The most important task for a Data Scientist is to ensure the data has high integrity, optimal quality, well-organized, and data is in optimal form and condition to guarantee accurate, reliable, and statistically satisfying results.
Once the dataset is cleaned and coherent you can now use it to analyze, visualize, create dashboards, and reports to understand how your business is performing in the real-world.
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