Datacleaning_Channels.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "code",
      "source": [
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "from google.colab import drive\n",
        "drive.mount('/content/drive')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "IpekZ1VSocqH",
        "outputId": "9028ec69-0e8a-40d4-b4f3-0c1ab7334981"
      },
      "execution_count": 79,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Drive already mounted at /content/drive; to attempt to forcibly remount, call drive.mount(\"/content/drive\", force_remount=True).\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import numpy as np\n",
        "import pandas as pd\n",
        "import matplotlib.pyplot as plt"
      ],
      "metadata": {
        "id": "zqHXUlqRpJhJ"
      },
      "execution_count": 80,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "channel_data = \"/content/drive/MyDrive/Datahack/dataset_datahack_channels.csv\"\n",
        "videos_data = \"/content/drive/MyDrive/Datahack/dataset_datahack_videos.csv\""
      ],
      "metadata": {
        "id": "ow9qkeNjpNR_"
      },
      "execution_count": 81,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "df2 = pd.read_csv(channel_data)\n",
        "df2"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "Xnvq1t9Zpl-4",
        "outputId": "6077df47-c70d-4b50-e940-0e5c94636e94"
      },
      "execution_count": 82,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "    Unnamed: 0.1  Unnamed: 0                channel_id  \\\n",
              "0              0           0  UCn_l37ETRGxVsVqPAZM-y7w   \n",
              "1              1           1  UCg3811K2k6ZW0T9wrUyq7UQ   \n",
              "2              2           2  UCO1-i4iqe_Kg0B-nwt5W0Gg   \n",
              "3              3           3  UC6AhmVhClcDx2RPsFFw_fAA   \n",
              "4              4           4  UC5v-gTzCpaY257sxx-8P_-Q   \n",
              "5              5           5  UCHOrSFKttbAKpcyjnBfVqkw   \n",
              "6              6           6  UCQRSY8W2A1DST5qtm8NNhMA   \n",
              "7              7           7  UC2IuURiiASwNigfQJtXiRdQ   \n",
              "8              8           8  UC8k6b-QBPW79SOvO4C9hBOQ   \n",
              "9              9           9  UCo-61NMiPlPP6er3I9AcDvw   \n",
              "10            10          10  UCmVATZGddUN9Xj4NLoSzYcw   \n",
              "11            11          11  UCNzn3WhDLAfulMSzFzqhqTw   \n",
              "12            12          12  UCLHAyQ3M3Y-GWF3Pov1mFfw   \n",
              "13            13          13  UCY5pmgVzfxBXHBjnRnP-alQ   \n",
              "14            14          14  UC1_-cyLlwnmTAesbMgruDpQ   \n",
              "15            15          15  UC9cpGw2hVv-6G-76HO22jQg   \n",
              "16            16          16  UCdSZKaL2R4y-ZX5W57sf2rQ   \n",
              "17            17          17  UCJihyK0A38SZ6SdJirEdIOw   \n",
              "18            18          18  UCDYDsnf5-sljDu8s4GEvJPw   \n",
              "19            19          19  UCE_uu-BpfKPx8a-sjwBy-rA   \n",
              "20            20          20  UC3LtEVr13vCHJti1nYv_bFw   \n",
              "21            21          21  UCkxqJvZRzhM0oaBjbu3ZjFg   \n",
              "22            22          22  UCRzYN32xtBf3Yxsx5BvJWJw   \n",
              "23            23          23  UCWP4FTfQYQ5kaNzfUaiZT9A   \n",
              "24            24          24  UCFIgitcrfwvpmAhRp5OKZVw   \n",
              "25            25          25  UCe3qdG0A_gr-sEdat5y2twQ   \n",
              "26            26          26  UCwAdQUuPT6laN-AQR17fe1g   \n",
              "27            27          27  UCwVEhEzsjLym_u1he4XWFkg   \n",
              "28            28          28  UCkOtNAT3-B2rAPEleWaytrA   \n",
              "29            29          29  UCrpsOBek4n-CQEckzt8AIvQ   \n",
              "30            30          30  UC1A_QwNdwuIXCn61QqdcQwg   \n",
              "31            31          31  UCW24Wt4EgHpuktSW6XAnt2g   \n",
              "32            32          32  UCO8VhmV2Jhj7oBUGfiLxvow   \n",
              "33            33          33  UCNn6AaHharXIbkRleXGboiQ   \n",
              "34            34          34  UCqgdGSJPEKCGwElnwnKGE6Q   \n",
              "35            35          35  UCDKDG2S_vHO5ylo_APTPS7w   \n",
              "36            36          36  UCIsEhwBMPkRHsEgqYAPQHsA   \n",
              "37            37          37  UCzgCuuPQa1nMlZP9ruPYDNw   \n",
              "38            38          38  UCLkAGBKrHFGS6fg10-w-KsQ   \n",
              "39            39          39  UCfhbydY40P2Lli9HuBz8cdA   \n",
              "40            40          40  UCWZtQWpe1C2AksuJ5_eCMAQ   \n",
              "41            41          41  UC7adUjW8qMUsqO4HHTbwKgg   \n",
