Code and Dataset for Generating Figures: Social friction vs. Cognitive efficiency: A comparative analysis of help-seeking behaviors in human communities and generative AI
Abstract
This deposit contains Python code for generating Figures from the manuscript "Social friction vs. Cognitive efficiency: A comparative analysis of help-seeking behaviors in human communities and generative AI". It includes:- Code for data loading, filtering, cleaning, and word cloud generation (using datasets like LMSYS-Chat-1M and Stack Exchange).- Minimal fallback dataset (text samples in TXT files) for reproducibility if Hugging Face datasets are inaccessible.- README with installation, dependencies (requirements.txt), and execution instructions (e.g., handle HF token).This supports PLOS ONE's code sharing guidelines for reproducibility.
Fields of Study & Subjects
Expert finding and Q&A systems
Software Engineering Research
Topic Modeling
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 24 February 2026
- Language
- EN
- Document type
- Dataset