2 min to read
Music Streaming Platform
It offers insights into streaming performance, useful for analyzing music consumption trends and patterns.
Overview
This dataset contains music streaming data for various artists across multiple platforms, including Spotify, YouTube Music, Joox, and Apple Music. The dataset provides insights into the streaming performance of different artists, which can be used for analysis and visualization to understand trends and patterns in music consumption.
Click this link to directly access the report: Music Streaming Platform
Directory Structure
This directory contains the following files:
Streaming Dummy.csv : Streaming Dummy data. README.md: This README file. scripts/: Directory for scripts used to analyze the data.
Column Descriptions
- Name: The name of the artist or band.
- Spotify Streams: The total number of streams on Spotify.
- YouTube Music Plays: The total number of plays on YouTube Music.
- Joox Streams: The total number of streams on Joox.
- Apple Music Streams: The total number of streams on Apple Music.
How to Use This Data
You can use this data to:
- Compare the popularity of different artists across streaming platforms.
- Analyze which platform is the most popular for specific artists.
- Identify trends in streaming numbers over time (if temporal data is available).
Exploring the Data
To explore the data:
- Load the dataset into a data analysis tool or programming environment (e.g., Python with Pandas, R).
- Inspect the data for any missing values or anomalies.
- Filter and sort the data to identify top artists or most popular platforms.
Analyzing Trends
To analyze trends, you might:
- Compare platforms to see which one has the highest average streams or plays.
- Track artist performance over different platforms and identify any patterns or correlations.
- Examine outliers to understand anomalies in streaming behavior.
Visualizations
You can create visualizations such as:
- Bar charts comparing the total number of streams for different artists across platforms.
- Pie charts showing the distribution of total streams by platform.
- Line graphs to observe trends if data is available over time.
Reporting
When reporting on the dataset:
- Summarize key findings, such as the most popular artist or platform.
- Highlight any interesting trends or anomalies.
- Provide visualizations to support your analysis and make the data more understandable.
Source
Report for this project can be found at the following link: Music Streaming Platform
