graoh-tool-testing.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_143795/689092314.py:5: DeprecationWarning: \n",
      "Pyarrow will become a required dependency of pandas in the next major release of pandas (pandas 3.0),\n",
      "(to allow more performant data types, such as the Arrow string type, and better interoperability with other libraries)\n",
      "but was not found to be installed on your system.\n",
      "If this would cause problems for you,\n",
      "please provide us feedback at https://github.com/pandas-dev/pandas/issues/54466\n",
      "        \n",
      "  import pandas as pd\n"
     ]
    }
   ],
   "source": [
    "import graph_tool.all as gt\n",
    "import networkx as nx\n",
    "import pyintergraph\n",
    "import pickle\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_143795/4266735798.py:1: DtypeWarning: Columns (12,16,25,27,29) have mixed types. Specify dtype option on import or set low_memory=False.\n",
      "  edge_import = pd.read_csv('graph_edges_test.csv')\n"
     ]
    }
   ],
   "source": [
    "edge_import = pd.read_csv('graph_edges_test.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<VertexPropertyMap object with value type 'string', for Graph 0x7f64117ee8a0, at 0x7f64117b0bf0>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#list of tuples; u,v,length, lts\n",
    "\n",
    "edge_list = []\n",
    "\n",
    "for i,e in edge_import.iterrows():\n",
    "    edge_list.append(tuple([str(e['u']),str(e['v']),e['length'],e['LTS']]))\n",
    "    \n",
    "g = gt.Graph()\n",
    "\n",
    "elength = g.new_ep(\"float\")\n",
    "elts = g.new_ep(\"int\")\n",
    "\n",
    "g.add_edge_list(edge_list, hashed = True,eprops=[elength, elts])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "vp, ep = gt.betweenness(g,weight=elength)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<EdgePropertyMap object with value type 'int32_t', for Graph 0x7f892e272ed0, at 0x7f891c4e9580>\n"
     ]
    }
   ],
   "source": [
    "print(elts)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0011665511665511666\n",
      "0.003506150381150381\n",
      "0.0017487439362439362\n",
      "0.0175755082005082\n",
      "0.004648879648879649\n",
      "0.02055541118041118\n",
      "0.012839642527142528\n",
      "0.018229527604527604\n",
      "0.004649962462462463\n",
      "0.004070296257796258\n",
      "0.004669092169092169\n",
      "0.006380298567798568\n",
      "0.01987865269115269\n",
      "0.025761578886578887\n",
      "0.027694401131901133\n",
      "0.02886564449064449\n",
      "0.00233021483021483\n",
      "0.025485461422961424\n",
      "0.02841663779163779\n",
      "0.028140881265881268\n",
      "0.02932150900900901\n",
      "0.02859421921921922\n",
      "0.029786036036036037\n",
      "0.05313005313005313\n",
      "0.06100607819357819\n",
      "0.022368762993762996\n",
      "0.005803880803880804\n",
      "0.04716519404019404\n",
      "0.040804747054747056\n",
      "0.005226741164241164\n",
      "0.005829146454146454\n",
      "0.047626833564333566\n",
      "0.04495372776622777\n",
      "0.04298842111342111\n",
      "0.04053332178332179\n",
      "0.049013917763917766\n",
      "0.04541284072534073\n",
      "0.0011665511665511666\n",
      "0.05312752656502657\n",
      "0.04679234522984523\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.04271446927696928\n",
      "0.04026406213906214\n",
      "0.029372762185262184\n",
      "0.031737987987987985\n",
      "0.02909195252945253\n",
      "0.03145284707784708\n",
      "0.02965537653037653\n",
      "0.03202276796026796\n",
      "0.02881547412797413\n",
      "0.03116951085701086\n",
      "0.028543326980826983\n",
      "0.03089050589050589\n",
      "0.017219262531762532\n",
      "0.02148013398013398\n",
      "0.030284491221991224\n",
      "0.01735425329175329\n",
      "0.016680382305382307\n",
      "0.0017487439362439362\n",
      "0.02140072765072765\n",
      "0.023405015592515593\n",
      "0.028222092284592284\n",
      "0.030305425617925617\n",
      "0.0005836365211365211\n",
      "0.0168128465003465\n",
      "0.01560478747978748\n",
      "0.0005836365211365211\n",
      "0.015732198544698546\n",
      "0.015068794756294756\n",
      "0.0005861630861630862\n",
      "0.014118806306306306\n",
      "0.008613782051282052\n",
      "0.005226741164241164\n",
      "0.014655881843381844\n",
      "0.013998974936474937\n",
      "0.008708347770847771\n",
      "0.008072014322014322\n",
      "0.004648879648879649\n",
      "0.00524948024948025\n",
      "0.015193679256179256\n",
      "0.014533523908523908\n",
      "0.008164053476553476\n",
      "0.006996419496419497\n",
      "0.0005836365211365211\n",
      "0.007083405520905521\n",
      "0.006466201778701779\n",
      "0.0005861630861630862\n",
      "0.006550661238161238\n",
      "0.006453208015708016\n",
      "0.006535140910140911\n",
      "0.0060828857703857705\n",
      "0.009823645761145762\n",
      "0.0005836365211365211\n",
      "0.0060864951489951495\n",
      "0.006116813929313929\n",
      "0.009866597366597367\n",
      "0.007530968468468469\n",
      "0.0017487439362439362\n",
      "0.0005861630861630862\n",
      "0.007563813813813814\n",
      "0.005803880803880804\n",
      "0.0011665511665511666\n",
      "0.005829146454146454\n",
      "0.005226741164241164\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.025228834603834606\n",
      "0.044565358627858626\n",
      "0.005226741164241164\n",
      "0.025521194271194272\n",
      "0.044542980480480485\n",
      "0.025248686186186187\n",
      "0.04463790713790714\n",
      "0.0011665511665511666\n",
      "0.027139278701778704\n",
      "0.046239749364749366\n",
      "0.02786692942942943\n",
      "0.04638268075768076\n",
      "0.0005836365211365211\n",
      "0.026993820743820743\n",
      "0.045668023793023794\n",
      "0.0017487439362439362\n",
      "0.028232198544698547\n",
      "0.047105278355278356\n",
      "0.02969760626010626\n",
      "0.04746802090552091\n",
      "0.0017487439362439362\n",
      "0.04314759471009471\n",
      "0.05221543659043659\n",
      "0.01493993993993994\n",
      "0.08115759990759991\n",
      "0.06228235446985447\n",
      "0.033012459574959574\n",
      "0.05184078309078309\n",
      "0.014374350311850312\n",
      "0.015005630630630632\n",
      "0.10375628031878033\n",
      "0.034749292561792565\n",
      "0.10381655694155695\n",
      "0.034783942596442595\n",
      "0.10371910371910373\n",
      "0.053221731346731346\n",
      "0.09016336047586047\n",
      "0.06374054342804343\n",
      "0.09021894490644491\n",
      "0.06375317625317625\n",
      "0.09014820108570108\n",
      "0.03484169265419265\n",
      "0.044206225456225455\n",
      "0.09270508489258489\n",
      "0.06380623411873412\n",
      "0.05047499422499423\n",
      "0.091380082005082\n",
      "0.05748476842226842\n",
      "0.04522695772695773\n",
      "0.05928007334257335\n",
      "0.05024507680757681\n",
      "0.0011665511665511666\n",
      "0.07996072996072996\n",
      "0.084624768999769\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.01430902055902056\n",
      "0.09124112092862093\n",
      "0.08373361342111342\n",
      "0.009532368907368907\n",
      "0.08084430584430585\n",
      "0.10174874393624393\n",
      "0.014446176946176947\n",
      "0.04380702818202818\n",
      "0.04023374335874336\n",
      "0.009997256872256872\n",
      "0.06985807923307924\n",
      "0.05516538172788173\n",
      "0.04183486370986371\n",
      "0.05397970085470086\n",
      "0.0017487439362439362\n",
      "0.0345074641949642\n",
      "0.04052285458535459\n",
      "0.007097843035343035\n",
      "0.0348030723030723\n",
      "0.051017122892122894\n",
      "0.008105220605220606\n",
      "0.010457813582813584\n",
      "0.03233786671286672\n",
      "0.041598088473088476\n",
      "0.00233021483021483\n",
      "0.04085960960960961\n",
      "0.05150366712866713\n",
      "0.03134673134673135\n",
      "0.038622516747516746\n",
      "0.030353430353430355\n",
      "0.03812406156156156\n",
      "0.0005836365211365211\n",
      "0.03184265996765997\n",
      "0.03912025005775006\n",
      "0.029862554862554864\n",
      "0.037125707438207436\n",
      "0.02887936012936013\n",
      "0.036632305382305386\n",
      "0.0005836365211365211\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0017487439362439362\n",
      "0.0017487439362439362\n",
      "0.004087982212982213\n",
      "0.0005861630861630862\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0011665511665511666\n",
      "0.0023403210903210903\n",
      "0.0017487439362439362\n",
      "0.0029235966735966738\n",
      "0.00233021483021483\n",
      "0.02423048048048048\n",
      "0.0230227823977824\n",
      "0.0029109638484638486\n",
      "0.022182879995379996\n",
      "0.020721803534303536\n",
      "0.02185334372834373\n",
      "0.020379634442134444\n",
      "0.02252252252252252\n",
      "0.021224589974589977\n",
      "0.021531387156387156\n",
      "0.02004757161007161\n",
      "0.021243719681219683\n",
      "0.019723088473088474\n",
      "0.016754374566874567\n",
      "0.019432894432894435\n",
      "0.009823645761145762\n",
      "0.004340638715638716\n",
      "0.015425762300762301\n",
      "0.014898071148071148\n",
      "0.004608454608454608\n",
      "0.024516704204204206\n",
      "0.02373996592746593\n",
      "0.015170218295218295\n",
      "0.013299116424116424\n",
      "0.0029109638484638486\n",
      "0.014825883575883577\n",
      "0.013041045853545853\n",
      "0.0029235966735966738\n",
      "0.0011665511665511666\n",
      "0.0011665511665511666\n",
      "0.014832380457380457\n",
      "0.012681551744051745\n",
      "0.0005836365211365211\n",
      "0.014857646107646108\n",
      "0.01268552206052206\n",
      "0.014869917994917995\n",
      "0.012705734580734582\n",
      "0.00576237294987295\n",
      "0.01326446638946639\n",
      "0.012715479902979903\n",
      "0.009930844305844306\n",
      "0.00838458650958651\n",
      "0.009452962577962578\n",
      "0.007904900092400092\n",
      "0.0029109638484638486\n",
      "0.010408004158004159\n",
      "0.011256208131208131\n",
      "0.007418355855855856\n",
      "0.007424491799491799\n",
      "0.004087982212982213\n",
      "0.007477910602910603\n",
      "0.0005836365211365211\n",
      "0.009483281358281359\n",
      "0.007582221644721645\n",
      "0.009527315777315777\n",
      "0.0005861630861630862\n",
      "0.007428823053823054\n",
      "0.009475340725340725\n",
      "0.009629100254100255\n",
      "0.008096558096558097\n",
      "0.00233021483021483\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0011665511665511666\n",
      "0.0023403210903210903\n",
      "0.0005836365211365211\n",
      "0.07979686417186417\n",
      "0.0827334546084546\n",
      "0.08005529568029568\n",
      "0.08298538923538924\n",
      "0.07954240297990298\n",
      "0.0824854902979903\n",
      "0.0436059857934858\n",
      "0.04614698833448833\n",
      "0.04382868445368446\n",
      "0.046324208824208825\n",
      "0.04342623873873874\n",
      "0.04613291175791176\n",
      "0.003506150381150381\n",
      "0.0029109638484638486\n",
      "0.004087982212982213\n",
      "0.003490990990990991\n",
      "0.0017487439362439362\n",
      "0.0029235966735966738\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0011665511665511666\n",
      "0.0023403210903210903\n",
      "0.0017487439362439362\n",
      "0.0029235966735966738\n",
      "0.00233021483021483\n",
      "0.003506150381150381\n",
      "0.0029109638484638486\n",
      "0.0008933212058212059\n",
      "0.003490990990990991\n",
      "0.00433161526911527\n",
      "0.0005417677292677293\n",
      "0.0010723463848463849\n",
      "0.0007182663432663433\n",
      "0.01294720200970201\n",
