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It covers the entire pipeline: scraping web data, cleaning it with NumPy and Pandas, serving it via a Flask RESTful API, and finally rendering it in the browser. Community Reviews & Perspectives
Readers often praise the book for its unique breadth, though some note it requires patience for the complex code sections. It covers the entire pipeline: scraping web data,
Rather than a simple cookbook, the book follows a central project—building a web-based, interactive visualization of Nobel Prize winners from raw data. cleaning it with NumPy and Pandas
“There aren't a lot of resources that span the whole pipeline from scraping web data to building a NoSQL database, serving the data and writing a front-end with linked visualisations.” Amazon.ae Explore & Transform Your Data
Data Visualization with Python and JavaScript: Scrape, Clean, Explore & Transform Your Data
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