Free CSV Data Prep & Splitter Tool

Clean, transform, sample, and split CSV files entirely in your browser. Trim whitespace, reformat fields, build new columns, extract a random sample, or split into perfectly sized parts for any platform import. No uploads, no account, 100% private.

Clean + Transform + Sample + Split. Up to 500,000 rows.

8 field transformations, regex replace, random sampling, column exclusion, and 4 split modes. All client-side.

100% Private & GDPR Compliant

Your CSV file is processed entirely in your browser. No uploads, no storage, no data retention. We literally cannot access your files.

Client-side processing only Zero server data storage GDPR & HIPAA friendly Download as ZIP

Upload CSV File

Click to browse or drag and drop your file here

Parsing file...

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From the makers of this tool

Need to convert a survey document to Google Forms, Qualtrics, or 25+ platforms?

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How to Use the CSV Data Prep & Splitter Tool

From a single upload you can clean your data, reshape fields, extract a sample, and split into any number of output files. Everything runs in your browser. No file ever leaves your device.

Upload Your CSV File

Click the upload zone or drag and drop your CSV. The file is read entirely in your browser using PapaParse. Nothing is sent to a server at any point.

Clean & Transform (Optional)

Trim whitespace globally, randomise rows, apply per-column transforms (case formatting, prefix/suffix, find & replace, regex replace), concatenate fields into new columns, or add static value columns. Exclude any columns from output. A live 5-row preview shows changes as you type.

Choose an Export Mode

Export all records, sample a percentage or exact count, or split by row count, number of files, file size, or column value. A live preview shows the output before you commit.

Download as ZIP

Click Export. All output files are packaged into a single ZIP and downloaded to your device. Every file is UTF-8 encoded with a BOM, includes the header row, and uses CRLF line endings for maximum compatibility.

What Can You Do With This Tool?

From contact list prep to research data cleaning, these are the most common workflows this tool handles in one step.

Clean Data Before Platform Import

Trim accidental whitespace from ID and email fields, normalise case, and strip unwanted columns before importing into Qualtrics, Salesforce, HubSpot, or any CRM. One step replaces hours of manual Excel work.

Qualtrics SDS Preparation

Qualtrics Supplemental Data Sources have a 100,000-row cap and strict field requirements. Use the clean step to fix formatting, then split by row count to produce import-ready files within the limit.

Random Sampling for Research

Extract a random sample by percentage or exact count before a pilot study, A/B test, or quota check. The Fisher-Yates shuffle ensures a genuinely random cross-section, not just the first N rows.

Build New Fields from Existing Data

Concatenate FirstName and LastName into FullName, add a static BatchID or Wave column to every row, or use regex to reformat ID fields. New columns appear instantly in the column picker for review before export.

Segment by Region or Status

Split a contact list or survey export by Region, Status, or any column to produce one file per segment. Each file is named after the column value it contains.

Email and CRM Batch Imports

Many platforms cap list imports at 10,000 to 50,000 contacts. Clean the file first, then split by row count to produce ready-to-import batches that fit within your platform's upload limit.

Frequently Asked Questions

Common questions about cleaning, transforming, sampling, and splitting CSV files.

Yes. Every output file includes the original header row as its first line, so each part is immediately usable in any platform, database, or spreadsheet tool without manual editing. Column exclusions are applied consistently across all files.
Yes. All processing happens entirely in your browser using client-side JavaScript. Your CSV file is never uploaded to any server, stored, or retained by Pirai AI. It is safe to use with personally identifiable information, health records, and confidential contact lists. The tool is GDPR and HIPAA friendly by design.
The tool supports CSV files up to 500,000 rows. Large files are processed using optimised chunked algorithms to keep your browser responsive throughout the operation. All transformations and splits run client-side with no server involved.
Yes. Choose the By Column Value mode, select any column in your file, and the tool creates one output file per distinct value found in that column. For example, splitting a contact list by Region produces one file per region, each named after the column value.
Upload your CSV, select By Row Count, and set the row limit to 100,000 (the Qualtrics SDS maximum). Click Split and download the ZIP. Each output file will have at most 100,000 data rows plus the header, and is ready to import as a Supplemental Data Source.
Output files are standard CSV files named after the original file with a part number appended, for example myfile_part1.csv, myfile_part2.csv. All parts are packaged into a single ZIP file for easy download. When splitting by column value, each file is named after the column value it contains.
Yes. Step 1 is an optional clean and transform panel. You can trim whitespace from every column globally, apply per-column operations including UPPERCASE, lowercase, Title Case, add prefix or suffix, find and replace, and regex replace. You can also concatenate two or more columns into a new field, or add a static value column. All changes are previewed on the first 5 rows before you commit.
Select the Sample Rows mode and choose either a percentage (1-100%) or an exact row count. With the Randomise before sampling toggle on (default), rows are shuffled using a partial Fisher-Yates algorithm before the sample is taken, ensuring a genuinely random cross-section of your data rather than just the first N rows.
Yes. The Columns in output picker appears in the clean panel as soon as you have transforms configured. Every column is shown as a checkbox pill. Uncheck any column to exclude it from all output files. New columns created by concatenate or static value transforms are shown with a NEW badge and can also be excluded if needed.
They solve different problems. The CSV Compare tool takes two CSV files and shows you what changed between them: missing records, new records, field-level changes, and duplicates. It is designed for auditing and validation. This CSV Data Prep & Splitter tool takes one CSV file and lets you clean it, reshape its fields, sample rows, and split it into output files ready for import. A common workflow is to use this tool to clean and split a contact list, then use CSV Compare to verify the split files together match the original.
This tool prepares your data file. If you need to convert a survey document into a platform-ready format, Pirai AI converts Word, PDF, and Excel questionnaires directly into import-ready files for Google Forms, Qualtrics, REDCap, SurveyMonkey, and 25+ other platforms. It is a separate workflow from data file preparation.

From the makers of this free tool

Need to convert a survey document to Google Forms, Qualtrics, or 25+ platforms?

Upload any Word, PDF, or Excel questionnaire. Pirai AI structures it with AI and exports a platform-ready import file in minutes. No manual data entry, no copy-pasting questions one by one.

Qualtrics QSF • Google Forms • REDCap • SurveyMonkey • Microsoft Forms • LimeSurvey • Forsta • QuestionPro • and 20+ more

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