      "0.0011665511665511666\n",
      "0.006595778470778471\n",
      "0.006582784707784708\n",
      "0.013231621044121044\n",
      "0.0017487439362439362\n",
      "0.006940835065835066\n",
      "0.013216100716100717\n",
      "0.007037205474705475\n",
      "0.013564044814044815\n",
      "0.006635120697620698\n",
      "0.008708347770847771\n",
      "0.013657888657888658\n",
      "0.006060146685146686\n",
      "0.0069397522522522525\n",
      "0.0031914125664125664\n",
      "0.015021872834372835\n",
      "0.010310550935550935\n",
      "0.016883229383229385\n",
      "0.010629980942480943\n",
      "0.017200132825132827\n",
      "0.010949050011550011\n",
      "0.01751667532917533\n",
      "0.011272089397089397\n",
      "0.01783718814968815\n",
      "0.011696552321552322\n",
      "0.01193152286902287\n",
      "0.0023623382998383\n",
      "0.018259124509124508\n",
      "0.0005836365211365211\n",
      "0.004669092169092169\n",
      "0.003490990990990991\n",
      "0.0005861630861630862\n",
      "0.004648879648879649\n",
      "0.033448111573111575\n",
      "0.003506150381150381\n",
      "0.0029109638484638486\n",
      "0.03897659678909679\n",
      "0.03302292677292677\n",
      "0.032530246592746594\n",
      "0.03990204146454147\n",
      "0.039466750404250406\n",
      "0.03402489027489027\n",
      "0.0005836365211365211\n",
      "0.04046366077616078\n",
      "0.03602159852159852\n",
      "0.0017487439362439362\n",
      "0.0005861630861630862\n",
      "0.045443159505659504\n",
      "0.03152503465003465\n",
      "0.014019187456687458\n",
      "0.04082243300993301\n",
      "0.031220764033264035\n",
      "0.04574490355740356\n",
      "0.03184121621621622\n",
      "0.08212455243705244\n",
      "0.04605855855855856\n",
      "0.008951980826980828\n",
      "0.08206824613074613\n",
      "0.008893147955647955\n",
      "0.08215703684453685\n",
      "0.06973463848463848\n",
      "0.06973716504966505\n",
      "0.06973969161469161\n",
      "0.10734797297297298\n",
      "0.07146353083853084\n",
      "0.05610057172557173\n",
      "0.07165771540771541\n",
      "0.056268407830907835\n",
      "0.07129316816816816\n",
      "0.05341086278586279\n",
      "0.008933933933933933\n",
      "0.12255067567567568\n",
      "0.05646006583506584\n",
      "0.12255320224070225\n",
      "0.053224257911757916\n",
      "0.12217890967890968\n",
      "0.006980177292677293\n",
      "0.12218143624393625\n",
      "0.006595778470778471\n",
      "0.006412782975282976\n",
      "0.03760322822822823\n",
      "0.03760575479325479\n",
      "0.12218648937398938\n",
      "0.12218901593901595\n",
      "0.12255825537075538\n",
      "0.12256078193578193\n",
      "0.015628609378609378\n",
      "0.0375981750981751\n",
      "0.015631135943635945\n",
      "0.03760070166320167\n",
      "0.10735049953799954\n",
      "0.008979412104412105\n",
      "0.10027720027720027\n",
      "0.10027972684222684\n",
      "0.08116012647262648\n",
      "0.02708946927696928\n",
      "0.027091995841995842\n",
      "0.06972705878955879\n",
      "0.011440647378147378\n",
      "0.06972958535458536\n",
      "0.011443173943173943\n",
      "0.06973211191961193\n",
      "0.015633662508662508\n",
      "0.015636189073689074\n",
      "0.01563871563871564\n",
      "0.08304927523677524\n",
      "0.08590212808962809\n",
      "0.08621000808500809\n",
      "0.05596485908985909\n",
      "0.08102080445830447\n",
      "0.08273886867636868\n",
      "0.08469803938553938\n",
      "0.0017487439362439362\n",
      "0.0005861630861630862\n",
      "0.004669092169092169\n",
      "0.004070296257796258\n",
      "0.08061727592977593\n",
      "0.08350441787941788\n",
      "0.08152467371217371\n",
      "0.0837982212982213\n",
      "0.0011665511665511666\n",
      "0.08032094594594595\n",
      "0.08324129417879418\n",
      "0.0434096355971356\n",
      "0.04624299780549781\n",
      "0.06675004331254332\n",
      "0.10039450508200508\n",
      "0.06527525121275121\n",
      "0.0663923538923539\n",
      "0.10039703164703165\n",
      "0.07929191210441211\n",
      "0.10359818953568954\n",
      "0.1036007161007161\n",
      "0.004648879648879649\n",
      "0.10185919092169092\n",
      "0.10186171748671749\n",
      "0.10182887214137214\n",
      "0.044357097482097485\n",
      "0.10183139870639871\n",
      "0.04257767382767383\n",
      "0.043896540771540773\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0017487439362439362\n",
      "0.0029235966735966738\n",
      "0.0005836365211365211\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.031328323515823514\n",
      "0.03141350485100485\n",
      "0.03120127338877339\n",
      "0.031179978054978057\n",
      "0.03155932374682375\n",
      "0.03164991914991915\n",
      "0.02498339685839686\n",
      "0.007373960498960499\n",
      "0.031050401362901364\n",
      "0.02486031704781705\n",
      "0.024666132478632478\n",
      "0.0068433818433818435\n",
      "0.007537826287826288\n",
      "0.0057360244860244864\n",
      "0.005613666551166551\n",
      "0.005584791522291522\n",
      "0.005813987063987064\n",
      "0.024839021714021716\n",
      "0.024540526103026105\n",
      "0.023682937745437747\n",
      "0.024063005313005315\n",
      "0.024003450565950567\n",
      "0.032058861746361744\n",
      "0.016840638715638716\n",
      "0.031900770963270965\n",
      "0.03333225051975052\n",
      "0.01550516863016863\n",
      "0.016311503811503814\n",
      "0.0016216938091938092\n",
      "0.0005836365211365211\n",
      "0.03178454897204897\n",
      "0.03301751270501271\n",
      "0.0005861630861630862\n",
      "0.030531011781011783\n",
      "0.03304783148533148\n",
      "0.046634976322476325\n",
      "0.03174917706167706\n",
      "0.03317163317163317\n",
      "0.00233021483021483\n",
      "0.026511607761607763\n",
      "0.027248642873642873\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.026013513513513515\n",
      "0.024731101293601294\n",
      "0.029016516516516516\n",
      "0.02775359494109494\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.017563236313236315\n",
      "0.03179321148071148\n",
      "0.01443210036960037\n",
      "0.01755854412104412\n",
      "0.05098680411180411\n",
      "0.06944949757449757\n",
      "0.014577558327558329\n",
      "0.01458910833910834\n",
      "0.03028846153846154\n",
      "0.06774623180873181\n",
      "0.04282780376530377\n",
      "0.02978387040887041\n",
      "0.028388123700623703\n",
      "0.0422990297990298\n",
      "0.043022349272349276\n",
      "0.038042850542850545\n",
      "0.0387517325017325\n",
      "0.037507579695079694\n",
      "0.038214656964656965\n",
      "0.03857739951489952\n",
      "0.03928808616308616\n",
      "0.03697158697158697\n",
      "0.03767685955185955\n",
      "0.017195079695079697\n",
      "0.01783538346038346\n",
      "0.0011665511665511666\n",
      "0.015504807692307693\n",
      "0.017270876645876645\n",
      "0.017757059944559946\n",
      "0.0183991683991684\n",
      "0.01493993993993994\n",
      "0.015573024948024948\n",
      "0.01324100542850543\n",
      "0.0011665511665511666\n",
      "0.015005630630630632\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.010342674405174406\n",
      "0.008427899052899052\n",
      "0.010230783668283668\n",
      "0.008313481750981752\n",
      "0.010454565142065142\n",
      "0.00854664760914761\n",
      "0.01013080388080388\n",
      "0.00819906444906445\n",
      "0.005010178447678448\n",
      "0.016952529452529452\n",
      "0.029165222915222916\n",
      "0.004598709286209287\n",
      "0.005211942711942712\n",
      "7.543601293601294e-05\n",
      "0.016550444675444677\n",
      "0.02348009066759067\n",
      "7.543601293601294e-05\n",
      "0.022433370870870873\n",
      "0.029663317163317163\n",
      "0.004134904134904135\n",
      "0.004797946985446985\n",
      "0.02491770616770617\n",
      "0.004070296257796258\n",
      "0.03564405751905752\n",
      "0.024419250981750983\n",
      "0.03166219103719104\n",
      "0.023922239547239547\n",
      "0.031161209286209288\n",
      "0.023425228112728114\n",
      "0.03066167128667129\n",
      "0.022928938553938554\n",
      "0.030162133287133287\n",
      "0.009587953337953339\n",
      "0.023075479325479327\n",
      "0.008105220605220606\n",
      "0.009125231000231\n",
      "0.016075089512589513\n",
      "0.007530968468468469\n",
      "0.008140592515592515\n",
      "0.008662147724647724\n",
      "0.01560984060984061\n",
      "0.008202673827673828\n",
      "0.01514423076923077\n",
      "0.007751501501501502\n",
      "0.014682230307230308\n",
      "0.007306104181104181\n",
      "0.014228531416031417\n",
      "0.006955633518133518\n",
      "0.01378060753060753\n",
      "0.006480278355278355\n",
      "0.013076056826056826\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0011665511665511666\n",
      "0.004070296257796258\n",
      "0.004669092169092169\n",
      "0.00233021483021483\n",
      "0.0011665511665511666\n",
      "0.004087982212982213\n",
      "0.0008788836913836914\n",
      "0.004648879648879649\n",
      "0.006362251674751675\n",
      "0.0023403210903210903\n",
      "0.0017487439362439362\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0011665511665511666\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.008326836451836453\n",
      "0.01612778644028644\n",
      "0.012340826403326404\n",
      "0.00027214714714714715\n",
      "0.008363652113652115\n",
      "0.0029109638484638486\n",
      "0.004648879648879649\n",
      "0.016487641487641487\n",
      "0.015988464425964428\n",
      "0.01244080619080619\n",
      "0.01208672614922615\n",
      "0.0002735908985908986\n",
      "0.0006273100023100023\n",
      "0.00233021483021483\n",
      "0.0029235966735966738\n",
      "0.004669092169092169\n",
      "0.004070296257796258\n",
      "0.001038057288057288\n",
      "0.0006262271887271887\n",
      "0.0015563640563640564\n",
      "0.0010344479094479095\n",
      "0.002076836451836452\n",
      "0.0015502281127281127\n",
      "0.0026500057750057752\n",
      "0.0020681739431739434\n",
      "0.0032325594825594827\n",
      "0.0026388167013167013\n",
      "0.003218843843843844\n",
      "0.02052364864864865\n",
      "0.016751848001848\n",
      "0.02105350542850543\n",
      "0.0203630313005313\n",
      "0.016896223146223147\n",
      "0.016345792908292908\n",
      "0.01177271021021021\n",
      "0.011491178678678679\n",
      "0.011968338530838531\n",
      "0.011680310117810119\n",
      "0.011581052206052206\n",
      "0.011396973896973897\n",
      "0.012184179371679371\n",
      "0.011873411873411874\n",
      "0.040219666782166784\n",
      "0.0497101668976669\n",
      "0.020890361515361517\n",
      "0.04307251963501964\n",
      "0.04032686532686533\n",
      "0.04965602621852622\n",
      "0.04669164356664357\n",
      "0.03002353314853315\n",
      "0.028770717833217833\n",
      "0.03552458708708709\n",
      "0.019781199468699467\n",
      "0.0268494455994456\n",
      "0.03558161526911527\n",
      "0.03398482617232617\n",
      "0.01940943347193347\n",
      "0.019767844767844767\n",
      "0.0005836365211365211\n",
      "0.028400034650034652\n",
      "0.025997632247632248\n",
      "0.0017487439362439362\n",
      "0.031468367405867406\n",
      "0.03403932778932779\n",
      "0.02418031011781012\n",
      "0.03110670766920767\n",
      "0.02939405751905752\n",
      "0.024709805959805962\n",
      "0.02437413374913375\n",
      "0.0231104902979903\n",
      "0.029029871217371217\n",
      "0.0017487439362439362\n",
      "0.010395010395010396\n",
      "0.022753883691383692\n",
      "0.020978069415569418\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.010440488565488565\n",
      "0.009823645761145762\n",
