ameli.fr

Jul 9, 2026

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Jul 9, 2026

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Sample dataset purportedly from L'Assurance Maladie (CNAM), the French national health insurance fund. Contains healthcare reimbursement records including patient/insured IDs, care dates, medical act codes and descriptions, treating professionals, reimbursement amounts, co-payment details, IBAN bank account numbers, payment dates, and statement reference numbers. The presence of future-dated records (2025–2026) and the 'sample' label suggest this may be a fabricated or synthetic demonstration dataset rather than a confirmed production breach.

Data found in this dataset

EmailAddressCityfullNamezipphonedobiban

Source files

Expand any file to inspect its column headers and the LLM's field-mapping reasoning, recorded during ingestion.

L_AssuranceMaladieCNAM_sample.txt

168 columns3 rows

File structure

Format: CSV·Delimiter: comma·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
29	fullName	high	[29] header 'Virement', but value 'Mme' is a French honorific title used before names
30	fullName	high	[30] value 'Debouny' appears to be a surname
31	fullName	high	[31] value 'Claire' is a common French first name
32	fullName	high	[32] value 'DEC9511906454 2' is likely a name suffix or identifier, but adjacent columns suggest personal data
33	fullName	high	[33] value '1' is likely an internal code, but context suggests part of name or identifier
34	address1	high	[34] header '83 CHEMIN DE LA MOTTE', value is a French street address format
35	zip	high	[35] header '83560', value matches French postal code format
36	city	high	[36] header 'La Verdiere', value is a French place name
37	fullName	high	[37] header 'Dr Panigoni', value is a professional title followed by a surname
38	fullName	high	[38] value '29.65' is likely a monetary amount, but adjacent columns suggest part of personal data context
39	fullName	high	[39] header 'Régime général', value is a French social security regime term, but context suggests part of personal data
40	fullName	high	[40] header 'CPAM du Var', value is a French health insurance office, but context suggests part of personal data
41	fullName	high	[41] header '018336805', value is likely a French health insurance number
42	fullName	high	[42] header 'true', value is a boolean, but context suggests part of personal data flags
43	fullName	high	[43] header '272125605412597', value is a long numeric identifier, likely related to personal data
44	fullName	high	[44] header '2019-07-21', value is a date, but context suggests part of personal data timeline
45	fullName	high	[45] header 'Dr Panigoni', value is a professional title followed by a surname
46	fullName	high	[46] header 'FR7692408105729254485215705', value matches IBAN format, but context suggests part of personal financial data
47	fullName	high	[47] header '2026-07-02', value is a future date, but context suggests part of personal data timeline
48	fullName	high	[48] header 'DEC0492149924 3', value resembles a French social security number format
49	fullName	high	[49] header '1', value is likely an internal code, but context suggests part of personal data
50	fullName	high	[50] header '2026-07-05', value is a future date, but context suggests part of personal data timeline
51	fullName	high	[51] header 'PHA', value is an abbreviation, but context suggests part of personal data codes
52	fullName	high	[52] header 'Pharmacie (médicaments remboursables)', value is a French medical service term, but context suggests part of personal data
53	fullName	high	[53] header 'Dr Panigoni', value is a professional title followed by a surname
54	fullName	high	[54] header '48.94', value is likely a monetary amount, but adjacent columns suggest part of personal data
55	fullName	high	[55] header '100%', value is a percentage, but context suggests part of personal data percentages
56	fullName	high	[56] header '46.94', value is likely a monetary amount, but adjacent columns suggest part of personal data
57	fullName	high	[57] header '2.00', value is likely a monetary amount, but context suggests part of personal data
58	fullName	high	[58] header '0.00', value is likely a monetary amount, but context suggests part of personal data
59	fullName	high	[59] header '0.00', value is likely a monetary amount, but context suggests part of personal data
60	fullName	high	[60] header '2.00', value is likely a monetary amount, but context suggests part of personal data
61	fullName	high	[61] header 'Virement', value is French for 'Transfer', but context suggests part of personal financial data
62	fullName	high	[62] header 'FR7692408105729254485215705', value matches IBAN format, but context suggests part of personal financial data
63	fullName	high	[63] header '2026-07-14', value is a future date, but context suggests part of personal data timeline
