diff --git a/Professionals_Activities_Inconsistencies.ipynb b/Professionals_Activities_Inconsistencies.ipynb
index 81de874..d4bd3a1 100644
--- a/Professionals_Activities_Inconsistencies.ipynb
+++ b/Professionals_Activities_Inconsistencies.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "code",
- "execution_count": 57,
+ "execution_count": 1,
"id": "58db5082e27759f7",
"metadata": {
"ExecuteTime": {
@@ -15,8 +15,8 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "CPU times: total: 13 s\n",
- "Wall time: 2.33 s\n"
+ "CPU times: total: 5.73 s\n",
+ "Wall time: 511 ms\n"
]
},
{
@@ -78,11 +78,10 @@
" 'Code rôle',\n",
" 'Libellé rôle',\n",
" 'Code genre activité',\n",
- " 'Libellé genre activité',\n",
- " '']"
+ " 'Libellé genre activité']"
]
},
- "execution_count": 57,
+ "execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
@@ -93,7 +92,7 @@
"import csv\n",
"folder = \"E:\\\\Ziwig Drive\\\\Ziwig Health\\\\Tables de Réf\\\\Professionnels\\\\\"\n",
"input_file = \"Table_Réf_Professionnels_260319.txt\"\n",
- "output_file = \"Table_Réf_Professionnels_inconsistencies_new\"\n",
+ "output_file = \"Table_Réf_Professionnels_inconsistencies\"\n",
"output_extension = \".csv\"\n",
"df = pd.read_csv(f\"{folder}{input_file}\",\n",
" separator='|',\n",
@@ -106,7 +105,7 @@
},
{
"cell_type": "code",
- "execution_count": 58,
+ "execution_count": 2,
"id": "7d9b7562c09955",
"metadata": {
"ExecuteTime": {
@@ -119,8 +118,8 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "CPU times: total: 4.83 s\n",
- "Wall time: 1.07 s\n"
+ "CPU times: total: 2.03 s\n",
+ "Wall time: 389 ms\n"
]
},
{
@@ -133,30 +132,30 @@
" white-space: pre-wrap;\n",
"}\n",
"\n",
- "shape: (9_108, 5)
| index | Identifiant PP | Count | Nom d'exercice | Prénom d'exercice |
|---|
| u32 | str | u32 | str | str |
| 1352933 | "10000034180" | 2 | "DUWAT-GEORGES" | "GHISLAINE" |
| 1352934 | "10000034180" | 2 | "GEORGES" | "GHISLAINE" |
| 261 | "10000040062" | 2 | "MEYER" | "Nicolas" |
| 262 | "10000040062" | 2 | "MEYER" | "Nicolas" |
| 811196 | "10000040062" | 2 | "MEYER" | "NICOLAS" |
| … | … | … | … | … |
| 2162425 | "10111110721" | 2 | "BARREAU" | "Nadège" |
| 268237 | "10111112636" | 2 | "GIRAUDET" | "MEGGIE" |
| 1892318 | "10111112636" | 2 | "GIRAUDET" | "Meggie" |
| 269544 | "10111320304" | 2 | "Sengel" | "Coralie" |
| 1352396 | "10111320304" | 2 | "SENGEL" | "Coralie" |
"
+ "shape: (10_110, 5)| index | Identifiant PP | Count | Nom d'exercice | Prénom d'exercice |
|---|
| u32 | str | u32 | str | str |
| 1393753 | "10000034180" | 2 | "DUWAT-GEORGES" | "GHISLAINE" |
| 1393754 | "10000034180" | 2 | "GEORGES" | "GHISLAINE" |
| 262 | "10000040062" | 2 | "MEYER" | "Nicolas" |
| 263 | "10000040062" | 2 | "MEYER" | "Nicolas" |
| 835639 | "10000040062" | 2 | "MEYER" | "NICOLAS" |
| … | … | … | … | … |
| 1947864 | "10111726807" | 2 | "BARES" | "Valérie" |
| 275095 | "10111753363" | 2 | "BOUZIDI" | "MOHAND" |
| 275096 | "10111753363" | 2 | "BOUZIDI" | "Mohand" |
| 1112006 | "10111761572" | 2 | "BOVENS" | "Brice" |
| 1669178 | "10111761572" | 2 | "BOVENS" | "BRICE" |
"
],
"text/plain": [
- "shape: (9_108, 5)\n",
+ "shape: (10_110, 5)\n",
"┌─────────┬────────────────┬───────┬────────────────┬───────────────────┐\n",
"│ index ┆ Identifiant PP ┆ Count ┆ Nom d'exercice ┆ Prénom d'exercice │\n",
"│ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n",
"│ u32 ┆ str ┆ u32 ┆ str ┆ str │\n",
"╞═════════╪════════════════╪═══════╪════════════════╪═══════════════════╡\n",
- "│ 1352933 ┆ 10000034180 ┆ 2 ┆ DUWAT-GEORGES ┆ GHISLAINE │\n",
- "│ 1352934 ┆ 10000034180 ┆ 2 ┆ GEORGES ┆ GHISLAINE │\n",
- "│ 261 ┆ 10000040062 ┆ 2 ┆ MEYER ┆ Nicolas │\n",
+ "│ 1393753 ┆ 10000034180 ┆ 2 ┆ DUWAT-GEORGES ┆ GHISLAINE │\n",
+ "│ 1393754 ┆ 10000034180 ┆ 2 ┆ GEORGES ┆ GHISLAINE │\n",
"│ 262 ┆ 10000040062 ┆ 2 ┆ MEYER ┆ Nicolas │\n",
- "│ 811196 ┆ 10000040062 ┆ 2 ┆ MEYER ┆ NICOLAS │\n",
+ "│ 263 ┆ 10000040062 ┆ 2 ┆ MEYER ┆ Nicolas │\n",
+ "│ 835639 ┆ 10000040062 ┆ 2 ┆ MEYER ┆ NICOLAS │\n",
"│ … ┆ … ┆ … ┆ … ┆ … │\n",
- "│ 2162425 ┆ 10111110721 ┆ 2 ┆ BARREAU ┆ Nadège │\n",
- "│ 268237 ┆ 10111112636 ┆ 2 ┆ GIRAUDET ┆ MEGGIE │\n",
- "│ 1892318 ┆ 10111112636 ┆ 2 ┆ GIRAUDET ┆ Meggie │\n",
- "│ 269544 ┆ 10111320304 ┆ 2 ┆ Sengel ┆ Coralie │\n",
- "│ 1352396 ┆ 10111320304 ┆ 2 ┆ SENGEL ┆ Coralie │\n",
+ "│ 1947864 ┆ 10111726807 ┆ 2 ┆ BARES ┆ Valérie │\n",
+ "│ 275095 ┆ 10111753363 ┆ 2 ┆ BOUZIDI ┆ MOHAND │\n",
+ "│ 275096 ┆ 10111753363 ┆ 2 ┆ BOUZIDI ┆ Mohand │\n",
+ "│ 1112006 ┆ 10111761572 ┆ 2 ┆ BOVENS ┆ Brice │\n",
+ "│ 1669178 ┆ 10111761572 ┆ 2 ┆ BOVENS ┆ BRICE │\n",
"└─────────┴────────────────┴───────┴────────────────┴───────────────────┘"
]
},
- "execution_count": 58,
+ "execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
@@ -179,7 +178,7 @@
},
{
"cell_type": "code",
- "execution_count": 59,
+ "execution_count": 3,
"id": "c418a6ea7abd77b",
"metadata": {
"ExecuteTime": {
@@ -197,7 +196,7 @@
},
{
"cell_type": "code",
- "execution_count": 60,
+ "execution_count": 4,
"id": "9d94b716364356c7",
"metadata": {
"ExecuteTime": {
@@ -210,8 +209,8 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "CPU times: total: 5.06 s\n",
- "Wall time: 1.68 s\n"
+ "CPU times: total: 2.31 s\n",
+ "Wall time: 509 ms\n"
]
},
{
@@ -224,30 +223,30 @@
" white-space: pre-wrap;\n",
"}\n",
"\n",
- "shape: (5_426, 5)| index | Identifiant PP | Count | Nom d'exercice | Prénom d'exercice |
|---|
| u32 | str | u32 | str | str |
| 1352933 | "10000034180" | 2 | "DUWAT-GEORGES" | "GHISLAINE" |
| 1352934 | "10000034180" | 2 | "GEORGES" | "GHISLAINE" |
| 1353009 | "10000046051" | 2 | "STUDER" | "AGNES" |
| 1623173 | "10000046051" | 2 | "JURION" | "AGNES" |
| 270462 | "10000101518" | 2 | "BARREYRE" | "SANDRINE" |
| … | … | … | … | … |
| 1619731 | "10110987236" | 2 | "ROGIER" | "MATHILDE" |
| 808810 | "10111077417" | 2 | "DOUVIER" | "FRANCETTE" |
| 2161999 | "10111077417" | 2 | "D'ELLOY" | "FRANCETTE" |
| 538415 | "10111110721" | 2 | "ROCHEPEAU" | "Nadège" |
| 2162425 | "10111110721" | 2 | "BARREAU" | "Nadège" |
"
+ "shape: (5_847, 5)| index | Identifiant PP | Count | Nom d'exercice | Prénom d'exercice |
|---|
| u32 | str | u32 | str | str |
| 1393753 | "10000034180" | 2 | "DUWAT-GEORGES" | "GHISLAINE" |
| 1393754 | "10000034180" | 2 | "GEORGES" | "GHISLAINE" |
| 1393833 | "10000046051" | 2 | "STUDER" | "AGNES" |
| 1672210 | "10000046051" | 2 | "JURION" | "AGNES" |
| 278448 | "10000101518" | 2 | "BARREYRE" | "SANDRINE" |
| … | … | … | … | … |
| 2224008 | "10111558895" | 2 | "QUIROGA TENORIO DE CARVALHO" | "Rafaela" |
| 831407 | "10111667787" | 2 | "ANDY" | "MARIE MORGANE" |
| 1389569 | "10111667787" | 2 | "BARDIL" | "Morgane" |
| 274737 | "10111726807" | 2 | "COURET BARES" | "Valérie" |
| 1947864 | "10111726807" | 2 | "BARES" | "Valérie" |
"
],
"text/plain": [
- "shape: (5_426, 5)\n",
- "┌─────────┬────────────────┬───────┬────────────────┬───────────────────┐\n",
- "│ index ┆ Identifiant PP ┆ Count ┆ Nom d'exercice ┆ Prénom d'exercice │\n",
- "│ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n",
- "│ u32 ┆ str ┆ u32 ┆ str ┆ str │\n",
- "╞═════════╪════════════════╪═══════╪════════════════╪═══════════════════╡\n",
- "│ 1352933 ┆ 10000034180 ┆ 2 ┆ DUWAT-GEORGES ┆ GHISLAINE │\n",
- "│ 1352934 ┆ 10000034180 ┆ 2 ┆ GEORGES ┆ GHISLAINE │\n",
- "│ 1353009 ┆ 10000046051 ┆ 2 ┆ STUDER ┆ AGNES │\n",
- "│ 1623173 ┆ 10000046051 ┆ 2 ┆ JURION ┆ AGNES │\n",
- "│ 270462 ┆ 10000101518 ┆ 2 ┆ BARREYRE ┆ SANDRINE │\n",
