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Generate Quality Control Report for HR Data

generate_qc_report.Rd

Produces a comprehensive HTML quality control report for harmonized HR data. The report includes diagnostics on data structure, primary key integrity, cross-module orphan checks, missingness patterns, and temporal volatility across Contract, Personnel, and Establishment modules.

Usage

generate_qc_report(
  contract_dt,
  personnel_dt,
  est_dt,
  output = "qc_report.html"
)

Arguments

contract_dt

A data.table containing the Contract module data with harmonized column names according to dictionary. Should include columns such as contract_id, personnel_id, est_id, ref_date, salary fields, and occupation information.

personnel_dt

A data.table containing the Personnel module data with harmonized column names. Should include personnel_id and demographic information.

est_dt

A data.table containing the Establishment module data with harmonized column names. Should include est_id and establishment characteristics.

output

Character string specifying the output file name. Defaults to "qc_report.html". The file will be created in the current working directory.

Value

A quality control report, in HTML.

The generated report includes:

  • Module dimensions and variable structure conformity

  • Primary key uniqueness checks

  • Cross-module orphan record identification

  • Comprehensive missingness analysis with visualizations

  • Temporal volatility metrics for salary, wagebill, and staff counts

See also

compute_qualitycontrol for the underlying diagnostic functions dictionary for the harmonization dictionary

Examples

if (FALSE) { # \dontrun{
# Generate quality control report for Brazilian HRMIS data
generate_qc_report(
  contract_dt = bra_hrmis_contract,
  personnel_dt = bra_hrmis_personnel,
  est_dt = bra_hrmis_est,
  output = "brazil_qc_report.html"
)
} # }