id int64 0 150k | text stringlengths 5 4.31k | template_type stringclasses 12
values | entity_labels listlengths 0 5 | entity_starts listlengths 0 5 | entity_ends listlengths 0 5 | entity_values listlengths 0 5 |
|---|---|---|---|---|---|---|
40,622 | Correct pci_track: %B0861384565884224^HOLT/JULIE^26110514663725?
The emailAddress: dking@collins.org.au
Correct ssn: 190-29-4573 | chat | [
"PCI_TRACK",
"EMAIL",
"SSN"
] | [
19,
83,
117
] | [
64,
103,
128
] | [
"%B0861384565884224^HOLT/JULIE^26110514663725?",
"dking@collins.org.au",
"190-29-4573"
] |
21,123 | card: "0000000000000000" | hard_negative | [] | [] | [] | [] |
131,752 | Gdpr Iban: ES408RTSNBTJICNCEBEMZWJV
Pci Expiry: 03.33
Gdpr Nin: TW294144A | form | [
"GDPR_IBAN",
"PCI_EXPIRY",
"GDPR_NIN"
] | [
11,
48,
64
] | [
35,
53,
73
] | [
"ES408RTSNBTJICNCEBEMZWJV",
"03.33",
"TW294144A"
] |
27,410 | // test data
Use this phone: 400.066.6376, The streetAddress: 58660 Lindsey Rapids, New gdpr_passport: XL465305 | chat | [
"PHONE",
"STREET",
"GDPR_PASSPORT"
] | [
29,
62,
103
] | [
41,
82,
111
] | [
"400.066.6376",
"58660 Lindsey Rapids",
"XL465305"
] |
45,157 | API_KEY=your_key_here | hard_negative | [] | [] | [] | [] |
63,052 | INSERT INTO employees (dbPassword, pci_expiry, first_name, driver_license) VALUES ('0pRrK0i5XP7UZHbV4Gri', '09-26', 'Christopher', 'ME8712998836'); | sql_insert | [
"PASSWORD",
"PCI_EXPIRY",
"FIRST_NAME",
"DRIVER_LICENSE"
] | [
84,
108,
117,
132
] | [
104,
113,
128,
144
] | [
"0pRrK0i5XP7UZHbV4Gri",
"09-26",
"Christopher",
"ME8712998836"
] |
17,400 | from datetime import datetime | hard_negative | [] | [] | [] | [] |
34,297 | let invoice = { private_key: '-----BEGIN OPENSSH PRIVATE KEY-----
AeVwP6bLWQbYLzLi1Ky7AZk0prGmnhxSMbbZ5G40rkgCVIUEwL6yV7IC0anG8CYV
dMquCWIecAEk0wIryhHRULza1snIUerRyjTEpRwOwP+AMSmdGGypko9PN5X/p6DK
y8nPvEg/Y7Y4ASbQqo5sUB23FSzNMOmaKNiyUk8SmYq9IWLZeti+loECPLiEEBvV
IoE2cV1L9OgyPM2jbDpvFwRQ/cx5XueQwlztqyFA/j/Fp7W4kewhRadNYV9... | js_object | [
"PRIVATE_KEY",
"HIPAA_ACCOUNT",
"GDPR_IBAN"
] | [
30,
517,
545
] | [
499,
532,
578
] | [
"-----BEGIN OPENSSH PRIVATE KEY-----\nAeVwP6bLWQbYLzLi1Ky7AZk0prGmnhxSMbbZ5G40rkgCVIUEwL6yV7IC0anG8CYV\ndMquCWIecAEk0wIryhHRULza1snIUerRyjTEpRwOwP+AMSmdGGypko9PN5X/p6DK\ny8nPvEg/Y7Y4ASbQqo5sUB23FSzNMOmaKNiyUk8SmYq9IWLZeti+loECPLiEEBvV\nIoE2cV1L9OgyPM2jbDpvFwRQ/cx5XueQwlztqyFA/j/Fp7W4kewhRadNYV9YEvT6\n6SSDLhg/99x1Ea... |
1,357 | entry = {"dbPassword": "T@bmYZDu;>5O", "first_name": "William", "tax_id": "619072753"} | python_dict | [
"PASSWORD",
"FIRST_NAME",
"SSN"
] | [
24,
54,
75
] | [
36,
61,
84
] | [
"T@bmYZDu;>5O",
"William",
"619072753"
] |
7,876 | curl -X POST https://api.example.com/payment -d '{ "pci_track": ";3070907577079290=310461945129?", "hipaa_mrn": "MR67724039", "ip_address": "17.248.136.172", "postcode": "91356" }' | curl | [
"PCI_TRACK",
"HIPAA_MRN",
"IP_ADDRESS",
"ZIPCODE"
] | [
65,
113,
141,
171
] | [
96,
123,
155,
176
] | [
";3070907577079290=310461945129?",
"MR67724039",
"17.248.136.172",
"91356"
] |
48,083 | # temporary
var options = { gdpr_nin: LM 71 55 93 D, pci_expiry: "10/2034" }; | js_object | [
"GDPR_NIN",
"PCI_EXPIRY"
] | [
38,
66
] | [
51,
73
] | [
"LM 71 55 93 D",
"10/2034"
] |
92,190 | // FIXME: hardcoded value
profile = {"town": "West Katrinaville", "ip_address": "172.23.12.117", "gdpr_nin": "RS-44-07-51-C"} | python_dict | [
