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  • Richmond, Virginia

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Achievement: Pull Shark

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Achievement: Pull Shark

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  1. crypto_sentiment_analysis crypto_sentiment_analysis Public

    Doge sentiment analysis and stock correlation. Reddit comment extraction, ML evaluation using Naive Bayes, Random Forest.

    Jupyter Notebook

  2. reddit_sentiment reddit_sentiment Public

    Notebook Data Extraction Process using Reddit API, Pushshift, PMAW, PRAW, and CoinGecko API. Sentiment Classification using VADER.

    Jupyter Notebook

  3. nyc_ppp_loan nyc_ppp_loan Public

    Analyze PPP loan data for NYC businesses during COVID-19. Explore industry breakdowns and job retention efforts. Visualize with interactive dashboard.

    Jupyter Notebook

  4. mapdata_fips_aggregation mapdata_fips_aggregation Public

    Geospatial pipeline: address → coordinates → FIPS codes for US mapping via Google/Census APIs + Selenium

    Jupyter Notebook

  5. mapdata_state_aggregation mapdata_state_aggregation Public

    aggregates state-level geographic/financial data by FIPS codes for interactive chloropleth map visualizations.

    Jupyter Notebook

  6. mapdata_finalization_notebooks mapdata_finalization_notebooks Public

    PPP loan data processing pipeline: cleans, encodes, and geo-maps loan data into state-level databases for analysis and visualization.

    Jupyter Notebook