as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
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describe a common problem that data scientists face
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one of the most common problems that data scientists face is data quality issues. poor quality data can affect the accuracy and reliability of a data science project. this can be caused by missing data, incorrect data, out of range values, or biased data. data scientists must identify these data quality issues and use data cleansing techniques to ensure the data is accurate and reliable.
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