Python，对提取的youtube数据进行排序

from googleapiclient.discovery import build

# 创建YouTube API客户端
youtube = build('youtube', 'v3', developerKey='YOUR_API_KEY')

# 获取搜索结果
search_response = youtube.search().list(
    q='YOUR_SEARCH_QUERY',
    type='video',
    part='id',
    maxResults=10
).execute()

# 提取视频ID
video_ids = [item['id']['videoId'] for item in search_response['items']]

# 获取视频信息
videos_response = youtube.videos().list(
    id=','.join(video_ids),
    part='snippet,statistics'
).execute()

# 提取视频观看次数和标题
video_data = []
for item in videos_response['items']:
    video_id = item['id']
    view_count = item['statistics']['viewCount']
    title = item['snippet']['title']
    video_data.append({'video_id': video_id, 'view_count': view_count, 'title': title})

# 按照观看次数进行排序
sorted_video_data = sorted(video_data, key=lambda x: int(x['view_count']), reverse=True)

# 打印排序结果
for item in sorted_video_data:
    print(f"视频标题：{item['title']}")
    print(f"观看次数：{item['view_count']}")
    print(f"视频链接：https://www.youtube.com/watch?v={item['video_id']}")
    print()