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Anne-Linde authored Jun 25, 2024
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[![codecov](https://codecov.io/gh/wadpac/mechanicalshakerexperiments/branch/main/graph/badge.svg?token=C2X6Z6AJLL)](https://codecov.io/gh/wadpac/mechanicalshakerexperiments)


The code in this repository corresponds to our research project to facilitate processing and analyzing data from a large pool of acceleration sensors that were attached to a mechanical shaker machine. The data itself is available here (doi: 10.5281/zenodo.8160791).
The code in this repository corresponds to our research project to facilitate processing and analyzing data from a large pool of acceleration sensors that were attached to a mechanical shaker machine. The data itself is publicly available [here] ([https://pages.github.com/](https://zenodo.org/records/8160791)).

### File reading

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### Analyses

Analyses will be described in a scientific paper and range from frequency spectrum analysis to temporal correlation analysis. The scripts used for the data analyses performed include ‘analyses’ in their name.
In our [recent publication](https://journals.humankinetics.com/view/journals/jmpb/7/1/article-jmpb.2024-0003.xml) we evaluate the comparability of raw acceleration data across sensor brands and configurations we performed frequency spectrum analysis and temporal correlation analysis. The scripts used for the data analyses performed of this article include ‘analyses’ in their name.


### References

1. van Hees VT, Fang Z, Langford J, Assah F, Mohammad A, da Silva ICM, et al. Autocalibration of accelerometer data for free-living physical activity assessment using local gravity and temperature: an evaluation on four continents. Journal of Applied Physiology. 2014;117(7):738-44. doi: 10.1152/japplphysiol.00421.2014.
1. van Hees VT, Fang Z, Langford J, Assah F, Mohammad A, da Silva ICM, et al. Autocalibration of accelerometer data for free-living physical activity assessment using local gravity and temperature: an evaluation on four continents. Journal of Applied Physiology. 2014;117(7):738-44. doi: 10.1152/japplphysiol.00421.2014.

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