"CITY",
"IP_ADDRESS",
"GDPR_NIN"
] | [
46,
81,
110
] | [
63,
94,
123
] | [
"West Katrinaville",
"172.23.12.117",
"RS-44-07-51-C"
] |
14 | // test data
My secret: 7cbf6b8efcbff0afbbcfc3ddc3e0e206. New driver_license: VA 42564877 | chat | [
"API_KEY",
"DRIVER_LICENSE"
] | [
24,
78
] | [
56,
89
] | [
"7cbf6b8efcbff0afbbcfc3ddc3e0e206",
"VA 42564877"
] |
63,663 | const API_KEY = "<YOUR_API_KEY>"; | hard_negative | [] | [] | [] | [] |
74,855 | Use this phone: 648.910.7348, Can you use credit_card: 6011-5665-4389-9073 | chat | [
"PHONE",
"CREDIT_CARD"
] | [
16,
55
] | [
28,
74
] | [
"648.910.7348",
"6011-5665-4389-9073"
] |
143,045 | INSERT INTO members (gdpr_passport, birth_date, street, driver_license) VALUES ('547658', '10 February 1952', '444 Jimenez Thoroughfare', 'MO-8258135'); | sql_insert | [
"GDPR_PASSPORT",
"DOB",
"STREET",
"DRIVER_LICENSE"
] | [
81,
91,
111,
139
] | [
87,
107,
135,
149
] | [
"547658",
"10 February 1952",
"444 Jimenez Thoroughfare",
"MO-8258135"
] |
77,685 | # temporary
{ st: "New York", pci_track: "%B6534326064574081^HILL/MELISSA^29094066157811?" } | js_object | [
"STATE",
"PCI_TRACK"
] | [
19,
42
] | [
27,
89
] | [
"New York",
"%B6534326064574081^HILL/MELISSA^29094066157811?"
] |
145,694 | phone: "123-456-7890" | hard_negative | [] | [] | [] | [] |
142,137 | curl -X POST https://api.example.com/auth -d '{ "date_of_birth": "01/12/1988", "gdpr_iban": "FR97Y7V2UFGOOR5BYX3JMTNT1A3" }' | curl | [
"DOB",
"GDPR_IBAN"
] | [
66,
93
] | [
76,
120
] | [
"01/12/1988",
"FR97Y7V2UFGOOR5BYX3JMTNT1A3"
] |
135,287 | email: "noreply@domain.com" | hard_negative | [] | [] | [] | [] |
147,462 | // deprecated
profile = {"dob": "08/05/1963", "aws_access_key": "AKIADMJG5L1PFFV3AKU3", "private_key": "-----BEGIN ENCRYPTED PRIVATE KEY-----
HAqFTD3/rNuLz250JxM3pe/4Lcn0WfyZkNmu5ddioJKRFqMR8dnBvvJ8D+BW2RLy
NB1tPfsIntr+0jImG/enorO9I32KLEjewd8dP9yEw8TFDZ47miP7dETAYEBpWGgC
OOSbi4Po1AdiTkbHEvhrAivKZ5fe8HEpjLOvIvrYq7rYGUQa... | python_dict | [
"DOB",
"AWS_KEY",
"PRIVATE_KEY"
] | [
33,
65,
104
] | [
43,
85,
3388
] | [
"08/05/1963",
"AKIADMJG5L1PFFV3AKU3",
"-----BEGIN ENCRYPTED PRIVATE KEY-----\nHAqFTD3/rNuLz250JxM3pe/4Lcn0WfyZkNmu5ddioJKRFqMR8dnBvvJ8D+BW2RLy\nNB1tPfsIntr+0jImG/enorO9I32KLEjewd8dP9yEw8TFDZ47miP7dETAYEBpWGgC\nOOSbi4Po1AdiTkbHEvhrAivKZ5fe8HEpjLOvIvrYq7rYGUQa6+Z6h/nq+1NCEpmS\n0zdq+BGetYryM8vWmJ3vBw4aFJYdQZB58qdN... |
120,719 | curl -X POST https://api.example.com/users -d '{ "phone": "1 (631) 689-5077", "zip_code": "16453" }' | curl | [
"PHONE",
"ZIPCODE"
] | [
59,
91
] | [
75,
96
] | [
"1 (631) 689-5077",
"16453"
] |
133,564 | INFO: AWS_KEY=AROAXM9MZZOKE51R0WOZ city=Millerville line1=452 Michael Summit Suite 310 | log | [
"AWS_KEY",
"CITY",
"STREET"
] | [
14,
40,
58
] | [
34,
51,
86
] | [
"AROAXM9MZZOKE51R0WOZ",
"Millerville",
"452 Michael Summit Suite 310"
] |
80,445 | response = {"awsAccessKey": "AKIAIUFDTB9BUUVKCHX8", "last_name": "Gonzalez", "userEmail": "skinnerbryan@taylor.net", "pci_expiry": "08/35"} | python_dict | [
"AWS_KEY",
"LAST_NAME",
"EMAIL",
"PCI_EXPIRY"
] | [
29,
66,
91,
132
] | [
49,
74,
114,
137
] | [
"AKIAIUFDTB9BUUVKCHX8",
"Gonzalez",
"skinnerbryan@taylor.net",
"08/35"
] |
120,812 | sk_test_xxxxxxxxxxxxxxxxxxxxxxxx | hard_negative | [] | [] | [] | [] |
