17] -> 0.32\n",
      "[20, 25] -> 0.32\n",
      "[1, 7] -> 0.33\n",
      "[6, 16] -> 0.33\n",
      "[7, 15] -> 0.34\n",
      "[1, 17] -> 0.34\n",
      "[17, 21] -> 0.34\n",
      "[0, 20] -> 0.34\n",
      "[10, 21] -> 0.34\n",
      "[21, 25] -> 0.34\n",
      "[15, 25] -> 0.35\n",
      "[4, 24] -> 0.35\n",
      "[1, 8] -> 0.35\n",
      "[8, 15] -> 0.35\n",
      "[15, 24] -> 0.35\n",
      "[25, 27] -> 0.35\n",
      "[13, 24] -> 0.36\n",
      "[2, 24] -> 0.36\n",
      "[24, 25] -> 0.36\n",
      "[0, 9] -> 0.37\n",
      "[6, 25] -> 0.37\n",
      "[16, 25] -> 0.37\n",
      "[1, 16] -> 0.37\n",
      "[13, 27] -> 0.37\n",
      "[9, 10] -> 0.37\n",
      "[16, 22] -> 0.37\n",
      "[4, 27] -> 0.38\n",
      "[17, 20] -> 0.38\n",
      "[5, 24] -> 0.38\n",
      "[10, 20] -> 0.38\n",
      "[11, 24] -> 0.39\n",
      "[14, 24] -> 0.39\n",
      "[13, 21] -> 0.39\n",
      "[0, 23] -> 0.39\n",
      "[3, 19] -> 0.39\n",
      "[2, 9] -> 0.40\n",
      "[9, 17] -> 0.40\n",
      "[12, 24] -> 0.40\n",
      "[6, 24] -> 0.40\n",
      "[3, 24] -> 0.40\n",
      "[5, 27] -> 0.40\n",
      "[0, 18] -> 0.40\n",
      "[8, 25] -> 0.40\n",
      "[17, 23] -> 0.40\n",
      "[3, 25] -> 0.40\n",
      "[6, 19] -> 0.41\n",
      "[6, 18] -> 0.41\n",
      "[10, 23] -> 0.41\n",
      "[6, 23] -> 0.41\n",
      "[6, 9] -> 0.41\n",
      "[6, 27] -> 0.41\n",
      "[4, 21] -> 0.42\n",
      "[2, 18] -> 0.42\n",
      "[3, 18] -> 0.42\n",
      "[2, 19] -> 0.42\n",
      "[3, 27] -> 0.42\n",
      "[10, 18] -> 0.42\n",
      "[3, 9] -> 0.42\n",
      "[1, 24] -> 0.43\n",
      "[3, 23] -> 0.43\n",
      "[0, 19] -> 0.43\n",
      "[3, 21] -> 0.43\n",
      "[6, 21] -> 0.43\n",
      "[14, 27] -> 0.43\n",
      "[11, 27] -> 0.43\n",
      "[5, 21] -> 0.43\n",
      "[2, 21] -> 0.44\n",
      "[12, 27] -> 0.44\n",
      "[2, 23] -> 0.44\n",
      "[2, 25] -> 0.44\n",
      "[2, 27] -> 0.44\n",
      "[7, 25] -> 0.44\n",
      "[17, 18] -> 0.45\n",
      "[10, 19] -> 0.45\n",
      "[1, 19] -> 0.45\n",
      "[14, 19] -> 0.45\n",
      "[4, 20] -> 0.45\n",
      "[17, 19] -> 0.45\n",
      "[4, 9] -> 0.46\n",
      "[13, 20] -> 0.46\n",
      "[9, 11] -> 0.46\n",
      "[5, 20] -> 0.46\n",
      "[4, 23] -> 0.46\n",
      "[8, 22] -> 0.46\n",
      "[0, 26] -> 0.46\n",
      "[13, 23] -> 0.46\n",
      "[3, 20] -> 0.46\n",
      "[14, 18] -> 0.47\n",
      "[4, 19] -> 0.47\n",
      "[14, 23] -> 0.47\n",
      "[13, 19] -> 0.47\n",
      "[14, 21] -> 0.47\n",
      "[5, 23] -> 0.47\n",
      "[9, 13] -> 0.47\n",
      "[1, 9] -> 0.47\n",
      "[2, 20] -> 0.47\n",
      "[6, 20] -> 0.47\n",
      "[9, 14] -> 0.47\n",
      "[5, 19] -> 0.48\n",
      "[1, 18] -> 0.48\n",
      "[11, 21] -> 0.48\n",
      "[1, 23] -> 0.48\n",
      "[5, 9] -> 0.48\n",
      "[17, 26] -> 0.48\n",
      "[9, 12] -> 0.48\n",
      "[4, 18] -> 0.48\n",
      "[5, 18] -> 0.48\n",
      "[14, 20] -> 0.48\n",
      "[3, 15] -> 0.49\n",
      "[7, 22] -> 0.49\n",
      "[11, 18] -> 0.49\n",
      "[12, 21] -> 0.49\n",
      "[12, 20] -> 0.49\n",
      "[10, 26] -> 0.49\n",
      "[6, 26] -> 0.49\n",
      "[1, 25] -> 0.49\n",
      "[2, 15] -> 0.49\n",
      "[12, 18] -> 0.49\n",
      "[11, 20] -> 0.49\n",
      "[11, 23] -> 0.49\n",
      "[13, 18] -> 0.49\n",
      "[12, 23] -> 0.49\n",
      "[6, 15] -> 0.49\n",
      "[14, 25] -> 0.50\n",
