Spotify data analysis using Python
- Conducted data cleaning to perform exploratory data analysis (EDA) and data visualization of the Spotify dataset using Python (Pandas, NumPy, Matplotlib and Seaborn).
- Data analysis - analysed the relationship between the audio features of a song and how positive or negative its lyrics are, involving sentiment analysis and many more factors.
- Fetched the data about Spotify from Kaggle and used the data to identify patterns and relationships between different characteristics.