Dataset for "Clustering analysis across different speeds reveals two distinct running techniques with no differences in running economy"

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PIS_final_04032020.pdf

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ConsentForm_REACH_final.pdf

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http://eprints.org/relation/isVersionOf https://researchdata.bath.ac.uk/id/document/19748 http://eprints.org/relation/isVolatileVersionOf https://researchdata.bath.ac.uk/id/document/19748 http://eprints.org/relation/islightboxThumbnailVersionOf https://researchdata.bath.ac.uk/id/document/19748 19755 2 80913 document 19755 preview.jpg image/png 879e614cacbca41ebe633361518f5b79 MD5 21177 2026-01-13 12:19:50 https://researchdata.bath.ac.uk/1636/11/preview.jpg 1636 11 11 image/png other Thumbnails conversion from other to thumbnail_preview en staffonly

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http://eprints.org/relation/isVersionOf https://researchdata.bath.ac.uk/id/document/19748 http://eprints.org/relation/isVolatileVersionOf https://researchdata.bath.ac.uk/id/document/19748 http://eprints.org/relation/issmallThumbnailVersionOf https://researchdata.bath.ac.uk/id/document/19748 19758 2 80916 document 19758 lightbox.jpg image/png 8482937a992f45ca108cb6cfbfd9a13b MD5 68548 2026-01-13 12:19:52 https://researchdata.bath.ac.uk/1636/14/lightbox.jpg 1636 14 14 image/png other Thumbnails conversion from other to thumbnail_lightbox en staffonly

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http://eprints.org/relation/isVersionOf https://researchdata.bath.ac.uk/id/document/19747 http://eprints.org/relation/isVolatileVersionOf https://researchdata.bath.ac.uk/id/document/19747 http://eprints.org/relation/islightboxThumbnailVersionOf https://researchdata.bath.ac.uk/id/document/19747 19759 2 80917 document 19759 preview.jpg image/png effafb75b1b938dcaf3bf4be9a7d4165 MD5 32362 2026-01-13 12:19:53 https://researchdata.bath.ac.uk/1636/15/preview.jpg 1636 15 15 image/png other Thumbnails conversion from other to thumbnail_preview en staffonly

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http://eprints.org/relation/isVersionOf https://researchdata.bath.ac.uk/id/document/19747 http://eprints.org/relation/isVolatileVersionOf https://researchdata.bath.ac.uk/id/document/19747 http://eprints.org/relation/ispreviewThumbnailVersionOf https://researchdata.bath.ac.uk/id/document/19747 19760 2 80918 document 19760 medium.jpg image/png 5b15e1d1aad72ffee81897e6818eabd1 MD5 10594 2026-01-13 12:19:53 https://researchdata.bath.ac.uk/1636/16/medium.jpg 1636 16 16 image/png other Thumbnails conversion from other to thumbnail_medium en staffonly

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http://eprints.org/relation/isVersionOf https://researchdata.bath.ac.uk/id/document/19747 http://eprints.org/relation/isVolatileVersionOf https://researchdata.bath.ac.uk/id/document/19747 http://eprints.org/relation/ismediumThumbnailVersionOf https://researchdata.bath.ac.uk/id/document/19747 19761 2 80919 document 19761 small.jpg image/png 5ba8aecc8da276ba58a78d4034f982b9 MD5 3049 2026-01-13 12:19:54 https://researchdata.bath.ac.uk/1636/17/small.jpg 1636 17 17 image/png other Thumbnails conversion from other to thumbnail_small en staffonly

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http://eprints.org/relation/isVersionOf https://researchdata.bath.ac.uk/id/document/19747 http://eprints.org/relation/isVolatileVersionOf https://researchdata.bath.ac.uk/id/document/19747 http://eprints.org/relation/issmallThumbnailVersionOf https://researchdata.bath.ac.uk/id/document/19747 19762 1 80920 document 19762 indexcodes.txt text/plain 1224a45b8e1b6b535cf1896b9695e2cd MD5 407 2026-01-13 12:21:28 https://researchdata.bath.ac.uk/1636/18/indexcodes.txt 1636 18 18 text/plain other Generate index codes conversion from other to indexcodes en staffonly

indexcodes.txt

http://eprints.org/relation/isVersionOf https://researchdata.bath.ac.uk/id/document/19747 http://eprints.org/relation/isVolatileVersionOf https://researchdata.bath.ac.uk/id/document/19747 http://eprints.org/relation/isIndexCodesVersionOf https://researchdata.bath.ac.uk/id/document/19747 19763 1 80921 document 19763 indexcodes.txt text/plain d5c1cbb3507fecb7e7454957fc6f3a63 MD5 2549 2026-01-13 12:21:28 https://researchdata.bath.ac.uk/1636/19/indexcodes.txt 1636 19 19 text/plain other Generate index codes conversion from other to indexcodes en staffonly

