From 7eb5fe1658ba46b3c365b8008805696af4fb7274 Mon Sep 17 00:00:00 2001
From: 582abda53d2daf36867f423e139d3cd6
<582abda53d2daf36867f423e139d3cd6@app-learninglab.inria.fr>
Date: Thu, 4 Jul 2024 12:39:15 +0000
Subject: [PATCH] FINAL
---
..._fr_SARS-CoV-2.ipynb => exercice_fr.ipynb} | 1003 +----------------
module3/exo3/exercice_fr.pdf | Bin 0 -> 278000 bytes
2 files changed, 11 insertions(+), 992 deletions(-)
rename module3/exo3/{exercice_fr_SARS-CoV-2.ipynb => exercice_fr.ipynb} (94%)
create mode 100644 module3/exo3/exercice_fr.pdf
diff --git a/module3/exo3/exercice_fr_SARS-CoV-2.ipynb b/module3/exo3/exercice_fr.ipynb
similarity index 94%
rename from module3/exo3/exercice_fr_SARS-CoV-2.ipynb
rename to module3/exo3/exercice_fr.ipynb
index 7225701..e62a3c5 100644
--- a/module3/exo3/exercice_fr_SARS-CoV-2.ipynb
+++ b/module3/exo3/exercice_fr.ipynb
@@ -3745,10 +3745,8 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "--> il y a donc bien des valeurs possiblement incoherentes avec des jours ou le taux cummule de cas decroit par rapport a la veille. \n",
"Est-ce une rectification due a un mauvais diagnostique initial ? une modification de la methode de comptage ?\n",
- "\n",
- "Aux vues du faible nombre d'incoherence (362) par rapport au nombre de donnees total (288 lignes de donnees * 1142 comptage = 328896 donnees totales), on peut choisir de passer outre et de conserver la table ainsi\n",
+ "Quoi qu'il en soit, ce nombre d'incoherence (362) est tres faible par rapport au nombre de donnees total (288 lignes de donnees * 1142 comptage = 328896 donnees totales), et ne devrait pas impacter particulierement les conclusions qu'elles soient presentes ou non dans la table. \n",
"\n",
"\n",
"\n",
@@ -4132,8 +4130,9 @@
"\n",
"\n",
"### Creation d'un pays \"Hong-Kong\" \n",
- "Hong-Kong apparait comme une province de la Chine. Pour plus de facilite a recupere les donnees, nous remplacons le pays anciennement \"China\" par Hong Kong pour la province Hong Kong uniquement. \n",
- "Je choisis de faire une copie du fichier initial raw_data pour pouvoir y revenir le cas echeant. \n"
+ "Hong-Kong apparait comme une province de la Chine. Pour plus de facilite a recupere les donnees, nous remplacons le pays anciennement \"China\" par Hong Kong pour la province Hong Kong uniquement. .\n",
+ "\n",
+ "Je choisis de faire une copie du fichier initial pour pouvoir y revenir le cas echeant. \n"
]
},
{
@@ -4252,1010 +4251,30 @@
},
{
"cell_type": "code",
- "execution_count": 15,
+ "execution_count": 36,
"metadata": {},
"outputs": [
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- " 4392 | \n",
- " 4392 | \n",
- " 4392 | \n",
- "
\n",
- " \n",
- " | 88 | \n",
- " Tibet | \n",
- " China | \n",
- " 31.6927 | \n",
- " 88.0924 | \n",
- " 0 | \n",
- " 0 | \n",
- " 0 | \n",
- " 0 | \n",
- " 0 | \n",
- " 0 | \n",
- " ... | \n",
- " 1647.0 | \n",
- " 1647.0 | \n",
- " 1647.0 | \n",
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- " 1647.0 | \n",