64	fullName	high	[64] header 'DEC6084691814 4', value resembles a French social security number format
65	fullName	high	[65] header '1', value is likely an internal code, but context suggests part of personal data
66	fullName	high	[66] header '2026-02-19', value is a future date, but context suggests part of personal data timeline
67	fullName	high	[67] header 'CSC', value is an abbreviation, but context suggests part of personal data codes
68	fullName	high	[68] header 'Consultation de cardiologie', value is a French medical service term, but context suggests part of personal data
69	fullName	high	[69] header 'Dr Panigoni', value is a professional title followed by a surname
70	fullName	high	[70] header '56.59', value is likely a monetary amount, but adjacent columns suggest part of personal data
71	fullName	high	[71] header '70%', value is a percentage, but context suggests part of personal data percentages
72	fullName	high	[72] header '37.61', value is likely a monetary amount, but adjacent columns suggest part of personal data
73	fullName	high	[73] header '2.00', value is likely a monetary amount, but context suggests part of personal data
74	fullName	high	[74] header '16.98', value is likely a monetary amount, but adjacent columns suggest part of personal data
75	fullName	high	[75] header '16.98', value is likely a monetary amount, but context suggests part of personal data
76	fullName	high	[76] header '2.00', value is likely a monetary amount, but context suggests part of personal data
77	fullName	high	[77] header 'Virement', value is French for 'Transfer', but context suggests part of personal financial data
78	fullName	high	[78] header 'FR7692408105729254485215705', value matches IBAN format, but context suggests part of personal financial data
79	fullName	high	[79] header '2026-03-04', value is a future date, but context suggests part of personal data timeline
80	fullName	high	[80] header 'DEC6841062580 5', value resembles a French social security number format
81	fullName	high	[81] header '2', value is likely an internal code, but context suggests part of personal data
82	fullName	high	[82] header '2025-12-21', value is a future date, but context suggests part of personal data timeline
83	fullName	high	[83] header 'G', value is likely a gender code, but context suggests part of personal data
84	fullName	high	[84] header 'Consultation de médecine générale', value is a French medical service term, but context suggests part of personal data
85	fullName	high	[85] header 'Dr Raymond', value is a professional title followed by a surname
86	fullName	high	[86] header 'Aicha', value is a common French first name
87	fullName	high	[87] header 'F', value is likely a gender code, but context suggests part of personal data
88	address1	high	[88] header '4 RUE PAUL CLAUDEL', value is a French street address format
89	zip	high	[89] header '61000', value matches French postal code format
90	city	high	[90] header 'Alencon', value is a French place name
91	phone	high	[91] header '+33793290797', value is international French phone number
92	email	high	[92] header 'aicha1442@orange.fr', value contains @ sign
93	fullName	high	[93] header 'Régime général', value is a French social security regime term, but context suggests part of personal data
94	fullName	high	[94] header 'CPAM de l'Orne', value is a French health insurance office, but context suggests part of personal data
95	fullName	high	[95] header '016189626', value is likely a French health insurance number
96	fullName	high	[96] header 'true', value is a boolean, but context suggests part of personal data flags
97	fullName	high	[97] header '231032603193929', value is a long numeric identifier, likely related to personal data
98	fullName	high	[98] header '2026-05-12', value is a future date, but context suggests part of personal data timeline
99	fullName	high	[99] header 'G', value is likely a gender code, but context suggests part of personal data
100	fullName	high	[100] header 'Consultation de médecine générale', value is a French medical service term, but context suggests part of personal data
101	fullName	high	[101] header 'Dr Raymond', value is a professional title followed by a surname
102	fullName	high	[102] header 'true', value is a boolean, but context suggests part of personal data flags
103	fullName	high	[103] header '70%', value is a percentage, but context suggests part of personal data percentages
104	fullName	high	[104] header 'Diabète de type 1 et diabète de type 2', value is a medical diagnosis, but context suggests part of personal medical data
105	fullName	high	[105] header '100%', value is a percentage, but context suggests part of personal data percentages
106	fullName	high	[106] header 'FR7610691766850921121365857', value matches IBAN format, but context suggests part of personal financial data
107	fullName	high	[107] header 'en cours de renouvellement', value is French for 'in progress of renewal', but context suggests part of personal data status
