Crypto Forex Leads Compilation 2024

Jul 22, 2026

341,605

Records

157

Files

Jul 22, 2026

Added

A large compilation dataset of approximately 158 databases containing personal and financial leads from crypto and forex trading platforms. Files include data from multiple cryptocurrency exchanges (ANXPRO, BitBay, BitcoinID, Bitlish, Bitstamp, BTCMarkets, BTCTradeUA, CEX.IO, CoinGI, CoinNest, etc.) with fields including name, email, phone, country, trading pairs, and transaction data. Additional files contain broker/affiliate lead lists with deposit amounts and registration dates for platforms like EuropeFX, Profitix, and others. Data spans approximately 2020–2024. This appears to be an aggregated lead database compiled by a fraud actor or data broker, not a breach of a single company.

Data found in this dataset

EmailFirst nameLast nameMiddle nameUsernameAddressCityStateCountryGenderphonefullNameskipdobzipssn

Source files

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

leads__10_Feb__Sheet1.csv

5 columns256 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	firstName	high	header "FIRST NAME" resolves to PII field "firstName"
1	lastName	high	header "LAST NAME" resolves to PII field "lastName"
2	email	high	header "EMAIL" resolves to PII field "email"
3	phone	high	header "PHONE" resolves to PII field "phone"
4	country	high	header "COUNTRY" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__10_march__Sheet1.csv

5 columns259 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	firstName	high	[0] header 'First Name', values are given names like 'jaime', 'Paul', 'Claudia'
1	lastName	high	[1] header 'Last Name', values are surnames like 'thomas', 'Willems', 'Larsson'
2	email	high	[2] header 'Email', values contain @ signs e.g. 'jaime83.thomas@gmail.com'
3	phone	high	[3] header 'Phone', values are international phone numbers e.g. '447511783062'
4	country	high	[4] header 'Country', values are country names or first word thereof e.g. 'United', 'Netherlands', 'Austria'

Notes: CSV is malformed — multi-word country names (e.g. 'United Kingdom', 'South Africa') split across comma-delimited columns 4-7, causing overflow into columns 5, 6, 7. Only column 4 is mapped as country (first token); columns 5-7 are overflow artifacts and contain no independently usable PII.

leads__18_feb__Sheet1.csv

5 columns250 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	firstName	high	header 'FIRST NAME', values are common given names
1	lastName	high	header 'LAST NAME', values are common surnames
2	email	high	header 'EMAIL', values contain @ signs
3	phone	high	header 'PHONE', values are 10-15 digit numbers
4	country	high	header 'COUNTRY', values are country names

leads__19.250__Sheet1.csv

4 columns250 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	firstName	high	header "fname" resolves to PII field "firstName"
2	lastName	high	header "lname" resolves to PII field "lastName"
5	email	high	header "email" resolves to PII field "email"
6	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__1AT_DP_4_February_Deal_Master__Sheet1.csv

4 columns153 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "E-Mail" resolves to PII field "email"
2	lastName	high	header "Last name" resolves to PII field "lastName"
4	country	high	header "Country" resolves to PII field "country"
5	phone	high	header "Phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__1st_step__Sheet1.csv

1 column168 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	email	high	unlabeled column — sampled values parse as email addresses

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__27-Feb__Sheet1.csv

5 columns351 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	firstName	high	[0] header 'FIRST NAME', values are common given names (KaarIm, Kurt, Marius, etc.)
1	lastName	high	[1] header 'LAST NAME', values are surnames (Gustafsson, Kristensen, Rosenvinge, etc.)
2	email	high	[2] header 'EMAIL', values contain @ signs with valid email formats
3	phone	high	[3] header 'PHONE', values are international phone numbers with country codes
4	country	high	[4] header 'COUNTRY', values are country names (Sweden, Denmark, Norway, etc.)

Notes: File is a crypto-forex leads compilation with 8 columns; columns 5-7 appear to be malformed/duplicate data (Phone, 1, Country repeating). Only 5 valid PII columns identified. Rows show typical lead list structure with name, contact, and country info.

leads__2nd__Sheet1.csv

1 column66 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
4	email	high	unlabeled column — sampled values parse as email addresses

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__3.2__Sheet1.csv

3 columns31 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	fullName	high	[1] header 'Client Name', values are full names like 'reiner Wiessmann', 'Erfan Tavakoli'
3	skip	high	[3] header 'Follow Up' contains non-PII status like '(Kapital Klasse)'
4	country	high	[4] header 'COUNTRY', values are country names like 'Germany', 'Switzerland'

Notes: Only columns 1 (fullName) and 4 (country) contain PII. Column 3 (Follow Up) contains status codes, not PII. Columns 0 (Date), 2 (Follow Up), 5 (Bank), 6 (Brand), 7 (Order #), 8 (Source) contain internal IDs, timestamps, or business data — skipped per rules. No emails, phones, addresses, DOB, SSN, gender, or passwords detected.

leads__361_Full_Information__Sheet1.csv

1 column360 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	email	high	unlabeled column — sampled values parse as email addresses

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__4-May_2020__Sheet1.csv

5 columns276 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	firstName	high	header "FIRST NAME" resolves to PII field "firstName"
1	lastName	high	header "LAST NAME" resolves to PII field "lastName"
2	email	high	header "EMAIL" resolves to PII field "email"
3	phone	high	header "PHONE" resolves to PII field "phone"
4	country	high	header "COUNTRY" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__4-mrc__Sheet1.csv

5 columns329 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	firstName	high	[0] header 'First Name', values are common given names
1	lastName	high	[1] header 'Last Name', values are common surnames
2	email	high	[2] header 'email', values contain @ signs
3	phone	high	[3] header 'phone', values are 10-15 digit numbers
4	country	high	[4] header 'country', values are country names or codes

leads__4XFX_Sample__Sheet1.csv

1 column10 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
4	email	high	unlabeled column — sampled values parse as email addresses

