Real-Time Air Quality Analysis of India

An exploratory data analysis project using real-time air quality data from various locations in India, sourced from data.gov.in. The project involves cleaning, analyzing, and visualizing the data to understand pollution trends across locations.

Objectives

1. Compare average pollution levels across Indian states and cities.
2. Analyze correlations among pollutant metrics.
3. Identify and visualize the most polluted monitoring stations.
4. Regional Pollution Patterns and Dominant Pollutants Across India.
5. Visualize spatial distribution using geographic coordinates.

Tools & Libraries

• Python
• NumPy
• Pandas
• Matplotlib
• Seaborn
• Jupyter Notebook (in Visual Studio Code)

Project Structure

real-time-air-quality-analysis/
├── data/
│   └── air_quality_data.csv
├── notebooks/
│   └── air_quality_analysis.ipynb
├── requirements.txt
└── README.md

Data Source

• Real-Time Air Quality Index - data.gov.in