diff --git a/README.FR.md b/README.FR.md
index 7d306903858cb232c46a8e85f1cfa9598d3ddc0f..90729f52d2e801e23a72b5753a1e11118a0309a5 100644
--- a/README.FR.md
+++ b/README.FR.md
@@ -39,9 +39,8 @@ Ces scripts nécessitent Python3, Jupyterlab, Pandas et requests.
 ```shell
 python3 -m venv .venv
 source .venv/bin/activate
-pip install jupyterlab
-pip install pandas
-pip install requests
+# pip install jupyterlab
+pip install pandas requests retrying tqdm
 ```
 
 ### Lancement
@@ -60,6 +59,10 @@ Pour les prix agrégé par région, par moi et par année, ouvrir [notebook_gouv
 
 **REMARQUE:** Les fichiers CSV sont disponible directement sans utiliser le code.
 
+#### Usage dans OpenFisca France Indirect Taxation
+
+Les fichiers doivent ensuite être copiés dans https://github.com/openfisca/openfisca-france-indirect-taxation/tree/cas-type/openfisca_france_indirect_taxation/assets/prix
+
 ## Copyright
 
 LexImpact Prix carburants est un logiciel libre sous [licence GNU Affero General Public License](./LICENSE.md).
diff --git a/README.md b/README.md
index 956cd2717a864e952079144c4b5a0f197aa9cce8..2d5032280f54eda993a89625cc60d212b4b6a699 100644
--- a/README.md
+++ b/README.md
@@ -36,8 +36,7 @@ These scripts require Python3, Jupyterlab and Pandas and requests.
 python3 -m venv .venv
 source .venv/bin/activate
 pip install jupyterlab
-pip install pandas
-pip install requests
+pip install pandas requests retrying tqdm
 ```
 
 ### Application
diff --git a/notebook_INSEE/.ipynb_checkpoints/prix_carburant-checkpoint.ipynb b/notebook_INSEE/.ipynb_checkpoints/prix_carburant-checkpoint.ipynb
index 7b7220a9fd47e1ce6e75c55d56372abd060cc3b4..07e80a96035b9351f4c78ab8e252efcada5a7e2d 100644
--- a/notebook_INSEE/.ipynb_checkpoints/prix_carburant-checkpoint.ipynb
+++ b/notebook_INSEE/.ipynb_checkpoints/prix_carburant-checkpoint.ipynb
@@ -8,11 +8,25 @@
     "# Prix Carburant"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "5410c3e2-56f4-4b71-8062-914b4de93ba9",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# !pip install pandas requests"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 1,
    "id": "b887ef4a-6f33-4152-af83-daeeffba5a79",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "import zipfile\n",
@@ -21,28 +35,17 @@
     "from datetime import date\n",
     "\n",
     "import tempfile\n",
-    "import numpy as np\n",
     "import pandas as pd"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 2,
    "id": "4268984b-2876-498d-85e1-110f242376f4",
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "FileNotFoundError",
-     "evalue": "[Errno 2] No such file or directory: 'prix_litre_mensuel_carburant.csv'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-3-e86df01e3e85>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;31m# Si il y a déjà des fichiers avec ces noms, le script ne les remplaces pas, donc il faut les suprimer au debut.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mremove\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"prix_litre_mensuel_carburant.csv\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      3\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mremove\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"prix_hectolitre_mensuel_carburant.csv\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mremove\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"prix_litre_annuel_carburant.csv\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mremove\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"prix_hectolitre_annuel_carburant.csv\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: 'prix_litre_mensuel_carburant.csv'"
-     ]
-    }
-   ],
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
    "source": [
     "# Si il y a déjà des fichiers avec ces noms, le script ne les remplaces pas, donc il faut les suprimer au debut.\n",
     "os.remove(\"prix_litre_mensuel_carburant.csv\")\n",
@@ -53,9 +56,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "id": "36d19b81-57cc-4b3a-be5c-2c5813367b6f",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "carburants = {\"diesel\":\"000442588\",\n",
@@ -67,9 +72,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "id": "5fbf5893-de0b-4522-91e6-49bf992cb768",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "def get_df(carburant,id_url):\n",
@@ -84,9 +91,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "id": "1925b873-dc73-4d8b-b837-463f5f846f47",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "def creat_df(carburant,df):\n",
@@ -99,9 +108,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "id": "f1f6d31d-ed11-4d44-9a2c-d11a0ca2b8fb",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "def clean_df(carburant,df):\n",
@@ -111,39 +122,41 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 84,
    "id": "f566506b-95b9-4390-a6a6-f4ebfd844469",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/tmp/ipykernel_4024/3305679562.py:5: SettingWithCopyWarning: \n",
+      "/tmp/ipykernel_1062893/3305679562.py:5: SettingWithCopyWarning: \n",
       "A value is trying to be set on a copy of a slice from a DataFrame.\n",
       "Try using .loc[row_indexer,col_indexer] = value instead\n",
       "\n",
       "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
       "  df['date'] = df['date'].astype(str) + '-01'\n",
-      "/tmp/ipykernel_4024/3305679562.py:5: SettingWithCopyWarning: \n",
+      "/tmp/ipykernel_1062893/3305679562.py:5: SettingWithCopyWarning: \n",
       "A value is trying to be set on a copy of a slice from a DataFrame.\n",
       "Try using .loc[row_indexer,col_indexer] = value instead\n",
       "\n",
       "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
       "  df['date'] = df['date'].astype(str) + '-01'\n",
-      "/tmp/ipykernel_4024/3305679562.py:5: SettingWithCopyWarning: \n",
+      "/tmp/ipykernel_1062893/3305679562.py:5: SettingWithCopyWarning: \n",
       "A value is trying to be set on a copy of a slice from a DataFrame.\n",
       "Try using .loc[row_indexer,col_indexer] = value instead\n",
       "\n",
       "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
       "  df['date'] = df['date'].astype(str) + '-01'\n",
-      "/tmp/ipykernel_4024/3305679562.py:5: SettingWithCopyWarning: \n",
+      "/tmp/ipykernel_1062893/3305679562.py:5: SettingWithCopyWarning: \n",
       "A value is trying to be set on a copy of a slice from a DataFrame.\n",
       "Try using .loc[row_indexer,col_indexer] = value instead\n",
       "\n",
       "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
       "  df['date'] = df['date'].astype(str) + '-01'\n",
-      "/tmp/ipykernel_4024/3305679562.py:5: SettingWithCopyWarning: \n",
+      "/tmp/ipykernel_1062893/3305679562.py:5: SettingWithCopyWarning: \n",
       "A value is trying to be set on a copy of a slice from a DataFrame.\n",
       "Try using .loc[row_indexer,col_indexer] = value instead\n",
       "\n",
@@ -164,9 +177,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 85,
    "id": "a7354947-55e1-47e5-9fcd-7be37b00131c",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [
     {
      "data": {
@@ -200,48 +215,48 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>2022-04-01</td>\n",
-       "      <td>1.87</td>\n",
-       "      <td>1.87</td>\n",
-       "      <td>1.82</td>\n",
+       "      <td>2023-08-01</td>\n",
+       "      <td>1.85</td>\n",
+       "      <td>1.99</td>\n",
+       "      <td>1.94</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.76</td>\n",
+       "      <td>1.93</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>2022-03-01</td>\n",
-       "      <td>2.02</td>\n",
-       "      <td>2.05</td>\n",
-       "      <td>2.00</td>\n",
+       "      <td>2023-07-01</td>\n",
+       "      <td>1.72</td>\n",
+       "      <td>1.91</td>\n",
+       "      <td>1.85</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.96</td>\n",
+       "      <td>1.84</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>2022-02-01</td>\n",
-       "      <td>1.72</td>\n",
-       "      <td>1.86</td>\n",
-       "      <td>1.80</td>\n",
+       "      <td>2023-06-01</td>\n",
+       "      <td>1.70</td>\n",
+       "      <td>1.94</td>\n",
+       "      <td>1.88</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.77</td>\n",
+       "      <td>1.86</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>2022-01-01</td>\n",
-       "      <td>1.63</td>\n",
-       "      <td>1.77</td>\n",
-       "      <td>1.71</td>\n",
-       "      <td>NaN</td>\n",
+       "      <td>2023-05-01</td>\n",
        "      <td>1.69</td>\n",
+       "      <td>1.93</td>\n",
+       "      <td>1.87</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.85</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>2021-12-01</td>\n",
-       "      <td>1.54</td>\n",
-       "      <td>1.70</td>\n",
-       "      <td>1.64</td>\n",
+       "      <td>2023-04-01</td>\n",
+       "      <td>1.81</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>1.95</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.61</td>\n",
+       "      <td>1.93</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>...</th>\n",
@@ -253,7 +268,7 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>359</th>\n",
+       "      <th>375</th>\n",
        "      <td>1992-05-01</td>\n",
        "      <td>0.54</td>\n",
        "      <td>0.78</td>\n",
@@ -262,7 +277,7 @@
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>360</th>\n",
+       "      <th>376</th>\n",
        "      <td>1992-04-01</td>\n",
        "      <td>0.53</td>\n",
        "      <td>0.77</td>\n",
@@ -271,7 +286,7 @@
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>361</th>\n",
+       "      <th>377</th>\n",
        "      <td>1992-03-01</td>\n",
        "      <td>0.54</td>\n",
        "      <td>0.77</td>\n",
@@ -280,7 +295,7 @@
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>362</th>\n",
+       "      <th>378</th>\n",
        "      <td>1992-02-01</td>\n",
        "      <td>0.54</td>\n",
        "      <td>0.78</td>\n",
@@ -289,7 +304,7 @@
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>363</th>\n",
+       "      <th>379</th>\n",
        "      <td>1992-01-01</td>\n",
        "      <td>0.54</td>\n",
        "      <td>0.78</td>\n",
@@ -299,40 +314,40 @@
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>364 rows × 6 columns</p>\n",
+       "<p>380 rows × 6 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
        "           date  diesel_ttc  super_98_ttc  super_95_ttc  super_plombe_ttc  \\\n",
-       "0    2022-04-01        1.87          1.87          1.82               NaN   \n",
-       "1    2022-03-01        2.02          2.05          2.00               NaN   \n",
-       "2    2022-02-01        1.72          1.86          1.80               NaN   \n",
-       "3    2022-01-01        1.63          1.77          1.71               NaN   \n",
-       "4    2021-12-01        1.54          1.70          1.64               NaN   \n",
+       "0    2023-08-01        1.85          1.99          1.94               NaN   \n",
+       "1    2023-07-01        1.72          1.91          1.85               NaN   \n",
+       "2    2023-06-01        1.70          1.94          1.88               NaN   \n",
+       "3    2023-05-01        1.69          1.93          1.87               NaN   \n",
+       "4    2023-04-01        1.81          2.00          1.95               NaN   \n",
        "..          ...         ...           ...           ...               ...   \n",
-       "359  1992-05-01        0.54          0.78           NaN              0.81   \n",
-       "360  1992-04-01        0.53          0.77           NaN              0.81   \n",
-       "361  1992-03-01        0.54          0.77           NaN              0.81   \n",
-       "362  1992-02-01        0.54          0.78           NaN              0.81   \n",
-       "363  1992-01-01        0.54          0.78           NaN              0.80   \n",
+       "375  1992-05-01        0.54          0.78           NaN              0.81   \n",
+       "376  1992-04-01        0.53          0.77           NaN              0.81   \n",
+       "377  1992-03-01        0.54          0.77           NaN              0.81   \n",
+       "378  1992-02-01        0.54          0.78           NaN              0.81   \n",
+       "379  1992-01-01        0.54          0.78           NaN              0.80   \n",
        "\n",
        "     super_95_e10_ttc  \n",
-       "0                1.76  \n",
-       "1                1.96  \n",
-       "2                1.77  \n",
-       "3                1.69  \n",
-       "4                1.61  \n",
+       "0                1.93  \n",
+       "1                1.84  \n",
+       "2                1.86  \n",
+       "3                1.85  \n",
+       "4                1.93  \n",
        "..                ...  \n",
-       "359               NaN  \n",
-       "360               NaN  \n",
-       "361               NaN  \n",
-       "362               NaN  \n",
-       "363               NaN  \n",
+       "375               NaN  \n",
+       "376               NaN  \n",
+       "377               NaN  \n",
+       "378               NaN  \n",
+       "379               NaN  \n",
        "\n",
-       "[364 rows x 6 columns]"
+       "[380 rows x 6 columns]"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 85,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -344,27 +359,219 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 86,
+   "id": "39a99f2a-9d68-465e-8911-687f70419885",
+   "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 th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Date</th>\n",
+       "      <th>diesel_ttc</th>\n",
+       "      <th>super_98_ttc</th>\n",
+       "      <th>super_95_ttc</th>\n",
+       "      <th>super_plombe_ttc</th>\n",
+       "      <th>super_95_e10_ttc</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>379</th>\n",
+       "      <td>1992/01</td>\n",
+       "      <td>0.54</td>\n",
+       "      <td>0.78</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.80</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>378</th>\n",
+       "      <td>1992/02</td>\n",
+       "      <td>0.54</td>\n",
+       "      <td>0.78</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.81</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>377</th>\n",
+       "      <td>1992/03</td>\n",
+       "      <td>0.54</td>\n",
+       "      <td>0.77</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.81</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>376</th>\n",
+       "      <td>1992/04</td>\n",
+       "      <td>0.53</td>\n",
+       "      <td>0.77</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.81</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>375</th>\n",
+       "      <td>1992/05</td>\n",
+       "      <td>0.54</td>\n",
+       "      <td>0.78</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.81</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>2023/04</td>\n",
+       "      <td>1.81</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>1.95</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.93</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>2023/05</td>\n",
+       "      <td>1.69</td>\n",
+       "      <td>1.93</td>\n",
+       "      <td>1.87</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.85</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>2023/06</td>\n",
+       "      <td>1.70</td>\n",
+       "      <td>1.94</td>\n",
+       "      <td>1.88</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.86</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2023/07</td>\n",
+       "      <td>1.72</td>\n",
+       "      <td>1.91</td>\n",
+       "      <td>1.85</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.84</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>2023/08</td>\n",
+       "      <td>1.85</td>\n",
+       "      <td>1.99</td>\n",
+       "      <td>1.94</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.93</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>380 rows × 6 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        Date  diesel_ttc  super_98_ttc  super_95_ttc  super_plombe_ttc  \\\n",
+       "379  1992/01        0.54          0.78           NaN              0.80   \n",
+       "378  1992/02        0.54          0.78           NaN              0.81   \n",
+       "377  1992/03        0.54          0.77           NaN              0.81   \n",
+       "376  1992/04        0.53          0.77           NaN              0.81   \n",
+       "375  1992/05        0.54          0.78           NaN              0.81   \n",
+       "..       ...         ...           ...           ...               ...   \n",
+       "4    2023/04        1.81          2.00          1.95               NaN   \n",
+       "3    2023/05        1.69          1.93          1.87               NaN   \n",
+       "2    2023/06        1.70          1.94          1.88               NaN   \n",
+       "1    2023/07        1.72          1.91          1.85               NaN   \n",
+       "0    2023/08        1.85          1.99          1.94               NaN   \n",
+       "\n",
+       "     super_95_e10_ttc  \n",
+       "379               NaN  \n",
+       "378               NaN  \n",
+       "377               NaN  \n",
+       "376               NaN  \n",
+       "375               NaN  \n",
+       "..                ...  \n",
+       "4                1.93  \n",
+       "3                1.85  \n",
+       "2                1.86  \n",
+       "1                1.84  \n",
+       "0                1.93  \n",
+       "\n",
+       "[380 rows x 6 columns]"
+      ]
+     },
+     "execution_count": 86,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_mens_of = df_mens.copy()\n",
+    "df_mens_of.sort_values(\"date\",inplace=True)\n",
+    "# convert the date column to datetime format\n",
+    "df_mens_of['date'] = pd.to_datetime(df_mens_of['date'])\n",
+    "# df_mens_of.rename({\"date\":\"Date\"}, inplace=True)\n",
+    "df_mens_of[\"Date\"] = df_mens_of.date.dt.strftime('%Y/%m')\n",
+    "df_mens_of.drop(\"date\",inplace=True, axis=1)\n",
+    "df_mens_of=df_mens_of[\"Date diesel_ttc super_98_ttc super_95_ttc super_plombe_ttc super_95_e10_ttc\".split(' ')]\n",
+    "df_mens_of.to_csv(\"prix_mensuel_carburants.csv\", index=False, index_label=False)\n",
+    "df_mens_of"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 87,
    "id": "49128573-c7ca-4d64-bac1-d84edcf65742",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
       "<class 'pandas.core.frame.DataFrame'>\n",
-      "Int64Index: 364 entries, 0 to 363\n",
+      "Int64Index: 380 entries, 0 to 379\n",
       "Data columns (total 6 columns):\n",
       " #   Column            Non-Null Count  Dtype  \n",
       "---  ------            --------------  -----  \n",
-      " 0   date              364 non-null    object \n",
-      " 1   diesel_ttc        364 non-null    float64\n",
-      " 2   super_98_ttc      364 non-null    float64\n",
-      " 3   super_95_ttc      244 non-null    float64\n",
+      " 0   date              380 non-null    object \n",
+      " 1   diesel_ttc        380 non-null    float64\n",
+      " 2   super_98_ttc      380 non-null    float64\n",
+      " 3   super_95_ttc      260 non-null    float64\n",
       " 4   super_plombe_ttc  157 non-null    float64\n",
-      " 5   super_95_e10_ttc  40 non-null     float64\n",
+      " 5   super_95_e10_ttc  56 non-null     float64\n",
       "dtypes: float64(5), object(1)\n",
-      "memory usage: 19.9+ KB\n"
+      "memory usage: 20.8+ KB\n"
      ]
     }
    ],
@@ -375,9 +582,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 98,
    "id": "8edc5227-ee31-45fd-8d94-a7e803012312",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [
     {
      "data": {
@@ -400,7 +609,7 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
-       "      <th>date</th>\n",
+       "      <th>annee</th>\n",
        "      <th>diesel_ttc</th>\n",
        "      <th>super_98_ttc</th>\n",
        "      <th>super_95_ttc</th>\n",
@@ -410,142 +619,142 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>32</th>\n",
-       "      <td>2022</td>\n",
-       "      <td>1.81</td>\n",
-       "      <td>1.89</td>\n",
-       "      <td>1.83</td>\n",
+       "      <th>0</th>\n",
+       "      <td>1992</td>\n",
+       "      <td>0.54</td>\n",
+       "      <td>0.78</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.80</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>31</th>\n",
-       "      <td>2021</td>\n",
-       "      <td>1.44</td>\n",
-       "      <td>1.62</td>\n",
-       "      <td>1.56</td>\n",
+       "      <td>0.81</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.54</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>30</th>\n",
-       "      <td>2020</td>\n",
-       "      <td>1.27</td>\n",
-       "      <td>1.42</td>\n",
-       "      <td>1.37</td>\n",
+       "      <th>1</th>\n",
+       "      <td>1993</td>\n",
+       "      <td>0.56</td>\n",
+       "      <td>0.79</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.35</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>2019</td>\n",
-       "      <td>1.44</td>\n",
-       "      <td>1.56</td>\n",
-       "      <td>1.51</td>\n",
+       "      <td>0.84</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.49</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>2018</td>\n",
-       "      <td>1.44</td>\n",
-       "      <td>1.57</td>\n",
-       "      <td>1.51</td>\n",
+       "      <th>2</th>\n",
+       "      <td>1994</td>\n",
+       "      <td>0.60</td>\n",
+       "      <td>0.82</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>0.87</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>2017</td>\n",
-       "      <td>1.23</td>\n",
-       "      <td>1.45</td>\n",
-       "      <td>1.38</td>\n",
+       "      <th>3</th>\n",
+       "      <td>1995</td>\n",
+       "      <td>0.59</td>\n",
+       "      <td>0.87</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>0.90</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>2016</td>\n",
-       "      <td>1.11</td>\n",
-       "      <td>1.35</td>\n",
-       "      <td>1.32</td>\n",
+       "      <th>4</th>\n",
+       "      <td>1996</td>\n",
+       "      <td>0.66</td>\n",
+       "      <td>0.92</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>0.96</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>2015</td>\n",
-       "      <td>1.17</td>\n",
-       "      <td>1.41</td>\n",
-       "      <td>1.37</td>\n",
+       "      <th>5</th>\n",
+       "      <td>1997</td>\n",
+       "      <td>0.68</td>\n",
+       "      <td>0.96</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>0.99</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>2014</td>\n",
-       "      <td>1.30</td>\n",
-       "      <td>1.54</td>\n",
-       "      <td>1.50</td>\n",
+       "      <th>6</th>\n",
+       "      <td>1998</td>\n",
+       "      <td>0.64</td>\n",
+       "      <td>0.93</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>0.96</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>2013</td>\n",
-       "      <td>1.36</td>\n",
-       "      <td>1.60</td>\n",
-       "      <td>1.56</td>\n",
+       "      <th>7</th>\n",
+       "      <td>1999</td>\n",
+       "      <td>0.69</td>\n",
+       "      <td>0.96</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>1.01</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>2012</td>\n",
-       "      <td>1.41</td>\n",
-       "      <td>1.63</td>\n",
-       "      <td>1.59</td>\n",
+       "      <th>8</th>\n",
+       "      <td>2000</td>\n",
+       "      <td>0.85</td>\n",
+       "      <td>1.11</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>1.18</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>2011</td>\n",
-       "      <td>1.34</td>\n",
-       "      <td>1.55</td>\n",
-       "      <td>1.50</td>\n",
+       "      <th>9</th>\n",
+       "      <td>2001</td>\n",
+       "      <td>0.80</td>\n",
+       "      <td>1.05</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>1.13</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>2010</td>\n",
-       "      <td>1.16</td>\n",
-       "      <td>1.40</td>\n",
-       "      <td>1.36</td>\n",
+       "      <th>10</th>\n",
+       "      <td>2002</td>\n",
+       "      <td>0.77</td>\n",
+       "      <td>1.03</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>1.10</td>\n",
        "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>2003</td>\n",
+       "      <td>0.80</td>\n",
+       "      <td>1.04</td>\n",
+       "      <td>1.02</td>\n",
+       "      <td>1.11</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>2009</td>\n",
-       "      <td>1.01</td>\n",
-       "      <td>1.25</td>\n",
-       "      <td>1.22</td>\n",
+       "      <th>12</th>\n",
+       "      <td>2004</td>\n",
+       "      <td>0.89</td>\n",
+       "      <td>1.09</td>\n",
+       "      <td>1.08</td>\n",
+       "      <td>1.16</td>\n",
        "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>2005</td>\n",
+       "      <td>1.03</td>\n",
+       "      <td>1.21</td>\n",
+       "      <td>1.18</td>\n",
+       "      <td>1.24</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>2008</td>\n",
-       "      <td>1.28</td>\n",
-       "      <td>1.42</td>\n",
-       "      <td>1.38</td>\n",
+       "      <th>14</th>\n",
+       "      <td>2006</td>\n",
+       "      <td>1.09</td>\n",
+       "      <td>1.29</td>\n",
+       "      <td>1.25</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>17</th>\n",
+       "      <th>15</th>\n",
        "      <td>2007</td>\n",
        "      <td>1.10</td>\n",
        "      <td>1.32</td>\n",
@@ -555,271 +764,419 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
-       "      <td>2006</td>\n",
-       "      <td>1.09</td>\n",
-       "      <td>1.29</td>\n",
-       "      <td>1.25</td>\n",
+       "      <td>2008</td>\n",
+       "      <td>1.28</td>\n",
+       "      <td>1.42</td>\n",
+       "      <td>1.38</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>2005</td>\n",
-       "      <td>1.03</td>\n",
-       "      <td>1.21</td>\n",
-       "      <td>1.18</td>\n",
-       "      <td>1.24</td>\n",
+       "      <th>17</th>\n",
+       "      <td>2009</td>\n",
+       "      <td>1.01</td>\n",
+       "      <td>1.25</td>\n",
+       "      <td>1.22</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>2004</td>\n",
-       "      <td>0.89</td>\n",
-       "      <td>1.09</td>\n",
-       "      <td>1.08</td>\n",
+       "      <th>18</th>\n",
+       "      <td>2010</td>\n",
        "      <td>1.16</td>\n",
+       "      <td>1.40</td>\n",
+       "      <td>1.36</td>\n",
        "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>2003</td>\n",
-       "      <td>0.80</td>\n",
-       "      <td>1.04</td>\n",
-       "      <td>1.02</td>\n",
-       "      <td>1.11</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>2002</td>\n",
-       "      <td>0.77</td>\n",
-       "      <td>1.03</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>1.10</td>\n",
+       "      <th>19</th>\n",
+       "      <td>2011</td>\n",
+       "      <td>1.34</td>\n",
+       "      <td>1.55</td>\n",
+       "      <td>1.50</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>2001</td>\n",
-       "      <td>0.80</td>\n",
-       "      <td>1.05</td>\n",
+       "      <th>20</th>\n",
+       "      <td>2012</td>\n",
+       "      <td>1.41</td>\n",
+       "      <td>1.63</td>\n",
+       "      <td>1.59</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.13</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>2000</td>\n",
-       "      <td>0.85</td>\n",
-       "      <td>1.11</td>\n",
+       "      <th>21</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1.36</td>\n",
+       "      <td>1.60</td>\n",
+       "      <td>1.56</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.18</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>1999</td>\n",
-       "      <td>0.69</td>\n",
-       "      <td>0.96</td>\n",
+       "      <th>22</th>\n",
+       "      <td>2014</td>\n",
+       "      <td>1.30</td>\n",
+       "      <td>1.54</td>\n",
+       "      <td>1.50</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.01</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>1998</td>\n",
-       "      <td>0.64</td>\n",
-       "      <td>0.93</td>\n",
+       "      <th>23</th>\n",
+       "      <td>2015</td>\n",
+       "      <td>1.17</td>\n",
+       "      <td>1.41</td>\n",
+       "      <td>1.37</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>0.96</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>1997</td>\n",
-       "      <td>0.68</td>\n",
-       "      <td>0.96</td>\n",
+       "      <th>24</th>\n",
+       "      <td>2016</td>\n",
+       "      <td>1.11</td>\n",
+       "      <td>1.35</td>\n",
+       "      <td>1.32</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>0.99</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>1996</td>\n",
-       "      <td>0.66</td>\n",
-       "      <td>0.92</td>\n",
+       "      <th>25</th>\n",
+       "      <td>2017</td>\n",
+       "      <td>1.23</td>\n",
+       "      <td>1.45</td>\n",
+       "      <td>1.38</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>0.96</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>1995</td>\n",
-       "      <td>0.59</td>\n",
-       "      <td>0.87</td>\n",
+       "      <th>26</th>\n",
+       "      <td>2018</td>\n",
+       "      <td>1.44</td>\n",
+       "      <td>1.57</td>\n",
+       "      <td>1.51</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>0.90</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>1994</td>\n",
-       "      <td>0.60</td>\n",
-       "      <td>0.82</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>0.87</td>\n",
+       "      <th>27</th>\n",
+       "      <td>2019</td>\n",
+       "      <td>1.44</td>\n",
+       "      <td>1.56</td>\n",
+       "      <td>1.51</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>1.49</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>1993</td>\n",
-       "      <td>0.56</td>\n",
-       "      <td>0.79</td>\n",
+       "      <th>28</th>\n",
+       "      <td>2020</td>\n",
+       "      <td>1.27</td>\n",
+       "      <td>1.42</td>\n",
+       "      <td>1.37</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>0.84</td>\n",
+       "      <td>1.35</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>2021</td>\n",
+       "      <td>1.44</td>\n",
+       "      <td>1.62</td>\n",
+       "      <td>1.56</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>1.54</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>1992</td>\n",
-       "      <td>0.54</td>\n",
-       "      <td>0.78</td>\n",
+       "      <th>30</th>\n",
+       "      <td>2022</td>\n",
+       "      <td>1.86</td>\n",
+       "      <td>1.88</td>\n",
+       "      <td>1.83</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>0.81</td>\n",
+       "      <td>1.78</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31</th>\n",
+       "      <td>2023</td>\n",
+       "      <td>1.80</td>\n",
+       "      <td>1.96</td>\n",
+       "      <td>1.90</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>1.88</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "    date  diesel_ttc  super_98_ttc  super_95_ttc  super_plombe_ttc  \\\n",
-       "32  2022        1.81          1.89          1.83               NaN   \n",
-       "31  2021        1.44          1.62          1.56               NaN   \n",
-       "30  2020        1.27          1.42          1.37               NaN   \n",
-       "29  2019        1.44          1.56          1.51               NaN   \n",
-       "28  2018        1.44          1.57          1.51               NaN   \n",
-       "27  2017        1.23          1.45          1.38               NaN   \n",
-       "26  2016        1.11          1.35          1.32               NaN   \n",
-       "25  2015        1.17          1.41          1.37               NaN   \n",
-       "24  2014        1.30          1.54          1.50               NaN   \n",
-       "23  2013        1.36          1.60          1.56               NaN   \n",
-       "22  2012        1.41          1.63          1.59               NaN   \n",
-       "21  2011        1.34          1.55          1.50               NaN   \n",
-       "20  2010        1.16          1.40          1.36               NaN   \n",
-       "19  2009        1.01          1.25          1.22               NaN   \n",
-       "18  2008        1.28          1.42          1.38               NaN   \n",
-       "17  2007        1.10          1.32          1.29               NaN   \n",
-       "16  2006        1.09          1.29          1.25               NaN   \n",
-       "15  2005        1.03          1.21          1.18              1.24   \n",
-       "14  2004        0.89          1.09          1.08              1.16   \n",
-       "13  2003        0.80          1.04          1.02              1.11   \n",
-       "12  2002        0.77          1.03          1.00              1.10   \n",
-       "11  2001        0.80          1.05           NaN              1.13   \n",
-       "10  2000        0.85          1.11           NaN              1.18   \n",
-       "9   1999        0.69          0.96           NaN              1.01   \n",
-       "8   1998        0.64          0.93           NaN              0.96   \n",
-       "7   1997        0.68          0.96           NaN              0.99   \n",
-       "6   1996        0.66          0.92           NaN              0.96   \n",
-       "5   1995        0.59          0.87           NaN              0.90   \n",
-       "4   1994        0.60          0.82           NaN              0.87   \n",
-       "3   1993        0.56          0.79           NaN              0.84   \n",
-       "2   1992        0.54          0.78           NaN              0.81   \n",
+       "   annee  diesel_ttc  super_98_ttc  super_95_ttc  super_plombe_ttc  \\\n",
+       "0   1992        0.54          0.78           NaN              0.81   \n",
+       "1   1993        0.56          0.79           NaN              0.84   \n",
+       "2   1994        0.60          0.82           NaN              0.87   \n",
+       "3   1995        0.59          0.87           NaN              0.90   \n",
+       "4   1996        0.66          0.92           NaN              0.96   \n",
+       "5   1997        0.68          0.96           NaN              0.99   \n",
+       "6   1998        0.64          0.93           NaN              0.96   \n",
+       "7   1999        0.69          0.96           NaN              1.01   \n",
+       "8   2000        0.85          1.11           NaN              1.18   \n",
+       "9   2001        0.80          1.05           NaN              1.13   \n",
+       "10  2002        0.77          1.03          1.00              1.10   \n",
+       "11  2003        0.80          1.04          1.02              1.11   \n",
+       "12  2004        0.89          1.09          1.08              1.16   \n",
+       "13  2005        1.03          1.21          1.18              1.24   \n",
+       "14  2006        1.09          1.29          1.25               NaN   \n",
+       "15  2007        1.10          1.32          1.29               NaN   \n",
+       "16  2008        1.28          1.42          1.38               NaN   \n",
+       "17  2009        1.01          1.25          1.22               NaN   \n",
+       "18  2010        1.16          1.40          1.36               NaN   \n",
+       "19  2011        1.34          1.55          1.50               NaN   \n",
+       "20  2012        1.41          1.63          1.59               NaN   \n",
+       "21  2013        1.36          1.60          1.56               NaN   \n",
+       "22  2014        1.30          1.54          1.50               NaN   \n",
+       "23  2015        1.17          1.41          1.37               NaN   \n",
+       "24  2016        1.11          1.35          1.32               NaN   \n",
+       "25  2017        1.23          1.45          1.38               NaN   \n",
+       "26  2018        1.44          1.57          1.51               NaN   \n",
+       "27  2019        1.44          1.56          1.51               NaN   \n",
+       "28  2020        1.27          1.42          1.37               NaN   \n",
+       "29  2021        1.44          1.62          1.56               NaN   \n",
+       "30  2022        1.86          1.88          1.83               NaN   \n",
+       "31  2023        1.80          1.96          1.90               NaN   \n",
        "\n",
        "    super_95_e10_ttc  \n",
-       "32              1.80  \n",
-       "31              1.54  \n",
-       "30              1.35  \n",
-       "29              1.49  \n",
-       "28               NaN  \n",
-       "27               NaN  \n",
-       "26               NaN  \n",
-       "25               NaN  \n",
-       "24               NaN  \n",
-       "23               NaN  \n",
-       "22               NaN  \n",
-       "21               NaN  \n",
-       "20               NaN  \n",
-       "19               NaN  \n",
-       "18               NaN  \n",
-       "17               NaN  \n",
-       "16               NaN  \n",
-       "15               NaN  \n",
-       "14               NaN  \n",
-       "13               NaN  \n",
-       "12               NaN  \n",
-       "11               NaN  \n",
-       "10               NaN  \n",
-       "9                NaN  \n",
-       "8                NaN  \n",
-       "7                NaN  \n",
-       "6                NaN  \n",
-       "5                NaN  \n",
-       "4                NaN  \n",
+       "0                NaN  \n",
+       "1                NaN  \n",
+       "2                NaN  \n",
        "3                NaN  \n",
-       "2                NaN  "
+       "4                NaN  \n",
+       "5                NaN  \n",
+       "6                NaN  \n",
+       "7                NaN  \n",
+       "8                NaN  \n",
+       "9                NaN  \n",
+       "10               NaN  \n",
+       "11               NaN  \n",
+       "12               NaN  \n",
+       "13               NaN  \n",
+       "14               NaN  \n",
+       "15               NaN  \n",
+       "16               NaN  \n",
+       "17               NaN  \n",
+       "18               NaN  \n",
+       "19               NaN  \n",
+       "20               NaN  \n",
+       "21               NaN  \n",
+       "22               NaN  \n",
+       "23               NaN  \n",
+       "24               NaN  \n",
+       "25               NaN  \n",
+       "26               NaN  \n",
+       "27              1.49  \n",
+       "28              1.35  \n",
+       "29              1.54  \n",
+       "30              1.78  \n",
+       "31              1.88  "
+      ]
+     },
+     "execution_count": 98,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_ann = df_mens.copy()\n",
+    "df_ann[['annee','mois','jour']] = df_ann['date'].str.split('-',expand=True)\n",
+    "df_ann.drop(['date','mois','jour'], axis=1, inplace=True)\n",
+    "\n",
+    "df_ann = df_ann.groupby(['annee']).agg({'diesel_ttc': ['mean'],'super_98_ttc': ['mean'],\n",
+    "                                         'super_95_ttc': ['mean'],'super_plombe_ttc': ['mean'],\n",
+    "                                         'super_95_e10_ttc': ['mean']}, as_index=False).round(2)\n",
+    "# Joining res column and values\n",
+    "df_ann.columns = list(map(''.join, df_ann.columns.values))\n",
+    "df_ann.reset_index(inplace=True)\n",
+    "df_ann.sort_values(by='annee',ascending = True, inplace= True)\n",
+    "df_ann.to_csv(\"prix_annuel_carburant.csv\", index=False, index_label=False)\n",
+    "df_ann.columns=\"annee diesel_ttc super_98_ttc super_95_ttc super_plombe_ttc super_95_e10_ttc\".split(' ')\n",
+    "df_ann"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 90,
+   "id": "ca94602c-9898-479d-aa7b-1ede366e6850",
+   "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 th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>diesel_ttcmean</th>\n",
+       "      <th>super_98_ttcmean</th>\n",
+       "      <th>super_95_ttcmean</th>\n",
+       "      <th>super_plombe_ttcmean</th>\n",
+       "      <th>super_95_e10_ttcmean</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>count</th>\n",
+       "      <td>32.000000</td>\n",
+       "      <td>32.000000</td>\n",
+       "      <td>22.000000</td>\n",
+       "      <td>14.000000</td>\n",
+       "      <td>5.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>mean</th>\n",
+       "      <td>1.059688</td>\n",
+       "      <td>1.274375</td>\n",
+       "      <td>1.394545</td>\n",
+       "      <td>1.018571</td>\n",
+       "      <td>1.608000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>std</th>\n",
+       "      <td>0.358496</td>\n",
+       "      <td>0.318332</td>\n",
+       "      <td>0.228717</td>\n",
+       "      <td>0.136374</td>\n",
+       "      <td>0.217187</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>min</th>\n",
+       "      <td>0.540000</td>\n",
+       "      <td>0.780000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>0.810000</td>\n",
+       "      <td>1.350000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25%</th>\n",
+       "      <td>0.750000</td>\n",
+       "      <td>1.012500</td>\n",
+       "      <td>1.260000</td>\n",
+       "      <td>0.915000</td>\n",
+       "      <td>1.490000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50%</th>\n",
+       "      <td>1.095000</td>\n",
+       "      <td>1.305000</td>\n",
+       "      <td>1.375000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>1.540000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75%</th>\n",
+       "      <td>1.310000</td>\n",
+       "      <td>1.542500</td>\n",
+       "      <td>1.510000</td>\n",
+       "      <td>1.125000</td>\n",
+       "      <td>1.780000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>max</th>\n",
+       "      <td>1.860000</td>\n",
+       "      <td>1.960000</td>\n",
+       "      <td>1.900000</td>\n",
+       "      <td>1.240000</td>\n",
+       "      <td>1.880000</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       diesel_ttcmean  super_98_ttcmean  super_95_ttcmean  \\\n",
+       "count       32.000000         32.000000         22.000000   \n",
+       "mean         1.059688          1.274375          1.394545   \n",
+       "std          0.358496          0.318332          0.228717   \n",
+       "min          0.540000          0.780000          1.000000   \n",
+       "25%          0.750000          1.012500          1.260000   \n",
+       "50%          1.095000          1.305000          1.375000   \n",
+       "75%          1.310000          1.542500          1.510000   \n",
+       "max          1.860000          1.960000          1.900000   \n",
+       "\n",
+       "       super_plombe_ttcmean  super_95_e10_ttcmean  \n",
+       "count             14.000000              5.000000  \n",
+       "mean               1.018571              1.608000  \n",
+       "std                0.136374              0.217187  \n",
+       "min                0.810000              1.350000  \n",
+       "25%                0.915000              1.490000  \n",
+       "50%                1.000000              1.540000  \n",
+       "75%                1.125000              1.780000  \n",
+       "max                1.240000              1.880000  "
       ]
      },
-     "execution_count": 9,
+     "execution_count": 90,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "df_ann = df_mens.copy()\n",
-    "df_ann[['annee','mois','jour']] = df_ann['date'].str.split('-',expand=True)\n",
-    "df_ann.drop(['date','mois','jour'], axis=1, inplace=True)\n",
-    "df_ann = df_ann.groupby(['annee']).agg({'diesel_ttc': ['mean'],'super_98_ttc': ['mean'],\n",
-    "                                         'super_95_ttc': ['mean'],'super_plombe_ttc': ['mean'],\n",
-    "                                         'super_95_e10_ttc': ['mean']}).round(2)\n",
-    "df_ann.to_csv(\"prix_annuel_carburant.csv\")\n",
-    "df_ann = pd.read_csv(\"prix_annuel_carburant.csv\", sep=\",\")\n",
-    "os.remove(\"prix_annuel_carburant.csv\")\n",
-    "df_ann = df_ann.iloc[2:, :]\n",
-    "df_ann = df_ann.rename(columns={'Unnamed: 0': 'date'})\n",
-    "for carburant, id_url in carburants.items():\n",
-    "    df_ann = clean_df(carburant,df_ann)\n",
-    "df_ann.sort_values(by='date',ascending = False, inplace= True)\n",
-    "df_ann.to_csv(\"prix_litre_annuel_carburant.csv\", index=False, index_label=False)\n",
-    "df_ann"
+    "df_ann.describe()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
-   "id": "ca94602c-9898-479d-aa7b-1ede366e6850",
-   "metadata": {},
+   "execution_count": 91,
+   "id": "d506ef42-c388-4690-b3dc-116a08a6c2c3",
+   "metadata": {
+    "tags": []
+   },
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
       "<class 'pandas.core.frame.DataFrame'>\n",
-      "Int64Index: 31 entries, 32 to 2\n",
+      "Int64Index: 32 entries, 0 to 31\n",
       "Data columns (total 6 columns):\n",
-      " #   Column            Non-Null Count  Dtype  \n",
-      "---  ------            --------------  -----  \n",
-      " 0   date              31 non-null     object \n",
-      " 1   diesel_ttc        31 non-null     float64\n",
-      " 2   super_98_ttc      31 non-null     float64\n",
-      " 3   super_95_ttc      21 non-null     float64\n",
-      " 4   super_plombe_ttc  14 non-null     float64\n",
-      " 5   super_95_e10_ttc  4 non-null      float64\n",
+      " #   Column                Non-Null Count  Dtype  \n",
+      "---  ------                --------------  -----  \n",
+      " 0   annee                 32 non-null     object \n",
+      " 1   diesel_ttcmean        32 non-null     float64\n",
+      " 2   super_98_ttcmean      32 non-null     float64\n",
+      " 3   super_95_ttcmean      22 non-null     float64\n",
+      " 4   super_plombe_ttcmean  14 non-null     float64\n",
+      " 5   super_95_e10_ttcmean  5 non-null      float64\n",
       "dtypes: float64(5), object(1)\n",
-      "memory usage: 1.7+ KB\n"
+      "memory usage: 1.8+ KB\n"
      ]
     }
    ],
    "source": [
-    "df_ann.describe()\n",
     "df_ann.info()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
-   "id": "94720f2b-1184-4b0d-8d74-e03c5b80fd39",
-   "metadata": {},
+   "execution_count": 94,
+   "id": "02992af3-7110-4f17-9ac2-f4f0f2fdc4de",
+   "metadata": {
+    "tags": []
+   },
    "outputs": [
     {
      "data": {
@@ -853,48 +1210,48 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>2022-04-01</td>\n",
-       "      <td>1.87</td>\n",
-       "      <td>1.87</td>\n",
-       "      <td>1.82</td>\n",
+       "      <td>2023-08-01</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>194.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.76</td>\n",
+       "      <td>193.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>2022-03-01</td>\n",
-       "      <td>2.02</td>\n",
-       "      <td>2.05</td>\n",
-       "      <td>2.00</td>\n",
+       "      <td>2023-07-01</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>185.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.96</td>\n",
+       "      <td>184.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>2022-02-01</td>\n",
-       "      <td>1.72</td>\n",
-       "      <td>1.86</td>\n",
-       "      <td>1.80</td>\n",
+       "      <td>2023-06-01</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>188.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.77</td>\n",
+       "      <td>186.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>2022-01-01</td>\n",
-       "      <td>1.63</td>\n",
-       "      <td>1.77</td>\n",
-       "      <td>1.71</td>\n",
+       "      <td>2023-05-01</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>187.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.69</td>\n",
+       "      <td>185.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>2021-12-01</td>\n",
-       "      <td>1.54</td>\n",
-       "      <td>1.70</td>\n",
-       "      <td>1.64</td>\n",
+       "      <td>2023-04-01</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>195.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.61</td>\n",
+       "      <td>193.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>...</th>\n",
@@ -906,111 +1263,105 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>359</th>\n",
+       "      <th>375</th>\n",
        "      <td>1992-05-01</td>\n",
-       "      <td>0.54</td>\n",
-       "      <td>0.78</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>78.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>0.81</td>\n",
+       "      <td>81.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>360</th>\n",
+       "      <th>376</th>\n",
        "      <td>1992-04-01</td>\n",
-       "      <td>0.53</td>\n",
-       "      <td>0.77</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>77.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>0.81</td>\n",
+       "      <td>81.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>361</th>\n",
+       "      <th>377</th>\n",
        "      <td>1992-03-01</td>\n",
-       "      <td>0.54</td>\n",
-       "      <td>0.77</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>77.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>0.81</td>\n",
+       "      <td>81.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>362</th>\n",
+       "      <th>378</th>\n",
        "      <td>1992-02-01</td>\n",
-       "      <td>0.54</td>\n",
-       "      <td>0.78</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>78.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>0.81</td>\n",
+       "      <td>81.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>363</th>\n",
+       "      <th>379</th>\n",
        "      <td>1992-01-01</td>\n",
-       "      <td>0.54</td>\n",
-       "      <td>0.78</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>78.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>0.80</td>\n",
+       "      <td>80.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>364 rows × 6 columns</p>\n",
+       "<p>380 rows × 6 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
        "           date  diesel_ttc  super_98_ttc  super_95_ttc  super_plombe_ttc  \\\n",
-       "0    2022-04-01        1.87          1.87          1.82               NaN   \n",
-       "1    2022-03-01        2.02          2.05          2.00               NaN   \n",
-       "2    2022-02-01        1.72          1.86          1.80               NaN   \n",
-       "3    2022-01-01        1.63          1.77          1.71               NaN   \n",
-       "4    2021-12-01        1.54          1.70          1.64               NaN   \n",
+       "0    2023-08-01       185.0         199.0         194.0               NaN   \n",
+       "1    2023-07-01       172.0         191.0         185.0               NaN   \n",
+       "2    2023-06-01       170.0         194.0         188.0               NaN   \n",
+       "3    2023-05-01       169.0         193.0         187.0               NaN   \n",
+       "4    2023-04-01       181.0         200.0         195.0               NaN   \n",
        "..          ...         ...           ...           ...               ...   \n",
-       "359  1992-05-01        0.54          0.78           NaN              0.81   \n",
-       "360  1992-04-01        0.53          0.77           NaN              0.81   \n",
-       "361  1992-03-01        0.54          0.77           NaN              0.81   \n",
-       "362  1992-02-01        0.54          0.78           NaN              0.81   \n",
-       "363  1992-01-01        0.54          0.78           NaN              0.80   \n",
+       "375  1992-05-01        54.0          78.0           NaN              81.0   \n",
+       "376  1992-04-01        53.0          77.0           NaN              81.0   \n",
+       "377  1992-03-01        54.0          77.0           NaN              81.0   \n",
+       "378  1992-02-01        54.0          78.0           NaN              81.0   \n",
+       "379  1992-01-01        54.0          78.0           NaN              80.0   \n",
        "\n",
        "     super_95_e10_ttc  \n",
-       "0                1.76  \n",
-       "1                1.96  \n",
-       "2                1.77  \n",
-       "3                1.69  \n",
-       "4                1.61  \n",
+       "0               193.0  \n",
+       "1               184.0  \n",
+       "2               186.0  \n",
+       "3               185.0  \n",
+       "4               193.0  \n",
        "..                ...  \n",
-       "359               NaN  \n",
-       "360               NaN  \n",
-       "361               NaN  \n",
-       "362               NaN  \n",
-       "363               NaN  \n",
+       "375               NaN  \n",
+       "376               NaN  \n",
+       "377               NaN  \n",
+       "378               NaN  \n",
+       "379               NaN  \n",
        "\n",
-       "[364 rows x 6 columns]"
+       "[380 rows x 6 columns]"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 94,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "df_mens"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "02992af3-7110-4f17-9ac2-f4f0f2fdc4de",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "df_mens.loc[:,['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']] *= 100\n",
-    "df_mens[['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']] = df_mens[['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']].round(0)\n",
-    "df_mens.to_csv(\"prix_hectolitre_mensuel_carburant.csv\", index=False, index_label=False)"
+    "df_mens_hecto = df_mens.copy()\n",
+    "df_mens_hecto.loc[:,['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']] *= 100\n",
+    "df_mens_hecto[['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']] = df_mens_hecto[['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']].round(0)\n",
+    "df_mens_hecto.to_csv(\"prix_hectolitre_mensuel_carburant.csv\", index=False, index_label=False)\n",
+    "df_mens_hecto"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
-   "id": "62b9b211-5aa0-4180-8eea-33b6bc2ac4eb",
-   "metadata": {},
+   "execution_count": 96,
+   "id": "17b3bb14-5ffe-42f3-a0f8-6164ea879b63",
+   "metadata": {
+    "tags": []
+   },
    "outputs": [
     {
      "data": {
@@ -1033,175 +1384,393 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
-       "      <th>date</th>\n",
-       "      <th>diesel_ttc</th>\n",
-       "      <th>super_98_ttc</th>\n",
-       "      <th>super_95_ttc</th>\n",
-       "      <th>super_plombe_ttc</th>\n",
-       "      <th>super_95_e10_ttc</th>\n",
+       "      <th>annee</th>\n",
+       "      <th>diesel_ttcmean</th>\n",
+       "      <th>super_98_ttcmean</th>\n",
+       "      <th>super_95_ttcmean</th>\n",
+       "      <th>super_plombe_ttcmean</th>\n",
+       "      <th>super_95_e10_ttcmean</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>2022-04-01</td>\n",
-       "      <td>187.0</td>\n",
-       "      <td>187.0</td>\n",
-       "      <td>182.0</td>\n",
+       "      <td>1992</td>\n",
+       "      <td>0.54</td>\n",
+       "      <td>0.78</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.81</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>1993</td>\n",
+       "      <td>0.56</td>\n",
+       "      <td>0.79</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.84</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>1994</td>\n",
+       "      <td>0.60</td>\n",
+       "      <td>0.82</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.87</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>1995</td>\n",
+       "      <td>0.59</td>\n",
+       "      <td>0.87</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.90</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>1996</td>\n",
+       "      <td>0.66</td>\n",
+       "      <td>0.92</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.96</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>1997</td>\n",
+       "      <td>0.68</td>\n",
+       "      <td>0.96</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.99</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>1998</td>\n",
+       "      <td>0.64</td>\n",
+       "      <td>0.93</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.96</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>1999</td>\n",
+       "      <td>0.69</td>\n",
+       "      <td>0.96</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.01</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>2000</td>\n",
+       "      <td>0.85</td>\n",
+       "      <td>1.11</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.18</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>2001</td>\n",
+       "      <td>0.80</td>\n",
+       "      <td>1.05</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.13</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>2002</td>\n",
+       "      <td>0.77</td>\n",
+       "      <td>1.03</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>1.10</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>2003</td>\n",
+       "      <td>0.80</td>\n",
+       "      <td>1.04</td>\n",
+       "      <td>1.02</td>\n",
+       "      <td>1.11</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>2004</td>\n",
+       "      <td>0.89</td>\n",
+       "      <td>1.09</td>\n",
+       "      <td>1.08</td>\n",
+       "      <td>1.16</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>2005</td>\n",
+       "      <td>1.03</td>\n",
+       "      <td>1.21</td>\n",
+       "      <td>1.18</td>\n",
+       "      <td>1.24</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>2006</td>\n",
+       "      <td>1.09</td>\n",
+       "      <td>1.29</td>\n",
+       "      <td>1.25</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>2007</td>\n",
+       "      <td>1.10</td>\n",
+       "      <td>1.32</td>\n",
+       "      <td>1.29</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>2008</td>\n",
+       "      <td>1.28</td>\n",
+       "      <td>1.42</td>\n",
+       "      <td>1.38</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>2009</td>\n",
+       "      <td>1.01</td>\n",
+       "      <td>1.25</td>\n",
+       "      <td>1.22</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>2010</td>\n",
+       "      <td>1.16</td>\n",
+       "      <td>1.40</td>\n",
+       "      <td>1.36</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>176.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>2022-03-01</td>\n",
-       "      <td>202.0</td>\n",
-       "      <td>205.0</td>\n",
-       "      <td>200.0</td>\n",
+       "      <th>19</th>\n",
+       "      <td>2011</td>\n",
+       "      <td>1.34</td>\n",
+       "      <td>1.55</td>\n",
+       "      <td>1.50</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>196.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>2022-02-01</td>\n",
-       "      <td>172.0</td>\n",
-       "      <td>186.0</td>\n",
-       "      <td>180.0</td>\n",
+       "      <th>20</th>\n",
+       "      <td>2012</td>\n",
+       "      <td>1.41</td>\n",
+       "      <td>1.63</td>\n",
+       "      <td>1.59</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>177.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>2022-01-01</td>\n",
-       "      <td>163.0</td>\n",
-       "      <td>177.0</td>\n",
-       "      <td>171.0</td>\n",
+       "      <th>21</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1.36</td>\n",
+       "      <td>1.60</td>\n",
+       "      <td>1.56</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>169.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>2021-12-01</td>\n",
-       "      <td>154.0</td>\n",
-       "      <td>170.0</td>\n",
-       "      <td>164.0</td>\n",
+       "      <th>22</th>\n",
+       "      <td>2014</td>\n",
+       "      <td>1.30</td>\n",
+       "      <td>1.54</td>\n",
+       "      <td>1.50</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>161.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
+       "      <th>23</th>\n",
+       "      <td>2015</td>\n",
+       "      <td>1.17</td>\n",
+       "      <td>1.41</td>\n",
+       "      <td>1.37</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>359</th>\n",
-       "      <td>1992-05-01</td>\n",
-       "      <td>54.0</td>\n",
-       "      <td>78.0</td>\n",
+       "      <th>24</th>\n",
+       "      <td>2016</td>\n",
+       "      <td>1.11</td>\n",
+       "      <td>1.35</td>\n",
+       "      <td>1.32</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>81.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>360</th>\n",
-       "      <td>1992-04-01</td>\n",
-       "      <td>53.0</td>\n",
-       "      <td>77.0</td>\n",
+       "      <th>25</th>\n",
+       "      <td>2017</td>\n",
+       "      <td>1.23</td>\n",
+       "      <td>1.45</td>\n",
+       "      <td>1.38</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>81.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>361</th>\n",
-       "      <td>1992-03-01</td>\n",
-       "      <td>54.0</td>\n",
-       "      <td>77.0</td>\n",
+       "      <th>26</th>\n",
+       "      <td>2018</td>\n",
+       "      <td>1.44</td>\n",
+       "      <td>1.57</td>\n",
+       "      <td>1.51</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>81.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>362</th>\n",
-       "      <td>1992-02-01</td>\n",
-       "      <td>54.0</td>\n",
-       "      <td>78.0</td>\n",
+       "      <th>27</th>\n",
+       "      <td>2019</td>\n",
+       "      <td>1.44</td>\n",
+       "      <td>1.56</td>\n",
+       "      <td>1.51</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>81.0</td>\n",
+       "      <td>1.49</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>2020</td>\n",
+       "      <td>1.27</td>\n",
+       "      <td>1.42</td>\n",
+       "      <td>1.37</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>1.35</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>363</th>\n",
-       "      <td>1992-01-01</td>\n",
-       "      <td>54.0</td>\n",
-       "      <td>78.0</td>\n",
+       "      <th>29</th>\n",
+       "      <td>2021</td>\n",
+       "      <td>1.44</td>\n",
+       "      <td>1.62</td>\n",
+       "      <td>1.56</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>80.0</td>\n",
+       "      <td>1.54</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30</th>\n",
+       "      <td>2022</td>\n",
+       "      <td>1.86</td>\n",
+       "      <td>1.88</td>\n",
+       "      <td>1.83</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.78</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31</th>\n",
+       "      <td>2023</td>\n",
+       "      <td>1.80</td>\n",
+       "      <td>1.96</td>\n",
+       "      <td>1.90</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>1.88</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>364 rows × 6 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "           date  diesel_ttc  super_98_ttc  super_95_ttc  super_plombe_ttc  \\\n",
-       "0    2022-04-01       187.0         187.0         182.0               NaN   \n",
-       "1    2022-03-01       202.0         205.0         200.0               NaN   \n",
-       "2    2022-02-01       172.0         186.0         180.0               NaN   \n",
-       "3    2022-01-01       163.0         177.0         171.0               NaN   \n",
-       "4    2021-12-01       154.0         170.0         164.0               NaN   \n",
-       "..          ...         ...           ...           ...               ...   \n",
-       "359  1992-05-01        54.0          78.0           NaN              81.0   \n",
-       "360  1992-04-01        53.0          77.0           NaN              81.0   \n",
-       "361  1992-03-01        54.0          77.0           NaN              81.0   \n",
-       "362  1992-02-01        54.0          78.0           NaN              81.0   \n",
-       "363  1992-01-01        54.0          78.0           NaN              80.0   \n",
-       "\n",
-       "     super_95_e10_ttc  \n",
-       "0               176.0  \n",
-       "1               196.0  \n",
-       "2               177.0  \n",
-       "3               169.0  \n",
-       "4               161.0  \n",
-       "..                ...  \n",
-       "359               NaN  \n",
-       "360               NaN  \n",
-       "361               NaN  \n",
-       "362               NaN  \n",
-       "363               NaN  \n",
+       "   annee  diesel_ttcmean  super_98_ttcmean  super_95_ttcmean  \\\n",
+       "0   1992            0.54              0.78               NaN   \n",
+       "1   1993            0.56              0.79               NaN   \n",
+       "2   1994            0.60              0.82               NaN   \n",
+       "3   1995            0.59              0.87               NaN   \n",
+       "4   1996            0.66              0.92               NaN   \n",
+       "5   1997            0.68              0.96               NaN   \n",
+       "6   1998            0.64              0.93               NaN   \n",
+       "7   1999            0.69              0.96               NaN   \n",
+       "8   2000            0.85              1.11               NaN   \n",
+       "9   2001            0.80              1.05               NaN   \n",
+       "10  2002            0.77              1.03              1.00   \n",
+       "11  2003            0.80              1.04              1.02   \n",
+       "12  2004            0.89              1.09              1.08   \n",
+       "13  2005            1.03              1.21              1.18   \n",
+       "14  2006            1.09              1.29              1.25   \n",
+       "15  2007            1.10              1.32              1.29   \n",
+       "16  2008            1.28              1.42              1.38   \n",
+       "17  2009            1.01              1.25              1.22   \n",
+       "18  2010            1.16              1.40              1.36   \n",
+       "19  2011            1.34              1.55              1.50   \n",
+       "20  2012            1.41              1.63              1.59   \n",
+       "21  2013            1.36              1.60              1.56   \n",
+       "22  2014            1.30              1.54              1.50   \n",
+       "23  2015            1.17              1.41              1.37   \n",
+       "24  2016            1.11              1.35              1.32   \n",
+       "25  2017            1.23              1.45              1.38   \n",
+       "26  2018            1.44              1.57              1.51   \n",
+       "27  2019            1.44              1.56              1.51   \n",
+       "28  2020            1.27              1.42              1.37   \n",
+       "29  2021            1.44              1.62              1.56   \n",
+       "30  2022            1.86              1.88              1.83   \n",
+       "31  2023            1.80              1.96              1.90   \n",
        "\n",
-       "[364 rows x 6 columns]"
+       "    super_plombe_ttcmean  super_95_e10_ttcmean  \n",
+       "0                   0.81                   NaN  \n",
+       "1                   0.84                   NaN  \n",
+       "2                   0.87                   NaN  \n",
+       "3                   0.90                   NaN  \n",
+       "4                   0.96                   NaN  \n",
+       "5                   0.99                   NaN  \n",
+       "6                   0.96                   NaN  \n",
+       "7                   1.01                   NaN  \n",
+       "8                   1.18                   NaN  \n",
+       "9                   1.13                   NaN  \n",
+       "10                  1.10                   NaN  \n",
+       "11                  1.11                   NaN  \n",
+       "12                  1.16                   NaN  \n",
+       "13                  1.24                   NaN  \n",
+       "14                   NaN                   NaN  \n",
+       "15                   NaN                   NaN  \n",
+       "16                   NaN                   NaN  \n",
+       "17                   NaN                   NaN  \n",
+       "18                   NaN                   NaN  \n",
+       "19                   NaN                   NaN  \n",
+       "20                   NaN                   NaN  \n",
+       "21                   NaN                   NaN  \n",
+       "22                   NaN                   NaN  \n",
+       "23                   NaN                   NaN  \n",
+       "24                   NaN                   NaN  \n",
+       "25                   NaN                   NaN  \n",
+       "26                   NaN                   NaN  \n",
+       "27                   NaN                  1.49  \n",
+       "28                   NaN                  1.35  \n",
+       "29                   NaN                  1.54  \n",
+       "30                   NaN                  1.78  \n",
+       "31                   NaN                  1.88  "
       ]
      },
-     "execution_count": 13,
+     "execution_count": 96,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "df_mens"
+    "df_ann_hecto"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 100,
    "id": "372a7fe6-f63d-496b-87b8-171c1888ae81",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "df_ann.loc[:,['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']] *= 100\n",
-    "df_ann[['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']] = df_ann[['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']].round(0)\n",
-    "df_ann.to_csv(\"prix_hectolitre_annuel_carburant.csv\", index=False, index_label=False)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "id": "96ecd7ec-784e-46d6-92ea-5e53a29984f6",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [
     {
      "data": {
@@ -1224,7 +1793,7 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
-       "      <th>date</th>\n",
+       "      <th>annee</th>\n",
        "      <th>diesel_ttc</th>\n",
        "      <th>super_98_ttc</th>\n",
        "      <th>super_95_ttc</th>\n",
@@ -1234,142 +1803,142 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>32</th>\n",
-       "      <td>2022</td>\n",
-       "      <td>181.0</td>\n",
-       "      <td>189.0</td>\n",
-       "      <td>183.0</td>\n",
+       "      <th>0</th>\n",
