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 # Harmonising Data in Biopharma
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 In the biopharmaceutical sector, the collection and analysis of data from diverse sources: [clinical trials](https://clinicaltrialrisk.org/), real-world evidence (RWE), patient registries, and more—are fundamental to drug development, regulatory approval, and post-market surveillance. However, data from these sources often vary in format, nomenclature, and measurement standards, making it challenging to aggregate and analyse them effectively. [Data harmonisation](/data-harmonisation/) addresses these challenges by standardising disparate data for seamless integration, analysis, and interpretation.