- " 1647.0 | \n",
- " 1647 | \n",
- " 1647 | \n",
- " 1647 | \n",
- "
\n",
- " \n",
- " | 89 | \n",
- " Unknown | \n",
- " China | \n",
- " NaN | \n",
- " NaN | \n",
- " 0 | \n",
- " 0 | \n",
- " 0 | \n",
- " 0 | \n",
- " 0 | \n",
- " 0 | \n",
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- " 1521816 | \n",
- " 1521816 | \n",
- " 1521816 | \n",
- "
\n",
- " \n",
- " | 90 | \n",
- " Xinjiang | \n",
- " China | \n",
- " 41.1129 | \n",
- " 85.2401 | \n",
- " 0 | \n",
- " 2 | \n",
- " 2 | \n",
- " 3 | \n",
- " 4 | \n",
- " 5 | \n",
- " ... | \n",
- " 3089.0 | \n",
- " 3089.0 | \n",
- " 3089.0 | \n",
- " 3089 | \n",
- " 3089.0 | \n",
- " 3089.0 | \n",
- " 3089.0 | \n",
- " 3089 | \n",
- " 3089 | \n",
- " 3089 | \n",
- "
\n",
- " \n",
- " | 91 | \n",
- " Yunnan | \n",
- " China | \n",
- " 24.9740 | \n",
- " 101.4870 | \n",
- " 1 | \n",
- " 2 | \n",
- " 5 | \n",
- " 11 | \n",
- " 16 | \n",
- " 26 | \n",
- " ... | \n",
- " 9743.0 | \n",
- " 9743.0 | \n",
- " 9743.0 | \n",
- " 9743 | \n",
- " 9743.0 | \n",
- " 9743.0 | \n",
- " 9743.0 | \n",
- " 9743 | \n",
- " 9743 | \n",
- " 9743 | \n",
- "
\n",
- " \n",
- " | 92 | \n",
- " Zhejiang | \n",
- " China | \n",
- " 29.1832 | \n",
- " 120.0934 | \n",
- " 10 | \n",
- " 27 | \n",
- " 43 | \n",
- " 62 | \n",
- " 104 | \n",
- " 128 | \n",
- " ... | \n",
- " 11848.0 | \n",
- " 11848.0 | \n",
- " 11848.0 | \n",
- " 11848 | \n",
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- " 11848.0 | \n",
- " 11848.0 | \n",
- " 11848 | \n",
- " 11848 | \n",
- " 11848 | \n",
- "
\n",
- " \n",
- "
\n",
- "
33 rows × 1147 columns
\n",
- "
"
- ],
"text/plain": [
- " Province/State Country/Region Lat Long 1/22/20 1/23/20 \\\n",
- "59 Anhui China 31.8257 117.2264 1 9 \n",
- "60 Beijing China 40.1824 116.4142 14 22 \n",
- "61 Chongqing China 30.0572 107.8740 6 9 \n",
- "62 Fujian China 26.0789 117.9874 1 5 \n",
- "63 Gansu China 35.7518 104.2861 0 2 \n",
- "64 Guangdong China 23.3417 113.4244 26 32 \n",
- "65 Guangxi China 23.8298 108.7881 2 5 \n",
- "66 Guizhou China 26.8154 106.8748 1 3 \n",
- "67 Hainan China 19.1959 109.7453 4 5 \n",
- "68 Hebei China 39.5490 116.1306 1 1 \n",
- "69 Heilongjiang China 47.8620 127.7615 0 2 \n",
- "70 Henan China 37.8957 114.9042 5 5 \n",
- "72 Hubei China 30.9756 112.2707 444 444 \n",
- "73 Hunan China 27.6104 111.7088 4 9 \n",
- "74 Inner Mongolia China 44.0935 113.9448 0 0 \n",
- "75 Jiangsu China 32.9711 119.4550 1 5 \n",
- "76 Jiangxi China 27.6140 115.7221 2 7 \n",
- "77 Jilin China 43.6661 126.1923 0 1 \n",
- "78 Liaoning China 41.2956 122.6085 2 3 \n",
- "79 Macau China 22.1667 113.5500 1 2 \n",
- "80 Ningxia China 37.2692 106.1655 1 1 \n",
- "81 Qinghai China 35.7452 95.9956 0 0 \n",
- "82 Shaanxi China 35.1917 108.8701 0 3 \n",
- "83 Shandong China 36.3427 118.1498 2 6 \n",
- "84 Shanghai China 31.2020 121.4491 9 16 \n",
- "85 Shanxi China 37.5777 112.2922 1 1 \n",
- "86 Sichuan China 30.6171 102.7103 5 8 \n",
- "87 Tianjin China 39.3054 117.3230 4 4 \n",
