Overview

Dataset info

Number of variables 49
Number of observations 1705907
Total Missing (%) 43.5%
Total size in memory 637.7 MiB
Average record size in memory 392.0 B

Variables types

Numeric 4
Categorical 41
Boolean 1
Date 0
Text (Unique) 0
Rejected 3
Unsupported 0

Warnings

Variables

Adresse e-mail (coord. structure)
Categorical

Distinct count 41960
Unique (%) 2.5%
Missing (%) 66.3%
Missing (n) 1131291
[email protected]
 
8144
[email protected]
 
5180
[email protected]
 
5133
Other values (41956)
556159
(Missing)
1131291
Value Count Frequency (%)  
[email protected] 8144 0.5%
 
[email protected] 5180 0.3%
 
[email protected] 5133 0.3%
 
[email protected] 4725 0.3%
 
[email protected] 4653 0.3%
 
[email protected] 4620 0.3%
 
[email protected] 3939 0.2%
 
[email protected] 3780 0.2%
 
[email protected] 3635 0.2%
 
[email protected] 3632 0.2%
 
Other values (41949) 527175 30.9%
 
(Missing) 1131291 66.3%
 

Ancien identifiant de la structure
Categorical

Distinct count 405827
Unique (%) 23.8%
Missing (%) 19.7%
Missing (n) 335334
1750712184
 
19141
1750100125
 
4720
1330781360
 
4654
Other values (405823)
1342058
(Missing)
335334
Value Count Frequency (%)  
1750712184 19141 1.1%
 
1750100125 4720 0.3%
 
1330781360 4654 0.3%
 
1380000067 4461 0.3%
 
1760000158 4076 0.2%
 
1670780055 3567 0.2%
 
1140000209 3416 0.2%
 
1440000271 3399 0.2%
 
1860000223 3377 0.2%
 
1420785354 3251 0.2%
 
Other values (405816) 1316511 77.2%
 
(Missing) 335334 19.7%
 

Autorité d'enregistrement
Categorical

Distinct count 27
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 25
ARS/ARS/ARS
652096
ARS/CPAM/CPAM
186046
CNOM/CNOM/CNOM
159138
Other values (23)
708602
Value Count Frequency (%)  
ARS/ARS/ARS 652096 38.2%
 
ARS/CPAM/CPAM 186046 10.9%
 
CNOM/CNOM/CNOM 159138 9.3%
 
ARS// 141047 8.3%
 
CNOM/CNOM/ARS 140133 8.2%
 
CNOM// 107780 6.3%
 
CNOMK/CNOMK/CNOMK 83119 4.9%
 
CNOP/CNOP/ARS + CNOP 52069 3.1%
 
ONCD/ONCD/ONCD 41905 2.5%
 
ARS/Variable/Variable 25111 1.5%
 
Other values (16) 117438 6.9%
 

Bureau cedex (coord. structure)
Categorical

Distinct count 24942
Unique (%) 1.5%
Missing (%) 19.7%
Missing (n) 335339
75184 PARIS CEDEX 04
 
19141
35000 RENNES
 
7891
59037 LILLE CEDEX
 
6524
Other values (24938)
1337012
(Missing)
335339
Value Count Frequency (%)  
75184 PARIS CEDEX 04 19141 1.1%
 
35000 RENNES 7891 0.5%
 
59037 LILLE CEDEX 6524 0.4%
 
33076 BORDEAUX CEDEX 6185 0.4%
 
31059 TOULOUSE CEDEX 9 6024 0.4%
 
34295 MONTPELLIER CEDEX 5 5360 0.3%
 
67091 STRASBOURG CEDEX 5295 0.3%
 
13005 MARSEILLE 5058 0.3%
 
38700 LA TRONCHE 4823 0.3%
 
69677 BRON CEDEX 4807 0.3%
 
Other values (24931) 1299460 76.2%
 
(Missing) 335339 19.7%
 

Code Département (structure)
Constant

This variable is constant and should be ignored for analysis

Constant value

Code catégorie professionnelle
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
C
1687932
E
 
13003
M
 
4972
Value Count Frequency (%)  
C 1687932 98.9%
 
E 13003 0.8%
 
M 4972 0.3%
 

Code civilité
Categorical

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 13
MME
977833
M
509103
MLLE
218958
(Missing)
 
13
Value Count Frequency (%)  
MME 977833 57.3%
 
M 509103 29.8%
 
MLLE 218958 12.8%
 
(Missing) 13 0.0%
 

Code civilité d'exercice
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 69.8%
Missing (n) 1190770
DR
512383
PR
 