      "0.022561503811503812\n",
      "0.020618936243936244\n",
      "0.022368402055902056\n",
      "0.0204240297990298\n",
      "0.022203453453453453\n",
      "0.020228401478401478\n",
      "0.04336090898590899\n",
      "0.020060926310926312\n",
      "0.021775381150381152\n",
      "0.043177191614691614\n",
      "0.04051310926310926\n",
      "0.022478127165627165\n",
      "0.021720157657657658\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.00348774255024255\n",
      "0.0028976091476091478\n",
      "0.005785472972972973\n",
      "0.009866597366597367\n",
      "0.0034725831600831603\n",
      "0.002910241972741973\n",
      "0.0023219132594132596\n",
      "0.02747928216678217\n",
      "0.027818202818202818\n",
      "0.007293471355971356\n",
      "0.027538115038115037\n",
      "0.025941325941325942\n",
      "0.029358685608685608\n",
      "0.02796149514899515\n",
      "0.0072884182259182265\n",
      "0.006893191268191269\n",
      "0.0017563236313236313\n",
      "0.0011665511665511666\n",
      "0.019228603603603605\n",
      "0.01939102564102564\n",
      "0.0005861630861630862\n",
      "0.01920766920766921\n",
      "0.03418586856086856\n",
      "0.027645674520674523\n",
      "0.03383395414645415\n",
      "0.034824728574728576\n",
      "0.027277517902517902\n",
      "0.026983353545853548\n",
      "0.02690863940863941\n",
      "0.026612670362670364\n",
      "0.002584676022176022\n",
      "0.024382435319935322\n",
      "0.026241265303765304\n",
      "0.0020046488796488797\n",
      "0.0025897291522291523\n",
      "0.024028716216216217\n",
      "0.023707481519981522\n",
      "0.0020656473781473783\n",
      "0.022974416724416725\n",
      "0.02335123585123585\n",
      "0.002080806768306768\n",
      "0.0014863421113421114\n",
      "0.022697216447216447\n",
      "0.022279250404250404\n",
      "0.02242037710787711\n",
      "0.021999523562023563\n",
      "0.0014253436128436128\n",
      "0.002007175444675445\n",
      "0.001056465118965119\n",
      "0.0014253436128436128\n",
      "0.0006868647493647494\n",
      "0.001053938553938554\n",
      "0.0003338675213675214\n",
      "0.0006818116193116193\n",
      "0.0009164212289212289\n",
      "0.0003262878262878263\n",
      "0.0014989749364749366\n",
      "0.0009063149688149689\n",
      "0.042426440863940866\n",
      "0.02886564449064449\n",
      "0.008700768075768075\n",
      "0.028786960036960036\n",
      "0.042153571841071845\n",
      "0.04443686474936475\n",
      "0.0283480595980596\n",
      "0.0285740066990067\n",
      "0.008715205590205591\n",
      "0.008160444097944098\n",
      "0.028780824093324095\n",
      "0.027277156964656966\n",
      "0.028102982790482792\n",
      "0.028897046084546085\n",
      "0.0017487439362439362\n",
      "0.028053895241395243\n",
      "0.028625620813120815\n",
      "0.028364301801801804\n",
      "0.027689348001848003\n",
      "0.0029051888426888427\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.027108598983598985\n",
      "0.0279257623007623\n",
      "0.00293767325017325\n",
      "0.002950667013167013\n",
      "0.03007406444906445\n",
      "0.0344702875952876\n",
      "0.005803880803880804\n",
      "0.029391891891891894\n",
      "0.030682605682605682\n",
      "0.0005836365211365211\n",
      "0.005226741164241164\n",
      "0.005829146454146454\n",
      "0.004648879648879649\n",
      "0.00524948024948025\n",
      "0.004070296257796258\n",
      "0.004669092169092169\n",
      "0.003490990990990991\n",
      "0.004087982212982213\n",
      "0.0029109638484638486\n",
      "0.003506150381150381\n",
      "0.00233021483021483\n",
      "0.0029235966735966738\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0032083766458766458\n",
      "0.0029806248556248555\n",
      "0.0005836365211365211\n",
      "0.003350947100947101\n",
      "0.0032462751212751213\n",
      "0.0005861630861630862\n",
      "0.003496405058905059\n",
      "0.0033863190113190113\n",
      "0.0036411411411411414\n",
      "0.0035292504042504043\n",
      "0.0039739258489258494\n",
      "0.0036714599214599216\n",
      "0.005012344074844075\n",
      "0.0040017180642180645\n",
      "0.0011665511665511666\n",
      "0.005371838184338185\n",
      "0.005032556595056595\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.00573205416955417\n",
      "0.005389524139524139\n",
      "0.0060922701547701545\n",
      "0.0057472135597135595\n",
      "0.006885611573111574\n",
      "0.00610490297990298\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.006040656040656041\n",
      "0.005507911757911758\n",
      "0.0065741221991222\n",
      "0.006038851351351351\n",
      "0.004976972164472165\n",
      "0.005507189882189882\n",
      "0.007640332640332641\n",
      "0.006569790944790945\n",
      "0.0005836365211365211\n",
      "0.008172355047355048\n",
      "0.007630948255948256\n",
      "0.0005861630861630862\n",
      "0.06719471875721876\n",
      "0.024090436590436592\n",
      "0.03816990066990067\n",
      "0.0672589656964657\n",
      "0.06211524024024024\n",
      "0.02643292330792331\n",
      "0.023836336336336337\n",
      "0.04090436590436591\n",
      "0.03812081312081312\n",
      "0.03038808038808039\n",
      "0.02915908697158697\n",
      "0.030089945714945717\n",
      "0.028857703857703858\n",
      "0.03068693693693694\n",
      "0.06217696061446062\n",
      "0.043305324555324556\n",
      "0.029791089166089166\n",
      "0.02855704261954262\n",
      "0.029499451374451376\n",
      "0.028255659505659506\n",
      "0.054458665396165395\n",
      "0.01744593150843151\n",
      "0.03585809367059367\n",
      "0.040852751790251794\n",
      "0.0527550386925387\n",
      "0.014938496188496188\n",
      "0.017516314391314392\n",
      "0.01689911064911065\n",
      "0.03748881092631093\n",
      "0.035469724532224536\n",
      "0.002022695772695773\n",
      "0.005258864633864634\n",
      "0.005718338530838531\n",
      "0.0016076172326172328\n",
      "0.00199273793023793\n",
      "0.005536786786786787\n",
      "0.005269331831831832\n",
      "0.005735302610302611\n",
      "0.005572880572880573\n",
      "0.0017350282975282976\n",
      "0.007336062023562024\n",
      "0.0068729787479787485\n",
      "0.0011557230307230307\n",
      "0.0017476611226611228\n",
      "0.0076760654885654886\n",
      "0.007318737006237006\n",
      "0.006875144375144375\n",
      "0.006530448717948718\n",
      "0.008025814275814277\n",
      "0.007656213906213906\n",
      "0.008383142758142758\n",
      "0.008003436128436129\n",
      "0.002914573227073227\n",
      "0.011446061446061447\n",
      "0.008358238045738046\n",
      "0.002922152922152922\n",
      "0.0023352679602679604\n",
      "0.011809164934164935\n",
      "0.011411050473550474\n",
      "0.012176599676599677\n",
      "0.011771627396627397\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.0133503696003696\n",
      "0.012136535574035575\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.013761838761838762\n",
      "0.013302725802725804\n",
      "0.014179804804804805\n",
      "0.0137116683991684\n",
      "0.0017487439362439362\n",
      "0.015870437745437747\n",
      "0.014127107877107878\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.01696696696696697\n",
      "0.015807634557634558\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.000576417763917764\n",
      "0.001165829290829291\n",
      "0.0009171431046431047\n",
      "0.000583997458997459\n",
      "0.0012658090783090783\n",
      "0.0009221962346962347\n",
      "0.0016155578655578655\n",
      "0.0012683356433356434\n",
      "0.0019743300993300995\n",
      "0.0016155578655578655\n",
      "0.0023403210903210903\n",
      "0.0019718035343035344\n",
      "0.0019562832062832063\n",
      "0.0015751328251328253\n",
      "0.0018956456456456457\n",
      "0.00231505544005544\n",
      "0.0008990962115962116\n",
      "0.0022854585354585353\n",
      "0.00184258778008778\n",
      "0.0023525929775929776\n",
      "0.001921272233772234\n",
      "0.0036151536151536154\n",
      "0.0009120899745899746\n",
      "0.003490990990990991\n",
      "0.0026774370524370525\n",
      "0.002229874104874105\n",
      "0.003226062601062601\n",
      "0.002619326056826057\n",
      "0.0037768537768537768\n",
      "0.0031654250404250404\n",
      "0.004329088704088704\n",
      "0.0037136896511896513\n",
      "0.004881323631323631\n",
      "0.0042633980133980134\n",
      "0.005433558558558559\n",
      "0.004813106375606376\n",
      "0.012564607877107878\n",
      "0.011926108801108802\n",
      "0.01247148590898591\n",
      "0.027575291637791637\n",
      "0.035789876414876416\n",
      "0.012016704204204205\n",
      "0.005362814737814738\n",
      "0.0060568982443982445\n",
      "0.029097727535227536\n",
      "0.02733057576807577\n",
      "0.03600535631785632\n",
      "0.03417179198429199\n",
      "0.02880175848925849\n",
      "0.027268494455994458\n",
      "0.02882485851235851\n",
      "0.02728690228690229\n",
      "0.0288504851004851\n",
      "0.027307475744975745\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.003506150381150381\n",
      "0.0011665511665511666\n",
      "0.0017487439362439362\n",
      "0.004087982212982213\n",
      "0.003490990990990991\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.01148432085932086\n",
      "0.011093786093786095\n",
      "0.0017487439362439362\n",
      "0.011171026796026797\n",
      "0.010682316932316933\n",
      "0.005226741164241164\n",
      "0.0017563236313236313\n",
      "0.0011665511665511666\n",
      "0.0005861630861630862\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.0023403210903210903\n",
      "0.0017487439362439362\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0001136954261954262\n",
      "0.0005836365211365211\n",
      "0.001284938784938785\n",
      "0.00233021483021483\n",
      "0.003842544467544468\n",
      "0.005621968121968122\n",
      "0.0028218121968121967\n",
      "0.0038299116424116426\n",
      "0.00068000693000693\n",
      "0.005621968121968122\n",
      "0.011087289212289212\n",
      "0.011485403672903674\n",
      "0.05519353488103488\n",
      "0.008678750866250867\n",
      "0.05327190170940171\n",
      "0.055425617925617926\n",
      "0.05675423019173019\n",
      "0.008105220605220606\n",
      "0.008716649341649342\n",
      "0.006955994455994456\n",
      "0.05167078135828136\n",
      "0.05082726957726958\n",
      "0.014236472048972049\n",
      "0.03315719565719566\n",
      "0.04625526969276969\n",
      "0.014336090898590899\n",
      "0.013690373065373065\n",
      "0.021135077385077385\n",
      "0.049124003811503815\n",
      "0.03485576923076923\n",
      "0.044454550704550705\n",
      "0.04627764784014784\n",
      "0.0005861630861630862\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.06455987237237237\n",
      "0.06507384788634789\n",
      "0.0011665511665511666\n",
      "0.06358642296142296\n",
      "0.06017411642411642\n",
      "0.008105220605220606\n",
      "0.05864879302379303\n",
      "0.05992903961653962\n",
      "0.007530968468468469\n",
      "0.008140592515592515\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.004087982212982213\n",
      "0.0029109638484638486\n",
      "0.004070296257796258\n",
      "0.00524948024948025\n",
      "0.0005836365211365211\n",
      "0.00233021483021483\n",
      "0.0029235966735966738\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.005226741164241164\n",
      "0.008140592515592515\n",
      "0.00233021483021483\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.006955994455994456\n",
      "0.007563813813813814\n",
      "0.006380298567798568\n",
      "0.006986313236313236\n",
      "0.004070296257796258\n",
      "0.006408090783090783\n",
      "0.0017487439362439362\n",
