Quelques observations
This commit is contained in:
parent
80a8642484
commit
2fabf98413
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@ -93,589 +93,6 @@
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" return df"
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]
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"id": "35da2e15-1e23-4653-a214-c6ff8f186e85",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"File path : projet-bdc2324-team1/0_Input/Company_4/customerplus_cleaned.csv\n"
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],
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"text/plain": [
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" customer_id street_id structure_id mcp_contact_id fidelity \\\n",
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"... ... ... ... ... ... \n",
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"\n",
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" tenant_id is_partner deleted_at gender is_email_true ... \\\n",
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"0 1342 False NaN 0 True ... \n",
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"... ... ... ... ... ... ... \n",
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"320808 1342 False NaN 0 True ... \n",
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"\n",
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" max_price ticket_sum average_price average_purchase_delay \\\n",
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"0 NaN 0 NaN NaN \n",
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"\n",
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" purchase_count first_buying_date country \n",
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"0 0 NaN fr \n",
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"2 0 NaN fr \n",
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"... ... ... ... \n",
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"320804 1 2021-12-08 20:30:11+00:00 fr \n",
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"\n",
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"[320809 rows x 22 columns]"
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]
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},
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"execution_count": 7,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"display_databases(\"4\", \"customerplus_cleaned\")"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 26,
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"id": "6c8ad8c3-25df-4fe4-9ad0-ee5f9498bc14",
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"metadata": {},
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"outputs": [],
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"source": [
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"pd.reset_option('display.max_rows')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 27,
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"id": "c897916c",
|
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"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"text/html": [
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"<table border=\"1\" class=\"dataframe\">\n",
|
||||
" <thead>\n",
|
||||
" <tr style=\"text-align: right;\">\n",
|
||||
" <th></th>\n",
|
||||
" <th>id</th>\n",
|
||||
" <th>name</th>\n",
|
||||
" <th>code</th>\n",
|
||||
" <th>created_at</th>\n",
|
||||
" <th>updated_at</th>\n",
|
||||
" </tr>\n",
|
||||
" </thead>\n",
|
||||
" <tbody>\n",
|
||||
" <tr>\n",
|
||||
" <th>0</th>\n",
|
||||
" <td>101</td>\n",
|
||||
" <td>hongrie</td>\n",
|
||||
" <td>hu</td>\n",
|
||||
" <td>2023-06-13 11:17:40.600622+02:00</td>\n",
|
||||
" <td>2023-06-13 11:17:40.600622+02:00</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>1</th>\n",
