diff --git a/notebook_gouv/prix_carburant_gouv.ipynb b/notebook_gouv/prix_carburant_gouv.ipynb
index f32427a5d6e07781b15d4af6850e6a57e1eb3023..87cf205637ea9a22cd2b30b6ea561d6fb87fb3ae 100644
--- a/notebook_gouv/prix_carburant_gouv.ipynb
+++ b/notebook_gouv/prix_carburant_gouv.ipynb
@@ -2255,8 +2255,8 @@
},
{
"cell_type": "code",
- "execution_count": 18,
- "id": "058ae67f-3dd9-40cc-8215-f7a633028329",
+ "execution_count": 39,
+ "id": "581f9f82-9820-41a2-bed7-513c40626fb2",
"metadata": {
"tags": []
},
@@ -2282,7 +2282,6 @@
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
- " <th>region</th>\n",
" <th>carburant</th>\n",
" <th>annee</th>\n",
" <th>prix_moyen_par_hectolitre</th>\n",
@@ -2290,105 +2289,35 @@
" </thead>\n",
" <tbody>\n",
" <tr>\n",
- " <th>0</th>\n",
- " <td>82</td>\n",
- " <td>Gazole</td>\n",
- " <td>2007</td>\n",
- " <td>110.0</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>1</th>\n",
- " <td>82</td>\n",
- " <td>Gazole</td>\n",
- " <td>2008</td>\n",
- " <td>128.0</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>2</th>\n",
- " <td>82</td>\n",
- " <td>Gazole</td>\n",
- " <td>2009</td>\n",
- " <td>101.0</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>3</th>\n",
- " <td>82</td>\n",
- " <td>Gazole</td>\n",
- " <td>2010</td>\n",
- " <td>116.0</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>4</th>\n",
- " <td>82</td>\n",
- " <td>Gazole</td>\n",
- " <td>2011</td>\n",
- " <td>135.0</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>...</th>\n",
- " <td>...</td>\n",
- " <td>...</td>\n",
- " <td>...</td>\n",
- " <td>...</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>2517</th>\n",
- " <td>75</td>\n",
- " <td>GPLc</td>\n",
- " <td>2019</td>\n",
- " <td>87.0</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>2518</th>\n",
- " <td>75</td>\n",
- " <td>GPLc</td>\n",
- " <td>2020</td>\n",
- " <td>87.0</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>2519</th>\n",
- " <td>75</td>\n",
- " <td>GPLc</td>\n",
+ " <th>81</th>\n",
+ " <td>SP98</td>\n",
" <td>2021</td>\n",
- " <td>87.0</td>\n",
+ " <td>162.08</td>\n",
" </tr>\n",
" <tr>\n",
- " <th>2520</th>\n",
- " <td>75</td>\n",
- " <td>GPLc</td>\n",
+ " <th>87</th>\n",
+ " <td>SP98</td>\n",
" <td>2022</td>\n",
- " <td>86.0</td>\n",
+ " <td>185.62</td>\n",
" </tr>\n",
" <tr>\n",
- " <th>2521</th>\n",
- " <td>75</td>\n",
- " <td>GPLc</td>\n",
+ " <th>93</th>\n",
+ " <td>SP98</td>\n",
" <td>2023</td>\n",
- " <td>100.0</td>\n",
+ " <td>197.23</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
- "<p>2522 rows × 4 columns</p>\n",
"</div>"
],
"text/plain": [
- " region carburant annee prix_moyen_par_hectolitre\n",
- "0 82 Gazole 2007 110.0\n",
- "1 82 Gazole 2008 128.0\n",
- "2 82 Gazole 2009 101.0\n",
- "3 82 Gazole 2010 116.0\n",
- "4 82 Gazole 2011 135.0\n",
- "... ... ... ... ...\n",
- "2517 75 GPLc 2019 87.0\n",
- "2518 75 GPLc 2020 87.0\n",
- "2519 75 GPLc 2021 87.0\n",
- "2520 75 GPLc 2022 86.0\n",
- "2521 75 GPLc 2023 100.0\n",
- "\n",
- "[2522 rows x 4 columns]"
+ " carburant annee prix_moyen_par_hectolitre\n",