              "42            42          42  UCynZMv6CDy7glTEuQ7up5nA   \n",
              "43            43          43  UCYLS9TSah19IsB8yyUpiDzg   \n",
              "44            44          44  UC1GV2cARf3nSuxdav2JiOCQ   \n",
              "45            45          45  UCAov2BBv1ZJav0c_yHEciAw   \n",
              "46            46          46  UCJCDyiH2d2Tcy6SymCGYjlw   \n",
              "47            47          47  UChZ0JmGgyOWSU-1iXxPhsVA   \n",
              "48            48          48  UC8mlgT6I0aSexwFPsOgMG_g   \n",
              "49            49          49  UCM-yUTYGmrNvKOCcAl21g3w   \n",
              "\n",
              "                   channel_title  \\\n",
              "0                        Onkiify   \n",
              "1             Boyzz World Gaming   \n",
              "2                   Majnu Gaming   \n",
              "3                       SELEM YT   \n",
              "4                    Paglaa Tech   \n",
              "5                  Prabhat Gamer   \n",
              "6                    SUBHAM HORE   \n",
              "7             SILENT GIRL GAMING   \n",
              "8                  Ziyan Ki Gang   \n",
              "9          Comedy Box R k Gautam   \n",
              "10                      Jentilal   \n",
              "11                          AG !   \n",
              "12         Comedian Vikas Thakur   \n",
              "13        DilSeBuraLagtaHai Bhai   \n",
              "14                   Nazar Battu   \n",
              "15              Sudarshan Gurjar   \n",
              "16              Priyansh Agarwal   \n",
              "17                 Gate Smashers   \n",
              "18            SAURABH DAHIVADKAR   \n",
              "19                   Rajat Arora   \n",
              "20                 RAIL GYANKOSH   \n",
              "21                      Devsnest   \n",
              "22                       warikoo   \n",
              "23         Prafull MBA CHAI WALA   \n",
              "24       Gold Janardhan Investor   \n",
              "25      CA Rachana Phadke Ranade   \n",
              "26                 pranjal kamra   \n",
              "27           Finance With Sharan   \n",
              "28                  Ishaan Arora   \n",
              "29                   Amusing Rii   \n",
              "30                Sakshi Shrivas   \n",
              "31                   Rohan Joshi   \n",
              "32            Abhishek Prajapati   \n",
              "33               Mumbiker Nikhil   \n",
              "34                   MOinsideHIT   \n",
              "35                    Intxstelar   \n",
              "36               ChessBase India   \n",
              "37               R.G Bucket List   \n",
              "38                  Anime Spirit   \n",
              "39                        SeeKen   \n",
              "40                      Neon Man   \n",
              "41                       NeuzBoy   \n",
              "42                   Roman Mania   \n",
              "43                    Jordindian   \n",
              "44                   Vivek Desai   \n",
              "45                   Samay Raina   \n",
              "46               Log Kya Kahenge   \n",
              "47  Sambhavna Seth Entertainment   \n",
              "48             ANS Entertainment   \n",
              "49        Jenny's Lectures CS IT   \n",
              "\n",
              "                                          description  view_count  \\\n",
              "0   Ahoy! Gamers What is Up it's your Boi Onkiify....     1443714   \n",
              "1   Sup Guys\\n                 I'm just a Weirdo W...      761326   \n",
              "2   Hello Gamer's 😍\\n\\nHello Family, \\nMera Name H...      290799   \n",
              "3   \\nAGAR AAP LOG FREE FIRE LOVER❤️ HO TO MERA CH...     6427859   \n",
              "4   1000 subscribers - 31/12/2021\\n10000 subscribe...    17097445   \n",
              "5   Hi guys I am Prabhat from Uttarakhand❤️\\n🎬This...   154045275   \n",
              "6   So Hey Guys...!\\nSUBHAM HORE Hare And Welcome ...    53777584   \n",
              "7   🔔🔔 bell all pe set karlo 🔔🔔plz\\n❤️My name =Ani...   260787957   \n",
              "8   Actors Funny Motivational Video Creator, Short...     1640577   \n",
              "9   हँसते रहो हँसाते रहो बस हमारा यही एक प्रयास है...     2852009   \n",
              "10  Hey, This is Jentilal and welcome to my Youtub...     2227523   \n",
              "11  Official Channel Of AG! \\nTwo Brother From ano...    19544498   \n",
              "12  Comedian Vikas thakur from shimla Himachal par...     1086269   \n",
              "13                                                NaN        5141   \n",