      "0.003490990990990991\n",
      "0.004087982212982213\n",
      "0.0029109638484638486\n",
      "0.003506150381150381\n",
      "0.00233021483021483\n",
      "0.0029235966735966738\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0011665511665511666\n",
      "0.0005861630861630862\n",
      "0.0023403210903210903\n",
      "0.0017487439362439362\n",
      "0.0029235966735966738\n",
      "0.00233021483021483\n",
      "0.0017563236313236313\n",
      "0.0011665511665511666\n",
      "0.003506150381150381\n",
      "0.0029109638484638486\n",
      "0.004087982212982213\n",
      "0.003490990990990991\n",
      "0.004669092169092169\n",
      "0.004070296257796258\n",
      "0.00524948024948025\n",
      "0.004648879648879649\n",
      "0.005829146454146454\n",
      "0.005226741164241164\n",
      "0.05840118965118965\n",
      "0.056983786671286674\n",
      "0.005803880803880804\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0023403210903210903\n",
      "0.0011665511665511666\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.0029235966735966738\n",
      "0.00233021483021483\n",
      "0.0005861630861630862\n",
      "0.005829146454146454\n",
      "0.0029109638484638486\n",
      "0.00233021483021483\n",
      "0.006408090783090783\n",
      "0.005803880803880804\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.006986313236313236\n",
      "0.006380298567798568\n",
      "0.04919330388080388\n",
      "0.05076049607299608\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.006986313236313236\n",
      "0.0005836365211365211\n",
      "0.005803880803880804\n",
      "0.007563813813813814\n",
      "0.006955994455994456\n",
      "0.012728834603834603\n",
      "0.007530968468468469\n",
      "0.004648879648879649\n",
      "0.013299116424116424\n",
      "0.012673250173250173\n",
      "0.004070296257796258\n",
      "0.004669092169092169\n",
      "0.016705647955647957\n",
      "0.01324100542850543\n",
      "0.0029109638484638486\n",
      "0.017270876645876645\n",
      "0.01663237756987757\n",
      "0.01783538346038346\n",
      "0.017195079695079697\n",
      "0.012710787710787711\n",
      "0.017757059944559946\n",
      "0.015119326056826057\n",
      "0.012632464194964195\n",
      "0.012659173596673597\n",
      "0.011609566297066297\n",
      "0.012578323515823516\n",
      "0.006955994455994456\n",
      "0.012154582467082467\n",
      "0.011522580272580274\n",
      "0.006986313236313236\n",
      "0.006380298567798568\n",
      "0.012698876761376762\n",
      "0.012065069877569877\n",
      "0.013243171055671056\n",
      "0.012606837606837607\n",
      "0.01378746534996535\n",
      "0.013148605336105337\n",
      "0.005226741164241164\n",
      "0.005829146454146454\n",
      "0.004648879648879649\n",
      "0.00524948024948025\n",
      "0.004070296257796258\n",
      "0.004669092169092169\n",
      "0.003490990990990991\n",
      "0.004087982212982213\n",
      "0.0029109638484638486\n",
      "0.003506150381150381\n",
      "0.00233021483021483\n",
      "0.0029235966735966738\n",
      "0.0005836365211365211\n",
      "0.0023403210903210903\n",
      "0.0011665511665511666\n",
      "0.0005861630861630862\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.003490990990990991\n",
      "0.004087982212982213\n",
      "0.0029109638484638486\n",
      "0.003506150381150381\n",
      "0.00233021483021483\n",
      "0.0029235966735966738\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.00233021483021483\n",
      "0.0029235966735966738\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.015187182374682376\n",
      "0.01509009009009009\n",
      "0.00233021483021483\n",
      "0.015701518826518827\n",
      "0.0005836365211365211\n",
      "0.01901673307923308\n",
      "0.0023403210903210903\n",
      "0.0017487439362439362\n",
      "0.015735807923307924\n",
      "0.015155419842919843\n",
      "0.0005861630861630862\n",
      "0.019561027373527374\n",
      "0.018967284592284594\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0005861630861630862\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0023403210903210903\n",
      "0.0017487439362439362\n",
      "0.00233021483021483\n",
      "0.004087982212982213\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0011665511665511666\n",
      "0.004669092169092169\n",
      "0.004070296257796258\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.00524948024948025\n",
      "0.004648879648879649\n",
      "0.005829146454146454\n",
      "0.005226741164241164\n",
      "0.006408090783090783\n",
      "0.005803880803880804\n",
      "0.0005861630861630862\n",
      "0.005829146454146454\n",
      "0.004648879648879649\n",
      "0.0005836365211365211\n",
      "0.006408090783090783\n",
      "0.005803880803880804\n",
      "0.004669092169092169\n",
      "0.004070296257796258\n",
      "0.0005861630861630862\n",
      "0.006986313236313236\n",
      "0.006380298567798568\n",
      "0.008140592515592515\n",
      "0.006955994455994456\n",
      "0.0005836365211365211\n",
      "0.008716649341649342\n",
      "0.008105220605220606\n",
      "0.010440488565488565\n",
      "0.008678750866250867\n",
      "0.0011665511665511666\n",
      "0.012728834603834603\n",
      "0.010395010395010396\n",
      "0.0017487439362439362\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.013808038808038808\n",
      "0.020404539154539155\n",
      "0.02380240817740818\n",
      "0.013868676368676369\n",
      "0.01324100542850543\n",
      "0.020334156271656273\n",
      "0.022169164356664356\n",
      "0.02197461884961885\n",
      "0.02387134730884731\n",
      "0.0005861630861630862\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.0023403210903210903\n",
      "0.0017487439362439362\n",
      "0.0005861630861630862\n",
      "0.007563813813813814\n",
      "0.00233021483021483\n",
      "0.004648879648879649\n",
      "0.008140592515592515\n",
      "0.007530968468468469\n",
      "0.004669092169092169\n",
      "0.004070296257796258\n",
      "0.009251559251559252\n",
      "0.010846182721182722\n",
      "0.02000895125895126\n",
      "0.009291984291984292\n",
      "0.008678750866250867\n",
      "0.01972489316239316\n",
      "0.020529423654423656\n",
      "0.0029235966735966738\n",
      "0.0017487439362439362\n",
      "0.0005836365211365211\n",
      "0.003506150381150381\n",
      "0.0029109638484638486\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.004087982212982213\n",
      "0.003490990990990991\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0006843381843381843\n",
      "0.0012773590898590898\n",
      "0.001632882882882883\n",
      "0.009268523331023331\n",
      "0.0006691787941787942\n",
      "0.00966880341880342\n",
      "0.0011665511665511666\n",
      "0.0010528557403557404\n",
      "0.001637936012936013\n",
      "0.0028218121968121967\n",
      "0.01115514553014553\n",
      "0.009362367174867174\n",
      "0.0045712780087780085\n",
      "0.0005836365211365211\n",
      "0.010882998382998383\n",
      "0.011110750173250174\n",
      "0.009385828135828136\n",
      "0.009247588935088936\n",
      "0.004621087433587434\n",
      "0.004587159274659275\n",
      "0.0005861630861630862\n",
      "0.004706268768768769\n",
      "0.004634442134442134\n",
      "0.004791089166089166\n",
      "0.004717096904596905\n",
      "0.004879518942018942\n",
      "0.004799390736890737\n",
      "0.0049737237237237235\n",
      "0.004885293947793948\n",
      "0.014906733656733657\n",
      "0.022041031416031417\n",
      "0.020242838992838994\n",
      "0.012787306537306538\n",
      "0.015059410371910373\n",
      "0.044850860475860475\n",
      "0.043665179602679606\n",
      "0.006035602910602911\n",
      "0.04473752598752599\n",
      "0.04685298279048279\n",
      "0.04166233541233541\n",
      "0.04389329233079233\n",
      "0.00549239142989143\n",
      "0.006033798221298221\n",
      "0.005448357010857011\n",
      "0.005488060175560176\n",
      "0.0005836365211365211\n",
      "0.005443664818664819\n",
      "0.005438972626472627\n",
      "0.0005861630861630862\n",
      "0.055723030723030725\n",
      "0.05226091476091476\n",
      "0.03936965811965812\n",
      "0.04369513744513744\n",
      "0.08788295507045507\n",
      "0.02617629648879649\n",
      "0.03827096327096327\n",
      "0.01571090321090321\n",
      "0.041631655694155695\n",
      "0.038027691152691154\n",
      "0.01596428158928159\n",
      "0.014687644375144375\n",
      "0.0005861630861630862\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0011665511665511666\n",
      "0.10082293832293833\n",
      "0.026585960960960962\n",
      "0.08963458650958651\n",
      "0.09124328655578656\n",
      "0.10096226033726034\n",
      "0.026173408985908985\n",
      "0.023743936243936243\n",
      "0.08933212058212059\n",
      "0.10205373642873643\n",
      "0.025918586856086858\n",
      "0.022991019866019865\n",
      "0.02575760857010857\n",
      "0.0227387243012243\n",
      "0.026168355855855856\n",
      "0.029421849734349734\n",
      "0.007057057057057057\n",
      "0.02559879591129591\n",
      "0.02257521945021945\n",
      "0.025440705128205128\n",
      "0.022413880226380228\n",
      "0.025288028413028414\n",
      "0.02225326287826288\n",
      "0.0149262243012243\n",
      "0.022098059598059598\n",
      "0.013129114691614692\n",
      "0.0010008806883806884\n",
      "0.001668976668976669\n",
      "0.0007049116424116425\n",
      "0.0004998989373989374\n",
      "0.0006338068838068838\n",
      "0.0004851004851004851\n",
      "0.001030477592977593\n",
      "0.000599517787017787\n",
      "0.0006460787710787711\n",
      "0.0009987150612150613\n",
      "0.0013401622776622777\n",
      "0.0018451143451143452\n",
      "0.0036386145761145763\n",
      "0.0009734494109494109\n",
      "0.0013329435204435204\n",
      "0.001840422152922153\n",
      "0.0013766170016170016\n",
      "0.0036479989604989607\n",
      "0.007047672672672673\n",
      "0.0011665511665511666\n",
      "0.0020259442134442137\n",
      "0.0006117896742896743\n",
      "0.0009637040887040887\n",
      "0.032606043543543545\n",
      "0.023328857703857703\n",
      "0.00672932547932548\n",
      "0.0010084603834603835\n",
      "0.0013693982443982445\n",
      "0.024901103026103027\n",
      "0.006533336220836221\n",
      "0.018880659505659505\n",
      "0.006587115962115963\n",
      "0.0066780723030723035\n",
      "0.018803057865557866\n",
      "0.019351322476322475\n",
      "0.008263311388311389\n",
      "0.012828092515592516\n",
      "0.008551339801339802\n",
      "0.012843612843612844\n",
      "0.008245264495264495\n",
      "0.01927119427119427\n",
      "0.011669481981981982\n",
      "0.05361370986370986\n",
      "0.007279394779394779\n",
      "0.04396114864864865\n",
      "0.008664313351813353\n",
      "0.05363969738969739\n",
      "0.04562723781473781\n",
      "0.007066441441441441\n",
      "0.006944805382305383\n",
      "0.04814983252483253\n",
      "0.04390303765303765\n",
      "0.008196898821898823\n",
      "0.012794164356664356\n",
      "0.007942076692076692\n",
      "0.012324223261723262\n",
      "0.007781820281820282\n",
      "0.012066874566874566\n",
      "0.0076222857472857475\n",
      "0.011904091591591592\n",
      "0.007552263802263802\n",
      "0.011742030492030492\n",
      "0.04933803996303997\n",
      "0.04815308096558096\n",
      "0.01671864171864172\n",
      "0.01084834834834835\n",
      "0.05290915915915916\n",
      "0.041669915107415106\n",
      "0.04808919496419497\n",
      "0.04396945021945022\n",
      "0.017328626703626705\n",
      "0.016462736775236776\n",
      "0.007723348348348348\n",
      "0.00806587837837838\n",
      "0.007347251097251098\n",
      "0.007682201432201432\n",
      "0.00810449872949873\n",