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__AT_DP__Sheet1.csv

4 columns153 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "E-Mail" resolves to PII field "email"
2	lastName	high	header "Last name" resolves to PII field "lastName"
4	country	high	header "Country" resolves to PII field "country"
5	phone	high	header "Phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__AU_140_hot_forexcrypto_2024__Sheet2.csv

5 columns140 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
4	phone	high	header "Primary Phone" resolves to PII field "phone"
5	email	high	header "Primary Email" resolves to PII field "email"
6	country	high	header "Country" resolves to PII field "country"
10	email	high	unlabeled column — sampled values parse as email addresses
24	email	high	unlabeled column — sampled values parse as email addresses

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Au_Sample__Sheet2.csv

5 columns132 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
4	phone	high	header "Primary Phone" resolves to PII field "phone"
5	email	high	header "Primary Email" resolves to PII field "email"
6	country	high	header "Country" resolves to PII field "country"
10	email	high	unlabeled column — sampled values parse as email addresses
24	email	high	unlabeled column — sampled values parse as email addresses

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__BE_FR_Another_Sample_2024__Sheet1.csv

5 columns277 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
5	firstName	high	header "First Name" resolves to PII field "firstName"
6	lastName	high	header "Last Name" resolves to PII field "lastName"
7	email	high	header "Email" resolves to PII field "email"
8	phone	high	header "Phone Number" resolves to PII field "phone"
9	country	high	header "Country Code" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__BN__Sheet1.csv

9 columns199 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	gender	high	[0] values are M/MME which map to gender
1	lastName	high	[1] header 'M', values are surnames
2	middleName	high	[2] header 'Toubale', values are middle names
3	email	high	[3] header 'Ahmed', values contain '@' email pattern
4	phone	high	[4] values are 10-digit numbers matching French phone format
5	dob	high	[5] values match ISO date format YYYY-MM-DDTHH:MM:SSZ
6	address1	high	[6] header '3 voie greuze', values are street addresses
7	zip	high	[7] values are 5-digit French postal codes
8	city	high	[8] values are French city names

Notes: 9 columns total, 8 contain PII. Gender column maps M/MME values, all other columns follow standard PII patterns. File appears to be a lead compilation from crypto/forex platforms with complete personal records.

leads__Binance_AU_Crypto_1k__Sheet2.csv

4 columns1,043 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__BinaryOnline111test________1.csv

4 columns90 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
2	fullName	high	header "Customer Name" resolves to PII field "fullName"
6	country	high	header "Country" resolves to PII field "country"
16	phone	high	header "Phone" resolves to PII field "phone"
17	email	high	header "Email" resolves to PII field "email"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Bitcoin_2024_Invest_Sample__Sheet1.csv

5 columns19 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	firstName	high	header "firstname" resolves to PII field "firstName"
1	lastName	high	header "lastname" resolves to PII field "lastName"
2	email	high	header "email" resolves to PII field "email"
3	phone	high	header "phone" resolves to PII field "phone"
4	country	high	header "country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Book1HOT__Sheet1.csv

1 column299 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
2	email	high	unlabeled column — sampled values parse as email addresses

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Book1__Sheet1.csv

1 column244 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
2	email	high	unlabeled column — sampled values parse as email addresses

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__CA_1_Week_Old_Hot_Leads__Sheet1.csv

4 columns15 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	lastName	high	header "lastname" resolves to PII field "lastName"
2	email	high	header "email" resolves to PII field "email"
4	phone	high	header "phone" resolves to PII field "phone"
8	country	high	header "country_name" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__CA_Coinpayment.net__Sheet1.csv

3 columns48 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "email" resolves to PII field "email"
2	lastName	high	header "surname" resolves to PII field "lastName"
4	country	high	header "Country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__CA_High_Depositors_Samples__Sheet1.csv

4 columns24 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "Email" resolves to PII field "email"
2	lastName	high	header "Last name" resolves to PII field "lastName"
4	country	high	header "Country" resolves to PII field "country"
5	phone	high	header "Phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__CH_DP_4_February_Deal_Master__Sheet1.csv

4 columns215 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "E-Mail" resolves to PII field "email"
2	lastName	high	header "Last name" resolves to PII field "lastName"
4	country	high	header "Country" resolves to PII field "country"
5	phone	high	header "Phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__CH_DP__Sheet1.csv

4 columns215 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "E-Mail" resolves to PII field "email"
2	lastName	high	header "Last name" resolves to PII field "lastName"
4	country	high	header "Country" resolves to PII field "country"
5	phone	high	header "Phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__CH_Test________1.csv

1 column28 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	unlabeled column — sampled values parse as email addresses

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__DE_192_FTDS__Sheet1.csv

5 columns192 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "email" resolves to PII field "email"
1	firstName	high	header "fname" resolves to PII field "firstName"
2	lastName	high	header "lname" resolves to PII field "lastName"
4	country	high	header "Country" resolves to PII field "country"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__DE_MCB__ProfitTrade.csv

6 columns46 rows

File structure

Format: CSV·Delimiter: Comma·Has header: no·Quote: "

