Platform · EDA Explorer
Upload a CSV. Understand it
in one scroll.
EDA Explorer is a data-profiling world inside AIRaML. Drop in any CSV and get the whole picture — shape, distributions, correlations, mutual information, an interactive 3D PCA and a shareable report — with no code, from one FastAPI backend.
You upload
sales.csv
1,240 rows × 12 columns
8 numeric · 4 categorical · missing in 3 columns
EDA Explorer profiles
distribution · strongest correlation 0.82
An illustrative profile. Your real upload gets interactive histograms, heatmaps, a 3D PCA and a downloadable report.
One upload, a full profile
Everything you need to understand a dataset
Drop in a CSV and get the whole picture — structure, distributions, relationships and a shareable report. Every section is live and interactive.
Overview & columns
Shape, dtypes, memory, and a per-column breakdown — missing counts, unique counts and sample values — the moment you upload.
Shape · dtypes · missing
Distributions
Interactive histograms for numeric columns and bar charts for categoricals, with descriptive statistics and box plots that flag outliers.
Histograms · box plots
Correlations & MI
A full Pearson correlation heatmap plus a mutual-information heatmap, so you see both linear and non-linear relationships between features.
Pearson · mutual information
3D PCA & SPLOM
An interactive 3D PCA scatter you can rotate and colour by any column, and a scatter-plot matrix across your numeric features.
3D PCA · scatter matrix
Auto insights
Plain-language findings surfaced from the data — skew, high-missing columns, strong correlations and likely outliers — without writing any code.
Findings, no code
Downloadable report
Export the whole profile as a PDF or a self-contained HTML report to share or keep — the same charts and stats you see on screen.
PDF · HTML export
How it works
Upload → explore → export
Upload a CSV
Drag in any CSV, or load the sample dataset. No setup, no code — the profile starts building immediately.
Explore the sections
Scroll overview, distributions, correlations, PCA and insights. Every chart is interactive: hover for values, rotate the 3D PCA, recolour by any column.
Export a report
Download the whole profile as a PDF or a self-contained HTML report to share with your team or keep for later.
Honest scope
A full profile, with the caveats stated
It turns one upload into the analysis you'd otherwise hand-write — and it describes your data, it doesn't decide for you.
LiveWhat it does
- ✓Shape, dtypes, memory and per-column missing / unique counts
- ✓Interactive histograms, bar charts and box plots (outliers)
- ✓Pearson correlation + mutual-information heatmaps
- ✓Rotatable 3D PCA and a scatter-plot matrix
- ✓Plain-language auto-insights — no code
- ✓PDF / HTML report export
CaveatsWhat to keep in mind
- —Tabular CSV only — not images, audio or free text
- —Large / wide files are sampled for the heavier charts
- —It describes data; it doesn't clean, transform or model it
- —Uploads are processed for the profile, not kept as a dataset
- —Auto-insights are a starting point, not a substitute for judgement
Profile your first dataset.
Upload a CSV — or start on the sample — and get the whole picture in one scroll. Free.
Open the explorer