covid19_retrain.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import covid19_model as model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Growth stabilized: Afghanistan_cases | Fastest grow day: 89.97753451458219 | Infections: 1081.0294687761693\n",
      "Growth stabilized: Albania_cases | Fastest grow day: 77.10207034404671 | Infections: 370.6516335815244\n",
      "Growth stabilized: Algeria_cases | Fastest grow day: 80.04946840990239 | Infections: 1741.891992655307\n",
      "Growth stabilized: Andorra_cases | Fastest grow day: 70.42974904265509 | Infections: 369.31839064309645\n",
      "Growth stabilized: Angola_cases | Fastest grow day: 75.55023269216541 | Infections: 13.091519077580331\n",
      "Growth stabilized: Antigua and Barbuda_cases | Fastest grow day: 73.51372197122394 | Infections: 12.911494199467322\n",
      "Growth stabilized: Argentina_cases | Fastest grow day: 81.24908260751504 | Infections: 2073.587758821389\n",
      "Growth stabilized: Armenia_cases | Fastest grow day: 77.73123877517887 | Infections: 853.7026286009838\n",
      "Growth stabilized: Australia_australian capital territory_cases | Fastest grow day: 66.1130128983252 | Infections: 54.516745426381554\n",
      "Growth stabilized: Australia_new south wales_cases | Fastest grow day: 67.14106783766552 | Infections: 1539.590077016567\n",
      "Growth stabilized: Australia_northern territory_cases | Fastest grow day: 68.1292889897156 | Infections: 15.065082566563564\n",
      "Growth stabilized: Australia_queensland_cases | Fastest grow day: 65.88809744174011 | Infections: 524.8588455024368\n",
      "Growth stabilized: Australia_south australia_cases | Fastest grow day: 65.70003507589024 | Infections: 228.02333800382075\n",
      "Growth stabilized: Australia_tasmania_cases | Fastest grow day: 80.18883550725286 | Infections: 126.78583043099809\n",
      "Growth stabilized: Australia_victoria_cases | Fastest grow day: 67.31687589061322 | Infections: 689.2700994547039\n",
      "Growth stabilized: Australia_western australia_cases | Fastest grow day: 67.61738667310371 | Infections: 280.756764470448\n",
      "Growth stabilized: Austria_cases | Fastest grow day: 66.75979713543663 | Infections: 7542.325936785204\n",
      "Growth stabilized: Azerbaijan_cases | Fastest grow day: 79.85544143262558 | Infections: 903.0434896636863\n",
      "Growth stabilized: Bahamas_cases | Fastest grow day: 79.65329436286629 | Infections: 39.24379283224144\n",
      "Growth increasing: Bahrain_cases | Fastest grow day: 106.6694390576027 | Infections: 4260.069834340918\n",
      "Growth increasing: Bangladesh_cases | Fastest grow day: 106.59789210242208 | Infections: 9771.528207630708\n",
      "Growth stabilized: Barbados_cases | Fastest grow day: 70.98458516881327 | Infections: 40.26303529532442\n",
      "Growth increasing: Belarus_cases | Fastest grow day: 104.19203397264923 | Infections: 17161.248839920623\n",
      "Growth stabilized: Belgium_cases | Fastest grow day: 78.35572338583593 | Infections: 24107.45179532343\n",
      "Growth stabilized: Benin_cases | Fastest grow day: 81.0956868566006 | Infections: 30.68395159567665\n",
      "Growth stabilized: Bhutan_cases | Fastest grow day: 65.91621350575463 | Infections: 3.0020462502699408\n",
      "Growth increasing: Bolivia_cases | Fastest grow day: 100.06498049212956 | Infections: 1108.5726553451245\n",
      "Growth stabilized: Bosnia_cases | Fastest grow day: 77.35158525550516 | Infections: 765.7674110205818\n",
      "Growth stabilized: Brazil_cases | Fastest grow day: 92.50664152324578 | Infections: 49197.3878983972\n",
      "Growth stabilized: Brunei_cases | Fastest grow day: 58.080515216824665 | Infections: 69.36587019742471\n",
      "Growth stabilized: Bulgaria_cases | Fastest grow day: 83.22166275504884 | Infections: 755.2991618390546\n",
      "Growth stabilized: Burkina Faso_cases | Fastest grow day: 73.44809169444527 | Infections: 318.3559037650886\n",
      "Growth increasing: Cabo Verde_cases | Fastest grow day: 103.74103031591041 | Infections: 167.0113154437076\n",
      "Growth stabilized: Cambodia_cases | Fastest grow day: 60.62146322617981 | Infections: 61.92123866143363\n",
      "Growth stabilized: Cameroon_cases | Fastest grow day: 80.27283801429182 | Infections: 739.4637653357964\n",
      "Growth increasing: Canada_alberta_cases | Fastest grow day: 108.21777386478193 | Infections: 8395.430570981023\n",
      "Growth stabilized: Canada_british columbia_cases | Fastest grow day: 68.98959976276247 | Infections: 877.6592136233129\n",
      "Growth stabilized: Canada_grand princess_cases | Fastest grow day: 54.88923631500203 | Infections: 5.805116171194845\n",
      "Growth stabilized: Canada_manitoba_cases | Fastest grow day: 72.10085697101498 | Infections: 140.0586047206339\n",
      "Growth stabilized: Canada_new brunswick_cases | Fastest grow day: 69.0059748859617 | Infections: 62.4405995942066\n",
      "Growth stabilized: Canada_newfoundland and labrador_cases | Fastest grow day: 69.51150161615242 | Infections: 135.90204992048928\n",
      "Growth stabilized: Canada_nova scotia_cases | Fastest grow day: 75.90050715245575 | Infections: 304.54894069844664\n",
      "Growth stabilized: Canada_ontario_cases | Fastest grow day: 85.92234191975837 | Infections: 9680.738017418696\n",
      "Growth stabilized: Canada_prince edward island_cases | Fastest grow day: 68.67842276392652 | Infections: 13.838674887474184\n",
      "Growth stabilized: Canada_quebec_cases | Fastest grow day: 82.18354141276325 | Infections: 13071.61433698121\n",
      "Growth stabilized: Canada_saskatchewan_cases | Fastest grow day: 70.26073628582307 | Infections: 168.86275390047848\n",
      "Growth stabilized: Central African Republic_cases | Fastest grow day: 82.10554582987609 | Infections: 9.769085801191116\n",
      "Growth stabilized: Chad_cases | Fastest grow day: 88.68118356029689 | Infections: 30.069765313843426\n",
      "Growth stabilized: Chile_cases | Fastest grow day: 82.03734665451434 | Infections: 7265.32179042571\n",
      "Growth stabilized: China_anhui_cases | Fastest grow day: 14.326483035403557 | Infections: 495.6214819163673\n",
      "Growth stabilized: China_beijing_cases | Fastest grow day: 23.55074776257717 | Infections: 295.3974792092276\n",
      "Growth stabilized: China_chongqing_cases | Fastest grow day: 12.311146719398332 | Infections: 288.32863186869275\n",
      "Growth stabilized: China_fujian_cases | Fastest grow day: 13.018269341306237 | Infections: 161.21961340668335\n",
      "Growth stabilized: China_gansu_cases | Fastest grow day: 22.336409013895988 | Infections: 69.68684986245258\n",
      "Growth stabilized: China_guangdong_cases | Fastest grow day: 13.625879422161237 | Infections: 721.619383682344\n",
      "Growth stabilized: China_guangxi_cases | Fastest grow day: 13.233415718339808 | Infections: 126.56473968368213\n",
      "Growth stabilized: China_guizhou_cases | Fastest grow day: 15.86812435414376 | Infections: 73.27966153346598\n",
      "Growth stabilized: China_hainan_cases | Fastest grow day: 13.502974657910066 | Infections: 84.25434731179853\n",
      "Growth stabilized: China_hebei_cases | Fastest grow day: 16.05322901162823 | Infections: 161.05371086488418\n",
      "Growth increasing: China_heilongjiang_cases | Fastest grow day: 262.12779373908563 | Infections: 7634.3701567512035\n",
      "Growth stabilized: China_henan_cases | Fastest grow day: 13.709160812808841 | Infections: 636.7649089035596\n",
      "Growth stabilized: China_hong kong_cases | Fastest grow day: 65.89693261837407 | Infections: 538.952423577526\n",
      "Growth stabilized: China_hubei_cases | Fastest grow day: 19.707871454909828 | Infections: 33908.20713779751\n",
      "Growth stabilized: China_hunan_cases | Fastest grow day: 12.910312009710006 | Infections: 509.10028188216506\n",
      "Growth increasing: China_inner mongolia_cases | Fastest grow day: 532.0391408008534 | Infections: 1310602.0048789543\n",
      "Growth stabilized: China_jiangsu_cases | Fastest grow day: 14.635827971297969 | Infections: 320.6393117766376\n",
      "Growth stabilized: China_jiangxi_cases | Fastest grow day: 14.095606104777756 | Infections: 468.2905205806817\n",
      "Growth stabilized: China_jilin_cases | Fastest grow day: 15.028082601961692 | Infections: 48.03443514816786\n",
      "Growth stabilized: China_liaoning_cases | Fastest grow day: 12.351595438866577 | Infections: 66.23130371574543\n",
      "Growth stabilized: China_macau_cases | Fastest grow day: 69.05168381219539 | Infections: 32.069328025999496\n",
      "Growth stabilized: China_ningxia_cases | Fastest grow day: 15.499995790544146 | Infections: 37.39462697953588\n",
      "Growth stabilized: China_qinghai_cases | Fastest grow day: 10.02193410336268 | Infections: 9.026182272580042\n",
      "Growth stabilized: China_shaanxi_cases | Fastest grow day: 13.00130604515715 | Infections: 125.87534601239875\n",
      "Growth stabilized: China_shandong_cases | Fastest grow day: 18.432950559666637 | Infections: 388.2856458263104\n",
      "Growth stabilized: China_shanghai_cases | Fastest grow day: 68.88760149261307 | Infections: 494.11917534989857\n",
