CSV Column Statistics

Analyze CSV columns \u2014 count, min, max, mean, median, and standard deviation.

How It Works

  1. Drop your CSV files above
  2. Choose the output format (text, CSV, or JSON)
  3. Save the statistics report

Supported Formats

CSV

Frequently Asked Questions

What statistics are computed?

For numeric columns: count, min, max, mean, median, and standard deviation. For text columns: count and empty-cell count.

How are numeric columns detected?

A column is treated as numeric if more than half its non-empty values are valid numbers.

Are my files uploaded to a server?

No. All computation happens locally in your browser. Your data never leaves your device.

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Why FileWelder?

Private by Design

Your files never leave your device. All processing happens locally in your browser - no analytics, no tracking scripts, no data collection.

Instant Processing

No waiting for uploads or downloads. Files are processed directly on your machine at native speed.

One Tool, Many Formats

Images, PDFs, CSV, JSON, text, and GPX - 65 tools for resizing, converting, merging, plotting, and more.

No Installation

Works in any modern browser. No software to download, no plugins, no sign-up. Install as a PWA for offline use.

How It Works

1

Drop Files

Drag and drop files or click to browse. FileWelder automatically detects file types.

2

Pick a Tool

Choose from tools matched to your files. Configure options to get exactly what you need.

3

Save Results

Save processed files individually or as a ZIP. No sign-up, no email required.

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Who Uses FileWelder?

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How FileWelder Compares

Unlike online converters, FileWelder never uploads your files. No account needed, no watermarks on output, no per-file limits, no tracking scripts. Everything runs in your browser - your data stays yours.

Transparency

FileWelder processes files using your browser's memory. Very large files (500 MB+) may be slow or fail on devices with limited RAM.

Frequently Asked Questions

Is FileWelder really free?

Yes. All 65 tools are free for up to 3 files per batch with no limits.

Are my files uploaded to a server?

No. All processing happens locally in your browser.

What file formats are supported?

Images, PDFs, CSV, JSON, plain text, and GPX files.

Can I use FileWelder offline?

Yes. Install as a PWA for offline use.

Is there a file size limit?

No artificial limit. Bound by browser memory.

How is this different from other online tools?

FileWelder processes everything locally.

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