createBiDatasets_WDS: Create Weekly Data Snapshot Data for Power Bi
In MARC-KC/Covid19MARCData:

createBiDatasets_WDS

R Documentation

Create Weekly Data Snapshot Data for Power Bi

Description

Given the base datasets, this function will do all the transformations and summarizations that are used to feed the data being displayed on the Weekly Data Snapshot

Usage

createBiDatasets_WDS(
  baseDataList = getBaseCovidData(),
  cutoffDay = c("Sunday", "Monday", "Tuesday", "Wednesday", "Thursday", "Friday",
    "Saturday"),
  lagDaysCDT = 10,
  lagDaysHosp = 2
)

Arguments

`baseDataList`	A named list of data.frames containing the base data. See details for more information. Defaults to the return from `getBaseCovidData()`
`cutoffDay`	A character day of the week. One of "Sunday", "Monday", "Tuesday", "Wednesday", "Thursday", "Friday", "Saturday"
`lagDaysCDT`	Number of days to lag the Case, Death, Test data. Defaults to the value used by the Hub (10).
`lagDaysHosp`	Number of days to lag the Hospital data. Defaults to the value used by the Hub (2).

Details

baseDataList should contain a named list of the base data.frames. These are available through the MARC data API through the helpful functions downloadMARCCovidData() and downloadAllCovidAPIData(), but also must include the base summary datasets calculated from these. In total, this should include the 3 base data.frames and the 3 summary data.frames with the following names:

cdtData: Case, Death, and Test Data
cdtNRData: Newly Reported Case, Death, and Test Data
hospData: Hospital Data: modified by getBaseCovidData
cdtHospData: A joined version of cdtData and hospData
cdtHosp7DayRollingData: The 7 day rolling average of summary of cdtHospData
cdtHosp14DayRollingData: The 14 day rolling average of summary of cdtHospData