      "0.008454608454608456\n",
      "0.00705489142989143\n",
      "0.007303577616077616\n",
      "0.006891025641025641\n",
      "0.007008691383691384\n",
      "0.00672932547932548\n",
      "0.00684229902979903\n",
      "0.04115557865557866\n",
      "0.05178231115731116\n",
      "0.01631006006006006\n",
      "0.04090508778008778\n",
      "0.03782773157773158\n",
      "0.05549130861630862\n",
      "0.05201655982905983\n",
      "0.015933240933240934\n",
      "0.015926383113883114\n",
      "0.01595922845922846\n",
      "0.015547037422037422\n",
      "0.0159862987987988\n",
      "0.015570498382998383\n",
      "0.016014091014091014\n",
      "0.015595042157542158\n",
      "0.01605198948948949\n",
      "0.015620307807807808\n",
      "0.01688359032109032\n",
      "0.01565567971817972\n",
      "0.006380298567798568\n",
      "0.017329709517209517\n",
      "0.016701316701316703\n",
      "0.01754338473088473\n",
      "0.01689550127050127\n",
      "0.017132998382998383\n",
      "0.016523374335874336\n",
      "0.017770053707553708\n",
      "0.01710664991914992\n",
      "0.019684107184107184\n",
      "0.018768046893046893\n",
      "0.01975557288057288\n",
      "0.0187738218988219\n",
      "0.019675805613305612\n",
      "0.017561792561792564\n",
      "0.005979296604296604\n",
      "0.019834618272118274\n",
      "0.01884276103026103\n",
      "0.0199244917994918\n",
      "0.018919279856779856\n",
      "0.01653492434742435\n",
      "0.01900662681912682\n",
      "0.006623209748209748\n",
      "0.016650063525063527\n",
      "0.015935045622545625\n",
      "0.0063759673134673135\n",
      "0.006302696927696928\n",
      "0.016815734003234002\n",
      "0.016047658235158236\n",
      "0.017070195195195197\n",
      "0.016210802148302148\n",
      "0.005553028990528991\n",
      "0.005932374682374683\n",
      "0.003490990990990991\n",
      "0.005707149457149457\n",
      "0.005945007507507508\n",
      "0.0055227102102102105\n",
      "0.005931652806652807\n",
      "0.003506150381150381\n",
      "0.0029109638484638486\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0011665511665511666\n",
      "0.0005861630861630862\n",
      "0.0023403210903210903\n",
      "0.0017487439362439362\n",
      "0.0029235966735966738\n",
      "0.00233021483021483\n",
      "0.005519461769461769\n",
      "0.005948616886116886\n",
      "0.005533899283899284\n",
      "0.0017487439362439362\n",
      "0.006019360706860707\n",
      "0.0017563236313236313\n",
      "0.0011665511665511666\n",
      "0.0005836365211365211\n",
      "0.005594536844536845\n",
      "0.006055454492954493\n",
      "0.04565069877569878\n",
      "0.05902019808269809\n",
      "0.006915569415569416\n",
      "0.05915988103488103\n",
      "0.05067531473781474\n",
      "0.007268927581427582\n",
      "0.006480639293139293\n",
      "0.05930642180642181\n",
      "0.05081247112497113\n",
      "0.05946451258951259\n",
      "0.050956485331485335\n",
      "0.007395255832755833\n",
      "0.05111204954954955\n",
      "0.05904762936012936\n",
      "0.00784281878031878\n",
      "0.006828222453222454\n",
      "0.005916854354354354\n",
      "0.006052927927927928\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.0057656213906213906\n",
      "0.005586235273735274\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.005621246246246246\n",
      "0.005432475744975745\n",
      "0.0055580821205821205\n",
      "0.005285574035574035\n",
      "0.005540035227535228\n",
      "0.005219883344883345\n",
      "0.005645429082929083\n",
      "0.005199309886809887\n",
      "0.006015751328251329\n",
      "0.005302177177177177\n",
      "0.006416392353892354\n",
      "0.005669972857472858\n",
      "0.006831470893970894\n",
      "0.006068087318087318\n",
      "0.0005861630861630862\n",
      "0.014732039732039733\n",
      "0.05284130284130284\n",
      "0.0658985908985909\n",
      "0.06620213963963964\n",
      "0.06773251617001617\n",
      "0.06471471471471471\n",
      "0.06803353834603834\n",
      "0.003314492376992377\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.04165222915222915\n",
      "0.04236147204897205\n",
      "0.0005861630861630862\n",
      "0.042114590552090554\n",
      "0.04343670593670594\n",
      "0.04056941556941557\n",
      "0.04200378262878263\n",
      "0.003506150381150381\n",
      "0.0029109638484638486\n",
      "0.004087982212982213\n",
      "0.003490990990990991\n",
      "0.0029235966735966738\n",
      "0.0005836365211365211\n",
      "0.0017487439362439362\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0011665511665511666\n",
      "0.0005861630861630862\n",
      "0.0023403210903210903\n",
      "0.0017487439362439362\n",
      "0.012184179371679371\n",
      "0.014611847424347424\n",
      "0.00233021483021483\n",
      "0.01192286036036036\n",
      "0.011646742896742897\n",
      "0.015150366712866714\n",
      "0.01486053361053361\n",
      "0.023556248556248556\n",
      "0.040209199584199586\n",
      "0.02019988738738739\n",
      "0.02319603257103257\n",
      "0.02302386521136521\n",
      "0.018762993762993764\n",
      "0.019832091707091708\n",
      "0.0005861630861630862\n",
      "0.004669092169092169\n",
      "0.004070296257796258\n",
      "0.010847265534765536\n",
      "0.01075017325017325\n",
      "0.011382897320397321\n",
      "0.011113637676137676\n",
      "0.010481274543774543\n",
      "0.010405116655116656\n",
      "0.004669092169092169\n",
      "0.004070296257796258\n",
      "0.00524948024948025\n",
      "0.004648879648879649\n",
      "0.004087982212982213\n",
      "0.0011665511665511666\n",
      "0.00233021483021483\n",
      "0.006408090783090783\n",
      "0.005226741164241164\n",
      "0.0005836365211365211\n",
      "0.006986313236313236\n",
      "0.006380298567798568\n",
      "0.0005861630861630862\n",
      "0.006955994455994456\n",
      "0.009866597366597367\n",
      "0.00233021483021483\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0005861630861630862\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.00233021483021483\n",
      "0.003506150381150381\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0011665511665511666\n",
      "0.0023403210903210903\n",
      "0.0017487439362439362\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.010133691383691384\n",
      "0.008685247747747748\n",
      "0.00233021483021483\n",
      "0.00840118965118965\n",
      "0.008439088126588126\n",
      "8.662508662508662e-06\n",
      "5.414067914067914e-06\n",
      "7.218757218757219e-06\n",
      "9.023446523446524e-06\n",
      "8.662508662508662e-06\n",
      "5.414067914067914e-06\n",
      "9.023446523446524e-06\n",
      "7.218757218757219e-06\n",
      "1.0828135828135828e-05\n",
      "9.023446523446524e-06\n",
      "1.2632825132825133e-05\n",
      "1.0828135828135828e-05\n",
      "1.4437514437514439e-05\n",
      "1.2632825132825133e-05\n",
      "1.552032802032802e-05\n",
      "1.4437514437514439e-05\n",
      "1.5881265881265883e-05\n",
      "1.552032802032802e-05\n",
      "1.552032802032802e-05\n",
      "1.5881265881265883e-05\n",
      "1.4437514437514439e-05\n",
      "1.552032802032802e-05\n",
      "1.4076576576576577e-05\n",
      "1.4437514437514439e-05\n",
      "1.4076576576576577e-05\n",
      "1.3715638715638717e-05\n",
      "1.3715638715638717e-05\n",
      "1.2632825132825133e-05\n",
      "1.0828135828135828e-05\n",
      "9.023446523446524e-06\n",
      "1.2632825132825133e-05\n",
      "1.0828135828135828e-05\n",
      "0.0005861630861630862\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.008152503465003465\n",
      "0.006117896742896743\n",
      "0.00233021483021483\n",
      "0.0030409014784014785\n",
      "0.0023403210903210903\n",
      "0.0017487439362439362\n",
      "0.0030181623931623933\n",
      "0.0027730855855855855\n",
      "0.0047586047586047585\n",
      "0.0038219710094710094\n",
      "0.0004085816585816586\n",
      "0.00529495841995842\n",
      "0.004464079464079464\n",
      "0.004097366597366598\n",
      "0.0032845345345345347\n",
      "0.000635972510972511\n",
      "0.0004251848001848002\n",
      "0.0063777720027720025\n",
      "0.005532455532455532\n",
      "0.006924231924231925\n",
      "0.006075667013167013\n",
      "0.005832033957033957\n",
      "0.0049979065604065604\n",
      "0.009008648071148071\n",
      "0.00661960036960037\n",
      "0.0015769375144375145\n",
      "0.010079189766689768\n",
      "0.00855855855855856\n",
      "0.0005836365211365211\n",
      "0.002219045969045969\n",
      "0.0017198689073689075\n",
      "0.0011665511665511666\n",
      "0.010614099676599677\n",
      "0.009624047124047123\n",
      "0.01168175386925387\n",
      "0.010156430468930468\n",
      "0.0005836365211365211\n",
      "0.012215220027720028\n",
      "0.011219031531531531\n",
      "0.011749971124971125\n",
      "0.017684150496650498\n",
      "0.023315503003003002\n",
      "0.01779676310926311\n",
      "0.01913115038115038\n",
      "0.0026980105105105104\n",
      "0.0025763744513744515\n",
      "0.005371477246477247\n",
      "0.002828309078309078\n",
      "0.0031603719103719106\n",
      "0.0024435493185493186\n",
      "0.002354397666897667\n",
      "0.005719060406560407\n",
      "0.005500693000693\n",
      "0.003158928158928159\n",
      "0.002611385423885424\n",
      "0.022661122661122662\n",
      "0.016481505544005546\n",
      "0.006193332755832756\n",
      "0.016240399052899052\n",
      "0.015932519057519058\n",
      "0.006069170131670132\n",
      "0.005845749595749596\n",
      "0.0009774197274197275\n",
      "0.0006500490875490875\n",
      "0.0015202702702702704\n",
      "0.000988969738969739\n",
      "0.002063120813120813\n",
      "0.0015292937167937168\n",
      "0.0026074151074151073\n",
      "0.0020696176946176947\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.004648879648879649\n",
      "0.00524948024948025\n",
      "0.004070296257796258\n",
      "0.004669092169092169\n",
      "0.003490990990990991\n",
      "0.004087982212982213\n",
      "0.0029109638484638486\n",
      "0.003506150381150381\n",
      "0.00233021483021483\n",
      "0.0029235966735966738\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.04567415973665974\n",
      "0.06579139235389235\n",
      "0.044366481866481865\n",
      "0.06085195772695773\n",
      "0.03823270385770386\n",
      "0.061083318895818896\n",
      "0.03846009471009471\n",
      "0.03862179487179487\n",
      "0.06062204030954031\n",
      "0.06133633633633634\n",
      "0.03868892931392932\n",
      "0.06231303418803419\n",
      "0.03893942018942019\n",
      "0.0011665511665511666\n",
      "0.06263787826287827\n",
      "0.039908538346038344\n",
      "0.06298113016863018\n",
      "0.040230855855855854\n",
      "0.06332510395010395\n",
      "0.0405715811965812\n",
      "0.06368062774312774\n",
      "0.040913028413028414\n",
      "0.02511477823977824\n",
      "0.04197346384846385\n",
      "0.04126602564102564\n",
      "0.025044756294756294\n",
      "0.006813784938784939\n",
      "0.04192112785862786\n",
      "0.037857328482328485\n",
      "0.04228062196812197\n",
      "0.03777467371217371\n",
      "0.0426794583044583\n",
      "0.03815690690690691\n",
      "0.04189586220836221\n",
      "0.03780246592746593\n",
      "0.04308623527373528\n",
      "0.03855321667821668\n",
      "0.043500952875952875\n",
      "0.038957467082467084\n",
      "0.04351719507969508\n",
      "0.046423466735966736\n",
      "0.02502707033957034\n",
      "0.006741236428736429\n",
      "0.02500180468930469\n",
      "0.0067210239085239085\n",
      "0.0005836365211365211\n",
      "0.025026348463848463\n",
      "0.006690705128205129\n",
      "0.025059915684915685\n",
      "0.006712722337722338\n",
      "0.025436012936012938\n",
