Labour Layoffs

Data regarding global layoffs between 2020 and 2023 was used analyze the layoff trends in various industries to uncover patterns, and provide valuable insights that could help in comprehending the factors driving layoffs and their implications.

Global Covid-19 Analysis

This project involved analyzing the global impact of COVID-19 by utilizing two key datasets: COVID-19 deaths and vaccinations. I conducted exploratory data analysis (EDA) to derive meaningful insights about the pandemic's effects across different regions.

Student Mental Health Evaluation

A small survey was made amongst a few university students from four different colleges, a simple evaluation was made and a mental health value score was accorded to each from the data collected. A dashboard was created from the different parameters to determine the factors influencing mental health.

Diversion & Inclusion (PWC Job simulation)

The task at hand was to create a dashboard in regards to diversity and inclusion of a company's employees to further generate insights and use them to make data driven decsions based on the structure of the company by gender, performance ratings, age and many more factors.

VerbaVinculum Analysis

This project was aimed at providing summarised insights on the business start up (VerbaVinculum socila media app) to help the new administration understand its current staus.

CyclePulse Bicycle Sales Analysis

I analyzed a comprehensive dataset containing clients' personal information in regards to their purchases. My goal was to uncover patterns and insights related to bike purchases. Leveraging exploratory data analysis, I identified key factors and resulting dashboard visualizes these insights.