What is the effect of using multiple filters on a Power BI report?

Using multiple filters on a Power BI report can indeed lead to conflicts that create misleading data views. When multiple filters are applied, they affect the data set simultaneously, which can sometimes result in contradictory conditions. For example, if one filter is set to show data for the year 2020 while another filter restricts the data to a specific product category that had no sales in 2020, the resulting view may end up being empty or not representative of the true data landscape.

Understanding this interplay is crucial for adequately interpreting the results displayed in a report, as incorrect or conflicting filters can lead stakeholders to make erroneous conclusions based on incomplete or irrelevant data. Careful consideration of which filters to apply, and in what order, is essential for generating accurate and meaningful insights from the data.

This highlights the importance of filter management in Power BI to ensure that the visualizations produced accurately reflect the intended analysis and do not mislead the viewer.