fill_ilo_data: Fill missing data for the number of hours worked and employed...

In EnergyEconomyDecoupling/MWTools: Functions For Calculation of Muscle Work Within the PSUT Framework

Fill missing data for the number of hours worked and employed persons

Description

Fill missing values from the ILO for the number of employed persons and yearly working hours by adding years absent from the raw data, removing groups of data for which there are no values at all, then interpolating and extrapolating groups of data for which there is at least one value.

Usage

fill_ilo_data(
  .df,
  country_col = MWTools::conc_cols$country_col,
  hmw_region_code_col = MWTools::conc_cols$hmw_region_code_col,
  sex_ilo_col = MWTools::ilo_cols$sex_ilo_col,
  sector_col = MWTools::mw_constants$sector_col,
  year = MWTools::mw_cols$year,
  yearly_working_hours_ilo_col = MWTools::ilo_cols$yearly_working_hours_ilo_col,
  employed_persons_ilo_col = MWTools::ilo_cols$employed_persons_ilo_col,
  hours_count = MWTools::ilo_cols$hours_count,
  employed_count = MWTools::ilo_cols$employed_count,
  col_1960 = MWTools::hmw_analysis_constants$col_1960,
  col_2020 = MWTools::hmw_analysis_constants$col_2020
)

Arguments

.df	The ILO labor data with added region codes. Usually produced by calling the add_hmw_region_codes function in sequence on the raw FAO data.
country_col, hmw_region_code_col	See MWTools::conc_cols.
sex_ilo_col, yearly_working_hours_ilo_col, employed_persons_ilo_col, employed_count, hours_count	See MWTools::ilo_cols.
sector_col	See MWTools::mw_constants.
year	See MWTools::mw_cols.
col_1960, col_2020	See MWTools::hmw_analysis_constants.

Examples

ilo_working_hours_data <- read.csv(file = MWTools::ilo_working_hours_test_data_path())
ilo_employment_data <- read.csv(file = MWTools::ilo_employment_test_data_path())
hmw_data <- prepareRawILOData(ilo_working_hours_data = ilo_working_hours_data,
                              ilo_employment_data = ilo_employment_data)
working_humans_data <- hmw_data |>
  add_hmw_region_codes() |>
  fill_ilo_data()

EnergyEconomyDecoupling/MWTools documentation built on April 14, 2025, 9:27 a.m.