              "14  Watch awesome content created across categorie...   573331048   \n",
              "15  This channel is dedicated to providing quality...     5642167   \n",
              "16  This channel is all about Competitive Programm...     1934597   \n",
              "17  Gate Smashers is India's no 1 Free education p...   268700525   \n",
              "18  Maths is Love ❤....\\nPassionately Mathematicia...    18266083   \n",
              "19  We will make sure to let you learn everything ...   362923358   \n",
              "20  Railgyankosh: As the name says this channel is...   134394531   \n",
              "21  Devsnest is an organization with the aim to cr...      557965   \n",
              "22  warikoo is a serial entrepreneur, a bestsellin...   214606523   \n",
              "23  Hello, I am Prafull Billore, founder of MBA CH...   297531859   \n",
              "24  Gold Janardhan channel share the information a...       56637   \n",
              "25  To Learn Stock Market in simplified language c...   231870766   \n",
              "26  Dedicated to value investing, you will find vi...   368547033   \n",
              "27  Welcome to my channel. I'm a management consul...   388133294   \n",
              "28  College mein ho? To sahi jagah aaye ho! :)\\n\\n...      917729   \n",
              "29     For business enquiry: teamamusingrii@gmail.com    82651127   \n",
              "30  MTV Splitsvilla 14 Contestant Sakshi Shrivas i...    32852015   \n",
              "31  Welcome to the least consistent channel on the...    13150473   \n",
              "32  Hi Y'all !\\n\\nThanks for taking out time to kn...    57523239   \n",
              "33  ABOUT ME:\\nI LOVE TO VLOG MY LIFE\\n\\nCamera : ...  1524540220   \n",
              "34  Hey there! Welcome to my YouTube channel. My n...   297497038   \n",
              "35                                                 🗿☕    37350665   \n",
              "36  ChessBase India is the \"Most Popular\" chess pl...   909271596   \n",
              "37  Cartoons banata hoon!\\n\\n\\n\\nBusiness purpose:...   124390259   \n",
              "38  Our Channel Is For Doraemon Otakus And Anime L...    34383474   \n",
              "39  IMPROVING THE QUALITY OF OUR LIFE BY GAINING K...   295923498   \n",
              "40  Welcome to India's #1 YouTube News Channel!\\n\\...   507172318   \n",
              "41  Indian YouTube News Channel\\n\\nFor Business En...   383891033   \n",
              "42  The biggest fan Roman Reigns #of THE HEAD OF T...     6008183   \n",
              "43  Two friends, one from Jordan and the other fro...   584652553   \n",
              "44  Illusionist | Mentalist | Humanitarian | Liar\\...    24390585   \n",
              "45                        I do it for the laugh emoji   340523224   \n",
              "46  Serving you with a delicious platter of humour...    57763135   \n",
              "47  This is the official channel of Sambhavna Seth...  1975052135   \n",
              "48  ans entertainment is an entertainment  channel...   102133580   \n",
              "49  Jenny’s Lectures CS IT is a Free YouTube Chann...   126587245   \n",
              "\n",
              "    subscriber_count  video_count                 created_time  \\\n",
              "0               4820          193         2017-05-18T17:27:05Z   \n",
              "1               1690          196   2020-09-07T06:42:54.28756Z   \n",
              "2               4690          468  2021-05-28T08:27:39.183399Z   \n",
              "3             133000          339  2021-03-03T00:59:54.797482Z   \n",
              "4             147000          184         2016-05-16T16:06:36Z   \n",
              "5            2150000          249   2022-05-22T13:37:27.30071Z   \n",
              "6            1110000         1072         2019-09-22T03:47:52Z   \n",
              "7            2590000         1407  2021-03-12T11:47:09.443209Z   \n",
              "8              10300          384  2022-06-08T17:46:44.155104Z   \n",
              "9              10100          297  2021-03-30T09:16:03.775671Z   \n",
              "10              5890          229  2021-06-30T10:29:53.422788Z   \n",
              "11             91200          106         2018-09-12T07:03:24Z   \n",
              "12             11400           67         2015-08-27T03:41:54Z   \n",
              "13                45           27  2021-02-02T21:08:13.783377Z   \n",
              "14           4190000          195         2015-12-10T16:07:20Z   \n",
              "15            109000          303         2013-08-09T17:36:18Z   \n",
              "16             46600          145  2020-02-20T12:12:07.624428Z   \n",
              "17           1350000         1236         2017-09-25T05:08:33Z   \n",