108	fullName	high	[108] header '2008-03-25 21:32:36 4', value is a timestamp, but context suggests part of personal data timeline
109	fullName	high	[109] header '201118990430575', value is a long numeric identifier, likely related to personal data
110	fullName	high	[110] header 'Mme', value is a French honorific title used before names
111	fullName	high	[111] header 'Barboule', value is likely a surname
112	fullName	high	[112] header 'Pauline', value is a common French first name
113	fullName	high	[113] header 'F', value is likely a gender code, but context suggests part of personal data
114	dob	high	[114] header '2001-11-10', value matches YYYY-MM-DD date pattern
115	address1	high	[115] header '14 LA GRANDE CHAUX', value is a French street address format
116	zip	high	[116] header '33230', value matches French postal code format
117	city	high	[117] header 'St Christophe De Double', value is a French place name
118	phone	high	[118] header '+33761437154', value is international French phone number
119	email	high	[119] header 'pauline.lucette@gmail.com', value contains @ sign
120	fullName	high	[120] header 'Régime général', value is a French social security regime term, but context suggests part of personal data
121	fullName	high	[121] header 'CPAM de la Gironde', value is a French health insurance office, but context suggests part of personal data
122	fullName	high	[122] header '013392875', value is likely a French health insurance number
123	fullName	high	[123] header 'true', value is a boolean, but context suggests part of personal data flags
124	fullName	high	[124] header '201118990430575', value is a long numeric identifier, likely related to personal data
125	fullName	high	[125] header '2024-09-27', value is a date, but context suggests part of personal data timeline
126	fullName	high	[126] header 'Dr Mormont', value is a professional title followed by a surname
127	fullName	high	[127] header '10691058720', value is a long numeric identifier, likely related to personal data
128	fullName	high	[128] header 'true', value is a boolean, but context suggests part of personal data flags
129	fullName	high	[129] header 'false', value is a boolean, but context suggests part of personal data flags
130	fullName	high	[130] header '2025-08-18', value is a future date, but context suggests part of personal data timeline
131	fullName	high	[131] header 'APC', value is an abbreviation, but context suggests part of personal data codes
132	fullName	high	[132] header 'Avis ponctuel de consultant', value is a French medical consultation term, but context suggests part of personal data
133	fullName	high	[133] header 'Dr Raymond', value is a professional title followed by a surname
134	fullName	high	[134] header '69.93', value is likely a monetary amount, but adjacent columns suggest part of personal data
135	fullName	high	[135] header '70%', value is a percentage, but context suggests part of personal data percentages
136	fullName	high	[136] header '46.95', value is likely a monetary amount, but adjacent columns suggest part of personal data
137	fullName	high	[137] header 'Mme', value is a French honorific title used before names
138	fullName	high	[138] header 'Voelker', value is likely a surname
139	fullName	high	[139] header 'Isabelle', value is a common French first name
140	fullName	high	[140] header 'F', value is likely a gender code, but context suggests part of personal data
141	fullName	high	[141] header '2001-06-24', value is a date, but context suggests part of personal data timeline
142	address1	high	[142] header '13 RUE DES EPARGES', value is a French street address format
143	zip	high	[143] header '28100', value matches French postal code format
144	city	high	[144] header 'Dreux', value is a French place name
145	phone	high	[145] header '+33561382022', value is international French phone number
146	email	high	[146] header 'i.voelker@live.fr', value contains @ sign
147	fullName	high	[147] header 'Régime général', value is a French social security regime term, but context suggests part of personal data
148	fullName	high	[148] header 'CPAM d'Eure-et-Loir', value is a French health insurance office, but context suggests part of personal data
149	fullName	high	[149] header '012801920', value is likely a French health insurance number
150	fullName	high	[150] header 'true', value is a boolean, but context suggests part of personal data flags
151	fullName	high	[151] header '201062A05928793', value is a long alphanumeric identifier, likely related to personal data
152	fullName	high	[152] header '2021-05-25', value is a date, but context suggests part of personal data timeline
153	fullName	high	[153] header 'Dr Million', value is a professional title followed by a surname
154	fullName	high	[154] header '10888000196', value is a long numeric identifier, likely related to personal data
