calculate_stats_numeric: Calculate statistics of numerical attributes

In konradsemsch/aider: Perform everyday analytical and data science tasks more efficiently

Description

This function calculates statistics for numerical attributes. All numerical variables are selected by the function automatically. If you want to apply it so specific columns only you need to specify that prior or after the function is applied. If you want to caculate the share in a group by manner you can use the nest-mutate-map combination. See examples for an illustration.

Usage

calculate_stats_numeric(df)

Arguments

df	A data frame

Examples

recipes::credit_data %>%
  calculate_stats_numeric()

recipes::credit_data %>%
  first_to_lower() %>%
  nest(-marital) %>%
  mutate(stats = purrr::map(data, ~calculate_stats_numeric(.x))) %>%
  select(marital, stats) %>%
  unnest()

konradsemsch/aider documentation built on May 22, 2019, 2:40 p.m.