Source column	Mapped field	Confidence	LLM assessment
0	fullName	high	[0] values are full names (e.g., Wolfgang Zametzer, Alfred Braun, Renato Cavelti)
1	phone	high	[1] values are 10-12 digit numbers matching international phone formats (e.g., 491728956917, 4916098595806)
2	skip	high	[2] contains numeric values with 'usd' or 'k' suffixes, appears to be monetary amounts (e.g., 250usd, 45k, 1k)
3	fullName	high	[3] contains names (e.g., Fabian, nicolaus, klaus, Leah, billy)
4	skip	high	[4] empty in most rows; when present contains free text (e.g., 'Er war bei der Arbeit', 'Hat kein Komputer')
5	skip	high	[5] contains numeric values with decimal points, likely percentages or ratios (e.g., 14.5, 16, 1, 15.5)

Notes: File appears to be a simple CSV without headers. Columns 0 and 3 contain names (fullName), column 1 contains phone numbers, column 2 contains monetary amounts (skip), column 4 contains optional free-text notes (skip), column 5 contains numeric values likely representing percentages or ratios (skip).

leads__DE_MCB__mycoinbanking.csv

3 columns291 rows

File structure

Format: CSV·Delimiter: Comma·Has header: no·Quote: "

Source column	Mapped field	Confidence	LLM assessment
0	fullName	high	column 0 contains full names like 'Hugo Imhof', 'Jurg Biber', and 'Maria Nieuwenhuys'
1	phone	high	column 1 contains 10-12 digit numbers and formatted phone numbers like '41794154974', '41789151360', '491726954784'
3	fullName	high	column 3 contains names like 'Gabriel', 'Leah', 'Nicolaus', 'Hans', 'Fabian', 'Leah', 'Martin', 'gabriel', 'nicolas'

leads__DE_TopBrand_Sample__Sheet1.csv

3 columns84 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	country	high	header "Country" resolves to PII field "country"
2	phone	high	header "Phone" resolves to PII field "phone"
3	email	high	header "Email" resolves to PII field "email"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__DONE__Sheet1.csv

5 columns244 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	firstName	high	header "FIRST NAME" resolves to PII field "firstName"
1	lastName	high	header "LAST NAME" resolves to PII field "lastName"
2	email	high	header "EMAIL" resolves to PII field "email"
3	phone	high	header "PHONE" resolves to PII field "phone"
4	country	high	header "COUNTRY" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__DP_252_3__8984004c-7b18-4685-a02e-336241cffe93__Sheet1.csv

5 columns252 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "Email" resolves to PII field "email"
1	firstName	high	header "First Name" resolves to PII field "firstName"
2	lastName	high	header "Last Name" resolves to PII field "lastName"
4	country	high	header "Country" resolves to PII field "country"
5	phone	high	header "Phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__De_Festgeld__Sheet1.csv

3 columns107 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	country	high	header "Country" resolves to PII field "country"
2	phone	high	header "Phone" resolves to PII field "phone"
3	email	high	header "Email" resolves to PII field "email"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__De_Sample_recovery_leads__Sheet1.csv

2 columns75 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	phone	high	header "phone" resolves to PII field "phone"
2	email	high	header "email1" resolves to PII field "email"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__ES_IT_Sample__Sheet1.csv

4 columns95 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Email_gmx.ch__Sheet1.csv

1,399 rows

File structure

Notes: Pre-LLM auto-detection: free-form text with visible emails / phones

leads__Eng__rollo___Sheet1.csv

5 columns133 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	firstName	high	header "FirstName" resolves to PII field "firstName"
1	lastName	high	header "LastName" resolves to PII field "lastName"
2	email	high	unlabeled column — sampled values parse as email addresses
4	phone	high	header "PhoneNumber" resolves to PII field "phone"
6	country	high	header "Country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__EnglishnotFTD7__1_______.csv

3 columns108 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
4	country	high	header "COUNTRY" resolves to PII field "country"
6	email	high	header "EMAIL" resolves to PII field "email"
7	phone	high	header "Phone Number" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__EnglishnotFTD8__1_______.csv

3 columns203 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
5	country	high	header "COUNTRY" resolves to PII field "country"
7	email	high	header "EMAIL" resolves to PII field "email"
8	phone	high	header "Phone Number" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Etoro.csv

2 columns200,298 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	email	high	header "Email" resolves to PII field "email"
3	country	high	header "Country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__FR_Brokers_Sample__Sheet1.csv

4 columns114 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
2	firstName	high	header "fname" resolves to PII field "firstName"
3	lastName	high	header "lname" resolves to PII field "lastName"
4	email	high	header "email1" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__FR_FX_New_2025-tradobanco.com__Sheet1.csv

6 columns31 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
2	email	high	header "Email" resolves to PII field "email"
13	country	high	header "Country" resolves to PII field "country"
14	phone	high	header "Phone Number" resolves to PII field "phone"
16	dob	high	header "Birthdate" resolves to PII field "dob"
17	city	high	header "City" resolves to PII field "city"
18	address1	high	header "Address" resolves to PII field "address1"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__FR_FX_New_2025__Sheet1.csv

6 columns31 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
2	email	high	header "Email" resolves to PII field "email"
13	country	high	header "Country" resolves to PII field "country"
14	phone	high	header "Phone Number" resolves to PII field "phone"
16	dob	high	header "Birthdate" resolves to PII field "dob"
17	city	high	header "City" resolves to PII field "city"
18	address1	high	header "Address" resolves to PII field "address1"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__FR_Quantum_Ai__Sheet1.csv

5 columns77 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	firstName	high	header "FName" resolves to PII field "firstName"
1	lastName	high	header "Last name" resolves to PII field "lastName"
2	phone	high	header "Phone" resolves to PII field "phone"
3	email	high	header "Email" resolves to PII field "email"
4	country	high	header "country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__FR_deposit_sample__Sheet2.csv

5 columns86 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "email" resolves to PII field "email"
1	firstName	high	header "fname" resolves to PII field "firstName"
2	lastName	high	header "lname" resolves to PII field "lastName"
3	phone	high	header "phone" resolves to PII field "phone"
6	country	high	header "country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__FR_language_BE_Country_Sample__Sheet3.csv

