Clean a recurring invoice CSV before analytics

Created by

Automation Lab

Actor

CSV & Excel Data Quality Cleaner

Coerce invoice totals and dates, enforce status rules, remove duplicate invoices, and export a validation report.

Try for free

CSV & Excel Data Quality Cleanerautomation-lab/csv-excel-data-quality-cleaner

Source row

Valid

Duplicate

Issues

+1 field

Input

Inline CSV:Invoice ID,Customer,Total,Issued At,Status INV-1001,Acme North,1499.95,2026-07-01,paid INV-1001,Acme North,1499.95,2026-07-01,paid INV-1002,Example Retail,-25,2026-07-04,pending INV-1003,Sample Studio,850,bad-date,unknown

Column conversion and validation rules

Input column(required):invoice_id+3

Data type:string+3

Required:true+3

Duplicate key columns:invoice_id

Duplicate action:remove

Maximum rows:1000

Output fields

Source row

Valid

Duplicate

Issues

Validation findings

How it works

Sign up on Apify or log in

The CSV & Excel Data Quality Cleaner Actor is ready to run with the inputs already set for "Clean a recurring invoice CSV before analytics". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Clean a recurring invoice CSV before analytics" task

The CSV & Excel Data Quality Cleaner Actor will start running based on the input automatically. You can also change all the input fields, like inline csv, column conversion and validation rules, and more, to match your specific use case.

Receive the "Clean a recurring invoice CSV before analytics" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as source row, valid, duplicate, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Clean a recurring invoice CSV before analytics" task via API.