      "Growth stabilized: China_shanxi_cases | Fastest grow day: 14.003295996196028 | Infections: 73.97689241988478\n",
      "Growth stabilized: China_sichuan_cases | Fastest grow day: 14.52173196157225 | Infections: 273.92121486969376\n",
      "Growth stabilized: China_tianjin_cases | Fastest grow day: 20.42392765076043 | Infections: 85.03798942926285\n",
      "Growth stabilized: China_tibet_cases | Fastest grow day: 8.45166987502614 | Infections: 0.5012470989401018\n",
      "Growth stabilized: China_xinjiang_cases | Fastest grow day: 16.44872498030846 | Infections: 38.186118937255394\n",
      "Growth stabilized: China_yunnan_cases | Fastest grow day: 11.546127860183352 | Infections: 88.94323238620355\n",
      "Growth stabilized: China_zhejiang_cases | Fastest grow day: 11.791528518380936 | Infections: 616.4155098335075\n",
      "Growth stabilized: Colombia_cases | Fastest grow day: 83.97793084123076 | Infections: 3012.1770031649253\n",
      "Growth stabilized: Congo_cases | Fastest grow day: 94.0011693921574 | Infections: 200.58350663446384\n",
      "Growth stabilized: DRC_cases | Fastest grow day: 82.70394225545705 | Infections: 241.83207494915683\n",
      "Growth stabilized: Costa Rica_cases | Fastest grow day: 70.3140056018188 | Infections: 346.829142775154\n",
      "Growth stabilized: Cote d'Ivoire_cases | Fastest grow day: 85.15096605872687 | Infections: 674.6267287217444\n",
      "Growth stabilized: Croatia_cases | Fastest grow day: 72.65345895177734 | Infections: 1008.348387470743\n",
      "Growth stabilized: Diamond Princess_cases | Fastest grow day: 25.474470111011588 | Infections: 355.5342525299566\n",
      "Growth stabilized: Cuba_cases | Fastest grow day: 85.55292217332997 | Infections: 847.4293665790497\n",
      "Growth stabilized: Cyprus_cases | Fastest grow day: 74.63383713609134 | Infections: 424.8336497879472\n",
      "Growth stabilized: Czechia_cases | Fastest grow day: 71.44461172859228 | Infections: 3605.8112815332406\n",
      "Growth stabilized: Denmark_faroe islands_cases | Fastest grow day: 60.848901044308846 | Infections: 95.23172909221284\n",
      "Growth stabilized: Denmark_greenland_cases | Fastest grow day: 63.55837907710534 | Infections: 5.793765899393218\n",
      "Growth stabilized: Denmark_cases | Fastest grow day: 75.71729084218504 | Infections: 4518.234054763958\n",
      "Growth increasing: Djibouti_cases | Fastest grow day: 99.42288086861423 | Infections: 1494.7541239401285\n",
      "Growth stabilized: Dominican Republic_cases | Fastest grow day: 85.56086279591031 | Infections: 3829.082689457589\n",
      "Growth increasing: Ecuador_cases | Fastest grow day: 128.46937030232576 | Infections: 195918.66317864467\n",
      "Growth stabilized: Egypt_cases | Fastest grow day: 89.62692844856147 | Infections: 3309.9689164895394\n",
      "Growth stabilized: El Salvador_cases | Fastest grow day: 87.16021665999051 | Infections: 184.13802606335057\n",
      "Growth increasing: Equatorial Guinea_cases | Fastest grow day: 110.4838249918166 | Infections: 472.6169550702401\n",
      "Growth stabilized: Eritrea_cases | Fastest grow day: 73.08442897427872 | Infections: 20.934702207707705\n",
      "Growth stabilized: Estonia_cases | Fastest grow day: 70.93922871462915 | Infections: 818.8263909836766\n",
      "Growth increasing: Swaziland_cases | Fastest grow day: 140.1233134152257 | Infections: 863.0778445460917\n",
      "Growth stabilized: Ethiopia_cases | Fastest grow day: 81.73132989877472 | Infections: 72.01513985923702\n",
      "Growth stabilized: Fiji_cases | Fastest grow day: 73.17535241571487 | Infections: 9.626895997359341\n",
      "Growth stabilized: Finland_cases | Fastest grow day: 78.71135098696921 | Infections: 2511.4877843220775\n",
      "Growth stabilized: France_french guiana_cases | Fastest grow day: 72.62368628809179 | Infections: 54.17667668691994\n",
      "Growth stabilized: France_french polynesia_cases | Fastest grow day: 66.89132334254941 | Infections: 28.307751912426003\n",
      "Growth stabilized: France_guadeloupe_cases | Fastest grow day: 64.55570296835607 | Infections: 75.68360372563204\n",
      "Growth stabilized: France_mayotte_cases | Fastest grow day: 82.06880179521919 | Infections: 206.75261910638505\n",
      "Growth stabilized: France_new caledonia_cases | Fastest grow day: 63.5095807895891 | Infections: 9.494096692088087\n",
      "Growth stabilized: France_reunion_cases | Fastest grow day: 68.97261740034972 | Infections: 214.78819532919564\n",
      "Growth stabilized: France_saint barthelemy_cases | Fastest grow day: 59.10282295392704 | Infections: 3.1846634180740803\n",
      "Growth stabilized: France_st martin_cases | Fastest grow day: 71.11113367247853 | Infections: 19.50182952224799\n",
      "Growth stabilized: France_martinique_cases | Fastest grow day: 66.26235399322469 | Infections: 84.63894545001521\n",
      "Growth stabilized: France_cases | Fastest grow day: 78.29912753261404 | Infections: 91848.8049118049\n",
      "Growth increasing: Gabon_cases | Fastest grow day: 101.76489323245721 | Infections: 292.6711389710963\n",
      "Growth stabilized: Gambia_cases | Fastest grow day: 78.81616756332201 | Infections: 6.173798195740414\n",
      "Growth stabilized: Georgia_cases | Fastest grow day: 84.41415816390635 | Infections: 308.703645377336\n",
      "Growth stabilized: Germany_cases | Fastest grow day: 71.08714361265643 | Infections: 76883.68645377492\n",
      "Growth stabilized: Ghana_cases | Fastest grow day: 92.60620766751568 | Infections: 1159.276730426411\n",
      "Growth stabilized: Greece_cases | Fastest grow day: 68.98938584471732 | Infections: 1228.8096445167002\n",
      "Growth increasing: Guatemala_cases | Fastest grow day: 113.18565441009011 | Infections: 1669.8690374302216\n",
      "Growth increasing: Guinea_cases | Fastest grow day: 103.94586838966292 | Infections: 1802.9826054485914\n",
      "Growth stabilized: Guyana_cases | Fastest grow day: 81.32257906976201 | Infections: 43.06607607333671\n",
      "Growth stabilized: Haiti_cases | Fastest grow day: 91.43235226860136 | Infections: 60.77564188108394\n",
      "Growth stabilized: Holy See_cases | Fastest grow day: 66.21546413626223 | Infections: 4.354985598779204\n",
      "Growth stabilized: Honduras_cases | Fastest grow day: 76.9915940160845 | Infections: 288.83627331349504\n",
      "Growth stabilized: Hungary_cases | Fastest grow day: 84.08545264446616 | Infections: 1510.6931025773922\n",
      "Growth stabilized: Iceland_cases | Fastest grow day: 66.38040377792508 | Infections: 904.5213940730277\n",
      "Growth stabilized: India_cases | Fastest grow day: 94.81033115294694 | Infections: 25904.988811488907\n",
      "Growth stabilized: Indonesia_cases | Fastest grow day: 87.13294349637438 | Infections: 5904.985307427372\n",
      "Growth stabilized: Iran_cases | Fastest grow day: 71.10761990884437 | Infections: 46877.015023743355\n",
      "Growth stabilized: Iraq_cases | Fastest grow day: 73.644899684619 | Infections: 882.4546444809472\n",
      "Growth stabilized: Ireland_cases | Fastest grow day: 84.19715096235056 | Infections: 11445.223618342023\n",
      "Growth stabilized: Israel_cases | Fastest grow day: 74.57249100438798 | Infections: 7616.795072113575\n",
      "Growth stabilized: Italy_cases | Fastest grow day: 68.84521162206079 | Infections: 96689.69755448504\n",
      "Growth increasing: Jamaica_cases | Fastest grow day: 118.7323835038023 | Infections: 1682.1774116018084\n",
      "Growth stabilized: Japan_cases | Fastest grow day: 88.63527793118178 | Infections: 10046.156384577002\n",
      "Growth stabilized: Jordan_cases | Fastest grow day: 66.76455618071739 | Infections: 213.02627473477418\n",
      "Growth stabilized: Kazakhstan_cases | Fastest grow day: 93.86139603411107 | Infections: 2407.3690814172583\n",
      "Growth stabilized: Kenya_cases | Fastest grow day: 79.29940239002869 | Infections: 175.23672425283104\n",
      "Growth stabilized: S. Korea_cases | Fastest grow day: 43.52043247930151 | Infections: 5045.162532477078\n",
      "Growth increasing: Kuwait_cases | Fastest grow day: 95.53954104876291 | Infections: 2833.399037391493\n",
      "Growth stabilized: Kyrgyzstan_cases | Fastest grow day: 83.94069750360374 | Infections: 410.1803698429133\n",
      "Growth stabilized: Latvia_cases | Fastest grow day: -0.009246484186606712 | Infections: 101.3315793359483\n",
      "Growth stabilized: Lebanon_cases | Fastest grow day: 65.29051165676272 | Infections: 342.3187799451281\n",
      "Growth stabilized: Liberia_cases | Fastest grow day: 92.88225366007484 | Infections: 108.70076985684598\n",
      "Growth stabilized: Liechtenstein_cases | Fastest grow day: 62.22475360348709 | Infections: 40.921467251306666\n",
      "Growth stabilized: Lithuania_cases | Fastest grow day: 73.74760400749692 | Infections: 699.1444379779657\n",
      "Growth stabilized: Luxembourg_cases | Fastest grow day: 68.18235228827956 | Infections: 1831.316161472218\n",
      "Growth stabilized: Madagascar_cases | Fastest grow day: 73.4615276953084 | Infections: 64.89262790088048\n",
      "Growth stabilized: Malaysia_cases | Fastest grow day: 70.89464279712423 | Infections: 2920.4082746685363\n",
      "Growth increasing: Maldives_cases | Fastest grow day: 113.63779096726161 | Infections: 388.2421923051334\n",
