Utilora

CSV Data Explorer - Column Analysis & Regression

Upload a CSV to auto-detect column types, spot missing values, and fit a linear regression - all locally in your browser.

How to use

  1. 1

    Upload or paste CSV

    Drop a CSV file or paste data directly into the input area.

  2. 2

    Review column types

    The tool auto-classifies each column as Email, URL, Integer, Float, Boolean, Timestamp, Currency, or Text.

  3. 3

    Fit regression

    Select X and Y numeric columns to fit an OLS linear regression and see the R² score.

Why use this tool?

  • Auto-classifies column types without configuration
  • Detects and highlights missing values
  • Fits OLS linear regression with R² and predictions

Frequently asked questions

What file size can it handle?
Files up to a few MB parse instantly in the browser. Very large files may be slow because all processing is client-side.
Is my CSV data uploaded?
No. CSV parsing and regression run entirely in WebAssembly in a Web Worker - your data never leaves your device.

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