      "[2, 26] -> 0.50\n",
      "[11, 25] -> 0.50\n",
      "[10, 25] -> 0.50\n",
      "[3, 26] -> 0.50\n",
      "[1, 27] -> 0.50\n",
      "[12, 19] -> 0.50\n",
      "[11, 19] -> 0.51\n",
      "[0, 15] -> 0.51\n",
      "[17, 25] -> 0.52\n",
      "[0, 25] -> 0.53\n",
      "[1, 21] -> 0.53\n",
      "[12, 25] -> 0.53\n",
      "[5, 25] -> 0.54\n",
      "[1, 20] -> 0.54\n",
      "[4, 25] -> 0.54\n",
      "[13, 26] -> 0.54\n",
      "[10, 15] -> 0.55\n",
      "[13, 25] -> 0.55\n",
      "[15, 17] -> 0.55\n",
      "[1, 15] -> 0.56\n",
      "[4, 26] -> 0.56\n",
      "[13, 15] -> 0.56\n",
      "[5, 26] -> 0.56\n",
      "[14, 26] -> 0.56\n",
      "[1, 26] -> 0.57\n",
      "[11, 26] -> 0.58\n",
      "[4, 15] -> 0.58\n",
      "[14, 15] -> 0.58\n",
      "[3, 22] -> 0.58\n",
      "[12, 26] -> 0.59\n",
      "[5, 15] -> 0.59\n",
      "[2, 22] -> 0.59\n",
      "[12, 15] -> 0.61\n",
      "[1, 22] -> 0.61\n",
      "[11, 15] -> 0.62\n",
      "[6, 22] -> 0.62\n",
      "[0, 22] -> 0.64\n",
      "[17, 22] -> 0.64\n",
      "[10, 22] -> 0.66\n",
      "[14, 22] -> 0.67\n",
      "[11, 22] -> 0.67\n",
      "[12, 22] -> 0.71\n",
      "[4, 22] -> 0.71\n",
      "[5, 22] -> 0.72\n",
      "[13, 22] -> 0.73\n",
      "[[1.         0.19387686 0.03565529 0.06208112 0.38330162 0.04289321\n",
      "  0.12220151 0.09176903 0.10855395 0.06450977 0.47439423 0.10348672\n",
      "  0.0466162  0.103711   0.08040111 0.26312295 0.43808746 0.29155773\n",
      "  0.06269249 0.60885778 0.45090754 0.44538283 0.0500944  0.14967696\n",
      "  0.61901815 0.13228007 0.35508587 0.05115425]\n",
      " [0.19387686 1.         0.22246598 0.29958809 0.40380773 0.22632925\n",
      "  0.13079166 0.32808833 0.3316601  0.28959063 0.50320411 0.23941075\n",
      "  0.19882081 0.30811845 0.30767083 0.09810368 0.28750664 0.11892685\n",
      "  0.28923858 0.34683586 0.35848792 0.37233743 0.23201589 0.07720349\n",
      "  0.36233839 0.15822525 0.15596906 0.22287188]\n",
      " [0.03565529 0.22246598 1.         0.05453321 0.36108458 0.02953091\n",
      "  0.12471192 0.08328235 0.1114702  0.05990878 0.46364843 0.12276783\n",
      "  0.04881646 0.1085398  0.07517861 0.29325824 0.459613   0.3130153\n",
      "  0.06108718 0.63436145 0.45142683 0.41249953 0.0469913  0.16360316\n",
      "  0.64883058 0.15010732 0.39000929 0.05396006]\n",
      " [0.06208112 0.29958809 0.05453321 1.         0.39253291 0.04190189\n",
      "  0.1516369  0.05047271 0.05881271 0.03641863 0.46897246 0.08227742\n",
      "  0.05006345 0.08188263 0.03487527 0.3333596  0.50338095 0.39049591\n",
      "  0.03502381 0.68280858 0.47114224 0.45616707 0.04205896 0.21773578\n",
      "  0.68810299 0.1964211  0.43161494 0.08121248]\n",
      " [0.38330162 0.40380773 0.36108458 0.39253291 1.         0.38656822\n",
      "  0.39045962 0.38675422 0.31941374 0.44680106 0.11893039 0.3062384\n",
      "  0.40919104 0.41205343 0.4193543  0.40937795 0.42887286 0.36734274\n",
      "  0.39980308 0.50611155 0.21158078 0.19956772 0.3708028  0.31013696\n",
      "  0.51837649 0.31985643 0.4257631  0.35739306]\n",
      " [0.04289321 0.22632925 0.02953091 0.04190189 0.38656822 1.\n",
      "  0.11813845 0.07019843 0.0939583  0.06852796 0.48492815 0.09701633\n",
      "  0.040406   0.0904001  0.05877781 0.29335155 0.47071494 0.33120939\n",
      "  0.06461249 0.65159246 0.4461019  0.43111951 0.04148148 0.1737571\n",