      "Growth stabilized: Malta_cases | Fastest grow day: 74.14017340534437 | Infections: 244.040563425782\n",
      "Growth stabilized: Mauritania_cases | Fastest grow day: 65.53671745515872 | Infections: 3.6177641858906773\n",
      "Growth stabilized: Mauritius_cases | Fastest grow day: 72.3058818825559 | Infections: 180.52900784675168\n",
      "Growth increasing: Mexico_cases | Fastest grow day: 107.20812182055984 | Infections: 30901.126440591317\n",
      "Growth stabilized: Moldova_cases | Fastest grow day: 84.80758526072587 | Infections: 1969.1780404902777\n",
      "Growth stabilized: Monaco_cases | Fastest grow day: 69.15025201876807 | Infections: 49.390014012251704\n",
      "Growth stabilized: Mongolia_cases | Fastest grow day: 90.49740184154746 | Infections: 32.878504499170276\n",
      "Growth stabilized: Montenegro_cases | Fastest grow day: 73.38194112888814 | Infections: 169.32768804150527\n",
      "Growth stabilized: Morocco_cases | Fastest grow day: 90.1708649937823 | Infections: 3065.2730160055817\n",
      "Growth stabilized: Namibia_cases | Fastest grow day: 65.85211185591206 | Infections: 8.443928749994008\n",
      "Growth increasing: Nepal_cases | Fastest grow day: 107.60796427761888 | Infections: 127.75925811311282\n",
      "Growth stabilized: Netherlands_aruba_cases | Fastest grow day: 70.90163174647887 | Infections: 51.623999341179605\n",
      "Growth stabilized: Netherlands_curacao_cases | Fastest grow day: 66.1921132795097 | Infections: 7.402861311010963\n",
      "Growth stabilized: Netherlands_sint maarten_cases | Fastest grow day: 80.0792319384196 | Infections: 41.70502505953317\n",
      "Growth stabilized: Netherlands_cases | Fastest grow day: 77.04616657184695 | Infections: 19920.829658094593\n",
      "Growth stabilized: New Zealand_cases | Fastest grow day: 72.21357559859295 | Infections: 780.2864136028804\n",
      "Growth stabilized: Nicaragua_cases | Fastest grow day: 74.88680315982168 | Infections: 5.728199612737431\n",
      "Growth stabilized: Niger_cases | Fastest grow day: 81.68142064972204 | Infections: 427.95866508044315\n",
      "Growth increasing: Nigeria_cases | Fastest grow day: 120.91456644203298 | Infections: 7136.317846452941\n",
      "Growth stabilized: Macedonia_cases | Fastest grow day: 80.90379014853143 | Infections: 789.9251605857426\n",
      "Growth stabilized: Norway_cases | Fastest grow day: 66.18918283594923 | Infections: 3669.9769188132586\n",
      "Growth increasing: Oman_cases | Fastest grow day: 95.11315471874458 | Infections: 1953.5685135313174\n",
      "Growth increasing: Pakistan_cases | Fastest grow day: 98.1059820050083 | Infections: 14332.042527071759\n",
      "Growth stabilized: Panama_cases | Fastest grow day: 82.10727937319993 | Infections: 3118.0092423520164\n",
      "Growth stabilized: Papua New Guinea_cases | Fastest grow day: 93.9476537894538 | Infections: 8.474483952044952\n",
      "Growth stabilized: Paraguay_cases | Fastest grow day: 79.2945846983774 | Infections: 129.32552270082317\n",
      "Growth increasing: Peru_cases | Fastest grow day: 98.25279129454492 | Infections: 29952.513731689978\n",
      "Growth stabilized: Philippines_cases | Fastest grow day: 77.70731555881747 | Infections: 3764.280521181235\n",
      "Growth stabilized: Poland_cases | Fastest grow day: 81.0104464986465 | Infections: 6244.779823881649\n",
      "Growth stabilized: Portugal_cases | Fastest grow day: 76.02783461400352 | Infections: 11762.10680299562\n",
      "Growth increasing: Qatar_cases | Fastest grow day: 121.65762065509517 | Infections: 60834.94584537338\n",
      "Growth stabilized: Romania_cases | Fastest grow day: 81.06034997327019 | Infections: 5924.372823938496\n",
      "Growth increasing: Russia_cases | Fastest grow day: 105.63101643148788 | Infections: 146589.7972669043\n",
      "Growth stabilized: Rwanda_cases | Fastest grow day: 71.89976670360304 | Infections: 80.89694786784214\n",
      "Growth stabilized: Saint Lucia_cases | Fastest grow day: 68.13856777672558 | Infections: 8.052010655735737\n",
      "Growth stabilized: Saint Vincent and the Grenadines_cases | Fastest grow day: 77.41487271630956 | Infections: 7.59024395885383\n",
      "Growth stabilized: San Marino_cases | Fastest grow day: 76.87622856182097 | Infections: 310.1753198729845\n",
      "Growth increasing: Saudi Arabia_cases | Fastest grow day: 109.41343018389638 | Infections: 44869.67763279513\n",
      "Growth stabilized: Senegal_cases | Fastest grow day: 90.7546984593037 | Infections: 440.28757990332014\n",
      "Growth stabilized: Serbia_cases | Fastest grow day: 84.05133902544813 | Infections: 4429.215083942029\n",
      "Growth stabilized: Seychelles_cases | Fastest grow day: 60.22917065944783 | Infections: 5.516080092290395\n",
      "Growth increasing: Singapore_cases | Fastest grow day: 108.14941707368662 | Infections: 30496.446542754253\n",
      "Growth stabilized: Slovakia_cases | Fastest grow day: 85.40028507279331 | Infections: 953.7956994388791\n",
      "Growth stabilized: Slovenia_cases | Fastest grow day: 67.68752552312617 | Infections: 691.9448606944981\n",
      "No fit found for:  Somalia_cases\n",
      "Growth stabilized: South Africa_cases | Fastest grow day: 87.7496692528595 | Infections: 3097.0220168064843\n",
      "Growth stabilized: Spain_cases | Fastest grow day: 72.3108343509319 | Infections: 107667.98863994994\n",
      "Growth increasing: Sri Lanka_cases | Fastest grow day: 97.66828621260622 | Infections: 430.7816884557888\n",
      "Growth increasing: Sudan_cases | Fastest grow day: 108.56298589810842 | Infections: 410.070047393511\n",
      "Growth stabilized: Suriname_cases | Fastest grow day: 61.99099430949601 | Infections: 5.218955856980744\n",
      "Growth stabilized: Sweden_cases | Fastest grow day: 83.37718946086156 | Infections: 11337.890587375721\n",
      "Growth stabilized: Switzerland_cases | Fastest grow day: 67.76225363855525 | Infections: 14135.08432296671\n",
      "Growth stabilized: Taiwan_cases | Fastest grow day: 63.23495596629974 | Infections: 210.96836410422614\n",
      "Growth increasing: Tanzania_cases | Fastest grow day: 106.3825717271124 | Infections: 647.8194434943626\n",
      "Growth stabilized: Thailand_cases | Fastest grow day: 68.71721165878722 | Infections: 1434.0470668580222\n",
      "Growth stabilized: Togo_cases | Fastest grow day: 73.37296399559642 | Infections: 46.898932033236186\n",
      "Growth stabilized: Trinidad and Tobago_cases | Fastest grow day: 64.85065385447975 | Infections: 58.81847453212975\n",
      "Growth stabilized: Tunisia_cases | Fastest grow day: 73.21756433000954 | Infections: 469.6380929217438\n",
      "Growth stabilized: Turkey_cases | Fastest grow day: 85.24541754102198 | Infections: 69265.85783559497\n",
      "Growth stabilized: Uganda_cases | Fastest grow day: 69.60890078391013 | Infections: 32.372854204299294\n",
      "Growth increasing: Ukraine_cases | Fastest grow day: 95.1689477345617 | Infections: 8227.407522177664\n",
      "Growth stabilized: UAE_cases | Fastest grow day: 89.8441915837436 | Infections: 7340.527701739749\n",
      "Growth stabilized: UK_bermuda_cases | Fastest grow day: 83.44377008776969 | Infections: 65.09961888961223\n",
      "Growth stabilized: UK_cayman islands_cases | Fastest grow day: 76.71657775266706 | Infections: 36.83431807318045\n",
      "Growth stabilized: UK_channel islands_cases | Fastest grow day: 75.44934043649684 | Infections: 278.2770888832205\n",
      "Growth stabilized: UK_gibraltar_cases | Fastest grow day: 70.00570237326261 | Infections: 70.8562007888311\n",
      "Growth stabilized: UK_isle of man_cases | Fastest grow day: 79.07777330018844 | Infections: 180.74307099917692\n",
      "Growth stabilized: UK_montserrat_cases | Fastest grow day: 72.22039033176777 | Infections: 5.865016389896509\n",
      "Growth stabilized: UK_cases | Fastest grow day: 82.26462430103379 | Infections: 84288.33278179874\n",
      "Growth stabilized: Uruguay_cases | Fastest grow day: 68.00169360493346 | Infections: 269.5588156741375\n",
      "Growth stabilized: USA_cases | Fastest grow day: 80.5370314926558 | Infections: 503462.3086912234\n",
      "Growth stabilized: Uzbekistan_cases | Fastest grow day: 87.43011929991677 | Infections: 1343.0036084160758\n",
      "Growth stabilized: Venezuela_cases | Fastest grow day: 79.04807776891276 | Infections: 180.51047733481653\n",
      "Growth stabilized: Vietnam_cases | Fastest grow day: 63.08172278712805 | Infections: 138.32807954003647\n",
      "Growth stabilized: Zambia_cases | Fastest grow day: 81.3841686749746 | Infections: 47.29022871239825\n",
      "Growth stabilized: Zimbabwe_cases | Fastest grow day: 85.62082994528508 | Infections: 20.76322774707907\n",
      "Growth stabilized: Canada_diamond princess_cases | Fastest grow day: 10.159849675851893 | Infections: 2.0253445042480015e-14\n",
      "Growth stabilized: Dominica_cases | Fastest grow day: 67.03523271584002 | Infections: 8.444794495624665\n",
      "Growth stabilized: Grenada_cases | Fastest grow day: 69.46453264581905 | Infections: 7.745528039471615\n",
      "Growth increasing: Mozambique_cases | Fastest grow day: 108.60882627311528 | Infections: 132.04910829775955\n",
