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BDC-team-1/Identification_entreprise.ipynb

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identification_entreprise_type_event
2024-02-20 02:03:23 +01:00
{
"cells": [
{
"cell_type": "code",
"execution_count": 56,
"id": "482d19ab-5dd1-4e75-b2c1-df734ce5ee66",
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import numpy as np"
]
},
{
"cell_type": "code",
"execution_count": 57,
"id": "b1b5a536-b76c-427b-ab6b-f0235c84f5ad",
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"import s3fs\n",
"# Create filesystem object\n",
"S3_ENDPOINT_URL = \"https://\" + os.environ[\"AWS_S3_ENDPOINT\"]\n",
"fs = s3fs.S3FileSystem(client_kwargs={'endpoint_url': S3_ENDPOINT_URL})\n"
]
},
{
"cell_type": "code",
"execution_count": 60,
"id": "0469164d-5770-443e-8cf4-d4f1ebd1b853",
"metadata": {},
"outputs": [],
"source": [
"entreprise_base=['bdc2324-data/1', 'bdc2324-data/2', 'bdc2324-data/3', 'bdc2324-data/4', 'bdc2324-data/5', 'bdc2324-data/6', 'bdc2324-data/7', 'bdc2324-data/8','bdc2324-data/9','bdc2324-data/10','bdc2324-data/11','bdc2324-data/12','bdc2324-data/13','bdc2324-data/14','bdc2324-data/101']"
]
},
{
"cell_type": "code",
"execution_count": 177,
"id": "55fbbad2-537e-4098-9a2d-d3850fab7332",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['bdc2324-data/11/11campaign_stats.csv',\n",
" 'bdc2324-data/11/11campaigns.csv',\n",
" 'bdc2324-data/11/11categories.csv',\n",
" 'bdc2324-data/11/11countries.csv',\n",
" 'bdc2324-data/11/11currencies.csv',\n",
" 'bdc2324-data/11/11customer_target_mappings.csv',\n",
" 'bdc2324-data/11/11customersplus.csv',\n",
" 'bdc2324-data/11/11event_types.csv',\n",
" 'bdc2324-data/11/11events.csv',\n",
" 'bdc2324-data/11/11facilities.csv',\n",
" 'bdc2324-data/11/11link_stats.csv',\n",
" 'bdc2324-data/11/11pricing_formulas.csv',\n",
" 'bdc2324-data/11/11product_packs.csv',\n",
" 'bdc2324-data/11/11products.csv',\n",
" 'bdc2324-data/11/11products_groups.csv',\n",
" 'bdc2324-data/11/11purchases.csv',\n",
" 'bdc2324-data/11/11representation_category_capacities.csv',\n",
" 'bdc2324-data/11/11representations.csv',\n",
" 'bdc2324-data/11/11seasons.csv',\n",
" 'bdc2324-data/11/11structure_tag_mappings.csv',\n",
" 'bdc2324-data/11/11suppliers.csv',\n",
" 'bdc2324-data/11/11tags.csv',\n",
" 'bdc2324-data/11/11target_types.csv',\n",
" 'bdc2324-data/11/11targets.csv',\n",
" 'bdc2324-data/11/11tickets.csv']"
]
},
"execution_count": 177,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"BUCKET = \"bdc2324-data/11\"\n",
"fs.ls(BUCKET)"
]
},
{
"cell_type": "code",
"execution_count": 281,
"id": "0b76f171-9ae1-4900-a23e-ec4dd57d461a",
"metadata": {},
"outputs": [],
"source": [
"pd.reset_option('display.max_rows')\n"
]
},
{
"cell_type": "code",
"execution_count": 290,
"id": "85357844-15f6-4098-9032-18310305c332",
"metadata": {},
"outputs": [],
"source": [
"entreprise = 'bdc2324-data/2/2' + 'events' + '.csv'\n",
"with fs.open(entreprise, mode=\"rb\") as file_in:\n",
" df_event= pd.read_csv(file_in, sep=\",\")"
]
},
{
"cell_type": "code",
"execution_count": 291,
"id": "e6117d69-9916-4a81-88aa-0340c6af13e1",
"metadata": {},
"outputs": [
{
"data": {
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" <td>1</td>\n",
" <td>2</td>\n",
" <td>truffes zauber</td>\n",
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" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>choco-welt – die öffentliche führung</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
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" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>schokoladentour – familien</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
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" <td>1</td>\n",
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" <td>1</td>\n",
" <td>2</td>\n",
" <td>ausfahrtsticket</td>\n",
" <td>1</td>\n",
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" <td>True</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
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" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>choco-welt – gruppenführung</td>\n",
