Overview

Dataset info

Number of variables 12
Number of observations 2819
Total Missing (%) 21.6%
Total size in memory 264.4 KiB
Average record size in memory 96.0 B

Variables types

Numeric 0
Categorical 11
Boolean 0
Date 0
Text (Unique) 1
Rejected 0
Unsupported 0

Warnings

  • adresse_1 has a high cardinality: 2668 distinct values Warning
  • adresse_2 has 1991 / 70.6% missing values Missing
  • adresse_2 has a high cardinality: 784 distinct values Warning
  • adresse_3 has 2608 / 92.5% missing values Missing
  • adresse_3 has a high cardinality: 205 distinct values Warning
  • adresse_4 has 2724 / 96.6% missing values Missing
  • adresse_4 has a high cardinality: 94 distinct values Warning
  • code_postal has a high cardinality: 1582 distinct values Warning
  • denomination_sociale has a high cardinality: 2781 distinct values Warning
  • pays has a high cardinality: 64 distinct values Warning
  • pays_code has a high cardinality: 64 distinct values Warning
  • ville has a high cardinality: 1658 distinct values Warning

Variables

adresse_1
Categorical

Distinct count 2668
Unique (%) 94.6%
Missing (%) 0.0%
Missing (n) 0
1 rue camille desmoulins
 
5
12 avenue Victor Hugo
 
4
3 avenue des Tropiques
 
4
Other values (2665)
2806
Value Count Frequency (%)  
1 rue camille desmoulins 5 0.2%
 
12 avenue Victor Hugo 4 0.1%
 
3 avenue des Tropiques 4 0.1%
 
Avenue du Général de Gaulle 4 0.1%
 
13, rue du docteur Lancereaux 4 0.1%
 
12 avenue de la dame 4 0.1%
 
3 Boulevard Raymond Poincaré 3 0.1%
 
24, rue Erlanger 3 0.1%
 
7 rue Eugène et Armand Peugeot 3 0.1%
 
33 rue de Verdun 3 0.1%
 
Other values (2658) 2782 98.7%
 

adresse_2
Categorical

Distinct count 784
Unique (%) 27.8%
Missing (%) 70.6%
Missing (n) 1991
ZA de Courtaboeuf
 
5
ZI LES TROIS MOULINS
 
3
Suite 500
 
3
Other values (780)
817
(Missing)
1991
Value Count Frequency (%)  
ZA de Courtaboeuf 5 0.2%
 
ZI LES TROIS MOULINS 3 0.1%
 
Suite 500 3 0.1%
 
BAY STREET 2 0.1%
 
BP13 2 0.1%
 
Technopôle de Nancy-Brabois 2 0.1%
 
TOUR FRANKLIN 2 0.1%
 
Bâtiment B4 2 0.1%
 
Milton Park 2 0.1%
 
Luminy Biotech Entreprise 2 0.1%
 
Other values (773) 803 28.5%
 
(Missing) 1991 70.6%
 

adresse_3
Categorical

Distinct count 205
Unique (%) 7.3%
Missing (%) 92.5%
Missing (n) 2608
Parc Tertiaire de Bois Dieu
 
2
2 Wesley Gardens
 
2
Bâtiment A
 
2
Other values (201)
 
205
(Missing)
2608
Value Count Frequency (%)  
Parc Tertiaire de Bois Dieu 2 0.1%
 
2 Wesley Gardens 2 0.1%
 
Bâtiment A 2 0.1%
 
cedex 2 2 0.1%
 
PARC DE SOPHIA ANTIPOLIS 2 0.1%
 
Parc Technologique de la Porte des Alpes 2 0.1%
 
1058 Voie Antiope 2 0.1%
 
9 ALLEE DE COLVEU 1 0.0%
 
Zone Silic Bâtiment Liège, 1 place des Etats-Unis 1 0.0%
 
5eme étage 1 0.0%
 
Other values (194) 194 6.9%
 
(Missing) 2608 92.5%
 

adresse_4
Categorical

Distinct count 94
Unique (%) 3.3%
Missing (%) 96.6%
Missing (n) 2724
1058 Voie Antiope
 
