Exploring data profiling features in Power BI
Power BI offers a range of data profiling capabilities that empower users to explore and understand their data effectively. These capabilities are as follows:
- Column quality assessment: Power BI allows you to assess the quality of each column in your dataset. This assessment includes identifying data types, data completeness, and the presence of null or missing values. You can quickly spot inconsistencies and issues that may impact your analysis.
- Column distribution analysis: Understanding the distribution of data within each column is crucial for making informed decisions. Power BI provides visualizations and statistics to help you analyze data distributions. This includes histograms and summary statistics such as mean, median, and standard deviation.
- Column profile views: Power BI offers column profile views that give you a comprehensive overview of each column’s characteristics. These views display summary statistics...