2754
(Missing)
1190770
Value Count Frequency (%)  
DR 512383 30.0%
 
PR 2754 0.2%
 
(Missing) 1190770 69.8%
 

Code commune (coord. structure)
Categorical

Distinct count 12416
Unique (%) 0.7%
Missing (%) 28.9%
Missing (n) 493363
75104
 
20192
31555
 
16544
59350
 
15200
Other values (12412)
1160608
(Missing)
493363
Value Count Frequency (%)  
75104 20192 1.2%
 
31555 16544 1.0%
 
59350 15200 0.9%
 
33063 12977 0.8%
 
67482 12416 0.7%
 
34172 12306 0.7%
 
75056 12280 0.7%
 
44109 9867 0.6%
 
06088 9823 0.6%
 
75114 9017 0.5%
 
Other values (12405) 1081922 63.4%
 
(Missing) 493363 28.9%
 

Code mode exercice
Categorical

Distinct count 4
Unique (%) 0.0%
Missing (%) 7.7%
Missing (n) 130514
S
1011663
L
563236
B
 
494
(Missing)
 
130514
Value Count Frequency (%)  
S 1011663 59.3%
 
L 563236 33.0%
 
B 494 0.0%
 
(Missing) 130514 7.7%
 

Code pays (coord. structure)
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 81.6%
Missing (n) 1392110
Infinite (%) 0.0%
Infinite (n) 0
Mean 99000
Minimum 99000
Maximum 99401
Zeros (%) 0.0%

Quantile statistics

Minimum 99000
5-th percentile 99000
Q1 99000
Median 99000
Q3 99000
95-th percentile 99000
Maximum 99401
Range 401
Interquartile range 0

Descriptive statistics

Standard deviation 0.99979
Coef of variation 1.0099e-05
Kurtosis 94783
Mean 99000
MAD 0.0090502
Skewness 281.48
Sum 31066000000
Variance 0.99958
Memory size 13.0 MiB
Value Count Frequency (%)  
99000.0 313789 18.4%
 
99138.0 3 0.0%
 
99401.0 1 0.0%
 
99207.0 1 0.0%
 
99140.0 1 0.0%
 
99131.0 1 0.0%
 
99127.0 1 0.0%
 
(Missing) 1392110 81.6%
 

Minimum 5 values

Value Count Frequency (%)  
99000.0 313789 18.4%
 
99127.0 1 0.0%
 
99131.0 1 0.0%
 
99138.0 3 0.0%
 
99140.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
99131.0 1 0.0%
 
99138.0 3 0.0%
 
99140.0 1 0.0%
 
99207.0 1 0.0%
 
99401.0 1 0.0%
 

Code postal (coord. structure)
Categorical

Distinct count 9276
Unique (%) 0.5%
Missing (%) 19.7%
Missing (n) 335339
75184
 
19141
35000
 
7899
59037
 
6524
Other values (9272)
1337004
(Missing)
335339
Value Count Frequency (%)  
75184 19141 1.1%
 
35000 7899 0.5%
 
59037 6524 0.4%
 
33076 6190 0.4%
 
31059 6026 0.4%
 
34295 5360 0.3%
 
67091 5295 0.3%
 
13005 5097 0.3%
 
38700 4859 0.3%
 
69677 4807 0.3%
 
Other values (9265) 1299370 76.2%
 
(Missing) 335339 19.7%
 

Code profession
Numeric

Distinct count 21
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 48.424
Minimum 10
Maximum 98
Zeros (%) 0.0%

Quantile statistics

Minimum 10
5-th percentile 10
Q1 21
Median 60
Q3 60
95-th percentile 94
Maximum 98
Range 88
Interquartile range 39

Descriptive statistics

Standard deviation 26.485
Coef of variation 0.54695
Kurtosis -0.99417
Mean 48.424
MAD 22.808
Skewness -0.23417
Sum 82606376
Variance 701.48
Memory size 13.0 MiB
Value Count Frequency (%)  
60 778357 45.6%
 
10 409466 24.0%
 
70 104418 6.1%
 
21 76886 4.5%
 
40 58819 3.4%
 
28 48813 2.9%
 
86 44850 2.6%
 
98 37903 2.2%
 
50 33444 2.0%
 
91 30056 1.8%
 
Other values (11) 82895 4.9%
 

Minimum 5 values

Value Count Frequency (%)  
10 409466 24.0%
 
21 76886 4.5%
 
26 5350 0.3%
 
28 48813 2.9%
 
40 58819 3.4%
 

Maximum 5 values

Value Count Frequency (%)  
92 6333 0.4%
 
94 14974 0.9%
 
95 17632 1.0%
 
96 17823 1.0%
 
98 37903 2.2%
 

Code savoir-faire
Categorical

Distinct count 69
Unique (%) 0.0%
Missing (%) 76.4%
Missing (n) 1303720
SM53
 
80496
SM26
 
71691
SM44
 
29898
Other values (65)
 
220102
(Missing)
1303720
Value Count Frequency (%)  
SM53 80496 4.7%
 
SM26 71691 4.2%
 
SM44 29898 1.8%
 
SM42 22048 1.3%
 
SM02 18400 1.1%
 
SM04 14619 0.9%
 
SM54 14603 0.9%
 
SM40 13307 0.8%
 
SM38 12463 0.7%
 
SM20 8483 0.5%
 
Other values (58) 116179 6.8%
 
(Missing) 1303720 76.4%
 

Code type de voie (coord. structure)
Categorical

Distinct count 141
Unique (%) 0.0%
Missing (%) 31.6%
Missing (n) 539425
R
517891
AV
290592
BD
118580
Other values (137)
239419
(Missing)
539425
Value Count Frequency (%)  
R 517891 30.4%
 