+       "      <td>1992</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>78.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>180.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>31</th>\n",
-       "      <td>2021</td>\n",
-       "      <td>144.0</td>\n",
-       "      <td>162.0</td>\n",
-       "      <td>156.0</td>\n",
+       "      <td>81.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>154.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>30</th>\n",
-       "      <td>2020</td>\n",
-       "      <td>127.0</td>\n",
-       "      <td>142.0</td>\n",
-       "      <td>137.0</td>\n",
+       "      <th>1</th>\n",
+       "      <td>1993</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>84.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>135.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>2019</td>\n",
-       "      <td>144.0</td>\n",
-       "      <td>156.0</td>\n",
-       "      <td>151.0</td>\n",
+       "      <th>2</th>\n",
+       "      <td>1994</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>87.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>149.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>2018</td>\n",
-       "      <td>144.0</td>\n",
-       "      <td>157.0</td>\n",
-       "      <td>151.0</td>\n",
+       "      <th>3</th>\n",
+       "      <td>1995</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>87.0</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>90.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>2017</td>\n",
-       "      <td>123.0</td>\n",
-       "      <td>145.0</td>\n",
-       "      <td>138.0</td>\n",
+       "      <th>4</th>\n",
+       "      <td>1996</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>92.0</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>96.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>2016</td>\n",
-       "      <td>111.0</td>\n",
-       "      <td>135.0</td>\n",
-       "      <td>132.0</td>\n",
+       "      <th>5</th>\n",
+       "      <td>1997</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>96.0</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>99.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>2015</td>\n",
-       "      <td>117.0</td>\n",
-       "      <td>141.0</td>\n",
-       "      <td>137.0</td>\n",
+       "      <th>6</th>\n",
+       "      <td>1998</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>93.0</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>96.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>2014</td>\n",
-       "      <td>130.0</td>\n",
-       "      <td>154.0</td>\n",
-       "      <td>150.0</td>\n",
+       "      <th>7</th>\n",
+       "      <td>1999</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>96.0</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>101.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>2013</td>\n",
-       "      <td>136.0</td>\n",
-       "      <td>160.0</td>\n",
-       "      <td>156.0</td>\n",
+       "      <th>8</th>\n",
+       "      <td>2000</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>111.0</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>118.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>2012</td>\n",
-       "      <td>141.0</td>\n",
-       "      <td>163.0</td>\n",
-       "      <td>159.0</td>\n",
+       "      <th>9</th>\n",
+       "      <td>2001</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>105.0</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>113.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>2011</td>\n",
-       "      <td>134.0</td>\n",
-       "      <td>155.0</td>\n",
-       "      <td>150.0</td>\n",
+       "      <th>10</th>\n",
+       "      <td>2002</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>110.0</td>\n",
        "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>2003</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>111.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>2010</td>\n",
+       "      <th>12</th>\n",
+       "      <td>2004</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>108.0</td>\n",
        "      <td>116.0</td>\n",
-       "      <td>140.0</td>\n",
-       "      <td>136.0</td>\n",
-       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>2009</td>\n",
-       "      <td>101.0</td>\n",
-       "      <td>125.0</td>\n",
-       "      <td>122.0</td>\n",
-       "      <td>NaN</td>\n",
+       "      <th>13</th>\n",
+       "      <td>2005</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>124.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>2008</td>\n",
-       "      <td>128.0</td>\n",
-       "      <td>142.0</td>\n",
-       "      <td>138.0</td>\n",
+       "      <th>14</th>\n",
+       "      <td>2006</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>125.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>17</th>\n",
+       "      <th>15</th>\n",
        "      <td>2007</td>\n",
        "      <td>110.0</td>\n",
        "      <td>132.0</td>\n",
@@ -1379,226 +1948,244 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
-       "      <td>2006</td>\n",
-       "      <td>109.0</td>\n",
-       "      <td>129.0</td>\n",
-       "      <td>125.0</td>\n",
+       "      <td>2008</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>138.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>2005</td>\n",
-       "      <td>103.0</td>\n",
-       "      <td>121.0</td>\n",
-       "      <td>118.0</td>\n",
-       "      <td>124.0</td>\n",
+       "      <th>17</th>\n",
+       "      <td>2009</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>2004</td>\n",
-       "      <td>89.0</td>\n",
-       "      <td>109.0</td>\n",
-       "      <td>108.0</td>\n",
+       "      <th>18</th>\n",
+       "      <td>2010</td>\n",
        "      <td>116.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>136.0</td>\n",
        "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>2003</td>\n",
-       "      <td>80.0</td>\n",
-       "      <td>104.0</td>\n",
-       "      <td>102.0</td>\n",
-       "      <td>111.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>2002</td>\n",
-       "      <td>77.0</td>\n",
-       "      <td>103.0</td>\n",
-       "      <td>100.0</td>\n",
-       "      <td>110.0</td>\n",
+       "      <th>19</th>\n",
+       "      <td>2011</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>2001</td>\n",
-       "      <td>80.0</td>\n",
-       "      <td>105.0</td>\n",
+       "      <th>20</th>\n",
+       "      <td>2012</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>159.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>113.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>2000</td>\n",
-       "      <td>85.0</td>\n",
-       "      <td>111.0</td>\n",
+       "      <th>21</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>156.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>118.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>1999</td>\n",
-       "      <td>69.0</td>\n",
-       "      <td>96.0</td>\n",
+       "      <th>22</th>\n",
+       "      <td>2014</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>150.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>101.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>1998</td>\n",
-       "      <td>64.0</td>\n",
-       "      <td>93.0</td>\n",
+       "      <th>23</th>\n",
+       "      <td>2015</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>137.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>96.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>1997</td>\n",
-       "      <td>68.0</td>\n",
-       "      <td>96.0</td>\n",
+       "      <th>24</th>\n",
+       "      <td>2016</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>132.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>99.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>1996</td>\n",
-       "      <td>66.0</td>\n",
-       "      <td>92.0</td>\n",
+       "      <th>25</th>\n",
+       "      <td>2017</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>138.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>96.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>1995</td>\n",
-       "      <td>59.0</td>\n",
-       "      <td>87.0</td>\n",
+       "      <th>26</th>\n",
+       "      <td>2018</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>151.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>90.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>1994</td>\n",
-       "      <td>60.0</td>\n",
-       "      <td>82.0</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>87.0</td>\n",
+       "      <th>27</th>\n",
+       "      <td>2019</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>151.0</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>149.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>1993</td>\n",
-       "      <td>56.0</td>\n",
-       "      <td>79.0</td>\n",
+       "      <th>28</th>\n",
+       "      <td>2020</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>137.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>84.0</td>\n",
+       "      <td>135.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>2021</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>156.0</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>154.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>1992</td>\n",
-       "      <td>54.0</td>\n",
-       "      <td>78.0</td>\n",
+       "      <th>30</th>\n",
+       "      <td>2022</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>183.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>81.0</td>\n",
+       "      <td>178.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31</th>\n",
+       "      <td>2023</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>190.0</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>188.0</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "    date  diesel_ttc  super_98_ttc  super_95_ttc  super_plombe_ttc  \\\n",
-       "32  2022       181.0         189.0         183.0               NaN   \n",
-       "31  2021       144.0         162.0         156.0               NaN   \n",
-       "30  2020       127.0         142.0         137.0               NaN   \n",
-       "29  2019       144.0         156.0         151.0               NaN   \n",
-       "28  2018       144.0         157.0         151.0               NaN   \n",
-       "27  2017       123.0         145.0         138.0               NaN   \n",
-       "26  2016       111.0         135.0         132.0               NaN   \n",
-       "25  2015       117.0         141.0         137.0               NaN   \n",
-       "24  2014       130.0         154.0         150.0               NaN   \n",
-       "23  2013       136.0         160.0         156.0               NaN   \n",
-       "22  2012       141.0         163.0         159.0               NaN   \n",
-       "21  2011       134.0         155.0         150.0               NaN   \n",
-       "20  2010       116.0         140.0         136.0               NaN   \n",
-       "19  2009       101.0         125.0         122.0               NaN   \n",
-       "18  2008       128.0         142.0         138.0               NaN   \n",
-       "17  2007       110.0         132.0         129.0               NaN   \n",
-       "16  2006       109.0         129.0         125.0               NaN   \n",
-       "15  2005       103.0         121.0         118.0             124.0   \n",
-       "14  2004        89.0         109.0         108.0             116.0   \n",
-       "13  2003        80.0         104.0         102.0             111.0   \n",
-       "12  2002        77.0         103.0         100.0             110.0   \n",
-       "11  2001        80.0         105.0           NaN             113.0   \n",
-       "10  2000        85.0         111.0           NaN             118.0   \n",
-       "9   1999        69.0          96.0           NaN             101.0   \n",
-       "8   1998        64.0          93.0           NaN              96.0   \n",
-       "7   1997        68.0          96.0           NaN              99.0   \n",
-       "6   1996        66.0          92.0           NaN              96.0   \n",
-       "5   1995        59.0          87.0           NaN              90.0   \n",
-       "4   1994        60.0          82.0           NaN              87.0   \n",
-       "3   1993        56.0          79.0           NaN              84.0   \n",
-       "2   1992        54.0          78.0           NaN              81.0   \n",
+       "   annee  diesel_ttc  super_98_ttc  super_95_ttc  super_plombe_ttc  \\\n",
+       "0   1992        54.0          78.0           NaN              81.0   \n",
+       "1   1993        56.0          79.0           NaN              84.0   \n",
+       "2   1994        60.0          82.0           NaN              87.0   \n",
+       "3   1995        59.0          87.0           NaN              90.0   \n",
+       "4   1996        66.0          92.0           NaN              96.0   \n",
+       "5   1997        68.0          96.0           NaN              99.0   \n",
+       "6   1998        64.0          93.0           NaN              96.0   \n",
+       "7   1999        69.0          96.0           NaN             101.0   \n",
+       "8   2000        85.0         111.0           NaN             118.0   \n",
+       "9   2001        80.0         105.0           NaN             113.0   \n",
+       "10  2002        77.0         103.0         100.0             110.0   \n",
+       "11  2003        80.0         104.0         102.0             111.0   \n",
+       "12  2004        89.0         109.0         108.0             116.0   \n",
+       "13  2005       103.0         121.0         118.0             124.0   \n",
+       "14  2006       109.0         129.0         125.0               NaN   \n",
+       "15  2007       110.0         132.0         129.0               NaN   \n",
+       "16  2008       128.0         142.0         138.0               NaN   \n",
+       "17  2009       101.0         125.0         122.0               NaN   \n",
+       "18  2010       116.0         140.0         136.0               NaN   \n",
+       "19  2011       134.0         155.0         150.0               NaN   \n",
+       "20  2012       141.0         163.0         159.0               NaN   \n",
+       "21  2013       136.0         160.0         156.0               NaN   \n",
+       "22  2014       130.0         154.0         150.0               NaN   \n",
+       "23  2015       117.0         141.0         137.0               NaN   \n",
+       "24  2016       111.0         135.0         132.0               NaN   \n",
+       "25  2017       123.0         145.0         138.0               NaN   \n",
+       "26  2018       144.0         157.0         151.0               NaN   \n",
+       "27  2019       144.0         156.0         151.0               NaN   \n",
+       "28  2020       127.0         142.0         137.0               NaN   \n",
+       "29  2021       144.0         162.0         156.0               NaN   \n",
+       "30  2022       186.0         188.0         183.0               NaN   \n",
+       "31  2023       180.0         196.0         190.0               NaN   \n",
        "\n",
        "    super_95_e10_ttc  \n",
-       "32             180.0  \n",
-       "31             154.0  \n",
-       "30             135.0  \n",
-       "29             149.0  \n",
-       "28               NaN  \n",
-       "27               NaN  \n",
-       "26               NaN  \n",
-       "25               NaN  \n",
-       "24               NaN  \n",
-       "23               NaN  \n",
-       "22               NaN  \n",
-       "21               NaN  \n",
-       "20               NaN  \n",
-       "19               NaN  \n",
-       "18               NaN  \n",
-       "17               NaN  \n",
-       "16               NaN  \n",
-       "15               NaN  \n",
-       "14               NaN  \n",
-       "13               NaN  \n",
-       "12               NaN  \n",
-       "11               NaN  \n",
-       "10               NaN  \n",
-       "9                NaN  \n",
-       "8                NaN  \n",
-       "7                NaN  \n",
-       "6                NaN  \n",
-       "5                NaN  \n",
-       "4                NaN  \n",
+       "0                NaN  \n",
+       "1                NaN  \n",
+       "2                NaN  \n",
        "3                NaN  \n",
-       "2                NaN  "
+       "4                NaN  \n",
+       "5                NaN  \n",
+       "6                NaN  \n",
+       "7                NaN  \n",
+       "8                NaN  \n",
+       "9                NaN  \n",
+       "10               NaN  \n",
+       "11               NaN  \n",
+       "12               NaN  \n",
+       "13               NaN  \n",
+       "14               NaN  \n",
+       "15               NaN  \n",
+       "16               NaN  \n",
+       "17               NaN  \n",
+       "18               NaN  \n",
+       "19               NaN  \n",
+       "20               NaN  \n",
+       "21               NaN  \n",
+       "22               NaN  \n",
+       "23               NaN  \n",
+       "24               NaN  \n",
+       "25               NaN  \n",
+       "26               NaN  \n",
+       "27             149.0  \n",
+       "28             135.0  \n",
+       "29             154.0  \n",
+       "30             178.0  \n",
+       "31             188.0  "
       ]
      },
-     "execution_count": 15,
+     "execution_count": 100,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "df_ann"
+    "df_ann_hecto = df_ann.copy()\n",
+    "df_ann_hecto.loc[:,['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']] *= 100\n",
+    "df_ann_hecto[['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']] = df_ann_hecto[['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']].round(0)\n",
+    "df_ann_hecto.to_csv(\"prix_hectolitre_annuel_carburant.csv\", index=False, index_label=False)\n",
+    "df_ann_hecto"
    ]
   }
  ],
  "metadata": {
+  "interpreter": {
+   "hash": "916dbcbb3f70747c44a77c7bcd40155683ae19c65e1c03b4aa3499c5328201f1"
+  },
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "prix-carburant",
    "language": "python",
-   "name": "python3"
+   "name": "prix-carburant"
   },
   "language_info": {
    "codemirror_mode": {
@@ -1610,7 +2197,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.10"
+   "version": "3.9.2"
   },
   "toc-autonumbering": true,
   "toc-showmarkdowntxt": false
diff --git a/notebook_INSEE/prix_annuel_carburant.csv b/notebook_INSEE/prix_annuel_carburant.csv
new file mode 100644
index 0000000000000000000000000000000000000000..24842bcd20a579cbad0662f490712b0d5cde9c85
--- /dev/null
+++ b/notebook_INSEE/prix_annuel_carburant.csv
@@ -0,0 +1,33 @@
+annee,diesel_ttcmean,super_98_ttcmean,super_95_ttcmean,super_plombe_ttcmean,super_95_e10_ttcmean
+1992,0.54,0.78,,0.81,
+1993,0.56,0.79,,0.84,
+1994,0.6,0.82,,0.87,
+1995,0.59,0.87,,0.9,
+1996,0.66,0.92,,0.96,
+1997,0.68,0.96,,0.99,
+1998,0.64,0.93,,0.96,
+1999,0.69,0.96,,1.01,
+2000,0.85,1.11,,1.18,
+2001,0.8,1.05,,1.13,
+2002,0.77,1.03,1.0,1.1,
+2003,0.8,1.04,1.02,1.11,
+2004,0.89,1.09,1.08,1.16,
+2005,1.03,1.21,1.18,1.24,
+2006,1.09,1.29,1.25,,
+2007,1.1,1.32,1.29,,
+2008,1.28,1.42,1.38,,
+2009,1.01,1.25,1.22,,
+2010,1.16,1.4,1.36,,
+2011,1.34,1.55,1.5,,
+2012,1.41,1.63,1.59,,
+2013,1.36,1.6,1.56,,
+2014,1.3,1.54,1.5,,
+2015,1.17,1.41,1.37,,
+2016,1.11,1.35,1.32,,
+2017,1.23,1.45,1.38,,
+2018,1.44,1.57,1.51,,
+2019,1.44,1.56,1.51,,1.49
+2020,1.27,1.42,1.37,,1.35
+2021,1.44,1.62,1.56,,1.54
+2022,1.86,1.88,1.83,,1.78
+2023,1.8,1.96,1.9,,1.88
diff --git a/notebook_INSEE/prix_carburant.ipynb b/notebook_INSEE/prix_carburant.ipynb
index 73e65504663abe2d5fb102f353078b98eb274395..07e80a96035b9351f4c78ab8e252efcada5a7e2d 100644
--- a/notebook_INSEE/prix_carburant.ipynb
+++ b/notebook_INSEE/prix_carburant.ipynb
@@ -10,21 +10,24 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
+   "id": "5410c3e2-56f4-4b71-8062-914b4de93ba9",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# !pip install pandas requests"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
    "id": "b887ef4a-6f33-4152-af83-daeeffba5a79",
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "",
-     "evalue": "",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31mRunning cells with 'Python 3.8.10 64-bit' requires ipykernel package.\n",
-      "Run the following command to install 'ipykernel' into the Python environment. \n",
-      "Command: '/bin/python3 -m pip install ipykernel -U --user --force-reinstall'"
-     ]
-    }
-   ],
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
    "source": [
     "import zipfile\n",
     "import os\n",
@@ -37,22 +40,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 2,
    "id": "4268984b-2876-498d-85e1-110f242376f4",
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "FileNotFoundError",
-     "evalue": "[Errno 2] No such file or directory: 'prix_litre_mensuel_carburant.csv'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-3-e86df01e3e85>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;31m# Si il y a déjà des fichiers avec ces noms, le script ne les remplaces pas, donc il faut les suprimer au debut.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mremove\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"prix_litre_mensuel_carburant.csv\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      3\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mremove\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"prix_hectolitre_mensuel_carburant.csv\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mremove\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"prix_litre_annuel_carburant.csv\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mremove\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"prix_hectolitre_annuel_carburant.csv\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: 'prix_litre_mensuel_carburant.csv'"
-     ]
-    }
-   ],
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
    "source": [
     "# Si il y a déjà des fichiers avec ces noms, le script ne les remplaces pas, donc il faut les suprimer au debut.\n",
     "os.remove(\"prix_litre_mensuel_carburant.csv\")\n",
@@ -63,9 +56,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 3,
    "id": "36d19b81-57cc-4b3a-be5c-2c5813367b6f",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "carburants = {\"diesel\":\"000442588\",\n",
@@ -77,9 +72,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 4,
    "id": "5fbf5893-de0b-4522-91e6-49bf992cb768",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "def get_df(carburant,id_url):\n",
@@ -94,9 +91,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 5,
    "id": "1925b873-dc73-4d8b-b837-463f5f846f47",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "def creat_df(carburant,df):\n",
@@ -109,9 +108,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 6,
    "id": "f1f6d31d-ed11-4d44-9a2c-d11a0ca2b8fb",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "def clean_df(carburant,df):\n",
@@ -121,39 +122,41 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 84,
    "id": "f566506b-95b9-4390-a6a6-f4ebfd844469",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "<ipython-input-6-d23337e5192c>:5: SettingWithCopyWarning: \n",
+      "/tmp/ipykernel_1062893/3305679562.py:5: SettingWithCopyWarning: \n",
       "A value is trying to be set on a copy of a slice from a DataFrame.\n",
       "Try using .loc[row_indexer,col_indexer] = value instead\n",
       "\n",
       "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
       "  df['date'] = df['date'].astype(str) + '-01'\n",
-      "<ipython-input-6-d23337e5192c>:5: SettingWithCopyWarning: \n",
+      "/tmp/ipykernel_1062893/3305679562.py:5: SettingWithCopyWarning: \n",
       "A value is trying to be set on a copy of a slice from a DataFrame.\n",
       "Try using .loc[row_indexer,col_indexer] = value instead\n",
       "\n",
       "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
       "  df['date'] = df['date'].astype(str) + '-01'\n",
-      "<ipython-input-6-d23337e5192c>:5: SettingWithCopyWarning: \n",
+      "/tmp/ipykernel_1062893/3305679562.py:5: SettingWithCopyWarning: \n",
       "A value is trying to be set on a copy of a slice from a DataFrame.\n",
       "Try using .loc[row_indexer,col_indexer] = value instead\n",
       "\n",
       "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
       "  df['date'] = df['date'].astype(str) + '-01'\n",
-      "<ipython-input-6-d23337e5192c>:5: SettingWithCopyWarning: \n",
+      "/tmp/ipykernel_1062893/3305679562.py:5: SettingWithCopyWarning: \n",
       "A value is trying to be set on a copy of a slice from a DataFrame.\n",
       "Try using .loc[row_indexer,col_indexer] = value instead\n",
       "\n",
       "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
       "  df['date'] = df['date'].astype(str) + '-01'\n",
-      "<ipython-input-6-d23337e5192c>:5: SettingWithCopyWarning: \n",
+      "/tmp/ipykernel_1062893/3305679562.py:5: SettingWithCopyWarning: \n",
       "A value is trying to be set on a copy of a slice from a DataFrame.\n",
       "Try using .loc[row_indexer,col_indexer] = value instead\n",
       "\n",
@@ -174,9 +177,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 85,
    "id": "a7354947-55e1-47e5-9fcd-7be37b00131c",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [
     {
      "data": {
@@ -210,48 +215,48 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>2022-04-01</td>\n",
-       "      <td>1.87</td>\n",
-       "      <td>1.87</td>\n",
-       "      <td>1.82</td>\n",
+       "      <td>2023-08-01</td>\n",
+       "      <td>1.85</td>\n",
+       "      <td>1.99</td>\n",
+       "      <td>1.94</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.76</td>\n",
+       "      <td>1.93</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>2022-03-01</td>\n",
-       "      <td>2.02</td>\n",
-       "      <td>2.05</td>\n",
-       "      <td>2.00</td>\n",
+       "      <td>2023-07-01</td>\n",
+       "      <td>1.72</td>\n",
+       "      <td>1.91</td>\n",
+       "      <td>1.85</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.96</td>\n",
+       "      <td>1.84</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>2022-02-01</td>\n",
-       "      <td>1.72</td>\n",
-       "      <td>1.86</td>\n",
-       "      <td>1.80</td>\n",
+       "      <td>2023-06-01</td>\n",
+       "      <td>1.70</td>\n",
+       "      <td>1.94</td>\n",
+       "      <td>1.88</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.77</td>\n",
+       "      <td>1.86</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>2022-01-01</td>\n",
-       "      <td>1.63</td>\n",
-       "      <td>1.77</td>\n",
-       "      <td>1.71</td>\n",
-       "      <td>NaN</td>\n",
+       "      <td>2023-05-01</td>\n",
        "      <td>1.69</td>\n",
+       "      <td>1.93</td>\n",
+       "      <td>1.87</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.85</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>2021-12-01</td>\n",
-       "      <td>1.54</td>\n",
-       "      <td>1.70</td>\n",
-       "      <td>1.64</td>\n",
+       "      <td>2023-04-01</td>\n",
+       "      <td>1.81</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>1.95</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.61</td>\n",
+       "      <td>1.93</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>...</th>\n",
@@ -263,7 +268,7 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>359</th>\n",
+       "      <th>375</th>\n",
        "      <td>1992-05-01</td>\n",
        "      <td>0.54</td>\n",
        "      <td>0.78</td>\n",
@@ -272,7 +277,7 @@
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>360</th>\n",
+       "      <th>376</th>\n",
        "      <td>1992-04-01</td>\n",
        "      <td>0.53</td>\n",
        "      <td>0.77</td>\n",
@@ -281,7 +286,7 @@
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>361</th>\n",
+       "      <th>377</th>\n",
        "      <td>1992-03-01</td>\n",
        "      <td>0.54</td>\n",
        "      <td>0.77</td>\n",
@@ -290,7 +295,7 @@
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>362</th>\n",
+       "      <th>378</th>\n",
        "      <td>1992-02-01</td>\n",
        "      <td>0.54</td>\n",
        "      <td>0.78</td>\n",
@@ -299,7 +304,7 @@
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>363</th>\n",
+       "      <th>379</th>\n",
        "      <td>1992-01-01</td>\n",
        "      <td>0.54</td>\n",
        "      <td>0.78</td>\n",
@@ -309,40 +314,40 @@
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>364 rows × 6 columns</p>\n",
+       "<p>380 rows × 6 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
        "           date  diesel_ttc  super_98_ttc  super_95_ttc  super_plombe_ttc  \\\n",
-       "0    2022-04-01        1.87          1.87          1.82               NaN   \n",
-       "1    2022-03-01        2.02          2.05          2.00               NaN   \n",
-       "2    2022-02-01        1.72          1.86          1.80               NaN   \n",
-       "3    2022-01-01        1.63          1.77          1.71               NaN   \n",
-       "4    2021-12-01        1.54          1.70          1.64               NaN   \n",
+       "0    2023-08-01        1.85          1.99          1.94               NaN   \n",
+       "1    2023-07-01        1.72          1.91          1.85               NaN   \n",
+       "2    2023-06-01        1.70          1.94          1.88               NaN   \n",
+       "3    2023-05-01        1.69          1.93          1.87               NaN   \n",
+       "4    2023-04-01        1.81          2.00          1.95               NaN   \n",
        "..          ...         ...           ...           ...               ...   \n",
-       "359  1992-05-01        0.54          0.78           NaN              0.81   \n",
-       "360  1992-04-01        0.53          0.77           NaN              0.81   \n",
-       "361  1992-03-01        0.54          0.77           NaN              0.81   \n",
-       "362  1992-02-01        0.54          0.78           NaN              0.81   \n",
-       "363  1992-01-01        0.54          0.78           NaN              0.80   \n",
+       "375  1992-05-01        0.54          0.78           NaN              0.81   \n",
+       "376  1992-04-01        0.53          0.77           NaN              0.81   \n",
+       "377  1992-03-01        0.54          0.77           NaN              0.81   \n",
+       "378  1992-02-01        0.54          0.78           NaN              0.81   \n",
+       "379  1992-01-01        0.54          0.78           NaN              0.80   \n",
        "\n",
        "     super_95_e10_ttc  \n",
-       "0                1.76  \n",
-       "1                1.96  \n",
-       "2                1.77  \n",
-       "3                1.69  \n",
-       "4                1.61  \n",
+       "0                1.93  \n",
+       "1                1.84  \n",
+       "2                1.86  \n",
+       "3                1.85  \n",
+       "4                1.93  \n",
        "..                ...  \n",
-       "359               NaN  \n",
-       "360               NaN  \n",
-       "361               NaN  \n",
-       "362               NaN  \n",
-       "363               NaN  \n",
+       "375               NaN  \n",
+       "376               NaN  \n",
+       "377               NaN  \n",
+       "378               NaN  \n",
+       "379               NaN  \n",
        "\n",
-       "[364 rows x 6 columns]"
+       "[380 rows x 6 columns]"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 85,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -354,27 +359,219 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 86,
+   "id": "39a99f2a-9d68-465e-8911-687f70419885",
+   "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 th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Date</th>\n",
+       "      <th>diesel_ttc</th>\n",
+       "      <th>super_98_ttc</th>\n",
+       "      <th>super_95_ttc</th>\n",
+       "      <th>super_plombe_ttc</th>\n",
+       "      <th>super_95_e10_ttc</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>379</th>\n",
+       "      <td>1992/01</td>\n",
+       "      <td>0.54</td>\n",
+       "      <td>0.78</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.80</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>378</th>\n",
+       "      <td>1992/02</td>\n",
+       "      <td>0.54</td>\n",
+       "      <td>0.78</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.81</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>377</th>\n",
+       "      <td>1992/03</td>\n",
+       "      <td>0.54</td>\n",
+       "      <td>0.77</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.81</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>376</th>\n",
+       "      <td>1992/04</td>\n",
+       "      <td>0.53</td>\n",
+       "      <td>0.77</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.81</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>375</th>\n",
+       "      <td>1992/05</td>\n",
+       "      <td>0.54</td>\n",
+       "      <td>0.78</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.81</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>2023/04</td>\n",
+       "      <td>1.81</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>1.95</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.93</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>2023/05</td>\n",
+       "      <td>1.69</td>\n",
+       "      <td>1.93</td>\n",
+       "      <td>1.87</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.85</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>2023/06</td>\n",
+       "      <td>1.70</td>\n",
+       "      <td>1.94</td>\n",
+       "      <td>1.88</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.86</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2023/07</td>\n",
+       "      <td>1.72</td>\n",
+       "      <td>1.91</td>\n",
+       "      <td>1.85</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.84</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>2023/08</td>\n",
+       "      <td>1.85</td>\n",
+       "      <td>1.99</td>\n",
+       "      <td>1.94</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.93</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>380 rows × 6 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        Date  diesel_ttc  super_98_ttc  super_95_ttc  super_plombe_ttc  \\\n",
+       "379  1992/01        0.54          0.78           NaN              0.80   \n",
+       "378  1992/02        0.54          0.78           NaN              0.81   \n",
+       "377  1992/03        0.54          0.77           NaN              0.81   \n",
+       "376  1992/04        0.53          0.77           NaN              0.81   \n",
+       "375  1992/05        0.54          0.78           NaN              0.81   \n",
+       "..       ...         ...           ...           ...               ...   \n",
+       "4    2023/04        1.81          2.00          1.95               NaN   \n",
+       "3    2023/05        1.69          1.93          1.87               NaN   \n",
+       "2    2023/06        1.70          1.94          1.88               NaN   \n",
+       "1    2023/07        1.72          1.91          1.85               NaN   \n",
+       "0    2023/08        1.85          1.99          1.94               NaN   \n",
+       "\n",
+       "     super_95_e10_ttc  \n",
+       "379               NaN  \n",
+       "378               NaN  \n",
+       "377               NaN  \n",
+       "376               NaN  \n",
+       "375               NaN  \n",
+       "..                ...  \n",
+       "4                1.93  \n",
+       "3                1.85  \n",
+       "2                1.86  \n",
+       "1                1.84  \n",
+       "0                1.93  \n",
+       "\n",
+       "[380 rows x 6 columns]"
+      ]
+     },
+     "execution_count": 86,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_mens_of = df_mens.copy()\n",
+    "df_mens_of.sort_values(\"date\",inplace=True)\n",
+    "# convert the date column to datetime format\n",
+    "df_mens_of['date'] = pd.to_datetime(df_mens_of['date'])\n",
+    "# df_mens_of.rename({\"date\":\"Date\"}, inplace=True)\n",
+    "df_mens_of[\"Date\"] = df_mens_of.date.dt.strftime('%Y/%m')\n",
+    "df_mens_of.drop(\"date\",inplace=True, axis=1)\n",
+    "df_mens_of=df_mens_of[\"Date diesel_ttc super_98_ttc super_95_ttc super_plombe_ttc super_95_e10_ttc\".split(' ')]\n",
+    "df_mens_of.to_csv(\"prix_mensuel_carburants.csv\", index=False, index_label=False)\n",
+    "df_mens_of"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 87,
    "id": "49128573-c7ca-4d64-bac1-d84edcf65742",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
       "<class 'pandas.core.frame.DataFrame'>\n",
-      "Int64Index: 364 entries, 0 to 363\n",
+      "Int64Index: 380 entries, 0 to 379\n",
       "Data columns (total 6 columns):\n",
       " #   Column            Non-Null Count  Dtype  \n",
       "---  ------            --------------  -----  \n",
-      " 0   date              364 non-null    object \n",
-      " 1   diesel_ttc        364 non-null    float64\n",
-      " 2   super_98_ttc      364 non-null    float64\n",
-      " 3   super_95_ttc      244 non-null    float64\n",
+      " 0   date              380 non-null    object \n",
+      " 1   diesel_ttc        380 non-null    float64\n",
+      " 2   super_98_ttc      380 non-null    float64\n",
+      " 3   super_95_ttc      260 non-null    float64\n",
       " 4   super_plombe_ttc  157 non-null    float64\n",
-      " 5   super_95_e10_ttc  40 non-null     float64\n",
+      " 5   super_95_e10_ttc  56 non-null     float64\n",
       "dtypes: float64(5), object(1)\n",
-      "memory usage: 19.9+ KB\n"
+      "memory usage: 20.8+ KB\n"
      ]
     }
    ],
@@ -385,9 +582,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 98,
    "id": "8edc5227-ee31-45fd-8d94-a7e803012312",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [
     {
      "data": {
@@ -410,7 +609,7 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
-       "      <th>date</th>\n",
+       "      <th>annee</th>\n",
        "      <th>diesel_ttc</th>\n",
        "      <th>super_98_ttc</th>\n",
        "      <th>super_95_ttc</th>\n",
@@ -420,142 +619,142 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>32</th>\n",
-       "      <td>2022</td>\n",
-       "      <td>1.81</td>\n",
-       "      <td>1.89</td>\n",
-       "      <td>1.83</td>\n",
+       "      <th>0</th>\n",
+       "      <td>1992</td>\n",
+       "      <td>0.54</td>\n",
+       "      <td>0.78</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.80</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>31</th>\n",
-       "      <td>2021</td>\n",
-       "      <td>1.44</td>\n",
-       "      <td>1.62</td>\n",
-       "      <td>1.56</td>\n",
+       "      <td>0.81</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.54</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>30</th>\n",
-       "      <td>2020</td>\n",
-       "      <td>1.27</td>\n",
-       "      <td>1.42</td>\n",
-       "      <td>1.37</td>\n",
+       "      <th>1</th>\n",
+       "      <td>1993</td>\n",
+       "      <td>0.56</td>\n",
+       "      <td>0.79</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.35</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>2019</td>\n",
-       "      <td>1.44</td>\n",
-       "      <td>1.56</td>\n",
-       "      <td>1.51</td>\n",
+       "      <td>0.84</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.49</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>2018</td>\n",
-       "      <td>1.44</td>\n",
-       "      <td>1.57</td>\n",
-       "      <td>1.51</td>\n",
+       "      <th>2</th>\n",
+       "      <td>1994</td>\n",
+       "      <td>0.60</td>\n",
+       "      <td>0.82</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>0.87</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>2017</td>\n",
-       "      <td>1.23</td>\n",
-       "      <td>1.45</td>\n",
-       "      <td>1.38</td>\n",
+       "      <th>3</th>\n",
+       "      <td>1995</td>\n",
+       "      <td>0.59</td>\n",
+       "      <td>0.87</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>0.90</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>2016</td>\n",
-       "      <td>1.11</td>\n",
-       "      <td>1.35</td>\n",
-       "      <td>1.32</td>\n",
+       "      <th>4</th>\n",
+       "      <td>1996</td>\n",
+       "      <td>0.66</td>\n",
+       "      <td>0.92</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>0.96</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>2015</td>\n",
-       "      <td>1.17</td>\n",
-       "      <td>1.41</td>\n",
-       "      <td>1.37</td>\n",
+       "      <th>5</th>\n",
+       "      <td>1997</td>\n",
+       "      <td>0.68</td>\n",
+       "      <td>0.96</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>0.99</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>2014</td>\n",
-       "      <td>1.30</td>\n",
-       "      <td>1.54</td>\n",
-       "      <td>1.50</td>\n",
+       "      <th>6</th>\n",
+       "      <td>1998</td>\n",
+       "      <td>0.64</td>\n",
+       "      <td>0.93</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>0.96</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>2013</td>\n",
-       "      <td>1.36</td>\n",
-       "      <td>1.60</td>\n",
-       "      <td>1.56</td>\n",
+       "      <th>7</th>\n",
+       "      <td>1999</td>\n",
+       "      <td>0.69</td>\n",
+       "      <td>0.96</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>1.01</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>2012</td>\n",
-       "      <td>1.41</td>\n",
-       "      <td>1.63</td>\n",
-       "      <td>1.59</td>\n",
+       "      <th>8</th>\n",
+       "      <td>2000</td>\n",
+       "      <td>0.85</td>\n",
+       "      <td>1.11</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>1.18</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>2011</td>\n",
-       "      <td>1.34</td>\n",
-       "      <td>1.55</td>\n",
-       "      <td>1.50</td>\n",
+       "      <th>9</th>\n",
+       "      <td>2001</td>\n",
+       "      <td>0.80</td>\n",
+       "      <td>1.05</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>1.13</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>2010</td>\n",
-       "      <td>1.16</td>\n",
-       "      <td>1.40</td>\n",
-       "      <td>1.36</td>\n",
+       "      <th>10</th>\n",
+       "      <td>2002</td>\n",
+       "      <td>0.77</td>\n",
+       "      <td>1.03</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>1.10</td>\n",
        "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>2003</td>\n",
+       "      <td>0.80</td>\n",
+       "      <td>1.04</td>\n",
+       "      <td>1.02</td>\n",
+       "      <td>1.11</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>2009</td>\n",
-       "      <td>1.01</td>\n",
-       "      <td>1.25</td>\n",
-       "      <td>1.22</td>\n",
+       "      <th>12</th>\n",
+       "      <td>2004</td>\n",
+       "      <td>0.89</td>\n",
+       "      <td>1.09</td>\n",
+       "      <td>1.08</td>\n",
+       "      <td>1.16</td>\n",
        "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>2005</td>\n",
+       "      <td>1.03</td>\n",
+       "      <td>1.21</td>\n",
+       "      <td>1.18</td>\n",
+       "      <td>1.24</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>2008</td>\n",
-       "      <td>1.28</td>\n",
-       "      <td>1.42</td>\n",
-       "      <td>1.38</td>\n",
+       "      <th>14</th>\n",
+       "      <td>2006</td>\n",
+       "      <td>1.09</td>\n",
+       "      <td>1.29</td>\n",
+       "      <td>1.25</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>17</th>\n",
+       "      <th>15</th>\n",
        "      <td>2007</td>\n",
        "      <td>1.10</td>\n",
        "      <td>1.32</td>\n",
@@ -565,212 +764,223 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
-       "      <td>2006</td>\n",
-       "      <td>1.09</td>\n",
-       "      <td>1.29</td>\n",
-       "      <td>1.25</td>\n",
+       "      <td>2008</td>\n",
+       "      <td>1.28</td>\n",
+       "      <td>1.42</td>\n",
+       "      <td>1.38</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>2005</td>\n",
-       "      <td>1.03</td>\n",
-       "      <td>1.21</td>\n",
-       "      <td>1.18</td>\n",
-       "      <td>1.24</td>\n",
+       "      <th>17</th>\n",
+       "      <td>2009</td>\n",
+       "      <td>1.01</td>\n",
+       "      <td>1.25</td>\n",
+       "      <td>1.22</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>2004</td>\n",
-       "      <td>0.89</td>\n",
-       "      <td>1.09</td>\n",
-       "      <td>1.08</td>\n",
+       "      <th>18</th>\n",
+       "      <td>2010</td>\n",
        "      <td>1.16</td>\n",
+       "      <td>1.40</td>\n",
+       "      <td>1.36</td>\n",
        "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>2003</td>\n",
-       "      <td>0.80</td>\n",
-       "      <td>1.04</td>\n",
-       "      <td>1.02</td>\n",
-       "      <td>1.11</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>2002</td>\n",
-       "      <td>0.77</td>\n",
-       "      <td>1.03</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>1.10</td>\n",
+       "      <th>19</th>\n",
+       "      <td>2011</td>\n",
+       "      <td>1.34</td>\n",
+       "      <td>1.55</td>\n",
+       "      <td>1.50</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>2001</td>\n",
-       "      <td>0.80</td>\n",
-       "      <td>1.05</td>\n",
+       "      <th>20</th>\n",
+       "      <td>2012</td>\n",
+       "      <td>1.41</td>\n",
+       "      <td>1.63</td>\n",
+       "      <td>1.59</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.13</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>2000</td>\n",
-       "      <td>0.85</td>\n",
-       "      <td>1.11</td>\n",
+       "      <th>21</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1.36</td>\n",
+       "      <td>1.60</td>\n",
+       "      <td>1.56</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.18</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>1999</td>\n",
-       "      <td>0.69</td>\n",
-       "      <td>0.96</td>\n",
+       "      <th>22</th>\n",
+       "      <td>2014</td>\n",
+       "      <td>1.30</td>\n",
+       "      <td>1.54</td>\n",
+       "      <td>1.50</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.01</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>1998</td>\n",
-       "      <td>0.64</td>\n",
-       "      <td>0.93</td>\n",
+       "      <th>23</th>\n",
+       "      <td>2015</td>\n",
+       "      <td>1.17</td>\n",
+       "      <td>1.41</td>\n",
+       "      <td>1.37</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>0.96</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>1997</td>\n",
-       "      <td>0.68</td>\n",
-       "      <td>0.96</td>\n",
+       "      <th>24</th>\n",
+       "      <td>2016</td>\n",
+       "      <td>1.11</td>\n",
+       "      <td>1.35</td>\n",
+       "      <td>1.32</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>0.99</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>1996</td>\n",
-       "      <td>0.66</td>\n",
-       "      <td>0.92</td>\n",
+       "      <th>25</th>\n",
+       "      <td>2017</td>\n",
+       "      <td>1.23</td>\n",
+       "      <td>1.45</td>\n",
+       "      <td>1.38</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>0.96</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>1995</td>\n",
-       "      <td>0.59</td>\n",
-       "      <td>0.87</td>\n",
+       "      <th>26</th>\n",
+       "      <td>2018</td>\n",
+       "      <td>1.44</td>\n",
+       "      <td>1.57</td>\n",
+       "      <td>1.51</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>0.90</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>1994</td>\n",
-       "      <td>0.60</td>\n",
-       "      <td>0.82</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>0.87</td>\n",
+       "      <th>27</th>\n",
+       "      <td>2019</td>\n",
+       "      <td>1.44</td>\n",
+       "      <td>1.56</td>\n",
+       "      <td>1.51</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>1.49</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>1993</td>\n",
-       "      <td>0.56</td>\n",
-       "      <td>0.79</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>0.84</td>\n",
+       "      <th>28</th>\n",
+       "      <td>2020</td>\n",
+       "      <td>1.27</td>\n",
+       "      <td>1.42</td>\n",
+       "      <td>1.37</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>1.35</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>1992</td>\n",
-       "      <td>0.54</td>\n",
-       "      <td>0.78</td>\n",
+       "      <th>29</th>\n",
+       "      <td>2021</td>\n",
+       "      <td>1.44</td>\n",
+       "      <td>1.62</td>\n",
+       "      <td>1.56</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>0.81</td>\n",
+       "      <td>1.54</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30</th>\n",
+       "      <td>2022</td>\n",
+       "      <td>1.86</td>\n",
+       "      <td>1.88</td>\n",
+       "      <td>1.83</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>1.78</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31</th>\n",
+       "      <td>2023</td>\n",
+       "      <td>1.80</td>\n",
+       "      <td>1.96</td>\n",
+       "      <td>1.90</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.88</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "    date  diesel_ttc  super_98_ttc  super_95_ttc  super_plombe_ttc  \\\n",
-       "32  2022        1.81          1.89          1.83               NaN   \n",
-       "31  2021        1.44          1.62          1.56               NaN   \n",
-       "30  2020        1.27          1.42          1.37               NaN   \n",
-       "29  2019        1.44          1.56          1.51               NaN   \n",
-       "28  2018        1.44          1.57          1.51               NaN   \n",
-       "27  2017        1.23          1.45          1.38               NaN   \n",
-       "26  2016        1.11          1.35          1.32               NaN   \n",
-       "25  2015        1.17          1.41          1.37               NaN   \n",
-       "24  2014        1.30          1.54          1.50               NaN   \n",
-       "23  2013        1.36          1.60          1.56               NaN   \n",
-       "22  2012        1.41          1.63          1.59               NaN   \n",
-       "21  2011        1.34          1.55          1.50               NaN   \n",
-       "20  2010        1.16          1.40          1.36               NaN   \n",
-       "19  2009        1.01          1.25          1.22               NaN   \n",
-       "18  2008        1.28          1.42          1.38               NaN   \n",
-       "17  2007        1.10          1.32          1.29               NaN   \n",
-       "16  2006        1.09          1.29          1.25               NaN   \n",
-       "15  2005        1.03          1.21          1.18              1.24   \n",
-       "14  2004        0.89          1.09          1.08              1.16   \n",
-       "13  2003        0.80          1.04          1.02              1.11   \n",
-       "12  2002        0.77          1.03          1.00              1.10   \n",
-       "11  2001        0.80          1.05           NaN              1.13   \n",
-       "10  2000        0.85          1.11           NaN              1.18   \n",
-       "9   1999        0.69          0.96           NaN              1.01   \n",
-       "8   1998        0.64          0.93           NaN              0.96   \n",
-       "7   1997        0.68          0.96           NaN              0.99   \n",
-       "6   1996        0.66          0.92           NaN              0.96   \n",
-       "5   1995        0.59          0.87           NaN              0.90   \n",
-       "4   1994        0.60          0.82           NaN              0.87   \n",
-       "3   1993        0.56          0.79           NaN              0.84   \n",
-       "2   1992        0.54          0.78           NaN              0.81   \n",
+       "   annee  diesel_ttc  super_98_ttc  super_95_ttc  super_plombe_ttc  \\\n",
+       "0   1992        0.54          0.78           NaN              0.81   \n",
+       "1   1993        0.56          0.79           NaN              0.84   \n",
+       "2   1994        0.60          0.82           NaN              0.87   \n",
+       "3   1995        0.59          0.87           NaN              0.90   \n",
+       "4   1996        0.66          0.92           NaN              0.96   \n",
+       "5   1997        0.68          0.96           NaN              0.99   \n",
+       "6   1998        0.64          0.93           NaN              0.96   \n",
+       "7   1999        0.69          0.96           NaN              1.01   \n",
+       "8   2000        0.85          1.11           NaN              1.18   \n",
+       "9   2001        0.80          1.05           NaN              1.13   \n",
+       "10  2002        0.77          1.03          1.00              1.10   \n",
+       "11  2003        0.80          1.04          1.02              1.11   \n",
+       "12  2004        0.89          1.09          1.08              1.16   \n",
+       "13  2005        1.03          1.21          1.18              1.24   \n",
+       "14  2006        1.09          1.29          1.25               NaN   \n",
+       "15  2007        1.10          1.32          1.29               NaN   \n",
+       "16  2008        1.28          1.42          1.38               NaN   \n",
+       "17  2009        1.01          1.25          1.22               NaN   \n",
+       "18  2010        1.16          1.40          1.36               NaN   \n",
+       "19  2011        1.34          1.55          1.50               NaN   \n",
+       "20  2012        1.41          1.63          1.59               NaN   \n",
+       "21  2013        1.36          1.60          1.56               NaN   \n",
+       "22  2014        1.30          1.54          1.50               NaN   \n",
+       "23  2015        1.17          1.41          1.37               NaN   \n",
+       "24  2016        1.11          1.35          1.32               NaN   \n",
+       "25  2017        1.23          1.45          1.38               NaN   \n",
+       "26  2018        1.44          1.57          1.51               NaN   \n",
+       "27  2019        1.44          1.56          1.51               NaN   \n",
+       "28  2020        1.27          1.42          1.37               NaN   \n",
+       "29  2021        1.44          1.62          1.56               NaN   \n",
+       "30  2022        1.86          1.88          1.83               NaN   \n",
+       "31  2023        1.80          1.96          1.90               NaN   \n",
        "\n",
        "    super_95_e10_ttc  \n",
-       "32              1.80  \n",
-       "31              1.54  \n",
-       "30              1.35  \n",
-       "29              1.49  \n",
-       "28               NaN  \n",
-       "27               NaN  \n",
-       "26               NaN  \n",
-       "25               NaN  \n",
-       "24               NaN  \n",
-       "23               NaN  \n",
-       "22               NaN  \n",
-       "21               NaN  \n",
-       "20               NaN  \n",
-       "19               NaN  \n",
-       "18               NaN  \n",
-       "17               NaN  \n",
-       "16               NaN  \n",
-       "15               NaN  \n",
-       "14               NaN  \n",
-       "13               NaN  \n",
-       "12               NaN  \n",
-       "11               NaN  \n",
-       "10               NaN  \n",
-       "9                NaN  \n",
-       "8                NaN  \n",
-       "7                NaN  \n",
-       "6                NaN  \n",
-       "5                NaN  \n",
-       "4                NaN  \n",
+       "0                NaN  \n",
+       "1                NaN  \n",
+       "2                NaN  \n",
        "3                NaN  \n",
-       "2                NaN  "
+       "4                NaN  \n",
+       "5                NaN  \n",
+       "6                NaN  \n",
+       "7                NaN  \n",
+       "8                NaN  \n",
+       "9                NaN  \n",
+       "10               NaN  \n",
+       "11               NaN  \n",
+       "12               NaN  \n",
+       "13               NaN  \n",
+       "14               NaN  \n",
+       "15               NaN  \n",
+       "16               NaN  \n",
+       "17               NaN  \n",
+       "18               NaN  \n",
+       "19               NaN  \n",
+       "20               NaN  \n",
+       "21               NaN  \n",
+       "22               NaN  \n",
+       "23               NaN  \n",
+       "24               NaN  \n",
+       "25               NaN  \n",
+       "26               NaN  \n",
+       "27              1.49  \n",
+       "28              1.35  \n",
+       "29              1.54  \n",
+       "30              1.78  \n",
+       "31              1.88  "
       ]
      },
-     "execution_count": 13,
+     "execution_count": 98,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -779,57 +989,26 @@
     "df_ann = df_mens.copy()\n",
     "df_ann[['annee','mois','jour']] = df_ann['date'].str.split('-',expand=True)\n",
     "df_ann.drop(['date','mois','jour'], axis=1, inplace=True)\n",
+    "\n",
     "df_ann = df_ann.groupby(['annee']).agg({'diesel_ttc': ['mean'],'super_98_ttc': ['mean'],\n",
     "                                         'super_95_ttc': ['mean'],'super_plombe_ttc': ['mean'],\n",
-    "                                         'super_95_e10_ttc': ['mean']}).round(2)\n",
-    "df_ann.to_csv(\"prix_annuel_carburant.csv\")\n",
-    "df_ann = pd.read_csv(\"prix_annuel_carburant.csv\", sep=\",\")\n",
-    "os.remove(\"prix_annuel_carburant.csv\")\n",
-    "df_ann = df_ann.iloc[2:, :]\n",
-    "df_ann = df_ann.rename(columns={'Unnamed: 0': 'date'})\n",
-    "for carburant, id_url in carburants.items():\n",
-    "    df_ann = clean_df(carburant,df_ann)\n",
-    "df_ann.sort_values(by='date',ascending = False, inplace= True)\n",
-    "df_ann.to_csv(\"prix_litre_annuel_carburant.csv\", index=False, index_label=False)\n",
+    "                                         'super_95_e10_ttc': ['mean']}, as_index=False).round(2)\n",
+    "# Joining res column and values\n",
+    "df_ann.columns = list(map(''.join, df_ann.columns.values))\n",
+    "df_ann.reset_index(inplace=True)\n",
+    "df_ann.sort_values(by='annee',ascending = True, inplace= True)\n",
+    "df_ann.to_csv(\"prix_annuel_carburant.csv\", index=False, index_label=False)\n",
+    "df_ann.columns=\"annee diesel_ttc super_98_ttc super_95_ttc super_plombe_ttc super_95_e10_ttc\".split(' ')\n",
     "df_ann"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 90,
    "id": "ca94602c-9898-479d-aa7b-1ede366e6850",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "<class 'pandas.core.frame.DataFrame'>\n",
-      "Int64Index: 31 entries, 32 to 2\n",
-      "Data columns (total 6 columns):\n",
-      " #   Column            Non-Null Count  Dtype  \n",
-      "---  ------            --------------  -----  \n",
-      " 0   date              31 non-null     object \n",
-      " 1   diesel_ttc        31 non-null     float64\n",
-      " 2   super_98_ttc      31 non-null     float64\n",
-      " 3   super_95_ttc      21 non-null     float64\n",
-      " 4   super_plombe_ttc  14 non-null     float64\n",
-      " 5   super_95_e10_ttc  4 non-null      float64\n",
-      "dtypes: float64(5), object(1)\n",
-      "memory usage: 1.7+ KB\n"
-     ]
-    }
-   ],
-   "source": [
-    "df_ann.describe()\n",
-    "df_ann.info()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "id": "94720f2b-1184-4b0d-8d74-e03c5b80fd39",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [
     {
      "data": {
@@ -852,175 +1031,152 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
-       "      <th>date</th>\n",
-       "      <th>diesel_ttc</th>\n",
-       "      <th>super_98_ttc</th>\n",
-       "      <th>super_95_ttc</th>\n",
-       "      <th>super_plombe_ttc</th>\n",
-       "      <th>super_95_e10_ttc</th>\n",
+       "      <th>diesel_ttcmean</th>\n",
+       "      <th>super_98_ttcmean</th>\n",
+       "      <th>super_95_ttcmean</th>\n",
+       "      <th>super_plombe_ttcmean</th>\n",
+       "      <th>super_95_e10_ttcmean</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>2022-04-01</td>\n",
-       "      <td>1.87</td>\n",
-       "      <td>1.87</td>\n",
-       "      <td>1.82</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>1.76</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>2022-03-01</td>\n",
-       "      <td>2.02</td>\n",
-       "      <td>2.05</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>1.96</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>2022-02-01</td>\n",
-       "      <td>1.72</td>\n",
-       "      <td>1.86</td>\n",
-       "      <td>1.80</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>1.77</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>2022-01-01</td>\n",
-       "      <td>1.63</td>\n",
-       "      <td>1.77</td>\n",
-       "      <td>1.71</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>1.69</td>\n",
+       "      <th>count</th>\n",
+       "      <td>32.000000</td>\n",
+       "      <td>32.000000</td>\n",
+       "      <td>22.000000</td>\n",
+       "      <td>14.000000</td>\n",
+       "      <td>5.000000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>2021-12-01</td>\n",
-       "      <td>1.54</td>\n",
-       "      <td>1.70</td>\n",
-       "      <td>1.64</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>1.61</td>\n",
+       "      <th>mean</th>\n",
+       "      <td>1.059688</td>\n",
+       "      <td>1.274375</td>\n",
+       "      <td>1.394545</td>\n",
+       "      <td>1.018571</td>\n",
+       "      <td>1.608000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
+       "      <th>std</th>\n",
+       "      <td>0.358496</td>\n",
+       "      <td>0.318332</td>\n",
+       "      <td>0.228717</td>\n",
+       "      <td>0.136374</td>\n",
+       "      <td>0.217187</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>359</th>\n",
-       "      <td>1992-05-01</td>\n",
-       "      <td>0.54</td>\n",
-       "      <td>0.78</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>0.81</td>\n",
-       "      <td>NaN</td>\n",
+       "      <th>min</th>\n",
+       "      <td>0.540000</td>\n",
+       "      <td>0.780000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>0.810000</td>\n",
+       "      <td>1.350000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>360</th>\n",
-       "      <td>1992-04-01</td>\n",
-       "      <td>0.53</td>\n",
-       "      <td>0.77</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>0.81</td>\n",
-       "      <td>NaN</td>\n",
+       "      <th>25%</th>\n",
+       "      <td>0.750000</td>\n",
+       "      <td>1.012500</td>\n",
+       "      <td>1.260000</td>\n",
+       "      <td>0.915000</td>\n",
+       "      <td>1.490000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>361</th>\n",
-       "      <td>1992-03-01</td>\n",
-       "      <td>0.54</td>\n",
-       "      <td>0.77</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>0.81</td>\n",
-       "      <td>NaN</td>\n",
+       "      <th>50%</th>\n",
+       "      <td>1.095000</td>\n",
+       "      <td>1.305000</td>\n",
+       "      <td>1.375000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>1.540000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>362</th>\n",
-       "      <td>1992-02-01</td>\n",
-       "      <td>0.54</td>\n",
-       "      <td>0.78</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>0.81</td>\n",
-       "      <td>NaN</td>\n",
+       "      <th>75%</th>\n",
+       "      <td>1.310000</td>\n",
+       "      <td>1.542500</td>\n",
+       "      <td>1.510000</td>\n",
+       "      <td>1.125000</td>\n",
+       "      <td>1.780000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>363</th>\n",
-       "      <td>1992-01-01</td>\n",
-       "      <td>0.54</td>\n",
-       "      <td>0.78</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>0.80</td>\n",
-       "      <td>NaN</td>\n",
+       "      <th>max</th>\n",
+       "      <td>1.860000</td>\n",
+       "      <td>1.960000</td>\n",
+       "      <td>1.900000</td>\n",
+       "      <td>1.240000</td>\n",
+       "      <td>1.880000</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>364 rows × 6 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "           date  diesel_ttc  super_98_ttc  super_95_ttc  super_plombe_ttc  \\\n",
-       "0    2022-04-01        1.87          1.87          1.82               NaN   \n",
-       "1    2022-03-01        2.02          2.05          2.00               NaN   \n",
-       "2    2022-02-01        1.72          1.86          1.80               NaN   \n",
-       "3    2022-01-01        1.63          1.77          1.71               NaN   \n",
-       "4    2021-12-01        1.54          1.70          1.64               NaN   \n",
-       "..          ...         ...           ...           ...               ...   \n",
-       "359  1992-05-01        0.54          0.78           NaN              0.81   \n",
-       "360  1992-04-01        0.53          0.77           NaN              0.81   \n",
-       "361  1992-03-01        0.54          0.77           NaN              0.81   \n",
-       "362  1992-02-01        0.54          0.78           NaN              0.81   \n",
-       "363  1992-01-01        0.54          0.78           NaN              0.80   \n",
+       "       diesel_ttcmean  super_98_ttcmean  super_95_ttcmean  \\\n",
+       "count       32.000000         32.000000         22.000000   \n",
+       "mean         1.059688          1.274375          1.394545   \n",
+       "std          0.358496          0.318332          0.228717   \n",
+       "min          0.540000          0.780000          1.000000   \n",
+       "25%          0.750000          1.012500          1.260000   \n",
+       "50%          1.095000          1.305000          1.375000   \n",
+       "75%          1.310000          1.542500          1.510000   \n",
+       "max          1.860000          1.960000          1.900000   \n",
        "\n",
-       "     super_95_e10_ttc  \n",
-       "0                1.76  \n",
-       "1                1.96  \n",
-       "2                1.77  \n",
-       "3                1.69  \n",
-       "4                1.61  \n",
-       "..                ...  \n",
-       "359               NaN  \n",
-       "360               NaN  \n",
-       "361               NaN  \n",
-       "362               NaN  \n",
-       "363               NaN  \n",
-       "\n",
-       "[364 rows x 6 columns]"
+       "       super_plombe_ttcmean  super_95_e10_ttcmean  \n",
+       "count             14.000000              5.000000  \n",
+       "mean               1.018571              1.608000  \n",
+       "std                0.136374              0.217187  \n",
+       "min                0.810000              1.350000  \n",
+       "25%                0.915000              1.490000  \n",
+       "50%                1.000000              1.540000  \n",
+       "75%                1.125000              1.780000  \n",
+       "max                1.240000              1.880000  "
       ]
      },
-     "execution_count": 15,
+     "execution_count": 90,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "df_mens"
+    "df_ann.describe()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
-   "id": "02992af3-7110-4f17-9ac2-f4f0f2fdc4de",
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 91,
+   "id": "d506ef42-c388-4690-b3dc-116a08a6c2c3",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "Int64Index: 32 entries, 0 to 31\n",
+      "Data columns (total 6 columns):\n",
+      " #   Column                Non-Null Count  Dtype  \n",
+      "---  ------                --------------  -----  \n",
+      " 0   annee                 32 non-null     object \n",
+      " 1   diesel_ttcmean        32 non-null     float64\n",
+      " 2   super_98_ttcmean      32 non-null     float64\n",
+      " 3   super_95_ttcmean      22 non-null     float64\n",
+      " 4   super_plombe_ttcmean  14 non-null     float64\n",
+      " 5   super_95_e10_ttcmean  5 non-null      float64\n",
+      "dtypes: float64(5), object(1)\n",
+      "memory usage: 1.8+ KB\n"
+     ]
+    }
+   ],
    "source": [
-    "df_mens.loc[:,['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']] *= 100\n",
-    "df_mens[['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']] = df_mens[['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']].round(0)\n",
-    "df_mens.to_csv(\"prix_hectolitre_mensuel_carburant.csv\", index=False, index_label=False)"
+    "df_ann.info()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
-   "id": "62b9b211-5aa0-4180-8eea-33b6bc2ac4eb",
-   "metadata": {},
+   "execution_count": 94,
+   "id": "02992af3-7110-4f17-9ac2-f4f0f2fdc4de",
+   "metadata": {
+    "tags": []
+   },
    "outputs": [
     {
      "data": {
@@ -1054,48 +1210,48 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>2022-04-01</td>\n",
-       "      <td>187.0</td>\n",
-       "      <td>187.0</td>\n",
-       "      <td>182.0</td>\n",
+       "      <td>2023-08-01</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>194.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>176.0</td>\n",
+       "      <td>193.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>2022-03-01</td>\n",
-       "      <td>202.0</td>\n",
-       "      <td>205.0</td>\n",
-       "      <td>200.0</td>\n",
+       "      <td>2023-07-01</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>185.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>196.0</td>\n",
+       "      <td>184.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>2022-02-01</td>\n",
-       "      <td>172.0</td>\n",
-       "      <td>186.0</td>\n",
-       "      <td>180.0</td>\n",
+       "      <td>2023-06-01</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>188.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>177.0</td>\n",
+       "      <td>186.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>2022-01-01</td>\n",
-       "      <td>163.0</td>\n",
-       "      <td>177.0</td>\n",
