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from apiclient.discovery import build | |
from apiclient.errors import HttpError | |
from oauth2client.tools import argparser | |
import pandas as pd | |
import pprint | |
import matplotlib.pyplot as pd | |
DEVELOPER_KEY = "YOUR_DEVELOPER_KEY_HERE" | |
YOUTUBE_API_SERVICE_NAME = "youtube" | |
YOUTUBE_API_VERSION = "v3" | |
def youtube_search(q, max_results=50,order="relevance", token=None, location=None, location_radius=None): | |
youtube = build(YOUTUBE_API_SERVICE_NAME, YOUTUBE_API_VERSION,developerKey=DEVELOPER_KEY) | |
search_response = youtube.search().list( | |
q=q, | |
type="video", | |
pageToken=token, | |
order = order, | |
part="id,snippet", # Part signifies the different types of data you want | |
maxResults=max_results, | |
location=location, | |
locationRadius=location_radius).execute() | |
title = [] | |
channelId = [] | |
channelTitle = [] | |
categoryId = [] | |
videoId = [] | |
viewCount = [] | |
likeCount = [] | |
dislikeCount = [] | |
commentCount = [] | |
favoriteCount = [] | |
category = [] | |
tags = [] | |
videos = [] | |
for search_result in search_response.get("items", []): | |
if search_result["id"]["kind"] == "youtube#video": | |
title.append(search_result['snippet']['title']) | |
videoId.append(search_result['id']['videoId']) | |
response = youtube.videos().list( | |
part='statistics, snippet', | |
id=search_result['id']['videoId']).execute() | |
channelId.append(response['items'][0]['snippet']['channelId']) | |
channelTitle.append(response['items'][0]['snippet']['channelTitle']) | |
categoryId.append(response['items'][0]['snippet']['categoryId']) | |
favoriteCount.append(response['items'][0]['statistics']['favoriteCount']) | |
viewCount.append(response['items'][0]['statistics']['viewCount']) | |
likeCount.append(response['items'][0]['statistics']['likeCount']) | |
dislikeCount.append(response['items'][0]['statistics']['dislikeCount']) | |
if 'commentCount' in response['items'][0]['statistics'].keys(): | |
commentCount.append(response['items'][0]['statistics']['commentCount']) | |
else: | |
commentCount.append([]) | |
if 'tags' in response['items'][0]['snippet'].keys(): | |
tags.append(response['items'][0]['snippet']['tags']) | |
else: | |
tags.append([]) | |
youtube_dict = {'tags':tags,'channelId': channelId,'channelTitle': channelTitle,'categoryId':categoryId,'title':title,'videoId':videoId,'viewCount':viewCount,'likeCount':likeCount,'dislikeCount':dislikeCount,'commentCount':commentCount,'favoriteCount':favoriteCount} | |
return youtube_dict | |
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