              "18            154000          757         2013-11-23T19:43:56Z   \n",
              "19           2060000         1250         2014-04-26T16:07:16Z   \n",
              "20           1000000          316         2016-09-08T11:47:40Z   \n",
              "21             15400          200  2020-06-29T13:49:49.327828Z   \n",
              "22           2800000          861         2017-08-01T09:30:48Z   \n",
              "23           1650000          959         2019-10-04T09:45:45Z   \n",
              "24              3560          124  2020-12-25T13:49:38.882715Z   \n",
              "25           4360000         1013         2009-03-10T11:52:05Z   \n",
              "26           5110000          418         2011-05-13T16:08:58Z   \n",
              "27           1660000          273         2014-05-29T09:52:24Z   \n",
              "28             19800          100  2022-05-27T15:22:09.597497Z   \n",
              "29            508000          117         2016-08-06T21:11:02Z   \n",
              "30            197000           62         2016-07-21T13:50:38Z   \n",
              "31            171000           92         2018-03-04T07:05:30Z   \n",
              "32            105000          348  2021-09-02T20:49:48.864135Z   \n",
              "33           3960000         2123         2013-07-03T13:53:50Z   \n",
              "34           1000000         1026         2012-05-12T13:45:50Z   \n",
              "35            184000          130  2020-11-12T09:31:57.655786Z   \n",
              "36           1170000         8777         2015-07-23T18:23:03Z   \n",
              "37           3020000           16         2016-01-15T17:28:22Z   \n",
              "38            276000          143  2020-05-10T04:12:33.457908Z   \n",
              "39           3920000          444         2015-12-29T17:44:47Z   \n",
              "40           1820000         1185         2017-04-17T21:14:35Z   \n",
              "41           1170000         1025         2019-03-10T03:29:19Z   \n",
              "42            103000          281  2021-11-22T00:50:56.109721Z   \n",
              "43           2780000          185         2016-11-28T23:54:24Z   \n",
              "44             90400          425         2016-06-06T11:09:03Z   \n",
              "45           1130000          872         2013-09-23T10:11:51Z   \n",
              "46            503000          157         2015-05-08T03:11:10Z   \n",
              "47           3460000         1568         2014-07-26T20:05:55Z   \n",
              "48           1390000          123         2016-10-15T20:15:26Z   \n",
              "49           1170000          600         2019-01-19T18:46:22Z   \n",
              "\n",
              "                     uploads  \\\n",
              "0   UUn_l37ETRGxVsVqPAZM-y7w   \n",
              "1   UUg3811K2k6ZW0T9wrUyq7UQ   \n",
              "2   UUO1-i4iqe_Kg0B-nwt5W0Gg   \n",
              "3   UU6AhmVhClcDx2RPsFFw_fAA   \n",
              "4   UU5v-gTzCpaY257sxx-8P_-Q   \n",
              "5   UUHOrSFKttbAKpcyjnBfVqkw   \n",
              "6   UUQRSY8W2A1DST5qtm8NNhMA   \n",
              "7   UU2IuURiiASwNigfQJtXiRdQ   \n",
              "8   UU8k6b-QBPW79SOvO4C9hBOQ   \n",
              "9   UUo-61NMiPlPP6er3I9AcDvw   \n",
              "10  UUmVATZGddUN9Xj4NLoSzYcw   \n",
              "11  UUNzn3WhDLAfulMSzFzqhqTw   \n",
              "12  UULHAyQ3M3Y-GWF3Pov1mFfw   \n",
              "13  UUY5pmgVzfxBXHBjnRnP-alQ   \n",
              "14  UU1_-cyLlwnmTAesbMgruDpQ   \n",
              "15  UU9cpGw2hVv-6G-76HO22jQg   \n",
              "16  UUdSZKaL2R4y-ZX5W57sf2rQ   \n",
              "17  UUJihyK0A38SZ6SdJirEdIOw   \n",
              "18  UUDYDsnf5-sljDu8s4GEvJPw   \n",
              "19  UUE_uu-BpfKPx8a-sjwBy-rA   \n",
              "20  UU3LtEVr13vCHJti1nYv_bFw   \n",
              "21  UUkxqJvZRzhM0oaBjbu3ZjFg   \n",
              "22  UURzYN32xtBf3Yxsx5BvJWJw   \n",
              "23  UUWP4FTfQYQ5kaNzfUaiZT9A   \n",
              "24  UUFIgitcrfwvpmAhRp5OKZVw   \n",
              "25  UUe3qdG0A_gr-sEdat5y2twQ   \n",
              "26  UUwAdQUuPT6laN-AQR17fe1g   \n",
              "27  UUwVEhEzsjLym_u1he4XWFkg   \n",
              "28  UUkOtNAT3-B2rAPEleWaytrA   \n",
              "29  UUrpsOBek4n-CQEckzt8AIvQ   \n",
              "30  UU1A_QwNdwuIXCn61QqdcQwg   \n",
              "31  UUW24Wt4EgHpuktSW6XAnt2g   \n",
              "32  UUO8VhmV2Jhj7oBUGfiLxvow   \n",
              "33  UUNn6AaHharXIbkRleXGboiQ   \n",
              "34  UUqgdGSJPEKCGwElnwnKGE6Q   \n",
              "35  UUDKDG2S_vHO5ylo_APTPS7w   \n",
              "36  UUIsEhwBMPkRHsEgqYAPQHsA   \n",
              "37  UUzgCuuPQa1nMlZP9ruPYDNw   \n",
              "38  UULkAGBKrHFGS6fg10-w-KsQ   \n",