indexcodes.txt

http://eprints.org/relation/isVersionOf https://researchdata.bath.ac.uk/id/document/19748 http://eprints.org/relation/isVolatileVersionOf https://researchdata.bath.ac.uk/id/document/19748 http://eprints.org/relation/isIndexCodesVersionOf https://researchdata.bath.ac.uk/id/document/19748 19764 1 80922 document 19764 indexcodes.txt text/plain f9c425e4eb7111249b1ac48ef7d70ce2 MD5 1104 2026-01-13 12:21:29 https://researchdata.bath.ac.uk/1636/20/indexcodes.txt 1636 20 20 text/plain other Generate index codes conversion from other to indexcodes en staffonly

indexcodes.txt

http://eprints.org/relation/isVersionOf https://researchdata.bath.ac.uk/id/document/19749 http://eprints.org/relation/isVolatileVersionOf https://researchdata.bath.ac.uk/id/document/19749 http://eprints.org/relation/isIndexCodesVersionOf https://researchdata.bath.ac.uk/id/document/19749 19802 3 81051 document 19802 clustering_runners-main.zip application/zip 90390321c8780c094d4bac4b64a167b3 MD5 4131140 2026-01-16 12:15:54 https://researchdata.bath.ac.uk/1636/21/clustering_runners-main.zip 1636 21 21 application/zip other Copy of repository at commit 3404a3f. Please find the most up to date code in the Github link. en public cc_gnu_lgpl

clustering_runners-main.zip

code archive 10696 disk0/00/00/16/36 2026-01-19 09:55:26 2026-01-24 05:56:10 2026-01-19 09:55:26 data_collection show Rodriguez Rivadulla Adrian arr43@bath.ac.uk 0000-0003-4046-4750 University of Bath FALSE Chen Xi xc841@bath.ac.uk 0000-0002-3577-3308 University of Bath FALSE Cazzola Dario D.Cazzola@bath.ac.uk 0000-0001-7877-6755 University of Bath FALSE Trewartha Grant G.Trewartha@tees.ac.uk 0000-0002-9021-8956 University of Bath FALSE Preatoni Ezio E.Preatoni@bath.ac.uk 0000-0001-5383-7072 University of Bath; University of Edinburgh TRUE Dataset for "Clustering analysis across different speeds reveals two distinct running techniques with no differences in running economy" GS0020 dept_health biomechanics, running, kinematics, exercise physiology, treadmill running, motion capture The dataset contains a single directory which includes the following files, supporting the associated publication "Clustering analysis across different speeds reveals two distinct running techniques with no differences in running economy": - MasterDataSheet.xlsx contains demographics, anthropometrics and physiological information from each of the participants. Participants have a unique identifier, preserving their anonymity. - MasterDataSheet_column_naming.txt describes the column names and units in MasterDataSheet.xlsx - AllCurves_ptavgs.npy contains a python dictionary storing the average spatiotemporal (stride time and duty factor) and continuous kinematics variables (centre of mass vertical displacement normalised to leg length, trunk to pelvis, hip, knee and ankle joint angles in the sagittal plane and the pelvis segment angle in the sagittal plane) for the three stages of the incremental running test considered in the study: STG_02 (11 km/h), STG_03 (12 km/h) and STG_04 (13 km/h). The dictionary is organised as follows: data STG_* (running stage code) P*** (participant code) variables (RCOM_2, RTRUNK2PELVIS_0, RHIP_0...) These variables are the average of all the strides in the stage. - Clust_multispeed_avgepelvictilt.csv contains the average pelvic tilt angle during quiet standing for each participant alongside the cluster label assigned in the multispeed condition. Scripts to replicate the results of the study can be found in the associated "clustering_runners" GitHub repository and they show how to access the data within these files. 2024-07-11 University of Bath public https://github.com/adrianrivadulla/clustering_runners GitHub repository containing the associated scripts This dataset includes physiological and biomechanical data during an incremental running test on a treadmill to exhaustion to replicate the results of the associated publication. RightsHolder University of Bath University of Bath https://doi.org/10.13039/501100000835 NURVV This dataset includes motion capture, indirect calorimetry and lactate concentration data. Full details on the systems and procedures used can be found in the associated publication. The .npy files may be read with the NumPy Python library. https://doi.org/10.1080/14763141.2024.2372608 en 1 10.15125/BATH-01636 https://doi.org/10.1080/14763141.2024.2372608 pub https://doi.org/10.15125/BATH-01550 data open