4 columns273 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "email" resolves to PII field "email"
1	firstName	high	header "first_name" resolves to PII field "firstName"
2	lastName	high	header "last_name" resolves to PII field "lastName"
3	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__FR_sample__Sheet1.csv

5 columns51 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	firstName	high	header "FirstName" resolves to PII field "firstName"
1	lastName	high	header "LastName" resolves to PII field "lastName"
2	email	high	header "Email" resolves to PII field "email"
3	phone	high	header "Phone" resolves to PII field "phone"
4	country	high	header "CountryName" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__FX_FR_Sample__Sheet2.csv

5 columns42 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	email	high	header "user_email" resolves to PII field "email"
2	firstName	high	header "user_firstname" resolves to PII field "firstName"
3	lastName	high	header "user_lastname" resolves to PII field "lastName"
4	phone	high	header "user_phone" resolves to PII field "phone"
7	country	high	header "user_country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__France_Crypto_Investors_Samples__Sheet1.csv

9 columns26 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "email_address" resolves to PII field "email"
1	firstName	high	header "user_first_name" resolves to PII field "firstName"
2	lastName	high	header "user_last_name" resolves to PII field "lastName"
3	phone	high	header "user_phone" resolves to PII field "phone"
4	address1	high	header "user_address" resolves to PII field "address1"
5	city	high	header "user_city" resolves to PII field "city"
6	state	high	header "user_state" resolves to PII field "state"
7	country	high	header "user_country" resolves to PII field "country"
8	zip	high	header "user_zip_code" resolves to PII field "zip"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Fresh_DP_De_AT__Sheet1.csv

5 columns181 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "email" resolves to PII field "email"
1	firstName	high	header "firstname" resolves to PII field "firstName"
2	lastName	high	header "lastname" resolves to PII field "lastName"
4	country	high	header "country" resolves to PII field "country"
5	phone	high	header "Phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__GERMANY_100_Leads_Iban__Sheet1.csv

6 columns100 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "Email " resolves to PII field "email"
1	firstName	high	header "First Name" resolves to PII field "firstName"
2	lastName	high	header "Last Name" resolves to PII field "lastName"
3	phone	high	header "Phone" resolves to PII field "phone"
4	country	high	header "Country" resolves to PII field "country"
5	dob	high	header "Date of Birth" resolves to PII field "dob"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Gcc_Sample__Sheet1.csv

2 columns201 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "email" resolves to PII field "email"
2	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Gemini_2.5k_Leads_USA__Sheet1.csv

4 columns2,540 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	firstName	high	header "First Name" resolves to PII field "firstName"
1	lastName	high	header "Last Name" resolves to PII field "lastName"
2	email	high	header "Email" resolves to PII field "email"
4	country	high	header "Country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__GermannotFTD6__1_______.csv

1 column145 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
7	email	high	unlabeled column — sampled values parse as email addresses

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Germany__Switzerland__Austria_15k_Leads_2023___DE-CH-AT.csv

3 columns99 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	phone	high	header "Primary Phone" resolves to PII field "phone"
2	email	high	header "Primary Email" resolves to PII field "email"
3	country	high	header "Country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__IT_Sample_Depositor__Sheet1.csv

3 columns187 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	email	high	header "Email" resolves to PII field "email"
2	country	high	header "Country" resolves to PII field "country"
3	phone	high	header "Phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Investors_data_sample_173k_1___Sheet1.csv

5 columns3,000 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	firstName	high	header "First Name" resolves to PII field "firstName"
1	lastName	high	header "Last Name" resolves to PII field "lastName"
8	email	high	header "Email" resolves to PII field "email"
9	phone	high	header "Phone Number" resolves to PII field "phone"
12	country	high	header "Country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Investors_data_sample_173k__Sheet1.csv

5 columns3,000 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	firstName	high	header "First Name" resolves to PII field "firstName"
1	lastName	high	header "Last Name" resolves to PII field "lastName"
8	email	high	header "Email" resolves to PII field "email"
9	phone	high	header "Phone Number" resolves to PII field "phone"
12	country	high	header "Country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Ireland_Crypto_Leads_500_1___Sheet1.csv

4 columns510 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Ireland_Crypto_Leads_500__Sheet1.csv

4 columns510 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__It_500_Leads_For_Test__Sheet1.csv

5 columns501 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	email	high	unlabeled column — sampled values parse as email addresses
4	phone	high	header "Primary Phone" resolves to PII field "phone"
5	email	high	header "Primary Email" resolves to PII field "email"
6	country	high	header "Country" resolves to PII field "country"
17	email	high	unlabeled column — sampled values parse as email addresses

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Italy_deposit_sample__Sheet1.csv

2 columns22 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	phone	high	header "phone" resolves to PII field "phone"
2	email	high	header "email1" resolves to PII field "email"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__JP_500__Sheet1.csv

4 columns513 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	firstName	high	header "fname" resolves to PII field "firstName"
2	lastName	high	header "lname" resolves to PII field "lastName"
3	email	high	header "email" resolves to PII field "email"
4	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Japan_Forex_Leads_Sample__Sheet1.csv

2 columns12 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	phone	high	header "phone" resolves to PII field "phone"
2	email	high	header "email1" resolves to PII field "email"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Kraken_500_Sample__Sheet1.csv

5 columns501 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	firstName	high	header "First Name" resolves to PII field "firstName"
1	lastName	high	header "Last Name" resolves to PII field "lastName"
2	email	high	header "Email" resolves to PII field "email"
3	phone	high	header "Phone" resolves to PII field "phone"
4	country	high	header "Country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Kuwait__Sheet1.csv