2
ONTARIO
 
2
BÂTIMENT 8, LOT 110
 
1
Other values (90)
 
90
(Missing)
2724
Value Count Frequency (%)  
1058 Voie Antiope 2 0.1%
 
ONTARIO 2 0.1%
 
BÂTIMENT 8, LOT 110 1 0.0%
 
BOULEVARD DE LA PAIX 1 0.0%
 
Bloemgracht 82 1 0.0%
 
BP 55306 Villepinte 1 0.0%
 
Avenue du Prof.Jude Turiaf-Dillon 1 0.0%
 
113 Henshaw Road 1 0.0%
 
163-0914 1 0.0%
 
4 Coleman Street - 6th Floor 1 0.0%
 
Other values (83) 83 2.9%
 
(Missing) 2724 96.6%
 

code_postal
Categorical

Distinct count 1582
Unique (%) 56.1%
Missing (%) 0.0%
Missing (n) 0
75008
 
69
92100
 
46
92500
 
25
Other values (1579)
2679
Value Count Frequency (%)  
75008 69 2.4%
 
92100 46 1.6%
 
92500 25 0.9%
 
75009 23 0.8%
 
92400 21 0.7%
 
75015 19 0.7%
 
75001 16 0.6%
 
75013 16 0.6%
 
75012 15 0.5%
 
69007 15 0.5%
 
Other values (1572) 2554 90.6%
 

denomination_sociale
Categorical

Distinct count 2781
Unique (%) 98.7%
Missing (%) 0.0%
Missing (n) 0
AbbVie Biopharmaceuticals GmbH
 
5
Second Sight Medical Products, Inc.
 
3
RTI SURGICAL
 
2
Other values (2778)
2809
Value Count Frequency (%)  
AbbVie Biopharmaceuticals GmbH 5 0.2%
 
Second Sight Medical Products, Inc. 3 0.1%
 
RTI SURGICAL 2 0.1%
 
3M Deutschland GmbH 2 0.1%
 
Symbios Orthopédie SA 2 0.1%
 
SOS OXYGENE NORD JOLY MEDICAL 2 0.1%
 
DUFLOT SANTE 2 0.1%
 
SOS OXYGENE RHONE ALPES 2 0.1%
 
ASTELLAS PHARMA 2 0.1%
 
SOS OXYGENE VAR 2 0.1%
 
Other values (2771) 2795 99.1%
 

identifiant
Categorical, Unique

First 3 values
HTRTUPLV
XRSLPYTG
LZQXBAPQ
Last 3 values
XMHJAKON
LZNRGOOF
EOYNNPAV

First 10 values

Value Count Frequency (%)  
AADEBGMH 1 0.0%
 
AAEHBOCE 1 0.0%
 
AAILPGVE 1 0.0%
 
AAYOKOML 1 0.0%
 
AAZEEBAZ 1 0.0%
 

Last 10 values

Value Count Frequency (%)  
ZYOSADCI 1 0.0%
 
ZYRHTBGY 1 0.0%
 
ZYZQGKUP 1 0.0%
 
ZZKRBUWC 1 0.0%
 
ZZSYDGYD 1 0.0%
 

pays
Categorical

Distinct count 64
Unique (%) 2.3%
Missing (%) 0.0%
Missing (n) 0
FRANCE
2121
ÉTATS-UNIS
 
154
ROYAUME-UNI
 
95
Other values (61)
449
Value Count Frequency (%)  
FRANCE 2121 75.2%
 
ÉTATS-UNIS 154 5.5%
 
ROYAUME-UNI 95 3.4%
 
ALLEMAGNE 67 2.4%
 
SUISSE 61 2.2%
 
BELGIQUE 40 1.4%
 
PAYS-BAS 21 0.7%
 
ITALIE 20 0.7%
 
ESPAGNE 19 0.7%
 
IRLANDE 18 0.6%
 
Other values (54) 203 7.2%
 

pays_code
Categorical

Distinct count 64
Unique (%) 2.3%
Missing (%) 0.0%
Missing (n) 0
[FR]
2121
[US]
 