      "  0.64974961 0.18535193 0.39080483 0.07559734]\n",
      " [0.12220151 0.13079166 0.12471192 0.1516369  0.39045962 0.11813845\n",
      "  1.         0.18814688 0.18711576 0.18367983 0.47730581 0.16714285\n",
      "  0.10735188 0.19334415 0.18300201 0.18331355 0.34228343 0.20793733\n",
      "  0.15097708 0.47388568 0.35198256 0.34523037 0.10057858 0.09035531\n",
      "  0.49928543 0.15175665 0.27673891 0.14006695]\n",
      " [0.09176903 0.32808833 0.08328235 0.05047271 0.38675422 0.07019843\n",
      "  0.18814688 1.         0.07025738 0.05666185 0.47581777 0.12702406\n",
      "  0.06352133 0.06017756 0.03959308 0.31709403 0.50197846 0.387712\n",
      "  0.06099872 0.68085171 0.47699732 0.45230197 0.07702505 0.24566622\n",
      "  0.6603192  0.20744382 0.40134514 0.10171011]\n",
      " [0.10855395 0.3316601  0.1114702  0.05881271 0.31941374 0.0939583\n",
      "  0.18711576 0.07025738 1.         0.10962021 0.40860559 0.07076512\n",
      "  0.10558433 0.10333831 0.05359689 0.34384598 0.48162964 0.37137013\n",
      "  0.0928836  0.62646841 0.41620521 0.40068914 0.08846726 0.22167322\n",
      "  0.63916073 0.22854048 0.42604364 0.11556213]\n",
      " [0.06450977 0.28959063 0.05990878 0.03641863 0.44680106 0.06852796\n",
      "  0.18367983 0.05666185 0.10962021 1.         0.53116437 0.13901529\n",
      "  0.05339349 0.06968983 0.0442911  0.30443958 0.50530523 0.39202402\n",
      "  0.03150591 0.69049244 0.52758535 0.50353383 0.05974818 0.23205051\n",
      "  0.68938146 0.17157938 0.40657558 0.09304113]\n",
      " [0.47439423 0.50320411 0.46364843 0.46897246 0.11893039 0.48492815\n",
      "  0.47730581 0.47581777 0.40860559 0.53116437 1.         0.3621396\n",
      "  0.48518979 0.49020141 0.50987316 0.52188533 0.50454038 0.45497644\n",
      "  0.49666602 0.5544454  0.18404974 0.20702726 0.45527757 0.39872585\n",
      "  0.57233977 0.41501249 0.51297809 0.4174421 ]\n",
      " [0.10348672 0.23941075 0.12276783 0.08227742 0.3062384  0.09701633\n",
      "  0.16714285 0.12702406 0.07076512 0.13901529 0.3621396  1.\n",
      "  0.10347936 0.13766016 0.09115515 0.30703476 0.45955413 0.34192536\n",
      "  0.13321525 0.59882391 0.35583692 0.41815018 0.09535641 0.17281283\n",
      "  0.60695031 0.22884514 0.38598854 0.10705124]\n",
      " [0.0466162  0.19882081 0.04881646 0.05006345 0.40919104 0.040406\n",
      "  0.10735188 0.06352133 0.10558433 0.05339349 0.48518979 0.10347936\n",
      "  1.         0.08893023 0.07159229 0.24915472 0.43266337 0.29681701\n",
      "  0.06593069 0.61763382 0.44536732 0.45022264 0.04851245 0.15377266\n",
      "  0.61905629 0.14096595 0.34890782 0.05995298]\n",
      " [0.103711   0.30811845 0.1085398  0.08188263 0.41205343 0.0904001\n",
      "  0.19334415 0.06017756 0.10333831 0.06968983 0.49020141 0.13766016\n",
      "  0.08893023 1.         0.06532531 0.3054505  0.49947014 0.39115539\n",
      "  0.07460637 0.66748361 0.47182075 0.46180039 0.08391146 0.23999348\n",
      "  0.64244817 0.21382184 0.37458453 0.13009433]\n",
      " [0.08040111 0.30767083 0.07517861 0.03487527 0.4193543  0.05877781\n",
      "  0.18300201 0.03959308 0.05359689 0.0442911  0.50987316 0.09115515\n",
      "  0.07159229 0.06532531 1.         0.32070748 0.51686578 0.39784898\n",
      "  0.05626839 0.68251694 0.50259593 0.47984367 0.06767002 0.23328745\n",