5 columns82 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	firstName	high	header "fname" resolves to PII field "firstName"
1	lastName	high	header "lname" resolves to PII field "lastName"
2	email	high	header "email" resolves to PII field "email"
3	phone	high	header "phone" resolves to PII field "phone"
4	country	high	header "country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Latvia_Lithuania_Estonia_Leads__Sheet1.csv

5 columns295 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	firstName	high	header "First Name" resolves to PII field "firstName"
2	lastName	high	header "Last Name" resolves to PII field "lastName"
3	phone	high	header "Phone" resolves to PII field "phone"
4	email	high	header "Email" resolves to PII field "email"
5	country	high	header "Country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Latvia_Sample__Sheet1.csv

5 columns70 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	firstName	high	[1] header 'First Name', values are given names (Rimante, stanislavas, Renata, Tomas, etc.)
2	lastName	high	[2] header 'Last Name', values are family names (Valancauskaite, kasiukevicius, Kul, Saukstelis, etc.)
3	phone	high	[3] header 'Email' but values are 11-digit numbers matching Lithuanian phone format (37255519994, 37060454357, etc.)
4	email	high	[4] header 'Email', values contain @ symbols and match email format (rimant.ncauskaite@gmail.com, stanislavas30@gmail.com, etc.)
5	country	high	[5] header 'Country', all values are 'Lithuania'

Notes: 7 columns total; Brand (col 0) and Deposit Amount (col 6) are non-PII. Column 3 labeled 'Email' but contains phone numbers (Lithuanian format); column 4 contains actual email addresses. Duplicate 'Email' headers indicate data quality issues in source file but both are mapped to appropriate PII fields based on actual values.

leads__Lithuania_Sample__Sheet1.csv

5 columns70 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	firstName	high	[1] header 'First Name', values are common given names
2	lastName	high	[2] header 'Last Name', values are common surnames
3	phone	high	[3] header 'Email' but values are 11-digit numbers matching Lithuanian phone format (370XXXXXXXXX)
4	email	high	[4] header 'Email', values contain @ signs and are valid email addresses
5	country	high	[5] header 'Country', all values are 'Lithuania'

Notes: 7 columns total, 5 contain PII. Column [0] 'Brand' is skipped (company name). Column [6] 'Deposit Amount' is skipped (financial transactional data). Note: Column [3] header says 'Email' but contains phone numbers; column [4] contains actual email addresses. Both are mapped correctly based on values, not header.

leads__Live_Leads_5_Sample__Sheet1.csv

4 columns5 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	lastName	high	header "lastname" resolves to PII field "lastName"
2	email	high	header "email" resolves to PII field "email"
4	phone	high	header "phone" resolves to PII field "phone"
8	country	high	header "country_name" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Mix_country__Sheet1.csv

5 columns85 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	firstName	high	header "First Name" resolves to PII field "firstName"
1	lastName	high	header "Last Name" resolves to PII field "lastName"
2	email	high	header "Email" resolves to PII field "email"
3	phone	high	header "Phone" resolves to PII field "phone"
4	country	high	header "Country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Mixed_DP_source_2_Clicks_Club__Sheet1.csv

5 columns222 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "Email" resolves to PII field "email"
1	firstName	high	header "First Name" resolves to PII field "firstName"
2	lastName	high	header "Last Name" resolves to PII field "lastName"
4	country	high	header "Country" resolves to PII field "country"
5	phone	high	header "Phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Mixed_Geo_casino_leads_Sample-_horuscasino__Sheet1.csv

6 columns20 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	firstName	high	header "fname" resolves to PII field "firstName"
2	lastName	high	header "lname" resolves to PII field "lastName"
3	username	high	header "username" resolves to PII field "username"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "mobile" resolves to PII field "phone"
7	country	high	header "countrycode" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Mixed_Geo_casino_leads_Sample-_wcasino__Sheet1.csv

6 columns22 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	firstName	high	header "fname" resolves to PII field "firstName"
2	lastName	high	header "lname" resolves to PII field "lastName"
3	username	high	header "username" resolves to PII field "username"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "mobile" resolves to PII field "phone"
7	country	high	header "countrycode" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__NEW_FR_Sample__Sheet1.csv

8 columns9 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	fullName	high	[0] header 'Name', values are full names like 'Kabouche Hichem'
1	email	high	[1] header 'Email', values contain '@' like 'idealauto@live.fr'
3	country	high	[3] header empty but values are all 'France', a country
4	phone	high	[4] values are 11-digit numbers starting with '336' (French mobile numbers)
13	country	high	[13] header 'Country', values are all 'FRANCE'
15	dob	high	[15] header 'Documents' but values match YYYY-MM-DD date pattern like '1946-09-23'
16	city	high	[16] header 'Birthdate' but values are city names like 'Marseille'
17	address1	high	[17] header 'City' but values are street addresses like '7bd Ambroise Robert'

Notes: 20 columns total, 7 contain PII. Columns 0-1 are clear PII. Column 3 appears to be country (France). Column 4 is clearly French mobile numbers. Column 13 is country (FRANCE). Column 15 has valid dates (YYYY-MM-DD) despite ambiguous header 'Documents' — maps to dob. Column 16 has city names despite header 'Birthdate' — maps to city. Column 17 has street addresses despite header 'City' — maps to address1. All other columns are internal flags, transaction amounts, timestamps, or risk scores — skip.

leads__NL_Forex_Recover_depositor_sample__Sheet1.csv

2 columns9 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	phone	high	header "phone" resolves to PII field "phone"
2	email	high	header "email1" resolves to PII field "email"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__NZ_2024_Depositor_recovery_Leads__Sheet1.csv