- "│ … ┆ … ┆ … ┆ … ┆ … │\n",
- "│ 1619731 ┆ 10110987236 ┆ 2 ┆ ROGIER ┆ MATHILDE │\n",
- "│ 808810 ┆ 10111077417 ┆ 2 ┆ DOUVIER ┆ FRANCETTE │\n",
- "│ 2161999 ┆ 10111077417 ┆ 2 ┆ D'ELLOY ┆ FRANCETTE │\n",
- "│ 538415 ┆ 10111110721 ┆ 2 ┆ ROCHEPEAU ┆ Nadège │\n",
- "│ 2162425 ┆ 10111110721 ┆ 2 ┆ BARREAU ┆ Nadège │\n",
- "└─────────┴────────────────┴───────┴────────────────┴───────────────────┘"
+ "shape: (5_847, 5)\n",
+ "┌─────────┬────────────────┬───────┬─────────────────────────────┬───────────────────┐\n",
+ "│ index ┆ Identifiant PP ┆ Count ┆ Nom d'exercice ┆ Prénom d'exercice │\n",
+ "│ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n",
+ "│ u32 ┆ str ┆ u32 ┆ str ┆ str │\n",
+ "╞═════════╪════════════════╪═══════╪═════════════════════════════╪═══════════════════╡\n",
+ "│ 1393753 ┆ 10000034180 ┆ 2 ┆ DUWAT-GEORGES ┆ GHISLAINE │\n",
+ "│ 1393754 ┆ 10000034180 ┆ 2 ┆ GEORGES ┆ GHISLAINE │\n",
+ "│ 1393833 ┆ 10000046051 ┆ 2 ┆ STUDER ┆ AGNES │\n",
+ "│ 1672210 ┆ 10000046051 ┆ 2 ┆ JURION ┆ AGNES │\n",
+ "│ 278448 ┆ 10000101518 ┆ 2 ┆ BARREYRE ┆ SANDRINE │\n",
+ "│ … ┆ … ┆ … ┆ … ┆ … │\n",
+ "│ 2224008 ┆ 10111558895 ┆ 2 ┆ QUIROGA TENORIO DE CARVALHO ┆ Rafaela │\n",
+ "│ 831407 ┆ 10111667787 ┆ 2 ┆ ANDY ┆ MARIE MORGANE │\n",
+ "│ 1389569 ┆ 10111667787 ┆ 2 ┆ BARDIL ┆ Morgane │\n",
+ "│ 274737 ┆ 10111726807 ┆ 2 ┆ COURET BARES ┆ Valérie │\n",
+ "│ 1947864 ┆ 10111726807 ┆ 2 ┆ BARES ┆ Valérie │\n",
+ "└─────────┴────────────────┴───────┴─────────────────────────────┴───────────────────┘"
]
},
- "execution_count": 60,
+ "execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
@@ -270,7 +269,7 @@
},
{
"cell_type": "code",
- "execution_count": 61,
+ "execution_count": 5,
"id": "18aab4499103491a",
"metadata": {
"ExecuteTime": {
@@ -288,7 +287,7 @@
},
{
"cell_type": "code",
- "execution_count": 62,
+ "execution_count": 6,
"id": "8e4e3e22f16fea1c",
"metadata": {
"ExecuteTime": {
@@ -301,8 +300,8 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "CPU times: total: 8.59 s\n",
- "Wall time: 5.19 s\n"
+ "CPU times: total: 3.19 s\n",
+ "Wall time: 1.42 s\n"
]
},
{
@@ -315,30 +314,33 @@
" white-space: pre-wrap;\n",
"}\n",
"\n",
- "shape: (3_584, 6)| index | Identifiant PP | Count | Nom d'exercice | Prénom d'exercice | Nom_Prénom_Nettoyé |
|---|
| u32 | str | u32 | str | str | str |
| 1352933 | "10000034180" | 2 | "DUWAT-GEORGES" | "GHISLAINE" | "duwat georges ghislaine" |
| 1352934 | "10000034180" | 2 | "GEORGES" | "GHISLAINE" | "georges ghislaine" |
| 1353009 | "10000046051" | 2 | "STUDER" | "AGNES" | "studer agnes" |
| 1623173 | "10000046051" | 2 | "JURION" | "AGNES" | "jurion agnes" |
| 270462 | "10000101518" | 2 | "BARREYRE" | "SANDRINE" | "barreyre sandrine" |
| … | … | … | … | … | … |
| 1619731 | "10110987236" | 2 | "ROGIER" | "MATHILDE" | "rogier mathilde" |
| 808810 | "10111077417" | 2 | "DOUVIER" | "FRANCETTE" | "douvier francette" |
| 2161999 | "10111077417" | 2 | "D'ELLOY" | "FRANCETTE" | "d elloy francette" |
| 538415 | "10111110721" | 2 | "ROCHEPEAU" | "Nadège" | "rochepeau nadege" |
| 2162425 | "10111110721" | 2 | "BARREAU" | "Nadège" | "barreau nadege" |
"
+ "shape: (3_894, 6)| index | Identifiant PP | Count | Nom d'exercice | Prénom d'exercice | Nom_Prénom_Nettoyé |
|---|
| u32 | str | u32 | str | str | str |
| 1393753 | "10000034180" | 2 | "DUWAT-GEORGES" | "GHISLAINE" | "duwat georges ghislaine" |
| 1393754 | "10000034180" | 2 | "GEORGES" | "GHISLAINE" | "georges ghislaine" |
| 1393833 | "10000046051" | 2 | "STUDER" | "AGNES" | "studer agnes" |
| 1672210 | "10000046051" | 2 | "JURION" | "AGNES" | "jurion agnes" |
| 278448 | "10000101518" | 2 | "BARREYRE" | "SANDRINE" | "barreyre sandrine" |
| … | … | … | … | … | … |
| 2224008 | "10111558895" | 2 | "QUIROGA TENORIO DE CARVALHO" | "Rafaela" | "quiroga tenorio de carvalho ra… |
| 831407 | "10111667787" | 2 | "ANDY" | "MARIE MORGANE" | "andy marie morgane" |
| 1389569 | "10111667787" | 2 | "BARDIL" | "Morgane" | "bardil morgane" |
| 274737 | "10111726807" | 2 | "COURET BARES" | "Valérie" | "couret bares valerie" |
| 1947864 | "10111726807" | 2 | "BARES" | "Valérie" | "bares valerie" |
"
],
"text/plain": [
- "shape: (3_584, 6)\n",
- "┌─────────┬────────────────┬───────┬────────────────┬───────────────────┬─────────────────────────┐\n",
- "│ index ┆ Identifiant PP ┆ Count ┆ Nom d'exercice ┆ Prénom d'exercice ┆ Nom_Prénom_Nettoyé │\n",
- "│ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n",
- "│ u32 ┆ str ┆ u32 ┆ str ┆ str ┆ str │\n",
- "╞═════════╪════════════════╪═══════╪════════════════╪═══════════════════╪═════════════════════════╡\n",
- "│ 1352933 ┆ 10000034180 ┆ 2 ┆ DUWAT-GEORGES ┆ GHISLAINE ┆ duwat georges ghislaine │\n",
- "│ 1352934 ┆ 10000034180 ┆ 2 ┆ GEORGES ┆ GHISLAINE ┆ georges ghislaine │\n",
- "│ 1353009 ┆ 10000046051 ┆ 2 ┆ STUDER ┆ AGNES ┆ studer agnes │\n",
- "│ 1623173 ┆ 10000046051 ┆ 2 ┆ JURION ┆ AGNES ┆ jurion agnes │\n",
- "│ 270462 ┆ 10000101518 ┆ 2 ┆ BARREYRE ┆ SANDRINE ┆ barreyre sandrine │\n",
- "│ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n",
- "│ 1619731 ┆ 10110987236 ┆ 2 ┆ ROGIER ┆ MATHILDE ┆ rogier mathilde │\n",
- "│ 808810 ┆ 10111077417 ┆ 2 ┆ DOUVIER ┆ FRANCETTE ┆ douvier francette │\n",
- "│ 2161999 ┆ 10111077417 ┆ 2 ┆ D'ELLOY ┆ FRANCETTE ┆ d elloy francette │\n",
- "│ 538415 ┆ 10111110721 ┆ 2 ┆ ROCHEPEAU ┆ Nadège ┆ rochepeau nadege │\n",
- "│ 2162425 ┆ 10111110721 ┆ 2 ┆ BARREAU ┆ Nadège ┆ barreau nadege │\n",
- "└─────────┴────────────────┴───────┴────────────────┴───────────────────┴─────────────────────────┘"
+ "shape: (3_894, 6)\n",
+ "┌─────────┬────────────────┬───────┬─────────────────────┬───────────────────┬─────────────────────┐\n",
+ "│ index ┆ Identifiant PP ┆ Count ┆ Nom d'exercice ┆ Prénom d'exercice ┆ Nom_Prénom_Nettoyé │\n",
+ "│ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n",
+ "│ u32 ┆ str ┆ u32 ┆ str ┆ str ┆ str │\n",
+ "╞═════════╪════════════════╪═══════╪═════════════════════╪═══════════════════╪═════════════════════╡\n",
+ "│ 1393753 ┆ 10000034180 ┆ 2 ┆ DUWAT-GEORGES ┆ GHISLAINE ┆ duwat georges │\n",
+ "│ ┆ ┆ ┆ ┆ ┆ ghislaine │\n",
+ "│ 1393754 ┆ 10000034180 ┆ 2 ┆ GEORGES ┆ GHISLAINE ┆ georges ghislaine │\n",
+ "│ 1393833 ┆ 10000046051 ┆ 2 ┆ STUDER ┆ AGNES ┆ studer agnes │\n",
+ "│ 1672210 ┆ 10000046051 ┆ 2 ┆ JURION ┆ AGNES ┆ jurion agnes │\n",
+ "│ 278448 ┆ 10000101518 ┆ 2 ┆ BARREYRE ┆ SANDRINE ┆ barreyre sandrine │\n",
+ "│ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n",
+ "│ 2224008 ┆ 10111558895 ┆ 2 ┆ QUIROGA TENORIO DE ┆ Rafaela ┆ quiroga tenorio de │\n",
+ "│ ┆ ┆ ┆ CARVALHO ┆ ┆ carvalho ra… │\n",
+ "│ 831407 ┆ 10111667787 ┆ 2 ┆ ANDY ┆ MARIE MORGANE ┆ andy marie morgane │\n",
+ "│ 1389569 ┆ 10111667787 ┆ 2 ┆ BARDIL ┆ Morgane ┆ bardil morgane │\n",
+ "│ 274737 ┆ 10111726807 ┆ 2 ┆ COURET BARES ┆ Valérie ┆ couret bares │\n",
+ "│ ┆ ┆ ┆ ┆ ┆ valerie │\n",
+ "│ 1947864 ┆ 10111726807 ┆ 2 ┆ BARES ┆ Valérie ┆ bares valerie │\n",
+ "└─────────┴────────────────┴───────┴─────────────────────┴───────────────────┴─────────────────────┘"
]
},
- "execution_count": 62,
+ "execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
@@ -378,7 +380,7 @@
},
{
"cell_type": "code",
- "execution_count": 63,
+ "execution_count": 7,
"id": "aab2ae2e91a7190c",
"metadata": {
"ExecuteTime": {
@@ -396,7 +398,7 @@
},
{
"cell_type": "code",
- "execution_count": 64,
+ "execution_count": 8,
"id": "3c2f2bb5fc3c2a5e",
"metadata": {
"ExecuteTime": {
