diff --git a/module2/exo2/exercice_fr.ipynb b/module2/exo2/exercice_fr.ipynb
index 0bbbe371b01e359e381e43239412d77bf53fb1fb..665cf4bcb4bb1c9b2f487df815043be9aa72a472 100644
--- a/module2/exo2/exercice_fr.ipynb
+++ b/module2/exo2/exercice_fr.ipynb
@@ -1,5 +1,76 @@
{
- "cells": [],
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Savoir faire un calcul simple soi-même"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "data = (\n",
+ "14.0, 7.6, 11.2, 12.8, 12.5, 9.9, 14.9, 9.4, 16.9, 10.2, 14.9, 18.1, 7.3, 9.8, 10.9,12.2, 9.9, 2.9, 2.8, 15.4, 15.7, 9.7, 13.1, 13.2, 12.3, 11.7, 16.0, 12.4, 17.9, 12.2, 16.2, 18.7, 8.9, 11.9, 12.1, 14.6, 12.1, 4.7, 3.9, 16.9, 16.8, 11.3, 14.4, 15.7, 14.0, 13.6, 18.0, 13.6, 19.9, 13.7, 17.0, 20.5, 9.9, 12.5, 13.2, 16.1, 13.5, 6.3, 6.4, 17.6, 19.1, 12.8, 15.5, 16.3, 15.2, 14.6, 19.1, 14.4, 21.4, 15.1, 19.6, 21.7, 11.3, 15.0, 14.3, 16.8, 14.0, 6.8, 8.2, 19.9, 20.4, 14.6, 16.4, 18.7, 16.8, 15.8, 20.4, 15.8, 22.4, 16.2, 20.3, 23.4, 12.1, 15.5, 15.4, 18.4, 15.7, 10.2, 8.9, 21.0\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(2.8, 23.4)"
+ ]
+ },
+ "execution_count": 8,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# pour inspection visuel\n",
+ "sorted_data = sorted(data)\n",
+ "sorted_data[0], sorted_data[-1]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "La moyenne du jeu de donnée est de 14.113000000000001\n",
+ "L'écart-type du jeu de donnée est de 4.334094455301447\n",
+ "Le jeu de donnée s'étend de min = 2.8 à max = 23.4\n",
+ "La médiane du jeu de donnée est de 14.5\n"
+ ]
+ }
+ ],
+ "source": [
+ "import numpy as np\n",
+ "\n",
+ "moy = np.mean(data)\n",
+ "print(f\"La moyenne du jeu de donnée est de {moy}\")\n",
+ "ecart_type = np.std(data, ddof=1)\n",
+ "print(f\"L'écart-type du jeu de donnée est de {ecart_type}\")\n",
+ "min = np.amin(data)\n",
+ "max = np.amax(data)\n",
+ "print(f\"Le jeu de donnée s'étend de min = {min} à max = {max}\")\n",
+ "mediane = np.median(data)\n",
+ "print(f\"La médiane du jeu de donnée est de {mediane}\")"
+ ]
+ }
+ ],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
@@ -16,10 +87,9 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.6.3"
+ "version": "3.6.4"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
-
diff --git a/module2/exo3/exercice.ipynb b/module2/exo3/exercice.ipynb
index 0bbbe371b01e359e381e43239412d77bf53fb1fb..f6d5640ee705fa3a77a27be651cef01bb692da52 100644
--- a/module2/exo3/exercice.ipynb
+++ b/module2/exo3/exercice.ipynb
@@ -1,5 +1,24 @@
{
- "cells": [],
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Réaliser un affichage graphique"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "data = (\n",
+ "14.0, 7.6, 11.2, 12.8, 12.5, 9.9, 14.9, 9.4, 16.9, 10.2, 14.9, 18.1, 7.3, 9.8, 10.9,12.2, 9.9, 2.9, 2.8, 15.4, 15.7, 9.7, 13.1, 13.2, 12.3, 11.7, 16.0, 12.4, 17.9, 12.2, 16.2, 18.7, 8.9, 11.9, 12.1, 14.6, 12.1, 4.7, 3.9, 16.9, 16.8, 11.3, 14.4, 15.7, 14.0, 13.6, 18.0, 13.6, 19.9, 13.7, 17.0, 20.5, 9.9, 12.5, 13.2, 16.1, 13.5, 6.3, 6.4, 17.6, 19.1, 12.8, 15.5, 16.3, 15.2, 14.6, 19.1, 14.4, 21.4, 15.1, 19.6, 21.7, 11.3, 15.0, 14.3, 16.8, 14.0, 6.8, 8.2, 19.9, 20.4, 14.6, 16.4, 18.7, 16.8, 15.8, 20.4, 15.8, 22.4, 16.2, 20.3, 23.4, 12.1, 15.5, 15.4, 18.4, 15.7, 10.2, 8.9, 21.0\n",
+ ")"
+ ]
+ }
+ ],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
@@ -16,10 +35,9 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.6.3"
+ "version": "3.6.4"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
-
diff --git a/module3/exo3/co2_file.csv b/module3/exo3/co2_file.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da5e1a61cebc8b4d9a3b167bb15a7360ed40a3e6
--- /dev/null
+++ b/module3/exo3/co2_file.csv