      "  0.6919989  0.23356356 0.42876173 0.1068522 ]\n",
      " [0.26312295 0.09810368 0.29325824 0.3333596  0.40937795 0.29335155\n",
      "  0.18331355 0.31709403 0.34384598 0.30443958 0.52188533 0.30703476\n",
      "  0.24915472 0.3054505  0.32070748 1.         0.19571101 0.11951986\n",
      "  0.2993299  0.25623534 0.34667857 0.34046611 0.27620968 0.1239632\n",
      "  0.23650458 0.14198579 0.06020337 0.27723347]\n",
      " [0.43808746 0.28750664 0.459613   0.50338095 0.42887286 0.47071494\n",
      "  0.34228343 0.50197846 0.48162964 0.50530523 0.50454038 0.45955413\n",
      "  0.43266337 0.49947014 0.51686578 0.19571101 1.         0.13913672\n",
      "  0.49783339 0.11779018 0.26420838 0.30183661 0.46901126 0.24167676\n",
      "  0.14074964 0.24102787 0.19295987 0.40010328]\n",
      " [0.29155773 0.11892685 0.3130153  0.39049591 0.36734274 0.33120939\n",
      "  0.20793733 0.387712   0.37137013 0.39202402 0.45497644 0.34192536\n",
      "  0.29681701 0.39115539 0.39784898 0.11951986 0.13913672 1.\n",
      "  0.3773442  0.15434012 0.27374376 0.27952412 0.32687743 0.09148195\n",
      "  0.2108997  0.12530542 0.13611505 0.26153873]\n",
      " [0.06269249 0.28923858 0.06108718 0.03502381 0.39980308 0.06461249\n",
      "  0.15097708 0.06099872 0.0928836  0.03150591 0.49666602 0.13321525\n",
      "  0.06593069 0.07460637 0.05626839 0.2993299  0.49783339 0.3773442\n",
      "  1.         0.67633972 0.49202947 0.46338208 0.03499623 0.20555028\n",
      "  0.67352091 0.16396098 0.3945286  0.09604613]\n",
      " [0.60885778 0.34683586 0.63436145 0.68280858 0.50611155 0.65159246\n",
      "  0.47388568 0.68085171 0.62646841 0.69049244 0.5544454  0.59882391\n",
      "  0.61763382 0.66748361 0.68251694 0.25623534 0.11779018 0.15434012\n",
      "  0.67633972 1.         0.31100104 0.30299226 0.64468117 0.31758686\n",
      "  0.07419823 0.35848905 0.20655458 0.55707651]\n",
      " [0.45090754 0.35848792 0.45142683 0.47114224 0.21158078 0.4461019\n",
      "  0.35198256 0.47699732 0.41620521 0.52758535 0.18404974 0.35583692\n",
      "  0.44536732 0.47182075 0.50259593 0.34667857 0.26420838 0.27374376\n",
      "  0.49202947 0.31100104 1.         0.12599762 0.4334619  0.26294596\n",
      "  0.32946282 0.33182271 0.32925937 0.39434975]\n",
      " [0.44538283 0.37233743 0.41249953 0.45616707 0.19956772 0.43111951\n",
      "  0.34523037 0.45230197 0.40068914 0.50353383 0.20702726 0.41815018\n",
      "  0.45022264 0.46180039 0.47984367 0.34046611 0.30183661 0.27952412\n",
      "  0.46338208 0.30299226 0.12599762 1.         0.42583824 0.28192455\n",
      "  0.34665692 0.32652767 0.32739198 0.3995784 ]\n",
      " [0.0500944  0.23201589 0.0469913  0.04205896 0.3708028  0.04148148\n",
      "  0.10057858 0.07702505 0.08846726 0.05974818 0.45527757 0.09535641\n",
      "  0.04851245 0.08391146 0.06767002 0.27620968 0.46901126 0.32687743\n",
      "  0.03499623 0.64468117 0.4334619  0.42583824 1.         0.14971594\n",
      "  0.65097231 0.1538099  0.37285831 0.07298378]\n",
      " [0.14967696 0.07720349 0.16360316 0.21773578 0.31013696 0.1737571\n",
      "  0.09035531 0.24566622 0.22167322 0.23205051 0.39872585 0.17281283\n",
      "  0.15377266 0.23999348 0.23328745 0.1239632  0.24167676 0.09148195\n",
      "  0.20555028 0.31758686 0.26294596 0.28192455 0.14971594 1.\n",
