id stringlengths 8 8 | text stringlengths 20 333 | has_pii bool 1
class | pii listlengths 1 10 | context stringclasses 10
values | risk stringclasses 3
values | language stringclasses 25
values | num_pii int64 1 10 |
|---|---|---|---|---|---|---|---|
79a0c086 | 我的IP是 172.136.118.238 请加入白名单。 | true | [
{
"type": "IPV4",
"value": "172.136.118.238",
"start": 6,
"end": 21
}
] | medical_note | low | zh | 1 |
47ddbc5b | Meine IBAN DE23678599924753956094 für die Rückerstattung. | true | [
{
"type": "IBAN",
"value": "DE23678599924753956094",
"start": 11,
"end": 33
}
] | code_snippet | high | de | 1 |
dee7057d | หมายเลขบัตรของฉันคือ 4309529423913062391 หมดอายุ 12/28 | true | [
{
"type": "CREDIT_CARD",
"value": "4309529423913062391",
"start": 21,
"end": 40
}
] | email | high | th | 1 |
f9450d61 | Merhaba, e-postam ilkbahar41@example.net, lütfen oraya gönderin. IP'm 151.63.65.253 lütfen beyaz listeye alın. | true | [
{
"type": "EMAIL",
"value": "ilkbahar41@example.net",
"start": 18,
"end": 40
},
{
"type": "IPV4",
"value": "151.63.65.253",
"start": 70,
"end": 83
}
] | support_ticket | medium | tr | 2 |
b3d040ff | Номер карты 4208963910267195 срок 12/28. Паспорт 127259050 - бронируйте билет на Аскольд Теймуразович Колобов. | true | [
{
"type": "CREDIT_CARD",
"value": "4208963910267195",
"start": 12,
"end": 28
},
{
"type": "PASSPORT",
"value": "127259050",
"start": 49,
"end": 58
},
{
"type": "PERSON_NAME",
"value": "Аскольд Теймуразович Колобов",
"start": 81,
"end": 109
}
] | ecommerce | high | ru | 3 |
bae683c6 | হাই, আমার ইমেইল sinpritm@example.org, অনুগ্রহ করে সেখানে পাঠান। | true | [
{
"type": "EMAIL",
"value": "sinpritm@example.org",
"start": 16,
"end": 36
}
] | email | medium | bn | 1 |
f2d440e2 | 病历号是 MRN283723 在总医院。 我叫 周波，住在 陕西省雷市怀柔嘉禾街Y座 386298。 | true | [
{
"type": "MEDICAL_RECORD",
"value": "MRN283723",
"start": 5,
"end": 14
},
{
"type": "PERSON_NAME",
"value": "周波",
"start": 24,
"end": 26
},
{
"type": "STREET_ADDRESS",
"value": "陕西省雷市怀柔嘉禾街Y座 386298",
"start": 30,
"end": 49
}
] | social_post | high | zh | 3 |
f64ed1c0 | ਪਾਸਪੋਰਟ D59779163 - ਕਿਰਪਾ ਕਰਕੇ Yashvi Parekh ਦੇ ਨਾਮ 'ਤੇ ਟਿਕਟ ਬੁੱਕ ਕਰੋ। | true | [
{
"type": "PASSPORT",
"value": "D59779163",
"start": 8,
"end": 17
},
{
"type": "PERSON_NAME",
"value": "Yashvi Parekh",
"start": 31,
"end": 44
}
] | code_snippet | high | pa | 2 |
7493a915 | 600-264-9147 로 오후 5시 이후에 연락주세요. | true | [
{
"type": "PHONE",
"value": "600-264-9147",
"start": 0,
"end": 12
}
] | medical_note | medium | ko | 1 |
b3fce7df | मेरा नाम माननीय महात्मा झादव है और मैं 02 नाथ, अलांग 234989 में रहता हूँ। संपर्क अशोक कपूर ईमेल vimlsinh@example.com फोन (476) 429-9503 | true | [
{
"type": "PERSON_NAME",
"value": "माननीय महात्मा झादव",
"start": 9,
"end": 28
},
{
"type": "STREET_ADDRESS",
"value": "02 नाथ, अलांग 234989",
"start": 39,
"end": 59
},
{
"type": "PERSON_NAME",
"value": "अशोक कपूर",
"start": 81,
"end": 90
},
{
"type": ... | code_snippet | medium | hi | 5 |
3468ee95 | Moje IP to 73.46.22.27 dodaj do whitelisty. | true | [
{
"type": "IPV4",
"value": "73.46.22.27",
"start": 11,
"end": 22
}
] | medical_note | low | pl | 1 |
7cd84a7e | నా కార్డు నంబర్ 3554634592733596. Thanks! | true | [
{
"type": "CREDIT_CARD",
"value": "3554634592733596",
"start": 16,
"end": 32
}
] | ecommerce | high | te | 1 |
dd104cfa | Медкарта MRN786492 в Главной больнице. | true | [
{
"type": "MEDICAL_RECORD",
"value": "MRN786492",
"start": 9,
"end": 18
}
] | social_post | high | ru | 1 |
b37deb9c | Meine IBAN DE08851064637062353359 für die Rückerstattung. | true | [
{
"type": "IBAN",
"value": "DE08851064637062353359",
"start": 11,
"end": 33
}
] | legal | high | de | 1 |
59d2843b | Joignez-moi au +33 (0)2 33 35 84 76 après 17h. | true | [
{
"type": "PHONE",
"value": "+33 (0)2 33 35 84 76",
"start": 15,
"end": 35
}
] | support_ticket | medium | fr | 1 |
