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chore: added more hba1c NPU codes to the fake dataset #102

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merged 3 commits into from
May 18, 2024
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chore: added more hba1c NPU codes to the fake dataset #102

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ea44c4c
chore: added more hba1c NPU codes to the fake dataset
lwjohnst86 May 16, 2024
dd83fa6
fix: small fix to the comments and proportion of npu units inserted
lwjohnst86 May 16, 2024
29eafe2
fix: apply suggestions from code review
lwjohnst86 May 18, 2024
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21 changes: 15 additions & 6 deletions data-raw/simulate-data.R
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Original file line number Diff line number Diff line change
Expand Up @@ -185,12 +185,20 @@ insert_false_drug_names <- function(data, proportion = 0.05) {
)
}

insert_analysiscode <- function(x) {
# TODO: Is this necessary?
# ANALYSISCODE: npu code of analysis type (chr)
# 50% is either NPU27300 or NPU03835
# other 50% is NPU10000 to NPU99999
x
insert_analysiscode <- function(data, proportion = 0.3) {
# NPU27300: New units for HbA1c
# NPU03835: Old units for HbA1c
data |>
dplyr::mutate(
dplyr::across(
dplyr::matches("^analysiscode$"),
\(column) dplyr::if_else(
runif(dplyr::n()) < proportion,
sample(c("NPU27300", "NPU03835"), 1),
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column
)
)
)
}

# TODO: Need a function to reuse recnum and dw_ek_kontakt in LPR data
Expand Down Expand Up @@ -238,6 +246,7 @@ register_data <- simulation_definitions_list |>
map(add_fake_drug_name) |>
map(insert_false_drug_names) |>
map(insert_false_metformin) |>
map(insert_analysiscode) |>
# add the register abbreviations as a name to the list
set_names(
map_chr(
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