Trebacz T Python For Effect Master Data Visualization and Analysis 2024 | 2.34 MB

Title: Python For Effect: Master Data Visualization and Analysis: Learn Data Pipelines, Machine Learning, Advanced Statistical Analysis and Visualization with Jupyter Notebook
Author: Trebacz, Tomasz

Description:
Learn how to turn raw data into rich, interactive web visualizations with the powerful combination of Python and jаvascript. With this hands-on guide, author Kyran Dale teaches you how build a basic dataviz toolchain with best-of-breed Python and jаvascript libraries-including Scrapy, Matplotlib, Pandas, Flask, and D3-for crafting engaging, browser-based visualizations.As a working example, throughout the book Dale walks you through transforming Wikipedia...s table-based list of Nobel Prize winners into an interactive visualization. You...ll examine steps along the entire toolchain, from scraping, cleaning, exploring, and delivering data to building the visualization with jаvascript...s D3 library. If you...re ready to create your own web-based data visualizations-and know either Python or jаvascript- this is the book for you.Learn how to manipulate data with PythonUnderstand the commonalities between Python and jаvascriptExtract information from websites by using Python...s web-scraping tools, BeautifulSoup and ScrapyClean and explore data with Python...s Pandas, Matplotlib, and Numpy librariesServe data and create RESTful web APIs with Python...s Flask frameworkCreate engaging, interactive web visualizations with jаvascript...s D3 library

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