+ "81 SP98 2021 162.08\n",
+ "87 SP98 2022 185.62\n",
+ "93 SP98 2023 197.23"
]
},
- "execution_count": 18,
+ "execution_count": 39,
"metadata": {},
"output_type": "execute_result"
}
@@ -2398,251 +2327,17 @@
"df_ann_hecto = pd.read_csv(\"prix_annuel_carburants_par_regions_litre.csv\", sep=\",\")\n",
"df_ann_hecto[\"prix_moyen_par_hectolitre\"] = round(df_ann_hecto['prix_moyen_par_litre'] * 100,2)\n",
"df_ann_hecto.drop([\"prix_moyen_par_litre\"], inplace=True, axis=1)\n",
- "df_ann_hecto"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 19,
- "id": "cf7934b5-ec63-41f6-b439-1eede448e103",
- "metadata": {
- "tags": []
- },
- "outputs": [
- {
- "data": {
- "text/plain": [
- "array(['region', 'carburant', 'annee', 'prix_moyen_par_hectolitre'],\n",
- " dtype=object)"
- ]
- },
- "execution_count": 19,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "df_ann_hecto.columns.values"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 20,
- "id": "581f9f82-9820-41a2-bed7-513c40626fb2",
- "metadata": {
- "tags": []
- },
- "outputs": [
- {
- "data": {
- "text/html": [
- "<div>\n",
- "<style scoped>\n",
- " .dataframe tbody tr th:only-of-type {\n",
- " vertical-align: middle;\n",
- " }\n",
- "\n",
- " .dataframe tbody tr th {\n",
- " vertical-align: top;\n",
- " }\n",
- "\n",
- " .dataframe thead tr th {\n",
- " text-align: left;\n",
- " }\n",
- "</style>\n",
- "<table border=\"1\" class=\"dataframe\">\n",
- " <thead>\n",
- " <tr>\n",
- " <th></th>\n",
- " <th>annee</th>\n",
- " <th>carburant</th>\n",
- " <th>prix_moyen_par_hectolitre</th>\n",
- " </tr>\n",
- " </thead>\n",
- " <tbody>\n",
- " <tr>\n",
- " <th>91</th>\n",
- " <td>2023</td>\n",
- " <td>Gazole</td>\n",
- " <td>185.54</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>92</th>\n",
- " <td>2023</td>\n",
- " <td>SP95</td>\n",
- " <td>193.00</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>93</th>\n",
- " <td>2023</td>\n",
- " <td>SP98</td>\n",
- " <td>197.23</td>\n",
- " </tr>\n",
- " </tbody>\n",
- "</table>\n",
- "</div>"
- ],
- "text/plain": [
- " annee carburant prix_moyen_par_hectolitre\n",
- "91 2023 Gazole 185.54\n",
- "92 2023 SP95 193.00\n",
- "93 2023 SP98 197.23"
- ]
- },
- "execution_count": 20,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
"# Supprime la région\n",
"df_ann_hecto = df_ann_hecto.groupby(['annee', 'carburant']).agg({'prix_moyen_par_hectolitre': ['mean']}, as_index=False).round(2)\n",
"df_ann_hecto.reset_index(inplace=True)\n",
"df_ann_hecto.columns = [[\"annee\", \"carburant\", \"prix_moyen_par_hectolitre\"]]\n",
- "\n",
+ "df_ann_hecto = df_ann_hecto[[\"carburant\", \"annee\", \"prix_moyen_par_hectolitre\"]]\n",
+ "df_ann_hecto.to_csv(r'prix_par_carburant_annee_hectolitre.csv',index = False, header=True)\n",
+ "df_ann_hecto = pd.read_csv(\"prix_par_carburant_annee_hectolitre.csv\")\n",
+ "df_ann_hecto.sort_values([\"carburant\", \"annee\"], inplace=True)\n",
"df_ann_hecto.to_csv(r'prix_par_carburant_annee_hectolitre.csv',index = False, header=True)\n",
"df_ann_hecto.tail(3)"
]
- },
- {
- "cell_type": "code",