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" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>schokoladentour – einzelticket</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
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" <td>7</td>\n",
" <td>2023-10-13 13:02:09.513141+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>choco-deluxe – die öffentliche führung</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
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" <td>451</td>\n",
" <td>2023-10-13 15:49:57.226957+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>weihnachts-special</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>e48ae983e2654f7dd1055f0ed25b4155</td>\n",
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" <td>6</td>\n",
" <td>2023-10-13 13:02:09.512552+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>gutschein schokoladentour</td>\n",
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" <td>4</td>\n",
" <td>2023-10-13 13:02:09.511362+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>choco-deluxe – die öffentliche führung (de)</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>98e165773ac25e1ef8ef84ccc8c45eb4</td>\n",
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" <td>5</td>\n",
" <td>2023-10-13 13:02:09.511954+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>„kreativ mit allen sinnen\"</td>\n",
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" <td>False</td>\n",
" <td>True</td>\n",
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" <td>453</td>\n",
" <td>2023-10-13 15:49:57.238792+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>privater chocolateria workshop</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
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" <td>759</td>\n",
" <td>2023-10-31 03:20:00.509720+01:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>choco-schule i – die führung für primarschulkl...</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>582a63d22864911766d8e019c277d1b3</td>\n",
" </tr>\n",
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" <td>24</td>\n",
" <td>2023-10-13 13:02:09.521575+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>choco-welt – die gruppenführung</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>9fa748c7defa0d4f6976faa875d8c394</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>21</td>\n",
" <td>2023-10-13 13:02:09.520019+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>chocolateria</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>169b7c348566ccfd0e6ccdeeb6ac5f5a</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>40</td>\n",
" <td>2023-10-13 13:07:51.131049+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>verlängerungspauschale führungen</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>d22a3ae3c0712be5dfe9858b97a22034</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>2</td>\n",
" <td>2023-10-13 13:02:09.509959+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>choco-deluxe – die öffentliche führung (en)</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>84d0ef8ed664798bfa6a0d297f45bf2d</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>22</td>\n",
" <td>2023-10-13 13:02:09.520492+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>weihnacht-special</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>634f074cc18efa0e0ce88bdec14f248e</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>20</td>\n",
" <td>2023-10-13 13:02:09.519518+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>gutschein gruppentarife</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>f005c784b0a8db8244177e61e774a9b6</td>\n",
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" <th>24</th>\n",
" <td>13</td>\n",
" <td>2023-10-13 13:02:09.516105+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>choco-deluxe – die exklusive gruppenführung</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>acb6ff9ac2bac1c55043bcb67a72a3a0</td>\n",
" </tr>\n",
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" <th>25</th>\n",
" <td>103</td>\n",