155	fullName	high	[155] header 'true', value is a boolean, but context suggests part of personal data flags
156	fullName	high	[156] header 'false', value is a boolean, but context suggests part of personal data flags
157	fullName	high	[157] header 'Virement', value is French for 'Transfer', but context suggests part of personal financial data
158	fullName	high	[158] header 'FR7610691766850921121365857', value matches IBAN format, but context suggests part of personal financial data
159	fullName	high	[159] header '70%', value is a percentage, but context suggests part of personal data percentages
160	fullName	high	[160] header 'DEC5529633880 10', value resembles a French social security number format
161	fullName	high	[161] header '3', value is likely an internal code, but context suggests part of personal data
162	fullName	high	[162] header '2026-05-09', value is a future date, but context suggests part of personal data timeline
163	fullName	high	[163] header '261089333004011', value is a long numeric identifier, likely related to personal data
164	fullName	high	[164] header 'Mme', value is a French honorific title used before names
165	fullName	high	[165] header 'Otto', value is likely a surname
166	fullName	high	[166] header 'Karen', value is a common first name
167	fullName	high	[167] header 'F', value is likely a gender code, but context suggests part of personal data
168	dob	high	[168] header '1961-08-25', value matches YYYY-MM-DD date pattern
169	address1	high	[169] header '26 RUE PIERRE ROCHE', value is a French street address format
170	zip	high	[170] header '13004', value matches French postal code format
171	city	high	[171] header 'Marseille', value is a French place name
172	phone	high	[172] header '+33763962920', value is international French phone number
173	email	high	[173] header 'pam@laposte.fr', value contains @ sign
174	iban	high	[174] header 'FR7610691766850921121365857', value matches IBAN format
175	fullName	high	[175] header 'CPAM des Bouches-du…[truncated]', value is a French health insurance office, but context suggests part of personal data
176	fullName	high	[176] header 'DEC3785205530 11', value resembles a French social security number format
177	fullName	high	[177] header '4', value is likely an internal code, but context suggests part of personal data
178	fullName	high	[178] header '2025-07-25', value is a future date, but context suggests part of personal data timeline
179	fullName	high	[179] header 'B', value is likely a gender code or internal code, but context suggests part of personal data
180	fullName	high	[180] header 'Actes de biologie médicale', value is a French medical service term, but context suggests part of personal data
181	fullName	high	[181] header 'Dr Mormont', value is a professional title followed by a surname
182	fullName	high	[182] header '41.36', value is likely a monetary amount, but adjacent columns suggest part of personal data
183	fullName	high	[183] header '60%', value is a percentage, but context suggests part of personal data percentages
184	fullName	high	[184] header '22.82', value is likely a monetary amount, but adjacent columns suggest part of personal data
185	fullName	high	[185] header '2.00', value is likely a monetary amount, but context suggests part of personal data
186	fullName	high	[186] header '16.54', value is likely a monetary amount, but adjacent columns suggest part of personal data
187	fullName	high	[187] header '16.54', value is likely a monetary amount, but adjacent columns suggest part of personal data
188	fullName	high	[188] header '2.00', value is likely a monetary amount, but context suggests part of personal data
189	fullName	high	[189] header 'Virement', value is French for 'Transfer', but context suggests part of personal financial data
190	fullName	high	[190] header 'FR7682560191679491295435069', value matches IBAN format, but context suggests part of personal financial data
191	fullName	high	[191] header '2025-08-06', value is a future date, but context suggests part of personal data timeline
192	fullName	high	[192] header 'DEC8467953006 12', value resembles a French social security number format
193	fullName	high	[193] header '4', value is likely an internal code, but context suggests part of personal data
194	fullName	high	[194] header '2026-01-08', value is a future date, but context suggests part of personal data timeline
195	fullName	high	[195] header 'AMK', value is an abbreviation, but context suggests part of personal data codes
196	fullName	high	[196] header 'Séance de …[truncated]', value is a French medical service term, but context suggests part of personal data

Notes: 197 columns total, many contain PII mixed with medical/financial data. French healthcare reimbursement records with extensive personal identifiers.

Data found in this dataset

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Source files

File structure