      "  0.36735711 0.08984242 0.18554097 0.14354176]\n",
      " [0.61901815 0.36233839 0.64883058 0.68810299 0.51837649 0.64974961\n",
      "  0.49928543 0.6603192  0.63916073 0.68938146 0.57233977 0.60695031\n",
      "  0.61905629 0.64244817 0.6919989  0.23650458 0.14074964 0.2108997\n",
      "  0.67352091 0.07419823 0.32946282 0.34665692 0.65097231 0.36735711\n",
      "  1.         0.38518891 0.14342715 0.56735842]\n",
      " [0.13228007 0.15822525 0.15010732 0.1964211  0.31985643 0.18535193\n",
      "  0.15175665 0.20744382 0.22854048 0.17157938 0.41501249 0.22884514\n",
      "  0.14096595 0.21382184 0.23356356 0.14198579 0.24102787 0.12530542\n",
      "  0.16396098 0.35848905 0.33182271 0.32652767 0.1538099  0.08984242\n",
      "  0.38518891 1.         0.19336734 0.12436447]\n",
      " [0.35508587 0.15596906 0.39000929 0.43161494 0.4257631  0.39080483\n",
      "  0.27673891 0.40134514 0.42604364 0.40657558 0.51297809 0.38598854\n",
      "  0.34890782 0.37458453 0.42876173 0.06020337 0.19295987 0.13611505\n",
      "  0.3945286  0.20655458 0.32925937 0.32739198 0.37285831 0.18554097\n",
      "  0.14342715 0.19336734 1.         0.34881103]\n",
      " [0.05115425 0.22287188 0.05396006 0.08121248 0.35739306 0.07559734\n",
      "  0.14006695 0.10171011 0.11556213 0.09304113 0.4174421  0.10705124\n",
      "  0.05995298 0.13009433 0.1068522  0.27723347 0.40010328 0.26153873\n",
      "  0.09604613 0.55707651 0.39434975 0.3995784  0.07298378 0.14354176\n",
      "  0.56735842 0.12436447 0.34881103 1.        ]]\n",
      "Rips complex is of dimension 1 - 406 simplices - 28 vertices.\n",
      "[0] -> 0.00\n",
      "[1] -> 0.00\n",
      "[2] -> 0.00\n",
      "[3] -> 0.00\n",
      "[4] -> 0.00\n",
      "[5] -> 0.00\n",
      "[6] -> 0.00\n",
      "[7] -> 0.00\n",
      "[8] -> 0.00\n",
      "[9] -> 0.00\n",
      "[10] -> 0.00\n",
      "[11] -> 0.00\n",
      "[12] -> 0.00\n",
      "[13] -> 0.00\n",
      "[14] -> 0.00\n",
      "[15] -> 0.00\n",
      "[16] -> 0.00\n",
      "[17] -> 0.00\n",
      "[18] -> 0.00\n",
      "[19] -> 0.00\n",
      "[20] -> 0.00\n",
      "[21] -> 0.00\n",
      "[22] -> 0.00\n",
      "[23] -> 0.00\n",
      "[24] -> 0.00\n",
      "[25] -> 0.00\n",
      "[26] -> 0.00\n",
      "[27] -> 0.00\n",
      "[2, 5] -> 0.03\n",
      "[9, 18] -> 0.03\n",
      "[3, 14] -> 0.03\n",
      "[18, 22] -> 0.03\n",
      "[3, 18] -> 0.04\n",
      "[0, 2] -> 0.04\n",
      "[3, 9] -> 0.04\n",
      "[7, 14] -> 0.04\n",
      "[5, 12] -> 0.04\n",
      "[5, 22] -> 0.04\n",
      "[3, 5] -> 0.04\n",
      "[3, 22] -> 0.04\n",
      "[0, 5] -> 0.04\n",
      "[9, 14] -> 0.04\n",
      "[0, 12] -> 0.05\n",
      "[2, 22] -> 0.05\n",
      "[12, 22] -> 0.05\n",
      "[2, 12] -> 0.05\n",
      "[3, 12] -> 0.05\n",
      "[0, 22] -> 0.05\n",
      "[3, 7] -> 0.05\n",
      "[0, 27] -> 0.05\n",
      "[9, 12] -> 0.05\n",
      "[8, 14] -> 0.05\n",
      "[2, 27] -> 0.05\n",
      "[2, 3] -> 0.05\n",
      "[14, 18] -> 0.06\n",
      "[7, 9] -> 0.06\n",
      "[5, 14] -> 0.06\n",
      "[3, 8] -> 0.06\n",
      "[9, 22] -> 0.06\n",
      "[2, 9] -> 0.06\n",
      "[12, 27] -> 0.06\n",
      "[7, 13] -> 0.06\n",
      "[15, 26] -> 0.06\n",
      "[7, 18] -> 0.06\n",
      "[2, 18] -> 0.06\n",
      "[0, 3] -> 0.06\n",
      "[0, 18] -> 0.06\n",
      "[7, 12] -> 0.06\n",
      "[0, 9] -> 0.06\n",