      "Growth stabilized: Syrian Arab Republic_cases | Fastest grow day: 80.4970211336564 | Infections: 24.534222946804615\n",
      "Growth increasing: Timor-Leste_cases | Fastest grow day: 105.4923334591353 | Infections: 35.927880180993164\n",
      "Growth stabilized: Belize_cases | Fastest grow day: 80.71057449191541 | Infections: 11.480178302323422\n",
      "Growth increasing: Canada_recovered_cases | Fastest grow day: 110.12258114191565 | Infections: 1.6725084619143354e-05\n",
      "Growth stabilized: Lao People\"s Democratic Republic_cases | Fastest grow day: 72.70451390345946 | Infections: 10.385481166041998\n",
      "Growth stabilized: Libyan Arab Jamahiriya_cases | Fastest grow day: 85.78214815319336 | Infections: 41.06701904187306\n",
      "Growth stabilized: West Bank and Gaza_cases | Fastest grow day: 78.55127512456728 | Infections: 264.08960813552636\n",
      "Growth stabilized: Guinea-Bissau_cases | Fastest grow day: 79.64590967060595 | Infections: 30.059973613696123\n",
      "Growth increasing: Mali_cases | Fastest grow day: 101.09949039100353 | Infections: 542.5328580490914\n",
      "Growth stabilized: Saint Kitts and Nevis_cases | Fastest grow day: 73.50176113512566 | Infections: 7.940174682198438\n",
      "Growth stabilized: Canada_northwest territories_cases | Fastest grow day: 73.23918095277172 | Infections: 2.854499888338279\n",
      "Growth stabilized: Canada_yukon_cases | Fastest grow day: 73.5948952485498 | Infections: 5.326216873359119\n",
      "Growth stabilized: Kosovo_cases | Fastest grow day: 83.37710556400953 | Infections: 338.39747811521994\n",
      "Growth increasing: Burma_cases | Fastest grow day: 96.11396707708852 | Infections: 166.41376209842662\n",
      "Growth stabilized: UK_anguilla_cases | Fastest grow day: 69.13254242877335 | Infections: 1.6550271468638393\n",
      "Growth stabilized: UK_british virgin islands_cases | Fastest grow day: 74.25554114316921 | Infections: 2.4203763700759073\n",
      "Growth stabilized: UK_turks and caicos islands_cases | Fastest grow day: 74.85709755175266 | Infections: 6.0541486009752195\n",
      "Growth stabilized: MS Zaandam_cases | Fastest grow day: 70.8432812689207 | Infections: 5.05536514966438\n",
      "Growth stabilized: Botswana_cases | Fastest grow day: 84.98377966508451 | Infections: 14.441051775814906\n",
      "Growth increasing: Burundi_cases | Fastest grow day: 107.50116747237293 | Infections: 20.99985579839185\n",
      "Growth increasing: Sierra Leone_cases | Fastest grow day: 107.99866556336261 | Infections: 122.38317628130054\n",
      "Growth stabilized: Netherlands_bonaire, sint eustatius and saba_cases | Fastest grow day: 85.21762750888932 | Infections: 3.3386700431217298\n",
      "Growth increasing: Malawi_cases | Fastest grow day: 98.3087025689226 | Infections: 39.96809700493495\n",
      "Growth stabilized: UK_falkland islands (malvinas)_cases | Fastest grow day: 87.73149815490078 | Infections: 9.56929199886435\n",
      "Growth stabilized: France_saint pierre and miquelon_cases | Fastest grow day: 76.86271304826354 | Infections: 0.6075858605261395\n",
      "Growth stabilized: South Sudan_cases | Fastest grow day: 82.46550870109249 | Infections: 2.984909379548162\n",
      "Growth stabilized: Western Sahara_cases | Fastest grow day: 80.02311986683927 | Infections: 3.811893524332957\n",
      "Growth stabilized: Sao Tome and Principe_cases | Fastest grow day: 78.22081029290615 | Infections: 2.4901127405678096\n",
      "Growth stabilized: Yemen_cases | Fastest grow day: 84.57037210893974 | Infections: 0.7338890023792062\n",
      "Growth stabilized: Afghanistan_cases | Fastest grow day: 84.59212924440911 | Infections: 761.873324107531\n",
      "Growth stabilized: Albania_cases | Fastest grow day: 73.14375671902158 | Infections: 304.6792643952988\n",
      "Growth stabilized: Algeria_cases | Fastest grow day: 77.64227986094123 | Infections: 1509.8924084758812\n",
      "Growth stabilized: Andorra_cases | Fastest grow day: 70.31407087501518 | Infections: 366.80906707394126\n",
      "Growth stabilized: Angola_cases | Fastest grow day: 75.2236720630283 | Infections: 12.818193643337516\n",
      "Growth stabilized: Antigua and Barbuda_cases | Fastest grow day: 74.07118241136229 | Infections: 13.386845825564972\n",
      "Growth stabilized: Argentina_cases | Fastest grow day: 76.640848685932 | Infections: 1607.8628506451723\n",
      "Growth stabilized: Armenia_cases | Fastest grow day: 72.90599324545946 | Infections: 664.0812511594577\n",
      "Growth stabilized: Australia_australian capital territory_cases | Fastest grow day: 66.32080483554958 | Infections: 55.28607923091873\n",
      "Growth stabilized: Australia_new south wales_cases | Fastest grow day: 67.30843273238291 | Infections: 1556.089911779239\n",
      "Growth stabilized: Australia_northern territory_cases | Fastest grow day: 68.58897559796237 | Infections: 15.53289504795429\n",
      "Growth stabilized: Australia_queensland_cases | Fastest grow day: 65.99369740436599 | Infections: 528.3671134040114\n",
      "Growth stabilized: Australia_south australia_cases | Fastest grow day: 65.91018443642636 | Infections: 231.20519945702853\n",
      "Growth stabilized: Australia_tasmania_cases | Fastest grow day: 82.47068764262167 | Infections: 143.2782836616268\n",
      "Growth stabilized: Australia_victoria_cases | Fastest grow day: 67.44880679174089 | Infections: 695.0196071628557\n",
      "Growth stabilized: Australia_western australia_cases | Fastest grow day: 67.72859943648376 | Infections: 282.693085954897\n",
      "Growth stabilized: Austria_cases | Fastest grow day: 66.71063485608008 | Infections: 7520.058494341043\n",
      "Growth stabilized: Azerbaijan_cases | Fastest grow day: 80.24799078406434 | Infections: 928.4073780348898\n",
      "Growth stabilized: Bahamas_cases | Fastest grow day: 77.06792115488699 | Infections: 33.46666019807064\n",
      "Growth increasing: Bahrain_cases | Fastest grow day: 120.82131664769298 | Infections: 9696.266136038887\n",
      "Growth increasing: Bangladesh_cases | Fastest grow day: 102.25970671720069 | Infections: 5347.812048027908\n",
      "Growth stabilized: Barbados_cases | Fastest grow day: 71.27994556801252 | Infections: 41.020117277973576\n",
      "Growth increasing: Belarus_cases | Fastest grow day: 99.55633301834098 | Infections: 11064.87551572868\n",
      "Growth stabilized: Belgium_cases | Fastest grow day: 76.67233514336732 | Infections: 21869.3851701256\n",
      "Growth stabilized: Benin_cases | Fastest grow day: 77.61204077830867 | Infections: 24.563617903893988\n",
      "Growth stabilized: Bhutan_cases | Fastest grow day: 63.80946586263709 | Infections: 2.6755959397388938\n",
      "Growth stabilized: Bolivia_cases | Fastest grow day: 88.19452829023906 | Infections: 499.0457888198906\n",
      "Growth stabilized: Bosnia_cases | Fastest grow day: 76.58394154513971 | Infections: 731.2352820825975\n",
      "Growth stabilized: Brazil_cases | Fastest grow day: 88.30165505846065 | Infections: 36613.97626880465\n",
      "Growth stabilized: Brunei_cases | Fastest grow day: 58.09728509259056 | Infections: 69.44264003573205\n",
      "Growth stabilized: Bulgaria_cases | Fastest grow day: 73.7249345313209 | Infections: 486.2738888922204\n",
      "Growth stabilized: Burkina Faso_cases | Fastest grow day: 72.66286076266022 | Infections: 304.3781183500644\n",
      "Growth increasing: Cabo Verde_cases | Fastest grow day: 102.78808733270213 | Infections: 149.07804657170814\n",
      "Growth stabilized: Cambodia_cases | Fastest grow day: 60.676004293992975 | Infections: 62.15415789932548\n",
      "Growth stabilized: Cameroon_cases | Fastest grow day: 78.07492195981116 | Infections: 641.8621601352008\n",
      "Growth stabilized: Canada_alberta_cases | Fastest grow day: 87.90543054642943 | Infections: 2482.780731288946\n",
      "Growth stabilized: Canada_british columbia_cases | Fastest grow day: 67.16685608800995 | Infections: 796.7345556378455\n",
      "Growth stabilized: Canada_grand princess_cases | Fastest grow day: 56.63725020851814 | Infections: 6.824622442424558\n",
      "Growth stabilized: Canada_manitoba_cases | Fastest grow day: 72.5389874130176 | Infections: 144.2265807512049\n",
      "Growth stabilized: Canada_new brunswick_cases | Fastest grow day: 69.35849699655452 | Infections: 63.87759833905762\n",
      "Growth stabilized: Canada_newfoundland and labrador_cases | Fastest grow day: 69.86278170595057 | Infections: 139.08809987707733\n",
      "Growth stabilized: Canada_nova scotia_cases | Fastest grow day: 82.34584241709686 | Infections: 468.96985691845157\n",
      "Growth stabilized: Canada_ontario_cases | Fastest grow day: 85.00846839756167 | Infections: 9047.22757508483\n",
      "Growth stabilized: Canada_prince edward island_cases | Fastest grow day: 69.04954046793351 | Infections: 14.188984527108747\n",
      "Growth stabilized: Canada_quebec_cases | Fastest grow day: 80.87322397270562 | Infections: 11952.31217159121\n",
      "Growth stabilized: Canada_saskatchewan_cases | Fastest grow day: 70.11261408534551 | Infections: 167.3738210171495\n",
      "Growth stabilized: Central African Republic_cases | Fastest grow day: 76.9560608245736 | Infections: 7.512971098488417\n",
