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https://github.com/easonlai/news-scraping-and-text-analytics

azure azure-cognitive-services azure-text-analysis beautifulsoup beautifulsoup4 data-scraping microsoft-azure news-scraper pandas pandas-dataframe python python3 web-scraping

Last synced: about 2 months ago
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Host: GitHub
URL: https://github.com/easonlai/news-scraping-and-text-analytics
Owner: easonlai
Created: 2021-08-01T16:13:23.000Z (over 3 years ago)
Default Branch: main
Last Pushed: 2021-08-02T09:38:53.000Z (over 3 years ago)
Last Synced: 2024-04-28T05:09:40.378Z (8 months ago)
Topics: azure, azure-cognitive-services, azure-text-analysis, beautifulsoup, beautifulsoup4, data-scraping, microsoft-azure, news-scraper, pandas, pandas-dataframe, python, python3, web-scraping
Language: Jupyter Notebook
Homepage:
Size: 58.6 KB
Stars: 1
Watchers: 1
Forks: 2
Open Issues: 0
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

        # News Scraping and Text Analytics (Sentiment Analysis)

This is demo repo to demostrate how to scrape [news headlines data from Yahoo Hong Kong](https://hk.news.yahoo.com/) by Python with library [BeautifulSoup 4](https://beautiful-soup-4.readthedocs.io/en/latest/). And then use [Azure Text Analytics](https://docs.microsoft.com/en-us/azure/cognitive-services/text-analytics/overview) to perform [sentiment analysis](https://docs.microsoft.com/en-us/azure/cognitive-services/text-analytics/overview#sentiment-analysis) for news headlines. 

News headlines are collected from Yahoo Hong Kong, content language would be in Tranditional Chinese (Cantonese).

Pie Chart to visualize sentiment distribution of news headlines.

![alt text](https://github.com/easonlai/news-scraping-and-text-analytics/blob/main/git-images/git-image-1.png)