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Python Crawling & Data Mining
Python Crawling & Data Mining
Jun 25, 2021 · Backend Development

How to Scrape NBA Player Stats from Hupu and Auto‑Generate Excel Charts with Python

This guide walks you through building a Python web‑scraper that extracts NBA player information from the Hupu website, cleans and visualizes the data, and automatically creates Excel files with embedded line charts, covering URL navigation, data parsing with requests and BeautifulSoup, and chart generation with xlsxwriter.

Data visualizationNBAPython
0 likes · 10 min read
How to Scrape NBA Player Stats from Hupu and Auto‑Generate Excel Charts with Python
Python Crawling & Data Mining
Python Crawling & Data Mining
Jan 7, 2021 · Fundamentals

Master Excel Export with Pandas: Styling, Formatting, and Engine Tricks

This guide walks you through preparing data with Pandas, saving it to Excel using direct to_excel, ExcelWriter with custom date and number formats, applying styles via Pandas Styler, leveraging both xlsxwriter and openpyxl engines for advanced formatting, auto‑adjusting column widths, and using templates for reusable layouts, all illustrated with code snippets and screenshots.

Data ExportExcelStyling
0 likes · 22 min read
Master Excel Export with Pandas: Styling, Formatting, and Engine Tricks
Python Crawling & Data Mining
Python Crawling & Data Mining
Feb 16, 2020 · Fundamentals

Master Python File & Excel Automation: Walk Directories, Merge Sheets, and Manage Data

This guide walks through using Python's os and pathlib modules to traverse directories, demonstrates how to combine file paths, shows practical examples of merging multiple Excel workbooks and sheets with pandas, xlrd, and xlsxwriter, and explains splitting a workbook by column values, providing complete code snippets and results.

ExcelPythonfile I/O
0 likes · 14 min read
Master Python File & Excel Automation: Walk Directories, Merge Sheets, and Manage Data