Research

  • 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 III 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

    Previously, the use of NSWERS internal R packages has had the potential to be a little bit fragile:The recommendation for installation was to install via the remotes packages by having…

  • 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…

Research