Sentiment_Analysis.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Sentiment_Analysis.ipynb",
      "provenance": [],
      "collapsed_sections": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Tx39QBaC4RnD",
        "outputId": "d6af39c5-d0e3-40f9-ffa2-b5ec369cf8d2"
      },
      "source": [
        "!pip install GoogleNews\n",
        "\n"
      ],
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Requirement already satisfied: GoogleNews in /usr/local/lib/python3.7/dist-packages (1.5.9)\n",
            "Requirement already satisfied: dateparser in /usr/local/lib/python3.7/dist-packages (from GoogleNews) (1.1.0)\n",
            "Requirement already satisfied: python-dateutil in /usr/local/lib/python3.7/dist-packages (from GoogleNews) (2.8.2)\n",
            "Requirement already satisfied: beautifulsoup4 in /usr/local/lib/python3.7/dist-packages (from GoogleNews) (4.6.3)\n",
            "Requirement already satisfied: pytz in /usr/local/lib/python3.7/dist-packages (from dateparser->GoogleNews) (2018.9)\n",
            "Requirement already satisfied: tzlocal in /usr/local/lib/python3.7/dist-packages (from dateparser->GoogleNews) (1.5.1)\n",
            "Requirement already satisfied: regex!=2019.02.19,!=2021.8.27 in /usr/local/lib/python3.7/dist-packages (from dateparser->GoogleNews) (2019.12.20)\n",
            "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.7/dist-packages (from python-dateutil->GoogleNews) (1.15.0)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "daXiRBKIpD4r"
      },
      "source": [
        "from GoogleNews import GoogleNews\n",
        "googlenews = GoogleNews()\n",
        "googlenews.set_lang('en')"
      ],
      "execution_count": 2,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "lpjfgLjppUMs"
      },
      "source": [
        "# Get last 5 years Amazon's google news\n",
        "googlenews.get_news('Amazon')  \n",
        "googlenews.set_time_range('01/01/2016','12/31/2020')  "
      ],
      "execution_count": 3,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "4W_nVyjq406U",
        "outputId": "4867f660-eeca-4e89-aa8e-ae7a2d43d775"
      },
      "source": [
        "results=googlenews.results()\n",
        "results"
      ],
      "execution_count": 4,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "[{'date': '19 hours ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 21, 16, 14, 36, 121005),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/auPh4CAvKUNQfGC0-gUh85j9CSr1U8-ljUpcubGFBGv2vTJskoW6cFNaCH3Ym6SagCpWz2wTwLxri06K24i-ruz8l_PLbBgLvPCoe6yIrGVCmTMcRE3himTO3nOihrLalzRjrdWa-DpKVvx71LTmhdb4eat7OnEdgNJA8An-ZL5d1dUc0QAogkKq25343MzYBVgn_TyIPiR2Uqg3wFRYhZ1GoFVl8R_n318Ah4KiTbQ9kUPyJyudckdjI0egHVINADPGC2QIqgf7y59ojg=s0-w100-h100-dcAWCKJbMH',\n",
              "  'link': 'news.google.com/./articles/CBMiVmh0dHBzOi8vd3d3LmZvb2wuY29tL2ludmVzdGluZy8yMDIxLzEwLzIxL3dhbG1hcnQtb25saW5lLWJ1c2luZXNzLWNoaXAtYXdheS1hdC1hbWF6b24v0gFaaHR0cHM6Ly93d3cuZm9vbC5jb20vYW1wL2ludmVzdGluZy8yMDIxLzEwLzIxL3dhbG1hcnQtb25saW5lLWJ1c2luZXNzLWNoaXAtYXdheS1hdC1hbWF6b24v?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Motley Fool',\n",
              "  'title': \"Walmart's Online Business Continues to Chip Away at Amazon's Dominance\"},\n",
              " {'date': '2 days ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 20, 11, 14, 36, 121644),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/-ZwkrlW86yolRE9Ss5Gs4nl6qK6dUd-YmqoJXU7dMQbzkyNaEwqPI6dzTy0VkoU3Dc9cwDKE-fvJYkYzaqhx3Qp4IiXabSmfZhsFDGjPBZfK8y5uNxyn0REVL3TcjZTSrkZOavt9sjwpt3n-LfrROr59fkVnxkYBLWdjrq-wOX78NkWsEqGMenTgoaVnAy0svpSpoxZVgiluvU3IP2EzPp8H2Hl3WimTJg=s0-w100-h100-dcMWSWcSkJ',\n",
              "  'link': 'news.google.com/./articles/CAIiEPYomVb5HVevTj-qaIri6CMqGQgEKhAIACoHCAow2Nb3CjDivdcCMIrzngY?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'CNBC',\n",
              "  'title': 'Amazon is offering $4,000 bonuses to lure UK workers as Britain faces labor crunch'},\n",
              " {'date': '3 days ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 19, 11, 14, 36, 122279),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/VSJArEq-UyZaZAqeY9KQPibJJ89j16iGaR4fxGUVLH83OczoyFSKECHzTSnWG6ZQZbpQB6PD0mc8vziBJdBXQoCn7oeDLScVeWB-gMsk5w2RVpM0Athn9qdFcZX_mAeuBSPujtMVcbeCp7RZOqBn_fk=s0-w100-h100-dcgQCJDdkD',\n",
              "  'link': 'news.google.com/./articles/CBMiRWh0dHBzOi8vd3d3LnN0YXRuZXdzLmNvbS8yMDIxLzEwLzE5L2FtYXpvbi1sb2JieWluZy1oZWFsdGgtdGVjaC1hcHBzL9IBAA?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'STAT',\n",
              "  'title': \"Hacking third-party health apps & Amazon's lobbying strategy\"},\n",
              " {'date': '17 hours ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 21, 18, 14, 36, 122868),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/yicyQ76DqtpsdN8QyesViBBllSqP06QJRPRpUxSYFGWhyqmMePfPoNw51mZiEQfmlVG0yQ4QmmmfLn0Zahvw1sOI6O5OpwBBIMs4_ntoNgot9nSVFkNUcJ0J2AVDS_3crj3C_fTOfKclSuYKN_dstJ7uVpmCBKk4Ndq1oGq3Sxv94mEcCEgBQtmd=s0-w100-h100-dcAWSS5i1nZEoC',\n",
              "  'link': 'news.google.com/./articles/CAIiEIZqP-azhMhJQbtt8sfHIFcqFwgEKg4IACoGCAow9vBNMK3UCDDE2Z4H?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'NPR',\n",
              "  'title': 'Amazon warehouse workers on Staten Island push for union vote'},\n",
              " {'date': '18 hours ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 21, 17, 14, 36, 123498),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/3fHnUKhWOCVFELFrZqmU14_RqPh6Ysr-cKhdKU78e6IWQbdrGFKLNGaMLVKTP9hxG8lUoTAoXwJtH5BwZfsdujbY7vJgdvA6DksN-C_AljuZHQQT9Wm5tyoRZqsgXISjgrZqRAqAR4WXNoB98am0kZIfAr5eiCbu1lqOwfGoaBn1smxOQ5fzcTmOdOQRWweeHkamxyhTPlRz=s0-w100-h100-dcmTWQSR4J',\n",
              "  'link': 'news.google.com/./articles/CAIiEPFlbwyfjX8RGAaPavTOjNoqGQgEKhAIACoHCAow2Nb3CjDivdcCMJ_d7gU?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'CNBC',\n",
              "  'title': 'Amazon launches in-store pickup option for items from local businesses'},\n",
              " {'date': '6 days ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 16, 11, 14, 36, 124102),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/_EpqOIm6TmbklK-SrQ2S9gAEqrnJCiyV1IHPZGCH_8idAL8XhGAPtnemBbZEzsaaIMA_rCxQhFm4XvGmTy3q7h3quJzQis2vG3Wgc7obZR_EGa6006qMu0chobyOqofoWH1i_Y8rpMhYUZNNWZB7XK4V6qnwwdNZ5pEEs40Eal5ZeYMVWdIgx-0F6C37RZ0EqeGsm70tz81jmM2NGrBI1-XPmgw60lOlV7IOK9f36ldbuyJzThdQ6w=s0-w100-h100-dcAaCEldgD',\n",
              "  'link': 'news.google.com/./articles/CAIiEJbOAAxUDUjd5Mxtb7sm68MqGQgEKhAIACoHCAow5vz_CjDCpIsDMKnz4gU?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Des Moines Register',\n",
              "  'title': \"Plan for massive warehouse Dallas County's Woodward shrouded in Amazon-like secrecy\"},\n",
              " {'date': '13 hours ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 21, 22, 14, 36, 124723),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/0JMxq-obI1Kgh5mHEI7W1XonOJZeVZeS_RLU93DLz9VO2Pg0MLRylYYkgm1QZ7x8ZZPRz1kwjWBrg19JhJQXrjF3OzN8df31v9U2cOQ7cpYqT-__CHy_eaaBgTL-RvidB_pMYo7GZoONBUeuyzIFyITiWdENq9q97vVUkdmZC1KTqGceprr-9grtoQ=s0-w100-h100-dcjSGexpaqNaUC',\n",
              "  'link': 'news.google.com/./articles/CAIiEE4ZNRMf1ALLP1VhxNOe_q4qGQgEKhAIACoHCAowrYaCCzD3xf4CMM2G8gU?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'TODAY',\n",
              "  'title': 'The best sweatshirts and hoodies on Amazon in 2021 - TODAY'},\n",
              " {'date': '3 days ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 19, 11, 14, 36, 125308),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/hrFmiuy6vZ_4-_niYiMmxAaI-SJeNPhfF93__QaE2xC43ofUg15JVVpbHbjGElSnH80yxUlq8KlUrHpltR_r5rBjtWmUGWd6u4yMj9gQxpy-YQMmmtvJ0ZhgLsiNyUYXGCkMyUM8RIUSrlJLDtJoI6MOAEK5UWdyIp2q9-k=s0-w100-h100-dcATCElSCpqdQA',\n",
              "  'link': 'news.google.com/./articles/CAIiELGLhfD1IKbh31TxTpvbAv8qGQgEKhAIACoHCAowy9mECzCqx4EDMMr3gwY?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Tacoma News Tribune',\n",
              "  'title': 'Amazon on seasonal hiring spree as it continues to grow its footprint in Pierce County'},\n",
              " {'date': '8 hours ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 22, 3, 14, 36, 125880),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/TnvL9iSVSt_sUX74F47EcRROlgsevfxBzSdtDPUvueBzIQzXcmHWNuvNCdMkY3c27J0QVJmpnfDw4HMJu5xQbJjMK2eb208Bfi-cixFXHXxDombJv3sFY605eMQIa93_6IWlBJPTRodnmYZmSIJBj0lRO953LjWoT7PWFNtCJE86EqshKAogO_o-Hk_rY4DHuraVDbZGDp0Y06V0FRnIp5hMuA=s0-w100-h100-dchVKOxi4H',\n",
              "  'link': 'news.google.com/./articles/CBMiPmh0dHBzOi8vcGVvcGxlLmNvbS9ob21lL2JhcmUtaG9tZXMtZmxhbm5lbC1zaGVldHMtZGVhbC1hbWF6b24v0gEA?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'PEOPLE.com',\n",
              "  'title': 'The Bare Home Flannel Sheets Set Is on Sale at Amazon | PEOPLE.com'},\n",