-       "      <td>171.0</td>\n",
-       "      <td>NaN</td>\n",
+       "      <td>2023-05-01</td>\n",
        "      <td>169.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>185.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>2021-12-01</td>\n",
-       "      <td>154.0</td>\n",
-       "      <td>170.0</td>\n",
-       "      <td>164.0</td>\n",
+       "      <td>2023-04-01</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>195.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>161.0</td>\n",
+       "      <td>193.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>...</th>\n",
@@ -1107,7 +1263,7 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>359</th>\n",
+       "      <th>375</th>\n",
        "      <td>1992-05-01</td>\n",
        "      <td>54.0</td>\n",
        "      <td>78.0</td>\n",
@@ -1116,7 +1272,7 @@
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>360</th>\n",
+       "      <th>376</th>\n",
        "      <td>1992-04-01</td>\n",
        "      <td>53.0</td>\n",
        "      <td>77.0</td>\n",
@@ -1125,7 +1281,7 @@
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>361</th>\n",
+       "      <th>377</th>\n",
        "      <td>1992-03-01</td>\n",
        "      <td>54.0</td>\n",
        "      <td>77.0</td>\n",
@@ -1134,7 +1290,7 @@
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>362</th>\n",
+       "      <th>378</th>\n",
        "      <td>1992-02-01</td>\n",
        "      <td>54.0</td>\n",
        "      <td>78.0</td>\n",
@@ -1143,7 +1299,7 @@
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>363</th>\n",
+       "      <th>379</th>\n",
        "      <td>1992-01-01</td>\n",
        "      <td>54.0</td>\n",
        "      <td>78.0</td>\n",
@@ -1153,65 +1309,59 @@
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>364 rows × 6 columns</p>\n",
+       "<p>380 rows × 6 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
        "           date  diesel_ttc  super_98_ttc  super_95_ttc  super_plombe_ttc  \\\n",
-       "0    2022-04-01       187.0         187.0         182.0               NaN   \n",
-       "1    2022-03-01       202.0         205.0         200.0               NaN   \n",
-       "2    2022-02-01       172.0         186.0         180.0               NaN   \n",
-       "3    2022-01-01       163.0         177.0         171.0               NaN   \n",
-       "4    2021-12-01       154.0         170.0         164.0               NaN   \n",
+       "0    2023-08-01       185.0         199.0         194.0               NaN   \n",
+       "1    2023-07-01       172.0         191.0         185.0               NaN   \n",
+       "2    2023-06-01       170.0         194.0         188.0               NaN   \n",
+       "3    2023-05-01       169.0         193.0         187.0               NaN   \n",
+       "4    2023-04-01       181.0         200.0         195.0               NaN   \n",
        "..          ...         ...           ...           ...               ...   \n",
-       "359  1992-05-01        54.0          78.0           NaN              81.0   \n",
-       "360  1992-04-01        53.0          77.0           NaN              81.0   \n",
-       "361  1992-03-01        54.0          77.0           NaN              81.0   \n",
-       "362  1992-02-01        54.0          78.0           NaN              81.0   \n",
-       "363  1992-01-01        54.0          78.0           NaN              80.0   \n",
+       "375  1992-05-01        54.0          78.0           NaN              81.0   \n",
+       "376  1992-04-01        53.0          77.0           NaN              81.0   \n",
+       "377  1992-03-01        54.0          77.0           NaN              81.0   \n",
+       "378  1992-02-01        54.0          78.0           NaN              81.0   \n",
+       "379  1992-01-01        54.0          78.0           NaN              80.0   \n",
        "\n",
        "     super_95_e10_ttc  \n",
-       "0               176.0  \n",
-       "1               196.0  \n",
-       "2               177.0  \n",
-       "3               169.0  \n",
-       "4               161.0  \n",
+       "0               193.0  \n",
+       "1               184.0  \n",
+       "2               186.0  \n",
+       "3               185.0  \n",
+       "4               193.0  \n",
        "..                ...  \n",
-       "359               NaN  \n",
-       "360               NaN  \n",
-       "361               NaN  \n",
-       "362               NaN  \n",
-       "363               NaN  \n",
+       "375               NaN  \n",
+       "376               NaN  \n",
+       "377               NaN  \n",
+       "378               NaN  \n",
+       "379               NaN  \n",
        "\n",
-       "[364 rows x 6 columns]"
+       "[380 rows x 6 columns]"
       ]
      },
-     "execution_count": 17,
+     "execution_count": 94,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "df_mens"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "id": "372a7fe6-f63d-496b-87b8-171c1888ae81",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "df_ann.loc[:,['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']] *= 100\n",
-    "df_ann[['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']] = df_ann[['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']].round(0)\n",
-    "df_ann.to_csv(\"prix_hectolitre_annuel_carburant.csv\", index=False, index_label=False)"
+    "df_mens_hecto = df_mens.copy()\n",
+    "df_mens_hecto.loc[:,['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']] *= 100\n",
+    "df_mens_hecto[['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']] = df_mens_hecto[['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']].round(0)\n",
+    "df_mens_hecto.to_csv(\"prix_hectolitre_mensuel_carburant.csv\", index=False, index_label=False)\n",
+    "df_mens_hecto"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
-   "id": "96ecd7ec-784e-46d6-92ea-5e53a29984f6",
-   "metadata": {},
+   "execution_count": 96,
+   "id": "17b3bb14-5ffe-42f3-a0f8-6164ea879b63",
+   "metadata": {
+    "tags": []
+   },
    "outputs": [
     {
      "data": {
@@ -1234,152 +1384,561 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
-       "      <th>date</th>\n",
-       "      <th>diesel_ttc</th>\n",
-       "      <th>super_98_ttc</th>\n",
-       "      <th>super_95_ttc</th>\n",
-       "      <th>super_plombe_ttc</th>\n",
-       "      <th>super_95_e10_ttc</th>\n",
+       "      <th>annee</th>\n",
+       "      <th>diesel_ttcmean</th>\n",
+       "      <th>super_98_ttcmean</th>\n",
+       "      <th>super_95_ttcmean</th>\n",
+       "      <th>super_plombe_ttcmean</th>\n",
+       "      <th>super_95_e10_ttcmean</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>32</th>\n",
-       "      <td>2022</td>\n",
-       "      <td>181.0</td>\n",
-       "      <td>189.0</td>\n",
-       "      <td>183.0</td>\n",
+       "      <th>0</th>\n",
+       "      <td>1992</td>\n",
+       "      <td>0.54</td>\n",
+       "      <td>0.78</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>180.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>31</th>\n",
-       "      <td>2021</td>\n",
-       "      <td>144.0</td>\n",
-       "      <td>162.0</td>\n",
-       "      <td>156.0</td>\n",
+       "      <td>0.81</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>154.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>30</th>\n",
-       "      <td>2020</td>\n",
-       "      <td>127.0</td>\n",
-       "      <td>142.0</td>\n",
-       "      <td>137.0</td>\n",
+       "      <th>1</th>\n",
+       "      <td>1993</td>\n",
+       "      <td>0.56</td>\n",
+       "      <td>0.79</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>135.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>2019</td>\n",
-       "      <td>144.0</td>\n",
-       "      <td>156.0</td>\n",
-       "      <td>151.0</td>\n",
+       "      <td>0.84</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>149.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>2018</td>\n",
-       "      <td>144.0</td>\n",
-       "      <td>157.0</td>\n",
-       "      <td>151.0</td>\n",
+       "      <th>2</th>\n",
+       "      <td>1994</td>\n",
+       "      <td>0.60</td>\n",
+       "      <td>0.82</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>0.87</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>2017</td>\n",
-       "      <td>123.0</td>\n",
-       "      <td>145.0</td>\n",
-       "      <td>138.0</td>\n",
+       "      <th>3</th>\n",
+       "      <td>1995</td>\n",
+       "      <td>0.59</td>\n",
+       "      <td>0.87</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>0.90</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>2016</td>\n",
-       "      <td>111.0</td>\n",
-       "      <td>135.0</td>\n",
-       "      <td>132.0</td>\n",
+       "      <th>4</th>\n",
+       "      <td>1996</td>\n",
+       "      <td>0.66</td>\n",
+       "      <td>0.92</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>0.96</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>2015</td>\n",
-       "      <td>117.0</td>\n",
-       "      <td>141.0</td>\n",
-       "      <td>137.0</td>\n",
+       "      <th>5</th>\n",
+       "      <td>1997</td>\n",
+       "      <td>0.68</td>\n",
+       "      <td>0.96</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>0.99</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>2014</td>\n",
-       "      <td>130.0</td>\n",
-       "      <td>154.0</td>\n",
-       "      <td>150.0</td>\n",
+       "      <th>6</th>\n",
+       "      <td>1998</td>\n",
+       "      <td>0.64</td>\n",
+       "      <td>0.93</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>0.96</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>2013</td>\n",
-       "      <td>136.0</td>\n",
-       "      <td>160.0</td>\n",
-       "      <td>156.0</td>\n",
+       "      <th>7</th>\n",
+       "      <td>1999</td>\n",
+       "      <td>0.69</td>\n",
+       "      <td>0.96</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>1.01</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>22</th>\n",
+       "      <th>8</th>\n",
+       "      <td>2000</td>\n",
+       "      <td>0.85</td>\n",
+       "      <td>1.11</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.18</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>2001</td>\n",
+       "      <td>0.80</td>\n",
+       "      <td>1.05</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.13</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>2002</td>\n",
+       "      <td>0.77</td>\n",
+       "      <td>1.03</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>1.10</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>2003</td>\n",
+       "      <td>0.80</td>\n",
+       "      <td>1.04</td>\n",
+       "      <td>1.02</td>\n",
+       "      <td>1.11</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>2004</td>\n",
+       "      <td>0.89</td>\n",
+       "      <td>1.09</td>\n",
+       "      <td>1.08</td>\n",
+       "      <td>1.16</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>2005</td>\n",
+       "      <td>1.03</td>\n",
+       "      <td>1.21</td>\n",
+       "      <td>1.18</td>\n",
+       "      <td>1.24</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>2006</td>\n",
+       "      <td>1.09</td>\n",
+       "      <td>1.29</td>\n",
+       "      <td>1.25</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>2007</td>\n",
+       "      <td>1.10</td>\n",
+       "      <td>1.32</td>\n",
+       "      <td>1.29</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>2008</td>\n",
+       "      <td>1.28</td>\n",
+       "      <td>1.42</td>\n",
+       "      <td>1.38</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>2009</td>\n",
+       "      <td>1.01</td>\n",
+       "      <td>1.25</td>\n",
+       "      <td>1.22</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>2010</td>\n",
+       "      <td>1.16</td>\n",
+       "      <td>1.40</td>\n",
+       "      <td>1.36</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>2011</td>\n",
+       "      <td>1.34</td>\n",
+       "      <td>1.55</td>\n",
+       "      <td>1.50</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
        "      <td>2012</td>\n",
-       "      <td>141.0</td>\n",
-       "      <td>163.0</td>\n",
-       "      <td>159.0</td>\n",
+       "      <td>1.41</td>\n",
+       "      <td>1.63</td>\n",
+       "      <td>1.59</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>21</th>\n",
-       "      <td>2011</td>\n",
-       "      <td>134.0</td>\n",
-       "      <td>155.0</td>\n",
-       "      <td>150.0</td>\n",
+       "      <td>2013</td>\n",
+       "      <td>1.36</td>\n",
+       "      <td>1.60</td>\n",
+       "      <td>1.56</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>2014</td>\n",
+       "      <td>1.30</td>\n",
+       "      <td>1.54</td>\n",
+       "      <td>1.50</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>2015</td>\n",
+       "      <td>1.17</td>\n",
+       "      <td>1.41</td>\n",
+       "      <td>1.37</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>2016</td>\n",
+       "      <td>1.11</td>\n",
+       "      <td>1.35</td>\n",
+       "      <td>1.32</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>2017</td>\n",
+       "      <td>1.23</td>\n",
+       "      <td>1.45</td>\n",
+       "      <td>1.38</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>2018</td>\n",
+       "      <td>1.44</td>\n",
+       "      <td>1.57</td>\n",
+       "      <td>1.51</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>2019</td>\n",
+       "      <td>1.44</td>\n",
+       "      <td>1.56</td>\n",
+       "      <td>1.51</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.49</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>2020</td>\n",
+       "      <td>1.27</td>\n",
+       "      <td>1.42</td>\n",
+       "      <td>1.37</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.35</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>2021</td>\n",
+       "      <td>1.44</td>\n",
+       "      <td>1.62</td>\n",
+       "      <td>1.56</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.54</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30</th>\n",
+       "      <td>2022</td>\n",
+       "      <td>1.86</td>\n",
+       "      <td>1.88</td>\n",
+       "      <td>1.83</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.78</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31</th>\n",
+       "      <td>2023</td>\n",
+       "      <td>1.80</td>\n",
+       "      <td>1.96</td>\n",
+       "      <td>1.90</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>1.88</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   annee  diesel_ttcmean  super_98_ttcmean  super_95_ttcmean  \\\n",
+       "0   1992            0.54              0.78               NaN   \n",
+       "1   1993            0.56              0.79               NaN   \n",
+       "2   1994            0.60              0.82               NaN   \n",
+       "3   1995            0.59              0.87               NaN   \n",
+       "4   1996            0.66              0.92               NaN   \n",
+       "5   1997            0.68              0.96               NaN   \n",
+       "6   1998            0.64              0.93               NaN   \n",
+       "7   1999            0.69              0.96               NaN   \n",
+       "8   2000            0.85              1.11               NaN   \n",
+       "9   2001            0.80              1.05               NaN   \n",
+       "10  2002            0.77              1.03              1.00   \n",
+       "11  2003            0.80              1.04              1.02   \n",
+       "12  2004            0.89              1.09              1.08   \n",
+       "13  2005            1.03              1.21              1.18   \n",
+       "14  2006            1.09              1.29              1.25   \n",
+       "15  2007            1.10              1.32              1.29   \n",
+       "16  2008            1.28              1.42              1.38   \n",
+       "17  2009            1.01              1.25              1.22   \n",
+       "18  2010            1.16              1.40              1.36   \n",
+       "19  2011            1.34              1.55              1.50   \n",
+       "20  2012            1.41              1.63              1.59   \n",
+       "21  2013            1.36              1.60              1.56   \n",
+       "22  2014            1.30              1.54              1.50   \n",
+       "23  2015            1.17              1.41              1.37   \n",
+       "24  2016            1.11              1.35              1.32   \n",
+       "25  2017            1.23              1.45              1.38   \n",
+       "26  2018            1.44              1.57              1.51   \n",
+       "27  2019            1.44              1.56              1.51   \n",
+       "28  2020            1.27              1.42              1.37   \n",
+       "29  2021            1.44              1.62              1.56   \n",
+       "30  2022            1.86              1.88              1.83   \n",
+       "31  2023            1.80              1.96              1.90   \n",
+       "\n",
+       "    super_plombe_ttcmean  super_95_e10_ttcmean  \n",
+       "0                   0.81                   NaN  \n",
+       "1                   0.84                   NaN  \n",
+       "2                   0.87                   NaN  \n",
+       "3                   0.90                   NaN  \n",
+       "4                   0.96                   NaN  \n",
+       "5                   0.99                   NaN  \n",
+       "6                   0.96                   NaN  \n",
+       "7                   1.01                   NaN  \n",
+       "8                   1.18                   NaN  \n",
+       "9                   1.13                   NaN  \n",
+       "10                  1.10                   NaN  \n",
+       "11                  1.11                   NaN  \n",
+       "12                  1.16                   NaN  \n",
+       "13                  1.24                   NaN  \n",
+       "14                   NaN                   NaN  \n",
+       "15                   NaN                   NaN  \n",
+       "16                   NaN                   NaN  \n",
+       "17                   NaN                   NaN  \n",
+       "18                   NaN                   NaN  \n",
+       "19                   NaN                   NaN  \n",
+       "20                   NaN                   NaN  \n",
+       "21                   NaN                   NaN  \n",
+       "22                   NaN                   NaN  \n",
+       "23                   NaN                   NaN  \n",
+       "24                   NaN                   NaN  \n",
+       "25                   NaN                   NaN  \n",
+       "26                   NaN                   NaN  \n",
+       "27                   NaN                  1.49  \n",
+       "28                   NaN                  1.35  \n",
+       "29                   NaN                  1.54  \n",
+       "30                   NaN                  1.78  \n",
+       "31                   NaN                  1.88  "
+      ]
+     },
+     "execution_count": 96,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_ann_hecto"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 100,
+   "id": "372a7fe6-f63d-496b-87b8-171c1888ae81",
+   "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 th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>annee</th>\n",
+       "      <th>diesel_ttc</th>\n",
+       "      <th>super_98_ttc</th>\n",
+       "      <th>super_95_ttc</th>\n",
+       "      <th>super_plombe_ttc</th>\n",
+       "      <th>super_95_e10_ttc</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>1992</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>1993</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>1994</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>1995</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>1996</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>1997</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>1998</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>1999</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>2000</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>2001</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>2002</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>2003</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>111.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>2010</td>\n",
+       "      <th>12</th>\n",
+       "      <td>2004</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>108.0</td>\n",
        "      <td>116.0</td>\n",
-       "      <td>140.0</td>\n",
-       "      <td>136.0</td>\n",
-       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>2009</td>\n",
-       "      <td>101.0</td>\n",
-       "      <td>125.0</td>\n",
-       "      <td>122.0</td>\n",
-       "      <td>NaN</td>\n",
+       "      <th>13</th>\n",
+       "      <td>2005</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>124.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>2008</td>\n",
-       "      <td>128.0</td>\n",
-       "      <td>142.0</td>\n",
-       "      <td>138.0</td>\n",
+       "      <th>14</th>\n",
+       "      <td>2006</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>125.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>17</th>\n",
+       "      <th>15</th>\n",
        "      <td>2007</td>\n",
        "      <td>110.0</td>\n",
        "      <td>132.0</td>\n",
@@ -1389,227 +1948,234 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
-       "      <td>2006</td>\n",
-       "      <td>109.0</td>\n",
-       "      <td>129.0</td>\n",
-       "      <td>125.0</td>\n",
+       "      <td>2008</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>138.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>2005</td>\n",
-       "      <td>103.0</td>\n",
-       "      <td>121.0</td>\n",
-       "      <td>118.0</td>\n",
-       "      <td>124.0</td>\n",
+       "      <th>17</th>\n",
+       "      <td>2009</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>2004</td>\n",
-       "      <td>89.0</td>\n",
-       "      <td>109.0</td>\n",
-       "      <td>108.0</td>\n",
+       "      <th>18</th>\n",
+       "      <td>2010</td>\n",
        "      <td>116.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>136.0</td>\n",
        "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>2003</td>\n",
-       "      <td>80.0</td>\n",
-       "      <td>104.0</td>\n",
-       "      <td>102.0</td>\n",
-       "      <td>111.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>2002</td>\n",
-       "      <td>77.0</td>\n",
-       "      <td>103.0</td>\n",
-       "      <td>100.0</td>\n",
-       "      <td>110.0</td>\n",
+       "      <th>19</th>\n",
+       "      <td>2011</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>2001</td>\n",
-       "      <td>80.0</td>\n",
-       "      <td>105.0</td>\n",
+       "      <th>20</th>\n",
+       "      <td>2012</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>159.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>113.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>2000</td>\n",
-       "      <td>85.0</td>\n",
-       "      <td>111.0</td>\n",
+       "      <th>21</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>156.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>118.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>1999</td>\n",
-       "      <td>69.0</td>\n",
-       "      <td>96.0</td>\n",
+       "      <th>22</th>\n",
+       "      <td>2014</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>150.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>101.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>1998</td>\n",
-       "      <td>64.0</td>\n",
-       "      <td>93.0</td>\n",
+       "      <th>23</th>\n",
+       "      <td>2015</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>137.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>96.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>1997</td>\n",
-       "      <td>68.0</td>\n",
-       "      <td>96.0</td>\n",
+       "      <th>24</th>\n",
+       "      <td>2016</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>132.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>99.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>1996</td>\n",
-       "      <td>66.0</td>\n",
-       "      <td>92.0</td>\n",
+       "      <th>25</th>\n",
+       "      <td>2017</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>138.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>96.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>1995</td>\n",
-       "      <td>59.0</td>\n",
-       "      <td>87.0</td>\n",
+       "      <th>26</th>\n",
+       "      <td>2018</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>151.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>90.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>1994</td>\n",
-       "      <td>60.0</td>\n",
-       "      <td>82.0</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>87.0</td>\n",
+       "      <th>27</th>\n",
+       "      <td>2019</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>151.0</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>149.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>1993</td>\n",
-       "      <td>56.0</td>\n",
-       "      <td>79.0</td>\n",
+       "      <th>28</th>\n",
+       "      <td>2020</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>137.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>84.0</td>\n",
+       "      <td>135.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>2021</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>156.0</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>154.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>1992</td>\n",
-       "      <td>54.0</td>\n",
-       "      <td>78.0</td>\n",
+       "      <th>30</th>\n",
+       "      <td>2022</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>183.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>81.0</td>\n",
+       "      <td>178.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31</th>\n",
+       "      <td>2023</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>190.0</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>188.0</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "    date  diesel_ttc  super_98_ttc  super_95_ttc  super_plombe_ttc  \\\n",
-       "32  2022       181.0         189.0         183.0               NaN   \n",
-       "31  2021       144.0         162.0         156.0               NaN   \n",
-       "30  2020       127.0         142.0         137.0               NaN   \n",
-       "29  2019       144.0         156.0         151.0               NaN   \n",
-       "28  2018       144.0         157.0         151.0               NaN   \n",
-       "27  2017       123.0         145.0         138.0               NaN   \n",
-       "26  2016       111.0         135.0         132.0               NaN   \n",
-       "25  2015       117.0         141.0         137.0               NaN   \n",
-       "24  2014       130.0         154.0         150.0               NaN   \n",
-       "23  2013       136.0         160.0         156.0               NaN   \n",
-       "22  2012       141.0         163.0         159.0               NaN   \n",
-       "21  2011       134.0         155.0         150.0               NaN   \n",
-       "20  2010       116.0         140.0         136.0               NaN   \n",
-       "19  2009       101.0         125.0         122.0               NaN   \n",
-       "18  2008       128.0         142.0         138.0               NaN   \n",
-       "17  2007       110.0         132.0         129.0               NaN   \n",
-       "16  2006       109.0         129.0         125.0               NaN   \n",
-       "15  2005       103.0         121.0         118.0             124.0   \n",
-       "14  2004        89.0         109.0         108.0             116.0   \n",
-       "13  2003        80.0         104.0         102.0             111.0   \n",
-       "12  2002        77.0         103.0         100.0             110.0   \n",
-       "11  2001        80.0         105.0           NaN             113.0   \n",
-       "10  2000        85.0         111.0           NaN             118.0   \n",
-       "9   1999        69.0          96.0           NaN             101.0   \n",
-       "8   1998        64.0          93.0           NaN              96.0   \n",
-       "7   1997        68.0          96.0           NaN              99.0   \n",
-       "6   1996        66.0          92.0           NaN              96.0   \n",
-       "5   1995        59.0          87.0           NaN              90.0   \n",
-       "4   1994        60.0          82.0           NaN              87.0   \n",
-       "3   1993        56.0          79.0           NaN              84.0   \n",
-       "2   1992        54.0          78.0           NaN              81.0   \n",
+       "   annee  diesel_ttc  super_98_ttc  super_95_ttc  super_plombe_ttc  \\\n",
+       "0   1992        54.0          78.0           NaN              81.0   \n",
+       "1   1993        56.0          79.0           NaN              84.0   \n",
+       "2   1994        60.0          82.0           NaN              87.0   \n",
+       "3   1995        59.0          87.0           NaN              90.0   \n",
+       "4   1996        66.0          92.0           NaN              96.0   \n",
+       "5   1997        68.0          96.0           NaN              99.0   \n",
+       "6   1998        64.0          93.0           NaN              96.0   \n",
+       "7   1999        69.0          96.0           NaN             101.0   \n",
+       "8   2000        85.0         111.0           NaN             118.0   \n",
+       "9   2001        80.0         105.0           NaN             113.0   \n",
+       "10  2002        77.0         103.0         100.0             110.0   \n",
+       "11  2003        80.0         104.0         102.0             111.0   \n",
+       "12  2004        89.0         109.0         108.0             116.0   \n",
+       "13  2005       103.0         121.0         118.0             124.0   \n",
+       "14  2006       109.0         129.0         125.0               NaN   \n",
+       "15  2007       110.0         132.0         129.0               NaN   \n",
+       "16  2008       128.0         142.0         138.0               NaN   \n",
+       "17  2009       101.0         125.0         122.0               NaN   \n",
+       "18  2010       116.0         140.0         136.0               NaN   \n",
+       "19  2011       134.0         155.0         150.0               NaN   \n",
+       "20  2012       141.0         163.0         159.0               NaN   \n",
+       "21  2013       136.0         160.0         156.0               NaN   \n",
+       "22  2014       130.0         154.0         150.0               NaN   \n",
+       "23  2015       117.0         141.0         137.0               NaN   \n",
+       "24  2016       111.0         135.0         132.0               NaN   \n",
+       "25  2017       123.0         145.0         138.0               NaN   \n",
+       "26  2018       144.0         157.0         151.0               NaN   \n",
+       "27  2019       144.0         156.0         151.0               NaN   \n",
+       "28  2020       127.0         142.0         137.0               NaN   \n",
+       "29  2021       144.0         162.0         156.0               NaN   \n",
+       "30  2022       186.0         188.0         183.0               NaN   \n",
+       "31  2023       180.0         196.0         190.0               NaN   \n",
        "\n",
        "    super_95_e10_ttc  \n",
-       "32             180.0  \n",
-       "31             154.0  \n",
-       "30             135.0  \n",
-       "29             149.0  \n",
-       "28               NaN  \n",
-       "27               NaN  \n",
-       "26               NaN  \n",
-       "25               NaN  \n",
-       "24               NaN  \n",
-       "23               NaN  \n",
-       "22               NaN  \n",
-       "21               NaN  \n",
-       "20               NaN  \n",
-       "19               NaN  \n",
-       "18               NaN  \n",
-       "17               NaN  \n",
-       "16               NaN  \n",
-       "15               NaN  \n",
-       "14               NaN  \n",
-       "13               NaN  \n",
-       "12               NaN  \n",
-       "11               NaN  \n",
-       "10               NaN  \n",
-       "9                NaN  \n",
-       "8                NaN  \n",
-       "7                NaN  \n",
-       "6                NaN  \n",
-       "5                NaN  \n",
-       "4                NaN  \n",
+       "0                NaN  \n",
+       "1                NaN  \n",
+       "2                NaN  \n",
        "3                NaN  \n",
-       "2                NaN  "
+       "4                NaN  \n",
+       "5                NaN  \n",
+       "6                NaN  \n",
+       "7                NaN  \n",
+       "8                NaN  \n",
+       "9                NaN  \n",
+       "10               NaN  \n",
+       "11               NaN  \n",
+       "12               NaN  \n",
+       "13               NaN  \n",
+       "14               NaN  \n",
+       "15               NaN  \n",
+       "16               NaN  \n",
+       "17               NaN  \n",
+       "18               NaN  \n",
+       "19               NaN  \n",
+       "20               NaN  \n",
+       "21               NaN  \n",
+       "22               NaN  \n",
+       "23               NaN  \n",
+       "24               NaN  \n",
+       "25               NaN  \n",
+       "26               NaN  \n",
+       "27             149.0  \n",
+       "28             135.0  \n",
+       "29             154.0  \n",
+       "30             178.0  \n",
+       "31             188.0  "
       ]
      },
-     "execution_count": 19,
+     "execution_count": 100,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "df_ann"
+    "df_ann_hecto = df_ann.copy()\n",
+    "df_ann_hecto.loc[:,['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']] *= 100\n",
+    "df_ann_hecto[['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']] = df_ann_hecto[['diesel_ttc','super_98_ttc','super_95_ttc','super_plombe_ttc','super_95_e10_ttc']].round(0)\n",
+    "df_ann_hecto.to_csv(\"prix_hectolitre_annuel_carburant.csv\", index=False, index_label=False)\n",
+    "df_ann_hecto"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "0d51c958-7441-4b29-a672-c41cc8b64eb8",
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {
@@ -1617,9 +2183,9 @@
    "hash": "916dbcbb3f70747c44a77c7bcd40155683ae19c65e1c03b4aa3499c5328201f1"
   },
   "kernelspec": {
-   "display_name": "Python 3.8.10 64-bit",
+   "display_name": "prix-carburant",
    "language": "python",
-   "name": "python3"
+   "name": "prix-carburant"
   },
   "language_info": {
    "codemirror_mode": {
@@ -1631,7 +2197,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.10"
+   "version": "3.9.2"
   },
   "toc-autonumbering": true,
   "toc-showmarkdowntxt": false
diff --git a/notebook_INSEE/prix_hectolitre_annuel_carburant.csv b/notebook_INSEE/prix_hectolitre_annuel_carburant.csv
index d63ff4ab3fbb79c478c173b1dfcb89a781b644f9..dea7123d5a04726aae8eb18b785733a3b7d6ead3 100644
--- a/notebook_INSEE/prix_hectolitre_annuel_carburant.csv
+++ b/notebook_INSEE/prix_hectolitre_annuel_carburant.csv
@@ -1,32 +1,33 @@
-date,diesel_ttc,super_98_ttc,super_95_ttc,super_plombe_ttc,super_95_e10_ttc
-2022,181.0,189.0,183.0,,180.0
-2021,144.0,162.0,156.0,,154.0
-2020,127.0,142.0,137.0,,135.0
-2019,144.0,156.0,151.0,,149.0
-2018,144.0,157.0,151.0,,
-2017,123.0,145.0,138.0,,
-2016,111.0,135.0,132.0,,
-2015,117.0,141.0,137.0,,
-2014,130.0,154.0,150.0,,
-2013,136.0,160.0,156.0,,
-2012,141.0,163.0,159.0,,
-2011,134.0,155.0,150.0,,
-2010,116.0,140.0,136.0,,
-2009,101.0,125.0,122.0,,
-2008,128.0,142.0,138.0,,
-2007,110.0,132.0,129.0,,
-2006,109.0,129.0,125.0,,
-2005,103.0,121.0,118.0,124.0,
-2004,89.0,109.0,108.0,116.0,
-2003,80.0,104.0,102.0,111.0,
-2002,77.0,103.0,100.0,110.0,
-2001,80.0,105.0,,113.0,
-2000,85.0,111.0,,118.0,
-1999,69.0,96.0,,101.0,
-1998,64.0,93.0,,96.0,
-1997,68.0,96.0,,99.0,
-1996,66.0,92.0,,96.0,
-1995,59.0,87.0,,90.0,
-1994,60.0,82.0,,87.0,
-1993,56.0,79.0,,84.0,
+annee,diesel_ttc,super_98_ttc,super_95_ttc,super_plombe_ttc,super_95_e10_ttc
 1992,54.0,78.0,,81.0,
+1993,56.0,79.0,,84.0,
+1994,60.0,82.0,,87.0,
+1995,59.0,87.0,,90.0,
+1996,66.0,92.0,,96.0,
+1997,68.0,96.0,,99.0,
+1998,64.0,93.0,,96.0,
+1999,69.0,96.0,,101.0,
+2000,85.0,111.0,,118.0,
+2001,80.0,105.0,,113.0,
+2002,77.0,103.0,100.0,110.0,
+2003,80.0,104.0,102.0,111.0,
+2004,89.0,109.0,108.0,116.0,
+2005,103.0,121.0,118.0,124.0,
+2006,109.0,129.0,125.0,,
+2007,110.0,132.0,129.0,,
+2008,128.0,142.0,138.0,,
+2009,101.0,125.0,122.0,,
+2010,116.0,140.0,136.0,,
+2011,134.0,155.0,150.0,,
+2012,141.0,163.0,159.0,,
+2013,136.0,160.0,156.0,,
+2014,130.0,154.0,150.0,,
+2015,117.0,141.0,137.0,,
+2016,111.0,135.0,132.0,,
+2017,123.0,145.0,138.0,,
+2018,144.0,157.0,151.0,,
+2019,144.0,156.0,151.0,,149.0
+2020,127.0,142.0,137.0,,135.0
+2021,144.0,162.0,156.0,,154.0
+2022,186.0,188.0,183.0,,178.0
+2023,180.0,196.0,190.0,,188.0
diff --git a/notebook_INSEE/prix_hectolitre_mensuel_carburant.csv b/notebook_INSEE/prix_hectolitre_mensuel_carburant.csv
index 67a7c60d09a0f47b0f7b22cc75159389b271f977..1e0993f23b65c84f73307206672e43fab386a473 100644
--- a/notebook_INSEE/prix_hectolitre_mensuel_carburant.csv
+++ b/notebook_INSEE/prix_hectolitre_mensuel_carburant.csv
@@ -1,4 +1,20 @@
 date,diesel_ttc,super_98_ttc,super_95_ttc,super_plombe_ttc,super_95_e10_ttc
+2023-08-01,185.0,199.0,194.0,,193.0
+2023-07-01,172.0,191.0,185.0,,184.0
+2023-06-01,170.0,194.0,188.0,,186.0
+2023-05-01,169.0,193.0,187.0,,185.0
+2023-04-01,181.0,200.0,195.0,,193.0
+2023-03-01,185.0,198.0,192.0,,190.0
+2023-02-01,186.0,198.0,192.0,,189.0
+2023-01-01,192.0,194.0,187.0,,186.0
+2022-12-01,178.0,176.0,171.0,,165.0
+2022-11-01,188.0,179.0,174.0,,168.0
+2022-10-01,187.0,173.0,169.0,,162.0
+2022-09-01,174.0,163.0,159.0,,151.0
+2022-08-01,187.0,188.0,182.0,,177.0
+2022-07-01,200.0,207.0,201.0,,195.0
+2022-06-01,209.0,219.0,212.0,,208.0
+2022-05-01,190.0,198.0,192.0,,189.0
 2022-04-01,187.0,187.0,182.0,,176.0
 2022-03-01,202.0,205.0,200.0,,196.0
 2022-02-01,172.0,186.0,180.0,,177.0
diff --git a/notebook_INSEE/prix_litre_annuel_carburant.csv b/notebook_INSEE/prix_litre_annuel_carburant.csv
index ac4c5a7e9d32efe5ee45d09737f671fe9d3612fb..747a64cc5d995d4764772c41908756599c61eae6 100644
--- a/notebook_INSEE/prix_litre_annuel_carburant.csv
+++ b/notebook_INSEE/prix_litre_annuel_carburant.csv
@@ -1,32 +1,33 @@
 date,diesel_ttc,super_98_ttc,super_95_ttc,super_plombe_ttc,super_95_e10_ttc
-2022,1.81,1.89,1.83,,1.8
-2021,1.44,1.62,1.56,,1.54
-2020,1.27,1.42,1.37,,1.35
-2019,1.44,1.56,1.51,,1.49
-2018,1.44,1.57,1.51,,
-2017,1.23,1.45,1.38,,
-2016,1.11,1.35,1.32,,
-2015,1.17,1.41,1.37,,
-2014,1.3,1.54,1.5,,
-2013,1.36,1.6,1.56,,
-2012,1.41,1.63,1.59,,
-2011,1.34,1.55,1.5,,
-2010,1.16,1.4,1.36,,
-2009,1.01,1.25,1.22,,
-2008,1.28,1.42,1.38,,
-2007,1.1,1.32,1.29,,
-2006,1.09,1.29,1.25,,
-2005,1.03,1.21,1.18,1.24,
-2004,0.89,1.09,1.08,1.16,
-2003,0.8,1.04,1.02,1.11,
-2002,0.77,1.03,1.0,1.1,
-2001,0.8,1.05,,1.13,
-2000,0.85,1.11,,1.18,
-1999,0.69,0.96,,1.01,
-1998,0.64,0.93,,0.96,
-1997,0.68,0.96,,0.99,
-1996,0.66,0.92,,0.96,
-1995,0.59,0.87,,0.9,
-1994,0.6,0.82,,0.87,
-1993,0.56,0.79,,0.84,
 1992,0.54,0.78,,0.81,
+1993,0.56,0.79,,0.84,
+1994,0.6,0.82,,0.87,
+1995,0.59,0.87,,0.9,
+1996,0.66,0.92,,0.96,
+1997,0.68,0.96,,0.99,
+1998,0.64,0.93,,0.96,
+1999,0.69,0.96,,1.01,
+2000,0.85,1.11,,1.18,
+2001,0.8,1.05,,1.13,
+2002,0.77,1.03,1.0,1.1,
+2003,0.8,1.04,1.02,1.11,
+2004,0.89,1.09,1.08,1.16,
+2005,1.03,1.21,1.18,1.24,
+2006,1.09,1.29,1.25,,
+2007,1.1,1.32,1.29,,
+2008,1.28,1.42,1.38,,
+2009,1.01,1.25,1.22,,
+2010,1.16,1.4,1.36,,
+2011,1.34,1.55,1.5,,
+2012,1.41,1.63,1.59,,
+2013,1.36,1.6,1.56,,
+2014,1.3,1.54,1.5,,
+2015,1.17,1.41,1.37,,
+2016,1.11,1.35,1.32,,
+2017,1.23,1.45,1.38,,
+2018,1.44,1.57,1.51,,
+2019,1.44,1.56,1.51,,1.49
+2020,1.27,1.42,1.37,,1.35
+2021,1.44,1.62,1.56,,1.54
+2022,1.86,1.88,1.83,,1.78
+2023,1.8,1.96,1.9,,1.88
diff --git a/notebook_INSEE/prix_litre_mensuel_carburant.csv b/notebook_INSEE/prix_litre_mensuel_carburant.csv
index d4b6f9d87ee544582f338ff50b8b72178f803b19..f02a8b4a85d8951b6b800fe617f4299a341ca19d 100644
--- a/notebook_INSEE/prix_litre_mensuel_carburant.csv
+++ b/notebook_INSEE/prix_litre_mensuel_carburant.csv
@@ -1,4 +1,20 @@
 date,diesel_ttc,super_98_ttc,super_95_ttc,super_plombe_ttc,super_95_e10_ttc
+2023-08-01,1.85,1.99,1.94,,1.93
+2023-07-01,1.72,1.91,1.85,,1.84
+2023-06-01,1.7,1.94,1.88,,1.86
+2023-05-01,1.69,1.93,1.87,,1.85
+2023-04-01,1.81,2.0,1.95,,1.93
+2023-03-01,1.85,1.98,1.92,,1.9
+2023-02-01,1.86,1.98,1.92,,1.89
+2023-01-01,1.92,1.94,1.87,,1.86
+2022-12-01,1.78,1.76,1.71,,1.65
+2022-11-01,1.88,1.79,1.74,,1.68
+2022-10-01,1.87,1.73,1.69,,1.62
+2022-09-01,1.74,1.63,1.59,,1.51
+2022-08-01,1.87,1.88,1.82,,1.77
+2022-07-01,2.0,2.07,2.01,,1.95
+2022-06-01,2.09,2.19,2.12,,2.08
+2022-05-01,1.9,1.98,1.92,,1.89
 2022-04-01,1.87,1.87,1.82,,1.76
 2022-03-01,2.02,2.05,2.0,,1.96
 2022-02-01,1.72,1.86,1.8,,1.77
diff --git a/notebook_INSEE/prix_mensuel_carburants-openfisca.csv b/notebook_INSEE/prix_mensuel_carburants-openfisca.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b53a5037fea0fcf3a2553239410be31fd06d21aa
--- /dev/null
+++ b/notebook_INSEE/prix_mensuel_carburants-openfisca.csv
@@ -0,0 +1,381 @@
+Date,diesel_ttc,super_98_ttc,super_95_ttc,super_plombe_ttc,super_95_e10_ttc
+1992/01,0.54,0.78,,0.8,
+1992/02,0.54,0.78,,0.81,
+1992/03,0.54,0.77,,0.81,
+1992/04,0.53,0.77,,0.81,
+1992/05,0.54,0.78,,0.81,
+1992/06,0.54,0.78,,0.82,
+1992/07,0.54,0.78,,0.82,
+1992/08,0.54,0.78,,0.81,
+1992/09,0.53,0.77,,0.8,
+1992/10,0.53,0.77,,0.8,
+1992/11,0.54,0.77,,0.81,
+1992/12,0.54,0.77,,0.8,
+1993/01,0.53,0.76,,0.81,
+1993/02,0.54,0.76,,0.81,
+1993/03,0.54,0.76,,0.81,
+1993/04,0.55,0.77,,0.82,
+1993/05,0.55,0.77,,0.82,
+1993/06,0.54,0.77,,0.82,
+1993/07,0.54,0.8,,0.85,
+1993/08,0.56,0.82,,0.87,
+1993/09,0.59,0.82,,0.87,
+1993/10,0.6,0.81,,0.86,
+1993/11,0.6,0.81,,0.86,
+1993/12,0.59,0.81,,0.86,
+1994/01,0.6,0.81,,0.86,
+1994/02,0.6,0.81,,0.86,
+1994/03,0.6,0.81,,0.86,
+1994/04,0.6,0.81,,0.86,
+1994/05,0.6,0.82,,0.87,
+1994/06,0.6,0.82,,0.87,
+1994/07,0.59,0.82,,0.87,
+1994/08,0.59,0.83,,0.88,
+1994/09,0.59,0.83,,0.87,
+1994/10,0.59,0.82,,0.87,
+1994/11,0.59,0.82,,0.87,
+1994/12,0.59,0.82,,0.87,
+1995/01,0.59,0.85,,0.89,
+1995/02,0.59,0.86,,0.9,
+1995/03,0.59,0.86,,0.9,
+1995/04,0.59,0.87,,0.9,
+1995/05,0.59,0.87,,0.91,
+1995/06,0.59,0.87,,0.91,
+1995/07,0.59,0.86,,0.9,
+1995/08,0.59,0.87,,0.91,
+1995/09,0.6,0.87,,0.91,
+1995/10,0.6,0.87,,0.91,
+1995/11,0.6,0.87,,0.91,
+1995/12,0.6,0.88,,0.91,
+1996/01,0.62,0.89,,0.92,
+1996/02,0.63,0.9,,0.93,
+1996/03,0.65,0.9,,0.94,
+1996/04,0.66,0.92,,0.96,
+1996/05,0.65,0.93,,0.97,
+1996/06,0.64,0.92,,0.96,
+1996/07,0.64,0.92,,0.96,
+1996/08,0.64,0.92,,0.96,
+1996/09,0.66,0.93,,0.96,
+1996/10,0.7,0.93,,0.97,
+1996/11,0.7,0.94,,0.98,
+1996/12,0.7,0.94,,0.98,
+1997/01,0.71,0.95,,0.99,
+1997/02,0.7,0.96,,0.99,
+1997/03,0.69,0.95,,0.99,
+1997/04,0.68,0.95,,0.99,
+1997/05,0.68,0.95,,0.99,
+1997/06,0.67,0.95,,0.99,
+1997/07,0.67,0.94,,0.98,
+1997/08,0.68,0.96,,1.0,
+1997/09,0.67,0.97,,1.0,
+1997/10,0.68,0.96,,1.0,
+1997/11,0.69,0.96,,1.0,
+1997/12,0.68,0.96,,0.99,
+1998/01,0.68,0.95,,0.99,
+1998/02,0.67,0.95,,0.99,
+1998/03,0.66,0.94,,0.98,
+1998/04,0.66,0.94,,0.97,
+1998/05,0.65,0.93,,0.97,
+1998/06,0.64,0.93,,0.96,
+1998/07,0.64,0.92,,0.96,
+1998/08,0.63,0.92,,0.96,
+1998/09,0.63,0.91,,0.95,
+1998/10,0.63,0.91,,0.95,
+1998/11,0.63,0.91,,0.95,
+1998/12,0.62,0.91,,0.95,
+1999/01,0.63,0.9,,0.95,
+1999/02,0.63,0.9,,0.95,
+1999/03,0.64,0.9,,0.95,
+1999/04,0.67,0.93,,0.98,
+1999/05,0.67,0.94,,0.99,
+1999/06,0.67,0.94,,0.99,
+1999/07,0.68,0.95,,1.0,
+1999/08,0.7,0.98,,1.03,
+1999/09,0.71,0.99,,1.04,
+1999/10,0.72,1.0,,1.05,
+1999/11,0.73,1.0,,1.05,
+1999/12,0.78,1.04,,1.1,
+2000/01,0.81,1.04,,1.11,
+2000/02,0.81,1.06,,1.12,
+2000/03,0.82,1.1,,1.16,
+2000/04,0.8,1.09,,1.16,
+2000/05,0.81,1.1,,1.17,
+2000/06,0.82,1.15,,1.21,
+2000/07,0.83,1.15,,1.22,
+2000/08,0.84,1.12,,1.19,
+2000/09,0.93,1.16,,1.23,
+2000/10,0.9,1.11,,1.19,
+2000/11,0.91,1.12,,1.19,
+2000/12,0.89,1.08,,1.16,
+2001/01,0.81,1.03,,1.1,
+2001/02,0.8,1.05,,1.13,
+2001/03,0.8,1.05,,1.13,
+2001/04,0.8,1.08,,1.15,
+2001/05,0.82,1.14,,1.21,
+2001/06,0.82,1.13,,1.2,
+2001/07,0.82,1.07,,1.14,
+2001/08,0.8,1.04,,1.11,
+2001/09,0.8,1.06,,1.13,
+2001/10,0.79,1.03,,1.1,
+2001/11,0.78,0.99,,1.06,
+2001/12,0.75,0.98,,1.05,
+2002/01,0.74,0.98,0.95,1.05,
+2002/02,0.74,0.99,0.95,1.05,
+2002/03,0.75,1.0,0.97,1.07,
+2002/04,0.78,1.04,1.02,1.11,
+2002/05,0.77,1.05,1.02,1.11,
+2002/06,0.76,1.03,1.0,1.09,
+2002/07,0.75,1.02,0.99,1.09,
+2002/08,0.77,1.04,1.02,1.11,
+2002/09,0.79,1.05,1.03,1.12,
+2002/10,0.81,1.06,1.04,1.13,
+2002/11,0.79,1.04,1.02,1.11,
+2002/12,0.79,1.03,1.01,1.1,
+2003/01,0.82,1.06,1.04,1.13,
+2003/02,0.84,1.09,1.07,1.15,
+2003/03,0.89,1.09,1.07,1.15,
+2003/04,0.82,1.05,1.03,1.12,
+2003/05,0.77,1.02,0.99,1.09,
+2003/06,0.76,1.01,0.99,1.08,
+2003/07,0.76,1.02,1.0,1.09,
+2003/08,0.77,1.03,1.01,1.1,
+2003/09,0.77,1.04,1.02,1.11,
+2003/10,0.78,1.02,1.0,1.09,
+2003/11,0.79,1.02,1.0,1.09,
+2003/12,0.79,1.02,1.0,1.09,
+2004/01,0.81,1.03,1.01,1.1,
+2004/02,0.81,1.03,1.02,1.1,
+2004/03,0.83,1.06,1.04,1.13,
+2004/04,0.84,1.07,1.05,1.14,
+2004/05,0.88,1.13,1.11,1.2,
+2004/06,0.86,1.11,1.09,1.17,
+2004/07,0.87,1.1,1.08,1.17,
+2004/08,0.91,1.12,1.1,1.18,
+2004/09,0.92,1.11,1.09,1.18,
+2004/10,0.96,1.14,1.12,1.2,
+2004/11,0.97,1.13,1.11,1.19,
+2004/12,0.97,1.1,1.08,1.16,
+2005/01,0.93,1.08,1.05,,
+2005/02,0.94,1.12,1.1,,
+2005/03,0.99,1.13,1.12,,
+2005/04,1.02,1.18,1.16,1.24,
+2005/05,0.99,1.17,1.15,,
+2005/06,1.02,1.18,1.16,,
+2005/07,1.06,1.23,1.2,,
+2005/08,1.07,1.28,1.23,,
+2005/09,1.1,1.36,1.3,,
+2005/10,1.12,1.34,1.28,,
+2005/11,1.07,1.26,1.2,,
+2005/12,1.04,1.24,1.18,,
+2006/01,1.06,1.27,1.23,,
+2006/02,1.07,1.27,1.23,,
+2006/03,1.08,1.27,1.23,,
+2006/04,1.1,1.31,1.28,,
+2006/05,1.12,1.34,1.32,,
+2006/06,1.11,1.34,1.3,,
+2006/07,1.12,1.36,1.33,,
+2006/08,1.13,1.37,1.33,,
+2006/09,1.1,1.28,1.24,,
+2006/10,1.05,1.22,1.18,,
+2006/11,1.04,1.2,1.17,,
+2006/12,1.04,1.21,1.18,,
+2007/01,1.02,1.21,1.18,,
+2007/02,1.02,1.21,1.19,,
+2007/03,1.04,1.26,1.24,,
+2007/04,1.07,1.3,1.28,,
+2007/05,1.07,1.35,1.33,,
+2007/06,1.08,1.36,1.33,,
+2007/07,1.1,1.36,1.33,,
+2007/08,1.1,1.32,1.29,,
+2007/09,1.11,1.33,1.29,,
+2007/10,1.12,1.33,1.29,,
+2007/11,1.2,1.37,1.35,,
+2007/12,1.22,1.38,1.34,,
+2008/01,1.21,1.4,1.37,,
+2008/02,1.2,1.39,1.35,,
+2008/03,1.26,1.42,1.38,,
+2008/04,1.29,1.43,1.39,,
+2008/05,1.37,1.47,1.44,,
+2008/06,1.46,1.53,1.5,,
+2008/07,1.45,1.54,1.51,,
+2008/08,1.36,1.48,1.44,,
+2008/09,1.33,1.48,1.44,,
+2008/10,1.26,1.4,1.35,,
+2008/11,1.15,1.27,1.22,,
+2008/12,1.05,1.17,1.13,,
+2009/01,0.99,1.14,1.1,,
+2009/02,0.99,1.19,1.15,,
+2009/03,0.95,1.18,1.15,,
+2009/04,0.98,1.21,1.18,,
+2009/05,0.98,1.24,1.2,,
+2009/06,1.02,1.31,1.28,,
+2009/07,1.01,1.28,1.25,,
+2009/08,1.04,1.31,1.28,,
+2009/09,1.02,1.29,1.25,,
+2009/10,1.02,1.27,1.24,,
+2009/11,1.05,1.31,1.28,,
+2009/12,1.05,1.3,1.26,,
+2010/01,1.09,1.35,1.31,,
+2010/02,1.09,1.36,1.32,,
+2010/03,1.13,1.4,1.36,,
+2010/04,1.16,1.42,1.39,,
+2010/05,1.18,1.43,1.4,,
+2010/06,1.17,1.41,1.38,,
+2010/07,1.16,1.39,1.36,,
+2010/08,1.15,1.38,1.35,,
+2010/09,1.16,1.38,1.34,,
+2010/10,1.17,1.39,1.35,,
+2010/11,1.19,1.41,1.38,,
+2010/12,1.22,1.46,1.42,,
+2011/01,1.29,1.51,1.46,,
+2011/02,1.31,1.51,1.47,,
+2011/03,1.37,1.56,1.5,,
+2011/04,1.38,1.58,1.52,,
+2011/05,1.34,1.59,1.53,,
+2011/06,1.33,1.56,1.51,,
+2011/07,1.33,1.55,1.5,,
+2011/08,1.33,1.55,1.49,,
+2011/09,1.34,1.56,1.52,,
+2011/10,1.35,1.55,1.5,,
+2011/11,1.39,1.54,1.49,,
+2011/12,1.38,1.54,1.49,,
+2012/01,1.42,1.6,1.56,,
+2012/02,1.43,1.63,1.6,,
+2012/03,1.46,1.68,1.65,,
+2012/04,1.45,1.72,1.67,,
+2012/05,1.42,1.66,1.61,,
+2012/06,1.37,1.61,1.57,,
+2012/07,1.36,1.59,1.56,,
+2012/08,1.44,1.66,1.63,,
+2012/09,1.42,1.65,1.62,,
+2012/10,1.4,1.63,1.59,,
+2012/11,1.38,1.57,1.52,,
+2012/12,1.38,1.57,1.53,,
+2013/01,1.39,1.6,1.56,,
+2013/02,1.41,1.65,1.61,,
+2013/03,1.41,1.65,1.62,,
+2013/04,1.38,1.64,1.6,,
+2013/05,1.34,1.59,1.55,,
+2013/06,1.34,1.59,1.55,,
+2013/07,1.35,1.59,1.56,,
+2013/08,1.36,1.6,1.56,,
+2013/09,1.38,1.61,1.57,,
+2013/10,1.34,1.55,1.51,,
+2013/11,1.33,1.53,1.5,,
+2013/12,1.34,1.55,1.52,,
+2014/01,1.34,1.55,1.52,,
+2014/02,1.34,1.56,1.52,,
+2014/03,1.33,1.56,1.52,,
+2014/04,1.32,1.56,1.53,,
+2014/05,1.32,1.57,1.53,,
+2014/06,1.32,1.58,1.54,,
+2014/07,1.32,1.59,1.55,,
+2014/08,1.31,1.56,1.51,,
+2014/09,1.3,1.55,1.51,,
+2014/10,1.28,1.53,1.49,,
+2014/11,1.25,1.49,1.44,,
+2014/12,1.19,1.43,1.39,,
+2015/01,1.13,1.33,1.29,,
+2015/02,1.19,1.39,1.34,,
+2015/03,1.22,1.44,1.4,,
+2015/04,1.22,1.46,1.42,,
+2015/05,1.24,1.49,1.45,,
+2015/06,1.23,1.49,1.46,,
+2015/07,1.2,1.49,1.45,,
+2015/08,1.14,1.43,1.39,,
+2015/09,1.12,1.37,1.32,,
+2015/10,1.12,1.35,1.31,,
+2015/11,1.11,1.35,1.3,,
+2015/12,1.08,1.34,1.3,,
+2016/01,1.03,1.32,1.29,,
+2016/02,1.03,1.29,1.26,,
+2016/03,1.06,1.29,1.27,,
+2016/04,1.07,1.34,1.31,,
+2016/05,1.12,1.37,1.34,,
+2016/06,1.17,1.41,1.37,,
+2016/07,1.14,1.38,1.33,,
+2016/08,1.11,1.33,1.29,,
+2016/09,1.12,1.34,1.31,,
+2016/10,1.15,1.37,1.33,,
+2016/11,1.16,1.38,1.34,,
+2016/12,1.18,1.38,1.35,,
+2017/01,1.27,1.48,1.42,,
+2017/02,1.27,1.48,1.42,,
+2017/03,1.25,1.46,1.4,,
+2017/04,1.24,1.47,1.4,,
+2017/05,1.21,1.44,1.38,,
+2017/06,1.18,1.42,1.35,,
+2017/07,1.17,1.39,1.33,,
+2017/08,1.2,1.41,1.34,,
+2017/09,1.22,1.44,1.37,,
+2017/10,1.24,1.43,1.36,,
+2017/11,1.27,1.47,1.41,,
+2017/12,1.28,1.48,1.41,,
+2018/01,1.39,1.54,1.47,,
+2018/02,1.38,1.53,1.47,,
+2018/03,1.37,1.52,1.46,,
+2018/04,1.4,1.55,1.49,,
+2018/05,1.45,1.6,1.54,,
+2018/06,1.46,1.62,1.55,,
+2018/07,1.45,1.6,1.54,,
+2018/08,1.45,1.61,1.55,,
+2018/09,1.48,1.62,1.56,,
+2018/10,1.52,1.63,1.57,,
+2018/11,1.48,1.55,1.49,,
+2018/12,1.42,1.5,1.44,,
+2019/01,1.4,1.48,1.43,,1.4
+2019/02,1.44,1.5,1.45,,1.43
+2019/03,1.46,1.54,1.49,,1.47
+2019/04,1.47,1.61,1.57,,1.54
+2019/05,1.49,1.64,1.59,,1.56
+2019/06,1.43,1.59,1.53,,1.51
+2019/07,1.42,1.57,1.52,,1.5
+2019/08,1.42,1.56,1.51,,1.48
+2019/09,1.44,1.55,1.5,,1.48
+2019/10,1.44,1.55,1.5,,1.48
+2019/11,1.44,1.56,1.52,,1.49
+2019/12,1.47,1.58,1.53,,1.51
+2020/01,1.49,1.6,1.55,,1.53
+2020/02,1.42,1.56,1.51,,1.49
+2020/03,1.32,1.47,1.41,,1.39
+2020/04,1.23,1.35,1.29,,1.27
+2020/05,1.18,1.31,1.26,,1.25
+2020/06,1.22,1.37,1.32,,1.31
+2020/07,1.25,1.41,1.36,,1.34
+2020/08,1.25,1.4,1.35,,1.33
+2020/09,1.22,1.4,1.35,,1.33
+2020/10,1.21,1.4,1.35,,1.33
+2020/11,1.22,1.39,1.34,,1.33
+2020/12,1.27,1.42,1.37,,1.35
+2021/01,1.31,1.47,1.42,,1.4
+2021/02,1.36,1.52,1.46,,1.45
+2021/03,1.4,1.57,1.52,,1.5
+2021/04,1.39,1.59,1.53,,1.51
+2021/05,1.4,1.59,1.54,,1.51
+2021/06,1.43,1.6,1.55,,1.53
+2021/07,1.45,1.65,1.59,,1.56
+2021/08,1.45,1.65,1.59,,1.57
+2021/09,1.46,1.65,1.6,,1.57
+2021/10,1.56,1.71,1.65,,1.63
+2021/11,1.57,1.74,1.68,,1.65
+2021/12,1.54,1.7,1.64,,1.61
+2022/01,1.63,1.77,1.71,,1.69
+2022/02,1.72,1.86,1.8,,1.77
+2022/03,2.02,2.05,2.0,,1.96
+2022/04,1.87,1.87,1.82,,1.76
+2022/05,1.9,1.98,1.92,,1.89
+2022/06,2.09,2.19,2.12,,2.08
+2022/07,2.0,2.07,2.01,,1.95
+2022/08,1.87,1.88,1.82,,1.77
+2022/09,1.74,1.63,1.59,,1.51
+2022/10,1.87,1.73,1.69,,1.62
+2022/11,1.88,1.79,1.74,,1.68
+2022/12,1.78,1.76,1.71,,1.65
+2023/01,1.92,1.94,1.87,,1.86
+2023/02,1.86,1.98,1.92,,1.89
+2023/03,1.85,1.98,1.92,,1.9
+2023/04,1.81,2.0,1.95,,1.93
+2023/05,1.69,1.93,1.87,,1.85
+2023/06,1.7,1.94,1.88,,1.86
+2023/07,1.72,1.91,1.85,,1.84
+2023/08,1.85,1.99,1.94,,1.93
diff --git a/notebook_INSEE/prix_mensuel_carburants.csv b/notebook_INSEE/prix_mensuel_carburants.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b53a5037fea0fcf3a2553239410be31fd06d21aa
--- /dev/null
+++ b/notebook_INSEE/prix_mensuel_carburants.csv
@@ -0,0 +1,381 @@
+Date,diesel_ttc,super_98_ttc,super_95_ttc,super_plombe_ttc,super_95_e10_ttc
+1992/01,0.54,0.78,,0.8,
+1992/02,0.54,0.78,,0.81,
+1992/03,0.54,0.77,,0.81,
+1992/04,0.53,0.77,,0.81,
+1992/05,0.54,0.78,,0.81,
+1992/06,0.54,0.78,,0.82,
+1992/07,0.54,0.78,,0.82,
+1992/08,0.54,0.78,,0.81,
+1992/09,0.53,0.77,,0.8,
+1992/10,0.53,0.77,,0.8,
+1992/11,0.54,0.77,,0.81,
+1992/12,0.54,0.77,,0.8,
+1993/01,0.53,0.76,,0.81,
+1993/02,0.54,0.76,,0.81,
+1993/03,0.54,0.76,,0.81,
+1993/04,0.55,0.77,,0.82,
+1993/05,0.55,0.77,,0.82,
+1993/06,0.54,0.77,,0.82,
+1993/07,0.54,0.8,,0.85,
+1993/08,0.56,0.82,,0.87,
+1993/09,0.59,0.82,,0.87,
+1993/10,0.6,0.81,,0.86,
+1993/11,0.6,0.81,,0.86,
+1993/12,0.59,0.81,,0.86,
+1994/01,0.6,0.81,,0.86,
+1994/02,0.6,0.81,,0.86,
+1994/03,0.6,0.81,,0.86,
+1994/04,0.6,0.81,,0.86,
+1994/05,0.6,0.82,,0.87,
+1994/06,0.6,0.82,,0.87,
+1994/07,0.59,0.82,,0.87,
+1994/08,0.59,0.83,,0.88,
+1994/09,0.59,0.83,,0.87,
+1994/10,0.59,0.82,,0.87,
+1994/11,0.59,0.82,,0.87,
+1994/12,0.59,0.82,,0.87,
+1995/01,0.59,0.85,,0.89,
+1995/02,0.59,0.86,,0.9,
+1995/03,0.59,0.86,,0.9,
+1995/04,0.59,0.87,,0.9,
+1995/05,0.59,0.87,,0.91,
+1995/06,0.59,0.87,,0.91,
+1995/07,0.59,0.86,,0.9,
+1995/08,0.59,0.87,,0.91,
+1995/09,0.6,0.87,,0.91,
+1995/10,0.6,0.87,,0.91,
+1995/11,0.6,0.87,,0.91,
+1995/12,0.6,0.88,,0.91,
+1996/01,0.62,0.89,,0.92,
+1996/02,0.63,0.9,,0.93,
+1996/03,0.65,0.9,,0.94,
+1996/04,0.66,0.92,,0.96,
+1996/05,0.65,0.93,,0.97,
+1996/06,0.64,0.92,,0.96,
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diff --git a/notebook_gouv/cache_code_region_from_code_departement.json b/notebook_gouv/cache_code_region_from_code_departement.json
new file mode 100644
index 0000000000000000000000000000000000000000..ede875ec192f0bd7daaa80a2412de3beb005574e
--- /dev/null
+++ b/notebook_gouv/cache_code_region_from_code_departement.json
@@ -0,0 +1,1851 @@
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+}
\ No newline at end of file
diff --git a/notebook_gouv/liste_prix_mensuel_region.json b/notebook_gouv/liste_prix_mensuel_region.json
new file mode 100644
index 0000000000000000000000000000000000000000..287cab520de7231ec2d3cd1f917f478d3fe02eb8
--- /dev/null
+++ b/notebook_gouv/liste_prix_mensuel_region.json
@@ -0,0 +1,229504 @@
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+        "carburant": "GPLc",
+        "annee": 2016,
+        "mois": 12,
+        "prix_moyen": 709.85
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2016,
+        "mois": "moyenne",
+        "prix_moyen": 709.04
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2017,
+        "mois": 2,
+        "prix_moyen": 740.77
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2017,
+        "mois": 5,
+        "prix_moyen": 750.59
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2017,
+        "mois": 6,
+        "prix_moyen": 752.06
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2017,
+        "mois": 11,
+        "prix_moyen": 773.44
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2017,
+        "mois": 12,
+        "prix_moyen": 786.78
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2017,
+        "mois": 9,
+        "prix_moyen": 749.57
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2017,
+        "mois": 10,
+        "prix_moyen": 760.92
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2017,
+        "mois": 4,
+        "prix_moyen": 751.41
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2017,
+        "mois": 1,
+        "prix_moyen": 722.56
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2017,
+        "mois": 3,
+        "prix_moyen": 747.26
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2017,
+        "mois": 7,
+        "prix_moyen": 746.85
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2017,
+        "mois": 8,
+        "prix_moyen": 742.5
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2017,
+        "mois": "moyenne",
+        "prix_moyen": 752.1
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2018,
+        "mois": 1,
+        "prix_moyen": 825.24
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2018,
+        "mois": 7,
+        "prix_moyen": 837.71
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2018,
+        "mois": 10,
+        "prix_moyen": 858.65
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2018,
+        "mois": 6,
+        "prix_moyen": 832.95
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2018,
+        "mois": 2,
+        "prix_moyen": 828.88
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2018,
+        "mois": 3,
+        "prix_moyen": 827.92
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2018,
+        "mois": 4,
+        "prix_moyen": 824.14
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2018,
+        "mois": 9,
+        "prix_moyen": 844.65
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2018,
+        "mois": 11,
+        "prix_moyen": 856.84
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2018,
+        "mois": 5,
+        "prix_moyen": 823.17
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2018,
+        "mois": 8,
+        "prix_moyen": 840.0
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2018,
+        "mois": 12,
+        "prix_moyen": 861.54
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2018,
+        "mois": "moyenne",
+        "prix_moyen": 838.54
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2019,
+        "mois": 5,
+        "prix_moyen": 873.27
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2019,
+        "mois": 12,
+        "prix_moyen": 878.46
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2019,
+        "mois": 2,
+        "prix_moyen": 848.18
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2019,
+        "mois": 4,
+        "prix_moyen": 865.03
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2019,
+        "mois": 10,
+        "prix_moyen": 869.31
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2019,
+        "mois": 11,
+        "prix_moyen": 871.3
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2019,
+        "mois": 1,
+        "prix_moyen": 862.39
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2019,
+        "mois": 3,
+        "prix_moyen": 855.12
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2019,
+        "mois": 6,
+        "prix_moyen": 874.97
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2019,
+        "mois": 7,
+        "prix_moyen": 869.94
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2019,
+        "mois": 8,
+        "prix_moyen": 869.15
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2019,
+        "mois": 9,
+        "prix_moyen": 871.64
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2019,
+        "mois": "moyenne",
+        "prix_moyen": 867.52
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2020,
+        "mois": 1,
+        "prix_moyen": 882.16
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2020,
+        "mois": 3,
+        "prix_moyen": 882.95
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2020,
+        "mois": 5,
+        "prix_moyen": 869.26
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2020,
+        "mois": 7,
+        "prix_moyen": 867.32
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2020,
+        "mois": 10,
+        "prix_moyen": 866.31
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2020,
+        "mois": 6,
+        "prix_moyen": 865.06
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2020,
+        "mois": 2,
+        "prix_moyen": 890.08
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2020,
+        "mois": 4,
+        "prix_moyen": 879.69
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2020,
+        "mois": 8,
+        "prix_moyen": 864.74
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2020,
+        "mois": 9,
+        "prix_moyen": 868.04
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2020,
+        "mois": 11,
+        "prix_moyen": 867.65
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2020,
+        "mois": 12,
+        "prix_moyen": 865.85
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2020,
+        "mois": "moyenne",
+        "prix_moyen": 872.35
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2021,
+        "mois": 1,
+        "prix_moyen": 857.08
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2021,
+        "mois": 10,
+        "prix_moyen": 890.11
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2021,
+        "mois": 11,
+        "prix_moyen": 901.74
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2021,
+        "mois": 12,
+        "prix_moyen": 911.54
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2021,
+        "mois": 2,
+        "prix_moyen": 851.91
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2021,
+        "mois": 5,
+        "prix_moyen": 855.51
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2021,
+        "mois": 7,
+        "prix_moyen": 866.46
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2021,
+        "mois": 8,
+        "prix_moyen": 872.55
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2021,
+        "mois": 3,
+        "prix_moyen": 855.13
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2021,
+        "mois": 4,
+        "prix_moyen": 856.29
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2021,
+        "mois": 6,
+        "prix_moyen": 856.47
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2021,
+        "mois": 9,
+        "prix_moyen": 875.24
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2021,
+        "mois": "moyenne",
+        "prix_moyen": 870.97
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2022,
+        "mois": 1,
+        "prix_moyen": 0.93
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2022,
+        "mois": 3,
+        "prix_moyen": 0.96
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2022,
+        "mois": 4,
+        "prix_moyen": 0.85
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2022,
+        "mois": 5,
+        "prix_moyen": 0.86
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2022,
+        "mois": 6,
+        "prix_moyen": 0.85
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2022,
+        "mois": 8,
+        "prix_moyen": 0.86
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2022,
+        "mois": 10,
+        "prix_moyen": 0.76
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2022,
+        "mois": 11,
+        "prix_moyen": 0.83
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2022,
+        "mois": 2,
+        "prix_moyen": 0.93
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2022,
+        "mois": 9,
+        "prix_moyen": 0.78
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2022,
+        "mois": 12,
+        "prix_moyen": 0.91
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2022,
+        "mois": 7,
+        "prix_moyen": 0.86
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2022,
+        "mois": "moyenne",
+        "prix_moyen": 0.86
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2023,
+        "mois": 1,
+        "prix_moyen": 0.99
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2023,
+        "mois": 3,
+        "prix_moyen": 1.0
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2023,
+        "mois": 9,
+        "prix_moyen": 1.0
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2023,
+        "mois": 2,
+        "prix_moyen": 1.0
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2023,
+        "mois": 4,
+        "prix_moyen": 1.01
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2023,
+        "mois": 7,
+        "prix_moyen": 0.99
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2023,
+        "mois": 8,
+        "prix_moyen": 1.0
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2023,
+        "mois": 6,
+        "prix_moyen": 1.0
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2023,
+        "mois": 5,
+        "prix_moyen": 1.01
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2023,
+        "mois": 10,
+        "prix_moyen": 0.99
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2023,
+        "mois": 11,
+        "prix_moyen": 0.99
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2023,
+        "mois": 12,
+        "prix_moyen": 0.99
+    },
+    {
+        "region": "75",
+        "carburant": "GPLc",
+        "annee": 2023,
+        "mois": "moyenne",
+        "prix_moyen": 1.0
+    }
+]
\ No newline at end of file
diff --git a/notebook_gouv/prix_annuel_carburants_par_regions_hectolitre.csv b/notebook_gouv/prix_annuel_carburants_par_regions_hectolitre.csv
index 3627ef480a48df5cfde5403594b9ca32ad9b4571..957e6e2632e7b9968c4a8011e7b6dd6282a47126 100644
--- a/notebook_gouv/prix_annuel_carburants_par_regions_hectolitre.csv
+++ b/notebook_gouv/prix_annuel_carburants_par_regions_hectolitre.csv
@@ -14,6 +14,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 82,Gazole,2019,
 82,Gazole,2020,
 82,Gazole,2021,
+82,Gazole,2022,
+82,Gazole,2023,
 82,SP95,2007,128.49
 82,SP95,2008,137.69
 82,SP95,2009,122.92
@@ -29,10 +31,12 @@ region,carburant,annee,prix_moyen_par_hectolitre
 82,SP95,2019,
 82,SP95,2020,
 82,SP95,2021,
+82,SP95,2022,
+82,SP95,2023,
 82,GPLc,2007,73.86
 82,GPLc,2008,75.84
 82,GPLc,2009,66.28
-82,GPLc,2010,74.66
+82,GPLc,2010,74.65
 82,GPLc,2011,84.64
 82,GPLc,2012,87.82
 82,GPLc,2013,88.32
@@ -44,6 +48,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 82,GPLc,2019,
 82,GPLc,2020,
 82,GPLc,2021,
+82,GPLc,2022,
+82,GPLc,2023,
 82,E85,2007,83.04
 82,E85,2008,89.34
 82,E85,2009,95.05
@@ -59,6 +65,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 82,E85,2019,
 82,E85,2020,
 82,E85,2021,
+82,E85,2022,
+82,E85,2023,
 82,E10,2009,123.75
 82,E10,2010,135.51
 82,E10,2011,150.13
@@ -72,6 +80,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 82,E10,2019,
 82,E10,2020,
 82,E10,2021,
+82,E10,2022,
+82,E10,2023,
 82,SP98,2013,158.39
 82,SP98,2014,156.28
 82,SP98,2015,142.78
@@ -81,6 +91,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 82,SP98,2019,
 82,SP98,2020,
 82,SP98,2021,
+82,SP98,2022,
+82,SP98,2023,
 22,Gazole,2007,109.44
 22,Gazole,2008,127.2
 22,Gazole,2009,100.44
@@ -96,12 +108,14 @@ region,carburant,annee,prix_moyen_par_hectolitre
 22,Gazole,2019,
 22,Gazole,2020,
 22,Gazole,2021,
+22,Gazole,2022,
+22,Gazole,2023,
 22,SP95,2007,129.29
 22,SP95,2008,137.12
 22,SP95,2009,120.76
-22,SP95,2010,134.95
+22,SP95,2010,134.94
 22,SP95,2011,150.65
-22,SP95,2012,158.23
+22,SP95,2012,158.22
 22,SP95,2013,155.6
 22,SP95,2014,149.77
 22,SP95,2015,136.65
@@ -111,6 +125,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 22,SP95,2019,
 22,SP95,2020,
 22,SP95,2021,
+22,SP95,2022,
+22,SP95,2023,
 22,E85,2007,81.5
 22,E85,2008,83.09
 22,E85,2009,87.63
@@ -126,6 +142,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 22,E85,2019,
 22,E85,2020,
 22,E85,2021,
+22,E85,2022,
+22,E85,2023,
 22,GPLc,2007,72.8
 22,GPLc,2008,76.2
 22,GPLc,2009,65.83
@@ -141,6 +159,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 22,GPLc,2019,
 22,GPLc,2020,
 22,GPLc,2021,
+22,GPLc,2022,
+22,GPLc,2023,
 22,E10,2009,125.84
 22,E10,2010,137.15
 22,E10,2011,152.5
@@ -154,6 +174,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 22,E10,2019,
 22,E10,2020,
 22,E10,2021,
+22,E10,2022,
+22,E10,2023,
 22,SP98,2013,158.44
 22,SP98,2014,154.83
 22,SP98,2015,141.78
@@ -163,6 +185,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 22,SP98,2019,
 22,SP98,2020,
 22,SP98,2021,
+22,SP98,2022,
+22,SP98,2023,
 83,Gazole,2007,111.58
 83,Gazole,2008,129.97
 83,Gazole,2009,102.9
@@ -178,6 +202,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 83,Gazole,2019,
 83,Gazole,2020,
 83,Gazole,2021,
+83,Gazole,2022,
+83,Gazole,2023,
 83,SP95,2007,130.24
 83,SP95,2008,139.43
 83,SP95,2009,124.45
@@ -193,6 +219,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 83,SP95,2019,
 83,SP95,2020,
 83,SP95,2021,
+83,SP95,2022,
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 83,GPLc,2007,72.78
 83,GPLc,2008,75.5
 83,GPLc,2009,65.91
@@ -200,7 +228,7 @@ region,carburant,annee,prix_moyen_par_hectolitre
 83,GPLc,2011,80.9
 83,GPLc,2012,85.85
 83,GPLc,2013,86.0
-83,GPLc,2014,84.85
+83,GPLc,2014,84.84
 83,GPLc,2015,78.78
 83,GPLc,2016,
 83,GPLc,2017,
@@ -208,6 +236,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 83,GPLc,2019,
 83,GPLc,2020,
 83,GPLc,2021,
+83,GPLc,2022,
+83,GPLc,2023,
 83,E85,2007,84.0
 83,E85,2008,84.91
 83,E85,2009,92.69
@@ -223,19 +253,23 @@ region,carburant,annee,prix_moyen_par_hectolitre
 83,E85,2019,
 83,E85,2020,
 83,E85,2021,
+83,E85,2022,
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 83,E10,2009,119.75
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 83,E10,2011,150.62
 83,E10,2012,156.8
 83,E10,2013,154.59
 83,E10,2014,148.88
-83,E10,2015,136.05
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 83,E10,2017,
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 83,E10,2019,
 83,E10,2020,
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+83,E10,2022,
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 83,SP98,2013,159.97
 83,SP98,2014,156.29
 83,SP98,2015,142.57
@@ -245,6 +279,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 83,SP98,2019,
 83,SP98,2020,
 83,SP98,2021,
+83,SP98,2022,
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 93,Gazole,2007,110.48
 93,Gazole,2008,129.16
 93,Gazole,2009,101.95
@@ -260,6 +296,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 93,Gazole,2019,146.84
 93,Gazole,2020,129.56
 93,Gazole,2021,145.73
+93,Gazole,2022,188.0
+93,Gazole,2023,186.0
 93,SP95,2007,128.75
 93,SP95,2008,138.1
 93,SP95,2009,123.0
@@ -275,6 +313,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 93,SP95,2019,153.84
 93,SP95,2020,141.15
 93,SP95,2021,158.05
+93,SP95,2022,184.0
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 93,GPLc,2007,73.82
 93,GPLc,2008,76.32
 93,GPLc,2009,66.15
@@ -286,10 +326,12 @@ region,carburant,annee,prix_moyen_par_hectolitre
 93,GPLc,2015,80.5
 93,GPLc,2016,71.83
 93,GPLc,2017,75.55
-93,GPLc,2018,83.49
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 93,GPLc,2019,87.39
 93,GPLc,2020,86.6
 93,GPLc,2021,86.96
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 93,E85,2007,81.43
 93,E85,2008,86.0
 93,E85,2009,93.88
@@ -305,6 +347,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 93,E85,2019,68.15
 93,E85,2020,68.38
 93,E85,2021,70.8
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 93,E10,2009,124.39
 93,E10,2010,135.03
 93,E10,2011,149.37
@@ -318,6 +362,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 93,E10,2019,149.69
 93,E10,2020,136.32
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 93,SP98,2013,159.53