      "0.006743762993762994\n",
      "0.02581860706860707\n",
      "0.00711733367983368\n",
      "0.007497401247401248\n",
      "0.0005836365211365211\n",
      "0.026605451605451608\n",
      "0.0005861630861630862\n",
      "0.02701800358050358\n",
      "0.008279192654192654\n",
      "0.046771410833910836\n",
      "0.06893660487410487\n",
      "0.008689218064218065\n",
      "0.044058240933240934\n",
      "0.04654438091938092\n",
      "0.06903153153153153\n",
      "0.053318462693462694\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.025054501617001616\n",
      "0.026195065257565257\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.012815098752598753\n",
      "0.012808601871101872\n",
      "0.0023793023793023792\n",
      "0.005332495957495958\n",
      "0.0022533350658350657\n",
      "0.012908581658581659\n",
      "0.012781531531531531\n",
      "0.013007478632478633\n",
      "0.012872487872487872\n",
      "0.013518205705705706\n",
      "0.012968858281358282\n",
      "0.00233021483021483\n",
      "0.013626487063987064\n",
      "0.01346695252945253\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.013737655925155925\n",
      "0.013572707322707322\n",
      "0.013858931046431046\n",
      "0.019830647955647956\n",
      "0.006885611573111574\n",
      "0.013917763917763918\n",
      "0.01368134961884962\n",
      "0.02001580907830908\n",
      "0.020401290713790713\n",
      "0.0062536093786093785\n",
      "0.006315690690690691\n",
      "0.0023771367521367524\n",
      "0.002653615153615154\n",
      "0.0022937601062601063\n",
      "0.0026590292215292214\n",
      "0.0023742492492492494\n",
      "0.0026489229614229614\n",
      "0.0017487439362439362\n",
      "0.002380746130746131\n",
      "0.0026359291984291984\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.002406011781011781\n",
      "0.0026398995148995148\n",
      "0.0024955243705243706\n",
      "0.0026626386001386\n",
      "0.002595865095865096\n",
      "0.0027496246246246246\n",
      "0.02020277489027489\n",
      "0.02058392527142527\n",
      "0.02056010337260337\n",
      "0.02076836451836452\n",
      "0.02093186936936937\n",
      "0.021123166435666436\n",
      "0.021313741626241625\n",
      "0.02149240586740587\n",
      "0.02187175155925156\n",
      "0.0444325334950335\n",
      "0.0432818635943636\n",
      "0.002873065373065373\n",
      "0.0017487439362439362\n",
      "0.042450262762762765\n",
      "0.03801397551397551\n",
      "0.0395696176946177\n",
      "0.045146468583968584\n",
      "0.0007327038577038577\n",
      "0.00233021483021483\n",
      "0.013559352621852622\n",
      "0.0023865211365211364\n",
      "0.002696927696927697\n",
      "0.0026691354816354815\n",
      "0.0027871621621621623\n",
      "0.0011665511665511666\n",
      "0.0027658668283668283\n",
      "0.003062196812196812\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0028644028644028647\n",
      "0.003156401593901594\n",
      "0.005681161931161931\n",
      "0.002847438784938785\n",
      "0.003252411064911065\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "3.6093786093786095e-07\n",
      "3.6093786093786095e-07\n",
      "0.039908899283899284\n",
      "0.04476928851928852\n",
      "0.0008377367752367752\n",
      "0.012188871563871564\n",
      "0.005407210094710095\n",
      "0.004976611226611227\n",
      "0.0015227968352968353\n",
      "0.011736977361977362\n",
      "0.015824598637098636\n",
      "0.005056378493878494\n",
      "0.006745567683067683\n",
      "0.005266444328944329\n",
      "1.118907368907369e-05\n",
      "0.0031481000231000232\n",
      "0.010340869715869717\n",
      "0.01612778644028644\n",
      "0.013380688380688382\n",
      "0.003130414067914068\n",
      "0.0001544814044814045\n",
      "0.01202247920997921\n",
      "0.007561648186648187\n",
      "0.008726755601755601\n",
      "0.01648222741972742\n",
      "0.007506785631785632\n",
      "0.013219710094710095\n",
      "0.003796705359205359\n",
      "0.001012069762069762\n",
      "0.04080835643335643\n",
      "0.03681999306999307\n",
      "0.008807966620466621\n",
      "6.172037422037422e-05\n",
      "0.040355740355740355\n",
      "0.04516271078771079\n",
      "0.006206326518826519\n",
      "0.005785833910833911\n",
      "0.0066614691614691615\n",
      "0.015047860360360361\n",
      "0.0004486457611457612\n",
      "0.013037436474936475\n",
      "0.013282152344652345\n",
      "0.0007857617232617232\n",
      "0.03479404885654886\n",
      "0.0962830619080619\n",
      "0.056153268653268654\n",
      "0.0012755544005544006\n",
      "0.01191455878955879\n",
      "0.0019804660429660432\n",
      "0.012005876068376069\n",
      "0.011608844421344421\n",
      "0.0015787422037422038\n",
      "0.012272609147609147\n",
      "0.004295521483021483\n",
      "0.015005269692769694\n",
      "0.001934265996765997\n",
      "0.014649384961884962\n",
      "0.002705229267729268\n",
      "0.004648879648879649\n",
      "0.015471240471240471\n",
      "6.496881496881497e-05\n",
      "0.011674535112035112\n",
      "0.0029196263571263574\n",
      "0.011034953222453223\n",
      "0.0025691556941556943\n",
      "0.0005771396396396396\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.00463191556941557\n",
      "0.0035003753753753753\n",
      "0.004055858743358743\n",
      "0.00292251386001386\n",
      "0.00520725051975052\n",
      "0.03820021945021945\n",
      "0.002343930468930469\n",
      "0.0017458564333564335\n",
      "0.0017487439362439362\n",
      "2.382189882189882e-05\n",
      "0.0017491048741048742\n",
      "0.0011665511665511666\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.002328771078771079\n",
      "1.9490644490644492e-05\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.0029084372834372835\n",
      "0.0005966302841302841\n",
      "0.0011737699237699237\n",
      "0.03994499306999307\n",
      "0.0005861630861630862\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0011665511665511666\n",
      "0.0023403210903210903\n",
      "0.0017487439362439362\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.010440488565488565\n",
      "0.009823645761145762\n",
      "0.011013657888657888\n",
      "0.010395010395010396\n",
      "0.0029235966735966738\n",
      "0.0023403210903210903\n",
      "0.0005861630861630862\n",
      "0.0017487439362439362\n",
      "0.0029297326172326174\n",
      "0.0008958477708477709\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0017563236313236313\n",
      "0.0011665511665511666\n",
      "0.0007352304227304227\n",
      "0.0006240615615615615\n",
      "0.000576417763917764\n",
      "0.00046091764841764844\n",
      "0.0011582495957495958\n",
      "0.0002995784245784246\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.01409462346962347\n",
      "0.013660776160776161\n",
      "0.0011665511665511666\n",
      "0.01357992607992608\n",
      "0.012113435550935551\n",
      "0.015634384384384383\n",
      "0.016735966735966737\n",
      "0.0029109638484638486\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.035897435897435895\n",
      "0.0365990990990991\n",
      "0.01663237756987757\n",
      "0.01943866943866944\n",
      "0.03605913605913606\n",
      "0.036434872372372376\n",
      "0.037138340263340265\n",
      "0.002718223030723031\n",
      "0.0021252021252021252\n",
      "0.028765303765303767\n",
      "0.02965393277893278\n",
      "0.02734248671748672\n",
      "0.02936373873873874\n",
      "0.0029109638484638486\n",
      "0.02905297124047124\n",
      "0.029995379995379996\n",
      "0.02951894201894202\n",
      "0.028260712635712636\n",
      "0.006606606606606607\n",
      "0.013427610302610303\n",
      "0.01831831831831832\n",
      "0.01896223146223146\n",
      "0.018878854816354818\n",
      "0.01952457264957265\n",
      "0.003490990990990991\n",
      "0.004087982212982213\n",
      "0.004070296257796258\n",
      "0.004669092169092169\n",
      "0.015688886001386\n",
      "0.015396526334026335\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0017563236313236313\n",
      "0.0011716042966042966\n",
      "0.00524948024948025\n",
      "0.004648879648879649\n",
      "0.005226741164241164\n",
      "0.007563813813813814\n",
      "0.0017487439362439362\n",
      "0.004070296257796258\n",
      "0.004669092169092169\n",
      "0.044899948024948025\n",
      "0.04095525814275815\n",
      "0.045259442134442135\n",
      "0.041312947562947566\n",
      "0.04453973203973204\n",
      "0.0405982905982906\n",
      "0.04320678851928852\n",
      "0.039748642873642874\n",
      "0.018003580503580505\n",
      "0.017330792330792332\n",
      "0.04306024774774775\n",
      "0.03957033957033957\n",
      "0.04298914298914299\n",
      "0.03949598637098637\n",
      "0.043132074382074385\n",
      "0.03964758027258027\n",
      "0.04076107357357357\n",
      "0.037385582698082696\n",
      "0.040815575190575194\n",
      "0.0374256468006468\n",
      "0.04071848290598291\n",
      "0.03757471413721414\n",
      "0.010432547932547933\n",
      "0.010827413952413953\n",
      "0.04285379129129129\n",
      "0.03934980653730654\n",
      "0.043165641603141604\n",
      "0.03928195021945022\n",
      "0.042919121044121045\n",
      "0.03942235504735505\n",
      "0.04347677003927004\n",
      "0.03959127396627397\n",
      "0.043822909447909446\n",
      "0.03989987583737584\n",
      "0.04418023793023793\n",
      "0.04024348868098868\n",
      "0.00653008778008778\n",
      "0.0061994686994687\n",
      "0.006196581196581197\n",
      "0.005871015246015246\n",
      "0.04134362728112728\n",
      "0.051997430122430126\n",
      "0.04480754793254793\n",
      "0.00042193635943635945\n",
      "0.0448100744975745\n",
      "0.1225557288057288\n",
      "0.1221839628089628\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.008105220605220606\n",
      "0.008716649341649342\n",
      "0.005226741164241164\n",
      "0.008140592515592515\n",
      "0.00233021483021483\n",
      "0.008678750866250867\n",
      "0.009291984291984292\n",
      "0.004648879648879649\n",
      "0.00524948024948025\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.00233021483021483\n",
      "0.0029235966735966738\n",
      "0.0029109638484638486\n",
      "0.003506150381150381\n",
      "0.005226741164241164\n",
      "0.005829146454146454\n",
      "0.004648879648879649\n",
      "0.00524948024948025\n",
      "0.005803880803880804\n",
      "0.007563813813813814\n",
      "0.0011665511665511666\n",
      "0.004070296257796258\n",
      "0.004669092169092169\n",
      "0.003490990990990991\n",
      "0.004087982212982213\n",
      "0.0029109638484638486\n",
      "0.003506150381150381\n",
      "1.2993762993762994e-05\n",
      "1.2632825132825133e-05\n",
      "1.2632825132825133e-05\n",
      "1.2993762993762994e-05\n",
      "1.2632825132825133e-05\n",
      "1.155001155001155e-05\n",
      "9.745322245322246e-06\n",
      "1.155001155001155e-05\n",
      "9.745322245322246e-06\n",
      "7.218757218757219e-06\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.011535574035574037\n",
      "0.012157830907830907\n",
      "0.010965653153153154\n",
      "0.011586105336105336\n",
      "0.012104773042273042\n",
      "0.012728834603834603\n",
      "0.00233021483021483\n",
      "0.0029235966735966738\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.01324100542850543\n",
      "0.016705647955647957\n",
      "0.0029109638484638486\n",
      "0.008105220605220606\n",
      "0.008716649341649342\n",
      "0.007530968468468469\n",
      "0.008140592515592515\n",
      "0.008678750866250867\n",
      "0.009291984291984292\n",
      "0.009251559251559252\n",
      "0.009866597366597367\n",
      "0.012673250173250173\n",
      "0.013299116424116424\n",
