From 339e517a2e2c1164265028778973d5e2b1c47426 Mon Sep 17 00:00:00 2001 From: f93f0ca7746588bcbc9ef069a5899d3d Date: Fri, 3 Sep 2021 08:45:37 +0000 Subject: [PATCH] no commit message --- module3/exo3/Notebook TP Sujet 7.ipynb | 1820 ++++++++++++++++++++++++ 1 file changed, 1820 insertions(+) diff --git a/module3/exo3/Notebook TP Sujet 7.ipynb b/module3/exo3/Notebook TP Sujet 7.ipynb index c6f02f6..48c9054 100644 --- a/module3/exo3/Notebook TP Sujet 7.ipynb +++ b/module3/exo3/Notebook TP Sujet 7.ipynb @@ -1,5 +1,1825 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Sujet 7 : Autour du SARS-CoV-2" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Les données de l'incidence du syndrome grippal sont disponibles du site Web du Réseau Sentinelles. Nous les récupérons sous forme d'un fichier en format CSV dont chaque ligne correspond à une semaine de la période demandée. Nous téléchargeons toujours le jeu de données complet." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "data_url=\"https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_confirmed_global.csv\"" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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1NaNAlgeria28.0339001.659600000000...192626193171193674194186194671195162195574196080196527196915
2NaNAndorra42.5063001.521800000000...15003150141501615025150251502515032150331504615052
3NaNAngola-11.20270017.873900000000...46340465394672646929470794716847331475444778148004
4NaNAntigua and Barbuda17.060800-61.796400000000...1540159815981598163816511713171517191742
5NaNArgentina-38.416100-63.616700000000...5148085515507951619265167733517145851735315178889518562051909485195601
6NaNArmenia40.06910045.038200000000...238422239056239739240261240953241336241611242135242750243386
7Australian Capital TerritoryAustralia-35.473500149.012400000000...300314335361374386398421433451
8New South WalesAustralia-33.868800151.209300000034...20466214712234623372245852585727026281112939030807
9Northern TerritoryAustralia-12.463400130.845600000000...200200201201202201202202202202
10QueenslandAustralia-27.469800153.025100000000...1972197219731977197719791979198019821982
11South AustraliaAustralia-34.928500138.600700000000...870870870870871871871871871875
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13VictoriaAustralia-37.813600144.963100000011...21618216942177221835219262199622071221872236122570
14Western AustraliaAustralia-31.950500115.860500000000...1064108410841084108610861086108610861086
15NaNAustria47.51620014.550100000000...678605680179681617683219684541685956687076688305690153691663
16NaNAzerbaijan40.14310047.576900000000...398034401828405542409745413986417996421103424891428736432495
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25NaNBhutan27.51420090.433600000000...2591259125912592259425942595259625962596
26NaNBolivia-16.290200-63.588700000000...487721488403488933488933489802490056490467490879491340491759
27NaNBosnia and Herzegovina43.91590017.679100000000...210442211059211689212306212306212306213379213853214759215313
28NaNBotswana-22.32850024.684900000000...150842150842153793153793153793153793156927156927156927159317
29NaNBrazil-14.235000-51.925300000000...20614866206455372067656120703906207286052074181520752281207768702080421520830495
..................................................................
248NaNTimor-Leste-8.874217125.727539000000...14935152961560315960162361640216515166821694117183
249NaNTogo8.6195000.824800000000...19963202442051720698206982118121261212612156121785
250NaNTrinidad and Tobago10.691800-61.222500000000...43344435384375043999442964448144606448474495745061
251NaNTunisia33.8869179.537499000000...644072647483651035654798658322660587662752664034666168668051
252NaNTurkey38.96370035.243300000000...6253681627365162932676311607632951963468516366408638830164122476412247
253NaNUS40.000000-100.000000112255...38074929382230753838440938707343387604143879888939057426391981313939615639549299
254NaNUganda1.37333332.290275000000...118900119037119141119327119544119732119825119915120075120208
255NaNUkraine48.37940031.165600000000...2370604237189523740122376571237915923815532382769238456423870522389923
256NaNUnited Arab Emirates23.42407653.847818000000...711428712411713402714396715394716381717374718370719355720330
257AnguillaUnited Kingdom18.220600-63.068600000000...166174194194194201217217217256
258BermudaUnited Kingdom32.307800-64.750500000000...2792279227922844284428442844292329232923
259British Virgin IslandsUnited Kingdom18.420700-64.640000000000...2568256825682568256825682568256825682568
260Cayman IslandsUnited Kingdom19.313300-81.254600000000...668669669669669669680680688689
261Channel IslandsUnited Kingdom49.372300-2.364400000000...10361103981043810486104861048610486106081064910689
262Falkland Islands (Malvinas)United Kingdom-51.796300-59.523600000000...66666666666666666767