146,270 | card: "4111111111111111" | hard_negative | [] | [] | [] | [] |
80,260 | Can you use pci_track: ;2882455063136509=28056386181141872?. Can you use last_name: Hawkins. The dob: 19 February 1998 | chat | [
"PCI_TRACK",
"LAST_NAME",
"DOB"
] | [
23,
84,
102
] | [
59,
91,
118
] | [
";2882455063136509=28056386181141872?",
"Hawkins",
"19 February 1998"
] |
132,742 | user = {"token": "api-key-uXLoS9QpiV47PlTVi5lT1TFEhCX25Y9n", "last_name": "Garcia"} | python_dict | [
"API_KEY",
"LAST_NAME"
] | [
18,
75
] | [
58,
81
] | [
"api-key-uXLoS9QpiV47PlTVi5lT1TFEhCX25Y9n",
"Garcia"
] |
124,322 | # temporary
Updated email_address: lopezrachel@sims-francis.biz, Use this ip_address: 192.168.97.61, The region: Queensland, Please update to passwd: Illum5549%% | chat | [
"EMAIL",
"IP_ADDRESS",
"STATE",
"PASSWORD"
] | [
35,
86,
113,
150
] | [
63,
99,
123,
161
] | [
"lopezrachel@sims-francis.biz",
"192.168.97.61",
"Queensland",
"Illum5549%%"
] |
88,821 | hipaa_dob: DOB:04/02/1995 | yaml | [
"HIPAA_DOB"
] | [
11
] | [
25
] | [
"DOB:04/02/1995"
] |
68,569 | data = {"hipaa_mrn": "MRN467556", "first_name": "Amanda", "displayName": "Roger J. Williams", "gdpr_passport": "ET0636"} | python_dict | [
"HIPAA_MRN",
"FIRST_NAME",
"NAME",
"GDPR_PASSPORT"
] | [
22,
49,
74,
112
] | [
31,
55,
91,
118
] | [
"MRN467556",
"Amanda",
"Roger J. Williams",
"ET0636"
] |
83,923 | settings = {"birthDate": "2001-01-26"} | python_dict | [
"DOB"
] | [
26
] | [
36
] | [
"2001-01-26"
] |
64,268 | order = {"private_key": "-----BEGIN EC PRIVATE KEY-----
l26I0++777FhYgCZLPDwtJ9bQ8nSclCC8hxdPfbiaqpP/CBZZ2uh9ngu98tRl0MO
ZKHLYq6RyYxhyMrvonpFuY+cqCqH4LAKb1CGxYdTD3IKMx0Ew/RlCVO3Pof3UcUL
4MvntgjqnF86ZMl6YZdNPKBHzjxMZIcZZ921qybNX1ZUlHMOi2+UrHsLMNU0ebkI
C+OjEagYVEaCCH1wL0hQcSN04nSeqwpFkjj9ditNIhv+5xPAV6IgqamjEh
-----END E... | python_dict | [
"PRIVATE_KEY"
] | [
25
] | [
338
] | [
"-----BEGIN EC PRIVATE KEY-----\nl26I0++777FhYgCZLPDwtJ9bQ8nSclCC8hxdPfbiaqpP/CBZZ2uh9ngu98tRl0MO\nZKHLYq6RyYxhyMrvonpFuY+cqCqH4LAKb1CGxYdTD3IKMx0Ew/RlCVO3Pof3UcUL\n4MvntgjqnF86ZMl6YZdNPKBHzjxMZIcZZ921qybNX1ZUlHMOi2+UrHsLMNU0ebkI\nC+OjEagYVEaCCH1wL0hQcSN04nSeqwpFkjj9ditNIhv+5xPAV6IgqamjEh\n-----END EC PRIVATE KEY--... |
105,218 | export API_KEY="" | hard_negative | [] | [] | [] | [] |
84,390 | export LAST_NAME=Barnes
export GDPR_PASSPORT=027744959
export DISPLAYNAME=Mrs. Lewis Roberts | env_vars | [
"LAST_NAME",
"GDPR_PASSPORT",
"NAME"
] | [
17,
45,
74
] | [
23,
54,
92
] | [
"Barnes",
"027744959",
"Mrs. Lewis Roberts"
] |
31,641 | FIRST_NAME=Danny
USER_EMAIL=reginald89@thompson-medina.com
POSTALCODE=50570 | env_vars | [
"FIRST_NAME",
"EMAIL",
"ZIPCODE"
] | [
11,
28,
70
] | [
16,
58,
75
] | [
"Danny",
"reginald89@thompson-medina.com",
"50570"
] |
2,127 | const API_KEY = "your-api-key-here"; | hard_negative | [] | [] | [] | [] |
14,070 | // test data
ST=Victoria | env_vars | [
"STATE"
] | [
16
] | [
24
] | [
"Victoria"
] |
42,323 | PROVINCE=QLD
PCI_EXPIRY=04/32
CELL=2580652049 | env_vars | [
"STATE",
"PCI_EXPIRY",
"PHONE"
] | [
9,
24,
35
] | [
12,
29,
45
] | [
"QLD",
"04/32",
"2580652049"
] |
142,606 | git commit -m "Fix bug" | hard_negative | [] | [] | [] | [] |
72,049 | address: 97/4 Hoffman Lees | yaml | [
"STREET"
] | [
9
] | [
26
] | [
"97/4 Hoffman Lees"
] |
17,227 | # temporary
pci_track: %B5844446242656019^HO/DAVID^290319875427466961?