2 columns119 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	phone	high	header "phone" resolves to PII field "phone"
2	email	high	header "email1" resolves to PII field "email"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Nordic_replace_100__Sheet1.csv

4 columns110 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "E-mail" resolves to PII field "email"
2	lastName	high	header "Last name" resolves to PII field "lastName"
4	country	high	header "Country" resolves to PII field "country"
5	phone	high	header "Phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__PeerBerry.com_DE_100__Sheet1.csv

4 columns102 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
2	email	high	header "EMAIL" resolves to PII field "email"
3	dob	high	header "DOB" resolves to PII field "dob"
4	phone	high	header "PHONE" resolves to PII field "phone"
7	password	high	header "PASSWORD" resolves to PII field "password"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Poland_700k_Sample__Sheet1.csv

5 columns127 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	firstName	high	header "First Name" resolves to PII field "firstName"
1	lastName	high	header "Last Name" resolves to PII field "lastName"
2	email	high	header "Email" resolves to PII field "email"
3	phone	high	header "Mobile" resolves to PII field "phone"
6	country	high	header "Country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Pt_40_2__in.csv

5 columns50 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	fullName	high	[0] header is empty but values are full person names (e.g., 'Manuel Brito', 'Vitor Azevedo')
1	username	low	[1] header 'accountname' contains numeric strings that could be internal IDs, but values look like numeric usernames or account handles
2	email	high	[2] header 'phone' mistakenly labeled; values contain '@' and valid email patterns (e.g., 'manuelbrito1@hotmail.com')
3	skip	high	[3] header 'email1' contains non-email values like 'Following up' and 'Deposited' — not emails
6	fullName	medium	[6] header 'bill_country' mistakenly labeled; values appear to be person names (e.g., 'Teresa Moreira')

Notes: This file appears to have mislabeled columns: column 2 contains emails but is labeled 'phone', column 6 contains names but is labeled 'bill_country'. Column 1 contains numeric strings that may be usernames or internal IDs. Columns 3, 4, 5, 7, 8, 9, and 10 contain non-PII data (status flags, brands, amounts, etc.).

leads__Pt_Be_De_Sample__Sheet2.csv

5 columns110 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	email	high	unlabeled column — sampled values parse as email addresses
4	phone	high	header "Primary Phone" resolves to PII field "phone"
5	email	high	header "Primary Email" resolves to PII field "email"
6	country	high	header "Country" resolves to PII field "country"
20	email	high	unlabeled column — sampled values parse as email addresses

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__RU_260__Sheet1.csv

2 columns267 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	phone	high	header "phone" resolves to PII field "phone"
2	email	high	header "email1" resolves to PII field "email"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__SE_Sample__Sheet1.csv

3 columns33 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "email" resolves to PII field "email"
2	lastName	high	header "surname" resolves to PII field "lastName"
4	country	high	header "country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__SG_BNC_700__Sheet1.csv

4 columns744 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__SK-SI-BE________2.csv

4 columns256 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "E-Mail" resolves to PII field "email"
2	lastName	high	header "Last name" resolves to PII field "lastName"
4	country	high	header "Country" resolves to PII field "country"
5	phone	high	header "Phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Sample_UK__Sheet1.csv

5 columns48 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	firstName	high	header "First Name" resolves to PII field "firstName"
2	lastName	high	header "Last Name" resolves to PII field "lastName"
3	phone	high	header "Phone" resolves to PII field "phone"
4	email	high	header "Email" resolves to PII field "email"
5	country	high	header "Country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Saxo_Sample__Sheet1.csv

3 columns182 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
2	fullName	high	header "full name" resolves to PII field "fullName"
3	email	high	header "email " resolves to PII field "email"
5	country	high	header "country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Scandinavia-leads-IB-18.9__customers_2017-09-18_09_50.csv

3 columns199 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
2	country	high	header "Country" resolves to PII field "country"
3	phone	high	header "Phone" resolves to PII field "phone"
4	email	high	header "Email" resolves to PII field "email"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Se_Sample_Crypto__Sheet1.csv

4 columns176 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Slov_Sk_Romania_DP_REPLACE__Sheet1.csv

5 columns80 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "email" resolves to PII field "email"
1	firstName	high	header "firstName" resolves to PII field "firstName"
2	lastName	high	header "lastName" resolves to PII field "lastName"
4	country	high	header "country" resolves to PII field "country"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Spain_200_Leads_For_test__Sheet1.csv

2 columns201 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	phone	high	header "phone" resolves to PII field "phone"
2	email	high	header "email1" resolves to PII field "email"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Sweden_Sample_Hot_Leads__Sheet1.csv

4 columns16 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	lastName	high	header "lastname" resolves to PII field "lastName"
2	email	high	header "email" resolves to PII field "email"
4	phone	high	header "phone" resolves to PII field "phone"
8	country	high	header "country_name" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Switzerland_1k__Sheet1.csv

4 columns1,150 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	email	high	unlabeled column — sampled values parse as email addresses
4	phone	high	header "Primary Phone" resolves to PII field "phone"
5	email	high	header "Primary Email" resolves to PII field "email"
6	country	high	header "Country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Th_Depositor_100__Sheet1.csv

2 columns100 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	phone	high	header "phone" resolves to PII field "phone"
2	email	high	header "email1" resolves to PII field "email"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Thailand-5358879-sample__1_.csv

2 columns978 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	phone	high	header "Mobile" resolves to PII field "phone"
2	email	high	header "Email" resolves to PII field "email"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Tomato_Brand_EU_Mix_Country__Sheet2.csv