@@ -409,8 +411,8 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "CPU times: total: 18.1 s\n",
- "Wall time: 4.29 s\n"
+ "CPU times: total: 3.78 s\n",
+ "Wall time: 645 ms\n"
]
},
{
@@ -423,10 +425,10 @@
" white-space: pre-wrap;\n",
"}\n",
"\n",
- "shape: (98, 31)| index | Identifiant PP | Site_Identifier | Numéro SIRET site | Identifiant technique de la structure | Site_Info_Variations_Count | Raison sociale site | Enseigne commerciale site | Complément destinataire (coord. structure) | Complément point géographique (coord. structure) | Numéro Voie (coord. structure) | Indice répétition voie (coord. structure) | Code type de voie (coord. structure) | Libellé type de voie (coord. structure) | Libellé Voie (coord. structure) | Mention distribution (coord. structure) | Bureau cedex (coord. structure) | Code postal (coord. structure) | Code commune (coord. structure) | Libellé commune (coord. structure) | Code pays (coord. structure) | Libellé pays (coord. structure) | Téléphone (coord. structure) | Téléphone 2 (coord. structure) | Télécopie (coord. structure) | Adresse e-mail (coord. structure) | Code Département (structure) | Libellé Département (structure) | Ancien identifiant de la structure | Code secteur d'activité | Libellé secteur d'activité |
|---|
| u32 | str | str | str | str | u32 | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str |
| 270597 | "10000116383" | "30980220500505" | "30980220500505" | "R10100000198782" | 2 | "OEUVRES HOSPITALIERES FRANCAIS… | "ORDRE DE MALTE FRANCE" | "ORDRE DE MALTE FRANCE" | null | "42" | null | null | null | "RUE DES VOLONTAIRES" | null | "75015 PARIS" | "75015" | "75056" | "Paris" | "99000" | "France" | null | null | null | null | null | null | "330980220500505" | "SA28" | "Asso et orga humanitaire" |
| 1353470 | "10000116383" | "30980220500505" | "30980220500505" | "R10100000779807" | 2 | "OEUVRE HOSP FRANC DE L'ORDRE D… | null | null | null | "49" | null | "R" | "Rue" | "DE LA CHAPELLE" | null | "75018 PARIS 18E ARRONDISSEMEN… | "75018" | "75118" | "Paris 18e Arrondissement" | null | null | null | null | null | null | null | null | "330980220500505" | "SA28" | "Asso et orga humanitaire" |
| 4214 | "10000536309" | "18003502402369" | "18003502402369" | "R10100000050224" | 2 | "DRSM PAYS DE LA LOIREELSM 44" | "SITE NANTES" | null | null | "9" | null | "R" | "Rue" | "GAETAN RONDEAU" | "BP" | "44203 NANTES" | "44203" | "44109" | "Nantes" | null | null | null | null | null | null | null | null | "318003502402369" | "SA24" | "Organisme de Sécurité Sociale" |
| 1627221 | "10000536309" | "18003502402369" | "18003502402369" | "R10100000049799" | 2 | "DRSM PAYS DE LOIREELSM 49" | "SITE CHOLET" | null | null | "2" | null | "R" | "Rue" | "SAINT ELOI" | "BP" | "49321 CHOLET" | "49321" | "49099" | "Cholet" | null | null | null | null | null | null | null | null | "318003502402369" | "SA24" | "Organisme de Sécurité Sociale" |
| 816501 | "10000667187" | "18003502402369" | "18003502402369" | "R10100000049794" | 3 | "DRSM NORD PICARDIEELSM 59" | "SITE MAUBEUGE" | null | null | null | null | "PL" | "Place" | "DE WATTIGNIES" | "BP" | "59603 MAUBEUGE" | "59603" | "59392" | "Maubeuge" | null | null | null | null | null | null | null | null | "318003502402369" | "SA24" | "Organisme de Sécurité Sociale" |
| … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … |
| 532248 | "10110592168" | "88085935000014" | "88085935000014" | "R10100000325887" | 2 | "FAREVA PAU" | null | null | null | null | null | "AV" | "Avenue" | "DU BEARN" | null | "64320 IDRON" | "64320" | "64269" | "Idron" | null | null | "0559402100" | null | "0559402119" | null | null | null | "388085935000014" | "SA32" | "Fab. Exploit. Import. Méd. DM" |
| 1344743 | "10110597498" | "13000800600038" | "13000800600038" | "R10100000097229" | 2 | "AGENCE REGIONALE SANTE PAYS LO… | null | null | null | "17" | null | "BD" | "Boulevard" | "GASTON DOUMERGUE" | null | "44262 NANTES" | "44262" | "44109" | "Nantes" | null | null | null | null | null | null | null | null | "313000800600038" | "SA24" | "Organisme de Sécurité Sociale" |
| 2156205 | "10110597498" | "13000800600038" | "13000800600038" | "R10100000097229" | 2 | "AGENCE REGIONALE SANTE PAYS LO… | null | "DELEGATION TERRITORIALE" | null | "2" | null | "BD" | "Boulevard" | "MURAT" | null | "53000 LAVAL" | "53000" | "53130" | "Laval" | null | null | null | null | null | null | null | null | "313000800600038" | "SA24" | "Organisme de Sécurité Sociale" |
| 1618789 | "10110910345" | "18003502401098" | "18003502401098" | "R10100000398898" | 2 | "CAISSE NATIONALE DE L'ASSURANC… | "DRSM DIRECTION REG. DU SERVICE… | "QUARTIER DU LAC" | null | "80" | null | null | null | "AVENUE DE LA JALLERE" | "BP 260" | "33300 BORDEAUX" | "33300" | "33063" | "Bordeaux" | "99000" | "France" | null | null | null | null | null | null | "318003502401098" | "SA24" | "Organisme de Sécurité Sociale" |
| 1889827 | "10110910345" | "18003502401098" | "18003502401098" | "R10100000398898" | 2 | "CAISSE NATIONALE DE L'ASSURANC… | "DRSM DIRECTION REG. DU SERVICE… | null | null | "207" | null | "R" | "Rue" | "FONTAINEBLEAU" | "BP" | "40011 MONT-DE-MARSAN" | "40011" | "40192" | "Mont-de-Marsan" | null | null | null | null | null | null | null | null | "318003502401098" | "SA24" | "Organisme de Sécurité Sociale" |
"
+ "shape: (81, 31)| index | Identifiant PP | Site_Identifier | Numéro SIRET site | Identifiant technique de la structure | Site_Info_Variations_Count | Raison sociale site | Enseigne commerciale site | Complément destinataire (coord. structure) | Complément point géographique (coord. structure) | Numéro Voie (coord. structure) | Indice répétition voie (coord. structure) | Code type de voie (coord. structure) | Libellé type de voie (coord. structure) | Libellé Voie (coord. structure) | Mention distribution (coord. structure) | Bureau cedex (coord. structure) | Code postal (coord. structure) | Code commune (coord. structure) | Libellé commune (coord. structure) | Code pays (coord. structure) | Libellé pays (coord. structure) | Téléphone (coord. structure) | Téléphone 2 (coord. structure) | Télécopie (coord. structure) | Adresse e-mail (coord. structure) | Code Département (structure) | Libellé Département (structure) | Ancien identifiant de la structure | Code secteur d'activité | Libellé secteur d'activité |
|---|
| u32 | str | str | str | str | u32 | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str |
| 278582 | "10000116383" | "30980220500505" | "30980220500505" | "R10100000198782" | 2 | "OEUVRES HOSPITALIERES FRANCAIS… | "ORDRE DE MALTE FRANCE" | "ORDRE DE MALTE FRANCE" | null | "42" | null | null | null | "RUE DES VOLONTAIRES" | null | "75015 PARIS" | "75015" | "75056" | "Paris" | "99000" | "France" | null | null | null | null | null | null | "330980220500505" | "SA28" | "Asso et orga humanitaire" |
| 1394285 | "10000116383" | "30980220500505" | "30980220500505" | "R10100000779807" | 2 | "OEUVRE HOSP FRANC DE L'ORDRE D… | null | null | null | "49" | null | "R" | "Rue" | "DE LA CHAPELLE" | null | "75018 PARIS 18E ARRONDISSEMEN… | "75018" | "75118" | "Paris 18e Arrondissement" | null | null | null | null | null | null | null | null | "330980220500505" | "SA28" | "Asso et orga humanitaire" |