899d1aa4 | আমার নাম আশালতা প্রামানিক এবং আমি ফ্ল্যাট ৯৭, বাড়ী নং ৮, লালএভিনিউ, তেরমাটি, নরসিংদী, ৪৪৫৯ এ থাকি। | true | [
{
"type": "PERSON_NAME",
"value": "আশালতা প্রামানিক",
"start": 9,
"end": 25
},
{
"type": "STREET_ADDRESS",
"value": "ফ্ল্যাট ৯৭, বাড়ী নং ৮, লালএভিনিউ, তেরমাটি, নরসিংদী, ৪৪৫৯",
"start": 34,
"end": 91
}
] | legal | medium | bn | 2 |
0d86787f | ਪਾਸਪੋਰਟ C42796394 - ਕਿਰਪਾ ਕਰਕੇ Nikita Chaudhary ਦੇ ਨਾਮ 'ਤੇ ਟਿਕਟ ਬੁੱਕ ਕਰੋ। | true | [
{
"type": "PASSPORT",
"value": "C42796394",
"start": 8,
"end": 17
},
{
"type": "PERSON_NAME",
"value": "Nikita Chaudhary",
"start": 31,
"end": 47
}
] | chat | high | pa | 2 |
6d62ae71 | 驾驶证号 K9493517X 验证 陈秀芳。 我叫 刘雪，住在 河南省潜江市璧山上海路J座 753484。 | true | [
{
"type": "DRIVERS_LICENSE",
"value": "K9493517X",
"start": 5,
"end": 14
},
{
"type": "PERSON_NAME",
"value": "陈秀芳",
"start": 18,
"end": 21
},
{
"type": "PERSON_NAME",
"value": "刘雪",
"start": 26,
"end": 28
},
{
"type": "STREET_ADDRESS",
"value": "河... | medical_note | high | zh | 4 |
da757e98 | నేను Vidhi Palla, పుట్టిన తేదీ 1997-04-25. | true | [
{
"type": "PERSON_NAME",
"value": "Vidhi Palla",
"start": 5,
"end": 16
},
{
"type": "DATE_OF_BIRTH",
"value": "1997-04-25",
"start": 31,
"end": 41
}
] | finance | medium | te | 2 |
51f2c4a5 | Meu nome é Miriam Moreira e moro em Travessa de Oliveira, 55, 2341-896 Ílhavo. | true | [
{
"type": "PERSON_NAME",
"value": "Miriam Moreira",
"start": 11,
"end": 25
},
{
"type": "STREET_ADDRESS",
"value": "Travessa de Oliveira, 55, 2341-896 Ílhavo",
"start": 36,
"end": 77
}
] | chat | medium | pt | 2 |
03b062d9 | Hi team, my personal email evanswilliam@example.net and phone (466)725-8936 - Eric Washington Power of attorney: Jessica Rivera (DOB 08/26/1994, SSN 192-29-8651) grants to Amanda Lee | true | [
{
"type": "EMAIL",
"value": "evanswilliam@example.net",
"start": 27,
"end": 51
},
{
"type": "PHONE",
"value": "(466)725-8936",
"start": 62,
"end": 75
},
{
"type": "PERSON_NAME",
"value": "Eric Washington",
"start": 78,
"end": 93
},
{
"type": "PERSON_NA... | email | high | en | 7 |
ee624a78 | हाय, माझा ईमेल moreumaa@example.com आहे, कृपया तिथे पाठवा. माझे नाव श्री मकरंद कुलकर्णी आहे आणि मी 29/30 कुलकर्णी, मुंबई-551374 येथे राहतो. | true | [
{
"type": "EMAIL",
"value": "moreumaa@example.com",
"start": 15,
"end": 35
},
{
"type": "PERSON_NAME",
"value": "श्री मकरंद कुलकर्णी",
"start": 68,
"end": 87
},
{
"type": "STREET_ADDRESS",
"value": "29/30 कुलकर्णी, मुंबई-551374",
"start": 99,
"end": 127
}
] | code_snippet | medium | mr | 3 |
99d23911 | રિફંડ માટે મારો IBAN GB30NNHU56980146367445. | true | [
{
"type": "IBAN",
"value": "GB30NNHU56980146367445",
"start": 21,
"end": 43
}
] | resume | high | gu | 1 |
54b143a2 | હું શ્રીમતી દીપા કુમાર, જન્મતારીખ 06/19/2001. મારો મેડિકલ રેકોર્ડ MRN969130 | true | [
{
"type": "PERSON_NAME",
"value": "શ્રીમતી દીપા કુમાર",
"start": 4,
"end": 22
},
{
"type": "DATE_OF_BIRTH",
"value": "06/19/2001",
"start": 34,
"end": 44
},
{
"type": "MEDICAL_RECORD",
"value": "MRN969130",
"start": 66,
"end": 75
}
] | resume | high | gu | 3 |
6fcadb40 | 저는 고하은, 생년월일은 1980年04月15日 입니다. | true | [
{
"type": "PERSON_NAME",
"value": "고하은",
"start": 3,
"end": 6
},
{
"type": "DATE_OF_BIRTH",
"value": "1980年04月15日",
"start": 14,
"end": 25
}
] | legal | medium | ko | 2 |
f2ef22be | हाय, मेरा ईमेल aahuujaaankitaa@example.com है, कृपया वहीं भेजें। | true | [
{
"type": "EMAIL",
"value": "aahuujaaankitaa@example.com",
"start": 15,
"end": 42
}
] | medical_note | medium | hi | 1 |
aab7aece | Use my SSN 324-24-4116 for verification. | true | [
{
"type": "SSN",
"value": "324-24-4116",
"start": 11,
"end": 22
}
] | chat | high | en | 1 |
a929bc44 | Пацієнт Алла Данькевич дата нар. 1971-10-22 картка MRN875470 API ключ ghp_Xn2bOTa4XGsFHjiQ9QDfVTWOzrkOP793 - не діліться! | true | [
{
"type": "PERSON_NAME",
"value": "Алла Данькевич",
"start": 8,
"end": 22
},
{
