Parse a Dataframe for Analysis — parse

Processes a dataframe to generate summaries for numeric, factor, character, binary, date, and other data types. Supports year-based summaries and group-specific outcomes. Will handle cases where certain column types are not present in the dataset.

Usage

parse_function(
  parse_df,
  suffix_term = "",
  ind_outcomes = c(""),
  group_col = NULL,
  add_years = FALSE
)

Arguments

parse_df: Dataframe. Input dataframe to parse and analyze.
suffix_term: Character. Suffix to append to parsed column names (default: "").
ind_outcomes: Character vector. Individual outcomes for parsing and group-specific summaries (default: "").
group_col: Character. Column name representing the grouping variable (default: NULL).
add_years: Logical. Include year-based summaries in the output (default: FALSE).

Value

A list of dataframes summarizing the input dataset. Only includes summaries for column types that are present in the input data:

date_df: Summaries for date columns (if present).
binary_df: Summaries for binary columns (if present).
char_df: Summaries for character columns (if present).
factor_df: Summaries for factor columns (if present).
summary_numeric: Summaries for numeric columns (if present).
group_df: Summaries by group for specified outcomes (if applicable).