{"id":2897,"date":"2024-10-06T03:16:42","date_gmt":"2024-10-05T18:16:42","guid":{"rendered":"https:\/\/secondlife.lol\/?p=2897"},"modified":"2024-11-01T20:01:37","modified_gmt":"2024-11-01T11:01:37","slug":"youtube-video-shorts-list-extraction-with-python","status":"publish","type":"post","link":"https:\/\/secondlife.lol\/zh\/youtube-video-shorts-list-extraction-with-python\/","title":{"rendered":"YouTube \u5217\u8868\u63d0\u53d6\uff1a\u5982\u4f55\u4f7f\u7528 API \u548c Python \u5b9e\u73b0\u81ea\u52a8\u5316"},"content":{"rendered":"<p><a href=\"http:\/\/youtube.com\" data-type=\"link\" data-id=\"youtube.com\" target=\"_blank\" rel=\"noopener\">YouTube<\/a>\u8981\u7ba1\u7406\u6216\u5206\u6790 YouTube \u4e0a\u7684\u4e0d\u540c\u5185\u5bb9\uff0c\u81ea\u52a8\u63d0\u53d6 YouTube \u5217\u8868\u975e\u5e38\u6709\u7528\u3002\u4f7f\u7528 YouTube \u6570\u636e API \u548c Python\uff0c\u60a8\u53ef\u4ee5\u8f7b\u677e\u5730\u4ece\u7279\u5b9a\u9891\u9053\u4e2d\u63d0\u53d6\u77ed\u7247\u6216\u666e\u901a\u89c6\u9891\u5217\u8868\u3002\u5728\u672c\u6587\u4e2d <strong>\u9010\u6b65\u8bf4\u660e\u5982\u4f55\u8bbe\u7f6e API \u548c\u7f16\u5199 Python \u4ee3\u7801\u4ee5\u63d0\u53d6 YouTube \u5217\u8868\uff0c\u5305\u62ec\u5404\u79cd\u4f7f\u7528\u6848\u4f8b\u3002<\/strong>\u5f00\u59cb\u5427<\/p>\n\n\n<style>.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title-wrap{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title-wrap{color:var(--global-palette2, #2B6CB0);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{color:var(--global-palette2, #2B6CB0);font-size:28px;font-weight:regular;font-style:normal;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap .kb-table-of-content-list{color:var(--global-palette1, #3182CE);line-height:2em;font-weight:regular;font-style:normal;margin-top:var(--global-kb-spacing-sm, 1.5rem);margin-right:0px;margin-bottom:0px;margin-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap .kb-table-of-content-list .kb-table-of-contents__entry:hover{color:var(--global-palette6, #718096);}@media all and (max-width: 1024px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);}}@media all and (max-width: 1024px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{font-size:28px;}}@media all and (max-width: 767px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{font-size:28px;}}<\/style>\n\n\n<h2 class=\"wp-block-heading\">1. \u51c6\u5907\u63d0\u53d6 YouTube \u5217\u8868<\/h2>\n\n\n\n<p>\u63d0\u53d6 YouTube \u5217\u8868 <strong>YouTube \u6570\u636e\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3<\/strong>\u662f\u5fc5\u9700\u7684\u3002\u8be5 API \u63d0\u4f9b YouTube \u89c6\u9891\u3001\u9891\u9053\u3001\u64ad\u653e\u5217\u8868\u7b49\u65b9\u9762\u7684\u6570\u636e\uff0c\u4f60\u53ef\u4ee5\u7528\u5b83\u6765\u81ea\u52a8\u6536\u96c6\u4f60\u60f3\u8981\u7684\u4fe1\u606f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1.1 \u53d1\u5e03 YouTube \u6570\u636e API \u5bc6\u94a5<\/h3>\n\n\n\n<p>\u9996\u5148\u662f <strong>\u8c37\u6b4c\u4e91\u5e73\u53f0\uff08GCP\uff09<\/strong>\u4ee5\u542f\u7528 