154
[GB]
 
95
Other values (61)
449
Value Count Frequency (%)  
[FR] 2121 75.2%
 
[US] 154 5.5%
 
[GB] 95 3.4%
 
[DE] 67 2.4%
 
[CH] 61 2.2%
 
[BE] 40 1.4%
 
[NL] 21 0.7%
 
[IT] 20 0.7%
 
[ES] 19 0.7%
 
[IE] 18 0.6%
 
Other values (54) 203 7.2%
 

secteur
Categorical

Distinct count 7
Unique (%) 0.2%
Missing (%) 0.0%
Missing (n) 0
Dispositifs médicaux
1217
Médicaments humains
643
Prestataires associés
391
Other values (4)
568
Value Count Frequency (%)  
Dispositifs médicaux 1217 43.2%
 
Médicaments humains 643 22.8%
 
Prestataires associés 391 13.9%
 
Autres 372 13.2%
 
Dispositifs médicaux de diagnostic in vitro 99 3.5%
 
Produits cosmétiques 68 2.4%
 
Médicament vétérinaire 29 1.0%
 

secteur_activite_code
Categorical

Distinct count 7
Unique (%) 0.2%
Missing (%) 0.0%
Missing (n) 0
[DM]
1217
[MED]
643
[PA]
391
Other values (4)
568
Value Count Frequency (%)  
[DM] 1217 43.2%
 
[MED] 643 22.8%
 
[PA] 391 13.9%
 
[AUT] 372 13.2%
 
[DMDIV] 99 3.5%
 
[PC] 68 2.4%
 
[MV] 29 1.0%
 

ville
Categorical

Distinct count 1658
Unique (%) 58.8%
Missing (%) 0.0%
Missing (n) 0
PARIS
 
155
Paris
 
147
LYON
 
31
Other values (1655)
2486
Value Count Frequency (%)  
PARIS 155 5.5%
 
Paris 147 5.2%
 
LYON 31 1.1%
 
London 22 0.8%
 
Lyon 16 0.6%
 
Boulogne Billancourt 14 0.5%
 
BOULOGNE BILLANCOURT 13 0.5%
 
COURBEVOIE 12 0.4%
 
Boulogne-Billancourt 12 0.4%
 
MARSEILLE 10 0.4%
 
Other values (1648) 2387 84.7%
 

Correlations

Sample

identifiant pays_code pays secteur_activite_code secteur denomination_sociale adresse_1 adresse_2 adresse_3 adresse_4 code_postal ville
0 QBSTAWWV [FR] FRANCE [PA] Prestataires associés IP Santé domicile 16 Rue de Montbrillant Buroparc Rive Gauche NaN NaN 69003 LYON
1 MQKQLNIC [FR] FRANCE [DM] Dispositifs médicaux SIGVARIS ZI SUD D'ANDREZIEUX RUE B. THIMONNIER NaN NaN 42173 SAINT-JUST SAINT-RAMBERT CEDEX
2 OETEUQSP [FR] FRANCE [AUT] Autres HEALTHCARE COMPLIANCE CONSULTING FRANCE SAS 47 BOULEVARD CHARLES V NaN NaN NaN 14600 HONFLEUR
3 GXIVOHBB [FR] FRANCE [PA] Prestataires associés ISIS DIABETE 10-16 RUE DU COLONEL ROL TANGUY ZAC DU BOIS MOUSSAY NaN NaN 93240 STAINS
4 ZQKPAZKB [FR] FRANCE [PA] Prestataires associés CREAFIRST 8 Rue de l'Est NaN NaN NaN 92100 BOULOGNE BILLANCOURT