- "execution_count": 21,
- "id": "ad5b8499-9eaf-4a8f-84c2-2237b94ab818",
- "metadata": {
- "tags": []
- },
- "outputs": [
- {
- "data": {
- "text/html": [
- "<div>\n",
- "<style scoped>\n",
- " .dataframe tbody tr th:only-of-type {\n",
- " vertical-align: middle;\n",
- " }\n",
- "\n",
- " .dataframe tbody tr th {\n",
- " vertical-align: top;\n",
- " }\n",
- "\n",
- " .dataframe thead tr th {\n",
- " text-align: left;\n",
- " }\n",
- "</style>\n",
- "<table border=\"1\" class=\"dataframe\">\n",
- " <thead>\n",
- " <tr>\n",
- " <th></th>\n",
- " <th>annee</th>\n",
- " <th>carburant</th>\n",
- " <th>prix_moyen_par_hectolitre</th>\n",
- " </tr>\n",
- " </thead>\n",
- " <tbody>\n",
- " <tr>\n",
- " <th>0</th>\n",
- " <td>2007</td>\n",
- " <td>E85</td>\n",
- " <td>82.24</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>1</th>\n",
- " <td>2007</td>\n",
- " <td>GPLc</td>\n",
- " <td>73.27</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>2</th>\n",
- " <td>2007</td>\n",
- " <td>Gazole</td>\n",
- " <td>110.09</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>3</th>\n",
- " <td>2007</td>\n",
- " <td>SP95</td>\n",
- " <td>129.48</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>4</th>\n",
- " <td>2008</td>\n",
- " <td>E85</td>\n",
- " <td>85.82</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>...</th>\n",
- " <td>...</td>\n",
- " <td>...</td>\n",
- " <td>...</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>89</th>\n",
- " <td>2023</td>\n",
- " <td>E85</td>\n",
- " <td>115.00</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>90</th>\n",
- " <td>2023</td>\n",
- " <td>GPLc</td>\n",
- " <td>102.69</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>91</th>\n",
- " <td>2023</td>\n",
- " <td>Gazole</td>\n",
- " <td>185.54</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>92</th>\n",
- " <td>2023</td>\n",
- " <td>SP95</td>\n",
- " <td>193.00</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>93</th>\n",
- " <td>2023</td>\n",
- " <td>SP98</td>\n",
- " <td>197.23</td>\n",
- " </tr>\n",
- " </tbody>\n",
- "</table>\n",
- "<p>94 rows × 3 columns</p>\n",
- "</div>"
- ],
- "text/plain": [
- " annee carburant prix_moyen_par_hectolitre\n",
- "0 2007 E85 82.24\n",
- "1 2007 GPLc 73.27\n",
- "2 2007 Gazole 110.09\n",
- "3 2007 SP95 129.48\n",
- "4 2008 E85 85.82\n",
- ".. ... ... ...\n",
- "89 2023 E85 115.00\n",
- "90 2023 GPLc 102.69\n",
- "91 2023 Gazole 185.54\n",
- "92 2023 SP95 193.00\n",
- "93 2023 SP98 197.23\n",
- "\n",
- "[94 rows x 3 columns]"
- ]
- },
- "execution_count": 21,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "df_ann_hecto"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "40fd5c27-a827-47d7-912e-072dc71ca860",
- "metadata": {},
- "outputs": [],
- "source": []
}
],
"metadata": {
diff --git a/notebook_gouv/prix_par_carburant_annee_hectolitre.csv b/notebook_gouv/prix_par_carburant_annee_hectolitre.csv
index d23ca4e43329ee4edaa60b50ff9c942a8072c366..1cb761027006ad0d0b129838f6ece266211c246f 100644
--- a/notebook_gouv/prix_par_carburant_annee_hectolitre.csv
