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 this link: Extracting YouTube Comments with YouTube API & Python.
This is an excellent post about Youtube API service, and help you step-by-step configure the credentials. You need to
CREDENTIALS_PATH when you want to initialize the
youtube-easy-api library. For more information, you can
look at the examples below.
The library requires the following libraries:
It can be installed using pip:
pip install youtube-easy-api
Make sure the
pip is upgraded to the latest version.
The library currently support the method below.
You can search Youtube service by passing a
keyword to the
search_videos_by_keywords method. You will 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 = 1 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 to the method
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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