              " {'date': '6 hours ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 22, 5, 14, 36, 126456),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/vzNhGexUBFh4pnzii7b21-KJPWJnlJspF1Eg7nXZakQQYKO6wDWwusw7xfIdjxcF33xEQ87rlBUzi2ROx-O0arFxPpqvouGwHCREoJDJfpmk-4gdS0cWmSRuWs9hK2aoKK-X1eM1Z95y8h-xlGALc3PNMiOTBzU=s0-w100-h100-dcAQGMLjlmkQJr7HM',\n",
              "  'link': 'news.google.com/./articles/CBMihQFodHRwczovL3d3dy5yZXV0ZXJzLmNvbS9idXNpbmVzcy9yZXRhaWwtY29uc3VtZXIvYXJiaXRyYXRpb24tcGFuZWwtcmVqZWN0cy1mdXR1cmVzLXBsZWEtcmVsaWFuY2UtZGVhbC1kaXNwdXRlLXdpdGgtYW1hem9uLTIwMjEtMTAtMjIv0gEA?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Reuters',\n",
              "  'title': \"Arbitration panel rejects Future's plea on Reliance deal in dispute with Amazon\"},\n",
              " {'date': '10 days ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 12, 11, 14, 36, 127031),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/AvF6XTAtFej_O-UTX8v3lO2gkzX72l4cM2WB0KCcUcWQGfPxOkDeE2LGr6IhFf5NeQG2ESMGJfmVQjq5Hxyl2U4O-L-AeqPTdRDJzfWHzkgMiOc_Vc_iaB0o7lJgY6NyX8GzrGyHWOL4cVM=s0-w100-h100-dcAQCEw5YK',\n",
              "  'link': 'news.google.com/./articles/CAIiEFYdO_eJfx05l6en3AOwVb4qGQgEKhAIACoHCAowxZacCzDZoLQDMMuK5AY?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Fortune',\n",
              "  'title': 'Amazon Web Services dashboard goes temporarily offline'},\n",
              " {'date': '16 hours ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 21, 19, 14, 36, 127609),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/gK2bydvkqzzAn56bJ1cpcjxJJKBTHSsXeWeEETt68BV0TA0TgeNCok1jYwBKz0wOK4N4alB-kDLwLR7O1X1Yu-eZqRPkTngDh_HEoXlHXaVeiAiG8gtsh85B2V7kFvTDn5p2Ho22-I1wY5cTwg-77ebsvmsJEyv2THV_RQ8qv0vBOZGVO9Tw6lgLO2_hSsZQbdBhr0o3k0LiHjNygfl4qRbjjKDqk43fq_Mqz5yOlbi8y-0Ug6HIuu-q=s0-w100-h100-dcpSSOrRUH',\n",
              "  'link': 'news.google.com/./articles/CBMif2h0dHBzOi8vd3d3LnVzYXRvZGF5LmNvbS9zdG9yeS9tb25leS9yZXZpZXdlZC8yMDIxLzEwLzIxL2JsYWNrLWZyaWRheS0yMDIxLWRlYWxzLXNob3AtZWFybHktYW1hem9uLXdhbG1hcnQtYW5kLW1vcmUvNjExODQxODAwMS_SASdodHRwczovL2FtcC51c2F0b2RheS5jb20vYW1wLzYxMTg0MTgwMDE?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'USA TODAY',\n",
              "  'title': 'Black Friday 2021 deals are here—shop the best early sales at Amazon, Walmart and more'},\n",
              " {'date': 'Yesterday',\n",
              "  'datetime': None,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/gWEStIAohekFGmz136RpD1eZMyJUw6GjsvURJCEdgaL62IUTPFAnJk-4fuu2Zof3Ykvxnfmbm1Xiy3QWAVH3weLazeRWFRegKB29iZ0BM7XPYO1Mr34PpmBbJN0V63FmSEit9NTKgbepNxwKAtefUd-13zlxjY8OVHkM6nMLGWfZXXtF=s0-w100-h100-dcsQSGkI0K',\n",
              "  'link': 'news.google.com/./articles/CAIiEH4TTCOGp7xB8Q1g4ug-2JUqMwgEKioIACIQ0Ngsl2gD7MGd8AM_3BYR7ioUCAoiENDYLJdoA-zBnfADP9wWEe4wk43JBg?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Bankrate.com',\n",
              "  'title': 'Is the Amazon Prime Rewards Visa Signature Card worth it?'},\n",
              " {'date': '3 hours ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 22, 8, 14, 36, 128748),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/GXfLkfanXKOZNWuFXLQOGVTmQRXihX483uRVEyqhj5f4NR5e8zY7viYTaTlRK9BPxO7LeWjwE7lSahz8m2Vr_T0RcD636fw5cBA5tdekRFvUsRHVs9UQ9qo2ijqHsjyZXPXCo_7npSjIDbmWqZ-Ec1YAwA=s0-w100-h100-dcDVCI7LQF',\n",
              "  'link': 'news.google.com/./articles/CBMihwFodHRwczovL3d3dy5uYmNuZXd5b3JrLmNvbS9uZXdzL2xvY2FsL2NyaW1lLWFuZC1jb3VydHMvYW1hem9uLWRlbGl2ZXJ5LWRyaXZlci1nZXRzLWNhcmphY2tlZC10YWtlbi1mb3Itd2lsZC1yaWRlLWluLW5ldy1qZXJzZXkvMzM0MzczNC_SAYsBaHR0cHM6Ly93d3cubmJjbmV3eW9yay5jb20vbmV3cy9sb2NhbC9jcmltZS1hbmQtY291cnRzL2FtYXpvbi1kZWxpdmVyeS1kcml2ZXItZ2V0cy1jYXJqYWNrZWQtdGFrZW4tZm9yLXdpbGQtcmlkZS1pbi1uZXctamVyc2V5LzMzNDM3MzQvP2FtcA?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'NBC New York',\n",
              "  'title': 'Amazon Delivery Driver Gets Carjacked, Taken For Wild Ride in New Jersey'},\n",
              " {'date': '8 days ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 14, 11, 14, 36, 129329),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/KjxJ1WY3GO2Q8OptS_5ZAwjdLLGH3w0Ot5ESjc2_4N3Ke-t6fSg52d4HdJZqbVbkKHZWiZrTqkul3vg-tdKxRV7QirSY4lveOE5M1K2g=s0-w100-h100-dcARGM5pwG',\n",
              "  'link': 'news.google.com/./articles/CAIiEPS4EgJStnDfKecJFKbyHpUqGAgEKg8IACoHCAowjujJATDXzBUwiJS0AQ?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'MarketWatch',\n",
              "  'title': \"Amazon videogame exec on the success of 'New World' and why everyone is chasing Roblox\"},\n",
              " {'date': '11 hours ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 22, 0, 14, 36, 129907),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/wKw8si_pvwJwiwAt3CAOOhjkAv3EttA3RVzmgRkU_X9nx8s24OzbKlcmqR1ZvmLRyEDyc8DrRqRNBwGhElPmB_aCrGiTFo1WqI858TudyPpomyUvVEx0lf_iD5DJYTO-moD1kskUFQ783Qo5Zn_ICBxrwVFGV7pqIkudhSQmvHcA8Tbt1NSrdfWYew2RvAkLfBeLLNM=s0-w100-h100-dcqYSMrrkF',\n",
              "  'link': 'news.google.com/./articles/CAIiEJRsaK5cxJ9_yJtjmiIiwucqGQgEKhAIACoHCAow77zbCjDiq8wBMOul4gY?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Newsweek',\n",
              "  'title': '11 Amazing Affordable Luxury Beauty Products on Amazon'},\n",
              " {'date': '2 days ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 20, 11, 14, 36, 130557),\n",
              "  'desc': 'bookmark_border',\n",
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              "  'title': 'Greenlaw ponies up for OK to develop 177k sf Amazon hub in San Gabriel Valley'},\n",
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              "  'title': 'This Instant Pot is at its lowest-ever price in Amazon’s early Black Friday sales'},\n",
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              "  'title': 'Amazon opens robotics manufacturing facility in Westborough, adds 200 jobs'},\n",
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              "  'img': 'https://lh3.googleusercontent.com/proxy/QdXkhnPcTMMbVNEaDyl3peYqjl5Xm12OUl59Z56n5MRWZ-yEEtiCb_ClI8tN7oLDOqjvkQkH7Zc7hO3iB8Hs_TxZ8DCjGCW6zhisuIOQ_J-6T--wrc_l1tlxoyzC8_dRQEAR9DIqbNIu_4Rk1lgDG-bWtrQWA3GUxpnmGkQz53yStF_zCrSomI_pyUXNT2B-6WfbEPh0r8cCjyBlLIg=s0-w100-h100-dcAQCEbIkC',\n",
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              "  'title': 'Is Amazon Stock a Buy Ahead of Earnings?'},\n",
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              "  'title': 'Microsoft and Amazon reach truce allowing former AWS executive Charlie Bell to start in new role'},\n",
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              "  'site': 'KFGO News',\n",
              "  'title': 'Fargo Amazon Fulfillment Center working on recruitment as it ramps up operations ahead of holidays'},\n",
              " {'date': '17 hours ago',\n",
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              "  'title': 'Low wages, high quotas: Why this Alabama woman took on Amazon'},\n",
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              "  'link': 'news.google.com/./articles/CBMiSGh0dHBzOi8vd3d3LmZhc3Rjb21wYW55LmNvbS85MDY3ODg4NS93aGF0LWl0cy1yZWFsbHktbGlrZS10by1xdWl0LWFtYXpvbtIBAA?hl=en-US&gl=US&ceid=US%3Aen',\n",
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              "  'media': None,\n",
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              "  'title': \"The Amazon's Little Tipping Points: Nearing a point of no return?\"},\n",
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              "  'title': 'Amazon expanding virtual care service to 5 additional cities this year'},\n",
              " {'date': '15 hours ago',\n",
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              "  'link': 'news.google.com/./articles/CBMiP2h0dHBzOi8vd3d3LmZyZWlnaHR3YXZlcy5jb20vbmV3cy9jaGVjay1jYWxsLWFtYXpvbi1nb25lLWdldGNoYdIBQ2h0dHBzOi8vd3d3LmZyZWlnaHR3YXZlcy5jb20vbmV3cy9jaGVjay1jYWxsLWFtYXpvbi1nb25lLWdldGNoYS9hbXA?hl=en-US&gl=US&ceid=US%3Aen',\n",
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              "  'title': 'Check Call: Amazon ‘Gone Getcha’'},\n",
              " {'date': '2 days ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 20, 11, 14, 36, 138324),\n",
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              "  'title': 'The 12.9-inch iPad Pro is $200 off at Amazon right now'},\n",
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              "  'site': 'The Register',\n",
              "  'title': 'Amazon India accused of copying merchant products and juicing search results to sell its own knockoffs'},\n",
              " {'date': '11 hours ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 22, 0, 14, 36, 139534),\n",
