Dataset of Flaky behaviors in the web visual

Dataset Overview Dataset file projects.zip Dataset file The data in this file can be used to further analyze flaky behaviour issues in web apps and support improvements in test stability. Our dataset file contains 8 sheets, each categorized as follows: projects-statistics This sheet records statistical information for different projects, such as project names, description, the number of stars, flaky commits, flaky style-related commits, etc. It provides an overview of all projects we selected. all-data This sheet contains the complete dataset of flaky behaviour cases, including issue link, commit info, flaky description, causes of flakiness, observed fix strategies and framework, status, priority, etc. It serves as the foundation for our analysis. Top5-code-distribution-web This sheet presents the top five code distribution related to web projects, calculate the code line percentage. It helps analyze the prevalence of style-related code. causes-statistics This sheet analyzes common causes of Resource Latency, CSS Attributes and Compatibility, Animations and transitions, Element rendering, and Layout configuration. It serves as a basis for root cause analysis. fixed-cases and type statistic The flaky behaviour cases that have been fixed and categorizes them by type. It provides insights into common fixes and their effectiveness. priority-statistic It shows that developers addressing priorities (P1 (high), P2 (medium), and P3 (low)) under different flaky causes. framework-causes It shows that different frameworks can have an impact on the nature and frequency of flaky behaviour, underscoring the need for tailored mitigation strategies. project-commits size impact It shows that the ratio of visual flaky commits to all flaky-related commits based on the commit numbers per project. Due to the nature of UI development, the impact of visual flakiness tends to be overlooked as the project evolves. Projects.zip It contains all the projects we selected from the open-source projects, including source files used to calculate style-related code in the project, calculation results and statistics.