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It involves handling missing values, correcting errors, removing duplicates, standardizing formats, and structuring data for analysis. ExploratoryDataAnalysis (EDA): Using statistical summaries and initial visualisations (yes, visualisation plays a role within analysis!)
Their primary responsibilities include: Data Collection and Preparation Data Scientists start by gathering relevant data from various sources, including databases, APIs, and online platforms. They clean and preprocess the data to remove inconsistencies and ensure its quality.
I conducted thorough data validation, collaborated with stakeholders to identify the root cause, and implemented corrective measures to ensure data integrity. I would perform exploratorydataanalysis to understand the distribution of customer transactions and identify potential segments.
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