Dataset of the Paper "Architecture Decisions in AI-based Systems Development: An Empirical Study"

This dataset collected from Stack Overflow (SO) and GitHub was used to conduct an empirical study on architecture decisions in AI-based systems development. We provide below a brief description of each file:

1. Dataset (SO).xlsx

contains the IDs and URLs of the labelled posts which are related to architecture decisions in AI-based systems development from SO, and the data extracted from these related SO posts.

2. Dataset (GitHub).xlsx

contains the project names, issue IDs, and issue URLs of AI-based projects selected from GitHub, and the data extracted from the relevant issues.

3. Extracted Data (SO+GitHub).xlsx

provides the final results of data extracted from SO posts and GitHub issues.