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Power BI supports multiple data sources, but compatibility issues arise due to API limitations, schema mismatches, and unsupported data types. Connecting to legacy systems, third-party APIs, and non-standard file formats can be challenging. Power BI developers must use Power Query transformations, custom connectors, and data gateway solutions to bridge compatibility gaps. Ensuring consistent data formats, avoiding direct table joins in Power BI, and leveraging intermediary staging tables in SQL can resolve many integration challenges. Additionally, keeping up with Power BI updates and new connector releases helps in addressing compatibility concerns effectively.
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