How to search among Youtube videos and extract their metadata using an easy interface.
An Easy Wrapper for Youtube API 3.0
YouTube is one of the main sources of education, entertainment, advertisement, and much more. This service has so much data that one can use to run data science projects or build machine learning products. For example, YouTube video comments can be an excellent source of NLP projects. YouTube API enables you to search for videos matching specific search criteria but it might be a bit confusing for some people. This library provides you a very easy interface to extract Youtube video metadata including title, comments, and stats. Hope you enjoy it.
Note- You must setup your credentials before being able to use this library. To learn how to setup credentials, read the link below. This is an excellent post about Youtube API service, and help you step-by-step configure the credentials. You need to pass the FOLDER_PATH of the credentials when you initialize this library.
Extracting YouTube Comments with YouTube API & Python
The library requires the following libraries:
It can be installed using pip:
pip install youtube_api_wrapper
You can search Youtube service using a keyword, and receive an ordered lists of videos according to the search configs.
from youtube_easy_api.easy_wrapper import * easy_wrapper = YoutubeEasyWrapper() easy_wrapper.initialize(credentials_path=CREDENTIALS_PATH) search_keyword = 'python' results = easy_wrapper.search_videos_by_keywords(q=search_keyword, part='id,snippet', type='video', order='relevance') order_id = 0 video_id = results[order_id]['video_id'] print(video_id) '_uQrJ0TkZlc'
You can also extract the metadata of a video by passing its video_id.
from youtube_easy_api.easy_wrapper import * easy_wrapper = YoutubeEasyWrapper() easy_wrapper.initialize(credentials_path=CREDENTIALS_PATH) metadata = easy_wrapper.get_video_details(video_id='rdjnkb4ONWk') print(metadata['title']) 'The Pink Panther Show Episode 59 - Slink Pink'
And, that's pretty much it!
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