PII-Masking-2M European Release
Collection
2M+ synthetic PII dataset: 32 locales, 98 entity types, 5 industries + Open PII. • 20 items • Updated • 4
Datasets:
source_text stringclasses 1
value | masked_text stringlengths 75 1.02k | privacy_mask listlengths 0 15 | split stringclasses 1
value | uid int64 11.8M 12.4M | language stringlengths 2 2 | region stringlengths 2 2 | script stringclasses 2
values |
|---|---|---|---|---|---|---|---|
Available for enterprise customers — contact [email protected] | Die neue Mission Statement von [ORGANISATION_1] betont die Förderung von Vielfalt und Inklusion, wobei Aspekte wie Weiß, Judentum und die Mitgliedschaft in einer Gewerkschaft (Verband Deutscher Makler) berücksichtigt werden. | [
{
"label": "ORGANISATION",
"start": 31,
"end": 40,
"value": "[REDACTED]",
"label_index": 1
}
] | preview | 12,221,211 | de | DE | Latn |
Available for enterprise customers — contact [email protected] | Il documento HR di ID-9424621 indica il suo ruolo di [JOBTITLE_1] in [ORGANISATION_1], con uno stipendio di [SALARY_1] e stato di impiego Disoccupato. | [
{
"label": "JOBTITLE",
"start": 53,
"end": 73,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "ORGANISATION",
"start": 77,
"end": 94,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SALARY",
"start": 117,
"end": 122,
"value": "[REDACTED]"... | preview | 11,812,455 | it | IT | Latn |
Available for enterprise customers — contact [email protected] | Den anställde [JOBTITLE_1] på [ORGANISATION_1] har mottagit sin nya anställningsbekräftelse daterad [DATE_1] och signerad kl. [TIME_1].
I dokumentet anges 1665381 som unik identifierare och en årslön på [SALARY_1] för en Deltidsanställd roll inom [JOBTYPE_1] med specialisering i [JOBAREA_1].
Den anställde har en utbild... | [
{
"label": "JOBTITLE",
"start": 14,
"end": 28,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "ORGANISATION",
"start": 32,
"end": 43,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DATE",
"start": 97,
"end": 107,
"value": "[REDACTED]",
... | preview | 12,312,242 | sv | SE | Latn |
Available for enterprise customers — contact [email protected] | Stimate coleg, în numele [ORGANISATION_1] vă informăm că planul integrat de comunicare va fi distribuit pe data de [DATE_1] la ora [TIME_1] și este identificat prin documentul [DOCNUM_1]. Vă rugăm să includeți în corespondență codul dumneavoastră de angajat ST8549536 și titlul profesional [JOBTITLE_1]. | [
{
"label": "ORGANISATION",
"start": 25,
"end": 34,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DATE",
"start": 108,
"end": 118,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "TIME",
"start": 126,
"end": 131,
"value": "[REDACTED]",
... | preview | 12,343,050 | ro | RO | Latn |
Available for enterprise customers — contact [email protected] | Das Onboarding-Dokument für neue Mitarbeitende legt fest, dass [GIVENNAME_1] [SURNAME_1] (Geburtsdatum: [DATE_2]) bis zum ersten Arbeitstag am [DATE_1] sämtliche Unterlagen wie [DOCNUM_1] und eine aktuelle Studentenvisum vorlegen muss, um den Zugang zu den internen HR-Systemen zu erhalten. | [
{
"label": "GIVENNAME",
"start": 63,
"end": 68,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SURNAME",
"start": 69,
"end": 74,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DATE",
"start": 90,
"end": 105,
"value": "[REDACTED]",
"... | preview | 11,900,042 | de | DE | Latn |
Available for enterprise customers — contact [email protected] | According to the latest payroll summary, [GIVENNAME_1] [SURNAME_1] (Employee ID: ID2799453) will receive a gross [SALARY_1] for the period ending [DATE_1], with tax deductions referenced by [TAXNUM_1]. | [