|
||||
" <td>2</td>\n",
|
||||
" <td>albanie</td>\n",
|
||||
" <td>al</td>\n",
|
||||
" <td>2023-06-13 11:17:40.540652+02:00</td>\n",
|
||||
" <td>2023-06-13 11:17:40.540652+02:00</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>2</th>\n",
|
||||
" <td>3</td>\n",
|
||||
" <td>antarctique</td>\n",
|
||||
" <td>aq</td>\n",
|
||||
" <td>2023-06-13 11:17:40.541315+02:00</td>\n",
|
||||
" <td>2023-06-13 11:17:40.541315+02:00</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>3</th>\n",
|
||||
" <td>12</td>\n",
|
||||
" <td>autriche</td>\n",
|
||||
" <td>at</td>\n",
|
||||
" <td>2023-06-13 11:17:40.546711+02:00</td>\n",
|
||||
" <td>2023-06-13 11:17:40.546711+02:00</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>4</th>\n",
|
||||
" <td>5</td>\n",
|
||||
" <td>samoa américaines</td>\n",
|
||||
" <td>as</td>\n",
|
||||
" <td>2023-06-13 11:17:40.542569+02:00</td>\n",
|
||||
" <td>2023-06-13 11:17:40.542569+02:00</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>238</th>\n",
|
||||
" <td>228</td>\n",
|
||||
" <td>royaume-uni</td>\n",
|
||||
" <td>gb</td>\n",
|
||||
" <td>2023-06-13 11:17:40.678023+02:00</td>\n",
|
||||
" <td>2023-06-13 11:17:40.678023+02:00</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>239</th>\n",
|
||||
" <td>25</td>\n",
|
||||
" <td>brésil</td>\n",
|
||||
" <td>br</td>\n",
|
||||
" <td>2023-06-13 11:17:40.554209+02:00</td>\n",
|
||||
" <td>2023-06-13 11:17:40.554209+02:00</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>240</th>\n",
|
||||
" <td>10</td>\n",
|
||||
" <td>argentine</td>\n",
|
||||
" <td>ar</td>\n",
|
||||
" <td>2023-06-13 11:17:40.545489+02:00</td>\n",
|
||||
" <td>2023-06-13 11:17:40.545489+02:00</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>241</th>\n",
|
||||
" <td>203</td>\n",
|
||||
" <td>espagne</td>\n",
|
||||
" <td>es</td>\n",
|
||||
" <td>2023-06-13 11:17:40.662472+02:00</td>\n",
|
||||
" <td>2023-06-13 11:17:40.662472+02:00</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>242</th>\n",
|
||||
" <td>192</td>\n",
|
||||
" <td>arabie saoudite</td>\n",
|
||||
" <td>sa</td>\n",
|
||||
" <td>2023-06-13 11:17:40.656154+02:00</td>\n",
|
||||
" <td>2023-06-13 11:17:40.656154+02:00</td>\n",
|
||||
" </tr>\n",
|
||||
" </tbody>\n",
|
||||
"</table>\n",
|
||||
"<p>243 rows × 5 columns</p>\n",
|
||||
"</div>"
|
||||
],
|
||||
"text/plain": [
|
||||
" id name code created_at \\\n",
|
||||
"0 101 hongrie hu 2023-06-13 11:17:40.600622+02:00 \n",
|
||||
"1 2 albanie al 2023-06-13 11:17:40.540652+02:00 \n",
|
||||
"2 3 antarctique aq 2023-06-13 11:17:40.541315+02:00 \n",
|
||||
"3 12 autriche at 2023-06-13 11:17:40.546711+02:00 \n",
|
||||
"4 5 samoa américaines as 2023-06-13 11:17:40.542569+02:00 \n",
|
||||
".. ... ... ... ... \n",
|
||||
"238 228 royaume-uni gb 2023-06-13 11:17:40.678023+02:00 \n",
|
||||
"239 25 brésil br 2023-06-13 11:17:40.554209+02:00 \n",
|
||||
"240 10 argentine ar 2023-06-13 11:17:40.545489+02:00 \n",
|
||||
"241 203 espagne es 2023-06-13 11:17:40.662472+02:00 \n",
|
||||
"242 192 arabie saoudite sa 2023-06-13 11:17:40.656154+02:00 \n",
|
||||
"\n",
|
||||
" updated_at \n",
|
||||
"0 2023-06-13 11:17:40.600622+02:00 \n",
|
||||
"1 2023-06-13 11:17:40.540652+02:00 \n",
|
||||
"2 2023-06-13 11:17:40.541315+02:00 \n",
|
||||
"3 2023-06-13 11:17:40.546711+02:00 \n",
|
||||
"4 2023-06-13 11:17:40.542569+02:00 \n",
|
||||
".. ... \n",
|
||||
"238 2023-06-13 11:17:40.678023+02:00 \n",
|
||||
"239 2023-06-13 11:17:40.554209+02:00 \n",
|
||||
"240 2023-06-13 11:17:40.545489+02:00 \n",
|
||||
"241 2023-06-13 11:17:40.662472+02:00 \n",
|
||||
"242 2023-06-13 11:17:40.656154+02:00 \n",
|
||||
"\n",
|
||||
"[243 rows x 5 columns]"
|
||||
]
|
||||
},
|
||||
