flasheda 0.1.3

Constant-time EDA for any dataset size — one line, fixed time.

⚡ FlashEDA

Constant-time Exploratory Data Analysis — one line, fixed time, any dataset size.

Install

pip install flasheda

Usage

import flasheda

report = flasheda.analyze(df)   # works on 1K or 50M rows in the same time
report.show()                   # rich console output
report.save_html("report.html") # browser report

How it works

FlashEDA uses reservoir sampling to always analyse exactly 5,000 rows, regardless of dataset size. All analyzers run in parallel via ThreadPoolExecutor.