{
"label": "GIVENNAME",
"start": 41,
"end": 45,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SURNAME",
"start": 46,
"end": 51,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SALARY",
"start": 98,
"end": 104,
"value": "[REDACTED]",
... | preview | 12,312,523 | sl | SI | Latn |
Available for enterprise customers — contact [email protected] | During the conflict‑resolution workshop on [DATE_1] at [TIME_1], participants were asked to share how their [SEX_1] and [GENDER_1] identities influence their communication style, with reference to the company policy document [DOCNUM_1]. | [
{
"label": "DATE",
"start": 43,
"end": 54,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "TIME",
"start": 58,
"end": 63,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SEX",
"start": 108,
"end": 114,
"value": "[REDACTED]",
"label_in... | preview | 12,216,286 | en | GB | Latn |
Available for enterprise customers — contact [email protected] | Der Vorstand hat beschlossen, dass alle Mitarbeitenden mit dem [JOBTYPE_1] "Technology" ab dem [DATE_1] ein optionales Weiterbildungs‑Seminar zu "Nachhaltiger veganer Ernährung" besuchen können. | [
{
"label": "JOBTYPE",
"start": 63,
"end": 76,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DATE",
"start": 97,
"end": 114,
"value": "[REDACTED]",
"label_index": 1
}
] | preview | 12,370,277 | de | AT | Latn |
Available for enterprise customers — contact [email protected] | Self‑identification data indicates ethnicity as Black and religious belief as Judaism. | [] | preview | 12,007,560 | en | CA | Latn |
Available for enterprise customers — contact [email protected] | Zákazník poskytol spätnú väzbu: „Skladové oddelenie [ORGANISATION_1] preukázalo vysokú úroveň profesionality, najmä [GIVENNAME_1] z tímu [JOBAREA_1].“ | [
{
"label": "ORGANISATION",
"start": 52,
"end": 56,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "GIVENNAME",
"start": 104,
"end": 111,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "JOBAREA",
"start": 119,
"end": 131,
"value": "[REDACT... | preview | 11,830,276 | sk | SK | Latn |
Available for enterprise customers — contact [email protected] | Durante a reunião de feedback, [GIVENNAME_1] demonstrou uma reação defensiva ao mencionar que a sua avaliação de [DATE_1] poderia não refletir plenamente o seu desempenho.
Ao reconhecer o seu gênero como [GENDER_1] e o sexo biológico como [SEX_1], o gestor procurou adotar uma comunicação empática, reforçando que o obj... | [
{
"label": "GIVENNAME",
"start": 31,
"end": 36,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DATE",
"start": 105,
"end": 115,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "GENDER",
"start": 199,
"end": 210,
"value": "[REDACTED]",
... | preview | 12,289,146 | pt | PT | Latn |
Available for enterprise customers — contact [email protected] | Die Personalabteilung erinnert alle Angestellten, ihre aktuelle Vollzeitbeschäftigt und Verwitwet im HR‑Portal zu aktualisieren, um die Teilnahme an der Kampagne für soziale Gerechtigkeit zu ermöglichen. | [] | preview | 12,066,627 | de | DE | Latn |
Available for enterprise customers — contact [email protected] | Le tableau de planification indique que la session de formation croisée aura lieu le [DATE_1] à [TIME_1] dans le département [JOBAREA_1] de [JOBTYPE_1]. | [
{
"label": "DATE",
"start": 85,
"end": 98,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "TIME",