private_key: -----BEGIN RSA PRIVATE KEY-----
70QHT830iUjRoFZY3rv3LT9In8qw4chQO42PJ1VeHVGAC9mkQfZJGKKY0C0qy1aX
fEBz9VfBAu0Muj1tD+qBR6Q7fEwMM9e97N7evL62Jsw8iLx4fs/LmlPGGibtm/39
X+QpMj3ZKXWxd/IBLbs3ng+pls3I/QQ7SRryShGpkA6uBd9XTXO/2PvrjQ24z9R9
7LhKGpLk7... | yaml | [
"PCI_TRACK",
"PRIVATE_KEY"
] | [
23,
84
] | [
70,
2264
] | [
"%B5844446242656019^HO/DAVID^290319875427466961?",
"-----BEGIN RSA PRIVATE KEY-----\n70QHT830iUjRoFZY3rv3LT9In8qw4chQO42PJ1VeHVGAC9mkQfZJGKKY0C0qy1aX\nfEBz9VfBAu0Muj1tD+qBR6Q7fEwMM9e97N7evL62Jsw8iLx4fs/LmlPGGibtm/39\nX+QpMj3ZKXWxd/IBLbs3ng+pls3I/QQ7SRryShGpkA6uBd9XTXO/2PvrjQ24z9R9\n7LhKGpLk7igyiI4mRFzFa8tlkg9Ou6c... |
3,271 | INSERT INTO users (pci_expiry) VALUES ('01/29'); | sql_insert | [
"PCI_EXPIRY"
] | [
40
] | [
45
] | [
"01/29"
] |
61,267 | curl -X POST https://api.example.com/users -H "Authorization: Bearer ANVAXAVHELEGOE6QQX3Y" -d '{ "mobile": "1-309-117-5452", "hipaa_account": "13704997" }' | curl | [
"AWS_KEY",
"PHONE",
"HIPAA_ACCOUNT"
] | [
69,
108,
143
] | [
89,
122,
151
] | [
"ANVAXAVHELEGOE6QQX3Y",
"1-309-117-5452",
"13704997"
] |
48,827 | /* dev only */
export DRIVER_LICENSE=48854081
export AWS_ACCESS_KEY_ID=ANVANXXV29HVFIS3QO6P | env_vars | [
"DRIVER_LICENSE",
"AWS_KEY"
] | [
37,
71
] | [
45,
91
] | [
"48854081",
"ANVANXXV29HVFIS3QO6P"
] |
4,399 | UPDATE accounts SET hipaa_dob='DOB: 10/07/1978', gdpr_iban='NL84RD8ZPL9FE7FE9X' WHERE id=9103; | sql_update | [
"HIPAA_DOB",
"GDPR_IBAN"
] | [
31,
60
] | [
46,
78
] | [
"DOB: 10/07/1978",
"NL84RD8ZPL9FE7FE9X"
] |
16,811 | phone: "000-000-0000" | hard_negative | [] | [] | [] | [] |
83,620 | options = {"apiToken": "sk-ant-o3X9AIOdd72AwjcvFMP4UVmYEBqXzQ8Lx7Nj4JPJ", "card": "5324 1921 7270 8544", "private_key": "-----BEGIN ENCRYPTED PRIVATE KEY-----
4mZ0RptTsmP5HrDAzoKMPlRWWOUK67a+ClzVsTQjti8R4D+niy78PSrzF9UNrDe1
M6acAeIOik4f6oZo+kbpI1/milsCCJAsy6OjjkGAgSgxS1dW+HevwFVmHijldZmf
MID0Wv7fOxpwbxweXIicWEMvjcWksHg... | python_dict | [
"API_KEY",
"CREDIT_CARD",
"PRIVATE_KEY",
"IP_ADDRESS",
"HIPAA_DOB"
] | [
24,
83,
121,
3251,
3282
] | [
71,
102,
3233,
3265,
3307
] | [
"sk-ant-o3X9AIOdd72AwjcvFMP4UVmYEBqXzQ8Lx7Nj4JPJ",
"5324 1921 7270 8544",
"-----BEGIN ENCRYPTED PRIVATE KEY-----\n4mZ0RptTsmP5HrDAzoKMPlRWWOUK67a+ClzVsTQjti8R4D+niy78PSrzF9UNrDe1\nM6acAeIOik4f6oZo+kbpI1/milsCCJAsy6OjjkGAgSgxS1dW+HevwFVmHijldZmf\nMID0Wv7fOxpwbxweXIicWEMvjcWksHgdeKSfch9XcKBysB12iz4zZyWsjku1wNPI\n... |
42,880 | FIRST_NAME=Yolanda
KEY=bearer_og45Narvq6m9MDpzGYTFqS81gnpFQFrODtDGenct
AWSKEY=AGPA10Q22LP7DV4OXBVW | env_vars | [
"FIRST_NAME",
"API_KEY",
"AWS_KEY"
] | [
11,
23,
78
] | [
18,
70,
98
] | [
"Yolanda",
"bearer_og45Narvq6m9MDpzGYTFqS81gnpFQFrODtDGenct",
"AGPA10Q22LP7DV4OXBVW"
] |
105,379 | First Name: Amber
Hipaa Dob: DOB: September 22, 1966
Pci Expiry: 24/08 | form | [
"FIRST_NAME",
"HIPAA_DOB",
"PCI_EXPIRY"
] | [
12,
29,
65
] | [
17,
52,
70
] | [
"Amber",
"DOB: September 22, 1966",
"24/08"
] |
146,436 | LAST_NAME=Meadows | env_vars | [
"LAST_NAME"
] | [
10
] | [
17
] | [
"Meadows"
] |
97,444 | details = {"ip_address": "c90a:139c:615c:39c5:7cbb:f531:2df4:ab6f", "emailAddress": "dannyball@palmer-banks.com", "hipaa_dob": "Birth Date: 06/13/1944"} | python_dict | [
"IP_ADDRESS",
"EMAIL",
"HIPAA_DOB"
] | [
26,
85,
128
] | [
65,
111,
150
] | [