"type": "DATE_OF_BIRTH",
"value": "1971-10-22",
"start": 33,
"end": 43
},
{
"type": "MEDICAL_RECORD",
"value": "MRN875470",
"start": 51,
"end": 60
},
{
"type": "API_KEY",
... | code_snippet | high | uk | 4 |
fdc25b2a | तुम्ही मला 03102580336 वर संध्याकाळी ५ नंतर संपर्क करू शकता. | true | [
{
"type": "PHONE",
"value": "03102580336",
"start": 11,
"end": 22
}
] | support_ticket | medium | mr | 1 |
c7c263e6 | La clave API es api_49OIp62KBfK9EkR6ngXAZzeFd8SStSap - ¡no la compartas! | true | [
{
"type": "API_KEY",
"value": "api_49OIp62KBfK9EkR6ngXAZzeFd8SStSap",
"start": 16,
"end": 52
}
] | chat | high | es | 1 |
d155cac0 | Мой IBAN RU8266466073130612YTNGJWPFDFREGFO для возврата. | true | [
{
"type": "IBAN",
"value": "RU8266466073130612YTNGJWPFDFREGFO",
"start": 9,
"end": 42
}
] | legal | high | ru | 1 |
aec05071 | Priority: Michael Arnold at 82461 Ayers Station Apt. 331, Blanchardfort, FL 62072 claims package not delivered, phone +1-952-519-1145 | true | [
{
"type": "PERSON_NAME",
"value": "Michael Arnold",
"start": 10,
"end": 24
},
{
"type": "STREET_ADDRESS",
"value": "82461 Ayers Station Apt. 331, Blanchardfort, FL 62072",
"start": 28,
"end": 81
},
{
"type": "PHONE",
"value": "+1-952-519-1145",
"start": 118,
"... | support_ticket | medium | en | 3 |
03a51149 | મારો IP 178.50.36.125 કૃપા કરીને વ્હાઇટલિસ્ટ કરો. | true | [
{
"type": "IPV4",
"value": "178.50.36.125",
"start": 8,
"end": 21
}
] | finance | low | gu | 1 |
5e6f07ae | Sono Severino Guicciardini, data di nascita 1999-06-13. Passaporto 496884893 - prenota il biglietto a nome di Amadeo Peruzzi-Troisi. | true | [
{
"type": "PERSON_NAME",
"value": "Severino Guicciardini",
"start": 5,
"end": 26
},
{
"type": "DATE_OF_BIRTH",
"value": "1999-06-13",
"start": 44,
"end": 54
},
{
"type": "PASSPORT",
"value": "496884893",
"start": 67,
"end": 76
},
{
"type": "PERSON_NAME... | resume | high | it | 4 |
a16e3b82 | Счет на ippolit2004@example.net адрес п. Ачинск, ул. Октября, д. 98 стр. 831, 572161 | true | [
{
"type": "EMAIL",
"value": "ippolit2004@example.net",
"start": 8,
"end": 31
},
{
"type": "STREET_ADDRESS",
"value": "п. Ачинск, ул. Октября, д. 98 стр. 831, 572161",
"start": 38,
"end": 84
}
] | legal | medium | ru | 2 |
7ca2ebca | CNH T3 602742H verificação para Vicente Alves. | true | [
{
"type": "DRIVERS_LICENSE",
"value": "T3 602742H",
"start": 4,
"end": 14
},
{
"type": "PERSON_NAME",
"value": "Vicente Alves",
"start": 32,
"end": 45
}
] | legal | high | pt | 2 |
72cc16a6 | Il mio IP è 155.5.154.248 puoi metterlo in whitelist? Ciao, la mia email è tpalumbo@example.net, puoi inviare lì? | true | [
{
"type": "IPV4",
"value": "155.5.154.248",
"start": 12,
"end": 25
},
{
"type": "EMAIL",
"value": "tpalumbo@example.net",
"start": 75,
"end": 95
}
] | legal | medium | it | 2 |
054ed971 | Меня зовут Комаров Назар Иларионович, живу по адресу клх Усть-Калманка, ш. Репина, д. 9/3 к. 4/2, 536698. | true | [
{
"type": "PERSON_NAME",
"value": "Комаров Назар Иларионович",
"start": 11,
"end": 36
},
{
"type": "STREET_ADDRESS",
"value": "клх Усть-Калманка, ш. Репина, д. 9/3 к. 4/2, 536698",
"start": 53,
"end": 104
}
] | finance | medium | ru | 2 |
4f536e2f | Номер карты 5670455277983130 срок 12/28. | true | [
{
"type": "CREDIT_CARD",
"value": "5670455277983130",
"start": 12,
"end": 28
}
] | social_post | high | ru | 1 |
c1251dc0 | என் IP 56.103.181.126 தயவுசெய்து வெள்ளை பட்டியலில் சேர்க்கவும். | true | [
{
"type": "IPV4",
"value": "56.103.181.126",
"start": 7,
"end": 21
}
] | code_snippet | low | ta | 1 |
dd32091c | API விசை AKIAzyJ8gOlmdAofjhbDuqIV56LQUaX5plQR - பகிர வேண்டாம்! | true | [
{
"type": "API_KEY",
"value": "AKIAzyJ8gOlmdAofjhbDuqIV56LQUaX5plQR",
"start": 9,
"end": 45
}
] | support_ticket | high | ta | 1 |
ebaf860a | หมายเลขบัตรของฉันคือ 4761060733828815189 หมดอายุ 12/28 | true | [
{
"type": "CREDIT_CARD",