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              "  'img': 'https://lh3.googleusercontent.com/proxy/oDdgdGvrqPhaMNTx2Dnrp3bed5t3Bb2Rg5BYkaWmLksQdjG-AGEZqYglvJgb2mrq4L0vafX4jdIoQ894Pk5W_fICA8Z46wxlI1KpoDAjNMqn5IkSb9_hmYk=s0-w100-h100-dcgUCOLaXlmlAB',\n",
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              "  'title': 'Amazon subsidiary Zoox to test fleet of driverless cars in Seattle'},\n",
              " {'date': '4 days ago',\n",
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              "  'link': 'news.google.com/./articles/CAIiEKyaLvVvIBl3Y7R0ais770wqGQgEKhAIACoHCAow2Nb3CjDivdcCMJ_d7gU?hl=en-US&gl=US&ceid=US%3Aen',\n",
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              "  'title': 'Amazon plans to hire 150,000 seasonal staff for the holidays'},\n",
              " {'date': '22 hours ago',\n",
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              "  'link': 'news.google.com/./articles/CAIiEPFkkQbyQI4n58Q5UKHAYucqFQgEKg0IACoGCAowrqkBMKBFMJGBAg?hl=en-US&gl=US&ceid=US%3Aen',\n",
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              "  'site': 'Forbes',\n",
              "  'title': 'Tesco GetGo Learns From Amazon To Debut London Shop-And-Go Store'},\n",
              " {'date': '16 hours ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 21, 19, 14, 36, 141292),\n",
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              "  'link': 'news.google.com/./articles/CAIiEIsnW7jDjBoxDyKdiqv3GHgqMwgEKioIACIQ4K3bcu1ZhhCC9ZYShkRAtioUCAoiEOCt23LtWYYQgvWWEoZEQLYw8PrLBg?hl=en-US&gl=US&ceid=US%3Aen',\n",
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              "  'title': 'Amazon will ban New World players exploiting gold duplication bug'},\n",
              " {'date': '7 hours ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 22, 4, 14, 36, 141857),\n",
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              "  'title': 'Amazon releases LMU student-produced film | LIFE+ARTS | laloyolan.com'},\n",
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              "  'title': 'HURRY: $25 Amazon Smart Plug drops to 99¢ in this epic sale'},\n",
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              "  'title': 'Wheel of Time Is So Huge That Amazon Built Its Own Studio Complex to Make It'},\n",
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              "  'img': 'https://lh3.googleusercontent.com/proxy/g11tL03nOBHTB9v-4np0axCaUySS3-RdsCbV0Zk1s-NhwPGPG_b8ZCpKtYP_I4WAqtO0JyZESN_I0Z5ZioNjLSnYiMDMrXkU4672Ad4ltOB-wrACOfj6S3rRD0uPmPqzzb-gdPE_86ppyUSBbnOmOnwFChI=s0-w100-h100-dcAQA8',\n",
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              "  'title': 'Photographer Sebastião Salgado on why the Amazon is under threat'},\n",
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              " {'date': '9 hours ago',\n",
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              "  'link': 'news.google.com/./articles/CBMiWGh0dHBzOi8vd3d3LmVjb21tZXJjZWJ5dGVzLmNvbS8yMDIxLzEwLzIxL3BheXBhbC1hbmQtYW1hem9uLWZhY2Utc2NydXRpbnktb3Zlci1wYXltZW50cy_SAQA?hl=en-US&gl=US&ceid=US%3Aen',\n",
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              "  'title': 'PayPal and Amazon Face Scrutiny over Payments'},\n",
              " {'date': '18 days ago',\n",
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              "  'link': 'news.google.com/./articles/CAIiEL2IHk42F9FW1ldvVgJCxL0qGQgEKhAIACoHCAowjsP7CjCSpPQCMM_b5QU?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'USA TODAY',\n",
              "  'title': \"Amazon rolls out 'Black Friday-worthy deals' earlier than ever, kicking off holiday shopping\"},\n",
              " {'date': '2 days ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 20, 11, 14, 36, 153097),\n",
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              "  'img': 'https://lh3.googleusercontent.com/proxy/tw0H9lI3Yd-2bN3nQF9Mgx5tlF6JSJsAmnyMgCeVIcv1Fo-H3MhgWuPDDkme_mojGC4kiJMFpk2_7QUcmleF79_qPK6dZS5gGx7-7arHajcD8c4fRkSyuIL5utYt-fu9ukuZ8L9AJK__CENj7sCbPPgZW155qjirOJ282kCUzbT_iUtgJgt_DP-_DS-cB4Hab9cVqYlYENAMZ8orNSFzKx5fUit3fRtDUst8rHPRJA=s0-w100-h100-dcgVCIozRlkWvqkEU',\n",
              "  'link': 'news.google.com/./articles/CAIiEEXFS1-1PRHsSB2snATJibsqFQgEKg0IACoGCAow9YACMKFMMLOpHg?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Kotaku',\n",
              "  'title': \"New World's Economy Is So Busted, Players Are Bartering For Items\"},\n",
              " {'date': '3 days ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 19, 11, 14, 36, 153691),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/6fPmHmKn6-EI6ixWxw5m1AyGh2NvaO3gyzXG392juNH_MAnyUg3wlM7q23kRuwJqFPouQimBXfZ6Z5wdP1wgi-cxHMUBkh8f1BeugeyFzPIYFKlIBoLkYuhPnLyru6jgnO40Ar0khZxeMX367oCIS2rg4KdVnbBGHI1rM48tzDcCsA=s0-w100-h100-dcAWCISdYiJjEp9Io',\n",
              "  'link': 'news.google.com/./articles/CAIiECT1OW05uVZBvAoLuzmjxdwqMwgEKioIACIQnrF9Y2Nj3VqwYcZJ0i8yySoUCAoiEJ6xfWNjY91asGHGSdIvMskwnovlBg?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'PureWow',\n",
              "  'title': '23 TikTok-Famous Products to Try on Amazon Right Now'},\n",
              " {'date': '8 days ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 14, 11, 14, 36, 154320),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/NBif28AvuPVKopyanpPTwSTKFvdtcBPyHpq3r-8znI6N5pzCylIDHBer-xrHx7iX7suar4c0U2vIURPu6aqaszvQ3hwzoFVbFN1czzufJb_WrEc3nR9syuFmGOUlQVzjM76QbkkAlhwwGc9DkQ=s0-w100-h100-dcARCAJa0iTKkqtkw',\n",
              "  'link': 'news.google.com/./articles/CBMiNGh0dHBzOi8vd3d3Lmp1bmdsZXNjb3V0LmNvbS9ibG9nL3doYXQtaXMtYW1hem9uLWZiYS_SAQA?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Jungle Scout',\n",
              "  'title': 'What is Fulfillment By Amazon (FBA)? Definition & Examples'},\n",
              " {'date': '11 days ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 11, 11, 14, 36, 154907),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/g7pH0dFnY-DkV4HYZJjdLFTwb96rUTy2EyhUyd_81AWRifz4uzmOfdV6jBPEQAfAnL9q8iBeq3Co6GFkU7ev7jGfMbY1yzBgsQW-jfYwgiSRJWHw1hWTN6GsFGpRmkbqOBJ6EmYYGBnVnCUb4al9bTRSvupBxbiLtFz9TK23aeIS6O7dKAJJ6E8KwR-l=s0-w100-h100-dcgRiBh9oC',\n",
              "  'link': 'news.google.com/./articles/CAIiEHBuSKk-QLq91uFZNOEIgboqGQgEKhAIACoHCAow2Nb3CjDivdcCMMPf7gU?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'CNBC',\n",
              "  'title': 'Amazon will let managers decide how often employees come into the office'},\n",
              " {'date': '3 days ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 19, 11, 14, 36, 155457),\n",
              "  'desc': 'Opinion',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/8QiydapJ8BqXGzaiQIPOGMLNfJ3EwcBFRFTXrMtZ8DRloMqINXetctuAEQzyDNRs6o2WyiJosshF4D2lHSpJiqVCoVSt07X_h8sRXor3yekX1kn31p9YCeOpkrI34j8-GteBNCaJjONKV-VfpZh7kDE=s0-w100-h100-dcASCEZSwE',\n",
              "  'link': 'news.google.com/./articles/CBMigwFodHRwczovL3d3dy5ldXJhY3Rpdi5jb20vc2VjdGlvbi9lY29ub215LWpvYnMvb3Bpbmlvbi9hLWJsdWVwcmludC1mb3ItcHJpdmF0ZS1hbmQtcHVibGljLXNlY3Rvci1wYXJ0bmVyc2hpcC10by1zdG9wLWNvdW50ZXJmZWl0ZXJzL9IBAA?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'EURACTIV',\n",
              "  'title': \"Amazon's blueprint for private and public sector partnership to stop counterfeiters\"},\n",
              " {'date': 'Sep 30',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/aqHpGH_E7FQsr3-9I7msePN8IRwkoSpj-iQljXvBvWor-SErISDnywoNOzeJRAGsYHkD20oABxdTc5TJEFvjuLPFfOWl4KZogxBI8BFj2Gpdx-90GGAqdDnBDslkIpMSDcdSI6pbKDS0WSUWrnDaRe5W7JlmuJ-Tce7aTaZ0UO4G3WLBDTwC5UsiCKpTSRYaHmkeHGwwbkAAUPztFjNZJTVFlcOsN5ZV5vLo6EOFd8aFKC3ISMba1NJxrUNlk5c=s0-w100-h100-dcAWCSZyroDeoB',\n",
              "  'link': 'news.google.com/./articles/CAIiEDSTFIEPtqk7y-0lp-rL8HcqFwgEKg4IACoGCAow3O8nMMqOBjCt2ugF?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'The Verge',\n",
              "  'title': 'Amazon Basics ripped off accessories, now Amazon is coming for Fitbit, Ecobee, and more'},\n",
              " {'date': 'Sep 23',\n",
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              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/Veytfno7HsaH2V84z8ps9uG7X1vFjPGJIyzz3guCGWriXkUDkR0LjWKLqu48gbH_1P-ALM4GQqa-bN9EXOwRPx8t54MPxQDnATuWUfA=s0-w100-h100-dcLQaOzhEL',\n",
              "  'link': 'news.google.com/./articles/CAIiEBbRKNECORbwMTUZTd2Z8gAqGAgEKg8IACoHCAow1tzJATDnyxUww8rPBg?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'The Wall Street Journal',\n",
              "  'title': 'Mothers Are Postponing the Return to Work. Amazon and Other Companies Are Trying to Bring Them Back.'},\n",