      "Growth increasing: Chad_cases | Fastest grow day: 93.07819086408459 | Infections: 43.46081553199123\n",
      "Growth stabilized: Chile_cases | Fastest grow day: 79.20502077033477 | Infections: 6135.9855226654745\n",
      "Growth stabilized: China_anhui_cases | Fastest grow day: 14.326688946517717 | Infections: 495.63107146284244\n",
      "Growth stabilized: China_beijing_cases | Fastest grow day: 23.157808359561624 | Infections: 292.82495183674746\n",
      "Growth stabilized: China_chongqing_cases | Fastest grow day: 12.306858171516199 | Infections: 288.23411474797666\n",
      "Growth stabilized: China_fujian_cases | Fastest grow day: 12.857430283508904 | Infections: 159.72011533550307\n",
      "Growth stabilized: China_gansu_cases | Fastest grow day: 22.31921868402851 | Infections: 69.6557124023794\n",
      "Growth stabilized: China_guangdong_cases | Fastest grow day: 13.500385968340176 | Infections: 715.5275026150664\n",
      "Growth stabilized: China_guangxi_cases | Fastest grow day: 13.229453362022806 | Infections: 126.52846713616378\n",
      "Growth stabilized: China_guizhou_cases | Fastest grow day: 15.865852577970452 | Infections: 73.26225201419037\n",
      "Growth stabilized: China_hainan_cases | Fastest grow day: 13.505939020139174 | Infections: 84.27485512607984\n",
      "Growth stabilized: China_hebei_cases | Fastest grow day: 16.03182170772411 | Infections: 160.79998239225577\n",
      "Growth stabilized: China_heilongjiang_cases | Fastest grow day: 19.056696213272904 | Infections: 278.36295598036645\n",
      "Growth stabilized: China_henan_cases | Fastest grow day: 13.707474887380677 | Infections: 636.6675554754994\n",
      "Growth stabilized: China_hong kong_cases | Fastest grow day: 66.30405263997012 | Infections: 551.6232009920698\n",
      "Growth stabilized: China_hubei_cases | Fastest grow day: 19.702727593880766 | Infections: 33894.19444653611\n",
      "Growth stabilized: China_hunan_cases | Fastest grow day: 12.909648569955012 | Infections: 509.06930143636595\n",
      "Growth increasing: China_inner mongolia_cases | Fastest grow day: 529.4646347711329 | Infections: 1302589.2712324497\n",
      "Growth stabilized: China_jiangsu_cases | Fastest grow day: 14.617385883321395 | Infections: 320.160072540972\n",
      "Growth stabilized: China_jiangxi_cases | Fastest grow day: 14.09524142666352 | Infections: 468.27412258162065\n",
      "Growth stabilized: China_jilin_cases | Fastest grow day: 14.925441042827035 | Infections: 47.568898150624825\n",
      "Growth stabilized: China_liaoning_cases | Fastest grow day: 12.209823765110853 | Infections: 65.63553407433555\n",
      "Growth stabilized: China_macau_cases | Fastest grow day: 81.53197406505423 | Infections: 43.8242353966987\n",
      "Growth stabilized: China_ningxia_cases | Fastest grow day: 15.496326062177683 | Infections: 37.38537936335263\n",
      "Growth stabilized: China_qinghai_cases | Fastest grow day: 10.023442743771207 | Infections: 9.028002969328067\n",
      "Growth stabilized: China_shaanxi_cases | Fastest grow day: 12.883496307322504 | Infections: 124.68397687479863\n",
      "Growth stabilized: China_shandong_cases | Fastest grow day: 0.024079029859389436 | Infections: 307.9059653466813\n",
      "Growth stabilized: China_shanghai_cases | Fastest grow day: 69.98895359390883 | Infections: 501.00813593304963\n",
      "Growth stabilized: China_shanxi_cases | Fastest grow day: 13.546721211174658 | Infections: 71.80328460561714\n",
      "Growth stabilized: China_sichuan_cases | Fastest grow day: 14.486987831542187 | Infections: 273.3334566192002\n",
      "Growth stabilized: China_tianjin_cases | Fastest grow day: 18.693194422195752 | Infections: 81.21840665613112\n",
      "Growth stabilized: China_tibet_cases | Fastest grow day: 8.451744429088908 | Infections: 0.50132403269576\n",
      "Growth stabilized: China_xinjiang_cases | Fastest grow day: 16.45384083094527 | Infections: 38.20183270257928\n",
      "Growth stabilized: China_yunnan_cases | Fastest grow day: 11.50349115891206 | Infections: 88.67686782541432\n",
      "Growth stabilized: China_zhejiang_cases | Fastest grow day: 11.766432724744043 | Infections: 615.055082896896\n",
      "Growth stabilized: Colombia_cases | Fastest grow day: 80.18083859621764 | Infections: 2387.7360542200336\n",
      "Growth increasing: Congo_cases | Fastest grow day: 100.29732458370644 | Infections: 338.1825413382548\n",
      "Growth stabilized: DRC_cases | Fastest grow day: 78.06167120744713 | Infections: 186.3730985743982\n",
      "Growth stabilized: Costa Rica_cases | Fastest grow day: 69.92954949231894 | Infections: 339.452624845361\n",
      "Growth stabilized: Cote d'Ivoire_cases | Fastest grow day: 83.11926703348564 | Infections: 587.4678612982888\n",
      "Growth stabilized: Croatia_cases | Fastest grow day: 72.13343750406287 | Infections: 978.5292755740312\n",
      "Growth stabilized: Diamond Princess_cases | Fastest grow day: 25.47363827110152 | Infections: 355.4926478808613\n",
      "Growth stabilized: Cuba_cases | Fastest grow day: 85.44851231404718 | Infections: 841.4550198343251\n",
      "Growth stabilized: Cyprus_cases | Fastest grow day: 74.76906699426219 | Infections: 428.412691539481\n",
      "Growth stabilized: Czechia_cases | Fastest grow day: 70.97989397229155 | Infections: 3508.7103349705544\n",
      "Growth stabilized: Denmark_faroe islands_cases | Fastest grow day: 60.93692228821623 | Infections: 95.80784556039896\n",
      "Growth stabilized: Denmark_greenland_cases | Fastest grow day: 63.78665857809098 | Infections: 5.8885802320370955\n",
      "Growth stabilized: Denmark_cases | Fastest grow day: 75.08351768582261 | Infections: 4376.463014349052\n",
      "Growth increasing: Djibouti_cases | Fastest grow day: 101.58322975576633 | Infections: 1724.909473128111\n",
      "Growth stabilized: Dominican Republic_cases | Fastest grow day: 83.88103674110916 | Infections: 3442.4009872711085\n",
      "Growth stabilized: Ecuador_cases | Fastest grow day: 80.38183579448896 | Infections: 6137.924889496851\n",
      "Growth stabilized: Egypt_cases | Fastest grow day: 86.9059236704219 | Infections: 2828.9791094756165\n",
      "Growth stabilized: El Salvador_cases | Fastest grow day: 86.15812106989719 | Infections: 171.01466733433242\n",
      "Growth increasing: Equatorial Guinea_cases | Fastest grow day: 106.1619404482079 | Infections: 266.84767953900194\n",
      "Growth stabilized: Eritrea_cases | Fastest grow day: 73.47315991701461 | Infections: 21.485904952382082\n",
      "Growth stabilized: Estonia_cases | Fastest grow day: 70.38693941903861 | Infections: 795.3398580651498\n",
      "Growth stabilized: Swaziland_cases | Fastest grow day: 85.09148156273746 | Infections: 17.176492942354056\n",
      "Growth stabilized: Ethiopia_cases | Fastest grow day: 83.25319724782261 | Infections: 78.94464106689414\n",
      "Growth stabilized: Fiji_cases | Fastest grow day: 73.54345792755443 | Infections: 9.856912942421209\n",
      "Growth stabilized: Finland_cases | Fastest grow day: 76.65866077969703 | Infections: 2261.205104631226\n",
      "Growth stabilized: France_french guiana_cases | Fastest grow day: 71.64196301007168 | Infections: 51.34201147807765\n",
      "Growth stabilized: France_french polynesia_cases | Fastest grow day: 66.74944808000885 | Infections: 28.079311452973883\n",
      "Growth stabilized: France_guadeloupe_cases | Fastest grow day: 64.64198020885661 | Infections: 76.09624922160374\n",
      "Growth stabilized: France_mayotte_cases | Fastest grow day: 75.77549095767287 | Infections: 145.06847360620367\n",
      "Growth stabilized: France_new caledonia_cases | Fastest grow day: 63.73677581857504 | Infections: 9.651945110351226\n",
      "Growth stabilized: France_reunion_cases | Fastest grow day: 69.18448791870419 | Infections: 217.7427436356747\n",
      "Growth stabilized: France_saint barthelemy_cases | Fastest grow day: 59.61765965039339 | Infections: 3.262362773536547\n",
      "Growth stabilized: France_st martin_cases | Fastest grow day: 71.13812885508591 | Infections: 19.53493960095754\n",
      "Growth stabilized: France_martinique_cases | Fastest grow day: 66.27704578473491 | Infections: 84.72841978648837\n",
      "Growth stabilized: France_cases | Fastest grow day: 80.34273211069817 | Infections: 103045.28261296332\n",
      "Growth increasing: Gabon_cases | Fastest grow day: 100.30830895696087 | Infections: 255.43104427172577\n",
      "Growth stabilized: Gambia_cases | Fastest grow day: 83.02925024803454 | Infections: 7.681222032059473\n",
      "Growth stabilized: Georgia_cases | Fastest grow day: 88.6478141264775 | Infections: 385.9619411094554\n",
      "Growth stabilized: Germany_cases | Fastest grow day: 70.58073930879947 | Infections: 74672.43368037314\n",
      "Growth increasing: Ghana_cases | Fastest grow day: 110.56330800917961 | Infections: 4901.058073424714\n",
      "Growth stabilized: Greece_cases | Fastest grow day: 68.1583581164544 | Infections: 1175.976964894374\n",
      "Growth increasing: Guatemala_cases | Fastest grow day: 94.93377686208078 | Infections: 392.0385730012267\n",