      "[5, 18] -> 0.06\n",
      "[13, 14] -> 0.07\n",
      "[12, 18] -> 0.07\n",
      "[14, 22] -> 0.07\n",
      "[5, 9] -> 0.07\n",
      "[9, 13] -> 0.07\n",
      "[5, 7] -> 0.07\n",
      "[7, 8] -> 0.07\n",
      "[8, 11] -> 0.07\n",
      "[12, 14] -> 0.07\n",
      "[22, 27] -> 0.07\n",
      "[19, 24] -> 0.07\n",
      "[13, 18] -> 0.07\n",
      "[2, 14] -> 0.08\n",
      "[5, 27] -> 0.08\n",
      "[7, 22] -> 0.08\n",
      "[1, 23] -> 0.08\n",
      "[0, 14] -> 0.08\n",
      "[3, 27] -> 0.08\n",
      "[3, 13] -> 0.08\n",
      "[3, 11] -> 0.08\n",
      "[2, 7] -> 0.08\n",
      "[13, 22] -> 0.08\n",
      "[8, 22] -> 0.09\n",
      "[12, 13] -> 0.09\n",
      "[23, 25] -> 0.09\n",
      "[6, 23] -> 0.09\n",
      "[5, 13] -> 0.09\n",
      "[11, 14] -> 0.09\n",
      "[17, 23] -> 0.09\n",
      "[0, 7] -> 0.09\n",
      "[8, 18] -> 0.09\n",
      "[9, 27] -> 0.09\n",
      "[5, 8] -> 0.09\n",
      "[11, 22] -> 0.10\n",
      "[18, 27] -> 0.10\n",
      "[5, 11] -> 0.10\n",
      "[1, 15] -> 0.10\n",
      "[6, 22] -> 0.10\n",
      "[7, 27] -> 0.10\n",
      "[8, 13] -> 0.10\n",
      "[11, 12] -> 0.10\n",
      "[0, 11] -> 0.10\n",
      "[0, 13] -> 0.10\n",
      "[8, 12] -> 0.11\n",
      "[14, 27] -> 0.11\n",
      "[11, 27] -> 0.11\n",
      "[6, 12] -> 0.11\n",
      "[2, 13] -> 0.11\n",
      "[0, 8] -> 0.11\n",
      "[8, 9] -> 0.11\n",
      "[2, 8] -> 0.11\n",
      "[8, 27] -> 0.12\n",
      "[16, 19] -> 0.12\n",
      "[5, 6] -> 0.12\n",
      "[1, 17] -> 0.12\n",
      "[4, 10] -> 0.12\n",
      "[15, 17] -> 0.12\n",
      "[0, 6] -> 0.12\n",
      "[2, 11] -> 0.12\n",
      "[15, 23] -> 0.12\n",
      "[25, 27] -> 0.12\n",
      "[2, 6] -> 0.12\n",
      "[17, 25] -> 0.13\n",
      "[20, 21] -> 0.13\n",
      "[7, 11] -> 0.13\n",
      "[13, 27] -> 0.13\n",
      "[1, 6] -> 0.13\n",
      "[0, 25] -> 0.13\n",
      "[11, 18] -> 0.13\n",
      "[17, 26] -> 0.14\n",
      "[11, 13] -> 0.14\n",
      "[9, 11] -> 0.14\n",
      "[16, 17] -> 0.14\n",
      "[6, 27] -> 0.14\n",
      "[16, 24] -> 0.14\n",
      "[12, 25] -> 0.14\n",
      "[15, 25] -> 0.14\n",
      "[24, 26] -> 0.14\n",
      "[23, 27] -> 0.14\n",
      "[0, 23] -> 0.15\n",
      "[22, 23] -> 0.15\n",
      "[2, 25] -> 0.15\n",
      "[6, 18] -> 0.15\n",
      "[3, 6] -> 0.15\n",
      "[6, 25] -> 0.15\n",
      "[12, 23] -> 0.15\n",
      "[22, 25] -> 0.15\n",
      "[17, 19] -> 0.15\n",
      "[1, 26] -> 0.16\n",
      "[1, 25] -> 0.16\n",
      "[2, 23] -> 0.16\n",
      "[18, 25] -> 0.16\n",
      "[6, 11] -> 0.17\n",
      "[9, 25] -> 0.17\n",
      "[11, 23] -> 0.17\n",
      "[5, 23] -> 0.17\n",
      "[6, 14] -> 0.18\n",
      "[6, 15] -> 0.18\n",
      "[6, 9] -> 0.18\n",
      "[10, 20] -> 0.18\n",
      "[5, 25] -> 0.19\n",
      "[23, 26] -> 0.19\n",
      "[6, 8] -> 0.19\n",
      "[6, 7] -> 0.19\n",
      "[16, 26] -> 0.19\n",
      "[6, 13] -> 0.19\n",
      "[25, 26] -> 0.19\n",
      "[0, 1] -> 0.19\n",
      "[15, 16] -> 0.20\n",
      "[3, 25] -> 0.20\n",
      "[1, 12] -> 0.20\n",
      "[4, 21] -> 0.20\n",
      "[18, 23] -> 0.21\n",
      "[19, 26] -> 0.21\n",
      "[10, 21] -> 0.21\n",
      "[7, 25] -> 0.21\n",
      "[6, 17] -> 0.21\n",
      "[17, 24] -> 0.21\n",
      "[4, 20] -> 0.21\n",
      "[13, 25] -> 0.21\n",
      "[3, 23] -> 0.22\n",
      "[8, 23] -> 0.22\n",
      "[1, 2] -> 0.22\n",