              " {'date': '22 hours ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 21, 13, 14, 36, 157191),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/zu9bVmorT0U_8k-uUG6yLxwvgM1P7vFM7ii7lymcD5-7HgDYLDbxLlh_3YyT-wRejBW8bIkDGPlVVvh1MI1Kk5z6_WMf4J036uOKPWOfUbOBjTXWO_Y3OzEwFS9OzEiZD_K3uwYuwfWSx_aS1KTOJ0hGzC0gR0ifx8VWDFg8gx4LZoaBcaSo0t7lXcurk-_Do8dLrgGrmxuAto0xaIOQw-h5UVmjWQ=s0-w100-h100-dcoaSMrD0F',\n",
              "  'link': 'news.google.com/./articles/CAIiEAmUqNSPjQLfZwCtv2fMP8MqGQgEKhAIACoHCAowwNuFCzDv_4IDMJXSlgY?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Devdiscourse',\n",
              "  'title': 'Meet Amazon Box Stars Who Pick, Pack, Sort and Deliver Your Orders'},\n",
              " {'date': 'Sep 28',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/6J5u6gCMR-cdyE85gE-ozUgXuXA5LVrWpsvJF4_86lJnyxw7ew7rCRq9OtS0supNiaa3gQCV6QKwhzGiSQRLHk5x9AotaQQPFMBMWkmxefQcv8mHZPWa=s0-w100-h100-dcGWOKaykG',\n",
              "  'link': 'news.google.com/./articles/CAIiEM_tq7a211Z-ZW5XOLNh5y4qMwgEKioIACIQ7SNyo2_kBOaP4H9koW3jwSoUCAoiEO0jcqNv5ATmj-B_ZKFt48EwqtfLBg?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': \"Tom's Guide\",\n",
              "  'title': 'Amazon Halo view release date, price, specs and features'},\n",
              " {'date': 'Sep 27',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/bh-YYen0f0bhIIAU85tkgLyJHu_8tLD13njOvQ4ysug3FkMe8VC7y4pgLBINhSW86ttgRbTHnhLCs6KKPkGmMY3J5nSFWceonjPXHH2EBsDIdKTus_drCvat9uTdaQQJt7wqxOZ_F9THK1mfqcwzDLBgcpoIx3WLv5bhuII78qWHwVk-vY4e_YLJNlip1wxqSVXJTOTZKer0nmP5mN8BYnRcFy4KH9Csa92mRpIEkJDtHXt8k_ozzMuKRpvhmpZhqEf6zioLDoXCJRy12dKXDQ=s0-w100-h100-dcFbOSabkG',\n",
              "  'link': 'news.google.com/./articles/CAIiEDnpmJt_DF5hkow8_zEya1wqFggEKg4IACoGCAow3O8nMMqOBjD38Ak?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'The Verge',\n",
              "  'title': 'A new Echo, a drone, and everything else to expect from Amazon’s big hardware event'},\n",
              " {'date': 'Sep 24',\n",
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              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/aLAZPjM73Vt-WL1A-fG84XvPOVy2aayYz8qT0i0w4lKErIL9XR7VsjdHh0Cc-hRS_iZjJuYkQL-yA0cFk_bR5QF7tcRXyvW9XvJ1Ncx-vMc-JTo4nJ9kORMXTaYiqzsu=s0-w100-h100-dckYSQyjEG',\n",
              "  'link': 'news.google.com/./articles/CBMiZGh0dHBzOi8vd3d3LnB5bW50cy5jb20vbmV3cy9yZXRhaWwvMjAyMS93YWxtYXJ0LWNhbmNlbHMtaG9saWRheS1sYXlhd2F5LWFtYXpvbi1leHRlbmRzLWhhbmQtdG8tc21icy_SAWhodHRwczovL3d3dy5weW1udHMuY29tL25ld3MvcmV0YWlsLzIwMjEvd2FsbWFydC1jYW5jZWxzLWhvbGlkYXktbGF5YXdheS1hbWF6b24tZXh0ZW5kcy1oYW5kLXRvLXNtYnMvYW1wLw?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'pymnts.com',\n",
              "  'title': 'AMZN vs. WMT Weekly: Walmart Cancels Holiday Layaway; Amazon Extends a Hand to SMBs'},\n",
              " {'date': 'Sep 25',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/K6pPlekEfivMp2FzaqHpDrpGwpsLQzEL5-VAzzavDQMDURMjydEWOIqXcUeA-D2mW7V2jMyDt_ZuZv2JbsQy2Zz7GraloEz285UjVPeSFNrhzHMzd8UuUlfIFlEkFHIxdIbWASk-0WDCbbx4rneiV0IkoePkrqOn4DhGc7M50H0cEbZuQo9b0VanaOcHsFyr67Qe7jEVGOubyT7tcOfTnAx_LPvpZqrOG9X1vsuWUXy-TF3TdlFORqGlM_TkjwxhZ5DCFHxShJyzv2EYLRRpCtPYRhXm53Cjgw=s0-w100-h100-dcJSWe7JUK',\n",
              "  'link': 'news.google.com/./articles/CAIiELYExOjabSJlLs07V780T5gqGAgEKg8IACoHCAowwOjjAjDp3xsw_oySBw?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Engadget',\n",
              "  'title': 'Amazon says James Bond movies will still be released in theaters'},\n",
              " {'date': 'Sep 28',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/QydhrKYW6eL77iiRQvQC8uFXDl5jrd4V9gDkcqqyPcpnzhasFW4LMbyHrfC0vkPporwBUw63sEejucKjqmLu8D-CePP2iqoxv9hK7_4PQL3X5B3jsKmv4xg_qouACt2i=s0-w100-h100-dcgXSEw6rmarYA',\n",
              "  'link': 'news.google.com/./articles/CAIiEAqrrBqxDhI5eRnkJQGFgbsqFAgEKg0IACoGCAowlIEBMLEXMOc_?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'TechCrunch',\n",
              "  'title': 'Amazon introduces Amazon Glow, an interactive, video calling device for kids and families'},\n",
              " {'date': '10 hours ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 22, 1, 14, 36, 160586),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/YMkuUBqzEsV7bHwfKrfdiBhEV4cTZE_snyQ7O2XWxYQuKl8TrDZHPhVwsswdFqbC2buD87094AGrEzjrf1QWgB_rsZWTb-O_v-i2_zV6HxPusJ3BEdNCG71lnronma0R81rasiO-X2VHgpCf6wB3rhU-j1ZItMBIuMgIHEyyzJYh8jg=s0-w100-h100-dcgXIC',\n",
              "  'link': 'news.google.com/./articles/CAIiEN5o7kQCdo57KozWrRm-1KoqGQgEKhAIACoHCAowmOuFCzCqnoMDMP2CiQY?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'CBS Chicago',\n",
              "  'title': 'Here Are The Hottest Toys Of The 2021 Holiday Season, According To Amazon'},\n",
              " {'date': 'Sep 22',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/XsDY5hlTSmDYEsUWfNLR34inB9ARCrNhaxJxTnOiTYhhpkk7pQCKQojlswDYVv327aRxZJwfjIcNJPvBSUyJ3ZE97cyxQR0cA_cexJh8NJhnw1T_05LacLCl0njE0rq4eeOraA67BYxjpN2K2kK50xgWO5Nw45wbP0MVWp26TJ-qaX5lybCZpoOz5WIqItZZDN-GNJCTuNpwwN-5DBYkG_TgeTY4PBy3k1d_n_DV0lP3HUeFlRJ0aLzFq9QTagJNE-Z36pE1VnkyYXdsSoFK_MH97oXnnUIsXZY=s0-w100-h100-dcATOIMk2keycC',\n",
              "  'link': 'news.google.com/./articles/CAIiECF4U1FseronTz6ceUJzCYgqFggEKg4IACoGCAow3O8nMMqOBjD38Ak?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'The Verge',\n",
              "  'title': 'Why does Amazon make games?'},\n",
              " {'date': '17 hours ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 21, 18, 14, 36, 161874),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/SKucGvg9e2ltOuEieMNN7prGegEhELY_qF3gMhe_VypRp7UqplWP5LD_7bSLiraLs-e1BTwJF46PCFiBplkQ9LEODbNS5ZeKfeHFe01QectAvaWtAnvt7OKJydsx94mk-XavNkGC6Z_cLgWK_wRj3mnp4Sls8DNAm8Fj50HkmnMY7XY=s0-w100-h100-dcnfIM',\n",
              "  'link': 'news.google.com/./articles/CBMiT2h0dHBzOi8vd3d3Lm1pcmFnZW5ld3MuY29tL2hlYWx0aC1pbXBhY3RzLW9mLXNtb2tlLWZyb20tZmlyZXMtaW4tYW1hem9uLTY1NzA3NS_SAQA?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Mirage News',\n",
              "  'title': 'Health impacts of smoke from fires in Amazon'},\n",
              " {'date': 'Sep 30',\n",
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              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/OauqIXsDOuCJzcodbSzMejj_ibT6yxjD0ln1KDSzXvpxwcmvEEkg61lSxh4M_QNASrDrefcewZGlAgGtVuKTqtNgnHUgfzn_kzY5s9ykVEjsHlTa2nmk08Zd-IYcNbNt_HJrF-OgnQzLEhld2qIkWmGSUchnXf995KG4S8U2Sdx-IsfzyKm9ukP6fqVR4-jaoFtZA8dK5YW6sWtE44YU1AqPoGsJ5T56RSpiSM4l6A=s0-w100-h100-dcFWOISTIF',\n",
              "  'link': 'news.google.com/./articles/CAIiEF6sxFK-O2FEWC16vbWPeTYqFQgEKg0IACoGCAow9YACMKFMMLOpHg?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Kotaku',\n",
              "  'title': 'Amazon Is Selling Used Xbox Series Xs At Scalper Markup Prices'},\n",
              " {'date': 'Sep 23',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/KQS9cR3LbZUjoE7RSJsOxIFupbrofzd3d8QqEeTeWRvRkAEEYU_VWhvpIwSvFd2vfF5mFmjoa3zDLWYogu7ROZoFo73dB0FyzZ_Du975Bz80tQxka8hGYSBjhAj5vTEZnbgBJZAgJV1Ys6-CG9q_JN6Qh-YfP1e_yW5LyL8BBNtgeYzo=s0-w100-h100-dcrWSSj6kH',\n",
              "  'link': 'news.google.com/./articles/CAIiEB6W4g9EkVm1-a1Q9fRdZz8qFwgEKg8IACoHCAowyIXgAjCQuhsw0fkk?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'MacRumors',\n",
              "  'title': 'Deals: Amazon Drops Price of New 64GB Wi-Fi iPad to $299.00 for the First Time ($30 Off)'},\n",
              " {'date': '17 days ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 5, 11, 14, 36, 163625),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/5FRxs_TJJg5UUmHOdSlOG8xhG7d2QUXej7qx5m66u95hXuOlBoh4EEsGU5XHXYQVSTphsvcJrd1YcSOwepFWc9G6hxCmIfLySXXyrLg0tfFbdwCPpe2hZ2Y=s0-w100-h100-dcGdSEq1ED',\n",
              "  'link': 'news.google.com/./articles/CBMiVWh0dHBzOi8vd3d3LnNmZ2F0ZS5jb20vc2hvcHBpbmcvYXJ0aWNsZS9EZWNvLUNoZWYtcGl6emEtb3Zlbi1kZWFsLUFtYXpvbi0xNjUwODA5MC5waHDSAVFodHRwczovL3d3dy5zZmdhdGUuY29tL3Nob3BwaW5nL2FtcC9EZWNvLUNoZWYtcGl6emEtb3Zlbi1kZWFsLUFtYXpvbi0xNjUwODA5MC5waHA?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'SFGate',\n",
              "  'title': 'Make wood-fired pizza at home with this 2-in-1 portable pizza oven'},\n",
              " {'date': '15 days ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 7, 11, 14, 36, 164219),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/8dlkUzQEfRpgOCwrqKdbPHhEuSbFUxGdMtnxvH6kaQAMuj7lxmkayXiaJ9Wy_6RBU900JisuTJ_ouM7bBuIOGybFt38AE8qFuIZqnXOhEib8AWExPdsEbVx_jK2SuWGOMFD936hGNx_6Mhn9kZCvY2faYxkDfwi1a2Sk1OFG69Q4qLs6Ke05DI20VyqB8Cgn5zEw7j_NDylZDTWWpMowp7yoJYmARzVuK831TG1LX0K2A8NmEY7asS4qZQoqPyZ1U-CTNyh3BceUMqXPXH32jGMs1Ao_N_isCV_HpXHzRwDMAac=s0-w100-h100-dcAcCC0tQD',\n",
              "  'link': 'news.google.com/./articles/CBMiSmh0dHBzOi8vd3d3LnduZHUuY29tLzIwMjEvMTAvMDcvYW1hem9uLWFubm91bmNlcy1leHBhbnNpb24tZWxraGFydC1jb3VudHkv0gEA?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'WNDU-TV',\n",
              "  'title': 'Amazon announces expansion in Elkhart County'},\n",