      "Growth increasing: Guinea_cases | Fastest grow day: 98.51906489105896 | Infections: 1114.5577402539654\n",
      "Growth stabilized: Guyana_cases | Fastest grow day: 83.21127058880076 | Infections: 48.28083311706181\n",
      "Growth stabilized: Haiti_cases | Fastest grow day: 79.56033067976114 | Infections: 30.702779458160673\n",
      "Growth stabilized: Holy See_cases | Fastest grow day: 65.88177082405323 | Infections: 4.265983688616215\n",
      "Growth stabilized: Honduras_cases | Fastest grow day: 75.77308817523956 | Infections: 267.86117930929566\n",
      "Growth stabilized: Hungary_cases | Fastest grow day: 81.86754415535869 | Infections: 1319.8083676129345\n",
      "Growth stabilized: Iceland_cases | Fastest grow day: 66.40277965992091 | Infections: 905.7092449156992\n",
      "Growth increasing: India_cases | Fastest grow day: 95.11795582607047 | Infections: 26587.77433477745\n",
      "Growth stabilized: Indonesia_cases | Fastest grow day: 86.08992667448118 | Infections: 5551.292261514359\n",
      "Growth stabilized: Iran_cases | Fastest grow day: 70.64027193389485 | Infections: 45893.96665279308\n",
      "Growth stabilized: Iraq_cases | Fastest grow day: 72.80773884109799 | Infections: 842.8664227162664\n",
      "Growth stabilized: Ireland_cases | Fastest grow day: 85.69500555009522 | Infections: 12676.370733570073\n",
      "Growth stabilized: Israel_cases | Fastest grow day: 74.0420139489227 | Infections: 7374.76890051368\n",
      "Growth stabilized: Italy_cases | Fastest grow day: 67.54611299006969 | Infections: 91057.07134752902\n",
      "Growth increasing: Jamaica_cases | Fastest grow day: 123.61654188278537 | Infections: 2267.56886231064\n",
      "Growth increasing: Japan_cases | Fastest grow day: 100.80292738324509 | Infections: 21710.538422728227\n",
      "Growth stabilized: Jordan_cases | Fastest grow day: 66.43646821121163 | Infections: 208.93914478687054\n",
      "Growth stabilized: Kazakhstan_cases | Fastest grow day: 87.26355041466552 | Infections: 1535.218785741349\n",
      "Growth stabilized: Kenya_cases | Fastest grow day: 77.57067381924743 | Infections: 156.84002280291168\n",
      "Growth stabilized: S. Korea_cases | Fastest grow day: 43.247205015115966 | Infections: 4977.462469364587\n",
      "Growth stabilized: Kuwait_cases | Fastest grow day: 89.84360851459945 | Infections: 1993.9379917494505\n",
      "Growth stabilized: Kyrgyzstan_cases | Fastest grow day: 84.2487324697966 | Infections: 419.73935443425887\n",
      "Growth stabilized: Latvia_cases | Fastest grow day: 69.08976494476734 | Infections: 362.96876178404824\n",
      "Growth stabilized: Lebanon_cases | Fastest grow day: 64.89443678338284 | Infections: 335.2864783685193\n",
      "Growth increasing: Liberia_cases | Fastest grow day: 98.10799155580062 | Infections: 167.1416318688308\n",
      "Growth stabilized: Liechtenstein_cases | Fastest grow day: 62.261156106737225 | Infections: 41.01710971554254\n",
      "Growth stabilized: Lithuania_cases | Fastest grow day: 72.76494452261808 | Infections: 659.5527985993477\n",
      "Growth stabilized: Luxembourg_cases | Fastest grow day: 68.01143470117333 | Infections: 1812.6544474053517\n",
      "Growth stabilized: Madagascar_cases | Fastest grow day: 73.77910796773725 | Infections: 66.20880794372256\n",
      "Growth stabilized: Malaysia_cases | Fastest grow day: 70.43513320710693 | Infections: 2853.4900776432437\n",
      "Growth increasing: Maldives_cases | Fastest grow day: 220.20310724284562 | Infections: 18865.994814558468\n",
      "Growth stabilized: Malta_cases | Fastest grow day: 74.83469570831225 | Infections: 253.2411660969889\n",
      "Growth stabilized: Mauritania_cases | Fastest grow day: 65.71378001263442 | Infections: 3.657880141659196\n",
      "Growth stabilized: Mauritius_cases | Fastest grow day: 73.0050754051419 | Infections: 189.00099652023155\n",
      "Growth increasing: Mexico_cases | Fastest grow day: 91.79947926176433 | Infections: 9099.330864322734\n",
      "Growth stabilized: Moldova_cases | Fastest grow day: 84.47513659391753 | Infections: 1929.431800068165\n",
      "Growth stabilized: Monaco_cases | Fastest grow day: 69.47869243083926 | Infections: 50.38118414484538\n",
      "Growth increasing: Mongolia_cases | Fastest grow day: 97.48587990499773 | Infections: 45.39005834066435\n",
      "Growth stabilized: Montenegro_cases | Fastest grow day: 73.72757227245964 | Infections: 173.13665978253363\n",
      "Growth stabilized: Morocco_cases | Fastest grow day: 87.93947312907656 | Infections: 2642.0760253252247\n",
      "Growth stabilized: Namibia_cases | Fastest grow day: 66.15835134814569 | Infections: 8.612840011946046\n",
      "Growth increasing: Nepal_cases | Fastest grow day: 107.23184997737732 | Infections: 96.2946942298398\n",
      "Growth stabilized: Netherlands_aruba_cases | Fastest grow day: 71.02789355728466 | Infections: 52.0302346548188\n",
      "Growth stabilized: Netherlands_curacao_cases | Fastest grow day: 66.10846156613327 | Infections: 7.3673540385420155\n",
      "Growth stabilized: Netherlands_sint maarten_cases | Fastest grow day: 80.4159912709244 | Infections: 42.71149071142864\n",
      "Growth stabilized: Netherlands_cases | Fastest grow day: 75.55199506398907 | Infections: 18389.336287296283\n",
      "Growth stabilized: New Zealand_cases | Fastest grow day: 72.64790914350768 | Infections: 802.6184504873688\n",
      "Growth stabilized: Nicaragua_cases | Fastest grow day: 73.1304823665708 | Infections: 5.214118080093296\n",
      "Growth stabilized: Niger_cases | Fastest grow day: 84.37621138892929 | Infections: 526.084798499408\n",
      "Growth increasing: Nigeria_cases | Fastest grow day: 93.51516786602431 | Infections: 761.3344803550756\n",
      "Growth stabilized: Macedonia_cases | Fastest grow day: 81.75525991498797 | Infections: 831.2322467302753\n",
      "Growth stabilized: Norway_cases | Fastest grow day: 65.6777122806725 | Infections: 3574.0836265495495\n",
      "Growth increasing: Oman_cases | Fastest grow day: 102.36181740839291 | Infections: 3529.8993279293804\n",
      "Growth stabilized: Pakistan_cases | Fastest grow day: 83.51299520504874 | Infections: 6002.830664854819\n",
      "Growth stabilized: Panama_cases | Fastest grow day: 79.95086143973876 | Infections: 2729.6648342818\n",
      "Growth increasing: Papua New Guinea_cases | Fastest grow day: 106.23925692543891 | Infections: 22.790396109415006\n",
      "Growth stabilized: Paraguay_cases | Fastest grow day: 79.33034667607515 | Infections: 129.62967653066042\n",
      "Growth increasing: Peru_cases | Fastest grow day: 97.8962106359848 | Infections: 29194.59577984182\n",
      "Growth stabilized: Philippines_cases | Fastest grow day: 76.91463451841906 | Infections: 3581.6819650768152\n",
      "Growth stabilized: Poland_cases | Fastest grow day: 79.26909033845624 | Infections: 5615.000777216873\n",
      "Growth stabilized: Portugal_cases | Fastest grow day: 75.30812803072708 | Infections: 11253.36283819598\n",
      "Growth increasing: Qatar_cases | Fastest grow day: 112.43219319635597 | Infections: 28688.233437351337\n",
      "Growth stabilized: Romania_cases | Fastest grow day: 79.57098019015623 | Infections: 5401.2842779852235\n",
      "Growth increasing: Russia_cases | Fastest grow day: 101.56198172892138 | Infections: 95121.05754542843\n",
      "Growth stabilized: Rwanda_cases | Fastest grow day: 70.18171700973384 | Infections: 73.70745401695666\n",
      "Growth stabilized: Saint Lucia_cases | Fastest grow day: 68.56916320547867 | Infections: 8.289298239677498\n",
      "Growth stabilized: Saint Vincent and the Grenadines_cases | Fastest grow day: 78.30711684103026 | Infections: 8.110505775014875\n",
      "Growth stabilized: San Marino_cases | Fastest grow day: 72.89416683312697 | Infections: 267.3775929152859\n",
      "Growth increasing: Saudi Arabia_cases | Fastest grow day: 111.19317581900974 | Infections: 49484.82818990134\n",
      "Growth stabilized: Senegal_cases | Fastest grow day: 72.51382578094595 | Infections: 190.27422193615746\n",
      "Growth stabilized: Serbia_cases | Fastest grow day: 87.90425315066275 | Infections: 5928.522628572115\n",
      "Growth stabilized: Seychelles_cases | Fastest grow day: 60.234060334460224 | Infections: 5.517698466345848\n",
      "Growth increasing: Singapore_cases | Fastest grow day: 106.35014473405333 | Infections: 23157.469462331017\n",
      "Growth stabilized: Slovakia_cases | Fastest grow day: 83.87590598953288 | Infections: 881.9450835640713\n",
      "Growth stabilized: Slovenia_cases | Fastest grow day: 67.27749369831365 | Infections: 677.8383432602714\n",
      "Growth increasing: Somalia_cases | Fastest grow day: 103.23312267037153 | Infections: 304.268557088256\n",
      "Growth stabilized: South Africa_cases | Fastest grow day: 75.85032609491772 | Infections: 1737.514139307261\n",
      "Growth stabilized: Spain_cases | Fastest grow day: 71.0544682969178 | Infections: 100363.20349595239\n",
      "Growth stabilized: Sri Lanka_cases | Fastest grow day: 71.08158977954513 | Infections: 142.7552925233251\n",
      "Growth increasing: Sudan_cases | Fastest grow day: 104.56352288249973 | Infections: 197.64152413484493\n",
      "Growth stabilized: Suriname_cases | Fastest grow day: 62.167513268806005 | Infections: 5.2840667904561105\n",