"start": 101,
"end": 106,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "JOBAREA",
"start": 127,
"end": 138,
"value": "[REDACTED]",
"la... | preview | 11,897,567 | fr | CH | Latn |
Available for enterprise customers — contact [email protected] | Bryggeri‑instruktioner til hjemmebrug: Brug 5 L vand, tilsæt [SALARY_1] g malt, og lad gæringen foregå mellem [TIME_2] og [TIME_1]; notér resultatet under Fuldtidsansat i din personlige log. | [
{
"label": "SALARY",
"start": 61,
"end": 66,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "TIME",
"start": 105,
"end": 116,
"value": "[REDACTED]",
"label_index": 2
},
{
"label": "TIME",
"start": 120,
"end": 125,
"value": "[REDACTED]",
"lab... | preview | 12,031,686 | da | DK | Latn |
Available for enterprise customers — contact [email protected] | Työpaikkailmoituksemme vaatii sukupuolen [SEX_1] ja sukupuoli-identiteetin [GENDER_1] tietojen huomioimista, jotta voimme varmistaa tasa-arvoisen käsittelyn. Lisäksi keräämme tietoja etninen taustasi Mixed ja uskonnollinen vakaumuksesi Ateismi GDPR-säädösten mukaisesti. Politiikkakatsomuksesi Nationalisti ja ammattilii... | [
{
"label": "SEX",
"start": 41,
"end": 42,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "GENDER",
"start": 69,
"end": 86,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DOCNUM",
"start": 364,
"end": 379,
"value": "[REDACTED]",
"labe... | preview | 12,130,752 | fi | FI | Latn |
Available for enterprise customers — contact [email protected] | Kowalski zapytał w czacie: "Czy w ramach programu rozwoju umiejętności dostępny jest kurs pod nazwą [DOCNUM_1]?"
W odpowiedzi dział HR potwierdził, że szkolenie z zakresu [JOBTYPE_1] na stanowisko [JOBTITLE_1] będzie prowadzone przez specjalistów z [ORGANISATION_1] i można się zarejestrować pod numerem telefonu [TELEPH... | [
{
"label": "DOCNUM",
"start": 100,
"end": 115,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "JOBTYPE",
"start": 176,
"end": 185,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "JOBTITLE",
"start": 200,
"end": 220,
"value": "[REDACTED]",... | preview | 11,930,579 | pl | PL | Latn |
Available for enterprise customers — contact [email protected] | Le formulaire de déclaration inclut le [TAXNUM_1] ainsi que le numéro de téléphone [TELEPHONENUM_1] du salarié. | [
{
"label": "TAXNUM",
"start": 39,
"end": 50,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "TELEPHONENUM",
"start": 84,
"end": 96,
"value": "[REDACTED]",
"label_index": 1
}
] | preview | 12,154,569 | fr | CA | Latn |
Available for enterprise customers — contact [email protected] | HR reminder: Confirm your [TAXNUM_1] and [SOCIALNUM_1] information no later than [DATE_1] to ensure compliance with corporate policy and maintain accurate payroll records. | [
{
"label": "TAXNUM",
"start": 26,
"end": 36,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SOCIALNUM",
"start": 41,
"end": 51,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DATE",
"start": 78,
"end": 88,
"value": "[REDACTED]",
"la... | preview | 11,816,879 | en | CA | Latn |
Available for enterprise customers — contact [email protected] | No chat interno de desenvolvimento de talento, [GIVENNAME_1] sugeriu criar um percurso de e‑learning focado em [JOBTYPE_2] especificamente na área de [JOBAREA_1]; a proposta inclui o módulo “Fundamentos de [JOBTYPE_1] Avançado” para todos os colaboradores com nível de Licenciatura ou equivalente superior. O plano será ... | [
{
"label": "GIVENNAME",
"start": 47,
"end": 53,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "JOBTYPE",