"c90a:139c:615c:39c5:7cbb:f531:2df4:ab6f",
"dannyball@palmer-banks.com",
"Birth Date: 06/13/1944"
] |
102,758 | authenticate({ hipaa_account: '90469113197', city: 'Port Christianborough' }); | function | [
"HIPAA_ACCOUNT",
"CITY"
] | [
31,
52
] | [
42,
73
] | [
"90469113197",
"Port Christianborough"
] |
6,616 | constants = {"first_name": "Jodie", "secret_key": "NYyu####lV", "hipaa_dob": "Born: January 12, 1935"} | python_dict | [
"FIRST_NAME",
"PASSWORD",
"HIPAA_DOB"
] | [
28,
51,
78
] | [
33,
61,
100
] | [
"Jodie",
"NYyu####lV",
"Born: January 12, 1935"
] |
100,448 | var item = { contactEmail: kevin.harding@phillips-caldwell.info, last_name: 'Green', hipaa_account: "Account#57910325693", gdpr_passport: "7L4Q3RWI" }; | js_object | [
"EMAIL",
"LAST_NAME",
"HIPAA_ACCOUNT",
"GDPR_PASSPORT"
] | [
27,
77,
101,
139
] | [
63,
82,
120,
147
] | [
"kevin.harding@phillips-caldwell.info",
"Green",
"Account#57910325693",
"7L4Q3RWI"
] |
46,378 | Gdpr Passport: AZZSGCHG
Awskey: AROACURUFLYTWBK7H5AM
City: North Stewart
Hipaa Mrn: M3844510159 | form | [
"GDPR_PASSPORT",
"AWS_KEY",
"CITY",
"HIPAA_MRN"
] | [
15,
32,
59,
84
] | [
23,
52,
72,
95
] | [
"AZZSGCHG",
"AROACURUFLYTWBK7H5AM",
"North Stewart",
"M3844510159"
] |
129,061 | INSERT INTO patients (pci_pan, pci_expiry) VALUES ('0139510951604380', '03.34'); | sql_insert | [
"PCI_PAN",
"PCI_EXPIRY"
] | [
52,
72
] | [
68,
77
] | [
"0139510951604380",
"03.34"
] |
35,727 | export LAST_NAME=Sherman
export HIPAA_MRN=M69524763
export GDPR_IBAN=GB68-ZQB4-63B0-PBRM-6N2L-AG
export NAME=Anna Brown | env_vars | [
"LAST_NAME",
"HIPAA_MRN",
"GDPR_IBAN",
"NAME"
] | [
17,
42,
69,
109
] | [
24,
51,
96,
119
] | [
"Sherman",
"M69524763",
"GB68-ZQB4-63B0-PBRM-6N2L-AG",
"Anna Brown"
] |
96,044 | # temporary
let settings = { hipaa_mrn: Patient#31704495, pwd: "wW5gL4vmH5BYd", first_name: "John" }; | js_object | [
"HIPAA_MRN",
"PASSWORD",
"FIRST_NAME"
] | [
40,
64,
93
] | [
56,
77,
97
] | [
"Patient#31704495",
"wW5gL4vmH5BYd",
"John"
] |
101,745 | Last Name: Griffiths
Driver License: SD 7391324974 | form | [
"LAST_NAME",
"DRIVER_LICENSE"
] | [
11,
37
] | [
20,
50
] | [
"Griffiths",
"SD 7391324974"
] |
38,756 | Last Name: Wilson | form | [
"LAST_NAME"
] | [
11
] | [
17
] | [
"Wilson"
] |
19,322 | # from env
ST=Ohio
LAST_NAME=Martin
PHONE=(721) 362-2949
DRIVER_LICENSE=NSW 154783195538
PCI_EXPIRY=06/33 | env_vars | [
"STATE",
"LAST_NAME",
"PHONE",
"DRIVER_LICENSE",
"PCI_EXPIRY"
] | [
14,
29,
42,
72,
100
] | [
18,
35,
56,
88,
105
] | [
"Ohio",
"Martin",
"(721) 362-2949",
"NSW 154783195538",
"06/33"
] |
81,059 | INSERT INTO patients (zipcode, phone, dob) VALUES ('27389-1245', '+11723214327', '04-23-1955'); | sql_insert | [
"ZIPCODE",
"PHONE",
"DOB"
] | [
52,
66,
82
] | [
62,
78,
92
] | [
"27389-1245",
"+11723214327",
"04-23-1955"
] |
24,767 | export GDPR_PASSPORT=0277194
export AUTH_KEY=bfdabfffffda2ed4f2db868c0a37f1c0 | env_vars | [
"GDPR_PASSPORT",
"API_KEY"
] | [
21,
45
] | [
28,
77
] | [
"0277194",
"bfdabfffffda2ed4f2db868c0a37f1c0"
] |
62,460 | // FIXME: hardcoded value
Tel: (744) 132-5422
Gdpr Passport: 101059
Creditcard: 2720-5853-8595-9289
Gdpr Iban: DE99 9RCG 0AXY QOO9 TDNT U1
Hipaa Dob: Birth Date: 01/11/2015 | form | [
"PHONE",
"GDPR_PASSPORT",
"CREDIT_CARD",
"GDPR_IBAN",
