week-4/4-api-youtube.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "# import requests\n",
    "# import pandas as pd\n",
    "# from config import YOUTUBE_API_KEY"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "CHANNEL_ID = \"UCLA_DiR1FfKNvjuUpBHmylQ\"\n",
    "pageToken = \"\"\n",
    "url = \"https://www.googleapis.com/youtube/v3/search?key=\"+YOUTUBE_API_KEY+\"&channelId=\"+CHANNEL_ID+\"&part=snippet,id&order=date&maxResults=1000\"+pageToken"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "https://www.googleapis.com/youtube/v3/search?key=AIzaSyDrkzxC3LtyTND9wxKq2ja-0lQO3Tn9jXY&channelId=UCLA_DiR1FfKNvjuUpBHmylQ&part=snippet,id&order=date&maxResults=1000\n"
     ]
    }
   ],
   "source": [
    "print(url)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "response = requests.get(url).json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'kind': 'youtube#searchListResponse',\n",
       " 'etag': 'lX7le4s5U1zfjyiWTJuUnTFXM78',\n",
       " 'nextPageToken': 'CDIQAA',\n",
       " 'regionCode': 'TR',\n",
       " 'pageInfo': {'totalResults': 5881, 'resultsPerPage': 50},\n",
       " 'items': [{'kind': 'youtube#searchResult',\n",
       "   'etag': 'UGlX0_o7MpZ4aoBDNiWCRrJ-fSI',\n",
       "   'id': {'kind': 'youtube#video', 'videoId': 'mZx4DSUzFFQ'},\n",
       "   'snippet': {'publishedAt': '2023-12-16T15:00:29Z',\n",
       "    'channelId': 'UCLA_DiR1FfKNvjuUpBHmylQ',\n",
       "    'title': 'Our Webb Space Telescope’s New Look at an Exploded Star on This Week @NASA – December 15, 2023',\n",
       "    'description': \"Our Webb Space Telescope's new look at an exploded star, teams prepare to install some Moon rocket hardware, and completing ...\",\n",
       "    'thumbnails': {'default': {'url': 'https://i.ytimg.com/vi/mZx4DSUzFFQ/default.jpg',\n",
       "      'width': 120,\n",
       "      'height': 90},\n",
       "     'medium': {'url': 'https://i.ytimg.com/vi/mZx4DSUzFFQ/mqdefault.jpg',\n",
       "      'width': 320,\n",
       "      'height': 180},\n",
       "     'high': {'url': 'https://i.ytimg.com/vi/mZx4DSUzFFQ/hqdefault.jpg',\n",
       "      'width': 480,\n",
       "      'height': 360}},\n",
       "    'channelTitle': 'NASA',\n",
       "    'liveBroadcastContent': 'none',\n",
       "    'publishTime': '2023-12-16T15:00:29Z'}},\n",
       "  {'kind': 'youtube#searchResult',\n",
       "   'etag': '4fBfAk8VuNeS2wFm7U8TPITYXPI',\n",
       "   'id': {'kind': 'youtube#video', 'videoId': 'q3gePeT3yxg'},\n",
       "   'snippet': {'publishedAt': '2023-12-15T21:30:03Z',\n",
       "    'channelId': 'UCLA_DiR1FfKNvjuUpBHmylQ',\n",
       "    'title': 'NASA Sparks Commercial Delivery Service to the Moon',\n",
       "    'description': 'As NASA prepares to send humans back to the Moon, we will send science and technology instruments ahead of time to lay the ...',\n",
       "    'thumbnails': {'default': {'url': 'https://i.ytimg.com/vi/q3gePeT3yxg/default.jpg',\n",
       "      'width': 120,\n",
       "      'height': 90},\n",
       "     'medium': {'url': 'https://i.ytimg.com/vi/q3gePeT3yxg/mqdefault.jpg',\n",
       "      'width': 320,\n",
       "      'height': 180},\n",
       "     'high': {'url': 'https://i.ytimg.com/vi/q3gePeT3yxg/hqdefault.jpg',\n",
       "      'width': 480,\n",
       "      'height': 360}},\n",
       "    'channelTitle': 'NASA',\n",
       "    'liveBroadcastContent': 'none',\n",
       "    'publishTime': '2023-12-15T21:30:03Z'}},\n",
       "  {'kind': 'youtube#searchResult',\n",
       "   'etag': '1CcVpwEsIr_I7ey5PEx-COmvVn4',\n",
       "   'id': {'kind': 'youtube#video', 'videoId': 'lsViB64M7Rk'},\n",
       "   'snippet': {'publishedAt': '2023-12-15T19:54:36Z',\n",
       "    'channelId': 'UCLA_DiR1FfKNvjuUpBHmylQ',\n",
       "    'title': 'POV: Orion Spacecraft Reentry After Artemis I Mission to the Moon',\n",
       "    'description': 'On Dec. 11, 2022, our uncrewed Orion spacecraft re-entered the atmosphere after completing the 1.4-million-mile, 25.5-day ...',\n",
       "    'thumbnails': {'default': {'url': 'https://i.ytimg.com/vi/lsViB64M7Rk/default.jpg',\n",
       "      'width': 120,\n",
       "      'height': 90},\n",
       "     'medium': {'url': 'https://i.ytimg.com/vi/lsViB64M7Rk/mqdefault.jpg',\n",
       "      'width': 320,\n",
       "      'height': 180},\n",
       "     'high': {'url': 'https://i.ytimg.com/vi/lsViB64M7Rk/hqdefault.jpg',\n",
       "      'width': 480,\n",
       "      'height': 360}},\n",
       "    'channelTitle': 'NASA',\n",
       "    'liveBroadcastContent': 'none',\n",
       "    'publishTime': '2023-12-15T19:54:36Z'}},\n",
       "  {'kind': 'youtube#searchResult',\n",
       "   'etag': 'MHOIgvirJZ_yp8tbbgbd0ET3smc',\n",
       "   'id': {'kind': 'youtube#video', 'videoId': 'G4PxxX2UURA'},\n",
       "   'snippet': {'publishedAt': '2023-12-14T14:58:45Z',\n",
       "    'channelId': 'UCLA_DiR1FfKNvjuUpBHmylQ',\n",
       "    'title': 'NASA Explorers Season 6, Episode 5: Sample Return',\n",
       "    'description': \"How does it feel to watch your life's work parachute through the atmosphere? Retrieving the sample of asteroid Bennu is just the ...\",\n",
       "    'thumbnails': {'default': {'url': 'https://i.ytimg.com/vi/G4PxxX2UURA/default.jpg',\n",
       "      'width': 120,\n",
       "      'height': 90},\n",
       "     'medium': {'url': 'https://i.ytimg.com/vi/G4PxxX2UURA/mqdefault.jpg',\n",
