dspinellis/awesome-msr

Computer Science 2 years ago 340

A curated repository of software engineering repository mining data sets

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Dec 23rd, 2020

Tools

buckwheat stars23 - Multi-language tokenizer for extracting identifiers from source code.

astminer stars232 - Library and tool for mining of path-based representations of code and other data derived from ASTs.

RefactoringMiner stars255 - Library/API for detection of refactorings in changes of Java code.

Apr 27th, 2020

Data Sets

Eclipse AERI stacktraces - Collection of stacktraces of Exceptions encountered by users of the Eclipse IDE, as retrieved by the AERI reporting system.

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 (paper here).

Tools

Perceval stars261 - Fetch repository data from tens of back-ends.

Jul 2nd, 2019

Data Sets

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 available.

Tools

CryptOSS stars8 - Mine GitHub activity and market cap data for cryptocurrency projects.

Jul 1st, 2019

Data Sets

Linux Kernel 4.21 Call Graphs - The Linux Kernel 4.21 Call Graphs produced using CScout stars161.

Jun 30th, 2019

Data Sets

Grammar Zoo - Collection of grammars of DSLs and GPLs, some extracted from metamodels and document schemata.

Jun 12th, 2019

Data Sets

Unified Bug Dataset - Static source code based datasets which includes the Bugcatchers Bug Dataset, the Bug Prediction Dataset, the Eclipse Bug Dataset, the GitHub Bug Dataset, some datasets from the PROMISE repository.

May 27th, 2019

Data Sets

GitHub Bug Dataset - Bug Dataset of 15 Java open-source projects characterized by static source code metrics.

May 12th, 2019

Tools

Coming stars80 - A Java framework for analyzing code changes and mining instances of change patterns from Git repositories.

May 9th, 2019

Tools

Puppeteer stars38 - Detect configuration smells in Puppet code.

DbDeo stars13 - 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 stars138 - Compute source code metrics and detect a variety of implementation and design smells for Java.

Feb 27th, 2019

Research Outlets

Outlets exclusively devoted to empirical software engineering research

Outlets that publish empirical software engineering research

Repositories

Zenodo - Software data collections in CERN's open-access repository.

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.

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.

Defects4J stars457 - Collection of 395 reproducible bugs collected with the goal of advancing software testing research.

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 stars1 - Set of FindBugs reports for the Java projects of the Maven repository.

GHTorrent - Scalable, queriable, offline mirror of data offered through the GitHub REST API.

GitHub on Google BigQuery - GitHub data accessible through Google's BigQuery platform.

KaVE - Developer tool interaction data.

Maven metrics stars0 - Collection of software complexity & sizing metrics for the Maven Repository.

Maven Dependency Graph - Snapshot of the whole Maven Central taken on September 6, 2018, stored in a graph database.

mzdata stars7 - Multi-extract and multi-level dataset of Mozilla issue tracking history.

npm-miner stars0 - 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 stars4 - 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 engineered software projects from GHTorrent.

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.

Unix history stars5.8k - Git repository with 46 years of Unix history evolution.

Tools

Boa - Domain-specific language and infrastructure that eases mining software repositories.

ckjm - Chidamber and Kemerer Java Metrics.

Diggit stars18 - 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 stars25 - Java tools and infrastructure to resolve the whole Maven dependency graph, hosted in Maven Central, in the form of a Neo4j Graph.

PyDriller stars624 - Python Framework to analyse Git repositories.

qmcalc stars53 - Calculate quality metrics from C source code.

reaper stars99 - 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 engineered.

VulData7 stars32 - Java framework enabling the automated collection of commits fixing vulnerabilities that are reported in NVD (links NVD with Git).

Last Checked At: 2022-09-30T06:20:53.064Z

lucasviola/awesome-functional-programming

analysis-tools-dev/static-analysis

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dspinellis/awesome-msr

Tools

Apr 27th, 2020

Data Sets

Tools

Jul 2nd, 2019

Data Sets

Tools

Jul 1st, 2019

Data Sets

Jun 30th, 2019

Data Sets

Jun 12th, 2019

Data Sets

May 27th, 2019

Data Sets

May 12th, 2019

Tools

May 9th, 2019

Tools