jwlin / Web Crawler Tutorial
Licence: mit
Python 網頁爬蟲入門實戰
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hahow 線上課程: Python 網頁爬蟲入門實戰
by Jun-Wei Lin with Pycone 松果城市 (facebook)
課程單元
- 環境設定與網頁爬蟲初探 (PyCharm 設定，virtualenv 設定，套件安裝，爬蟲初探與例外狀況處理)
- 網頁解構與 BeautifulSoup 講解 (寫爬蟲之前的注意事項，BeautifulSoup 重要功能如 find(), find_all() 講解，網頁結構巡覽，正規表示式)
- 網頁爬蟲範例實戰 (PTT 八卦版今日熱門文章, Yahoo 奇摩電影本週新片資訊, 兩大報當日焦點新聞, Google Finance 網頁)
- 與 API 互動 (API 格式簡介及實例介紹: freegeoip.net, facebook graph api, imdb api, google fianance api)
- 資料儲存 (儲存圖片檔、儲存資料到 CSV 檔、儲存資料到資料庫 SQLite)
- 各類型文件的爬蟲 (非 UTF-8 編碼的文件及 xml 檔)
- 期末專題 (手機比價)
- 處理表單及登入頁 (requests.post(), 搭配範例: 台灣證券交易所股票資料及空氣品質監測網)
- 處理動態網頁 (Selenium Webdriver)
- 中文自然語言處理 (jieba 簡介，斷詞，自訂與繁體字字典，搭配歌詞文字雲範例)
- 爬蟲撰寫經驗談 (常被網站封鎖的原因與解法，常見的網站安全措施的處理，如何更換代理 IP，補充教材)
說明
- 範例程式在各章目錄內, 講義在
lecture目錄下 - 範例程式所需套件
pip install -r requirements.txt(Python 3)
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