This dataset was obtained from kaggle.com and the following steps were taking to get it cleaned with PowerQuery:
- Removed missing values by eliminating all Null values
- Verified the data class for each column
- Removed irrelevant columns and outliers
- Imported the cleaned data into a Power BI report page
- Created new measures using DAX functions
- Used the DAX SUM function to calculate the total sales volume, total units sold, and number of crimes from 2001 to 2020
- Used the DAX COUNTROWS function to calculate the number of transactions during this period
- Added a new column for the year
Insight:
Westminster had the highest number of crimes during this time period, while the most sales occurred in Kensington and Chelsea.