       "      'width': 320,\n",
       "      'height': 180},\n",
       "     'high': {'url': 'https://i.ytimg.com/vi/G4PxxX2UURA/hqdefault.jpg',\n",
       "      'width': 480,\n",
       "      'height': 360}},\n",
       "    'channelTitle': 'NASA',\n",
       "    'liveBroadcastContent': 'none',\n",
       "    'publishTime': '2023-12-14T14:58:45Z'}},\n",
       "  {'kind': 'youtube#searchResult',\n",
       "   'etag': 'qXK9N5PuTttcjzvXQVxOiGf49ho',\n",
       "   'id': {'kind': 'youtube#video', 'videoId': 'YQWespzOtzI'},\n",
       "   'snippet': {'publishedAt': '2023-12-12T19:40:26Z',\n",
       "    'channelId': 'UCLA_DiR1FfKNvjuUpBHmylQ',\n",
       "    'title': 'NASA 2023: Nothing is Beyond Our Reach',\n",
       "    'description': \"NASA's mission is to explore the unknown in air and space, innovate for the benefit of humanity, and inspire the world through ...\",\n",
       "    'thumbnails': {'default': {'url': 'https://i.ytimg.com/vi/YQWespzOtzI/default.jpg',\n",
       "      'width': 120,\n",
       "      'height': 90},\n",
       "     'medium': {'url': 'https://i.ytimg.com/vi/YQWespzOtzI/mqdefault.jpg',\n",
       "      'width': 320,\n",
       "      'height': 180},\n",
       "     'high': {'url': 'https://i.ytimg.com/vi/YQWespzOtzI/hqdefault.jpg',\n",
       "      'width': 480,\n",
       "      'height': 360}},\n",
       "    'channelTitle': 'NASA',\n",
       "    'liveBroadcastContent': 'none',\n",
       "    'publishTime': '2023-12-12T19:40:26Z'}},\n",
       "  {'kind': 'youtube#searchResult',\n",
       "   'etag': 'oeSRCmJIVUm5vF-bNEBjzNBgNN0',\n",
       "   'id': {'kind': 'youtube#video', 'videoId': 'f3w8MylCSSc'},\n",
       "   'snippet': {'publishedAt': '2023-12-09T15:00:35Z',\n",
       "    'channelId': 'UCLA_DiR1FfKNvjuUpBHmylQ',\n",
       "    'title': 'The First Images From Our Psyche Spacecraft on This Week @NASA – December 8, 2023',\n",
       "    'description': 'The first images from our Psyche spacecraft, celebrating an anniversary for the space station, and a new tool to help fight climate ...',\n",
       "    'thumbnails': {'default': {'url': 'https://i.ytimg.com/vi/f3w8MylCSSc/default.jpg',\n",
       "      'width': 120,\n",
       "      'height': 90},\n",
       "     'medium': {'url': 'https://i.ytimg.com/vi/f3w8MylCSSc/mqdefault.jpg',\n",
       "      'width': 320,\n",
       "      'height': 180},\n",
       "     'high': {'url': 'https://i.ytimg.com/vi/f3w8MylCSSc/hqdefault.jpg',\n",
       "      'width': 480,\n",
       "      'height': 360}},\n",
       "    'channelTitle': 'NASA',\n",
       "    'liveBroadcastContent': 'none',\n",
       "    'publishTime': '2023-12-09T15:00:35Z'}},\n",
       "  {'kind': 'youtube#searchResult',\n",
       "   'etag': 'HzsIrKHcH9CnosClPxq3Q_0SwoQ',\n",
       "   'id': {'kind': 'youtube#video', 'videoId': 'jPTD2gnZFUw'},\n",
       "   'snippet': {'publishedAt': '2023-11-16T16:14:52Z',\n",
       "    'channelId': 'UCLA_DiR1FfKNvjuUpBHmylQ',\n",
       "    'title': 'Live Video from the International Space Station (Official NASA Stream)',\n",
       "    'description': 'Watch live video from the International Space Station, including inside views when the crew aboard the space station is on duty.',\n",
       "    'thumbnails': {'default': {'url': 'https://i.ytimg.com/vi/jPTD2gnZFUw/default_live.jpg',\n",
       "      'width': 120,\n",
       "      'height': 90},\n",
       "     'medium': {'url': 'https://i.ytimg.com/vi/jPTD2gnZFUw/mqdefault_live.jpg',\n",
       "      'width': 320,\n",
       "      'height': 180},\n",
       "     'high': {'url': 'https://i.ytimg.com/vi/jPTD2gnZFUw/hqdefault_live.jpg',\n",
       "      'width': 480,\n",
       "      'height': 360}},\n",
       "    'channelTitle': 'NASA',\n",
       "    'liveBroadcastContent': 'live',\n",
       "    'publishTime': '2023-11-16T16:14:52Z'}},\n",
       "  {'kind': 'youtube#searchResult',\n",
       "   'etag': '9aOGOySW0tPX_KjdpNeV-_5aimU',\n",
       "   'id': {'kind': 'youtube#video', 'videoId': 'AjnByCGS2Bs'},\n",
       "   'snippet': {'publishedAt': '2023-05-08T01:52:52Z',\n",
       "    'channelId': 'UCLA_DiR1FfKNvjuUpBHmylQ',\n",
       "    'title': 'Launch of Cyclone-Tracking TROPICS CubeSats from New Zealand (Official NASA Broadcast)',\n",
       "    'description': \"Launch of NASA's Time-Resolved Observations of Precipitation structure and storm Intensity with a Constellation of Smallsats ...\",\n",
       "    'thumbnails': {'default': {'url': 'https://i.ytimg.com/vi/AjnByCGS2Bs/default.jpg',\n",
       "      'width': 120,\n",
       "      'height': 90},\n",
       "     'medium': {'url': 'https://i.ytimg.com/vi/AjnByCGS2Bs/mqdefault.jpg',\n",
       "      'width': 320,\n",
       "      'height': 180},\n",
       "     'high': {'url': 'https://i.ytimg.com/vi/AjnByCGS2Bs/hqdefault.jpg',\n",
       "      'width': 480,\n",
       "      'height': 360}},\n",
       "    'channelTitle': 'NASA',\n",
       "    'liveBroadcastContent': 'none',\n",
       "    'publishTime': '2023-05-08T01:52:52Z'}},\n",
       "  {'kind': 'youtube#searchResult',\n",
       "   'etag': 'CrokfkBKW5D6ezwyMjbiCtr-Ids',\n",
       "   'id': {'kind': 'youtube#video', 'videoId': 'dH_VIeB8jvU'},\n",
       "   'snippet': {'publishedAt': '2023-04-23T15:30:07Z',\n",
       "    'channelId': 'UCLA_DiR1FfKNvjuUpBHmylQ',\n",
       "    'title': 'Some News About Our Moon to Mars Architecture on This Week @NASA – April 21, 2023',\n",