      "0.009823645761145762\n",
      "0.010440488565488565\n",
      "0.012673250173250173\n",
      "0.013299116424116424\n",
      "0.012104773042273042\n",
      "0.012728834603834603\n",
      "0.009251559251559252\n",
      "0.012157830907830907\n",
      "0.00233021483021483\n",
      "0.010395010395010396\n",
      "0.011013657888657888\n",
      "7.218757218757219e-06\n",
      "3.970316470316471e-06\n",
      "3.970316470316471e-06\n",
      "3.970316470316471e-06\n",
      "9.745322245322246e-06\n",
      "1.2632825132825133e-05\n",
      "3.970316470316471e-06\n",
      "3.970316470316471e-06\n",
      "7.218757218757219e-06\n",
      "0.003490990990990991\n",
      "0.004087982212982213\n",
      "0.004070296257796258\n",
      "0.004669092169092169\n",
      "7.218757218757219e-06\n",
      "9.745322245322246e-06\n",
      "0.0005861630861630862\n",
      "0.00233021483021483\n",
      "0.004087982212982213\n",
      "0.0011665511665511666\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.004070296257796258\n",
      "0.004669092169092169\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0011665511665511666\n",
      "0.0029235966735966738\n",
      "0.0011665511665511666\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.04116857241857242\n",
      "0.03747762185262185\n",
      "0.0029109638484638486\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.010734291984291985\n",
      "0.010655607530607531\n",
      "0.010705056017556018\n",
      "0.010836076461076462\n",
      "0.005803880803880804\n",
      "0.006408090783090783\n",
      "0.005226741164241164\n",
      "0.005829146454146454\n",
      "0.004648879648879649\n",
      "0.00524948024948025\n",
      "0.0005861630861630862\n",
      "0.041275770963270966\n",
      "0.03781545969045969\n",
      "0.0005861630861630862\n",
      "0.016952529452529452\n",
      "0.01645696176946177\n",
      "0.03709791522291522\n",
      "0.035091100716100714\n",
      "0.036716764841764844\n",
      "0.034733772233772234\n",
      "0.041385857010857015\n",
      "0.03792013167013167\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.10183392527142528\n",
      "0.10183645183645183\n",
      "0.0005861630861630862\n",
      "0.004004605567105567\n",
      "0.003610461422961423\n",
      "0.0029109638484638486\n",
      "0.003506150381150381\n",
      "0.10360576923076924\n",
      "0.10186677061677062\n",
      "0.10186424405174406\n",
      "0.10039955821205822\n",
      "0.10040208477708477\n",
      "0.02010532166782167\n",
      "0.019509052321552322\n",
      "0.020649615962115963\n",
      "0.02005082005082005\n",
      "0.10360324266574267\n",
      "0.06491503522753522\n",
      "0.0660397176022176\n",
      "0.005865601178101179\n",
      "0.00554472741972742\n",
      "0.006074223261723262\n",
      "0.005481202356202356\n",
      "0.0043951403326403325\n",
      "0.00399738680988681\n",
      "0.005496000808500809\n",
      "0.004929328366828367\n",
      "0.004941600254100254\n",
      "0.004385395010395011\n",
      "0.021194632132132133\n",
      "0.02059258778008778\n",
      "0.005587318087318088\n",
      "0.0054317538692538695\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0029235966735966738\n",
      "0.0017487439362439362\n",
      "0.00524948024948025\n",
      "0.004648879648879649\n",
      "0.004070296257796258\n",
      "0.004669092169092169\n",
      "0.004648879648879649\n",
      "0.00524948024948025\n",
      "0.0017487439362439362\n",
      "0.004669092169092169\n",
      "0.00233021483021483\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.025587606837606837\n",
      "0.0448100744975745\n",
      "0.0005836365211365211\n",
      "0.005803880803880804\n",
      "0.006408090783090783\n",
      "0.005226741164241164\n",
      "0.005829146454146454\n",
      "0.006380298567798568\n",
      "0.006986313236313236\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.00233021483021483\n",
      "0.0029235966735966738\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0029109638484638486\n",
      "0.003506150381150381\n",
      "0.004070296257796258\n",
      "0.004669092169092169\n",
      "0.003490990990990991\n",
      "0.004087982212982213\n",
      "0.004648879648879649\n",
      "0.00524948024948025\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.08738738738738738\n",
      "0.0016364922614922615\n",
      "0.007530968468468469\n",
      "0.008140592515592515\n",
      "3.970316470316471e-06\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0011665511665511666\n",
      "0.004087982212982213\n",
      "0.00233021483021483\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.005803880803880804\n",
      "0.006408090783090783\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0017487439362439362\n",
      "0.00233021483021483\n",
      "0.004669092169092169\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.004648879648879649\n",
      "0.00524948024948025\n",
      "0.005226741164241164\n",
      "0.005829146454146454\n",
      "0.0005861630861630862\n",
      "0.00029524717024717026\n",
      "0.0002909159159159159\n",
      "0.0004291551166551167\n",
      "0.0008763571263571264\n",
      "0.003506150381150381\n",
      "0.00011622199122199123\n",
      "0.0004713848463848464\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.007129244629244629\n",
      "0.007696999884499884\n",
      "0.0009016227766227766\n",
      "0.0076612670362670365\n",
      "0.0073515823515823515\n",
      "0.0074981231231231234\n",
      "0.00716966966966967\n",
      "0.0014322014322014323\n",
      "0.0008756352506352507\n",
      "0.0004713848463848464\n",
      "0.0010553823053823055\n",
      "0.037161440286440285\n",
      "0.04673712173712174\n",
      "0.007881078193578193\n",
      "0.006968266343266343\n",
      "0.006642339454839455\n",
      "0.006438409563409564\n",
      "0.010798899861399862\n",
      "0.0005836365211365211\n",
      "0.0117239835989836\n",
      "0.010026492838992838\n",
      "0.00966699872949873\n",
      "0.010113839801339801\n",
      "0.010022161584661585\n",
      "0.0005836365211365211\n",
      "0.0006648475398475398\n",
      "0.010828496765996766\n",
      "0.010444458881958883\n",
      "0.010471529221529222\n",
      "0.010089296026796027\n",
      "0.012937456687456687\n",
      "0.039378320628320626\n",
      "0.024748065373065373\n",
      "0.0019317394317394318\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0011665511665511666\n",
      "0.0023403210903210903\n",
      "0.0005836365211365211\n",
      "0.00233021483021483\n",
      "0.0029235966735966738\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.03911122661122661\n",
      "0.04035862785862786\n",
      "0.01869441556941557\n",
      "0.01724669380919381\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0011665511665511666\n",
      "0.04070837664587665\n",
      "0.04249104874104874\n",
      "0.0005861630861630862\n",
      "0.04017671517671518\n",
      "0.0408928158928159\n",
      "0.05268285112035112\n",
      "0.0511477823977824\n",
      "0.02012192480942481\n",
      "0.03175964425964426\n",
      "0.002246838184338184\n",
      "0.000731981981981982\n",
      "0.006955994455994456\n",
      "0.007563813813813814\n",
      "0.002130977130977131\n",
      "0.0006139553014553015\n",
      "0.0020147551397551398\n",
      "0.0004955676830676831\n",
      "0.0018981722106722106\n",
      "0.00037681912681912684\n",
      "0.0023973492723492725\n",
      "0.00025770963270963274\n",
      "0.0007543601293601294\n",
      "0.03341526622776623\n",
      "0.0029235966735966738\n",
      "0.00233021483021483\n",
      "0.00524948024948025\n",
      "0.004648879648879649\n",
      "0.0017541580041580043\n",
      "0.007538187225687226\n",
      "0.0005836365211365211\n",
      "0.000604931854931855\n",
      "0.006961769461769462\n",
      "0.0005836365211365211\n",
      "0.002328049203049203\n",
      "0.008690300877800879\n",
      "0.0034751097251097254\n",
      "0.00926527489027489\n",
      "0.00922484984984985\n",
      "0.004047557172557173\n",
      "0.013868676368676369\n",
      "0.013808038808038808\n",
      "0.014437514437514438\n",
      "0.03263527951027951\n",
      "0.051477679602679606\n",
      "0.02567711942711943\n",
      "0.04514538577038577\n",
      "0.025600961538461538\n",
      "0.04501653095403096\n",
      "0.07310038403788403\n",
      "0.02580344767844768\n",
      "0.0005836365211365211\n",
      "0.025793341418341418\n",
      "0.044947230884730884\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.025925444675444675\n",
      "0.04506706225456226\n",
      "0.0005836365211365211\n",
      "0.025668456918456917\n",
      "0.04487143393393393\n",
      "0.02993762993762994\n",
      "0.04740774428274428\n",
      "0.003490990990990991\n",
      "0.032269649457149455\n",
      "0.04892332236082236\n",
      "0.008599705474705475\n",
      "0.008503335065835066\n",
      "0.006383547008547008\n",
      "0.0058417792792792795\n",
      "0.006703337953337954\n",
      "0.0059435637560637565\n",
      "0.006279235966735967\n",
      "0.00576237294987295\n",
      "0.007273258835758836\n",
      "0.006260828135828136\n",
      "0.006197303072303073\n",
      "0.005692351004851005\n",
      "0.006124754562254562\n",
      "0.005625577500577501\n",
      "0.0005861630861630862\n",
      "0.00233021483021483\n",
      "0.0029235966735966738\n",
      "0.04447440228690229\n",
      "0.022255789443289445\n",
      "0.0240514553014553\n",
      "0.0005861630861630862\n",
      "0.02709704897204897\n",
      "0.011445700508200509\n",
      "0.011448227073227074\n",
      "0.10028477997227997\n",
      "0.10028730653730654\n",
      "0.027094522407022408\n",
      "0.08116265303765303\n",
      "0.10028983310233311\n",
      "0.10028225340725341\n",
      "0.0811651796026796\n",
      "0.0011665511665511666\n",
      "0.026131179256179256\n",
      "0.04519411238161238\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.026411988911988912\n",
      "0.04539226726726727\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.03784000346500346\n",
      "0.050893321205821206\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.025313655001155\n",
      "0.044700710325710324\n",
      "0.0005861630861630862\n",
      "0.02537140505890506\n",
      "0.044937846500346504\n",
      "0.0011665511665511666\n",
      "0.06100860475860476\n",
      "0.027958968583968586\n",
      "0.04328799953799954\n",
      "0.0005861630861630862\n",
      "0.05089584777084777\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.02795644201894202\n",
      "0.0378374768999769\n",
      "0.06448118791868793\n",
      "0.053740759990759994\n",
      "0.044812601062601064\n",
      "0.04481512762762763\n",
      "0.03023973492723493\n",
      "0.013050791175791176\n",
      "0.03024226149226149\n",
      "0.02437918687918688\n",
      "0.014245134557634558\n",
      "0.015326504389004389\n",
      "0.021292446292446292\n",
      "0.029056219681219683\n",
      "0.07384030665280665\n",
      "0.050903427465927464\n",
      "0.0011665511665511666\n",
      "0.02237128955878956\n",
      "0.003490990990990991\n",
      "0.004087982212982213\n",
      "0.003317018942018942\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.006025857588357588\n",
      "0.006096601409101409\n",
      "0.0005237208362208363\n",
      "0.00012091418341418342\n",
      "0.003322072072072072\n",
      "0.0005861630861630862\n",
      "0.0033195455070455073\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.011406358281358282\n",
      "0.0010683760683760685\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0003381987756987757\n",
      "0.0241124537999538\n",
      "0.024511651074151073\n",
      "0.004087982212982213\n",
      "0.003490990990990991\n",