 93,SP98,2014,156.71
 93,SP98,2015,143.34
@@ -327,6 +373,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 93,SP98,2019,158.76
 93,SP98,2020,145.61
 93,SP98,2021,164.22
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 73,Gazole,2007,110.9
 73,Gazole,2008,129.03
 73,Gazole,2009,101.88
@@ -342,11 +390,13 @@ region,carburant,annee,prix_moyen_par_hectolitre
 73,Gazole,2019,
 73,Gazole,2020,
 73,Gazole,2021,
+73,Gazole,2022,
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 73,SP95,2007,129.75
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-73,SP95,2011,154.21
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 73,SP95,2012,160.89
 73,SP95,2013,158.27
 73,SP95,2014,152.31
@@ -357,6 +407,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 73,SP95,2019,
 73,SP95,2020,
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+73,SP95,2022,
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 73,GPLc,2007,72.33
 73,GPLc,2008,74.31
 73,GPLc,2009,65.6
@@ -372,6 +424,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 73,GPLc,2019,
 73,GPLc,2020,
 73,GPLc,2021,
+73,GPLc,2022,
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 73,E85,2007,82.61
 73,E85,2008,86.86
 73,E85,2009,91.28
@@ -387,6 +441,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 73,E85,2019,
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+73,E85,2022,
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 73,E10,2009,122.75
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@@ -400,6 +456,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 73,E10,2019,
 73,E10,2020,
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+73,E10,2022,
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 73,SP98,2013,160.15
 73,SP98,2014,156.44
 73,SP98,2015,142.92
@@ -409,6 +467,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 73,SP98,2019,
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+73,SP98,2022,
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 21,Gazole,2007,110.23
 21,Gazole,2008,128.17
 21,Gazole,2009,101.24
@@ -424,6 +484,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 21,Gazole,2019,
 21,Gazole,2020,
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+21,Gazole,2022,
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 21,SP95,2007,129.65
 21,SP95,2008,138.12
 21,SP95,2009,122.68
@@ -439,6 +501,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 21,SP95,2019,
 21,SP95,2020,
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+21,SP95,2022,
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 21,E85,2007,80.52
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 21,E85,2009,90.27
@@ -454,6 +518,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 21,E85,2019,
 21,E85,2020,
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+21,E85,2022,
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 21,GPLc,2007,72.75
 21,GPLc,2008,75.24
 21,GPLc,2009,65.28
@@ -469,6 +535,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 21,GPLc,2019,
 21,GPLc,2020,
 21,GPLc,2021,
+21,GPLc,2022,
+21,GPLc,2023,
 21,E10,2009,124.76
 21,E10,2010,136.15
 21,E10,2011,151.71
@@ -482,15 +550,19 @@ region,carburant,annee,prix_moyen_par_hectolitre
 21,E10,2019,
 21,E10,2020,
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+21,E10,2022,
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 21,SP98,2014,155.8
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+21,SP98,2022,
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 91,Gazole,2007,110.17
 91,Gazole,2008,128.51
 91,Gazole,2009,101.12
@@ -506,6 +578,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 91,Gazole,2019,
 91,Gazole,2020,
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+91,Gazole,2022,
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 91,SP95,2007,129.19
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@@ -521,6 +595,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 91,SP95,2019,
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+91,SP95,2022,
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 91,GPLc,2007,72.96
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 91,GPLc,2009,65.5
@@ -536,6 +612,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 91,GPLc,2019,
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+91,GPLc,2022,
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 91,E85,2007,82.88
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@@ -551,6 +629,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
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+91,E85,2022,
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 91,E10,2009,124.18
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@@ -564,6 +644,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
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+91,E10,2022,
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 91,SP98,2013,159.18
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@@ -573,13 +655,15 @@ region,carburant,annee,prix_moyen_par_hectolitre
 91,SP98,2019,
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+91,SP98,2022,
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 24,Gazole,2007,109.65
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 24,Gazole,2009,100.47
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-24,Gazole,2013,136.98
+24,Gazole,2013,136.99
 24,Gazole,2014,130.09
 24,Gazole,2015,116.03
 24,Gazole,2016,111.75
@@ -588,6 +672,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 24,Gazole,2019,145.06
 24,Gazole,2020,127.29
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 24,SP95,2007,129.37
 24,SP95,2008,137.16
 24,SP95,2009,121.66
@@ -603,6 +689,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 24,SP95,2019,151.95
 24,SP95,2020,137.25
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 24,GPLc,2007,73.52
 24,GPLc,2008,76.58
 24,GPLc,2009,67.39
@@ -618,6 +706,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 24,GPLc,2019,88.33
 24,GPLc,2020,88.45
 24,GPLc,2021,89.84
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 24,E85,2007,81.99
 24,E85,2008,84.9
 24,E85,2009,93.13
@@ -633,6 +723,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 24,E85,2019,66.04
 24,E85,2020,65.09
 24,E85,2021,67.74
+24,E85,2022,83.0
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 24,E10,2009,124.41
 24,E10,2010,137.92
 24,E10,2011,151.5
@@ -646,6 +738,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 24,E10,2019,149.34
 24,E10,2020,134.89
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 24,SP98,2013,157.74
 24,SP98,2014,154.4
 24,SP98,2015,141.13
@@ -655,6 +749,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 24,SP98,2019,157.11
 24,SP98,2020,142.22
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 25,Gazole,2007,109.39
 25,Gazole,2008,127.08
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@@ -670,6 +766,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 25,Gazole,2019,
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+25,Gazole,2022,
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 25,SP95,2007,128.87
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@@ -685,6 +783,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
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 25,GPLc,2007,73.34
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@@ -700,6 +800,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 25,GPLc,2019,
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+25,GPLc,2022,
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 25,E85,2007,82.14
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@@ -715,6 +817,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
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+25,E85,2022,
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 25,E10,2009,122.9
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@@ -728,6 +832,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 25,E10,2019,
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 25,SP98,2013,158.18
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@@ -737,6 +843,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
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+25,SP98,2022,
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 54,Gazole,2007,108.3
 54,Gazole,2008,125.6
 54,Gazole,2009,99.27
@@ -745,19 +853,21 @@ region,carburant,annee,prix_moyen_par_hectolitre
 54,Gazole,2012,138.18
 54,Gazole,2013,133.66
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-54,Gazole,2015,113.12
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@@ -767,6 +877,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
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 54,E85,2007,80.97
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@@ -782,6 +894,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
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@@ -797,6 +911,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 54,GPLc,2019,
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+54,GPLc,2022,
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 54,E10,2009,125.46
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@@ -810,6 +926,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
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@@ -819,11 +937,13 @@ region,carburant,annee,prix_moyen_par_hectolitre
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@@ -834,6 +954,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
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+74,Gazole,2022,
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 74,SP95,2007,131.49
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@@ -849,6 +971,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
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@@ -864,6 +988,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
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 74,E85,2007,85.0
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@@ -879,6 +1005,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
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 74,E10,2009,125.89
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@@ -892,6 +1020,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
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 74,SP98,2013,160.36
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@@ -901,6 +1031,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
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 94,Gazole,2007,117.03
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@@ -916,6 +1048,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 94,Gazole,2019,154.47
 94,Gazole,2020,140.28
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 94,SP95,2007,133.6
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@@ -931,6 +1065,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 94,SP95,2019,162.23
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 94,GPLc,2007,80.17
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@@ -946,6 +1082,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 94,GPLc,2019,110.35
 94,GPLc,2020,111.06
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 94,E85,2008,100.0
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 94,E85,2010,135.85
@@ -960,7 +1098,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 94,E85,2019,162.67
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 94,E10,2011,161.9
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@@ -972,6 +1111,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 94,E10,2019,165.14
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 94,SP98,2014,151.8
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 94,SP98,2016,
@@ -980,6 +1121,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 94,SP98,2019,164.0
 94,SP98,2020,147.0
 94,SP98,2021,159.33
+94,SP98,2022,150.0
+94,SP98,2023,195.0
 26,Gazole,2007,109.98
 26,Gazole,2008,128.21
 26,Gazole,2009,101.39
@@ -995,6 +1138,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 26,Gazole,2019,
 26,Gazole,2020,
 26,Gazole,2021,
+26,Gazole,2022,
+26,Gazole,2023,
 26,SP95,2007,128.64
 26,SP95,2008,137.96
 26,SP95,2009,123.13
@@ -1010,6 +1155,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 26,SP95,2019,
 26,SP95,2020,
 26,SP95,2021,
+26,SP95,2022,
+26,SP95,2023,
 26,GPLc,2007,74.8
 26,GPLc,2008,76.52
 26,GPLc,2009,67.57
@@ -1025,6 +1172,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 26,GPLc,2019,
 26,GPLc,2020,
 26,GPLc,2021,
+26,GPLc,2022,
+26,GPLc,2023,
 26,E85,2007,79.9
 26,E85,2008,81.75
 26,E85,2009,95.26
@@ -1040,6 +1189,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 26,E85,2019,
 26,E85,2020,
 26,E85,2021,
+26,E85,2022,
+26,E85,2023,
 26,E10,2009,124.11
 26,E10,2010,137.18
 26,E10,2011,153.14
@@ -1053,6 +1204,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 26,E10,2019,
 26,E10,2020,
 26,E10,2021,
+26,E10,2022,
+26,E10,2023,
 26,SP98,2013,159.2
 26,SP98,2014,155.95
 26,SP98,2015,142.56
@@ -1062,6 +1215,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 26,SP98,2019,
 26,SP98,2020,
 26,SP98,2021,
+26,SP98,2022,
+26,SP98,2023,
 53,Gazole,2007,108.94
 53,Gazole,2008,126.49
 53,Gazole,2009,99.9
@@ -1077,6 +1232,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 53,Gazole,2019,143.34
 53,Gazole,2020,125.11
 53,Gazole,2021,142.18
+53,Gazole,2022,185.0
+53,Gazole,2023,182.0
 53,SP95,2007,128.54
 53,SP95,2008,136.98
 53,SP95,2009,122.34
@@ -1092,6 +1249,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 53,SP95,2019,151.35
 53,SP95,2020,136.46
 53,SP95,2021,154.95
+53,SP95,2022,183.0
+53,SP95,2023,190.0
 53,GPLc,2007,72.53
 53,GPLc,2008,74.55
 53,GPLc,2009,64.52
@@ -1107,10 +1266,12 @@ region,carburant,annee,prix_moyen_par_hectolitre
 53,GPLc,2019,84.47
 53,GPLc,2020,81.93
 53,GPLc,2021,85.25
+53,GPLc,2022,85.0
+53,GPLc,2023,98.0
 53,E85,2007,81.94
 53,E85,2008,83.0
 53,E85,2009,95.93
-53,E85,2010,112.86
+53,E85,2010,112.85
 53,E85,2011,91.11
 53,E85,2012,92.89
 53,E85,2013,92.11
@@ -1122,6 +1283,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 53,E85,2019,71.94
 53,E85,2020,69.65
 53,E85,2021,68.55
+53,E85,2022,81.0
+53,E85,2023,107.0
 53,E10,2009,126.02
 53,E10,2010,137.75
 53,E10,2011,153.39
@@ -1135,6 +1298,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 53,E10,2019,147.37
 53,E10,2020,132.27
 53,E10,2021,151.51
+53,E10,2022,176.0
+53,E10,2023,186.0
 53,SP98,2013,158.12
 53,SP98,2014,154.89
 53,SP98,2015,141.67
@@ -1144,6 +1309,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 53,SP98,2019,155.81
 53,SP98,2020,140.64
 53,SP98,2021,159.87
+53,SP98,2022,186.0
+53,SP98,2023,194.0
 72,Gazole,2007,110.3
 72,Gazole,2008,128.05
 72,Gazole,2009,101.45
@@ -1159,6 +1326,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 72,Gazole,2019,
 72,Gazole,2020,
 72,Gazole,2021,
+72,Gazole,2022,
+72,Gazole,2023,
 72,SP95,2007,129.98
 72,SP95,2008,138.44
 72,SP95,2009,123.85
@@ -1174,6 +1343,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 72,SP95,2019,
 72,SP95,2020,
 72,SP95,2021,
+72,SP95,2022,
+72,SP95,2023,
 72,GPLc,2007,73.26
 72,GPLc,2008,75.13
 72,GPLc,2009,65.94
@@ -1189,6 +1360,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 72,GPLc,2019,
 72,GPLc,2020,
 72,GPLc,2021,
+72,GPLc,2022,
+72,GPLc,2023,
 72,E85,2007,82.81
 72,E85,2008,86.47
 72,E85,2009,98.13
@@ -1204,6 +1377,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 72,E85,2019,
 72,E85,2020,
 72,E85,2021,
+72,E85,2022,
+72,E85,2023,
 72,E10,2009,124.02
 72,E10,2010,138.97
 72,E10,2011,153.66
@@ -1217,6 +1392,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 72,E10,2019,
 72,E10,2020,
 72,E10,2021,
+72,E10,2022,
+72,E10,2023,
 72,SP98,2013,159.91
 72,SP98,2014,156.34
 72,SP98,2015,142.92
@@ -1226,6 +1403,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 72,SP98,2019,
 72,SP98,2020,
 72,SP98,2021,
+72,SP98,2022,
+72,SP98,2023,
 43,Gazole,2007,109.36
 43,Gazole,2008,127.25
 43,Gazole,2009,100.56
@@ -1241,6 +1420,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 43,Gazole,2019,
 43,Gazole,2020,
 43,Gazole,2021,
+43,Gazole,2022,
+43,Gazole,2023,
 43,SP95,2007,128.29
 43,SP95,2008,136.89
 43,SP95,2009,122.83
@@ -1256,6 +1437,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 43,SP95,2019,
 43,SP95,2020,
 43,SP95,2021,
+43,SP95,2022,
+43,SP95,2023,
 43,GPLc,2007,71.68
 43,GPLc,2008,74.68
 43,GPLc,2009,65.96
@@ -1271,6 +1454,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 43,GPLc,2019,
 43,GPLc,2020,
 43,GPLc,2021,
+43,GPLc,2022,
+43,GPLc,2023,
 43,E85,2007,83.06
 43,E85,2008,87.1
 43,E85,2009,95.62
@@ -1286,6 +1471,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 43,E85,2019,
 43,E85,2020,
 43,E85,2021,
+43,E85,2022,
+43,E85,2023,
 43,E10,2009,119.57
 43,E10,2010,131.45
 43,E10,2011,150.71
@@ -1299,6 +1486,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 43,E10,2019,
 43,E10,2020,
 43,E10,2021,
+43,E10,2022,
+43,E10,2023,
 43,SP98,2013,159.45
 43,SP98,2014,156.43
 43,SP98,2015,142.88
@@ -1308,6 +1497,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 43,SP98,2019,
 43,SP98,2020,
 43,SP98,2021,
+43,SP98,2022,
+43,SP98,2023,
 23,Gazole,2007,109.36
 23,Gazole,2008,126.99
 23,Gazole,2009,100.2
@@ -1323,6 +1514,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 23,Gazole,2019,
 23,Gazole,2020,
 23,Gazole,2021,
+23,Gazole,2022,
+23,Gazole,2023,
 23,SP95,2007,129.4
 23,SP95,2008,137.01
 23,SP95,2009,121.76
@@ -1338,6 +1531,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 23,SP95,2019,
 23,SP95,2020,
 23,SP95,2021,
+23,SP95,2022,
+23,SP95,2023,
 23,GPLc,2007,73.91
 23,GPLc,2008,76.3
 23,GPLc,2009,70.02
@@ -1353,8 +1548,10 @@ region,carburant,annee,prix_moyen_par_hectolitre
 23,GPLc,2019,
 23,GPLc,2020,
 23,GPLc,2021,
+23,GPLc,2022,
+23,GPLc,2023,
 23,E85,2007,79.89
-23,E85,2008,82.05
+23,E85,2008,82.04
 23,E85,2009,88.1
 23,E85,2010,103.2
 23,E85,2011,95.27
@@ -1368,6 +1565,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 23,E85,2019,
 23,E85,2020,
 23,E85,2021,
+23,E85,2022,
+23,E85,2023,
 23,E10,2009,121.85
 23,E10,2010,133.26
 23,E10,2011,147.63
@@ -1381,6 +1580,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 23,E10,2019,
 23,E10,2020,
 23,E10,2021,
+23,E10,2022,
+23,E10,2023,
 23,SP98,2013,158.08
 23,SP98,2014,154.77
 23,SP98,2015,141.78
@@ -1390,6 +1591,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 23,SP98,2019,
 23,SP98,2020,
 23,SP98,2021,
+23,SP98,2022,
+23,SP98,2023,
 52,Gazole,2007,109.28
 52,Gazole,2008,126.78
 52,Gazole,2009,100.62
@@ -1405,9 +1608,11 @@ region,carburant,annee,prix_moyen_par_hectolitre
 52,Gazole,2019,144.4
 52,Gazole,2020,126.31
 52,Gazole,2021,143.28
+52,Gazole,2022,185.0
+52,Gazole,2023,183.0
 52,SP95,2007,128.66
 52,SP95,2008,136.86
-52,SP95,2009,122.58
+52,SP95,2009,122.57
 52,SP95,2010,135.64
 52,SP95,2011,150.58
 52,SP95,2012,158.27
@@ -1420,6 +1625,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 52,SP95,2019,152.56
 52,SP95,2020,137.61
 52,SP95,2021,156.55
+52,SP95,2022,184.0
+52,SP95,2023,192.0
 52,GPLc,2007,71.85
 52,GPLc,2008,75.06
 52,GPLc,2009,65.21
@@ -1435,7 +1642,9 @@ region,carburant,annee,prix_moyen_par_hectolitre
 52,GPLc,2019,84.95
 52,GPLc,2020,84.43
 52,GPLc,2021,84.91
-52,E85,2007,83.05
+52,GPLc,2022,83.0
+52,GPLc,2023,98.0
+52,E85,2007,83.04
 52,E85,2008,83.97
 52,E85,2009,91.41
 52,E85,2010,116.58
@@ -1450,6 +1659,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 52,E85,2019,67.43
 52,E85,2020,64.82
 52,E85,2021,67.76
+52,E85,2022,82.0
+52,E85,2023,107.0
 52,E10,2009,124.86
 52,E10,2010,137.42
 52,E10,2011,152.05
@@ -1463,6 +1674,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 52,E10,2019,148.35
 52,E10,2020,133.41
 52,E10,2021,152.58
+52,E10,2022,177.0
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 52,SP98,2013,157.63
 52,SP98,2014,154.23
 52,SP98,2015,141.48
@@ -1472,6 +1685,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 52,SP98,2019,156.9
 52,SP98,2020,141.59
 52,SP98,2021,160.92
+52,SP98,2022,187.0
+52,SP98,2023,196.0
 31,Gazole,2007,108.98
 31,Gazole,2008,126.28
 31,Gazole,2009,99.78
@@ -1487,9 +1702,11 @@ region,carburant,annee,prix_moyen_par_hectolitre
 31,Gazole,2019,
 31,Gazole,2020,
 31,Gazole,2021,
+31,Gazole,2022,
+31,Gazole,2023,
 31,SP95,2007,128.92
 31,SP95,2008,136.66
-31,SP95,2009,120.74
+31,SP95,2009,120.75
 31,SP95,2010,135.25
 31,SP95,2011,151.33
 31,SP95,2012,158.82
@@ -1502,6 +1719,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 31,SP95,2019,
 31,SP95,2020,
 31,SP95,2021,
+31,SP95,2022,
+31,SP95,2023,
 31,GPLc,2007,73.65
 31,GPLc,2008,75.34
 31,GPLc,2009,65.76
@@ -1517,6 +1736,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 31,GPLc,2019,
 31,GPLc,2020,
 31,GPLc,2021,
+31,GPLc,2022,
+31,GPLc,2023,
 31,E85,2007,82.06
 31,E85,2008,84.07
 31,E85,2009,91.43
@@ -1532,6 +1753,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 31,E85,2019,
 31,E85,2020,
 31,E85,2021,
+31,E85,2022,
+31,E85,2023,
 31,E10,2009,126.46
 31,E10,2010,136.37
 31,E10,2011,151.83
@@ -1545,6 +1768,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 31,E10,2019,
 31,E10,2020,
 31,E10,2021,
+31,E10,2022,
+31,E10,2023,
 31,SP98,2013,158.75
 31,SP98,2014,154.96
 31,SP98,2015,141.6
@@ -1554,11 +1779,13 @@ region,carburant,annee,prix_moyen_par_hectolitre
 31,SP98,2019,
 31,SP98,2020,
 31,SP98,2021,
+31,SP98,2022,
+31,SP98,2023,
 41,Gazole,2007,110.31
 41,Gazole,2008,128.21
 41,Gazole,2009,101.65
 41,Gazole,2010,116.37
-41,Gazole,2011,136.34
+41,Gazole,2011,136.33
 41,Gazole,2012,142.63
 41,Gazole,2013,138.07
 41,Gazole,2014,131.24
@@ -1569,6 +1796,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 41,Gazole,2019,
 41,Gazole,2020,
 41,Gazole,2021,
+41,Gazole,2022,
+41,Gazole,2023,
 41,SP95,2007,129.82
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 41,SP95,2009,122.82
@@ -1584,6 +1813,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 41,SP95,2019,
 41,SP95,2020,
 41,SP95,2021,
+41,SP95,2022,
+41,SP95,2023,
 41,GPLc,2007,70.43
 41,GPLc,2008,73.3
 41,GPLc,2009,65.13
@@ -1599,10 +1830,12 @@ region,carburant,annee,prix_moyen_par_hectolitre
 41,GPLc,2019,
 41,GPLc,2020,
 41,GPLc,2021,
+41,GPLc,2022,
+41,GPLc,2023,
 41,E85,2007,84.46
 41,E85,2008,89.15
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-41,E85,2010,101.29
+41,E85,2010,101.28
 41,E85,2011,94.72
 41,E85,2012,90.9
 41,E85,2013,92.33
@@ -1614,19 +1847,23 @@ region,carburant,annee,prix_moyen_par_hectolitre
 41,E85,2019,
 41,E85,2020,
 41,E85,2021,
+41,E85,2022,
+41,E85,2023,
 41,E10,2009,124.0
-41,E10,2010,134.54
+41,E10,2010,134.53
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 41,E10,2013,154.6
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-41,E10,2015,136.05
+41,E10,2015,136.04
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 41,E10,2021,
+41,E10,2022,
+41,E10,2023,
 41,SP98,2013,159.08
 41,SP98,2014,155.8
 41,SP98,2015,142.5
@@ -1636,6 +1873,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 41,SP98,2019,
 41,SP98,2020,
 41,SP98,2021,
+41,SP98,2022,
+41,SP98,2023,
 42,Gazole,2007,110.34
 42,Gazole,2008,128.54
 42,Gazole,2009,101.56
@@ -1651,6 +1890,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 42,Gazole,2019,
 42,Gazole,2020,
 42,Gazole,2021,
+42,Gazole,2022,
+42,Gazole,2023,
 42,SP95,2007,128.75
 42,SP95,2008,137.51
 42,SP95,2009,122.91
@@ -1666,6 +1907,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 42,SP95,2019,
 42,SP95,2020,
 42,SP95,2021,
+42,SP95,2022,
+42,SP95,2023,
 42,GPLc,2007,72.03
 42,GPLc,2008,74.5
 42,GPLc,2009,65.73
@@ -1681,6 +1924,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 42,GPLc,2019,
 42,GPLc,2020,
 42,GPLc,2021,
+42,GPLc,2022,
+42,GPLc,2023,
 42,E85,2007,83.24
 42,E85,2008,85.76
 42,E85,2009,91.13
@@ -1696,6 +1941,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 42,E85,2019,
 42,E85,2020,
 42,E85,2021,
+42,E85,2022,
+42,E85,2023,
 42,E10,2009,121.92
 42,E10,2010,136.58
 42,E10,2011,153.5
@@ -1709,6 +1956,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 42,E10,2019,
 42,E10,2020,
 42,E10,2021,
+42,E10,2022,
+42,E10,2023,
 42,SP98,2013,159.21
 42,SP98,2014,155.66
 42,SP98,2015,142.84
@@ -1718,6 +1967,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 42,SP98,2019,
 42,SP98,2020,
 42,SP98,2021,
+42,SP98,2022,
+42,SP98,2023,
 02,Gazole,2007,108.88
 02,Gazole,2008,127.06
 02,Gazole,2009,100.37
@@ -1733,6 +1984,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 02,Gazole,2019,
 02,Gazole,2020,
 02,Gazole,2021,
+02,Gazole,2022,
+02,Gazole,2023,
 02,SP95,2007,129.5
 02,SP95,2008,138.44
 02,SP95,2009,120.08
@@ -1748,6 +2001,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 02,SP95,2019,
 02,SP95,2020,
 02,SP95,2021,
+02,SP95,2022,
+02,SP95,2023,
 02,E10,2009,124.06
 02,E10,2010,136.68
 02,E10,2011,153.24
@@ -1761,8 +2016,10 @@ region,carburant,annee,prix_moyen_par_hectolitre
 02,E10,2019,
 02,E10,2020,
 02,E10,2021,
+02,E10,2022,
+02,E10,2023,
 02,SP98,2013,166.63
-02,SP98,2014,160.86
+02,SP98,2014,160.85
 02,SP98,2015,
 02,SP98,2016,
 02,SP98,2017,
@@ -1770,6 +2027,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 02,SP98,2019,
 02,SP98,2020,
 02,SP98,2021,
+02,SP98,2022,
+02,SP98,2023,
 11,Gazole,2007,111.29
 11,Gazole,2008,128.72
 11,Gazole,2009,101.97
@@ -1785,6 +2044,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 11,Gazole,2019,150.24
 11,Gazole,2020,132.67
 11,Gazole,2021,149.88
+11,Gazole,2022,192.0
+11,Gazole,2023,191.0
 11,SP95,2007,130.14
 11,SP95,2008,137.52
 11,SP95,2009,120.85
@@ -1800,6 +2061,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 11,SP95,2019,154.56
 11,SP95,2020,139.26
 11,SP95,2021,157.94
+11,SP95,2022,187.0
+11,SP95,2023,196.0
 11,GPLc,2007,74.74
 11,GPLc,2008,76.21
 11,GPLc,2009,66.75
@@ -1815,6 +2078,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 11,GPLc,2019,87.44
 11,GPLc,2020,87.22
 11,GPLc,2021,87.8
+11,GPLc,2022,87.0
+11,GPLc,2023,101.0
 11,E85,2007,81.29
 11,E85,2008,87.18
 11,E85,2009,93.49
@@ -1830,6 +2095,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 11,E85,2019,72.63
 11,E85,2020,72.73
 11,E85,2021,73.07
+11,E85,2022,82.0
+11,E85,2023,110.0
 11,E10,2009,125.98
 11,E10,2010,136.77
 11,E10,2011,151.29
@@ -1843,6 +2110,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 11,E10,2019,153.24
 11,E10,2020,138.87
 11,E10,2021,158.44
+11,E10,2022,183.0
+11,E10,2023,195.0
 11,SP98,2013,159.64
 11,SP98,2014,155.77
 11,SP98,2015,143.0
@@ -1852,17 +2121,21 @@ region,carburant,annee,prix_moyen_par_hectolitre
 11,SP98,2019,161.28
 11,SP98,2020,147.38
 11,SP98,2021,167.48
+11,SP98,2022,194.0
+11,SP98,2023,203.0
 04,Gazole,2011,145.25
 04,Gazole,2012,151.12
 04,Gazole,2013,148.01
 04,Gazole,2014,139.17
-04,Gazole,2015,120.65
+04,Gazole,2015,120.64
 04,Gazole,2016,113.2
 04,Gazole,2017,133.41
 04,Gazole,2018,
 04,Gazole,2019,
 04,Gazole,2020,
 04,Gazole,2021,
+04,Gazole,2022,
+04,Gazole,2023,
 04,SP95,2011,160.38
 04,SP95,2012,166.04
 04,SP95,2013,
@@ -1874,6 +2147,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 04,SP95,2019,
 04,SP95,2020,
 04,SP95,2021,
+04,SP95,2022,
+04,SP95,2023,
 04,GPLc,2011,89.16
 04,GPLc,2012,95.33
 04,GPLc,2013,95.17
@@ -1885,6 +2160,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 04,GPLc,2019,
 04,GPLc,2020,
 04,GPLc,2021,
+04,GPLc,2022,
+04,GPLc,2023,
 04,E10,2012,167.32
 04,E10,2013,163.98
 04,E10,2014,156.67
@@ -1895,6 +2172,8 @@ region,carburant,annee,prix_moyen_par_hectolitre
 04,E10,2019,
 04,E10,2020,
 04,E10,2021,
+04,E10,2022,
+04,E10,2023,
 04,SP98,2013,168.11
 04,SP98,2014,167.19
 04,SP98,2015,
@@ -1904,255 +2183,341 @@ region,carburant,annee,prix_moyen_par_hectolitre
 04,SP98,2019,
 04,SP98,2020,
 04,SP98,2021,
+04,SP98,2022,
+04,SP98,2023,
 84,Gazole,2016,113.38
 84,Gazole,2017,125.87
 84,Gazole,2018,146.3
 84,Gazole,2019,146.35
 84,Gazole,2020,128.77
 84,Gazole,2021,145.6
+84,Gazole,2022,188.0
+84,Gazole,2023,186.0
 84,SP95,2016,133.31
 84,SP95,2017,140.76
 84,SP95,2018,153.27
 84,SP95,2019,153.25
 84,SP95,2020,139.27
 84,SP95,2021,157.66
+84,SP95,2022,183.0
+84,SP95,2023,193.0
 84,SP98,2016,137.88
 84,SP98,2017,145.67
 84,SP98,2018,158.52
 84,SP98,2019,157.91
 84,SP98,2020,144.49
 84,SP98,2021,163.32
+84,SP98,2022,188.0
+84,SP98,2023,199.0
 84,GPLc,2016,72.54
 84,GPLc,2017,77.1
 84,GPLc,2018,85.18
 84,GPLc,2019,88.5
 84,GPLc,2020,86.96
 84,GPLc,2021,87.74
+84,GPLc,2022,89.0
+84,GPLc,2023,102.0
 84,E10,2016,130.23
 84,E10,2017,136.99
 84,E10,2018,149.57
 84,E10,2019,149.35
 84,E10,2020,136.05
 84,E10,2021,154.55
+84,E10,2022,177.0
+84,E10,2023,191.0
 84,E85,2016,81.46
 84,E85,2017,74.13
 84,E85,2018,71.64
 84,E85,2019,71.26
 84,E85,2020,71.0
 84,E85,2021,71.5
+84,E85,2022,84.0
+84,E85,2023,112.0
 27,Gazole,2016,112.75
 27,Gazole,2017,125.46
 27,Gazole,2018,146.26
 27,Gazole,2019,146.52
 27,Gazole,2020,128.92
 27,Gazole,2021,145.55
+27,Gazole,2022,189.0
+27,Gazole,2023,186.0
 27,SP95,2016,132.76
 27,SP95,2017,140.08
 27,SP95,2018,153.28
 27,SP95,2019,152.93
 27,SP95,2020,139.17
 27,SP95,2021,157.83
+27,SP95,2022,186.0
+27,SP95,2023,194.0
 27,E10,2016,130.09
 27,E10,2017,136.77
 27,E10,2018,149.88
 27,E10,2019,149.89
 27,E10,2020,135.9
 27,E10,2021,154.58
+27,E10,2022,178.0
+27,E10,2023,190.0
 27,SP98,2016,137.28
 27,SP98,2017,145.15
 27,SP98,2018,158.45
 27,SP98,2019,157.96
 27,SP98,2020,144.58
 27,SP98,2021,163.06
+27,SP98,2022,190.0
+27,SP98,2023,199.0
 27,GPLc,2016,72.89
 27,GPLc,2017,77.04
 27,GPLc,2018,88.81
 27,GPLc,2019,89.37
 27,GPLc,2020,89.86
 27,GPLc,2021,90.13
+27,GPLc,2022,89.0
+27,GPLc,2023,103.0
 27,E85,2016,86.4
 27,E85,2017,71.16
 27,E85,2018,74.5
 27,E85,2019,70.37
 27,E85,2020,69.63
 27,E85,2021,69.74
+27,E85,2022,83.0
+27,E85,2023,110.0
 32,Gazole,2016,111.21
 32,Gazole,2017,123.61
-32,Gazole,2018,144.27
+32,Gazole,2018,144.26
 32,Gazole,2019,144.65
 32,Gazole,2020,126.8
 32,Gazole,2021,143.3
+32,Gazole,2022,186.0
+32,Gazole,2023,184.0
 32,SP95,2016,131.43
 32,SP95,2017,138.61
 32,SP95,2018,151.61
 32,SP95,2019,151.95
 32,SP95,2020,136.81
 32,SP95,2021,155.51
+32,SP95,2022,184.0
+32,SP95,2023,192.0
 32,SP98,2016,136.3
 32,SP98,2017,143.79
 32,SP98,2018,156.72
 32,SP98,2019,156.6
 32,SP98,2020,141.68
 32,SP98,2021,160.94
+32,SP98,2022,188.0
+32,SP98,2023,196.0
 32,E10,2016,129.57
 32,E10,2017,136.39
 32,E10,2018,149.19
 32,E10,2019,149.24
 32,E10,2020,134.89
 32,E10,2021,153.36
+32,E10,2022,178.0
+32,E10,2023,189.0
 32,E85,2016,73.88
 32,E85,2017,63.51
 32,E85,2018,64.96
 32,E85,2019,63.75
 32,E85,2020,63.89
 32,E85,2021,67.23
+32,E85,2022,82.0
+32,E85,2023,107.0
 32,GPLc,2016,70.68
 32,GPLc,2017,74.53
 32,GPLc,2018,82.9
 32,GPLc,2019,85.03
 32,GPLc,2020,84.14
 32,GPLc,2021,85.44
+32,GPLc,2022,86.0
+32,GPLc,2023,102.0
 44,Gazole,2016,112.36
 44,Gazole,2017,125.03
 44,Gazole,2018,145.76
 44,Gazole,2019,146.08
 44,Gazole,2020,128.16
 44,Gazole,2021,144.79
+44,Gazole,2022,189.0
+44,Gazole,2023,185.0
 44,SP95,2016,132.23
 44,SP95,2017,139.64
 44,SP95,2018,152.28
 44,SP95,2019,152.84
 44,SP95,2020,137.81
 44,SP95,2021,157.24
+44,SP95,2022,185.0
+44,SP95,2023,192.0
 44,E85,2016,75.86
 44,E85,2017,70.2
 44,E85,2018,72.59
 44,E85,2019,69.99
 44,E85,2020,69.85
 44,E85,2021,70.11
+44,E85,2022,81.0
+44,E85,2023,109.0
 44,SP98,2016,136.87
 44,SP98,2017,144.88
 44,SP98,2018,157.69
 44,SP98,2019,157.67
 44,SP98,2020,142.81
 44,SP98,2021,162.08
+44,SP98,2022,189.0
+44,SP98,2023,197.0
 44,E10,2016,129.31
 44,E10,2017,136.26
 44,E10,2018,149.02
 44,E10,2019,149.24
 44,E10,2020,134.78
 44,E10,2021,153.7
+44,E10,2022,178.0
+44,E10,2023,189.0
 44,GPLc,2016,70.41
-44,GPLc,2017,73.7
+44,GPLc,2017,73.69
 44,GPLc,2018,82.6
 44,GPLc,2019,85.84
 44,GPLc,2020,86.16
 44,GPLc,2021,87.12
+44,GPLc,2022,87.0
+44,GPLc,2023,102.0
 76,Gazole,2016,112.8
 76,Gazole,2017,125.18
 76,Gazole,2018,145.53
 76,Gazole,2019,145.72
 76,Gazole,2020,127.93
 76,Gazole,2021,144.79
+76,Gazole,2022,187.0
+76,Gazole,2023,185.0
 76,GPLc,2016,72.5
 76,GPLc,2017,75.77
 76,GPLc,2018,84.03
 76,GPLc,2019,86.73
 76,GPLc,2020,87.29
 76,GPLc,2021,88.64
+76,GPLc,2022,89.0
+76,GPLc,2023,103.0
 76,E10,2016,129.44
 76,E10,2017,136.44
 76,E10,2018,148.71
 76,E10,2019,148.55
 76,E10,2020,135.1
 76,E10,2021,153.72
+76,E10,2022,177.0
+76,E10,2023,189.0
 76,SP98,2016,137.45
 76,SP98,2017,145.18
-76,SP98,2018,157.61
+76,SP98,2018,157.6
 76,SP98,2019,157.04
 76,SP98,2020,143.24
 76,SP98,2021,162.09
+76,SP98,2022,187.0
+76,SP98,2023,197.0
 76,SP95,2016,133.36
 76,SP95,2017,140.78
 76,SP95,2018,153.45
 76,SP95,2019,153.0
 76,SP95,2020,139.65
 76,SP95,2021,157.84
+76,SP95,2022,184.0
+76,SP95,2023,194.0
 76,E85,2016,77.36
 76,E85,2017,72.63
 76,E85,2018,71.41
 76,E85,2019,69.83
 76,E85,2020,67.83
 76,E85,2021,69.82
+76,E85,2022,83.0
+76,E85,2023,110.0
 28,Gazole,2016,111.7
 28,Gazole,2017,123.86
 28,Gazole,2018,144.43
 28,Gazole,2019,144.85
 28,Gazole,2020,126.89
 28,Gazole,2021,143.65
+28,Gazole,2022,186.0
+28,Gazole,2023,184.0
 28,GPLc,2016,73.27
 28,GPLc,2017,76.0
 28,GPLc,2018,84.05
 28,GPLc,2019,87.32
 28,GPLc,2020,86.77
 28,GPLc,2021,87.49
+28,GPLc,2022,86.0
+28,GPLc,2023,99.0
 28,E10,2016,129.2
 28,E10,2017,136.05
 28,E10,2018,149.27
 28,E10,2019,149.65
 28,E10,2020,134.84
 28,E10,2021,153.36
+28,E10,2022,178.0
+28,E10,2023,189.0
 28,SP98,2016,136.7
 28,SP98,2017,144.3
 28,SP98,2018,157.46
 28,SP98,2019,157.4
 28,SP98,2020,142.34
 28,SP98,2021,161.37
+28,SP98,2022,188.0
+28,SP98,2023,196.0
 28,SP95,2016,131.92
 28,SP95,2017,138.93
 28,SP95,2018,151.95
 28,SP95,2019,152.31
 28,SP95,2020,137.01
 28,SP95,2021,156.16
+28,SP95,2022,185.0
+28,SP95,2023,192.0
 28,E85,2016,80.39
 28,E85,2017,67.54
 28,E85,2018,67.1
 28,E85,2019,68.13
 28,E85,2020,64.65
 28,E85,2021,66.67
+28,E85,2022,82.0
+28,E85,2023,108.0
 75,Gazole,2016,112.03
 75,Gazole,2017,124.91
 75,Gazole,2018,145.05
 75,Gazole,2019,145.5
 75,Gazole,2020,127.67
 75,Gazole,2021,144.09
+75,Gazole,2022,187.0
+75,Gazole,2023,184.0
 75,SP95,2016,133.0
 75,SP95,2017,140.46
 75,SP95,2018,153.04
 75,SP95,2019,153.11
 75,SP95,2020,138.7
 75,SP95,2021,156.85
+75,SP95,2022,184.0
+75,SP95,2023,192.0
 75,E85,2016,78.29
 75,E85,2017,68.83
 75,E85,2018,68.18
 75,E85,2019,71.63
 75,E85,2020,68.16
 75,E85,2021,69.14
+75,E85,2022,82.0
+75,E85,2023,107.0
 75,SP98,2016,136.85
 75,SP98,2017,144.89
 75,SP98,2018,157.69
 75,SP98,2019,157.96
 75,SP98,2020,142.62
 75,SP98,2021,161.74
+75,SP98,2022,189.0
+75,SP98,2023,196.0
 75,E10,2016,128.87
 75,E10,2017,136.34
 75,E10,2018,148.92
 75,E10,2019,149.55
 75,E10,2020,134.62
 75,E10,2021,153.48
+75,E10,2022,179.0
+75,E10,2023,188.0
 75,GPLc,2016,70.9
 75,GPLc,2017,75.21
 75,GPLc,2018,83.85
 75,GPLc,2019,86.75
 75,GPLc,2020,87.24
 75,GPLc,2021,87.1
+75,GPLc,2022,86.0
+75,GPLc,2023,100.0
diff --git a/notebook_gouv/prix_annuel_carburants_par_regions_litre.csv b/notebook_gouv/prix_annuel_carburants_par_regions_litre.csv
index 7eeaaf7833e8adf68fe51993e8998c43bf4a3f64..93df2b0728de0b896c146eebb9701db0bb732de2 100644
--- a/notebook_gouv/prix_annuel_carburants_par_regions_litre.csv
+++ b/notebook_gouv/prix_annuel_carburants_par_regions_litre.csv
@@ -14,6 +14,8 @@ region,carburant,annee,prix_moyen_par_litre
 82,Gazole,2019,
 82,Gazole,2020,
 82,Gazole,2021,
+82,Gazole,2022,
+82,Gazole,2023,
 82,SP95,2007,1.28
 82,SP95,2008,1.38
 82,SP95,2009,1.23
@@ -29,6 +31,8 @@ region,carburant,annee,prix_moyen_par_litre
 82,SP95,2019,
 82,SP95,2020,
 82,SP95,2021,
+82,SP95,2022,
+82,SP95,2023,
 82,GPLc,2007,0.74
 82,GPLc,2008,0.76
 82,GPLc,2009,0.66
@@ -44,6 +48,8 @@ region,carburant,annee,prix_moyen_par_litre
 82,GPLc,2019,
 82,GPLc,2020,
 82,GPLc,2021,
+82,GPLc,2022,
+82,GPLc,2023,
 82,E85,2007,0.83
 82,E85,2008,0.89
 82,E85,2009,0.95
@@ -59,6 +65,8 @@ region,carburant,annee,prix_moyen_par_litre
 82,E85,2019,
 82,E85,2020,
 82,E85,2021,
+82,E85,2022,
+82,E85,2023,
 82,E10,2009,1.24
 82,E10,2010,1.36
 82,E10,2011,1.5
@@ -72,6 +80,8 @@ region,carburant,annee,prix_moyen_par_litre
 82,E10,2019,
 82,E10,2020,
 82,E10,2021,
+82,E10,2022,
+82,E10,2023,
 82,SP98,2013,1.58
 82,SP98,2014,1.56
 82,SP98,2015,1.43
@@ -81,6 +91,8 @@ region,carburant,annee,prix_moyen_par_litre
 82,SP98,2019,
 82,SP98,2020,
 82,SP98,2021,
+82,SP98,2022,
+82,SP98,2023,
 22,Gazole,2007,1.09
 22,Gazole,2008,1.27
 22,Gazole,2009,1.0
@@ -96,6 +108,8 @@ region,carburant,annee,prix_moyen_par_litre
 22,Gazole,2019,
 22,Gazole,2020,
 22,Gazole,2021,
+22,Gazole,2022,
+22,Gazole,2023,
 22,SP95,2007,1.29
 22,SP95,2008,1.37
 22,SP95,2009,1.21
@@ -111,6 +125,8 @@ region,carburant,annee,prix_moyen_par_litre
 22,SP95,2019,
 22,SP95,2020,
 22,SP95,2021,
+22,SP95,2022,
+22,SP95,2023,
 22,E85,2007,0.81
 22,E85,2008,0.83
 22,E85,2009,0.88
@@ -126,6 +142,8 @@ region,carburant,annee,prix_moyen_par_litre
 22,E85,2019,
 22,E85,2020,
 22,E85,2021,
+22,E85,2022,
+22,E85,2023,
 22,GPLc,2007,0.73
 22,GPLc,2008,0.76
 22,GPLc,2009,0.66
@@ -141,6 +159,8 @@ region,carburant,annee,prix_moyen_par_litre
 22,GPLc,2019,
 22,GPLc,2020,
 22,GPLc,2021,
+22,GPLc,2022,
+22,GPLc,2023,
 22,E10,2009,1.26
 22,E10,2010,1.37
 22,E10,2011,1.52
@@ -154,6 +174,8 @@ region,carburant,annee,prix_moyen_par_litre
 22,E10,2019,
 22,E10,2020,
 22,E10,2021,
+22,E10,2022,
+22,E10,2023,
 22,SP98,2013,1.58
 22,SP98,2014,1.55
 22,SP98,2015,1.42
@@ -163,6 +185,8 @@ region,carburant,annee,prix_moyen_par_litre
 22,SP98,2019,
 22,SP98,2020,
 22,SP98,2021,
+22,SP98,2022,
+22,SP98,2023,
 83,Gazole,2007,1.12
 83,Gazole,2008,1.3
 83,Gazole,2009,1.03
@@ -178,6 +202,8 @@ region,carburant,annee,prix_moyen_par_litre
 83,Gazole,2019,
 83,Gazole,2020,
 83,Gazole,2021,
+83,Gazole,2022,
+83,Gazole,2023,
 83,SP95,2007,1.3
 83,SP95,2008,1.39
 83,SP95,2009,1.24
@@ -193,6 +219,8 @@ region,carburant,annee,prix_moyen_par_litre
 83,SP95,2019,
 83,SP95,2020,
 83,SP95,2021,
+83,SP95,2022,
+83,SP95,2023,
 83,GPLc,2007,0.73
 83,GPLc,2008,0.75
 83,GPLc,2009,0.66
@@ -208,6 +236,8 @@ region,carburant,annee,prix_moyen_par_litre
 83,GPLc,2019,
 83,GPLc,2020,
 83,GPLc,2021,
+83,GPLc,2022,
+83,GPLc,2023,
 83,E85,2007,0.84
 83,E85,2008,0.85
 83,E85,2009,0.93
@@ -223,6 +253,8 @@ region,carburant,annee,prix_moyen_par_litre
 83,E85,2019,
 83,E85,2020,
 83,E85,2021,
+83,E85,2022,
+83,E85,2023,
 83,E10,2009,1.2
 83,E10,2010,1.35
 83,E10,2011,1.51
@@ -236,6 +268,8 @@ region,carburant,annee,prix_moyen_par_litre
 83,E10,2019,
 83,E10,2020,
 83,E10,2021,
+83,E10,2022,
+83,E10,2023,
 83,SP98,2013,1.6
 83,SP98,2014,1.56
 83,SP98,2015,1.43
@@ -245,6 +279,8 @@ region,carburant,annee,prix_moyen_par_litre
 83,SP98,2019,
 83,SP98,2020,
 83,SP98,2021,
+83,SP98,2022,
+83,SP98,2023,
 93,Gazole,2007,1.1
 93,Gazole,2008,1.29
 93,Gazole,2009,1.02
@@ -260,6 +296,8 @@ region,carburant,annee,prix_moyen_par_litre
 93,Gazole,2019,1.47
 93,Gazole,2020,1.3
 93,Gazole,2021,1.46
+93,Gazole,2022,1.88
+93,Gazole,2023,1.86
 93,SP95,2007,1.29
 93,SP95,2008,1.38
 93,SP95,2009,1.23
@@ -275,6 +313,8 @@ region,carburant,annee,prix_moyen_par_litre
 93,SP95,2019,1.54
 93,SP95,2020,1.41
 93,SP95,2021,1.58
+93,SP95,2022,1.84
+93,SP95,2023,1.94
 93,GPLc,2007,0.74
 93,GPLc,2008,0.76
 93,GPLc,2009,0.66
@@ -290,6 +330,8 @@ region,carburant,annee,prix_moyen_par_litre
 93,GPLc,2019,0.87
 93,GPLc,2020,0.87
 93,GPLc,2021,0.87
+93,GPLc,2022,0.86
+93,GPLc,2023,1.0
 93,E85,2007,0.81
 93,E85,2008,0.86
 93,E85,2009,0.94
@@ -305,6 +347,8 @@ region,carburant,annee,prix_moyen_par_litre
 93,E85,2019,0.68
 93,E85,2020,0.68
 93,E85,2021,0.71
+93,E85,2022,0.82
+93,E85,2023,1.1
 93,E10,2009,1.24
 93,E10,2010,1.35
 93,E10,2011,1.49
@@ -318,6 +362,8 @@ region,carburant,annee,prix_moyen_par_litre
 93,E10,2019,1.5
 93,E10,2020,1.36
 93,E10,2021,1.55
+93,E10,2022,1.78
+93,E10,2023,1.91
 93,SP98,2013,1.6
 93,SP98,2014,1.57
 93,SP98,2015,1.43
@@ -327,6 +373,8 @@ region,carburant,annee,prix_moyen_par_litre
 93,SP98,2019,1.59
 93,SP98,2020,1.46
 93,SP98,2021,1.64
+93,SP98,2022,1.88
+93,SP98,2023,1.99
 73,Gazole,2007,1.11
 73,Gazole,2008,1.29
 73,Gazole,2009,1.02
@@ -342,6 +390,8 @@ region,carburant,annee,prix_moyen_par_litre
 73,Gazole,2019,
 73,Gazole,2020,
 73,Gazole,2021,
+73,Gazole,2022,
+73,Gazole,2023,
 73,SP95,2007,1.3
 73,SP95,2008,1.39
 73,SP95,2009,1.24
@@ -357,6 +407,8 @@ region,carburant,annee,prix_moyen_par_litre
 73,SP95,2019,
 73,SP95,2020,
 73,SP95,2021,
+73,SP95,2022,
+73,SP95,2023,
 73,GPLc,2007,0.72
 73,GPLc,2008,0.74
 73,GPLc,2009,0.66
@@ -372,6 +424,8 @@ region,carburant,annee,prix_moyen_par_litre
 73,GPLc,2019,
 73,GPLc,2020,
 73,GPLc,2021,
+73,GPLc,2022,
+73,GPLc,2023,
 73,E85,2007,0.83
 73,E85,2008,0.87
 73,E85,2009,0.91
@@ -387,6 +441,8 @@ region,carburant,annee,prix_moyen_par_litre
 73,E85,2019,
 73,E85,2020,
 73,E85,2021,
+73,E85,2022,
+73,E85,2023,
 73,E10,2009,1.23
 73,E10,2010,1.34
 73,E10,2011,1.52
@@ -400,6 +456,8 @@ region,carburant,annee,prix_moyen_par_litre
 73,E10,2019,
 73,E10,2020,
 73,E10,2021,
+73,E10,2022,
+73,E10,2023,
 73,SP98,2013,1.6
 73,SP98,2014,1.56
 73,SP98,2015,1.43
@@ -409,6 +467,8 @@ region,carburant,annee,prix_moyen_par_litre
 73,SP98,2019,
 73,SP98,2020,
 73,SP98,2021,
+73,SP98,2022,
+73,SP98,2023,
 21,Gazole,2007,1.1
 21,Gazole,2008,1.28
 21,Gazole,2009,1.01
@@ -424,6 +484,8 @@ region,carburant,annee,prix_moyen_par_litre
 21,Gazole,2019,
 21,Gazole,2020,
 21,Gazole,2021,
+21,Gazole,2022,
+21,Gazole,2023,
 21,SP95,2007,1.3
 21,SP95,2008,1.38
 21,SP95,2009,1.23
@@ -439,6 +501,8 @@ region,carburant,annee,prix_moyen_par_litre
 21,SP95,2019,
 21,SP95,2020,
 21,SP95,2021,
+21,SP95,2022,
+21,SP95,2023,
 21,E85,2007,0.81
 21,E85,2008,0.83
 21,E85,2009,0.9
@@ -454,6 +518,8 @@ region,carburant,annee,prix_moyen_par_litre
 21,E85,2019,
 21,E85,2020,
 21,E85,2021,
+21,E85,2022,
+21,E85,2023,
 21,GPLc,2007,0.73
 21,GPLc,2008,0.75
 21,GPLc,2009,0.65
@@ -469,6 +535,8 @@ region,carburant,annee,prix_moyen_par_litre
 21,GPLc,2019,
 21,GPLc,2020,
 21,GPLc,2021,
+21,GPLc,2022,
+21,GPLc,2023,
 21,E10,2009,1.25
 21,E10,2010,1.36
 21,E10,2011,1.52
@@ -482,6 +550,8 @@ region,carburant,annee,prix_moyen_par_litre
 21,E10,2019,
 21,E10,2020,
 21,E10,2021,
+21,E10,2022,
+21,E10,2023,
 21,SP98,2013,1.59
 21,SP98,2014,1.56
 21,SP98,2015,1.42
@@ -491,6 +561,8 @@ region,carburant,annee,prix_moyen_par_litre
 21,SP98,2019,
 21,SP98,2020,
 21,SP98,2021,
+21,SP98,2022,
+21,SP98,2023,
 91,Gazole,2007,1.1
 91,Gazole,2008,1.29
 91,Gazole,2009,1.01
@@ -506,6 +578,8 @@ region,carburant,annee,prix_moyen_par_litre
 91,Gazole,2019,
 91,Gazole,2020,
 91,Gazole,2021,
+91,Gazole,2022,
+91,Gazole,2023,
 91,SP95,2007,1.29
 91,SP95,2008,1.38
 91,SP95,2009,1.23
@@ -521,6 +595,8 @@ region,carburant,annee,prix_moyen_par_litre
 91,SP95,2019,
 91,SP95,2020,
 91,SP95,2021,
+91,SP95,2022,
+91,SP95,2023,
 91,GPLc,2007,0.73
 91,GPLc,2008,0.75
 91,GPLc,2009,0.65
@@ -536,6 +612,8 @@ region,carburant,annee,prix_moyen_par_litre
 91,GPLc,2019,
 91,GPLc,2020,
 91,GPLc,2021,
+91,GPLc,2022,
+91,GPLc,2023,
 91,E85,2007,0.83
 91,E85,2008,0.87
 91,E85,2009,0.95
@@ -551,6 +629,8 @@ region,carburant,annee,prix_moyen_par_litre
 91,E85,2019,
 91,E85,2020,
 91,E85,2021,
+91,E85,2022,
+91,E85,2023,
 91,E10,2009,1.24
 91,E10,2010,1.35
 91,E10,2011,1.49
@@ -564,6 +644,8 @@ region,carburant,annee,prix_moyen_par_litre
 91,E10,2019,
 91,E10,2020,
 91,E10,2021,
+91,E10,2022,
+91,E10,2023,
 91,SP98,2013,1.59
 91,SP98,2014,1.56
 91,SP98,2015,1.43
@@ -573,6 +655,8 @@ region,carburant,annee,prix_moyen_par_litre
 91,SP98,2019,
 91,SP98,2020,
 91,SP98,2021,
+91,SP98,2022,
+91,SP98,2023,
 24,Gazole,2007,1.1
 24,Gazole,2008,1.27
 24,Gazole,2009,1.0
@@ -588,6 +672,8 @@ region,carburant,annee,prix_moyen_par_litre
 24,Gazole,2019,1.45
 24,Gazole,2020,1.27
 24,Gazole,2021,1.44
+24,Gazole,2022,1.87
+24,Gazole,2023,1.85
 24,SP95,2007,1.29
 24,SP95,2008,1.37
 24,SP95,2009,1.22
@@ -603,6 +689,8 @@ region,carburant,annee,prix_moyen_par_litre
 24,SP95,2019,1.52
 24,SP95,2020,1.37
 24,SP95,2021,1.56
+24,SP95,2022,1.84
+24,SP95,2023,1.92
 24,GPLc,2007,0.74
 24,GPLc,2008,0.77
 24,GPLc,2009,0.67
@@ -618,6 +706,8 @@ region,carburant,annee,prix_moyen_par_litre
 24,GPLc,2019,0.88
 24,GPLc,2020,0.88
 24,GPLc,2021,0.9
+24,GPLc,2022,0.87
+24,GPLc,2023,1.01
 24,E85,2007,0.82
 24,E85,2008,0.85
 24,E85,2009,0.93
@@ -633,6 +723,8 @@ region,carburant,annee,prix_moyen_par_litre
 24,E85,2019,0.66
 24,E85,2020,0.65
 24,E85,2021,0.68
+24,E85,2022,0.83
+24,E85,2023,1.08
 24,E10,2009,1.24
 24,E10,2010,1.38
 24,E10,2011,1.52
@@ -646,6 +738,8 @@ region,carburant,annee,prix_moyen_par_litre
 24,E10,2019,1.49
 24,E10,2020,1.35
 24,E10,2021,1.54
+24,E10,2022,1.79
+24,E10,2023,1.9
 24,SP98,2013,1.58
 24,SP98,2014,1.54
 24,SP98,2015,1.41
@@ -655,6 +749,8 @@ region,carburant,annee,prix_moyen_par_litre
 24,SP98,2019,1.57
 24,SP98,2020,1.42
 24,SP98,2021,1.62
+24,SP98,2022,1.89
+24,SP98,2023,1.97
 25,Gazole,2007,1.09
 25,Gazole,2008,1.27
 25,Gazole,2009,1.01
@@ -670,6 +766,8 @@ region,carburant,annee,prix_moyen_par_litre
 25,Gazole,2019,
 25,Gazole,2020,
 25,Gazole,2021,
+25,Gazole,2022,
+25,Gazole,2023,
 25,SP95,2007,1.29
 25,SP95,2008,1.37
 25,SP95,2009,1.22
@@ -685,6 +783,8 @@ region,carburant,annee,prix_moyen_par_litre
 25,SP95,2019,
 25,SP95,2020,
 25,SP95,2021,
+25,SP95,2022,
+25,SP95,2023,
 25,GPLc,2007,0.73
 25,GPLc,2008,0.76
 25,GPLc,2009,0.67
@@ -700,6 +800,8 @@ region,carburant,annee,prix_moyen_par_litre
 25,GPLc,2019,
 25,GPLc,2020,
 25,GPLc,2021,
+25,GPLc,2022,
+25,GPLc,2023,
 25,E85,2007,0.82
 25,E85,2008,0.82
 25,E85,2009,1.02
@@ -715,6 +817,8 @@ region,carburant,annee,prix_moyen_par_litre
 25,E85,2019,
 25,E85,2020,
 25,E85,2021,
+25,E85,2022,
+25,E85,2023,
 25,E10,2009,1.23
 25,E10,2010,1.34
 25,E10,2011,1.5
@@ -728,6 +832,8 @@ region,carburant,annee,prix_moyen_par_litre
 25,E10,2019,
 25,E10,2020,
 25,E10,2021,
+25,E10,2022,
+25,E10,2023,
 25,SP98,2013,1.58
 25,SP98,2014,1.55
 25,SP98,2015,1.42
@@ -737,6 +843,8 @@ region,carburant,annee,prix_moyen_par_litre
 25,SP98,2019,
 25,SP98,2020,
 25,SP98,2021,
+25,SP98,2022,
+25,SP98,2023,
 54,Gazole,2007,1.08
 54,Gazole,2008,1.26
 54,Gazole,2009,0.99
@@ -752,6 +860,8 @@ region,carburant,annee,prix_moyen_par_litre
 54,Gazole,2019,
 54,Gazole,2020,
 54,Gazole,2021,
+54,Gazole,2022,
+54,Gazole,2023,
 54,SP95,2007,1.28
 54,SP95,2008,1.35
 54,SP95,2009,1.21
@@ -767,6 +877,8 @@ region,carburant,annee,prix_moyen_par_litre
 54,SP95,2019,
 54,SP95,2020,
 54,SP95,2021,
+54,SP95,2022,
+54,SP95,2023,
 54,E85,2007,0.81
 54,E85,2008,0.84
 54,E85,2009,0.97
@@ -782,6 +894,8 @@ region,carburant,annee,prix_moyen_par_litre
 54,E85,2019,
 54,E85,2020,
 54,E85,2021,
+54,E85,2022,
+54,E85,2023,
 54,GPLc,2007,0.69
 54,GPLc,2008,0.72
 54,GPLc,2009,0.63
@@ -797,6 +911,8 @@ region,carburant,annee,prix_moyen_par_litre
 54,GPLc,2019,
 54,GPLc,2020,
 54,GPLc,2021,
+54,GPLc,2022,
+54,GPLc,2023,
 54,E10,2009,1.25
 54,E10,2010,1.36
 54,E10,2011,1.5
@@ -810,6 +926,8 @@ region,carburant,annee,prix_moyen_par_litre
 54,E10,2019,
 54,E10,2020,
 54,E10,2021,
+54,E10,2022,
+54,E10,2023,
 54,SP98,2013,1.55
 54,SP98,2014,1.51
 54,SP98,2015,1.39
@@ -819,6 +937,8 @@ region,carburant,annee,prix_moyen_par_litre
 54,SP98,2019,
 54,SP98,2020,
 54,SP98,2021,
+54,SP98,2022,
+54,SP98,2023,
 74,Gazole,2007,1.11
 74,Gazole,2008,1.29
 74,Gazole,2009,1.02
@@ -834,6 +954,8 @@ region,carburant,annee,prix_moyen_par_litre
 74,Gazole,2019,
 74,Gazole,2020,
 74,Gazole,2021,
+74,Gazole,2022,
+74,Gazole,2023,
 74,SP95,2007,1.31
 74,SP95,2008,1.39
 74,SP95,2009,1.24
@@ -849,6 +971,8 @@ region,carburant,annee,prix_moyen_par_litre
 74,SP95,2019,
 74,SP95,2020,
 74,SP95,2021,
+74,SP95,2022,
+74,SP95,2023,
 74,GPLc,2007,0.74
 74,GPLc,2008,0.78
 74,GPLc,2009,0.66
@@ -864,6 +988,8 @@ region,carburant,annee,prix_moyen_par_litre
 74,GPLc,2019,
 74,GPLc,2020,
 74,GPLc,2021,
+74,GPLc,2022,
+74,GPLc,2023,
 74,E85,2007,0.85
 74,E85,2008,0.87
 74,E85,2009,1.01
@@ -879,6 +1005,8 @@ region,carburant,annee,prix_moyen_par_litre
 74,E85,2019,
 74,E85,2020,
 74,E85,2021,
+74,E85,2022,
+74,E85,2023,
 74,E10,2009,1.26
 74,E10,2010,1.39
 74,E10,2011,1.53
@@ -892,6 +1020,8 @@ region,carburant,annee,prix_moyen_par_litre
 74,E10,2019,
 74,E10,2020,
 74,E10,2021,
+74,E10,2022,
+74,E10,2023,
 74,SP98,2013,1.6
 74,SP98,2014,1.56
 74,SP98,2015,1.43
@@ -901,6 +1031,8 @@ region,carburant,annee,prix_moyen_par_litre
 74,SP98,2019,
 74,SP98,2020,
 74,SP98,2021,
+74,SP98,2022,
+74,SP98,2023,
 94,Gazole,2007,1.17
 94,Gazole,2008,1.35
 94,Gazole,2009,1.09
@@ -916,6 +1048,8 @@ region,carburant,annee,prix_moyen_par_litre
 94,Gazole,2019,1.54
 94,Gazole,2020,1.4
 94,Gazole,2021,1.55
+94,Gazole,2022,1.9
+94,Gazole,2023,1.91
 94,SP95,2007,1.34
 94,SP95,2008,1.42
 94,SP95,2009,1.28
@@ -931,6 +1065,8 @@ region,carburant,annee,prix_moyen_par_litre
 94,SP95,2019,1.62
 94,SP95,2020,1.49
 94,SP95,2021,1.66
+94,SP95,2022,1.86
+94,SP95,2023,1.96
 94,GPLc,2007,0.8
 94,GPLc,2008,0.84
 94,GPLc,2009,0.79
@@ -946,6 +1082,8 @@ region,carburant,annee,prix_moyen_par_litre
 94,GPLc,2019,1.1
 94,GPLc,2020,1.11
 94,GPLc,2021,1.11
+94,GPLc,2022,1.19
+94,GPLc,2023,1.26
 94,E85,2008,1.0
 94,E85,2009,1.33
 94,E85,2010,1.36
@@ -960,7 +1098,8 @@ region,carburant,annee,prix_moyen_par_litre
 94,E85,2019,1.63
 94,E85,2020,1.07
 94,E85,2021,1.35
-94,E10,2010,
+94,E85,2022,2.01
+94,E85,2023,1.9
 94,E10,2011,1.62
 94,E10,2012,1.45
 94,E10,2013,1.62
@@ -972,6 +1111,8 @@ region,carburant,annee,prix_moyen_par_litre
 94,E10,2019,1.65
 94,E10,2020,1.58
 94,E10,2021,1.62
+94,E10,2022,1.89
+94,E10,2023,1.95
 94,SP98,2014,1.52
 94,SP98,2015,1.33
 94,SP98,2016,
@@ -980,6 +1121,8 @@ region,carburant,annee,prix_moyen_par_litre
 94,SP98,2019,1.64
 94,SP98,2020,1.47
 94,SP98,2021,1.59
+94,SP98,2022,1.5
+94,SP98,2023,1.95
 26,Gazole,2007,1.1
 26,Gazole,2008,1.28
 26,Gazole,2009,1.01
@@ -995,6 +1138,8 @@ region,carburant,annee,prix_moyen_par_litre
 26,Gazole,2019,
 26,Gazole,2020,
 26,Gazole,2021,
+26,Gazole,2022,
+26,Gazole,2023,
 26,SP95,2007,1.29
 26,SP95,2008,1.38
 26,SP95,2009,1.23
@@ -1010,6 +1155,8 @@ region,carburant,annee,prix_moyen_par_litre
 26,SP95,2019,
 26,SP95,2020,
 26,SP95,2021,
+26,SP95,2022,
+26,SP95,2023,
 26,GPLc,2007,0.75
 26,GPLc,2008,0.77
 26,GPLc,2009,0.68
@@ -1025,6 +1172,8 @@ region,carburant,annee,prix_moyen_par_litre
 26,GPLc,2019,
 26,GPLc,2020,
 26,GPLc,2021,
+26,GPLc,2022,
+26,GPLc,2023,
 26,E85,2007,0.8
 26,E85,2008,0.82
 26,E85,2009,0.95
@@ -1040,6 +1189,8 @@ region,carburant,annee,prix_moyen_par_litre
 26,E85,2019,
 26,E85,2020,
 26,E85,2021,
+26,E85,2022,
+26,E85,2023,
 26,E10,2009,1.24
 26,E10,2010,1.37
 26,E10,2011,1.53
@@ -1053,6 +1204,8 @@ region,carburant,annee,prix_moyen_par_litre
 26,E10,2019,
 26,E10,2020,
 26,E10,2021,
+26,E10,2022,
+26,E10,2023,
 26,SP98,2013,1.59
 26,SP98,2014,1.56
 26,SP98,2015,1.43
@@ -1062,6 +1215,8 @@ region,carburant,annee,prix_moyen_par_litre
 26,SP98,2019,
 26,SP98,2020,
 26,SP98,2021,
+26,SP98,2022,
+26,SP98,2023,
 53,Gazole,2007,1.09
 53,Gazole,2008,1.26
 53,Gazole,2009,1.0
@@ -1077,6 +1232,8 @@ region,carburant,annee,prix_moyen_par_litre
 53,Gazole,2019,1.43
 53,Gazole,2020,1.25
 53,Gazole,2021,1.42
+53,Gazole,2022,1.85
+53,Gazole,2023,1.82
 53,SP95,2007,1.29
 53,SP95,2008,1.37
 53,SP95,2009,1.22
@@ -1092,6 +1249,8 @@ region,carburant,annee,prix_moyen_par_litre
 53,SP95,2019,1.51
 53,SP95,2020,1.36
 53,SP95,2021,1.55
+53,SP95,2022,1.83
+53,SP95,2023,1.9
 53,GPLc,2007,0.73
 53,GPLc,2008,0.75
 53,GPLc,2009,0.65
@@ -1107,6 +1266,8 @@ region,carburant,annee,prix_moyen_par_litre
 53,GPLc,2019,0.84
 53,GPLc,2020,0.82
 53,GPLc,2021,0.85
+53,GPLc,2022,0.85
+53,GPLc,2023,0.98
 53,E85,2007,0.82
 53,E85,2008,0.83
 53,E85,2009,0.96
@@ -1122,6 +1283,8 @@ region,carburant,annee,prix_moyen_par_litre
 53,E85,2019,0.72
 53,E85,2020,0.7
 53,E85,2021,0.69
+53,E85,2022,0.81
+53,E85,2023,1.07
 53,E10,2009,1.26
 53,E10,2010,1.38
 53,E10,2011,1.53
@@ -1135,6 +1298,8 @@ region,carburant,annee,prix_moyen_par_litre
 53,E10,2019,1.47
 53,E10,2020,1.32
 53,E10,2021,1.52
+53,E10,2022,1.76
+53,E10,2023,1.86
 53,SP98,2013,1.58
 53,SP98,2014,1.55
 53,SP98,2015,1.42
@@ -1144,6 +1309,8 @@ region,carburant,annee,prix_moyen_par_litre
 53,SP98,2019,1.56
 53,SP98,2020,1.41
 53,SP98,2021,1.6
+53,SP98,2022,1.86
+53,SP98,2023,1.94
 72,Gazole,2007,1.1
 72,Gazole,2008,1.28
 72,Gazole,2009,1.01
@@ -1159,6 +1326,8 @@ region,carburant,annee,prix_moyen_par_litre
 72,Gazole,2019,
 72,Gazole,2020,
 72,Gazole,2021,
+72,Gazole,2022,
+72,Gazole,2023,
 72,SP95,2007,1.3
 72,SP95,2008,1.38
 72,SP95,2009,1.24
@@ -1174,6 +1343,8 @@ region,carburant,annee,prix_moyen_par_litre
 72,SP95,2019,
 72,SP95,2020,
 72,SP95,2021,
+72,SP95,2022,
+72,SP95,2023,
 72,GPLc,2007,0.73
 72,GPLc,2008,0.75
 72,GPLc,2009,0.66
@@ -1189,6 +1360,8 @@ region,carburant,annee,prix_moyen_par_litre
 72,GPLc,2019,
 72,GPLc,2020,
 72,GPLc,2021,
+72,GPLc,2022,
+72,GPLc,2023,
 72,E85,2007,0.83
 72,E85,2008,0.86
 72,E85,2009,0.98
@@ -1204,6 +1377,8 @@ region,carburant,annee,prix_moyen_par_litre
 72,E85,2019,
 72,E85,2020,
 72,E85,2021,
+72,E85,2022,
+72,E85,2023,
 72,E10,2009,1.24
 72,E10,2010,1.39
 72,E10,2011,1.54
@@ -1217,6 +1392,8 @@ region,carburant,annee,prix_moyen_par_litre
 72,E10,2019,
 72,E10,2020,
 72,E10,2021,
+72,E10,2022,
+72,E10,2023,
 72,SP98,2013,1.6
 72,SP98,2014,1.56
 72,SP98,2015,1.43
@@ -1226,6 +1403,8 @@ region,carburant,annee,prix_moyen_par_litre
 72,SP98,2019,
 72,SP98,2020,
 72,SP98,2021,
+72,SP98,2022,
+72,SP98,2023,
 43,Gazole,2007,1.09
 43,Gazole,2008,1.27
 43,Gazole,2009,1.01
@@ -1241,6 +1420,8 @@ region,carburant,annee,prix_moyen_par_litre
 43,Gazole,2019,
 43,Gazole,2020,
 43,Gazole,2021,
+43,Gazole,2022,
+43,Gazole,2023,
 43,SP95,2007,1.28
 43,SP95,2008,1.37
 43,SP95,2009,1.23
@@ -1256,6 +1437,8 @@ region,carburant,annee,prix_moyen_par_litre
 43,SP95,2019,
 43,SP95,2020,
 43,SP95,2021,
+43,SP95,2022,
+43,SP95,2023,
 43,GPLc,2007,0.72
 43,GPLc,2008,0.75
 43,GPLc,2009,0.66
@@ -1271,6 +1454,8 @@ region,carburant,annee,prix_moyen_par_litre
 43,GPLc,2019,
 43,GPLc,2020,
 43,GPLc,2021,
+43,GPLc,2022,
+43,GPLc,2023,
 43,E85,2007,0.83
 43,E85,2008,0.87
 43,E85,2009,0.96
@@ -1286,6 +1471,8 @@ region,carburant,annee,prix_moyen_par_litre
 43,E85,2019,
 43,E85,2020,
 43,E85,2021,
+43,E85,2022,
+43,E85,2023,
 43,E10,2009,1.2
 43,E10,2010,1.31
 43,E10,2011,1.51
@@ -1299,6 +1486,8 @@ region,carburant,annee,prix_moyen_par_litre
 43,E10,2019,
 43,E10,2020,
 43,E10,2021,
+43,E10,2022,
+43,E10,2023,
 43,SP98,2013,1.59
 43,SP98,2014,1.56
 43,SP98,2015,1.43
@@ -1308,6 +1497,8 @@ region,carburant,annee,prix_moyen_par_litre
 43,SP98,2019,
 43,SP98,2020,
 43,SP98,2021,
+43,SP98,2022,
+43,SP98,2023,
 23,Gazole,2007,1.09
 23,Gazole,2008,1.27
 23,Gazole,2009,1.0
@@ -1323,6 +1514,8 @@ region,carburant,annee,prix_moyen_par_litre
 23,Gazole,2019,
 23,Gazole,2020,
 23,Gazole,2021,
+23,Gazole,2022,
+23,Gazole,2023,
 23,SP95,2007,1.29
 23,SP95,2008,1.37
 23,SP95,2009,1.22
@@ -1338,6 +1531,8 @@ region,carburant,annee,prix_moyen_par_litre
 23,SP95,2019,
 23,SP95,2020,
 23,SP95,2021,
+23,SP95,2022,
+23,SP95,2023,
 23,GPLc,2007,0.74
 23,GPLc,2008,0.76
 23,GPLc,2009,0.7
@@ -1353,6 +1548,8 @@ region,carburant,annee,prix_moyen_par_litre
 23,GPLc,2019,
 23,GPLc,2020,
 23,GPLc,2021,
+23,GPLc,2022,
+23,GPLc,2023,
 23,E85,2007,0.8
 23,E85,2008,0.82
 23,E85,2009,0.88
@@ -1368,6 +1565,8 @@ region,carburant,annee,prix_moyen_par_litre
 23,E85,2019,
 23,E85,2020,
 23,E85,2021,
+23,E85,2022,
+23,E85,2023,
 23,E10,2009,1.22
 23,E10,2010,1.33
 23,E10,2011,1.48
@@ -1381,6 +1580,8 @@ region,carburant,annee,prix_moyen_par_litre
 23,E10,2019,
 23,E10,2020,
 23,E10,2021,
+23,E10,2022,
+23,E10,2023,
 23,SP98,2013,1.58
 23,SP98,2014,1.55
 23,SP98,2015,1.42
@@ -1390,6 +1591,8 @@ region,carburant,annee,prix_moyen_par_litre
 23,SP98,2019,
 23,SP98,2020,
 23,SP98,2021,
+23,SP98,2022,
+23,SP98,2023,
 52,Gazole,2007,1.09
 52,Gazole,2008,1.27
 52,Gazole,2009,1.01
@@ -1405,6 +1608,8 @@ region,carburant,annee,prix_moyen_par_litre
 52,Gazole,2019,1.44
 52,Gazole,2020,1.26
 52,Gazole,2021,1.43
+52,Gazole,2022,1.85
+52,Gazole,2023,1.83
 52,SP95,2007,1.29
 52,SP95,2008,1.37
 52,SP95,2009,1.23
@@ -1420,6 +1625,8 @@ region,carburant,annee,prix_moyen_par_litre
 52,SP95,2019,1.53
 52,SP95,2020,1.38
 52,SP95,2021,1.57
+52,SP95,2022,1.84
+52,SP95,2023,1.92
 52,GPLc,2007,0.72
 52,GPLc,2008,0.75
 52,GPLc,2009,0.65
@@ -1435,6 +1642,8 @@ region,carburant,annee,prix_moyen_par_litre
 52,GPLc,2019,0.85
 52,GPLc,2020,0.84
 52,GPLc,2021,0.85
+52,GPLc,2022,0.83
+52,GPLc,2023,0.98
 52,E85,2007,0.83
 52,E85,2008,0.84
 52,E85,2009,0.91
@@ -1450,6 +1659,8 @@ region,carburant,annee,prix_moyen_par_litre
 52,E85,2019,0.67
 52,E85,2020,0.65
 52,E85,2021,0.68
+52,E85,2022,0.82
+52,E85,2023,1.07
 52,E10,2009,1.25
 52,E10,2010,1.37
 52,E10,2011,1.52
@@ -1463,6 +1674,8 @@ region,carburant,annee,prix_moyen_par_litre
 52,E10,2019,1.48
 52,E10,2020,1.33
 52,E10,2021,1.53
+52,E10,2022,1.77
+52,E10,2023,1.87
 52,SP98,2013,1.58
 52,SP98,2014,1.54
 52,SP98,2015,1.41
@@ -1472,6 +1685,8 @@ region,carburant,annee,prix_moyen_par_litre
 52,SP98,2019,1.57
 52,SP98,2020,1.42
 52,SP98,2021,1.61
+52,SP98,2022,1.87
+52,SP98,2023,1.96
 31,Gazole,2007,1.09
 31,Gazole,2008,1.26
 31,Gazole,2009,1.0
@@ -1487,6 +1702,8 @@ region,carburant,annee,prix_moyen_par_litre
 31,Gazole,2019,
 31,Gazole,2020,
 31,Gazole,2021,
+31,Gazole,2022,
+31,Gazole,2023,
 31,SP95,2007,1.29
 31,SP95,2008,1.37
 31,SP95,2009,1.21
@@ -1502,6 +1719,8 @@ region,carburant,annee,prix_moyen_par_litre
 31,SP95,2019,
 31,SP95,2020,
 31,SP95,2021,
+31,SP95,2022,
+31,SP95,2023,
 31,GPLc,2007,0.74
 31,GPLc,2008,0.75
 31,GPLc,2009,0.66
@@ -1517,6 +1736,8 @@ region,carburant,annee,prix_moyen_par_litre
 31,GPLc,2019,
 31,GPLc,2020,
 31,GPLc,2021,
+31,GPLc,2022,
+31,GPLc,2023,
 31,E85,2007,0.82
 31,E85,2008,0.84
 31,E85,2009,0.91
@@ -1532,6 +1753,8 @@ region,carburant,annee,prix_moyen_par_litre
 31,E85,2019,
 31,E85,2020,
 31,E85,2021,
+31,E85,2022,
+31,E85,2023,
 31,E10,2009,1.26
 31,E10,2010,1.36
 31,E10,2011,1.52
@@ -1545,6 +1768,8 @@ region,carburant,annee,prix_moyen_par_litre
 31,E10,2019,
 31,E10,2020,
 31,E10,2021,
+31,E10,2022,
+31,E10,2023,
 31,SP98,2013,1.59
 31,SP98,2014,1.55
 31,SP98,2015,1.42
@@ -1554,6 +1779,8 @@ region,carburant,annee,prix_moyen_par_litre
 31,SP98,2019,
 31,SP98,2020,
 31,SP98,2021,
+31,SP98,2022,
+31,SP98,2023,
 41,Gazole,2007,1.1
 41,Gazole,2008,1.28
 41,Gazole,2009,1.02
@@ -1569,6 +1796,8 @@ region,carburant,annee,prix_moyen_par_litre
 41,Gazole,2019,
 41,Gazole,2020,
 41,Gazole,2021,
+41,Gazole,2022,
+41,Gazole,2023,
 41,SP95,2007,1.3
 41,SP95,2008,1.38
 41,SP95,2009,1.23
@@ -1584,6 +1813,8 @@ region,carburant,annee,prix_moyen_par_litre
 41,SP95,2019,
 41,SP95,2020,
 41,SP95,2021,
+41,SP95,2022,
+41,SP95,2023,
 41,GPLc,2007,0.7
 41,GPLc,2008,0.73
 41,GPLc,2009,0.65
@@ -1599,6 +1830,8 @@ region,carburant,annee,prix_moyen_par_litre
 41,GPLc,2019,
 41,GPLc,2020,
 41,GPLc,2021,
+41,GPLc,2022,
+41,GPLc,2023,
 41,E85,2007,0.84
 41,E85,2008,0.89
 41,E85,2009,0.87
@@ -1614,6 +1847,8 @@ region,carburant,annee,prix_moyen_par_litre
 41,E85,2019,
 41,E85,2020,
 41,E85,2021,
+41,E85,2022,
+41,E85,2023,
 41,E10,2009,1.24
 41,E10,2010,1.35
 41,E10,2011,1.51
@@ -1627,6 +1862,8 @@ region,carburant,annee,prix_moyen_par_litre
 41,E10,2019,
 41,E10,2020,
 41,E10,2021,
+41,E10,2022,
+41,E10,2023,
 41,SP98,2013,1.59
 41,SP98,2014,1.56
 41,SP98,2015,1.43
@@ -1636,6 +1873,8 @@ region,carburant,annee,prix_moyen_par_litre
 41,SP98,2019,
 41,SP98,2020,
 41,SP98,2021,
+41,SP98,2022,
+41,SP98,2023,
 42,Gazole,2007,1.1
 42,Gazole,2008,1.29
 42,Gazole,2009,1.02
@@ -1651,6 +1890,8 @@ region,carburant,annee,prix_moyen_par_litre
 42,Gazole,2019,
 42,Gazole,2020,
 42,Gazole,2021,
+42,Gazole,2022,
+42,Gazole,2023,
 42,SP95,2007,1.29
 42,SP95,2008,1.38
 42,SP95,2009,1.23
@@ -1666,6 +1907,8 @@ region,carburant,annee,prix_moyen_par_litre
 42,SP95,2019,
 42,SP95,2020,
 42,SP95,2021,
+42,SP95,2022,
+42,SP95,2023,
 42,GPLc,2007,0.72
 42,GPLc,2008,0.75
 42,GPLc,2009,0.66
@@ -1681,6 +1924,8 @@ region,carburant,annee,prix_moyen_par_litre
 42,GPLc,2019,
 42,GPLc,2020,
 42,GPLc,2021,
+42,GPLc,2022,
+42,GPLc,2023,
 42,E85,2007,0.83
 42,E85,2008,0.86
 42,E85,2009,0.91
@@ -1696,6 +1941,8 @@ region,carburant,annee,prix_moyen_par_litre
 42,E85,2019,
 42,E85,2020,
 42,E85,2021,
+42,E85,2022,
+42,E85,2023,
 42,E10,2009,1.22
 42,E10,2010,1.37
 42,E10,2011,1.53
@@ -1709,6 +1956,8 @@ region,carburant,annee,prix_moyen_par_litre
 42,E10,2019,
 42,E10,2020,
 42,E10,2021,
+42,E10,2022,
+42,E10,2023,
 42,SP98,2013,1.59
 42,SP98,2014,1.56
 42,SP98,2015,1.43
@@ -1718,6 +1967,8 @@ region,carburant,annee,prix_moyen_par_litre
 42,SP98,2019,
 42,SP98,2020,
 42,SP98,2021,
+42,SP98,2022,
+42,SP98,2023,
 02,Gazole,2007,1.09
 02,Gazole,2008,1.27
 02,Gazole,2009,1.0
@@ -1733,6 +1984,8 @@ region,carburant,annee,prix_moyen_par_litre
 02,Gazole,2019,
 02,Gazole,2020,
 02,Gazole,2021,
+02,Gazole,2022,
+02,Gazole,2023,
 02,SP95,2007,1.3
 02,SP95,2008,1.38
 02,SP95,2009,1.2
@@ -1748,6 +2001,8 @@ region,carburant,annee,prix_moyen_par_litre
 02,SP95,2019,
 02,SP95,2020,
 02,SP95,2021,
+02,SP95,2022,
+02,SP95,2023,
 02,E10,2009,1.24
 02,E10,2010,1.37
 02,E10,2011,1.53
@@ -1761,6 +2016,8 @@ region,carburant,annee,prix_moyen_par_litre
 02,E10,2019,
 02,E10,2020,
 02,E10,2021,
+02,E10,2022,
+02,E10,2023,
 02,SP98,2013,1.67
 02,SP98,2014,1.61
 02,SP98,2015,
@@ -1770,6 +2027,8 @@ region,carburant,annee,prix_moyen_par_litre
 02,SP98,2019,
 02,SP98,2020,
 02,SP98,2021,
+02,SP98,2022,
+02,SP98,2023,
 11,Gazole,2007,1.11
 11,Gazole,2008,1.29
 11,Gazole,2009,1.02
@@ -1785,6 +2044,8 @@ region,carburant,annee,prix_moyen_par_litre
 11,Gazole,2019,1.5
 11,Gazole,2020,1.33
 11,Gazole,2021,1.5
+11,Gazole,2022,1.92
+11,Gazole,2023,1.91
 11,SP95,2007,1.3
 11,SP95,2008,1.38
 11,SP95,2009,1.21
@@ -1800,6 +2061,8 @@ region,carburant,annee,prix_moyen_par_litre
 11,SP95,2019,1.55
 11,SP95,2020,1.39
 11,SP95,2021,1.58
+11,SP95,2022,1.87
+11,SP95,2023,1.96
 11,GPLc,2007,0.75
 11,GPLc,2008,0.76
 11,GPLc,2009,0.67
@@ -1815,6 +2078,8 @@ region,carburant,annee,prix_moyen_par_litre
 11,GPLc,2019,0.87
 11,GPLc,2020,0.87
 11,GPLc,2021,0.88
+11,GPLc,2022,0.87
+11,GPLc,2023,1.01
 11,E85,2007,0.81
 11,E85,2008,0.87
 11,E85,2009,0.93
@@ -1830,6 +2095,8 @@ region,carburant,annee,prix_moyen_par_litre
 11,E85,2019,0.73
 11,E85,2020,0.73
 11,E85,2021,0.73
+11,E85,2022,0.82
+11,E85,2023,1.1
 11,E10,2009,1.26
 11,E10,2010,1.37
 11,E10,2011,1.51
@@ -1843,6 +2110,8 @@ region,carburant,annee,prix_moyen_par_litre
 11,E10,2019,1.53
 11,E10,2020,1.39
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+11,E10,2022,1.83
+11,E10,2023,1.95
 11,SP98,2013,1.6
 11,SP98,2014,1.56
 11,SP98,2015,1.43
@@ -1852,6 +2121,8 @@ region,carburant,annee,prix_moyen_par_litre
 11,SP98,2019,1.61
 11,SP98,2020,1.47
 11,SP98,2021,1.67
+11,SP98,2022,1.94
+11,SP98,2023,2.03
 04,Gazole,2011,1.45
 04,Gazole,2012,1.51
 04,Gazole,2013,1.48
@@ -1863,6 +2134,8 @@ region,carburant,annee,prix_moyen_par_litre
 04,Gazole,2019,
 04,Gazole,2020,
 04,Gazole,2021,
+04,Gazole,2022,
+04,Gazole,2023,
 04,SP95,2011,1.6
 04,SP95,2012,1.66
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@@ -1874,6 +2147,8 @@ region,carburant,annee,prix_moyen_par_litre
 04,SP95,2019,
 04,SP95,2020,
 04,SP95,2021,
+04,SP95,2022,
+04,SP95,2023,
 04,GPLc,2011,0.89
 04,GPLc,2012,0.95
 04,GPLc,2013,0.95
@@ -1885,6 +2160,8 @@ region,carburant,annee,prix_moyen_par_litre
 04,GPLc,2019,
 04,GPLc,2020,
 04,GPLc,2021,
+04,GPLc,2022,
+04,GPLc,2023,
 04,E10,2012,1.67
 04,E10,2013,1.64
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@@ -1895,6 +2172,8 @@ region,carburant,annee,prix_moyen_par_litre
 04,E10,2019,
 04,E10,2020,
 04,E10,2021,
+04,E10,2022,
+04,E10,2023,
 04,SP98,2013,1.68
 04,SP98,2014,1.67
 04,SP98,2015,
@@ -1904,255 +2183,341 @@ region,carburant,annee,prix_moyen_par_litre
 04,SP98,2019,
 04,SP98,2020,
 04,SP98,2021,
+04,SP98,2022,
+04,SP98,2023,
 84,Gazole,2016,1.13
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+27,E10,2022,1.78
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+27,E85,2022,0.83
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 32,Gazole,2016,1.11
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+32,Gazole,2022,1.86
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+32,E10,2022,1.78
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 32,E85,2016,0.74
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diff --git a/notebook_gouv/prix_by_region.json b/notebook_gouv/prix_by_region.json
new file mode 100644
index 0000000000000000000000000000000000000000..58dea3f590c9aa283709f16af1299f6687694d87
--- /dev/null
+++ b/notebook_gouv/prix_by_region.json
@@ -0,0 +1,38260 @@
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+                "12": 715.74,
+                "moyenne": 688.32
+            },
+            "2018": {
+                "1": 674.1,
+                "2": 664.17,
+                "3": 663.6,
+                "4": 662.93,
+                "5": 668.28,
+                "6": 681.81,
+                "7": 685.45,
+                "8": 694.38,
+                "9": 690.89,
+                "10": 692.39,
+                "11": 686.17,
+                "12": 716.07,
+                "moyenne": 681.84
+            },
+            "2019": {
+                "1": 677.11,
+                "2": 678.46,
+                "3": 688.66,
+                "4": 698.94,
+                "5": 712.67,
+                "6": 721.15,
+                "7": 722.95,
+                "8": 732.39,
+                "9": 744.38,
+                "10": 738.27,
+                "11": 738.74,
+                "12": 739.14,
+                "moyenne": 716.28
+            },
+            "2020": {
+                "1": 711.77,
+                "2": 697.13,
+                "3": 690.07,
+                "4": 685.0,
+                "5": 681.18,
+                "6": 680.04,
+                "7": 679.7,
+                "8": 673.76,
+                "9": 672.43,
+                "10": 670.59,
+                "11": 668.02,
+                "12": 669.23,
+                "moyenne": 681.55
+            },
+            "2021": {
+                "1": 675.51,
+                "2": 675.7,
+                "3": 681.11,
+                "4": 685.2,
+                "5": 682.97,
+                "6": 687.37,
+                "7": 689.53,
+                "8": 692.56,
+                "9": 694.31,
+                "10": 704.44,
+                "11": 713.52,
+                "12": 713.15,
+                "moyenne": 691.37
+            },
+            "2022": {
+                "1": 0.75,
+                "2": 0.78,
+                "3": 0.91,
+                "4": 0.78,
+                "5": 0.79,
+                "6": 0.87,
+                "7": 0.86,
+                "8": 0.82,
+                "9": 0.7,
+                "10": 0.78,
+                "11": 0.88,
+                "12": 0.89,
+                "moyenne": 0.82
+            },
+            "2023": {
+                "1": 1.1,
+                "2": 1.13,
+                "3": 1.13,
+                "4": 1.12,
+                "5": 1.12,
+                "6": 1.08,
+                "7": 1.03,
+                "8": 1.04,
+                "9": 1.04,
+                "10": 1.03,
+                "11": 1.03,
+                "12": 1.03,
+                "moyenne": 1.07
+            }
+        },
+        "SP98": {
+            "2016": {
+                "1": 1327.17,
+                "2": 1303.56,
+                "3": 1315.2,
+                "4": 1361.15,
+                "5": 1389.61,
+                "6": 1415.05,
+                "7": 1378.2,
+                "8": 1354.82,
+                "9": 1364.05,
+                "10": 1394.33,
+                "11": 1389.68,
+                "12": 1426.93,
+                "moyenne": 1368.51
+            },
+            "2017": {
+                "1": 1474.63,
+                "2": 1481.3,
+                "3": 1461.98,
+                "4": 1469.47,
+                "5": 1444.89,
+                "6": 1422.27,
+                "7": 1401.34,
+                "8": 1410.84,
+                "9": 1439.62,
+                "10": 1431.78,
+                "11": 1475.48,
+                "12": 1476.58,
+                "moyenne": 1448.89
+            },
+            "2018": {
+                "1": 1537.98,
+                "2": 1534.48,
+                "3": 1523.68,
+                "4": 1553.76,
+                "5": 1603.06,
+                "6": 1617.71,
+                "7": 1608.41,
+                "8": 1622.13,
+                "9": 1629.88,
+                "10": 1629.63,
+                "11": 1558.21,
+                "12": 1501.46,
+                "moyenne": 1576.9
+            },
+            "2019": {
+                "1": 1489.38,
+                "2": 1512.14,
+                "3": 1549.45,
+                "4": 1628.28,
+                "5": 1659.84,
+                "6": 1614.02,
+                "7": 1595.47,
+                "8": 1580.47,
+                "9": 1573.65,
+                "10": 1573.56,
+                "11": 1582.05,
+                "12": 1592.5,
+                "moyenne": 1579.56
+            },
+            "2020": {
+                "1": 1602.41,
+                "2": 1562.5,
+                "3": 1463.87,
+                "4": 1351.01,
+                "5": 1326.48,
+                "6": 1379.03,
+                "7": 1413.33,
+                "8": 1401.1,
+                "9": 1398.9,
+                "10": 1401.91,
+                "11": 1396.54,
+                "12": 1420.34,
+                "moyenne": 1426.2
+            },
+            "2021": {
+                "1": 1467.5,
+                "2": 1506.31,
+                "3": 1566.54,
+                "4": 1578.62,
+                "5": 1588.4,
+                "6": 1602.36,
+                "7": 1642.34,
+                "8": 1648.55,
+                "9": 1654.48,
+                "10": 1713.7,
+                "11": 1735.77,
+                "12": 1697.38,
+                "moyenne": 1617.45
+            },
+            "2022": {
+                "1": 1.77,
+                "2": 1.85,
+                "3": 2.05,
+                "4": 1.87,
+                "5": 1.99,
+                "6": 2.21,
+                "7": 2.07,
+                "8": 1.89,
+                "9": 1.65,
+                "10": 1.75,
+                "11": 1.78,
+                "12": 1.75,
+                "moyenne": 1.89
+            },
+            "2023": {
+                "1": 1.94,
+                "2": 1.97,
+                "3": 1.97,
+                "4": 1.99,
+                "5": 1.92,
+                "6": 1.92,
+                "7": 1.9,
+                "8": 1.98,
+                "9": 2.0,
+                "10": 1.98,
+                "11": 1.98,
+                "12": 1.98,
+                "moyenne": 1.96
+            }
+        },
+        "E10": {
+            "2016": {
+                "1": 1249.5,
+                "2": 1223.41,
+                "3": 1238.73,
+                "4": 1284.11,
+                "5": 1313.14,
+                "6": 1334.29,
+                "7": 1295.74,
+                "8": 1276.49,
+                "9": 1284.14,
+                "10": 1313.84,
+                "11": 1304.9,
+                "12": 1343.67,
+                "moyenne": 1288.71
+            },
+            "2017": {
+                "1": 1385.36,
+                "2": 1393.32,
+                "3": 1371.86,
+                "4": 1381.21,
+                "5": 1354.41,
+                "6": 1332.95,
+                "7": 1317.47,
+                "8": 1331.3,
+                "9": 1360.57,
+                "10": 1351.08,
+                "11": 1393.75,
+                "12": 1391.36,
+                "moyenne": 1363.44
+            },
+            "2018": {
+                "4": 1471.99,