"HIPAA_DOB"
] | [
31,
61,
80,
111,
150
] | [
45,
67,
99,
138,
172
] | [
"(744) 132-5422",
"101059",
"2720-5853-8595-9289",
"DE99 9RCG 0AXY QOO9 TDNT U1",
"Birth Date: 01/11/2015"
] |
72,647 | Correct gdpr_iban: DE68 9L3K B0Q1 TX39 BUYU J9, New gdpr_nin: LM952461B, Use this phone_number: +1 (330) 738-9348, Try last_name: Bean | chat | [
"GDPR_IBAN",
"GDPR_NIN",
"PHONE",
"LAST_NAME"
] | [
19,
62,
96,
130
] | [
46,
71,
113,
134
] | [
"DE68 9L3K B0Q1 TX39 BUYU J9",
"LM952461B",
"+1 (330) 738-9348",
"Bean"
] |
46,687 | // FIXME: hardcoded value
pci_expiry: 2032-03
authKey: ba75acc5-5e5d-4e26-98f4-2716837fb5dd
first_name: Kayla
ccNumber: 3702 9478 6163 006 | yaml | [
"PCI_EXPIRY",
"API_KEY",
"FIRST_NAME",
"CREDIT_CARD"
] | [
38,
55,
104,
120
] | [
45,
91,
109,
138
] | [
"2032-03",
"ba75acc5-5e5d-4e26-98f4-2716837fb5dd",
"Kayla",
"3702 9478 6163 006"
] |
78,541 | employee = {"hipaa_mrn": "#477951521", "streetAddress": "346 Macdonald Light"} | python_dict | [
"HIPAA_MRN",
"STREET"
] | [
26,
57
] | [
36,
76
] | [
"#477951521",
"346 Macdonald Light"
] |
113,000 | export FULL_NAME=Joanne T. Burke
export USER_EMAIL=uwilliams@jones.com
export SECRET_KEY=apikey_QTXoY5KemoOdIE177Nifj7rva7ROeBwJ
export ZIPCODE=35850 | env_vars | [
"NAME",
"EMAIL",
"API_KEY",
"ZIPCODE"
] | [
17,
51,
89,
144
] | [
32,
70,
128,
149
] | [
"Joanne T. Burke",
"uwilliams@jones.com",
"apikey_QTXoY5KemoOdIE177Nifj7rva7ROeBwJ",
"35850"
] |
77,561 | Correct last_name: Scott. Try gdpr_iban: SE56QOPD44AG4RGOXVGGYBVY. The gdpr_passport: 593303739. It's town: Alexandriaborough. Use this pci_track: ;2048335990376273=240454442089226668? | chat | [
"LAST_NAME",
"GDPR_IBAN",
"GDPR_PASSPORT",
"CITY",
"PCI_TRACK"
] | [
19,
41,
86,
108,
147
] | [
24,
65,
95,
125,
184
] | [
"Scott",
"SE56QOPD44AG4RGOXVGGYBVY",
"593303739",
"Alexandriaborough",
";2048335990376273=240454442089226668?"
] |
44,863 | var env = { apiToken: sk-ant-zxvHL3hXXf09rPNJekP2env8q9VysDBM5k2vyVY1, socialSecurityNumber: 643503863 }; | js_object | [
"API_KEY",
"SSN"
] | [
22,
93
] | [
69,
102
] | [
"sk-ant-zxvHL3hXXf09rPNJekP2env8q9VysDBM5k2vyVY1",
"643503863"
] |
114,953 | INSERT INTO members (secretKey, pci_expiry) VALUES ('pk_test_CTlp0KbCbSetscFLXjBauay7', '05/31'); | sql_insert | [
"API_KEY",
"PCI_EXPIRY"
] | [
53,
89
] | [
85,
94
] | [
"pk_test_CTlp0KbCbSetscFLXjBauay7",
"05/31"
] |
47,193 | [WARN] hipaa_account=83530362 secret_key=jlUqTmY744evJDtx2 gdpr_nin=LM-42-36-96-A ip_address=172.16.40.52 postalCode=90133 | log | [
"HIPAA_ACCOUNT",
"PASSWORD",
"GDPR_NIN",
"IP_ADDRESS",
"ZIPCODE"
] | [
21,
41,
68,
93,
117
] | [
29,
58,
81,
105,
122
] | [
"83530362",
"jlUqTmY744evJDtx2",
"LM-42-36-96-A",
"172.16.40.52",
"90133"
] |
37,035 | export HIPAA_MRN=4215223888
export GDPR_PASSPORT=YJ0637 | env_vars | [
"HIPAA_MRN",
"GDPR_PASSPORT"
] | [
17,
49
] | [
27,
55
] | [
"4215223888",
"YJ0637"
] |
128,553 | export ZIP_CODE=86421
export USER_NAME=Martin B. Le | env_vars | [
"ZIPCODE",
"NAME"
] | [
16,
39
] | [
21,
51
] | [
"86421",
"Martin B. Le"
] |
23,613 | // TODO: remove before commit
My full_name: Lee, Amy. The addr: 62 Stephanie Slope | chat | [
"NAME",
"STREET"
] | [
44,
64
] | [
52,
82
] | [
"Lee, Amy",
"62 Stephanie Slope"
] |
133,001 | export GDPR_IBAN=GB30-E285-6L3W-SUGK-RH9G-BP | env_vars | [