"execution_count": 27,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"\n",
|
||||
"load_dataset_2(\"7\", \"countries\")"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "ca2c8b6a-4965-422e-ba7c-66423a464fc1",
|
||||
|
|
@ -1058,7 +475,9 @@
|
|||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "605cced5-052f-4a99-ac26-020c5d2ab633",
|
||||
"metadata": {},
|
||||
"metadata": {
|
||||
"jp-MarkdownHeadingCollapsed": true
|
||||
},
|
||||
"source": [
|
||||
"## KPI sur tags"
|
||||
]
|
||||
|
|
@ -2098,6 +1517,374 @@
|
|||
"tags_information(\"101\", 20)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "87d131cd-ead0-4ef4-a8ee-b09022d08ffa",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"## KPI product"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 12,
|
||||
"id": "26582be9-cfd1-48ea-a0a7-31101fdeb9d1",
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"File path : projet-bdc2324-team1/0_Input/Company_1/products_purchased_reduced.csv\n"
|
||||
]
|
||||
},
|
||||
{
|
||||
"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",
|
||||
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|
||||
"\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>ticket_id</th>\n",
|
||||
" <th>customer_id</th>\n",
|
||||
" <th>purchase_id</th>\n",
|
||||
" <th>event_type_id</th>\n",
|
||||
" <th>supplier_name</th>\n",
|
||||
" <th>purchase_date</th>\n",
|
||||
" <th>amount</th>\n",
|
||||
" <th>is_full_price</th>\n",
|
||||
" <th>name_event_types</th>\n",
|
||||
" <th>name_facilities</th>\n",
|
||||
" <th>name_categories</th>\n",
|
||||
" <th>name_events</th>\n",
|
||||
" <th>name_seasons</th>\n",
|
||||
" <th>start_date_time</th>\n",
|
||||
" <th>end_date_time</th>\n",
|
||||
" <th>open</th>\n",
|
||||
" </tr>\n",
|
||||
" </thead>\n",
|
||||
" <tbody>\n",
|
||||
" <tr>\n",
|
||||
" <th>0</th>\n",
|
||||
" <td>13070859</td>\n",
|
||||
" <td>48187</td>\n",
|
||||
" <td>5107462</td>\n",
|
||||
" <td>4</td>\n",
|
||||
" <td>vente en ligne</td>\n",
|
||||
" <td>2018-12-28 14:47:50+00:00</td>\n",
|
||||
" <td>8.0</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>spectacle vivant</td>\n",
|
||||
" <td>mucem</td>\n",
|
||||
" <td>indiv prog enfant</td>\n",
|
||||
" <td>l'école des magiciens</td>\n",
|
||||
" <td>2018</td>\n",
|
||||
" <td>2018-12-31 14:15:00+01:00</td>\n",
|
||||
" <td>1901-01-01 00:09:21+00:09</td>\n",
|
||||
" <td>True</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>1</th>\n",
|
||||
" <td>13070860</td>\n",
|
||||
" <td>48187</td>\n",
|
||||
" <td>5107462</td>\n",
|
||||
" <td>4</td>\n",
|
||||
" <td>vente en ligne</td>\n",
|
||||
" <td>2018-12-28 14:47:50+00:00</td>\n",
|
||||
" <td>4.0</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>spectacle vivant</td>\n",
|
||||
" <td>mucem</td>\n",
|
||||
" <td>indiv prog enfant</td>\n",
|
||||
" <td>l'école des magiciens</td>\n",
|
||||
" <td>2018</td>\n",
|
||||
" <td>2018-12-31 14:15:00+01:00</td>\n",
|
||||
" <td>1901-01-01 00:09:21+00:09</td>\n",
|
||||
" <td>True</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>2</th>\n",
|
||||
" <td>13070861</td>\n",
|
||||
" <td>48187</td>\n",
|
||||
" <td>5107462</td>\n",
|
||||
" <td>4</td>\n",
|
||||
" <td>vente en ligne</td>\n",
|
||||
" <td>2018-12-28 14:47:50+00:00</td>\n",
|
||||
" <td>4.0</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>spectacle vivant</td>\n",
|
||||
" <td>mucem</td>\n",
|
||||
" <td>indiv prog enfant</td>\n",
|
||||
" <td>l'école des magiciens</td>\n",
|
||||
" <td>2018</td>\n",
|
||||
" <td>2018-12-31 14:15:00+01:00</td>\n",
|
||||
" <td>1901-01-01 00:09:21+00:09</td>\n",
|
||||
" <td>True</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>3</th>\n",
|
||||
" <td>13070862</td>\n",
|
||||
" <td>48187</td>\n",
|
||||
" <td>5107462</td>\n",
|
||||
" <td>4</td>\n",
|
||||