2 columns2,514 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	phone	high	header "phone" resolves to PII field "phone"
2	email	high	header "email1" resolves to PII field "email"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Trezor2023-Switzerland__Feuil1.csv

4 columns37 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	lastName	high	header "surname" resolves to PII field "lastName"
2	email	high	header "email" resolves to PII field "email"
3	phone	high	header "phone" resolves to PII field "phone"
4	country	high	header "country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__Turkey_Native_100_Sample__Sheet1.csv

2 columns104 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	phone	high	header "phone" resolves to PII field "phone"
2	email	high	header "email1" resolves to PII field "email"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__UAE_1K_Forex_Leads__Sheet1.csv

5 columns1,024 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	firstName	high	header "fname" resolves to PII field "firstName"
1	lastName	high	header "lname" resolves to PII field "lastName"
2	email	high	header "email" resolves to PII field "email"
3	phone	high	header "phone" resolves to PII field "phone"
4	country	high	header "country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__UK_50_Leads_Crypto_Depositors__Sheet1.csv

5 columns50 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "EMAIL" resolves to PII field "email"
1	firstName	high	header "F NAME" resolves to PII field "firstName"
2	lastName	high	header "L NAME" resolves to PII field "lastName"
4	country	high	header "COUNTRY" resolves to PII field "country"
5	phone	high	header "PHONE" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__UK_bigger_balance__Sheet1.csv

4 columns223 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "E-Mail" resolves to PII field "email"
2	lastName	high	header "Last name" resolves to PII field "lastName"
4	country	high	header "Country" resolves to PII field "country"
5	phone	high	header "Phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__USA_-_B2C_Gamblers_2023__in.csv

9 columns204 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	firstName	high	header "first_name" resolves to PII field "firstName"
1	lastName	high	header "last_name" resolves to PII field "lastName"
2	address1	high	header "address" resolves to PII field "address1"
3	city	high	header "city" resolves to PII field "city"
4	state	high	header "state" resolves to PII field "state"
5	zip	high	header "zip" resolves to PII field "zip"
6	gender	high	header "gender" resolves to PII field "gender"
7	email	high	header "email" resolves to PII field "email"
8	phone	high	header "phone_number" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__USA_Fullz_Sample__Sheet1.csv

11 columns19 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	firstName	high	header "First_Name" resolves to PII field "firstName"
2	lastName	high	header "Last_Name" resolves to PII field "lastName"
3	address1	high	header "Address" resolves to PII field "address1"
4	city	high	header "City" resolves to PII field "city"
5	state	high	header "State" resolves to PII field "state"
6	email	high	header "Email" resolves to PII field "email"
7	zip	high	header "Zip" resolves to PII field "zip"
8	phone	high	header "Home_Phone" resolves to PII field "phone"
9	phone	high	header "Work_Phone" resolves to PII field "phone"
11	ssn	high	header "SSN" resolves to PII field "ssn"
12	dob	high	header "Date_Of_Birth" resolves to PII field "dob"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__aff_sam__Sheet1.csv

2 columns219 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
3	email	high	unlabeled column — sampled values parse as email addresses
5	country	high	header "country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__all_crypto_smple__1___Sheet1.csv

5 columns1,286 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	firstName	high	header "First Name" resolves to PII field "firstName"
2	lastName	high	header "Last Name" resolves to PII field "lastName"
3	country	high	header "Country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "Phone number " resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__anxpro.txt

4 columns1,080 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__bank_leads_spain_1__Sheet1.csv

2 columns54 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	phone	high	header "PHONE " resolves to PII field "phone"
4	zip	high	header "PIN" resolves to PII field "zip"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__binance_USA_sample__binance.csv

9 columns105 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "email" resolves to PII field "email"
1	firstName	high	header "firstname" resolves to PII field "firstName"
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	phone	high	header "phone" resolves to PII field "phone"
4	address1	high	header "address" resolves to PII field "address1"
5	city	high	header "city" resolves to PII field "city"
6	state	high	header "state" resolves to PII field "state"
7	zip	high	header "zip" resolves to PII field "zip"
8	country	high	header "country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__bitbay.txt

4 columns3,459 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__bitcoinid.txt

4 columns1,530 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__bitlish.txt

4 columns3,550 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__bitstamp.txt

4 columns1,443 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__btcmarkets.txt

4 columns990 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__btctradeua.txt

4 columns1,920 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__cexio.txt

4 columns2,700 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__circle.com_-_7258_Line__Circle.com.csv

9 columns108 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "email" resolves to PII field "email"
1	firstName	high	header "firstname" resolves to PII field "firstName"
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	address1	high	header "address" resolves to PII field "address1"
4	city	high	header "city" resolves to PII field "city"
5	state	high	header "state" resolves to PII field "state"
6	zip	high	header "zip" resolves to PII field "zip"
7	phone	high	header "phone" resolves to PII field "phone"
8	country	high	header "country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__coinbase_sample_usa__Sheet1.csv

8 columns100 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "email" resolves to PII field "email"
1	firstName	high	header "firstname" resolves to PII field "firstName"
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	address1	high	header "address" resolves to PII field "address1"
4	city	high	header "city" resolves to PII field "city"
5	state	high	header "state" resolves to PII field "state"
6	zip	high	header "zip" resolves to PII field "zip"
7	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__coingi.txt

4 columns1,270 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__coinnest.txt

4 columns1,530 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__de_in_house__Sheet1.csv

1 column306 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
2	email	high	unlabeled column — sampled values parse as email addresses

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__denmark__Sheet1.csv

3 columns17 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
2	country	high	header "COUNTRY" resolves to PII field "country"
5	email	high	header "EMAIL" resolves to PII field "email"
6	phone	high	header "Phone Number" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__dennorswed90__Sheet1.csv

5 columns82 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	firstName	high	header "FirstName" resolves to PII field "firstName"
1	lastName	high	header "LastName" resolves to PII field "lastName"
2	email	high	header "Email" resolves to PII field "email"
3	phone	high	header "Phone" resolves to PII field "phone"
4	country	high	header "Country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__deribit.txt

4 columns4,320 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__dp_Fresh_ch_no_se__Sheet1.csv

5 columns77 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "email" resolves to PII field "email"
1	firstName	high	header "firstname" resolves to PII field "firstName"
2	lastName	high	header "lastname" resolves to PII field "lastName"
4	country	high	header "country" resolves to PII field "country"
5	phone	high	header "Phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__dp_superfresh_24_DE__Sheet1.csv

5 columns209 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "mail" resolves to PII field "email"
1	firstName	high	header "first" resolves to PII field "firstName"
2	lastName	high	header "last" resolves to PII field "lastName"
4	country	high	header "Country" resolves to PII field "country"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__eToro_User_China_Forex_User__Sheet1.csv

1 column49,966 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	email	high	unlabeled column — sampled values parse as email addresses

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__eng11__Sheet1.csv

3 columns53 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
3	country	high	header "COUNTRY" resolves to PII field "country"
5	email	high	header "EMAIL" resolves to PII field "email"
6	phone	high	header "Phone Number" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__eng22__1_______.csv

3 columns103 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
3	country	high	header "COUNTRY" resolves to PII field "country"
6	email	high	header "EMAIL" resolves to PII field "email"
7	phone	high	header "Phone Number" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__eng3__Sheet1.csv

3 columns133 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
3	country	high	header "COUNTRY" resolves to PII field "country"
5	email	high	header "EMAIL" resolves to PII field "email"
6	phone	high	header "Phone Number" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__eng9__Sheet1.csv

3 columns50 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
3	country	high	header "COUNTRY" resolves to PII field "country"
5	email	high	header "EMAIL" resolves to PII field "email"
6	phone	high	header "Phone Number" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__english2__Sheet1.csv

3 columns40 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
5	country	high	header "COUNTRY" resolves to PII field "country"
7	email	high	header "EMAIL" resolves to PII field "email"
8	phone	high	header "Phone Number" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__eplace_DP__Sheet1.csv

3 columns103 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "email" resolves to PII field "email"
4	country	high	header "country" resolves to PII field "country"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__exmo.txt

4 columns6,035 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__file__Sheet1.csv

4 columns153 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "E-Mail" resolves to PII field "email"
2	lastName	high	header "Last name" resolves to PII field "lastName"
4	country	high	header "Country" resolves to PII field "country"
5	phone	high	header "Phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__gatecoin.txt

4 columns890 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__gemini.txt

4 columns1,260 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__germany_list__Sheet1.csv

5 columns100 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	country	high	header "country" resolves to PII field "country"
1	email	high	header "email" resolves to PII field "email"
2	firstName	high	header "firstname" resolves to PII field "firstName"
3	lastName	high	header "lastname" resolves to PII field "lastName"
4	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__huobipro.txt

4 columns5,570 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__independentreserve.txt

4 columns1,161 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__kraken.txt

4 columns1,120 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__lakebtc.txt

4 columns880 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__michaelglenn_german_21.04__Sheet1.csv

1 column306 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
2	email	high	unlabeled column — sampled values parse as email addresses

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__no_way_1___Sheet1.csv

5 columns161 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
2	firstName	high	header "first_name" resolves to PII field "firstName"
3	lastName	high	header "last_name" resolves to PII field "lastName"
4	email	high	header "email" resolves to PII field "email"
6	country	high	header "country" resolves to PII field "country"
7	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__no_way__Sheet1.csv

5 columns161 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
2	firstName	high	header "first_name" resolves to PII field "firstName"
3	lastName	high	header "last_name" resolves to PII field "lastName"
4	email	high	header "email" resolves to PII field "email"
6	country	high	header "country" resolves to PII field "country"
7	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__pay.changecoins.io_50_gmail__Sheet1.csv

3 columns50 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	email	high	header "email" resolves to PII field "email"
3	phone	high	header "phone" resolves to PII field "phone"
4	country	high	header "country" resolves to PII field "country"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__poloniex.txt

4 columns2,776 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__profitix_brand_sample__Sheet1.csv

4 columns35 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
0	email	high	header "Email" resolves to PII field "email"
2	lastName	high	header "Last name" resolves to PII field "lastName"
4	country	high	header "Country" resolves to PII field "country"
5	phone	high	header "Phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__quoine.txt

4 columns5,249 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__sample_de__sample_de.csv

39 rows

File structure

Notes: Pre-LLM auto-detection: free-form text with visible emails / phones

leads__therocktrading.txt

4 columns1,729 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__virwox.txt

4 columns1,120 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__wexnz.txt

4 columns3,690 rows

File structure

Format: TSV·Delimiter: Tab·Has header: yes·Quote: "

Source column	Mapped field	Confidence	LLM assessment
2	lastName	high	header "lastname" resolves to PII field "lastName"
3	country	high	header "country" resolves to PII field "country"
4	email	high	header "email" resolves to PII field "email"
5	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

leads__witzerland_Austria_Germany_Depositors_Leads_Done__Sheet1.csv

4 columns25 rows

File structure

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

Source column	Mapped field	Confidence	LLM assessment
1	firstName	high	header "fname" resolves to PII field "firstName"
2	lastName	high	header "lname" resolves to PII field "lastName"
3	email	high	header "email" resolves to PII field "email"
4	phone	high	header "phone" resolves to PII field "phone"

Notes: Heuristic auto-detection: header-named PII columns confirmed by data conformance

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