              "39  UUfhbydY40P2Lli9HuBz8cdA   \n",
              "40  UUWZtQWpe1C2AksuJ5_eCMAQ   \n",
              "41  UU7adUjW8qMUsqO4HHTbwKgg   \n",
              "42  UUynZMv6CDy7glTEuQ7up5nA   \n",
              "43  UUYLS9TSah19IsB8yyUpiDzg   \n",
              "44  UU1GV2cARf3nSuxdav2JiOCQ   \n",
              "45  UUAov2BBv1ZJav0c_yHEciAw   \n",
              "46  UUJCDyiH2d2Tcy6SymCGYjlw   \n",
              "47  UUhZ0JmGgyOWSU-1iXxPhsVA   \n",
              "48  UU8mlgT6I0aSexwFPsOgMG_g   \n",
              "49  UUM-yUTYGmrNvKOCcAl21g3w   \n",
              "\n",
              "                                          other_links  \n",
              "0   ['https://www.youtube.com/redirect?event=chann...  \n",
              "1   ['https://www.youtube.com/redirect?event=chann...  \n",
              "2   ['https://www.youtube.com/redirect?event=chann...  \n",
              "3                                                  []  \n",
              "4                                                  []  \n",
              "5                                                  []  \n",
              "6                                                  []  \n",
              "7   ['https://www.youtube.com/redirect?event=chann...  \n",
              "8                                                  []  \n",
              "9                                                  []  \n",
              "10  ['https://www.youtube.com/redirect?event=chann...  \n",
              "11  ['https://www.youtube.com/redirect?event=chann...  \n",
              "12                                                 []  \n",
              "13                                                 []  \n",
              "14                                                 []  \n",
              "15                                                 []  \n",
              "16  ['https://www.youtube.com/redirect?event=chann...  \n",
              "17                                                 []  \n",
              "18                                                 []  \n",
              "19  ['https://www.youtube.com/redirect?event=chann...  \n",
              "20  ['https://www.youtube.com/redirect?event=chann...  \n",
              "21                                                 []  \n",
              "22                                                 []  \n",
              "23                                                 []  \n",
              "24                                                 []  \n",
              "25  ['https://www.youtube.com/redirect?event=chann...  \n",
              "26  ['https://www.youtube.com/redirect?event=chann...  \n",
              "27  ['https://www.youtube.com/redirect?event=chann...  \n",
              "28  ['https://www.youtube.com/redirect?event=chann...  \n",
              "29  ['https://www.youtube.com/redirect?event=chann...  \n",
              "30  ['https://www.youtube.com/redirect?event=chann...  \n",
              "31  ['https://www.youtube.com/redirect?event=chann...  \n",
              "32                                                 []  \n",
              "33  ['https://www.youtube.com/redirect?event=chann...  \n",
              "34  ['https://www.youtube.com/redirect?event=chann...  \n",
              "35                                                 []  \n",
              "36  ['https://www.youtube.com/redirect?event=chann...  \n",
              "37                                                 []  \n",
              "38                                                 []  \n",
              "39  ['https://www.youtube.com/redirect?event=chann...  \n",
              "40                                                 []  \n",
              "41                                                 []  \n",
              "42  ['https://www.youtube.com/channel/UCynZMv6CDy7...  \n",
              "43  ['https://www.youtube.com/redirect?event=chann...  \n",
              "44  ['https://www.youtube.com/redirect?event=chann...  \n",
              "45  ['https://www.youtube.com/redirect?event=chann...  \n",
              "46  ['https://www.youtube.com/redirect?event=chann...  \n",
              "47  ['http://www.youtube.com/channel/UChZ0JmGgyOWS...  \n",
              "48                                                 []  \n",
              "49  ['https://www.youtube.com/redirect?event=chann...  "
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-a613a2c2-4d94-4632-a76e-bd87572804d8\">\n",
              "    <div class=\"colab-df-container\">\n",
              "      <div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\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>Unnamed: 0.1</th>\n",
              "      <th>Unnamed: 0</th>\n",