"start": 104,
"end": 117,
"value": "[REDACTED]",
"label_index": 2
},
{
"label": "JOBAREA",
"start": 145,
"end": 155,
"value": "[REDACTED]",... | preview | 12,351,893 | pt | PT | Latn |
Available for enterprise customers — contact [email protected] | The upcoming interactive team‑goal‑setting workshop organized by [ORGANISATION_1] is scheduled for [DATE_1] at [TIME_1]. All participants, including [JOBTITLE_1] from the [JOBAREA_1] department (Employee ID: HR/2031023), should review their current [SALARY_1] and Employed full-time before attending. | [
{
"label": "ORGANISATION",
"start": 65,
"end": 76,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DATE",
"start": 94,
"end": 104,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "TIME",
"start": 108,
"end": 113,
"value": "[REDACTED]",
... | preview | 12,342,776 | en | IN | Latn |
Available for enterprise customers — contact [email protected] | Za obračun plače bomo potrebovali vaš [SALARY_1] in [TAXNUM_1] do [DATE_1] ob [TIME_1]. | [
{
"label": "SALARY",
"start": 38,
"end": 43,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "TAXNUM",
"start": 47,
"end": 55,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DATE",
"start": 59,
"end": 78,
"value": "[REDACTED]",
"label... | preview | 12,006,855 | sl | SI | Latn |
Available for enterprise customers — contact [email protected] | El comunicado interno de la empresa [ORGANISATION_1] informa que el nuevo proyecto de desarrollo de software, bajo la dirección del jefe de proyecto [GIVENNAME_1] [SURNAME_1] (ID de empleado ID8245082), iniciará el [DATE_1] a las [TIME_1] y requerirá la colaboración de profesionales del tipo de empleo [JOBTYPE_1] con e... | [
{
"label": "ORGANISATION",
"start": 36,
"end": 41,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "GIVENNAME",
"start": 138,
"end": 149,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SURNAME",
"start": 150,
"end": 169,
"value": "[REDACT... | preview | 12,186,395 | es | MX | Latn |
Available for enterprise customers — contact [email protected] | Holiday diary (HR perspective): On [DATE_1], I called [GIVENNAME_1] at [TELEPHONENUM_1] to confirm leave; they mentioned participation in a cultural event aligning with their Buddhism and expressed concerns about Syndicat national des journalistes representation during absence. | [
{
"label": "DATE",
"start": 35,
"end": 54,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "GIVENNAME",
"start": 65,
"end": 71,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "TELEPHONENUM",
"start": 75,
"end": 90,
"value": "[REDACTED]",
... | preview | 12,376,353 | en | CA | Latn |
Available for enterprise customers — contact [email protected] | Съгласно последния отчет за представяне, служителят с номер 2455209 от отдела [JOBAREA_1] е оценен като Безработен и получи годишна заплата от [SALARY_1]. | [
{
"label": "JOBAREA",
"start": 78,
"end": 87,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SALARY",
"start": 141,
"end": 147,
"value": "[REDACTED]",
"label_index": 1
}
] | preview | 11,948,063 | bg | BG | Cyrl |
Available for enterprise customers — contact [email protected] | Ifølge virksomhedens retningslinjer skal E940618, som arbejder som [JOBTITLE_1] i [JOBAREA_1] hos [ORGANISATION_1], oplyse sin [SALARY_1] og Selvstændig ved årets lønrevision. | [
{
"label": "JOBTITLE",
"start": 67,
"end": 71,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "JOBAREA",
"start": 74,
"end": 83,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "ORGANISATION",
