Function reference

Datacure Functions

Functions to help you with data validation, data cleaning and plotting.

load_or_validate_source.load_or_validate_source	Load a CSV from a path/URL or validate and clean a provided DataFrame.
validate_categorical_schema.validate_categorical_schema	Validate that a categorical column conforms to a predefined allowed-value schema.
validate_datetime_schema.validate_datetime_schema	Validate that specified columns follow a given datetime format.
validate_numeric_column.validate_numeric_column	Validate a numeric column against logical and domain-specific constraints.
plots.plot_numeric_distributions	Plot distribution histograms for all numeric columns.