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Minor Project - Global Air Pollution

This notebook contains the solution for the tasks outlined in the Minor Project on Global Air Pollution.

Notebook Information

  • Notebook Name: <23367>_<SHALINI>_.ipynb
  • Generated by: Colaboratory
  • Original File Location: Colab Link

Tasks

1. Handling Missing Values

  • Show if there are any columns with missing values along with their count.

2. Distribution Plot

  • Plot the distplot of 'AQI Value' vs 'AQI Category' (kind - 'kde').

3. Stacked Bar Graph

  • Plot a stacked bar graph of 'Ozone AQI Value' vs 'AQI Category'.

4. Handling Missing Country Information

  • Show the list of cities without a stated country.
  • Fill the missing country columns with 'Unknown'.

5. Country Representation

  • Plot the most represented countries in this dataset using a horizontal bar graph.

Usage

  1. Open the notebook using the provided Colab link.
  2. Execute the cells to view the analysis and visualizations.

Contributing

If you'd like to contribute to this project, please follow these steps:

  1. Fork the repository.
  2. Create a new branch (git checkout -b feature/your-feature).
  3. Make your changes and commit them (git commit -am 'Add some feature').
  4. Push the changes to your branch (git push origin feature/your-feature).
  5. Create a pull request.

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ML MINOR PROJECT

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