              " {'date': 'Sep 28',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/d8IQ-bfi9XqRp1TwMZpFXDOwXEq5ZziN7DdIRp6rjyv0Ocl6OMV7mownQHZLbCjKeXIgnIfr0QeEwiIW2YQg1mrYSlqRldmwVcdzbpASEY3vU64W3GhnLGyXz0CGR2imYrlK-RCohtIrZoWjQ5-X7WXLj9kkoBAGBwg-O_0WgOBAoAeQ69gNYKRlLVhODk858KeUv6tlioRKmx_2GJZd8x9io_Vyqup-l9f-QsC0tpFRAQCbD2OGu7uQ4g=s0-w100-h100-dcHaEO',\n",
              "  'link': 'news.google.com/./articles/CAIiEIkQE4jINvKSHzb5Ji4kaU4qEwgEKgwIACoFCAowgHkwoBEwwjU?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'The Motley Fool',\n",
              "  'title': 'Why Amazon Stock Dropped Today'},\n",
              " {'date': '20 days ago',\n",
              "  'datetime': datetime.datetime(2021, 10, 2, 11, 14, 36, 165342),\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/4hi_8TqhLupIDfqH15FW1iv9xXuS1cYImj8GKSAKVrHG6GukRBOzHfwjVqZ0bMdYdFyUog98YGxh0kwuypiZ5PxShMXIE44za2rpefnYoJqxi3yO8w=s0-w100-h100-dcAVGKpS4nNakB',\n",
              "  'link': 'news.google.com/./articles/CAIiEJVY-fne-7TifA9kCKZduIgqGAgEKg8IACoHCAow3rvTBDD89X4wsLbmBQ?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'The Indian Express',\n",
              "  'title': 'Amazon Great Indian Festival, Flipkart Big Billion Days sales: Check out the best deals here'},\n",
              " {'date': 'Aug 27',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/QhFVFhEoQh8AeowUsZ5RgThszhxNC3O_xCefQKrl_ldyElYlKPmo-OoRP8j8wv6bcEshXCnYCNG5dEDjGeHVYDG0VXk3nu_RzAiXu_1xvmDkrn-tcronnzXQtrbgrFew=s0-w100-h100-dcnUOOCzZmVGgC',\n",
              "  'link': 'news.google.com/./articles/CAIiEJgDnwXqzkVlQbm2iMO3__8qLggEKiUIACIbd3d3LmJ1c2luZXNzaW5zaWRlci5jb20vc2FpKgQICjAMMNfv5wE?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Business Insider',\n",
              "  'title': 'What is it like to work at Amazon? Hiring, firing, performance reviews'},\n",
              " {'date': 'Sep 21',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/k8k0EG4oChupvWGcm_6jkVfB7_UAZDCauSwzq-iMz8iXHCRvlszOnGuvJSb-Ob2MXX0zXWovDq_pPsYO7FUqW7frWpWzu_BiqaVtUUx4MpJK_EZ4wQQ0BIfV7xcs0CL1_naTXax-hrA=s0-w100-h100-dcATCE5SgD',\n",
              "  'link': 'news.google.com/./articles/CAIiEJfp2P76H1Ll-B-B9hVTTgYqGQgEKhAIACoHCAow4uzwCjCF3bsCMIrOrwM?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Bloomberg',\n",
              "  'title': 'Inside Amazon (AMZN) Flagship Fulfillment Center Where Machines Run the Show'},\n",
              " {'date': 'Jul 9',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/Q79VONt7TZjczwu3MZjsFNyyPY-miRXcUQmwHx3prJso84KkSJjQHaRYv0A0GUGOgEB5aQy6KSk2fSsoR2aay5Mcv4HAOixRn-YQYrAz6u7oedwKScJ4ErjXp4sg0hrEMAj-VRfXD4GhsDfld3S3CgsJrQUA=s0-w100-h100-dcCUEG',\n",
              "  'link': 'news.google.com/./articles/CAIiEDQ7uN0NFGmvP-VuElIKawsqGQgEKhAIACoHCAowje6jCzDQ-LsDMIvLhQc?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'The Seattle Times',\n",
              "  'title': 'Amazon tells bosses to conceal when employees are on a performance management plan'},\n",
              " {'date': 'Jul 16',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/irPRLo2LgG2eFHrDeZ1tU_jO2qJFSDEa4ggNIRmJ1OeJJLBO-ltlFsrBsNWqWZiod1ulCk8Kui6zeu7qfd69mX3acLmy1n2sa18Um2XWYMUimZsSNLTdDdRPueHAfD5r89cWfRyhg_5f1lFbmN0bb-Hct5pgczVGF8xz23I=s0-w100-h100-dcMSSIrpkJ',\n",
              "  'link': 'news.google.com/./articles/CAIiEEy-B9KjsHUOCtEV2MQ2moIqGQgEKhAIACoHCAow2Nb3CjDivdcCMPLg7gU?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'CNBC',\n",
              "  'title': '5 of Jeff Bezos’ best lessons for success from his 27 years as Amazon CEO'},\n",
              " {'date': 'Jan 13',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/d7p1b6339szICDHLfB00Bmts9rWn-kPoh7NUjky6vDGr18Hi5zeFbv3pKl4uZL-CcvoXREqdJ7wzLFXtP7tznjToN2mZqSt3A3a0twUv_PJ_pOpVFf_VCyFZeAyVifDCKUdU7fCtKmfsTSpdFEwFWqzSMmEBpC87bBpC0HwOuZc-ZDrY9Yik1UURpCu2qz2TSFSyQO7q11DKUgAMTzukUloFckVbZlpOtxqu4j3rtAQeDJsMmYcySU_KKK8gasGxNJAXyw=s0-w100-h100-dcGVGIKkbkLUkC',\n",
              "  'link': 'news.google.com/./articles/CAIiEEiJrxTNghnuQvNgBxVHrRwqFQgEKg0IACoGCAowrqkBMKBFMKGBAg?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Forbes',\n",
              "  'title': 'Parler And Amazon: When A Business Relationship Cannot Be Saved'},\n",
              " {'date': 'Jun 21',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/ORMtZ-mg7Gn6-4HReehIxFOWLe9oadyhbpTZMttlwwKSvSTOcQmeZ9hK7ONXsbiNGIhsInJroQxh0rGb6Ff4wUWGrizQJSlHwic0ptuymdQ5NPiuW9eIIA7quzjy_w2bQcLvSDDY_kC8-0jAyL3anZE3B5FvP9xoyFKW5AsSsxzdNtfJ0ldFwrlfXw=s0-w100-h100-dcAZGU5rQH',\n",
              "  'link': 'news.google.com/./articles/CAIiEEy3IiM_1IoL03jseByltl0qFwgEKg8IACoHCAowyIXgAjCQuhsw0fkk?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'MacRumors',\n",
              "  'title': 'Amazon Prime Day: The Best Apple Deals'},\n",
              " {'date': 'Sep 21',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/aJF5hWH3fin474YcIcweRyEO375xVrUtDG5_2x28l8RsUyLI0bnRIknxF1Ay6VTbgScTr0KRhncU--NL-RWpCkhjIhD2DdvpuMG5pzUtpgZSeFvFdmK3gJtZGBmCSJCHJiA1ZEfF8VDmn3uAXmQ4ww4A8fbrNcCcys6iRVFVi8XhLjNfB8BZUDSq3DGY4SU=s0-w100-h100-dcEVOK7bkG',\n",
              "  'link': 'news.google.com/./articles/CAIiEPSUJ7fVrJMd4L1K25UPP_IqIwgEKhoIACIQd3d3Lm1hc2hhYmxlLmNvbSoECAowCDDE24MG?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Mashable',\n",
              "  'title': \"Apple's new iPad mini just went on sale for the first time ever\"},\n",
              " {'date': 'Feb 25',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/CNKJC-xCjCjx9iyniFZmoovq5jYFzJPDod_vAGqbIikZA1Oqw-ZPNNmLCEHuAMIupUAhWd1gbH0SCGr5QmWIMaOlMclvJ78NSN5woZ6AovCHCGT5OFrvpCiSe5dmpxZPvyXP5Rx-BApaxF7RT971JVfsPJ4-85WQWPEMmoze7kOlAyhEbJK0xd5Z8HA8tPGNW1OUBypiseF79QkFiTSHEvBqzU0SEsgEYVlOabFuySnt-igDm7AQSH8f_Q=s0-w100-h100-dckQGGpzGlNQAD',\n",
              "  'link': 'news.google.com/./articles/CAIiEEt31Pni1W0cm6eNHdfli1cqFwgEKg4IACoGCAowis8wMLmCBjCfodQD?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'VICE',\n",
              "  'title': \"How to Stop Shopping at Amazon When You Know It's Bad but Do It Anyway\"},\n",
              " {'date': 'Mar 11',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/JUTKJo-JkFOsXwvGXZg9sjbJqJA_2HWH3RoTRhLeE2PZymzFnJ1Z3olqtRwX8FLJ8UT3T639eywUoWhRnmk_INWHXY1vG2wuFSZL45s=s0-w100-h100-dcARCG0JhigUcC',\n",
              "  'link': 'news.google.com/./articles/CAIiECNkhWJoaTWwJlOh5DAUUnQqGAgEKg8IACoHCAow1tzJATDnyxUw_cfPBg?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'The Wall Street Journal',\n",
              "  'title': 'Amazon Won’t Sell Books Framing LGBTQ+ Identities as Mental Illnesses'},\n",
              " {'date': 'Feb 11',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/OPYKaHqEA0qBAloMA7-V9YmzLQfoGmDefrdqcfE5xTUUptEunc5PhRKpBXdYVvnv6B7V2dimy9ATUVWXFAIFLdOCAnW6PDJ5BZ3zwhTyMW7H5GtDtp89gQl0InFjsfX7=s0-w100-h100-dcjTeUphoK',\n",
              "  'link': 'news.google.com/./articles/CAIiECBvlkSWGvkEFoAf-rhgdHcqLQgEKiUIACIbd3d3LmJ1c2luZXNzaW5zaWRlci5jb20vc2FpKgQICjAMMJD-CQ?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Business Insider',\n",
              "  'title': 'How to cancel a Starz subscription on Amazon'},\n",
              " {'date': 'May 21',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/bmmzJhIGCBtb5pzHUgybwi48HvzQglr7zyd61aNtQKtk6ud5YqweK0h1eyXRb0SabvlmZl0kB_CPqy1sqOBNIHMgx3Vuv5Om9ln6l6WI14jGspNrhTnDLmnrki0nzNOUNbtWsWkXlh1kqkMuhfFxJuUElvZC4s9R845YI5aw=s0-w100-h100-dcCQSShYIM',\n",
              "  'link': 'news.google.com/./articles/CAIiED0J0ouv_S8zga_h-wWRLtYqGQgEKhAIACoHCAow2Nb3CjDivdcCMMPf7gU?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'CNBC',\n",
              "  'title': 'Amazon is shutting down its Prime Now fast delivery app'},\n",
              " {'date': 'Jun 1',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/TraGh6dLzVxNkeVYTZqpStPL86-RXTHrDn8SVQ4Ap3IHQ1WI41rkmNTIiadRNhic7UXizlYDF2CJ4iLs1CtoAQhmgmHGATaHk9F6UWI4u2qOQdQcDAMjMSWkpOge31M1tWIkK1I=s0-w100-h100-dclTKQiJYK',\n",
              "  'link': 'news.google.com/./articles/CBMiRGh0dHBzOi8vd3d3LndidXIub3JnL2hlcmVhbmRub3cvMjAyMS8wNi8wMS9hbWF6b24tdW5ib3VuZC1icmFkLXN0b25l0gEA?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Here And Now',\n",
              "  'title': \"'Amazon Unbound' Explores The Rise Of Jeff Bezos' Business Empire\"},\n",
              " {'date': 'Sep 14',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/4CkuvtQVPgNhS4Ln1-e-rCU7MDFwg7eIqUc8Lh4-9k3PA6a-wysj9pyp5N2w8TnIwjfx4EcanlMIn21t_p03DvOeXAMi_womnQdz_wQthesFUcWiHhzV2M_zOtECyi4GywveJXs3GmRtXasrHe5XMYQmgeO2KSM=s0-w100-h100-dciRKS6hkH',\n",
              "  'link': 'news.google.com/./articles/CBMiemh0dHBzOi8vd3d3LnJldXRlcnMuY29tL2J1c2luZXNzL2V4Y2x1c2l2ZS1hbWF6b24taGlrZXMtc3RhcnRpbmctcGF5LTE4LWFuLWhvdXItaXQtaGlyZXMtMTI1MDAwLW1vcmUtbG9naXN0aWNzLTIwMjEtMDktMTQv0gEA?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Reuters',\n",
