Data Analysis

Ecommerce Sales Analysis

Used SQLite and Python to retrieve data from a database, explore and analyze seasonal sales trends by region and payment distribution.

Job Market Text Mining

Scraped job postings, streamlined and analyzed text (Python, NLTK), engineered features to quantify the average salary, the tools and platforms valued by companies.

Students Academic Performance

This project contains data cleaning and preprocessing, followed by an analysis focused on the influence of a variety of personal, socio-economic, and cultural factors on students’ academic performance.