              "      <th>channel_id</th>\n",
              "      <th>channel_title</th>\n",
              "      <th>description</th>\n",
              "      <th>view_count</th>\n",
              "      <th>subscriber_count</th>\n",
              "      <th>video_count</th>\n",
              "      <th>created_time</th>\n",
              "      <th>uploads</th>\n",
              "      <th>other_links</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>UCn_l37ETRGxVsVqPAZM-y7w</td>\n",
              "      <td>Onkiify</td>\n",
              "      <td>Ahoy! Gamers What is Up it's your Boi Onkiify....</td>\n",
              "      <td>1443714</td>\n",
              "      <td>4820</td>\n",
              "      <td>193</td>\n",
              "      <td>2017-05-18T17:27:05Z</td>\n",
              "      <td>UUn_l37ETRGxVsVqPAZM-y7w</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>UCg3811K2k6ZW0T9wrUyq7UQ</td>\n",
              "      <td>Boyzz World Gaming</td>\n",
              "      <td>Sup Guys\\n                 I'm just a Weirdo W...</td>\n",
              "      <td>761326</td>\n",
              "      <td>1690</td>\n",
              "      <td>196</td>\n",
              "      <td>2020-09-07T06:42:54.28756Z</td>\n",
              "      <td>UUg3811K2k6ZW0T9wrUyq7UQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>2</td>\n",
              "      <td>2</td>\n",
              "      <td>UCO1-i4iqe_Kg0B-nwt5W0Gg</td>\n",
              "      <td>Majnu Gaming</td>\n",
              "      <td>Hello Gamer's 😍\\n\\nHello Family, \\nMera Name H...</td>\n",
              "      <td>290799</td>\n",
              "      <td>4690</td>\n",
              "      <td>468</td>\n",
              "      <td>2021-05-28T08:27:39.183399Z</td>\n",
              "      <td>UUO1-i4iqe_Kg0B-nwt5W0Gg</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>3</td>\n",
              "      <td>3</td>\n",
              "      <td>UC6AhmVhClcDx2RPsFFw_fAA</td>\n",
              "      <td>SELEM YT</td>\n",
              "      <td>\\nAGAR AAP LOG FREE FIRE LOVER❤️ HO TO MERA CH...</td>\n",
              "      <td>6427859</td>\n",
              "      <td>133000</td>\n",
              "      <td>339</td>\n",
              "      <td>2021-03-03T00:59:54.797482Z</td>\n",
              "      <td>UU6AhmVhClcDx2RPsFFw_fAA</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>4</td>\n",
              "      <td>4</td>\n",
              "      <td>UC5v-gTzCpaY257sxx-8P_-Q</td>\n",
              "      <td>Paglaa Tech</td>\n",
              "      <td>1000 subscribers - 31/12/2021\\n10000 subscribe...</td>\n",
              "      <td>17097445</td>\n",
              "      <td>147000</td>\n",
              "      <td>184</td>\n",
              "      <td>2016-05-16T16:06:36Z</td>\n",
              "      <td>UU5v-gTzCpaY257sxx-8P_-Q</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>5</td>\n",
              "      <td>5</td>\n",
              "      <td>UCHOrSFKttbAKpcyjnBfVqkw</td>\n",
              "      <td>Prabhat Gamer</td>\n",
              "      <td>Hi guys I am Prabhat from Uttarakhand❤️\\n🎬This...</td>\n",
              "      <td>154045275</td>\n",
              "      <td>2150000</td>\n",
              "      <td>249</td>\n",
              "      <td>2022-05-22T13:37:27.30071Z</td>\n",
              "      <td>UUHOrSFKttbAKpcyjnBfVqkw</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>6</td>\n",
              "      <td>6</td>\n",
              "      <td>UCQRSY8W2A1DST5qtm8NNhMA</td>\n",
              "      <td>SUBHAM HORE</td>\n",
              "      <td>So Hey Guys...!\\nSUBHAM HORE Hare And Welcome ...</td>\n",
              "      <td>53777584</td>\n",
              "      <td>1110000</td>\n",
              "      <td>1072</td>\n",
              "      <td>2019-09-22T03:47:52Z</td>\n",
              "      <td>UUQRSY8W2A1DST5qtm8NNhMA</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>7</td>\n",
              "      <td>7</td>\n",
              "      <td>UC2IuURiiASwNigfQJtXiRdQ</td>\n",
              "      <td>SILENT GIRL GAMING</td>\n",
              "      <td>🔔🔔 bell all pe set karlo 🔔🔔plz\\n❤️My name =Ani...</td>\n",
              "      <td>260787957</td>\n",
              "      <td>2590000</td>\n",
              "      <td>1407</td>\n",
              "      <td>2021-03-12T11:47:09.443209Z</td>\n",
              "      <td>UU2IuURiiASwNigfQJtXiRdQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>8</td>\n",
              "      <td>8</td>\n",
              "      <td>UC8k6b-QBPW79SOvO4C9hBOQ</td>\n",
              "      <td>Ziyan Ki Gang</td>\n",
              "      <td>Actors Funny Motivational Video Creator, Short...</td>\n",
              "      <td>1640577</td>\n",