       "    'description': 'Some news about our Moon to Mars Architecture, chalk up another one for our frequent flyer on Mars, and yes, this spacecraft ...',\n",
       "    'thumbnails': {'default': {'url': 'https://i.ytimg.com/vi/dH_VIeB8jvU/default.jpg',\n",
       "      'width': 120,\n",
       "      'height': 90},\n",
       "     'medium': {'url': 'https://i.ytimg.com/vi/dH_VIeB8jvU/mqdefault.jpg',\n",
       "      'width': 320,\n",
       "      'height': 180},\n",
       "     'high': {'url': 'https://i.ytimg.com/vi/dH_VIeB8jvU/hqdefault.jpg',\n",
       "      'width': 480,\n",
       "      'height': 360}},\n",
       "    'channelTitle': 'NASA',\n",
       "    'liveBroadcastContent': 'none',\n",
       "    'publishTime': '2023-04-23T15:30:07Z'}},\n",
       "  {'kind': 'youtube#searchResult',\n",
       "   'etag': '-NS0kFv1E0qVlLQ8-fNc2yMc8dQ',\n",
       "   'id': {'kind': 'youtube#video', 'videoId': 'yae96AxH7V0'},\n",
       "   'snippet': {'publishedAt': '2023-03-31T18:44:03Z',\n",
       "    'channelId': 'UCLA_DiR1FfKNvjuUpBHmylQ',\n",
       "    'title': 'Artemis I Path to the Pad: Launch and Recovery',\n",
       "    'description': 'On Nov. 16, 2022, NASA made history with the launch of our Space Launch System (SLS) rocket and Orion spacecraft – our ...',\n",
       "    'thumbnails': {'default': {'url': 'https://i.ytimg.com/vi/yae96AxH7V0/default.jpg',\n",
       "      'width': 120,\n",
       "      'height': 90},\n",
       "     'medium': {'url': 'https://i.ytimg.com/vi/yae96AxH7V0/mqdefault.jpg',\n",
       "      'width': 320,\n",
       "      'height': 180},\n",
       "     'high': {'url': 'https://i.ytimg.com/vi/yae96AxH7V0/hqdefault.jpg',\n",
       "      'width': 480,\n",
       "      'height': 360}},\n",
       "    'channelTitle': 'NASA',\n",
       "    'liveBroadcastContent': 'none',\n",
       "    'publishTime': '2023-03-31T18:44:03Z'}},\n",
       "  {'kind': 'youtube#searchResult',\n",
       "   'etag': 'M0kbHJM7s-A5dtTKtb8rQjyurGQ',\n",
       "   'id': {'kind': 'youtube#video', 'videoId': 'PFbNDSttnPQ'},\n",
       "   'snippet': {'publishedAt': '2023-03-28T21:40:41Z',\n",
       "    'channelId': 'UCLA_DiR1FfKNvjuUpBHmylQ',\n",
       "    'title': 'Artemis II Astronaut Announcement: April 3, 2023 (Official NASA Trailer)',\n",
       "    'description': \"Don't miss it! NASA and CSA (Canadian Space Agency) will announce during an event at 11 a.m. EDT on Monday, April 3, from ...\",\n",
       "    'thumbnails': {'default': {'url': 'https://i.ytimg.com/vi/PFbNDSttnPQ/default.jpg',\n",
       "      'width': 120,\n",
       "      'height': 90},\n",
       "     'medium': {'url': 'https://i.ytimg.com/vi/PFbNDSttnPQ/mqdefault.jpg',\n",
       "      'width': 320,\n",
       "      'height': 180},\n",
       "     'high': {'url': 'https://i.ytimg.com/vi/PFbNDSttnPQ/hqdefault.jpg',\n",
       "      'width': 480,\n",
       "      'height': 360}},\n",
       "    'channelTitle': 'NASA',\n",
       "    'liveBroadcastContent': 'none',\n",
       "    'publishTime': '2023-03-28T21:40:41Z'}},\n",
       "  {'kind': 'youtube#searchResult',\n",
       "   'etag': 'xWMzC3Seyt0Jl_zWvVCTaGej2Bc',\n",
       "   'id': {'kind': 'youtube#video', 'videoId': 'HcTqj30dJYM'},\n",
       "   'snippet': {'publishedAt': '2023-03-15T00:59:56Z',\n",
       "    'channelId': 'UCLA_DiR1FfKNvjuUpBHmylQ',\n",
       "    'title': 'Watch NASA&#39;s SpaceX CRS-27 Cargo Mission Launch to the Space Station (Official NASA Broadcast)',\n",
       "    'description': \"SpaceX's 27th cargo resupply mission (CRS-27) to the International Space Station is scheduled to lift off at 8:30 p.m. EDT on ...\",\n",
       "    'thumbnails': {'default': {'url': 'https://i.ytimg.com/vi/HcTqj30dJYM/default.jpg',\n",
       "      'width': 120,\n",
       "      'height': 90},\n",
       "     'medium': {'url': 'https://i.ytimg.com/vi/HcTqj30dJYM/mqdefault.jpg',\n",
       "      'width': 320,\n",
       "      'height': 180},\n",
       "     'high': {'url': 'https://i.ytimg.com/vi/HcTqj30dJYM/hqdefault.jpg',\n",
       "      'width': 480,\n",
       "      'height': 360}},\n",
       "    'channelTitle': 'NASA',\n",
       "    'liveBroadcastContent': 'none',\n",
       "    'publishTime': '2023-03-15T00:59:56Z'}},\n",
       "  {'kind': 'youtube#searchResult',\n",
       "   'etag': 'djk5R3kQ3bsyfDf1KO865zuqh64',\n",
       "   'id': {'kind': 'youtube#video', 'videoId': 'yTVxELrVfB0'},\n",
       "   'snippet': {'publishedAt': '2023-03-09T20:06:06Z',\n",
       "    'channelId': 'UCLA_DiR1FfKNvjuUpBHmylQ',\n",
       "    'title': '2023 ‘State of NASA’ Address from Administrator Bill Nelson',\n",
       "    'description': 'NASA Administrator Bill Nelson delivers the State of NASA address for 2023. Learn about our plans to explore the Moon and Mars ...',\n",
       "    'thumbnails': {'default': {'url': 'https://i.ytimg.com/vi/yTVxELrVfB0/default.jpg',\n",
       "      'width': 120,\n",
       "      'height': 90},\n",
       "     'medium': {'url': 'https://i.ytimg.com/vi/yTVxELrVfB0/mqdefault.jpg',\n",
       "      'width': 320,\n",
       "      'height': 180},\n",
       "     'high': {'url': 'https://i.ytimg.com/vi/yTVxELrVfB0/hqdefault.jpg',\n",
       "      'width': 480,\n",
       "      'height': 360}},\n",
       "    'channelTitle': 'NASA',\n",