AV 290592 17.0%
 
BD 118580 7.0%
 
PL 69725 4.1%
 
RTE 64276 3.8%
 
CHE 30634 1.8%
 
ALL 18352 1.1%
 
CRS 6659 0.4%
 
QUA 5909 0.3%
 
IMP 5465 0.3%
 
Other values (130) 38399 2.3%
 
(Missing) 539425 31.6%
 

Code type savoir-faire
Categorical

Distinct count 4
Unique (%) 0.0%
Missing (%) 76.4%
Missing (n) 1303720
S
397426
CEX
 
4697
PAC
 
64
(Missing)
1303720
Value Count Frequency (%)  
S 397426 23.3%
 
CEX 4697 0.3%
 
PAC 64 0.0%
 
(Missing) 1303720 76.4%
 

Complément destinataire (coord. structure)
Categorical

Distinct count 114231
Unique (%) 6.7%
Missing (%) 86.8%
Missing (n) 1481225
GRANDVISION FRANCE - GDO
 
3562
CABINET DE KINESITHERAPIE
 
2487
GRANDVISION FRANCE
 
1042
Other values (114227)
 
217591
(Missing)
1481225
Value Count Frequency (%)  
GRANDVISION FRANCE - GDO 3562 0.2%
 
CABINET DE KINESITHERAPIE 2487 0.1%
 
GRANDVISION FRANCE 1042 0.1%
 
SCE DEP DE L EDUCATION NATIONALE 829 0.0%
 
CABINET MEDICAL 746 0.0%
 
MAISON MEDICALE 703 0.0%
 
LES OPTICIENS MUTUALISTES 672 0.0%
 
CNAMTS 599 0.0%
 
AUDIKA FRANCE 529 0.0%
 
MAISON DE SANTE 478 0.0%
 
Other values (114220) 213035 12.5%
 
(Missing) 1481225 86.8%
 

Complément point géographique (coord. structure)
Categorical

Distinct count 37726
Unique (%) 2.2%
Missing (%) 90.1%
Missing (n) 1537388
47-83
 
4748
PONTCHAILLOU
 
3029
LES OUDAIRIES
 
2378
Other values (37722)
 
158364
(Missing)
1537388
Value Count Frequency (%)  
47-83 4748 0.3%
 
PONTCHAILLOU 3029 0.2%
 
LES OUDAIRIES 2378 0.1%
 
BAT PIERRE PAUL RIQUET 2138 0.1%
 
PONT NEUF 1945 0.1%
 
DIRECTION GÉNÉRALE 1612 0.1%
 
6-8 1470 0.1%
 
CITE HOSPITALIERE 1448 0.1%
 
ANCIEN BD JEAN JAURES 1403 0.1%
 
ZAC DE MONTMIRAN 1300 0.1%
 
Other values (37715) 147048 8.6%
 
(Missing) 1537388 90.1%
 

Enseigne commerciale site
Categorical

Distinct count 106675
Unique (%) 6.3%
Missing (%) 85.8%
Missing (n) 1462910
CABINET DE GROUPE
 
27159
CABINET INDIVIDUEL
 
25677
Cabinet individuel
 
15088
Other values (106671)
 
175073
(Missing)
1462910
Value Count Frequency (%)  
CABINET DE GROUPE 27159 1.6%
 
CABINET INDIVIDUEL 25677 1.5%
 
Cabinet individuel 15088 0.9%
 
Cabinet de groupe 10018 0.6%
 
CABINET DE SAGE-FEMME 6363 0.4%
 
SNCF 813 0.0%
 
CNAMTS 597 0.0%
 
SITE PRINCIPAL 416 0.0%
 
ACMS 296 0.0%
 
CABINET DE SAGE FEMME 260 0.0%
 
Other values (106664) 156310 9.2%
 
(Missing) 1462910 85.8%
 

Identifiant PP
Categorical

Distinct count 1542499
Unique (%) 90.4%
Missing (%) 0.0%
Missing (n) 0
10100273324
 