      "0.0005861630861630862\n",
      "0.003506150381150381\n",
      "0.0005836365211365211\n",
      "0.00233021483021483\n",
      "0.020456514206514207\n",
      "0.02209625490875491\n",
      "0.0003779019404019404\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0017487439362439362\n",
      "0.007928361053361054\n",
      "0.00744289963039963\n",
      "0.008364013051513053\n",
      "0.008166580041580041\n",
      "0.007224171286671287\n",
      "0.0069971413721413725\n",
      "0.006451042388542389\n",
      "0.006179617117117117\n",
      "0.006430829868329869\n",
      "0.005992651305151305\n",
      "0.0066354816354816356\n",
      "0.006372357934857935\n",
      "0.006825695888195888\n",
      "0.006565820628320628\n",
      "0.0064427408177408175\n",
      "0.00596991221991222\n",
      "0.007016632016632017\n",
      "0.006775886463386464\n",
      "0.01804978054978055\n",
      "0.01924123642873643\n",
      "0.01839267151767152\n",
      "0.019491727304227303\n",
      "0.0011719652344652344\n",
      "0.0023403210903210903\n",
      "2.1656271656271655e-06\n",
      "0.0011694386694386695\n",
      "0.0052296286671286675\n",
      "0.0006038490413490413\n",
      "0.003490990990990991\n",
      "0.0017458564333564335\n",
      "0.0017581283206283206\n",
      "0.0005836365211365211\n",
      "0.0057786151536151536\n",
      "5.233598983598984e-05\n",
      "0.005807490182490183\n",
      "0.005252367752367752\n",
      "0.003506150381150381\n",
      "3.2484407484407486e-06\n",
      "0.0011669121044121044\n",
      "0.001167994917994918\n",
      "0.0023345460845460844\n",
      "0.006927841302841303\n",
      "0.0005861630861630862\n",
      "0.00233021483021483\n",
      "0.0011665511665511666\n",
      "0.005249841187341188\n",
      "4.692192192192192e-06\n",
      "0.0034866597366597367\n",
      "0.0080756237006237\n",
      "0.004065243127743128\n",
      "0.008648793023793023\n",
      "0.0029109638484638486\n",
      "0.007501732501732502\n",
      "0.0023403210903210903\n",
      "0.0011665511665511666\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0011665511665511666\n",
      "0.0005861630861630862\n",
      "0.0029235966735966738\n",
      "0.00233021483021483\n",
      "0.003506150381150381\n",
      "0.0029109638484638486\n",
      "0.0023403210903210903\n",
      "0.0017487439362439362\n",
      "0.0005861630861630862\n",
      "0.008624971124971126\n",
      "0.018166002541002542\n",
      "0.0005836365211365211\n",
      "0.01725355162855163\n",
      "0.008214584777084777\n",
      "0.007858700046200047\n",
      "0.016840638715638716\n",
      "0.02404495841995842\n",
      "0.024121477246477247\n",
      "0.024457871332871334\n",
      "0.02457301051051051\n",
      "0.024516704204204206\n",
      "0.02468778875028875\n",
      "0.024628955878955878\n",
      "0.02480942480942481\n",
      "0.001962780087780088\n",
      "0.0014036873411873412\n",
      "0.04531755313005313\n",
      "0.045320079695079694\n",
      "0.04741027084777085\n",
      "0.047412797412797414\n",
      "0.04741532397782398\n",
      "0.04741785054285055\n",
      "0.04525691556941557\n",
      "0.045259442134442135\n",
      "0.04524175617925618\n",
      "0.04244268306768307\n",
      "0.045254389004389\n",
      "0.04524428274428274\n",
      "0.04524680930930931\n",
      "0.04525186243936244\n",
      "0.045249335874335876\n",
      "0.010965653153153154\n",
      "0.045309973434973436\n",
      "0.0453125\n",
      "0.04531502656502657\n",
      "0.053755919380919386\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.053753392815892816\n",
      "0.0731029106029106\n",
      "0.07310796373296373\n",
      "7.218757218757219e-07\n",
      "7.218757218757219e-07\n",
      "7.218757218757219e-07\n",
      "7.218757218757219e-07\n",
      "0.07310543716793717\n",
      "0.07384535978285979\n",
      "0.07384788634788635\n",
      "0.05374833968583969\n",
      "0.05375086625086625\n",
      "0.0005861630861630862\n",
      "0.07384283321783322\n",
      "0.05374328655578656\n",
      "0.07385041291291292\n",
      "0.07385293947793949\n",
      "0.05374581312081312\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.013299116424116424\n",
      "0.012673250173250173\n",
      "0.0011665511665511666\n",
      "0.0023403210903210903\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.028379100254100256\n",
      "0.030615832178332178\n",
      "0.02823797355047355\n",
      "0.030449078886578888\n",
      "0.009251559251559252\n",
      "0.009866597366597367\n",
      "0.008678750866250867\n",
      "0.009291984291984292\n",
      "0.008105220605220606\n",
      "0.008716649341649342\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.02525987525987526\n",
      "0.023842111342111342\n",
      "0.024758171633171632\n",
      "0.02333427177177177\n",
      "0.025765188265188265\n",
      "0.02637048105798106\n",
      "0.00233021483021483\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.028280925155925157\n",
      "0.027881006006006008\n",
      "0.0011665511665511666\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.021228199353199355\n",
      "0.020805902055902055\n",
      "0.0011665511665511666\n",
      "0.0005861630861630862\n",
      "0.02274413836913837\n",
      "0.02181941556941557\n",
      "0.0005836365211365211\n",
      "0.01920261607761608\n",
      "0.019282383344883344\n",
      "0.0017487439362439362\n",
      "0.023752598752598754\n",
      "0.02283004158004158\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.008716649341649342\n",
      "0.008105220605220606\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0015451749826749827\n",
      "0.0010860620235620237\n",
      "0.0020183645183645183\n",
      "0.0015552812427812427\n",
      "0.0010734291984291985\n",
      "0.0007200710325710325\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.00849070224070224\n",
      "0.010409086971586972\n",
      "0.00233021483021483\n",
      "0.002907715407715408\n",
      "0.0034985706860706863\n",
      "0.0023312976437976436\n",
      "0.002920348232848233\n",
      "0.003483411295911296\n",
      "0.0040760712635712635\n",
      "0.0023320195195195197\n",
      "0.0017454954954954954\n",
      "0.0017530751905751906\n",
      "0.001170521483021483\n",
      "0.0011755746130746132\n",
      "0.0005948255948255948\n",
      "0.004058385308385309\n",
      "0.004655015592515592\n",
      "0.0005973521598521598\n",
      "1.8407830907830908e-05\n",
      "0.04188792157542157\n",
      "0.04416146916146916\n",
      "0.0005861630861630862\n",
      "1.8407830907830908e-05\n",
      "0.0006002396627396628\n",
      "0.0005977130977130977\n",
      "0.0011813496188496188\n",
      "0.004634803072303072\n",
      "0.005233238045738046\n",
      "0.005210498960498961\n",
      "0.005810738623238623\n",
      "0.0017541580041580043\n",
      "0.002341403903903904\n",
      "0.0011762964887964888\n",
      "0.0017617376992376992\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.011698357010857011\n",
      "0.010285285285285285\n",
      "0.0011665511665511666\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.013082553707553709\n",
      "0.011596211596211596\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.01228415915915916\n",
      "0.010892743705243705\n",
      "0.0011665511665511666\n",
      "0.011354022291522292\n",
      "0.009691903441903443\n",
      "0.0005836365211365211\n",
      "0.010570787133287133\n",
      "0.009179010741510741\n",
      "0.0017487439362439362\n",
      "0.011193044005544005\n",
      "0.009342515592515593\n",
      "0.0005861630861630862\n",
      "0.012884037884037884\n",
      "0.011093786093786095\n",
      "0.036356909794409795\n",
      "0.03438474532224532\n",
      "0.006323631323631324\n",
      "0.0070047210672210675\n",
      "0.005808933933933934\n",
      "0.006482443982443983\n",
      "0.005660227535227535\n",
      "0.005965220027720028\n",
      "0.0005861630861630862\n",
      "0.0035574035574035576\n",
      "0.0027478199353199355\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.031762170824670824\n",
      "0.031764697389697394\n",
      "0.03176722395472396\n",
      "0.038202746015246015\n",
      "0.03820527258027258\n",
      "0.03990456802956803\n",
      "0.03176975051975052\n",
      "0.03345063813813814\n",
      "0.039947519635019635\n",
      "0.03820779914529915\n",
      "0.03341779279279279\n",
      "0.03342031935781936\n",
      "0.033422845922845924\n",
      "0.0334531647031647\n",
      "0.03342537248787249\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.055857299607299606\n",
      "0.05546387733887734\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.00233021483021483\n",
      "0.0029235966735966738\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "7.218757218757219e-07\n",
      "7.218757218757219e-07\n",
      "7.218757218757219e-07\n",
      "7.218757218757219e-07\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0017487439362439362\n",
      "0.00233021483021483\n",
      "0.004669092169092169\n",
      "0.005803880803880804\n",
      "0.006408090783090783\n",
      "0.005226741164241164\n",
      "0.005829146454146454\n",
      "0.006380298567798568\n",
      "0.006986313236313236\n",
      "0.008140592515592515\n",
      "0.007530968468468469\n",
      "0.006955994455994456\n",
      "0.007563813813813814\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.004648879648879649\n",
      "0.00524948024948025\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.002135669323169323\n",
      "0.001544453106953107\n",
      "0.00155239373989374\n",
      "0.000962982212982213\n",
      "0.00030535343035343037\n",
      "0.0007879273504273504\n",
      "0.0009683962808962809\n",
      "0.0006060146685146685\n",
      "0.0006089021714021715\n",
      "0.0003049924924924925\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n",
      "0.00233021483021483\n",
      "0.0029235966735966738\n",
      "0.0017487439362439362\n",
      "0.0023403210903210903\n",
      "0.0029109638484638486\n",
      "0.003506150381150381\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "0.003490990990990991\n",
      "0.004087982212982213\n",
      "0.0005861630861630862\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0011716042966042966\n",
      "0.0005861630861630862\n",
      "0.0011665511665511666\n",
      "0.0017563236313236313\n",
      "1.0828135828135827e-06\n",
      "1.4437514437514438e-06\n",
      "1.0828135828135827e-06\n",
      "1.0828135828135827e-06\n",
      "1.4437514437514438e-06\n",
      "1.0828135828135827e-06\n",
      "0.0011716042966042966\n",
      "0.0005836365211365211\n",
      "0.0017563236313236313\n",
      "0.0011665511665511666\n",
      "0.0005861630861630862\n",
      "0.0005861630861630862\n"
     ]
    }
   ],
   "source": [
    "for i in ep:\n",
    "    print(i)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "lts0 = []\n",
    "lts1 = []\n",
    "lts2 = []\n",
    "lts3 = []\n",
    "lts4 = []\n",
    "\n",
    "for e in g.edges():\n",
    "    if elts[e] == 0:\n",
    "        lts0.append(ep[e])\n",
    "    elif elts[e] == 1:\n",
    "        lts1.append(ep[e])\n",
    "    elif elts[e] == 2:\n",
    "        lts2.append(ep[e])\n",
    "    elif elts[e] == 3:\n",
    "        lts3.append(ep[e])\n",
    "    elif elts[e] == 4:\n",
    "        lts4.append(ep[e])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0063355928310256954\n",
      "0.002452640777594015\n",
      "0.01023852303240277\n"
     ]
    }
   ],
   "source": [
    "import statistics\n",
    "\n",
    "print(statistics.mean(lts1))\n",
    "print(statistics.mean(lts2))\n",
    "print(statistics.mean(lts3))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "ate",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}