" <td>2023-10-13 13:24:59.980586+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>choco-schule l – die führung für primarschulkl...</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>7b44ae19449523c65c1140c8aa4db924</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>81</td>\n",
" <td>2023-10-13 13:19:30.509755+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>jumper-deluxe (de) – die weihnachtliche führung</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>274024d1c45dc56a82612f8c71e727de</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>221</td>\n",
" <td>2023-10-13 13:52:42.848999+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>jumper-deluxe (en) – the christmas guided tour</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>576951a8841585f9bb3a6e4b72289f95</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>23</td>\n",
" <td>2023-10-13 13:02:09.521089+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>choco-deluxe – die exklusive gruppenführung</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>cc601355e3b07a57631806317f239000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>126</td>\n",
" <td>2023-10-13 13:30:21.301532+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>choco-schule railaway 10%</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>ac0a1b09039cd2f078f2d09404f6c981</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td>82</td>\n",
" <td>2023-10-13 13:19:30.511942+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>gutschein saisonkurs</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>8f86ea0275633432963ebdceae17ce7c</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31</th>\n",
" <td>16</td>\n",
" <td>2023-10-13 13:02:09.517575+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>choco-welt – die öffentliche führung</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>944fc565655297b2e67c4ae00f020074</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32</th>\n",
" <td>25</td>\n",
" <td>2023-10-13 13:02:09.522012+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>weihnacht-special</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>68c8841c32b53e7ab121a070043ec1c3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>33</th>\n",
" <td>19</td>\n",
" <td>2023-10-13 13:02:09.519025+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>choco-schule – die führung für schulklassen</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>63615b4e41ea135189db55a27c55e481</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34</th>\n",
" <td>8</td>\n",
" <td>2023-10-13 13:02:09.513651+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>schokoladentour – gruppenticket</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>f227b307bebc96449506e7e344c80e80</td>\n",
" </tr>\n",
" <tr>\n",
" <th>35</th>\n",
" <td>106</td>\n",
" <td>2023-10-13 13:24:59.981928+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>valentinstags-special</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>c3ff8a48ad090434023c8b84b556babe</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>132</td>\n",
" <td>2023-10-13 13:30:21.303904+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>muttertags-special</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>cb7fd9470daa045117b40a6189e9267f</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37</th>\n",
" <td>108</td>\n",
" <td>2023-10-13 13:24:59.982672+02:00</td>\n",
" <td>2023-11-03 10:17:04.761407+01:00</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>osterkurs</td>\n",
" <td>1</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>225f5c434a1a05e093ee996b02c774f3</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" id created_at updated_at \\\n",
"0 15 2023-10-13 13:02:09.517079+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"1 11 2023-10-13 13:02:09.515135+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"2 12 2023-10-13 13:02:09.515619+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"3 14 2023-10-13 13:02:09.516604+02:00 2023-11-03 10:17:05.663186+01:00 \n",