      "Growth stabilized: Sweden_cases | Fastest grow day: 80.31404653880688 | Infections: 9676.711790114532\n",
      "Growth stabilized: Switzerland_cases | Fastest grow day: 67.35520687114702 | Infections: 13811.577281930093\n",
      "Growth stabilized: Taiwan_cases | Fastest grow day: 62.920403248323396 | Infections: 207.2264432798447\n",
      "Growth increasing: Tanzania_cases | Fastest grow day: 104.35643236302485 | Infections: 445.2563707593257\n",
      "Growth stabilized: Thailand_cases | Fastest grow day: 68.56626545278215 | Infections: 1421.276110610569\n",
      "Growth stabilized: Togo_cases | Fastest grow day: 73.3418053194637 | Infections: 46.833614666869494\n",
      "Growth stabilized: Trinidad and Tobago_cases | Fastest grow day: 64.95344183149524 | Infections: 59.20335517849119\n",
      "Growth stabilized: Tunisia_cases | Fastest grow day: 72.87967207960733 | Infections: 460.2193340963811\n",
      "Growth stabilized: Turkey_cases | Fastest grow day: 85.99728865976745 | Infections: 73282.93852839759\n",
      "Growth stabilized: Uganda_cases | Fastest grow day: 68.65942613240418 | Infections: 30.438486113309516\n",
      "Growth increasing: Ukraine_cases | Fastest grow day: 96.66359812186246 | Infections: 9336.782193566207\n",
      "Growth stabilized: UAE_cases | Fastest grow day: 89.79359979943474 | Infections: 7328.47982279923\n",
      "Growth stabilized: UK_bermuda_cases | Fastest grow day: 82.15968036020918 | Infections: 60.60014580895286\n",
      "Growth stabilized: UK_cayman islands_cases | Fastest grow day: 76.72815792123157 | Infections: 36.8733636660609\n",
      "Growth stabilized: UK_channel islands_cases | Fastest grow day: 75.7388772040112 | Infections: 283.71303650352894\n",
      "Growth stabilized: UK_gibraltar_cases | Fastest grow day: 70.40702702110305 | Infections: 72.71459465990935\n",
      "Growth stabilized: UK_isle of man_cases | Fastest grow day: 80.50125750191994 | Infections: 199.46860035858631\n",
      "Growth stabilized: UK_montserrat_cases | Fastest grow day: 72.6850854280931 | Infections: 6.029974939519958\n",
      "Growth stabilized: UK_cases | Fastest grow day: 81.66380818396262 | Infections: 80907.69217451787\n",
      "Growth stabilized: Uruguay_cases | Fastest grow day: 67.46035446332458 | Infections: 261.25874382452093\n",
      "Growth stabilized: USA_cases | Fastest grow day: 79.61508268041591 | Infections: 473834.5919042602\n",
      "Growth increasing: Uzbekistan_cases | Fastest grow day: 92.6808633256784 | Infections: 2057.79082998747\n",
      "Growth stabilized: Venezuela_cases | Fastest grow day: 67.36442168509232 | Infections: 109.3401741160713\n",
      "Growth stabilized: Vietnam_cases | Fastest grow day: 63.30195876031092 | Infections: 140.01472805913963\n",
      "Growth stabilized: Zambia_cases | Fastest grow day: 69.96091086045575 | Infections: 27.44147723199027\n",
      "Growth stabilized: Zimbabwe_cases | Fastest grow day: 88.1413631747824 | Infections: 24.070898796589372\n",
      "Growth stabilized: Canada_diamond princess_cases | Fastest grow day: 3.2613973789635695 | Infections: 2.477078561224173e-10\n",
      "Growth stabilized: Dominica_cases | Fastest grow day: 67.33521409598461 | Infections: 8.616147208990274\n",
      "Growth stabilized: Grenada_cases | Fastest grow day: 69.29920597037551 | Infections: 7.6677152572816505\n",
      "Growth increasing: Mozambique_cases | Fastest grow day: 91.23993726358025 | Infections: 43.33889881774749\n",
      "Growth stabilized: Syrian Arab Republic_cases | Fastest grow day: 80.90508630358799 | Infections: 25.09682461330156\n",
      "Growth increasing: Timor-Leste_cases | Fastest grow day: 103.0233318669554 | Infections: 24.318682587563085\n",
      "Growth stabilized: Belize_cases | Fastest grow day: 84.20716488121839 | Infections: 14.961860345503249\n",
      "Growth stabilized: Canada_recovered_cases | Fastest grow day: 19.32688462137412 | Infections: 3.1192596572558e-06\n",
      "Growth stabilized: Lao People\"s Democratic Republic_cases | Fastest grow day: 73.45417869459024 | Infections: 10.891050909045507\n",
      "Growth stabilized: Libyan Arab Jamahiriya_cases | Fastest grow day: 87.91614159418612 | Infections: 48.478660294416\n",
      "Growth stabilized: West Bank and Gaza_cases | Fastest grow day: 81.4558553835447 | Infections: 305.324123854582\n",
      "Growth stabilized: Guinea-Bissau_cases | Fastest grow day: 80.79704791820694 | Infections: 32.64015123491164\n",
      "Growth increasing: Mali_cases | Fastest grow day: 99.641339683811 | Infections: 479.04993511798307\n",
      "Growth stabilized: Saint Kitts and Nevis_cases | Fastest grow day: 73.67094631696457 | Infections: 8.026316378383363\n",
      "Growth stabilized: Canada_northwest territories_cases | Fastest grow day: 74.28176858309115 | Infections: 3.0776773202730627\n",
      "Growth stabilized: Canada_yukon_cases | Fastest grow day: 72.10158589432413 | Infections: 4.8629589310736305\n",
      "Growth stabilized: Kosovo_cases | Fastest grow day: 88.37631365196988 | Infections: 494.87233341172305\n",
      "Growth increasing: Burma_cases | Fastest grow day: 101.25129518822922 | Infections: 246.52965224189046\n",
      "Growth stabilized: UK_anguilla_cases | Fastest grow day: 69.69914219832435 | Infections: 1.7256275810646968\n",
      "Growth stabilized: UK_british virgin islands_cases | Fastest grow day: 71.00054614493062 | Infections: 2.0081710977370832\n",
      "Growth stabilized: UK_turks and caicos islands_cases | Fastest grow day: 75.58549119113894 | Infections: 6.3453942281208375\n",
      "Growth stabilized: MS Zaandam_cases | Fastest grow day: 71.57161366759098 | Infections: 5.33930301436112\n",
      "Growth stabilized: Botswana_cases | Fastest grow day: 85.18294143658765 | Infections: 14.616413860054626\n",
      "Growth stabilized: Burundi_cases | Fastest grow day: 77.8416131072391 | Infections: 3.2295377728684227\n",
      "Growth increasing: Sierra Leone_cases | Fastest grow day: 102.95383078161787 | Infections: 79.03015198290723\n",
      "Growth stabilized: Netherlands_bonaire, sint eustatius and saba_cases | Fastest grow day: 84.92640326256108 | Infections: 3.245817149495465\n",
      "Growth stabilized: Malawi_cases | Fastest grow day: 86.53876233436809 | Infections: 15.84388318248557\n",
      "Growth increasing: UK_falkland islands (malvinas)_cases | Fastest grow day: 95.83691093971268 | Infections: 18.028707752864996\n",
      "Growth increasing: France_saint pierre and miquelon_cases | Fastest grow day: 91.44583830165209 | Infections: 1.1536207117907384\n",
      "Growth increasing: South Sudan_cases | Fastest grow day: 95.51130949804607 | Infections: 5.219338551778611\n",
      "Growth stabilized: Western Sahara_cases | Fastest grow day: 82.94617285436244 | Infections: 4.783627806565008\n",
      "Growth stabilized: Sao Tome and Principe_cases | Fastest grow day: 80.44454119379381 | Infections: 2.9673750761999447\n",
      "Growth increasing: Yemen_cases | Fastest grow day: 97.97744251631985 | Infections: 1.1346139072124106\n",
      "Processed: Afghanistan_cases\n",
      "Processed: Albania_cases\n",
      "Processed: Algeria_cases\n",
      "Processed: Andorra_cases\n",
      "Processed: Angola_cases\n",
      "Processed: Antigua and Barbuda_cases\n",
      "Processed: Argentina_cases\n",
      "Processed: Armenia_cases\n",
      "Processed: Australia_australian capital territory_cases\n",
      "Processed: Australia_new south wales_cases\n",
      "Processed: Australia_northern territory_cases\n",
      "Processed: Australia_queensland_cases\n",
      "Processed: Australia_south australia_cases\n",
      "Processed: Australia_tasmania_cases\n",
      "Processed: Australia_victoria_cases\n",
      "Processed: Australia_western australia_cases\n",
      "Processed: Austria_cases\n",
      "Processed: Azerbaijan_cases\n",
      "Processed: Bahamas_cases\n",
      "Processed: Bahrain_cases\n",
      "Processed: Bangladesh_cases\n",
      "Processed: Barbados_cases\n",
      "Processed: Belarus_cases\n",
      "Processed: Belgium_cases\n",
      "Processed: Benin_cases\n",
      "Processed: Bhutan_cases\n",
      "Processed: Bolivia_cases\n",
      "Processed: Bosnia_cases\n",
      "Processed: Brazil_cases\n",
      "Processed: Brunei_cases\n",
      "Processed: Bulgaria_cases\n",
      "Processed: Burkina Faso_cases\n",
      "Processed: Cabo Verde_cases\n",
      "Processed: Cambodia_cases\n",
      "Processed: Cameroon_cases\n",
      "Processed: Canada_alberta_cases\n",
      "Processed: Canada_british columbia_cases\n",
      "Processed: Canada_grand princess_cases\n",
      "Processed: Canada_manitoba_cases\n",
      "Processed: Canada_new brunswick_cases\n",
      "Processed: Canada_newfoundland and labrador_cases\n",
      "Processed: Canada_nova scotia_cases\n",
      "Processed: Canada_ontario_cases\n",
      "Processed: Canada_prince edward island_cases\n",
      "Processed: Canada_quebec_cases\n",
      "Processed: Canada_saskatchewan_cases\n",
      "Processed: Central African Republic_cases\n",
      "Processed: Chad_cases\n",
      "Processed: Chile_cases\n",
      "Processed: China_anhui_cases\n",