25
10002473824
 
25
10100611358
 
25
Other values (1542496)
1705832
Value Count Frequency (%)  
10100273324 25 0.0%
 
10002473824 25 0.0%
 
10100611358 25 0.0%
 
10004044037 24 0.0%
 
10003791323 24 0.0%
 
10100812618 24 0.0%
 
10100074060 24 0.0%
 
10002149135 24 0.0%
 
10002292729 24 0.0%
 
10002150182 24 0.0%
 
Other values (1542489) 1705664 100.0%
 

Identifiant technique de la structure
Categorical

Distinct count 406253
Unique (%) 23.8%
Missing (%) 19.7%
Missing (n) 335334
F750712184
 
19141
F750100125
 
4720
F330781360
 
4654
Other values (406249)
1342058
(Missing)
335334
Value Count Frequency (%)  
F750712184 19141 1.1%
 
F750100125 4720 0.3%
 
F330781360 4654 0.3%
 
F380000067 4461 0.3%
 
F760000158 4076 0.2%
 
F670780055 3567 0.2%
 
F140000209 3416 0.2%
 
F440000271 3399 0.2%
 
F860000223 3377 0.2%
 
F420785354 3251 0.2%
 
Other values (406242) 1316511 77.2%
 
(Missing) 335334 19.7%
 

Identification nationale PP
Categorical

Distinct count 1542499
Unique (%) 90.4%
Missing (%) 0.0%
Missing (n) 0
810100611358
 
25
810100273324
 
25
810002473824
 
25
Other values (1542496)
1705832
Value Count Frequency (%)  
810100611358 25 0.0%
 
810100273324 25 0.0%
 
810002473824 25 0.0%
 
810003791323 24 0.0%
 
810002149713 24 0.0%
 
810100298818 24 0.0%
 
810002292729 24 0.0%
 
810002151750 24 0.0%
 
810002145711 24 0.0%
 
810002482668 24 0.0%
 
Other values (1542489) 1705664 100.0%
 

Indice répétition voie (coord. structure)
Categorical

Distinct count 50
Unique (%) 0.0%
Missing (%) 97.3%
Missing (n) 1659725
B
 
23893
BIS
 
11139
A
 
4165
Other values (46)
 
6985
(Missing)
1659725
Value Count Frequency (%)  
B 23893 1.4%
 
BIS 11139 0.7%
 
A 4165 0.2%
 
T 2692 0.2%
 
TER 1786 0.1%
 
C 1104 0.1%
 
D 572 0.0%
 
E 211 0.0%
 
F 104 0.0%
 
QUA 91 0.0%
 
Other values (39) 425 0.0%
 
(Missing) 1659725 97.3%
 

Libellé Département (structure)
Constant

This variable is constant and should be ignored for analysis

Constant value

Libellé Voie (coord. structure)
Categorical

Distinct count 91761
Unique (%) 5.4%
Missing (%) 21.0%
Missing (n) 357413
VICTORIA
 
19175
DE L'HOPITAL
 
14927
DE LA REPUBLIQUE
 
13006
Other values (91757)
1301386
(Missing)
357413
Value Count Frequency (%)  
VICTORIA 19175 1.1%
 
DE L'HOPITAL 14927 0.9%
 
DE LA REPUBLIQUE 13006 0.8%
 
DU GENERAL LECLERC 12425 0.7%
 
JEAN JAURES 8407 0.5%
 
DU GENERAL DE GAULLE 7042 0.4%
 
DE PARIS 6614 0.4%
 
CHARLES DE GAULLE 6518 0.4%
 
DE VERDUN 6411 0.4%
 
PASTEUR 6410 0.4%
 
Other values (91750) 1247559 73.1%
 
(Missing) 357413 21.0%
 

Libellé catégorie professionnelle
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Civil
1687932
Etudiant
 
13003
Militaire
 
4972
Value Count Frequency (%)  
Civil 1687932 98.9%
 
Etudiant 13003 0.8%
 
Militaire 4972 0.3%
 

Libellé civilité
Categorical

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 13
Madame
977833
Monsieur
509103
Mademoiselle
218958
(Missing)
 
13
Value Count Frequency (%)  
Madame 977833 57.3%
 
Monsieur 509103 29.8%
 
Mademoiselle 218958 12.8%
 
(Missing) 13 0.0%
 

Libellé civilité d'exercice
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 69.8%
Missing (n) 1190770
Docteur
512383
Professeur
 
2754
(Missing)
1190770
Value Count Frequency (%)  
Docteur 512383 30.0%
 
Professeur 2754 0.2%
 
(Missing) 1190770 69.8%
 

Libellé commune (coord. structure)
Categorical

Distinct count 12113
Unique (%) 0.7%
Missing (%) 28.9%
Missing (n) 493363
Paris 4e Arrondissement
 
