givealittle

Installation

pip install -r requirements.txt

Running

• scrape.ipynb to scrape new campaigns and add the results to givealittle_health.xlsx
• plots.ipynb for some interactive plots / BERTopic topic modelling plots
• test_LLM.ipynb to check the LLM is working correctly
• batch_LLM.py to run the LLM across the whole dataset to extract the features listed in the prompt, and output to LLM_results.xlsx
• LLM_results.ipynb to fit multivariate regressions based on the extracted features and the target completion (% of goal reached)

Notebook outputs

Notebooks are also rendered out as HTML to:

• https://uoa-eresearch.github.io/givealittle/scrape
• https://uoa-eresearch.github.io/givealittle/plots
• https://uoa-eresearch.github.io/givealittle/test_LLM
• https://uoa-eresearch.github.io/givealittle/LLM_results