Brodor / Applets / Data Sanitizer

Data Sanitizer for safer sample files.

Paste CSV, TSV from Google Sheets, or JSON, or upload an Excel .xlsx file. Replace sensitive names, emails, phone numbers, addresses, IDs, and secrets with realistic fake values while repeated records stay linked.

Source data

422 chars - 4 lines

Sanitized output

378 chars ready to export

customer_id,name,email,phone,billing_address,total,status,created_at
C-3014,Avery Hayes,harper.mason22@sample.invalid,(941) 618-9852,6315 Copper Dr,248.50,paid,2026-05-02
C-9567,Parker Bennett,vale.gray30@example.test,(658) 169-4385,4464 Juniper Rd,89.99,pending,2026-05-04
C-3014,Avery Hayes,harper.mason22@sample.invalid,(941) 618-9852,6315 Copper Dr,42.00,refunded,2026-05-10

FormatCSV

Records3

Replaced15

Fields5

Detected fields

Stable fake values keep repeated customers, emails, and IDs linked.

Field	Type	Values	Example replacement
billing_address	Address	3	`1200 Central Ave NE Albuquerque NM -> 6315 Copper Dr`
customer_id	Identifier	3	`C-1001 -> C-3014`
email	Email	3	`john.alvarez@acme.example -> harper.mason22@sample.invalid`
name	Name	3	`John Alvarez -> Avery Hayes`
phone	Phone	3	`(505) 555-1298 -> (941) 618-9852`