"4 10 2023-10-13 13:02:09.514640+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"5 18 2023-10-13 13:02:09.518522+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"6 17 2023-10-13 13:02:09.518037+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"7 41 2023-10-13 13:07:51.131668+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"8 3 2023-10-13 13:02:09.510741+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"9 1 2023-10-13 13:02:09.443323+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"10 9 2023-10-13 13:02:09.514157+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"11 7 2023-10-13 13:02:09.513141+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"12 451 2023-10-13 15:49:57.226957+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"13 6 2023-10-13 13:02:09.512552+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"14 4 2023-10-13 13:02:09.511362+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"15 5 2023-10-13 13:02:09.511954+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"16 453 2023-10-13 15:49:57.238792+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"17 759 2023-10-31 03:20:00.509720+01:00 2023-11-03 10:17:04.761407+01:00 \n",
"18 24 2023-10-13 13:02:09.521575+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"19 21 2023-10-13 13:02:09.520019+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"20 40 2023-10-13 13:07:51.131049+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"21 2 2023-10-13 13:02:09.509959+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"22 22 2023-10-13 13:02:09.520492+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"23 20 2023-10-13 13:02:09.519518+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"24 13 2023-10-13 13:02:09.516105+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"25 103 2023-10-13 13:24:59.980586+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"26 81 2023-10-13 13:19:30.509755+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"27 221 2023-10-13 13:52:42.848999+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"28 23 2023-10-13 13:02:09.521089+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"29 126 2023-10-13 13:30:21.301532+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"30 82 2023-10-13 13:19:30.511942+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"31 16 2023-10-13 13:02:09.517575+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"32 25 2023-10-13 13:02:09.522012+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"33 19 2023-10-13 13:02:09.519025+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"34 8 2023-10-13 13:02:09.513651+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"35 106 2023-10-13 13:24:59.981928+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"36 132 2023-10-13 13:30:21.303904+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"37 108 2023-10-13 13:24:59.982672+02:00 2023-11-03 10:17:04.761407+01:00 \n",
"\n",
" season_id facility_id name \\\n",
"0 1 2 „kreativ mit allen sinnen\" \n",
"1 1 1 truffes zauber \n",
"2 1 1 choco-schule li – die führung für oberstufen &... \n",
"3 1 1 „formen & veredeln\" \n",
"4 1 2 truffes zauber \n",
"5 1 1 choco-welt – die öffentliche führung \n",
"6 1 1 schokoladentour – familien \n",
"7 1 2 ausfahrtsticket \n",
"8 1 1 choco-welt – gruppenführung \n",
"9 1 1 schokoladentour – einzelticket \n",
"10 1 1 „formen & veredeln\" \n",
"11 1 2 choco-deluxe – die öffentliche führung \n",
"12 1 1 weihnachts-special \n",
"13 1 2 gutschein schokoladentour \n",
"14 1 1 choco-deluxe – die öffentliche führung (de) \n",
"15 1 1 „kreativ mit allen sinnen\" \n",
"16 1 1 privater chocolateria workshop \n",
"17 1 1 choco-schule i – die führung für primarschulkl... \n",
"18 1 2 choco-welt – die gruppenführung \n",
"19 1 2 chocolateria \n",
"20 1 2 verlängerungspauschale führungen \n",
"21 1 1 choco-deluxe – die öffentliche führung (en) \n",
"22 1 1 weihnacht-special \n",
"23 1 2 gutschein gruppentarife \n",
"24 1 1 choco-deluxe – die exklusive gruppenführung \n",
"25 1 1 choco-schule l – die führung für primarschulkl... \n",
"26 1 1 jumper-deluxe (de) – die weihnachtliche führung \n",
"27 1 1 jumper-deluxe (en) – the christmas guided tour \n",
"28 1 2 choco-deluxe – die exklusive gruppenführung \n",
"29 1 1 choco-schule railaway 10% \n",
"30 1 2 gutschein saisonkurs \n",
"31 1 2 choco-welt – die öffentliche führung \n",
