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    1. Ok-Astronaut4817 on

      I built this visualization using Python (Matplotlib) to track how BTC performs month-over-month.

      Key features:
      Cyan Box: Halving Events (the supply shock points).

      Gold Star: Months where a new All-Time High (ATH) was reached.

      Seasonality Chart: Shows that October remains the strongest month historically (avg +19.3%), while January and September tend to be „red“ months.

      Data Source: Yahoo Finance API (up to Feb 13, 2026).

      Tools: Python, Pandas, Matplotlib.

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