              "  'title': 'Amazon hikes average U.S. starting pay to $18, hires for 125000 jobs'},\n",
              " {'date': 'Jun 21',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/FIpaHrKrSyy3Zj4zPL6r0lPhiiB2XADtUw8ITDGKMF2BInSJs-SQCcjRxqPjbs2nmLXAkMmAAkho4jkz4_ln6gnipGdfBhpTCjpJayMTMkdyErGCuXOrI07c7LzaR2XhiqWuQxa--IqkF43KIpL2_GKnKqeSP3ipRdW8kvN5R3p36mDrMFb3U4t-s1I7LozCGq9bEoh-QMEfcTYbxGk-ZENgFClxEkpB2Z_-mFlW0TdG-tYRXVY70k4mccEjIt9K2Omm4sUTk-TjAT_WehN14bJr=s0-w100-h100-dcAbCGSLoG',\n",
              "  'link': 'news.google.com/./articles/CBMiR2h0dHBzOi8vd3d3LmNubi5jb20vMjAyMS8wNi8yMS90ZWNoL3dvcmtlcnMtYW1hem9uLXByaW1lLWRheS9pbmRleC5odG1s0gFLaHR0cHM6Ly9hbXAuY25uLmNvbS9jbm4vMjAyMS8wNi8yMS90ZWNoL3dvcmtlcnMtYW1hem9uLXByaW1lLWRheS9pbmRleC5odG1s?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'CNN',\n",
              "  'title': \"What it's really like to be an Amazon warehouse worker during Prime Day\"},\n",
              " {'date': 'Aug 19',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/btCpLxL-VYjFXixGrqlYcTjaroSXeSdRUmNs9LaY4oQpVZFfzl6M9PeeJKwEgoPWooDB3ETm0yS2U_OcxEtHlbdbPjssIHQ0HFFWH_YxFZjiudkXdi0yHXS1fw=s0-w100-h100-dcHbaCC8YE',\n",
              "  'link': 'news.google.com/./articles/CAIiEFOCR1bsleXVelwjMs9irw0qGQgEKhAIACoHCAowr7HbCjC16ssBMIj6qwU?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'GeekWire',\n",
              "  'title': 'How Amazon could be Earth’s best employer: 5 ideas from a logistics pro turned warehouse worker'},\n",
              " {'date': 'Sep 9',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/Gx0lxHFvz5B0DTKy2OV8KQWMIbILUWQvojWMtF7NRcnO3o0Zi52WgJtOa0jvAhXFFTw6YDRWlzaJqwJxj2bKlu3gFVfZ59UBm3mRBBlJ5PcV6fn34gUBdkbpmsWGqQRaDro8ZoDRqJQhH8Dl_Iv11jna4S8tYqcO4RU4bhQpryS_B15Pg14p-jsZwi2_=s0-w100-h100-dcjRGKKr0F',\n",
              "  'link': 'news.google.com/./articles/CAIiEOW2T6wjAFZBmQ_a5fVmAagqGQgEKhAIACoHCAow2Nb3CjDivdcCMP3ungY?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'CNBC',\n",
              "  'title': 'Amazon TVs are coming in October, with prices starting at $370'},\n",
              " {'date': 'Aug 8',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/2j5Yv9xym1HARzTCaof1lcV3Ch5_6qx_WXK8DrzoGaqh18Uvg5ysEjlPQOQAuhSuDR61PNmEY5jgygjai8shnz3rzDTxDJF5UbnYsmM=s0-w100-h100-dcnWSUrK0H',\n",
              "  'link': 'news.google.com/./articles/CAIiEHnQV_haKiuu_GsTji4kA84qGAgEKg8IACoHCAow1tzJATDnyxUwx8rPBg?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'The Wall Street Journal',\n",
              "  'title': 'When Amazon Customers Leave Negative Reviews, Some Sellers Hunt Them Down'},\n",
              " {'date': 'Aug 7',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/YEK09b6PSDuUUNZnpk44EGQtAB6DgXm5goWRqoJOOj7Safe2KQHq79IyBInoF_JI7a5EFxk7zWk0OdfAciWSf2XU_1l0YV7g4V_-RPDQqTykmbZWXpMov6mnPcGrvu0bisv72hg=s0-w100-h100-dcDTGMhiII',\n",
              "  'link': 'news.google.com/./articles/CAIiEPktjKGAEJfimLiZPPJjYC8qGQgEKhAIACoHCAow4uzwCjCF3bsCMIrOrwM?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Bloomberg',\n",
              "  'title': 'Amazon Lottery Offers Vaccinated Workers Cars, $500000 Cash'},\n",
              " {'date': 'Aug 30',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/EfJho5Y6Wm9-Nk-b4GaoRFsdv7I3fApfjiBnD5keXKck1PbvG0WQmUvKA9iCtAQ6hlSfQsUW5S_sli7m4dWhhj-4d0BGLbq0Hy7KQt5Bb1HsssGimFxzITIrBLy3fnbv-666DdjXp9-Uph1-4t-DlQIImJ7jLP3j67hIY2VXToAhptbNf22mjVagV1tisKwQQwhd6z-EKqfpxapS3fkhyagx7HRa8ee8lM-ALiAHaBfLj4lKRZbR_Mgn1SdDWDWIjiI5eQBX=s0-w100-h100-dcARCEpRQD',\n",
              "  'link': 'news.google.com/./articles/CAIiEE792YKfAmkd3A1Utwrh5dwqFwgEKg8IACoHCAowjuuKAzCWrzww9oAY?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'The New York Times',\n",
              "  'title': 'Amazon strikes a deal with Affirm, the buy-now pay-later provider.'},\n",
              " {'date': 'Apr 29',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/qNJnMI1GKt7tOyfoeDeNAwrt5K2UexYX0-yimdxPdnnTzBqixNlm2m8Qmc8gH84O8vhAHssg3iyJ2KxHw5JHaEgWKXCoOo24PRmHN0GfJ2hpIhAHNbbEM-kGUTjwDlcXeAd1G-q1V3EoM55xYi_Y7JI1wM1e3EqGRZGrBLe3=s0-w100-h100-dcNSOMcBUK',\n",
              "  'link': 'news.google.com/./articles/CAIiEOEQjmlBcHFJEuaq7ZIVhtQqGQgEKhAIACoHCAow2Nb3CjDivdcCMMPf7gU?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'CNBC',\n",
              "  'title': \"Amazon's sales surge 44% as it smashes earnings expectations\"},\n",
              " {'date': 'Jul 14',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/hUE7HtDmehF4ala1Sdl6pxxF_PnvyI2BwWYXAPIGm4RGCZF9IbpcScZMVB5w71z6hVenrVPIiaU9ei9Nu7CHM2hU59iSLEXokfTKHOqe8kGDF5fNCv9yqKjNZpUZCNMQzcct=s0-w100-h100-dcAWOMhsoE',\n",
              "  'link': 'news.google.com/./articles/CBMihAFodHRwczovL2Fyc3RlY2huaWNhLmNvbS9pbmZvcm1hdGlvbi10ZWNobm9sb2d5LzIwMjEvMDcvYW1hem9uLWJvdWdodC1mYWNlYm9va3Mtc2F0ZWxsaXRlLXRlYW0tdG8taGVscC1idWlsZC1pdHMtc3RhcmxpbmstY29tcGV0aXRvci_SAYoBaHR0cHM6Ly9hcnN0ZWNobmljYS5jb20vaW5mb3JtYXRpb24tdGVjaG5vbG9neS8yMDIxLzA3L2FtYXpvbi1ib3VnaHQtZmFjZWJvb2tzLXNhdGVsbGl0ZS10ZWFtLXRvLWhlbHAtYnVpbGQtaXRzLXN0YXJsaW5rLWNvbXBldGl0b3IvP2FtcD0x?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Ars Technica',\n",
              "  'title': 'Amazon bought Facebook’s satellite team to help build Starlink competitor'},\n",
              " {'date': 'Jun 28',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/rHQCAdJR-kgAWPkWGqjxPvzc4iNfBJ60hUOZU6BU6CFBobgL8GvWUjBfhvT9jzipnKaCOOHnLuatU-04HTBG7xxqOTqHACg7oc5yK66nutBTTy4idvsLZ_W8691FdJVrVzpSpkFvoJ4=s0-w100-h100-dcqVWIriUI',\n",
              "  'link': 'news.google.com/./articles/CAIiEPDUnzsPRmNKKiE16j30LVQqGQgEKhAIACoHCAow4uzwCjCF3bsCMNGAygM?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Bloomberg',\n",
              "  'title': 'Fired by Bot: Amazon Turns to Machine Managers And Workers Are Losing Out'},\n",
              " {'date': 'Feb 6',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/Z-9qaDgl_791NfRbqTZ6AnKFEE23OGmr_6qR2pYj1WUgJziNb-cd_hJOrgBzFAmaqRHTQF0wIJdEPsvGCkDrteHu2sM6_Pf_W-cA5Ejw-MGl4GqV4IpG3TH7Y5DVD_S2r76y_quys40iW0xqWxjM35RFkZok=s0-w100-h100-dcLVWUrqUH',\n",
              "  'link': 'news.google.com/./articles/CBMinAFodHRwczovL3d3dy5zZWF0dGxldGltZXMuY29tL2J1c2luZXNzL2FtYXpvbi9hcy1pbmNvbWluZy1hbWF6b24tY2VvLWFuZHktamFzc3ktc3RlcHMtaW50by10aGUtbGltZWxpZ2h0LWEtcG9ydHJhaXQtb2YtYS1sZWFkZXItbXVjaC1saWtlLWplZmYtYmV6b3MtZW1lcmdlcy_SAaIBaHR0cHM6Ly93d3cuc2VhdHRsZXRpbWVzLmNvbS9idXNpbmVzcy9hbWF6b24vYXMtaW5jb21pbmctYW1hem9uLWNlby1hbmR5LWphc3N5LXN0ZXBzLWludG8tdGhlLWxpbWVsaWdodC1hLXBvcnRyYWl0LW9mLWEtbGVhZGVyLW11Y2gtbGlrZS1qZWZmLWJlem9zLWVtZXJnZXMvP2FtcD0x?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'The Seattle Times',\n",
              "  'title': 'As incoming Amazon CEO Andy Jassy steps into the limelight, a portrait of a leader much like Jeff Bezos emerges'},\n",
              " {'date': 'Jul 28',\n",
              "  'datetime': nan,\n",
              "  'desc': 'bookmark_border',\n",
              "  'img': 'https://lh3.googleusercontent.com/proxy/OMI7SC_I8ZnV1ZEmaCmrv_kE9h4Y_rwTVesLBgki8dho26lGnBx-lbJoXqIKfTwDl8QlPP3Mis0RzxU7lbe5oU5pE64rOX3IPM4yq60_6ypagmyh_1stFbzuoXBODTJhO7b68af4vjAlHS1tu8eFg3jwAH9COclC6rUegJBsEwIjRr57UsxPBzH8l4uZ9eeXc6fT6fyFX_t-cilhyGO3exAP1Z6TGA=s0-w100-h100-dcGXIa',\n",
              "  'link': 'news.google.com/./articles/CAIiEIfNNkjkfrnq72FRg0amN5gqMwgEKioIACIQaI-KISnONJyMPNSt_eLQTCoUCAoiEGiPiiEpzjScjDzUrf3i0Ewwi6TZBg?hl=en-US&gl=US&ceid=US%3Aen',\n",
              "  'media': None,\n",
              "  'site': 'Investopedia',\n",
              "  'title': \"A Look at Amazon's (AMZN) Big Week\"}]"
            ]
          },
          "metadata": {},
          "execution_count": 4
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "DoIkhyl2pauw",
        "outputId": "affe8719-174e-4e51-e1b0-00e58fd173a8"
      },
      "source": [
        "headlines=googlenews.get_texts()\n",
        "headlines\n",
        "\n",
        "   "
      ],
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "[\"Walmart's Online Business Continues to Chip Away at Amazon's Dominance\",\n",
              " 'Amazon is offering $4,000 bonuses to lure UK workers as Britain faces labor crunch',\n",
              " \"Hacking third-party health apps & Amazon's lobbying strategy\",\n",
              " 'Amazon warehouse workers on Staten Island push for union vote',\n",
              " 'Amazon launches in-store pickup option for items from local businesses',\n",
              " \"Plan for massive warehouse Dallas County's Woodward shrouded in Amazon-like secrecy\",\n",
              " 'The best sweatshirts and hoodies on Amazon in 2021 - TODAY',\n",
              " 'Amazon on seasonal hiring spree as it continues to grow its footprint in Pierce County',\n",