      "Processed: China_beijing_cases\n",
      "Processed: China_chongqing_cases\n",
      "Processed: China_fujian_cases\n",
      "Processed: China_gansu_cases\n",
      "Processed: China_guangdong_cases\n",
      "Processed: China_guangxi_cases\n",
      "Processed: China_guizhou_cases\n",
      "Processed: China_hainan_cases\n",
      "Processed: China_hebei_cases\n",
      "Processed: China_heilongjiang_cases\n",
      "Processed: China_henan_cases\n",
      "Processed: China_hong kong_cases\n",
      "Processed: China_hubei_cases\n",
      "Processed: China_hunan_cases\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/opt/conda/lib/python3.6/site-packages/fbprophet/forecaster.py:1251: RuntimeWarning:\n",
      "\n",
      "overflow encountered in exp\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processed: China_inner mongolia_cases\n",
      "Processed: China_jiangsu_cases\n",
      "Processed: China_jiangxi_cases\n",
      "Processed: China_jilin_cases\n",
      "Processed: China_liaoning_cases\n",
      "Processed: China_macau_cases\n",
      "Processed: China_ningxia_cases\n",
      "Processed: China_qinghai_cases\n",
      "Processed: China_shaanxi_cases\n",
      "Processed: China_shandong_cases\n",
      "Processed: China_shanghai_cases\n",
      "Processed: China_shanxi_cases\n",
      "Processed: China_sichuan_cases\n",
      "Processed: China_tianjin_cases\n",
      "Processed: China_tibet_cases\n",
      "Processed: China_xinjiang_cases\n",
      "Processed: China_yunnan_cases\n",
      "Processed: China_zhejiang_cases\n",
      "Processed: Colombia_cases\n",
      "Processed: Congo_cases\n",
      "Processed: DRC_cases\n",
      "Processed: Costa Rica_cases\n",
      "Processed: Cote d'Ivoire_cases\n",
      "Processed: Croatia_cases\n",
      "Processed: Diamond Princess_cases\n",
      "Processed: Cuba_cases\n",
      "Processed: Cyprus_cases\n",
      "Processed: Czechia_cases\n",
      "Processed: Denmark_faroe islands_cases\n",
      "Processed: Denmark_greenland_cases\n",
      "Processed: Denmark_cases\n",
      "Processed: Djibouti_cases\n",
      "Processed: Dominican Republic_cases\n",
      "Processed: Ecuador_cases\n",
      "Processed: Egypt_cases\n",
      "Processed: El Salvador_cases\n",
      "Processed: Equatorial Guinea_cases\n",
      "Processed: Eritrea_cases\n",
      "Processed: Estonia_cases\n",
      "Processed: Swaziland_cases\n",
      "Processed: Ethiopia_cases\n",
      "Processed: Fiji_cases\n",
      "Processed: Finland_cases\n",
      "Processed: France_french guiana_cases\n",
      "Processed: France_french polynesia_cases\n",
      "Processed: France_guadeloupe_cases\n",
      "Processed: France_mayotte_cases\n",
      "Processed: France_new caledonia_cases\n",
      "Processed: France_reunion_cases\n",
      "Processed: France_saint barthelemy_cases\n",
      "Processed: France_st martin_cases\n",
      "Processed: France_martinique_cases\n",
      "Processed: France_cases\n",
      "Processed: Gabon_cases\n",
      "Processed: Gambia_cases\n",
      "Processed: Georgia_cases\n",
      "Processed: Germany_cases\n",
      "Processed: Ghana_cases\n",
      "Processed: Greece_cases\n",
      "Processed: Guatemala_cases\n",
      "Processed: Guinea_cases\n",
      "Processed: Guyana_cases\n",
      "Processed: Haiti_cases\n",
      "Processed: Holy See_cases\n",
      "Processed: Honduras_cases\n",
      "Processed: Hungary_cases\n",
      "Processed: Iceland_cases\n",
      "Processed: India_cases\n",
      "Processed: Indonesia_cases\n",
      "Processed: Iran_cases\n",
      "Processed: Iraq_cases\n",
      "Processed: Ireland_cases\n",
      "Processed: Israel_cases\n",
      "Processed: Italy_cases\n",
      "Processed: Jamaica_cases\n",
      "Processed: Japan_cases\n",
      "Processed: Jordan_cases\n",
      "Processed: Kazakhstan_cases\n",
      "Processed: Kenya_cases\n",
      "Processed: S. Korea_cases\n",
      "Processed: Kuwait_cases\n",
      "Processed: Kyrgyzstan_cases\n",
      "Processed: Latvia_cases\n",
      "Processed: Lebanon_cases\n",
      "Processed: Liberia_cases\n",
      "Processed: Liechtenstein_cases\n",
      "Processed: Lithuania_cases\n",
      "Processed: Luxembourg_cases\n",
      "Processed: Madagascar_cases\n",
      "Processed: Malaysia_cases\n",
      "Processed: Maldives_cases\n",
      "Processed: Malta_cases\n",
      "Processed: Mauritania_cases\n",
      "Processed: Mauritius_cases\n",
      "Processed: Mexico_cases\n",
      "Processed: Moldova_cases\n",
      "Processed: Monaco_cases\n",
      "Processed: Mongolia_cases\n",
      "Processed: Montenegro_cases\n",
      "Processed: Morocco_cases\n",
      "Processed: Namibia_cases\n",
      "Processed: Nepal_cases\n",
      "Processed: Netherlands_aruba_cases\n",
      "Processed: Netherlands_curacao_cases\n",
      "Processed: Netherlands_sint maarten_cases\n",
      "Processed: Netherlands_cases\n",
      "Processed: New Zealand_cases\n",
      "Processed: Nicaragua_cases\n",
      "Processed: Niger_cases\n",
      "Processed: Nigeria_cases\n",
      "Processed: Macedonia_cases\n",
      "Processed: Norway_cases\n",
      "Processed: Oman_cases\n",
      "Processed: Pakistan_cases\n",
      "Processed: Panama_cases\n",
      "Processed: Papua New Guinea_cases\n",
      "Processed: Paraguay_cases\n",
      "Processed: Peru_cases\n",
      "Processed: Philippines_cases\n",
      "Processed: Poland_cases\n",
      "Processed: Portugal_cases\n",
      "Processed: Qatar_cases\n",
      "Processed: Romania_cases\n",
      "Processed: Russia_cases\n",
      "Processed: Rwanda_cases\n",
      "Processed: Saint Lucia_cases\n",
      "Processed: Saint Vincent and the Grenadines_cases\n",
      "Processed: San Marino_cases\n",
      "Processed: Saudi Arabia_cases\n",
      "Processed: Senegal_cases\n",
      "Processed: Serbia_cases\n",
      "Processed: Seychelles_cases\n",
      "Processed: Singapore_cases\n",
      "Processed: Slovakia_cases\n",
      "Processed: Slovenia_cases\n",
      "Processed: Somalia_cases\n",
      "Processed: South Africa_cases\n",
      "Processed: Spain_cases\n",
      "Processed: Sri Lanka_cases\n",
      "Processed: Sudan_cases\n",
      "Processed: Suriname_cases\n",
      "Processed: Sweden_cases\n",
      "Processed: Switzerland_cases\n",
      "Processed: Taiwan_cases\n",
      "Processed: Tanzania_cases\n",
      "Processed: Thailand_cases\n",
      "Processed: Togo_cases\n",
      "Processed: Trinidad and Tobago_cases\n",
      "Processed: Tunisia_cases\n",
      "Processed: Turkey_cases\n",
      "Processed: Uganda_cases\n",
      "Processed: Ukraine_cases\n",
      "Processed: UAE_cases\n",
      "Processed: UK_bermuda_cases\n",
      "Processed: UK_cayman islands_cases\n",
      "Processed: UK_channel islands_cases\n",
      "Processed: UK_gibraltar_cases\n",
      "Processed: UK_isle of man_cases\n",
      "Processed: UK_montserrat_cases\n",
      "Processed: UK_cases\n",
      "Processed: Uruguay_cases\n",
      "Processed: USA_cases\n",
      "Processed: Uzbekistan_cases\n",
      "Processed: Venezuela_cases\n",
      "Processed: Vietnam_cases\n",
      "Processed: Zambia_cases\n",
      "Processed: Zimbabwe_cases\n",
      "Processed: Canada_diamond princess_cases\n",
      "Processed: Dominica_cases\n",
      "Processed: Grenada_cases\n",
      "Processed: Mozambique_cases\n",
      "Processed: Syrian Arab Republic_cases\n",
      "Processed: Timor-Leste_cases\n",
      "Processed: Belize_cases\n",
      "Processed: Canada_recovered_cases\n",
      "Processed: Lao People\"s Democratic Republic_cases\n",
      "Processed: Libyan Arab Jamahiriya_cases\n",
      "Processed: West Bank and Gaza_cases\n",
      "Processed: Guinea-Bissau_cases\n",
      "Processed: Mali_cases\n",
      "Processed: Saint Kitts and Nevis_cases\n",
      "Processed: Canada_northwest territories_cases\n",
      "Processed: Canada_yukon_cases\n",
      "Processed: Kosovo_cases\n",
      "Processed: Burma_cases\n",
      "Processed: UK_anguilla_cases\n",
      "Processed: UK_british virgin islands_cases\n",
      "Processed: UK_turks and caicos islands_cases\n",
      "Processed: MS Zaandam_cases\n",
      "Processed: Botswana_cases\n",
      "Processed: Burundi_cases\n",
      "Processed: Sierra Leone_cases\n",
      "Processed: Netherlands_bonaire, sint eustatius and saba_cases\n",
      "Processed: Malawi_cases\n",
      "Processed: UK_falkland islands (malvinas)_cases\n",
      "Processed: France_saint pierre and miquelon_cases\n",
      "Processed: South Sudan_cases\n",
      "Processed: Western Sahara_cases\n",
      "Processed: Sao Tome and Principe_cases\n",
      "Processed: Yemen_cases\n",
      "Forecast calculation completed\n"
     ]
    }
   ],
   "source": [
    "def run_training():\n",
    "    model.fetch_data()\n",
    "    model.detect_growth('data/covid19_data.csv', 'data/covid19_processed_data_', False)\n",
    "    model.detect_growth('data/covid19_data_backtesting.csv', 'data/covid19_processed_backtesting_data_', True)\n",
    "    model.calculate_forecast()\n",
    "    \n",
    "run_training()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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