      "[1, 27] -> 0.22\n",
      "[1, 5] -> 0.23\n",
      "[8, 25] -> 0.23\n",
      "[11, 25] -> 0.23\n",
      "[1, 22] -> 0.23\n",
      "[9, 23] -> 0.23\n",
      "[14, 23] -> 0.23\n",
      "[14, 25] -> 0.23\n",
      "[15, 24] -> 0.24\n",
      "[1, 11] -> 0.24\n",
      "[13, 23] -> 0.24\n",
      "[16, 25] -> 0.24\n",
      "[16, 23] -> 0.24\n",
      "[7, 23] -> 0.25\n",
      "[12, 15] -> 0.25\n",
      "[15, 19] -> 0.26\n",
      "[17, 27] -> 0.26\n",
      "[20, 23] -> 0.26\n",
      "[0, 15] -> 0.26\n",
      "[16, 20] -> 0.26\n",
      "[17, 20] -> 0.27\n",
      "[15, 22] -> 0.28\n",
      "[6, 26] -> 0.28\n",
      "[15, 27] -> 0.28\n",
      "[17, 21] -> 0.28\n",
      "[21, 23] -> 0.28\n",
      "[1, 16] -> 0.29\n",
      "[1, 18] -> 0.29\n",
      "[1, 9] -> 0.29\n",
      "[0, 17] -> 0.29\n",
      "[2, 15] -> 0.29\n",
      "[5, 15] -> 0.29\n",
      "[12, 17] -> 0.30\n",
      "[15, 18] -> 0.30\n",
      "[1, 3] -> 0.30\n",
      "[16, 21] -> 0.30\n",
      "[19, 21] -> 0.30\n",
      "[9, 15] -> 0.30\n",
      "[13, 15] -> 0.31\n",
      "[4, 11] -> 0.31\n",
      "[11, 15] -> 0.31\n",
      "[1, 14] -> 0.31\n",
      "[1, 13] -> 0.31\n",
      "[4, 23] -> 0.31\n",
      "[19, 20] -> 0.31\n",
      "[2, 17] -> 0.31\n",
      "[7, 15] -> 0.32\n",
      "[19, 23] -> 0.32\n",
      "[4, 8] -> 0.32\n",
      "[4, 25] -> 0.32\n",
      "[14, 15] -> 0.32\n",
      "[21, 25] -> 0.33\n",
      "[17, 22] -> 0.33\n",
      "[21, 26] -> 0.33\n",
      "[1, 7] -> 0.33\n",
      "[20, 26] -> 0.33\n",
      "[20, 24] -> 0.33\n",
      "[5, 17] -> 0.33\n",
      "[1, 8] -> 0.33\n",
      "[20, 25] -> 0.33\n",
      "[3, 15] -> 0.33\n",
      "[15, 21] -> 0.34\n",
      "[11, 17] -> 0.34\n",
      "[6, 16] -> 0.34\n",
      "[8, 15] -> 0.34\n",
      "[6, 21] -> 0.35\n",
      "[21, 24] -> 0.35\n",
      "[15, 20] -> 0.35\n",
      "[1, 19] -> 0.35\n",
      "[26, 27] -> 0.35\n",
      "[12, 26] -> 0.35\n",
      "[6, 20] -> 0.35\n",
      "[0, 26] -> 0.36\n",
      "[11, 20] -> 0.36\n",
      "[4, 27] -> 0.36\n",
      "[1, 20] -> 0.36\n",
      "[19, 25] -> 0.36\n",
      "[2, 4] -> 0.36\n",
      "[10, 11] -> 0.36\n",
      "[1, 24] -> 0.36\n",
      "[4, 17] -> 0.37\n",
      "[23, 24] -> 0.37\n",
      "[4, 22] -> 0.37\n",
      "[8, 17] -> 0.37\n",
      "[1, 21] -> 0.37\n",
      "[22, 26] -> 0.37\n",
      "[13, 26] -> 0.37\n",
      "[17, 18] -> 0.38\n",
      "[0, 4] -> 0.38\n",
      "[24, 25] -> 0.39\n",
      "[11, 26] -> 0.39\n",
      "[4, 5] -> 0.39\n",
      "[4, 7] -> 0.39\n",
      "[7, 17] -> 0.39\n",
      "[2, 26] -> 0.39\n",
      "[4, 6] -> 0.39\n",
      "[3, 17] -> 0.39\n",
      "[5, 26] -> 0.39\n",
      "[13, 17] -> 0.39\n",
      "[9, 17] -> 0.39\n",
      "[3, 4] -> 0.39\n",
      "[20, 27] -> 0.39\n",
      "[18, 26] -> 0.39\n",
      "[14, 17] -> 0.40\n",
      "[10, 23] -> 0.40\n",
      "[21, 27] -> 0.40\n",
      "[4, 18] -> 0.40\n",
      "[16, 27] -> 0.40\n",
      "[8, 21] -> 0.40\n",
      "[7, 26] -> 0.40\n",
      "[1, 4] -> 0.40\n",
      "[9, 26] -> 0.41\n",
      "[8, 10] -> 0.41\n",
      "[4, 12] -> 0.41\n",
      "[4, 15] -> 0.41\n",
      "[4, 13] -> 0.41\n",
      "[2, 21] -> 0.41\n",
      "[10, 25] -> 0.42\n",
      "[8, 20] -> 0.42\n",
      "[10, 27] -> 0.42\n",
      "[11, 21] -> 0.42\n",
      "[4, 14] -> 0.42\n",
      "[4, 26] -> 0.43\n",
