awesome-msr
by dspinellis
A curated repository of software engineering repository mining data sets
AI summary
Software engineering datasets
A curated collection of data sets and tools for research in software engineering
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What's in the list
68 links in 7 sections, with live GitHub stats.activeno commit in 2y
Links
- contribution guide
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awesome
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Repositories
- SIR
Software-artifact infrastructure repository; Java, C, C++, and C# software together with test suites and fault data
- PROMISE
About 20 datasets related to software engineering research
- FLOSSmole
Collaborative collection and analysis of free/libre/open source project data
- Zenodo
Software data collections in CERN's open-access repository
Repositories / Zenodo
Data Sets
- AndroidTimeMachine
Graph-based dataset of commit history of 8,431 real-world Android apps
- AndroZoo
Collection of Android Applications
- Bug Prediction Dataset
Collection of models and metrics from Eclipse JDT Core, PDE UI, Equinox Framework, Lucene, Mylyn, and their histories
- Code Reviews
Code reviews of OpenStack, LibreOffice, AOSP, Qt, Eclipse
- CoREBench
Collection of 70 realistically Complex Regression Errors that were systematically extracted from the repositories and bug reports of four open-source software projects: Make, Grep, Findutils, and Coreutils
- Cryptocurrency GitHub Activity and Market Cap Dataset
Activity such as commits, stars, prices, and market cap of over 200 cryptocurrency projects on GitHub over time. Raw, historic data is also
Defects4J
Collection of 395 reproducible bugs collected with the goal of advancing software testing research
- Eclipse AERI stacktraces
Collection of stacktraces of Exceptions encountered by users of the Eclipse IDE, as retrieved by the AERI reporting system
- Enron Spreadsheets and Emails
All the spreadsheets and emails used in the paper 'Enron's Spreadsheets and Related Emails: A Dataset and Analysis'
Findbugs-maven
Set of FindBugs reports for the Java projects of the
- GHTorrent
Scalable, queriable, offline mirror of data offered through the GitHub REST API
- GitHub Bug Dataset
Bug Dataset of 15 Java open-source projects characterized by static source code metrics
- GitHub on Google BigQuery
GitHub data accessible through Google's BigQuery platform
- Grammar Zoo
Collection of grammars of DSLs and GPLs, some extracted from metamodels and document schemata
- KaVE
Developer tool interaction data
- Linux Kernel 4.21 Call Graphs
The Linux Kernel 4.21 Call Graphs produced using
Maven metrics
Collection of software complexity & sizing metrics for the
- Maven Dependency Graph
Snapshot of the whole Maven Central taken on September 6, 2018, stored in a graph database
mzdata
Multi-extract and multi-level dataset of Mozilla issue tracking history
npm-miner
The dataset contains the analysis results of 5 open source software quality tools eslint, escomplex, nsp, jsinspect and sonarjs for 2000 popular (in terms of stars and downloads) npm packages
OCL Expressions on GitHub
Data set of 9188 OCL expressions originating from 504 EMF meta-models in 245 systematically selected GitHub repositories
- RepoReapers Data Set
Data set containing a collection of from GHTorrent
- Software Heritage Graph Dataset
Graph of the development history and file metadata of >80 million software projects from various forges (GitHub, Gitlab, Debian, PyPI, Google Code, etc) in a deduplicated and unified representation ( )
- STAMINA
(STAte Machine INference Approaches) data are used to benchmark techniques for learning deterministic finite state machines (FSMs)
- Stack Exchange
Anonymized dump of all user-contributed content on the Stack Exchange network
- TravisTorrent
Provides free and easy-to-use Traivs CI build analyses
- Ultimate Debian Database (UDD)
Data about various aspects of Debian (e.g. packages, bugs, mainteners) in the same SQL database
- Unified Bug Dataset
Static source code based datasets which includes the Bugcatchers Bug Dataset, the , the , the , some datasets from the repository
Unix history
Git repository with 46 years of Unix history evolution
Tools
astminer
Library and tool for mining of path-based representations of code and other data derived from ASTs
- Boa
Domain-specific language and infrastructure that eases mining software repositories
buckwheat
Multi-language tokenizer for extracting identifiers from source code
- ckjm
Chidamber and Kemerer Java Metrics
Coming
A Java framework for analyzing code changes and mining instances of change patterns from Git repositories
CryptOSS
Mine GitHub activity and market cap data for cryptocurrency projects
DbDeo
Extract embedded SQL statements and detect database schema smells
- Designite
Compute source code metrics and detect a variety of implementation, design, and architecture smells for C#
DesigniteJava
Compute source code metrics and detect a variety of implementation and design smells for Java
Diggit
Agile Ruby Tool to analyze Git repositories
- GrimoireLab
Free/Libre/Open Source tools for Software Development Analytics
- MetricMiner
Lean Java DSL to mine and extract data (e.g. commits, developers, modifications, diffs) from Git and SVN repositories
Maven-miner
Java tools and infrastructure to resolve the whole Maven dependency graph, hosted in Maven Central, in the form of a Graph
Perceval
Fetch repository data from tens of back-ends
Puppeteer
Detect configuration smells in Puppet code
PyDriller
Python Framework to analyse Git repositories
qmcalc
Calculate quality metrics from C source code
reaper
Python tool to compute a score for a repository from GHTorrent. The score quantifies the extent to which the project contained within the repository is
RefactoringMiner
Library/API for detection of refactorings in changes of Java code
VulData7
Java framework enabling the automated collection of commits fixing vulnerabilities that are reported in NVD (links NVD with Git)
Research Outlets / Outlets exclusively devoted to empirical software engineering research
Research Outlets / Outlets that publish empirical software engineering research
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Featured in 4 awesome lists
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