| 840759 | "10000667187" | "18003502402369" | "18003502402369" | "R10100000049794" | 3 | "DRSM NORD PICARDIEELSM 59" | "SITE MAUBEUGE" | null | null | null | null | "PL" | "Place" | "DE WATTIGNIES" | "BP" | "59603 MAUBEUGE" | "59603" | "59392" | "Maubeuge" | null | null | null | null | null | null | null | null | "318003502402369" | "SA24" | "Organisme de Sécurité Sociale" |
| 1677281 | "10000667187" | "18003502402369" | "18003502402369" | "R10100000050000" | 3 | "DRSM NORD PICARDIEELSM 59" | "SITE VALENCIENNES" | null | null | "2" | null | "PL" | "Place" | "DE LA REPUBLIQUE" | "BP" | "59304 VALENCIENNES" | "59304" | "59606" | "Valenciennes" | null | null | null | null | null | null | null | null | "318003502402369" | "SA24" | "Organisme de Sécurité Sociale" |
| 1956358 | "10000667187" | "18003502402369" | "18003502402369" | "R10100000049793" | 3 | "DRSM NORD PICARDIEELSM 59" | "SITE CAMBRAI" | null | null | "10" | null | "R" | "Rue" | "SAINT LAZARE" | "BP" | "59403 CAMBRAI" | "59403" | "59122" | "Cambrai" | null | null | null | null | null | null | null | null | "318003502402369" | "SA24" | "Organisme de Sécurité Sociale" |
| … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … |
| 539023 | "10110592168" | "88085935000014" | "88085935000014" | "R10100000325887" | 2 | "FAREVA PAU" | null | null | null | null | null | "AV" | "Avenue" | "DU BEARN" | null | "64320 IDRON" | "64320" | "64269" | "Idron" | null | null | "0559402100" | null | "0559402119" | null | null | null | "388085935000014" | "SA32" | "Fab. Exploit. Import. Méd. DM" |
| 260720 | "10110597498" | "13000800600038" | "13000800600038" | "R10100000097229" | 2 | "AGENCE REGIONALE SANTE PAYS LO… | null | "DELEGATION TERRITORIALE" | null | "2" | null | null | null | "BOULEVARD MURAT" | null | "53000 LAVAL" | "53000" | "53130" | "Laval" | null | null | null | null | null | null | null | null | "313000800600038" | "SA24" | "Organisme de Sécurité Sociale" |
| 1376341 | "10110597498" | "13000800600038" | "13000800600038" | "R10100000097229" | 2 | "AGENCE REGIONALE SANTE PAYS LO… | null | null | null | "17" | null | "BD" | "Boulevard" | "GASTON DOUMERGUE" | null | "44262 NANTES" | "44262" | "44109" | "Nantes" | null | null | null | null | null | null | null | null | "313000800600038" | "SA24" | "Organisme de Sécurité Sociale" |
| 1658604 | "10110910345" | "18003502401098" | "18003502401098" | "R10100000398898" | 2 | "CAISSE NATIONALE DE L'ASSURANC… | "DRSM DIRECTION REG. DU SERVICE… | "QUARTIER DU LAC" | null | "80" | null | null | null | "AVENUE DE LA JALLERE" | "BP 260" | "33300 BORDEAUX" | "33300" | "33063" | "Bordeaux" | "99000" | "France" | null | null | null | null | null | null | "318003502401098" | "SA24" | "Organisme de Sécurité Sociale" |
| 1937582 | "10110910345" | "18003502401098" | "18003502401098" | "R10100000398898" | 2 | "CAISSE NATIONALE DE L'ASSURANC… | "DRSM DIRECTION REG. DU SERVICE… | null | null | "207" | null | "R" | "Rue" | "FONTAINEBLEAU" | "BP" | "40011 MONT-DE-MARSAN" | "40011" | "40192" | "Mont-de-Marsan" | null | null | null | null | null | null | null | null | "318003502401098" | "SA24" | "Organisme de Sécurité Sociale" |
"
],
"text/plain": [
- "shape: (98, 31)\n",
+ "shape: (81, 31)\n",
"┌─────────┬────────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬───────────┐\n",
"│ index ┆ Identifian ┆ Site_Iden ┆ Numéro ┆ … ┆ Libellé ┆ Ancien ┆ Code ┆ Libellé │\n",
"│ --- ┆ t PP ┆ tifier ┆ SIRET ┆ ┆ Départeme ┆ identifia ┆ secteur ┆ secteur │\n",
@@ -435,49 +437,49 @@
"│ ┆ ┆ ┆ str ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n",
"│ ┆ ┆ ┆ ┆ ┆ str ┆ str ┆ str ┆ str │\n",
"╞═════════╪════════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪═══════════╡\n",
- "│ 270597 ┆ 1000011638 ┆ 309802205 ┆ 309802205 ┆ … ┆ null ┆ 330980220 ┆ SA28 ┆ Asso et │\n",
+ "│ 278582 ┆ 1000011638 ┆ 309802205 ┆ 309802205 ┆ … ┆ null ┆ 330980220 ┆ SA28 ┆ Asso et │\n",
"│ ┆ 3 ┆ 00505 ┆ 00505 ┆ ┆ ┆ 500505 ┆ ┆ orga huma │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ nitaire │\n",
- "│ 1353470 ┆ 1000011638 ┆ 309802205 ┆ 309802205 ┆ … ┆ null ┆ 330980220 ┆ SA28 ┆ Asso et │\n",
+ "│ 1394285 ┆ 1000011638 ┆ 309802205 ┆ 309802205 ┆ … ┆ null ┆ 330980220 ┆ SA28 ┆ Asso et │\n",
"│ ┆ 3 ┆ 00505 ┆ 00505 ┆ ┆ ┆ 500505 ┆ ┆ orga huma │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ nitaire │\n",
- "│ 4214 ┆ 1000053630 ┆ 180035024 ┆ 180035024 ┆ … ┆ null ┆ 318003502 ┆ SA24 ┆ Organisme │\n",
- "│ ┆ 9 ┆ 02369 ┆ 02369 ┆ ┆ ┆ 402369 ┆ ┆ de │\n",
+ "│ 840759 ┆ 1000066718 ┆ 180035024 ┆ 180035024 ┆ … ┆ null ┆ 318003502 ┆ SA24 ┆ Organisme │\n",
+ "│ ┆ 7 ┆ 02369 ┆ 02369 ┆ ┆ ┆ 402369 ┆ ┆ de │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Sécurité │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Sociale │\n",
- "│ 1627221 ┆ 1000053630 ┆ 180035024 ┆ 180035024 ┆ … ┆ null ┆ 318003502 ┆ SA24 ┆ Organisme │\n",
- "│ ┆ 9 ┆ 02369 ┆ 02369 ┆ ┆ ┆ 402369 ┆ ┆ de │\n",
+ "│ 1677281 ┆ 1000066718 ┆ 180035024 ┆ 180035024 ┆ … ┆ null ┆ 318003502 ┆ SA24 ┆ Organisme │\n",
+ "│ ┆ 7 ┆ 02369 ┆ 02369 ┆ ┆ ┆ 402369 ┆ ┆ de │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Sécurité │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Sociale │\n",
- "│ 816501 ┆ 1000066718 ┆ 180035024 ┆ 180035024 ┆ … ┆ null ┆ 318003502 ┆ SA24 ┆ Organisme │\n",
+ "│ 1956358 ┆ 1000066718 ┆ 180035024 ┆ 180035024 ┆ … ┆ null ┆ 318003502 ┆ SA24 ┆ Organisme │\n",
"│ ┆ 7 ┆ 02369 ┆ 02369 ┆ ┆ ┆ 402369 ┆ ┆ de │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Sécurité │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Sociale │\n",
"│ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n",
- "│ 532248 ┆ 1011059216 ┆ 880859350 ┆ 880859350 ┆ … ┆ null ┆ 388085935 ┆ SA32 ┆ Fab. │\n",
+ "│ 539023 ┆ 1011059216 ┆ 880859350 ┆ 880859350 ┆ … ┆ null ┆ 388085935 ┆ SA32 ┆ Fab. │\n",
"│ ┆ 8 ┆ 00014 ┆ 00014 ┆ ┆ ┆ 000014 ┆ ┆ Exploit. │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Import. │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Méd. DM │\n",
- "│ 1344743 ┆ 1011059749 ┆ 130008006 ┆ 130008006 ┆ … ┆ null ┆ 313000800 ┆ SA24 ┆ Organisme │\n",
+ "│ 260720 ┆ 1011059749 ┆ 130008006 ┆ 130008006 ┆ … ┆ null ┆ 313000800 ┆ SA24 ┆ Organisme │\n",
"│ ┆ 8 ┆ 00038 ┆ 00038 ┆ ┆ ┆ 600038 ┆ ┆ de │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Sécurité │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Sociale │\n",
- "│ 2156205 ┆ 1011059749 ┆ 130008006 ┆ 130008006 ┆ … ┆ null ┆ 313000800 ┆ SA24 ┆ Organisme │\n",
+ "│ 1376341 ┆ 1011059749 ┆ 130008006 ┆ 130008006 ┆ … ┆ null ┆ 313000800 ┆ SA24 ┆ Organisme │\n",
"│ ┆ 8 ┆ 00038 ┆ 00038 ┆ ┆ ┆ 600038 ┆ ┆ de │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Sécurité │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Sociale │\n",
- "│ 1618789 ┆ 1011091034 ┆ 180035024 ┆ 180035024 ┆ … ┆ null ┆ 318003502 ┆ SA24 ┆ Organisme │\n",
+ "│ 1658604 ┆ 1011091034 ┆ 180035024 ┆ 180035024 ┆ … ┆ null ┆ 318003502 ┆ SA24 ┆ Organisme │\n",
"│ ┆ 5 ┆ 01098 ┆ 01098 ┆ ┆ ┆ 401098 ┆ ┆ de │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Sécurité │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Sociale │\n",
- "│ 1889827 ┆ 1011091034 ┆ 180035024 ┆ 180035024 ┆ … ┆ null ┆ 318003502 ┆ SA24 ┆ Organisme │\n",
+ "│ 1937582 ┆ 1011091034 ┆ 180035024 ┆ 180035024 ┆ … ┆ null ┆ 318003502 ┆ SA24 ┆ Organisme │\n",
"│ ┆ 5 ┆ 01098 ┆ 01098 ┆ ┆ ┆ 401098 ┆ ┆ de │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Sécurité │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Sociale │\n",
"└─────────┴────────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴───────────┘"
]
},
- "execution_count": 64,
