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pollution-levels

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This is a COVID-19 Air Pollution tracking program that looks at the correlation between COVID-19 Lockdowns and the overall pollution impact in certain European cities. The program utilses graphs and other visual stats to allow visual representations of significant or minimal difference in pollution levels with as a result to the on going pandemic.

  • Updated Dec 7, 2022
  • Python

This capstone project investigates exceedances of the National Environmental Standards for Air Quality (NESAQ) in Auckland. Using long-term monitoring data from Auckland Council, we analyse when and where air pollutants exceed thresholds and build a hybrid forecasting model (Random Forest, Gradient Boosting, LSTM) deployed via a Streamlit dashboard

  • Updated Dec 8, 2025
  • Python

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