              " 'The Bare Home Flannel Sheets Set Is on Sale at Amazon | PEOPLE.com',\n",
              " \"Arbitration panel rejects Future's plea on Reliance deal in dispute with Amazon\",\n",
              " 'Amazon Web Services dashboard goes temporarily offline',\n",
              " 'Black Friday 2021 deals are here—shop the best early sales at Amazon, Walmart and more',\n",
              " 'Is the Amazon Prime Rewards Visa Signature Card worth it?',\n",
              " 'Amazon Delivery Driver Gets Carjacked, Taken For Wild Ride in New Jersey',\n",
              " \"Amazon videogame exec on the success of 'New World' and why everyone is chasing Roblox\",\n",
              " '11 Amazing Affordable Luxury Beauty Products on Amazon',\n",
              " 'Amazon impersonators stole $27 million in a year. Here’s how',\n",
              " 'Greenlaw ponies up for OK to develop 177k sf Amazon hub in San Gabriel Valley',\n",
              " 'This Instant Pot is at its lowest-ever price in Amazon’s early Black Friday sales',\n",
              " 'ESG will create financial bubbles just like crypto, banking body CEO says',\n",
              " 'Amazon opens robotics manufacturing facility in Westborough, adds 200 jobs',\n",
              " 'Is Amazon Stock a Buy Ahead of Earnings?',\n",
              " 'Microsoft and Amazon reach truce allowing former AWS executive Charlie Bell to start in new role',\n",
              " 'Fargo Amazon Fulfillment Center working on recruitment as it ramps up operations ahead of holidays',\n",
              " 'Low wages, high quotas: Why this Alabama woman took on Amazon',\n",
              " \"There's never been a better time to ditch Amazon. Here's how I did it\",\n",
              " \"The Amazon's Little Tipping Points: Nearing a point of no return?\",\n",
              " 'Amazon expanding virtual care service to 5 additional cities this year',\n",
              " 'Check Call: Amazon ‘Gone Getcha’',\n",
              " 'The 12.9-inch iPad Pro is $200 off at Amazon right now',\n",
              " 'Amazon India accused of copying merchant products and juicing search results to sell its own knockoffs',\n",
              " 'Amazon subsidiary Zoox to test fleet of driverless cars in Seattle',\n",
              " 'Amazon plans to hire 150,000 seasonal staff for the holidays',\n",
              " 'Tesco GetGo Learns From Amazon To Debut London Shop-And-Go Store',\n",
              " 'Amazon will ban New World players exploiting gold duplication bug',\n",
              " 'Amazon releases LMU student-produced film | LIFE+ARTS | laloyolan.com',\n",
              " 'Trump wants his media company to rival Twitter, Netflix and Amazon',\n",
              " 'HURRY: $25 Amazon Smart Plug drops to 99¢ in this epic sale',\n",
              " 'Amazon Scammers Swiped $27M in One Year — Here’s How to Protect Yourself',\n",
              " 'How Thrasio and Perch are building conglomerates atop Amazon',\n",
              " 'Wheel Of Time Showrunner Says Amazon Had 11,000 Notes For Pilot',\n",
              " 'How British Bookstores Took On Amazon and Covid During Pandemic',\n",
              " \"Inside 'Wheel of Time,' Amazon’s Huge Gamble on the Next 'Game of Thrones'\",\n",
              " 'TikTok User Reveals That Amazon Has Collected Thousands Of Short Voice Files About Her',\n",
              " \"'The best I've owned': This popular ergonomic wireless mouse is $10 off at Amazon\",\n",
              " 'Walmart, Amazon, Target tops with US consumers',\n",
              " 'This electronic fairy toy is a hot holiday item, and it’s on sale at Amazon right now',\n",
              " 'Bill Gates says climate tech will produce 8 to 10 Teslas, a Google, an Amazon and a Microsoft',\n",
              " 'Wonder Woman Brings First Transgender Amazon To DC Comics',\n",
              " 'Wheel of Time Is So Huge That Amazon Built Its Own Studio Complex to Make It',\n",
              " 'Photographer Sebastião Salgado on why the Amazon is under threat',\n",
              " 'I found an Amazon folder with thousands of audio recordings from my home gadgets',\n",
              " 'PayPal and Amazon Face Scrutiny over Payments',\n",
              " \"Amazon rolls out 'Black Friday-worthy deals' earlier than ever, kicking off holiday shopping\",\n",
              " \"New World's Economy Is So Busted, Players Are Bartering For Items\",\n",
              " '23 TikTok-Famous Products to Try on Amazon Right Now',\n",
              " 'What is Fulfillment By Amazon (FBA)? Definition & Examples',\n",
              " 'Amazon will let managers decide how often employees come into the office',\n",
              " \"Amazon's blueprint for private and public sector partnership to stop counterfeiters\",\n",
              " 'Amazon Basics ripped off accessories, now Amazon is coming for Fitbit, Ecobee, and more',\n",
              " 'Mothers Are Postponing the Return to Work. Amazon and Other Companies Are Trying to Bring Them Back.',\n",
              " 'Meet Amazon Box Stars Who Pick, Pack, Sort and Deliver Your Orders',\n",
              " 'Amazon Halo view release date, price, specs and features',\n",
              " 'A new Echo, a drone, and everything else to expect from Amazon’s big hardware event',\n",
              " 'AMZN vs. WMT Weekly: Walmart Cancels Holiday Layaway; Amazon Extends a Hand to SMBs',\n",
              " 'Amazon says James Bond movies will still be released in theaters',\n",
              " 'Amazon introduces Amazon Glow, an interactive, video calling device for kids and families',\n",
              " 'Here Are The Hottest Toys Of The 2021 Holiday Season, According To Amazon',\n",
              " 'Why does Amazon make games?',\n",
              " 'Health impacts of smoke from fires in Amazon',\n",
              " 'Amazon Is Selling Used Xbox Series Xs At Scalper Markup Prices',\n",
              " 'Deals: Amazon Drops Price of New 64GB Wi-Fi iPad to $299.00 for the First Time ($30 Off)',\n",
              " 'Make wood-fired pizza at home with this 2-in-1 portable pizza oven',\n",
              " 'Amazon announces expansion in Elkhart County',\n",
              " 'Why Amazon Stock Dropped Today',\n",
              " 'Amazon Great Indian Festival, Flipkart Big Billion Days sales: Check out the best deals here',\n",
              " 'What is it like to work at Amazon? Hiring, firing, performance reviews',\n",
              " 'Inside Amazon (AMZN) Flagship Fulfillment Center Where Machines Run the Show',\n",
              " 'Amazon tells bosses to conceal when employees are on a performance management plan',\n",
              " '5 of Jeff Bezos’ best lessons for success from his 27 years as Amazon CEO',\n",
              " 'Parler And Amazon: When A Business Relationship Cannot Be Saved',\n",
              " 'Amazon Prime Day: The Best Apple Deals',\n",
              " \"Apple's new iPad mini just went on sale for the first time ever\",\n",
              " \"How to Stop Shopping at Amazon When You Know It's Bad but Do It Anyway\",\n",
              " 'Amazon Won’t Sell Books Framing LGBTQ+ Identities as Mental Illnesses',\n",
              " 'How to cancel a Starz subscription on Amazon',\n",
              " 'Amazon is shutting down its Prime Now fast delivery app',\n",
              " \"'Amazon Unbound' Explores The Rise Of Jeff Bezos' Business Empire\",\n",
              " 'Amazon hikes average U.S. starting pay to $18, hires for 125000 jobs',\n",
              " \"What it's really like to be an Amazon warehouse worker during Prime Day\",\n",
              " 'How Amazon could be Earth’s best employer: 5 ideas from a logistics pro turned warehouse worker',\n",
              " 'Amazon TVs are coming in October, with prices starting at $370',\n",
              " 'When Amazon Customers Leave Negative Reviews, Some Sellers Hunt Them Down',\n",
              " 'Amazon Lottery Offers Vaccinated Workers Cars, $500000 Cash',\n",
              " 'Amazon strikes a deal with Affirm, the buy-now pay-later provider.',\n",
              " \"Amazon's sales surge 44% as it smashes earnings expectations\",\n",
              " 'Amazon bought Facebook’s satellite team to help build Starlink competitor',\n",
              " 'Fired by Bot: Amazon Turns to Machine Managers And Workers Are Losing Out',\n",
              " 'As incoming Amazon CEO Andy Jassy steps into the limelight, a portrait of a leader much like Jeff Bezos emerges',\n",
              " \"A Look at Amazon's (AMZN) Big Week\"]"
            ]
          },
          "metadata": {},
          "execution_count": 5
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 423
        },
        "id": "Yklvllkh7Lui",
        "outputId": "24f5dc06-c6be-48e3-91a7-c1a751deb61d"
      },
      "source": [