20192
Toulouse
 
16544
Lille
 
15200
Other values (12109)
1160608
(Missing)
493363
Value Count Frequency (%)  
Paris 4e Arrondissement 20192 1.2%
 
Toulouse 16544 1.0%
 
Lille 15200 0.9%
 
Bordeaux 12977 0.8%
 
Strasbourg 12416 0.7%
 
Montpellier 12306 0.7%
 
Paris 12280 0.7%
 
Nantes 9867 0.6%
 
Nice 9823 0.6%
 
Paris 14e Arrondissement 9017 0.5%
 
Other values (12102) 1081922 63.4%
 
(Missing) 493363 28.9%
 

Libellé mode exercice
Categorical

Distinct count 4
Unique (%) 0.0%
Missing (%) 7.7%
Missing (n) 130514
Salarié
1011663
Libéral
563236
Bénévole
 
494
(Missing)
 
130514
Value Count Frequency (%)  
Salarié 1011663 59.3%
 
Libéral 563236 33.0%
 
Bénévole 494 0.0%
 
(Missing) 130514 7.7%
 

Libellé pays (coord. structure)
Categorical

Distinct count 8
Unique (%) 0.0%
Missing (%) 81.6%
Missing (n) 1392110
France
313789
Monaco
 
3
Israel
 
1
Other values (4)
 
4
(Missing)
1392110
Value Count Frequency (%)  
France 313789 18.4%
 
Monaco 3 0.0%
 
Israel 1 0.0%
 
Belgique 1 0.0%
 
Canada 1 0.0%
 
Italie 1 0.0%
 
Suisse 1 0.0%
 
(Missing) 1392110 81.6%
 

Libellé profession
Categorical

Distinct count 21
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infirmier
778357
Médecin
409466
Masseur-Kinésithérapeute
 
104418
Other values (18)
413666
Value Count Frequency (%)  
Infirmier 778357 45.6%
 
Médecin 409466 24.0%
 
Masseur-Kinésithérapeute 104418 6.1%
 
Pharmacien 76886 4.5%
 
Chirurgien-Dentiste 58819 3.4%
 
Opticien-Lunetier 48813 2.9%
 
Technicien de laboratoire médical 44850 2.6%
 
Manipulateur ERM 37903 2.2%
 
Sage-Femme 33444 2.0%
 
Orthophoniste 30056 1.8%
 
Other values (11) 82895 4.9%
 

Libellé savoir-faire
Categorical

Distinct count 68
Unique (%) 0.0%
Missing (%) 76.4%
Missing (n) 1303720
Spécialiste en Médecine Générale
 
80496
Qualifié en Médecine Générale
 
71691
Radio-diagnostic
 
29898
Other values (64)
 
220102
(Missing)
1303720
Value Count Frequency (%)  
Spécialiste en Médecine Générale 80496 4.7%
 
Qualifié en Médecine Générale 71691 4.2%
 
Radio-diagnostic 29898 1.8%
 
Psychiatrie 22048 1.3%
 
Anesthesie-réanimation 18400 1.1%
 
Cardiologie et maladies vasculaires 14619 0.9%
 
Médecine Générale 14603 0.9%
 
Pédiatrie 13307 0.8%
 
Ophtalmologie 12463 0.7%
 
Gynécologie-obstétrique 8483 0.5%
 
Other values (57) 116179 6.8%
 
(Missing) 1303720 76.4%
 

Libellé type de voie (coord. structure)
Categorical

Distinct count 139
Unique (%) 0.0%
Missing (%) 31.6%
Missing (n) 539425
Rue
517891
Avenue
290592
Boulevard
118580
Other values (135)
239419
(Missing)
539425
Value Count Frequency (%)  
Rue 517891 30.4%
 
Avenue 290592 17.0%
 
Boulevard 118580 7.0%
 
Place 69725 4.1%
 
Route 64276 3.8%
 
Chemin 31358 1.8%
 
Allee 18352 1.1%
 
Cours 6659 0.4%
 
Quartier 5909 0.3%
 
Impasse 5465 0.3%
 
Other values (128) 37675 2.2%
 
(Missing) 539425 31.6%
 

Libellé type savoir-faire
Categorical

Distinct count 4
Unique (%) 0.0%
Missing (%) 76.4%
Missing (n) 1303720
Spécialité ordinale
397426
Compétence Exclusive
 
4697
Qualification PAC
 
64
(Missing)
1303720
Value Count Frequency (%)  
Spécialité ordinale 397426 23.3%
 
Compétence Exclusive 4697 0.3%
 
Qualification PAC 64 0.0%
 
(Missing) 1303720 76.4%
 

Mention distribution (coord. structure)
Categorical

Distinct count 15106
Unique (%) 0.9%
Missing (%) 79.5%
Missing (n) 1355884
BP 426
 