              "      <td>10300</td>\n",
              "      <td>384</td>\n",
              "      <td>2022-06-08T17:46:44.155104Z</td>\n",
              "      <td>UU8k6b-QBPW79SOvO4C9hBOQ</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>9</td>\n",
              "      <td>9</td>\n",
              "      <td>UCo-61NMiPlPP6er3I9AcDvw</td>\n",
              "      <td>Comedy Box R k Gautam</td>\n",
              "      <td>हँसते रहो हँसाते रहो बस हमारा यही एक प्रयास है...</td>\n",
              "      <td>2852009</td>\n",
              "      <td>10100</td>\n",
              "      <td>297</td>\n",
              "      <td>2021-03-30T09:16:03.775671Z</td>\n",
              "      <td>UUo-61NMiPlPP6er3I9AcDvw</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>10</td>\n",
              "      <td>10</td>\n",
              "      <td>UCmVATZGddUN9Xj4NLoSzYcw</td>\n",
              "      <td>Jentilal</td>\n",
              "      <td>Hey, This is Jentilal and welcome to my Youtub...</td>\n",
              "      <td>2227523</td>\n",
              "      <td>5890</td>\n",
              "      <td>229</td>\n",
              "      <td>2021-06-30T10:29:53.422788Z</td>\n",
              "      <td>UUmVATZGddUN9Xj4NLoSzYcw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>11</td>\n",
              "      <td>11</td>\n",
              "      <td>UCNzn3WhDLAfulMSzFzqhqTw</td>\n",
              "      <td>AG !</td>\n",
              "      <td>Official Channel Of AG! \\nTwo Brother From ano...</td>\n",
              "      <td>19544498</td>\n",
              "      <td>91200</td>\n",
              "      <td>106</td>\n",
              "      <td>2018-09-12T07:03:24Z</td>\n",
              "      <td>UUNzn3WhDLAfulMSzFzqhqTw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>12</td>\n",
              "      <td>12</td>\n",
              "      <td>UCLHAyQ3M3Y-GWF3Pov1mFfw</td>\n",
              "      <td>Comedian Vikas Thakur</td>\n",
              "      <td>Comedian Vikas thakur from shimla Himachal par...</td>\n",
              "      <td>1086269</td>\n",
              "      <td>11400</td>\n",
              "      <td>67</td>\n",
              "      <td>2015-08-27T03:41:54Z</td>\n",
              "      <td>UULHAyQ3M3Y-GWF3Pov1mFfw</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>13</td>\n",
              "      <td>13</td>\n",
              "      <td>UCY5pmgVzfxBXHBjnRnP-alQ</td>\n",
              "      <td>DilSeBuraLagtaHai Bhai</td>\n",
              "      <td>NaN</td>\n",
              "      <td>5141</td>\n",
              "      <td>45</td>\n",
              "      <td>27</td>\n",
              "      <td>2021-02-02T21:08:13.783377Z</td>\n",
              "      <td>UUY5pmgVzfxBXHBjnRnP-alQ</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>14</td>\n",
              "      <td>14</td>\n",
              "      <td>UC1_-cyLlwnmTAesbMgruDpQ</td>\n",
              "      <td>Nazar Battu</td>\n",
              "      <td>Watch awesome content created across categorie...</td>\n",
              "      <td>573331048</td>\n",
              "      <td>4190000</td>\n",
              "      <td>195</td>\n",
              "      <td>2015-12-10T16:07:20Z</td>\n",
              "      <td>UU1_-cyLlwnmTAesbMgruDpQ</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>15</td>\n",
              "      <td>15</td>\n",
              "      <td>UC9cpGw2hVv-6G-76HO22jQg</td>\n",
              "      <td>Sudarshan Gurjar</td>\n",
              "      <td>This channel is dedicated to providing quality...</td>\n",
              "      <td>5642167</td>\n",
              "      <td>109000</td>\n",
              "      <td>303</td>\n",
              "      <td>2013-08-09T17:36:18Z</td>\n",
              "      <td>UU9cpGw2hVv-6G-76HO22jQg</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>16</td>\n",
              "      <td>16</td>\n",
              "      <td>UCdSZKaL2R4y-ZX5W57sf2rQ</td>\n",
              "      <td>Priyansh Agarwal</td>\n",
              "      <td>This channel is all about Competitive Programm...</td>\n",
              "      <td>1934597</td>\n",
              "      <td>46600</td>\n",
              "      <td>145</td>\n",
              "      <td>2020-02-20T12:12:07.624428Z</td>\n",
              "      <td>UUdSZKaL2R4y-ZX5W57sf2rQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>17</td>\n",
              "      <td>17</td>\n",
              "      <td>UCJihyK0A38SZ6SdJirEdIOw</td>\n",
              "      <td>Gate Smashers</td>\n",
              "      <td>Gate Smashers is India's no 1 Free education p...</td>\n",
              "      <td>268700525</td>\n",
              "      <td>1350000</td>\n",
              "      <td>1236</td>\n",
              "      <td>2017-09-25T05:08:33Z</td>\n",