"value": "4761060733828815189",
"start": 21,
"end": 40
}
] | support_ticket | high | th | 1 |
c7bccc24 | Meine IBAN DE96073397190128112436 für die Rückerstattung. | true | [
{
"type": "IBAN",
"value": "DE96073397190128112436",
"start": 11,
"end": 33
}
] | resume | high | de | 1 |
d04fc6c6 | Sou Denis da Monteiro, minha data de nascimento é 08/04/1957. | true | [
{
"type": "PERSON_NAME",
"value": "Denis da Monteiro",
"start": 4,
"end": 21
},
{
"type": "DATE_OF_BIRTH",
"value": "08/04/1957",
"start": 50,
"end": 60
}
] | code_snippet | medium | pt | 2 |
3af950c1 | يمكنك الاتصال بي على +1-970-847-9475 بعد الخامسة مساءً. | true | [
{
"type": "PHONE",
"value": "+1-970-847-9475",
"start": 21,
"end": 36
}
] | ecommerce | medium | ar | 1 |
35b6f310 | Salut, mon e-mail est ramosmathilde@example.net, pouvez-vous l'envoyer là-bas ? | true | [
{
"type": "EMAIL",
"value": "ramosmathilde@example.net",
"start": 22,
"end": 47
}
] | finance | medium | fr | 1 |
8b421aaf | पासपोर्ट 773018032 - कृपया अभिषेक राऊत नावाने तिकीट बुक करा. | true | [
{
"type": "PASSPORT",
"value": "773018032",
"start": 9,
"end": 18
},
{
"type": "PERSON_NAME",
"value": "अभिषेक राऊत",
"start": 27,
"end": 38
}
] | legal | high | mr | 2 |
ca91d50a | Meine Kartennummer ist 676149261122 gültig bis 12/28. Führerschein S3239456W Verifizierung für Evangelia Walter. | true | [
{
"type": "CREDIT_CARD",
"value": "676149261122",
"start": 23,
"end": 35
},
{
"type": "DRIVERS_LICENSE",
"value": "S3239456W",
"start": 67,
"end": 76
},
{
"type": "PERSON_NAME",
"value": "Evangelia Walter",
"start": 95,
"end": 111
}
] | legal | high | de | 3 |
c318c333 | آپ مجھ سے (755) 939-7493 پر شام 5 بجے کے بعد رابطہ کر سکتے ہیں۔ | true | [
{
"type": "PHONE",
"value": "(755) 939-7493",
"start": 10,
"end": 24
}
] | social_post | medium | ur | 1 |
69130df3 | Паспорт L72585367 - бронюйте квиток на Борис Яременко. | true | [
{
"type": "PASSPORT",
"value": "L72585367",
"start": 8,
"end": 17
},
{
"type": "PERSON_NAME",
"value": "Борис Яременко",
"start": 39,
"end": 53
}
] | resume | high | uk | 2 |
6c74a76b | Fatura rakidesezgin@example.net adres 56027 Ayülker Creek, Port Çaltı, ME 84572 | true | [
{
"type": "EMAIL",
"value": "rakidesezgin@example.net",
"start": 7,
"end": 31
},
{
"type": "STREET_ADDRESS",
"value": "56027 Ayülker Creek, Port Çaltı, ME 84572",
"start": 38,
"end": 79
}
] | finance | medium | tr | 2 |
7f3d5d31 | चालान भेजें indrjit84@example.net बिलिंग पता 95/414 चन्दना चौहान, बचेली-330898 | true | [
{
"type": "EMAIL",
"value": "indrjit84@example.net",
"start": 12,
"end": 33
},
{
"type": "STREET_ADDRESS",
"value": "95/414 चन्दना चौहान, बचेली-330898",
"start": 45,
"end": 78
}
] | finance | medium | hi | 2 |
32379040 | Account holder Sherry Jimenez, IBAN GB96NBVW96599275345401, SSN 896-08-7870, DOB 27-12-1950, address 116 Ethan Glens, Hernandezshire, AL 85421 | true | [
{
"type": "PERSON_NAME",
"value": "Sherry Jimenez",
"start": 15,
"end": 29
},
{
"type": "IBAN",
"value": "GB96NBVW96599275345401",
"start": 36,
"end": 58
},
{
"type": "SSN",
"value": "896-08-7870",
"start": 64,
"end": 75
},
{
"type": "DATE_OF_BIRTH",
... | finance | high | en | 5 |
de0828dd | నన్ను +85-881-569-4103 లో సాయంత్రం 5 తర్వాత సంప్రదించవచ్చు. | true | [
{
"type": "PHONE",
"value": "+85-881-569-4103",
"start": 6,
"end": 22
}
] | social_post | medium | te | 1 |
6fba9eee | Je m'appelle Eugène Lemonnier et j'habite au 885, avenue Isaac Antoine, 47849 Saint Valérieboeuf. Mon numéro de carte est 30135006809782 exp 12/28. | true | [
{
"type": "PERSON_NAME",
"value": "Eugène Lemonnier",
"start": 13,
"end": 29
},
{
"type": "STREET_ADDRESS",
"value": "885, avenue Isaac Antoine, 47849 Saint Valérieboeuf",
"start": 45,
"end": 96
},
{
"type": "CREDIT_CARD",
"value": "30135006809782",
"start": 122,
... | code_snippet | high | fr | 3 |
