Returns a cumulative faceted plot on pairwise feature relationships.
Source:R/explore_feature_map.R
explore_feature_map.RdThe plot consists of NxN mini-charts where N is number of features. Main diagonal shows feature distribution. Pairwise Pearson correlations are shown above main diagonal. Pairwise feature joint distributions are shown below main diagonal.
explore_feature_map(df)
Arguments
| df | A data.frame: The target dataframe to explore |
|---|
Value
plot
Details
Non-numeric features will be skipped. All passed features should not include any missing data, otherwise an error will be raised
Note
Raises: Invalid dataframe specified
Raises: Dataframe is empty
Raises: No numeric columns present in the dataframe
Raises: Features must not include missing data
Examples
explore_feature_map(iris)
