Summary
To successfully migrate existing Tableau dashboards to Apache Superset, ensuring seamless functionality, performance optimization, and enhanced user experience. This migration aims to leverage the open-source capabilities of Superset, providing a cost-effective and flexible solution for data visualization and reporting.
Project Scope
- Dashboard Analysis:
- Conduct a comprehensive analysis of existing Tableau dashboards to understand:
- Underlying data sources and connections
- Data models, calculated fields, and transformations
- Visualization types and their specific configurations
- User requirements and preferences
- Superset Configuration:
- Set up and configure the Superset environment, including:
- Database connections (PostgreSQL, MySQL, MS SQL Server, or YugabyteDB)
- User roles and permissions
- Data sources and connections
- Data quality checks and validation
- Dashboard Recreation:
- Replicate Tableau dashboards in Superset, ensuring:
- Accurate data visualization and formatting
- Consistent functionality and interactivity
- Preservation of key performance indicators (KPIs) and metrics
- Optimization of query performance for large datasets
- Performance Optimization:
- Analyze and optimize SQL queries to improve dashboard loading times and responsiveness.
- Implement caching strategies to reduce query execution time.
- Explore indexing and partitioning techniques to enhance database performance.
- User Training and Adoption:
- Provide comprehensive training to end-users on:
- Superset interface and navigation
- Dashboard creation and editing
- Data exploration and analysis
- Report generation and scheduling