CSV to Text Converter
Transform rows of data into natural-language text using your own template. Merge field values into sentences, bullets, or custom formats — ideal for generating personalized messages, reports, or content at scale.
CSV to Formatted Text Converter
Convert CSV data to formatted text using customizable templates
Drag and drop a CSV file here, or click to browse
or paste CSV data below
Use {{row}} for full row, {{index}} for row number, or {{column_name}} for specific columns
Use {{header}} for column name and {{value}} for cell value
Text between each row (use \n for newlines)
What This Converter Does
This tool transforms CSV data into formatted plain text using templates you define. Each CSV row generates a text block based on your template. Use placeholders like {{name}} or {{email}} to insert column values. Perfect for generating personalized emails, certificates, reports, or any repetitive text document.
Template Syntax
Column placeholders: Use {{column_name}} to insert values from specific columns.
Row placeholder: Use {{row}} to insert the entire row as text.
Index placeholder: Use {{index}} to insert the row number (0-based).
Row separator: Define what goes between each row's output (newline, dashes, etc.).
Field templates: Use {{header}}: {{value}} format for key-value pair output.
Example Templates
Input CSV:
name,email,course Alice,[email protected],Python Basics Bob,[email protected],Web Development
Template for welcome emails:
Hi {{name}},
Welcome to {{course}}!
Your account email: {{email}}
Get started at: https://example.com/start
Thanks,
The TeamOutput:
Hi Alice, Welcome to Python Basics! Your account email: [email protected] Get started at: https://example.com/start Thanks, The Team --- Hi Bob, Welcome to Web Development! Your account email: [email protected] Get started at: https://example.com/start Thanks, The Team
When to Use This
Email campaigns: Generate personalized email drafts from a CSV of recipients and their details.
Certificates: Create certificate text for each participant with their name, course, and completion date.
Reports: Generate standardized report sections for each item in a data list.
Product descriptions: Create formatted product descriptions from a catalog CSV.
Invitation letters: Generate personalized invitations with recipient names, event details, and RSVP info.
Code generation: Create repetitive code snippets, config entries, or SQL statements from data.
Template Tips
Use blank lines: Add blank lines in your template for paragraph breaks in output.
Static text: Any text that's not a placeholder appears verbatim in output.
Special characters: Literal curly braces need escaping if your template system supports it.
Row separators: Use "---" or blank lines to separate output from different rows.
Common Use Cases
Mail merge alternative: Generate personalized letters without Word or email client dependencies.
Bulk document creation: Create multiple similar documents (contracts, proposals, invoices) from a data list.
Data export for humans: Convert CSV rows to readable text summaries for stakeholder review.
API payload generation: Create request bodies or configuration snippets from data tables.
Limitations
No conditional logic: Templates can't include if/else conditions. All rows use the same template structure.
No calculations: Can't perform math or string operations within templates.
Missing values: If a column is empty for a row, the placeholder becomes empty text. No default value support.
Frequently Asked Questions
Can I use column names with spaces?
Yes. Use the exact column header in your placeholder: {{First Name}} for a column named "First Name".
How do I handle special characters in placeholders?
If you need literal curly braces in output, check if the tool supports escaping. Otherwise, you may need to post-process the output.
Can I generate different templates for different rows?
Not with this tool. All rows use the same template. For conditional templates, use a scripting language like Python or JavaScript.
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