Awesome Exploratory Data Analysis (EDA)
Name | Lang | Notes |
---|---|---|
xda | R | |
ExPanDR | R | https://joachim-gassen.github.io/2019/12/explore-your-data-with-expand/ |
awesome_eda | Python | |
naniar | R | |
DataExplorer | R | |
pointblank | R | "Validation of local and remote data tables" |
visdat | R | |
validate | R | "Professional data validation for the R environment" |
modelsummary | R | has a datasummary function |
dataMaind | R | can generate notebooks in R |
vtree | R | For when you have a nested subset of varaibles |
summarytools | R | |
sparkedatools | R/Spark | |
dash-pivotable | Python | Dash based web pivottable |
Name | Notes |
---|---|
The Landscape of R Packages for Automated Exploratory Data Analysis |