+                "5": 1519.44,
+                "6": 1529.31,
+                "7": 1519.73,
+                "8": 1532.52,
+                "9": 1540.45,
+                "10": 1539.78,
+                "11": 1462.87,
+                "12": 1410.92,
+                "1": 1455.61,
+                "2": 1447.41,
+                "3": 1438.06,
+                "moyenne": 1489.22
+            },
+            "2019": {
+                "1": 1408.63,
+                "2": 1431.89,
+                "3": 1469.24,
+                "4": 1546.83,
+                "5": 1575.31,
+                "6": 1523.63,
+                "7": 1509.73,
+                "8": 1493.6,
+                "9": 1487.78,
+                "10": 1486.99,
+                "11": 1497.71,
+                "12": 1510.66,
+                "moyenne": 1495.48
+            },
+            "2020": {
+                "1": 1521.53,
+                "2": 1478.47,
+                "3": 1372.14,
+                "4": 1262.35,
+                "5": 1248.69,
+                "6": 1305.31,
+                "7": 1337.79,
+                "8": 1323.76,
+                "9": 1320.34,
+                "10": 1323.48,
+                "11": 1318.3,
+                "12": 1345.4,
+                "moyenne": 1346.23
+            },
+            "2021": {
+                "1": 1393.98,
+                "2": 1434.78,
+                "3": 1489.24,
+                "4": 1497.95,
+                "5": 1506.49,
+                "6": 1520.95,
+                "7": 1558.17,
+                "8": 1563.53,
+                "9": 1567.84,
+                "10": 1628.44,
+                "11": 1646.24,
+                "12": 1602.96,
+                "moyenne": 1534.77
+            },
+            "2022": {
+                "1": 1.69,
+                "2": 1.76,
+                "3": 1.96,
+                "4": 1.76,
+                "5": 1.9,
+                "6": 2.1,
+                "7": 1.95,
+                "8": 1.79,
+                "9": 1.54,
+                "10": 1.65,
+                "11": 1.68,
+                "12": 1.65,
+                "moyenne": 1.79
+            },
+            "2023": {
+                "1": 1.86,
+                "2": 1.88,
+                "3": 1.88,
+                "4": 1.91,
+                "5": 1.84,
+                "6": 1.84,
+                "7": 1.82,
+                "8": 1.91,
+                "9": 1.93,
+                "10": 1.9,
+                "11": 1.9,
+                "12": 1.9,
+                "moyenne": 1.88
+            }
+        },
+        "GPLc": {
+            "2016": {
+                "1": 723.19,
+                "4": 705.74,
+                "5": 706.24,
+                "6": 713.69,
+                "8": 703.02,
+                "11": 702.31,
+                "2": 720.2,
+                "3": 716.0,
+                "7": 711.87,
+                "9": 698.78,
+                "10": 697.77,
+                "12": 709.85,
+                "moyenne": 709.04
+            },
+            "2017": {
+                "2": 740.77,
+                "5": 750.59,
+                "6": 752.06,
+                "11": 773.44,
+                "12": 786.78,
+                "9": 749.57,
+                "10": 760.92,
+                "4": 751.41,
+                "1": 722.56,
+                "3": 747.26,
+                "7": 746.85,
+                "8": 742.5,
+                "moyenne": 752.1
+            },
+            "2018": {
+                "1": 825.24,
+                "7": 837.71,
+                "10": 858.65,
+                "6": 832.95,
+                "2": 828.88,
+                "3": 827.92,
+                "4": 824.14,
+                "9": 844.65,
+                "11": 856.84,
+                "5": 823.17,
+                "8": 840.0,
+                "12": 861.54,
+                "moyenne": 838.54
+            },
+            "2019": {
+                "5": 873.27,
+                "12": 878.46,
+                "2": 848.18,
+                "4": 865.03,
+                "10": 869.31,
+                "11": 871.3,
+                "1": 862.39,
+                "3": 855.12,
+                "6": 874.97,
+                "7": 869.94,
+                "8": 869.15,
+                "9": 871.64,
+                "moyenne": 867.52
+            },
+            "2020": {
+                "1": 882.16,
+                "3": 882.95,
+                "5": 869.26,
+                "7": 867.32,
+                "10": 866.31,
+                "6": 865.06,
+                "2": 890.08,
+                "4": 879.69,
+                "8": 864.74,
+                "9": 868.04,
+                "11": 867.65,
+                "12": 865.85,
+                "moyenne": 872.35
+            },
+            "2021": {
+                "1": 857.08,
+                "10": 890.11,
+                "11": 901.74,
+                "12": 911.54,
+                "2": 851.91,
+                "5": 855.51,
+                "7": 866.46,
+                "8": 872.55,
+                "3": 855.13,
+                "4": 856.29,
+                "6": 856.47,
+                "9": 875.24,
+                "moyenne": 870.97
+            },
+            "2022": {
+                "1": 0.93,
+                "3": 0.96,
+                "4": 0.85,
+                "5": 0.86,
+                "6": 0.85,
+                "8": 0.86,
+                "10": 0.76,
+                "11": 0.83,
+                "2": 0.93,
+                "9": 0.78,
+                "12": 0.91,
+                "7": 0.86,
+                "moyenne": 0.86
+            },
+            "2023": {
+                "1": 0.99,
+                "3": 1.0,
+                "9": 1.0,
+                "2": 1.0,
+                "4": 1.01,
+                "7": 0.99,
+                "8": 1.0,
+                "6": 1.0,
+                "5": 1.01,
+                "10": 0.99,
+                "11": 0.99,
+                "12": 0.99,
+                "moyenne": 1.0
+            }
+        }
+    }
+}
\ No newline at end of file
diff --git a/notebook_gouv/prix_carburant_gouv.ipynb b/notebook_gouv/prix_carburant_gouv.ipynb
index 1899d2032851f0b5a180bb6fb03ef62ebd2f6f60..87cf205637ea9a22cd2b30b6ea561d6fb87fb3ae 100644
--- a/notebook_gouv/prix_carburant_gouv.ipynb
+++ b/notebook_gouv/prix_carburant_gouv.ipynb
@@ -4,7 +4,9 @@
    "cell_type": "code",
    "execution_count": 2,
    "id": "d60999c6-2ae5-430b-934c-a95d309a496c",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "import zipfile\n",
@@ -15,37 +17,303 @@
     "from urllib.request import urlretrieve\n",
     "from datetime import date\n",
     "from calendar import monthrange\n",
-    "\n",
+    "from tqdm import tqdm\n",
     "import pandas as pd\n",
-    "import requests"
+    "import requests\n",
+    "import json\n",
+    "from retrying import retry"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "bbf067e2-95d6-4375-93f2-41ef842893b0",
+   "id": "523b21af-b7db-4fba-9ba5-831774c8e699",
    "metadata": {},
    "outputs": [],
+   "source": [
+    "START_DATE=2007\n",
+    "END_DATE=2023"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "bbf067e2-95d6-4375-93f2-41ef842893b0",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "  0%|          | 0/17 [00:00<?, ?it/s]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "https://donnees.roulez-eco.fr/opendata/annee/2007\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "  6%|▌         | 1/17 [00:01<00:27,  1.71s/it]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "https://donnees.roulez-eco.fr/opendata/annee/2008\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      " 12%|█▏        | 2/17 [00:04<00:31,  2.13s/it]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "https://donnees.roulez-eco.fr/opendata/annee/2009\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      " 18%|█▊        | 3/17 [00:06<00:30,  2.18s/it]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "https://donnees.roulez-eco.fr/opendata/annee/2010\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      " 24%|██▎       | 4/17 [00:08<00:30,  2.33s/it]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "https://donnees.roulez-eco.fr/opendata/annee/2011\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      " 29%|██▉       | 5/17 [00:10<00:25,  2.10s/it]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "https://donnees.roulez-eco.fr/opendata/annee/2012\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      " 35%|███▌      | 6/17 [00:12<00:24,  2.18s/it]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "https://donnees.roulez-eco.fr/opendata/annee/2013\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      " 41%|████      | 7/17 [00:15<00:24,  2.41s/it]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "https://donnees.roulez-eco.fr/opendata/annee/2014\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      " 47%|████▋     | 8/17 [00:17<00:20,  2.25s/it]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "https://donnees.roulez-eco.fr/opendata/annee/2015\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      " 53%|█████▎    | 9/17 [00:20<00:18,  2.35s/it]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "https://donnees.roulez-eco.fr/opendata/annee/2016\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      " 59%|█████▉    | 10/17 [00:23<00:18,  2.61s/it]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "https://donnees.roulez-eco.fr/opendata/annee/2017\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      " 65%|██████▍   | 11/17 [00:26<00:16,  2.70s/it]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "https://donnees.roulez-eco.fr/opendata/annee/2018\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      " 71%|███████   | 12/17 [00:28<00:12,  2.60s/it]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "https://donnees.roulez-eco.fr/opendata/annee/2019\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      " 76%|███████▋  | 13/17 [00:31<00:10,  2.72s/it]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "https://donnees.roulez-eco.fr/opendata/annee/2020\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      " 82%|████████▏ | 14/17 [00:34<00:07,  2.63s/it]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "https://donnees.roulez-eco.fr/opendata/annee/2021\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      " 88%|████████▊ | 15/17 [00:36<00:05,  2.60s/it]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "https://donnees.roulez-eco.fr/opendata/annee/2022\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      " 94%|█████████▍| 16/17 [00:40<00:02,  2.97s/it]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "https://donnees.roulez-eco.fr/opendata/annee/2023\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 17/17 [00:43<00:00,  2.56s/it]\n"
+     ]
+    }
+   ],
    "source": [
     "#recupération des bases de donnée sur le site du gouvernement.\n",
     "def recuperation_xml(date_debut,date_fin):\n",
-    "    for date in range(date_debut, date_fin +1, 1):\n",
+    "    for date in tqdm(range(date_debut, date_fin +1, 1)):\n",
     "        directory_to_extract_to = os.path.join(\"unzip_file\")\n",
     "        path_to_zip_file  = os.path.join(\"zip_file\",f\"PrixCarburants_annuel_{date}.zip\")\n",
-    "        urlretrieve(f\"https://donnees.roulez-eco.fr/opendata/annee/{date}\", path_to_zip_file)\n",
+    "        url = f\"https://donnees.roulez-eco.fr/opendata/annee/{date}\"\n",
+    "        print(url)\n",
+    "        urlretrieve(url, path_to_zip_file)\n",
     "        with zipfile.ZipFile(path_to_zip_file, 'r') as zip_ref:\n",
     "            zip_ref.extractall(directory_to_extract_to)\n",
-    "#recuperation_xml(2007,2021)"
+    "recuperation_xml(START_DATE,END_DATE)"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 4,
    "id": "6c27528f-fbbd-4c34-86fe-a904c8181f77",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "# utilisation de l'API de adress.data.gouv.fr pour passer de la latitude et longitude, au citycode\n",
+    "@retry(stop_max_attempt_number=5, wait_fixed=2500)\n",
     "def citycode_from_lat_long(longitude,latitude):\n",
     "    url = f\"https://api-adresse.data.gouv.fr/reverse/?lon={longitude}&lat={latitude}\"\n",
     "    response = requests.get(url)\n",
@@ -62,7 +330,9 @@
    "cell_type": "code",
    "execution_count": 5,
    "id": "d67ca228-3db6-446b-bcac-f1efafd129f6",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "# passage du citycode au code du departement\n",
@@ -78,7 +348,9 @@
    "cell_type": "code",
    "execution_count": 6,
    "id": "e8b5e2f4-2095-4c8f-a11d-d11de4cff76c",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "# passage du code postal au code du departement\n",
@@ -100,34 +372,78 @@
    "cell_type": "code",
    "execution_count": 7,
    "id": "64a0d8fc-649a-4710-839e-416706a5f712",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "# passage du code du departement au code région en utilisant l'API Métadonnées - V1 de l'INSEE\n",
     "# documentation à API nomenclatures géographiques Insee\n",
     "# attention, la clé doit être réactualisé tous les 7 jours...\n",
     "# l'API est limité à 30 requêtes par minute\n",
+    "cache_code_region_from_code_departement = {}\n",
+    "@retry(stop_max_attempt_number=5, wait_fixed=2000)\n",
     "def code_region_from_code_departement(code_departement,date):\n",
+    "    if cache_code_region_from_code_departement.get(code_departement):\n",
+    "        if cache_code_region_from_code_departement.get(code_departement).get(date):\n",
+    "            return cache_code_region_from_code_departement.get(code_departement).get(date)\n",
+    "        else:\n",
+    "            cache_code_region_from_code_departement[code_departement][date]=None\n",
+    "    else:\n",
+    "        cache_code_region_from_code_departement[code_departement]={}\n",
+    "    # Cache non trouvé, on appel l'INSEE\n",
     "    headers = {\n",
     "        'Accept': 'application/json',\n",
-    "        'Authorization': 'Bearer ################', #Le changement est ici\n",
+    "        'Authorization': 'Bearer 64011ad9-a729-3fc1-bcfe-93521808e51a', #Le changement est ici\n",
     "    }\n",
     "    params = {\n",
     "        'date': date,\n",
     "    }\n",
-    "    response = requests.get(f'https://api.insee.fr/metadonnees/V1/geo/departement/{code_departement}/ascendants', params=params, headers=headers)\n",
+    "    url = f'https://api.insee.fr/metadonnees/V1/geo/departement/{code_departement}/ascendants'\n",
+    "    response = requests.get(url, params=params, headers=headers)\n",
+    "    if response.status_code != 200:\n",
+    "        error = f\"code_region_from_code_departement - Warning : code retour {response.status_code}, {response.text} retrying...\"\n",
+    "        print(error)\n",
+    "        raise Exception(error)\n",
     "    contenu = response.json()\n",
+    "    # l'API est limité à 30 requêtes par minute\n",
     "    time.sleep(2.1)\n",
     "    if isinstance(contenu,dict):\n",
     "        print(contenu)\n",
-    "    return contenu[0]['code']"
+    "    cache_code_region_from_code_departement[code_departement][date]=contenu[0]['code']\n",
+    "    return cache_code_region_from_code_departement[code_departement][date]"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 8,
+   "id": "0f05b801-1601-4d78-858e-30fdadf4608a",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'27'"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "code_region_from_code_departement(\"21\",\"2023-01-01\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
    "id": "c5f67bd6-5cf9-4e09-a587-f4b2454f4618",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "#Les APIs sont relativement fragile, il arrive qu'il y ai des erreurs 500 ou 502. \n",
@@ -139,25 +455,29 @@
     "            for annee in range(date_debut,date_fin+1):\n",
     "                if annee in prix_by_annee:\n",
     "                    del prix_by_annee[annee]\n",
-    "#debug_if_error_500(2007,2007)"
+    "# debug_if_error_500(2007,2007)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 10,
    "id": "14979ff2-770a-4a6c-8780-13a76a98512a",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
-    "tree = ET.parse('unzip_file/PrixCarburants_annuel_2021.xml')\n",
-    "pdv_liste = tree.getroot()"
+    "# tree = ET.parse('unzip_file/PrixCarburants_annuel_2021.xml')\n",
+    "# pdv_liste = tree.getroot()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 11,
    "id": "bb42e6c2-f9e8-49da-a372-88b9b869993b",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "citycode_lat_long = {} "
@@ -165,9 +485,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 12,
    "id": "4d1a148e-db02-42b5-b4b9-35c1ab57d924",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "prix_by_region = {}"
@@ -175,33 +497,268 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 52,
+   "execution_count": 13,
    "id": "2cd9550a-5c9b-4787-a372-d4f8309eaf9d",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020\n",
+      "2007\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 7904/7904 [12:25<00:00, 10.61it/s] \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2008\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 8394/8394 [05:08<00:00, 27.18it/s] \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2009\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 9387/9387 [05:14<00:00, 29.85it/s] \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2010\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 10130/10130 [05:17<00:00, 31.86it/s] \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2011\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 10001/10001 [04:29<00:00, 37.09it/s]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2012\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 10256/10256 [04:32<00:00, 37.59it/s] \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2013\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 10807/10807 [04:26<00:00, 40.50it/s] \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "code_departement is None\n",
+      "2014\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 11064/11064 [04:15<00:00, 43.24it/s] \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2015\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 12333/12333 [04:45<00:00, 43.15it/s] \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2016\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 12391/12391 [04:52<00:00, 42.33it/s] \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2017\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 12559/12559 [06:51<00:00, 30.52it/s] \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2018\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 12785/12785 [07:37<00:00, 27.96it/s] \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2019\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 12969/12969 [05:42<00:00, 37.89it/s] \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 13188/13188 [05:32<00:00, 39.63it/s] \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "2021\n"
      ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 13386/13386 [05:03<00:00, 44.13it/s] \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2022\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 13645/13645 [05:37<00:00, 40.39it/s] \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2023\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 13755/13755 [04:46<00:00, 47.93it/s] \n"
+     ]
     }
    ],
    "source": [
+    "# Temps de traitement : 5 minutes par année.\n",
     "#boucle principale, qui récupére les données des fichiers XML,\n",
     "#trouve le code région de chaque station, \n",
     "#récupère les données importantes, dont le prix par jour, par carburant, par station,\n",
     "#nous avons uniquement les prix des jours ou il y a eu un changement, il faut créer un prix aux jours ou il n'y en a pas eu,\n",
     "#fait la moyenne par jour de toutes les stations,\n",
     "#fait la moyenne par région, par mois et par annee, des prix des différents carburants.\n",
-    "for annee in range(2007,2022):\n",
+    "\n",
+    "for annee in range(START_DATE,END_DATE+1):\n",
     "    print(annee)\n",
     "    tree = ET.parse(f'unzip_file/PrixCarburants_annuel_{annee}.xml')\n",
     "    pdv_liste = tree.getroot()\n",
     "    date = f'{annee}-01-01'\n",
     "    region = {}    \n",
-    "    for pdv in pdv_liste:\n",
+    "    for pdv in tqdm(pdv_liste):\n",
     "        longitude = pdv.attrib.get('longitude')\n",
     "        latitude = pdv.attrib.get('latitude')\n",
     "        citycode = None\n",
@@ -309,9 +866,27 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 53,
+   "execution_count": 14,
+   "id": "a57cc7e5-fbd2-4d3f-bdec-0d0e56118478",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "\n",
+    "with open(\"cache_code_region_from_code_departement.json\", \"w\") as outfile:\n",
+    "    outfile.write(json.dumps(cache_code_region_from_code_departement, indent=4))\n",
+    "with open(\"prix_by_region.json\", \"w\") as outfile:\n",
+    "    outfile.write(json.dumps(prix_by_region, indent=4))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
    "id": "0f26bf8a-397d-4522-8409-f9f4681ce870",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "#Lisse le dictionnaire \"prix_by_region\".\n",
@@ -335,106 +910,1441 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 71,
-   "id": "8a712431-90ff-42bb-9449-3f89bbaf2a15",
-   "metadata": {},
+   "execution_count": 16,
+   "id": "9f4a3d64-7221-4cb4-82a4-b33622fdedcc",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'region': '75',\n",
+       " 'carburant': 'GPLc',\n",
+       " 'annee': 2023,\n",
+       " 'mois': 'moyenne',\n",
+       " 'prix_moyen': 1.0}"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "prix_region_mensuel"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "6e6ab168-50df-48b1-995f-f31813e23dda",
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
+   "source": [
+    "\n",
+    "with open(\"liste_prix_mensuel_region.json\", \"w\") as outfile:\n",
+    "    outfile.write(json.dumps(liste_prix_mensuel, indent=4))\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "5aa8e3f5-45e0-482c-8510-5fb7e8d79edc",
+   "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 th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>region</th>\n",
+       "      <th>carburant</th>\n",
+       "      <th>annee</th>\n",
+       "      <th>mois</th>\n",
+       "      <th>prix_moyen</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>82</td>\n",
+       "      <td>Gazole</td>\n",
+       "      <td>2007</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1020.41</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>82</td>\n",
+       "      <td>Gazole</td>\n",
+       "      <td>2007</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1026.61</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>82</td>\n",
+       "      <td>Gazole</td>\n",
+       "      <td>2007</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1042.85</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>82</td>\n",
+       "      <td>Gazole</td>\n",
+       "      <td>2007</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1070.66</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>82</td>\n",
+       "      <td>Gazole</td>\n",
+       "      <td>2007</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1077.74</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32781</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1.01</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32782</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>10</td>\n",
+       "      <td>0.99</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32783</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>11</td>\n",
+       "      <td>0.99</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32784</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>12</td>\n",
+       "      <td>0.99</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32785</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>moyenne</td>\n",
+       "      <td>1.00</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>32786 rows × 5 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      region carburant  annee     mois  prix_moyen\n",
+       "0         82    Gazole   2007        1     1020.41\n",
+       "1         82    Gazole   2007        2     1026.61\n",
+       "2         82    Gazole   2007        3     1042.85\n",
+       "3         82    Gazole   2007        4     1070.66\n",
+       "4         82    Gazole   2007        5     1077.74\n",
+       "...      ...       ...    ...      ...         ...\n",
+       "32781     75      GPLc   2023        5        1.01\n",
+       "32782     75      GPLc   2023       10        0.99\n",
+       "32783     75      GPLc   2023       11        0.99\n",
+       "32784     75      GPLc   2023       12        0.99\n",
+       "32785     75      GPLc   2023  moyenne        1.00\n",
+       "\n",
+       "[32786 rows x 5 columns]"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_prix_region_litre = pd.DataFrame.from_dict(liste_prix_mensuel)\n",
+    "df_prix_region_litre"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "0ea9fe1d-4247-45a6-8c6a-26dd5dd8407a",
+   "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 th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>region</th>\n",
+       "      <th>carburant</th>\n",
+       "      <th>annee</th>\n",
+       "      <th>mois</th>\n",
+       "      <th>prix_moyen</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>207</th>\n",
+       "      <td>82</td>\n",
+       "      <td>Gazole</td>\n",
+       "      <td>2022</td>\n",
+       "      <td>moyenne</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>428</th>\n",
+       "      <td>82</td>\n",
+       "      <td>SP95</td>\n",
+       "      <td>2022</td>\n",
+       "      <td>moyenne</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>649</th>\n",
+       "      <td>82</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2022</td>\n",
+       "      <td>moyenne</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>870</th>\n",
+       "      <td>82</td>\n",
+       "      <td>E85</td>\n",
+       "      <td>2022</td>\n",
+       "      <td>moyenne</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1065</th>\n",
+       "      <td>82</td>\n",
+       "      <td>E10</td>\n",
+       "      <td>2022</td>\n",
+       "      <td>moyenne</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1208</th>\n",
+       "      <td>82</td>\n",
+       "      <td>SP98</td>\n",
+       "      <td>2022</td>\n",
+       "      <td>moyenne</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     region carburant  annee     mois  prix_moyen\n",
+       "207      82    Gazole   2022  moyenne         NaN\n",
+       "428      82      SP95   2022  moyenne         NaN\n",
+       "649      82      GPLc   2022  moyenne         NaN\n",
+       "870      82       E85   2022  moyenne         NaN\n",
+       "1065     82       E10   2022  moyenne         NaN\n",
+       "1208     82      SP98   2022  moyenne         NaN"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_prix_region_litre.query(\"mois == 'moyenne' and annee == 2022 and region == '82'\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "8e5043a5-0519-46d4-a935-654ea6cae005",
+   "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 th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>region</th>\n",
+       "      <th>carburant</th>\n",
+       "      <th>annee</th>\n",
+       "      <th>mois</th>\n",
+       "      <th>prix_moyen</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>32252</th>\n",
+       "      <td>75</td>\n",
+       "      <td>Gazole</td>\n",
+       "      <td>2022</td>\n",
+       "      <td>moyenne</td>\n",
+       "      <td>1.87</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32356</th>\n",
+       "      <td>75</td>\n",
+       "      <td>SP95</td>\n",
+       "      <td>2022</td>\n",
+       "      <td>moyenne</td>\n",
+       "      <td>1.84</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32460</th>\n",
+       "      <td>75</td>\n",
+       "      <td>E85</td>\n",
+       "      <td>2022</td>\n",
+       "      <td>moyenne</td>\n",
+       "      <td>0.82</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32564</th>\n",
+       "      <td>75</td>\n",
+       "      <td>SP98</td>\n",
+       "      <td>2022</td>\n",
+       "      <td>moyenne</td>\n",
+       "      <td>1.89</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32668</th>\n",
+       "      <td>75</td>\n",
+       "      <td>E10</td>\n",
+       "      <td>2022</td>\n",
+       "      <td>moyenne</td>\n",
+       "      <td>1.79</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32772</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2022</td>\n",
+       "      <td>moyenne</td>\n",
+       "      <td>0.86</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      region carburant  annee     mois  prix_moyen\n",
+       "32252     75    Gazole   2022  moyenne        1.87\n",
+       "32356     75      SP95   2022  moyenne        1.84\n",
+       "32460     75       E85   2022  moyenne        0.82\n",
+       "32564     75      SP98   2022  moyenne        1.89\n",
+       "32668     75       E10   2022  moyenne        1.79\n",
+       "32772     75      GPLc   2022  moyenne        0.86"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_prix_region_litre.query(\"mois == 'moyenne' and annee == 2022 and region == '75'\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "2184e8e0-d785-4083-9591-87ec10e2d2f8",
+   "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 th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>region</th>\n",
+       "      <th>carburant</th>\n",
+       "      <th>annee</th>\n",
+       "      <th>mois</th>\n",
+       "      <th>prix_moyen</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>32783</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>11</td>\n",
+       "      <td>0.99</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32784</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>12</td>\n",
+       "      <td>0.99</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32785</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>moyenne</td>\n",
+       "      <td>1.00</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      region carburant  annee     mois  prix_moyen\n",
+       "32783     75      GPLc   2023       11        0.99\n",
+       "32784     75      GPLc   2023       12        0.99\n",
+       "32785     75      GPLc   2023  moyenne        1.00"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_liste_prix_mensuel_region = pd.DataFrame.from_dict(liste_prix_mensuel)\n",
+    "df_liste_prix_mensuel_region.tail(3)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7fae17f3-2188-486d-99f4-fe2140488168",
+   "metadata": {},
+   "source": [
+    "## Conversion JSON en CSV"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "238df7cb-b1bb-41f3-a447-05c625c46bc8",
+   "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 th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>annee</th>\n",
+       "      <th>prix_moyen</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>count</th>\n",
+       "      <td>32786.000000</td>\n",
+       "      <td>21089.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>mean</th>\n",
+       "      <td>2016.101507</td>\n",
+       "      <td>1.236566</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>std</th>\n",
+       "      <td>4.662337</td>\n",
+       "      <td>0.340319</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>min</th>\n",
+       "      <td>2007.000000</td>\n",
+       "      <td>0.605400</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25%</th>\n",
+       "      <td>2012.000000</td>\n",
+       "      <td>0.891460</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50%</th>\n",
+       "      <td>2017.000000</td>\n",
+       "      <td>1.311400</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75%</th>\n",
+       "      <td>2020.000000</td>\n",
+       "      <td>1.501820</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>max</th>\n",
+       "      <td>2023.000000</td>\n",
+       "      <td>2.270000</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "              annee    prix_moyen\n",
+       "count  32786.000000  21089.000000\n",
+       "mean    2016.101507      1.236566\n",
+       "std        4.662337      0.340319\n",
+       "min     2007.000000      0.605400\n",
+       "25%     2012.000000      0.891460\n",
+       "50%     2017.000000      1.311400\n",
+       "75%     2020.000000      1.501820\n",
+       "max     2023.000000      2.270000"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "with open(\"liste_prix_mensuel_region.json\", \"r\") as file:\n",
+    "    liste_prix_mensuel_region = json.load(file)\n",
+    "df_prix_region_litre = pd.DataFrame(liste_prix_mensuel_region)\n",
+    "\n",
+    "def fix_prix(row):\n",
+    "    # Avant 2022 les prix sont en millième de centime\n",
+    "    if row[\"prix_moyen\"] > 500:\n",
+    "        row[\"prix_moyen\"] = row[\"prix_moyen\"] / 1000\n",
+    "    return row\n",
+    "\n",
+    "df_liste_prix_mensuel_region = df_prix_region_litre.apply(fix_prix, axis=1)\n",
+    "df_liste_prix_mensuel_region.describe()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "428ffee1-3ef4-4738-a447-7e5958435042",
+   "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 th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>region</th>\n",
+       "      <th>carburant</th>\n",
+       "      <th>annee</th>\n",
+       "      <th>mois</th>\n",
+       "      <th>prix_moyen</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>82</td>\n",
+       "      <td>Gazole</td>\n",
+       "      <td>2007</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1.02041</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>82</td>\n",
+       "      <td>Gazole</td>\n",
+       "      <td>2007</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1.02661</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>82</td>\n",
+       "      <td>Gazole</td>\n",
+       "      <td>2007</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1.04285</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>82</td>\n",
+       "      <td>Gazole</td>\n",
+       "      <td>2007</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1.07066</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>82</td>\n",
+       "      <td>Gazole</td>\n",
+       "      <td>2007</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1.07774</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32781</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1.01000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32782</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>10</td>\n",
+       "      <td>0.99000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32783</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>11</td>\n",
+       "      <td>0.99000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32784</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>12</td>\n",
+       "      <td>0.99000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32785</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>moyenne</td>\n",
+       "      <td>1.00000</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>32786 rows × 5 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      region carburant  annee     mois  prix_moyen\n",
+       "0         82    Gazole   2007        1     1.02041\n",
+       "1         82    Gazole   2007        2     1.02661\n",
+       "2         82    Gazole   2007        3     1.04285\n",
+       "3         82    Gazole   2007        4     1.07066\n",
+       "4         82    Gazole   2007        5     1.07774\n",
+       "...      ...       ...    ...      ...         ...\n",
+       "32781     75      GPLc   2023        5     1.01000\n",
+       "32782     75      GPLc   2023       10     0.99000\n",
+       "32783     75      GPLc   2023       11     0.99000\n",
+       "32784     75      GPLc   2023       12     0.99000\n",
+       "32785     75      GPLc   2023  moyenne     1.00000\n",
+       "\n",
+       "[32786 rows x 5 columns]"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_liste_prix_mensuel_region"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "130286e7-c44c-4dbc-b5d7-fb80c831f6a6",
+   "metadata": {},
+   "source": [
+    "Liste des régions en 2022 :\n",
+    "```\n",
+    "REG\tNCC\n",
+    "1\tGUADELOUPE\n",
+    "2\tMARTINIQUE\n",
+    "3\tGUYANE\n",
+    "4\tLA REUNION\n",
+    "6\tMAYOTTE\n",
+    "11\tILE DE FRANCE\n",
+    "24\tCENTRE VAL DE LOIRE\n",
+    "27\tBOURGOGNE FRANCHE COMTE\n",
+    "28\tNORMANDIE\n",
+    "32\tHAUTS DE FRANCE\n",
+    "44\tGRAND EST\n",
+    "52\tPAYS DE LA LOIRE\n",
+    "53\tBRETAGNE\n",
+    "75\tNOUVELLE AQUITAINE\n",
+    "76\tOCCITANIE\n",
+    "84\tAUVERGNE RHONE ALPES\n",
+    "93\tPROVENCE ALPES COTE D AZUR\n",
+    "94\tCORSE\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "3985c3d7-f4d0-43b9-a9db-394cd83534ea",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "En 2015 il manque 1 région : ['02']\n",
+      "En 2016 il manque 17 région : ['82' '22' '83' '73' '21' '91' '25' '54' '74' '26' '72' '43' '23' '31'\n",
+      " '41' '42' '02']\n",
+      "En 2017 il manque 17 région : ['82' '22' '83' '73' '21' '91' '25' '54' '74' '26' '72' '43' '23' '31'\n",
+      " '41' '42' '02']\n",
+      "En 2018 il manque 18 région : ['82' '22' '83' '73' '21' '91' '25' '54' '74' '26' '72' '43' '23' '31'\n",
+      " '41' '42' '02' '04']\n",
+      "En 2019 il manque 18 région : ['82' '22' '83' '73' '21' '91' '25' '54' '74' '26' '72' '43' '23' '31'\n",
+      " '41' '42' '02' '04']\n",
+      "En 2020 il manque 18 région : ['82' '22' '83' '73' '21' '91' '25' '54' '74' '26' '72' '43' '23' '31'\n",
+      " '41' '42' '02' '04']\n",
+      "En 2021 il manque 18 région : ['82' '22' '83' '73' '21' '91' '25' '54' '74' '26' '72' '43' '23' '31'\n",
+      " '41' '42' '02' '04']\n",
+      "En 2022 il manque 18 région : ['82' '22' '83' '73' '21' '91' '25' '54' '74' '26' '72' '43' '23' '31'\n",
+      " '41' '42' '02' '04']\n",
+      "En 2023 il manque 18 région : ['82' '22' '83' '73' '21' '91' '25' '54' '74' '26' '72' '43' '23' '31'\n",
+      " '41' '42' '02' '04']\n"
+     ]
+    }
+   ],
+   "source": [
+    "for year in range(START_DATE,END_DATE+1):\n",
+    "    df = df_liste_prix_mensuel_region.query(\"carburant=='Gazole' and annee==@year and mois=='moyenne' and prix_moyen!=prix_moyen\")\n",
+    "    missing_dep = len(df)\n",
+    "    if missing_dep > 0:\n",
+    "        print(f\"En {year} il manque {missing_dep} région : {df.region.values}\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "8a712431-90ff-42bb-9449-3f89bbaf2a15",
+   "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 th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>region</th>\n",
+       "      <th>carburant</th>\n",
+       "      <th>annee</th>\n",
+       "      <th>mois</th>\n",
+       "      <th>prix_moyen_by_litre</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>30261</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>10</td>\n",
+       "      <td>0.99</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30262</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>11</td>\n",
+       "      <td>0.99</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30263</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>12</td>\n",
+       "      <td>0.99</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      region carburant  annee mois  prix_moyen_by_litre\n",
+       "30261     75      GPLc   2023   10                 0.99\n",
+       "30262     75      GPLc   2023   11                 0.99\n",
+       "30263     75      GPLc   2023   12                 0.99"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "#créer la dataframe \"prix_mensuel_carburants_par_regions_litre.csv\"\n",
-    "df = pd.DataFrame.from_dict(liste_prix_mensuel)\n",
-    "indexNames = df[ df['mois'] == 'moyenne' ].index\n",
-    "df.drop(indexNames , inplace=True)\n",
-    "df.reset_index(drop = True, inplace = True)\n",
-    "df['prix_moyen'] = round(df['prix_moyen'] * 0.001,2)\n",
-    "df.rename(columns = {'prix_moyen':'prix_moyen_by_litre'}, inplace = True)\n",
-    "df.to_csv(r'prix_mensuel_carburants_par_regions_litre.csv', index = False, header=True)"
+    "indexNames = df_liste_prix_mensuel_region[ df_liste_prix_mensuel_region['mois'] == 'moyenne' ].index\n",
+    "df_prix_mensuel_carburants_par_regions_litre = df_liste_prix_mensuel_region.copy().drop(indexNames)\n",
+    "df_prix_mensuel_carburants_par_regions_litre.reset_index(drop = True, inplace = True)\n",
+    "df_prix_mensuel_carburants_par_regions_litre['prix_moyen'] = round(df_prix_mensuel_carburants_par_regions_litre['prix_moyen'] * 1,2)\n",
+    "df_prix_mensuel_carburants_par_regions_litre.rename(columns = {'prix_moyen':'prix_moyen_by_litre'}, inplace = True)\n",
+    "df_prix_mensuel_carburants_par_regions_litre.to_csv(r'prix_mensuel_carburants_par_regions_litre.csv', index = False, header=True)\n",
+    "df_prix_mensuel_carburants_par_regions_litre.head(3)\n",
+    "df_prix_mensuel_carburants_par_regions_litre.tail(3)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 72,
+   "execution_count": 8,
    "id": "0803570e-3b2c-4f0d-bc8b-aa34a3f6dfa6",
-   "metadata": {},
-   "outputs": [],
+   "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 th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <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_litre</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>2519</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2021</td>\n",
+       "      <td>0.87</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2520</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2022</td>\n",
+       "      <td>0.86</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2521</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>1.00</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     region carburant  annee  prix_moyen_par_litre\n",
+       "2519     75      GPLc   2021                  0.87\n",
+       "2520     75      GPLc   2022                  0.86\n",
+       "2521     75      GPLc   2023                  1.00"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "#créer la dataframe \"prix_annuel_carburants_par_regions_litre.csv\"\n",
-    "df = pd.DataFrame.from_dict(liste_prix_mensuel)\n",
-    "indexNames = df[ df['mois'] != 'moyenne' ].index\n",
-    "df.drop(indexNames , inplace=True)\n",
-    "df.reset_index(drop = True, inplace = True)\n",
-    "df.drop(columns=['mois'],inplace=True)\n",
-    "df['prix_moyen'] = round(df['prix_moyen'] * 0.001,2)\n",
-    "df.rename(columns = {'prix_moyen':'prix_moyen_par_litre'}, inplace = True)\n",
-    "df.to_csv(r'prix_annuel_carburants_par_regions_litre.csv', index = False, header=True)"
+    "\n",
+    "indexNames = df_liste_prix_mensuel_region[ df_liste_prix_mensuel_region['mois'] != 'moyenne' ].index\n",
+    "df_prix_annuel_carburants_par_regions_litre = df_liste_prix_mensuel_region.copy().drop(indexNames , inplace=False)\n",
+    "df_prix_annuel_carburants_par_regions_litre.reset_index(drop = True, inplace = True)\n",
+    "df_prix_annuel_carburants_par_regions_litre.drop(columns=['mois'],inplace=True)\n",
+    "df_prix_annuel_carburants_par_regions_litre['prix_moyen'] = round(df_prix_annuel_carburants_par_regions_litre['prix_moyen'] * 1,2)\n",
+    "df_prix_annuel_carburants_par_regions_litre.rename(columns = {'prix_moyen':'prix_moyen_par_litre'}, inplace = True)\n",
+    "df_prix_annuel_carburants_par_regions_litre.to_csv(r'prix_annuel_carburants_par_regions_litre.csv', index = False, header=True)\n",
+    "df_prix_annuel_carburants_par_regions_litre.tail(3)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 73,
+   "execution_count": 9,
    "id": "c48fc388-00cb-4c5d-a373-29be65b2559e",
-   "metadata": {},
-   "outputs": [],
+   "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 th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>region</th>\n",
+       "      <th>carburant</th>\n",
+       "      <th>annee</th>\n",
+       "      <th>mois</th>\n",
+       "      <th>prix_moyen_par_hectolitre</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>30261</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>10</td>\n",
+       "      <td>99.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30262</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>11</td>\n",
+       "      <td>99.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30263</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>12</td>\n",
+       "      <td>99.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      region carburant  annee mois  prix_moyen_par_hectolitre\n",
+       "30261     75      GPLc   2023   10                       99.0\n",
+       "30262     75      GPLc   2023   11                       99.0\n",
+       "30263     75      GPLc   2023   12                       99.0"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "#créer la dataframe \"prix_mensuel_carburants_par_regions_hectolitre.csv\"\n",
-    "df = pd.DataFrame.from_dict(liste_prix_mensuel)\n",
-    "indexNames = df[ df['mois'] == 'moyenne' ].index\n",
-    "df.drop(indexNames , inplace=True)\n",
-    "df.reset_index(drop = True, inplace = True)\n",
-    "df['prix_moyen'] = round(df['prix_moyen'] * 0.1,2)\n",
-    "df.rename(columns = {'prix_moyen':'prix_moyen_par_hectolitre'}, inplace = True)\n",
-    "df.to_csv(r'prix_mensuel_carburants_par_regions_hectolitre.csv', index = False, header=True)"
+    "indexNames = df_liste_prix_mensuel_region[ df_liste_prix_mensuel_region['mois'] == 'moyenne' ].index\n",
+    "df_prix_mensuel_carburants_par_regions_hectolitre = df_liste_prix_mensuel_region.copy().drop(indexNames)\n",
+    "df_prix_mensuel_carburants_par_regions_hectolitre.reset_index(drop = True, inplace = True)\n",
+    "df_prix_mensuel_carburants_par_regions_hectolitre['prix_moyen'] = round(df_prix_mensuel_carburants_par_regions_hectolitre['prix_moyen'] * 100,2)\n",
+    "df_prix_mensuel_carburants_par_regions_hectolitre.rename(columns = {'prix_moyen':'prix_moyen_par_hectolitre'}, inplace = True)\n",
+    "df_prix_mensuel_carburants_par_regions_hectolitre.to_csv(r'prix_mensuel_carburants_par_regions_hectolitre.csv', index = False, header=True)\n",
+    "df_prix_mensuel_carburants_par_regions_hectolitre.tail(3)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 74,
+   "execution_count": 10,
    "id": "6d54c6f0-0d79-4292-b13b-f1ada4a621a6",
-   "metadata": {},
-   "outputs": [],
+   "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 th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <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",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>2519</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2021</td>\n",
+       "      <td>87.1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2520</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2022</td>\n",
+       "      <td>86.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2521</th>\n",
+       "      <td>75</td>\n",
+       "      <td>GPLc</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>100.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     region carburant  annee  prix_moyen_par_hectolitre\n",
+       "2519     75      GPLc   2021                       87.1\n",
+       "2520     75      GPLc   2022                       86.0\n",
+       "2521     75      GPLc   2023                      100.0"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "#créer la dataframe \"prix_annuel_carburants_par_regions_hectolitre.csv\"\n",
-    "df = pd.DataFrame.from_dict(liste_prix_mensuel)\n",
-    "indexNames = df[ df['mois'] != 'moyenne' ].index\n",
-    "df.drop(indexNames , inplace=True)\n",
-    "df.reset_index(drop = True, inplace = True)\n",
-    "df.drop(columns=['mois'],inplace=True)\n",
-    "df['prix_moyen'] = round(df['prix_moyen'] * 0.1,2)\n",
-    "df.rename(columns = {'prix_moyen':'prix_moyen_par_hectolitre'}, inplace = True)\n",
-    "df.to_csv(r'prix_annuel_carburants_par_regions_hectolitre.csv', index = False, header=True)"
+    "indexNames = df_liste_prix_mensuel_region[ df_liste_prix_mensuel_region['mois'] != 'moyenne' ].index\n",
+    "prix_annuel_carburants_par_regions_hectolitre = df_liste_prix_mensuel_region.copy().drop(indexNames)\n",
+    "prix_annuel_carburants_par_regions_hectolitre.reset_index(drop = True, inplace = True)\n",
+    "prix_annuel_carburants_par_regions_hectolitre.drop(columns=['mois'],inplace=True)\n",
+    "prix_annuel_carburants_par_regions_hectolitre['prix_moyen'] = round(prix_annuel_carburants_par_regions_hectolitre['prix_moyen'] * 100,2)\n",
+    "prix_annuel_carburants_par_regions_hectolitre.rename(columns = {'prix_moyen':'prix_moyen_par_hectolitre'}, inplace = True)\n",
+    "prix_annuel_carburants_par_regions_hectolitre.to_csv(r'prix_annuel_carburants_par_regions_hectolitre.csv', index = False, header=True)\n",
+    "prix_annuel_carburants_par_regions_hectolitre.tail(3)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 52,
+   "execution_count": 11,
    "id": "9d0cc5e4-1054-4efc-aa17-b23b0a46b2e0",
-   "metadata": {},
-   "outputs": [],
+   "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 th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>carburant</th>\n",
+       "      <th>annee</th>\n",
+       "      <th>prix_moyen_par_litre</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>91</th>\n",
+       "      <td>SP98</td>\n",
+       "      <td>2021</td>\n",
+       "      <td>1.621</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92</th>\n",
+       "      <td>SP98</td>\n",
+       "      <td>2022</td>\n",
+       "      <td>1.856</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93</th>\n",
+       "      <td>SP98</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>1.972</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   carburant  annee  prix_moyen_par_litre\n",
+       "91      SP98   2021                 1.621\n",
+       "92      SP98   2022                 1.856\n",
+       "93      SP98   2023                 1.972"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "#agrege les prix au niveau national, pour pouvoir les verifier par rapport aux données de l'INSEE, et voir si il y a une coeherence.\n",
     "df_ann = pd.read_csv(\"prix_annuel_carburants_par_regions_litre.csv\", sep=\",\")\n",
     "df_ann = df_ann.groupby(['carburant','annee'])[['prix_moyen_par_litre']].mean().reset_index().round(3)\n",
-    "df_ann.to_csv(r'prix_par_carburant_annee.csv',index = False, header=True)"
+    "df_ann.to_csv(r'prix_par_carburant_annee.csv',index = False, header=True)\n",
+    "df_ann.tail(3)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 12,
    "id": "11c180d5-6c67-4a13-8b75-7f13dfd80712",
-   "metadata": {},
-   "outputs": [],
+   "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 th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>carburant</th>\n",
+       "      <th>annee</th>\n",
+       "      <th>mois</th>\n",
+       "      <th>prix_moyen_by_litre</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>1125</th>\n",
+       "      <td>SP98</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1.991</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1126</th>\n",
+       "      <td>SP98</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1.991</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1127</th>\n",
+       "      <td>SP98</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1.991</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     carburant  annee  mois  prix_moyen_by_litre\n",
+       "1125      SP98   2023    10                1.991\n",
+       "1126      SP98   2023    11                1.991\n",
+       "1127      SP98   2023    12                1.991"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "#agrege les prix au niveau national, pour pouvoir les verifier par rapport aux données de l'INSEE, et voir si il y a une coeherence.\n",
     "df_mens = pd.read_csv(\"prix_mensuel_carburants_par_regions_litre.csv\", sep=\",\")\n",
     "df_mens = df_mens.groupby(['carburant','annee','mois'])[['prix_moyen_by_litre']].mean().reset_index().round(3)\n",
-    "df_mens.to_csv(r'prix_par_carburant_mois.csv',index = False, header=True)"
+    "df_mens.to_csv(r'prix_par_carburant_mois.csv',index = False, header=True)\n",
+    "df_mens.tail(3)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "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 th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>carburant</th>\n",
+       "      <th>annee</th>\n",
+       "      <th>prix_moyen_par_hectolitre</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>81</th>\n",
+       "      <td>SP98</td>\n",
+       "      <td>2021</td>\n",
+       "      <td>162.08</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87</th>\n",
+       "      <td>SP98</td>\n",
+       "      <td>2022</td>\n",
+       "      <td>185.62</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93</th>\n",
+       "      <td>SP98</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>197.23</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   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": 39,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Création de prix_par_carburant_annee_hectolitre.csv\n",
+    "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",
+    "# 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",
+    "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)"
    ]
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "indirect-taxation-kernel",
+   "display_name": "prix-carburant",
    "language": "python",
-   "name": "indirect-taxation-kernel"
+   "name": "prix-carburant"
   },
   "language_info": {
    "codemirror_mode": {
@@ -446,7 +2356,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.10"
+   "version": "3.9.2"
   }
  },
  "nbformat": 4,
diff --git a/notebook_gouv/prix_mensuel_carburants_par_regions_hectolitre.csv b/notebook_gouv/prix_mensuel_carburants_par_regions_hectolitre.csv
index b6d27273a440ea27e4e2666b3249383ca14f32c7..ee1fb7fbded7b8e14bf9416f39744fe3643c0130 100644
--- a/notebook_gouv/prix_mensuel_carburants_par_regions_hectolitre.csv
+++ b/notebook_gouv/prix_mensuel_carburants_par_regions_hectolitre.csv
@@ -22,7 +22,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 82,Gazole,2008,9,132.21
 82,Gazole,2008,10,123.74
 82,Gazole,2008,11,113.55
-82,Gazole,2008,12,102.93
+82,Gazole,2008,12,102.92
 82,Gazole,2009,1,99.73
 82,Gazole,2009,2,98.34
 82,Gazole,2009,3,95.81
@@ -56,7 +56,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 82,Gazole,2011,7,134.26
 82,Gazole,2011,8,133.45
 82,Gazole,2011,9,134.68
-82,Gazole,2011,10,135.34
+82,Gazole,2011,10,135.33
 82,Gazole,2011,11,138.5
 82,Gazole,2011,12,138.75
 82,Gazole,2012,1,141.19
@@ -179,8 +179,32 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 82,Gazole,2021,10,
 82,Gazole,2021,11,
 82,Gazole,2021,12,
+82,Gazole,2022,1,
+82,Gazole,2022,2,
+82,Gazole,2022,3,
+82,Gazole,2022,4,
+82,Gazole,2022,5,
+82,Gazole,2022,6,
+82,Gazole,2022,7,
+82,Gazole,2022,8,
+82,Gazole,2022,9,
+82,Gazole,2022,10,
+82,Gazole,2022,11,
+82,Gazole,2022,12,
+82,Gazole,2023,1,
+82,Gazole,2023,2,
+82,Gazole,2023,3,
+82,Gazole,2023,4,
+82,Gazole,2023,5,
+82,Gazole,2023,6,
+82,Gazole,2023,7,
+82,Gazole,2023,8,
+82,Gazole,2023,9,
+82,Gazole,2023,10,
+82,Gazole,2023,11,
+82,Gazole,2023,12,
 82,SP95,2007,1,117.83
-82,SP95,2007,2,118.97
+82,SP95,2007,2,118.96
 82,SP95,2007,3,123.96
 82,SP95,2007,4,128.37
 82,SP95,2007,5,132.26
@@ -202,11 +226,11 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 82,SP95,2008,9,143.54
 82,SP95,2008,10,133.69
 82,SP95,2008,11,120.88
-82,SP95,2008,12,112.54
+82,SP95,2008,12,112.53
 82,SP95,2009,1,112.61
 82,SP95,2009,2,116.34
 82,SP95,2009,3,116.23
-82,SP95,2009,4,118.93
+82,SP95,2009,4,118.92
 82,SP95,2009,5,122.15
 82,SP95,2009,6,127.93
 82,SP95,2009,7,125.42
@@ -280,11 +304,11 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 82,SP95,2015,3,141.76
 82,SP95,2015,4,142.7
 82,SP95,2015,5,145.5
-82,SP95,2015,6,146.04
+82,SP95,2015,6,146.03
 82,SP95,2015,7,145.03
 82,SP95,2015,8,138.98
 82,SP95,2015,9,133.3
-82,SP95,2015,10,132.54
+82,SP95,2015,10,132.53
 82,SP95,2015,11,132.2
 82,SP95,2015,12,130.96
 82,SP95,2016,1,
@@ -359,6 +383,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 82,SP95,2021,10,
 82,SP95,2021,11,
 82,SP95,2021,12,
+82,SP95,2022,1,
+82,SP95,2022,2,
+82,SP95,2022,3,
+82,SP95,2022,4,
+82,SP95,2022,5,
+82,SP95,2022,6,
+82,SP95,2022,7,
+82,SP95,2022,8,
+82,SP95,2022,9,
+82,SP95,2022,10,
+82,SP95,2022,11,
+82,SP95,2022,12,
+82,SP95,2023,1,
+82,SP95,2023,2,
+82,SP95,2023,3,
+82,SP95,2023,4,
+82,SP95,2023,5,
+82,SP95,2023,6,
+82,SP95,2023,7,
+82,SP95,2023,8,
+82,SP95,2023,9,
+82,SP95,2023,10,
+82,SP95,2023,11,
+82,SP95,2023,12,
 82,GPLc,2007,12,73.85
 82,GPLc,2007,11,73.95
 82,GPLc,2007,1,
@@ -539,6 +587,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 82,GPLc,2021,10,
 82,GPLc,2021,11,
 82,GPLc,2021,12,
+82,GPLc,2022,1,
+82,GPLc,2022,2,
+82,GPLc,2022,3,
+82,GPLc,2022,4,
+82,GPLc,2022,5,
+82,GPLc,2022,6,
+82,GPLc,2022,7,
+82,GPLc,2022,8,
+82,GPLc,2022,9,
+82,GPLc,2022,10,
+82,GPLc,2022,11,
+82,GPLc,2022,12,
+82,GPLc,2023,1,
+82,GPLc,2023,2,
+82,GPLc,2023,3,
+82,GPLc,2023,4,
+82,GPLc,2023,5,
+82,GPLc,2023,6,
+82,GPLc,2023,7,
+82,GPLc,2023,8,
+82,GPLc,2023,9,
+82,GPLc,2023,10,
+82,GPLc,2023,11,
+82,GPLc,2023,12,
 82,E85,2007,7,82.86
 82,E85,2007,9,82.5
 82,E85,2007,10,82.63
@@ -569,7 +641,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 82,E85,2009,11,107.09
 82,E85,2009,12,108.12
 82,E85,2009,3,87.08
-82,E85,2009,9,104.43
+82,E85,2009,9,104.42
 82,E85,2009,6,88.39
 82,E85,2009,1,83.54
 82,E85,2009,4,88.5
@@ -719,10 +791,34 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 82,E85,2021,10,
 82,E85,2021,11,
 82,E85,2021,12,
+82,E85,2022,1,
+82,E85,2022,2,
+82,E85,2022,3,
+82,E85,2022,4,
+82,E85,2022,5,
+82,E85,2022,6,
+82,E85,2022,7,
+82,E85,2022,8,
+82,E85,2022,9,
+82,E85,2022,10,
+82,E85,2022,11,
+82,E85,2022,12,
+82,E85,2023,1,
+82,E85,2023,2,
+82,E85,2023,3,
+82,E85,2023,4,
+82,E85,2023,5,
+82,E85,2023,6,
+82,E85,2023,7,
+82,E85,2023,8,
+82,E85,2023,9,
+82,E85,2023,10,
+82,E85,2023,11,
+82,E85,2023,12,
 82,E10,2009,4,116.45
 82,E10,2009,5,121.23
 82,E10,2009,6,126.71
-82,E10,2009,7,124.27
+82,E10,2009,7,124.26
 82,E10,2009,8,126.01
 82,E10,2009,9,123.76
 82,E10,2009,10,123.04
@@ -792,7 +888,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 82,E10,2014,4,152.69
 82,E10,2014,5,152.89
 82,E10,2015,2,135.14
-82,E10,2015,1,130.4
+82,E10,2015,1,130.39
 82,E10,2015,3,140.35
 82,E10,2015,4,141.49
 82,E10,2015,6,144.83
@@ -875,6 +971,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 82,E10,2021,10,
 82,E10,2021,11,
 82,E10,2021,12,
+82,E10,2022,1,
+82,E10,2022,2,
+82,E10,2022,3,
+82,E10,2022,4,
+82,E10,2022,5,
+82,E10,2022,6,
+82,E10,2022,7,
+82,E10,2022,8,
+82,E10,2022,9,
+82,E10,2022,10,
+82,E10,2022,11,
+82,E10,2022,12,
+82,E10,2023,1,
+82,E10,2023,2,
+82,E10,2023,3,
+82,E10,2023,4,
+82,E10,2023,5,
+82,E10,2023,6,
+82,E10,2023,7,
+82,E10,2023,8,
+82,E10,2023,9,
+82,E10,2023,10,
+82,E10,2023,11,
+82,E10,2023,12,
 82,SP98,2013,6,158.41
 82,SP98,2013,7,160.65
 82,SP98,2013,8,161.07
@@ -983,6 +1103,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 82,SP98,2021,10,
 82,SP98,2021,11,
 82,SP98,2021,12,
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 22,Gazole,2007,1,101.71
 22,Gazole,2007,2,102.3
 22,Gazole,2007,4,106.08
@@ -1078,7 +1222,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 22,Gazole,2014,10,127.7
 22,Gazole,2014,11,124.94
 22,Gazole,2014,12,115.81
-22,Gazole,2014,5,132.34
+22,Gazole,2014,5,132.33
 22,Gazole,2015,1,113.01
 22,Gazole,2015,2,118.95
 22,Gazole,2015,3,122.2
@@ -1090,7 +1234,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 22,Gazole,2015,9,111.94
 22,Gazole,2015,10,111.63
 22,Gazole,2015,11,111.22
-22,Gazole,2015,12,104.46
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 22,Gazole,2016,1,
 22,Gazole,2016,2,
 22,Gazole,2016,3,
@@ -1163,6 +1307,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 22,Gazole,2021,10,
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 22,Gazole,2021,12,
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 22,SP95,2007,1,118.67
 22,SP95,2007,4,129.09
 22,SP95,2007,5,133.14
@@ -1199,12 +1367,12 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 22,SP95,2009,10,122.72
 22,SP95,2009,11,125.22
 22,SP95,2009,12,124.64
-22,SP95,2010,1,129.83
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 22,SP95,2010,2,131.17
 22,SP95,2010,3,135.28
 22,SP95,2010,4,137.16
 22,SP95,2010,5,137.12
-22,SP95,2010,6,136.05
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 22,SP95,2010,7,133.71
 22,SP95,2010,8,133.34
 22,SP95,2010,9,133.16
@@ -1343,6 +1511,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 22,SP95,2021,10,
 22,SP95,2021,11,
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 22,E85,2007,3,79.3
 22,E85,2007,5,79.59
 22,E85,2007,7,83.01
@@ -1523,6 +1715,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 22,E85,2021,10,
 22,E85,2021,11,
 22,E85,2021,12,
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 22,GPLc,2007,11,74.51
 22,GPLc,2007,12,72.68
 22,GPLc,2007,1,
@@ -1703,6 +1919,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 22,GPLc,2021,10,
 22,GPLc,2021,11,
 22,GPLc,2021,12,
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 22,E10,2009,5,122.69
 22,E10,2009,6,129.47
 22,E10,2009,7,125.96
@@ -1710,7 +1950,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 22,E10,2009,9,126.46
 22,E10,2009,10,125.53
 22,E10,2009,11,127.58
-22,E10,2009,12,127.36
+22,E10,2009,12,127.35
 22,E10,2009,4,118.71
 22,E10,2009,1,
 22,E10,2009,2,
@@ -1859,8 +2099,32 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 22,E10,2021,10,
 22,E10,2021,11,
 22,E10,2021,12,
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 22,SP98,2013,7,161.0
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 22,SP98,2013,9,160.94
 22,SP98,2013,10,155.95
 22,SP98,2013,11,154.83
@@ -1967,6 +2231,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 22,SP98,2021,10,
 22,SP98,2021,11,
 22,SP98,2021,12,
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 83,Gazole,2007,1,103.09
 83,Gazole,2007,2,104.0
 83,Gazole,2007,3,105.73
@@ -2147,8 +2435,32 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 83,Gazole,2021,10,
 83,Gazole,2021,11,
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 83,SP95,2007,1,119.46
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 83,SP95,2007,3,125.33
 83,SP95,2007,4,129.8
 83,SP95,2007,5,133.71
@@ -2245,7 +2557,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 83,SP95,2014,12,140.64
 83,SP95,2015,1,131.98
 83,SP95,2015,2,136.58
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 83,SP95,2015,4,142.94
 83,SP95,2015,5,145.92
 83,SP95,2015,6,146.45
@@ -2327,6 +2639,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 83,SP95,2021,10,
 83,SP95,2021,11,
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 83,GPLc,2007,12,72.89
 83,GPLc,2007,11,71.58
 83,GPLc,2007,1,
@@ -2507,6 +2843,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 83,GPLc,2021,10,
 83,GPLc,2021,11,
 83,GPLc,2021,12,
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 83,E85,2007,9,84.0
 83,E85,2007,1,
 83,E85,2007,2,
@@ -2531,7 +2891,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 83,E85,2008,4,
 83,E85,2008,7,85.0
 83,E85,2008,10,85.0
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 83,E85,2009,11,106.54
 83,E85,2009,1,83.9
 83,E85,2009,4,80.83
@@ -2579,7 +2939,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 83,E85,2012,8,90.2
 83,E85,2012,10,79.65
 83,E85,2012,11,79.65
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 83,E85,2013,7,88.19
 83,E85,2013,2,89.96
 83,E85,2013,9,88.31
@@ -2598,7 +2958,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 83,E85,2014,6,81.51
 83,E85,2014,7,80.35
 83,E85,2014,8,77.48
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 83,E85,2014,12,81.19
 83,E85,2014,1,86.9
 83,E85,2014,10,75.58
@@ -2687,6 +3047,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
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 83,E10,2009,7,117.94
 83,E10,2009,8,122.68
 83,E10,2009,9,121.51
@@ -2843,13 +3227,37 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
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 83,SP98,2013,1,
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@@ -2951,6 +3359,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
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 93,Gazole,2007,1,102.85
 93,Gazole,2007,2,103.04
 93,Gazole,2007,3,104.72
@@ -2980,7 +3412,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,Gazole,2009,3,96.44
 93,Gazole,2009,4,98.8
 93,Gazole,2009,5,98.94
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 93,Gazole,2009,7,102.09
 93,Gazole,2009,8,105.05
 93,Gazole,2009,9,103.46
@@ -3081,10 +3513,10 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,Gazole,2017,8,122.58
 93,Gazole,2017,9,124.59
 93,Gazole,2017,10,126.79
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 93,Gazole,2018,1,142.12
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 93,Gazole,2018,3,140.21
 93,Gazole,2018,4,142.58
 93,Gazole,2018,5,147.63
@@ -3106,7 +3538,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,Gazole,2019,9,146.01
 93,Gazole,2019,10,146.77
 93,Gazole,2019,11,146.85
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 93,Gazole,2020,1,150.89
 93,Gazole,2020,2,144.45
 93,Gazole,2020,3,133.81
@@ -3120,7 +3552,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,Gazole,2020,11,124.62
 93,Gazole,2020,12,128.5
 93,Gazole,2021,1,132.78
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 93,Gazole,2021,3,141.0
 93,Gazole,2021,4,140.39
 93,Gazole,2021,5,141.57
@@ -3131,6 +3563,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,Gazole,2021,10,156.67
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+93,Gazole,2023,10,195.0
+93,Gazole,2023,11,195.0
+93,Gazole,2023,12,195.0
 93,SP95,2007,1,118.11
 93,SP95,2007,2,119.09
 93,SP95,2007,3,123.93
@@ -3154,7 +3610,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,SP95,2008,9,143.7
 93,SP95,2008,10,134.21
 93,SP95,2008,11,121.5
-93,SP95,2008,12,113.05
+93,SP95,2008,12,113.04
 93,SP95,2009,1,112.54
 93,SP95,2009,2,116.21
 93,SP95,2009,3,116.37
@@ -3197,7 +3653,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,SP95,2012,4,167.82
 93,SP95,2012,5,162.02
 93,SP95,2012,6,156.52
-93,SP95,2012,7,157.77
+93,SP95,2012,7,157.76
 93,SP95,2012,8,164.16
 93,SP95,2012,9,160.56
 93,SP95,2012,10,157.97
@@ -3206,7 +3662,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,SP95,2013,1,158.5
 93,SP95,2013,2,164.72
 93,SP95,2013,3,163.45
-93,SP95,2013,4,159.07
+93,SP95,2013,4,159.06
 93,SP95,2013,5,156.03
 93,SP95,2013,6,157.02
 93,SP95,2013,7,157.82
@@ -3215,7 +3671,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,SP95,2013,10,153.52
 93,SP95,2013,11,152.36
 93,SP95,2013,12,153.95
-93,SP95,2014,1,152.22
+93,SP95,2014,1,152.23
 93,SP95,2014,2,153.45
 93,SP95,2014,3,154.12
 93,SP95,2014,4,154.83
@@ -3311,6 +3767,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,SP95,2021,10,166.03
 93,SP95,2021,11,167.83
 93,SP95,2021,12,166.14
+93,SP95,2022,1,173.0
+93,SP95,2022,2,182.0
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+93,SP95,2022,12,174.0
+93,SP95,2023,1,189.0
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+93,SP95,2023,10,196.0
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+93,SP95,2023,12,196.0
 93,GPLc,2007,11,74.71
 93,GPLc,2007,12,73.73
 93,GPLc,2007,1,
@@ -3358,7 +3838,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,GPLc,2010,5,70.35
 93,GPLc,2010,1,69.52
 93,GPLc,2010,6,71.54
-93,GPLc,2010,7,73.09
+93,GPLc,2010,7,73.08
 93,GPLc,2011,1,80.57
 93,GPLc,2011,4,83.34
 93,GPLc,2011,6,84.52
@@ -3422,7 +3902,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,GPLc,2016,1,74.36
 93,GPLc,2016,3,72.14
 93,GPLc,2016,7,71.39
-93,GPLc,2016,11,71.48
+93,GPLc,2016,11,71.47
 93,GPLc,2016,6,71.58
 93,GPLc,2016,9,70.96
 93,GPLc,2016,4,71.42
@@ -3460,7 +3940,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,GPLc,2019,12,88.13
 93,GPLc,2019,5,87.57
 93,GPLc,2019,2,85.83
-93,GPLc,2019,3,85.93
+93,GPLc,2019,3,85.92
 93,GPLc,2019,4,86.49
 93,GPLc,2019,7,88.11
 93,GPLc,2019,9,88.02
@@ -3491,6 +3971,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,GPLc,2021,9,87.38
 93,GPLc,2021,11,89.83
 93,GPLc,2021,12,90.87
+93,GPLc,2022,1,91.0
+93,GPLc,2022,3,96.0
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+93,GPLc,2022,12,90.0
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+93,GPLc,2023,8,100.0
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+93,GPLc,2023,12,100.0
 93,E85,2007,12,82.63
 93,E85,2007,4,80.93
 93,E85,2007,8,82.38
@@ -3530,7 +4034,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,E85,2010,9,110.64
 93,E85,2010,4,100.52
 93,E85,2010,7,106.9
-93,E85,2010,8,108.55
+93,E85,2010,8,108.54
 93,E85,2010,2,98.28
 93,E85,2010,3,97.84
 93,E85,2010,6,103.96
@@ -3568,7 +4072,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,E85,2013,5,94.2
 93,E85,2013,7,94.21
 93,E85,2013,9,94.09
-93,E85,2013,10,93.22
+93,E85,2013,10,93.21
 93,E85,2013,11,92.72
 93,E85,2013,12,92.65
 93,E85,2013,2,94.85
@@ -3667,10 +4171,34 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,E85,2021,9,71.18
 93,E85,2021,2,69.11
 93,E85,2021,3,69.47
-93,E85,2021,4,69.79
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 93,E85,2021,7,70.66
 93,E85,2021,8,70.97
 93,E85,2021,12,73.56
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 93,E10,2009,11,126.44
 93,E10,2009,12,125.77
 93,E10,2009,7,124.82
@@ -3827,6 +4355,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,E10,2021,5,152.6
 93,E10,2021,6,153.72
 93,E10,2021,7,157.59
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 93,SP98,2013,6,159.02
 93,SP98,2013,7,161.78
 93,SP98,2013,8,162.28
@@ -3843,7 +4395,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,SP98,2014,2,157.93
 93,SP98,2014,3,158.53
 93,SP98,2014,4,159.1
-93,SP98,2014,5,159.57
+93,SP98,2014,5,159.56
 93,SP98,2014,6,160.21
 93,SP98,2014,7,160.9
 93,SP98,2014,8,158.84
@@ -3856,7 +4408,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,SP98,2015,3,146.31
 93,SP98,2015,4,147.73
 93,SP98,2015,5,150.79
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 93,SP98,2015,7,150.75
 93,SP98,2015,8,144.72
 93,SP98,2015,9,138.95
@@ -3903,7 +4455,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,SP98,2019,2,153.35
 93,SP98,2019,3,157.58
 93,SP98,2019,4,163.3
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 93,SP98,2019,6,160.17