"32 1 2 weihnacht-special \n",
"33 1 1 choco-schule – die führung für schulklassen \n",
"34 1 1 schokoladentour – gruppenticket \n",
"35 1 1 valentinstags-special \n",
"36 1 1 muttertags-special \n",
"37 1 1 osterkurs \n",
"\n",
" event_type_id manual_added is_display event_type_key_id \\\n",
"0 1 False True 1 \n",
"1 1 False True 1 \n",
"2 1 False True 1 \n",
"3 44 False True 1 \n",
"4 1 False True 1 \n",
"5 1 False True 1 \n",
"6 1 False True 1 \n",
"7 1 False True 1 \n",
"8 1 False True 1 \n",
"9 1 False True 1 \n",
"10 1 False True 1 \n",
"11 1 False True 1 \n",
"12 1 False True 1 \n",
"13 1 False True 1 \n",
"14 1 False True 1 \n",
"15 1 False True 1 \n",
"16 1 False True 1 \n",
"17 1 False True 1 \n",
"18 1 False True 1 \n",
"19 1 False True 1 \n",
"20 1 False True 1 \n",
"21 1 False True 1 \n",
"22 1 False True 1 \n",
"23 1 False True 1 \n",
"24 1 False True 1 \n",
"25 1 False True 1 \n",
"26 1 False True 1 \n",
"27 1 False True 1 \n",
"28 1 False True 1 \n",
"29 1 False True 1 \n",
"30 1 False True 1 \n",
"31 1 False True 1 \n",
"32 1 False True 1 \n",
"33 1 False True 1 \n",
"34 1 False True 1 \n",
"35 1 False True 1 \n",
"36 1 False True 1 \n",
"37 1 False True 1 \n",
"\n",
" facility_key_id identifier \n",
"0 2 08f32b3fd76fcbfcb949502f4a78b052 \n",
"1 1 0eafeafe7396fea2284da359febb069d \n",
"2 1 235c4d3206c90b61f668e0e8051cdf33 \n",
"3 2 ed3d806039d13f9a7999033ef68ebe81 \n",
"4 2 1d4c8761a169128962464ec99ba135f8 \n",
"5 1 e4e2915fd5ba2a5d14fb51d8df063bed \n",
"6 1 5bf172dd5a3bf11f2b346eee5588c97a \n",
"7 2 04fe59a3f6db96a83f6c9734905acb7e \n",
"8 1 8cf7a143170249b3286c2b76b9580f4b \n",
"9 1 34c2ab5c6c6750f78d6e475023db1dcb \n",
"10 1 40d0622668130a47c06aa63742cc1c55 \n",
"11 2 af69a8da972bb9975f78748655a6bdad \n",
"12 1 e48ae983e2654f7dd1055f0ed25b4155 \n",
"13 2 662a3e0d8e88a64afb792d6aecc20395 \n",
"14 1 98e165773ac25e1ef8ef84ccc8c45eb4 \n",
"15 1 8180dfe4fc995269bfac5336c13ec931 \n",
"16 1 7cc2c03196cdc8adfc4102c87f15056e \n",
"17 1 582a63d22864911766d8e019c277d1b3 \n",
"18 2 9fa748c7defa0d4f6976faa875d8c394 \n",
"19 2 169b7c348566ccfd0e6ccdeeb6ac5f5a \n",
"20 2 d22a3ae3c0712be5dfe9858b97a22034 \n",
"21 1 84d0ef8ed664798bfa6a0d297f45bf2d \n",
"22 1 634f074cc18efa0e0ce88bdec14f248e \n",
"23 2 f005c784b0a8db8244177e61e774a9b6 \n",
"24 1 acb6ff9ac2bac1c55043bcb67a72a3a0 \n",
"25 1 7b44ae19449523c65c1140c8aa4db924 \n",
"26 1 274024d1c45dc56a82612f8c71e727de \n",
"27 1 576951a8841585f9bb3a6e4b72289f95 \n",
"28 2 cc601355e3b07a57631806317f239000 \n",
"29 1 ac0a1b09039cd2f078f2d09404f6c981 \n",
"30 2 8f86ea0275633432963ebdceae17ce7c \n",
"31 2 944fc565655297b2e67c4ae00f020074 \n",
"32 2 68c8841c32b53e7ab121a070043ec1c3 \n",
"33 1 63615b4e41ea135189db55a27c55e481 \n",
"34 1 f227b307bebc96449506e7e344c80e80 \n",
"35 1 c3ff8a48ad090434023c8b84b556babe \n",
"36 1 cb7fd9470daa045117b40a6189e9267f \n",
"37 1 225f5c434a1a05e093ee996b02c774f3 "
]
},
"execution_count": 291,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_event"
]
},
{
"cell_type": "code",
"execution_count": 277,
"id": "27ce6b38-505e-461d-985f-aab803be190e",
"metadata": {},
"outputs": [],
"source": [
"entreprise_101 = 'bdc2324-data/101/101' + 'event_types' + '.csv'\n",
"with fs.open(entreprise_101, mode=\"rb\") as file_in:\n",
" df_event_types_101= pd.read_csv(file_in, sep=\",\")"
]
},
{
"cell_type": "code",
"execution_count": 278,
"id": "f3fcdd71-0f5f-42a7-83e5-c0b9613b9e91",
"metadata": {},
"outputs": [],
"source": [
"dfs['df_event_types_101']=df_event_types_101"
]
},
{
"cell_type": "code",
"execution_count": 72,
"id": "eccdaffd-9971-45a9-be39-6d3a95a91b2f",
"metadata": {},
"outputs": [
{
"ename": "IndentationError",
"evalue": "expected an indented block after 'for' statement on line 1 (2015796903.py, line 2)",
"output_type": "error",
"traceback": [
"\u001b[0;36m Cell \u001b[0;32mIn[72], line 2\u001b[0;36m\u001b[0m\n\u001b[0;31m entreprise1 = 'bdc2324-data/i/i' + 'event_types' + '.csv'\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mIndentationError\u001b[0m\u001b[0;31m:\u001b[0m expected an indented block after 'for' statement on line 1\n"
]
}
],
"source": [
"for i in range(14):\n",