- "88 Tibet China 31.6927 88.0924 0 0 \n",
- "89 Unknown China NaN NaN 0 0 \n",
- "90 Xinjiang China 41.1129 85.2401 0 2 \n",
- "91 Yunnan China 24.9740 101.4870 1 2 \n",
- "92 Zhejiang China 29.1832 120.0934 10 27 \n",
- "\n",
- " 1/24/20 1/25/20 1/26/20 1/27/20 ... 2/28/23 3/1/23 \\\n",
- "59 15 39 60 70 ... 2275.0 2275.0 \n",
- "60 36 41 68 80 ... 40774.0 40774.0 \n",
- "61 27 57 75 110 ... 14715.0 14715.0 \n",
- "62 10 18 35 59 ... 17122.0 17122.0 \n",
- "63 2 4 7 14 ... 1742.0 1742.0 \n",
- "64 53 78 111 151 ... 103248.0 103248.0 \n",
- "65 23 23 36 46 ... 13371.0 13371.0 \n",
- "66 3 4 5 7 ... 2534.0 2534.0 \n",
- "67 8 19 22 33 ... 10483.0 10483.0 \n",
- "68 2 8 13 18 ... 3292.0 3292.0 \n",
- "69 4 9 15 21 ... 6603.0 6603.0 \n",
- "70 9 32 83 128 ... 9948.0 9948.0 \n",
- "72 549 761 1058 1423 ... 72131.0 72131.0 \n",
- "73 24 43 69 100 ... 7437.0 7437.0 \n",
- "74 1 7 7 11 ... 8847.0 8847.0 \n",
- "75 9 18 33 47 ... 5075.0 5075.0 \n",
- "76 18 18 36 72 ... 3423.0 3423.0 \n",
- "77 3 4 4 6 ... 40764.0 40764.0 \n",
- "78 4 17 21 27 ... 3547.0 3547.0 \n",
- "79 2 2 5 6 ... 3514.0 3514.0 \n",
- "80 2 3 4 7 ... 1276.0 1276.0 \n",
- "81 0 1 1 6 ... 782.0 782.0 \n",
- "82 5 15 22 35 ... 7326.0 7326.0 \n",
- "83 15 27 46 75 ... 5880.0 5880.0 \n",
- "84 20 33 40 53 ... 67040.0 67040.0 \n",
- "85 1 6 9 13 ... 7167.0 7167.0 \n",
- "86 15 28 44 69 ... 14567.0 14567.0 \n",
- "87 8 10 14 23 ... 4392.0 4392.0 \n",
- "88 0 0 0 0 ... 1647.0 1647.0 \n",
- "89 0 0 0 0 ... 1521816.0 1521816.0 \n",
- "90 2 3 4 5 ... 3089.0 3089.0 \n",
- "91 5 11 16 26 ... 9743.0 9743.0 \n",
- "92 43 62 104 128 ... 11848.0 11848.0 \n",
- "\n",
- " 3/2/23 3/3/23 3/4/23 3/5/23 3/6/23 3/7/23 3/8/23 \\\n",
- "59 2275.0 2275 2275.0 2275.0 2275.0 2275 2275 \n",
- "60 40774.0 40774 40774.0 40774.0 40774.0 40774 40774 \n",
- "61 14715.0 14715 14715.0 14715.0 14715.0 14715 14715 \n",
- "62 17122.0 17122 17122.0 17122.0 17122.0 17122 17122 \n",
- "63 1742.0 1742 1742.0 1742.0 1742.0 1742 1742 \n",
- "64 103248.0 103248 103248.0 103248.0 103248.0 103248 103248 \n",
- "65 13371.0 13371 13371.0 13371.0 13371.0 13371 13371 \n",
- "66 2534.0 2534 2534.0 2534.0 2534.0 2534 2534 \n",
- "67 10483.0 10483 10483.0 10483.0 10483.0 10483 10483 \n",
- "68 3292.0 3292 3292.0 3292.0 3292.0 3292 3292 \n",
- "69 6603.0 6603 6603.0 6603.0 6603.0 6603 6603 \n",
- "70 9948.0 9948 9948.0 9948.0 9948.0 9948 9948 \n",
- "72 72131.0 72131 72131.0 72131.0 72131.0 72131 72131 \n",
- "73 7437.0 7437 7437.0 7437.0 7437.0 7437 7437 \n",
- "74 8847.0 8847 8847.0 8847.0 8847.0 8847 8847 \n",
- "75 5075.0 5075 5075.0 5075.0 5075.0 5075 5075 \n",
- "76 3423.0 3423 3423.0 3423.0 3423.0 3423 3423 \n",
- "77 40764.0 40764 40764.0 40764.0 40764.0 40764 40764 \n",
- "78 3547.0 3547 3547.0 3547.0 3547.0 3547 3547 \n",
- "79 3514.0 3514 3514.0 3514.0 3514.0 3514 3514 \n",
- "80 1276.0 1276 1276.0 1276.0 1276.0 1276 1276 \n",
- "81 782.0 782 782.0 782.0 782.0 782 782 \n",
- "82 7326.0 7326 7326.0 7326.0 7326.0 7326 7326 \n",