4812275f | Pasaporte Y80892343 - reserva el billete a nombre de Maura Vilma Falcón Pera. | true | [
{
"type": "PASSPORT",
"value": "Y80892343",
"start": 10,
"end": 19
},
{
"type": "PERSON_NAME",
"value": "Maura Vilma Falcón Pera",
"start": 53,
"end": 76
}
] | chat | high | es | 2 |
160d6f6f | API 키는 ghp_6IEhk28rx03TVJnEPjSZoKdbKg9WOA7O - 공유하지 마세요! | true | [
{
"type": "API_KEY",
"value": "ghp_6IEhk28rx03TVJnEPjSZoKdbKg9WOA7O",
"start": 7,
"end": 43
}
] | ecommerce | high | ko | 1 |
86e8d3fd | İade için IBAN TR420719164455560027685189. | true | [
{
"type": "IBAN",
"value": "TR420719164455560027685189",
"start": 15,
"end": 41
}
] | ecommerce | high | tr | 1 |
7f29f298 | Mi IBAN ES8479760840156961268147 para el reembolso. | true | [
{
"type": "IBAN",
"value": "ES8479760840156961268147",
"start": 8,
"end": 32
}
] | code_snippet | high | es | 1 |
daf879ef | Медкарта MRN879648 в Главной больнице. Номер карты 2230185195064305 срок 12/28. | true | [
{
"type": "MEDICAL_RECORD",
"value": "MRN879648",
"start": 9,
"end": 18
},
{
"type": "CREDIT_CARD",
"value": "2230185195064305",
"start": 51,
"end": 67
}
] | code_snippet | high | ru | 2 |
5081684d | Paspor 689783895 - pesen tiket atas nama Tgk. Ida Hutagalung, M.Farm. | true | [
{
"type": "PASSPORT",
"value": "689783895",
"start": 7,
"end": 16
},
{
"type": "PERSON_NAME",
"value": "Tgk. Ida Hutagalung, M.Farm",
"start": 41,
"end": 68
}
] | code_snippet | high | jv | 2 |
60caf796 | Erreichen Sie mich unter 806-785-7291 nach 17 Uhr. Reisepass T62306859 - bitte Ticket auf Zlatko Carsten buchen. | true | [
{
"type": "PHONE",
"value": "806-785-7291",
"start": 25,
"end": 37
},
{
"type": "PASSPORT",
"value": "T62306859",
"start": 61,
"end": 70
},
{
"type": "PERSON_NAME",
"value": "Zlatko Carsten",
"start": 90,
"end": 104
}
] | social_post | high | de | 3 |
ab4a22a1 | مرحبا، بريدي الإلكتروني هو nal-ly@example.com، يرجى الإرسال إلى هناك. | true | [
{
"type": "EMAIL",
"value": "nal-ly@example.com",
"start": 27,
"end": 45
}
] | medical_note | medium | ar | 1 |
306056a1 | API ключ ghp_hblwrAf3NkWLcVMOnBj66iBHF39lnPjs - не делитесь! | true | [
{
"type": "API_KEY",
"value": "ghp_hblwrAf3NkWLcVMOnBj66iBHF39lnPjs",
"start": 9,
"end": 45
}
] | social_post | high | ru | 1 |
b300a29f | عنوان IP الخاص بي هو 115.41.77.197 يرجى إضافته للقائمة البيضاء. | true | [
{
"type": "IPV4",
"value": "115.41.77.197",
"start": 21,
"end": 34
}
] | medical_note | low | ar | 1 |
2eb14d63 | Mi chiamo Gianpaolo Maglio e abito in Vicolo Castiglione, 882 Piano 5, 50056, Fibbiana (FI). Patente V6425651S verifica per Mattia Colletti. | true | [
{
"type": "PERSON_NAME",
"value": "Gianpaolo Maglio",
"start": 10,
"end": 26
},
{
"type": "STREET_ADDRESS",
"value": "Vicolo Castiglione, 882 Piano 5, 50056, Fibbiana (FI)",
"start": 38,
"end": 91
},
{
"type": "DRIVERS_LICENSE",
"value": "V6425651S",
"start": 101,... | resume | high | it | 4 |
c7da281e | Meu nome é Naiara da Gonçalves e moro em Rua Marcos Nogueira, 10, 6465-187 Torres Vedras. | true | [
{
"type": "PERSON_NAME",
"value": "Naiara da Gonçalves",
"start": 11,
"end": 30
},
{
"type": "STREET_ADDRESS",
"value": "Rua Marcos Nogueira, 10, 6465-187 Torres Vedras",
"start": 41,
"end": 88
}
] | chat | medium | pt | 2 |
49410616 | Użyj mojego SSN 82092537325 do weryfikacji. | true | [
{
"type": "SSN",
"value": "82092537325",
"start": 16,
"end": 27
}
] | resume | high | pl | 1 |
09435d0d | Tôi là Bác Hưng Hoàng, ngày sinh 11-12-1963. | true | [
{
"type": "PERSON_NAME",
"value": "Bác Hưng Hoàng",
"start": 7,
"end": 21
},
{
"type": "DATE_OF_BIRTH",
"value": "11-12-1963",
"start": 33,
"end": 43
}
] | email | medium | vi | 2 |
5d340c24 | 我的银行卡号是 6261063803797686 有效期12/28。 | true | [
{
"type": "CREDIT_CARD",
"value": "6261063803797686",
"start": 8,
"end": 24
}
] | chat | high | zh | 1 |
8b74b5af | IP ของฉันคือ 19.176.137.118 กรุณาเพิ่มใน whitelist | true | [
{
