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Text to CSV Converter

Convert various text formats to CSV with customizable parsing options

Key Facts

Category
Text Processing
Input Types
textarea, select, text, checkbox, number
Output Type
text
Sample Coverage
4
API Ready
Yes

Overview

The Text to CSV Converter is a versatile utility designed to transform structured text data, such as TSV, JSON, or custom-delimited strings, into a clean, standardized CSV format for spreadsheet software and database imports.

When to Use

  • •Converting raw log files or clipboard data into a structured table format.
  • •Standardizing inconsistent data sources by applying custom delimiters and quote modes.
  • •Preparing JSON arrays or tab-separated datasets for migration into Excel or Google Sheets.

How It Works

  • •Paste your raw text data into the input area.
  • •Select your source format or define a custom delimiter if necessary.
  • •Adjust output settings like quote modes and line endings to match your target system requirements.
  • •Generate and download your formatted CSV file instantly.

Use Cases

Migrating contact lists from legacy CRM exports into modern spreadsheet formats.
Cleaning up log files by converting space-separated values into comma-separated columns.
Transforming API response data (JSON) into a flat table for quick reporting.

Examples

1. Converting Tab-Separated Data to CSV

Data Analyst
Background
An analyst received a report from a legacy system in TSV format that needs to be imported into Excel.
Problem
Excel struggles to auto-detect tab-separated files correctly, leading to data misalignment.
How to Use
Paste the TSV data, select 'TSV' as the input format, and click convert.
Example Config
inputFormat: 'tsv', includeHeader: true, quoteMode: 'auto'
Outcome
A perfectly formatted CSV file where each tab is replaced by a comma, ready for immediate import.

2. Flattening JSON Arrays for Reporting

Web Developer
Background
A developer has a JSON array of user activity logs and needs to share a summary with the marketing team.
Problem
Marketing team members are not comfortable reading JSON and require a standard CSV file.
How to Use
Paste the JSON array, select 'JSON Array' as the input format, and export the result.
Example Config
inputFormat: 'json', lineEnding: 'crlf', quoteMode: 'minimal'
Outcome
A clean CSV table where JSON keys become column headers and values populate the rows.

Try with Samples

csv, text
Text with Date Samples
Text containing various date formats for testing date extraction and parsing
title token text
text
Text Case Format Samples
Examples of different text case formats: camelCase, snake_case, kebab-case, PascalCase, and more
title token text
text
CSV Samples
Sample CSV files with various data types, sizes, and complexity levels
title token csv
csv
Chinese-English Mixed Text Samples
Sample text files with mixed Chinese and English content for testing automatic spacing tools
title token text
text

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FAQ

Can I convert JSON data to CSV?

Yes, select 'JSON Array' as the input format, and the tool will automatically parse the objects into rows and columns.

What should I do if my data uses a unique separator?

Choose 'Custom Delimiter' from the input format menu and enter your specific character, such as a pipe (|) or semicolon (;).

How do I handle special characters in my data?

Use the 'Quote Mode' setting to wrap fields in quotes, which ensures that commas or newlines within your data do not break the CSV structure.

Does this tool support large datasets?

The tool is optimized for browser-based processing; for extremely large files, we recommend processing in smaller batches.

Can I change the line endings for different operating systems?

Yes, you can toggle between Windows (CRLF), Unix/Linux (LF), and Classic Mac (CR) line endings in the settings.

API Documentation

Request Endpoint

POST /en/api/tools/text-to-csv

Request Parameters

Parameter Name Type Required Description
textInput textarea Yes -
inputFormat select Yes -
delimiter text No -
includeHeader checkbox No -
quoteMode select Yes -
lineEnding select Yes -
previewRows number No -
showStats checkbox No -

Response Format

{
  "result": "Processed text content",
  "error": "Error message (optional)",
  "message": "Notification message (optional)",
  "metadata": {
    "key": "value"
  }
}
Text: Text

AI MCP Documentation

Add this tool to your MCP server configuration: 

{
  "mcpServers": {
    "elysiatools-text-to-csv": {
      "name": "text-to-csv",
      "description": "Convert various text formats to CSV with customizable parsing options",
      "baseUrl": "https://elysiatools.com/mcp/sse?toolId=text-to-csv",
      "command": "",
      "args": [],
      "env": {},
      "isActive": true,
      "type": "sse"
    }
  }
}

You can chain multiple tools, e.g.: `https://elysiatools.com/mcp/sse?toolId=png-to-webp,jpg-to-webp,gif-to-webp`, max 20 tools.

If you encounter any issues, please contact us at [email protected]