Free ML dataset analysis — no signup needed

Clean data. Better models.

Upload your CSV and get instant analysis: statistical profiles, quality scores, distributions, class balance, and actionable recommendations — in seconds.

Profile My Dataset Check Coverage ML Scorecard
6
Free tools
500K
Max rows
Raw
Uploads not retained by default

Analyse your dataset in seconds

No code. No signup. Upload your CSV and get results instantly.

Dataset Profiler

Live

Get a full statistical profile of every column — distributions, histograms, box plots, correlations, and skewness analysis in one view.

  • Mean, median, std, IQR per column
  • Histograms and box plots
  • Pearson correlation heatmap
Profile my dataset

Feature-Space Coverage

Live

Detect gaps in the combined feature space — regions where your model will be forced to extrapolate in production. Goes beyond column-by-column checks.

  • 2D coverage map with gap overlay
  • Feature-level gap profiles
  • Confidence-scored findings
Check coverage

ML Readiness Scorecard

Live

Is your dataset ready for ML training? Get a comprehensive scorecard covering quality, balance, completeness, volume, and uniqueness.

  • Class balance analysis
  • Stage-aware scoring
  • Shareable report link
Score my dataset
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How it works

1

Upload your CSV

Drag & drop or browse. Up to 50MB, 500K rows. Raw uploads are processed for analysis and not retained by default.

2

Instant analysis

We run quality checks, statistical analysis, and ML readiness scoring in seconds.

3

Get actionable insights

Download flagged rows, share reports, and follow recommendations to clean your data.

Stay updated

Get notified when we launch new tools — drift detection, bias auditing, and more.