       "    'liveBroadcastContent': 'none',\n",
       "    'publishTime': '2023-03-09T20:06:06Z'}},\n",
       "  {'kind': 'youtube#searchResult',\n",
       "   'etag': 'SYr6RCgLiSEz_VvbYhZBOplRsTw',\n",
       "   'id': {'kind': 'youtube#video', 'videoId': 'G77jdUMUj0Y'},\n",
       "   'snippet': {'publishedAt': '2023-03-04T00:01:04Z',\n",
       "    'channelId': 'UCLA_DiR1FfKNvjuUpBHmylQ',\n",
       "    'title': 'A New Crew Heads to the Space Station on This Week at NASA – March 3, 2023',\n",
       "    'description': 'The next crew heads to the space station, navigating the lunar landscape, and a view to look forward to. A few of the stories to tell ...',\n",
       "    'thumbnails': {'default': {'url': 'https://i.ytimg.com/vi/G77jdUMUj0Y/default.jpg',\n",
       "      'width': 120,\n",
       "      'height': 90},\n",
       "     'medium': {'url': 'https://i.ytimg.com/vi/G77jdUMUj0Y/mqdefault.jpg',\n",
       "      'width': 320,\n",
       "      'height': 180},\n",
       "     'high': {'url': 'https://i.ytimg.com/vi/G77jdUMUj0Y/hqdefault.jpg',\n",
       "      'width': 480,\n",
       "      'height': 360}},\n",
       "    'channelTitle': 'NASA',\n",
       "    'liveBroadcastContent': 'none',\n",
       "    'publishTime': '2023-03-04T00:01:04Z'}},\n",
       "  {'kind': 'youtube#searchResult',\n",
       "   'etag': 'BFXohcug1HZ1LdXuZzE6Z_7sPYc',\n",
       "   'id': {'kind': 'youtube#video', 'videoId': 'pZp5-TFTlIY'},\n",
       "   'snippet': {'publishedAt': '2023-03-03T17:00:40Z',\n",
       "    'channelId': 'UCLA_DiR1FfKNvjuUpBHmylQ',\n",
       "    'title': 'Paul Rudd Explores the Quantum Realm with NASA',\n",
       "    'description': 'Journey into the quantum realm with Paul Rudd! The “Ant-Man and the Wasp: Quantumania” actor and NASA quantum physicist ...',\n",
       "    'thumbnails': {'default': {'url': 'https://i.ytimg.com/vi/pZp5-TFTlIY/default.jpg',\n",
       "      'width': 120,\n",
       "      'height': 90},\n",
       "     'medium': {'url': 'https://i.ytimg.com/vi/pZp5-TFTlIY/mqdefault.jpg',\n",
       "      'width': 320,\n",
       "      'height': 180},\n",
       "     'high': {'url': 'https://i.ytimg.com/vi/pZp5-TFTlIY/hqdefault.jpg',\n",
       "      'width': 480,\n",
       "      'height': 360}},\n",
       "    'channelTitle': 'NASA',\n",
       "    'liveBroadcastContent': 'none',\n",
       "    'publishTime': '2023-03-03T17:00:40Z'}},\n",
       "  {'kind': 'youtube#searchResult',\n",
       "   'etag': '8HfPf6GKeGcJqIE4dnLW89TyDUY',\n",
       "   'id': {'kind': 'youtube#video', 'videoId': 'K6rUDI0MVXI'},\n",
       "   'snippet': {'publishedAt': '2023-02-02T20:58:36Z',\n",
       "    'channelId': 'UCLA_DiR1FfKNvjuUpBHmylQ',\n",
       "    'title': 'NASA&#39;s Artemis I Rocket Launch from Launch Pad 39B Perimeter',\n",
       "    'description': \"On Nov. 16, 2022, the Orion spacecraft launched aboard the Space Launch System (SLS) rocket from NASA's Kennedy Space ...\",\n",
       "    'thumbnails': {'default': {'url': 'https://i.ytimg.com/vi/K6rUDI0MVXI/default.jpg',\n",
       "      'width': 120,\n",
       "      'height': 90},\n",
       "     'medium': {'url': 'https://i.ytimg.com/vi/K6rUDI0MVXI/mqdefault.jpg',\n",
       "      'width': 320,\n",
       "      'height': 180},\n",
       "     'high': {'url': 'https://i.ytimg.com/vi/K6rUDI0MVXI/hqdefault.jpg',\n",
       "      'width': 480,\n",
       "      'height': 360}},\n",
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       "  'title': 'Our Webb Space Telescope’s New Look at an Exploded Star on This Week @NASA – December 15, 2023',\n",
       "  'description': \"Our Webb Space Telescope's new look at an exploded star, teams prepare to install some Moon rocket hardware, and completing ...\",\n",
       "  'thumbnails': {'default': {'url': 'https://i.ytimg.com/vi/mZx4DSUzFFQ/default.jpg',\n",
       "    'width': 120,\n",
       "    'height': 90},\n",
       "   'medium': {'url': 'https://i.ytimg.com/vi/mZx4DSUzFFQ/mqdefault.jpg',\n",
       "    'width': 320,\n",
       "    'height': 180},\n",
       "   'high': {'url': 'https://i.ytimg.com/vi/mZx4DSUzFFQ/hqdefault.jpg',\n",
       "    'width': 480,\n",
       "    'height': 360}},\n",
       "  'channelTitle': 'NASA',\n",
       "  'liveBroadcastContent': 'none',\n",
       "  'publishTime': '2023-12-16T15:00:29Z'}}"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response[\"items\"][0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'mZx4DSUzFFQ'"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response[\"items\"][0]['id']['videoId']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Our Webb Space Telescope’s New Look at an Exploded Star on This Week @NASA – December 15, 2023'"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response[\"items\"][0]['snippet']['title']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'2023-12-16T15:00:29Z'"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response[\"items\"][0]['snippet']['publishedAt']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Our Webb Space Telescope’s New Look at an Exploded Star on This Week @NASA – December 15, 2023\n",
      "mZx4DSUzFFQ\n",
      "2023-12-16\n"
     ]
    }
   ],
   "source": [
    "video_title = response[\"items\"][0]['snippet']['title']\n",
    "video_id = response[\"items\"][0]['id']['videoId']\n",
    "upload_time = response[\"items\"][0]['snippet']['publishedAt']\n",
