Research

  • Currently Known Data Issues

    Critical Report on WF outcomes using 2015 data and forward only in progress Remove UI wage records with $0 quarterly wages in progress Quirks

  • Data Quality Remediation Process

    1. Issue IdentificationWhen a potential data quality issue is identified during analysis, ETL development, reporting, or partner review, document the issue. 2. Create Task in Data Quality BoardCreate a task…

  • Fulfilling a Level 3 Data Request 

    Purpose  This document will define the process and workflow of fulfilling a level 3 data request, as well as considerations that NSWERS will need to make prior to the fulfillment.  …

  • Internal NSWERS R Packages

    Background Context Previously, the use of NSWERS internal R packages has been somewhat fragile. Formal releases with semantic versioning are the ideal long‑term solution. In the R ecosystem, the standard…

  • R Object Naming Conventions

    R objects should be named according to convention. Here are some conventions I think should be utilized: First order database tables. First order lazy tables. e.g. those created with tbl(dev_con(),”wh_student”),…

  • R Software Versioning

    It’s essential we all operate on compatible software. Thus, we will move to one main R version, and 1 repository snapshot date. Both will be considered for update every 6…

  • Suppression with suppress

    library(dplyr) library(tibble) library(ggplot2) library(knitr) Welcome This vignette documents the suppress() function for hierarchical cell suppression and release-friendly display values. The function is designed for tables where the same information appears…

Research