+++ b/notebook_gouv/prix_par_carburant_annee_hectolitre.csv
@@ -1,95 +1,95 @@
carburant,annee,prix_moyen_par_hectolitre
+E10,2009,123.95
+E10,2010,136.0
+E10,2011,151.87
+E10,2012,157.29
+E10,2013,155.62
+E10,2014,150.04
+E10,2015,136.87
+E10,2016,128.93
+E10,2017,137.64
+E10,2018,150.77
+E10,2019,150.62
+E10,2020,136.92
+E10,2021,154.69
+E10,2022,179.0
+E10,2023,189.92
E85,2007,82.24
-GPLc,2007,73.27
-Gazole,2007,110.09
-SP95,2007,129.48
E85,2008,85.82
-GPLc,2008,75.73
-Gazole,2008,128.09
-SP95,2008,137.83
-E10,2009,123.95
E85,2009,95.36
-GPLc,2009,66.64
-Gazole,2009,101.35
-SP95,2009,122.74
-E10,2010,136.0
E85,2010,110.73
-GPLc,2010,72.95
-Gazole,2010,116.22
-SP95,2010,136.77
-E10,2011,151.87
E85,2011,90.32
-GPLc,2011,83.52
-Gazole,2011,136.25
-SP95,2011,152.88
-E10,2012,157.29
E85,2012,92.09
-GPLc,2012,87.48
-Gazole,2012,142.54
-SP95,2012,160.17
-E10,2013,155.62
E85,2013,93.14
-GPLc,2013,88.3
-Gazole,2013,138.21
-SP95,2013,157.04
-SP98,2013,159.52
-E10,2014,150.04
E85,2014,88.33
-GPLc,2014,86.78
-Gazole,2014,131.42
-SP95,2014,151.48
-SP98,2014,155.96
-E10,2015,136.87
E85,2015,91.36
-GPLc,2015,80.59
-Gazole,2015,117.3
-SP95,2015,137.95
-SP98,2015,141.91
-E10,2016,128.93
E85,2016,83.08
-GPLc,2016,73.92
-Gazole,2016,112.93
-SP95,2016,133.08
-SP98,2016,136.62
-E10,2017,137.64
E85,2017,73.15
-GPLc,2017,77.31
-Gazole,2017,126.14
-SP95,2017,140.77
-SP98,2017,145.54
-E10,2018,150.77
E85,2018,77.23
-GPLc,2018,85.62
-Gazole,2018,146.0
-SP95,2018,153.46
-SP98,2018,157.92
-E10,2019,150.62
E85,2019,76.46
-GPLc,2019,88.46
-Gazole,2019,146.38
-SP95,2019,153.54
-SP98,2019,158.23
-E10,2020,136.92
E85,2020,71.08
-GPLc,2020,88.23
-Gazole,2020,129.0
-SP95,2020,139.15
-SP98,2020,143.62
-E10,2021,154.69
E85,2021,74.54
-GPLc,2021,89.15
-Gazole,2021,145.62
-SP95,2021,157.69
-SP98,2021,162.08
-E10,2022,179.0
E85,2022,91.38
-GPLc,2022,89.15
-Gazole,2022,187.62
-SP95,2022,184.54
-SP98,2022,185.62
-E10,2023,189.92
E85,2023,115.0
+GPLc,2007,73.27
+GPLc,2008,75.73
+GPLc,2009,66.64
+GPLc,2010,72.95
+GPLc,2011,83.52
+GPLc,2012,87.48
+GPLc,2013,88.3
+GPLc,2014,86.78
+GPLc,2015,80.59
+GPLc,2016,73.92
+GPLc,2017,77.31
+GPLc,2018,85.62
+GPLc,2019,88.46
+GPLc,2020,88.23
+GPLc,2021,89.15
+GPLc,2022,89.15
GPLc,2023,102.69
+Gazole,2007,110.09
+Gazole,2008,128.09
+Gazole,2009,101.35
+Gazole,2010,116.22
+Gazole,2011,136.25
+Gazole,2012,142.54
+Gazole,2013,138.21
+Gazole,2014,131.42
+Gazole,2015,117.3
+Gazole,2016,112.93
+Gazole,2017,126.14
+Gazole,2018,146.0
+Gazole,2019,146.38
+Gazole,2020,129.0
+Gazole,2021,145.62
+Gazole,2022,187.62
Gazole,2023,185.54
+SP95,2007,129.48
+SP95,2008,137.83
+SP95,2009,122.74
+SP95,2010,136.77
+SP95,2011,152.88
+SP95,2012,160.17
+SP95,2013,157.04
+SP95,2014,151.48
+SP95,2015,137.95
+SP95,2016,133.08
+SP95,2017,140.77
+SP95,2018,153.46
+SP95,2019,153.54
+SP95,2020,139.15
+SP95,2021,157.69
+SP95,2022,184.54
SP95,2023,193.0
+SP98,2013,159.52
+SP98,2014,155.96
+SP98,2015,141.91
+SP98,2016,136.62
+SP98,2017,145.54
+SP98,2018,157.92
+SP98,2019,158.23
+SP98,2020,143.62
+SP98,2021,162.08
+SP98,2022,185.62
SP98,2023,197.23