jpinfect (version 2023.2026.02)

jpinfect_pivot: Convert data from wide format to long format for easier analysis

Description

This function pivots a dataset between long and wide formats based on the column count. If the dataset has 5 or fewer columns, it is pivoted to a wide format, keeping `prefecture`, `year`, `week` and `date` as fixed identifiers. If the dataset has more than 5 columns, it is pivoted to a long format.

Usage

jpinfect_pivot(dataset)

Value

A data frame that is pivoted either to a long or wide format, depending on the number of columns. If `prefecture`, `year`, `week` or `date` are missing from the dataset, the function stops with an error.

Arguments

dataset

A data frame containing the columns `prefecture`, `year`, `week`, `date` and additional columns for diseases and their associated case counts.

Details

- If the dataset has 5 or fewer columns, the function uses `pivot_wider()` to convert the dataset to a wide format. - If the dataset has more than 5 columns, the function uses `pivot_longer()` to convert the dataset to a long format. - The function ensures that the columns `prefecture`, `year`, `week` and `date` are always present.

Examples

# \donttest{
# Pivot the dataset
result <- jpinfect_pivot(place_prefecture)
print(result)
# }