India-CO2-Emissions-Analysis

An in-depth analysis of India's carbon dioxide (CO2) emissions, comparing trends with the top 10 emitting countries, and exploring correlations with economic indicators.

Overview

The India CO2 Emissions Analysis project delves into a comprehensive exploration of India's carbon dioxide (CO2) emissions spanning the years 1996 to 2020. This analysis combines various datasets to provide insights into the trends, correlations, and patterns between CO2 emissions and economic factors, ultimately shedding light on the environmental impact of India's growth. Table of Contents

Introduction

The project focuses on examining the relationship between CO2 emissions and India's economic growth, offering a nuanced perspective on how these factors interplay over a 25-year period. By combining CO2 emissions, GDP data, and a range of statistical methods, this project aims to contribute valuable insights into the environmental implications of economic development.

Datasets

The project utilizes the following datasets:

1. CO2 Emissions Data: This dataset spans from 1996 to 2020, offering annual CO2 emissions data for India. The emissions data provides a comprehensive view of India's contribution to global carbon emissions over this period.

2. GDP Data: Economic growth analysis is enriched with Gross Domestic Product (GDP) data covering the same timeframe. By correlating GDP and CO2 emissions, the project uncovers insights into the economic-environment relationship.

3. Top Countries' CO2 Emission Data: Comparative analysis is enriched by including CO2 emissions data for the top emitting countries. This provides a global context for India's emissions and illustrates its standing on the world stage.

4. Population Data: Incorporating population data for India allows for calculations of per capita emissions, enhancing the understanding of individual contributions to the country's emissions profile.

Analysis and Visualizations

The project encompasses a series of analyses and visualizations:

1. Correlation Analysis: Investigating the correlation between CO2 emissions and GDP to understand the relationship between economic growth and environmental impact.

2. Regression Analysis: Employing regression techniques to model the relationship between CO2 emissions and economic growth, offering predictive insights.

3. Per Capita Emission Analysis: Exploring per capita CO2 emissions to understand the individual contribution to the emissions profile.

4. Emission Intensity: Analyzing the CO2 emission intensity concerning economic output, portraying efficiency in emissions.

5. International Comparison: Comparing India's CO2 emissions with those of the top 10 emitting countries to contextualize its global standing.

6. Annual Growth Rate: Calculating and visualizing the annual growth rate of CO2 emissions, revealing trends and fluctuations.