    "upload_time = str(upload_time).split(\"T\")[0]\n",
    "print(video_title)\n",
    "print(video_id)\n",
    "print(upload_time)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Our Webb Space Telescope’s New Look at an Exploded Star on This Week @NASA – December 15, 2023\n",
      "NASA Sparks Commercial Delivery Service to the Moon\n",
      "POV: Orion Spacecraft Reentry After Artemis I Mission to the Moon\n",
      "NASA Explorers Season 6, Episode 5: Sample Return\n",
      "NASA 2023: Nothing is Beyond Our Reach\n",
      "The First Images From Our Psyche Spacecraft on This Week @NASA – December 8, 2023\n",
      "Live Video from the International Space Station (Official NASA Stream)\n",
      "Launch of Cyclone-Tracking TROPICS CubeSats from New Zealand (Official NASA Broadcast)\n",
      "Some News About Our Moon to Mars Architecture on This Week @NASA – April 21, 2023\n",
      "Artemis I Path to the Pad: Launch and Recovery\n",
      "Artemis II Astronaut Announcement: April 3, 2023 (Official NASA Trailer)\n",
      "Watch NASA&#39;s SpaceX CRS-27 Cargo Mission Launch to the Space Station (Official NASA Broadcast)\n",
      "2023 ‘State of NASA’ Address from Administrator Bill Nelson\n",
      "A New Crew Heads to the Space Station on This Week at NASA – March 3, 2023\n",
      "Paul Rudd Explores the Quantum Realm with NASA\n",
      "NASA&#39;s Artemis I Rocket Launch from Launch Pad 39B Perimeter\n",
      "Is Polar Ice Melting? We Asked a NASA Expert\n",
      "Orion is Back in Florida After Artemis I on This Week at NASA – January 6, 2023\n",
      "NASA in 2023: A Look Ahead\n",
      "An Astronomical and Historic 2022 – What We Did This Year @ NASA – December 23, 2022\n",
      "NASA 2022: A Year of Success\n",
      "NASA Experts Discuss Artemis I Splashdown and Next Steps (Dec. 11, 2022)\n",
      "NASA’s Artemis I Mission Return Trip Lunar Flyby\n",
      "NASA’s Artemis I Mission Begins Departure from Lunar Orbit\n",
      "Ride Along with Artemis Around the Moon (Official NASA Video)\n",
      "Watch NASA’s SpaceX CRS-26 Launch to the Space Station (Official NASA Broadcast - Nov 26, 2022)\n",
      "Apollo to Artemis: NASA Returns to the Moon\n",
      "Artemis I Distant Lunar Orbit Insertion Burn\n",
      "Watch NASA’s SpaceX CRS-26 Launch to the Space Station (Official NASA Broadcast - Nov. 22 Attempt)\n",
      "Artemis I Close Flyby of the Moon\n",
      "The Historic Launch of Our Artemis I Flight Test on This Week @NASA – November 18, 2022\n",
      "Artemis I Launches to the Moon (Official NASA Recap)\n",
      "Earth Views from Artemis I Mission to the Moon\n",
      "Artemis I Trajectory Burn en Route to the Moon\n",
      "Spacewalk Outside the International Space Station with NASA Astronauts Josh Cassada and Frank Rubio\n",
      "NASA’s Artemis I Launch Set to Make History\n",
      "Launch of JPSS-2 Weather Satellite &amp; LOFTID Mars Tech Demo (Official NASA Broadcast)\n",
      "Launch of SS Sally Ride Space Station Supply Mission CRS-18 (Official NASA Broadcast)\n",
      "An Update on Our Artemis I Moon Mission on This Week @NASA – November 4, 2022\n",
      "NASA&#39;s InSight and Mars Reconnaissance Orbiter Team Up to Make Science Discovery (Oct. 27, 2022)\n",
      "The Webb Space Telescope’s New Look at a “Star Factory” on This Week @NASA – October 21, 2022\n",
      "NASA&#39;s SpaceX Crew-4 Mission Returns Home\n",
      "NASA&#39;s SpaceX Crew-4 Mission Undocking from the International Space Station (Official Broadcast)\n",
      "NASA Explorers Season 5, Episode 4: The South Pole\n",
      "Update on DART Mission to Asteroid Dimorphos (NASA News Conference Oct. 11, 2022)\n",
      "NASA Explorers Season 5, Episode 3: Space School\n",
      "Snoopy is Going to Space on NASA&#39;s Artemis I Moon Mission\n",
      "The World’s First-Ever Planetary Defense Test on This Week @NASA – September 30, 2022\n",
      "NASA&#39;s DART Mission Post-Asteroid-Impact News Briefing\n",
      "NASA&#39;s DART Mission to an Asteroid (Official Mission Trailer)\n"
     ]
    }
   ],
   "source": [
    "# for loop in response\n",
    "for video in response[\"items\"]:\n",
    "    if video['id']['kind'] == \"youtube#video\":\n",
    "        video_title = video['snippet']['title']\n",
    "        print(video_title)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "video_id = \"mZx4DSUzFFQ\"\n",
    "video_url_endpoint = \"https://www.googleapis.com/youtube/v3/videos?id=\"+video_id+\"&part=statistics&key=\"+YOUTUBE_API_KEY\n",
    "\n",
    "video_response = requests.get(video_url_endpoint).json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'kind': 'youtube#videoListResponse',\n",
       " 'etag': 'yLW-PEB8b2nWR2G7HJxGxCQY0nM',\n",
       " 'items': [{'kind': 'youtube#video',\n",
       "   'etag': '46L6EAgrGSKCmkLTQJsAPTLPGfo',\n",
       "   'id': 'mZx4DSUzFFQ',\n",
       "   'statistics': {'viewCount': '29220',\n",
       "    'likeCount': '1551',\n",
       "    'favoriteCount': '0'}}],\n",
       " 'pageInfo': {'totalResults': 1, 'resultsPerPage': 1}}"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "video_response"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'viewCount': '29220', 'likeCount': '1551', 'favoriteCount': '0'}"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "video_response[\"items\"][0][\"statistics\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Our Webb Space Telescope’s New Look at an Exploded Star on This Week @NASA – December 15, 2023\n",