"start": 88,
"end": 100,
"value": "[REDACTED]"... | preview | 12,195,678 | da | DK | Latn |
Available for enterprise customers — contact [email protected] | Molimo da ažurirate svoje podatke o plaći na [SALARY_1] i statusu zaposlenja Zaposlen na puno radno vrijeme do [DATE_1] putem naše cloud‑platforme. | [
{
"label": "SALARY",
"start": 45,
"end": 51,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DATE",
"start": 107,
"end": 117,
"value": "[REDACTED]",
"label_index": 1
}
] | preview | 11,891,392 | hr | HR | Latn |
Available for enterprise customers — contact [email protected] | W ramach konkursu poetyckiego „Współpraca w zespole” zachęcamy do tworzenia wierszy odwołujących się do różnorodności kulturowej, w tym do pochodzenia etnicznego Wolę nie mówić oraz wyznania religijnego Agnostycyzm. Pamiętajmy o szacunku dla orientacji seksualnej Homoseksualny oraz przynależności związkowej Ogólnopolsk... | [] | preview | 12,274,838 | pl | PL | Latn |
Available for enterprise customers — contact [email protected] | Sein/ihre Bildungsabschluss ist Sekundarstufe II und der Familienstand wird als Verheiratet geführt. | [] | preview | 12,040,821 | de | CH | Latn |
Available for enterprise customers — contact [email protected] | På [DATE_1] kl. [TIME_1] modtog vi en anonym feedback‑rapport fra medarbejder EMP-103209, der arbejder som [JOBTITLE_1] i [ORGANISATION_1]. Rapporten fremhævede behovet for hyppigere en-til-en samtaler og et klarere karriereudviklingsløb. | [
{
"label": "DATE",
"start": 3,
"end": 22,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "TIME",
"start": 27,
"end": 32,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "JOBTITLE",
"start": 115,
"end": 131,
"value": "[REDACTED]",
"labe... | preview | 12,288,814 | da | DK | Latn |
Available for enterprise customers — contact [email protected] | En kort rekonstruktions‑digt er indarbejdet i rapporten for at fejre den vellykkede implementering af HR‑teknologi og anerkende medarbejdernes bidrag. | [] | preview | 12,195,671 | da | DK | Latn |
Available for enterprise customers — contact [email protected] | Syvässä metsän hiljaisuudessa kuulen laulun Turkish esiintymistä, jonka sävelet kertovat menneiden sukujen matkoista. Runossa heijastuu uskomus Ei uskontoa ja sen yhteys luontoon, tuoden mukanaan kunnioituksen vanhoja perinteitä kohtaan. Myös Biseksuaali identiteetti löytää paikkansa säkeissä, kun jokainen ääni saa tul... | [] | preview | 12,270,093 | fi | FI | Latn |
Available for enterprise customers — contact [email protected] | Koulutustaso on Maisteri, perhesuhde Naimaton ja maahanmuutto‑tila Työlupa. | [] | preview | 11,962,677 | fi | FI | Latn |
Available for enterprise customers — contact [email protected] | Il dipendente con salario di [SALARY_1] e stato occupazionale Impiegato a tempo parziale può partecipare alle sessioni di mindfulness programmate alle [TIME_1] per migliorare la gestione dell'ansia. | [
{
"label": "SALARY",
"start": 29,
"end": 35,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "TIME",
"start": 147,
"end": 154,
"value": "[REDACTED]",
"label_index": 1
}
] | preview | 11,927,489 | it | CH | Latn |
Available for enterprise customers — contact [email protected] | Conversation de groupe – Instructions pour la création de NFT d’entreprise :
[TIME_5] [GIVENNAME_5] : « Salut tout le monde, je propose qu’on utilise la plateforme X pour mint nos NFT, vous avez besoin de mon numéro ? »
[TIME_4] [GIVENNAME_4] : « Voici mon téléphone : [TELEPHONENUM_1] et mon email : [EMAIL_1] ».
