SOTorrent: Studying the Origin, Evolution, and Usage of Stack Overflow Code Snippets
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Abstract (arXiv)
Stack Overflow (SO) is the most popular question-and-answer website for software developers, providing a large amount of copyable code snippets. Like other software artifacts, code on SO evolves over time, for example when bugs are fixed or APIs are updated to the most recent version. To be able to analyze how code and the surrounding text on SO evolves, we built SOTorrent, an open dataset based on the official SO data dump. SOTorrent provides access to the version history of SO content at the level of whole posts and individual text and code blocks. It connects code snippets from SO posts to other platforms by aggregating URLs from surrounding text blocks and comments, and by collecting references from GitHub files to SO posts. Our vision is that researchers will use SOTorrent to investigate and understand the evolution and maintenance of code on SO and its relation to other platforms such as GitHub.
Key facts. Cited by 4 papers in the map (data through 14 Oct 2026). First posted on arXiv 8 Sep 2018.
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Citing papers per year: 2021: 1; 2022: 0; 2023: 1; 2024: 0; 2025: 1; 2026: 1.
4 papers.
- 2023Unveiling the potential of large language models in generating semantic and cross-language clonescited by 3
- 2021On the Feasibility of Predicting Questions being Forgotten in Stack Overflowcited by 0
- 2025Objectifying the Subjective: Cognitive Biases in Topic Interpretationscited by 0
- 2026Human-Aligned Enhancement of Programming Answers with LLMs Guided by User Feedbackcited by 0
- 2026Human-Aligned Enhancement of Programming Answers with LLMs Guided by User Feedback24 Jan 2026
- 2025Objectifying the Subjective: Cognitive Biases in Topic Interpretations25 Jul 2025
- 2023Unveiling the potential of large language models in generating semantic and cross-language clones12 Sep 2023
- 2021On the Feasibility of Predicting Questions being Forgotten in Stack Overflow29 Oct 2021