01-12-2026, 08:54 PM
(This post was last modified: 01-12-2026, 09:16 PM by anon2589.
Edit Reason: bad anchor
)
Hi BF,
I would like to thank @aaa for the data : https://breachddyfwvcp4kzccos5oxtdbssmfb...-106k-2025
But, if like me, you like to have clean data "ready to go", I did the following :
First dataset (100 812 lines)
- remove all shitty columns without any interesting information
- remove test data & lines with "john.doe@fake.com"
- format mobile phone numbers with international format
- remove duplicated
- keep only lines with either a phone number set or an email set (what's the point to have just a shitty name without any information ?)
=> 80 031 lines with 66 802 unique emails
Sample :
Second dataset (6 605 lines)
- remove all shitty columns without any interesting information
- remove test data & lines with bad IBAN
- remove duplicated
=> 5 993 lines with 5 633 unique IBAN
Sample :
I hope this will help to have nice data. If any trouble with the dataset, please tell me
I would like to thank @aaa for the data : https://breachddyfwvcp4kzccos5oxtdbssmfb...-106k-2025
But, if like me, you like to have clean data "ready to go", I did the following :
First dataset (100 812 lines)
- remove all shitty columns without any interesting information
- remove test data & lines with "john.doe@fake.com"
- format mobile phone numbers with international format
- remove duplicated
- keep only lines with either a phone number set or an email set (what's the point to have just a shitty name without any information ?)
=> 80 031 lines with 66 802 unique emails
Sample :
streetName,complement,birthCity,birthName,birthdate,city,email,fullName,phone_number,phone_number2,phone,postalCode,source
rue,,,,19870719,SEYSSINS,francou38@orange.fr,MARRAS Romain,,,,38180,direct_axa_2025
rue,,,,19991015,CAEN,bellariva@hotmail.fr,dupont flavie,,,,14000,direct_axa_2025
rue,,,AMBROGGI,19620911,VICHY,t.pierron@psc-assurances.fr,AMBROGGI Jocelyne,,,,03200,direct_axa_2025
rue Alexandre DUMAS,Bat. E App.92,,,19920704,CENON,imane.neghrous@gmail.com,RAHAL Imane,,,,33150,direct_axa_2025
rue Bernard de Clairvaux,,,,19990908,PARIS 3EME,sylvie.cleuet@wanadoo.fr,CLEUET Juliette,,,,75003,direct_axa_2025
rue Charlot,,,,19811014,PARIS 3EME,saloua.benmouina@gmail.com,BENMOUINA Saloua,,,,75003,direct_axa_2025
rue FBG des POISSONNIERES,,,,19690820,PARIS 9EME,ruthlea2019@gmail.com,DE OLIVEIRA RiBEIRO Ruth Lea,,,,75009,direct_axa_2025
rue Fernier,,,,19620330,VALDAHON,christophe.charpentier.agt@axa.fr,CUCHEROUSSET Alain,,,,25800,direct_axa_2025
rue GONCOURT,BAt.A Appt.10,,,19691215,CLERMONT FERRAND,isabel_65@msn.com,RAMIREZ VALDES Isabel,,,,63100,direct_axa_2025
rue Georges Brassens,Chez Mme CESSAC,,,19481106,TULLE,agnes.cessac@sfr.fr,montoux claude,+33637286750,,,19000,direct_axa_2025Second dataset (6 605 lines)
- remove all shitty columns without any interesting information
- remove test data & lines with bad IBAN
- remove duplicated
=> 5 993 lines with 5 633 unique IBAN
Sample :
IBAN,BIC,accountOwner,agencyAddress,agencyZipCode,agencyCity,agencyCountry,agencyCountryText,creationDate
FR0220041010041015009J02561,PSSTFRPPDIJ,hubert demay,26 rue jelly bachelier,21121,FONTAINE LES DIJON,FR,FRANCE,20221005
FR0220041010082788365W02967,PSSTFRPPMAR,LE ROY Nathalie,1292 AVENUE DE LA CONCA D OR,06690,TOURRETTE LEVENS,FR,FRANCE,20240727
FR0220041010126068654D03365,PSSTFRPPSCE,ANACOURA Vanessa,31 RUE VOLTAIRE,92500,RUEIL MALMAISON,FR,FRANCE,20240402
FR0220041010126481903M03358,PSSTFRPPSCE,Baron Priscilla,22 avenue de quincy,77380,COMBS LA VILLE,FR,FRANCE,20220929
FR022004101071899906N038500,PSSTFRPPLYO,BOUTAIEB Makram,"59 C RUE SAINTE CATHERINE, PORTE 23",59800,LILLE,FR,FRANCE,20240820
FR0230002011520000025441Y63,CRLYFRPP,MOHAMED IMRAN SP,1 RUE GUSTAVE COURBET 95140 GARGES LES GONESSE,95140,GARGES LES GONESSE,FR,FRANCE,20231208
FR0230002011520000025441Y63,CRLYFRPP,mohamed imran nafila,1 RUE GUSTAVE COURBET 95140 GARGES LES GONESSE,95140,GARGES LES GONESSE,FR,FRANCE,20231208
FR0230002014710000011900F31,CRLYFRPP,MIGNON Marlène,6 ALLEE EUGENE POTTIER,77420,CHAMPS SUR MARNE,FR,FRANCE,20230808
FR0230002017550000000550W69,CRLYFRPP,GOALARD Alain,44 CHEMIN ARANTZETAKOBORDA,64480,USTARITZ,FR,FRANCE,20240403I hope this will help to have nice data. If any trouble with the dataset, please tell me
But for the others, it's definitely better that you cleaned it up.