@@ -0,0 +1,3311 @@
+date,value
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diff --git a/module3/exo3/exercice.ipynb b/module3/exo3/exercice.ipynb
index 7dbd2ac4ae32e1d00af40040155a604bf2566f7c..4493a6e65d6cd223f07237490be71edf72e22a5e 100644
--- a/module3/exo3/exercice.ipynb
+++ b/module3/exo3/exercice.ipynb
@@ -2,15 +2,21 @@
"cells": [
{
"cell_type": "markdown",
- "metadata": {},
+ "metadata": {
+ "hideCode": false,
+ "hidePrompt": false
+ },
"source": [
"# Sujet 1 : Concentration de CO2 dans l'atmosphère depuis 1958"
]
},
{
"cell_type": "code",
- "execution_count": 2,
- "metadata": {},
+ "execution_count": 7,
+ "metadata": {
+ "hideCode": false,
+ "hidePrompt": false
+ },
"outputs": [],
"source": [
"%matplotlib inline\n",
@@ -18,6 +24,8 @@
"import pandas as pd\n",
"import isoweek\n",
"\n",
+ "from os.path import exists\n",
+ "\n",
"# set diagram sizes\n",
"# print(plt.rcParams['figure.dpi']) # default = 72\n",
"# print(plt.rcParams['figure.figsize']) # default = 6.0, 4.0\n",
@@ -27,15 +35,21 @@
},
{
"cell_type": "markdown",
- "metadata": {},
+ "metadata": {
+ "hideCode": false,
+ "hidePrompt": false
+ },
"source": [
"Les données sont disponibles sur le site Web de l'[institut Scripps. ](https://scrippsco2.ucsd.edu/data/atmospheric_co2/primary_mlo_co2_record.html)"
]
},
{
"cell_type": "code",
- "execution_count": 9,
- "metadata": {},
+ "execution_count": 8,
+ "metadata": {
+ "hideCode": false,
+ "hidePrompt": false
+ },
"outputs": [
{
"data": {
@@ -101,21 +115,30 @@
"4 1958-04-26 316.48"
]
},
- "execution_count": 9,
+ "execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
- "# récolte le 12/02\n",
- "data_url = \"https://scrippsco2.ucsd.edu/assets/data/atmospheric/stations/in_situ_co2/weekly/weekly_in_situ_co2_mlo.csv\"\n",
- "data = pd.read_csv(data_url, encoding = 'utf-8', comment='\"', names=[\"date\", \"value\"])\n",
+ "filename = \"co2_file.csv\"\n",
+ "if not exists(filename):\n",
+ " # récolte le 12/02\n",
+ " data_url = \"https://scrippsco2.ucsd.edu/assets/data/atmospheric/stations/in_situ_co2/weekly/weekly_in_situ_co2_mlo.csv\"\n",
+ " data = pd.read_csv(data_url, encoding = 'utf-8', comment='\"', names=[\"date\", \"value\"])\n",
+ " data.to_csv(filename, index=False)\n",
+ "else:\n",
+ " data = pd.read_csv(filename, encoding = 'utf-8', comment='\"')\n",
+ "\n",
"data.head(5)"
]
},
{
"cell_type": "markdown",
- "metadata": {},
+ "metadata": {
+ "hideCode": false,
+ "hidePrompt": false
+ },
"source": [
"## Contrôle Qualité\n",
"### Recherche des lignes sans donnée"
@@ -123,8 +146,11 @@
},
{
"cell_type": "code",
- "execution_count": 10,
- "metadata": {},
+ "execution_count": 9,
+ "metadata": {
+ "hideCode": false,
+ "hidePrompt": false
+ },
"outputs": [
{
"data": {
@@ -162,7 +188,7 @@
"Index: []"
]
},
- "execution_count": 10,
+ "execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
@@ -173,7 +199,10 @@
},
{
"cell_type": "markdown",
- "metadata": {},
+ "metadata": {
+ "hideCode": false,
+ "hidePrompt": false
+ },
"source": [
"Il ne manque aucune donnée.\n",
"\n",
@@ -183,38 +212,265 @@
},
{
"cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
+ "execution_count": 10,
+ "metadata": {
+ "hideCode": false,
+ "hidePrompt": false
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " date | \n",
+ " value | \n",
+ "
\n",
+ " \n",
+ " | timestamp | \n",
+ " | \n",
+ " | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 1958-03-29 | \n",
+ " 1958-03-29 | \n",
+ " 316.19 | \n",
+ "
\n",
+ " \n",
+ " | 1958-04-05 | \n",
+ " 1958-04-05 | \n",
+ " 317.31 | \n",
+ "
\n",
+ " \n",
+ " | 1958-04-12 | \n",
+ " 1958-04-12 | \n",
+ " 317.69 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "