The Minecraft Economy Dashboard is a dashboard to automatically conduct and visualize an exploratory data analysis designed of Minecraft ChestShop transactions. Utilizing Streamlit for a dynamic web interface, this dashboard provides a detailed overview of economic activities within the Minecraft world.
This tool is an adaptation of the ChestShop Analyzer I have shared in a previous repository. The transactions.csv file can be obtained on your server's data using the logs-parser, available in the above-mentioned repository
- Interactive Web Dashboard: Built with Streamlit, offering a user-friendly and interactive experience.
- Comprehensive Data Overview: Displays key statistics about Minecraft transactions, including total transactions, items bought, and total amount spent.
- Detailed User and Item Statistics: Analyzes user-specific activities and item-specific sales trends.
- Time Series Analysis: Visualizes transaction data over time to uncover temporal trends.
- Geographical and Region Analysis: Provides insights into the geographical distribution of transactions and detailed analysis of specific regions.
- Hot Regions Identification: Identifies and highlights the most active transaction areas within the game.
- Player Ranking System: Ranks players based on their economic activities, such as total money spent and number of transactions.
- Search Functionality: Allows users to search for transactions based on usernames.
- Clone the repository.
- Navigate to the main directory
- Install the necessary dependancies
cd ChestShop-EDA
pip install -r requirements.txt
- Run the dashboard with:
streamlit run app.pyThis project is licensed under MIT. See LICENSE.md for more details.