For our clients, we transform raw data set into tidy form, analyze tidy data set, summarize and visualize key data characteristics. This helps our clients to get valuable insights and draw meaningful inferences. During exploratory data analysis, we specifically focuses on following aspects of the data;
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Understanding characters
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Identifying meaningful patterns, if there are any
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Suggesting modeling strategies
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Visualizing and interpretting key characteristics