      "mZx4DSUzFFQ\n",
      "2023-12-16\n",
      "30169\n",
      "1563\n",
      "\n",
      "\n",
      "NASA Sparks Commercial Delivery Service to the Moon\n",
      "q3gePeT3yxg\n",
      "2023-12-15\n",
      "87860\n",
      "3188\n",
      "\n",
      "\n",
      "POV: Orion Spacecraft Reentry After Artemis I Mission to the Moon\n",
      "lsViB64M7Rk\n",
      "2023-12-15\n",
      "24384\n",
      "2577\n",
      "\n",
      "\n",
      "NASA Explorers Season 6, Episode 5: Sample Return\n",
      "G4PxxX2UURA\n",
      "2023-12-14\n",
      "24350\n",
      "1176\n",
      "\n",
      "\n",
      "NASA 2023: Nothing is Beyond Our Reach\n",
      "YQWespzOtzI\n",
      "2023-12-12\n",
      "65841\n",
      "3003\n",
      "\n",
      "\n",
      "The First Images From Our Psyche Spacecraft on This Week @NASA – December 8, 2023\n",
      "f3w8MylCSSc\n",
      "2023-12-09\n",
      "59206\n",
      "1797\n",
      "\n",
      "\n",
      "Live Video from the International Space Station (Official NASA Stream)\n",
      "jPTD2gnZFUw\n",
      "2023-11-16\n",
      "354428\n",
      "8344\n",
      "\n",
      "\n",
      "Launch of Cyclone-Tracking TROPICS CubeSats from New Zealand (Official NASA Broadcast)\n",
      "AjnByCGS2Bs\n",
      "2023-05-08\n",
      "340154\n",
      "8719\n",
      "\n",
      "\n",
      "Some News About Our Moon to Mars Architecture on This Week @NASA – April 21, 2023\n",
      "dH_VIeB8jvU\n",
      "2023-04-23\n",
      "67427\n",
      "2605\n",
      "\n",
      "\n",
      "Artemis I Path to the Pad: Launch and Recovery\n",
      "yae96AxH7V0\n",
      "2023-03-31\n",
      "227477\n",
      "8378\n",
      "\n",
      "\n",
      "Artemis II Astronaut Announcement: April 3, 2023 (Official NASA Trailer)\n",
      "PFbNDSttnPQ\n",
      "2023-03-28\n",
      "331943\n",
      "14974\n",
      "\n",
      "\n",
      "Watch NASA&#39;s SpaceX CRS-27 Cargo Mission Launch to the Space Station (Official NASA Broadcast)\n",
      "HcTqj30dJYM\n",
      "2023-03-15\n",
      "187499\n",
      "5060\n",
      "\n",
      "\n",
      "2023 ‘State of NASA’ Address from Administrator Bill Nelson\n",
      "yTVxELrVfB0\n",
      "2023-03-09\n",
      "86094\n",
      "3704\n",
      "\n",
      "\n",
      "A New Crew Heads to the Space Station on This Week at NASA – March 3, 2023\n",
      "G77jdUMUj0Y\n",
      "2023-03-04\n",
      "65650\n",
      "2471\n",
      "\n",
      "\n",
      "Paul Rudd Explores the Quantum Realm with NASA\n",
      "pZp5-TFTlIY\n",
      "2023-03-03\n",
      "491947\n",
      "24646\n",
      "\n",
      "\n",
      "NASA&#39;s Artemis I Rocket Launch from Launch Pad 39B Perimeter\n",
      "K6rUDI0MVXI\n",
      "2023-02-02\n",
      "2389667\n",
      "90331\n",
      "\n",
      "\n",
      "Is Polar Ice Melting? We Asked a NASA Expert\n",
      "prACMnIDJ-M\n",
      "2023-02-01\n",
      "68145\n",
      "2155\n",
      "\n",
      "\n",
      "Orion is Back in Florida After Artemis I on This Week at NASA – January 6, 2023\n",
      "gIkA3YkZiH4\n",
      "2023-01-06\n",
      "138753\n",
      "3935\n",
      "\n",
      "\n",
      "NASA in 2023: A Look Ahead\n",
      "KjBisqblTLQ\n",
      "2022-12-31\n",
      "757084\n",
      "33653\n",
      "\n",
      "\n",
      "An Astronomical and Historic 2022 – What We Did This Year @ NASA – December 23, 2022\n",
      "Z5cayPF5qeQ\n",
      "2022-12-23\n",
      "103580\n",
      "3450\n",
      "\n",
      "\n",
      "NASA 2022: A Year of Success\n",
      "FSJC7XvyMXY\n",
      "2022-12-14\n",
      "130569\n",
      "6935\n",
      "\n",
      "\n",
      "NASA Experts Discuss Artemis I Splashdown and Next Steps (Dec. 11, 2022)\n",
      "42KJTR9Kljk\n",
      "2022-12-11\n",
      "136020\n",
      "3025\n",
      "\n",
      "\n",
      "NASA’s Artemis I Mission Return Trip Lunar Flyby\n",
      "ppxaKK9papQ\n",
      "2022-12-05\n",
      "685969\n",
      "14743\n",
      "\n",
      "\n",
      "NASA’s Artemis I Mission Begins Departure from Lunar Orbit\n",
      "2QTg2WXg7FQ\n",
      "2022-12-01\n",
      "216744\n",
      "5171\n",
      "\n",
      "\n",
      "Ride Along with Artemis Around the Moon (Official NASA Video)\n",
      "fNSmLNWyojA\n",
      "2022-11-30\n",
      "257208\n",
      "8423\n",
      "\n",
      "\n",
      "Watch NASA’s SpaceX CRS-26 Launch to the Space Station (Official NASA Broadcast - Nov 26, 2022)\n",
      "XC2FR2Cw3TU\n",
      "2022-11-26\n",
      "285870\n",
      "6872\n",
      "\n",
      "\n",
      "Apollo to Artemis: NASA Returns to the Moon\n",
      "nJhJyZo6h38\n",
      "2022-11-26\n",
      "200441\n",
      "8161\n",
      "\n",
      "\n",
      "Artemis I Distant Lunar Orbit Insertion Burn\n",
      "pDeNo0fQslo\n",
      "2022-11-25\n",
      "450392\n",
      "9335\n",
      "\n",
      "\n",
      "Watch NASA’s SpaceX CRS-26 Launch to the Space Station (Official NASA Broadcast - Nov. 22 Attempt)\n",
      "9lxD1cs8eYU\n",
      "2022-11-22\n",
      "244305\n",
      "5871\n",
      "\n",
      "\n",
      "Artemis I Close Flyby of the Moon\n",
      "BvWtNx3VOUA\n",
      "2022-11-21\n",
      "3026973\n",
      "69697\n",
      "\n",
      "\n",
      "The Historic Launch of Our Artemis I Flight Test on This Week @NASA – November 18, 2022\n",
      "Tbar2FaImJ4\n",
