This repository contains the solution for Project Competition at SAMPARK’24 held at Nirma University, Ahmedabad. Where participants were tasked with analyzing a given dataset and presenting their findings within a strict time limit of 2 hours. Our solution achieved 3rd place in the competition.
SAMPARK is an annual event conducted by the IEEE Gujarat Section where all the student branches across Gujarat get a platform to connect, develop, explore, and grow.
- Theme: Modern Solutions For a Greener Future
- Duration: 2 hours
- Rank Achieved: 3rd place
The dataset provided for the competition is included in the dataset/ directory.
The analysis was performed using Python language. Participants had to write code for data cleaning, exploratory data analysis (EDA), feature engineering, statistical analysis, and visualization within the 2-hour time frame.
The analysis includes various techniques such as:
- Data Cleaning
- Exploratory Data Analysis (EDA)
- Feature Engineering
- Statistical Analysis
- Visualization
The visualizations generated from the analysis are available in the visualization/ directory. These include charts, and graphs that helped in understanding the data and presenting key insights.
A detailed explanation of the code and analysis approach is provided in the solution/ directory. It covers the methodologies used, challenges faced, and insights gained during the analysis process.
To replicate the analysis:
- Clone this repository.
- Install the required libraries for the execution of the code..
I would like to thank Nirma University and IEEE Gujarat Section for organizing the competition that enhanced the learning with the networking opportunities.
For any inquiries, please contact on: dodiyaharsh@gmail.com.