🎵 Spotify 2023 Analytics

This project analyzes the most streamed songs on Spotify in 2023. It explores patterns of popularity and key audio attributes using:

Source: https://www.kaggle.com/code/adhamtarek147/most-streamed-spotify-songs-2023/input?select=spotify-2023.csv

• Exploratory Data Analysis (EDA)
• Statistical Hypothesis Testing
• Correlation Analysis
• SPSS Software for significance testing

Findings include insights about tempo, energy, danceability, loudness, and how these factors influence streaming popularity.

Key Outputs:

• Distribution graphs of key audio features
• Correlation matrix between variables
• Hypothesis test results with p-values and statistical significance

The analysis helps identify characteristics of successful songs and the relationship between musical features and audience engagement.