Ion News Youtube.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "import pandas as pd\n",
    "import re"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "url='https://www.googleapis.com/youtube/v3/channels?part=statistics&id=UCfZ_tPtZwPu3spoxA1z_PyQ&key=AIzaSyDHjeAZTCSyM8eGwUYenDgXCBx80t6Amo8'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "i=0\n",
    "videoCount=0\n",
    "views=0 \n",
    "likes=0\n",
    "dislikes=0\n",
    "favourite=0\n",
    "comments=0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "r= requests.get(url)\n",
    "json=r.json()\n",
    "json.keys()\n",
    "subs= json['items'][0]['statistics']['subscriberCount']\n",
    "maxvideoCount= json['items'][0]['statistics']['videoCount']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "api_key ='AIzaSyDHjeAZTCSyM8eGwUYenDgXCBx80t6Amo8'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "from apiclient.discovery import build"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "youtube = build('youtube','v3',developerKey=api_key)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "res = youtube.channels().list(id='UCfZ_tPtZwPu3spoxA1z_PyQ',\n",
    "                              part='contentDetails').execute()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "res2 = youtube.channels().list(id='UCfZ_tPtZwrPu3spoxA1z_PyQ', \n",
    "                              part='snippet')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "res = youtube.playlistItems().list(playlistId='UUfZ_tPtZwPu3spoxA1z_PyQ',\n",
    "                                  part='snippet', \n",
    "                                  maxResults=50).execute()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_channel_videos(channel_id): \n",
    "    res= youtube.channels().list(id=channel_id, \n",
    "                                part='contentDetails').execute() \n",
    "    playlist_id = res['items'][0]['contentDetails']['relatedPlaylists']['uploads']\n",
    "    videos=[] \n",
    "    next_page_token= None \n",
    "    while 1 : \n",
    "        res= youtube.playlistItems().list(playlistId=playlist_id, \n",
    "                                         part='snippet',\n",
    "                                         maxResults=50, \n",
    "                                         pageToken=next_page_token).execute() \n",
    "        videos += res['items']\n",
    "        next_page_token= res.get('nextPageToken')\n",
    "        if next_page_token is None : \n",
    "            break\n",
    "    return videos"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "videos= get_channel_videos('UCfZ_tPtZwPu3spoxA1z_PyQ')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "def calculatedate(index):\n",
    " dateTime=videos[index]['snippet']['publishedAt']\n",
    " x = re.search(\"\\d{4}-\\d{2}-\\d{2}\", dateTime)\n",
    " dateonly=x.group()\n",
    " dateonly= dateonly.replace(\"-\",\"\")\n",
    " idateonly= int(dateonly.strip())\n",
    " return idateonly"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "def videoanalytics(videoID):\n",
    " urlVideo='https://www.googleapis.com/youtube/v3/videos?part=statistics&id=' + videoid + '&key=AIzaSyA4jku6G4C0OASRlnfhlp-uvnPtp7j9OFY' \n",
    " rvideo= requests.get(urlVideo)\n",
    " jsonvideo=rvideo.json()\n",
    " return jsonvideo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "def viewcount(jsonfile):\n",
    "    return int(jsonfile['items'][0]['statistics']['viewCount'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "def likecount(jsonfile):\n",
    "    return int(jsonfile['items'][0]['statistics']['likeCount'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "def dislikecount(jsonfile):\n",
    "    return int(jsonfile['items'][0]['statistics']['dislikeCount'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "def favoritecount(jsonfile):\n",
    "    return int(jsonfile['items'][0]['statistics']['favoriteCount'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "def commentcount(jsonfile):\n",
    "    try: \n",
    "        comment=int(jsonfile['items'][0]['statistics']['commentCount']) \n",
    "    except: \n",
    "        comment=0\n",
    "    return comment"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "rDateonly=calculatedate(0)\n",
    "while rDateonly >= 20201221 : \n",
    "      if (rDateonly<=20201231):\n",
    "         videoCount = videoCount + 1\n",
    "         videoid= videos[i]['snippet']['resourceId']['videoId']\n",
    "         jvideo= videoanalytics(videoid)\n",
    "         views= views + viewcount(jvideo)\n",
    "         likes= likes + likecount(jvideo)\n",
    "         dislikes= dislikes + dislikecount(jvideo)\n",
    "         favourite= favourite + favoritecount(jvideo)\n",
    "         comments= comments + commentcount(jvideo)\n",
    "      i= i + 1\n",
    "      rDateonly=calculatedate(i)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of ION videos for that time span: 50\n",
      "Number of ION views for that time span: 137335\n",
      "Number of ION likes for that time span: 1144\n",
      "Number of ION dislikes for that time span: 525\n",
      "Number of ION favourite for that time span: 0\n",
      "Number of ION comments for that time span: 269\n",
      "Total Number of ION Subscribers: 81800\n",
      "Total Number of ION Videos: 11510\n"
     ]
    }
   ],
   "source": [
    "print('Number of ION videos for that time span: ' + str(videoCount))\n",
    "print('Number of ION views for that time span: ' + str(views)) \n",
    "print('Number of ION likes for that time span: ' + str(likes))\n",
    "print('Number of ION dislikes for that time span: ' + str(dislikes))\n",
    "print('Number of ION favourite for that time span: ' + str(favourite))\n",
    "print('Number of ION comments for that time span: ' + str(comments)) \n",
    "print('Total Number of ION Subscribers: '+ subs)\n",
    "print('Total Number of ION Videos: ' + maxvideoCount )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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