[TIME... | [
{
"label": "TIME",
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"value": "[REDACTED]",
"label_index": 5
},
{
"label": "GIVENNAME",
"start": 89,
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"value": "[REDACTED]",
"label_index": 5
},
{
"label": "TIME",
"start": 223,
"end": 228,
"value": "[REDACTED]",
"l... | preview | 12,090,836 | fr | CH | Latn |
Available for enterprise customers — contact [email protected] | Vidinių dokumentų forma: prašome pateikti savo Pilietis, Kurdish ir No religion duomenis, kad galėtume atnaujinti [DOCNUM_1] ir užtikrinti sklandų darbo procesą, susijusį su tarptautiniu projektų valdymu. | [
{
"label": "DOCNUM",
"start": 114,
"end": 129,
"value": "[REDACTED]",
"label_index": 1
}
] | preview | 12,376,519 | lt | LT | Latn |
Available for enterprise customers — contact [email protected] | Umowa o pracę: Pracownik [GIVENNAME_1] [SURNAME_1] zatrudniony jako [JOBTITLE_1] w dziale [JOBAREA_1] w firmie [ORGANISATION_1]; numer pracownika: ID-5762892; status zatrudnienia: Samozatrudniony; wynagrodzenie roczne: [SALARY_1]; data rozpoczęcia: [DATE_1]; godziny pracy: od [TIME_2] do [TIME_1]; płeć biologiczna: [SE... | [
{
"label": "GIVENNAME",
"start": 25,
"end": 31,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SURNAME",
"start": 32,
"end": 48,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "JOBTITLE",
"start": 66,
"end": 89,
"value": "[REDACTED]",
... | preview | 11,933,501 | pl | PL | Latn |
Available for enterprise customers — contact [email protected] | Pēc [DATE_1] rīta [TIME_1] veiktā kravu pārvadāšanas drošības inspekcijas, ID-4694208 no [ORGANISATION_1] ar amatu [JOBTITLE_1] (piederīgs [JOBTYPE_1] / [JOBAREA_2]) ziņoja par nepieciešamību uzlabot [JOBAREA_1] procedūras un pieprasīja pārskatīt [DOCNUM_1] un [TAXNUM_1] dokumentus. | [
{
"label": "DATE",
"start": 4,
"end": 16,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "TIME",
"start": 22,
"end": 27,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "ORGANISATION",
"start": 90,
"end": 104,
"value": "[REDACTED]",
"l... | preview | 12,212,326 | lv | LV | Latn |
Available for enterprise customers — contact [email protected] | Dear team at [ORGANISATION_1], I am pleased to announce the upcoming motivational leadership workshop led by our [JOBTITLE_1], [GIVENNAME_1] [SURNAME_1] (Employee ID: ID/5621047). The session on [DATE_1] at [TIME_1] will focus on future‑oriented leadership approaches, aiming to enhance [JOBTYPE_1] performance across al... | [
{
"label": "ORGANISATION",
"start": 13,
"end": 24,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "JOBTITLE",
"start": 108,
"end": 117,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "GIVENNAME",
"start": 119,
"end": 127,
"value": "[REDAC... | preview | 12,209,944 | en | GB | Latn |
Available for enterprise customers — contact [email protected] | FAQ – International Assignment and Immigration Status
Q: Which documents are required for employees relocating under an Citizen?
A: The employee must submit a valid passport, the relevant work visa number, and proof of residence for the host country. These are recorded under the fields Permanent resident and [DOCNUM_1]... | [
{
"label": "DOCNUM",
"start": 310,
"end": 326,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "TAXNUM",
"start": 468,
"end": 479,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SALARY",
"start": 542,
"end": 547,
"value": "[REDACTED]",
... | preview | 11,809,701 | en | US | Latn |
Available for enterprise customers — contact [email protected] | Jurnalul de caracter al angajatului EMP9474575 include informații despre Liceu, apartenența la sindicat Publisind și orientarea sexuală Homosexual, toate acestea fiind stocate în modulul de conformitate GDPR al sistemului HR. | [] | preview | 12,258,420 | ro | RO | Latn |
Available for enterprise customers — contact [email protected] | Finantsosakonna analüütik [GIVENNAME_1] [SURNAME_1] küsis, kas tema [SALARY_1] tuleks arvesse võtta tööaja auditis, et analüüsida, kuidas Täistöökohal mõjutab tootlikkust alates [DATE_1]. | [
