This repo contains scripts to query the Twitter API and construct edgelists for networks representing follow, likes, and @mentions interactions. These scripts are:
- code/download-mentions-script.ipynb
- code/download-likes.ipynb
- code/download-follows-script.ipynb
The data analysis and machine learning code is at code/data-analysis. These files are named:
- code/data-analysis/compute-network-metrics.ipynb/
- code/data-analysis/visualizations.ipynb
- code/data-analysis/classification.ipynb
Other code files for data cleaning, scratchwork exploring, and fusing follows with likes/mentions are:
- code/aggregate_weighted_edges.ipynb
- code/read_edgelists.ipynb
Figures from exploration and network visualization are at code/data-analysis/figures.
Finally, edgelists are in the directories: follows/, likes/, mentions/. The botometer dataset for labelled human and bot accounts is at botometer-labelled-dataset/ginali-2017/.