" <td>vente en ligne</td>\n",
|
||||
" <td>2018-12-28 14:47:50+00:00</td>\n",
|
||||
" <td>4.0</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>spectacle vivant</td>\n",
|
||||
" <td>mucem</td>\n",
|
||||
" <td>indiv prog enfant</td>\n",
|
||||
" <td>l'école des magiciens</td>\n",
|
||||
" <td>2018</td>\n",
|
||||
" <td>2018-12-31 14:15:00+01:00</td>\n",
|
||||
" <td>1901-01-01 00:09:21+00:09</td>\n",
|
||||
" <td>True</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>4</th>\n",
|
||||
" <td>13070863</td>\n",
|
||||
" <td>48187</td>\n",
|
||||
" <td>5107462</td>\n",
|
||||
" <td>4</td>\n",
|
||||
" <td>vente en ligne</td>\n",
|
||||
" <td>2018-12-28 14:47:50+00:00</td>\n",
|
||||
" <td>4.0</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>spectacle vivant</td>\n",
|
||||
" <td>mucem</td>\n",
|
||||
" <td>indiv prog enfant</td>\n",
|
||||
" <td>l'école des magiciens</td>\n",
|
||||
" <td>2018</td>\n",
|
||||
" <td>2018-12-31 14:15:00+01:00</td>\n",
|
||||
" <td>1901-01-01 00:09:21+00:09</td>\n",
|
||||
" <td>True</td>\n",
|
||||
" </tr>\n",
|
||||
" </tbody>\n",
|
||||
"</table>\n",
|
||||
"</div>"
|
||||
],
|
||||
"text/plain": [
|
||||
" ticket_id customer_id purchase_id event_type_id supplier_name \\\n",
|
||||
"0 13070859 48187 5107462 4 vente en ligne \n",
|
||||
"1 13070860 48187 5107462 4 vente en ligne \n",
|
||||
"2 13070861 48187 5107462 4 vente en ligne \n",
|
||||
"3 13070862 48187 5107462 4 vente en ligne \n",
|
||||
"4 13070863 48187 5107462 4 vente en ligne \n",
|
||||
"\n",
|
||||
" purchase_date amount is_full_price name_event_types \\\n",
|
||||
"0 2018-12-28 14:47:50+00:00 8.0 False spectacle vivant \n",
|
||||
"1 2018-12-28 14:47:50+00:00 4.0 False spectacle vivant \n",
|
||||
"2 2018-12-28 14:47:50+00:00 4.0 False spectacle vivant \n",
|
||||
"3 2018-12-28 14:47:50+00:00 4.0 False spectacle vivant \n",
|
||||
"4 2018-12-28 14:47:50+00:00 4.0 False spectacle vivant \n",
|
||||
"\n",
|
||||
" name_facilities name_categories name_events name_seasons \\\n",
|
||||
"0 mucem indiv prog enfant l'école des magiciens 2018 \n",
|
||||
"1 mucem indiv prog enfant l'école des magiciens 2018 \n",
|
||||
"2 mucem indiv prog enfant l'école des magiciens 2018 \n",
|
||||
"3 mucem indiv prog enfant l'école des magiciens 2018 \n",
|
||||
"4 mucem indiv prog enfant l'école des magiciens 2018 \n",
|
||||
"\n",
|
||||
" start_date_time end_date_time open \n",
|
||||
"0 2018-12-31 14:15:00+01:00 1901-01-01 00:09:21+00:09 True \n",
|
||||
"1 2018-12-31 14:15:00+01:00 1901-01-01 00:09:21+00:09 True \n",
|
||||
"2 2018-12-31 14:15:00+01:00 1901-01-01 00:09:21+00:09 True \n",
|
||||
"3 2018-12-31 14:15:00+01:00 1901-01-01 00:09:21+00:09 True \n",
|
||||
"4 2018-12-31 14:15:00+01:00 1901-01-01 00:09:21+00:09 True "
|
||||
]
|
||||
},
|
||||
"execution_count": 12,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"tenant_id = \"1\"\n",
|
||||
"\n",
|
||||
"df_product = display_databases(tenant_id, file_name = \"products_purchased_reduced\", datetime_col = ['purchase_date'])\n",
|
||||
"\n",
|
||||
"df_product.head()"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 24,
|
||||
"id": "533bf499-dd56-4d29-b261-ca1e4928c9c7",
|
||||
"metadata": {},
|
||||
"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>name_event_types</th>\n",
|
||||
" <th>name_events</th>\n",
|
||||
" <th>ticket_id</th>\n",
|
||||
" <th>prop_tickets</th>\n",
|
||||
" </tr>\n",
|
||||
" </thead>\n",
|
||||
" <tbody>\n",
|
||||
" <tr>\n",
|
||||
" <th>118</th>\n",
|
||||
" <td>offre muséale groupe</td>\n",
|
||||
" <td>visite générale du mucem (1h30)</td>\n",
|
||||
" <td>43814</td>\n",
|
||||
" <td>0.024</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>212</th>\n",
|
||||
" <td>offre muséale individuel</td>\n",
|
||||
