This project showcases the use of Power Query and DAX Query to analyze employee attendance data, add new measures and columns, and create a dashboard using Power BI. The goal is to provide insights into attendance patterns and identify areas for improvement for HR.
- Power BI
- Power Query
- Dax Query
- Data modeling
- Open Excel and connect to your employee attendance data
- Use Power Query to clean and transform the data
- Create a copy template for one sheet in Power Query transformations and apply the same transformations to all sheets
- Apply all necessary cleaning steps, such as removing duplicates, renaming columns, and changing data types
- Create a parameter to select the desired data based on a specific condition
- Encapsulate all steps into a function to be reused for future sheets and data
- Load and Apply the cleaned data into Power BI
- With DAX Query, we can effectively manipulate and analyze the data to provide insights for visulization and identify areas for improvement for HR.
- Create Measures and columns Using DAX functions such as count, sum, calculate, if, switch, divide and Date-time function for exploring some clean data for improve dashboard KPI in PowerBI.
- Design the dashboard layout
- Create a measure table to aggregate and display the data using Dax functions
- Use Visulizations for charts and filters for filter dashboard
- Now, Add Title HR Dashboard
- Add Month column as Slicer and add some informative KPI.
- Add Card chart, Pie chart, Line chart, Table chart, Matrix chart, Area chart etc.