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refactored mock data generators
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#' Generate simple data frame for testing | ||
#' | ||
#' @param years `<int>` vector (`c(2020, 2021, 2023)`) or sequence of years | ||
#' (`2010:2020`) | ||
#' | ||
#' @returns A [tibble][tibble::tibble-package] containing the search results. | ||
#' | ||
#' @examples | ||
#' mock_provider(2010:2020) | ||
#' | ||
#' mock_provider(c(2020, 2021, 2023)) | ||
#' | ||
#' @autoglobal | ||
#' | ||
#' @family mock | ||
#' | ||
#' @export | ||
mock_provider <- \(years) { | ||
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lng <- length(years) | ||
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dplyr::tibble( | ||
year = rep.int(years, 2), | ||
group = rep(c("A", "B"), each = lng), | ||
payment = sample(10000:20000, lng * 2)) | ||
} | ||
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#' Generate mock coding/billing data frame | ||
#' | ||
#' @param rows `<int>` number of rows to generate; default is 10 | ||
#' | ||
#' @param nest `<lgl>` whether to nest the dates column; default is `TRUE` | ||
#' | ||
#' @returns A [tibble][tibble::tibble-package] | ||
#' | ||
#' @examples | ||
#' mock_forager(rows = 5) | ||
#' | ||
#' @autoglobal | ||
#' | ||
#' @family mock | ||
#' | ||
#' @export | ||
mock_forager <- function(rows = 10, nest = TRUE){ | ||
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payer_names <- c("Medicare", "Medicaid", "Cigna", "Humana", "UHC", "Anthem", "BCBS", "Centene") | ||
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x <- dplyr::tibble( | ||
claim_id = as.character(wakefield::id(n = rows)), | ||
date_of_service = wakefield::dob(n = rows, start = Sys.Date() - 730, random = TRUE, k = 12, by = "-1 months"), | ||
payer = fixtuRes::set_vector(rows, set = payer_names), | ||
ins_class = fixtuRes::set_vector(rows, set = c("Primary", "Secondary")), | ||
balance = as.double(wakefield::income(n = rows, digits = 2) / 300), | ||
date_of_release = date_of_service + round(abs(stats::rnorm(length(date_of_service), 11, 4))), | ||
date_of_submission = date_of_release + round(abs(stats::rnorm(length(date_of_release), 2, 2))), | ||
date_of_acceptance = date_of_submission + round(abs(stats::rnorm(length(date_of_submission), 3, 2))), | ||
date_of_adjudication = date_of_acceptance + round(abs(stats::rnorm(length(date_of_acceptance), 30, 3)))) | ||
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if (nest) | ||
return(tidyr::nest(x, dates = tidyr::contains("date"))) | ||
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x | ||
} |
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