The goal of mpathr is to provide with a few utility functions to read and perform some common operations in data from Experience Sampling Methodology (ESM) studies collected through the m-Path platform (https://m-path.io/landing/). The package provides functions to read data from m-Path, and to calculate response rate in data from Experience Sampling studies.
An overview of how to use this package (as well as a video and a detailed guide) can be found in the m-Path manual.
install.packages("mpathr")
library(mpathr)
This is a basic example which shows you how to read data gathered from m-Path into R using the mpathr package. For this, we use the example data included in the package:
# loads package library(mpathr) # find paths to example basic and meta data: basic_path <- mpath_example(file ='example_basic.csv') meta_path <- mpath_example(file = 'example_meta.csv') # read the data data <- read_mpath( file = basic_path, meta_data = meta_path ) print(data) #> # A tibble: 2,221 × 100 #> connectionId legacyCode code alias initials accountCode scheduledBeepId #> <int> <chr> <chr> <chr> <chr> <chr> <int> #> 1 234609 !9v48@jp7a7 !byyo kjyt abc Ver jp7a7 -1 #> 2 234609 !9v48@jp7a7 !byyo kjyt abc Ver jp7a7 28626776 #> 3 234609 !9v48@jp7a7 !byyo kjyt abc Ver jp7a7 28626777 #> 4 234609 !9v48@jp7a7 !byyo kjyt abc Ver jp7a7 28626781 #> 5 234609 !9v48@jp7a7 !byyo kjyt abc Ver jp7a7 28626782 #> # ℹ 2,216 more rows #> # ℹ 93 more variables: sentBeepId <int>, reminderForOriginalSentBeepId <int>, #> # questionListName <chr>, questionListLabel <chr>, fromProtocolName <chr>, #> # timeStampScheduled <int>, timeStampSent <int>, timeStampStart <int>, #> # timeStampStop <int>, originalTimeStampSent <int>, timeZoneOffset <int>, #> # deltaUTC <dbl>, consent_yesno_yesno <int>, #> # gender_multipleChoice_index <int>, gender_multipleChoice_string <chr>, …
If you encounter a clear bug or need help getting a function to run, please file an issue with a minimal reproducible example on Github.
Please note that the mpathr project is released with a Contributor Code of Conduct. By contributing to this project you agree to abide by its terms.
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