+ "execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
@@ -522,7 +524,7 @@
},
{
"cell_type": "code",
- "execution_count": 65,
+ "execution_count": 9,
"id": "c1fd01e419f4ccc9",
"metadata": {
"ExecuteTime": {
@@ -540,7 +542,7 @@
},
{
"cell_type": "code",
- "execution_count": 66,
+ "execution_count": 10,
"id": "7838523925fc85ee",
"metadata": {
"ExecuteTime": {
@@ -553,8 +555,8 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "CPU times: total: 19.8 s\n",
- "Wall time: 4.43 s\n"
+ "CPU times: total: 2.84 s\n",
+ "Wall time: 596 ms\n"
]
},
{
@@ -567,10 +569,10 @@
" white-space: pre-wrap;\n",
"}\n",
"\n",
- "shape: (4_190, 31)| index | Identifiant PP | Site_Identifier | Numéro SIRET site | Identifiant technique de la structure | Site_Info_Variations_Count | Raison sociale site | Enseigne commerciale site | Complément destinataire (coord. structure) | Complément point géographique (coord. structure) | Numéro Voie (coord. structure) | Indice répétition voie (coord. structure) | Code type de voie (coord. structure) | Libellé type de voie (coord. structure) | Libellé Voie (coord. structure) | Mention distribution (coord. structure) | Bureau cedex (coord. structure) | Code postal (coord. structure) | Code commune (coord. structure) | Libellé commune (coord. structure) | Code pays (coord. structure) | Libellé pays (coord. structure) | Téléphone (coord. structure) | Téléphone 2 (coord. structure) | Télécopie (coord. structure) | Adresse e-mail (coord. structure) | Code Département (structure) | Libellé Département (structure) | Ancien identifiant de la structure | Code secteur d'activité | Libellé secteur d'activité |
|---|
| u32 | str | str | str | str | u32 | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str |
| 127508 | "10100002293" | "05650171100115" | "05650171100115" | "R10000001502146" | 2 | "BECTON DICKINSON FRANCE" | null | null | null | "11" | null | "R" | "Rue" | "RUE ARISTIDE BERGES" | null | "38801 LE PONT DE CLAIX CEDEX" | "38801" | "38317" | "Le Pont-de-Claix" | "99000" | "France" | null | null | null | null | null | null | "305650171100115" | "SA32" | "Fab. Exploit. Import. Méd. DM" |
| 285182 | "10001806768" | "05650171100115" | "05650171100115" | "R10000001502146" | 2 | "BECTON DICKINSON FRANCE" | null | null | null | "11" | null | "R" | "Rue" | "RUE ARISTIDE BERGES" | null | "38801 LE PONT DE CLAIX CEDEX" | "38801" | "38317" | "Le Pont-de-Claix" | "99000" | "France" | null | null | null | null | null | null | "305650171100115" | "SA32" | "Fab. Exploit. Import. Méd. DM" |
| 466100 | "10104800411" | "05650171100115" | "05650171100115" | "R10000001502146" | 2 | "BECTON DICKINSON FRANCE" | null | null | null | "11" | null | "R" | "Rue" | "RUE ARISTIDE BERGES" | null | "38801 LE PONT DE CLAIX CEDEX" | "38801" | "38317" | "Le Pont-de-Claix" | "99000" | "France" | null | null | null | null | null | null | "305650171100115" | "SA32" | "Fab. Exploit. Import. Méd. DM" |
| 722626 | "10103687157" | "05650171100115" | "05650171100115" | "R10000001502146" | 2 | "BECTON DICKINSON FRANCE" | null | null | null | "11" | null | "R" | "Rue" | "RUE ARISTIDE BERGES" | null | "38801 LE PONT DE CLAIX CEDEX" | "38801" | "38317" | "Le Pont-de-Claix" | "99000" | "France" | null | null | null | null | null | null | "305650171100115" | "SA32" | "Fab. Exploit. Import. Méd. DM" |
| 826390 | "10001796597" | "05650171100115" | "05650171100115" | "R10000001502146" | 2 | "BECTON DICKINSON FRANCE" | null | null | null | "11" | null | "R" | "Rue" | "RUE ARISTIDE BERGES" | null | "38801 LE PONT DE CLAIX CEDEX" | "38801" | "38317" | "Le Pont-de-Claix" | "99000" | "France" | null | null | null | null | null | null | "305650171100115" | "SA32" | "Fab. Exploit. Import. Méd. DM" |
| … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … |
| 793647 | "10109869403" | "98452619400019" | "98452619400019" | "R10100000673943" | 2 | "SELARL CENTRE DE PODOLOGIE SPO… | "SELARL CENTRE DE PODOLOGIE SPO… | null | null | "8" | null | "R" | "Rue" | "GEORGES NEGREVERGNE" | null | "33700 MERIGNAC" | "33700" | "33281" | "Mérignac" | "99000" | "France" | null | null | null | null | null | null | "398452619400019" | "SA09" | "Exercice en Société" |
| 1500531 | "10101293263" | "98452619400019" | "98452619400019" | "R10100000673943" | 2 | "SELARL CENTRE DE PODOLOGIE SPO… | "SELARL CENTRE DE PODOLOGIE SPO… | null | null | "8" | null | "R" | "Rue" | "GEORGES NEGREVERGNE" | null | "33700 MERIGNAC" | "33700" | "33281" | "Mérignac" | "99000" | "France" | null | null | null | null | null | null | "398452619400019" | "SA09" | "Exercice en Société" |
| 1852947 | "10108015131" | "98452619400019" | "98452619400019" | "R10100000673943" | 2 | "SELARL CENTRE DE PODOLOGIE SPO… | "SELARL CENTRE DE PODOLOGIE SPO… | null | null | "8" | null | "R" | "Rue" | "GEORGES NEGREVERGNE" | null | "33700 MERIGNAC" | "33700" | "33281" | "Mérignac" | "99000" | "France" | null | null | null | null | null | null | "398452619400019" | "SA09" | "Exercice en Société" |
| 1571945 | "10107235243" | "99882350430834" | "99882350430834" | "R10100000554688" | 2 | "ADECCO FRANCE" | "ADECCO" | null | "PARC VALMY PARK AVENUE BAT A 1… | "8" | "D" | null | null | "RUE JEANNE BARRET" | null | "21000 DIJON" | "21000" | "21231" | "Dijon" | "99000" | "France" | null | null | null | null | null | null | "399882350430834" | "SA11" | "Entreprise d'intérim" |
| 1590681 | "10108693036" | "99882350430834" | "99882350430834" | "R10100000413248" | 2 | "ADECCO MEDICAL" | null | null | null | "8" | "D" | "R" | "Rue" | "JEANNE BARRET" | null | "21000 DIJON" | "21000" | "21231" | "Dijon" | "99000" | "France" | null | null | null | null | null | null | "399882350430834" | "SA11" | "Entreprise d'intérim" |
"
+ "shape: (4_350, 31)| index | Identifiant PP | Site_Identifier | Numéro SIRET site | Identifiant technique de la structure | Site_Info_Variations_Count | Raison sociale site | Enseigne commerciale site | Complément destinataire (coord. structure) | Complément point géographique (coord. structure) | Numéro Voie (coord. structure) | Indice répétition voie (coord. structure) | Code type de voie (coord. structure) | Libellé type de voie (coord. structure) | Libellé Voie (coord. structure) | Mention distribution (coord. structure) | Bureau cedex (coord. structure) | Code postal (coord. structure) | Code commune (coord. structure) | Libellé commune (coord. structure) | Code pays (coord. structure) | Libellé pays (coord. structure) | Téléphone (coord. structure) | Téléphone 2 (coord. structure) | Télécopie (coord. structure) | Adresse e-mail (coord. structure) | Code Département (structure) | Libellé Département (structure) | Ancien identifiant de la structure | Code secteur d'activité | Libellé secteur d'activité |
|---|
| u32 | str | str | str | str | u32 | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str | str |
| 126741 | "10100002293" | "05650171100115" | "05650171100115" | "R10000001502146" | 2 | "BECTON DICKINSON FRANCE" | null | null | null | "11" | null | "R" | "Rue" | "RUE ARISTIDE BERGES" | null | "38801 LE PONT DE CLAIX CEDEX" | "38801" | "38317" | "Le Pont-de-Claix" | "99000" | "France" | null | null | null | null | null | null | "305650171100115" | "SA32" | "Fab. Exploit. Import. Méd. DM" |