      "[21, 22] -> 0.43\n",
      "[8, 26] -> 0.43\n",
      "[14, 26] -> 0.43\n",
      "[4, 16] -> 0.43\n",
      "[5, 21] -> 0.43\n",
      "[3, 26] -> 0.43\n",
      "[12, 16] -> 0.43\n",
      "[20, 22] -> 0.43\n",
      "[0, 16] -> 0.44\n",
      "[12, 20] -> 0.45\n",
      "[0, 21] -> 0.45\n",
      "[5, 20] -> 0.45\n",
      "[4, 9] -> 0.45\n",
      "[12, 21] -> 0.45\n",
      "[0, 20] -> 0.45\n",
      "[2, 20] -> 0.45\n",
      "[7, 21] -> 0.45\n",
      "[10, 17] -> 0.45\n",
      "[10, 22] -> 0.46\n",
      "[3, 21] -> 0.46\n",
      "[11, 16] -> 0.46\n",
      "[2, 16] -> 0.46\n",
      "[13, 21] -> 0.46\n",
      "[18, 21] -> 0.46\n",
      "[2, 10] -> 0.46\n",
      "[3, 10] -> 0.47\n",
      "[16, 22] -> 0.47\n",
      "[5, 16] -> 0.47\n",
      "[3, 20] -> 0.47\n",
      "[13, 20] -> 0.47\n",
      "[6, 19] -> 0.47\n",
      "[0, 10] -> 0.47\n",
      "[7, 10] -> 0.48\n",
      "[7, 20] -> 0.48\n",
      "[6, 10] -> 0.48\n",
      "[14, 21] -> 0.48\n",
      "[8, 16] -> 0.48\n",
      "[5, 10] -> 0.48\n",
      "[10, 12] -> 0.49\n",
      "[10, 13] -> 0.49\n",
      "[18, 20] -> 0.49\n",
      "[10, 18] -> 0.50\n",
      "[16, 18] -> 0.50\n",
      "[6, 24] -> 0.50\n",
      "[13, 16] -> 0.50\n",
      "[7, 16] -> 0.50\n",
      "[14, 20] -> 0.50\n",
      "[1, 10] -> 0.50\n",
      "[3, 16] -> 0.50\n",
      "[9, 21] -> 0.50\n",
      "[10, 16] -> 0.50\n",
      "[9, 16] -> 0.51\n",
      "[4, 19] -> 0.51\n",
      "[10, 14] -> 0.51\n",
      "[10, 26] -> 0.51\n",
      "[14, 16] -> 0.52\n",
      "[4, 24] -> 0.52\n",
      "[10, 15] -> 0.52\n",
      "[9, 20] -> 0.53\n",
      "[9, 10] -> 0.53\n",
      "[10, 19] -> 0.55\n",
      "[19, 27] -> 0.56\n",
      "[24, 27] -> 0.57\n",
      "[10, 24] -> 0.57\n",
      "[11, 19] -> 0.60\n",
      "[11, 24] -> 0.61\n",
      "[0, 19] -> 0.61\n",
      "[12, 19] -> 0.62\n",
      "[0, 24] -> 0.62\n",
      "[12, 24] -> 0.62\n",
      "[8, 19] -> 0.63\n",
      "[2, 19] -> 0.63\n",
      "[8, 24] -> 0.64\n",
      "[13, 24] -> 0.64\n",
      "[19, 22] -> 0.64\n",
      "[2, 24] -> 0.65\n",
      "[5, 24] -> 0.65\n",
      "[22, 24] -> 0.65\n",
      "[5, 19] -> 0.65\n",
      "[7, 24] -> 0.66\n",
      "[13, 19] -> 0.67\n",
      "[18, 24] -> 0.67\n",
      "[18, 19] -> 0.68\n",
      "[7, 19] -> 0.68\n",
      "[14, 19] -> 0.68\n",
      "[3, 19] -> 0.68\n",
      "[3, 24] -> 0.69\n",
      "[9, 24] -> 0.69\n",
      "[9, 19] -> 0.69\n",
      "[14, 24] -> 0.69\n"
     ]
    }
   ],
   "source": [
    "for corr in corr_set:\n",
    "    print(1 - corr.reshape(-1, 2 * client_max) - corr.reshape(-1, 2 * client_max).T)\n",
    "\n",
    "    data = 1 - corr.reshape(-1, 2 * client_max) - corr.reshape(-1, 2 * client_max).T\n",
    "    rips_complex = gd.RipsComplex(distance_matrix=data,max_edge_length=1)\n",
    "    simplex_tree = rips_complex.create_simplex_tree(max_dimension=1)\n",
    "    result_str = 'Rips complex is of dimension ' + repr(simplex_tree.dimension()) + ' - ' + \\\n",
    "        repr(simplex_tree.num_simplices()) + ' simplices - ' + \\\n",
    "        repr(simplex_tree.num_vertices()) + ' vertices.'\n",
    "    print(result_str)\n",
    "    fmt = '%s -> %.2f'\n",
    "    for filtered_value in simplex_tree.get_filtration():\n",
    "        print(fmt % tuple(filtered_value))\n"
   ]
  }
 ],
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