Spotify data analysis using Python

1. Conducted data cleaning to perform exploratory data analysis (EDA) and data visualization of the Spotify dataset using Python (Pandas, NumPy, Matplotlib and Seaborn).
2. 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.
3. Fetched the data about Spotify from Kaggle and used the data to identify patterns and relationships between different characteristics.