SpeedyEDA – One-Line Data Exploration for Developers and Data Scientists(pypi.org)1 points·by dawitworku·قبل 6 أشهر·1 commentspypi.orgSpeedyEDA – One-Line Data Exploration for Developers and Data Scientistshttps://pypi.org/project/speedyeda/1 commentsPost comment[–]dawitworku·قبل 6 أشهرreplyStop writing boilerplate! SpeedyEDA gives you instant insights, visualizations, and summaries from any dataset in one command.Features include:Automatic statistics: mean, median, std, correlationsMissing value analysis with actionable suggestionsAuto visualizations: histograms, boxplots, heatmapsColorful, emoji-rich terminal output with Fun ModePresets for ecommerce, surveys, and financePlugin system to extend with custom analysesInteractive mode and batch processing for multiple datasetsWorks from the CLI or Python API:pip install speedyeda fasteda data.csv --fun --plotsPerfect for data scientists, analysts, and Python developers who want fast, beautiful exploratory data analysis without setup.
Features include:
Automatic statistics: mean, median, std, correlations
Missing value analysis with actionable suggestions
Auto visualizations: histograms, boxplots, heatmaps
Colorful, emoji-rich terminal output with Fun Mode
Presets for ecommerce, surveys, and finance
Plugin system to extend with custom analyses
Interactive mode and batch processing for multiple datasets
Works from the CLI or Python API:
pip install speedyeda fasteda data.csv --fun --plots
Perfect for data scientists, analysts, and Python developers who want fast, beautiful exploratory data analysis without setup.