Skip to contents

Create matrix of elementary indicators

Source: R/composite.R
create_indicator_matrix.Rd

create_indicator_matrix creates the data matrix of elementary indicators (row = target unit; columns = indicator values).

Usage

create_indicator_matrix(out_list)

Arguments

out_list

list of outputs about each indicator computable for the target unit (e.g., company or contracting authority), as returned by ind_all().

Value

data matrix with aggregation ID of the target units as first column and indicator values as subsequent columns (according to out_list).

Details

Target unit ID in each output of out_list can be different and a full join is carried out for merging all the indicators and building the final data matrix.

Examples

if (FALSE) {
if (interactive()) {
  # sample of 100k contracts
  set.seed(12345)
  i <- sample(1:nrow(mock_data_core), size = 1e5)
  mock_sample0 <- mock_data_core[sort(i), ]

  # indicators for companies
  mock_sample <- tidyr::unnest(mock_sample0, aggiudicatari, keep_empty = TRUE)
  mock_sample_variants <- tidyr::unnest(mock_sample, varianti, keep_empty = TRUE)

  out_companies <- ind_all(
    data = mock_sample,
    data_ind8 = mock_sample_variants,
    emergency_name = "coronavirus",
    target_unit = "companies"
  )
  indicator_data_matrix <- create_indicator_matrix(out_companies)
}
}