Data sources

We are thankful to all the data sources through which we have accessed the datasets, here are the sources:

  1. Major Electricity Source of each country
  2. Electricity Prices over the world
  3. CO2 Emissions
  4. Amazon Satellite Images Data
  5. Air Quality Data of India

EcoSight : An Ecotech Geek-A-Thon project, One step towards sustainability

Introducing the EcoSight Analytics by our team for the w3wiki EcoTech Hackathon. Our project combines a carbon footprint calculator, emission reduction tips, satellite image classification, and air quality index analysis empowering users to make informed decisions for a sustainable future. With interactive visualizations and a technology stack including Python, Django, and HTML, CSS, JavaScript for our project, it promotes greener lifestyles and fosters global environmental awareness. You can test it here.

Table of Content

  • Problem Statement
  • Overall Steps
  • Carbon Footprint Calculator
  • Satellite Image Classification:

  • Air Quality Index of India
  • Key Findings
  • How to use our model?

Similar Reads

Problem Statement

The environmental issues our planet grapples with are manifold, ranging from the relentless menace of climate change to the alarming decline in biodiversity, the pervasive pollution problem, and the ever-depleting natural resources. These challenges underscored the urgency for our tech-savvy generation to step up and make a difference. In this context, Data Science emerged as a potent ally, offering analytical tools and machine learning techniques that could revolutionize our approach to these pressing issues....

Our Team

Data Scientist/Backend: Shibam Roy – A passionate and skilled Data Analyst with a profound love for coding. His extensive knowledge of various programming languages and frameworks enables him to undertake complex data analysis projects. From childhood, Shibam has been dedicated to coding, resulting in an impressive portfolio of remarkable projects. He has knowledge in C++ , Python, Data Science, and DSA. His analytical mindset, creativity, and effective communication make him a valuable asset to any data-driven team. Front-end developer/UI designer: Ankush Roy – an integral member of the our team, known for his exceptional front-end development skills, mathematical acumen, and mastery of C++. His artistic eye elevates user experiences, while his passion for mathematics enriches data insights. With a strong grasp of C++. His adaptability and innovation align seamlessly with our mission to fuse data science and web development for transformative solutions. Data Scientist: Swadhin Maharana – a dynamic and accomplished individual who stands at the forefront of the exciting intersection of Data Science and Python programming. With an insatiable curiosity and a passion for unraveling complex patterns in data, Swadhin has established himself as a distinguished expert in his field....

Overall Steps

Our overall procedure included a few steps, and this could be explained very easily via a flowchart:...

Carbon Footprint Calculator

Pre-requisites...

Satellite Image Classification:

...

Air Quality Index of India

...

Demo Screenshots

...

Key Findings

...

How to use our model?

...

Query Section

Pre-requisites...

Conclusion

...

Data sources

...

Acknowledgments

...