VedaProfile

VedaProfile

A guided EDA workspace. Drop a dataset in and it profiles every column, maps the relationships, tests what could be noise, tells the dataset's story, and shows the method behind every number, with the statistical dials yours to turn.

Open a dataset

CSV or Excel. The file is read by your own browser and never uploaded anywhere; there is no server behind this page.

Try the demo

A year of synthetic Indian domestic flights: delays, fares, load factors, with the kind of mess real data carries (missing values, outliers, a column of 'N/A' strings, duplicate rows).

Every method is on display. Outlier fences, binning rules, quantile conventions, the alpha behind every test verdict, the rules behind every finding in the story: each one is stated where it is used, explained in the Methods panel, and adjustable, so the numbers can always answer the question "computed how, exactly?"