"entreprise_i = 'bdc2324-data/i/i' + 'event_types' + '.csv'\n",
"with fs.open(entreprise1, mode=\"rb\") as file_in:\n",
" df_event_types_'i'= pd.read_csv(file_in, sep=\",\")"
]
},
{
"cell_type": "code",
"execution_count": 191,
"id": "18820c35-7da3-4520-b645-1a467104ddc8",
"metadata": {},
"outputs": [],
"source": [
"del dfs"
]
},
{
"cell_type": "code",
"execution_count": 293,
"id": "9b4a932f-cbb7-4057-bf96-b5d2fd7036a4",
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"\n",
"# Création d'un dictionnaire pour stocker les DataFrames events de chaque compagnie\n",
"dfs = {}\n",
"\n",
"for i in range(1, 15): # Assurez-vous que i varie de 1 à 4\n",
" entreprise_i = f'bdc2324-data/{i}/{i}events.csv' # Utilisation de f-strings pour formater la chaîne\n",
" with fs.open(entreprise_i, mode=\"rb\") as file_in: # Utilisation de fsspec.open pour ouvrir le fichier\n",
" df_events_i = pd.read_csv(file_in, sep=\",\") # Lecture du fichier CSV et assignation à un DataFrame\n",
" dfs[f'df_events_{i}'] = df_events_i # Stockage du DataFrame dans le dictionnaire avec une clé appropriée\n"
]
},
{
"cell_type": "code",
"execution_count": 246,
"id": "14ed2fa0-0ec6-4a49-a4d9-183a77326f5d",
"metadata": {},
"outputs": [],
"source": [
"pd.set_option('display.max_rows', 1000)#afficher les ligne maximales"
]
},
{
"cell_type": "code",
"execution_count": 295,
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},
{
"cell_type": "code",
"execution_count": 321,
"id": "e3e46c87-a516-474f-b123-455e345fbb36",
"metadata": {},
"outputs": [],
"source": [
"compagnie_event={\n",
" 'compagnie1':['museum','bdc2324-data/1'],\n",
" 'compagnie2':['museum','bdc2324-data/2'],\n",
" 'compagnie3':['museum','bdc2324-data/3'],\n",
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" 'compagnie10':['spectable/theater','bdc2324-data/10'],\n",
" 'compagnie11':['spectable/theater','bdc2324-data/11'],\n",
" 'compagnie12':['spectable/theater','bdc2324-data/12'],\n",
" 'compagnie13':['spectable/theater','bdc2324-data/13'],\n",
" 'compagnie14':['spectable/theater','bdc2324-data/14'],\n",
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"}\n"
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"cell_type": "code",
"execution_count": 322,
"id": "4c200191-8bfa-44f4-a592-c1393a0e1b0e",
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"outputs": [
{
"data": {
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"execution_count": 322,
"metadata": {},
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"source": [
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{
"cell_type": "code",
"execution_count": 323,
"id": "5a8861b2-b466-4429-8cf8-b5a8b48ee32e",
"metadata": {},
"outputs": [],
"source": [
"compagnie_act = pd.DataFrame(compagnie_event)"
]
},
{
"cell_type": "code",
"execution_count": 324,
"id": "b963844d-8516-41e0-8a7e-f797320338cf",
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"id": "8d7ce22e-d4e8-4cf1-9c04-3bddf50d4381",
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"outputs": [],
"source": [
"nv_index=['type_event','base_compagnie']\n",
"compagnie_act.index=nv_index"
]
},
{
"cell_type": "code",
"execution_count": 326,
"id": "3b4943ad-75ba-45d8-9442-010ebc18a15d",
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" compagnie1 compagnie2 compagnie3 \\\n",
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"\n",
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"\n",
" compagnie7 compagnie8 compagnie9 \\\n",
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"type_event spectable/theater spectable/theater museum \n",
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{
"cell_type": "code",
"execution_count": 327,
"id": "ede8210c-5d79-4159-8132-85afd0950f85",
"metadata": {},
"outputs": [],
"source": [
"compagnie_act.to_csv(r'C:\\Users\\fanta\\OneDrive\\Bureau\\BDC\\compagnie_type_event.csv', index=False)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "771079f3-d346-4a63-a987-354b811f5b41",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "eda1201a-2cc1-45bc-bf67-70f426183757",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.6"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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