Demo Project

Social Media Usage Analysis

500 synthetic user profiles across 7 platforms. Analyzes platform preferences, daily usage patterns, engagement rates, and demographic trends.

Key Metrics

500
Users Analyzed
7
Platforms
73m
Avg Daily Usage

Static Output

Social Media Usage Analysis chart

Four-panel visualization: platform distribution, daily usage by platform, age group vs platform heatmap, and engagement rate by platform.

Interactive Chart Try It

Hover over the pie chart for platform shares. Explore the relationship between daily usage and engagement rates.

Open interactive chart full screen

Top Findings

Notebook

Run the full analysis step by step in Jupyter Notebook.

Download .ipynb Notebook

Tech Stack

Python Pandas NumPy Matplotlib Plotly
View Repository Download Script Architecture Getting Started Interactive Chart