Portfolio

Layoffs 2020-2023 Exploratory Data Analysis (Python)

Investigating Global Layoffs and their impact. The object of this project is to analyze the impact of mass layoffs and economic downturns globally, with a specific focus on the United States. The project aims to answer key questions related to layoffs, and the findings will profide insights into global nature of layoffs and help understand the magnitude of their impact.

Twitter Data Pipeline (Airflow, EC2, S3, Python)

I build a data pipeline using Airflow and AWS. I extract data using Twitter API, and use Python to transform data, deploy the code on Airflow and EC2 instance on AWS, and save the final data on Amazon S3.

New York City Airbnb Market in 2019 (Python, Tableau)

In this project, I analyze data from the NYC Airbnb dataset, provide comprehensive insights into the Airbnb industry in New York City, and allow users to gain a deeper understanding of the market and make informed decisions when selecting accommodations.

COVID-19 Global Vaccine Tracker (Excel, Tableau)

I build a Covid-19 Vaccine Tracker dashboard to track how the vaccination program is performing worldwide and to answer business questions using Excel and Tableau.

Excel Coca-Cola Dashboard

This project houses a dashboard specifically created to oversee and monitor crucial sales performance indicators (KPIs) related to various regions, brands, and retailers.

Bitcoin-Cryptocurrency Market Analysis (Python)

In this project, I utilize pandas.Dataframe.plot() and the Axes API in matplotlib, my goal is to keep it readily accessible in a separate tab using data manipulation. The project uses data collected on the 6th of December, 2017 when Bitcoin has a market capitalization above $200 billion.

International Debt Statistics (SQL, Python)

I examine data on international debt collected by The World Bank using SQL commands in Jupyter Notebook. The dataset includes details about the debt amount (in USD) owed by developing nations in various categories.

Bundesliga Analysis (Pyspark, SQL)

Pyspark is an excellent python gateway to Apache Spark ecosystem. I work on Pyspark on single node cluster for data manipulation and to answer questions related to Bundesliga in the last decade.