{
"label": "GIVENNAME",
"start": 26,
"end": 41,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SURNAME",
"start": 42,
"end": 48,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SALARY",
"start": 65,
"end": 71,
"value": "[REDACTED]",
... | preview | 12,053,695 | et | EE | Latn |
Available for enterprise customers — contact [email protected] | Enligt det nya ledarskapsplanen ska E1590005 med rollen [JOBTITLE_1] på [ORGANISATION_1] förbereda sig för succession. Denna person har en [SALARY_1] och är för närvarande Heltidsanställd. | [
{
"label": "JOBTITLE",
"start": 56,
"end": 72,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "ORGANISATION",
"start": 76,
"end": 87,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SALARY",
"start": 138,
"end": 143,
"value": "[REDACTED]"... | preview | 12,175,193 | sv | SE | Latn |
Available for enterprise customers — contact [email protected] | Prezado(a) [GIVENNAME_1] [SURNAME_1], para concluir a auditoria de recursos humanos precisamos confirmar os seus dados: número de contribuinte [TAXNUM_1], número de telefone [TELEPHONENUM_1] e estado civil Solteiro/a. Além disso, informe seu status de imigração Residente permanente e se pertence a algum sindicato Gener... | [
{
"label": "GIVENNAME",
"start": 11,
"end": 30,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SURNAME",
"start": 31,
"end": 42,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "TAXNUM",
"start": 149,
"end": 158,
"value": "[REDACTED]",
... | preview | 11,831,974 | pt | PT | Latn |
Available for enterprise customers — contact [email protected] | Norint parengti mokymų poreikių analizę, būtina įvertinti [JOBTITLE_1] kompetencijas ir jų Bakalauras lygį. | [
{
"label": "JOBTITLE",
"start": 58,
"end": 76,
"value": "[REDACTED]",
"label_index": 1
}
] | preview | 11,899,648 | lt | LT | Latn |
Available for enterprise customers — contact [email protected] | Team Performance Boosting – Meeting Minutes (04/06/2024)
Attendees: [GIVENNAME_3] [SURNAME_3] (Team Lead, [JOBTITLE_2]), [GIVENNAME_2] [SURNAME_2] (HR Business Partner), and members of the [JOBAREA_1] department.
The meeting opened at [TIME_2] and focused on three key actions: (1) reviewing quarterly KPIs for each [JO... | [
{
"label": "GIVENNAME",
"start": 69,
"end": 73,
"value": "[REDACTED]",
"label_index": 3
},
{
"label": "SURNAME",
"start": 74,
"end": 87,
"value": "[REDACTED]",
"label_index": 3
},
{
"label": "JOBTITLE",
"start": 100,
"end": 112,
"value": "[REDACTED]",
... | preview | 12,082,912 | en | GB | Latn |
Available for enterprise customers — contact [email protected] | Pēdējā pārskatā, darbinieka persona 3841997 atzīmē savu dzimuma identitāti kā [GENDER_1] un seksuālo orientāciju kā Heteroseksuāls. Viņš/viņa ir reģistrēts kā Neprecējies/Neprecējusies un norāda religiozo pārliecību Atheism. Imigrācijas statusa datums ir [DATE_1], un tas ietekmē darba tiesības uz [ORGANISATION_1]. Visa... | [
{
"label": "GENDER",
"start": 78,
"end": 86,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DATE",
"start": 253,
"end": 272,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "ORGANISATION",
"start": 307,
"end": 321,
"value": "[REDACTED]",
... | preview | 12,038,682 | lv | LV | Latn |
Available for enterprise customers — contact [email protected] | HR‑Policie – Zaměstnanecký program zdraví
1. Identifikace zaměstnance: 1257378 – [GIVENNAME_1] [SURNAME_1]
2. Osobní údaje: pohlaví [SEX_1], genderová identita [GENDER_1]
3. Pracovní pozice: [JOBTYPE_1] – [JOBAREA_1]; titul [JOBTITLE_1] ve společnosti [ORGANISATION_1]
4. Zaměstnanecký status: Zaměstnaný na plný úvazek... | [
{
"label": "GIVENNAME",
"start": 82,
"end": 89,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SURNAME",
"start": 90,
"end": 97,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SEX",
"start": 123,
"end": 124,
"value": "[REDACTED]",
"... | preview | 11,990,291 | cs | CZ | Latn |