      "2022-11-18\n",
      "110498\n",
      "3557\n",
      "\n",
      "\n",
      "Artemis I Launches to the Moon (Official NASA Recap)\n",
      "mYTvg2abusc\n",
      "2022-11-16\n",
      "297450\n",
      "10112\n",
      "\n",
      "\n",
      "Earth Views from Artemis I Mission to the Moon\n",
      "qxMqWHCTqGM\n",
      "2022-11-16\n",
      "1400339\n",
      "32387\n",
      "\n",
      "\n",
      "Artemis I Trajectory Burn en Route to the Moon\n",
      "5oeJJDGJQiM\n",
      "2022-11-16\n",
      "1402699\n",
      "25898\n",
      "\n",
      "\n",
      "Spacewalk Outside the International Space Station with NASA Astronauts Josh Cassada and Frank Rubio\n",
      "sNvIV3UUcQw\n",
      "2022-11-15\n",
      "391366\n",
      "13267\n",
      "\n",
      "\n",
      "NASA’s Artemis I Launch Set to Make History\n",
      "mog9IyT0CPU\n",
      "2022-11-14\n",
      "200026\n",
      "6845\n",
      "\n",
      "\n",
      "Launch of JPSS-2 Weather Satellite &amp; LOFTID Mars Tech Demo (Official NASA Broadcast)\n",
      "7eSn9_v9Q_8\n",
      "2022-11-10\n",
      "172801\n",
      "6401\n",
      "\n",
      "\n",
      "Launch of SS Sally Ride Space Station Supply Mission CRS-18 (Official NASA Broadcast)\n",
      "l6u90n7sMfI\n",
      "2022-11-07\n",
      "168215\n",
      "5001\n",
      "\n",
      "\n",
      "An Update on Our Artemis I Moon Mission on This Week @NASA – November 4, 2022\n",
      "LdcvDoqVJXk\n",
      "2022-11-04\n",
      "137643\n",
      "4874\n",
      "\n",
      "\n",
      "NASA&#39;s InSight and Mars Reconnaissance Orbiter Team Up to Make Science Discovery (Oct. 27, 2022)\n",
      "z9C4yyqu3yI\n",
      "2022-10-27\n",
      "146946\n",
      "3811\n",
      "\n",
      "\n",
      "The Webb Space Telescope’s New Look at a “Star Factory” on This Week @NASA – October 21, 2022\n",
      "eeuNZTpMdWA\n",
      "2022-10-21\n",
      "102495\n",
      "3775\n",
      "\n",
      "\n",
      "NASA&#39;s SpaceX Crew-4 Mission Returns Home\n",
      "Fd3sh_gTl1c\n",
      "2022-10-14\n",
      "790260\n",
      "13287\n",
      "\n",
      "\n",
      "NASA&#39;s SpaceX Crew-4 Mission Undocking from the International Space Station (Official Broadcast)\n",
      "PS-ps_rVNYc\n",
      "2022-10-14\n",
      "519970\n",
      "8795\n",
      "\n",
      "\n",
      "NASA Explorers Season 5, Episode 4: The South Pole\n",
      "HbDsM6c0R5Y\n",
      "2022-10-12\n",
      "96008\n",
      "2841\n",
      "\n",
      "\n",
      "Update on DART Mission to Asteroid Dimorphos (NASA News Conference Oct. 11, 2022)\n",
      "Zhzn0U2m5wQ\n",
      "2022-10-11\n",
      "167713\n",
      "5780\n",
      "\n",
      "\n",
      "NASA Explorers Season 5, Episode 3: Space School\n",
      "HbT9Xm-R3zc\n",
      "2022-10-05\n",
      "76002\n",
      "2154\n",
      "\n",
      "\n",
      "Snoopy is Going to Space on NASA&#39;s Artemis I Moon Mission\n",
      "40uEMAv3R90\n",
      "2022-10-04\n",
      "214937\n",
      "8389\n",
      "\n",
      "\n",
      "The World’s First-Ever Planetary Defense Test on This Week @NASA – September 30, 2022\n",
      "PcA_LQGFoi8\n",
      "2022-09-30\n",
      "131334\n",
      "4395\n",
      "\n",
      "\n",
      "NASA&#39;s DART Mission Post-Asteroid-Impact News Briefing\n",
      "fsZo1cxMqck\n",
      "2022-09-27\n",
      "441988\n",
      "8604\n",
      "\n",
      "\n",
      "NASA&#39;s DART Mission to an Asteroid (Official Mission Trailer)\n",
      "nHBuVbGkmBY\n",
      "2022-09-26\n",
      "662596\n",
      "10938\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "for video in response['items']:\n",
    "    if video['id']['kind'] == 'youtube#video':\n",
    "        video_title = video['snippet']['title']\n",
    "        video_id = video['id']['videoId']\n",
    "        upload_time = video['snippet']['publishedAt']\n",
    "        upload_date= str(upload_time).split(\"T\")[0]\n",
    "\n",
    "        # collecting video statistics\n",
    "        video_stats_url = \"https://www.googleapis.com/youtube/v3/videos?id=\"+video_id+\"&part=statistics&key=\"+YOUTUBE_API_KEY\n",
    "        video_stats_response = requests.get(video_stats_url).json()\n",
    "\n",
    "        view_count = video_stats_response['items'][0][\"statistics\"][\"viewCount\"]\n",
    "        like_count = video_stats_response['items'][0][\"statistics\"][\"likeCount\"]\n",
    "\n",
    "        print(video_title)\n",
    "        print(video_id)\n",
    "        print(upload_date)\n",
    "        print(view_count)\n",
    "        print(like_count)\n",
    "        print(\"\\n\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.DataFrame(columns=[\"video_id\",\"video_title\",\"upload_date\",\"view_count\",\"like_count\"]) \n",
    "\n",
    "for video in response['items']:\n",
    "    if video['id']['kind'] == 'youtube#video':\n",
    "        video_title = video['snippet']['title']\n",
    "        video_id = video['id']['videoId']\n",
    "        upload_date = video['snippet']['publishedAt']\n",
    "        upload_date= str(upload_date).split(\"T\")[0]\n",
    "\n",
    "        # collecting video statistics\n",
    "        video_stats_url = \"https://www.googleapis.com/youtube/v3/videos?id=\"+video_id+\"&part=statistics&key=\"+YOUTUBE_API_KEY\n",
    "        video_stats_response = requests.get(video_stats_url).json()\n",
    "\n",
