inspect_types: Summary and comparison of column types

Description Usage Arguments Details Value Author(s) See Also Examples

View source: R/inspect_types.R

Description

For a single dataframe, summarise the column types. If two dataframes are supplied, compare column type composition of both dataframes.

Usage

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inspect_types(df1, df2 = NULL, compare_index = FALSE)

Arguments

df1

A dataframe.

df2

An optional second dataframe for comparison.

compare_index

Whether to check column positions as well as types when comparing dataframes. Defaults to FALSE.

Details

For a single dataframe, the tibble returned contains the columns:

For a pair of dataframes, the tibble returned contains the columns:

For a grouped dataframe, the tibble returned is as for a single dataframe, but where the first k columns are the grouping columns. There will be as many rows in the result as there are unique combinations of the grouping variables.

Value

A tibble summarising the count and percentage of different column types for one or a pair of data frames.

Author(s)

Alastair Rushworth

See Also

show_plot

Examples

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# Load dplyr for starwars data & pipe
library(dplyr)

# Single dataframe summary
inspect_types(starwars)

# Paired dataframe comparison
inspect_types(starwars, starwars[1:20, ])

inspectdf documentation built on April 2, 2021, 5:07 p.m.