| 292886 | "10001806768" | "05650171100115" | "05650171100115" | "R10000001502146" | 2 | "BECTON DICKINSON FRANCE" | null | null | null | "11" | null | "R" | "Rue" | "RUE ARISTIDE BERGES" | null | "38801 LE PONT DE CLAIX CEDEX" | "38801" | "38317" | "Le Pont-de-Claix" | "99000" | "France" | null | null | null | null | null | null | "305650171100115" | "SA32" | "Fab. Exploit. Import. Méd. DM" |
| 473490 | "10104800411" | "05650171100115" | "05650171100115" | "R10000001502146" | 2 | "BECTON DICKINSON FRANCE" | null | null | null | "11" | null | "R" | "Rue" | "RUE ARISTIDE BERGES" | null | "38801 LE PONT DE CLAIX CEDEX" | "38801" | "38317" | "Le Pont-de-Claix" | "99000" | "France" | null | null | null | null | null | null | "305650171100115" | "SA32" | "Fab. Exploit. Import. Méd. DM" |
| 738289 | "10103687157" | "05650171100115" | "05650171100115" | "R10000001502146" | 2 | "BECTON DICKINSON FRANCE" | null | null | null | "11" | null | "R" | "Rue" | "RUE ARISTIDE BERGES" | null | "38801 LE PONT DE CLAIX CEDEX" | "38801" | "38317" | "Le Pont-de-Claix" | "99000" | "France" | null | null | null | null | null | null | "305650171100115" | "SA32" | "Fab. Exploit. Import. Méd. DM" |
| 850421 | "10001796597" | "05650171100115" | "05650171100115" | "R10000001502146" | 2 | "BECTON DICKINSON FRANCE" | null | null | null | "11" | null | "R" | "Rue" | "RUE ARISTIDE BERGES" | null | "38801 LE PONT DE CLAIX CEDEX" | "38801" | "38317" | "Le Pont-de-Claix" | "99000" | "France" | null | null | null | null | null | null | "305650171100115" | "SA32" | "Fab. Exploit. Import. Méd. DM" |
| … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … | … |
| 808716 | "10109869403" | "98452619400019" | "98452619400019" | "R10100000673943" | 2 | "SELARL CENTRE DE PODOLOGIE SPO… | "SELARL CENTRE DE PODOLOGIE SPO… | null | null | "8" | null | "R" | "Rue" | "GEORGES NEGREVERGNE" | null | "33700 MERIGNAC" | "33700" | "33281" | "Mérignac" | "99000" | "France" | null | null | null | null | null | null | "398452619400019" | "SA09" | "Exercice en Société" |
| 1541009 | "10101293263" | "98452619400019" | "98452619400019" | "R10100000673943" | 2 | "SELARL CENTRE DE PODOLOGIE SPO… | "SELARL CENTRE DE PODOLOGIE SPO… | null | null | "8" | null | "R" | "Rue" | "GEORGES NEGREVERGNE" | null | "33700 MERIGNAC" | "33700" | "33281" | "Mérignac" | "99000" | "France" | null | null | null | null | null | null | "398452619400019" | "SA09" | "Exercice en Société" |
| 1900660 | "10108015131" | "98452619400019" | "98452619400019" | "R10100000673943" | 2 | "SELARL CENTRE DE PODOLOGIE SPO… | "SELARL CENTRE DE PODOLOGIE SPO… | null | null | "8" | null | "R" | "Rue" | "GEORGES NEGREVERGNE" | null | "33700 MERIGNAC" | "33700" | "33281" | "Mérignac" | "99000" | "France" | null | null | null | null | null | null | "398452619400019" | "SA09" | "Exercice en Société" |
| 1611683 | "10107235243" | "99882350430834" | "99882350430834" | "R10100000554688" | 2 | "ADECCO FRANCE" | "ADECCO" | null | "PARC VALMY PARK AVENUE BAT A 1… | "8" | "D" | null | null | "RUE JEANNE BARRET" | null | "21000 DIJON" | "21000" | "21231" | "Dijon" | "99000" | "France" | null | null | null | null | null | null | "399882350430834" | "SA11" | "Entreprise d'intérim" |
| 1630338 | "10108693036" | "99882350430834" | "99882350430834" | "R10100000413248" | 2 | "ADECCO MEDICAL" | null | null | null | "8" | "D" | "R" | "Rue" | "JEANNE BARRET" | null | "21000 DIJON" | "21000" | "21231" | "Dijon" | "99000" | "France" | null | null | null | null | null | null | "399882350430834" | "SA11" | "Entreprise d'intérim" |
"
],
"text/plain": [
- "shape: (4_190, 31)\n",
+ "shape: (4_350, 31)\n",
"┌─────────┬────────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬───────────┐\n",
"│ index ┆ Identifian ┆ Site_Iden ┆ Numéro ┆ … ┆ Libellé ┆ Ancien ┆ Code ┆ Libellé │\n",
"│ --- ┆ t PP ┆ tifier ┆ SIRET ┆ ┆ Départeme ┆ identifia ┆ secteur ┆ secteur │\n",
@@ -579,46 +581,46 @@
"│ ┆ ┆ ┆ str ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n",
"│ ┆ ┆ ┆ ┆ ┆ str ┆ str ┆ str ┆ str │\n",
"╞═════════╪════════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪═══════════╡\n",
- "│ 127508 ┆ 1010000229 ┆ 056501711 ┆ 056501711 ┆ … ┆ null ┆ 305650171 ┆ SA32 ┆ Fab. │\n",
+ "│ 126741 ┆ 1010000229 ┆ 056501711 ┆ 056501711 ┆ … ┆ null ┆ 305650171 ┆ SA32 ┆ Fab. │\n",
"│ ┆ 3 ┆ 00115 ┆ 00115 ┆ ┆ ┆ 100115 ┆ ┆ Exploit. │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Import. │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Méd. DM │\n",
- "│ 285182 ┆ 1000180676 ┆ 056501711 ┆ 056501711 ┆ … ┆ null ┆ 305650171 ┆ SA32 ┆ Fab. │\n",
+ "│ 292886 ┆ 1000180676 ┆ 056501711 ┆ 056501711 ┆ … ┆ null ┆ 305650171 ┆ SA32 ┆ Fab. │\n",
"│ ┆ 8 ┆ 00115 ┆ 00115 ┆ ┆ ┆ 100115 ┆ ┆ Exploit. │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Import. │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Méd. DM │\n",
- "│ 466100 ┆ 1010480041 ┆ 056501711 ┆ 056501711 ┆ … ┆ null ┆ 305650171 ┆ SA32 ┆ Fab. │\n",
+ "│ 473490 ┆ 1010480041 ┆ 056501711 ┆ 056501711 ┆ … ┆ null ┆ 305650171 ┆ SA32 ┆ Fab. │\n",
"│ ┆ 1 ┆ 00115 ┆ 00115 ┆ ┆ ┆ 100115 ┆ ┆ Exploit. │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Import. │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Méd. DM │\n",
- "│ 722626 ┆ 1010368715 ┆ 056501711 ┆ 056501711 ┆ … ┆ null ┆ 305650171 ┆ SA32 ┆ Fab. │\n",
+ "│ 738289 ┆ 1010368715 ┆ 056501711 ┆ 056501711 ┆ … ┆ null ┆ 305650171 ┆ SA32 ┆ Fab. │\n",
"│ ┆ 7 ┆ 00115 ┆ 00115 ┆ ┆ ┆ 100115 ┆ ┆ Exploit. │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Import. │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Méd. DM │\n",
- "│ 826390 ┆ 1000179659 ┆ 056501711 ┆ 056501711 ┆ … ┆ null ┆ 305650171 ┆ SA32 ┆ Fab. │\n",
+ "│ 850421 ┆ 1000179659 ┆ 056501711 ┆ 056501711 ┆ … ┆ null ┆ 305650171 ┆ SA32 ┆ Fab. │\n",
"│ ┆ 7 ┆ 00115 ┆ 00115 ┆ ┆ ┆ 100115 ┆ ┆ Exploit. │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Import. │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Méd. DM │\n",
"│ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n",
- "│ 793647 ┆ 1010986940 ┆ 984526194 ┆ 984526194 ┆ … ┆ null ┆ 398452619 ┆ SA09 ┆ Exercice │\n",
+ "│ 808716 ┆ 1010986940 ┆ 984526194 ┆ 984526194 ┆ … ┆ null ┆ 398452619 ┆ SA09 ┆ Exercice │\n",
"│ ┆ 3 ┆ 00019 ┆ 00019 ┆ ┆ ┆ 400019 ┆ ┆ en │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Société │\n",
- "│ 1500531 ┆ 1010129326 ┆ 984526194 ┆ 984526194 ┆ … ┆ null ┆ 398452619 ┆ SA09 ┆ Exercice │\n",
+ "│ 1541009 ┆ 1010129326 ┆ 984526194 ┆ 984526194 ┆ … ┆ null ┆ 398452619 ┆ SA09 ┆ Exercice │\n",
"│ ┆ 3 ┆ 00019 ┆ 00019 ┆ ┆ ┆ 400019 ┆ ┆ en │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Société │\n",
- "│ 1852947 ┆ 1010801513 ┆ 984526194 ┆ 984526194 ┆ … ┆ null ┆ 398452619 ┆ SA09 ┆ Exercice │\n",
+ "│ 1900660 ┆ 1010801513 ┆ 984526194 ┆ 984526194 ┆ … ┆ null ┆ 398452619 ┆ SA09 ┆ Exercice │\n",
"│ ┆ 1 ┆ 00019 ┆ 00019 ┆ ┆ ┆ 400019 ┆ ┆ en │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ Société │\n",
- "│ 1571945 ┆ 1010723524 ┆ 998823504 ┆ 998823504 ┆ … ┆ null ┆ 399882350 ┆ SA11 ┆ Entrepris │\n",
+ "│ 1611683 ┆ 1010723524 ┆ 998823504 ┆ 998823504 ┆ … ┆ null ┆ 399882350 ┆ SA11 ┆ Entrepris │\n",
"│ ┆ 3 ┆ 30834 ┆ 30834 ┆ ┆ ┆ 430834 ┆ ┆ e │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ d'intérim │\n",
- "│ 1590681 ┆ 1010869303 ┆ 998823504 ┆ 998823504 ┆ … ┆ null ┆ 399882350 ┆ SA11 ┆ Entrepris │\n",
+ "│ 1630338 ┆ 1010869303 ┆ 998823504 ┆ 998823504 ┆ … ┆ null ┆ 399882350 ┆ SA11 ┆ Entrepris │\n",
"│ ┆ 6 ┆ 30834 ┆ 30834 ┆ ┆ ┆ 430834 ┆ ┆ e │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ d'intérim │\n",
"└─────────┴────────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴───────────┘"
