check_data_structure: Check the structure of the data

In fixr: Fixing Data Made Easy for Statistical Analysis

Check the structure of the data

Description

This function checks the structure of the given data frame and prints the number of rows, number of columns, column names, column data types, and number of missing values.

Usage

check_data_structure(df)

Arguments

df	The data frame to be checked.

Value

None

Examples

df <- data.frame(id = 1:10,
gender = c("male", "female", "male", "male", "male", "male", "male", "male", "female", "female"),
age = c(25, 32, 45, 19, 27, 56, 38, 42, 33, NA),
salary = c(50000, 60000, 75000, 45000, 55000, 90000, NA, 80000, 65000, 70000))

# Check the data structure of the example dataframe
check_data_structure(df)

fixr documentation built on April 4, 2025, 12:30 a.m.