Available for enterprise customers — contact [email protected] | Hi [JOBTITLE_1] team,
As part of the Cloud Services On‑boarding for the new project with [ORGANISATION_1], please ensure your VPN credentials are generated using the secure script attached (Reference: [DOCNUM_1]);
All contractors must provide their [TAXNUM_1] and verify their Citizen before gaining access, and the conf... | [
{
"label": "JOBTITLE",
"start": 3,
"end": 28,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "ORGANISATION",
"start": 102,
"end": 106,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DOCNUM",
"start": 202,
"end": 217,
"value": "[REDACTED]... | preview | 11,863,068 | en | CA | Latn |
Available for enterprise customers — contact [email protected] | Cher/Chère [GENDER_1] [JOBTITLE_1] (ID : HR/655377), nous avons le plaisir de vous informer que votre formation continue débutera le [DATE_2] à [TIME_1] au sein de [ORGANISATION_1]. Cette opportunité, alignée avec votre domaine de [JOBTYPE_1] en [JOBAREA_1], vous apportera un ajustement de salaire à [SALARY_1] et vous ... | [
{
"label": "GENDER",
"start": 11,
"end": 16,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "JOBTITLE",
"start": 17,
"end": 31,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DATE",
"start": 130,
"end": 142,
"value": "[REDACTED]",
"l... | preview | 11,996,371 | fr | FR | Latn |
Available for enterprise customers — contact [email protected] | [DATE_3] [TIME_2] MEMO
To: [JOBTITLE_1] Team, [ORGANISATION_1]
From: HR Department
Subject: Talent Calibration Meeting & Personalized Learning Pathways
Please review the attached documentation (Doc No: [DOCNUM_1]) before the meeting scheduled on [DATE_2] at [TIME_1]. Participants must confirm their employment details ... | [
{
"label": "DATE",
"start": 0,
"end": 18,
"value": "[REDACTED]",
"label_index": 3
},
{
"label": "TIME",
"start": 19,
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"value": "[REDACTED]",
"label_index": 2
},
{
"label": "JOBTITLE",
"start": 36,
"end": 54,
"value": "[REDACTED]",
"label_... | preview | 12,234,667 | en | CA | Latn |
👉 Looking for the newest release? The current flagship is ai4privacy/pii-masking-openpii-1m. 1.4M samples, 23 languages, 19 PII classes.
PII Masking Personal Work & HR Information (PWI) — Preview
50 sample entries from the PII-Masking-2M European release by AI4Privacy.
Source text and PII values are redacted in this preview. Contact us for full access.
Label Distribution
Language Distribution
European Coverage
Full Dataset
The complete dataset is available at ai4privacy/pii-masking-work-pwi-200k.
Part of PII-Masking-2M
| Dataset | Category |
|---|---|
| pii-masking-health-phi | Personal Health Information |
| pii-masking-financial-pfi | Personal Financial Information |
| pii-masking-digital-pdi | Personal Digital Information |
| pii-masking-work-pwi | Personal Work & HR Information |
| pii-masking-location-pli | Personal Location & Travel Information |
| pii-masking-openpii | General Open PII |
Contact
- Partnerships: [email protected]
- Website: ai4privacy.com
- Discord: https://discord.gg/FmzWshaaQT
Ai4Privacy is a project affiliated with Ai Suisse SA.
p5y Data Analytics
This dataset is built on the p5y framework - think of it as i18n but for privacy. Just as i18n (internationalization) translates content into different locales, p5y translates sensitive data into privacy-safe formats through a standardized 3-step approach:
- Awareness - Scan and markup private entities in unstructured text, producing a structured privacy mask with entity types, distribution, density, and risk assessment.
- Protection - Control identified personal data through masking, pseudonymization, or k-anonymization, tailored to the specific use case and regulatory requirements.
- Quality Assurance - Measure remaining privacy risk after anonymization, evaluating de-anonymization risks through expert annotation and automated assessment.
Learn more at p5y.org
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