    "        view_count = video_stats_response['items'][0][\"statistics\"][\"viewCount\"]\n",
    "        like_count = video_stats_response['items'][0][\"statistics\"][\"likeCount\"]\n",
    "\n",
    "        #save in pandas df\n",
    "        df = df.append({\n",
    "            \"video_id\": video_id,\n",
    "            \"video_title\": video_title,\n",
    "            \"upload_date\": upload_date,\n",
    "            \"view_count\": view_count,\n",
    "            \"like_count\": like_count\n",
    "        }, \n",
    "        ignore_index = True\n",
    "        )"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Creating workflow"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "import pandas as pd\n",
    "import time\n",
    "from config import YOUTUBE_API_KEY"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_video_statistics(video_id, youtube_api_key):\n",
    "    # collecting video statistics\n",
    "    video_stats_url = \"https://www.googleapis.com/youtube/v3/videos?id=\"+video_id+\"&part=statistics&key=\"+youtube_api_key\n",
    "    video_stats_response = requests.get(video_stats_url).json()\n",
    "\n",
    "    view_count = video_stats_response['items'][0][\"statistics\"][\"viewCount\"]\n",
    "    like_count = video_stats_response['items'][0][\"statistics\"][\"likeCount\"]\n",
    "\n",
    "    return view_count, like_count"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_videos_from_channel(df, channel_id, youtube_api_key):\n",
    "    # make API call\n",
    "    pageToken = \"\"\n",
    "    url = \"https://www.googleapis.com/youtube/v3/search?key=\"+youtube_api_key+\"&channelId=\"+channel_id+\"&part=snippet,id&order=date&maxResults=1000\"+pageToken\n",
    "    \n",
    "    response = requests.get(url).json()\n",
    "    time.sleep(3)\n",
    "\n",
    "    for video in response['items']:\n",
    "        if video['id']['kind'] == 'youtube#video':\n",
    "            video_title = video['snippet']['title']\n",
    "            video_id = video['id']['videoId']\n",
    "            upload_date = video['snippet']['publishedAt']\n",
    "            upload_date= str(upload_date).split(\"T\")[0]\n",
    "\n",
    "            view_count, like_count = get_video_statistics(video_id, youtube_api_key)\n",
    "\n",
    "            #save in pandas df\n",
    "            df = df._append({\n",
    "                \"video_id\": video_id,\n",
    "                \"video_title\": video_title,\n",
    "                \"upload_date\": upload_date,\n",
    "                \"view_count\": view_count,\n",
    "                \"like_count\": like_count\n",
    "            }, \n",
    "            ignore_index = True\n",
    "            )\n",
    "    return df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "CHANNEL_ID = \"UCLA_DiR1FfKNvjuUpBHmylQ\"\n",
    "\n",
    "df = pd.DataFrame(columns=[\"video_id\",\"video_title\",\"upload_date\",\"view_count\",\"like_count\"]) \n",
    "youtube_data = get_videos_from_channel(df, CHANNEL_ID, YOUTUBE_API_KEY)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>video_id</th>\n",
       "      <th>video_title</th>\n",
       "      <th>upload_date</th>\n",
       "      <th>view_count</th>\n",
       "      <th>like_count</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>mZx4DSUzFFQ</td>\n",
       "      <td>Our Webb Space Telescope’s New Look at an Expl...</td>\n",
       "      <td>2023-12-16</td>\n",
       "      <td>31132</td>\n",
       "      <td>1583</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>q3gePeT3yxg</td>\n",
       "      <td>NASA Sparks Commercial Delivery Service to the...</td>\n",
       "      <td>2023-12-15</td>\n",
       "      <td>89497</td>\n",
       "      <td>3196</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>lsViB64M7Rk</td>\n",
       "      <td>POV: Orion Spacecraft Reentry After Artemis I ...</td>\n",
       "      <td>2023-12-15</td>\n",
       "      <td>24643</td>\n",
       "      <td>2591</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>G4PxxX2UURA</td>\n",
       "      <td>NASA Explorers Season 6, Episode 5: Sample Return</td>\n",
       "      <td>2023-12-14</td>\n",
       "      <td>24406</td>\n",
       "      <td>1179</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>YQWespzOtzI</td>\n",
       "      <td>NASA 2023: Nothing is Beyond Our Reach</td>\n",
       "      <td>2023-12-12</td>\n",
       "      <td>66037</td>\n",
       "      <td>3011</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      video_id                                        video_title upload_date  \\\n",
       "0  mZx4DSUzFFQ  Our Webb Space Telescope’s New Look at an Expl...  2023-12-16   \n",
       "1  q3gePeT3yxg  NASA Sparks Commercial Delivery Service to the...  2023-12-15   \n",
       "2  lsViB64M7Rk  POV: Orion Spacecraft Reentry After Artemis I ...  2023-12-15   \n",
       "3  G4PxxX2UURA  NASA Explorers Season 6, Episode 5: Sample Return  2023-12-14   \n",
       "4  YQWespzOtzI             NASA 2023: Nothing is Beyond Our Reach  2023-12-12   \n",
       "\n",
       "  view_count like_count  \n",
       "0      31132       1583  \n",
       "1      89497       3196  \n",
       "2      24643       2591  \n",
       "3      24406       1179  \n",
       "4      66037       3011  "
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "youtube_data.head()"
   ]
  }
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