 93,SP98,2019,7,160.32
 93,SP98,2019,8,158.11
@@ -3912,7 +4464,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,SP98,2019,11,158.84
 93,SP98,2019,12,161.22
 93,SP98,2020,1,162.46
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 93,SP98,2020,3,149.49
 93,SP98,2020,4,139.36
 93,SP98,2020,5,135.6
@@ -3935,6 +4487,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 93,SP98,2021,10,172.84
 93,SP98,2021,11,174.04
 93,SP98,2021,12,171.99
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 73,Gazole,2007,1,103.48
 73,Gazole,2007,2,103.69
 73,Gazole,2007,3,105.08
@@ -4115,6 +4691,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 73,Gazole,2021,10,
 73,Gazole,2021,11,
 73,Gazole,2021,12,
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 73,SP95,2007,1,119.87
 73,SP95,2007,2,120.6
 73,SP95,2007,3,124.99
@@ -4192,7 +4792,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 73,SP95,2013,3,164.18
 73,SP95,2013,4,159.96
 73,SP95,2013,5,157.04
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 73,SP95,2013,10,154.19
 73,SP95,2013,8,158.68
 73,SP95,2013,12,154.48
@@ -4218,7 +4818,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 73,SP95,2015,3,141.96
 73,SP95,2015,7,145.85
 73,SP95,2015,9,134.33
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 73,SP95,2015,12,131.69
 73,SP95,2015,1,131.42
 73,SP95,2015,11,133.13
@@ -4295,6 +4895,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 73,SP95,2021,10,
 73,SP95,2021,11,
 73,SP95,2021,12,
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 73,GPLc,2007,11,73.22
 73,GPLc,2007,12,72.24
 73,GPLc,2007,1,
@@ -4346,7 +4970,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 73,GPLc,2011,1,79.1
 73,GPLc,2011,2,78.93
 73,GPLc,2011,3,79.31
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 73,GPLc,2011,5,80.44
 73,GPLc,2011,6,81.3
 73,GPLc,2011,7,81.55
@@ -4394,7 +5018,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 73,GPLc,2015,1,81.38
 73,GPLc,2015,2,80.53
 73,GPLc,2015,3,80.38
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 73,GPLc,2015,5,81.68
 73,GPLc,2015,6,81.22
 73,GPLc,2015,7,79.28
@@ -4475,6 +5099,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 73,GPLc,2021,10,
 73,GPLc,2021,11,
 73,GPLc,2021,12,
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 73,E85,2007,12,85.14
 73,E85,2007,8,83.03
 73,E85,2007,9,84.02
@@ -4540,7 +5188,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 73,E85,2012,3,94.77
 73,E85,2012,5,94.12
 73,E85,2012,6,92.8
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 73,E85,2012,8,95.36
 73,E85,2012,9,95.04
 73,E85,2012,10,94.68
@@ -4655,6 +5303,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 73,E85,2021,10,
 73,E85,2021,11,
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 73,E10,2009,5,119.87
 73,E10,2009,6,125.41
 73,E10,2009,7,123.01
@@ -4672,7 +5344,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 73,E10,2010,3,132.95
 73,E10,2010,4,135.95
 73,E10,2010,5,137.04
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 73,E10,2010,7,134.43
 73,E10,2010,8,132.63
 73,E10,2010,9,132.45
@@ -4726,7 +5398,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 73,E10,2014,9,150.24
 73,E10,2014,10,148.24
 73,E10,2014,11,144.68
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 73,E10,2015,1,129.7
 73,E10,2015,2,134.67
 73,E10,2015,3,139.8
@@ -4811,13 +5483,37 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 73,E10,2021,10,
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 73,SP98,2013,1,
 73,SP98,2013,2,
 73,SP98,2013,3,
@@ -4831,7 +5527,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 73,SP98,2014,6,159.76
 73,SP98,2014,7,160.33
 73,SP98,2014,8,158.09
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 73,SP98,2014,10,154.95
 73,SP98,2014,11,151.51
 73,SP98,2014,12,143.96
@@ -4919,6 +5615,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 73,SP98,2021,10,
 73,SP98,2021,11,
 73,SP98,2021,12,
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 21,Gazole,2007,1,102.86
 21,Gazole,2007,2,102.98
 21,Gazole,2007,3,104.63
@@ -4961,7 +5681,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 21,Gazole,2010,4,116.92
 21,Gazole,2010,5,118.37
 21,Gazole,2010,6,117.78
-21,Gazole,2010,7,115.86
+21,Gazole,2010,7,115.85
 21,Gazole,2010,8,115.39
 21,Gazole,2010,9,116.0
 21,Gazole,2010,10,118.48
@@ -5099,6 +5819,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 21,Gazole,2021,10,
 21,Gazole,2021,11,
 21,Gazole,2021,12,
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 21,SP95,2007,1,118.83
 21,SP95,2007,2,119.68
 21,SP95,2007,3,124.79
@@ -5279,6 +6023,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 21,SP95,2021,10,
 21,SP95,2021,11,
 21,SP95,2021,12,
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 21,E85,2007,9,81.82
 21,E85,2007,10,81.14
 21,E85,2007,11,81.18
@@ -5337,7 +6105,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 21,E85,2011,8,87.98
 21,E85,2011,9,88.72
 21,E85,2011,10,88.81
-21,E85,2011,11,88.79
+21,E85,2011,11,88.78
 21,E85,2011,12,88.69
 21,E85,2012,1,89.58
 21,E85,2012,2,90.68
@@ -5378,7 +6146,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 21,E85,2015,1,80.83
 21,E85,2015,2,79.32
 21,E85,2015,3,78.3
-21,E85,2015,4,80.05
+21,E85,2015,4,80.04
 21,E85,2015,5,81.6
 21,E85,2015,6,81.15
 21,E85,2015,7,79.94
@@ -5459,6 +6227,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 21,E85,2021,10,
 21,E85,2021,11,
 21,E85,2021,12,
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+21,E85,2023,12,
 21,GPLc,2007,12,72.85
 21,GPLc,2007,11,71.27
 21,GPLc,2007,1,
@@ -5494,7 +6286,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 21,GPLc,2009,12,67.01
 21,GPLc,2009,7,62.8
 21,GPLc,2009,8,62.91
-21,GPLc,2009,9,64.36
+21,GPLc,2009,9,64.35
 21,GPLc,2010,1,69.04
 21,GPLc,2010,2,71.83
 21,GPLc,2010,3,72.77
@@ -5560,7 +6352,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 21,GPLc,2015,3,82.12
 21,GPLc,2015,4,81.71
 21,GPLc,2015,5,82.16
-21,GPLc,2015,6,81.43
+21,GPLc,2015,6,81.42
 21,GPLc,2015,8,80.4
 21,GPLc,2015,12,77.29
 21,GPLc,2015,7,80.37
@@ -5639,6 +6431,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 21,GPLc,2021,10,
 21,GPLc,2021,11,
 21,GPLc,2021,12,
+21,GPLc,2022,1,
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+21,GPLc,2023,12,
 21,E10,2009,12,127.05
 21,E10,2009,5,120.03
 21,E10,2009,6,127.25
@@ -5795,6 +6611,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 21,E10,2021,10,
 21,E10,2021,11,
 21,E10,2021,12,
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 21,SP98,2013,7,161.25
 21,SP98,2013,8,161.86
 21,SP98,2013,9,161.52
@@ -5903,16 +6743,40 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 21,SP98,2021,10,
 21,SP98,2021,11,
 21,SP98,2021,12,
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 91,Gazole,2007,1,102.64
 91,Gazole,2007,2,102.79
 91,Gazole,2007,3,104.45
 91,Gazole,2007,4,107.35
-91,Gazole,2007,5,108.0
+91,Gazole,2007,5,107.99
 91,Gazole,2007,6,109.0
 91,Gazole,2007,7,109.91
 91,Gazole,2007,8,109.95
 91,Gazole,2007,9,111.49
-91,Gazole,2007,10,112.97
+91,Gazole,2007,10,112.96
 91,Gazole,2007,11,121.06
 91,Gazole,2007,12,121.97
 91,Gazole,2008,1,121.08
@@ -5972,7 +6836,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 91,Gazole,2012,7,139.63
 91,Gazole,2012,8,145.49
 91,Gazole,2012,9,141.83
-91,Gazole,2012,10,140.96
+91,Gazole,2012,10,140.95
 91,Gazole,2012,11,138.59
 91,Gazole,2012,12,138.36
 91,Gazole,2013,1,139.85
@@ -6083,6 +6947,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 91,Gazole,2021,10,
 91,Gazole,2021,11,
 91,Gazole,2021,12,
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 91,SP95,2007,1,118.82
 91,SP95,2007,2,119.7
 91,SP95,2007,3,124.53
@@ -6164,7 +7052,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 91,SP95,2013,7,157.92
 91,SP95,2013,8,158.33
 91,SP95,2013,9,157.68
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+91,SP95,2013,10,153.65
 91,SP95,2013,11,152.43
 91,SP95,2013,12,153.81
 91,SP95,2014,1,152.73
@@ -6185,7 +7073,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 91,SP95,2015,4,142.93
 91,SP95,2015,5,145.81
 91,SP95,2015,6,146.41
-91,SP95,2015,7,145.3
+91,SP95,2015,7,145.29
 91,SP95,2015,8,139.15
 91,SP95,2015,9,133.92
 91,SP95,2015,10,133.12
@@ -6263,6 +7151,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 91,SP95,2021,10,
 91,SP95,2021,11,
 91,SP95,2021,12,
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 91,GPLc,2007,11,70.66
 91,GPLc,2007,12,73.18
 91,GPLc,2007,1,
@@ -6308,13 +7220,13 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 91,GPLc,2010,9,72.93
 91,GPLc,2010,10,73.85
 91,GPLc,2010,11,74.79
-91,GPLc,2010,12,77.56
+91,GPLc,2010,12,77.55
 91,GPLc,2010,3,68.0
 91,GPLc,2010,6,70.44
 91,GPLc,2011,1,81.68
 91,GPLc,2011,3,81.58
 91,GPLc,2011,5,82.78
-91,GPLc,2011,9,83.79
+91,GPLc,2011,9,83.78
 91,GPLc,2011,12,83.55
 91,GPLc,2011,4,81.33
 91,GPLc,2011,6,83.38
@@ -6443,6 +7355,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 91,GPLc,2021,10,
 91,GPLc,2021,11,
 91,GPLc,2021,12,
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 91,E85,2007,10,83.68
 91,E85,2007,6,81.39
 91,E85,2007,8,82.79
@@ -6506,7 +7442,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 91,E85,2012,1,91.26
 91,E85,2012,2,92.15
 91,E85,2012,3,92.15
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+91,E85,2012,4,92.14
 91,E85,2012,5,90.73
 91,E85,2012,6,90.4
 91,E85,2012,7,90.83
@@ -6623,6 +7559,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 91,E85,2021,10,
 91,E85,2021,11,
 91,E85,2021,12,
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 91,E10,2009,6,125.85
 91,E10,2009,7,124.01
 91,E10,2009,9,123.77
@@ -6674,10 +7634,10 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 91,E10,2013,1,155.36
 91,E10,2013,2,161.82
 91,E10,2013,3,160.52
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 91,E10,2013,5,153.35
 91,E10,2013,6,154.29
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+91,E10,2013,7,155.23
 91,E10,2013,8,155.57
 91,E10,2013,9,154.57
 91,E10,2013,10,150.53
@@ -6779,6 +7739,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 91,E10,2021,10,
 91,E10,2021,11,
 91,E10,2021,12,
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 91,SP98,2013,7,161.31
 91,SP98,2013,8,161.83
 91,SP98,2013,9,161.36
@@ -6887,9 +7871,33 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 91,SP98,2021,10,
 91,SP98,2021,11,
 91,SP98,2021,12,
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 24,Gazole,2007,10,112.98
 24,Gazole,2007,11,120.99
-24,Gazole,2007,12,121.17
+24,Gazole,2007,12,121.16
 24,Gazole,2007,1,102.17
 24,Gazole,2007,2,102.4
 24,Gazole,2007,3,103.97
@@ -6919,7 +7927,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 24,Gazole,2009,6,102.02
 24,Gazole,2009,7,100.54
 24,Gazole,2009,8,103.57
-24,Gazole,2009,9,101.86
+24,Gazole,2009,9,101.85
 24,Gazole,2009,10,102.72
 24,Gazole,2009,11,104.88
 24,Gazole,2009,12,104.13
@@ -6955,7 +7963,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 24,Gazole,2012,7,138.53
 24,Gazole,2012,8,144.55
 24,Gazole,2012,9,140.98
-24,Gazole,2012,10,141.08
+24,Gazole,2012,10,141.07
 24,Gazole,2012,11,138.95
 24,Gazole,2012,12,137.52
 24,Gazole,2012,3,145.77
@@ -6973,7 +7981,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 24,Gazole,2013,12,135.19
 24,Gazole,2014,1,133.83
 24,Gazole,2014,3,132.75
-24,Gazole,2014,4,132.43
+24,Gazole,2014,4,132.42
 24,Gazole,2014,5,132.31
 24,Gazole,2014,6,132.53
 24,Gazole,2014,7,131.94
@@ -7033,7 +8041,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 24,Gazole,2018,12,142.62
 24,Gazole,2019,1,140.3
 24,Gazole,2019,2,144.0
-24,Gazole,2019,3,146.71
+24,Gazole,2019,3,146.7
 24,Gazole,2019,4,147.88
 24,Gazole,2019,5,149.27
 24,Gazole,2019,6,143.92
@@ -7067,6 +8075,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 24,Gazole,2021,10,155.68
 24,Gazole,2021,11,157.06
 24,Gazole,2021,12,154.16
+24,Gazole,2022,1,163.0
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+24,Gazole,2023,3,184.0
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+24,Gazole,2023,12,195.0
 24,SP95,2007,10,130.2
 24,SP95,2007,11,135.69
 24,SP95,2007,1,118.9
@@ -7077,7 +8109,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 24,SP95,2007,6,133.26
 24,SP95,2007,7,132.93
 24,SP95,2007,8,129.8
-24,SP95,2007,9,130.21
+24,SP95,2007,9,130.2
 24,SP95,2007,12,135.03
 24,SP95,2008,1,136.53
 24,SP95,2008,2,136.49
@@ -7098,8 +8130,8 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 24,SP95,2009,7,124.3
 24,SP95,2009,8,127.24
 24,SP95,2009,9,124.68
-24,SP95,2009,10,123.67
-24,SP95,2009,11,126.27
+24,SP95,2009,10,123.66
+24,SP95,2009,11,126.26
 24,SP95,2009,2,115.16
 24,SP95,2009,3,115.21
 24,SP95,2009,12,125.62
@@ -7247,6 +8279,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 24,SP95,2021,10,165.6
 24,SP95,2021,11,168.17
 24,SP95,2021,12,164.57
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+24,SP95,2023,12,194.0
 24,GPLc,2007,11,73.37
 24,GPLc,2007,12,73.54
 24,GPLc,2007,1,
@@ -7266,7 +8322,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 24,GPLc,2008,12,75.02
 24,GPLc,2008,1,74.58
 24,GPLc,2008,2,74.84
-24,GPLc,2008,3,74.79
+24,GPLc,2008,3,74.78
 24,GPLc,2008,5,75.36
 24,GPLc,2008,8,78.61
 24,GPLc,2008,9,79.01
@@ -7283,7 +8339,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 24,GPLc,2009,11,68.9
 24,GPLc,2009,12,70.53
 24,GPLc,2009,1,70.6
-24,GPLc,2010,7,75.8
+24,GPLc,2010,7,75.81
 24,GPLc,2010,1,69.49
 24,GPLc,2010,2,71.57
 24,GPLc,2010,3,71.05
@@ -7356,7 +8412,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 24,GPLc,2015,11,78.19
 24,GPLc,2015,1,85.98
 24,GPLc,2016,9,73.86
-24,GPLc,2016,10,73.66
+24,GPLc,2016,10,73.65
 24,GPLc,2016,11,73.82
 24,GPLc,2016,12,74.33
 24,GPLc,2016,1,75.33
@@ -7427,6 +8483,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 24,GPLc,2021,10,90.36
 24,GPLc,2021,11,91.29
 24,GPLc,2021,12,92.15
+24,GPLc,2022,1,93.0
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+24,GPLc,2023,12,100.0
 24,E85,2007,6,80.22
 24,E85,2007,7,81.84
 24,E85,2007,8,81.7
@@ -7580,7 +8660,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 24,E85,2019,7,66.68
 24,E85,2019,8,67.18
 24,E85,2019,9,67.93
-24,E85,2019,10,67.85
+24,E85,2019,10,67.84
 24,E85,2019,11,68.55
 24,E85,2019,12,69.57
 24,E85,2020,1,65.82
@@ -7602,11 +8682,35 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 24,E85,2021,5,66.14
 24,E85,2021,6,66.36
 24,E85,2021,7,66.94
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 24,E85,2021,9,67.98
 24,E85,2021,10,70.19
 24,E85,2021,11,72.11
 24,E85,2021,12,72.27
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 24,E10,2009,9,123.53
 24,E10,2009,10,125.54
 24,E10,2009,11,128.68
@@ -7717,14 +8821,14 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 24,E10,2017,12,138.84
 24,E10,2018,1,145.68
 24,E10,2018,2,145.07
-24,E10,2018,3,143.96
+24,E10,2018,3,143.95
 24,E10,2018,4,147.44
 24,E10,2018,5,152.01
 24,E10,2018,6,153.12
 24,E10,2018,7,152.2
 24,E10,2018,8,153.02
 24,E10,2018,9,153.95
-24,E10,2018,10,154.11
+24,E10,2018,10,154.1
 24,E10,2018,11,146.67
 24,E10,2018,12,141.07
 24,E10,2019,8,149.09
@@ -7753,7 +8857,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 24,E10,2020,12,134.77
 24,E10,2021,1,139.28
 24,E10,2021,2,143.95
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 24,E10,2021,4,150.11
 24,E10,2021,5,150.97
 24,E10,2021,6,152.34
@@ -7763,11 +8867,35 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 24,E10,2021,10,163.36
 24,E10,2021,11,165.18
 24,E10,2021,12,160.88
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 24,SP98,2013,7,160.24
 24,SP98,2013,8,160.75
 24,SP98,2013,9,160.23
 24,SP98,2013,10,155.19
-24,SP98,2013,11,154.23
+24,SP98,2013,11,154.22
 24,SP98,2013,12,155.77
 24,SP98,2013,6,157.61
 24,SP98,2013,1,
@@ -7847,7 +8975,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 24,SP98,2019,10,156.49
 24,SP98,2019,11,157.33
 24,SP98,2019,12,158.37
-24,SP98,2020,1,159.83
+24,SP98,2020,1,159.82
 24,SP98,2020,2,155.62
 24,SP98,2020,3,145.89
 24,SP98,2020,4,134.72
@@ -7871,6 +8999,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 24,SP98,2021,10,172.01
 24,SP98,2021,11,174.53
 24,SP98,2021,12,170.26
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 25,Gazole,2007,1,101.33
 25,Gazole,2007,2,102.0
 25,Gazole,2007,3,103.9
@@ -7892,7 +9044,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 25,Gazole,2008,7,143.33
 25,Gazole,2008,8,134.26
 25,Gazole,2008,9,131.08
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 25,Gazole,2008,11,112.24
 25,Gazole,2008,12,100.38
 25,Gazole,2009,1,98.57
@@ -8051,6 +9203,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 25,Gazole,2021,10,
 25,Gazole,2021,11,
 25,Gazole,2021,12,
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 25,SP95,2007,1,117.8
 25,SP95,2007,2,119.37
 25,SP95,2007,3,124.48
@@ -8231,6 +9407,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 25,SP95,2021,10,
 25,SP95,2021,11,
 25,SP95,2021,12,
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 25,GPLc,2007,12,73.3
 25,GPLc,2007,11,73.85
 25,GPLc,2007,1,
@@ -8266,7 +9466,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 25,GPLc,2009,5,63.54
 25,GPLc,2009,8,65.63
 25,GPLc,2009,12,69.98
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+25,GPLc,2009,2,69.27
 25,GPLc,2010,1,69.3
 25,GPLc,2010,3,68.53
 25,GPLc,2010,5,71.33
@@ -8411,6 +9611,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 25,GPLc,2021,10,
 25,GPLc,2021,11,
 25,GPLc,2021,12,
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 25,E85,2007,12,84.11
 25,E85,2007,9,82.88
 25,E85,2007,7,81.26
@@ -8502,11 +9726,11 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 25,E85,2014,10,80.52
 25,E85,2014,11,81.0
 25,E85,2014,12,84.37
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 25,E85,2014,3,87.19
 25,E85,2014,4,82.41
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 25,E85,2015,4,85.45
 25,E85,2015,5,84.24
 25,E85,2015,6,83.82
@@ -8591,6 +9815,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 25,E85,2021,10,
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 25,E10,2009,5,121.8
 25,E10,2009,6,126.19
 25,E10,2009,7,122.75
@@ -8610,7 +9858,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 25,E10,2010,5,137.15
 25,E10,2010,6,135.96
 25,E10,2010,7,133.61
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 25,E10,2010,11,135.58
@@ -8621,7 +9869,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 25,E10,2011,4,153.29
 25,E10,2011,5,153.74
 25,E10,2011,6,151.23
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 25,E10,2011,8,150.36
 25,E10,2011,9,152.41
 25,E10,2011,10,150.25
@@ -8638,7 +9886,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 25,E10,2012,5,158.43
 25,E10,2012,6,153.15
 25,E10,2012,7,154.08
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 25,E10,2013,1,153.81
 25,E10,2013,2,159.49
 25,E10,2013,3,159.21
@@ -8659,7 +9907,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 25,E10,2014,6,153.53
 25,E10,2014,7,153.58
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 25,E10,2014,10,147.35
 25,E10,2014,11,143.13
 25,E10,2014,12,134.97
@@ -8747,6 +9995,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
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 25,SP98,2013,6,157.95
 25,SP98,2013,7,160.54
 25,SP98,2013,8,161.31
@@ -8855,10 +10127,34 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 25,SP98,2021,10,
 25,SP98,2021,11,
 25,SP98,2021,12,
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 54,Gazole,2007,1,100.45
 54,Gazole,2007,2,101.0
 54,Gazole,2007,3,102.76
-54,Gazole,2007,4,105.36
+54,Gazole,2007,4,105.37
 54,Gazole,2007,5,105.71
 54,Gazole,2007,6,107.29
 54,Gazole,2007,7,108.28
@@ -8936,7 +10232,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 54,Gazole,2013,7,132.88
 54,Gazole,2013,8,133.55
 54,Gazole,2013,9,134.93
-54,Gazole,2013,10,131.46
+54,Gazole,2013,10,131.45
 54,Gazole,2013,11,130.46
 54,Gazole,2013,12,131.78
 54,Gazole,2014,1,130.58
@@ -9035,6 +10331,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 54,Gazole,2021,10,
 54,Gazole,2021,11,
 54,Gazole,2021,12,
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 54,SP95,2007,1,117.42
 54,SP95,2007,2,118.26
 54,SP95,2007,3,123.39
@@ -9058,7 +10378,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 54,SP95,2008,9,141.26
 54,SP95,2008,10,131.03
 54,SP95,2008,11,117.73
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+54,SP95,2008,12,108.93
 54,SP95,2009,1,109.45
 54,SP95,2009,2,113.82
 54,SP95,2009,3,114.1
@@ -9080,7 +10400,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 54,SP95,2010,8,132.49
 54,SP95,2010,9,132.36
 54,SP95,2010,10,133.51
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+54,SP95,2010,11,135.33
 54,SP95,2010,12,139.91
 54,SP95,2010,1,128.94
 54,SP95,2011,1,144.55
@@ -9114,16 +10434,16 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 54,SP95,2013,5,152.77
 54,SP95,2013,6,152.85
 54,SP95,2013,7,153.89
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 54,SP95,2013,9,153.46
 54,SP95,2013,10,148.77
 54,SP95,2013,11,148.11
 54,SP95,2013,12,149.52
 54,SP95,2014,1,148.9
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 54,SP95,2014,3,149.7
 54,SP95,2014,4,151.0
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 54,SP95,2014,6,152.95
 54,SP95,2014,7,152.77
 54,SP95,2014,8,149.67
@@ -9135,7 +10455,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 54,SP95,2015,2,132.2
 54,SP95,2015,3,137.9
 54,SP95,2015,4,140.58
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 54,SP95,2015,6,144.19
 54,SP95,2015,7,143.59
 54,SP95,2015,8,137.72
@@ -9215,6 +10535,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 54,SP95,2021,10,
 54,SP95,2021,11,
 54,SP95,2021,12,
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 54,E85,2007,6,81.65
 54,E85,2007,7,82.6
 54,E85,2007,9,82.27
@@ -9286,7 +10630,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 54,E85,2012,4,94.25
 54,E85,2012,2,94.13
 54,E85,2012,3,93.89
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 54,E85,2013,10,87.98
 54,E85,2013,11,87.87
 54,E85,2013,12,88.47
@@ -9395,6 +10739,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 54,E85,2021,10,
 54,E85,2021,11,
 54,E85,2021,12,
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 54,GPLc,2007,12,69.09
 54,GPLc,2007,11,69.77
 54,GPLc,2007,1,
@@ -9501,7 +10869,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 54,GPLc,2015,12,73.4
 54,GPLc,2015,8,76.12
 54,GPLc,2015,11,74.32
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 54,GPLc,2015,9,75.41
 54,GPLc,2016,1,
 54,GPLc,2016,2,
@@ -9575,6 +10943,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 54,GPLc,2021,10,
 54,GPLc,2021,11,
 54,GPLc,2021,12,
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 54,E10,2009,12,127.12
 54,E10,2009,10,124.95
 54,E10,2009,11,127.87
@@ -9617,7 +11009,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 54,E10,2012,4,162.22
 54,E10,2012,5,156.51
 54,E10,2012,6,151.41
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 54,E10,2012,8,156.54
 54,E10,2012,9,152.94
 54,E10,2012,10,150.39
@@ -9632,10 +11024,10 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 54,E10,2013,7,151.5
 54,E10,2013,8,152.3
 54,E10,2013,9,151.14
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 54,E10,2013,11,145.44
 54,E10,2013,12,146.58
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 54,E10,2014,2,146.06
 54,E10,2014,3,146.13
 54,E10,2014,4,147.43
@@ -9658,7 +11050,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 54,E10,2015,11,125.71
 54,E10,2015,12,123.02
 54,E10,2015,2,129.0
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 54,E10,2016,1,
 54,E10,2016,2,
 54,E10,2016,3,
@@ -9731,6 +11123,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 54,E10,2021,10,
 54,E10,2021,11,
 54,E10,2021,12,
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 54,SP98,2013,6,154.32
 54,SP98,2013,7,157.12
 54,SP98,2013,8,158.0
@@ -9839,6 +11255,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 54,SP98,2021,10,
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 74,Gazole,2007,2,104.05
 74,Gazole,2007,3,105.72
 74,Gazole,2007,4,108.14
@@ -9871,7 +11311,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 74,Gazole,2009,6,103.32
 74,Gazole,2009,7,101.74
 74,Gazole,2009,8,104.98
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 74,Gazole,2009,10,103.81
 74,Gazole,2009,11,106.18
 74,Gazole,2009,12,105.5
@@ -10019,6 +11459,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 74,Gazole,2021,10,
 74,Gazole,2021,11,
 74,Gazole,2021,12,
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 74,SP95,2007,2,122.4
 74,SP95,2007,3,126.99
 74,SP95,2007,4,131.36
@@ -10026,7 +11490,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 74,SP95,2007,6,135.32
 74,SP95,2007,7,134.9
 74,SP95,2007,8,131.49
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 74,SP95,2007,10,131.87
 74,SP95,2007,11,137.73
 74,SP95,2007,12,136.69
@@ -10072,7 +11536,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 74,SP95,2011,3,154.25
 74,SP95,2011,4,156.62
 74,SP95,2011,5,156.92
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 74,SP95,2011,7,154.19
 74,SP95,2011,8,153.23
 74,SP95,2011,9,155.38
@@ -10199,8 +11663,32 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 74,SP95,2021,10,
 74,SP95,2021,11,
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 74,GPLc,2007,1,
 74,GPLc,2007,2,
 74,GPLc,2007,3,
@@ -10233,13 +11721,13 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 74,GPLc,2009,10,65.38
 74,GPLc,2009,1,68.5
 74,GPLc,2009,12,68.27
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 74,GPLc,2010,9,73.21
 74,GPLc,2010,10,74.05
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 74,GPLc,2010,12,78.25
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 74,GPLc,2010,6,72.04
 74,GPLc,2010,1,71.6
 74,GPLc,2010,4,70.88
@@ -10281,7 +11769,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 74,GPLc,2013,8,85.42
 74,GPLc,2013,9,86.29
 74,GPLc,2013,10,85.91
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 74,GPLc,2013,12,86.36
 74,GPLc,2014,1,87.12
 74,GPLc,2014,2,88.09
@@ -10379,6 +11867,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 74,GPLc,2021,10,
 74,GPLc,2021,11,
 74,GPLc,2021,12,
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 74,E85,2007,8,85.0
 74,E85,2007,12,85.0
 74,E85,2007,1,
@@ -10559,6 +12071,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
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 74,E10,2009,9,124.25
 74,E10,2009,10,125.55
 74,E10,2009,11,130.37
@@ -10590,7 +12126,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 74,E10,2011,12,152.15
 74,E10,2011,1,148.5
 74,E10,2011,2,149.4
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 74,E10,2011,4,155.91
 74,E10,2011,5,156.63
 74,E10,2011,6,153.82
@@ -10605,7 +12141,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 74,E10,2012,10,157.05
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 74,E10,2012,12,152.16
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 74,E10,2012,2,160.07
 74,E10,2013,6,155.53
 74,E10,2013,7,156.65
@@ -10626,7 +12162,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 74,E10,2014,5,154.02
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 74,E10,2014,9,151.75
 74,E10,2014,10,149.55
 74,E10,2014,11,146.11
@@ -10715,6 +12251,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
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+74,E10,2023,12,
 74,SP98,2013,6,161.64
 74,SP98,2013,7,162.26
 74,SP98,2013,8,163.43
@@ -10750,7 +12310,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 74,SP98,2015,9,139.58
 74,SP98,2015,10,138.07
 74,SP98,2015,11,138.0
-74,SP98,2015,12,135.57
+74,SP98,2015,12,135.56
 74,SP98,2016,1,
 74,SP98,2016,2,
 74,SP98,2016,3,
@@ -10823,6 +12383,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 74,SP98,2021,10,
 74,SP98,2021,11,
 74,SP98,2021,12,
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 94,Gazole,2007,1,110.05
 94,Gazole,2007,2,109.67
 94,Gazole,2007,3,111.33
@@ -10847,7 +12431,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 94,Gazole,2008,10,131.88
 94,Gazole,2008,11,120.97
 94,Gazole,2008,12,113.08
-94,Gazole,2009,1,106.24
+94,Gazole,2009,1,106.23
 94,Gazole,2009,3,104.63
 94,Gazole,2009,5,106.07
 94,Gazole,2009,6,109.12
@@ -10870,7 +12454,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 94,Gazole,2010,11,125.48
 94,Gazole,2010,12,127.78
 94,Gazole,2010,2,116.89
-94,Gazole,2010,5,124.93
+94,Gazole,2010,5,124.92
 94,Gazole,2011,1,132.58
 94,Gazole,2011,2,135.3
 94,Gazole,2011,3,142.11
@@ -10902,7 +12486,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 94,Gazole,2013,5,142.1
 94,Gazole,2013,6,143.04
 94,Gazole,2013,7,144.37
-94,Gazole,2013,8,145.34
+94,Gazole,2013,8,145.35
 94,Gazole,2013,9,146.16
 94,Gazole,2013,10,142.9
 94,Gazole,2013,11,141.36
@@ -10961,7 +12545,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 94,Gazole,2018,4,150.07
 94,Gazole,2018,5,154.5
 94,Gazole,2018,6,156.79
-94,Gazole,2018,7,155.99
+94,Gazole,2018,7,155.98
 94,Gazole,2018,8,155.87
 94,Gazole,2018,9,157.55
 94,Gazole,2018,10,161.54
@@ -10982,7 +12566,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 94,Gazole,2020,1,159.06
 94,Gazole,2020,2,153.59
 94,Gazole,2020,3,145.78
-94,Gazole,2020,4,137.58
+94,Gazole,2020,4,137.57
 94,Gazole,2020,5,133.12
 94,Gazole,2020,6,135.12
 94,Gazole,2020,7,137.3
@@ -11003,6 +12587,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 94,Gazole,2021,10,164.13
 94,Gazole,2021,11,167.34
 94,Gazole,2021,12,164.89
+94,Gazole,2022,1,172.0
+94,Gazole,2022,2,180.0
+94,Gazole,2022,3,202.0
+94,Gazole,2022,4,191.0
+94,Gazole,2022,5,196.0
+94,Gazole,2022,6,215.0
+94,Gazole,2022,7,209.0
+94,Gazole,2022,8,198.0
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+94,Gazole,2022,10,178.0
+94,Gazole,2022,11,184.0
+94,Gazole,2022,12,182.0
+94,Gazole,2023,1,199.0
+94,Gazole,2023,2,195.0
+94,Gazole,2023,3,191.0
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+94,Gazole,2023,9,196.0
+94,Gazole,2023,10,196.0
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+94,Gazole,2023,12,196.0
 94,SP95,2007,1,123.01
 94,SP95,2007,2,123.34
 94,SP95,2007,3,127.49
@@ -11084,7 +12692,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 94,SP95,2013,7,164.23
 94,SP95,2013,8,164.83
 94,SP95,2013,9,164.64
-94,SP95,2013,10,159.95
+94,SP95,2013,10,159.94
 94,SP95,2013,11,157.57
 94,SP95,2013,12,159.39
 94,SP95,2014,1,158.9
@@ -11183,6 +12791,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 94,SP95,2021,10,173.37
 94,SP95,2021,11,175.8
 94,SP95,2021,12,173.74
+94,SP95,2022,1,181.0
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+94,SP95,2022,7,209.0
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+94,SP95,2023,1,193.0
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+94,SP95,2023,9,198.0
+94,SP95,2023,10,198.0
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+94,SP95,2023,12,198.0
 94,GPLc,2007,12,80.17
 94,GPLc,2007,1,
 94,GPLc,2007,2,
@@ -11241,7 +12873,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 94,GPLc,2011,10,90.22
 94,GPLc,2011,11,90.18
 94,GPLc,2011,12,90.14
-94,GPLc,2011,8,89.79
+94,GPLc,2011,8,89.78
 94,GPLc,2011,3,87.09
 94,GPLc,2012,2,84.93
 94,GPLc,2012,5,93.23
@@ -11363,6 +12995,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 94,GPLc,2021,12,112.5
 94,GPLc,2021,5,111.21
 94,GPLc,2021,7,111.4
+94,GPLc,2022,1,112.0
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+94,GPLc,2022,6,121.0
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+94,GPLc,2023,3,125.0
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+94,GPLc,2023,12,128.0
 94,E85,2008,9,100.0
 94,E85,2008,1,
 94,E85,2008,2,
@@ -11448,7 +13104,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 94,E85,2014,11,
 94,E85,2014,12,
 94,E85,2015,8,134.0
-94,E85,2015,12,115.65
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 94,E85,2015,1,
 94,E85,2015,2,
 94,E85,2015,3,
@@ -11531,18 +13187,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 94,E85,2021,10,132.25
 94,E85,2021,11,132.25
 94,E85,2021,12,132.25
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+94,E85,2022,7,204.0
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 94,E10,2011,5,161.9
 94,E10,2011,1,
 94,E10,2011,2,
@@ -11675,6 +13343,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 94,E10,2021,5,160.0
 94,E10,2021,7,161.5
 94,E10,2021,11,169.97
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 94,SP98,2014,10,151.8
 94,SP98,2014,1,
 94,SP98,2014,2,
@@ -11771,6 +13463,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 94,SP98,2021,9,159.05
 94,SP98,2021,11,164.2
 94,SP98,2021,12,164.2
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 26,Gazole,2007,1,102.27
 26,Gazole,2007,2,102.59
 26,Gazole,2007,3,104.17
@@ -11833,7 +13549,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 26,Gazole,2011,12,140.55
 26,Gazole,2012,1,142.94
 26,Gazole,2012,2,144.65
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+26,Gazole,2012,3,147.32
 26,Gazole,2012,4,146.27
 26,Gazole,2012,5,143.14
 26,Gazole,2012,6,137.71
@@ -11951,6 +13667,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 26,Gazole,2021,10,
 26,Gazole,2021,11,
 26,Gazole,2021,12,
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 26,SP95,2007,1,118.32
 26,SP95,2007,2,119.15
 26,SP95,2007,3,123.93
@@ -12131,6 +13871,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 26,SP95,2021,10,
 26,SP95,2021,11,
 26,SP95,2021,12,
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 26,GPLc,2007,11,76.3
 26,GPLc,2007,12,74.65
 26,GPLc,2007,1,
@@ -12149,7 +13913,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 26,GPLc,2008,11,77.27
 26,GPLc,2008,12,73.92
 26,GPLc,2008,5,75.35
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+26,GPLc,2008,8,78.72
 26,GPLc,2008,9,78.8
 26,GPLc,2008,10,78.7
 26,GPLc,2008,1,74.79
@@ -12170,8 +13934,8 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 26,GPLc,2010,1,70.46
 26,GPLc,2010,2,71.23
 26,GPLc,2010,3,70.33
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-26,GPLc,2010,5,71.29
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+26,GPLc,2010,5,71.28
 26,GPLc,2010,6,72.1
 26,GPLc,2010,7,73.85
 26,GPLc,2010,8,74.51
@@ -12311,6 +14075,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 26,GPLc,2021,10,
 26,GPLc,2021,11,
 26,GPLc,2021,12,
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 26,E85,2007,12,79.9
 26,E85,2007,1,
 26,E85,2007,2,
@@ -12393,10 +14181,10 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 26,E85,2013,10,90.09
 26,E85,2013,11,89.88
 26,E85,2013,12,89.05
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 26,E85,2014,1,88.58
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 26,E85,2014,3,90.08
 26,E85,2014,4,89.54
 26,E85,2014,5,92.23
@@ -12491,6 +14279,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
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 26,E85,2021,11,
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 26,E10,2009,9,124.34
 26,E10,2009,10,125.47
 26,E10,2009,11,128.24
@@ -12647,6 +14459,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
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 26,SP98,2013,6,159.5
 26,SP98,2013,7,161.25
 26,SP98,2013,8,161.81
@@ -12755,6 +14591,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 26,SP98,2021,10,
 26,SP98,2021,11,
 26,SP98,2021,12,
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+26,SP98,2022,10,
+26,SP98,2022,11,
+26,SP98,2022,12,
+26,SP98,2023,1,
+26,SP98,2023,2,
+26,SP98,2023,3,
+26,SP98,2023,4,
+26,SP98,2023,5,
+26,SP98,2023,6,
+26,SP98,2023,7,
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+26,SP98,2023,9,
+26,SP98,2023,10,
+26,SP98,2023,11,
+26,SP98,2023,12,
 53,Gazole,2007,1,101.06
 53,Gazole,2007,2,101.86
 53,Gazole,2007,3,103.55
@@ -12838,7 +14698,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 53,Gazole,2013,9,137.64
 53,Gazole,2013,10,133.9
 53,Gazole,2013,11,132.79
-53,Gazole,2013,12,134.07
+53,Gazole,2013,12,134.06
 53,Gazole,2014,1,132.86
 53,Gazole,2014,2,133.39
 53,Gazole,2014,3,132.24
@@ -12919,7 +14779,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 53,Gazole,2020,6,120.0
 53,Gazole,2020,7,123.11
 53,Gazole,2020,8,122.64
-53,Gazole,2020,9,119.74
+53,Gazole,2020,9,119.73
 53,Gazole,2020,10,119.46
 53,Gazole,2020,11,120.48
 53,Gazole,2020,12,124.97
@@ -12935,6 +14795,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 53,Gazole,2021,10,153.33
 53,Gazole,2021,11,154.65
 53,Gazole,2021,12,151.81
+53,Gazole,2022,1,161.0
+53,Gazole,2022,2,169.0
+53,Gazole,2022,3,202.0
+53,Gazole,2022,4,185.0
+53,Gazole,2022,5,187.0
+53,Gazole,2022,6,207.0
+53,Gazole,2022,7,198.0
+53,Gazole,2022,8,186.0
+53,Gazole,2022,9,172.0
+53,Gazole,2022,10,185.0
+53,Gazole,2022,11,185.0
+53,Gazole,2022,12,176.0
+53,Gazole,2023,1,190.0
+53,Gazole,2023,2,183.0
+53,Gazole,2023,3,182.0
+53,Gazole,2023,4,177.0
+53,Gazole,2023,5,166.0
+53,Gazole,2023,6,168.0
+53,Gazole,2023,7,169.0
+53,Gazole,2023,8,183.0
+53,Gazole,2023,9,191.0
+53,Gazole,2023,10,193.0
+53,Gazole,2023,11,193.0
+53,Gazole,2023,12,193.0
 53,SP95,2007,1,117.82
 53,SP95,2007,2,119.2
 53,SP95,2007,3,124.26
@@ -12949,7 +14833,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 53,SP95,2007,12,133.4
 53,SP95,2008,1,136.32
 53,SP95,2008,2,136.08
-53,SP95,2008,3,137.94
+53,SP95,2008,3,137.93
 53,SP95,2008,4,139.49
 53,SP95,2008,5,144.91
 53,SP95,2008,6,150.23
@@ -13047,7 +14931,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 53,SP95,2016,2,125.83
 53,SP95,2016,3,127.21
 53,SP95,2016,4,132.15
-53,SP95,2016,5,134.84
+53,SP95,2016,5,134.83
 53,SP95,2016,6,137.08
 53,SP95,2016,7,132.14
 53,SP95,2016,8,129.83
@@ -13091,7 +14975,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 53,SP95,2019,10,150.83
 53,SP95,2019,11,151.77
 53,SP95,2019,12,152.82
-53,SP95,2020,2,149.78
+53,SP95,2020,2,149.77
 53,SP95,2020,3,139.89
 53,SP95,2020,4,128.99
 53,SP95,2020,5,126.48
@@ -13115,6 +14999,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 53,SP95,2021,10,163.74
 53,SP95,2021,11,166.11
 53,SP95,2021,12,162.47
+53,SP95,2022,1,170.0
+53,SP95,2022,2,178.0
+53,SP95,2022,3,200.0
+53,SP95,2022,4,182.0
+53,SP95,2022,5,192.0
+53,SP95,2022,6,214.0
+53,SP95,2022,7,201.0
+53,SP95,2022,8,184.0
+53,SP95,2022,9,162.0
+53,SP95,2022,10,170.0
+53,SP95,2022,11,171.0
+53,SP95,2022,12,168.0
+53,SP95,2023,1,187.0
+53,SP95,2023,2,191.0
+53,SP95,2023,3,191.0
+53,SP95,2023,4,194.0
+53,SP95,2023,5,186.0
+53,SP95,2023,6,187.0
+53,SP95,2023,7,184.0
+53,SP95,2023,8,192.0
+53,SP95,2023,9,195.0
+53,SP95,2023,10,193.0
+53,SP95,2023,11,193.0
+53,SP95,2023,12,193.0
 53,GPLc,2007,11,71.57
 53,GPLc,2007,12,72.62
 53,GPLc,2007,1,
@@ -13136,7 +15044,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 53,GPLc,2008,7,75.32
 53,GPLc,2008,4,72.93
 53,GPLc,2008,5,73.53
-53,GPLc,2008,6,74.23
+53,GPLc,2008,6,74.22
 53,GPLc,2008,11,75.88
 53,GPLc,2008,10,76.91
 53,GPLc,2009,1,68.3
@@ -13260,7 +15168,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 53,GPLc,2018,10,82.44
 53,GPLc,2018,12,83.57
 53,GPLc,2019,1,83.7
-53,GPLc,2019,2,83.36
+53,GPLc,2019,2,83.35
 53,GPLc,2019,5,84.6
 53,GPLc,2019,6,84.73
 53,GPLc,2019,7,84.13
@@ -13295,6 +15203,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 53,GPLc,2021,7,84.46
 53,GPLc,2021,9,85.92
 53,GPLc,2021,11,88.61
+53,GPLc,2022,1,90.0
+53,GPLc,2022,2,90.0
+53,GPLc,2022,3,93.0
+53,GPLc,2022,4,84.0
+53,GPLc,2022,5,84.0
+53,GPLc,2022,6,83.0
+53,GPLc,2022,7,83.0
+53,GPLc,2022,8,84.0
+53,GPLc,2022,9,77.0
+53,GPLc,2022,10,78.0
+53,GPLc,2022,11,82.0
+53,GPLc,2022,12,88.0
+53,GPLc,2023,1,96.0
+53,GPLc,2023,2,97.0
+53,GPLc,2023,3,98.0
+53,GPLc,2023,4,99.0
+53,GPLc,2023,5,99.0
+53,GPLc,2023,6,99.0
+53,GPLc,2023,7,99.0
+53,GPLc,2023,8,99.0
+53,GPLc,2023,9,98.0
+53,GPLc,2023,10,97.0
+53,GPLc,2023,11,97.0
+53,GPLc,2023,12,97.0
 53,E85,2007,10,81.09
 53,E85,2007,9,81.6
 53,E85,2007,11,81.12
@@ -13335,7 +15267,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 53,E85,2010,10,119.57
 53,E85,2010,11,119.38
 53,E85,2010,7,118.9
-53,E85,2010,9,121.47
+53,E85,2010,9,121.46
 53,E85,2010,8,120.54
 53,E85,2010,1,90.21
 53,E85,2010,2,93.92
@@ -13419,13 +15351,13 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 53,E85,2017,2,74.25
 53,E85,2017,3,73.07
 53,E85,2017,4,72.79
-53,E85,2017,5,75.67
+53,E85,2017,5,75.66
 53,E85,2017,6,76.5
 53,E85,2017,7,77.24
 53,E85,2017,8,77.52
 53,E85,2017,9,77.73
 53,E85,2017,10,79.19
-53,E85,2017,11,80.28
+53,E85,2017,11,80.27
 53,E85,2017,12,80.15
 53,E85,2018,1,71.0
 53,E85,2018,2,69.91
@@ -13475,6 +15407,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 53,E85,2021,10,69.77
 53,E85,2021,11,70.91
 53,E85,2021,12,72.04
+53,E85,2022,1,74.0
+53,E85,2022,2,76.0
+53,E85,2022,3,90.0
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+53,E85,2022,5,78.0
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+53,E85,2022,10,76.0
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+53,E85,2022,12,89.0
+53,E85,2023,1,108.0
+53,E85,2023,2,111.0
+53,E85,2023,3,112.0
+53,E85,2023,4,112.0
+53,E85,2023,5,112.0
+53,E85,2023,6,109.0
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+53,E85,2023,9,103.0
+53,E85,2023,10,102.0
+53,E85,2023,11,102.0
+53,E85,2023,12,102.0
 53,E10,2009,4,120.67
 53,E10,2009,5,124.39
 53,E10,2009,6,129.79
@@ -13499,7 +15455,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 53,E10,2010,10,137.27
 53,E10,2010,11,138.58
 53,E10,2010,12,143.43
-53,E10,2011,1,148.45
+53,E10,2011,1,148.44
 53,E10,2011,2,149.46
 53,E10,2011,3,153.37
 53,E10,2011,4,156.8
@@ -13525,7 +15481,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 53,E10,2012,12,149.02
 53,E10,2013,10,150.0
 53,E10,2013,11,148.81
-53,E10,2013,12,149.96
+53,E10,2013,12,149.95
 53,E10,2013,1,153.66
 53,E10,2013,2,159.71
 53,E10,2013,3,159.38
@@ -13631,6 +15587,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 53,E10,2021,10,160.87
 53,E10,2021,11,162.76
 53,E10,2021,12,158.2
+53,E10,2022,1,167.0
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+53,E10,2023,12,188.0
 53,SP98,2013,7,160.27
 53,SP98,2013,8,161.24
 53,SP98,2013,9,160.78
@@ -13673,7 +15653,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 53,SP98,2016,4,135.55
 53,SP98,2016,5,138.38
 53,SP98,2016,6,141.03
-53,SP98,2016,7,136.45
+53,SP98,2016,7,136.44
 53,SP98,2016,8,133.84
 53,SP98,2016,9,134.86
 53,SP98,2016,10,137.72
@@ -13709,7 +15689,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 53,SP98,2019,4,160.8
 53,SP98,2019,5,163.86
 53,SP98,2019,6,159.26
-53,SP98,2019,7,157.43
+53,SP98,2019,7,157.42
 53,SP98,2019,8,155.63
 53,SP98,2019,9,155.31
 53,SP98,2019,10,155.25
@@ -13739,6 +15719,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 53,SP98,2021,10,169.52
 53,SP98,2021,11,171.92
 53,SP98,2021,12,167.8
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+53,SP98,2023,12,196.0
 72,Gazole,2007,1,103.43
 72,Gazole,2007,2,103.3
 72,Gazole,2007,3,104.74
@@ -13753,7 +15757,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 72,Gazole,2007,6,108.85
 72,Gazole,2008,1,121.11
 72,Gazole,2008,2,121.52
-72,Gazole,2008,3,127.27
+72,Gazole,2008,3,127.26
 72,Gazole,2008,4,129.86
 72,Gazole,2008,5,140.33
 72,Gazole,2008,6,145.56
@@ -13777,7 +15781,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 72,Gazole,2009,12,105.38
 72,Gazole,2010,1,109.53
 72,Gazole,2010,2,110.01
-72,Gazole,2010,3,113.65
+72,Gazole,2010,3,113.64
 72,Gazole,2010,4,117.35
 72,Gazole,2010,5,118.88
 72,Gazole,2010,6,118.28
@@ -13812,7 +15816,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 72,Gazole,2012,11,140.16
 72,Gazole,2012,12,138.87
 72,Gazole,2013,1,139.89
-72,Gazole,2013,2,143.23
+72,Gazole,2013,2,143.24
 72,Gazole,2013,3,141.99
 72,Gazole,2013,4,138.02
 72,Gazole,2013,5,135.59
@@ -13919,6 +15923,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 72,Gazole,2021,10,
 72,Gazole,2021,11,
 72,Gazole,2021,12,
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 72,SP95,2007,1,120.42
 72,SP95,2007,2,120.84
 72,SP95,2007,3,125.48
@@ -13937,7 +15965,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 72,SP95,2008,4,141.08
 72,SP95,2008,5,146.52
 72,SP95,2008,6,151.72
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+72,SP95,2008,7,150.51
 72,SP95,2008,9,144.35
 72,SP95,2008,10,134.38
 72,SP95,2008,11,121.22
@@ -13990,7 +16018,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 72,SP95,2012,9,161.7
 72,SP95,2012,10,159.48
 72,SP95,2012,11,154.37
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 72,SP95,2013,1,157.24
 72,SP95,2013,2,162.92
 72,SP95,2013,3,162.7
@@ -14099,6 +16127,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 72,SP95,2021,10,
 72,SP95,2021,11,
 72,SP95,2021,12,
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 72,GPLc,2007,11,73.79
 72,GPLc,2007,12,73.21
 72,GPLc,2007,1,
@@ -14149,7 +16201,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 72,GPLc,2010,9,74.86
 72,GPLc,2011,1,80.5
 72,GPLc,2011,2,80.85
-72,GPLc,2011,7,83.15
+72,GPLc,2011,7,83.14
 72,GPLc,2011,3,80.89
 72,GPLc,2011,4,81.17
 72,GPLc,2011,5,81.82
@@ -14279,6 +16331,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 72,GPLc,2021,10,
 72,GPLc,2021,11,
 72,GPLc,2021,12,
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 72,E85,2007,7,82.7
 72,E85,2007,9,82.58
 72,E85,2007,5,82.93
@@ -14302,7 +16378,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 72,E85,2008,12,87.61
 72,E85,2008,9,88.67
 72,E85,2008,2,84.92
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 72,E85,2009,6,91.62
 72,E85,2009,7,100.04
 72,E85,2009,8,104.58
@@ -14459,11 +16535,35 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 72,E85,2021,10,
 72,E85,2021,11,
 72,E85,2021,12,
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 72,E10,2009,7,124.16
 72,E10,2009,8,125.27
 72,E10,2009,9,124.85
 72,E10,2009,10,124.02
-72,E10,2009,12,127.24
+72,E10,2009,12,127.23
 72,E10,2009,5,121.71
 72,E10,2009,6,126.36
 72,E10,2009,11,126.56
@@ -14480,7 +16580,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 72,E10,2010,7,138.84
 72,E10,2010,8,137.6
 72,E10,2010,9,137.52
-72,E10,2010,10,138.65
+72,E10,2010,10,138.64
 72,E10,2010,12,144.6
 72,E10,2010,11,139.76
 72,E10,2011,3,154.31
@@ -14522,7 +16622,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 72,E10,2014,2,151.15
 72,E10,2014,3,151.3
 72,E10,2014,6,153.63
-72,E10,2014,7,153.85
+72,E10,2014,7,153.84
 72,E10,2014,8,151.36
 72,E10,2014,9,150.6
 72,E10,2014,10,148.08
@@ -14531,7 +16631,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 72,E10,2014,1,150.56
 72,E10,2014,4,152.23
 72,E10,2014,5,152.57
-72,E10,2015,1,127.35
+72,E10,2015,1,127.34
 72,E10,2015,2,132.68
 72,E10,2015,3,138.4
 72,E10,2015,4,141.26
@@ -14615,10 +16715,34 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 72,E10,2021,10,
 72,E10,2021,11,
 72,E10,2021,12,
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 72,SP98,2013,7,161.75
 72,SP98,2013,8,162.67
 72,SP98,2013,9,162.34
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 72,SP98,2013,11,156.58
 72,SP98,2013,12,158.12
 72,SP98,2013,6,159.73
@@ -14723,6 +16847,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 72,SP98,2021,10,
 72,SP98,2021,11,
 72,SP98,2021,12,
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 43,Gazole,2007,1,101.63
 43,Gazole,2007,2,102.19
 43,Gazole,2007,3,103.58
@@ -14749,14 +16897,14 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 43,Gazole,2008,12,101.73
 43,Gazole,2009,1,99.51
 43,Gazole,2009,2,97.7
-43,Gazole,2009,3,94.85
+43,Gazole,2009,3,94.84
 43,Gazole,2009,5,97.23
 43,Gazole,2009,6,101.76
 43,Gazole,2009,7,100.43
 43,Gazole,2009,8,103.37
 43,Gazole,2009,9,101.94
 43,Gazole,2009,10,102.96
-43,Gazole,2009,11,105.46
+43,Gazole,2009,11,105.45
 43,Gazole,2009,12,104.36
 43,Gazole,2009,4,97.03
 43,Gazole,2010,6,117.02
@@ -14903,6 +17051,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 43,Gazole,2021,10,
 43,Gazole,2021,11,
 43,Gazole,2021,12,
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 43,SP95,2007,1,118.15
 43,SP95,2007,2,119.09
 43,SP95,2007,3,123.48
@@ -15083,6 +17255,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 43,SP95,2021,10,
 43,SP95,2021,11,
 43,SP95,2021,12,
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 43,GPLc,2007,11,71.07
 43,GPLc,2007,12,71.72
 43,GPLc,2007,1,
@@ -15096,7 +17292,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 43,GPLc,2007,9,
 43,GPLc,2007,10,
 43,GPLc,2008,1,73.31
-43,GPLc,2008,2,73.35
+43,GPLc,2008,2,73.34
 43,GPLc,2008,3,73.21
 43,GPLc,2008,4,73.06
 43,GPLc,2008,5,73.77
@@ -15161,7 +17357,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 43,GPLc,2013,4,88.72
 43,GPLc,2013,6,87.55
 43,GPLc,2013,7,86.48
-43,GPLc,2013,8,86.36
+43,GPLc,2013,8,86.35
 43,GPLc,2013,9,86.38
 43,GPLc,2013,10,86.26
 43,GPLc,2013,11,85.89
@@ -15263,6 +17459,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 43,GPLc,2021,10,
 43,GPLc,2021,11,
 43,GPLc,2021,12,
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 43,E85,2007,6,83.12
 43,E85,2007,7,83.0
 43,E85,2007,8,83.0
@@ -15326,7 +17546,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 43,E85,2012,1,95.54
 43,E85,2012,3,97.32
 43,E85,2012,5,97.32
-43,E85,2012,7,97.22
+43,E85,2012,7,97.21
 43,E85,2012,2,96.47
 43,E85,2012,8,97.22
 43,E85,2012,9,96.42
@@ -15443,6 +17663,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 43,E85,2021,10,
 43,E85,2021,11,
 43,E85,2021,12,
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 43,E10,2009,4,111.0
 43,E10,2009,5,114.8
 43,E10,2009,6,120.88
@@ -15599,6 +17843,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 43,E10,2021,10,
 43,E10,2021,11,
 43,E10,2021,12,
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 43,SP98,2013,7,161.32
 43,SP98,2013,8,161.51
 43,SP98,2013,9,161.79
@@ -15707,18 +17975,42 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 43,SP98,2021,10,
 43,SP98,2021,11,
 43,SP98,2021,12,
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 23,Gazole,2007,1,101.53
 23,Gazole,2007,2,102.03
 23,Gazole,2007,3,103.83
 23,Gazole,2007,4,106.38
-23,Gazole,2007,5,106.93
+23,Gazole,2007,5,106.92
 23,Gazole,2007,6,108.23
 23,Gazole,2007,7,109.1
 23,Gazole,2007,8,109.21
 23,Gazole,2007,9,111.05
 23,Gazole,2007,10,112.84
 23,Gazole,2007,11,120.28
-23,Gazole,2007,12,120.47
+23,Gazole,2007,12,120.46
 23,Gazole,2008,1,120.09
 23,Gazole,2008,2,120.72
 23,Gazole,2008,3,126.33
@@ -15887,6 +18179,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 23,Gazole,2021,10,
 23,Gazole,2021,11,
 23,Gazole,2021,12,
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 23,SP95,2007,1,118.7
 23,SP95,2007,2,119.66
 23,SP95,2007,3,124.88
@@ -15904,7 +18220,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 23,SP95,2008,3,138.38
 23,SP95,2008,4,139.97
 23,SP95,2008,5,145.04
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 23,SP95,2008,7,149.32
 23,SP95,2008,8,143.67
 23,SP95,2008,9,142.84
@@ -15918,7 +18234,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 23,SP95,2009,5,121.24
 23,SP95,2009,6,127.26
 23,SP95,2009,7,124.3
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+23,SP95,2009,8,127.25
 23,SP95,2009,9,124.98
 23,SP95,2009,10,124.37
 23,SP95,2009,11,127.22
@@ -15932,7 +18248,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 23,SP95,2010,7,135.18
 23,SP95,2010,8,134.58
 23,SP95,2010,11,137.58
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+23,SP95,2010,12,142.61
 23,SP95,2010,9,134.5
 23,SP95,2010,10,135.86
 23,SP95,2011,1,147.25
@@ -16067,6 +18383,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 23,SP95,2021,10,
 23,SP95,2021,11,
 23,SP95,2021,12,
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 23,GPLc,2007,12,73.94
 23,GPLc,2007,11,73.63
 23,GPLc,2007,1,
@@ -16087,7 +18427,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 23,GPLc,2008,12,74.95
 23,GPLc,2008,1,75.08
 23,GPLc,2008,4,74.39
-23,GPLc,2008,6,76.03
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 23,GPLc,2008,9,78.51
 23,GPLc,2008,10,78.68
 23,GPLc,2008,2,75.4
@@ -16247,6 +18587,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 23,GPLc,2021,10,
 23,GPLc,2021,11,
 23,GPLc,2021,12,
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 23,E85,2007,6,79.76
 23,E85,2007,7,80.28
 23,E85,2007,12,81.36
@@ -16261,7 +18625,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 23,E85,2007,11,80.67
 23,E85,2008,3,81.01
 23,E85,2008,1,80.28
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 23,E85,2008,4,81.09
 23,E85,2008,5,81.56
 23,E85,2008,6,81.61
@@ -16333,7 +18697,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 23,E85,2013,12,92.21
 23,E85,2014,12,79.53
 23,E85,2014,9,78.41
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 23,E85,2014,11,76.9
 23,E85,2014,1,88.6
 23,E85,2014,2,87.34
@@ -16346,7 +18710,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 23,E85,2015,1,83.65
 23,E85,2015,10,94.66
 23,E85,2015,2,85.96
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 23,E85,2015,4,95.96
 23,E85,2015,7,93.48
 23,E85,2015,8,92.79
@@ -16427,6 +18791,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
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 23,E10,2009,5,118.74
 23,E10,2009,6,124.89
 23,E10,2009,7,121.15
@@ -16471,7 +18859,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 23,E10,2012,8,159.03
 23,E10,2012,1,152.66
 23,E10,2012,2,156.14
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 23,E10,2012,4,163.8
 23,E10,2012,5,158.46
 23,E10,2012,6,152.88
@@ -16583,6 +18971,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
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+23,E10,2023,2,
+23,E10,2023,3,
+23,E10,2023,4,
+23,E10,2023,5,
+23,E10,2023,6,
+23,E10,2023,7,
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+23,E10,2023,9,
+23,E10,2023,10,
+23,E10,2023,11,
+23,E10,2023,12,
 23,SP98,2013,6,158.18
 23,SP98,2013,7,160.06
 23,SP98,2013,8,160.93
@@ -16691,6 +19103,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 23,SP98,2021,10,
 23,SP98,2021,11,
 23,SP98,2021,12,
+23,SP98,2022,1,
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+23,SP98,2023,1,
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+23,SP98,2023,7,
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+23,SP98,2023,9,
+23,SP98,2023,10,
+23,SP98,2023,11,
+23,SP98,2023,12,
 52,Gazole,2007,1,101.16
 52,Gazole,2007,2,102.21
 52,Gazole,2007,3,103.94
@@ -16802,7 +19238,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 52,Gazole,2016,1,102.75
 52,Gazole,2016,2,102.5
 52,Gazole,2016,3,106.82
-52,Gazole,2016,4,107.44
+52,Gazole,2016,4,107.43
 52,Gazole,2016,5,113.24
 52,Gazole,2016,6,116.87
 52,Gazole,2016,7,112.98
@@ -16860,7 +19296,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 52,Gazole,2020,11,121.54
 52,Gazole,2020,12,126.12
 52,Gazole,2021,1,129.98
-52,Gazole,2021,2,134.71
+52,Gazole,2021,2,134.7
 52,Gazole,2021,3,138.44
 52,Gazole,2021,4,137.46
 52,Gazole,2021,5,139.09
@@ -16871,6 +19307,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 52,Gazole,2021,10,154.73
 52,Gazole,2021,11,156.03
 52,Gazole,2021,12,152.97
+52,Gazole,2022,1,162.0
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+52,Gazole,2022,3,203.0
+52,Gazole,2022,4,185.0
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+52,Gazole,2022,6,208.0
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+52,Gazole,2022,12,177.0
+52,Gazole,2023,1,191.0
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+52,Gazole,2023,4,178.0
+52,Gazole,2023,5,167.0
+52,Gazole,2023,6,168.0
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+52,Gazole,2023,10,194.0
+52,Gazole,2023,11,194.0
+52,Gazole,2023,12,194.0
 52,SP95,2007,1,117.87
 52,SP95,2007,2,119.33
 52,SP95,2007,3,124.56
@@ -16892,7 +19352,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 52,SP95,2008,7,148.88
 52,SP95,2008,8,143.54
 52,SP95,2008,9,142.74
-52,SP95,2008,10,132.17
+52,SP95,2008,10,132.16
 52,SP95,2008,11,118.76
 52,SP95,2008,12,110.06
 52,SP95,2009,1,111.0
@@ -16940,7 +19400,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 52,SP95,2012,7,156.57
 52,SP95,2012,8,162.12
 52,SP95,2012,9,158.95
-52,SP95,2012,10,156.94
+52,SP95,2012,10,156.93
 52,SP95,2012,11,151.72
 52,SP95,2012,12,151.67
 52,SP95,2013,1,155.41
@@ -17000,7 +19460,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 52,SP95,2017,7,134.25
 52,SP95,2017,8,135.64
 52,SP95,2017,9,138.63
-52,SP95,2017,10,137.68
+52,SP95,2017,10,137.67
 52,SP95,2017,11,141.64
 52,SP95,2017,12,141.3
 52,SP95,2018,1,148.16
@@ -17012,7 +19472,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 52,SP95,2018,7,154.93
 52,SP95,2018,8,156.31
 52,SP95,2018,9,157.04
-52,SP95,2018,10,156.83
+52,SP95,2018,10,156.82
 52,SP95,2018,11,150.29
 52,SP95,2018,12,145.36
 52,SP95,2019,1,143.23
@@ -17051,6 +19511,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 52,SP95,2021,10,165.61
 52,SP95,2021,11,168.21
 52,SP95,2021,12,164.34
+52,SP95,2022,1,172.0
+52,SP95,2022,2,180.0
+52,SP95,2022,3,200.0
+52,SP95,2022,4,184.0
+52,SP95,2022,5,193.0
+52,SP95,2022,6,214.0
+52,SP95,2022,7,203.0
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+52,SP95,2022,9,164.0
+52,SP95,2022,10,171.0
+52,SP95,2022,11,172.0
+52,SP95,2022,12,170.0
+52,SP95,2023,1,189.0
+52,SP95,2023,2,193.0
+52,SP95,2023,3,193.0
+52,SP95,2023,4,195.0
+52,SP95,2023,5,189.0
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+52,SP95,2023,7,186.0
+52,SP95,2023,8,193.0
+52,SP95,2023,9,196.0
+52,SP95,2023,10,194.0
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+52,SP95,2023,12,194.0
 52,GPLc,2007,11,70.51
 52,GPLc,2007,12,71.98
 52,GPLc,2007,1,
@@ -17193,7 +19677,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 52,GPLc,2018,8,81.91
 52,GPLc,2018,9,82.74
 52,GPLc,2018,10,83.93
-52,GPLc,2018,11,84.36
+52,GPLc,2018,11,84.35
 52,GPLc,2018,12,85.01
 52,GPLc,2019,5,84.92
 52,GPLc,2019,1,85.72
@@ -17218,7 +19702,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 52,GPLc,2020,9,84.16
 52,GPLc,2020,10,84.07
 52,GPLc,2020,11,84.15
-52,GPLc,2020,12,83.85
+52,GPLc,2020,12,83.84
 52,GPLc,2021,1,84.41
 52,GPLc,2021,2,83.7
 52,GPLc,2021,3,83.6
@@ -17231,13 +19715,37 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 52,GPLc,2021,10,85.71
 52,GPLc,2021,11,86.5
 52,GPLc,2021,12,87.41
+52,GPLc,2022,1,89.0
+52,GPLc,2022,2,89.0
+52,GPLc,2022,3,92.0
+52,GPLc,2022,4,83.0
+52,GPLc,2022,5,83.0
+52,GPLc,2022,6,82.0
+52,GPLc,2022,7,83.0
+52,GPLc,2022,8,83.0
+52,GPLc,2022,9,76.0
+52,GPLc,2022,10,74.0
+52,GPLc,2022,11,79.0
+52,GPLc,2022,12,87.0
+52,GPLc,2023,1,96.0
+52,GPLc,2023,2,97.0
+52,GPLc,2023,3,98.0
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+52,GPLc,2023,8,99.0
+52,GPLc,2023,9,99.0
+52,GPLc,2023,10,98.0
+52,GPLc,2023,11,98.0
+52,GPLc,2023,12,98.0
 52,E85,2007,6,83.14
 52,E85,2007,7,83.66
 52,E85,2007,9,83.14
 52,E85,2007,11,82.78
 52,E85,2007,4,83.0
 52,E85,2007,10,82.79
-52,E85,2007,5,82.15
+52,E85,2007,5,82.14
 52,E85,2007,8,83.76
 52,E85,2007,12,82.97
 52,E85,2007,1,
@@ -17335,7 +19843,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 52,E85,2015,6,91.09
 52,E85,2015,7,94.11
 52,E85,2015,8,95.8
-52,E85,2015,9,97.22
+52,E85,2015,9,97.21
 52,E85,2015,10,94.96
 52,E85,2015,11,94.3
 52,E85,2015,12,94.33
@@ -17365,7 +19873,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 52,E85,2017,12,76.21
 52,E85,2018,1,68.41
 52,E85,2018,2,67.56
-52,E85,2018,3,67.45
+52,E85,2018,3,67.44
 52,E85,2018,4,67.45
 52,E85,2018,5,70.38
 52,E85,2018,6,73.05
@@ -17411,6 +19919,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 52,E85,2021,10,70.62
 52,E85,2021,11,72.39
 52,E85,2021,12,72.0
+52,E85,2022,1,74.0
+52,E85,2022,2,77.0
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 52,E10,2009,6,128.35
 52,E10,2009,7,123.06
 52,E10,2009,8,126.24
@@ -17460,7 +19992,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 52,E10,2012,11,149.05
 52,E10,2012,12,149.3
 52,E10,2013,1,153.68
-52,E10,2013,2,159.71
+52,E10,2013,2,159.7
 52,E10,2013,3,159.22
 52,E10,2013,4,156.45
 52,E10,2013,5,153.47
@@ -17567,6 +20099,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 52,E10,2021,10,162.22
 52,E10,2021,11,163.98
 52,E10,2021,12,159.14
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 52,SP98,2013,7,159.98
 52,SP98,2013,8,160.97
 52,SP98,2013,9,160.24
@@ -17585,7 +20141,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 52,SP98,2014,4,156.74
 52,SP98,2014,5,157.58
 52,SP98,2014,6,159.08
-52,SP98,2014,7,159.07
+52,SP98,2014,7,159.06
 52,SP98,2014,8,155.74
 52,SP98,2014,9,155.19
 52,SP98,2014,10,152.61
@@ -17606,7 +20162,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 52,SP98,2016,8,134.03
 52,SP98,2016,1,132.21
 52,SP98,2016,2,129.8
-52,SP98,2016,3,131.17
+52,SP98,2016,3,131.16
 52,SP98,2016,4,135.96
 52,SP98,2016,5,138.7
 52,SP98,2016,6,141.64
@@ -17643,7 +20199,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 52,SP98,2019,2,150.27
 52,SP98,2019,3,154.07
 52,SP98,2019,4,162.18
-52,SP98,2019,5,165.23
+52,SP98,2019,5,165.22
 52,SP98,2019,6,160.19
 52,SP98,2019,7,158.36
 52,SP98,2019,8,156.67
@@ -17672,9 +20228,33 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 52,SP98,2021,12,168.54
 52,SP98,2021,1,145.42
 52,SP98,2021,2,149.85
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 52,SP98,2021,4,157.1
 52,SP98,2021,5,157.94
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+52,SP98,2023,12,198.0
 31,Gazole,2007,9,110.38
 31,Gazole,2007,10,112.15
 31,Gazole,2007,11,119.71
@@ -17692,7 +20272,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 31,Gazole,2008,3,125.49
 31,Gazole,2008,4,128.2
 31,Gazole,2008,5,137.99
-31,Gazole,2008,6,143.23
+31,Gazole,2008,6,143.24
 31,Gazole,2008,7,142.51
 31,Gazole,2008,8,133.93
 31,Gazole,2008,9,130.52
@@ -17774,14 +20354,14 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 31,Gazole,2015,1,111.85
 31,Gazole,2015,2,117.93
 31,Gazole,2015,3,121.3
-31,Gazole,2015,4,121.05
+31,Gazole,2015,4,121.04
 31,Gazole,2015,5,123.8
 31,Gazole,2015,6,122.01
 31,Gazole,2015,7,118.45
 31,Gazole,2015,8,112.8
 31,Gazole,2015,9,110.94
 31,Gazole,2015,10,110.55
-31,Gazole,2015,11,110.44
+31,Gazole,2015,11,110.45
 31,Gazole,2015,12,103.6
 31,Gazole,2016,1,
 31,Gazole,2016,2,
@@ -17855,6 +20435,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 31,Gazole,2021,10,
 31,Gazole,2021,11,
 31,Gazole,2021,12,
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 31,SP95,2007,9,129.29
 31,SP95,2007,10,129.37
 31,SP95,2007,11,134.6
@@ -18035,6 +20639,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 31,SP95,2021,10,
 31,SP95,2021,11,
 31,SP95,2021,12,
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+31,SP95,2023,12,
 31,GPLc,2007,12,73.71
 31,GPLc,2007,11,73.05
 31,GPLc,2007,1,
@@ -18077,7 +20705,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 31,GPLc,2010,4,68.12
 31,GPLc,2010,5,69.37
 31,GPLc,2010,6,70.23
-31,GPLc,2010,7,72.36
+31,GPLc,2010,7,72.35
 31,GPLc,2010,8,72.83
 31,GPLc,2010,9,75.09
 31,GPLc,2010,10,77.09
@@ -18138,7 +20766,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 31,GPLc,2015,6,78.44
 31,GPLc,2015,7,77.24
 31,GPLc,2015,8,76.49
-31,GPLc,2015,9,75.03
+31,GPLc,2015,9,75.02
 31,GPLc,2015,10,73.84
 31,GPLc,2015,11,73.41
 31,GPLc,2015,12,72.76
@@ -18215,6 +20843,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 31,GPLc,2021,10,
 31,GPLc,2021,11,
 31,GPLc,2021,12,
+31,GPLc,2022,1,
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 31,E85,2007,5,82.32
 31,E85,2007,6,82.5
 31,E85,2007,7,82.22
@@ -18307,13 +20959,13 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 31,E85,2014,12,81.32
 31,E85,2014,1,89.93
 31,E85,2014,3,88.73
-31,E85,2014,4,87.49
+31,E85,2014,4,87.48
 31,E85,2014,5,86.41
 31,E85,2014,2,89.2
 31,E85,2014,6,86.08
 31,E85,2015,3,83.69
 31,E85,2015,4,86.33
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+31,E85,2015,5,86.04
 31,E85,2015,6,85.61
 31,E85,2015,7,85.04
 31,E85,2015,8,84.98
@@ -18395,6 +21047,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 31,E85,2021,10,
 31,E85,2021,11,
 31,E85,2021,12,
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 31,E10,2009,5,123.33
 31,E10,2009,6,129.09
 31,E10,2009,7,125.7
@@ -18416,7 +21092,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 31,E10,2010,7,135.57
 31,E10,2010,8,134.84
 31,E10,2010,9,135.08
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+31,E10,2010,10,136.07
 31,E10,2010,11,136.67
 31,E10,2010,12,142.29
 31,E10,2011,1,147.16
@@ -18551,6 +21227,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 31,E10,2021,10,
 31,E10,2021,11,
 31,E10,2021,12,
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 31,SP98,2013,7,161.66
 31,SP98,2013,8,162.23
 31,SP98,2013,9,161.06
@@ -18659,6 +21359,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 31,SP98,2021,10,
 31,SP98,2021,11,
 31,SP98,2021,12,
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 41,Gazole,2007,1,102.38
 41,Gazole,2007,2,103.34
 41,Gazole,2007,3,105.08
@@ -18744,7 +21468,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 41,Gazole,2013,12,136.06
 41,Gazole,2013,6,135.64
 41,Gazole,2014,1,135.03
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 41,Gazole,2014,3,133.89
 41,Gazole,2014,4,133.47
 41,Gazole,2014,5,133.35
@@ -18766,7 +21490,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 41,Gazole,2015,9,113.43
 41,Gazole,2015,10,113.39
 41,Gazole,2015,11,113.34
-41,Gazole,2015,12,106.67
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 41,Gazole,2016,1,
 41,Gazole,2016,2,
 41,Gazole,2016,3,
@@ -18839,6 +21563,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 41,Gazole,2021,10,
 41,Gazole,2021,11,
 41,Gazole,2021,12,
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 41,SP95,2007,1,118.8
 41,SP95,2007,2,120.07
 41,SP95,2007,3,125.66
@@ -18883,7 +21631,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 41,SP95,2010,6,138.08
 41,SP95,2010,7,136.1
 41,SP95,2010,8,135.07
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 41,SP95,2010,10,136.77
 41,SP95,2010,11,138.24
 41,SP95,2010,12,142.8
@@ -18943,7 +21691,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 41,SP95,2015,6,146.28
 41,SP95,2015,7,145.96
 41,SP95,2015,8,141.21
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 41,SP95,2015,10,132.76
 41,SP95,2015,11,133.01
 41,SP95,2015,12,130.43
@@ -19019,6 +21767,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 41,SP95,2021,10,
 41,SP95,2021,11,
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 41,GPLc,2007,12,70.26
 41,GPLc,2007,11,72.23
 41,GPLc,2007,1,
@@ -19061,7 +21833,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 41,GPLc,2010,6,67.32
 41,GPLc,2010,7,68.87
 41,GPLc,2010,11,72.13
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 41,GPLc,2010,4,65.56
 41,GPLc,2010,2,66.5
 41,GPLc,2010,8,69.37
@@ -19199,6 +21971,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 41,GPLc,2021,10,
 41,GPLc,2021,11,
 41,GPLc,2021,12,
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 41,E85,2007,6,84.0
 41,E85,2007,10,85.04
 41,E85,2007,11,84.26
@@ -19379,6 +22175,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
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 41,E10,2009,4,120.3
 41,E10,2009,5,122.91
 41,E10,2009,6,125.88
@@ -19428,7 +22248,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 41,E10,2012,11,149.22
 41,E10,2012,12,149.8
 41,E10,2013,1,154.16
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 41,E10,2013,3,159.79
 41,E10,2013,4,157.03
 41,E10,2013,5,154.0
@@ -19535,6 +22355,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 41,E10,2021,10,
 41,E10,2021,11,
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 41,SP98,2013,6,159.61
 41,SP98,2013,7,161.69
 41,SP98,2013,8,162.08
@@ -19550,7 +22394,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 41,SP98,2014,1,156.39
 41,SP98,2014,2,157.13
 41,SP98,2014,3,157.14
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 41,SP98,2014,5,158.79
 41,SP98,2014,6,159.93
 41,SP98,2014,7,160.48
@@ -19643,6 +22487,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 41,SP98,2021,10,
 41,SP98,2021,11,
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 42,Gazole,2007,1,102.79
 42,Gazole,2007,2,103.94
 42,Gazole,2007,3,105.04
@@ -19706,7 +22574,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 42,Gazole,2012,1,142.75
 42,Gazole,2012,2,144.73
 42,Gazole,2012,3,146.93
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 42,Gazole,2012,5,142.02
 42,Gazole,2012,6,136.59
 42,Gazole,2012,7,139.75
@@ -19725,7 +22593,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 42,Gazole,2013,8,136.81
 42,Gazole,2013,9,138.72
 42,Gazole,2013,10,135.43
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 42,Gazole,2013,12,135.52
 42,Gazole,2014,1,134.08
 42,Gazole,2014,2,134.59
@@ -19823,7 +22691,31 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 42,Gazole,2021,10,
 42,Gazole,2021,11,
 42,Gazole,2021,12,
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 42,SP95,2007,2,119.63
 42,SP95,2007,3,124.77
 42,SP95,2007,4,128.55
@@ -19835,7 +22727,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 42,SP95,2007,10,129.47
 42,SP95,2007,11,134.99
 42,SP95,2007,12,134.48
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 42,SP95,2008,2,136.46
 42,SP95,2008,3,138.33
 42,SP95,2008,4,140.55
@@ -19859,14 +22751,14 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 42,SP95,2009,10,126.05
 42,SP95,2009,11,128.76
 42,SP95,2009,12,127.55
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 42,SP95,2010,9,135.09
 42,SP95,2010,10,137.1
 42,SP95,2010,11,138.36
@@ -19903,7 +22795,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 42,SP95,2013,6,155.73
 42,SP95,2013,7,156.34
 42,SP95,2013,8,156.52
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 42,SP95,2013,10,151.07
 42,SP95,2013,11,150.41
 42,SP95,2013,12,152.16
@@ -20003,7 +22895,31 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 42,SP95,2021,10,
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+42,GPLc,2007,11,69.51
 42,GPLc,2007,12,72.27
 42,GPLc,2007,1,
 42,GPLc,2007,2,
@@ -20018,7 +22934,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 42,GPLc,2008,1,73.95
 42,GPLc,2008,2,73.39
 42,GPLc,2008,3,73.44
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 42,GPLc,2008,5,73.44
 42,GPLc,2008,6,74.86
 42,GPLc,2008,7,75.08
@@ -20035,7 +22951,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 42,GPLc,2009,8,63.81
 42,GPLc,2009,9,65.52
 42,GPLc,2009,10,65.74
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 42,GPLc,2009,12,68.47
 42,GPLc,2009,7,63.78
 42,GPLc,2009,2,68.76
@@ -20183,6 +23099,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 42,GPLc,2021,10,
 42,GPLc,2021,11,
 42,GPLc,2021,12,
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 42,E85,2007,11,82.56
 42,E85,2007,12,83.51
 42,E85,2007,9,82.8
@@ -20216,7 +23156,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 42,E85,2009,6,85.55
 42,E85,2009,7,91.57
 42,E85,2009,8,96.13
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 42,E85,2009,11,99.82
 42,E85,2009,12,101.45
 42,E85,2010,7,106.87
@@ -20225,7 +23165,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 42,E85,2010,10,107.26
 42,E85,2010,1,89.46
 42,E85,2010,3,93.23
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 42,E85,2010,5,100.32
 42,E85,2010,6,103.54
 42,E85,2010,8,106.38
@@ -20363,6 +23303,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
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+42,E85,2023,12,
 42,E10,2009,8,123.49
 42,E10,2009,5,118.21
 42,E10,2009,6,124.47
@@ -20519,6 +23483,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 42,E10,2021,10,
 42,E10,2021,11,
 42,E10,2021,12,
+42,E10,2022,1,
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+42,E10,2023,12,
 42,SP98,2013,7,161.96
 42,SP98,2013,8,162.28
 42,SP98,2013,9,161.54
@@ -20538,7 +23526,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 42,SP98,2014,5,158.78
