data_describe¶
data-describe.
data-describe¶
data-describe is a Python toolkit for Exploratory Data Analysis (EDA). It aims to accelerate data exploration and analysis by providing automated and polished analysis widgets.
Main Features¶
clusters: Clustering analysis and visualization on a 2D plot
correlations: Association measures for both numeric and categorical features
data_heatmap: Data variation and missingness heatmap
data_summary: Selected summary (descriptive) statistics
distributions: Histograms, violin plots, bar charts
scatter_plots: Scatterplots
importance: Feature ranking
time_series: Time series analysis and visualizations
Examples
Basic Usage:
import data_describe as dd
dd.data_summary(df)