The Explore DataFrame tool entails the following functionalities:
Glimpse: Inspect your dataframe with high-level information such as number of unique values, number of missing values, and datatype
Columns: Inspect the univariate summary for each column for a univariate drilldown. The summary adjusts to the datatype at hand. See frequency tables for categorical columns or histograms for numeric columns.
Predictors: For a given column, identify univariate predictors. For more information about the procedure, check out the Predictors reference section.
Predictor Patterns: A heatmap that shows how well a column listed on the x axis can predict a column on the y axis. Click on a cell for a further drilldown.
Correlation Matrix: A heatmap showing the correlation between columns. Click on a cell for a further drilldown.
Bivariate Plots: allows you to quickly plot one column against another one.
📩
Are you missing anything? Would you like to have more details here? Please let us know. We appreciate any (constructive) feedback!