Other packages > Find by keyword >

stepmetrics  

Calculate Step and Cadence Metrics from Wearable Data
View on CRAN: Click here


Download and install stepmetrics package within the R console
Install from CRAN:
install.packages("stepmetrics")

Install from Github:
library("remotes")
install_github("cran/stepmetrics")

Install by package version:
library("remotes")
install_version("stepmetrics", "1.0.3")



Attach the package and use:
library("stepmetrics")
Maintained by
Jairo H Migueles
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-09-30
Latest Update: 2025-09-30
Description:
Provides functions to calculate step- and cadence-based metrics from timestamped accelerometer and wearable device data. Supports CSV and AGD files from 'ActiGraph' devices, CSV files from 'Fitbit' devices, and step counts derived with R package 'GGIR' <https://github.com/wadpac/GGIR>, with automatic handling of epoch lengths from 1 to 60 seconds. Metrics include total steps, cadence peaks, minutes and steps in predefined cadence bands, and time and steps in moderate-to-vigorous physical activity (MVPA). Methods and thresholds are informed by the literature, e.g., Tudor-Locke and Rowe (2012) <doi:10.2165/11599170-000000000-00000>, Barreira et al. (2012) <doi:10.1249/MSS.0b013e318254f2a3>, and Tudor-Locke et al. (2018) <doi:10.1136/bjsports-2017-097628>. The package record is also available on Zenodo (2023) <doi:10.5281/zenodo.7858094>.
How to cite:
Jairo H Migueles (2025). stepmetrics: Calculate Step and Cadence Metrics from Wearable Data. R package version 1.0.3, https://cran.r-project.org/web/packages/stepmetrics. Accessed 07 Mar. 2026.
Previous versions and publish date:
1.0.1 (2025-09-16 08:40)
Other packages that cited stepmetrics R package
View stepmetrics citation profile
Other R packages that stepmetrics depends, imports, suggests or enhances
Complete documentation for stepmetrics
Functions, R codes and Examples using the stepmetrics R package
Full stepmetrics package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

lmSubsets  
Exact Variable-Subset Selection in Linear Regression
Exact and approximation algorithms for variable-subset selection in ordinary linear regression mode ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
ReviewR  
A Light-Weight, Portable Tool for Reviewing Individual Patient Records
A portable Shiny tool to explore patient-level electronic health record data and perform chart revi ...
Download / Learn more Package Citations See dependency  
portalr  
Create Useful Summaries of the Portal Data
Download and generate summaries for the rodent, plant, ant, and weather data from the Portal Projec ...
Download / Learn more Package Citations See dependency  
SAMtool  
Stock Assessment Methods Toolkit
Simulation tools for closed-loop simulation are provided for the 'MSEtool' operating model to inform ...
Download / Learn more Package Citations See dependency  
testDriveR  
Teaching Data for Statistics and Data Science
Provides data sets for teaching statistics and data science courses. It includes a sample of data f ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,376

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA