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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.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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