5261
BP 824
 
3710
CS 90577
 
3386
Other values (15102)
337666
(Missing)
1355884
Value Count Frequency (%)  
BP 426 5261 0.3%
 
BP 824 3710 0.2%
 
CS 90577 3386 0.2%
 
BP 77908 3196 0.2%
 
BP 249 3162 0.2%
 
BP 69 3142 0.2%
 
BP 10 3121 0.2%
 
BP 100 2869 0.2%
 
BP 219 2717 0.2%
 
BP 199 2554 0.1%
 
Other values (15095) 316905 18.6%
 
(Missing) 1355884 79.5%
 

Nom d'exercice
Categorical

Distinct count 364482
Unique (%) 21.4%
Missing (%) 0.0%
Missing (n) 1
MARTIN
 
4667
BERNARD
 
2541
THOMAS
 
2427
Other values (364478)
1696271
Value Count Frequency (%)  
MARTIN 4667 0.3%
 
BERNARD 2541 0.1%
 
THOMAS 2427 0.1%
 
DURAND 2108 0.1%
 
ROBERT 2066 0.1%
 
PETIT 2061 0.1%
 
RICHARD 1997 0.1%
 
DUBOIS 1973 0.1%
 
MICHEL 1962 0.1%
 
LAURENT 1896 0.1%
 
Other values (364471) 1682208 98.6%
 

Numéro FINESS site
Categorical

Distinct count 53103
Unique (%) 3.1%
Missing (%) 49.3%
Missing (n) 841852
750100125
 
4720
330781360
 
4654
380000067
 
4461
Other values (53099)
850220
(Missing)
841852
Value Count Frequency (%)  
750100125 4720 0.3%
 
330781360 4654 0.3%
 
380000067 4461 0.3%
 
760000158 4076 0.2%
 
140000209 3416 0.2%
 
440000271 3399 0.2%
 
860000223 3377 0.2%
 
420785354 3251 0.2%
 
210987558 3169 0.2%
 
750821092 3118 0.2%
 
Other values (53092) 826414 48.4%
 
(Missing) 841852 49.3%
 

Numéro FINESS établissement juridique
Categorical

Distinct count 33061
Unique (%) 1.9%
Missing (%) 46.9%
Missing (n) 800293
750712184
 
59914
690781810
 
12021
130786049
 
8271
Other values (33057)
825408
(Missing)
800293
Value Count Frequency (%)  
750712184 59914 3.5%
 
690781810 12021 0.7%
 
130786049 8271 0.5%
 
330781196 7840 0.5%
 
590780193 7414 0.4%
 
310781406 7304 0.4%
 
670780055 6742 0.4%
 
340780477 6012 0.4%
 
750810814 5729 0.3%
 
930019229 5479 0.3%
 
Other values (33050) 778888 45.7%
 
(Missing) 800293 46.9%
 

Numéro SIREN site
Numeric

Distinct count 181
Unique (%) 0.0%
Missing (%) 97.5%
Missing (n) 1664107
Infinite (%) 0.0%
Infinite (n) 0
Mean 273500000
Minimum 180040000
Maximum 784620000
Zeros (%) 0.0%

Quantile statistics

Minimum 180040000
5-th percentile 261800000
Q1 266700000
Median 267500000
Q3 267500000
95-th percentile 268710000
Maximum 784620000
Range 604580000
Interquartile range 799880

Descriptive statistics

Standard deviation 61521000
Coef of variation 0.22494
Kurtosis 63.31
Mean 273500000
MAD 14723000
Skewness 8.0008
Sum 11432000000000
Variance 3784900000000000
Memory size 13.0 MiB
Value Count Frequency (%)  
267500452.0 19141 1.1%
 
266700574.0 3567 0.2%
 
268708518.0 2072 0.1%
 
268502424.0 1592 0.1%
 
264900036.0 1554 0.1%
 
265400119.0 862 0.1%
 
267100287.0 833 0.0%
 
265600056.0 711 0.0%
 
261903108.0 663 0.0%
 
268708500.0 625 0.0%
 
Other values (170) 10180 0.6%
 
(Missing) 1664107 97.5%
 

Minimum 5 values

Value Count Frequency (%)  
180036014.0 167 0.0%
 
200034650.0 82 0.0%
 
200044972.0 1 0.0%
 
200047835.0 12 0.0%
 
200055358.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
636713422.0 7 0.0%
 
775672272.0 5 0.0%
 
775694748.0 8 0.0%
 
782921233.0 574 0.0%
 
784615387.0 1 0.0%
 

Numéro SIRET site
Numeric

Distinct count 63129
Unique (%) 3.7%
Missing (%) 48.0%
Missing (n) 818175
Infinite (%) 0.0%
Infinite (n) 0
Mean 37694000000000
Minimum 0
Maximum 99804000000000
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 20004000000000
Q1 26380000000000
Median 26780000000000
Q3 43998000000000
95-th percentile 78478000000000
Maximum 99804000000000
Range 99804000000000
Interquartile range 17618000000000

Descriptive statistics

Standard deviation 19181000000000
Coef of variation 0.50887
Kurtosis 0.62205
Mean 37694000000000
MAD 15144000000000
Skewness 1.3722
Sum 3.3463e+19
Variance 3.6793e+26
Memory size 13.0 MiB
Value Count Frequency (%)  
26750045200524.0 4720 0.3%
 