- "83 5880.0 5880 5880.0 5880.0 5880.0 5880 5880 \n",
- "84 67040.0 67040 67040.0 67040.0 67040.0 67040 67040 \n",
- "85 7167.0 7167 7167.0 7167.0 7167.0 7167 7167 \n",
- "86 14567.0 14567 14567.0 14567.0 14567.0 14567 14567 \n",
- "87 4392.0 4392 4392.0 4392.0 4392.0 4392 4392 \n",
- "88 1647.0 1647 1647.0 1647.0 1647.0 1647 1647 \n",
- "89 1521816.0 1521816 1521816.0 1521816.0 1521816.0 1521816 1521816 \n",
- "90 3089.0 3089 3089.0 3089.0 3089.0 3089 3089 \n",
- "91 9743.0 9743 9743.0 9743.0 9743.0 9743 9743 \n",
- "92 11848.0 11848 11848.0 11848.0 11848.0 11848 11848 \n",
- "\n",
- " 3/9/23 \n",
- "59 2275 \n",
- "60 40774 \n",
- "61 14715 \n",
- "62 17122 \n",
- "63 1742 \n",
- "64 103248 \n",
- "65 13371 \n",
- "66 2534 \n",
- "67 10483 \n",
- "68 3292 \n",
- "69 6603 \n",
- "70 9948 \n",
- "72 72131 \n",
- "73 7437 \n",
- "74 8847 \n",
- "75 5075 \n",
- "76 3423 \n",
- "77 40764 \n",
- "78 3547 \n",
- "79 3514 \n",
- "80 1276 \n",
- "81 782 \n",
- "82 7326 \n",
- "83 5880 \n",
- "84 67040 \n",
- "85 7167 \n",
- "86 14567 \n",
- "87 4392 \n",
- "88 1647 \n",
- "89 1521816 \n",
- "90 3089 \n",
- "91 9743 \n",
- "92 11848 \n",
- "\n",
- "[33 rows x 1147 columns]"
+ "(33, 1147)"
]
},
- "execution_count": 15,
+ "execution_count": 36,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_china = new_data.loc[(new_data['Country/Region'] == \"China\")]\n",
- "df_china\n"
+ "df_china.shape\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
- "On somme toutes les donnes et on reinitialise les province, lattitude, longitude a NA, le pays a China.\n",
+ "On somme toutes les donnes pour les 33 provinces de Chine et on reinitialise les province, lattitude, longitude a NA, le pays a China.\n",
"\n",
"On travaille sur une Serie pandas, on la reformate en dataframe avec une tranposition. "
]
@@ -6855,7 +5874,7 @@
"source": [
"### Analyse de l'évolution du nombre de cas cumulés au cours du temps\n",
"\n",
- "On transforma la table pour etre plus comprehensible par matplotlib pour faire le graphique - globalement on realise une transposition en supprimant les data lattitude/longitude pour le moment et en renommant les colonnes avec le nom du pays correspondant.\n"
+ "On transforma la table pour etre plus comprehensible par matplotlib pour faire le graphique. Globalement on realise une transposition en supprimant les data lattitude/longitude pour le moment et en renommant les colonnes avec le nom du pays correspondant.\n"
]
},
{
@@ -7257,7 +6276,7 @@
"source": [
"C'est donc les USA ayant eu le plus de cas recences, mais a normaliser par le nombre d'habitant global de chaque territoire et/ou du nombre de deces. \n",
"\n",
- "## Question subsidiaire\n",
+ "## Question subsidiaire - utilisqtion des donnees de deces\n",
"\n",
"On recupere les donnees de deces en faisant une copie local au besoin. "
]
diff --git a/module3/exo3/exercice_fr.pdf b/module3/exo3/exercice_fr.pdf
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