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Python

Wine EDA

  • Read data, wrangling, transformation, Correlation, Grouping, Univariate Analysis, Multivariate Analysis, 3D visualization

List comprehension, For loop Speed Comparison.ipynb

  • I concluded that the speed gap between two functions are not because of the algorithm complexity. Because of 'return data types'.

Web Scraping

  • When web scraping from Wikipedia, it's important to know how to handle structured tables to extract the exact information. Additionally, additional data from other websites can enhance the quality and accuracy of the scraped data.