26330582300035.0 4659 0.3%
 
26380030200014.0 4461 0.3%
 
26760168000015.0 4077 0.2%
 
26140093100018.0 3427 0.2%
 
26440013600018.0 3399 0.2%
 
20005535800010.0 3377 0.2%
 
26420030400030.0 3251 0.2%
 
26210007600013.0 3182 0.2%
 
11009001600012.0 3137 0.2%
 
Other values (63118) 850042 49.8%
 
(Missing) 818175 48.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1 0.0%
 
572016400028.0 91 0.0%
 
578096000059.0 3 0.0%
 
578096000117.0 1 0.0%
 
705004000018.0 57 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
98692020500010.0 5 0.0%
 
98722029000017.0 57 0.0%
 
99565009000013.0 59 0.0%
 
99792772800011.0 28 0.0%
 
99803631300018.0 67 0.0%
 

Numéro Voie (coord. structure)
Categorical

Distinct count 2178
Unique (%) 0.1%
Missing (%) 33.8%
Missing (n) 576580
1
 
99393
2
 
80247
3
 
57955
Other values (2174)
891732
(Missing)
576580
Value Count Frequency (%)  
1 99393 5.8%
 
2 80247 4.7%
 
3 57955 3.4%
 
4 42084 2.5%
 
5 28531 1.7%
 
6 27149 1.6%
 
10 23502 1.4%
 
14 22852 1.3%
 
20 21188 1.2%
 
7 19955 1.2%
 
Other values (2167) 706471 41.4%
 
(Missing) 576580 33.8%
 

Prénom d'exercice
Categorical

Distinct count 57954
Unique (%) 3.4%
Missing (%) 0.0%
Missing (n) 0
PHILIPPE
 
13431
Catherine
 
12034
Isabelle
 
11926
Other values (57951)
1668516
Value Count Frequency (%)  
PHILIPPE 13431 0.8%
 
Catherine 12034 0.7%
 
Isabelle 11926 0.7%
 
CATHERINE 11272 0.7%
 
ISABELLE 11035 0.6%
 
Nathalie 10675 0.6%
 
Sylvie 10143 0.6%
 
PIERRE 9856 0.6%
 
SOPHIE 9094 0.5%
 
Sophie 9000 0.5%
 
Other values (57944) 1597441 93.6%
 

Raison sociale site
Categorical

Distinct count 336085
Unique (%) 19.7%
Missing (%) 19.7%
Missing (n) 335376
ASSISTANCE PUBLIQUE-HOPITAUX DE PARIS
 
19154
HU PITIE SALPETRIERE APHP
 
4720
GROUPE HOSPITALIER PELLEGRIN - CHU
 
4654
Other values (336081)
1342003
(Missing)
335376
Value Count Frequency (%)  
ASSISTANCE PUBLIQUE-HOPITAUX DE PARIS 19154 1.1%
 
HU PITIE SALPETRIERE APHP 4720 0.3%
 
GROUPE HOSPITALIER PELLEGRIN - CHU 4654 0.3%
 
HOPITAL NORD - CHU38 4461 0.3%
 
HOPITAL CHARLES NICOLLE CHU ROUEN 4076 0.2%
 
HOPITAUX UNIVERSITAIRES DE STRASBOURG 3567 0.2%
 
GRANDVISION FRANCE - GDO 3562 0.2%
 
CHU COTE DE NACRE - CAEN 3416 0.2%
 
CHU DE NANTES :SITE HÔTEL-DIEU- HME 3399 0.2%
 
CHU LA MILETRIE 3377 0.2%
 
Other values (336074) 1316145 77.2%
 
(Missing) 335376 19.7%
 

Type d'identifiant PP
Boolean

Distinct count 2
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Mean 3.2796
0
1006572
8
699335
Value Count Frequency (%)  
0 1006572 59.0%
 
8 699335 41.0%
 

Télécopie (coord. structure)
Categorical

Distinct count 52172
Unique (%) 3.1%
Missing (%) 52.4%
Missing (n) 893648
0140273784
 
19141
0556372442
 
5679
0388116099
 
5221
Other values (52168)
782218
(Missing)
893648
Value Count Frequency (%)  
0140273784 19141 1.1%
 
0556372442 5679 0.3%
 
0388116099 5221 0.3%
 
0142176006 4720 0.3%
 
0476765048 4461 0.3%
 
0235088183 4098 0.2%
 
0241355506 3756 0.2%
 
0491382017 3680 0.2%
 
0380293421 3425 0.2%
 
0231064931 3416 0.2%
 
Other values (52161) 754662 44.2%
 
(Missing) 893648 52.4%
 

Téléphone (coord. structure)
Categorical

Distinct count 210956
Unique (%) 12.4%
Missing (%) 33.9%
Missing (n) 578644
0140273000
 