263GibraltarUnited Kingdom36.140800-5.353600000000...5299530853145323533253385342535453675371
264Isle of ManUnited Kingdom54.236100-4.548100000000...6419643265086554658766296653667666946741
265MontserratUnited Kingdom16.742498-62.187366000000...25252626262629292929
266Saint Helena, Ascension and Tristan da CunhaUnited Kingdom-7.946700-14.355900000000...4444444444
267Turks and Caicos IslandsUnited Kingdom21.694000-71.797900000000...2613261626282637265026502650265026532674
268NaNUnited Kingdom55.378100-3.436000000000...6555200659074766287096666399669848667314236757650678958168250746862904
269NaNUruguay-32.522800-55.765800000000...384287384392384458384531384622384692384778384934385078385264
270NaNUzbekistan41.37749164.585262000000...150683151517152363153204154033154844155639156394157136157872
271NaNVanuatu-15.376700166.959200000000...4444444444
272NaNVenezuela6.423800-66.589700000000...327450328550329736329736332172333125334343334343335233337359
273NaNVietnam14.058324108.277199022222...369267381363392938410366422469435265449489462096473530486727
274NaNWest Bank and Gaza31.95220035.233200000000...329204330821332609334472335709337405339816342282344957347730
275NaNYemen15.55272748.516388000000...7580762576767711775177847829786979007951
276NaNZambia-13.13389727.849332000000...204977205107205315205704205893206051206145206327206522206705
277NaNZimbabwe-19.01543829.154857000000...123320123711123986124236124367124437124581124773124960125118
\n", + "

278 rows × 594 columns

\n", + "
" + ], + "text/plain": [ + " Unnamed: 0 Afghanistan \\\n", + "0 NaN Albania \n", + "1 NaN Algeria \n", + "2 NaN Andorra \n", + "3 NaN Angola \n", + "4 NaN Antigua and Barbuda \n", + "5 NaN Argentina \n", + "6 NaN Armenia \n", + "7 Australian Capital Territory Australia \n", + "8 New South Wales Australia \n", + "9 Northern Territory Australia \n", + "10 Queensland Australia \n", + "11 South Australia Australia \n", + "12 Tasmania Australia \n", + "13 Victoria Australia \n", + "14 Western Australia Australia \n", + "15 NaN Austria \n", + "16 NaN Azerbaijan \n", + "17 NaN Bahamas \n", + "18 NaN Bahrain \n", + "19 NaN Bangladesh \n", + "20 NaN Barbados \n", + "21 NaN Belarus \n", + "22 NaN Belgium \n", + "23 NaN Belize \n", + "24 NaN Benin \n", + "25 NaN Bhutan \n", + "26 NaN Bolivia \n", + "27 NaN Bosnia and Herzegovina \n", + "28 NaN Botswana \n", + "29 NaN Brazil \n", + ".. ... ... \n", + "248 NaN Timor-Leste \n", + "249 NaN Togo \n", + "250 NaN Trinidad and Tobago \n", + "251 NaN Tunisia \n", + "252 NaN Turkey \n", + "253 NaN US \n", + "254 NaN Uganda \n", + "255 NaN Ukraine \n", + "256 NaN United Arab Emirates \n", + "257 Anguilla United Kingdom \n", + "258 Bermuda United Kingdom \n", + "259 British Virgin Islands United Kingdom \n", + "260 Cayman Islands United Kingdom \n", + "261 Channel Islands United Kingdom \n", + "262 Falkland Islands (Malvinas) United Kingdom \n", + "263 Gibraltar United Kingdom \n", + "264 Isle of Man United Kingdom \n", + "265 Montserrat United Kingdom \n", + "266 Saint Helena, Ascension and Tristan da Cunha United Kingdom \n", + "267 Turks and Caicos Islands United Kingdom \n", + "268 NaN United Kingdom \n", + "269 NaN Uruguay \n", + "270 NaN Uzbekistan \n", + "271 NaN Vanuatu \n", + "272 NaN Venezuela \n", + "273 NaN Vietnam \n", + "274 NaN West Bank and Gaza \n", + "275 NaN Yemen \n", + "276 NaN Zambia \n", + "277 NaN Zimbabwe \n", + "\n", + " 33.93911 67.709953 0 0.1 0.2 0.3 0.4 0.5 ... 152660 \\\n", + "0 41.153300 20.168300 0 0 0 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"17 18139 18576 \n", + "18 272635 272709 \n", + "19 1503680 1507116 \n", + "20 5072 5152 \n", + "21 483231 485067 \n", + "22 1187506 1189710 \n", + "23 16493 16612 \n", + "24 15932 15932 \n", + "25 2596 2596 \n", + "26 491340 491759 \n", + "27 214759 215313 \n", + "28 156927 159317 \n", + "29 20804215 20830495 \n", + ".. ... ... \n", + "248 16941 17183 \n", + "249 21561 21785 \n", + "250 44957 45061 \n", + "251 666168 668051 \n", + "252 6412247 6412247 \n", + "253 39396156 39549299 \n", + "254 120075 120208 \n", + "255 2387052 2389923 \n", + "256 719355 720330 \n", + "257 217 256 \n", + "258 2923 2923 \n", + "259 2568 2568 \n", + "260 688 689 \n", + "261 10649 10689 \n", + "262 67 67 \n", + "263 5367 5371 \n", + "264 6694 6741 \n", + "265 29 29 \n", + "266 4 4 \n", + "267 2653 2674 \n", + "268 6825074 6862904 \n", + "269 385078 385264 \n", + "270 157136 157872 \n", + "271 4 4 \n", + "272 335233 337359 \n", + "273 473530 486727 \n", + "274 344957 347730 \n", + "275 7900 7951 \n", + "276 206522 206705 \n", + "277 124960 125118 \n", + "\n", + "[278 rows x 594 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "raw_data = pd.read_csv(data_url, skiprows=1)\n", + "raw_data" + ] + }, { "cell_type": "code", "execution_count": null, -- 2.18.1