 42,SP98,2014,6,159.68
 42,SP98,2014,7,159.85
-42,SP98,2014,8,157.07
+42,SP98,2014,8,157.06
 42,SP98,2014,9,157.94
 42,SP98,2014,10,155.24
 42,SP98,2014,11,150.18
@@ -20627,6 +23615,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 42,SP98,2021,10,
 42,SP98,2021,11,
 42,SP98,2021,12,
+42,SP98,2022,1,
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+42,SP98,2023,9,
+42,SP98,2023,10,
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+42,SP98,2023,12,
 02,Gazole,2007,1,101.23
 02,Gazole,2007,2,100.85
 02,Gazole,2007,3,101.97
@@ -20667,7 +23679,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 02,Gazole,2010,2,109.56
 02,Gazole,2010,3,113.61
 02,Gazole,2010,4,116.95
-02,Gazole,2010,5,117.05
+02,Gazole,2010,5,117.04
 02,Gazole,2010,6,117.4
 02,Gazole,2010,7,113.42
 02,Gazole,2010,8,115.79
@@ -20682,7 +23694,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 02,Gazole,2011,12,142.35
 02,Gazole,2011,1,131.35
 02,Gazole,2011,2,134.74
-02,Gazole,2011,3,140.34
+02,Gazole,2011,3,140.33
 02,Gazole,2011,4,139.93
 02,Gazole,2011,5,135.38
 02,Gazole,2011,6,136.4
@@ -20807,9 +23819,33 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 02,Gazole,2021,10,
 02,Gazole,2021,11,
 02,Gazole,2021,12,
+02,Gazole,2022,1,
+02,Gazole,2022,2,
+02,Gazole,2022,3,
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+02,Gazole,2022,10,
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+02,Gazole,2023,1,
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+02,Gazole,2023,5,
+02,Gazole,2023,6,
+02,Gazole,2023,7,
+02,Gazole,2023,8,
+02,Gazole,2023,9,
+02,Gazole,2023,10,
+02,Gazole,2023,11,
+02,Gazole,2023,12,
 02,SP95,2007,1,118.46
 02,SP95,2007,2,118.84
-02,SP95,2007,3,124.15
+02,SP95,2007,3,124.14
 02,SP95,2007,4,128.29
 02,SP95,2007,5,131.0
 02,SP95,2007,6,133.33
@@ -20987,6 +24023,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 02,SP95,2021,10,
 02,SP95,2021,11,
 02,SP95,2021,12,
+02,SP95,2022,1,
+02,SP95,2022,2,
+02,SP95,2022,3,
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+02,SP95,2023,1,
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+02,SP95,2023,9,
+02,SP95,2023,10,
+02,SP95,2023,11,
+02,SP95,2023,12,
 02,E10,2009,4,118.97
 02,E10,2009,5,119.92
 02,E10,2009,6,125.72
@@ -21011,7 +24071,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 02,E10,2010,10,137.77
 02,E10,2010,11,139.98
 02,E10,2010,12,145.48
-02,E10,2011,1,149.78
+02,E10,2011,1,149.77
 02,E10,2011,2,150.86
 02,E10,2011,3,154.06
 02,E10,2011,4,155.97
@@ -21027,7 +24087,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 02,E10,2012,2,163.76
 02,E10,2012,3,169.13
 02,E10,2012,4,171.5
-02,E10,2012,5,161.34
+02,E10,2012,5,161.33
 02,E10,2012,6,155.02
 02,E10,2012,7,160.07
 02,E10,2012,8,168.13
@@ -21053,7 +24113,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 02,E10,2014,4,158.2
 02,E10,2014,5,158.09
 02,E10,2014,6,160.52
-02,E10,2014,7,159.47
+02,E10,2014,7,159.46
 02,E10,2014,8,156.61
 02,E10,2014,9,154.68
 02,E10,2014,10,149.45
@@ -21143,6 +24203,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 02,E10,2021,10,
 02,E10,2021,11,
 02,E10,2021,12,
+02,E10,2022,1,
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+02,E10,2023,9,
+02,E10,2023,10,
+02,E10,2023,11,
+02,E10,2023,12,
 02,SP98,2013,7,167.96
 02,SP98,2013,8,168.69
 02,SP98,2013,9,167.42
@@ -21155,7 +24239,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 02,SP98,2013,4,
 02,SP98,2013,5,
 02,SP98,2013,6,
-02,SP98,2014,1,162.65
+02,SP98,2014,1,162.64
 02,SP98,2014,2,162.36
 02,SP98,2014,3,161.77
 02,SP98,2014,4,162.87
@@ -21251,11 +24335,35 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 02,SP98,2021,10,
 02,SP98,2021,11,
 02,SP98,2021,12,
+02,SP98,2022,1,
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+02,SP98,2023,9,
+02,SP98,2023,10,
+02,SP98,2023,11,
+02,SP98,2023,12,
 11,Gazole,2007,6,110.11
 11,Gazole,2007,11,122.42
 11,Gazole,2007,12,122.65
 11,Gazole,2007,1,103.47
-11,Gazole,2007,2,103.86
+11,Gazole,2007,2,103.85
 11,Gazole,2007,3,105.69
 11,Gazole,2007,4,108.12
 11,Gazole,2007,5,108.7
@@ -21301,7 +24409,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,Gazole,2010,10,119.32
 11,Gazole,2011,3,138.12
 11,Gazole,2011,1,129.81
-11,Gazole,2011,2,132.77
+11,Gazole,2011,2,132.76
 11,Gazole,2011,4,138.92
 11,Gazole,2011,5,134.95
 11,Gazole,2011,6,134.15
@@ -21363,7 +24471,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,Gazole,2016,6,119.31
 11,Gazole,2016,7,115.73
 11,Gazole,2016,8,113.96
-11,Gazole,2016,9,115.12
+11,Gazole,2016,9,115.13
 11,Gazole,2016,10,119.31
 11,Gazole,2016,11,118.45
 11,Gazole,2016,12,123.57
@@ -21401,7 +24509,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,Gazole,2019,2,149.15
 11,Gazole,2019,11,150.37
 11,Gazole,2019,3,151.56
-11,Gazole,2019,6,149.3
+11,Gazole,2019,6,149.29
 11,Gazole,2019,7,148.78
 11,Gazole,2019,8,147.97
 11,Gazole,2019,9,149.74
@@ -21431,6 +24539,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,Gazole,2021,9,152.05
 11,Gazole,2021,10,161.17
 11,Gazole,2021,12,159.51
+11,Gazole,2022,5,194.0
+11,Gazole,2022,6,216.0
+11,Gazole,2022,7,204.0
+11,Gazole,2022,8,194.0
+11,Gazole,2022,9,178.0
+11,Gazole,2022,10,193.0
+11,Gazole,2022,11,193.0
+11,Gazole,2022,12,184.0
+11,Gazole,2022,2,178.0
+11,Gazole,2022,3,209.0
+11,Gazole,2022,4,190.0
+11,Gazole,2022,1,169.0
+11,Gazole,2023,1,200.0
+11,Gazole,2023,4,187.0
+11,Gazole,2023,8,192.0
+11,Gazole,2023,5,176.0
+11,Gazole,2023,2,191.0
+11,Gazole,2023,3,191.0
+11,Gazole,2023,6,177.0
+11,Gazole,2023,7,180.0
+11,Gazole,2023,9,199.0
+11,Gazole,2023,10,200.0
+11,Gazole,2023,11,200.0
+11,Gazole,2023,12,200.0
 11,SP95,2007,6,134.49
 11,SP95,2007,11,136.28
 11,SP95,2007,12,135.45
@@ -21520,7 +24652,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,SP95,2014,12,136.21
 11,SP95,2014,4,153.14
 11,SP95,2014,5,153.64
-11,SP95,2014,7,155.36
+11,SP95,2014,7,155.35
 11,SP95,2014,10,149.06
 11,SP95,2014,11,145.14
 11,SP95,2014,3,151.99
@@ -21566,7 +24698,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,SP95,2018,1,150.24
 11,SP95,2018,10,159.33
 11,SP95,2018,2,149.85
-11,SP95,2018,5,157.21
+11,SP95,2018,5,157.2
 11,SP95,2018,6,158.48
 11,SP95,2018,12,147.8
 11,SP95,2018,3,149.24
@@ -21582,7 +24714,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,SP95,2019,11,154.92
 11,SP95,2019,3,151.85
 11,SP95,2019,6,157.28
-11,SP95,2019,7,155.86
+11,SP95,2019,7,155.85
 11,SP95,2019,8,154.55
 11,SP95,2019,9,153.93
 11,SP95,2019,10,153.86
@@ -21609,8 +24741,32 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,SP95,2021,5,155.51
 11,SP95,2021,6,156.69
 11,SP95,2021,7,160.32
-11,SP95,2021,8,160.74
+11,SP95,2021,8,160.73
 11,SP95,2021,12,165.67
+11,SP95,2022,2,183.0
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+11,SP95,2022,4,184.0
+11,SP95,2022,5,196.0
+11,SP95,2022,6,216.0
+11,SP95,2022,7,203.0
+11,SP95,2022,9,167.0
+11,SP95,2022,11,178.0
+11,SP95,2022,12,174.0
+11,SP95,2022,1,174.0
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+11,SP95,2022,8,188.0
+11,SP95,2023,1,193.0
+11,SP95,2023,4,199.0
+11,SP95,2023,8,198.0
+11,SP95,2023,2,196.0
+11,SP95,2023,3,197.0
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+11,SP95,2023,6,193.0
+11,SP95,2023,7,191.0
+11,SP95,2023,9,200.0
+11,SP95,2023,10,197.0
+11,SP95,2023,11,197.0
+11,SP95,2023,12,197.0
 11,GPLc,2007,12,74.86
 11,GPLc,2007,11,73.46
 11,GPLc,2007,1,
@@ -21626,7 +24782,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,GPLc,2008,1,75.24
 11,GPLc,2008,2,75.35
 11,GPLc,2008,3,75.26
-11,GPLc,2008,4,74.66
+11,GPLc,2008,4,74.65
 11,GPLc,2008,5,74.91
 11,GPLc,2008,6,76.26
 11,GPLc,2008,7,77.22
@@ -21660,7 +24816,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,GPLc,2010,11,77.98
 11,GPLc,2010,12,81.95
 11,GPLc,2011,1,83.12
-11,GPLc,2011,2,83.66
+11,GPLc,2011,2,83.65
 11,GPLc,2011,3,83.74
 11,GPLc,2011,4,83.44
 11,GPLc,2011,5,83.87
@@ -21675,7 +24831,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,GPLc,2012,2,87.09
 11,GPLc,2012,3,89.14
 11,GPLc,2012,4,89.57
-11,GPLc,2012,5,89.43
+11,GPLc,2012,5,89.42
 11,GPLc,2012,6,89.32
 11,GPLc,2012,7,87.8
 11,GPLc,2012,8,87.72
@@ -21712,7 +24868,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,GPLc,2015,7,80.37
 11,GPLc,2015,3,81.81
 11,GPLc,2015,4,81.91
-11,GPLc,2015,5,82.43
+11,GPLc,2015,5,82.42
 11,GPLc,2015,6,81.36
 11,GPLc,2015,8,80.35
 11,GPLc,2015,9,79.23
@@ -21735,10 +24891,10 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,GPLc,2017,5,76.6
 11,GPLc,2017,6,76.6
 11,GPLc,2017,11,78.04
-11,GPLc,2017,12,79.06
+11,GPLc,2017,12,79.05
 11,GPLc,2017,1,73.12
 11,GPLc,2017,2,75.24
-11,GPLc,2017,4,76.67
+11,GPLc,2017,4,76.66
 11,GPLc,2017,7,75.54
 11,GPLc,2017,8,75.16
 11,GPLc,2017,9,75.87
@@ -21754,7 +24910,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,GPLc,2018,9,85.64
 11,GPLc,2018,10,87.59
 11,GPLc,2018,11,87.55
-11,GPLc,2018,12,88.79
+11,GPLc,2018,12,88.78
 11,GPLc,2019,1,86.85
 11,GPLc,2019,2,86.1
 11,GPLc,2019,3,86.46
@@ -21785,17 +24941,41 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,GPLc,2021,6,86.54
 11,GPLc,2021,7,86.87
 11,GPLc,2021,8,87.39
-11,GPLc,2021,1,86.36
+11,GPLc,2021,1,86.35
 11,GPLc,2021,2,86.31
 11,GPLc,2021,9,87.84
 11,GPLc,2021,10,89.59
 11,GPLc,2021,11,91.18
 11,GPLc,2021,12,91.82
+11,GPLc,2022,5,86.0
+11,GPLc,2022,6,87.0
+11,GPLc,2022,7,88.0
+11,GPLc,2022,8,88.0
+11,GPLc,2022,9,78.0
+11,GPLc,2022,10,77.0
+11,GPLc,2022,11,83.0
+11,GPLc,2022,12,90.0
+11,GPLc,2022,1,93.0
+11,GPLc,2022,2,94.0
+11,GPLc,2022,3,97.0
+11,GPLc,2022,4,85.0
+11,GPLc,2023,1,100.0
+11,GPLc,2023,2,100.0
+11,GPLc,2023,3,101.0
+11,GPLc,2023,4,102.0
+11,GPLc,2023,5,102.0
+11,GPLc,2023,6,101.0
+11,GPLc,2023,7,101.0
+11,GPLc,2023,8,101.0
+11,GPLc,2023,9,101.0
+11,GPLc,2023,10,102.0
+11,GPLc,2023,11,102.0
+11,GPLc,2023,12,102.0
 11,E85,2007,3,79.38
 11,E85,2007,4,80.12
 11,E85,2007,6,81.07
 11,E85,2007,7,81.95
-11,E85,2007,8,82.35
+11,E85,2007,8,82.34
 11,E85,2007,10,82.33
 11,E85,2007,11,82.59
 11,E85,2007,12,83.49
@@ -21926,7 +25106,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,E85,2018,1,73.05
 11,E85,2018,2,72.67
 11,E85,2018,3,72.53
-11,E85,2018,4,72.42
+11,E85,2018,4,72.41
 11,E85,2018,5,72.12
 11,E85,2018,6,71.89
 11,E85,2018,7,72.41
@@ -21957,7 +25137,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,E85,2020,8,72.34
 11,E85,2020,9,72.25
 11,E85,2020,10,72.19
-11,E85,2020,11,72.09
+11,E85,2020,11,72.08
 11,E85,2020,12,72.24
 11,E85,2021,1,73.3
 11,E85,2021,2,73.0
@@ -21971,6 +25151,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,E85,2021,10,73.35
 11,E85,2021,11,73.56
 11,E85,2021,12,73.62
+11,E85,2022,1,76.0
+11,E85,2022,2,78.0
+11,E85,2022,3,89.0
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+11,E85,2023,12,106.0
 11,E10,2009,4,118.94
 11,E10,2009,5,122.3
 11,E10,2009,6,129.93
@@ -21978,7 +25182,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,E10,2009,9,126.49
 11,E10,2009,10,125.62
 11,E10,2009,11,127.91
-11,E10,2009,12,126.93
+11,E10,2009,12,126.92
 11,E10,2009,8,129.46
 11,E10,2009,1,
 11,E10,2009,2,
@@ -22050,12 +25254,12 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,E10,2015,5,145.76
 11,E10,2015,6,146.56
 11,E10,2015,7,146.03
-11,E10,2015,8,140.02
+11,E10,2015,8,140.01
 11,E10,2015,9,133.06
 11,E10,2015,10,130.83
 11,E10,2015,11,131.14
 11,E10,2015,12,128.52
-11,E10,2016,5,134.43
+11,E10,2016,5,134.42
 11,E10,2016,6,136.75
 11,E10,2016,7,131.06
 11,E10,2016,8,129.04
@@ -22086,12 +25290,12 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,E10,2018,5,155.6
 11,E10,2018,6,156.65
 11,E10,2018,7,155.68
-11,E10,2018,8,156.77
+11,E10,2018,8,156.76
 11,E10,2018,9,157.76
 11,E10,2018,10,157.81
 11,E10,2018,11,149.79
 11,E10,2018,12,144.77
-11,E10,2019,1,143.96
+11,E10,2019,1,143.95
 11,E10,2019,2,146.77
 11,E10,2019,3,150.4
 11,E10,2019,4,158.33
@@ -22127,13 +25331,37 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,E10,2021,12,165.08
 11,E10,2021,10,167.82
 11,E10,2021,11,169.52
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 11,SP98,2013,8,162.84
 11,SP98,2013,6,158.17
 11,SP98,2013,7,161.99
 11,SP98,2013,9,162.02
 11,SP98,2013,10,157.18
 11,SP98,2013,11,156.29
-11,SP98,2013,12,157.8
+11,SP98,2013,12,157.79
 11,SP98,2013,1,
 11,SP98,2013,2,
 11,SP98,2013,3,
@@ -22218,7 +25446,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,SP98,2020,4,139.87
 11,SP98,2020,5,137.5
 11,SP98,2020,6,142.9
-11,SP98,2020,7,146.56
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 11,SP98,2020,8,145.43
 11,SP98,2020,9,144.78
 11,SP98,2020,10,145.24
@@ -22235,6 +25463,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 11,SP98,2021,10,177.04
 11,SP98,2021,11,179.19
 11,SP98,2021,12,175.13
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 04,Gazole,2011,3,146.36
 04,Gazole,2011,5,142.84
 04,Gazole,2011,6,140.5
@@ -22249,7 +25501,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 04,Gazole,2011,4,147.0
 04,Gazole,2012,1,151.77
 04,Gazole,2012,2,152.45
-04,Gazole,2012,3,156.07
+04,Gazole,2012,3,156.06
 04,Gazole,2012,4,154.57
 04,Gazole,2012,5,151.58
 04,Gazole,2012,6,146.0
@@ -22302,7 +25554,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 04,Gazole,2016,5,119.58
 04,Gazole,2016,6,119.13
 04,Gazole,2016,7,109.4
-04,Gazole,2016,8,108.54
+04,Gazole,2016,8,108.53
 04,Gazole,2016,9,108.94
 04,Gazole,2016,10,115.27
 04,Gazole,2016,11,115.9
@@ -22367,6 +25619,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 04,Gazole,2021,10,
 04,Gazole,2021,11,
 04,Gazole,2021,12,
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 04,SP95,2011,3,160.5
 04,SP95,2011,4,160.47
 04,SP95,2011,5,160.74
@@ -22376,7 +25652,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 04,SP95,2011,9,162.43
 04,SP95,2011,10,160.42
 04,SP95,2011,11,159.63
-04,SP95,2011,12,159.07
+04,SP95,2011,12,159.06
 04,SP95,2011,1,
 04,SP95,2011,2,
 04,SP95,2012,1,164.88
@@ -22499,6 +25775,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 04,SP95,2021,10,
 04,SP95,2021,11,
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 04,GPLc,2011,3,88.0
 04,GPLc,2011,4,88.33
 04,GPLc,2011,5,89.26
@@ -22631,6 +25931,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 04,GPLc,2021,10,
 04,GPLc,2021,11,
 04,GPLc,2021,12,
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 04,E10,2012,8,170.0
 04,E10,2012,9,170.0
 04,E10,2012,11,169.33
@@ -22751,6 +26075,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 04,E10,2021,10,
 04,E10,2021,11,
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 04,SP98,2013,7,169.8
 04,SP98,2013,8,170.55
 04,SP98,2013,9,169.98
@@ -22859,6 +26207,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 04,SP98,2021,10,
 04,SP98,2021,11,
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 84,Gazole,2016,1,105.11
 84,Gazole,2016,2,104.64
 84,Gazole,2016,3,108.5
@@ -22931,6 +26303,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 84,Gazole,2021,10,156.91
 84,Gazole,2021,11,158.95
 84,Gazole,2021,12,155.8
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 84,SP95,2016,1,130.1
 84,SP95,2016,2,128.0
 84,SP95,2016,3,129.67
@@ -22941,7 +26337,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 84,SP95,2016,8,131.14
 84,SP95,2016,9,132.5
 84,SP95,2016,10,135.66
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 84,SP95,2016,12,139.45
 84,SP95,2017,1,144.8
 84,SP95,2017,2,144.94
@@ -23003,6 +26399,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 84,SP95,2021,10,165.68
 84,SP95,2021,11,167.67
 84,SP95,2021,12,165.77
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 84,SP98,2016,1,135.04
 84,SP98,2016,2,132.52
 84,SP98,2016,3,133.9
@@ -23075,6 +26495,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 84,SP98,2021,10,172.02
 84,SP98,2021,11,173.8
 84,SP98,2021,12,171.74
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 84,GPLc,2016,4,72.02
 84,GPLc,2016,1,73.9
 84,GPLc,2016,2,73.74
@@ -23087,7 +26531,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 84,GPLc,2016,8,71.96
 84,GPLc,2016,10,72.01
 84,GPLc,2016,11,72.27
-84,GPLc,2017,1,73.7
+84,GPLc,2017,1,73.69
 84,GPLc,2017,3,76.69
 84,GPLc,2017,4,77.01
 84,GPLc,2017,6,77.02
@@ -23147,6 +26591,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 84,GPLc,2021,10,89.0
 84,GPLc,2021,12,90.87
 84,GPLc,2021,4,86.75
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 84,E10,2016,11,131.96
 84,E10,2016,1,127.63
 84,E10,2016,2,124.88
@@ -23219,6 +26687,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 84,E10,2021,10,162.75
 84,E10,2021,11,164.15
 84,E10,2021,12,161.89
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 84,E85,2016,1,73.41
 84,E85,2016,2,74.95
 84,E85,2016,3,76.87
@@ -23253,7 +26745,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 84,E85,2018,8,72.42
 84,E85,2018,9,72.87
 84,E85,2018,10,73.03
-84,E85,2018,11,71.15
+84,E85,2018,11,71.14
 84,E85,2018,12,71.92
 84,E85,2019,5,72.31
 84,E85,2019,6,71.82
@@ -23291,6 +26783,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 84,E85,2021,10,72.57
 84,E85,2021,11,73.66
 84,E85,2021,12,73.61
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+84,E85,2022,6,88.0
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+84,E85,2022,10,77.0
+84,E85,2023,5,115.0
+84,E85,2023,6,114.0
+84,E85,2023,7,109.0
+84,E85,2023,8,109.0
+84,E85,2023,9,109.0
+84,E85,2023,10,108.0
+84,E85,2023,1,113.0
+84,E85,2023,2,116.0
+84,E85,2023,3,117.0
+84,E85,2023,4,116.0
+84,E85,2023,11,108.0
+84,E85,2023,12,108.0
 27,Gazole,2016,1,104.99
 27,Gazole,2016,2,103.78
 27,Gazole,2016,3,107.62
@@ -23317,13 +26833,13 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 27,Gazole,2017,12,129.95
 27,Gazole,2018,1,141.33
 27,Gazole,2018,2,140.3
-27,Gazole,2018,3,139.46
+27,Gazole,2018,3,139.45
 27,Gazole,2018,4,142.04
 27,Gazole,2018,5,147.02
 27,Gazole,2018,6,148.74
 27,Gazole,2018,7,147.4
 27,Gazole,2018,8,147.53
-27,Gazole,2018,9,149.95
+27,Gazole,2018,9,149.94
 27,Gazole,2018,10,154.27
 27,Gazole,2018,11,151.18
 27,Gazole,2018,12,145.59
@@ -23363,6 +26879,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 27,Gazole,2021,10,156.55
 27,Gazole,2021,11,159.14
 27,Gazole,2021,12,156.38
+27,Gazole,2022,1,165.0
+27,Gazole,2022,2,173.0
+27,Gazole,2022,3,205.0
+27,Gazole,2022,4,189.0
+27,Gazole,2022,5,192.0
+27,Gazole,2022,6,209.0
+27,Gazole,2022,7,202.0
+27,Gazole,2022,8,191.0
+27,Gazole,2022,9,177.0
+27,Gazole,2022,10,190.0
+27,Gazole,2022,11,191.0
+27,Gazole,2022,12,180.0
+27,Gazole,2023,1,193.0
+27,Gazole,2023,2,188.0
+27,Gazole,2023,3,186.0
+27,Gazole,2023,4,182.0
+27,Gazole,2023,5,170.0
+27,Gazole,2023,6,171.0
+27,Gazole,2023,7,174.0
+27,Gazole,2023,8,186.0
+27,Gazole,2023,9,193.0
+27,Gazole,2023,10,195.0
+27,Gazole,2023,11,195.0
+27,Gazole,2023,12,195.0
 27,SP95,2016,1,129.61
 27,SP95,2016,2,127.34
 27,SP95,2016,3,128.33
@@ -23396,7 +26936,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 27,SP95,2018,7,155.88
 27,SP95,2018,8,156.04
 27,SP95,2018,9,157.29
-27,SP95,2018,10,158.74
+27,SP95,2018,10,158.73
 27,SP95,2018,11,153.34
 27,SP95,2018,12,148.55
 27,SP95,2019,1,144.41
@@ -23435,6 +26975,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 27,SP95,2021,10,166.44
 27,SP95,2021,11,169.24
 27,SP95,2021,12,167.01
+27,SP95,2022,1,173.0
+27,SP95,2022,2,181.0
+27,SP95,2022,3,202.0
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+27,SP95,2022,5,192.0
+27,SP95,2022,6,210.0
+27,SP95,2022,7,203.0
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+27,SP95,2022,11,183.0
+27,SP95,2022,12,178.0
+27,SP95,2023,1,189.0
+27,SP95,2023,2,193.0
+27,SP95,2023,3,193.0
+27,SP95,2023,4,195.0
+27,SP95,2023,5,188.0
+27,SP95,2023,6,189.0
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+27,SP95,2023,8,196.0
+27,SP95,2023,9,199.0
+27,SP95,2023,10,198.0
+27,SP95,2023,11,198.0
+27,SP95,2023,12,198.0
 27,E10,2016,1,127.8
 27,E10,2016,2,124.88
 27,E10,2016,3,125.84
@@ -23473,7 +27037,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 27,E10,2018,12,143.73
 27,E10,2019,1,142.01
 27,E10,2019,2,144.29
-27,E10,2019,3,148.58
+27,E10,2019,3,148.57
 27,E10,2019,4,154.87
 27,E10,2019,6,151.43
 27,E10,2019,7,151.14
@@ -23490,7 +27054,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 27,E10,2020,5,126.31
 27,E10,2020,6,131.07
 27,E10,2020,7,133.88
-27,E10,2020,8,133.21
+27,E10,2020,8,133.2
 27,E10,2020,9,133.21
 27,E10,2020,10,133.31
 27,E10,2020,11,133.07
@@ -23507,6 +27071,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 27,E10,2021,10,163.33
 27,E10,2021,11,165.42
 27,E10,2021,12,162.72
+27,E10,2022,1,170.0
+27,E10,2022,2,177.0
+27,E10,2022,3,196.0
+27,E10,2022,4,176.0
+27,E10,2022,5,188.0
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+27,E10,2022,8,178.0
+27,E10,2022,9,153.0
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+27,E10,2022,12,168.0
+27,E10,2023,1,187.0
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+27,E10,2023,9,196.0
+27,E10,2023,10,193.0
+27,E10,2023,11,193.0
+27,E10,2023,12,193.0
 27,SP98,2016,1,134.67
 27,SP98,2016,2,131.89
 27,SP98,2016,3,132.6
@@ -23570,7 +27158,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 27,SP98,2021,1,148.03
 27,SP98,2021,2,152.3
 27,SP98,2021,3,158.03
-27,SP98,2021,4,159.54
+27,SP98,2021,4,159.53
 27,SP98,2021,5,160.37
 27,SP98,2021,6,161.28
 27,SP98,2021,7,164.95
@@ -23579,6 +27167,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 27,SP98,2021,10,171.94
 27,SP98,2021,11,174.89
 27,SP98,2021,12,172.62
+27,SP98,2022,1,179.0
+27,SP98,2022,2,186.0
+27,SP98,2022,3,206.0
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+27,SP98,2022,5,198.0
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+27,SP98,2022,7,207.0
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+27,SP98,2022,9,165.0
+27,SP98,2022,10,176.0
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+27,SP98,2022,12,180.0
+27,SP98,2023,1,196.0
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+27,SP98,2023,3,199.0
+27,SP98,2023,4,200.0
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+27,SP98,2023,7,194.0
+27,SP98,2023,8,201.0
+27,SP98,2023,9,203.0
+27,SP98,2023,10,202.0
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+27,SP98,2023,12,202.0
 27,GPLc,2016,1,75.61
 27,GPLc,2016,2,74.03
 27,GPLc,2016,7,72.41
@@ -23651,7 +27263,31 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 27,GPLc,2021,5,89.1
 27,GPLc,2021,6,89.53
 27,GPLc,2021,9,90.55
-27,E85,2016,1,68.22
+27,GPLc,2022,1,93.0
+27,GPLc,2022,2,94.0
+27,GPLc,2022,3,97.0
+27,GPLc,2022,4,88.0
+27,GPLc,2022,6,89.0
+27,GPLc,2022,7,90.0
+27,GPLc,2022,8,90.0
+27,GPLc,2022,9,82.0
+27,GPLc,2022,10,81.0
+27,GPLc,2022,11,86.0
+27,GPLc,2022,12,93.0
+27,GPLc,2022,5,88.0
+27,GPLc,2023,1,100.0
+27,GPLc,2023,2,100.0
+27,GPLc,2023,3,102.0
+27,GPLc,2023,6,103.0
+27,GPLc,2023,7,104.0
+27,GPLc,2023,8,104.0
+27,GPLc,2023,9,104.0
+27,GPLc,2023,4,104.0
+27,GPLc,2023,5,104.0
+27,GPLc,2023,10,104.0
+27,GPLc,2023,11,104.0
+27,GPLc,2023,12,104.0
+27,E85,2016,1,68.21
 27,E85,2016,7,88.95
 27,E85,2016,8,90.13
 27,E85,2016,11,90.69
@@ -23723,6 +27359,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 27,E85,2021,10,71.06
 27,E85,2021,11,71.94
 27,E85,2021,12,72.09
+27,E85,2022,3,91.0
+27,E85,2022,4,79.0
+27,E85,2022,6,87.0
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+27,E85,2022,8,85.0
+27,E85,2022,9,71.0
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+27,E85,2022,11,86.0
+27,E85,2022,12,90.0
+27,E85,2022,1,76.0
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+27,E85,2022,5,81.0
+27,E85,2023,1,111.0
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+27,E85,2023,4,114.0
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+27,E85,2023,9,107.0
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+27,E85,2023,6,111.0
+27,E85,2023,10,106.0
+27,E85,2023,11,106.0
+27,E85,2023,12,106.0
 32,Gazole,2016,1,102.78
 32,Gazole,2016,3,106.67
 32,Gazole,2016,4,107.26
@@ -23795,6 +27455,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 32,Gazole,2021,10,154.65
 32,Gazole,2021,11,156.18
 32,Gazole,2021,12,153.05
+32,Gazole,2022,1,163.0
+32,Gazole,2022,2,171.0
+32,Gazole,2022,3,203.0
+32,Gazole,2022,4,185.0
+32,Gazole,2022,5,188.0
+32,Gazole,2022,6,209.0
+32,Gazole,2022,7,199.0
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+32,Gazole,2022,9,173.0
+32,Gazole,2022,10,187.0
+32,Gazole,2022,11,188.0
+32,Gazole,2022,12,178.0
+32,Gazole,2023,1,192.0
+32,Gazole,2023,2,185.0
+32,Gazole,2023,3,183.0
+32,Gazole,2023,4,179.0
+32,Gazole,2023,5,168.0
+32,Gazole,2023,6,169.0
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+32,Gazole,2023,8,185.0
+32,Gazole,2023,9,192.0
+32,Gazole,2023,10,195.0
+32,Gazole,2023,11,195.0
+32,Gazole,2023,12,195.0
 32,SP95,2016,1,127.9
 32,SP95,2016,3,126.98
 32,SP95,2016,4,131.55
@@ -23821,7 +27505,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 32,SP95,2017,12,141.25
 32,SP95,2018,1,147.8
 32,SP95,2018,2,147.24
-32,SP95,2018,3,146.27
+32,SP95,2018,3,146.26
 32,SP95,2018,4,149.39
 32,SP95,2018,5,154.19
 32,SP95,2018,6,155.47
@@ -23861,12 +27545,36 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 32,SP95,2021,4,151.95
 32,SP95,2021,5,152.94
 32,SP95,2021,6,154.07
-32,SP95,2021,7,157.58
+32,SP95,2021,7,157.57
 32,SP95,2021,8,158.25
 32,SP95,2021,9,158.41
 32,SP95,2021,10,164.55
 32,SP95,2021,11,167.02
 32,SP95,2021,12,163.25
+32,SP95,2022,1,171.0
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+32,SP95,2023,12,193.0
 32,SP98,2016,1,132.52
 32,SP98,2016,3,131.41
 32,SP98,2016,4,136.09
@@ -23939,6 +27647,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 32,SP98,2021,10,170.72
 32,SP98,2021,11,173.01
 32,SP98,2021,12,168.88
+32,SP98,2022,1,177.0
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+32,SP98,2023,12,198.0
 32,E10,2016,1,125.74
 32,E10,2016,2,123.3
 32,E10,2016,3,125.11
@@ -24011,6 +27743,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 32,E10,2021,8,156.15
 32,E10,2021,9,156.54
 32,E10,2021,10,162.73
+32,E10,2022,1,169.0
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+32,E10,2023,12,191.0
 32,E85,2016,1,66.44
 32,E85,2016,6,74.87
 32,E85,2016,7,76.12
@@ -24053,7 +27809,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 32,E85,2019,8,64.2
 32,E85,2019,9,64.58
 32,E85,2019,10,65.0
-32,E85,2019,11,65.17
+32,E85,2019,11,65.16
 32,E85,2019,1,62.88
 32,E85,2019,3,61.73
 32,E85,2019,6,64.75
@@ -24083,6 +27839,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 32,E85,2021,6,66.29
 32,E85,2021,7,67.2
 32,E85,2021,5,66.08
+32,E85,2022,1,75.0
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 32,GPLc,2016,1,72.53
 32,GPLc,2016,2,72.01
 32,GPLc,2016,4,69.92
@@ -24128,7 +27908,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 32,GPLc,2019,9,85.3
 32,GPLc,2019,8,84.94
 32,GPLc,2019,1,84.7
-32,GPLc,2019,2,84.46
+32,GPLc,2019,2,84.45
 32,GPLc,2019,3,84.56
 32,GPLc,2019,12,85.71
 32,GPLc,2020,3,84.84
@@ -24155,6 +27935,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 32,GPLc,2021,1,84.56
 32,GPLc,2021,5,85.06
 32,GPLc,2021,11,87.32
+32,GPLc,2022,3,95.0
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+32,GPLc,2022,9,77.0
+32,GPLc,2022,10,78.0
+32,GPLc,2022,11,85.0
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+32,GPLc,2023,12,103.0
 44,Gazole,2016,1,104.38
 44,Gazole,2016,2,103.53
 44,Gazole,2016,3,107.57
@@ -24176,7 +27980,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 44,Gazole,2017,7,119.19
 44,Gazole,2017,8,121.09
 44,Gazole,2017,9,123.51
-44,Gazole,2017,10,125.93
+44,Gazole,2017,10,125.92
 44,Gazole,2017,11,128.73
 44,Gazole,2017,12,129.46
 44,Gazole,2018,1,140.74
@@ -24198,11 +28002,11 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 44,Gazole,2019,5,150.35
 44,Gazole,2019,6,145.02
 44,Gazole,2019,7,144.36
-44,Gazole,2019,8,143.83
+44,Gazole,2019,8,143.82
 44,Gazole,2019,9,145.46
 44,Gazole,2019,10,146.38
 44,Gazole,2019,11,146.12
-44,Gazole,2019,12,147.58
+44,Gazole,2019,12,147.57
 44,Gazole,2020,1,149.25
 44,Gazole,2020,2,142.83
 44,Gazole,2020,3,132.71
@@ -24212,7 +28016,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 44,Gazole,2020,7,125.62
 44,Gazole,2020,8,125.13
 44,Gazole,2020,9,122.77
-44,Gazole,2020,10,122.05
+44,Gazole,2020,10,122.04
 44,Gazole,2020,11,122.98
 44,Gazole,2020,12,127.12
 44,Gazole,2021,1,131.32
@@ -24227,6 +28031,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 44,Gazole,2021,10,156.06
 44,Gazole,2021,11,158.96
 44,Gazole,2021,12,155.79
+44,Gazole,2022,1,164.0
+44,Gazole,2022,2,172.0
+44,Gazole,2022,3,205.0
+44,Gazole,2022,4,188.0
+44,Gazole,2022,5,191.0
+44,Gazole,2022,6,208.0
+44,Gazole,2022,7,200.0
+44,Gazole,2022,8,192.0
+44,Gazole,2022,9,178.0
+44,Gazole,2022,10,190.0
+44,Gazole,2022,11,191.0
+44,Gazole,2022,12,181.0
+44,Gazole,2023,1,195.0
+44,Gazole,2023,2,188.0
+44,Gazole,2023,3,186.0
+44,Gazole,2023,4,181.0
+44,Gazole,2023,5,170.0
+44,Gazole,2023,6,170.0
+44,Gazole,2023,7,173.0
+44,Gazole,2023,8,186.0
+44,Gazole,2023,9,193.0
+44,Gazole,2023,10,195.0
+44,Gazole,2023,11,195.0
+44,Gazole,2023,12,195.0
 44,SP95,2016,1,128.46
 44,SP95,2016,2,125.87
 44,SP95,2016,3,127.38
@@ -24274,7 +28102,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 44,SP95,2019,9,152.76
 44,SP95,2019,10,152.62
 44,SP95,2019,11,153.0
-44,SP95,2019,12,154.11
+44,SP95,2019,12,154.1
 44,SP95,2020,1,155.56
 44,SP95,2020,2,151.58
 44,SP95,2020,3,141.82
@@ -24295,10 +28123,34 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 44,SP95,2021,6,155.77
 44,SP95,2021,7,159.06
 44,SP95,2021,8,159.7
-44,SP95,2021,9,160.34
+44,SP95,2021,9,160.33
 44,SP95,2021,10,166.52
 44,SP95,2021,11,169.74
 44,SP95,2021,12,166.04
+44,SP95,2022,1,173.0
+44,SP95,2022,2,180.0
+44,SP95,2022,3,201.0
+44,SP95,2022,4,184.0
+44,SP95,2022,5,192.0
+44,SP95,2022,6,211.0
+44,SP95,2022,7,201.0
+44,SP95,2022,8,185.0
+44,SP95,2022,9,165.0
+44,SP95,2022,10,172.0
+44,SP95,2022,11,176.0
+44,SP95,2022,12,173.0
+44,SP95,2023,1,189.0
+44,SP95,2023,2,193.0
+44,SP95,2023,4,194.0
+44,SP95,2023,5,188.0
+44,SP95,2023,8,194.0
+44,SP95,2023,9,196.0
+44,SP95,2023,3,192.0
+44,SP95,2023,6,188.0
+44,SP95,2023,7,187.0
+44,SP95,2023,10,194.0
+44,SP95,2023,11,194.0
+44,SP95,2023,12,194.0
 44,E85,2016,1,71.94
 44,E85,2016,2,71.8
 44,E85,2016,3,73.55
@@ -24313,7 +28165,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 44,E85,2016,12,79.64
 44,E85,2017,1,68.16
 44,E85,2017,2,68.97
-44,E85,2017,3,68.35
+44,E85,2017,3,68.34
 44,E85,2017,4,68.29
 44,E85,2017,5,68.13
 44,E85,2017,6,66.68
@@ -24371,6 +28223,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 44,E85,2021,10,70.44
 44,E85,2021,11,71.39
 44,E85,2021,12,71.97
+44,E85,2022,1,75.0
+44,E85,2022,2,76.0
+44,E85,2022,3,88.0
+44,E85,2022,4,75.0
+44,E85,2022,5,78.0
+44,E85,2022,6,85.0
+44,E85,2022,7,86.0
+44,E85,2022,8,83.0
+44,E85,2022,9,70.0
+44,E85,2022,10,76.0
+44,E85,2022,11,87.0
+44,E85,2022,12,91.0
+44,E85,2023,1,112.0
+44,E85,2023,2,114.0
+44,E85,2023,3,114.0
+44,E85,2023,4,114.0
+44,E85,2023,5,114.0
+44,E85,2023,6,110.0
+44,E85,2023,7,106.0
+44,E85,2023,8,106.0
+44,E85,2023,9,105.0
+44,E85,2023,10,104.0
+44,E85,2023,11,104.0
+44,E85,2023,12,104.0
 44,SP98,2016,1,133.36
 44,SP98,2016,2,130.56
 44,SP98,2016,3,131.62
@@ -24443,6 +28319,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 44,SP98,2021,10,171.45
 44,SP98,2021,11,175.03
 44,SP98,2021,12,171.07
+44,SP98,2022,1,178.0
+44,SP98,2022,2,185.0
+44,SP98,2022,3,205.0
+44,SP98,2022,4,187.0
+44,SP98,2022,5,198.0
+44,SP98,2022,6,218.0
+44,SP98,2022,7,206.0
+44,SP98,2022,8,190.0
+44,SP98,2022,9,166.0
+44,SP98,2022,10,175.0
+44,SP98,2022,11,180.0
+44,SP98,2022,12,176.0
+44,SP98,2023,1,195.0
+44,SP98,2023,2,198.0
+44,SP98,2023,3,197.0
+44,SP98,2023,4,198.0
+44,SP98,2023,5,193.0
+44,SP98,2023,6,193.0
+44,SP98,2023,7,191.0
+44,SP98,2023,8,199.0
+44,SP98,2023,9,201.0
+44,SP98,2023,10,200.0
+44,SP98,2023,11,200.0
+44,SP98,2023,12,200.0
 44,E10,2016,1,125.78
 44,E10,2016,2,123.01
 44,E10,2016,3,124.38
@@ -24515,6 +28415,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 44,E10,2021,7,155.51
 44,E10,2021,8,155.99
 44,E10,2021,9,156.46
+44,E10,2022,1,169.0
+44,E10,2022,2,176.0
+44,E10,2022,3,196.0
+44,E10,2022,4,176.0
+44,E10,2022,5,188.0
+44,E10,2022,6,207.0
+44,E10,2022,7,195.0
+44,E10,2022,8,180.0
+44,E10,2022,9,155.0
+44,E10,2022,10,164.0
+44,E10,2022,11,169.0
+44,E10,2022,12,167.0
+44,E10,2023,1,187.0
+44,E10,2023,2,190.0
+44,E10,2023,3,189.0
+44,E10,2023,4,191.0
+44,E10,2023,5,184.0
+44,E10,2023,6,184.0
+44,E10,2023,7,183.0
+44,E10,2023,8,192.0
+44,E10,2023,9,194.0
+44,E10,2023,10,191.0
+44,E10,2023,11,191.0
+44,E10,2023,12,191.0
 44,GPLc,2016,2,72.36
 44,GPLc,2016,9,69.57
 44,GPLc,2016,1,72.75
@@ -24587,6 +28511,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 44,GPLc,2021,7,86.91
 44,GPLc,2021,8,87.34
 44,GPLc,2021,10,88.65
+44,GPLc,2022,2,93.0
+44,GPLc,2022,3,97.0
+44,GPLc,2022,4,84.0
+44,GPLc,2022,5,86.0
+44,GPLc,2022,9,80.0
+44,GPLc,2022,10,79.0
+44,GPLc,2022,11,85.0
+44,GPLc,2022,12,91.0
+44,GPLc,2022,1,92.0
+44,GPLc,2022,6,86.0
+44,GPLc,2022,7,86.0
+44,GPLc,2022,8,87.0
+44,GPLc,2023,1,99.0
+44,GPLc,2023,2,100.0
+44,GPLc,2023,3,101.0
+44,GPLc,2023,4,102.0
+44,GPLc,2023,5,102.0
+44,GPLc,2023,6,102.0
+44,GPLc,2023,7,102.0
+44,GPLc,2023,8,102.0
+44,GPLc,2023,9,102.0
+44,GPLc,2023,10,103.0
+44,GPLc,2023,11,103.0
+44,GPLc,2023,12,103.0
 76,Gazole,2016,1,104.39
 76,Gazole,2016,2,104.08
 76,Gazole,2016,3,108.06
@@ -24611,7 +28559,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 76,Gazole,2017,10,125.87
 76,Gazole,2017,11,128.67
 76,Gazole,2017,12,129.69
-76,Gazole,2018,1,140.93
+76,Gazole,2018,1,140.92
 76,Gazole,2018,2,139.53
 76,Gazole,2018,3,138.86
 76,Gazole,2018,4,141.72
@@ -24649,7 +28597,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 76,Gazole,2020,12,127.33
 76,Gazole,2021,1,131.68
 76,Gazole,2021,2,135.89
-76,Gazole,2021,3,139.83
+76,Gazole,2021,3,139.82
 76,Gazole,2021,4,139.13
 76,Gazole,2021,5,140.42
 76,Gazole,2021,6,142.84
@@ -24659,6 +28607,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 76,Gazole,2021,10,156.15
 76,Gazole,2021,11,157.99
 76,Gazole,2021,12,155.09
+76,Gazole,2022,1,164.0
+76,Gazole,2022,2,172.0
+76,Gazole,2022,3,204.0
+76,Gazole,2022,4,188.0
+76,Gazole,2022,5,191.0
+76,Gazole,2022,6,209.0
+76,Gazole,2022,7,200.0
+76,Gazole,2022,8,188.0
+76,Gazole,2022,9,174.0
+76,Gazole,2022,10,187.0
+76,Gazole,2022,11,186.0
+76,Gazole,2022,12,178.0
+76,Gazole,2023,1,192.0
+76,Gazole,2023,2,186.0
+76,Gazole,2023,3,185.0
+76,Gazole,2023,4,180.0
+76,Gazole,2023,5,169.0
+76,Gazole,2023,6,170.0
+76,Gazole,2023,7,172.0
+76,Gazole,2023,8,185.0
+76,Gazole,2023,9,192.0
+76,Gazole,2023,10,194.0
+76,Gazole,2023,11,194.0
+76,Gazole,2023,12,194.0
 76,GPLc,2016,1,73.83
 76,GPLc,2016,2,73.89
 76,GPLc,2016,3,72.75
@@ -24731,6 +28703,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 76,GPLc,2021,2,87.48
 76,GPLc,2021,6,87.8
 76,GPLc,2021,5,87.79
+76,GPLc,2022,3,97.0
+76,GPLc,2022,4,88.0
+76,GPLc,2022,6,88.0
+76,GPLc,2022,8,89.0
+76,GPLc,2022,11,86.0
+76,GPLc,2022,1,92.0
+76,GPLc,2022,2,93.0
+76,GPLc,2022,5,88.0
+76,GPLc,2022,7,89.0
+76,GPLc,2022,9,82.0
+76,GPLc,2022,10,82.0
+76,GPLc,2022,12,93.0
+76,GPLc,2023,2,101.0
+76,GPLc,2023,4,103.0
+76,GPLc,2023,6,104.0
+76,GPLc,2023,8,104.0
+76,GPLc,2023,9,104.0
+76,GPLc,2023,1,98.0
+76,GPLc,2023,3,102.0
+76,GPLc,2023,5,104.0
+76,GPLc,2023,7,104.0
+76,GPLc,2023,10,104.0
+76,GPLc,2023,11,104.0
+76,GPLc,2023,12,104.0
 76,E10,2016,1,126.52
 76,E10,2016,2,123.7
 76,E10,2016,3,125.65
@@ -24757,7 +28753,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 76,E10,2017,12,139.03
 76,E10,2018,1,145.6
 76,E10,2018,2,144.88
-76,E10,2018,3,144.6
+76,E10,2018,3,144.61
 76,E10,2018,4,147.0
 76,E10,2018,5,151.41
 76,E10,2018,6,152.48
@@ -24803,11 +28799,35 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 76,E10,2021,10,162.04
 76,E10,2021,11,163.46
 76,E10,2021,12,161.23
+76,E10,2022,1,169.0
+76,E10,2022,2,177.0
+76,E10,2022,3,196.0
+76,E10,2022,4,176.0
+76,E10,2022,5,188.0
+76,E10,2022,6,204.0
+76,E10,2022,7,193.0
+76,E10,2022,8,174.0
+76,E10,2022,9,149.0
+76,E10,2022,10,160.0
+76,E10,2022,11,169.0
+76,E10,2022,12,166.0
+76,E10,2023,1,186.0
+76,E10,2023,2,189.0
+76,E10,2023,3,190.0
+76,E10,2023,4,192.0
+76,E10,2023,5,184.0
+76,E10,2023,6,185.0
+76,E10,2023,7,185.0
+76,E10,2023,8,192.0
+76,E10,2023,9,195.0
+76,E10,2023,10,192.0
+76,E10,2023,11,192.0
+76,E10,2023,12,192.0
 76,SP98,2016,1,134.35
 76,SP98,2016,2,132.03
 76,SP98,2016,3,133.29
 76,SP98,2016,4,135.93
-76,SP98,2016,5,138.95
+76,SP98,2016,5,138.94
 76,SP98,2016,6,141.79
 76,SP98,2016,7,137.71
 76,SP98,2016,8,135.58
@@ -24825,7 +28845,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 76,SP98,2017,8,141.03
 76,SP98,2017,9,143.45
 76,SP98,2017,10,143.65
-76,SP98,2017,11,146.57
+76,SP98,2017,11,146.56
 76,SP98,2017,12,147.51
 76,SP98,2018,1,153.99
 76,SP98,2018,2,153.61
@@ -24853,7 +28873,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 76,SP98,2019,12,159.24
 76,SP98,2020,1,160.72
 76,SP98,2020,2,157.12
-76,SP98,2020,3,147.84
+76,SP98,2020,3,147.83
 76,SP98,2020,4,137.26
 76,SP98,2020,5,133.5
 76,SP98,2020,6,137.76
@@ -24875,6 +28895,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 76,SP98,2021,10,170.89
 76,SP98,2021,11,172.58
 76,SP98,2021,12,170.63
+76,SP98,2022,1,178.0
+76,SP98,2022,2,186.0
+76,SP98,2022,3,206.0
+76,SP98,2022,4,187.0
+76,SP98,2022,5,198.0
+76,SP98,2022,6,214.0
+76,SP98,2022,7,205.0
+76,SP98,2022,8,185.0
+76,SP98,2022,9,160.0
+76,SP98,2022,10,170.0
+76,SP98,2022,11,179.0
+76,SP98,2022,12,177.0
+76,SP98,2023,1,194.0
+76,SP98,2023,2,197.0
+76,SP98,2023,3,198.0
+76,SP98,2023,4,200.0
+76,SP98,2023,5,192.0
+76,SP98,2023,6,193.0
+76,SP98,2023,7,192.0
+76,SP98,2023,8,199.0
+76,SP98,2023,9,202.0
+76,SP98,2023,10,200.0
+76,SP98,2023,11,200.0
+76,SP98,2023,12,200.0
 76,SP95,2016,1,129.96
 76,SP95,2016,2,127.6
 76,SP95,2016,3,129.53
@@ -24904,7 +28948,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 76,SP95,2018,3,148.82
 76,SP95,2018,5,155.93
 76,SP95,2018,6,157.21
-76,SP95,2018,7,156.23
+76,SP95,2018,7,156.22
 76,SP95,2018,9,156.96
 76,SP95,2018,10,158.55
 76,SP95,2018,11,152.52
@@ -24936,10 +28980,10 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 76,SP95,2020,11,136.5
 76,SP95,2020,12,138.96
 76,SP95,2021,1,143.79
-76,SP95,2021,2,148.48
+76,SP95,2021,2,148.49
 76,SP95,2021,3,153.71
 76,SP95,2021,4,154.69
-76,SP95,2021,5,155.35
+76,SP95,2021,5,155.34
 76,SP95,2021,6,156.36
 76,SP95,2021,7,159.98
 76,SP95,2021,8,160.43
@@ -24947,6 +28991,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 76,SP95,2021,10,165.9
 76,SP95,2021,11,167.69
 76,SP95,2021,12,165.78
+76,SP95,2022,1,173.0
+76,SP95,2022,2,181.0
+76,SP95,2022,3,202.0
+76,SP95,2022,4,184.0
+76,SP95,2022,5,193.0
+76,SP95,2022,6,209.0
+76,SP95,2022,7,201.0
+76,SP95,2022,8,183.0
+76,SP95,2022,9,160.0
+76,SP95,2022,10,170.0
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+76,SP95,2022,12,174.0
+76,SP95,2023,1,190.0
+76,SP95,2023,2,193.0
+76,SP95,2023,3,194.0
+76,SP95,2023,4,196.0
+76,SP95,2023,5,189.0
+76,SP95,2023,6,189.0
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+76,SP95,2023,9,198.0
+76,SP95,2023,10,196.0
+76,SP95,2023,11,196.0
+76,SP95,2023,12,196.0
 76,E85,2016,1,76.81
 76,E85,2016,2,76.83
 76,E85,2016,3,76.49
@@ -25013,12 +29081,36 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 76,E85,2021,8,69.96
 76,E85,2021,10,71.34
 76,E85,2021,11,72.23
-76,E85,2021,12,72.42
+76,E85,2021,12,72.41
 76,E85,2021,4,68.64
 76,E85,2021,5,68.84
 76,E85,2021,6,68.94
 76,E85,2021,7,69.42
 76,E85,2021,9,70.22
+76,E85,2022,1,76.0
+76,E85,2022,2,80.0
+76,E85,2022,3,92.0
+76,E85,2022,4,80.0
+76,E85,2022,5,81.0
+76,E85,2022,6,87.0
+76,E85,2022,7,90.0
+76,E85,2022,8,86.0
+76,E85,2022,9,71.0
+76,E85,2022,10,76.0
+76,E85,2022,11,87.0
+76,E85,2022,12,90.0
+76,E85,2023,1,112.0
+76,E85,2023,3,116.0
+76,E85,2023,4,116.0
+76,E85,2023,6,112.0
+76,E85,2023,7,107.0
+76,E85,2023,9,107.0
+76,E85,2023,2,115.0
+76,E85,2023,5,114.0
+76,E85,2023,8,107.0
+76,E85,2023,10,106.0
+76,E85,2023,11,106.0
+76,E85,2023,12,106.0
 28,Gazole,2016,1,103.17
 28,Gazole,2016,2,102.79
 28,Gazole,2016,3,107.17
@@ -25091,6 +29183,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 28,Gazole,2021,10,154.97
 28,Gazole,2021,11,156.33
 28,Gazole,2021,12,153.36
+28,Gazole,2022,1,163.0
+28,Gazole,2022,2,171.0
+28,Gazole,2022,3,204.0
+28,Gazole,2022,4,186.0
+28,Gazole,2022,5,188.0
+28,Gazole,2022,6,209.0
+28,Gazole,2022,7,199.0
+28,Gazole,2022,8,188.0
+28,Gazole,2022,9,174.0
+28,Gazole,2022,10,187.0
+28,Gazole,2022,11,188.0
+28,Gazole,2022,12,178.0
+28,Gazole,2023,1,192.0
+28,Gazole,2023,2,185.0
+28,Gazole,2023,3,183.0
+28,Gazole,2023,4,179.0
+28,Gazole,2023,5,168.0
+28,Gazole,2023,6,169.0
+28,Gazole,2023,7,171.0
+28,Gazole,2023,8,185.0
+28,Gazole,2023,9,192.0
+28,Gazole,2023,10,194.0
+28,Gazole,2023,11,194.0
+28,Gazole,2023,12,194.0
 28,GPLc,2016,1,74.29
 28,GPLc,2016,2,74.24
 28,GPLc,2016,3,73.78
@@ -25142,7 +29258,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 28,GPLc,2020,1,87.99
 28,GPLc,2020,2,87.56
 28,GPLc,2020,3,87.25
-28,GPLc,2020,4,87.43
+28,GPLc,2020,4,87.42
 28,GPLc,2020,5,86.49
 28,GPLc,2020,6,86.3
 28,GPLc,2020,7,86.2
@@ -25163,6 +29279,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 28,GPLc,2021,10,88.55
 28,GPLc,2021,11,89.19
 28,GPLc,2021,12,90.67
+28,GPLc,2022,1,92.0
+28,GPLc,2022,2,93.0
+28,GPLc,2022,3,96.0
+28,GPLc,2022,4,85.0
+28,GPLc,2022,5,85.0
+28,GPLc,2022,6,85.0
+28,GPLc,2022,7,86.0
+28,GPLc,2022,8,85.0
+28,GPLc,2022,9,77.0
+28,GPLc,2022,10,78.0
+28,GPLc,2022,11,85.0
+28,GPLc,2022,12,92.0
+28,GPLc,2023,1,98.0
+28,GPLc,2023,2,99.0
+28,GPLc,2023,3,98.0
+28,GPLc,2023,4,98.0
+28,GPLc,2023,5,99.0
+28,GPLc,2023,6,99.0
+28,GPLc,2023,7,98.0
+28,GPLc,2023,8,99.0
+28,GPLc,2023,9,99.0
+28,GPLc,2023,10,99.0
+28,GPLc,2023,11,99.0
+28,GPLc,2023,12,99.0
 28,E10,2016,1,125.77
 28,E10,2016,2,123.18
 28,E10,2016,3,125.02
@@ -25235,6 +29375,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 28,E10,2021,10,162.72
 28,E10,2021,11,164.48
 28,E10,2021,12,160.11
+28,E10,2022,1,169.0
+28,E10,2022,2,176.0
+28,E10,2022,3,194.0
+28,E10,2022,4,175.0
+28,E10,2022,5,190.0
+28,E10,2022,6,211.0
+28,E10,2022,7,195.0
+28,E10,2022,8,178.0
+28,E10,2022,9,153.0
+28,E10,2022,10,163.0
+28,E10,2022,11,167.0
+28,E10,2022,12,164.0
+28,E10,2023,1,187.0
+28,E10,2023,2,189.0
+28,E10,2023,3,189.0
+28,E10,2023,4,192.0
+28,E10,2023,5,184.0
+28,E10,2023,6,184.0
+28,E10,2023,7,182.0
+28,E10,2023,8,192.0
+28,E10,2023,9,194.0
+28,E10,2023,10,191.0
+28,E10,2023,11,191.0
+28,E10,2023,12,191.0
 28,SP98,2016,1,132.98
 28,SP98,2016,2,130.43
 28,SP98,2016,3,131.96
@@ -25242,7 +29406,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 28,SP98,2016,5,139.38
 28,SP98,2016,6,141.67
 28,SP98,2016,7,137.19
-28,SP98,2016,8,134.71
+28,SP98,2016,8,134.7
 28,SP98,2016,9,135.89
 28,SP98,2016,10,139.07
 28,SP98,2016,11,138.22
@@ -25306,7 +29470,31 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 28,SP98,2021,9,164.97
 28,SP98,2021,10,171.23
 28,SP98,2021,11,173.35
-28,SP98,2021,12,169.35
+28,SP98,2021,12,169.34
+28,SP98,2022,1,177.0
+28,SP98,2022,2,184.0
+28,SP98,2022,3,204.0
+28,SP98,2022,4,186.0
+28,SP98,2022,5,199.0
+28,SP98,2022,6,221.0
+28,SP98,2022,7,207.0
+28,SP98,2022,8,189.0
+28,SP98,2022,9,165.0
+28,SP98,2022,10,174.0
+28,SP98,2022,11,178.0
+28,SP98,2022,12,175.0
+28,SP98,2023,1,195.0
+28,SP98,2023,2,197.0
+28,SP98,2023,3,198.0
+28,SP98,2023,4,199.0
+28,SP98,2023,5,192.0
+28,SP98,2023,6,192.0
+28,SP98,2023,7,190.0
+28,SP98,2023,8,198.0
+28,SP98,2023,9,200.0
+28,SP98,2023,10,198.0
+28,SP98,2023,11,198.0
+28,SP98,2023,12,198.0
 28,SP95,2016,1,128.16
 28,SP95,2016,2,125.68
 28,SP95,2016,3,127.42
@@ -25355,7 +29543,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 28,SP95,2019,10,151.7
 28,SP95,2019,11,152.56
 28,SP95,2019,12,153.6
-28,SP95,2020,1,154.55
+28,SP95,2020,1,154.54
 28,SP95,2020,2,150.84
 28,SP95,2020,3,140.11
 28,SP95,2020,4,128.87
@@ -25366,7 +29554,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 28,SP95,2020,9,134.5
 28,SP95,2020,10,134.93
 28,SP95,2020,11,134.19
-28,SP95,2020,12,136.57
+28,SP95,2020,12,136.56
 28,SP95,2021,1,141.28
 28,SP95,2021,2,145.89
 28,SP95,2021,3,151.46
@@ -25379,6 +29567,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 28,SP95,2021,10,165.18
 28,SP95,2021,11,167.5
 28,SP95,2021,12,163.72
+28,SP95,2022,9,165.0
+28,SP95,2022,1,172.0
+28,SP95,2022,2,180.0
+28,SP95,2022,3,201.0
+28,SP95,2022,4,183.0
+28,SP95,2022,5,193.0
+28,SP95,2022,6,214.0
+28,SP95,2022,7,202.0
+28,SP95,2022,8,186.0
+28,SP95,2022,10,173.0
+28,SP95,2022,11,175.0
+28,SP95,2022,12,172.0
+28,SP95,2023,1,190.0
+28,SP95,2023,2,193.0
+28,SP95,2023,3,193.0
+28,SP95,2023,4,196.0
+28,SP95,2023,5,188.0
+28,SP95,2023,6,188.0
+28,SP95,2023,7,186.0
+28,SP95,2023,8,194.0
+28,SP95,2023,9,196.0
+28,SP95,2023,10,194.0
+28,SP95,2023,11,194.0
+28,SP95,2023,12,194.0
 28,E85,2016,3,72.87
 28,E85,2016,5,80.53
 28,E85,2016,6,82.34
@@ -25444,13 +29656,37 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 28,E85,2021,8,66.8
 28,E85,2021,10,68.13
 28,E85,2021,11,70.48
-28,E85,2021,12,70.79
+28,E85,2021,12,70.78
 28,E85,2021,1,64.35
 28,E85,2021,2,64.49
 28,E85,2021,4,65.46
 28,E85,2021,5,65.66
 28,E85,2021,7,66.32
 28,E85,2021,9,66.47
+28,E85,2022,1,75.0
+28,E85,2022,3,89.0
+28,E85,2022,5,78.0
+28,E85,2022,6,86.0
+28,E85,2022,7,86.0
+28,E85,2022,8,83.0
+28,E85,2022,9,71.0
+28,E85,2022,10,79.0
+28,E85,2022,11,89.0
+28,E85,2022,12,91.0
+28,E85,2022,2,76.0
+28,E85,2022,4,76.0
+28,E85,2023,1,109.0
+28,E85,2023,2,112.0
+28,E85,2023,3,113.0
+28,E85,2023,4,113.0
+28,E85,2023,5,112.0
+28,E85,2023,7,104.0
+28,E85,2023,8,105.0
+28,E85,2023,9,104.0
+28,E85,2023,6,108.0
+28,E85,2023,10,104.0
+28,E85,2023,11,104.0
+28,E85,2023,12,104.0
 75,Gazole,2016,1,102.83
 75,Gazole,2016,2,102.64
 75,Gazole,2016,3,107.06
@@ -25476,7 +29712,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 75,Gazole,2017,11,128.53
 75,Gazole,2017,12,129.11
 75,Gazole,2018,1,140.72
-75,Gazole,2018,2,139.05
+75,Gazole,2018,2,139.04
 75,Gazole,2018,3,138.3
 75,Gazole,2018,4,141.28
 75,Gazole,2018,5,146.62
@@ -25523,6 +29759,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 75,Gazole,2021,10,155.2
 75,Gazole,2021,11,156.72
 75,Gazole,2021,12,153.93
+75,Gazole,2022,1,163.0
+75,Gazole,2022,2,172.0
+75,Gazole,2022,3,204.0
+75,Gazole,2022,4,186.0
+75,Gazole,2022,5,189.0
+75,Gazole,2022,6,209.0
+75,Gazole,2022,7,200.0
+75,Gazole,2022,8,188.0
+75,Gazole,2022,9,174.0
+75,Gazole,2022,10,187.0
+75,Gazole,2022,11,188.0
+75,Gazole,2022,12,178.0
+75,Gazole,2023,1,192.0
+75,Gazole,2023,2,185.0
+75,Gazole,2023,3,183.0
+75,Gazole,2023,4,179.0
+75,Gazole,2023,5,168.0
+75,Gazole,2023,6,169.0
+75,Gazole,2023,7,171.0
+75,Gazole,2023,8,185.0
+75,Gazole,2023,9,192.0
+75,Gazole,2023,10,194.0
+75,Gazole,2023,11,194.0
+75,Gazole,2023,12,194.0
 75,SP95,2016,1,128.72
 75,SP95,2016,2,126.54
 75,SP95,2016,3,128.03
@@ -25588,13 +29848,37 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 75,SP95,2021,3,152.27
 75,SP95,2021,4,153.32
 75,SP95,2021,5,154.31
-75,SP95,2021,6,155.58
+75,SP95,2021,6,155.57
 75,SP95,2021,7,159.13
 75,SP95,2021,8,159.84
 75,SP95,2021,9,160.16
 75,SP95,2021,10,165.7
 75,SP95,2021,11,167.99
 75,SP95,2021,12,164.44
+75,SP95,2022,1,172.0
+75,SP95,2022,2,181.0
+75,SP95,2022,3,201.0
+75,SP95,2022,4,183.0
+75,SP95,2022,5,194.0
+75,SP95,2022,6,214.0
+75,SP95,2022,7,202.0
+75,SP95,2022,8,186.0
+75,SP95,2022,9,164.0
+75,SP95,2022,10,172.0
+75,SP95,2022,11,174.0
+75,SP95,2022,12,171.0
+75,SP95,2023,1,190.0
+75,SP95,2023,2,193.0
+75,SP95,2023,3,193.0
+75,SP95,2023,4,195.0
+75,SP95,2023,5,189.0
+75,SP95,2023,6,189.0
+75,SP95,2023,7,186.0
+75,SP95,2023,8,194.0
+75,SP95,2023,9,196.0
+75,SP95,2023,10,194.0
+75,SP95,2023,11,194.0
+75,SP95,2023,12,194.0
 75,E85,2016,1,68.38
 75,E85,2016,3,71.21
 75,E85,2016,7,80.7
@@ -25667,6 +29951,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 75,E85,2021,10,70.44
 75,E85,2021,11,71.35
 75,E85,2021,12,71.32
+75,E85,2022,1,75.0
+75,E85,2022,2,78.0
+75,E85,2022,3,91.0
+75,E85,2022,4,78.0
+75,E85,2022,5,79.0
+75,E85,2022,6,87.0
+75,E85,2022,7,86.0
+75,E85,2022,8,82.0
+75,E85,2022,9,70.0
+75,E85,2022,10,78.0
+75,E85,2022,11,88.0
+75,E85,2022,12,89.0
+75,E85,2023,1,110.0
+75,E85,2023,2,113.0
+75,E85,2023,3,113.0
+75,E85,2023,4,112.0
+75,E85,2023,5,112.0
+75,E85,2023,6,108.0
+75,E85,2023,7,103.0
+75,E85,2023,8,104.0
+75,E85,2023,9,104.0
+75,E85,2023,10,103.0
+75,E85,2023,11,103.0
+75,E85,2023,12,103.0
 75,SP98,2016,1,132.72
 75,SP98,2016,2,130.36
 75,SP98,2016,3,131.52
@@ -25705,7 +30013,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 75,SP98,2018,12,150.15
 75,SP98,2019,1,148.94
 75,SP98,2019,2,151.21
-75,SP98,2019,3,154.95
+75,SP98,2019,3,154.94
 75,SP98,2019,4,162.83
 75,SP98,2019,5,165.98
 75,SP98,2019,6,161.4
@@ -25713,7 +30021,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 75,SP98,2019,8,158.05
 75,SP98,2019,9,157.36
 75,SP98,2019,10,157.36
-75,SP98,2019,11,158.21
+75,SP98,2019,11,158.2
 75,SP98,2019,12,159.25
 75,SP98,2020,1,160.24
 75,SP98,2020,2,156.25
@@ -25739,6 +30047,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 75,SP98,2021,10,171.37
 75,SP98,2021,11,173.58
 75,SP98,2021,12,169.74
+75,SP98,2022,1,177.0
+75,SP98,2022,2,185.0
+75,SP98,2022,3,205.0
+75,SP98,2022,4,187.0
+75,SP98,2022,5,199.0
+75,SP98,2022,6,221.0
+75,SP98,2022,7,207.0
+75,SP98,2022,8,189.0
+75,SP98,2022,9,165.0
+75,SP98,2022,10,175.0
+75,SP98,2022,11,178.0
+75,SP98,2022,12,175.0
+75,SP98,2023,1,194.0
+75,SP98,2023,2,197.0
+75,SP98,2023,3,197.0
+75,SP98,2023,4,199.0
+75,SP98,2023,5,192.0
+75,SP98,2023,6,192.0
+75,SP98,2023,7,190.0
+75,SP98,2023,8,198.0
+75,SP98,2023,9,200.0
+75,SP98,2023,10,198.0
+75,SP98,2023,11,198.0
+75,SP98,2023,12,198.0
 75,E10,2016,1,124.95
 75,E10,2016,2,122.34
 75,E10,2016,3,123.87
@@ -25790,7 +30122,7 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 75,E10,2020,1,152.15
 75,E10,2020,2,147.85
 75,E10,2020,3,137.21
-75,E10,2020,4,126.24
+75,E10,2020,4,126.23
 75,E10,2020,5,124.87
 75,E10,2020,6,130.53
 75,E10,2020,7,133.78
@@ -25811,6 +30143,30 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 75,E10,2021,10,162.84
 75,E10,2021,11,164.62
 75,E10,2021,12,160.3
+75,E10,2022,1,169.0
+75,E10,2022,2,176.0
+75,E10,2022,3,196.0
+75,E10,2022,4,176.0
+75,E10,2022,5,190.0
+75,E10,2022,6,210.0
+75,E10,2022,7,195.0
+75,E10,2022,8,179.0
+75,E10,2022,9,154.0
+75,E10,2022,10,165.0
+75,E10,2022,11,168.0
+75,E10,2022,12,165.0
+75,E10,2023,1,186.0
+75,E10,2023,2,188.0
+75,E10,2023,3,188.0
+75,E10,2023,4,191.0
+75,E10,2023,5,184.0
+75,E10,2023,6,184.0
+75,E10,2023,7,182.0
+75,E10,2023,8,191.0
+75,E10,2023,9,193.0
+75,E10,2023,10,190.0
+75,E10,2023,11,190.0
+75,E10,2023,12,190.0
 75,GPLc,2016,1,72.32
 75,GPLc,2016,4,70.57
 75,GPLc,2016,5,70.62
@@ -25883,3 +30239,27 @@ region,carburant,annee,mois,prix_moyen_par_hectolitre
 75,GPLc,2021,4,85.63
 75,GPLc,2021,6,85.65
 75,GPLc,2021,9,87.52
+75,GPLc,2022,1,93.0
+75,GPLc,2022,3,96.0
+75,GPLc,2022,4,85.0
+75,GPLc,2022,5,86.0
+75,GPLc,2022,6,85.0
+75,GPLc,2022,8,86.0
+75,GPLc,2022,10,76.0
+75,GPLc,2022,11,83.0
+75,GPLc,2022,2,93.0
+75,GPLc,2022,9,78.0
+75,GPLc,2022,12,91.0
+75,GPLc,2022,7,86.0
+75,GPLc,2023,1,99.0
+75,GPLc,2023,3,100.0
+75,GPLc,2023,9,100.0
+75,GPLc,2023,2,100.0
+75,GPLc,2023,4,101.0
+75,GPLc,2023,7,99.0
+75,GPLc,2023,8,100.0
+75,GPLc,2023,6,100.0
+75,GPLc,2023,5,101.0
+75,GPLc,2023,10,99.0
+75,GPLc,2023,11,99.0
+75,GPLc,2023,12,99.0
diff --git a/notebook_gouv/prix_mensuel_carburants_par_regions_litre.csv b/notebook_gouv/prix_mensuel_carburants_par_regions_litre.csv
index b4a82a39cf9ee169c655434cb27e95a030baf6a1..0fe8181f17353a88bc794d1ad10cbb8e57958800 100644
--- a/notebook_gouv/prix_mensuel_carburants_par_regions_litre.csv
+++ b/notebook_gouv/prix_mensuel_carburants_par_regions_litre.csv
@@ -179,6 +179,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 82,Gazole,2021,10,
 82,Gazole,2021,11,
 82,Gazole,2021,12,
+82,Gazole,2022,1,
+82,Gazole,2022,2,
+82,Gazole,2022,3,
+82,Gazole,2022,4,
+82,Gazole,2022,5,
+82,Gazole,2022,6,
+82,Gazole,2022,7,
+82,Gazole,2022,8,
+82,Gazole,2022,9,
+82,Gazole,2022,10,
+82,Gazole,2022,11,
+82,Gazole,2022,12,
+82,Gazole,2023,1,
+82,Gazole,2023,2,
+82,Gazole,2023,3,
+82,Gazole,2023,4,
+82,Gazole,2023,5,
+82,Gazole,2023,6,
+82,Gazole,2023,7,
+82,Gazole,2023,8,
+82,Gazole,2023,9,
+82,Gazole,2023,10,
+82,Gazole,2023,11,
+82,Gazole,2023,12,
 82,SP95,2007,1,1.18
 82,SP95,2007,2,1.19
 82,SP95,2007,3,1.24
@@ -359,6 +383,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 82,SP95,2021,10,
 82,SP95,2021,11,
 82,SP95,2021,12,
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 82,GPLc,2007,12,0.74
 82,GPLc,2007,11,0.74
 82,GPLc,2007,1,
@@ -539,6 +587,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 82,GPLc,2021,10,
 82,GPLc,2021,11,
 82,GPLc,2021,12,
+82,GPLc,2022,1,
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 82,E85,2007,7,0.83
 82,E85,2007,9,0.82
 82,E85,2007,10,0.83
@@ -719,6 +791,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 82,E85,2021,10,
 82,E85,2021,11,
 82,E85,2021,12,
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 82,E10,2009,4,1.16
 82,E10,2009,5,1.21
 82,E10,2009,6,1.27
@@ -875,6 +971,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 82,E10,2021,10,
 82,E10,2021,11,
 82,E10,2021,12,
+82,E10,2022,1,
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 82,SP98,2013,6,1.58
 82,SP98,2013,7,1.61
 82,SP98,2013,8,1.61
@@ -983,6 +1103,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 82,SP98,2021,10,
 82,SP98,2021,11,
 82,SP98,2021,12,
+82,SP98,2022,1,
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 22,Gazole,2007,1,1.02
 22,Gazole,2007,2,1.02
 22,Gazole,2007,4,1.06
@@ -1163,6 +1307,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 22,Gazole,2021,10,
 22,Gazole,2021,11,
 22,Gazole,2021,12,
+22,Gazole,2022,1,
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+22,Gazole,2023,12,
 22,SP95,2007,1,1.19
 22,SP95,2007,4,1.29
 22,SP95,2007,5,1.33
@@ -1343,6 +1511,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 22,SP95,2021,10,
 22,SP95,2021,11,
 22,SP95,2021,12,
+22,SP95,2022,1,
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 22,E85,2007,3,0.79
 22,E85,2007,5,0.8
 22,E85,2007,7,0.83
@@ -1523,6 +1715,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 22,E85,2021,10,
 22,E85,2021,11,
 22,E85,2021,12,
+22,E85,2022,1,
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 22,GPLc,2007,11,0.75
 22,GPLc,2007,12,0.73
 22,GPLc,2007,1,
@@ -1703,6 +1919,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 22,GPLc,2021,10,
 22,GPLc,2021,11,
 22,GPLc,2021,12,
+22,GPLc,2022,1,
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+22,GPLc,2023,12,
 22,E10,2009,5,1.23
 22,E10,2009,6,1.29
 22,E10,2009,7,1.26
@@ -1859,6 +2099,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 22,E10,2021,10,
 22,E10,2021,11,
 22,E10,2021,12,
+22,E10,2022,1,
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 22,SP98,2013,7,1.61
 22,SP98,2013,8,1.62
 22,SP98,2013,9,1.61
@@ -1967,6 +2231,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 22,SP98,2021,10,
 22,SP98,2021,11,
 22,SP98,2021,12,
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 83,Gazole,2007,1,1.03
 83,Gazole,2007,2,1.04
 83,Gazole,2007,3,1.06
@@ -2147,6 +2435,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 83,Gazole,2021,10,
 83,Gazole,2021,11,
 83,Gazole,2021,12,
+83,Gazole,2022,1,
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 83,SP95,2007,1,1.19
 83,SP95,2007,2,1.21
 83,SP95,2007,3,1.25
@@ -2327,6 +2639,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 83,SP95,2021,10,
 83,SP95,2021,11,
 83,SP95,2021,12,
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 83,GPLc,2007,12,0.73
 83,GPLc,2007,11,0.72
 83,GPLc,2007,1,
@@ -2507,6 +2843,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 83,GPLc,2021,10,
 83,GPLc,2021,11,
 83,GPLc,2021,12,
+83,GPLc,2022,1,
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 83,E85,2007,9,0.84
 83,E85,2007,1,
 83,E85,2007,2,
@@ -2687,6 +3047,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 83,E85,2021,10,
 83,E85,2021,11,
 83,E85,2021,12,
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 83,E10,2009,7,1.18
 83,E10,2009,8,1.23
 83,E10,2009,9,1.22
@@ -2843,6 +3227,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 83,E10,2021,10,
 83,E10,2021,11,
 83,E10,2021,12,
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 83,SP98,2013,6,1.59
 83,SP98,2013,7,1.62
 83,SP98,2013,8,1.63
@@ -2951,6 +3359,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 83,SP98,2021,10,
 83,SP98,2021,11,
 83,SP98,2021,12,
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 93,Gazole,2007,1,1.03
 93,Gazole,2007,2,1.03
 93,Gazole,2007,3,1.05
@@ -3131,6 +3563,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 93,Gazole,2021,10,1.57
 93,Gazole,2021,11,1.59
 93,Gazole,2021,12,1.56
+93,Gazole,2022,1,1.65
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+93,Gazole,2022,4,1.88
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+93,Gazole,2023,5,1.71
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+93,Gazole,2023,12,1.95
 93,SP95,2007,1,1.18
 93,SP95,2007,2,1.19
 93,SP95,2007,3,1.24
@@ -3311,6 +3767,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 93,SP95,2021,10,1.66
 93,SP95,2021,11,1.68
 93,SP95,2021,12,1.66
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+93,SP95,2023,12,1.96
 93,GPLc,2007,11,0.75
 93,GPLc,2007,12,0.74
 93,GPLc,2007,1,
@@ -3491,6 +3971,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 93,GPLc,2021,9,0.87
 93,GPLc,2021,11,0.9
 93,GPLc,2021,12,0.91
+93,GPLc,2022,1,0.91
+93,GPLc,2022,3,0.96
+93,GPLc,2022,4,0.84
+93,GPLc,2022,5,0.85
+93,GPLc,2022,8,0.87
+93,GPLc,2022,9,0.78
+93,GPLc,2022,10,0.77
+93,GPLc,2022,11,0.83
+93,GPLc,2022,12,0.9
+93,GPLc,2022,2,0.92
+93,GPLc,2022,7,0.87
+93,GPLc,2022,6,0.86
+93,GPLc,2023,1,1.0
+93,GPLc,2023,2,1.0
+93,GPLc,2023,3,1.01
+93,GPLc,2023,4,1.01
+93,GPLc,2023,5,1.01
+93,GPLc,2023,7,1.0
+93,GPLc,2023,9,1.01
+93,GPLc,2023,10,1.0
+93,GPLc,2023,8,1.0
+93,GPLc,2023,6,1.0
+93,GPLc,2023,11,1.0
+93,GPLc,2023,12,1.0
 93,E85,2007,12,0.83
 93,E85,2007,4,0.81
 93,E85,2007,8,0.82
@@ -3671,6 +4175,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 93,E85,2021,7,0.71
 93,E85,2021,8,0.71
 93,E85,2021,12,0.74
+93,E85,2022,1,0.76
+93,E85,2022,2,0.79
+93,E85,2022,3,0.92
+93,E85,2022,4,0.79
+93,E85,2022,5,0.8
+93,E85,2022,6,0.85
+93,E85,2022,7,0.88
+93,E85,2022,8,0.84
+93,E85,2022,9,0.7
+93,E85,2022,10,0.75
+93,E85,2022,11,0.86
+93,E85,2022,12,0.9
+93,E85,2023,1,1.13
+93,E85,2023,2,1.15
+93,E85,2023,3,1.16
+93,E85,2023,4,1.16
+93,E85,2023,5,1.14
+93,E85,2023,7,1.08
+93,E85,2023,8,1.07
+93,E85,2023,9,1.07
+93,E85,2023,6,1.11
+93,E85,2023,10,1.06
+93,E85,2023,11,1.06
+93,E85,2023,12,1.06
 93,E10,2009,11,1.26
 93,E10,2009,12,1.26
 93,E10,2009,7,1.25
@@ -3827,6 +4355,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 93,E10,2021,5,1.53
 93,E10,2021,6,1.54
 93,E10,2021,7,1.58
+93,E10,2022,1,1.7
+93,E10,2022,2,1.78
+93,E10,2022,3,1.97
+93,E10,2022,4,1.76
+93,E10,2022,5,1.89
+93,E10,2022,6,2.04
+93,E10,2022,7,1.95
+93,E10,2022,8,1.76
+93,E10,2022,9,1.48
+93,E10,2022,10,1.6
+93,E10,2022,11,1.69
+93,E10,2022,12,1.66
+93,E10,2023,1,1.86
+93,E10,2023,2,1.88
+93,E10,2023,3,1.9
+93,E10,2023,4,1.94
+93,E10,2023,5,1.86
+93,E10,2023,6,1.86
+93,E10,2023,7,1.87
+93,E10,2023,8,1.94
+93,E10,2023,9,1.97
+93,E10,2023,10,1.93
+93,E10,2023,11,1.93
+93,E10,2023,12,1.93
 93,SP98,2013,6,1.59
 93,SP98,2013,7,1.62
 93,SP98,2013,8,1.62
@@ -3935,6 +4487,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 93,SP98,2021,10,1.73
 93,SP98,2021,11,1.74
 93,SP98,2021,12,1.72
+93,SP98,2022,1,1.8
+93,SP98,2022,2,1.88
+93,SP98,2022,3,2.07
+93,SP98,2022,4,1.87
+93,SP98,2022,5,2.0
+93,SP98,2022,6,2.15
+93,SP98,2022,7,2.07
+93,SP98,2022,8,1.87
+93,SP98,2022,9,1.6
+93,SP98,2022,10,1.71
+93,SP98,2022,11,1.81
+93,SP98,2022,12,1.78
+93,SP98,2023,1,1.95
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+93,SP98,2023,3,1.99
+93,SP98,2023,4,2.02
+93,SP98,2023,5,1.95
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+93,SP98,2023,8,2.01
+93,SP98,2023,9,2.03
+93,SP98,2023,10,2.0
+93,SP98,2023,11,2.0
+93,SP98,2023,12,2.0
 73,Gazole,2007,1,1.03
 73,Gazole,2007,2,1.04
 73,Gazole,2007,3,1.05
@@ -4115,6 +4691,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 73,Gazole,2021,10,
 73,Gazole,2021,11,
 73,Gazole,2021,12,
+73,Gazole,2022,1,
+73,Gazole,2022,2,
+73,Gazole,2022,3,
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+73,Gazole,2022,6,
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+73,Gazole,2022,10,
+73,Gazole,2022,11,
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+73,Gazole,2023,1,
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+73,Gazole,2023,10,
+73,Gazole,2023,11,
+73,Gazole,2023,12,
 73,SP95,2007,1,1.2
 73,SP95,2007,2,1.21
 73,SP95,2007,3,1.25
@@ -4295,6 +4895,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 73,SP95,2021,10,
 73,SP95,2021,11,
 73,SP95,2021,12,
+73,SP95,2022,1,
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+73,SP95,2023,12,
 73,GPLc,2007,11,0.73
 73,GPLc,2007,12,0.72
 73,GPLc,2007,1,
@@ -4475,6 +5099,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 73,GPLc,2021,10,
 73,GPLc,2021,11,
 73,GPLc,2021,12,
+73,GPLc,2022,1,
+73,GPLc,2022,2,
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+73,GPLc,2023,9,
+73,GPLc,2023,10,
+73,GPLc,2023,11,
+73,GPLc,2023,12,
 73,E85,2007,12,0.85
 73,E85,2007,8,0.83
 73,E85,2007,9,0.84
@@ -4655,6 +5303,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 73,E85,2021,10,
 73,E85,2021,11,
 73,E85,2021,12,
+73,E85,2022,1,
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+73,E85,2023,12,
 73,E10,2009,5,1.2
 73,E10,2009,6,1.25
 73,E10,2009,7,1.23
@@ -4811,6 +5483,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 73,E10,2021,10,
 73,E10,2021,11,
 73,E10,2021,12,
+73,E10,2022,1,
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+73,E10,2023,12,
 73,SP98,2013,7,1.62
 73,SP98,2013,8,1.62
 73,SP98,2013,9,1.63
@@ -4919,6 +5615,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 73,SP98,2021,10,
 73,SP98,2021,11,
 73,SP98,2021,12,
+73,SP98,2022,1,
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+73,SP98,2023,12,
 21,Gazole,2007,1,1.03
 21,Gazole,2007,2,1.03
 21,Gazole,2007,3,1.05
@@ -5099,6 +5819,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 21,Gazole,2021,10,
 21,Gazole,2021,11,
 21,Gazole,2021,12,
+21,Gazole,2022,1,
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+21,Gazole,2023,11,
+21,Gazole,2023,12,
 21,SP95,2007,1,1.19
 21,SP95,2007,2,1.2
 21,SP95,2007,3,1.25
@@ -5279,6 +6023,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 21,SP95,2021,10,
 21,SP95,2021,11,
 21,SP95,2021,12,
+21,SP95,2022,1,
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 21,E85,2007,9,0.82
 21,E85,2007,10,0.81
 21,E85,2007,11,0.81
@@ -5459,6 +6227,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 21,E85,2021,10,
 21,E85,2021,11,
 21,E85,2021,12,
+21,E85,2022,1,
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 21,GPLc,2007,12,0.73
 21,GPLc,2007,11,0.71
 21,GPLc,2007,1,
@@ -5639,6 +6431,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 21,GPLc,2021,10,
 21,GPLc,2021,11,
 21,GPLc,2021,12,
+21,GPLc,2022,1,
+21,GPLc,2022,2,
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+21,GPLc,2023,12,
 21,E10,2009,12,1.27
 21,E10,2009,5,1.2
 21,E10,2009,6,1.27
@@ -5795,6 +6611,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 21,E10,2021,10,
 21,E10,2021,11,
 21,E10,2021,12,
+21,E10,2022,1,
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 21,SP98,2013,7,1.61
 21,SP98,2013,8,1.62
 21,SP98,2013,9,1.62
@@ -5903,6 +6743,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 21,SP98,2021,10,
 21,SP98,2021,11,
 21,SP98,2021,12,
+21,SP98,2022,1,
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 91,Gazole,2007,1,1.03
 91,Gazole,2007,2,1.03
 91,Gazole,2007,3,1.04
@@ -6083,6 +6947,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 91,Gazole,2021,10,
 91,Gazole,2021,11,
 91,Gazole,2021,12,
+91,Gazole,2022,1,
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 91,SP95,2007,1,1.19
 91,SP95,2007,2,1.2
 91,SP95,2007,3,1.25
@@ -6263,6 +7151,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 91,SP95,2021,10,
 91,SP95,2021,11,
 91,SP95,2021,12,
+91,SP95,2022,1,
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 91,GPLc,2007,11,0.71
 91,GPLc,2007,12,0.73
 91,GPLc,2007,1,
@@ -6443,6 +7355,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 91,GPLc,2021,10,
 91,GPLc,2021,11,
 91,GPLc,2021,12,
+91,GPLc,2022,1,
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+91,GPLc,2022,3,
+91,GPLc,2022,4,
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+91,GPLc,2022,6,
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+91,GPLc,2023,10,
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+91,GPLc,2023,12,
 91,E85,2007,10,0.84
 91,E85,2007,6,0.81
 91,E85,2007,8,0.83
@@ -6623,6 +7559,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 91,E85,2021,10,
 91,E85,2021,11,
 91,E85,2021,12,
+91,E85,2022,1,
+91,E85,2022,2,
+91,E85,2022,3,
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+91,E85,2023,12,
 91,E10,2009,6,1.26
 91,E10,2009,7,1.24
 91,E10,2009,9,1.24
@@ -6779,6 +7739,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 91,E10,2021,10,
 91,E10,2021,11,
 91,E10,2021,12,
+91,E10,2022,1,
+91,E10,2022,2,
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+91,E10,2023,12,
 91,SP98,2013,7,1.61
 91,SP98,2013,8,1.62
 91,SP98,2013,9,1.61
@@ -6887,6 +7871,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 91,SP98,2021,10,
 91,SP98,2021,11,
 91,SP98,2021,12,
+91,SP98,2022,1,
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+91,SP98,2023,12,
 24,Gazole,2007,10,1.13
 24,Gazole,2007,11,1.21
 24,Gazole,2007,12,1.21
@@ -7067,6 +8075,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 24,Gazole,2021,10,1.56
 24,Gazole,2021,11,1.57
 24,Gazole,2021,12,1.54
+24,Gazole,2022,1,1.63
+24,Gazole,2022,2,1.72
+24,Gazole,2022,3,2.04
+24,Gazole,2022,4,1.86
+24,Gazole,2022,5,1.89
+24,Gazole,2022,6,2.09
+24,Gazole,2022,7,2.0
+24,Gazole,2022,8,1.88
+24,Gazole,2022,9,1.75
+24,Gazole,2022,10,1.89
+24,Gazole,2022,11,1.89
+24,Gazole,2022,12,1.79
+24,Gazole,2023,1,1.93
+24,Gazole,2023,2,1.86
+24,Gazole,2023,3,1.84
+24,Gazole,2023,4,1.8
+24,Gazole,2023,5,1.69
+24,Gazole,2023,6,1.7
+24,Gazole,2023,7,1.72
+24,Gazole,2023,8,1.86
+24,Gazole,2023,9,1.93
+24,Gazole,2023,10,1.95
+24,Gazole,2023,11,1.95
+24,Gazole,2023,12,1.95
 24,SP95,2007,10,1.3
 24,SP95,2007,11,1.36
 24,SP95,2007,1,1.19
@@ -7247,6 +8279,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 24,SP95,2021,10,1.66
 24,SP95,2021,11,1.68
 24,SP95,2021,12,1.65
+24,SP95,2022,1,1.72
+24,SP95,2022,2,1.8
+24,SP95,2022,3,2.01
+24,SP95,2022,4,1.84
+24,SP95,2022,5,1.93
+24,SP95,2022,6,2.14
+24,SP95,2022,7,2.02
+24,SP95,2022,8,1.85
+24,SP95,2022,9,1.64
+24,SP95,2022,10,1.72
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+24,SP95,2022,12,1.71
+24,SP95,2023,1,1.9
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+24,SP95,2023,4,1.97
+24,SP95,2023,5,1.9
+24,SP95,2023,6,1.89
+24,SP95,2023,7,1.86
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+24,SP95,2023,9,1.96
+24,SP95,2023,10,1.94
+24,SP95,2023,11,1.94
+24,SP95,2023,12,1.94
 24,GPLc,2007,11,0.73
 24,GPLc,2007,12,0.74
 24,GPLc,2007,1,
@@ -7427,6 +8483,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 24,GPLc,2021,10,0.9
 24,GPLc,2021,11,0.91
 24,GPLc,2021,12,0.92
+24,GPLc,2022,1,0.93
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+24,GPLc,2022,4,0.85
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+24,GPLc,2022,9,0.77
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+24,GPLc,2023,9,1.01
+24,GPLc,2023,10,1.0
+24,GPLc,2023,11,1.0
+24,GPLc,2023,12,1.0
 24,E85,2007,6,0.8
 24,E85,2007,7,0.82
 24,E85,2007,8,0.82
@@ -7607,6 +8687,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 24,E85,2021,10,0.7
 24,E85,2021,11,0.72
 24,E85,2021,12,0.72
+24,E85,2022,1,0.75
+24,E85,2022,2,0.77
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+24,E85,2023,12,1.04
 24,E10,2009,9,1.24
 24,E10,2009,10,1.26
 24,E10,2009,11,1.29
@@ -7763,6 +8867,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 24,E10,2021,10,1.63
 24,E10,2021,11,1.65
 24,E10,2021,12,1.61
+24,E10,2022,1,1.69
+24,E10,2022,2,1.77
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+24,E10,2023,11,1.92
+24,E10,2023,12,1.92
 24,SP98,2013,7,1.6
 24,SP98,2013,8,1.61
 24,SP98,2013,9,1.6
@@ -7871,6 +8999,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 24,SP98,2021,10,1.72
 24,SP98,2021,11,1.75
 24,SP98,2021,12,1.7
+24,SP98,2022,1,1.77
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+24,SP98,2023,12,1.99
 25,Gazole,2007,1,1.01
 25,Gazole,2007,2,1.02
 25,Gazole,2007,3,1.04
@@ -8051,6 +9203,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 25,Gazole,2021,10,
 25,Gazole,2021,11,
 25,Gazole,2021,12,
+25,Gazole,2022,1,
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 25,SP95,2007,1,1.18
 25,SP95,2007,2,1.19
 25,SP95,2007,3,1.24
@@ -8231,6 +9407,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 25,SP95,2021,10,
 25,SP95,2021,11,
 25,SP95,2021,12,
+25,SP95,2022,1,
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 25,GPLc,2007,12,0.73
 25,GPLc,2007,11,0.74
 25,GPLc,2007,1,
@@ -8411,6 +9611,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 25,GPLc,2021,10,
 25,GPLc,2021,11,
 25,GPLc,2021,12,
+25,GPLc,2022,1,
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 25,E85,2007,12,0.84
 25,E85,2007,9,0.83
 25,E85,2007,7,0.81
@@ -8591,6 +9815,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 25,E85,2021,10,
 25,E85,2021,11,
 25,E85,2021,12,
+25,E85,2022,1,
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 25,E10,2009,5,1.22
 25,E10,2009,6,1.26
 25,E10,2009,7,1.23
@@ -8747,6 +9995,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 25,E10,2021,10,
 25,E10,2021,11,
 25,E10,2021,12,
+25,E10,2022,1,
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 25,SP98,2013,6,1.58
 25,SP98,2013,7,1.61
 25,SP98,2013,8,1.61
@@ -8855,6 +10127,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 25,SP98,2021,10,
 25,SP98,2021,11,
 25,SP98,2021,12,
+25,SP98,2022,1,
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 54,Gazole,2007,1,1.0
 54,Gazole,2007,2,1.01
 54,Gazole,2007,3,1.03
@@ -9035,6 +10331,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 54,Gazole,2021,10,
 54,Gazole,2021,11,
 54,Gazole,2021,12,
+54,Gazole,2022,1,
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+54,Gazole,2023,12,
 54,SP95,2007,1,1.17
 54,SP95,2007,2,1.18
 54,SP95,2007,3,1.23
@@ -9215,6 +10535,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 54,SP95,2021,10,
 54,SP95,2021,11,
 54,SP95,2021,12,
+54,SP95,2022,1,
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 54,E85,2007,6,0.82
 54,E85,2007,7,0.83
 54,E85,2007,9,0.82
@@ -9395,6 +10739,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 54,E85,2021,10,
 54,E85,2021,11,
 54,E85,2021,12,
+54,E85,2022,1,
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+54,E85,2023,12,
 54,GPLc,2007,12,0.69
 54,GPLc,2007,11,0.7
 54,GPLc,2007,1,
@@ -9575,6 +10943,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 54,GPLc,2021,10,
 54,GPLc,2021,11,
 54,GPLc,2021,12,
+54,GPLc,2022,1,
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+54,GPLc,2023,12,
 54,E10,2009,12,1.27
 54,E10,2009,10,1.25
 54,E10,2009,11,1.28
@@ -9731,6 +11123,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 54,E10,2021,10,
 54,E10,2021,11,
 54,E10,2021,12,
+54,E10,2022,1,
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+54,E10,2023,12,
 54,SP98,2013,6,1.54
 54,SP98,2013,7,1.57
 54,SP98,2013,8,1.58
@@ -9839,6 +11255,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 54,SP98,2021,10,
 54,SP98,2021,11,
 54,SP98,2021,12,
+54,SP98,2022,1,