"GDPR_IBAN"
] | [
17
] | [
44
] | [
"GB30-E285-6L3W-SUGK-RH9G-BP"
] |
93,096 | export HIPAA_ACCOUNT=ACCT38054232
export ACCESSKEYID=AIPARH2595ENASQIZBQ3 | env_vars | [
"HIPAA_ACCOUNT",
"AWS_KEY"
] | [
21,
53
] | [
33,
73
] | [
"ACCT38054232",
"AIPARH2595ENASQIZBQ3"
] |
121,342 | payment = {"email_address": "antony8@yahoo.co.uk", "last_name": "Valdez", "pci_pan": "996768613988376"} | python_dict | [
"EMAIL",
"LAST_NAME",
"PCI_PAN"
] | [
29,
65,
86
] | [
48,
71,
101
] | [
"antony8@yahoo.co.uk",
"Valdez",
"996768613988376"
] |
95,618 | class User { constructor() {} } | hard_negative | [] | [] | [] | [] |
92,176 | # from env
INSERT INTO employees (gdpr_passport, postal_code, ip_address, hipaa_mrn) VALUES ('5273496', '01585-8210', '884c:453a:b705:dea9:bb97:471a:7862:cb9', 'MR-5971289356'); | sql_insert | [
"GDPR_PASSPORT",
"ZIPCODE",
"IP_ADDRESS",
"HIPAA_MRN"
] | [
94,
105,
119,
161
] | [
101,
115,
157,
174
] | [
"5273496",
"01585-8210",
"884c:453a:b705:dea9:bb97:471a:7862:cb9",
"MR-5971289356"
] |
145,804 | const API_KEY = "xxxxxxxxxxxxxxxx"; | hard_negative | [] | [] | [] | [] |
15,740 | export POSTAL_CODE=06624-0069 | env_vars | [
"ZIPCODE"
] | [
19
] | [
29
] | [
"06624-0069"
] |
4,166 | var result = { street_address: '471 Myers Village', gdpr_iban: FI29-8QVP-GCT9-JCOS-F9, dob: '07-28-1965' }; | js_object | [
"STREET",
"GDPR_IBAN",
"DOB"
] | [
32,
63,
93
] | [
49,
85,
103
] | [
"471 Myers Village",
"FI29-8QVP-GCT9-JCOS-F9",
"07-28-1965"
] |
125,767 | INSERT INTO accounts (addr) VALUES ('Studio 28
Owen Flats'); | sql_insert | [
"STREET"
] | [
37
] | [
57
] | [
"Studio 28\nOwen Flats"
] |
44,499 | Pci Pan: 0379XXXXXXXXXX1967
Customername: Angie B. Hernandez | form | [
"PCI_PAN",
"NAME"
] | [
9,
42
] | [
27,
60
] | [
"0379XXXXXXXXXX1967",
"Angie B. Hernandez"
] |
32,112 | /* dev only */
[WARN] hipaa_account=A568065 first_name=Vincent phone_number=662-904-0862 email=nrobinson@farrell.com | log | [
"HIPAA_ACCOUNT",
"FIRST_NAME",
"PHONE",
"EMAIL"
] | [
36,
55,
76,
95
] | [
43,
62,
88,
116
] | [
"A568065",
"Vincent",
"662-904-0862",
"nrobinson@farrell.com"
] |
101,336 | # temporary
var info = { cc_number: "5438-4395-2183-5563", street: "Flat 66F
Paige Pine", pwd: "#9MxrBeoOHkxY", ssn: '652-34-4431' }; | js_object | [
"CREDIT_CARD",
"STREET",
"PASSWORD",
"SSN"
] | [
37,
68,
96,
118
] | [
56,
87,
109,
129
] | [
"5438-4395-2183-5563",
"Flat 66F\nPaige Pine",
"#9MxrBeoOHkxY",
"652-34-4431"
] |
29,383 | [INFO] aws_key=AGPAFAW4E6SKSEA1Q65M hipaa_dob=DOB: 08/22/1941 hipaa_mrn=Patient#1642737242 | log | [
"AWS_KEY",
"HIPAA_DOB",
"HIPAA_MRN"
] | [
15,
46,
72
] | [
35,
61,
90
] | [
"AGPAFAW4E6SKSEA1Q65M",
"DOB: 08/22/1941",
"Patient#1642737242"
] |
122,519 | # temporary
DRIVER_LICENSE=AS694163217839 | env_vars | [
"DRIVER_LICENSE"
] | [
27
] | [
41
] | [
"AS694163217839"
] |
118,783 | let invoice = { contact: "(747) 775-7511", last_name: "Robinson" }; | js_object | [
"PHONE",
"LAST_NAME"
] | [
26,
55
] | [
40,
63
] | [
"(747) 775-7511",
"Robinson"
] |
131,383 | [ERROR] locality=West Karenbury pci_track=%B1088893734757800^BROWNING/JEREMY^30120047211447878? | log | [
"CITY",
"PCI_TRACK"
] | [
17,
42
] | [
31,
95
] | [
"West Karenbury",
"%B1088893734757800^BROWNING/JEREMY^30120047211447878?"
