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Python Programming Learning Circle
Python Programming Learning Circle
Apr 30, 2025 · Backend Development

Python Weather Data Scraping, CSV Export, and Visualization Using Requests, BeautifulSoup, Pandas, and Matplotlib

This article demonstrates how to use Python's requests and BeautifulSoup libraries to scrape current and 14‑day weather data from China Weather, store the results in CSV files, and perform comprehensive visual analysis—including temperature, humidity, AQI, wind direction, and forecast charts—using pandas, numpy, and matplotlib.

Data VisualizationMatplotlibPython
0 likes · 26 min read
Python Weather Data Scraping, CSV Export, and Visualization Using Requests, BeautifulSoup, Pandas, and Matplotlib
Python Programming Learning Circle
Python Programming Learning Circle
Nov 11, 2023 · Fundamentals

Python Weather Data Scraping, CSV Storage, and Visualization with Matplotlib

This article demonstrates how to use Python's requests and BeautifulSoup libraries to scrape current and 14‑day weather data from China Weather, store the results in CSV files, and perform comprehensive visual analysis with pandas, numpy, and matplotlib, including temperature, humidity, AQI, wind radar, and correlation plots.

CSVData VisualizationMatplotlib
0 likes · 24 min read
Python Weather Data Scraping, CSV Storage, and Visualization with Matplotlib