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+54,SP98,2023,12,
 74,Gazole,2007,2,1.04
 74,Gazole,2007,3,1.06
 74,Gazole,2007,4,1.08
@@ -10019,6 +11459,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 74,Gazole,2021,10,
 74,Gazole,2021,11,
 74,Gazole,2021,12,
+74,Gazole,2022,1,
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+74,Gazole,2023,12,
 74,SP95,2007,2,1.22
 74,SP95,2007,3,1.27
 74,SP95,2007,4,1.31
@@ -10199,6 +11663,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 74,SP95,2021,10,
 74,SP95,2021,11,
 74,SP95,2021,12,
+74,SP95,2022,1,
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 74,GPLc,2007,12,0.74
 74,GPLc,2007,11,0.73
 74,GPLc,2007,1,
@@ -10379,6 +11867,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 74,GPLc,2021,10,
 74,GPLc,2021,11,
 74,GPLc,2021,12,
+74,GPLc,2022,1,
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+74,GPLc,2023,12,
 74,E85,2007,8,0.85
 74,E85,2007,12,0.85
 74,E85,2007,1,
@@ -10559,6 +12071,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 74,E85,2021,10,
 74,E85,2021,11,
 74,E85,2021,12,
+74,E85,2022,1,
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 74,E10,2009,9,1.24
 74,E10,2009,10,1.26
 74,E10,2009,11,1.3
@@ -10715,6 +12251,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 74,E10,2021,10,
 74,E10,2021,11,
 74,E10,2021,12,
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 74,SP98,2013,6,1.62
 74,SP98,2013,7,1.62
 74,SP98,2013,8,1.63
@@ -10823,6 +12383,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 74,SP98,2021,10,
 74,SP98,2021,11,
 74,SP98,2021,12,
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 94,Gazole,2007,1,1.1
 94,Gazole,2007,2,1.1
 94,Gazole,2007,3,1.11
@@ -11003,6 +12587,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 94,Gazole,2021,10,1.64
 94,Gazole,2021,11,1.67
 94,Gazole,2021,12,1.65
+94,Gazole,2022,1,1.72
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+94,Gazole,2022,10,1.78
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+94,Gazole,2022,12,1.82
+94,Gazole,2023,1,1.99
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+94,Gazole,2023,12,1.96
 94,SP95,2007,1,1.23
 94,SP95,2007,2,1.23
 94,SP95,2007,3,1.27
@@ -11183,6 +12791,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 94,SP95,2021,10,1.73
 94,SP95,2021,11,1.76
 94,SP95,2021,12,1.74
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+94,SP95,2023,12,1.98
 94,GPLc,2007,12,0.8
 94,GPLc,2007,1,
 94,GPLc,2007,2,
@@ -11363,6 +12995,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 94,GPLc,2021,12,1.12
 94,GPLc,2021,5,1.11
 94,GPLc,2021,7,1.11
+94,GPLc,2022,1,1.12
+94,GPLc,2022,3,1.16
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+94,GPLc,2023,12,1.28
 94,E85,2008,9,1.0
 94,E85,2008,1,
 94,E85,2008,2,
@@ -11531,18 +13187,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 94,E85,2021,10,1.32
 94,E85,2021,11,1.32
 94,E85,2021,12,1.32
-94,E10,2010,1,
-94,E10,2010,2,
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-94,E10,2010,8,
-94,E10,2010,9,
-94,E10,2010,10,
-94,E10,2010,11,
-94,E10,2010,12,
+94,E85,2022,7,2.04
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+94,E85,2023,12,1.92
 94,E10,2011,5,1.62
 94,E10,2011,1,
 94,E10,2011,2,
@@ -11675,6 +13343,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 94,E10,2021,5,1.6
 94,E10,2021,7,1.62
 94,E10,2021,11,1.7
+94,E10,2022,1,1.85
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 94,SP98,2014,10,1.52
 94,SP98,2014,1,
 94,SP98,2014,2,
@@ -11771,6 +13463,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 94,SP98,2021,9,1.59
 94,SP98,2021,11,1.64
 94,SP98,2021,12,1.64
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 26,Gazole,2007,1,1.02
 26,Gazole,2007,2,1.03
 26,Gazole,2007,3,1.04
@@ -11951,6 +13667,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 26,Gazole,2021,10,
 26,Gazole,2021,11,
 26,Gazole,2021,12,
+26,Gazole,2022,1,
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 26,SP95,2007,1,1.18
 26,SP95,2007,2,1.19
 26,SP95,2007,3,1.24
@@ -12131,6 +13871,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 26,SP95,2021,10,
 26,SP95,2021,11,
 26,SP95,2021,12,
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 26,GPLc,2007,11,0.76
 26,GPLc,2007,12,0.75
 26,GPLc,2007,1,
@@ -12311,6 +14075,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 26,GPLc,2021,10,
 26,GPLc,2021,11,
 26,GPLc,2021,12,
+26,GPLc,2022,1,
+26,GPLc,2022,2,
+26,GPLc,2022,3,
+26,GPLc,2022,4,
+26,GPLc,2022,5,
+26,GPLc,2022,6,
+26,GPLc,2022,7,
+26,GPLc,2022,8,
+26,GPLc,2022,9,
+26,GPLc,2022,10,
+26,GPLc,2022,11,
+26,GPLc,2022,12,
+26,GPLc,2023,1,
+26,GPLc,2023,2,
+26,GPLc,2023,3,
+26,GPLc,2023,4,
+26,GPLc,2023,5,
+26,GPLc,2023,6,
+26,GPLc,2023,7,
+26,GPLc,2023,8,
+26,GPLc,2023,9,
+26,GPLc,2023,10,
+26,GPLc,2023,11,
+26,GPLc,2023,12,
 26,E85,2007,12,0.8
 26,E85,2007,1,
 26,E85,2007,2,
@@ -12491,6 +14279,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 26,E85,2021,10,
 26,E85,2021,11,
 26,E85,2021,12,
+26,E85,2022,1,
+26,E85,2022,2,
+26,E85,2022,3,
+26,E85,2022,4,
+26,E85,2022,5,
+26,E85,2022,6,
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+26,E85,2022,12,
+26,E85,2023,1,
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+26,E85,2023,3,
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+26,E85,2023,6,
+26,E85,2023,7,
+26,E85,2023,8,
+26,E85,2023,9,
+26,E85,2023,10,
+26,E85,2023,11,
+26,E85,2023,12,
 26,E10,2009,9,1.24
 26,E10,2009,10,1.25
 26,E10,2009,11,1.28
@@ -12647,6 +14459,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 26,E10,2021,10,
 26,E10,2021,11,
 26,E10,2021,12,
+26,E10,2022,1,
+26,E10,2022,2,
+26,E10,2022,3,
+26,E10,2022,4,
+26,E10,2022,5,
+26,E10,2022,6,
+26,E10,2022,7,
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+26,E10,2022,12,
+26,E10,2023,1,
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+26,E10,2023,10,
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+26,E10,2023,12,
 26,SP98,2013,6,1.6
 26,SP98,2013,7,1.61
 26,SP98,2013,8,1.62
@@ -12755,6 +14591,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 26,SP98,2021,10,
 26,SP98,2021,11,
 26,SP98,2021,12,
+26,SP98,2022,1,
+26,SP98,2022,2,
+26,SP98,2022,3,
+26,SP98,2022,4,
+26,SP98,2022,5,
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+26,SP98,2022,11,
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+26,SP98,2023,1,
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+26,SP98,2023,8,
+26,SP98,2023,9,
+26,SP98,2023,10,
+26,SP98,2023,11,
+26,SP98,2023,12,
 53,Gazole,2007,1,1.01
 53,Gazole,2007,2,1.02
 53,Gazole,2007,3,1.04
@@ -12935,6 +14795,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 53,Gazole,2021,10,1.53
 53,Gazole,2021,11,1.55
 53,Gazole,2021,12,1.52
+53,Gazole,2022,1,1.61
+53,Gazole,2022,2,1.69
+53,Gazole,2022,3,2.02
+53,Gazole,2022,4,1.85
+53,Gazole,2022,5,1.87
+53,Gazole,2022,6,2.07
+53,Gazole,2022,7,1.98
+53,Gazole,2022,8,1.86
+53,Gazole,2022,9,1.72
+53,Gazole,2022,10,1.85
+53,Gazole,2022,11,1.85
+53,Gazole,2022,12,1.76
+53,Gazole,2023,1,1.9
+53,Gazole,2023,2,1.83
+53,Gazole,2023,3,1.82
+53,Gazole,2023,4,1.77
+53,Gazole,2023,5,1.66
+53,Gazole,2023,6,1.68
+53,Gazole,2023,7,1.69
+53,Gazole,2023,8,1.83
+53,Gazole,2023,9,1.91
+53,Gazole,2023,10,1.93
+53,Gazole,2023,11,1.93
+53,Gazole,2023,12,1.93
 53,SP95,2007,1,1.18
 53,SP95,2007,2,1.19
 53,SP95,2007,3,1.24
@@ -13115,6 +14999,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 53,SP95,2021,10,1.64
 53,SP95,2021,11,1.66
 53,SP95,2021,12,1.62
+53,SP95,2022,1,1.7
+53,SP95,2022,2,1.78
+53,SP95,2022,3,2.0
+53,SP95,2022,4,1.82
+53,SP95,2022,5,1.92
+53,SP95,2022,6,2.14
+53,SP95,2022,7,2.01
+53,SP95,2022,8,1.84
+53,SP95,2022,9,1.62
+53,SP95,2022,10,1.7
+53,SP95,2022,11,1.71
+53,SP95,2022,12,1.68
+53,SP95,2023,1,1.87
+53,SP95,2023,2,1.91
+53,SP95,2023,3,1.91
+53,SP95,2023,4,1.94
+53,SP95,2023,5,1.86
+53,SP95,2023,6,1.87
+53,SP95,2023,7,1.84
+53,SP95,2023,8,1.92
+53,SP95,2023,9,1.95
+53,SP95,2023,10,1.93
+53,SP95,2023,11,1.93
+53,SP95,2023,12,1.93
 53,GPLc,2007,11,0.72
 53,GPLc,2007,12,0.73
 53,GPLc,2007,1,
@@ -13295,6 +15203,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 53,GPLc,2021,7,0.84
 53,GPLc,2021,9,0.86
 53,GPLc,2021,11,0.89
+53,GPLc,2022,1,0.9
+53,GPLc,2022,2,0.9
+53,GPLc,2022,3,0.93
+53,GPLc,2022,4,0.84
+53,GPLc,2022,5,0.84
+53,GPLc,2022,6,0.83
+53,GPLc,2022,7,0.83
+53,GPLc,2022,8,0.84
+53,GPLc,2022,9,0.77
+53,GPLc,2022,10,0.78
+53,GPLc,2022,11,0.82
+53,GPLc,2022,12,0.88
+53,GPLc,2023,1,0.96
+53,GPLc,2023,2,0.97
+53,GPLc,2023,3,0.98
+53,GPLc,2023,4,0.99
+53,GPLc,2023,5,0.99
+53,GPLc,2023,6,0.99
+53,GPLc,2023,7,0.99
+53,GPLc,2023,8,0.99
+53,GPLc,2023,9,0.98
+53,GPLc,2023,10,0.97
+53,GPLc,2023,11,0.97
+53,GPLc,2023,12,0.97
 53,E85,2007,10,0.81
 53,E85,2007,9,0.82
 53,E85,2007,11,0.81
@@ -13475,6 +15407,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 53,E85,2021,10,0.7
 53,E85,2021,11,0.71
 53,E85,2021,12,0.72
+53,E85,2022,1,0.74
+53,E85,2022,2,0.76
+53,E85,2022,3,0.9
+53,E85,2022,4,0.78
+53,E85,2022,5,0.78
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+53,E85,2022,8,0.8
+53,E85,2022,9,0.68
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+53,E85,2022,12,0.89
+53,E85,2023,1,1.08
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+53,E85,2023,4,1.12
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+53,E85,2023,7,1.03
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+53,E85,2023,9,1.03
+53,E85,2023,10,1.02
+53,E85,2023,11,1.02
+53,E85,2023,12,1.02
 53,E10,2009,4,1.21
 53,E10,2009,5,1.24
 53,E10,2009,6,1.3
@@ -13631,6 +15587,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 53,E10,2021,10,1.61
 53,E10,2021,11,1.63
 53,E10,2021,12,1.58
+53,E10,2022,1,1.67
+53,E10,2022,2,1.74
+53,E10,2022,3,1.94
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+53,E10,2022,5,1.88
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+53,E10,2022,7,1.94
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+53,E10,2022,9,1.51
+53,E10,2022,10,1.62
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+53,E10,2023,1,1.84
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+53,E10,2023,9,1.91
+53,E10,2023,10,1.88
+53,E10,2023,11,1.88
+53,E10,2023,12,1.88
 53,SP98,2013,7,1.6
 53,SP98,2013,8,1.61
 53,SP98,2013,9,1.61
@@ -13739,6 +15719,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 53,SP98,2021,10,1.7
 53,SP98,2021,11,1.72
 53,SP98,2021,12,1.68
+53,SP98,2022,1,1.75
+53,SP98,2022,2,1.82
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+53,SP98,2022,7,2.05
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+53,SP98,2023,1,1.93
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+53,SP98,2023,10,1.96
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+53,SP98,2023,12,1.96
 72,Gazole,2007,1,1.03
 72,Gazole,2007,2,1.03
 72,Gazole,2007,3,1.05
@@ -13919,6 +15923,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 72,Gazole,2021,10,
 72,Gazole,2021,11,
 72,Gazole,2021,12,
+72,Gazole,2022,1,
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+72,Gazole,2023,12,
 72,SP95,2007,1,1.2
 72,SP95,2007,2,1.21
 72,SP95,2007,3,1.25
@@ -14099,6 +16127,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 72,SP95,2021,10,
 72,SP95,2021,11,
 72,SP95,2021,12,
+72,SP95,2022,1,
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 72,GPLc,2007,11,0.74
 72,GPLc,2007,12,0.73
 72,GPLc,2007,1,
@@ -14279,6 +16331,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 72,GPLc,2021,10,
 72,GPLc,2021,11,
 72,GPLc,2021,12,
+72,GPLc,2022,1,
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+72,GPLc,2023,12,
 72,E85,2007,7,0.83
 72,E85,2007,9,0.83
 72,E85,2007,5,0.83
@@ -14459,6 +16535,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 72,E85,2021,10,
 72,E85,2021,11,
 72,E85,2021,12,
+72,E85,2022,1,
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 72,E10,2009,7,1.24
 72,E10,2009,8,1.25
 72,E10,2009,9,1.25
@@ -14615,6 +16715,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 72,E10,2021,10,
 72,E10,2021,11,
 72,E10,2021,12,
+72,E10,2022,1,
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 72,SP98,2013,7,1.62
 72,SP98,2013,8,1.63
 72,SP98,2013,9,1.62
@@ -14723,6 +16847,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 72,SP98,2021,10,
 72,SP98,2021,11,
 72,SP98,2021,12,
+72,SP98,2022,1,
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 43,Gazole,2007,1,1.02
 43,Gazole,2007,2,1.02
 43,Gazole,2007,3,1.04
@@ -14903,6 +17051,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 43,Gazole,2021,10,
 43,Gazole,2021,11,
 43,Gazole,2021,12,
+43,Gazole,2022,1,
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+43,Gazole,2023,9,
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+43,Gazole,2023,12,
 43,SP95,2007,1,1.18
 43,SP95,2007,2,1.19
 43,SP95,2007,3,1.23
@@ -15083,6 +17255,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 43,SP95,2021,10,
 43,SP95,2021,11,
 43,SP95,2021,12,
+43,SP95,2022,1,
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 43,GPLc,2007,11,0.71
 43,GPLc,2007,12,0.72
 43,GPLc,2007,1,
@@ -15263,6 +17459,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 43,GPLc,2021,10,
 43,GPLc,2021,11,
 43,GPLc,2021,12,
+43,GPLc,2022,1,
+43,GPLc,2022,2,
+43,GPLc,2022,3,
+43,GPLc,2022,4,
+43,GPLc,2022,5,
+43,GPLc,2022,6,
+43,GPLc,2022,7,
+43,GPLc,2022,8,
+43,GPLc,2022,9,
+43,GPLc,2022,10,
+43,GPLc,2022,11,
+43,GPLc,2022,12,
+43,GPLc,2023,1,
+43,GPLc,2023,2,
+43,GPLc,2023,3,
+43,GPLc,2023,4,
+43,GPLc,2023,5,
+43,GPLc,2023,6,
+43,GPLc,2023,7,
+43,GPLc,2023,8,
+43,GPLc,2023,9,
+43,GPLc,2023,10,
+43,GPLc,2023,11,
+43,GPLc,2023,12,
 43,E85,2007,6,0.83
 43,E85,2007,7,0.83
 43,E85,2007,8,0.83
@@ -15443,6 +17663,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 43,E85,2021,10,
 43,E85,2021,11,
 43,E85,2021,12,
+43,E85,2022,1,
+43,E85,2022,2,
+43,E85,2022,3,
+43,E85,2022,4,
+43,E85,2022,5,
+43,E85,2022,6,
+43,E85,2022,7,
+43,E85,2022,8,
+43,E85,2022,9,
+43,E85,2022,10,
+43,E85,2022,11,
+43,E85,2022,12,
+43,E85,2023,1,
+43,E85,2023,2,
+43,E85,2023,3,
+43,E85,2023,4,
+43,E85,2023,5,
+43,E85,2023,6,
+43,E85,2023,7,
+43,E85,2023,8,
+43,E85,2023,9,
+43,E85,2023,10,
+43,E85,2023,11,
+43,E85,2023,12,
 43,E10,2009,4,1.11
 43,E10,2009,5,1.15
 43,E10,2009,6,1.21
@@ -15599,6 +17843,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 43,E10,2021,10,
 43,E10,2021,11,
 43,E10,2021,12,
+43,E10,2022,1,
+43,E10,2022,2,
+43,E10,2022,3,
+43,E10,2022,4,
+43,E10,2022,5,
+43,E10,2022,6,
+43,E10,2022,7,
+43,E10,2022,8,
+43,E10,2022,9,
+43,E10,2022,10,
+43,E10,2022,11,
+43,E10,2022,12,
+43,E10,2023,1,
+43,E10,2023,2,
+43,E10,2023,3,
+43,E10,2023,4,
+43,E10,2023,5,
+43,E10,2023,6,
+43,E10,2023,7,
+43,E10,2023,8,
+43,E10,2023,9,
+43,E10,2023,10,
+43,E10,2023,11,
+43,E10,2023,12,
 43,SP98,2013,7,1.61
 43,SP98,2013,8,1.62
 43,SP98,2013,9,1.62
@@ -15707,6 +17975,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 43,SP98,2021,10,
 43,SP98,2021,11,
 43,SP98,2021,12,
+43,SP98,2022,1,
+43,SP98,2022,2,
+43,SP98,2022,3,
+43,SP98,2022,4,
+43,SP98,2022,5,
+43,SP98,2022,6,
+43,SP98,2022,7,
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+43,SP98,2022,11,
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+43,SP98,2023,1,
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+43,SP98,2023,8,
+43,SP98,2023,9,
+43,SP98,2023,10,
+43,SP98,2023,11,
+43,SP98,2023,12,
 23,Gazole,2007,1,1.02
 23,Gazole,2007,2,1.02
 23,Gazole,2007,3,1.04
@@ -15887,6 +18179,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 23,Gazole,2021,10,
 23,Gazole,2021,11,
 23,Gazole,2021,12,
+23,Gazole,2022,1,
+23,Gazole,2022,2,
+23,Gazole,2022,3,
+23,Gazole,2022,4,
+23,Gazole,2022,5,
+23,Gazole,2022,6,
+23,Gazole,2022,7,
+23,Gazole,2022,8,
+23,Gazole,2022,9,
+23,Gazole,2022,10,
+23,Gazole,2022,11,
+23,Gazole,2022,12,
+23,Gazole,2023,1,
+23,Gazole,2023,2,
+23,Gazole,2023,3,
+23,Gazole,2023,4,
+23,Gazole,2023,5,
+23,Gazole,2023,6,
+23,Gazole,2023,7,
+23,Gazole,2023,8,
+23,Gazole,2023,9,
+23,Gazole,2023,10,
+23,Gazole,2023,11,
+23,Gazole,2023,12,
 23,SP95,2007,1,1.19
 23,SP95,2007,2,1.2
 23,SP95,2007,3,1.25
@@ -16067,6 +18383,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 23,SP95,2021,10,
 23,SP95,2021,11,
 23,SP95,2021,12,
+23,SP95,2022,1,
+23,SP95,2022,2,
+23,SP95,2022,3,
+23,SP95,2022,4,
+23,SP95,2022,5,
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+23,SP95,2023,1,
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+23,SP95,2023,7,
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+23,SP95,2023,9,
+23,SP95,2023,10,
+23,SP95,2023,11,
+23,SP95,2023,12,
 23,GPLc,2007,12,0.74
 23,GPLc,2007,11,0.74
 23,GPLc,2007,1,
@@ -16247,6 +18587,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 23,GPLc,2021,10,
 23,GPLc,2021,11,
 23,GPLc,2021,12,
+23,GPLc,2022,1,
+23,GPLc,2022,2,
+23,GPLc,2022,3,
+23,GPLc,2022,4,
+23,GPLc,2022,5,
+23,GPLc,2022,6,
+23,GPLc,2022,7,
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+23,GPLc,2022,9,
+23,GPLc,2022,10,
+23,GPLc,2022,11,
+23,GPLc,2022,12,
+23,GPLc,2023,1,
+23,GPLc,2023,2,
+23,GPLc,2023,3,
+23,GPLc,2023,4,
+23,GPLc,2023,5,
+23,GPLc,2023,6,
+23,GPLc,2023,7,
+23,GPLc,2023,8,
+23,GPLc,2023,9,
+23,GPLc,2023,10,
+23,GPLc,2023,11,
+23,GPLc,2023,12,
 23,E85,2007,6,0.8
 23,E85,2007,7,0.8
 23,E85,2007,12,0.81
@@ -16427,6 +18791,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 23,E85,2021,10,
 23,E85,2021,11,
 23,E85,2021,12,
+23,E85,2022,1,
+23,E85,2022,2,
+23,E85,2022,3,
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+23,E85,2023,9,
+23,E85,2023,10,
+23,E85,2023,11,
+23,E85,2023,12,
 23,E10,2009,5,1.19
 23,E10,2009,6,1.25
 23,E10,2009,7,1.21
@@ -16583,6 +18971,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 23,E10,2021,10,
 23,E10,2021,11,
 23,E10,2021,12,
+23,E10,2022,1,
+23,E10,2022,2,
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+23,E10,2023,9,
+23,E10,2023,10,
+23,E10,2023,11,
+23,E10,2023,12,
 23,SP98,2013,6,1.58
 23,SP98,2013,7,1.6
 23,SP98,2013,8,1.61
@@ -16691,6 +19103,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 23,SP98,2021,10,
 23,SP98,2021,11,
 23,SP98,2021,12,
+23,SP98,2022,1,
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+23,SP98,2023,9,
+23,SP98,2023,10,
+23,SP98,2023,11,
+23,SP98,2023,12,
 52,Gazole,2007,1,1.01
 52,Gazole,2007,2,1.02
 52,Gazole,2007,3,1.04
@@ -16871,6 +19307,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 52,Gazole,2021,10,1.55
 52,Gazole,2021,11,1.56
 52,Gazole,2021,12,1.53
+52,Gazole,2022,1,1.62
+52,Gazole,2022,2,1.7
+52,Gazole,2022,3,2.03
+52,Gazole,2022,4,1.85
+52,Gazole,2022,5,1.88
+52,Gazole,2022,6,2.08
+52,Gazole,2022,7,1.99
+52,Gazole,2022,8,1.87
+52,Gazole,2022,9,1.72
+52,Gazole,2022,10,1.86
+52,Gazole,2022,11,1.86
+52,Gazole,2022,12,1.77
+52,Gazole,2023,1,1.91
+52,Gazole,2023,2,1.84
+52,Gazole,2023,3,1.83
+52,Gazole,2023,4,1.78
+52,Gazole,2023,5,1.67
+52,Gazole,2023,6,1.68
+52,Gazole,2023,7,1.7
+52,Gazole,2023,8,1.84
+52,Gazole,2023,9,1.91
+52,Gazole,2023,10,1.94
+52,Gazole,2023,11,1.94
+52,Gazole,2023,12,1.94
 52,SP95,2007,1,1.18
 52,SP95,2007,2,1.19
 52,SP95,2007,3,1.25
@@ -17051,6 +19511,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 52,SP95,2021,10,1.66
 52,SP95,2021,11,1.68
 52,SP95,2021,12,1.64
+52,SP95,2022,1,1.72
+52,SP95,2022,2,1.8
+52,SP95,2022,3,2.0
+52,SP95,2022,4,1.84
+52,SP95,2022,5,1.93
+52,SP95,2022,6,2.14
+52,SP95,2022,7,2.03
+52,SP95,2022,8,1.87
+52,SP95,2022,9,1.64
+52,SP95,2022,10,1.71
+52,SP95,2022,11,1.72
+52,SP95,2022,12,1.7
+52,SP95,2023,1,1.89
+52,SP95,2023,2,1.93
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+52,SP95,2023,4,1.95
+52,SP95,2023,5,1.89
+52,SP95,2023,6,1.88
+52,SP95,2023,7,1.86
+52,SP95,2023,8,1.93
+52,SP95,2023,9,1.96
+52,SP95,2023,10,1.94
+52,SP95,2023,11,1.94
+52,SP95,2023,12,1.94
 52,GPLc,2007,11,0.71
 52,GPLc,2007,12,0.72
 52,GPLc,2007,1,
@@ -17231,6 +19715,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 52,GPLc,2021,10,0.86
 52,GPLc,2021,11,0.86
 52,GPLc,2021,12,0.87
+52,GPLc,2022,1,0.89
+52,GPLc,2022,2,0.89
+52,GPLc,2022,3,0.92
+52,GPLc,2022,4,0.83
+52,GPLc,2022,5,0.83
+52,GPLc,2022,6,0.82
+52,GPLc,2022,7,0.83
+52,GPLc,2022,8,0.83
+52,GPLc,2022,9,0.76
+52,GPLc,2022,10,0.74
+52,GPLc,2022,11,0.79
+52,GPLc,2022,12,0.87
+52,GPLc,2023,1,0.96
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+52,GPLc,2023,3,0.98
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+52,GPLc,2023,5,0.99
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+52,GPLc,2023,9,0.99
+52,GPLc,2023,10,0.98
+52,GPLc,2023,11,0.98
+52,GPLc,2023,12,0.98
 52,E85,2007,6,0.83
 52,E85,2007,7,0.84
 52,E85,2007,9,0.83
@@ -17411,6 +19919,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 52,E85,2021,10,0.71
 52,E85,2021,11,0.72
 52,E85,2021,12,0.72
+52,E85,2022,1,0.74
+52,E85,2022,2,0.77
+52,E85,2022,3,0.91
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+52,E85,2022,8,0.81
+52,E85,2022,9,0.69
+52,E85,2022,10,0.78
+52,E85,2022,11,0.9
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+52,E85,2023,2,1.11
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+52,E85,2023,3,1.12
+52,E85,2023,4,1.11
+52,E85,2023,5,1.13
+52,E85,2023,6,1.09
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+52,E85,2023,9,1.04
+52,E85,2023,10,1.03
+52,E85,2023,11,1.03
+52,E85,2023,12,1.03
 52,E10,2009,6,1.28
 52,E10,2009,7,1.23
 52,E10,2009,8,1.26
@@ -17567,6 +20099,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 52,E10,2021,10,1.62
 52,E10,2021,11,1.64
 52,E10,2021,12,1.59
+52,E10,2022,1,1.67
+52,E10,2022,2,1.75
+52,E10,2022,3,1.95
+52,E10,2022,4,1.76
+52,E10,2022,5,1.89
+52,E10,2022,6,2.09
+52,E10,2022,7,1.94
+52,E10,2022,8,1.78
+52,E10,2022,9,1.53
+52,E10,2022,10,1.63
+52,E10,2022,11,1.66
+52,E10,2022,12,1.63
+52,E10,2023,1,1.85
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+52,E10,2023,3,1.88
+52,E10,2023,4,1.91
+52,E10,2023,5,1.83
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+52,E10,2023,9,1.92
+52,E10,2023,10,1.9
+52,E10,2023,11,1.9
+52,E10,2023,12,1.9
 52,SP98,2013,7,1.6
 52,SP98,2013,8,1.61
 52,SP98,2013,9,1.6
@@ -17675,6 +20231,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 52,SP98,2021,3,1.56
 52,SP98,2021,4,1.57
 52,SP98,2021,5,1.58
+52,SP98,2022,1,1.75
+52,SP98,2022,2,1.83
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+52,SP98,2022,4,1.86
+52,SP98,2022,5,1.98
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+52,SP98,2022,7,2.06
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+52,SP98,2023,8,1.97
+52,SP98,2023,9,2.0
+52,SP98,2023,1,1.94
+52,SP98,2023,2,1.97
+52,SP98,2023,3,1.97
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+52,SP98,2023,10,1.98
+52,SP98,2023,11,1.98
+52,SP98,2023,12,1.98
 31,Gazole,2007,9,1.1
 31,Gazole,2007,10,1.12
 31,Gazole,2007,11,1.2
@@ -17855,6 +20435,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 31,Gazole,2021,10,
 31,Gazole,2021,11,
 31,Gazole,2021,12,
+31,Gazole,2022,1,
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+31,Gazole,2023,10,
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+31,Gazole,2023,12,
 31,SP95,2007,9,1.29
 31,SP95,2007,10,1.29
 31,SP95,2007,11,1.35
@@ -18035,6 +20639,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 31,SP95,2021,10,
 31,SP95,2021,11,
 31,SP95,2021,12,
+31,SP95,2022,1,
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 31,GPLc,2007,12,0.74
 31,GPLc,2007,11,0.73
 31,GPLc,2007,1,
@@ -18215,6 +20843,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 31,GPLc,2021,10,
 31,GPLc,2021,11,
 31,GPLc,2021,12,
+31,GPLc,2022,1,
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+31,GPLc,2023,12,
 31,E85,2007,5,0.82
 31,E85,2007,6,0.82
 31,E85,2007,7,0.82
@@ -18395,6 +21047,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 31,E85,2021,10,
 31,E85,2021,11,
 31,E85,2021,12,
+31,E85,2022,1,
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+31,E85,2023,12,
 31,E10,2009,5,1.23
 31,E10,2009,6,1.29
 31,E10,2009,7,1.26
@@ -18551,6 +21227,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 31,E10,2021,10,
 31,E10,2021,11,
 31,E10,2021,12,
+31,E10,2022,1,
+31,E10,2022,2,
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+31,E10,2023,12,
 31,SP98,2013,7,1.62
 31,SP98,2013,8,1.62
 31,SP98,2013,9,1.61
@@ -18659,6 +21359,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 31,SP98,2021,10,
 31,SP98,2021,11,
 31,SP98,2021,12,
+31,SP98,2022,1,
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 41,Gazole,2007,1,1.02
 41,Gazole,2007,2,1.03
 41,Gazole,2007,3,1.05
@@ -18839,6 +21563,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 41,Gazole,2021,10,
 41,Gazole,2021,11,
 41,Gazole,2021,12,
+41,Gazole,2022,1,
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+41,Gazole,2023,12,
 41,SP95,2007,1,1.19
 41,SP95,2007,2,1.2
 41,SP95,2007,3,1.26
@@ -19019,6 +21767,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 41,SP95,2021,10,
 41,SP95,2021,11,
 41,SP95,2021,12,
+41,SP95,2022,1,
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 41,GPLc,2007,12,0.7
 41,GPLc,2007,11,0.72
 41,GPLc,2007,1,
@@ -19199,6 +21971,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 41,GPLc,2021,10,
 41,GPLc,2021,11,
 41,GPLc,2021,12,
+41,GPLc,2022,1,
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+41,GPLc,2023,12,
 41,E85,2007,6,0.84
 41,E85,2007,10,0.85
 41,E85,2007,11,0.84
@@ -19379,6 +22175,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 41,E85,2021,10,
 41,E85,2021,11,
 41,E85,2021,12,
+41,E85,2022,1,
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 41,E10,2009,4,1.2
 41,E10,2009,5,1.23
 41,E10,2009,6,1.26
@@ -19535,6 +22355,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 41,E10,2021,10,
 41,E10,2021,11,
 41,E10,2021,12,
+41,E10,2022,1,
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 41,SP98,2013,6,1.6
 41,SP98,2013,7,1.62
 41,SP98,2013,8,1.62
@@ -19643,6 +22487,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 41,SP98,2021,10,
 41,SP98,2021,11,
 41,SP98,2021,12,
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 42,Gazole,2007,1,1.03
 42,Gazole,2007,2,1.04
 42,Gazole,2007,3,1.05
@@ -19823,6 +22691,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 42,Gazole,2021,10,
 42,Gazole,2021,11,
 42,Gazole,2021,12,
+42,Gazole,2022,1,
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 42,SP95,2007,1,1.18
 42,SP95,2007,2,1.2
 42,SP95,2007,3,1.25
@@ -20003,6 +22895,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 42,SP95,2021,10,
 42,SP95,2021,11,
 42,SP95,2021,12,
+42,SP95,2022,1,
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 42,GPLc,2007,11,0.7
 42,GPLc,2007,12,0.72
 42,GPLc,2007,1,
@@ -20183,6 +23099,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 42,GPLc,2021,10,
 42,GPLc,2021,11,
 42,GPLc,2021,12,
+42,GPLc,2022,1,
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 42,E85,2007,11,0.83
 42,E85,2007,12,0.84
 42,E85,2007,9,0.83
@@ -20363,6 +23303,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 42,E85,2021,10,
 42,E85,2021,11,
 42,E85,2021,12,
+42,E85,2022,1,
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 42,E10,2009,8,1.23
 42,E10,2009,5,1.18
 42,E10,2009,6,1.24
@@ -20519,6 +23483,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 42,E10,2021,10,
 42,E10,2021,11,
 42,E10,2021,12,
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 42,SP98,2013,7,1.62
 42,SP98,2013,8,1.62
 42,SP98,2013,9,1.62
@@ -20627,6 +23615,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 42,SP98,2021,10,
 42,SP98,2021,11,
 42,SP98,2021,12,
+42,SP98,2022,1,
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 02,Gazole,2007,1,1.01
 02,Gazole,2007,2,1.01
 02,Gazole,2007,3,1.02
@@ -20807,6 +23819,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 02,Gazole,2021,10,
 02,Gazole,2021,11,
 02,Gazole,2021,12,
+02,Gazole,2022,1,
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 02,SP95,2007,1,1.18
 02,SP95,2007,2,1.19
 02,SP95,2007,3,1.24
@@ -20987,6 +24023,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 02,SP95,2021,10,
 02,SP95,2021,11,
 02,SP95,2021,12,
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 02,E10,2009,4,1.19
 02,E10,2009,5,1.2
 02,E10,2009,6,1.26
@@ -21143,6 +24203,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 02,E10,2021,10,
 02,E10,2021,11,
 02,E10,2021,12,
+02,E10,2022,1,
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 02,SP98,2013,7,1.68
 02,SP98,2013,8,1.69
 02,SP98,2013,9,1.67
@@ -21251,6 +24335,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 02,SP98,2021,10,
 02,SP98,2021,11,
 02,SP98,2021,12,
+02,SP98,2022,1,
+02,SP98,2022,2,
+02,SP98,2022,3,
+02,SP98,2022,4,
+02,SP98,2022,5,
+02,SP98,2022,6,
+02,SP98,2022,7,
+02,SP98,2022,8,
+02,SP98,2022,9,
+02,SP98,2022,10,
+02,SP98,2022,11,
+02,SP98,2022,12,
+02,SP98,2023,1,
+02,SP98,2023,2,
+02,SP98,2023,3,
+02,SP98,2023,4,
+02,SP98,2023,5,
+02,SP98,2023,6,
+02,SP98,2023,7,
+02,SP98,2023,8,
+02,SP98,2023,9,
+02,SP98,2023,10,
+02,SP98,2023,11,
+02,SP98,2023,12,
 11,Gazole,2007,6,1.1
 11,Gazole,2007,11,1.22
 11,Gazole,2007,12,1.23
@@ -21431,6 +24539,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 11,Gazole,2021,9,1.52
 11,Gazole,2021,10,1.61
 11,Gazole,2021,12,1.6
+11,Gazole,2022,5,1.94
+11,Gazole,2022,6,2.16
+11,Gazole,2022,7,2.04
+11,Gazole,2022,8,1.94
+11,Gazole,2022,9,1.78
+11,Gazole,2022,10,1.93
+11,Gazole,2022,11,1.93
+11,Gazole,2022,12,1.84
+11,Gazole,2022,2,1.78
+11,Gazole,2022,3,2.09
+11,Gazole,2022,4,1.9
+11,Gazole,2022,1,1.69
+11,Gazole,2023,1,2.0
+11,Gazole,2023,4,1.87
+11,Gazole,2023,8,1.92
+11,Gazole,2023,5,1.76
+11,Gazole,2023,2,1.91
+11,Gazole,2023,3,1.91
+11,Gazole,2023,6,1.77
+11,Gazole,2023,7,1.8
+11,Gazole,2023,9,1.99
+11,Gazole,2023,10,2.0
+11,Gazole,2023,11,2.0
+11,Gazole,2023,12,2.0
 11,SP95,2007,6,1.34
 11,SP95,2007,11,1.36
 11,SP95,2007,12,1.35
@@ -21611,6 +24743,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 11,SP95,2021,7,1.6
 11,SP95,2021,8,1.61
 11,SP95,2021,12,1.66
+11,SP95,2022,2,1.83
+11,SP95,2022,3,2.03
+11,SP95,2022,4,1.84
+11,SP95,2022,5,1.96
+11,SP95,2022,6,2.16
+11,SP95,2022,7,2.03
+11,SP95,2022,9,1.67
+11,SP95,2022,11,1.78
+11,SP95,2022,12,1.74
+11,SP95,2022,1,1.74
+11,SP95,2022,10,1.78
+11,SP95,2022,8,1.88
+11,SP95,2023,1,1.93
+11,SP95,2023,4,1.99
+11,SP95,2023,8,1.98
+11,SP95,2023,2,1.96
+11,SP95,2023,3,1.97
+11,SP95,2023,5,1.94
+11,SP95,2023,6,1.93
+11,SP95,2023,7,1.91
+11,SP95,2023,9,2.0
+11,SP95,2023,10,1.97
+11,SP95,2023,11,1.97
+11,SP95,2023,12,1.97
 11,GPLc,2007,12,0.75
 11,GPLc,2007,11,0.73
 11,GPLc,2007,1,
@@ -21791,6 +24947,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 11,GPLc,2021,10,0.9
 11,GPLc,2021,11,0.91
 11,GPLc,2021,12,0.92
+11,GPLc,2022,5,0.86
+11,GPLc,2022,6,0.87
+11,GPLc,2022,7,0.88
+11,GPLc,2022,8,0.88
+11,GPLc,2022,9,0.78
+11,GPLc,2022,10,0.77
+11,GPLc,2022,11,0.83
+11,GPLc,2022,12,0.9
+11,GPLc,2022,1,0.93
+11,GPLc,2022,2,0.94
+11,GPLc,2022,3,0.97
+11,GPLc,2022,4,0.85
+11,GPLc,2023,1,1.0
+11,GPLc,2023,2,1.0
+11,GPLc,2023,3,1.01
+11,GPLc,2023,4,1.02
+11,GPLc,2023,5,1.02
+11,GPLc,2023,6,1.01
+11,GPLc,2023,7,1.01
+11,GPLc,2023,8,1.01
+11,GPLc,2023,9,1.01
+11,GPLc,2023,10,1.02
+11,GPLc,2023,11,1.02
+11,GPLc,2023,12,1.02
 11,E85,2007,3,0.79
 11,E85,2007,4,0.8
 11,E85,2007,6,0.81
@@ -21971,6 +25151,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 11,E85,2021,10,0.73
 11,E85,2021,11,0.74
 11,E85,2021,12,0.74
+11,E85,2022,1,0.76
+11,E85,2022,2,0.78
+11,E85,2022,3,0.89
+11,E85,2022,4,0.75
+11,E85,2022,5,0.78
+11,E85,2022,6,0.85
+11,E85,2022,7,0.88
+11,E85,2022,8,0.86
+11,E85,2022,9,0.71
+11,E85,2022,10,0.75
+11,E85,2022,11,0.87
+11,E85,2022,12,0.92
+11,E85,2023,1,1.16
+11,E85,2023,2,1.15
+11,E85,2023,3,1.15
+11,E85,2023,4,1.15
+11,E85,2023,5,1.14
+11,E85,2023,6,1.12
+11,E85,2023,7,1.08
+11,E85,2023,8,1.07
+11,E85,2023,9,1.06
+11,E85,2023,10,1.06
+11,E85,2023,11,1.06
+11,E85,2023,12,1.06
 11,E10,2009,4,1.19
 11,E10,2009,5,1.22
 11,E10,2009,6,1.3
@@ -22127,6 +25331,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 11,E10,2021,12,1.65
 11,E10,2021,10,1.68
 11,E10,2021,11,1.7
+11,E10,2022,5,1.95
+11,E10,2022,6,2.15
+11,E10,2022,7,1.99
+11,E10,2022,8,1.83
+11,E10,2022,9,1.57
+11,E10,2022,10,1.68
+11,E10,2022,11,1.73
+11,E10,2022,12,1.69
+11,E10,2022,1,1.74
+11,E10,2022,2,1.82
+11,E10,2022,3,2.01
+11,E10,2022,4,1.79
+11,E10,2023,1,1.93
+11,E10,2023,2,1.95
+11,E10,2023,3,1.95
+11,E10,2023,4,1.98
+11,E10,2023,5,1.92
+11,E10,2023,6,1.91
+11,E10,2023,7,1.9
+11,E10,2023,8,1.98
+11,E10,2023,9,1.99
+11,E10,2023,10,1.96
+11,E10,2023,11,1.96
+11,E10,2023,12,1.96
 11,SP98,2013,8,1.63
 11,SP98,2013,6,1.58
 11,SP98,2013,7,1.62
@@ -22235,6 +25463,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 11,SP98,2021,10,1.77
 11,SP98,2021,11,1.79
 11,SP98,2021,12,1.75
+11,SP98,2022,5,2.05
+11,SP98,2022,6,2.27
+11,SP98,2022,7,2.11
+11,SP98,2022,8,1.94
+11,SP98,2022,9,1.67
+11,SP98,2022,10,1.8
+11,SP98,2022,11,1.84
+11,SP98,2022,12,1.8
+11,SP98,2022,2,1.91
+11,SP98,2022,3,2.11
+11,SP98,2022,4,1.9
+11,SP98,2022,1,1.83
+11,SP98,2023,1,2.03
+11,SP98,2023,4,2.06
+11,SP98,2023,8,2.05
+11,SP98,2023,5,2.0
+11,SP98,2023,2,2.04
+11,SP98,2023,3,2.05
+11,SP98,2023,6,2.0
+11,SP98,2023,7,1.99
+11,SP98,2023,9,2.06
+11,SP98,2023,10,2.03
+11,SP98,2023,11,2.03
+11,SP98,2023,12,2.03
 04,Gazole,2011,3,1.46
 04,Gazole,2011,5,1.43
 04,Gazole,2011,6,1.4
@@ -22367,6 +25619,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 04,Gazole,2021,10,
 04,Gazole,2021,11,
 04,Gazole,2021,12,
+04,Gazole,2022,1,
+04,Gazole,2022,2,
+04,Gazole,2022,3,
+04,Gazole,2022,4,
+04,Gazole,2022,5,
+04,Gazole,2022,6,
+04,Gazole,2022,7,
+04,Gazole,2022,8,
+04,Gazole,2022,9,
+04,Gazole,2022,10,
+04,Gazole,2022,11,
+04,Gazole,2022,12,
+04,Gazole,2023,1,
+04,Gazole,2023,2,
+04,Gazole,2023,3,
+04,Gazole,2023,4,
+04,Gazole,2023,5,
+04,Gazole,2023,6,
+04,Gazole,2023,7,
+04,Gazole,2023,8,
+04,Gazole,2023,9,
+04,Gazole,2023,10,
+04,Gazole,2023,11,
+04,Gazole,2023,12,
 04,SP95,2011,3,1.6
 04,SP95,2011,4,1.6
 04,SP95,2011,5,1.61
@@ -22499,6 +25775,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 04,SP95,2021,10,
 04,SP95,2021,11,
 04,SP95,2021,12,
+04,SP95,2022,1,
+04,SP95,2022,2,
+04,SP95,2022,3,
+04,SP95,2022,4,
+04,SP95,2022,5,
+04,SP95,2022,6,
+04,SP95,2022,7,
+04,SP95,2022,8,
+04,SP95,2022,9,
+04,SP95,2022,10,
+04,SP95,2022,11,
+04,SP95,2022,12,
+04,SP95,2023,1,
+04,SP95,2023,2,
+04,SP95,2023,3,
+04,SP95,2023,4,
+04,SP95,2023,5,
+04,SP95,2023,6,
+04,SP95,2023,7,
+04,SP95,2023,8,
+04,SP95,2023,9,
+04,SP95,2023,10,
+04,SP95,2023,11,
+04,SP95,2023,12,
 04,GPLc,2011,3,0.88
 04,GPLc,2011,4,0.88
 04,GPLc,2011,5,0.89
@@ -22631,6 +25931,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 04,GPLc,2021,10,
 04,GPLc,2021,11,
 04,GPLc,2021,12,
+04,GPLc,2022,1,
+04,GPLc,2022,2,
+04,GPLc,2022,3,
+04,GPLc,2022,4,
+04,GPLc,2022,5,
+04,GPLc,2022,6,
+04,GPLc,2022,7,
+04,GPLc,2022,8,
+04,GPLc,2022,9,
+04,GPLc,2022,10,
+04,GPLc,2022,11,
+04,GPLc,2022,12,
+04,GPLc,2023,1,
+04,GPLc,2023,2,
+04,GPLc,2023,3,
+04,GPLc,2023,4,
+04,GPLc,2023,5,
+04,GPLc,2023,6,
+04,GPLc,2023,7,
+04,GPLc,2023,8,
+04,GPLc,2023,9,
+04,GPLc,2023,10,
+04,GPLc,2023,11,
+04,GPLc,2023,12,
 04,E10,2012,8,1.7
 04,E10,2012,9,1.7
 04,E10,2012,11,1.69
@@ -22751,6 +26075,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 04,E10,2021,10,
 04,E10,2021,11,
 04,E10,2021,12,
+04,E10,2022,1,
+04,E10,2022,2,
+04,E10,2022,3,
+04,E10,2022,4,
+04,E10,2022,5,
+04,E10,2022,6,
+04,E10,2022,7,
+04,E10,2022,8,
+04,E10,2022,9,
+04,E10,2022,10,
+04,E10,2022,11,
+04,E10,2022,12,
+04,E10,2023,1,
+04,E10,2023,2,
+04,E10,2023,3,
+04,E10,2023,4,
+04,E10,2023,5,
+04,E10,2023,6,
+04,E10,2023,7,
+04,E10,2023,8,
+04,E10,2023,9,
+04,E10,2023,10,
+04,E10,2023,11,
+04,E10,2023,12,
 04,SP98,2013,7,1.7
 04,SP98,2013,8,1.71
 04,SP98,2013,9,1.7
@@ -22859,6 +26207,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 04,SP98,2021,10,
 04,SP98,2021,11,
 04,SP98,2021,12,
+04,SP98,2022,1,
+04,SP98,2022,2,
+04,SP98,2022,3,
+04,SP98,2022,4,
+04,SP98,2022,5,
+04,SP98,2022,6,
+04,SP98,2022,7,
+04,SP98,2022,8,
+04,SP98,2022,9,
+04,SP98,2022,10,
+04,SP98,2022,11,
+04,SP98,2022,12,
+04,SP98,2023,1,
+04,SP98,2023,2,
+04,SP98,2023,3,
+04,SP98,2023,4,
+04,SP98,2023,5,
+04,SP98,2023,6,
+04,SP98,2023,7,
+04,SP98,2023,8,
+04,SP98,2023,9,
+04,SP98,2023,10,
+04,SP98,2023,11,
+04,SP98,2023,12,
 84,Gazole,2016,1,1.05
 84,Gazole,2016,2,1.05
 84,Gazole,2016,3,1.08
@@ -22931,6 +26303,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 84,Gazole,2021,10,1.57
 84,Gazole,2021,11,1.59
 84,Gazole,2021,12,1.56
+84,Gazole,2022,1,1.65
+84,Gazole,2022,2,1.73
+84,Gazole,2022,3,2.05
+84,Gazole,2022,4,1.88
+84,Gazole,2022,5,1.92
+84,Gazole,2022,6,2.1
+84,Gazole,2022,7,2.01
+84,Gazole,2022,8,1.9
+84,Gazole,2022,9,1.75
+84,Gazole,2022,10,1.87
+84,Gazole,2022,11,1.88
+84,Gazole,2022,12,1.8
+84,Gazole,2023,1,1.93
+84,Gazole,2023,5,1.7
+84,Gazole,2023,6,1.71
+84,Gazole,2023,7,1.74
+84,Gazole,2023,8,1.87
+84,Gazole,2023,9,1.93
+84,Gazole,2023,10,1.95
+84,Gazole,2023,2,1.87
+84,Gazole,2023,3,1.86
+84,Gazole,2023,4,1.81
+84,Gazole,2023,11,1.95
+84,Gazole,2023,12,1.95
 84,SP95,2016,1,1.3
 84,SP95,2016,2,1.28
 84,SP95,2016,3,1.3
@@ -23003,6 +26399,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 84,SP95,2021,10,1.66
 84,SP95,2021,11,1.68
 84,SP95,2021,12,1.66
+84,SP95,2022,1,1.73
+84,SP95,2022,2,1.81
+84,SP95,2022,3,2.02
+84,SP95,2022,4,1.83
+84,SP95,2022,5,1.92
+84,SP95,2022,6,2.08
+84,SP95,2022,7,2.01
+84,SP95,2022,8,1.82
+84,SP95,2022,9,1.59
+84,SP95,2022,10,1.68
+84,SP95,2022,11,1.77
+84,SP95,2022,12,1.74
+84,SP95,2023,1,1.9
+84,SP95,2023,5,1.89
+84,SP95,2023,6,1.9
+84,SP95,2023,7,1.89
+84,SP95,2023,8,1.95
+84,SP95,2023,9,1.98
+84,SP95,2023,10,1.96
+84,SP95,2023,2,1.93
+84,SP95,2023,3,1.94
+84,SP95,2023,4,1.96
+84,SP95,2023,11,1.96
+84,SP95,2023,12,1.96
 84,SP98,2016,1,1.35
 84,SP98,2016,2,1.33
 84,SP98,2016,3,1.34
@@ -23075,6 +26495,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 84,SP98,2021,10,1.72
 84,SP98,2021,11,1.74
 84,SP98,2021,12,1.72
+84,SP98,2022,1,1.79
+84,SP98,2022,2,1.87
+84,SP98,2022,3,2.06
+84,SP98,2022,4,1.87
+84,SP98,2022,5,1.99
+84,SP98,2022,6,2.15
+84,SP98,2022,7,2.05
+84,SP98,2022,8,1.86
+84,SP98,2022,9,1.61
+84,SP98,2022,10,1.69
+84,SP98,2022,11,1.8
+84,SP98,2022,12,1.79
+84,SP98,2023,1,1.96
+84,SP98,2023,5,1.94
+84,SP98,2023,6,1.95
+84,SP98,2023,7,1.95
+84,SP98,2023,8,2.01
+84,SP98,2023,9,2.04
+84,SP98,2023,10,2.01
+84,SP98,2023,2,1.98
+84,SP98,2023,3,2.0
+84,SP98,2023,4,2.01
+84,SP98,2023,11,2.01
+84,SP98,2023,12,2.01
 84,GPLc,2016,4,0.72
 84,GPLc,2016,1,0.74
 84,GPLc,2016,2,0.74
@@ -23147,6 +26591,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 84,GPLc,2021,10,0.89
 84,GPLc,2021,12,0.91
 84,GPLc,2021,4,0.87
+84,GPLc,2022,1,0.93
+84,GPLc,2022,2,0.94
+84,GPLc,2022,3,0.97
+84,GPLc,2022,4,0.85
+84,GPLc,2022,5,0.86
+84,GPLc,2022,6,0.87
+84,GPLc,2022,7,0.88
+84,GPLc,2022,8,0.9
+84,GPLc,2022,9,0.82
+84,GPLc,2022,10,0.82
+84,GPLc,2022,11,0.88
+84,GPLc,2022,12,0.94
+84,GPLc,2023,1,1.0
+84,GPLc,2023,2,1.02
+84,GPLc,2023,3,1.02
+84,GPLc,2023,4,1.03
+84,GPLc,2023,5,1.03
+84,GPLc,2023,6,1.02
+84,GPLc,2023,7,1.02
+84,GPLc,2023,8,1.02
+84,GPLc,2023,9,1.02
+84,GPLc,2023,10,1.02
+84,GPLc,2023,11,1.02
+84,GPLc,2023,12,1.02
 84,E10,2016,11,1.32
 84,E10,2016,1,1.28
 84,E10,2016,2,1.25
@@ -23219,6 +26687,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 84,E10,2021,10,1.63
 84,E10,2021,11,1.64
 84,E10,2021,12,1.62
+84,E10,2022,10,1.59
+84,E10,2022,11,1.7
+84,E10,2022,1,1.7
+84,E10,2022,2,1.78
+84,E10,2022,3,1.96
+84,E10,2022,4,1.76
+84,E10,2022,5,1.89
+84,E10,2022,6,2.04
+84,E10,2022,7,1.93
+84,E10,2022,8,1.74
+84,E10,2022,9,1.49
+84,E10,2022,12,1.67
+84,E10,2023,5,1.85
+84,E10,2023,6,1.86
+84,E10,2023,7,1.86
+84,E10,2023,8,1.94
+84,E10,2023,9,1.97
+84,E10,2023,10,1.94
+84,E10,2023,1,1.87
+84,E10,2023,2,1.89
+84,E10,2023,3,1.9
+84,E10,2023,4,1.93
+84,E10,2023,11,1.94
+84,E10,2023,12,1.94
 84,E85,2016,1,0.73
 84,E85,2016,2,0.75
 84,E85,2016,3,0.77
@@ -23291,6 +26783,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 84,E85,2021,10,0.73
 84,E85,2021,11,0.74
 84,E85,2021,12,0.74
+84,E85,2022,11,0.89
+84,E85,2022,8,0.86
+84,E85,2022,9,0.72
+84,E85,2022,12,0.94
+84,E85,2022,1,0.78
+84,E85,2022,2,0.8
+84,E85,2022,3,0.93
+84,E85,2022,4,0.81
+84,E85,2022,5,0.82
+84,E85,2022,6,0.88
+84,E85,2022,7,0.9
+84,E85,2022,10,0.77
+84,E85,2023,5,1.15
+84,E85,2023,6,1.14
+84,E85,2023,7,1.09
+84,E85,2023,8,1.09
+84,E85,2023,9,1.09
+84,E85,2023,10,1.08
+84,E85,2023,1,1.13
+84,E85,2023,2,1.16
+84,E85,2023,3,1.17
+84,E85,2023,4,1.16
+84,E85,2023,11,1.08
+84,E85,2023,12,1.08
 27,Gazole,2016,1,1.05
 27,Gazole,2016,2,1.04
 27,Gazole,2016,3,1.08
@@ -23363,6 +26879,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 27,Gazole,2021,10,1.57
 27,Gazole,2021,11,1.59
 27,Gazole,2021,12,1.56
+27,Gazole,2022,1,1.65
+27,Gazole,2022,2,1.73
+27,Gazole,2022,3,2.05
+27,Gazole,2022,4,1.89
+27,Gazole,2022,5,1.92
+27,Gazole,2022,6,2.09
+27,Gazole,2022,7,2.02
+27,Gazole,2022,8,1.91
+27,Gazole,2022,9,1.77
+27,Gazole,2022,10,1.9
+27,Gazole,2022,11,1.91
+27,Gazole,2022,12,1.8
+27,Gazole,2023,1,1.93
+27,Gazole,2023,2,1.88
+27,Gazole,2023,3,1.86
+27,Gazole,2023,4,1.82
+27,Gazole,2023,5,1.7
+27,Gazole,2023,6,1.71
+27,Gazole,2023,7,1.74
+27,Gazole,2023,8,1.86
+27,Gazole,2023,9,1.93
+27,Gazole,2023,10,1.95
+27,Gazole,2023,11,1.95
+27,Gazole,2023,12,1.95
 27,SP95,2016,1,1.3
 27,SP95,2016,2,1.27
 27,SP95,2016,3,1.28
@@ -23435,6 +26975,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 27,SP95,2021,10,1.66
 27,SP95,2021,11,1.69
 27,SP95,2021,12,1.67
+27,SP95,2022,1,1.73
+27,SP95,2022,2,1.81
+27,SP95,2022,3,2.02
+27,SP95,2022,4,1.84
+27,SP95,2022,5,1.92
+27,SP95,2022,6,2.1
+27,SP95,2022,7,2.03
+27,SP95,2022,8,1.87
+27,SP95,2022,9,1.66
+27,SP95,2022,10,1.76
+27,SP95,2022,11,1.83
+27,SP95,2022,12,1.78
+27,SP95,2023,1,1.89
+27,SP95,2023,2,1.93
+27,SP95,2023,3,1.93
+27,SP95,2023,4,1.95
+27,SP95,2023,5,1.88
+27,SP95,2023,6,1.89
+27,SP95,2023,7,1.89
+27,SP95,2023,8,1.96
+27,SP95,2023,9,1.99
+27,SP95,2023,10,1.98
+27,SP95,2023,11,1.98
+27,SP95,2023,12,1.98
 27,E10,2016,1,1.28
 27,E10,2016,2,1.25
 27,E10,2016,3,1.26
@@ -23507,6 +27071,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 27,E10,2021,10,1.63
 27,E10,2021,11,1.65
 27,E10,2021,12,1.63
+27,E10,2022,1,1.7
+27,E10,2022,2,1.77
+27,E10,2022,3,1.96
+27,E10,2022,4,1.76
+27,E10,2022,5,1.88
+27,E10,2022,6,2.05
+27,E10,2022,7,1.95
+27,E10,2022,8,1.78
+27,E10,2022,9,1.53
+27,E10,2022,10,1.63
+27,E10,2022,11,1.71
+27,E10,2022,12,1.68
+27,E10,2023,1,1.87
+27,E10,2023,2,1.89
+27,E10,2023,3,1.9
+27,E10,2023,4,1.92
+27,E10,2023,5,1.85
+27,E10,2023,6,1.86
+27,E10,2023,7,1.85
+27,E10,2023,8,1.93
+27,E10,2023,9,1.96
+27,E10,2023,10,1.93
+27,E10,2023,11,1.93
+27,E10,2023,12,1.93
 27,SP98,2016,1,1.35
 27,SP98,2016,2,1.32
 27,SP98,2016,3,1.33
@@ -23579,6 +27167,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 27,SP98,2021,10,1.72
 27,SP98,2021,11,1.75
 27,SP98,2021,12,1.73
+27,SP98,2022,1,1.79
+27,SP98,2022,2,1.86
+27,SP98,2022,3,2.06
+27,SP98,2022,4,1.89
+27,SP98,2022,5,1.98
+27,SP98,2022,6,2.16
+27,SP98,2022,7,2.07
+27,SP98,2022,8,1.89
+27,SP98,2022,9,1.65
+27,SP98,2022,10,1.76
+27,SP98,2022,11,1.85
+27,SP98,2022,12,1.8
+27,SP98,2023,1,1.96
+27,SP98,2023,2,1.98
+27,SP98,2023,3,1.99
+27,SP98,2023,4,2.0
+27,SP98,2023,5,1.94
+27,SP98,2023,6,1.95
+27,SP98,2023,7,1.94
+27,SP98,2023,8,2.01
+27,SP98,2023,9,2.03
+27,SP98,2023,10,2.02
+27,SP98,2023,11,2.02
+27,SP98,2023,12,2.02
 27,GPLc,2016,1,0.76
 27,GPLc,2016,2,0.74
 27,GPLc,2016,7,0.72
@@ -23651,6 +27263,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 27,GPLc,2021,5,0.89
 27,GPLc,2021,6,0.9
 27,GPLc,2021,9,0.91
+27,GPLc,2022,1,0.93
+27,GPLc,2022,2,0.94
+27,GPLc,2022,3,0.97
+27,GPLc,2022,4,0.88
+27,GPLc,2022,6,0.89
+27,GPLc,2022,7,0.9
+27,GPLc,2022,8,0.9
+27,GPLc,2022,9,0.82
+27,GPLc,2022,10,0.81
+27,GPLc,2022,11,0.86
+27,GPLc,2022,12,0.93
+27,GPLc,2022,5,0.88
+27,GPLc,2023,1,1.0
+27,GPLc,2023,2,1.0
+27,GPLc,2023,3,1.02
+27,GPLc,2023,6,1.03
+27,GPLc,2023,7,1.04
+27,GPLc,2023,8,1.04
+27,GPLc,2023,9,1.04
+27,GPLc,2023,4,1.04
+27,GPLc,2023,5,1.04
+27,GPLc,2023,10,1.04
+27,GPLc,2023,11,1.04
+27,GPLc,2023,12,1.04
 27,E85,2016,1,0.68
 27,E85,2016,7,0.89
 27,E85,2016,8,0.9
@@ -23723,6 +27359,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 27,E85,2021,10,0.71
 27,E85,2021,11,0.72
 27,E85,2021,12,0.72
+27,E85,2022,3,0.91
+27,E85,2022,4,0.79
+27,E85,2022,6,0.87
+27,E85,2022,7,0.89
+27,E85,2022,8,0.85
+27,E85,2022,9,0.71
+27,E85,2022,10,0.76
+27,E85,2022,11,0.86
+27,E85,2022,12,0.9
+27,E85,2022,1,0.76
+27,E85,2022,2,0.78
+27,E85,2022,5,0.81
+27,E85,2023,1,1.11
+27,E85,2023,2,1.14
+27,E85,2023,3,1.14
+27,E85,2023,4,1.14
+27,E85,2023,7,1.07
+27,E85,2023,8,1.07
+27,E85,2023,9,1.07
+27,E85,2023,5,1.13
+27,E85,2023,6,1.11
+27,E85,2023,10,1.06
+27,E85,2023,11,1.06
+27,E85,2023,12,1.06
 32,Gazole,2016,1,1.03
 32,Gazole,2016,3,1.07
 32,Gazole,2016,4,1.07
@@ -23795,6 +27455,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 32,Gazole,2021,10,1.55
 32,Gazole,2021,11,1.56
 32,Gazole,2021,12,1.53
+32,Gazole,2022,1,1.63
+32,Gazole,2022,2,1.71
+32,Gazole,2022,3,2.03
+32,Gazole,2022,4,1.85
+32,Gazole,2022,5,1.88
+32,Gazole,2022,6,2.09
+32,Gazole,2022,7,1.99
+32,Gazole,2022,8,1.88
+32,Gazole,2022,9,1.73
+32,Gazole,2022,10,1.87
+32,Gazole,2022,11,1.88
+32,Gazole,2022,12,1.78
+32,Gazole,2023,1,1.92
+32,Gazole,2023,2,1.85
+32,Gazole,2023,3,1.83
+32,Gazole,2023,4,1.79
+32,Gazole,2023,5,1.68
+32,Gazole,2023,6,1.69
+32,Gazole,2023,7,1.71
+32,Gazole,2023,8,1.85
+32,Gazole,2023,9,1.92
+32,Gazole,2023,10,1.95
+32,Gazole,2023,11,1.95
+32,Gazole,2023,12,1.95
 32,SP95,2016,1,1.28
 32,SP95,2016,3,1.27
 32,SP95,2016,4,1.32
@@ -23867,6 +27551,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 32,SP95,2021,10,1.65
 32,SP95,2021,11,1.67
 32,SP95,2021,12,1.63
+32,SP95,2022,1,1.71
+32,SP95,2022,2,1.8
+32,SP95,2022,3,2.0
+32,SP95,2022,4,1.82
+32,SP95,2022,5,1.93
+32,SP95,2022,6,2.14
+32,SP95,2022,7,2.02
+32,SP95,2022,8,1.86
+32,SP95,2022,9,1.65
+32,SP95,2022,10,1.72
+32,SP95,2022,11,1.74
+32,SP95,2022,12,1.71
+32,SP95,2023,1,1.89
+32,SP95,2023,2,1.93
+32,SP95,2023,3,1.92
+32,SP95,2023,4,1.95
+32,SP95,2023,5,1.88
+32,SP95,2023,6,1.88
+32,SP95,2023,7,1.86
+32,SP95,2023,8,1.94
+32,SP95,2023,9,1.95
+32,SP95,2023,10,1.93
+32,SP95,2023,11,1.93
+32,SP95,2023,12,1.93
 32,SP98,2016,1,1.33
 32,SP98,2016,3,1.31
 32,SP98,2016,4,1.36
@@ -23939,6 +27647,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 32,SP98,2021,10,1.71
 32,SP98,2021,11,1.73
 32,SP98,2021,12,1.69
+32,SP98,2022,1,1.77
+32,SP98,2022,2,1.85
+32,SP98,2022,3,2.04
+32,SP98,2022,4,1.85
+32,SP98,2022,5,1.99
+32,SP98,2022,6,2.21
+32,SP98,2022,7,2.06
+32,SP98,2022,8,1.89
+32,SP98,2022,9,1.64
+32,SP98,2022,10,1.73
+32,SP98,2022,11,1.78
+32,SP98,2022,12,1.75
+32,SP98,2023,1,1.94
+32,SP98,2023,2,1.97
+32,SP98,2023,3,1.97
+32,SP98,2023,4,1.99
+32,SP98,2023,5,1.92
+32,SP98,2023,6,1.92
+32,SP98,2023,7,1.9
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+32,SP98,2023,9,2.0
+32,SP98,2023,10,1.98
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+32,SP98,2023,12,1.98
 32,E10,2016,1,1.26
 32,E10,2016,2,1.23
 32,E10,2016,3,1.25
@@ -24011,6 +27743,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 32,E10,2021,8,1.56
 32,E10,2021,9,1.57
 32,E10,2021,10,1.63
+32,E10,2022,1,1.69
+32,E10,2022,2,1.77
+32,E10,2022,3,1.94
+32,E10,2022,4,1.75
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+32,E10,2022,6,2.1
+32,E10,2022,7,1.95
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+32,E10,2022,9,1.53
+32,E10,2022,10,1.63
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+32,E10,2023,1,1.87
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+32,E10,2023,11,1.91
+32,E10,2023,12,1.91
 32,E85,2016,1,0.66
 32,E85,2016,6,0.75
 32,E85,2016,7,0.76
@@ -24083,6 +27839,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 32,E85,2021,6,0.66
 32,E85,2021,7,0.67
 32,E85,2021,5,0.66
+32,E85,2022,1,0.75
+32,E85,2022,2,0.78
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+32,E85,2022,12,0.91
+32,E85,2023,6,1.08
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+32,E85,2023,3,1.13
+32,E85,2023,4,1.12
+32,E85,2023,5,1.11
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+32,E85,2023,9,1.04
+32,E85,2023,10,1.03
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+32,E85,2023,12,1.03
 32,GPLc,2016,1,0.73
 32,GPLc,2016,2,0.72
 32,GPLc,2016,4,0.7
@@ -24155,6 +27935,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 32,GPLc,2021,1,0.85
 32,GPLc,2021,5,0.85
 32,GPLc,2021,11,0.87
+32,GPLc,2022,3,0.95
+32,GPLc,2022,4,0.83
+32,GPLc,2022,9,0.77
+32,GPLc,2022,10,0.78
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+32,GPLc,2022,12,0.94
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+32,GPLc,2022,2,0.92
+32,GPLc,2022,5,0.84
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+32,GPLc,2023,1,1.0
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+32,GPLc,2023,3,1.01
+32,GPLc,2023,7,1.03
+32,GPLc,2023,8,1.03
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+32,GPLc,2023,2,1.01
+32,GPLc,2023,4,1.03
+32,GPLc,2023,10,1.03
+32,GPLc,2023,11,1.03
+32,GPLc,2023,12,1.03
 44,Gazole,2016,1,1.04
 44,Gazole,2016,2,1.04
 44,Gazole,2016,3,1.08
@@ -24227,6 +28031,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 44,Gazole,2021,10,1.56
 44,Gazole,2021,11,1.59
 44,Gazole,2021,12,1.56
+44,Gazole,2022,1,1.64
+44,Gazole,2022,2,1.72
+44,Gazole,2022,3,2.05
+44,Gazole,2022,4,1.88
+44,Gazole,2022,5,1.91
+44,Gazole,2022,6,2.08
+44,Gazole,2022,7,2.0
+44,Gazole,2022,8,1.92
+44,Gazole,2022,9,1.78
+44,Gazole,2022,10,1.9
+44,Gazole,2022,11,1.91
+44,Gazole,2022,12,1.81
+44,Gazole,2023,1,1.95
+44,Gazole,2023,2,1.88
+44,Gazole,2023,3,1.86
+44,Gazole,2023,4,1.81
+44,Gazole,2023,5,1.7
+44,Gazole,2023,6,1.7
+44,Gazole,2023,7,1.73
+44,Gazole,2023,8,1.86
+44,Gazole,2023,9,1.93
+44,Gazole,2023,10,1.95
+44,Gazole,2023,11,1.95
+44,Gazole,2023,12,1.95
 44,SP95,2016,1,1.28
 44,SP95,2016,2,1.26
 44,SP95,2016,3,1.27
@@ -24299,6 +28127,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 44,SP95,2021,10,1.67
 44,SP95,2021,11,1.7
 44,SP95,2021,12,1.66
+44,SP95,2022,1,1.73
+44,SP95,2022,2,1.8
+44,SP95,2022,3,2.01
+44,SP95,2022,4,1.84
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+44,SP95,2022,7,2.01
+44,SP95,2022,8,1.85
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+44,SP95,2022,12,1.73
+44,SP95,2023,1,1.89
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+44,SP95,2023,4,1.94
+44,SP95,2023,5,1.88
+44,SP95,2023,8,1.94
+44,SP95,2023,9,1.96
+44,SP95,2023,3,1.92
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+44,SP95,2023,7,1.87
+44,SP95,2023,10,1.94
+44,SP95,2023,11,1.94
+44,SP95,2023,12,1.94
 44,E85,2016,1,0.72
 44,E85,2016,2,0.72
 44,E85,2016,3,0.74
@@ -24371,6 +28223,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 44,E85,2021,10,0.7
 44,E85,2021,11,0.71
 44,E85,2021,12,0.72
+44,E85,2022,1,0.75
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+44,E85,2022,12,0.91
+44,E85,2023,1,1.12
+44,E85,2023,2,1.14
+44,E85,2023,3,1.14
+44,E85,2023,4,1.14
+44,E85,2023,5,1.14
+44,E85,2023,6,1.1
+44,E85,2023,7,1.06
+44,E85,2023,8,1.06
+44,E85,2023,9,1.05
+44,E85,2023,10,1.04
+44,E85,2023,11,1.04
+44,E85,2023,12,1.04
 44,SP98,2016,1,1.33
 44,SP98,2016,2,1.31
 44,SP98,2016,3,1.32
@@ -24443,6 +28319,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 44,SP98,2021,10,1.71
 44,SP98,2021,11,1.75
 44,SP98,2021,12,1.71
+44,SP98,2022,1,1.78
+44,SP98,2022,2,1.85
+44,SP98,2022,3,2.05
+44,SP98,2022,4,1.87
+44,SP98,2022,5,1.98
+44,SP98,2022,6,2.18
+44,SP98,2022,7,2.06
+44,SP98,2022,8,1.9
+44,SP98,2022,9,1.66
+44,SP98,2022,10,1.75
+44,SP98,2022,11,1.8
+44,SP98,2022,12,1.76
+44,SP98,2023,1,1.95
+44,SP98,2023,2,1.98
+44,SP98,2023,3,1.97
+44,SP98,2023,4,1.98
+44,SP98,2023,5,1.93
+44,SP98,2023,6,1.93
+44,SP98,2023,7,1.91
+44,SP98,2023,8,1.99
+44,SP98,2023,9,2.01
+44,SP98,2023,10,2.0
+44,SP98,2023,11,2.0
+44,SP98,2023,12,2.0
 44,E10,2016,1,1.26
 44,E10,2016,2,1.23
 44,E10,2016,3,1.24
@@ -24515,6 +28415,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 44,E10,2021,7,1.56
 44,E10,2021,8,1.56
 44,E10,2021,9,1.56
+44,E10,2022,1,1.69
+44,E10,2022,2,1.76
+44,E10,2022,3,1.96
+44,E10,2022,4,1.76
+44,E10,2022,5,1.88
+44,E10,2022,6,2.07
+44,E10,2022,7,1.95
+44,E10,2022,8,1.8
+44,E10,2022,9,1.55
+44,E10,2022,10,1.64
+44,E10,2022,11,1.69
+44,E10,2022,12,1.67
+44,E10,2023,1,1.87
+44,E10,2023,2,1.9
+44,E10,2023,3,1.89
+44,E10,2023,4,1.91
+44,E10,2023,5,1.84
+44,E10,2023,6,1.84
+44,E10,2023,7,1.83
+44,E10,2023,8,1.92
+44,E10,2023,9,1.94
+44,E10,2023,10,1.91
+44,E10,2023,11,1.91
+44,E10,2023,12,1.91
 44,GPLc,2016,2,0.72
 44,GPLc,2016,9,0.7
 44,GPLc,2016,1,0.73
@@ -24587,6 +28511,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 44,GPLc,2021,7,0.87
 44,GPLc,2021,8,0.87
 44,GPLc,2021,10,0.89
+44,GPLc,2022,2,0.93
+44,GPLc,2022,3,0.97
+44,GPLc,2022,4,0.84
+44,GPLc,2022,5,0.86
+44,GPLc,2022,9,0.8
+44,GPLc,2022,10,0.79
+44,GPLc,2022,11,0.85
+44,GPLc,2022,12,0.91
+44,GPLc,2022,1,0.92
+44,GPLc,2022,6,0.86
+44,GPLc,2022,7,0.86
+44,GPLc,2022,8,0.87
+44,GPLc,2023,1,0.99
+44,GPLc,2023,2,1.0
+44,GPLc,2023,3,1.01
+44,GPLc,2023,4,1.02
+44,GPLc,2023,5,1.02
+44,GPLc,2023,6,1.02
+44,GPLc,2023,7,1.02
+44,GPLc,2023,8,1.02
+44,GPLc,2023,9,1.02
+44,GPLc,2023,10,1.03
+44,GPLc,2023,11,1.03
+44,GPLc,2023,12,1.03
 76,Gazole,2016,1,1.04
 76,Gazole,2016,2,1.04
 76,Gazole,2016,3,1.08
@@ -24659,6 +28607,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 76,Gazole,2021,10,1.56
 76,Gazole,2021,11,1.58
 76,Gazole,2021,12,1.55
+76,Gazole,2022,1,1.64
+76,Gazole,2022,2,1.72
+76,Gazole,2022,3,2.04
+76,Gazole,2022,4,1.88
+76,Gazole,2022,5,1.91
+76,Gazole,2022,6,2.09
+76,Gazole,2022,7,2.0
+76,Gazole,2022,8,1.88
+76,Gazole,2022,9,1.74
+76,Gazole,2022,10,1.87
+76,Gazole,2022,11,1.86
+76,Gazole,2022,12,1.78
+76,Gazole,2023,1,1.92
+76,Gazole,2023,2,1.86
+76,Gazole,2023,3,1.85
+76,Gazole,2023,4,1.8
+76,Gazole,2023,5,1.69
+76,Gazole,2023,6,1.7
+76,Gazole,2023,7,1.72
+76,Gazole,2023,8,1.85
+76,Gazole,2023,9,1.92
+76,Gazole,2023,10,1.94
+76,Gazole,2023,11,1.94
+76,Gazole,2023,12,1.94
 76,GPLc,2016,1,0.74
 76,GPLc,2016,2,0.74
 76,GPLc,2016,3,0.73
@@ -24731,6 +28703,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 76,GPLc,2021,2,0.87
 76,GPLc,2021,6,0.88
 76,GPLc,2021,5,0.88
+76,GPLc,2022,3,0.97
+76,GPLc,2022,4,0.88
+76,GPLc,2022,6,0.88
+76,GPLc,2022,8,0.89
+76,GPLc,2022,11,0.86
+76,GPLc,2022,1,0.92
+76,GPLc,2022,2,0.93
+76,GPLc,2022,5,0.88
+76,GPLc,2022,7,0.89
+76,GPLc,2022,9,0.82
+76,GPLc,2022,10,0.82
+76,GPLc,2022,12,0.93
+76,GPLc,2023,2,1.01
+76,GPLc,2023,4,1.03
+76,GPLc,2023,6,1.04
+76,GPLc,2023,8,1.04
+76,GPLc,2023,9,1.04
+76,GPLc,2023,1,0.98
+76,GPLc,2023,3,1.02
+76,GPLc,2023,5,1.04
+76,GPLc,2023,7,1.04
+76,GPLc,2023,10,1.04
+76,GPLc,2023,11,1.04
+76,GPLc,2023,12,1.04
 76,E10,2016,1,1.27
 76,E10,2016,2,1.24
 76,E10,2016,3,1.26
@@ -24803,6 +28799,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 76,E10,2021,10,1.62
 76,E10,2021,11,1.63
 76,E10,2021,12,1.61
+76,E10,2022,1,1.69
+76,E10,2022,2,1.77
+76,E10,2022,3,1.96
+76,E10,2022,4,1.76
+76,E10,2022,5,1.88
+76,E10,2022,6,2.04
+76,E10,2022,7,1.93
+76,E10,2022,8,1.74
+76,E10,2022,9,1.49
+76,E10,2022,10,1.6
+76,E10,2022,11,1.69
+76,E10,2022,12,1.66
+76,E10,2023,1,1.86
+76,E10,2023,2,1.89
+76,E10,2023,3,1.9
+76,E10,2023,4,1.92
+76,E10,2023,5,1.84
+76,E10,2023,6,1.85
+76,E10,2023,7,1.85
+76,E10,2023,8,1.92
+76,E10,2023,9,1.95
+76,E10,2023,10,1.92
+76,E10,2023,11,1.92
+76,E10,2023,12,1.92
 76,SP98,2016,1,1.34
 76,SP98,2016,2,1.32
 76,SP98,2016,3,1.33
@@ -24875,6 +28895,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 76,SP98,2021,10,1.71
 76,SP98,2021,11,1.73
 76,SP98,2021,12,1.71
+76,SP98,2022,1,1.78
+76,SP98,2022,2,1.86
+76,SP98,2022,3,2.06
+76,SP98,2022,4,1.87
+76,SP98,2022,5,1.98
+76,SP98,2022,6,2.14
+76,SP98,2022,7,2.05
+76,SP98,2022,8,1.85
+76,SP98,2022,9,1.6
+76,SP98,2022,10,1.7
+76,SP98,2022,11,1.79
+76,SP98,2022,12,1.77
+76,SP98,2023,1,1.94
+76,SP98,2023,2,1.97
+76,SP98,2023,3,1.98
+76,SP98,2023,4,2.0
+76,SP98,2023,5,1.92
+76,SP98,2023,6,1.93
+76,SP98,2023,7,1.92
+76,SP98,2023,8,1.99
+76,SP98,2023,9,2.02
+76,SP98,2023,10,2.0
+76,SP98,2023,11,2.0
+76,SP98,2023,12,2.0
 76,SP95,2016,1,1.3
 76,SP95,2016,2,1.28
 76,SP95,2016,3,1.3
@@ -24947,6 +28991,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 76,SP95,2021,10,1.66
 76,SP95,2021,11,1.68
 76,SP95,2021,12,1.66
+76,SP95,2022,1,1.73
+76,SP95,2022,2,1.81
+76,SP95,2022,3,2.02
+76,SP95,2022,4,1.84
+76,SP95,2022,5,1.93
+76,SP95,2022,6,2.09
+76,SP95,2022,7,2.01
+76,SP95,2022,8,1.83
+76,SP95,2022,9,1.6
+76,SP95,2022,10,1.7
+76,SP95,2022,11,1.76
+76,SP95,2022,12,1.74
+76,SP95,2023,1,1.9
+76,SP95,2023,2,1.93
+76,SP95,2023,3,1.94
+76,SP95,2023,4,1.96
+76,SP95,2023,5,1.89
+76,SP95,2023,6,1.89
+76,SP95,2023,7,1.89
+76,SP95,2023,8,1.95
+76,SP95,2023,9,1.98
+76,SP95,2023,10,1.96
+76,SP95,2023,11,1.96
+76,SP95,2023,12,1.96
 76,E85,2016,1,0.77
 76,E85,2016,2,0.77
 76,E85,2016,3,0.76
@@ -25019,6 +29087,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 76,E85,2021,6,0.69
 76,E85,2021,7,0.69
 76,E85,2021,9,0.7
+76,E85,2022,1,0.76
+76,E85,2022,2,0.8
+76,E85,2022,3,0.92
+76,E85,2022,4,0.8
+76,E85,2022,5,0.81
+76,E85,2022,6,0.87
+76,E85,2022,7,0.9
+76,E85,2022,8,0.86
+76,E85,2022,9,0.71
+76,E85,2022,10,0.76
+76,E85,2022,11,0.87
+76,E85,2022,12,0.9
+76,E85,2023,1,1.12
+76,E85,2023,3,1.16
+76,E85,2023,4,1.16
+76,E85,2023,6,1.12
+76,E85,2023,7,1.07
+76,E85,2023,9,1.07
+76,E85,2023,2,1.15
+76,E85,2023,5,1.14
+76,E85,2023,8,1.07
+76,E85,2023,10,1.06
+76,E85,2023,11,1.06
+76,E85,2023,12,1.06
 28,Gazole,2016,1,1.03
 28,Gazole,2016,2,1.03
 28,Gazole,2016,3,1.07
@@ -25091,6 +29183,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 28,Gazole,2021,10,1.55
 28,Gazole,2021,11,1.56
 28,Gazole,2021,12,1.53
+28,Gazole,2022,1,1.63
+28,Gazole,2022,2,1.71
+28,Gazole,2022,3,2.04
+28,Gazole,2022,4,1.86
+28,Gazole,2022,5,1.88
+28,Gazole,2022,6,2.09
+28,Gazole,2022,7,1.99
+28,Gazole,2022,8,1.88
+28,Gazole,2022,9,1.74
+28,Gazole,2022,10,1.87
+28,Gazole,2022,11,1.88
+28,Gazole,2022,12,1.78
+28,Gazole,2023,1,1.92
+28,Gazole,2023,2,1.85
+28,Gazole,2023,3,1.83
+28,Gazole,2023,4,1.79
+28,Gazole,2023,5,1.68
+28,Gazole,2023,6,1.69
+28,Gazole,2023,7,1.71
+28,Gazole,2023,8,1.85
+28,Gazole,2023,9,1.92
+28,Gazole,2023,10,1.94
+28,Gazole,2023,11,1.94
+28,Gazole,2023,12,1.94
 28,GPLc,2016,1,0.74
 28,GPLc,2016,2,0.74
 28,GPLc,2016,3,0.74
@@ -25163,6 +29279,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 28,GPLc,2021,10,0.89
 28,GPLc,2021,11,0.89
 28,GPLc,2021,12,0.91
+28,GPLc,2022,1,0.92
+28,GPLc,2022,2,0.93
+28,GPLc,2022,3,0.96
+28,GPLc,2022,4,0.85
+28,GPLc,2022,5,0.85
+28,GPLc,2022,6,0.85
+28,GPLc,2022,7,0.86
+28,GPLc,2022,8,0.85
+28,GPLc,2022,9,0.77
+28,GPLc,2022,10,0.78
+28,GPLc,2022,11,0.85
+28,GPLc,2022,12,0.92
+28,GPLc,2023,1,0.98
+28,GPLc,2023,2,0.99
+28,GPLc,2023,3,0.98
+28,GPLc,2023,4,0.98
+28,GPLc,2023,5,0.99
+28,GPLc,2023,6,0.99
+28,GPLc,2023,7,0.98
+28,GPLc,2023,8,0.99
+28,GPLc,2023,9,0.99
+28,GPLc,2023,10,0.99
+28,GPLc,2023,11,0.99
+28,GPLc,2023,12,0.99
 28,E10,2016,1,1.26
 28,E10,2016,2,1.23
 28,E10,2016,3,1.25
@@ -25235,6 +29375,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 28,E10,2021,10,1.63
 28,E10,2021,11,1.64
 28,E10,2021,12,1.6
+28,E10,2022,1,1.69
+28,E10,2022,2,1.76
+28,E10,2022,3,1.94
+28,E10,2022,4,1.75
+28,E10,2022,5,1.9
+28,E10,2022,6,2.11
+28,E10,2022,7,1.95
+28,E10,2022,8,1.78
+28,E10,2022,9,1.53
+28,E10,2022,10,1.63
+28,E10,2022,11,1.67
+28,E10,2022,12,1.64
+28,E10,2023,1,1.87
+28,E10,2023,2,1.89
+28,E10,2023,3,1.89
+28,E10,2023,4,1.92
+28,E10,2023,5,1.84
+28,E10,2023,6,1.84
+28,E10,2023,7,1.82
+28,E10,2023,8,1.92
+28,E10,2023,9,1.94
+28,E10,2023,10,1.91
+28,E10,2023,11,1.91
+28,E10,2023,12,1.91
 28,SP98,2016,1,1.33
 28,SP98,2016,2,1.3
 28,SP98,2016,3,1.32
@@ -25307,6 +29471,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 28,SP98,2021,10,1.71
 28,SP98,2021,11,1.73
 28,SP98,2021,12,1.69
+28,SP98,2022,1,1.77
+28,SP98,2022,2,1.84
+28,SP98,2022,3,2.04
+28,SP98,2022,4,1.86
+28,SP98,2022,5,1.99
+28,SP98,2022,6,2.21
+28,SP98,2022,7,2.07
+28,SP98,2022,8,1.89
+28,SP98,2022,9,1.65
+28,SP98,2022,10,1.74
+28,SP98,2022,11,1.78
+28,SP98,2022,12,1.75
+28,SP98,2023,1,1.95
+28,SP98,2023,2,1.97
+28,SP98,2023,3,1.98
+28,SP98,2023,4,1.99
+28,SP98,2023,5,1.92
+28,SP98,2023,6,1.92
+28,SP98,2023,7,1.9
+28,SP98,2023,8,1.98
+28,SP98,2023,9,2.0
+28,SP98,2023,10,1.98
+28,SP98,2023,11,1.98
+28,SP98,2023,12,1.98
 28,SP95,2016,1,1.28
 28,SP95,2016,2,1.26
 28,SP95,2016,3,1.27
@@ -25379,6 +29567,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 28,SP95,2021,10,1.65
 28,SP95,2021,11,1.68
 28,SP95,2021,12,1.64
+28,SP95,2022,9,1.65
+28,SP95,2022,1,1.72
+28,SP95,2022,2,1.8
+28,SP95,2022,3,2.01
+28,SP95,2022,4,1.83
+28,SP95,2022,5,1.93
+28,SP95,2022,6,2.14
+28,SP95,2022,7,2.02
+28,SP95,2022,8,1.86
+28,SP95,2022,10,1.73
+28,SP95,2022,11,1.75
+28,SP95,2022,12,1.72
+28,SP95,2023,1,1.9
+28,SP95,2023,2,1.93
+28,SP95,2023,3,1.93
+28,SP95,2023,4,1.96
+28,SP95,2023,5,1.88
+28,SP95,2023,6,1.88
+28,SP95,2023,7,1.86
+28,SP95,2023,8,1.94
+28,SP95,2023,9,1.96
+28,SP95,2023,10,1.94
+28,SP95,2023,11,1.94
+28,SP95,2023,12,1.94
 28,E85,2016,3,0.73
 28,E85,2016,5,0.81
 28,E85,2016,6,0.82
@@ -25451,6 +29663,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 28,E85,2021,5,0.66
 28,E85,2021,7,0.66
 28,E85,2021,9,0.66
+28,E85,2022,1,0.75
+28,E85,2022,3,0.89
+28,E85,2022,5,0.78
+28,E85,2022,6,0.86
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+28,E85,2022,9,0.71
+28,E85,2022,10,0.79
+28,E85,2022,11,0.89
+28,E85,2022,12,0.91
+28,E85,2022,2,0.76
+28,E85,2022,4,0.76
+28,E85,2023,1,1.09
+28,E85,2023,2,1.12
+28,E85,2023,3,1.13
+28,E85,2023,4,1.13
+28,E85,2023,5,1.12
+28,E85,2023,7,1.04
+28,E85,2023,8,1.05
+28,E85,2023,9,1.04
+28,E85,2023,6,1.08
+28,E85,2023,10,1.04
+28,E85,2023,11,1.04
+28,E85,2023,12,1.04
 75,Gazole,2016,1,1.03
 75,Gazole,2016,2,1.03
 75,Gazole,2016,3,1.07
@@ -25523,6 +29759,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 75,Gazole,2021,10,1.55
 75,Gazole,2021,11,1.57
 75,Gazole,2021,12,1.54
+75,Gazole,2022,1,1.63
+75,Gazole,2022,2,1.72
+75,Gazole,2022,3,2.04
+75,Gazole,2022,4,1.86
+75,Gazole,2022,5,1.89
+75,Gazole,2022,6,2.09
+75,Gazole,2022,7,2.0
+75,Gazole,2022,8,1.88
+75,Gazole,2022,9,1.74
+75,Gazole,2022,10,1.87
+75,Gazole,2022,11,1.88
+75,Gazole,2022,12,1.78
+75,Gazole,2023,1,1.92
+75,Gazole,2023,2,1.85
+75,Gazole,2023,3,1.83
+75,Gazole,2023,4,1.79
+75,Gazole,2023,5,1.68
+75,Gazole,2023,6,1.69
+75,Gazole,2023,7,1.71
+75,Gazole,2023,8,1.85
+75,Gazole,2023,9,1.92
+75,Gazole,2023,10,1.94
+75,Gazole,2023,11,1.94
+75,Gazole,2023,12,1.94
 75,SP95,2016,1,1.29
 75,SP95,2016,2,1.27
 75,SP95,2016,3,1.28
@@ -25595,6 +29855,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 75,SP95,2021,10,1.66
 75,SP95,2021,11,1.68
 75,SP95,2021,12,1.64
+75,SP95,2022,1,1.72
+75,SP95,2022,2,1.81
+75,SP95,2022,3,2.01
+75,SP95,2022,4,1.83
+75,SP95,2022,5,1.94
+75,SP95,2022,6,2.14
+75,SP95,2022,7,2.02
+75,SP95,2022,8,1.86
+75,SP95,2022,9,1.64
+75,SP95,2022,10,1.72
+75,SP95,2022,11,1.74
+75,SP95,2022,12,1.71
+75,SP95,2023,1,1.9
+75,SP95,2023,2,1.93
+75,SP95,2023,3,1.93
+75,SP95,2023,4,1.95
+75,SP95,2023,5,1.89
+75,SP95,2023,6,1.89
+75,SP95,2023,7,1.86
+75,SP95,2023,8,1.94
+75,SP95,2023,9,1.96
+75,SP95,2023,10,1.94
+75,SP95,2023,11,1.94
+75,SP95,2023,12,1.94
 75,E85,2016,1,0.68
 75,E85,2016,3,0.71
 75,E85,2016,7,0.81
@@ -25667,6 +29951,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 75,E85,2021,10,0.7
 75,E85,2021,11,0.71
 75,E85,2021,12,0.71
+75,E85,2022,1,0.75
+75,E85,2022,2,0.78
+75,E85,2022,3,0.91
+75,E85,2022,4,0.78
+75,E85,2022,5,0.79
+75,E85,2022,6,0.87
+75,E85,2022,7,0.86
+75,E85,2022,8,0.82
+75,E85,2022,9,0.7
+75,E85,2022,10,0.78
+75,E85,2022,11,0.88
+75,E85,2022,12,0.89
+75,E85,2023,1,1.1
+75,E85,2023,2,1.13
+75,E85,2023,3,1.13
+75,E85,2023,4,1.12
+75,E85,2023,5,1.12
+75,E85,2023,6,1.08
+75,E85,2023,7,1.03
+75,E85,2023,8,1.04
+75,E85,2023,9,1.04
+75,E85,2023,10,1.03
+75,E85,2023,11,1.03
+75,E85,2023,12,1.03
 75,SP98,2016,1,1.33
 75,SP98,2016,2,1.3
 75,SP98,2016,3,1.32
@@ -25739,6 +30047,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 75,SP98,2021,10,1.71
 75,SP98,2021,11,1.74
 75,SP98,2021,12,1.7
+75,SP98,2022,1,1.77
+75,SP98,2022,2,1.85
+75,SP98,2022,3,2.05
+75,SP98,2022,4,1.87
+75,SP98,2022,5,1.99
+75,SP98,2022,6,2.21
+75,SP98,2022,7,2.07
+75,SP98,2022,8,1.89
+75,SP98,2022,9,1.65
+75,SP98,2022,10,1.75
+75,SP98,2022,11,1.78
+75,SP98,2022,12,1.75
+75,SP98,2023,1,1.94
+75,SP98,2023,2,1.97
+75,SP98,2023,3,1.97
+75,SP98,2023,4,1.99
+75,SP98,2023,5,1.92
+75,SP98,2023,6,1.92
+75,SP98,2023,7,1.9
+75,SP98,2023,8,1.98
+75,SP98,2023,9,2.0
+75,SP98,2023,10,1.98
+75,SP98,2023,11,1.98
+75,SP98,2023,12,1.98
 75,E10,2016,1,1.25
 75,E10,2016,2,1.22
 75,E10,2016,3,1.24
@@ -25811,6 +30143,30 @@ region,carburant,annee,mois,prix_moyen_by_litre
 75,E10,2021,10,1.63
 75,E10,2021,11,1.65
 75,E10,2021,12,1.6
+75,E10,2022,1,1.69
+75,E10,2022,2,1.76
+75,E10,2022,3,1.96
+75,E10,2022,4,1.76
+75,E10,2022,5,1.9
+75,E10,2022,6,2.1
+75,E10,2022,7,1.95
+75,E10,2022,8,1.79
+75,E10,2022,9,1.54
+75,E10,2022,10,1.65
+75,E10,2022,11,1.68
+75,E10,2022,12,1.65
+75,E10,2023,1,1.86
+75,E10,2023,2,1.88
+75,E10,2023,3,1.88
+75,E10,2023,4,1.91
+75,E10,2023,5,1.84
+75,E10,2023,6,1.84
+75,E10,2023,7,1.82
+75,E10,2023,8,1.91
+75,E10,2023,9,1.93
+75,E10,2023,10,1.9
+75,E10,2023,11,1.9
+75,E10,2023,12,1.9
 75,GPLc,2016,1,0.72
 75,GPLc,2016,4,0.71
 75,GPLc,2016,5,0.71
@@ -25883,3 +30239,27 @@ region,carburant,annee,mois,prix_moyen_by_litre
 75,GPLc,2021,4,0.86
 75,GPLc,2021,6,0.86
 75,GPLc,2021,9,0.88
+75,GPLc,2022,1,0.93
+75,GPLc,2022,3,0.96
+75,GPLc,2022,4,0.85
+75,GPLc,2022,5,0.86
+75,GPLc,2022,6,0.85
+75,GPLc,2022,8,0.86
+75,GPLc,2022,10,0.76
+75,GPLc,2022,11,0.83
+75,GPLc,2022,2,0.93
+75,GPLc,2022,9,0.78
+75,GPLc,2022,12,0.91
+75,GPLc,2022,7,0.86
+75,GPLc,2023,1,0.99
+75,GPLc,2023,3,1.0
+75,GPLc,2023,9,1.0
+75,GPLc,2023,2,1.0
+75,GPLc,2023,4,1.01
+75,GPLc,2023,7,0.99
+75,GPLc,2023,8,1.0
+75,GPLc,2023,6,1.0
+75,GPLc,2023,5,1.01
+75,GPLc,2023,10,0.99
+75,GPLc,2023,11,0.99
+75,GPLc,2023,12,0.99
diff --git a/notebook_gouv/prix_par_carburant_annee.csv b/notebook_gouv/prix_par_carburant_annee.csv
index 39ab26497e55160c51c7eb1d0acfa26035fd696f..c38f8b82d4f5dbb5bef0c50d6a3de66311d4f64a 100644
--- a/notebook_gouv/prix_par_carburant_annee.csv
+++ b/notebook_gouv/prix_par_carburant_annee.csv
@@ -12,6 +12,8 @@ E10,2018,1.508
 E10,2019,1.506
 E10,2020,1.369
 E10,2021,1.547
+E10,2022,1.79
+E10,2023,1.899
 E85,2007,0.822
 E85,2008,0.858
 E85,2009,0.954
@@ -27,6 +29,8 @@ E85,2018,0.772
 E85,2019,0.765
 E85,2020,0.711
 E85,2021,0.745
+E85,2022,0.914
+E85,2023,1.15
 GPLc,2007,0.733
 GPLc,2008,0.757
 GPLc,2009,0.666
@@ -42,6 +46,8 @@ GPLc,2018,0.856
 GPLc,2019,0.885
 GPLc,2020,0.882
 GPLc,2021,0.892
+GPLc,2022,0.892
+GPLc,2023,1.027
 Gazole,2007,1.101
 Gazole,2008,1.281
 Gazole,2009,1.013
@@ -57,6 +63,8 @@ Gazole,2018,1.46
 Gazole,2019,1.464
 Gazole,2020,1.29
 Gazole,2021,1.456
+Gazole,2022,1.876
+Gazole,2023,1.855
 SP95,2007,1.295
 SP95,2008,1.378
 SP95,2009,1.227
@@ -72,6 +80,8 @@ SP95,2018,1.535
 SP95,2019,1.535
 SP95,2020,1.392
 SP95,2021,1.577
+SP95,2022,1.845
+SP95,2023,1.93
 SP98,2013,1.595
 SP98,2014,1.56
 SP98,2015,1.419
@@ -81,3 +91,5 @@ SP98,2018,1.579
 SP98,2019,1.582
 SP98,2020,1.436
 SP98,2021,1.621
+SP98,2022,1.856
+SP98,2023,1.972
diff --git a/notebook_gouv/prix_par_carburant_annee_hectolitre.csv b/notebook_gouv/prix_par_carburant_annee_hectolitre.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1cb761027006ad0d0b129838f6ece266211c246f
--- /dev/null
+++ b/notebook_gouv/prix_par_carburant_annee_hectolitre.csv
@@ -0,0 +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
+E85,2008,85.82
+E85,2009,95.36
+E85,2010,110.73
+E85,2011,90.32
+E85,2012,92.09
+E85,2013,93.14
+E85,2014,88.33
+E85,2015,91.36
+E85,2016,83.08
+E85,2017,73.15
+E85,2018,77.23
+E85,2019,76.46
+E85,2020,71.08
+E85,2021,74.54
+E85,2022,91.38
+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
diff --git a/notebook_gouv/prix_par_carburant_mois.csv b/notebook_gouv/prix_par_carburant_mois.csv
index 452af2e687334e664c7aea0c1b40a89c8ef9d65b..8992bffdbc156b5f739ad7949fdcd06c0294ec8f 100644
--- a/notebook_gouv/prix_par_carburant_mois.csv
+++ b/notebook_gouv/prix_par_carburant_mois.csv
@@ -155,6 +155,30 @@ E10,2021,9,1.577
 E10,2021,10,1.632
 E10,2021,11,1.652
 E10,2021,12,1.618
+E10,2022,1,1.705
+E10,2022,2,1.781
+E10,2022,3,1.958
+E10,2022,4,1.768
+E10,2022,5,1.899
+E10,2022,6,2.091
+E10,2022,7,1.965
+E10,2022,8,1.794
+E10,2022,9,1.554
+E10,2022,10,1.624
+E10,2022,11,1.682
+E10,2022,12,1.668
+E10,2023,1,1.872
+E10,2023,2,1.896
+E10,2023,3,1.901
+E10,2023,4,1.925
+E10,2023,5,1.855
+E10,2023,6,1.859
+E10,2023,7,1.846
+E10,2023,8,1.927
+E10,2023,9,1.948
+E10,2023,10,1.92
+E10,2023,11,1.92
+E10,2023,12,1.92
 E85,2007,1,0.79
 E85,2007,2,0.79
 E85,2007,3,0.792
@@ -335,6 +359,30 @@ E85,2021,9,0.742
 E85,2021,10,0.754
 E85,2021,11,0.765
 E85,2021,12,0.768
+E85,2022,1,0.754
+E85,2022,2,0.778
+E85,2022,3,0.989
+E85,2022,4,0.872
+E85,2022,5,0.886
+E85,2022,6,0.95
+E85,2022,7,0.962
+E85,2022,8,0.928
+E85,2022,9,0.806
+E85,2022,10,0.866
+E85,2022,11,0.968
+E85,2022,12,0.988
+E85,2023,1,1.17
+E85,2023,2,1.191
+E85,2023,3,1.197
+E85,2023,4,1.194
+E85,2023,5,1.188
+E85,2023,6,1.162
+E85,2023,7,1.119
+E85,2023,8,1.125
+E85,2023,9,1.121
+E85,2023,10,1.113
+E85,2023,11,1.113
+E85,2023,12,1.113
 GPLc,2007,1,
 GPLc,2007,2,
 GPLc,2007,3,
@@ -515,6 +563,30 @@ GPLc,2021,9,0.895
 GPLc,2021,10,0.905
 GPLc,2021,11,0.914
 GPLc,2021,12,0.924
+GPLc,2022,1,0.935
+GPLc,2022,2,0.941
+GPLc,2022,3,0.973
+GPLc,2022,4,0.873
+GPLc,2022,5,0.88
+GPLc,2022,6,0.884
+GPLc,2022,7,0.895
+GPLc,2022,8,0.895
+GPLc,2022,9,0.818
+GPLc,2022,10,0.814
+GPLc,2022,11,0.87
+GPLc,2022,12,0.936
+GPLc,2023,1,1.008
+GPLc,2023,2,1.016
+GPLc,2023,3,1.023
+GPLc,2023,4,1.032
+GPLc,2023,5,1.034
+GPLc,2023,6,1.03
+GPLc,2023,7,1.029
+GPLc,2023,8,1.032
+GPLc,2023,9,1.032
+GPLc,2023,10,1.03
+GPLc,2023,11,1.03
+GPLc,2023,12,1.03
 Gazole,2007,1,1.024
 Gazole,2007,2,1.03
 Gazole,2007,3,1.047
@@ -695,6 +767,30 @@ Gazole,2021,9,1.478
 Gazole,2021,10,1.567
 Gazole,2021,11,1.585
 Gazole,2021,12,1.556
+Gazole,2022,1,1.645
+Gazole,2022,2,1.728
+Gazole,2022,3,2.042
+Gazole,2022,4,1.873
+Gazole,2022,5,1.906
+Gazole,2022,6,2.098
+Gazole,2022,7,2.01
+Gazole,2022,8,1.898
+Gazole,2022,9,1.745
+Gazole,2022,10,1.872
+Gazole,2022,11,1.88
+Gazole,2022,12,1.792
+Gazole,2023,1,1.935
+Gazole,2023,2,1.868
+Gazole,2023,3,1.853
+Gazole,2023,4,1.811
+Gazole,2023,5,1.701
+Gazole,2023,6,1.71
+Gazole,2023,7,1.732
+Gazole,2023,8,1.864
+Gazole,2023,9,1.931
+Gazole,2023,10,1.95
+Gazole,2023,11,1.95
+Gazole,2023,12,1.95
 SP95,2007,1,1.188
 SP95,2007,2,1.199
 SP95,2007,3,1.248
@@ -875,6 +971,30 @@ SP95,2021,9,1.608
 SP95,2021,10,1.664
 SP95,2021,11,1.687
 SP95,2021,12,1.656
+SP95,2022,1,1.73
+SP95,2022,2,1.812
+SP95,2022,3,2.012
+SP95,2022,4,1.836
+SP95,2022,5,1.935
+SP95,2022,6,2.127
+SP95,2022,7,2.024
+SP95,2022,8,1.855
+SP95,2022,9,1.627
+SP95,2022,10,1.711
+SP95,2022,11,1.755
+SP95,2022,12,1.725
+SP95,2023,1,1.898
+SP95,2023,2,1.933
+SP95,2023,3,1.935
+SP95,2023,4,1.959
+SP95,2023,5,1.893
+SP95,2023,6,1.895
+SP95,2023,7,1.88
+SP95,2023,8,1.947
+SP95,2023,9,1.97
+SP95,2023,10,1.952
+SP95,2023,11,1.952
+SP95,2023,12,1.952
 SP98,2013,1,
 SP98,2013,2,
 SP98,2013,3,
@@ -983,3 +1103,27 @@ SP98,2021,9,1.653
 SP98,2021,10,1.712
 SP98,2021,11,1.734
 SP98,2021,12,1.702
+SP98,2022,1,1.779
+SP98,2022,2,1.856
+SP98,2022,3,2.056
+SP98,2022,4,1.869
+SP98,2022,5,1.992
+SP98,2022,6,2.189
+SP98,2022,7,2.066
+SP98,2022,8,1.885
+SP98,2022,9,1.637
+SP98,2022,10,1.718
+SP98,2022,11,1.772
+SP98,2022,12,1.743
+SP98,2023,1,1.954
+SP98,2023,2,1.978
+SP98,2023,3,1.983
+SP98,2023,4,2.0
+SP98,2023,5,1.934
+SP98,2023,6,1.935
+SP98,2023,7,1.922
+SP98,2023,8,1.99
+SP98,2023,9,2.011
+SP98,2023,10,1.991
+SP98,2023,11,1.991
+SP98,2023,12,1.991