" <td>visite autonome scolaires (2h00)</td>\n",
|
||||
" <td>34423</td>\n",
|
||||
" <td>0.019</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>68</th>\n",
|
||||
" <td>offre muséale groupe</td>\n",
|
||||
" <td>visite autonome exposition (1h30)</td>\n",
|
||||
" <td>26489</td>\n",
|
||||
" <td>0.015</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>210</th>\n",
|
||||
" <td>offre muséale individuel</td>\n",
|
||||
" <td>visite autonome adultes (2h00)</td>\n",
|
||||
" <td>22065</td>\n",
|
||||
" <td>0.012</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>160</th>\n",
|
||||
" <td>offre muséale groupe</td>\n",
|
||||
" <td>visites des exterieurs scolaires</td>\n",
|
||||
" <td>15595</td>\n",
|
||||
" <td>0.009</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>...</th>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>364</th>\n",
|
||||
" <td>spectacle vivant</td>\n",
|
||||
" <td>kay ! lettres à un poète disparu</td>\n",
|
||||
" <td>1</td>\n",
|
||||
" <td>0.000</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>443</th>\n",
|
||||
" <td>spectacle vivant</td>\n",
|
||||
" <td>mauvais genre</td>\n",
|
||||
" <td>1</td>\n",
|
||||
" <td>0.000</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>375</th>\n",
|
||||
" <td>spectacle vivant</td>\n",
|
||||
" <td>la madre que parió a la música</td>\n",
|
||||
" <td>1</td>\n",
|
||||
" <td>0.000</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>260</th>\n",
|
||||
" <td>spectacle vivant</td>\n",
|
||||
" <td>ali a les yeux bleus (dès 12 ans)</td>\n",
|
||||
" <td>1</td>\n",
|
||||
" <td>0.000</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>484</th>\n",
|
||||
" <td>spectacle vivant</td>\n",
|
||||
" <td>rengaine (dès 12 ans)</td>\n",
|
||||
" <td>1</td>\n",
|
||||
" <td>0.000</td>\n",
|
||||
" </tr>\n",
|
||||
" </tbody>\n",
|
||||
"</table>\n",
|
||||
"<p>544 rows × 4 columns</p>\n",
|
||||
"</div>"
|
||||
],
|
||||
"text/plain": [
|
||||
" name_event_types name_events ticket_id \\\n",
|
||||
"118 offre muséale groupe visite générale du mucem (1h30) 43814 \n",
|
||||
"212 offre muséale individuel visite autonome scolaires (2h00) 34423 \n",
|
||||
"68 offre muséale groupe visite autonome exposition (1h30) 26489 \n",
|
||||
"210 offre muséale individuel visite autonome adultes (2h00) 22065 \n",
|
||||
"160 offre muséale groupe visites des exterieurs scolaires 15595 \n",
|
||||
".. ... ... ... \n",
|
||||
"364 spectacle vivant kay ! lettres à un poète disparu 1 \n",
|
||||
"443 spectacle vivant mauvais genre 1 \n",
|
||||
"375 spectacle vivant la madre que parió a la música 1 \n",
|
||||
"260 spectacle vivant ali a les yeux bleus (dès 12 ans) 1 \n",
|
||||
"484 spectacle vivant rengaine (dès 12 ans) 1 \n",
|
||||
"\n",
|
||||
" prop_tickets \n",
|
||||
"118 0.024 \n",
|
||||
"212 0.019 \n",
|
||||
"68 0.015 \n",
|
||||
"210 0.012 \n",
|
||||
"160 0.009 \n",
|
||||
".. ... \n",
|
||||
"364 0.000 \n",
|
||||
"443 0.000 \n",
|
||||
"375 0.000 \n",
|
||||
"260 0.000 \n",
|
||||
"484 0.000 \n",
|
||||
"\n",
|
||||
"[544 rows x 4 columns]"
|
||||
]
|
||||
},
|
||||
"execution_count": 24,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"nb_tickets_per_events = df_product.groupby(['name_event_types', 'name_events'])['ticket_id'].count().reset_index().sort_values('ticket_id', ascending = False)\n",
|
||||
"nb_tickets_per_events['prop_tickets'] = round(nb_tickets_per_events['ticket_id']/len(df_product), 3)\n",
|
||||
"nb_tickets_per_events"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"id": "6a38ff60-b608-43a0-9e18-4cd2bcbcea70",
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": []
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "1ede9eaa-7f0a-4856-9349-b2747d6a4901",
|
||||
|
|
|
|||
Loading…
Reference in New Issue
Block a user