"type": "IPV4",
"value": "19.176.137.118",
"start": 13,
"end": 27
}
] | ecommerce | low | th | 1 |
52408387 | curl -H "Authorization: Bearer ghp_2nHWIPAULNTwbZqBYP6d96Aajxh0Lguj" https://api.example.com/user/yquinn@example.net | true | [
{
"type": "API_KEY",
"value": "ghp_2nHWIPAULNTwbZqBYP6d96Aajxh0Lguj",
"start": 31,
"end": 67
},
{
"type": "EMAIL",
"value": "yquinn@example.net",
"start": 98,
"end": 116
}
] | code_snippet | high | en | 2 |
eb44842f | রিফান্ডের জন্য আমার IBAN BD55HJZZ478844620। | true | [
{
"type": "IBAN",
"value": "BD55HJZZ478844620",
"start": 25,
"end": 42
}
] | chat | high | bn | 1 |
59d33a46 | 카드 번호는 3587076285344698 유효 12/28. | true | [
{
"type": "CREDIT_CARD",
"value": "3587076285344698",
"start": 7,
"end": 23
}
] | finance | high | ko | 1 |
01f3f355 | Nama kula Natalia Nuraini, S.H. manggen ing Jalan Erlangga No. 30, Pasuruan, PB 73276. Nomor kartu kula 6539409970710547. | true | [
{
"type": "PERSON_NAME",
"value": "Natalia Nuraini, S.H.",
"start": 10,
"end": 31
},
{
"type": "STREET_ADDRESS",
"value": "Jalan Erlangga No. 30, Pasuruan, PB 73276",
"start": 44,
"end": 85
},
{
"type": "CREDIT_CARD",
"value": "6539409970710547",
"start": 104,
... | social_post | high | jv | 3 |
de09e39e | પાસપોર્ટ 182875893 - કૃપા કરીને પ્રતિક ગઢવી ના નામે ટિકિટ બુક કરો. | true | [
{
"type": "PASSPORT",
"value": "182875893",
"start": 9,
"end": 18
},
{
"type": "PERSON_NAME",
"value": "પ્રતિક ગઢવી",
"start": 32,
"end": 43
}
] | support_ticket | high | gu | 2 |
5be8e4ba | கடவுச்சீட்டு I82320638 - பத்ராயணர் பெயரில் டிக்கெட் பதிவு செய்யவும். | true | [
{
"type": "PASSPORT",
"value": "I82320638",
"start": 13,
"end": 22
},
{
"type": "PERSON_NAME",
"value": "பத்ராயணர்",
"start": 25,
"end": 34
}
] | medical_note | high | ta | 2 |
4b40da7c | ใช้ SSN 6-9517-14120-97-1 ของฉันเพื่อยืนยัน ใช้ SSN 4-6705-82140-27-4 ของฉันเพื่อยืนยัน | true | [
{
"type": "SSN",
"value": "6-9517-14120-97-1",
"start": 8,
"end": 25
},
{
"type": "SSN",
"value": "4-6705-82140-27-4",
"start": 52,
"end": 69
}
] | resume | high | th | 2 |
d357ef41 | Verify identity: DL I4974347X, DOB 10-05-2007, name Gregg Wells. | true | [
{
"type": "DRIVERS_LICENSE",
"value": "I4974347X",
"start": 20,
"end": 29
},
{
"type": "DATE_OF_BIRTH",
"value": "10-05-2007",
"start": 35,
"end": 45
},
{
"type": "PERSON_NAME",
"value": "Gregg Wells",
"start": 52,
"end": 63
}
] | support_ticket | high | en | 3 |
f9c6faff | Passaporte 761236395 - reserve a passagem em nome de Mia Rocha. | true | [
{
"type": "PASSPORT",
"value": "761236395",
"start": 11,
"end": 20
},
{
"type": "PERSON_NAME",
"value": "Mia Rocha",
"start": 53,
"end": 62
}
] | social_post | high | pt | 2 |
f9a1f78d | ฉันคือ ปุณณรัตน์ ตวงทอง วันเกิด 1946-01-03 | true | [
{
"type": "PERSON_NAME",
"value": "ปุณณรัตน์ ตวงทอง",
"start": 7,
"end": 23
},
{
"type": "DATE_OF_BIRTH",
"value": "1946-01-03",
"start": 32,
"end": 42
}
] | support_ticket | medium | th | 2 |
aa13b42c | Счет на julijaprohorova@example.org адрес к. Красноуральск, бул. Инженерный, д. 6 стр. 50, 588826 Паспорт A10631885 - бронируйте билет на Анисимова Агата Вадимовна. | true | [
{
"type": "EMAIL",
"value": "julijaprohorova@example.org",
"start": 8,
"end": 35
},
{
"type": "STREET_ADDRESS",
"value": "к. Красноуральск, бул. Инженерный, д. 6 стр. 50, 588826",
"start": 42,
"end": 97
},
{
"type": "PASSPORT",
"value": "A10631885",
"start": 106,
... | medical_note | high | ru | 4 |
c5809656 | 여권 K64440471 - 김민석 이름으로 예약해주세요. | true | [
{
"type": "PASSPORT",
"value": "K64440471",
"start": 3,
"end": 12
},
{
"type": "PERSON_NAME",
"value": "김민석",
"start": 15,
"end": 18
}
] | social_post | high | ko | 2 |
b4fea296 | 제 이름은 이수진 이고 경상남도 청주시 청원구 테헤란길 379-47 (시우김면) 에 삽니다. 제 이름은 황시우 이고 강원특별자치도 부천시 오정구 도산대311로 456 (영식손동) 에 삽니다. | true | [
{
"type": "PERSON_NAME",
"value": "이수진",
"start": 6,
"end": 9
},
{
