List of code scpripts (Goolge Colab Jypter Notebook)
[code]:
- statics_summary_plots.ipynb: statistic summary of the landscape restoration-related tweets
- topics_BERT.py: Python script for topic modeling with BERTopic
- topics_over_time.py: Python script for topic modeling with time
- tweets_country_assignment.ipynb: assign country information to each Twitter user
- Ludwig_treeplanting_classifer.ipynb: text classifier for tree planting-related tweets
[data]: datasets for training and testing
[model]: Ludwig model configuration files
List of figures produced from this project
[figures]:
- Figure 1-8: Figures in the main text
- Figure A-M: Figures in the appendix