Findings from GitHub. Methods, Datasets and Limitations - MSR 2016 at ICSE
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Transcript of Findings from GitHub. Methods, Datasets and Limitations - MSR 2016 at ICSE
![Page 1: Findings from GitHub. Methods, Datasets and Limitations - MSR 2016 at ICSE](https://reader031.fdocuments.us/reader031/viewer/2022021919/5870ebae1a28abcf288b6d81/html5/thumbnails/1.jpg)
Findings from GitHub. Methods, Datasets and Limitations
Valerio Cosentino, Javier L. Cánovas Izquierdo, Jordi Cabot
Flickr/BenNuttall
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Motivation
![Page 3: Findings from GitHub. Methods, Datasets and Limitations - MSR 2016 at ICSE](https://reader031.fdocuments.us/reader031/viewer/2022021919/5870ebae1a28abcf288b6d81/html5/thumbnails/3.jpg)
Motivation
![Page 4: Findings from GitHub. Methods, Datasets and Limitations - MSR 2016 at ICSE](https://reader031.fdocuments.us/reader031/viewer/2022021919/5870ebae1a28abcf288b6d81/html5/thumbnails/4.jpg)
Motivation
Empirical Methods Employed
Dataset Used
Limitations Reported
Methodology
![Page 5: Findings from GitHub. Methods, Datasets and Limitations - MSR 2016 at ICSE](https://reader031.fdocuments.us/reader031/viewer/2022021919/5870ebae1a28abcf288b6d81/html5/thumbnails/5.jpg)
Motivation
Empirical Methods Employed
Dataset Used
Limitations Reported
Methodology
Discussion
![Page 6: Findings from GitHub. Methods, Datasets and Limitations - MSR 2016 at ICSE](https://reader031.fdocuments.us/reader031/viewer/2022021919/5870ebae1a28abcf288b6d81/html5/thumbnails/6.jpg)
Methodology
![Page 7: Findings from GitHub. Methods, Datasets and Limitations - MSR 2016 at ICSE](https://reader031.fdocuments.us/reader031/viewer/2022021919/5870ebae1a28abcf288b6d81/html5/thumbnails/7.jpg)
Methodology
Title || Abstract || Keywords || IndexTerms INCLUDES
“GitHub” OR “Git hub” OR “github”
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Results
Flickr/mararle
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Empirical Methods Employed
![Page 10: Findings from GitHub. Methods, Datasets and Limitations - MSR 2016 at ICSE](https://reader031.fdocuments.us/reader031/viewer/2022021919/5870ebae1a28abcf288b6d81/html5/thumbnails/10.jpg)
Datasets Used
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Datasets Used
![Page 12: Findings from GitHub. Methods, Datasets and Limitations - MSR 2016 at ICSE](https://reader031.fdocuments.us/reader031/viewer/2022021919/5870ebae1a28abcf288b6d81/html5/thumbnails/12.jpg)
Datasets Used
![Page 13: Findings from GitHub. Methods, Datasets and Limitations - MSR 2016 at ICSE](https://reader031.fdocuments.us/reader031/viewer/2022021919/5870ebae1a28abcf288b6d81/html5/thumbnails/13.jpg)
Limitations Reported
![Page 14: Findings from GitHub. Methods, Datasets and Limitations - MSR 2016 at ICSE](https://reader031.fdocuments.us/reader031/viewer/2022021919/5870ebae1a28abcf288b6d81/html5/thumbnails/14.jpg)
Limitations Reported
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Discussion
Flickr/KristinaAlexanderson
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Discussion
Data Collection
Dataset Size
Replicability
Sampling
Longitudinal Studies
Variety of methodologies
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Discussion
Data Collection
Dataset Size
Replicability
Sampling
Longitudinal Studies
Variety of methodologies
Freshness vs. Curation
Small-medium size
> 2/3 not providing dataset access
Most use non-probaility sampling
Scarcely used
Replication? Comparisons?
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Flickr/JimRaffertyExcept where otherwise noted, content on this site is licensed under a Creative Commons Attribution 4.0 International license.
Thanks!
http://tinyurl.com/GitHub-SystRev-Papers
Some works might have been ignored
Subjetivity issues
![Page 19: Findings from GitHub. Methods, Datasets and Limitations - MSR 2016 at ICSE](https://reader031.fdocuments.us/reader031/viewer/2022021919/5870ebae1a28abcf288b6d81/html5/thumbnails/19.jpg)
Except where otherwise noted, content on this site is licensed under a Creative Commons Attribution 4.0 International license.
Discussion
Data Collection
Dataset Size
Replicability
Sampling
Longitudinal Studies
Variety of methodologies
Thanks!
http://tinyurl.com/GitHub-SystRev-Papers