"type": "STREET_ADDRESS",
"value": "경상남도 청주시 청원구 테헤란길 379-47 (시우김면)",
"start": 13,
"end": 44
},
{
"type": "PERSON_NAME",
"value": "황시우",
"start": 58,
"end": 61
},
{
"type": "STREET_ADDR... | legal | medium | ko | 4 |
2ed8e855 | passport = "866473674"; // for Peter Riddle DOB 2000-03-04 My medical record is MRN273000 at General Hospital. | true | [
{
"type": "PASSPORT",
"value": "866473674",
"start": 12,
"end": 21
},
{
"type": "PERSON_NAME",
"value": "Peter Riddle",
"start": 31,
"end": 43
},
{
"type": "DATE_OF_BIRTH",
"value": "2000-03-04",
"start": 48,
"end": 58
},
{
"type": "MEDICAL_RECORD",
... | code_snippet | high | en | 4 |
0e3e1a78 | ਮੇਰਾ IP 35.44.78.199 ਕਿਰਪਾ ਕਰਕੇ ਵਾਈਟਲਿਸਟ ਕਰੋ। ਮੇਰਾ IP 161.86.18.225 ਕਿਰਪਾ ਕਰਕੇ ਵਾਈਟਲਿਸਟ ਕਰੋ। | true | [
{
"type": "IPV4",
"value": "35.44.78.199",
"start": 8,
"end": 20
},
{
"type": "IPV4",
"value": "161.86.18.225",
"start": 54,
"end": 67
}
] | resume | low | pa | 2 |
6f416bf9 | ติดต่อ ธนวันต์ เขียวอ่อน ที่ thiirwuthi98@example.org หรือ 0-7338-9531 | true | [
{
"type": "PERSON_NAME",
"value": "ธนวันต์ เขียวอ่อน",
"start": 7,
"end": 24
},
{
"type": "EMAIL",
"value": "thiirwuthi98@example.org",
"start": 29,
"end": 53
},
{
"type": "PHONE",
"value": "0-7338-9531",
"start": 59,
"end": 70
}
] | code_snippet | medium | th | 3 |
1148a16e | Tên tôi là Hà Phạm và tôi sống ở 31 Trần Khu, Thành phố JohnThị xã, 845371. | true | [
{
"type": "PERSON_NAME",
"value": "Hà Phạm",
"start": 11,
"end": 18
},
{
"type": "STREET_ADDRESS",
"value": "31 Trần Khu, Thành phố JohnThị xã, 845371",
"start": 33,
"end": 74
}
] | ecommerce | medium | vi | 2 |
ac8a800e | கடவுச்சீட்டு 745381432 - ரங்கநாயகி பவதாரணி பெயரில் டிக்கெட் பதிவு செய்யவும். | true | [
{
"type": "PASSPORT",
"value": "745381432",
"start": 13,
"end": 22
},
{
"type": "PERSON_NAME",
"value": "ரங்கநாயகி பவதாரணி",
"start": 25,
"end": 42
}
] | legal | high | ta | 2 |
c5af93d0 | 我的银行卡号是 4674011467468033 有效期12/28。 | true | [
{
"type": "CREDIT_CARD",
"value": "4674011467468033",
"start": 8,
"end": 24
}
] | legal | high | zh | 1 |
9d373d13 | Mi historial médico es MRN645227 en Hospital General. | true | [
{
"type": "MEDICAL_RECORD",
"value": "MRN645227",
"start": 23,
"end": 32
}
] | social_post | high | es | 1 |
595476e4 | Kontakt Ing. Petra Wohlgemut per pedro97@example.org oder +49(0)1409676461. | true | [
{
"type": "PERSON_NAME",
"value": "Ing. Petra Wohlgemut",
"start": 8,
"end": 28
},
{
"type": "EMAIL",
"value": "pedro97@example.org",
"start": 33,
"end": 52
},
{
"type": "PHONE",
"value": "+49(0)1409676461",
"start": 58,
"end": 74
}
] | ecommerce | medium | de | 3 |
a96e464e | Meu IBAN PT49074769429572369100803 para reembolso. | true | [
{
"type": "IBAN",
"value": "PT49074769429572369100803",
"start": 9,
"end": 34
}
] | social_post | high | pt | 1 |
d75f0d8c | 여권 Y39281235 - 이현우 이름으로 예약해주세요. | true | [
{
"type": "PASSPORT",
"value": "Y39281235",
"start": 3,
"end": 12
},
{
"type": "PERSON_NAME",
"value": "이현우",
"start": 15,
"end": 18
}
] | medical_note | high | ko | 2 |
2f2e0edc | வணக்கம், என் மின்னஞ்சல் vtnnnaahsinnnaa@example.net, தயவுசெய்து அங்கு அனுப்பவும். வணக்கம், என் மின்னஞ்சல் akruurangkaal@example.net, தயவுசெய்து அங்கு அனுப்பவும். | true | [
{
"type": "EMAIL",
"value": "vtnnnaahsinnnaa@example.net",
"start": 24,
"end": 51
},
{
"type": "EMAIL",
"value": "akruurangkaal@example.net",
"start": 106,
"end": 131
}
] | support_ticket | medium | ta | 2 |
2119e65a | నా పేరు Yash Jhaveri, నేను 57, Arora Road, Muzaffarnagar-728902 లో నివసిస్తున్నాను. | true | [
{
"type": "PERSON_NAME",
"value": "Yash Jhaveri",
"start": 8,
"end": 20
},
{
"type": "STREET_ADDRESS",
"value": "57, Arora Road, Muzaffarnagar-728902",
"start": 27,
"end": 63
}
] | ecommerce | medium | te | 2 |
d02b3272 | திரும்பப்பெற என் IBAN GB59ZNLZ26576331147728. | true | [
{
"type": "IBAN",
"value": "GB59ZNLZ26576331147728",
"start": 22,
