Prosperity YouTube Corpus

Comparative NLP analysis of prosperity theology videos vs. non-prosperity evangelical controls.

Deploy on Streamlit Community Cloud

1. Push this repo to GitHub (create a new repo and push).
2. Go to share.streamlit.io and sign in with GitHub.
3. Click New app.
4. Configure:
   • Repository: chaiboo/propserity (or your repo name)
   • Branch: main
   • Main file path: dashboard.py
5. Click Deploy. The app will install dependencies and run the dashboard.

The corpus data (data/processed/corpus.csv) is included in the repo, so the dashboard works without running the corpus builder.

Run locally

# Create virtual environment
python -m venv .venv
source .venv/bin/activate   # Windows: .venv\Scripts\activate

# Install dependencies
pip install -r requirements.txt

# Run dashboard (corpus must exist)
streamlit run dashboard.py

To build or rebuild the corpus (requires YouTube API key):

export YT_API_KEY='your-key'
python build_corpus.py --fresh

Project structure

• dashboard.py — Streamlit app
• build_corpus.py — Scrapes transcripts and builds corpus
• analysis/ — NLP features, lexicons, topics
• data/processed/corpus.csv — Combined YouTube corpus