YouTube Data API \u5e76\u83b7\u53d6 API \u5bc6\u94a5\u3002\u8bf7\u6309\u7167\u4ee5\u4e0b\u6b65\u9aa4\u8fdb\u884c\u8bbe\u7f6e\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong><a href=\"https:\/\/console.cloud.google.com\/\" target=\"_blank\" rel=\"noopener\">\u8c37\u6b4c\u4e91\u63a7\u5236\u53f0<\/a><\/strong>\u767b\u5f55\u5e76\u521b\u5efa\u4e00\u4e2a\u65b0\u9879\u76ee\uff08\u7f51\u7ad9\u9876\u90e8\u7684 \"\u6211\u7684\u7b2c\u4e00\u4e2a\u9879\u76ee\"--\"\u65b0\u9879\u76ee\"--\u8f93\u5165\u9879\u76ee\u540d\u79f0\u5e76\u5355\u51fb \"\u521b\u5efa\"\uff09\u3002<\/li>\n\n\n\n<li>\u5355\u51fb\u5de6\u4e0a\u89d2\u4e09\u884c\u83dc\u5355\uff0c\u8f6c\u5230\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3\u548c\u670d\u52a1 &gt; \u5e93 <strong>YouTube \u6570\u636e\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3 v3<\/strong>\u5e76\u542f\u7528\u5b83\uff08\u5355\u51fb \"ENABLE\"\uff09\u3002<\/li>\n\n\n\n<li>\u5728 API \u548c\u670d\u52a1 &gt; \u7528\u6237\u51ed\u8bc1\uff08\u51ed\u8bc1\uff09\u4e2d\uff0c\u5355\u51fb <strong>\u751f\u6210\u5e76\u590d\u5236\u60a8\u7684\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3\u5bc6\u94a5<\/strong>\u7684 API \u5bc6\u94a5\u3002\u8be5 API \u5bc6\u94a5\u7528\u4e8e\u5728 Python \u4ee3\u7801\u4e2d\u8fde\u63a5 YouTube Data API\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">1.2 \u9a8c\u8bc1\u60a8\u7684 YouTube \u9891\u9053 ID<\/h3>\n\n\n\n<p>\u60a8\u8fd8\u9700\u8981\u63d0\u53d6\u89c6\u9891\u5217\u8868\u7684\u9891\u9053 ID\u3002\u60a8\u53ef\u4ee5\u5728\u9891\u9053 URL \u4e2d\u627e\u5230\u9891\u9053 ID\u3002 <code>https:\/\/www.youtube.com\/channel\/UCxxxx<\/code> URL \u4e2d\u4ee5 UC \u5f00\u5934\u7684\u5b57\u7b26\u4e32\u662f\u4f60\u7684\u9891\u9053 ID\u3002\u5728 YouTube \u9891\u9053\u63a7\u5236\u9762\u677f\u4e0a\u5355\u51fb \"\u81ea\u5b9a\u4e49\u9891\u9053 \"\u65f6\uff0c\u53ef\u4ee5\u5728\u5730\u5740\u680f\u4e2d\u627e\u5230\u5b83\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7528 Python \u63d0\u53d6 YouTube \u77ed\u7247\u5217\u8868<\/h2>\n\n\n\n<p>\u73b0\u5728\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528\u53d1\u7ed9\u60a8\u7684 API \u5bc6\u94a5\u548c\u9891\u9053 ID\uff0c\u7528 Python \u63d0\u53d6 YouTube \u77ed\u7247\u5217\u8868\u3002\u6211\u4eec\u5c06\u4f7f\u7528\u7684 API \u662f <code>youtube.search()<\/code>\u8be5\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3\u5141\u8bb8\u60a8\u8bbe\u7f6e\u641c\u7d22\u6761\u4ef6\uff0c\u5e76\u63d0\u53d6\u7b26\u5408\u8fd9\u4e9b\u6761\u4ef6\u7684\u77ed\u88e4\u5217\u8868\u3002<\/p>\n\n\n<style>.kb-image2897_89184c-f5 .kb-image-has-overlay:after{opacity:0.3;border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;}.kb-image2897_89184c-f5 img.kb-img, .kb-image2897_89184c-f5 .kb-img img{border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<div class=\"wp-block-kadence-image kb-image2897_89184c-f5\"><figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"1200\" height=\"560\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/10\/image-33.jpg\" alt=\"\uc1fc\uce20 \uc720\ud29c\ube0c \ub9ac\uc2a4\ud2b8 \ucd94\ucd9c \uac1c\uc694 \uadf8\ub9bc\" class=\"kb-img wp-image-2903\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/10\/image-33.jpg 1200w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/10\/image-33-300x140.jpg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/10\/image-33-600x280.jpg 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/10\/image-33-768x358.