This repository contains projects made for the Text-Mining and Social Media Mining course at the University of Warsaw.
This project focuses on the text analysis of transcripts of Recep Tayyip Erdoğan's (Turkey's President) speeches made from 2014 to 2023. The data was scraped from the official webpage of the President of Turkey.
This project focuses on analyzing the expression of depressive sentiments in song lyrics using a model trained on Twitter data marked with suicidal intent. The study specifically explores how artists like Khalid, Billie Eilish, and Dua Lipa convey depression in their music, providing insights into emotional expression in the artistic domain.