]
},
- "execution_count": 66,
+ "execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
@@ -654,7 +656,7 @@
},
{
"cell_type": "code",
- "execution_count": 67,
+ "execution_count": 11,
"id": "416184f32f973a71",
"metadata": {
"ExecuteTime": {
@@ -672,7 +674,7 @@
},
{
"cell_type": "code",
- "execution_count": 68,
+ "execution_count": 12,
"id": "84549f83ce5e92f",
"metadata": {
"ExecuteTime": {
@@ -685,8 +687,8 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "CPU times: total: 11 s\n",
- "Wall time: 2.96 s\n"
+ "CPU times: total: 3.77 s\n",
+ "Wall time: 685 ms\n"
]
},
{
@@ -699,10 +701,10 @@
" white-space: pre-wrap;\n",
"}\n",
"\n",
- "shape: (25_389, 12)| index | Identifiant PP | Site_Identifier_Global | Numéro FINESS site | Numéro SIRET site | Identifiant technique de la structure | Activites_Count | Libellé profession | Libellé savoir-faire | Libellé mode exercice | Libellé rôle | Libellé genre activité |
|---|
| u32 | str | str | str | str | str | u32 | str | str | str | str | str |
| 1352840 | "10000017979" | "130786445" | "130786445" | "30247736900011" | "F130786445" | 2 | "Ostéopathe" | null | "Salarié" | "Salarié en poste fixe" | "Activité standard de soin ou d… |
| 1893982 | "10000017979" | "130786445" | "130786445" | "30247736900011" | "F130786445" | 2 | "Sage-Femme" | null | "Salarié" | "Fonction non définie" | "Activité standard de soin ou d… |
| 270269 | "10000070283" | "39784090100011" | null | "39784090100011" | "R10000002500225" | 2 | "Chirurgien-Dentiste" | null | "Salarié" | "Salarié en poste fixe" | "Activité standard de soin ou d… |
| 811380 | "10000070283" | "39784090100011" | null | "39784090100011" | "R10000002500225" | 2 | "Chirurgien-Dentiste" | null | "Salarié" | "Fonction non définie" | "Activité non soignante" |
| 540586 | "10000086842" | "860012228" | "860012228" | "13001256000038" | "F860012228" | 2 | "Psychologue" | null | "Salarié" | "Salarié en poste fixe" | "Activité standard de soin ou d… |
| … | … | … | … | … | … | … | … | … | … | … | … |
| 538572 | "10111123542" | "970400016" | "970400016" | "26974214400034" | "F970400016" | 2 | "Psychologue" | null | "Salarié" | "Salarié en poste fixe" | "Activité standard de soin ou d… |
| 538882 | "10111252994" | "250006954" | "250006954" | "26250176000264" | "F250006954" | 2 | "Psychothérapeute" | null | "Salarié" | "Salarié en poste fixe" | "Activité standard de soin ou d… |
| 2162932 | "10111252994" | "250006954" | "250006954" | "26250176000264" | "F250006954" | 2 | "Psychologue" | null | "Salarié" | "Salarié en poste fixe" | "Activité standard de soin ou d… |
| 2163446 | "10111293121" | "490540218" | "490540218" | "77568873211159" | "F490540218" | 2 | "Infirmier" | null | "Salarié" | "Salarié en poste fixe" | "Activité standard de soin ou d… |
| 2163447 | "10111293121" | "490540218" | "490540218" | "77568873211159" | "F490540218" | 2 | "Infirmier" | null | "Salarié" | "Cadre de santé de proximité" | "Activité non soignante" |
"
+ "shape: (25_105, 12)| index | Identifiant PP | Site_Identifier_Global | Numéro FINESS site | Numéro SIRET site | Identifiant technique de la structure | Activites_Count | Libellé profession | Libellé savoir-faire | Libellé mode exercice | Libellé rôle | Libellé genre activité |
|---|
| u32 | str | str | str | str | str | u32 | str | str | str | str | str |
| 1393660 | "10000017979" | "130786445" | "130786445" | "30247736900011" | "F130786445" | 2 | "Ostéopathe" | null | "Salarié" | "Salarié en poste fixe" | "Activité standard de soin ou d… |
| 1951128 | "10000017979" | "130786445" | "130786445" | "30247736900011" | "F130786445" | 2 | "Sage-Femme" | null | "Salarié" | "Fonction non définie" | "Activité standard de soin ou d… |
| 556685 | "10000086842" | "860012228" | "860012228" | "13001256000038" | "F860012228" | 2 | "Psychologue" | null | "Salarié" | "Salarié en poste fixe" | "Activité standard de soin ou d… |
| 1951541 | "10000086842" | "860012228" | "860012228" | "13001256000038" | "F860012228" | 2 | "Psychothérapeute" | null | "Salarié" | "Salarié en poste fixe" | "Activité standard de soin ou d… |
| 278389 | "10000090869" | "110000023" | "110000023" | "26110002800149" | "F110000023" | 2 | "Sage-Femme" | null | "Salarié" | "Fonction non définie" | "Activité standard de soin ou d… |
| … | … | … | … | … | … | … | … | … | … | … | … |
| 2225628 | "10111685458" | "670000025" | "670000025" | "26670057400012" | "F670000025" | 2 | "Chirurgien-Dentiste" | null | "Salarié" | "Salarié en poste fixe" | "Activité standard de soin ou d… |
| 275095 | "10111753363" | "13002370800014" | null | "13002370800014" | "R10100000794696" | 2 | "Infirmier" | null | "Salarié" | "Salarié en poste fixe" | "Activité standard de soin ou d… |
| 275096 | "10111753363" | "13002370800014" | null | "13002370800014" | "R10100000794696" | 2 | "Psychologue" | null | "Salarié" | "Salarié en poste fixe" | "Activité standard de soin ou d… |
| 276592 | "10111877634" | "210987632" | "210987632" | "26210006800010" | "F210987632" | 2 | "Psychothérapeute" | null | "Salarié" | "Salarié en poste fixe" | "Activité standard de soin ou d… |
| 1392260 | "10111877634" | "210987632" | "210987632" | "26210006800010" | "F210987632" | 2 | "Psychologue" | null | "Salarié" | "Salarié en poste fixe" | "Activité standard de soin ou d… |
"
],
"text/plain": [
- "shape: (25_389, 12)\n",
+ "shape: (25_105, 12)\n",
"┌─────────┬────────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬───────────┐\n",
"│ index ┆ Identifian ┆ Site_Iden ┆ Numéro ┆ … ┆ Libellé ┆ Libellé ┆ Libellé ┆ Libellé │\n",
"│ --- ┆ t PP ┆ tifier_Gl ┆ FINESS ┆ ┆ savoir-fa ┆ mode ┆ rôle ┆ genre │\n",
@@ -710,49 +712,51 @@
"│ ┆ str ┆ --- ┆ --- ┆ ┆ --- ┆ --- ┆ str ┆ --- │\n",
"│ ┆ ┆ str ┆ str ┆ ┆ str ┆ str ┆ ┆ str │\n",
"╞═════════╪════════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪═══════════╡\n",
- "│ 1352840 ┆ 1000001797 ┆ 130786445 ┆ 130786445 ┆ … ┆ null ┆ Salarié ┆ Salarié ┆ Activité │\n",
+ "│ 1393660 ┆ 1000001797 ┆ 130786445 ┆ 130786445 ┆ … ┆ null ┆ Salarié ┆ Salarié ┆ Activité │\n",
"│ ┆ 9 ┆ ┆ ┆ ┆ ┆ ┆ en poste ┆ standard │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ fixe ┆ de soin │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ou d… │\n",
- "│ 1893982 ┆ 1000001797 ┆ 130786445 ┆ 130786445 ┆ … ┆ null ┆ Salarié ┆ Fonction ┆ Activité │\n",
+ "│ 1951128 ┆ 1000001797 ┆ 130786445 ┆ 130786445 ┆ … ┆ null ┆ Salarié ┆ Fonction ┆ Activité │\n",
"│ ┆ 9 ┆ ┆ ┆ ┆ ┆ ┆ non ┆ standard │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ définie ┆ de soin │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ou d… │\n",
- "│ 270269 ┆ 1000007028 ┆ 397840901 ┆ null ┆ … ┆ null ┆ Salarié ┆ Salarié ┆ Activité │\n",
- "│ ┆ 3 ┆ 00011 ┆ ┆ ┆ ┆ ┆ en poste ┆ standard │\n",
- "│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ fixe ┆ de soin │\n",
- "│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ou d… │\n",
- "│ 811380 ┆ 1000007028 ┆ 397840901 ┆ null ┆ … ┆ null ┆ Salarié ┆ Fonction ┆ Activité │\n",
- "│ ┆ 3 ┆ 00011 ┆ ┆ ┆ ┆ ┆ non ┆ non │\n",
- "│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ définie ┆ soignante │\n",
- "│ 540586 ┆ 1000008684 ┆ 860012228 ┆ 860012228 ┆ … ┆ null ┆ Salarié ┆ Salarié ┆ Activité │\n",
+ "│ 556685 ┆ 1000008684 ┆ 860012228 ┆ 860012228 ┆ … ┆ null ┆ Salarié ┆ Salarié ┆ Activité │\n",
