cleanCols: Function to clean sensata data

In SensataUX/sensataDataProg: Cleaning Data from Sensata Platform

Function to clean sensata data

Description

This function eliminates the unnecesary metadata columns and renames the columns from mongo to the identifier, according to the dictionary.

Usage

cleanCols(
  df,
  dictionary,
  colsToKeep = c("id", "surveyName", "surveyId", "totalTimeMin",
    "geolocation.coordinates", "lat", "long", "geo.accuracy", "fingerprint",
    "browserReport.ip", "sensataId", "createdAt"),
  removeParams = FALSE,
  removeScreens = TRUE,
  responseType = "newResponses"
)

Arguments

df	data downloaded from Mongo and loaded to R.
dictionary	dictionary created with dictGenerator.R
colsToKeep	vector of names of metadata columns to keep. Defaults to: id, surveyName, surveyId, totalTimeMin, geolocation.coordinates, fingerprint, browserReport.ip and, createdAt. All questions are always included.
removeParams	logical, if TRUE params from mongo are removed.
removeScreens	logical, if TRUE screens are removed
responseType	which object version should the function use, one of "newResponses" or "structuredResponses"

Value

Dataframe with renamed fewer metadata and renamed selected answers as the question identifier.

Author(s)

Gabriel N. Camargo-Toledo [e-mail]

Examples

bogData <- bogData %>% cleanCols(dictionary = bogDic)

SensataUX/sensataDataProg documentation built on April 18, 2023, 3:48 p.m.