19141
0388116768
 
6398
0491380000
 
6363
Other values (210952)
1095361
(Missing)
578644
Value Count Frequency (%)  
0140273000 19141 1.1%
 
0388116768 6398 0.4%
 
0491380000 6363 0.4%
 
0320445962 6294 0.4%
 
0467336733 5900 0.3%
 
0556795679 5766 0.3%
 
0142160000 4725 0.3%
 
0476765026 4461 0.3%
 
0232888990 4285 0.3%
 
0473750750 3970 0.2%
 
Other values (210945) 1059960 62.1%
 
(Missing) 578644 33.9%
 

Téléphone 2 (coord. structure)
Categorical

Distinct count 16651
Unique (%) 1.0%
Missing (%) 98.3%
Missing (n) 1677690
0639696478
 
35
0688307843
 
31
0619795797
 
21
Other values (16647)
 
28130
(Missing)
1677690
Value Count Frequency (%)  
0639696478 35 0.0%
 
0688307843 31 0.0%
 
0619795797 21 0.0%
 
0678798976 17 0.0%
 
0684247857 16 0.0%
 
06.68.13.19.03 16 0.0%
 
0683065784 15 0.0%
 
0611842277 14 0.0%
 
0664184444 13 0.0%
 
0660256246 13 0.0%
 
Other values (16640) 28026 1.6%
 
(Missing) 1677690 98.3%
 

Unnamed: 48
Constant

This variable is constant and should be ignored for analysis

Constant value

Correlations

Sample

Type d'identifiant PP Identifiant PP Identification nationale PP Code civilité d'exercice Libellé civilité d'exercice Code civilité Libellé civilité Nom d'exercice Prénom d'exercice Code profession Libellé profession Code catégorie professionnelle Libellé catégorie professionnelle Code type savoir-faire Libellé type savoir-faire Code savoir-faire Libellé savoir-faire Code mode exercice Libellé mode exercice Numéro SIRET site Numéro SIREN site Numéro FINESS site Numéro FINESS établissement juridique Identifiant technique de la structure 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 Autorité d'enregistrement Unnamed: 48
0 0 016057234 0016057234 NaN NaN MME Madame BUNET Monique 60 Infirmier C Civil NaN NaN NaN NaN S Salarié 2.601000e+13 NaN 010000024 010780054 F010000024 CENTRE HOSPITALIER DE FLEYRIAT NaN NaN NaN 900 NaN RTE Route DE PARIS CS 90401 01012 BOURG EN BRESSE CEDEX 01012 01053 Bourg-en-Bresse NaN NaN 0474454647 NaN 0474454114 NaN NaN NaN 1010000024 ARS/ARS/ARS NaN
1 0 016063372 0016063372 NaN NaN MME Madame DIZIAIN Brigitte 60 Infirmier C Civil NaN NaN NaN NaN S Salarié 2.601000e+13 NaN 010000024 010780054 F010000024 CENTRE HOSPITALIER DE FLEYRIAT NaN NaN NaN 900 NaN RTE Route DE PARIS CS 90401 01012 BOURG EN BRESSE CEDEX 01012 01053 Bourg-en-Bresse NaN NaN 0474454647 NaN 0474454114 NaN NaN NaN 1010000024 ARS/ARS/ARS NaN
2 0 016067670 0016067670 NaN NaN MME Madame BERTHET BONDET Rachel 60 Infirmier C Civil NaN NaN NaN NaN S Salarié 2.601102e+13 NaN 010005239 010008407 F010005239 CH DU HAUT BUGEY - GEOVREISSET NaN NaN NaN 1 NaN RTE Route DE VEYZIAT BP 818 01108 OYONNAX CEDEX 01108 01283 Oyonnax NaN NaN 0474731001 NaN 0474731002 NaN NaN NaN 1010005239 ARS/ARS/ARS NaN
3 0 016068074 0016068074 NaN NaN MME Madame BOUILLET Cristina 60 Infirmier C Civil NaN NaN NaN NaN S Salarié 7.722015e+13 NaN 010780195 010000156 F010780195 CLINIQUE CONVERT NaN NaN NaN 62 NaN AV Avenue DE JASSERON BP 132 01000 BOURG EN BRESSE 01000 01053 Bourg-en-Bresse NaN NaN 0474456445 NaN 0474452656 NaN NaN NaN 1010780195 ARS/ARS/ARS NaN
4 0 016675092 0016675092 NaN NaN MME Madame MORENO SYLVIA 60 Infirmier C Civil NaN NaN NaN NaN L Libéral NaN NaN NaN NaN C01667509200 CABINET INFIRMIER MME MORENO NaN CABINET INFIRMIER MME MORENO MME DI BENEDETTO CAROLE 55 NaN R Rue BERTHELOT NaN 01500 AMBERIEU EN BUGEY 01500 NaN NaN NaN NaN 0680113119 NaN NaN NaN NaN NaN 001667509200 ARS/CPAM/CPAM NaN