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Python \u4ee3\u7801\u793a\u4f8b\uff1a\u63d0\u53d6 YouTube \u77ed\u7247\u5217\u8868<\/h3>\n\n\n\n<pre class=\"wp-block-code\" style=\"border-radius:5px\"><code>\n\u4ece googleapiclient.discovery \u5bfc\u5165\u6784\u5efa\n\n\u8f93\u5165\u60a8\u7684 # API \u5bc6\u94a5\n api_key = 'your_api_key'\n\n\u6784\u5efa # YouTube API \u670d\u52a1\nyoutube = build('youtube', 'v3', developerKey=API_KEY)\n\n# \u4ece\u7279\u5b9a\u9891\u9053\u63d0\u53d6\u77ed\u7247\u5217\u8868\uff08\u5305\u62ec\u5206\u9875\uff09\ndef get_shorts_titles(channel_id, max_results=100)\uff1a\n    titles = []\n    next_page_token = None\n\n    while len(titles) &lt; max_results\uff1a\n        request = youtube.search().list(\n            part=&#039;snippet&#039;\u3001\n            channelId=channel_id\u3001\n            maxResults=min(50, max_results - len(titles)), # \u6700\u591a 50 \u4e2a\u8bf7\u6c42\uff0c\u8c03\u6574\u8bf7\u6c42\u4ee5\u9002\u5e94\u5269\u4f59\u8ba1\u6570\n            type=&#039;\u89c6\u9891&#039;\u3001\n            videoDuration=&#039;short&#039;, # \u4ec5\u83b7\u53d6\u77ed\u89c6\u9891\uff08\u77ed\u7247\uff09\n            pageToken=next_page_token\n        )\n\n        response = request.execute()\n\n        \u4ece # \u7ed3\u679c\u4e2d\u63d0\u53d6\u6807\u9898\n        titles.extend([item[&#039;snippet&#039;][&#039;title&#039;] for item in response[&#039;items&#039;]])\n\n        # \u8f6c\u5230\u4e0b\u4e00\u9875\n        next_page_token = response.get(&#039;nextPageToken&#039;)\n\n        # \u5982\u679c\u6ca1\u6709\u4e0b\u4e00\u9875\uff0c\u5219\u9000\u51fa\n        if not next_page_token\uff1a\n            break\n\n    return titles[:max_results] \u8fd4\u56de\u6807\u9898[:max_results] \u3002\n\n\u8f93\u5165\u60a8\u7684 # \u9891\u9053 ID\nchannel_id = &#039;YOUR_CHANNEL_ID&#039;\n\n\u8f93\u51fa # \u77ed\u7247\u6807\u9898\u5217\u8868\nshorts_titles = get_shorts_titles(channel_id, max_results=100)\nfor idx, title in enumerate(shorts_titles, 1)\uff1a\n    print(f&quot;{idx}. {title}&quot;)<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">\u4ee3\u7801\u8bf4\u660e\uff1a<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>API \u8fde\u63a5<\/strong>\u4f7f\u7528\u53d1\u7ed9\u4f60\u7684 API \u5bc6\u94a5\u8fde\u63a5\u5230 YouTube API \u670d\u52a1\u3002<\/li>\n\n\n\n<li><strong>\u6dfb\u52a0\u5206\u9875<\/strong>: <code>get_shorts_titles<\/code> \u5728\u51fd\u6570\u4e2d <code>\u4e0b\u4e00\u9875\u4ee4\u724c<\/code>\u4ece\u591a\u4e2a\u9875\u9762\u83b7\u53d6\u7ed3\u679c\u3002 \u91cd\u590d\u4e0a\u8ff0\u6b65\u9aa4\uff0c\u76f4\u5230\u83b7\u53d6 100 \u4e2a\u7ed3\u679c\u4e3a\u6b62\u3002<\/li>\n\n\n\n<li><strong>\u6539\u53d8\u8fc7\u6ee4\u5668\u6761\u4ef6<\/strong>: <code>q='\u77ed\u88e4<\/code> \u6211\u4eec\u5220\u9664\u4e86\u8fd9\u4e00\u6761\u4ef6\uff0c\u4f7f\u8fc7\u6ee4\u4e0d\u4f1a\u8fc7\u4e8e\u4e25\u683c\u3002<\/li>\n\n\n\n<li><strong>\u63d0\u53d6\u548c\u6253\u5370\u6807\u9898<\/strong>\u6807\u9898\uff1a\u4ee5\u5217\u8868\u5f62\u5f0f\u5b58\u50a8\u6bcf\u4e2a\u89c6\u9891\u7684\u6807\u9898\uff0c\u5e76\u6253\u5370\u6307\u5b9a\u6570\u91cf\u7684\u6807\u9898\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u9996\u6b21\u8fd0\u884c\u4ee3\u7801\u65f6 <code>\u8c37\u6b4c\u5ba2\u6237\u7aef <\/code>\u51fa\u73b0\u8be5\u9519\u8bef\u7684\u539f\u56e0\u662f\u6a21\u5757\u672a\u5b89\u88c5\u3002\u5728\u7ec8\u7aef\u7a97\u53e3\u4e2d\u952e\u5165 <code>pip install google-api-python-client<\/code> \u547d\u4ee4\u6765\u5b89\u88c5\u6a21\u5757\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3. \u7528 Python \u63d0\u53d6 YouTube \u89c6\u9891\u5217\u8868<\/h2>\n\n\n\n<p>\u73b0\u5728\uff0cYouTube \u5141\u8bb8\u60a8\u5236\u4f5c\u77ed\u7247\u4ee5\u53ca\u5e38\u89c4\u7684 <strong>\u89c6\u9891\u5217\u8868<\/strong>\u4e5f\u53ef\u4ee5\u4f7f\u7528 Python \u8f7b\u677e\u63d0\u53d6\u3002\u63d0\u53d6\u89c6\u9891\u5217\u8868\u65f6\uff0c\u8fd8\u53ef\u4ee5\u4f7f\u7528 <code>youtube.search()<\/code> \u901a\u8fc7\u8bbe\u7f6e\u4e0d\u540c\u7684\u641c\u7d22\u6761\u4ef6\uff0c\u60a8\u53ef\u4ee5\u63d0\u53d6\u66f4\u957f\u7684\u89c6\u9891\u3002<\/p>\n\n\n<style>.kb-image2897_d1b9d8-aa .kb-image-has-overlay:after{opacity:0.3;border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;}.kb-image2897_d1b9d8-aa img.kb-img, .kb-image2897_d1b9d8-aa .kb-img img{border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<div class=\"wp-block-kadence-image kb-image2897_d1b9d8-aa\"><figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"553\" height=\"360\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/10\/image.png\" alt=\"\ub3d9\uc601\uc0c1 \uc720\ud29c\ube0c \ub9ac\uc2a4\ud2b8 \ucd94\ucd9c \uac1c\uc694\" class=\"kb-img wp-image-2904\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/10\/image.png 553w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/10\/image-300x195.png 300w\" sizes=\"(max-width: 553px) 100vw, 553px\" \/><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Python \u4ee3\u7801\u793a\u4f8b\uff1a\u63d0\u53d6 YouTube \u89c6\u9891\u5217\u8868<\/h3>\n\n\n\n<pre class=\"wp-block-code\" style=\"border-radius:5px\"><code>from googleapiclient.discovery import build\n\u4ece datetime \u5bfc\u5165 timedelta\n\n\u8f93\u5165\u60a8\u7684 # API \u5bc6\u94a5\n api_key = 'your_api_key'\n\n\u6784\u5efa # YouTube API \u670d\u52a1\nyoutube = build('youtube', 'v3', developerKey=API_KEY)\n\n# \u4ece\u7279\u5b9a\u9891\u9053\u63d0\u53d6\u5e38\u89c1\u89c6\u9891\u5217\u8868\ndef get_video_titles(channel_id, max_results=100)\uff1a\n    \u6807\u9898 = []\n    next_page_token = None\n\n    while len(titles)  60\uff1a # \u4ec5\u6dfb\u52a0\u8d85\u8fc7 60 \u79d2\u7684\u5185\u5bb9\n                titles.append(item['snippet']['title'])\n\n        # \u8f6c\u5230\u4e0b\u4e00\u9875\n        next_page_token = search_response.get('nextPageToken')\n        \n        # \u5982\u679c\u6ca1\u6709\u4e0b\u4e00\u9875\uff0c\u5219\u9000\u51fa\n        if not next_page_token\uff1a\n            break\n\n    return titles[:max_results] \u8fd4\u56de\u6807\u9898[:max_results] \u3002\n\n# \u5c06 ISO 8601 \u65f6\u957f\u8f6c\u6362\u4e3a\u79d2\u7684\u51fd\u6570\ndef parse_duration(duration)\uff1a\n    parsed_duration = timedelta()\n    if 'PT' in duration\uff1a\n        time_str = duration.replace('PT', '')\n        \u5c0f\u65f6 = \u5206\u949f = \u79d2 = 0\n        if 'H' in time_str\uff1a\n            hours, time_str = time_str.split('H')\n            parsed_duration += timedelta(hours=int(hours))\n        if 'M' in time_str\uff1a\n            minutes, time_str = time_str.split('M')\n            parsed_duration += timedelta(minutes=int(minutes))\n        \u5982\u679c time_str \u4e2d\u6709'S'\uff0c\u5219\n            seconds = time_str.replace('S', '')\n            parsed_duration += timedelta(seconds=int(seconds))\n    return parsed_duration.total_seconds()\n\n\u8f93\u5165 # \u9891\u9053 ID\nchannel_id = \"YOUR_CHANNEL_ID\n\n\u8f93\u51fa # \u901a\u7528\u89c6\u9891\u6807\u9898\u5217\u8868\nvideo_titles = get_video_titles(channel_id, max_results=100)\nfor idx, title in enumerate(video_titles, 1)\uff1a\n    print(f\"{idx}. {title}\")\n<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">\u4ee3\u7801\u8bf4\u660e\uff1a<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u641c\u7d22\u8bf7\u6c42<\/strong>\u7b2c\u4e00 <code>search().list<\/code>\u7ecf\u7531 <code>\u672c\u6211<\/code>\u6765\u83b7\u53d6\u8be5\u9891\u9053\u7684\u6240\u6709\u89c6\u9891 ID\u3002<\/li>\n\n\n\n<li><strong>\u68c0\u67e5\u89c6\u9891\u957f\u5ea6<\/strong>: <code>videos().list<\/code> \u4e2d\u6bcf\u6bb5\u89c6\u9891\u7684 <code>\u5185\u5bb9\u8be6\u60c5<\/code>\u5e76\u8981\u6c42 <code>\u4f1a\u671f<\/code>\u53ea\u8fc7\u6ee4\u8d85\u8fc7 60 \u79d2\u7684\u89c6\u9891\u3002<\/li>\n\n\n\n<li><strong>\u4fdd\u5b58\u548c\u6253\u5370\u89c6\u9891\u6807\u9898<\/strong>\u4ec5\u5c06\u957f\u5ea6\u4e3a 60 \u79d2\u6216\u4ee5\u4e0a\u7684\u89c6\u9891\u6dfb\u52a0\u5230\u5217\u8868\u4e2d\uff0c\u5e76\u6253\u5370\u6807\u9898\u3002<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">4. YouTube \u5217\u8868\u4f7f\u7528\u6848\u4f8b<\/h2>\n\n\n\n<p>\u8fd9\u4efd\u6458\u5f55\u7684 YouTube \u77ed\u7247\u6216\u89c6\u9891\u5217\u8868\u53ef\u7528\u4e8e\u591a\u79cd\u7528\u9014\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u6700\u5e38\u89c1\u7684\u77ed\u7247<\/p>\n\n\n<style>.kb-image2897_67b4b6-a1 .kb-image-has-overlay:after{opacity:0.3;border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;}.kb-image2897_67b4b6-a1 img.kb-img, .kb-image2897_67b4b6-a1 .kb-img img{border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<div class=\"wp-block-kadence-image kb-image2897_67b4b6-a1\"><figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"1200\" height=\"551\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/10\/image-32.jpg\" alt=\"\uc720\ud29c\ube0c \ub9ac\uc2a4\ud2b8 \ud65c\uc6a9\uc0ac\ub840 \uadf8\ub9bc\" class=\"kb-img wp-image-2899\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/10\/image-32.jpg 1200w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/10\/image-32-300x138.jpg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/10\/image-32-600x276.jpg 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/10\/image-32-768x353.