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  1. h1b-win-rate-calculator h1b-win-rate-calculator Public

    Streamlit app estimating H-1B lottery win rates under the Dec 2025 DHS/USCIS weighted-selection rule. Monte-Carlo simulation of the two-round draw with wage-level weighting and degree-split outputs.

    Python

  2. lm2011-replication lm2011-replication Public

    From-scratch replication of Loughran and McDonald (2011) — SEC 10-K sentiment analysis with the LM Master Dictionary, Fama-MacBeth regressions on filing-period excess returns.

    Python 1

  3. lm2011-extension lm2011-extension Public

    Extend the analysis of Loughran and McDonald (2011) — SEC 10-K sentiment analysis

    Python

  4. JW2013-replication JW2013-replication Public

    Replicate Jegadeesh and Wu (2013) -- a return-based weighting scheme for sentiment analysis

    Python