        "import pandas as pd\n",
        "columns = [ 'Headline']\n",
        "NewsHeadlines = pd.DataFrame(headlines, columns=columns)\n",
        "NewsHeadlines\n"
      ],
      "execution_count": 6,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "      <th>Headline</th>\n",
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              "      <td>Amazon warehouse workers on Staten Island push...</td>\n",
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              "      <td>...</td>\n",
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              "      <td>Fired by Bot: Amazon Turns to Machine Managers...</td>\n",
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              "      <th>98</th>\n",
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              "    <tr>\n",
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            ],
            "text/plain": [
              "                                             Headline\n",
              "0   Walmart's Online Business Continues to Chip Aw...\n",
              "1   Amazon is offering $4,000 bonuses to lure UK w...\n",
              "2   Hacking third-party health apps & Amazon's lob...\n",
              "3   Amazon warehouse workers on Staten Island push...\n",
              "4   Amazon launches in-store pickup option for ite...\n",
              "..                                                ...\n",
              "95  Amazon's sales surge 44% as it smashes earning...\n",
              "96  Amazon bought Facebook’s satellite team to hel...\n",
              "97  Fired by Bot: Amazon Turns to Machine Managers...\n",
              "98  As incoming Amazon CEO Andy Jassy steps into t...\n",
              "99                 A Look at Amazon's (AMZN) Big Week\n",
              "\n",
              "[100 rows x 1 columns]"
            ]
          },
          "metadata": {},
          "execution_count": 6
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "7LvxenyRZx8o",
        "outputId": "d548c4bb-3478-470f-c7ff-47c0caff7c21"
      },
      "source": [
        "import nltk\n",
        "nltk.download('vader_lexicon')\n",
        "from nltk.sentiment.vader import SentimentIntensityAnalyzer"
      ],
      "execution_count": 7,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[nltk_data] Downloading package vader_lexicon to /root/nltk_data...\n",
            "[nltk_data]   Package vader_lexicon is already up-to-date!\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/usr/local/lib/python3.7/dist-packages/nltk/twitter/__init__.py:20: UserWarning: The twython library has not been installed. Some functionality from the twitter package will not be available.\n",
            "  warnings.warn(\"The twython library has not been installed. \"\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "R3jcT8iC7Pb0"
      },
      "source": [
        "analyzer = SentimentIntensityAnalyzer() #Creating a Sentiment Intensity Analyzer object\n"
      ],
      "execution_count": 8,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ec7uhl_g7Vqb"
      },
      "source": [
        "# Use polarity_scores method of Sentiment Intensity Analyzer to get sentiment scores\n",
        "sentiment_scores = NewsHeadlines['Headline'].apply(analyzer.polarity_scores).tolist() # results contains pos, neg, neu, and compound scores."
      ],
      "execution_count": 9,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "pNusWOwrdLxC",
        "outputId": "58a21655-0817-4594-e80f-4bf97a9b162c"
      },
      "source": [
        "sentiment_scores = pd.DataFrame(sentiment_scores)\n",
        "print(\"Overall sentiment dictionary is :\\n  \")\n",
        "print(sentiment_scores)"
      ],
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Overall sentiment dictionary is :\n",
            "  \n",
            "      neg    neu    pos  compound\n",
            "0   0.000  0.833  0.167    0.2023\n",
            "1   0.000  0.694  0.306    0.6486\n",
            "2   0.178  0.822  0.000   -0.0772\n",
            "3   0.000  0.841  0.159    0.1779\n",
            "4   0.000  0.841  0.159    0.1779\n",
            "..    ...    ...    ...       ...\n",
            "95  0.000  1.000  0.000    0.0000\n",
            "96  0.000  0.645  0.355    0.5267\n",
            "97  0.346  0.559  0.095   -0.6705\n",
            "98  0.000  0.792  0.208    0.4939\n",
            "99  0.000  1.000  0.000    0.0000\n",
            "\n",
            "[100 rows x 4 columns]\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "v_OHvwEGtoU0"
      },
      "source": [
        " \n",
        "sentiment_value=[] \n",
        " # decide sentiment as positive, negative and neutral\n",
        "for i in  sentiment_scores['compound']:\n",
        "   \n",
        "    if  i >= 0.05  :\n",
        "        sentiment_value.append( \"Positive\")\n",
        " \n",
        "    elif i  <= - 0.05 :\n",
        "        sentiment_value.append( \"Negative\")\n",
        " \n",
        "    else :\n",
        "        sentiment_value.append(\"Neutral\") \n",
        "   \n",
        "   "
      ],
      "execution_count": 11,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 423
        },
        "id": "tcMu0MHRClZO",
        "outputId": "2f67a434-34a7-4b9a-dc98-64b95efd28b0"
      },
      "source": [
        "NewsHeadlines['Sentiment value']=(sentiment_value)\n",
        "NewsHeadlines"
      ],
      "execution_count": 12,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
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              "        vertical-align: middle;\n",
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              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Headline</th>\n",
              "      <th>Sentiment value</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>Walmart's Online Business Continues to Chip Aw...</td>\n",
              "      <td>Positive</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Amazon is offering $4,000 bonuses to lure UK w...</td>\n",
              "      <td>Positive</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>Hacking third-party health apps &amp; Amazon's lob...</td>\n",
              "      <td>Negative</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>Amazon warehouse workers on Staten Island push...</td>\n",
              "      <td>Positive</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>Amazon launches in-store pickup option for ite...</td>\n",
              "      <td>Positive</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>95</th>\n",
              "      <td>Amazon's sales surge 44% as it smashes earning...</td>\n",
              "      <td>Neutral</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>96</th>\n",
              "      <td>Amazon bought Facebook’s satellite team to hel...</td>\n",
              "      <td>Positive</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>97</th>\n",
              "      <td>Fired by Bot: Amazon Turns to Machine Managers...</td>\n",
              "      <td>Negative</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>98</th>\n",
              "      <td>As incoming Amazon CEO Andy Jassy steps into t...</td>\n",
              "      <td>Positive</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>99</th>\n",
              "      <td>A Look at Amazon's (AMZN) Big Week</td>\n",
              "      <td>Neutral</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>100 rows × 2 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                                             Headline Sentiment value\n",
              "0   Walmart's Online Business Continues to Chip Aw...        Positive\n",
              "1   Amazon is offering $4,000 bonuses to lure UK w...        Positive\n",
              "2   Hacking third-party health apps & Amazon's lob...        Negative\n",
              "3   Amazon warehouse workers on Staten Island push...        Positive\n",
              "4   Amazon launches in-store pickup option for ite...        Positive\n",
              "..                                                ...             ...\n",
              "95  Amazon's sales surge 44% as it smashes earning...         Neutral\n",
              "96  Amazon bought Facebook’s satellite team to hel...        Positive\n",
              "97  Fired by Bot: Amazon Turns to Machine Managers...        Negative\n",
              "98  As incoming Amazon CEO Andy Jassy steps into t...        Positive\n",
              "99                 A Look at Amazon's (AMZN) Big Week         Neutral\n",
              "\n",
              "[100 rows x 2 columns]"
            ]
          },
          "metadata": {},
          "execution_count": 12
        }
      ]
    }
  ]
}