Apify YouTube 视频数据采集：选题研究与频道分析

[
  {
    "title": "Comprehensive Python Beautiful Soup Web Scraping Tutorial! (find/find_all, css select, scrape table)",
    "viewCount": 350059,
    "likes": 9300,
    "commentsCount": 466,
    "date": "2020-07-11T17:06:23.000Z",
    "duration": "01:13:03",
    "channelName": "Keith Galli",
    "numberOfSubscribers": 257000,
    "text": "Practice your Python Pandas data science skills with problems on StrataScratch!\nhttps://stratascratch.com/?via=keith\n\nIn this video we walk through web scraping in Python using the beautiful soup library. We start with a brief introduction to HTML & CSS and discuss what web scraping is. Next we start getting into the basics of the beautiful soup library. This includes how to load a webpage, the basic commands you need to know such as find & find_all, grabbing strings from an HTML elements, etc. The final section of this tutorial is a series of exercises where you can practice your skills. In this section we scrape a webpage for links, we learn how to scrape a table and load it into a pandas dataframe, and we see how you can scrape & download a web image. Hope you enjoy!\n\nI’m looking into making future videos on more complex things you can do with web scraping as well as other libraries that are helpful such as Selenium & ScraPy. Subscribe to not miss those.\n\nJoin the Python Army to get…[已截断]",
    "subtitles": null,
    "hashtags": [],
    "thumbnailUrl": "https://i.ytimg.com/vi/GjKQ6V_ViQE/maxresdefault.jpg",
    "url": "https://www.youtube.com/watch?v=GjKQ6V_ViQE"
  },
  {
    "title": "Selenium Web Scraping Tutorial for Beginners (2026)",
    "viewCount": 12973,
    "likes": 1400,
    "commentsCount": 12,
    "date": "2026-03-04T16:00:16.000Z",
    "duration": "00:09:19",
    "channelName": "Oxylabs",
    "numberOfSubscribers": 13500,
    "text": "🔧  *OXYLABS WEB SCRAPER API*\nScrape up to 2K results for free:\n👉 https://oxy.yt/Ovwo  \n\nIn this Selenium web scraping tutorial, we show you how to build a robust and dynamic web scraper using Python. While libraries like BeautifulSoup are great for static sites, most modern websites use JavaScript to load content, making web scraping with selenium the essential solution for automation.\n\nThis video is a selenium tutorial for beginners where you will learn what is selenium and how to use selenium starting from setting up the environment to scrape data from dynamic websites by navigating the DOM with DevTools and CSS selectors. We guide through the process of web scraping using selenium covering everything from environment setup in VS Code to advanced selenium scraping techniques like handling WebDriverWait, bypassing cookie prompts, managing infinite scrolling, and utilizing headless mode for efficient selenium web scraping.\n\nBy the end, you'll have a clear understanding of how web scr…[已截断]",
    "subtitles": null,
    "hashtags": [
      "#Selenium",
      "#WebScraping",
      "#BeautifulSoup"
    ],
    "thumbnailUrl": "https://i.ytimg.com/vi/6zqYkPe-qJc/maxresdefault.jpg",
    "url": "https://www.youtube.com/watch?v=6zqYkPe-qJc"
  }
]