"│ ┆ 2 ┆ ┆ ┆ ┆ ┆ ┆ en poste ┆ standard │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ fixe ┆ de soin │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ou d… │\n",
+ "│ 1951541 ┆ 1000008684 ┆ 860012228 ┆ 860012228 ┆ … ┆ null ┆ Salarié ┆ Salarié ┆ Activité │\n",
+ "│ ┆ 2 ┆ ┆ ┆ ┆ ┆ ┆ en poste ┆ standard │\n",
+ "│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ fixe ┆ de soin │\n",
+ "│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ou d… │\n",
+ "│ 278389 ┆ 1000009086 ┆ 110000023 ┆ 110000023 ┆ … ┆ null ┆ Salarié ┆ Fonction ┆ Activité │\n",
+ "│ ┆ 9 ┆ ┆ ┆ ┆ ┆ ┆ non ┆ standard │\n",
+ "│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ définie ┆ de soin │\n",
+ "│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ou d… │\n",
"│ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n",
- "│ 538572 ┆ 1011112354 ┆ 970400016 ┆ 970400016 ┆ … ┆ null ┆ Salarié ┆ Salarié ┆ Activité │\n",
- "│ ┆ 2 ┆ ┆ ┆ ┆ ┆ ┆ en poste ┆ standard │\n",
+ "│ 2225628 ┆ 1011168545 ┆ 670000025 ┆ 670000025 ┆ … ┆ null ┆ Salarié ┆ Salarié ┆ Activité │\n",
+ "│ ┆ 8 ┆ ┆ ┆ ┆ ┆ ┆ en poste ┆ standard │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ fixe ┆ de soin │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ou d… │\n",
- "│ 538882 ┆ 1011125299 ┆ 250006954 ┆ 250006954 ┆ … ┆ null ┆ Salarié ┆ Salarié ┆ Activité │\n",
+ "│ 275095 ┆ 1011175336 ┆ 130023708 ┆ null ┆ … ┆ null ┆ Salarié ┆ Salarié ┆ Activité │\n",
+ "│ ┆ 3 ┆ 00014 ┆ ┆ ┆ ┆ ┆ en poste ┆ standard │\n",
+ "│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ fixe ┆ de soin │\n",
+ "│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ou d… │\n",
+ "│ 275096 ┆ 1011175336 ┆ 130023708 ┆ null ┆ … ┆ null ┆ Salarié ┆ Salarié ┆ Activité │\n",
+ "│ ┆ 3 ┆ 00014 ┆ ┆ ┆ ┆ ┆ en poste ┆ standard │\n",
+ "│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ fixe ┆ de soin │\n",
+ "│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ou d… │\n",
+ "│ 276592 ┆ 1011187763 ┆ 210987632 ┆ 210987632 ┆ … ┆ null ┆ Salarié ┆ Salarié ┆ Activité │\n",
"│ ┆ 4 ┆ ┆ ┆ ┆ ┆ ┆ en poste ┆ standard │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ fixe ┆ de soin │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ou d… │\n",
- "│ 2162932 ┆ 1011125299 ┆ 250006954 ┆ 250006954 ┆ … ┆ null ┆ Salarié ┆ Salarié ┆ Activité │\n",
+ "│ 1392260 ┆ 1011187763 ┆ 210987632 ┆ 210987632 ┆ … ┆ null ┆ Salarié ┆ Salarié ┆ Activité │\n",
"│ ┆ 4 ┆ ┆ ┆ ┆ ┆ ┆ en poste ┆ standard │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ fixe ┆ de soin │\n",
"│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ou d… │\n",
- "│ 2163446 ┆ 1011129312 ┆ 490540218 ┆ 490540218 ┆ … ┆ null ┆ Salarié ┆ Salarié ┆ Activité │\n",
- "│ ┆ 1 ┆ ┆ ┆ ┆ ┆ ┆ en poste ┆ standard │\n",
- "│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ fixe ┆ de soin │\n",
- "│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ ou d… │\n",
- "│ 2163447 ┆ 1011129312 ┆ 490540218 ┆ 490540218 ┆ … ┆ null ┆ Salarié ┆ Cadre de ┆ Activité │\n",
- "│ ┆ 1 ┆ ┆ ┆ ┆ ┆ ┆ santé de ┆ non │\n",
- "│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ proximité ┆ soignante │\n",
"└─────────┴────────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴───────────┘"
]
},
- "execution_count": 68,
+ "execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
@@ -800,7 +804,7 @@
},
{
"cell_type": "code",
- "execution_count": 69,
+ "execution_count": 13,
"id": "6f7025a7c08b54b4",
"metadata": {
"ExecuteTime": {
@@ -818,7 +822,7 @@
},
{
"cell_type": "code",
- "execution_count": 70,
+ "execution_count": 14,
"id": "b18d9ba71ba63d9d",
"metadata": {
"ExecuteTime": {
@@ -831,8 +835,8 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "CPU times: total: 5.33 s\n",
- "Wall time: 1.5 s\n"
+ "CPU times: total: 2.53 s\n",
+ "Wall time: 483 ms\n"
]
},
{
@@ -845,30 +849,30 @@
" white-space: pre-wrap;\n",
"}\n",
"\n",
- "shape: (88_845, 5)| index | Identifiant PP | Profession_Count | Libellé profession | Libellé savoir-faire |
|---|
| u32 | str | u32 | str | str |
| 74 | "10000013150" | 2 | "Médecin" | "Psychiatrie" |
| 269913 | "10000013150" | 2 | "Psychothérapeute" | null |
| 1352840 | "10000017979" | 2 | "Ostéopathe" | null |
| 1893982 | "10000017979" | 2 | "Sage-Femme" | null |
| 811125 | "10000029966" | 2 | "Sage-Femme" | null |
| … | … | … | … | … |
| 1352396 | "10111320304" | 2 | "Psychothérapeute" | null |
| 269545 | "10111320379" | 2 | "Psychothérapeute" | null |
| 810601 | "10111320379" | 2 | "Psychologue" | null |
| 539711 | "10111321468" | 2 | "Psychothérapeute" | null |
| 1352414 | "10111321468" | 2 | "Psychologue" | null |
"
+ "shape: (91_163, 5)| index | Identifiant PP | Profession_Count | Libellé profession | Libellé savoir-faire |
|---|
| u32 | str | u32 | str | str |
| 78 | "10000013150" | 2 | "Médecin" | "Psychiatrie" |
| 277918 | "10000013150" | 2 | "Psychothérapeute" | null |
| 1393660 | "10000017979" | 2 | "Ostéopathe" | null |
| 1951128 | "10000017979" | 2 | "Sage-Femme" | null |
| 835571 | "10000029966" | 2 | "Sage-Femme" | null |
| … | … | … | … | … |
| 1670279 | "10111847264" | 2 | "Psychologue" | null |
| 1391880 | "10111849799" | 2 | "Psychothérapeute" | null |
| 1670314 | "10111849799" | 2 | "Psychologue" | null |
| 276592 | "10111877634" | 2 | "Psychothérapeute" | null |
| 1392260 | "10111877634" | 2 | "Psychologue" | null |
"
],
"text/plain": [
- "shape: (88_845, 5)\n",
+ "shape: (91_163, 5)\n",
"┌─────────┬────────────────┬──────────────────┬────────────────────┬──────────────────────┐\n",
"│ index ┆ Identifiant PP ┆ Profession_Count ┆ Libellé profession ┆ Libellé savoir-faire │\n",
"│ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n",
"│ u32 ┆ str ┆ u32 ┆ str ┆ str │\n",
"╞═════════╪════════════════╪══════════════════╪════════════════════╪══════════════════════╡\n",
- "│ 74 ┆ 10000013150 ┆ 2 ┆ Médecin ┆ Psychiatrie │\n",
- "│ 269913 ┆ 10000013150 ┆ 2 ┆ Psychothérapeute ┆ null │\n",
- "│ 1352840 ┆ 10000017979 ┆ 2 ┆ Ostéopathe ┆ null │\n",
- "│ 1893982 ┆ 10000017979 ┆ 2 ┆ Sage-Femme ┆ null │\n",
- "│ 811125 ┆ 10000029966 ┆ 2 ┆ Sage-Femme ┆ null │\n",
+ "│ 78 ┆ 10000013150 ┆ 2 ┆ Médecin ┆ Psychiatrie │\n",
+ "│ 277918 ┆ 10000013150 ┆ 2 ┆ Psychothérapeute ┆ null │\n",
+ "│ 1393660 ┆ 10000017979 ┆ 2 ┆ Ostéopathe ┆ null │\n",
+ "│ 1951128 ┆ 10000017979 ┆ 2 ┆ Sage-Femme ┆ null │\n",
+ "│ 835571 ┆ 10000029966 ┆ 2 ┆ Sage-Femme ┆ null │\n",
"│ … ┆ … ┆ … ┆ … ┆ … │\n",
- "│ 1352396 ┆ 10111320304 ┆ 2 ┆ Psychothérapeute ┆ null │\n",
- "│ 269545 ┆ 10111320379 ┆ 2 ┆ Psychothérapeute ┆ null │\n",
- "│ 810601 ┆ 10111320379 ┆ 2 ┆ Psychologue ┆ null │\n",
- "│ 539711 ┆ 10111321468 ┆ 2 ┆ Psychothérapeute ┆ null │\n",
- "│ 1352414 ┆ 10111321468 ┆ 2 ┆ Psychologue ┆ null │\n",
+ "│ 1670279 ┆ 10111847264 ┆ 2 ┆ Psychologue ┆ null │\n",
+ "│ 1391880 ┆ 10111849799 ┆ 2 ┆ Psychothérapeute ┆ null │\n",
+ "│ 1670314 ┆ 10111849799 ┆ 2 ┆ Psychologue ┆ null │\n",
+ "│ 276592 ┆ 10111877634 ┆ 2 ┆ Psychothérapeute ┆ null │\n",
+ "│ 1392260 ┆ 10111877634 ┆ 2 ┆ Psychologue ┆ null │\n",
"└─────────┴────────────────┴──────────────────┴────────────────────┴──────────────────────┘"
]
},
- "execution_count": 70,
+ "execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
@@ -895,7 +899,7 @@
},
{
"cell_type": "code",
- "execution_count": 71,
+ "execution_count": 15,
"id": "85be468fd3f461d1",
"metadata": {
"ExecuteTime": {
@@ -914,9 +918,21 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3 (ipykernel)",
+ "display_name": "Python 3",
"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": "3.14.3"
}
},
"nbformat": 4,