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93: How to Leverage Sports Analytics for a Standout Dataviz Portfolio — Featuring Shri Khalpada
Data Viz Today
Comparing NBA Data Cleanliness to Other Datasets
NBA data requires less cleaning compared to datasets like climate data and wealth inequality data, which often involve merging disparate spreadsheets. The NBA data has clean IDs with minimal duplicates, making it easier to start visualizing and analyzing the data without extensive preprocessing. In contrast, other datasets may have inconsistencies in how they handle variables like country codes, requiring more effort to clean and preprocess before analysis.
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