check_format_df: Function to check a data frame.

In bronnimannj/jbutilities: Useful functions ammassed through the years

Function to check a data frame.

Description

What is checked:

• The format of the table: data.table, data.frame or tibble?

• The names of the columns needed: only letters, integers or "_"

• The format of the columns: contains only factors and numeric columns

• Missing data per column

• Other strange values: "NaN", "NA", or +/- Inf

Usage

check_format_df(data, digits = 6)

Arguments

data	Dataframe containing the dataset to check
digits	integer, number of digits we will round the numerical variables. Default is 6

Details

And a summary is created on all variables

Value

string "Check completed".

Examples

check_format_df(iris)

bronnimannj/jbutilities documentation built on July 2, 2023, 4:09 p.m.