] |
90,924 | let patient = { first_name: Jade, date_of_birth: "1949-04-07", last_name: 'Jones', locality: Stevenville }; | js_object | [
"FIRST_NAME",
"DOB",
"LAST_NAME",
"CITY"
] | [
28,
50,
75,
93
] | [
32,
60,
80,
104
] | [
"Jade",
"1949-04-07",
"Jones",
"Stevenville"
] |
127,037 | UPDATE customers SET tax_id='430493661', hipaa_account='ACCT-73344232015', gdpr_nin='YZ-61-40-42-D' WHERE id=95; | sql_update | [
"SSN",
"HIPAA_ACCOUNT",
"GDPR_NIN"
] | [
29,
56,
85
] | [
38,
72,
98
] | [
"430493661",
"ACCT-73344232015",
"YZ-61-40-42-D"
] |
127,121 | DEBUG: gdpr_iban=FI56 X4B9 9TL7 M7UO 4M hipaa_mrn=#72011640 | log | [
"GDPR_IBAN",
"HIPAA_MRN"
] | [
17,
50
] | [
39,
59
] | [
"FI56 X4B9 9TL7 M7UO 4M",
"#72011640"
] |
106,859 | [WARN] private_key=-----BEGIN PRIVATE KEY-----
Zyn52VAUMP5wXOQODI2dlQXnuQxJPBTr6QdWykUHzz5f7bO2OlkydiF8QgxUObN7
KYMUbAK0Aws20o8dqUHR0jjSo7+ZB0nwhVelSwuOAAWJBRO6gzqAyToBIQXvhrUN
db1GAK4qKX72i+pxLkcsaonDFHeIbkXObF9e7+U4pPYEEbb2F3yzC+zUOm5ns4zr
e4xK9LXe8Ol6j8Zyrs3uk7P4qpPggv20U5lL/e+2rcEf4vySSwORXNGMB86yKgE+
KUide3nnouiWw... | log | [
"PRIVATE_KEY",
"HIPAA_ACCOUNT",
"EMAIL"
] | [
19,
2117,
2145
] | [
2102,
2131,
2170
] | [
"-----BEGIN PRIVATE KEY-----\nZyn52VAUMP5wXOQODI2dlQXnuQxJPBTr6QdWykUHzz5f7bO2OlkydiF8QgxUObN7\nKYMUbAK0Aws20o8dqUHR0jjSo7+ZB0nwhVelSwuOAAWJBRO6gzqAyToBIQXvhrUN\ndb1GAK4qKX72i+pxLkcsaonDFHeIbkXObF9e7+U4pPYEEbb2F3yzC+zUOm5ns4zr\ne4xK9LXe8Ol6j8Zyrs3uk7P4qpPggv20U5lL/e+2rcEf4vySSwORXNGMB86yKgE+\nKUide3nnouiWwVXiOcRQ2+... |
90,910 | PCI_TRACK=%B9201152919990192^GARCIA/PAIGE^280193241302069?
PCI_PAN=354684862139845259
PHONENUMBER=116-904-8356 | env_vars | [
"PCI_TRACK",
"PCI_PAN",
"PHONE"
] | [
10,
67,
98
] | [
58,
85,
110
] | [
"%B9201152919990192^GARCIA/PAIGE^280193241302069?",
"354684862139845259",
"116-904-8356"
] |
49,501 | // deprecated
GDPR_NIN=CD845206A
PCI_EXPIRY=03-25
SOCIALSECURITYNUMBER=020093634
PROVINCE=GA | env_vars | [
"GDPR_NIN",
"PCI_EXPIRY",
"SSN",
"STATE"
] | [
23,
44,
71,
90
] | [
32,
49,
80,
92
] | [
"CD845206A",
"03-25",
"020093634",
"GA"
] |
98,330 | const details = { hipaa_mrn: #63877220507, AWS_KEY: ANPAQXA0IG2NCDC0CNGN, socialSecurity: 104-55-0866, first_name: Gregory }; | js_object | [
"HIPAA_MRN",
"AWS_KEY",
"SSN",
"FIRST_NAME"
] | [
29,
52,
90,
115
] | [
41,
72,
101,
122
] | [
"#63877220507",
"ANPAQXA0IG2NCDC0CNGN",
"104-55-0866",
"Gregory"
] |
92,207 | export GDPR_NIN=TW149550D
export PCI_EXPIRY=09/2032 | env_vars | [
"GDPR_NIN",
"PCI_EXPIRY"
] | [
16,
44
] | [
25,
51
] | [
"TW149550D",
"09/2032"
] |
End of preview. Expand in Data Studio
PasteProof PII Dataset v2
Improved synthetic dataset for training PII detection models.
What's New in v2
- Dynamic templates: Templates generated on-the-fly with random variation
- More format variations: Each entity type has many format options
- Hard negatives: 10% of samples are tricky non-PII that looks like PII
- Variable key names:
apiKey,api_key,API_KEY, etc. - More entity generators: Many more API key formats, card types, etc.
Entity Types (27)
Financial: CREDIT_CARD, PCI_PAN, PCI_TRACK, PCI_EXPIRY Security: API_KEY (40+ patterns), AWS_KEY, PRIVATE_KEY, PASSWORD HIPAA: HIPAA_MRN, HIPAA_ACCOUNT, HIPAA_DOB GDPR: GDPR_PASSPORT, GDPR_NIN, GDPR_IBAN Identity: NAME, FIRST_NAME, LAST_NAME, SSN, DOB, DRIVER_LICENSE Contact: EMAIL, PHONE, IP_ADDRESS Address: STREET, CITY, STATE, ZIPCODE
Splits
| Split | Count |
|---|---|
| Train | 120,000 |
| Validation | 15,000 |
| Test | 15,000 |
Usage
from datasets import load_dataset
dataset = load_dataset("joneauxedgar/pasteproof-pii-dataset-v2")
License
MIT - 100% synthetic, 100% commercially usable.
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