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">4.1 \u5206\u6790\u5185\u5bb9\u5e76\u786e\u5b9a\u8d8b\u52bf<\/h3>\n\n\n\n<p>\u5982\u679c\u80fd\u81ea\u52a8\u63d0\u53d6\u548c\u5206\u6790 YouTube \u89c6\u9891\u5217\u8868\uff0c\u5c31\u80fd\u5feb\u901f\u8bc6\u522b\u5185\u5bb9\u8d8b\u52bf\u3002\u4f8b\u5982\uff0c\u60a8\u53ef\u4ee5\u5206\u6790\u7279\u5b9a\u9891\u9053\u4e0a\u7684\u70ed\u95e8\u89c6\u9891\uff0c\u4e86\u89e3\u54ea\u4e9b\u4e3b\u9898\u6216\u5f62\u5f0f\u5f15\u8d77\u4e86\u5f3a\u70c8\u53cd\u54cd\u3002\u63d0\u53d6\u7684\u6570\u636e\u53ef\u4ee5\u5b58\u50a8\u5728 Excel \u4e2d\uff0c\u4e5f\u53ef\u4ee5\u4e0e\u5176\u4ed6\u5206\u6790\u5de5\u5177\u76f8\u7ed3\u5408\uff0c\u8fdb\u884c\u66f4\u6df1\u5165\u7684\u5206\u6790\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.2 \u7ba1\u7406\u8425\u9500\u6d3b\u52a8<\/h3>\n\n\n\n<p>\u5982\u679c\u60a8\u6b63\u5728\u4f7f\u7528 YouTube \u63a8\u5e7f\u81ea\u5df1\u7684\u54c1\u724c\u6216\u4ea7\u54c1\uff0c\u60a8\u53ef\u4ee5\u63d0\u53d6\u7ade\u4e89\u5bf9\u624b\u7684\u89c6\u9891\u5217\u8868\uff0c\u5206\u6790\u54ea\u4e9b\u89c6\u9891\u7684\u6d4f\u89c8\u91cf\u6700\u9ad8\uff0c\u6807\u9898\u4e2d\u4f7f\u7528\u4e86\u54ea\u4e9b\u5173\u952e\u8bcd\u3002\u6709\u4e86\u8fd9\u4e9b\u4fe1\u606f\uff0c\u60a8\u5c31\u53ef\u4ee5\u4e3a\u60a8\u7684\u8425\u9500\u6d3b\u52a8\u5236\u5b9a\u6218\u7565\uff0c\u5e76\u4e3a\u6210\u529f\u7684\u5185\u5bb9\u8981\u7d20\u5236\u5b9a\u57fa\u51c6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.3 \u7ba1\u7406\u57f9\u8bad\u5185\u5bb9<\/h3>\n\n\n\n<p>\u9700\u8981\u7ba1\u7406\u5927\u91cf\u89c6\u9891\u5185\u5bb9\u7684\u521b\u4f5c\u8005\u6216\u4f01\u4e1a\u53ef\u4ee5\u4ece\u63d0\u53d6\u7684\u89c6\u9891\u5217\u8868\u4e2d\u83b7\u76ca\uff0c\u5e2e\u52a9\u4ed6\u4eec\u7ba1\u7406\u5185\u5bb9\u3002\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3\u4f1a\u81ea\u52a8\u6536\u96c6\u6240\u6709\u89c6\u9891\u7684\u6807\u9898\u3001\u63cf\u8ff0\u548c\u53d1\u5e03\u65e5\u671f\u7b49\u6570\u636e\uff0c\u5e76\u5c06\u5176\u6574\u7406\u5230\u6570\u636e\u5e93\u6216\u7535\u5b50\u8868\u683c\u4e2d\uff0c\u4fbf\u4e8e\u7ba1\u7406\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.4 \u521b\u5efa\u81ea\u52a8\u64ad\u653e\u5217\u8868<\/h3>\n\n\n\n<p>\u60a8\u8fd8\u53ef\u4ee5\u4f7f\u7528\u8fd9\u79cd\u65b9\u6cd5\u5bf9\u4e0a\u4f20\u5230\u60a8\u9891\u9053\u7684\u89c6\u9891\u8fdb\u884c\u5206\u7c7b\uff0c\u4ece\u800c\u81ea\u52a8\u521b\u5efa\u64ad\u653e\u5217\u8868\u3002\u4f8b\u5982\uff0c\u60a8\u53ef\u4ee5\u53ea\u63d0\u53d6\u7279\u5b9a\u4e3b\u9898\u7684\u89c6\u9891\uff0c\u7136\u540e\u4e3a\u8be5\u4e3b\u9898\u521b\u5efa\u64ad\u653e\u5217\u8868\u5e76\u81ea\u52a8\u66f4\u65b0\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">5. \u6e05\u7406 <\/h2>\n\n\n\n<p> \u4f7f\u7528 YouTube Data API \u548c Python \u63d0\u53d6 YouTube \u5217\u8868\u53ef\u7528\u4e8e\u5185\u5bb9\u5206\u6790\u3001\u8425\u9500\u7b56\u7565\u3001\u57f9\u8bad\u6750\u6599\u7ba1\u7406\u7b49\u3002\u60a8\u4e0d\u4ec5\u53ef\u4ee5\u8f7b\u677e\u63d0\u53d6\u77ed\u7247\uff0c\u8fd8\u53ef\u4ee5\u63d0\u53d6\u5e38\u89c4\u89c6\u9891\u5217\u8868\uff0c\u8fd9\u4e9b\u6570\u636e\u53ef\u7528\u4e8e\u66f4\u9ad8\u6548\u7684\u5185\u5bb9\u89c4\u5212\u548c\u7ba1\u7406\u3002\u60a8\u53ef\u4ee5\u901a\u8fc7 API \u8bbe\u7f6e\u548c Python \u4ee3\u7801\u8f7b\u677e\u7ba1\u7406 YouTube \u6570\u636e\uff01\u5982\u679c\u60a8\u662f Python \u65b0\u624b\uff0c\u53ef\u4ee5\u4ece <a href=\"https:\/\/secondlife.lol\/zh\/vs-code-install\/\" data-type=\"post\" data-id=\"372\">\u5b89\u88c5 VS CODE - Windows<\/a> \u8bf7\u770b\u4e00\u4e0b\u8fd9\u7bc7\u6587\u7ae0\uff0c\u4ee5\u4fbf\u5f00\u59cb\u5b66\u4e60\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>\uc720\ud29c\ube0c\uc5d0\uc11c \ub2e4\uc591\ud55c \ucf58\ud150\uce20\ub97c \uad00\ub9ac\ud558\uac70\ub098 \ubd84\uc11d\ud558\ub824\uba74, \uc720\ud29c\ube0c \ub9ac\uc2a4\ud2b8\ub97c \uc790\ub3d9\uc73c\ub85c \ucd94\ucd9c\ud558\ub294 \uac83\uc774&#8230;<\/p>","protected":false},"author":3,"featured_media":2906,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[3],"tags":[348,177,350,347,349,351,299],"class_list":["post-2897","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python-coding","tag-youtube-api","tag-177","tag-350","tag-347","tag-349","tag-351","tag-299"],"taxonomy_info":{"category":[{"value":3,"label":"\ud30c\uc774\uc36c(Python)"}],"post_tag":[{"value":348,"label":"YouTube API"},{"value":177,"label":"\ub370\uc774\ud130 \ubd84\uc11d"},{"value":350,"label":"\ub9c8\ucf00\ud305"},{"value":347,"label":"\uc720\ud29c\ube0c \ub9ac\uc2a4\ud2b8 \ucd94\ucd9c"},{"value":349,"label":"\uc720\ud29c\ube0c \uc1fc\uce20"},{"value":351,"label":"\ucf58\ud150\uce20 \uae30\ud68d"},{"value":299,"label":"\ud30c\uc774\uc36c \uc790\ub3d9\ud654"}]},"featured_image_src_large":["https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/10\/\uc720\ud29c\ube0c-\ub9ac\uc2a4\ud2b8-\ucd94\ucd9c-\ud3ec\uc2a4\ud2b8-\uc378\ub124\uc77c-600x600.webp",600,600,true],"author_info":{"display_name":"TERE","author_link":"https:\/\/secondlife.lol\/zh\/author\/tere\/"},"comment_info":0,"category_info":[{"term_id":3,"name":"\ud30c\uc774\uc36c(Python)","slug":"python-coding","term_group":0,"term_taxonomy_id":3,"taxonomy":"category","description":"","parent":20,"count":116,"filter":"raw","cat_ID":3,"category_count":116,"category_description":"","cat_name":"\ud30c\uc774\uc36c(Python)","category_nicename":"python-coding","category_parent":20}],"tag_info":[{"term_id":348,"name":"YouTube API","slug":"youtube-api","term_group":0,"term_taxonomy_id":347,"taxonomy":"post_tag","description":"","parent":0,"count":2,"filter":"raw"},{"term_id":177,"name":"\ub370\uc774\ud130 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