"end": 44
}
] | resume | high | ta | 1 |
d8634289 | 환불 IBAN GB74OEXR05102263885544 로 보내주세요. | true | [
{
"type": "IBAN",
"value": "GB74OEXR05102263885544",
"start": 8,
"end": 30
}
] | code_snippet | high | ko | 1 |
eaa1b437 | SIM Q4306934H verifikasi Ika Oktaviani. | true | [
{
"type": "DRIVERS_LICENSE",
"value": "Q4306934H",
"start": 4,
"end": 13
},
{
"type": "PERSON_NAME",
"value": "Ika Oktaviani",
"start": 25,
"end": 38
}
] | ecommerce | high | jv | 2 |
9089b016 | Je suis Denis-Michel Delahaye, né(e) le 2008-01-01. | true | [
{
"type": "PERSON_NAME",
"value": "Denis-Michel Delahaye",
"start": 8,
"end": 29
},
{
"type": "DATE_OF_BIRTH",
"value": "2008-01-01",
"start": 40,
"end": 50
}
] | medical_note | medium | fr | 2 |
End of preview. Expand in Data Studio
PRIVAset: A Multilingual Synthetic PII Detection Dataset
PRIVAset is a large-scale, privacy-safe, synthetic dataset for training and evaluating Personally Identifiable Information (PII) filtering systems. It supports 25 languages, includes 16 PII types, and is designed for tasks such as classification, named-entity recognition (NER), and redaction.
All data is generated using Faker (locale-aware) and custom synthetic logic. No real PII is used, making it safe for public release, model fine-tuning, and benchmarking.
Dataset Highlights
- 16 PII types – including
PERSON_NAME,EMAIL,PHONE,SSN,CREDIT_CARD,IPV4/6,STREET_ADDRESS,DATE_OF_BIRTH,PASSPORT,DRIVERS_LICENSE,IBAN,TAX_ID,API_KEY,MEDICAL_RECORD, andBANK_ACCOUNT. - 25 languages – with native-script templates and locale-aware Faker support. Languages range from high-resource (English, Chinese, Arabic) to lower-resource (Javanese, Gujarati, Punjabi).
- 10 real-world contexts – including chat, email, support tickets, medical notes, legal documents, code snippets, social posts, resumes, ecommerce, and finance.
- Balanced positives and negatives – with hard negatives that look like PII but are not.
- Token‑level annotations – each record includes character-level spans (
start,end,type,value), document‑level label (has_pii), and risk score (high/medium/low). - Multi‑PII examples – ~30% of records contain 2–4 PII entities.
- Robustness augmentations – including email obfuscation (
[at]/(dot)), phone format variance, and case flipping. - Flexible exports – available in
JSONL,CSV, Hugging Facedatasets, and instruction‑tuning formats (prompt/completion).
Supported Languages
| Language | Code | Faker Locale | Native Script |
|---|---|---|---|
| Chinese | zh |
zh_CN |
中文 |
| Arabic | ar |
ar_SA |
العربية |
| Hindi | hi |
hi_IN |
हिन्दी |
| English | en |
en_US |
English |
| Spanish | es |
es_ES |
Español |
| Bengali | bn |
bn_BD |
বাংলা |
| Portuguese | pt |
pt_PT |
Português |
| Russian | ru |
ru_RU |
Русский |
| Japanese | ja |
ja_JP |
日本語 |
| German | de |
de_DE |
Deutsch |
| Korean | ko |
ko_KR |
한국어 |
| French | fr |
fr_FR |
Français |
| Javanese | jv |
id_ID |
Basa Jawa |
| Telugu | te |
en_IN |
తెలుగు |
| Marathi | mr |
mr_IN |
मराठी |
| Vietnamese | vi |
vi_VN |
Tiếng Việt |
| Tamil | ta |
ta_IN |
தமிழ் |
| Italian | it |
it_IT |
Italiano |
| Turkish | tr |
tr_TR |
Türkçe |
| Urdu | ur |
en_PK |
اردو |
| Punjabi | pa |
en_IN |
ਪੰਜਾਬੀ |
| Ukrainian | uk |
uk_UA |
Українська |
| Gujarati | gu |
gu_IN |
ગુજરાતી |
| Thai | th |
th_TH |
ภาษาไทย |
| Polish | pl |
pl_PL |
Polski |
Use Cases
- Multilingual PII classification – use
has_pii+languagefor per‑language calibration. - NER / Token classification – use
piispans to generate BIO tags; spans are character‑accurate for CJK and Arabic scripts. - Redaction systems – replace spans with
[REDACTED_{TYPE}]. - Risk‑aware filtering – block
high‑risk entities (SSN, credit card, IBAN, API key) and warn onmediumrisk.
License
This dataset is released under the MIT License.
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