🦠 COVID-19 Analysis Dashboard
🔗 COVID-19 Data Source
Comprehensive data on COVID-19 cases, deaths, and recoveries by country and territory
Load: When data should be clean
- Import cleaned and validated data
- Ensure data quality before loading
- Remove duplicates and errors
- Standardize formats and values
- Optimize for performance
Extract, Transform, Load
- Extract data from multiple sources
- Transform and clean the data
- Load into destination system
- Automate data pipelines
- Schedule regular refreshes
Wikipedia COVID-19 Data
- Connect to web data source
- Extract tables from Wikipedia
- Parse HTML content
- Transform into usable format
- Create dynamic connections
🔍 Power Query Editor: ETL Tool
Power Query Editor is Microsoft's powerful ETL (Extract, Transform, Load) tool integrated into Power BI. It provides a visual interface for data transformation and cleansing operations.
Key Features: Data shaping, column operations, filtering, merging, appending, and custom transformations using M language.
Unlike traditional applications, Power Query Editor doesn't support the standard Ctrl+Z undo function. Instead, you must use the Applied Steps panel to remove or modify transformation steps.
- Visualize COVID-19 spread patterns
- Compare country-wise statistics
- Track recovery and mortality rates
- Identify hotspots and trends
- Enable data-driven decisions
- Import Wikipedia COVID-19 data
- Clean and validate entries
- Handle missing values
- Create calculated columns
- Establish data relationships
- World map with case distribution
- Line charts for trend analysis
- Bar charts for comparisons
- Cards for key metrics
- Tables for detailed data
By completing this COVID-19 Analysis Dashboard project, students will gain practical experience in data extraction from web sources, data transformation using Power Query Editor, understanding API concepts, implementing ETL processes, and creating meaningful visualizations that tell the story of the global pandemic. This hands-on project demonstrates how data analytics can provide valuable insights during critical global events.
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