05.27.2025 - There are a number of apps and subscriptions that try to solve or simplify the now daunting task of tracking subscription services. In aggregate, low cost purchases add up.

I built a Jupyter notebook to play with the problem domain. The notebook reads from a CSV. Currently, logic presumes there are yearly subscriptions (noted to fix).

Subscriptions.ipynb (Jupyter Notebook)
subscriptions.csv (CSV sample)

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