              "      <td>UUJihyK0A38SZ6SdJirEdIOw</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>18</td>\n",
              "      <td>18</td>\n",
              "      <td>UCDYDsnf5-sljDu8s4GEvJPw</td>\n",
              "      <td>SAURABH DAHIVADKAR</td>\n",
              "      <td>Maths is Love ❤....\\nPassionately Mathematicia...</td>\n",
              "      <td>18266083</td>\n",
              "      <td>154000</td>\n",
              "      <td>757</td>\n",
              "      <td>2013-11-23T19:43:56Z</td>\n",
              "      <td>UUDYDsnf5-sljDu8s4GEvJPw</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>19</td>\n",
              "      <td>19</td>\n",
              "      <td>UCE_uu-BpfKPx8a-sjwBy-rA</td>\n",
              "      <td>Rajat Arora</td>\n",
              "      <td>We will make sure to let you learn everything ...</td>\n",
              "      <td>362923358</td>\n",
              "      <td>2060000</td>\n",
              "      <td>1250</td>\n",
              "      <td>2014-04-26T16:07:16Z</td>\n",
              "      <td>UUE_uu-BpfKPx8a-sjwBy-rA</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>20</td>\n",
              "      <td>20</td>\n",
              "      <td>UC3LtEVr13vCHJti1nYv_bFw</td>\n",
              "      <td>RAIL GYANKOSH</td>\n",
              "      <td>Railgyankosh: As the name says this channel is...</td>\n",
              "      <td>134394531</td>\n",
              "      <td>1000000</td>\n",
              "      <td>316</td>\n",
              "      <td>2016-09-08T11:47:40Z</td>\n",
              "      <td>UU3LtEVr13vCHJti1nYv_bFw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>21</td>\n",
              "      <td>21</td>\n",
              "      <td>UCkxqJvZRzhM0oaBjbu3ZjFg</td>\n",
              "      <td>Devsnest</td>\n",
              "      <td>Devsnest is an organization with the aim to cr...</td>\n",
              "      <td>557965</td>\n",
              "      <td>15400</td>\n",
              "      <td>200</td>\n",
              "      <td>2020-06-29T13:49:49.327828Z</td>\n",
              "      <td>UUkxqJvZRzhM0oaBjbu3ZjFg</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>22</td>\n",
              "      <td>22</td>\n",
              "      <td>UCRzYN32xtBf3Yxsx5BvJWJw</td>\n",
              "      <td>warikoo</td>\n",
              "      <td>warikoo is a serial entrepreneur, a bestsellin...</td>\n",
              "      <td>214606523</td>\n",
              "      <td>2800000</td>\n",
              "      <td>861</td>\n",
              "      <td>2017-08-01T09:30:48Z</td>\n",
              "      <td>UURzYN32xtBf3Yxsx5BvJWJw</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>23</td>\n",
              "      <td>23</td>\n",
              "      <td>UCWP4FTfQYQ5kaNzfUaiZT9A</td>\n",
              "      <td>Prafull MBA CHAI WALA</td>\n",
              "      <td>Hello, I am Prafull Billore, founder of MBA CH...</td>\n",
              "      <td>297531859</td>\n",
              "      <td>1650000</td>\n",
              "      <td>959</td>\n",
              "      <td>2019-10-04T09:45:45Z</td>\n",
              "      <td>UUWP4FTfQYQ5kaNzfUaiZT9A</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>24</td>\n",
              "      <td>24</td>\n",
              "      <td>UCFIgitcrfwvpmAhRp5OKZVw</td>\n",
              "      <td>Gold Janardhan Investor</td>\n",
              "      <td>Gold Janardhan channel share the information a...</td>\n",
              "      <td>56637</td>\n",
              "      <td>3560</td>\n",
              "      <td>124</td>\n",
              "      <td>2020-12-25T13:49:38.882715Z</td>\n",
              "      <td>UUFIgitcrfwvpmAhRp5OKZVw</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>25</td>\n",
              "      <td>25</td>\n",
              "      <td>UCe3qdG0A_gr-sEdat5y2twQ</td>\n",
              "      <td>CA Rachana Phadke Ranade</td>\n",
              "      <td>To Learn Stock Market in simplified language c...</td>\n",
              "      <td>231870766</td>\n",
              "      <td>4360000</td>\n",
              "      <td>1013</td>\n",
              "      <td>2009-03-10T11:52:05Z</td>\n",
              "      <td>UUe3qdG0A_gr-sEdat5y2twQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>26</td>\n",
              "      <td>26</td>\n",
              "      <td>UCwAdQUuPT6laN-AQR17fe1g</td>\n",
              "      <td>pranjal kamra</td>\n",
              "      <td>Dedicated to value investing, you will find vi...</td>\n",
              "      <td>368547033</td>\n",
              "      <td>5110000</td>\n",
              "      <td>418</td>\n",
              "      <td>2011-05-13T16:08:58Z</td>\n",
              "      <td>UUwAdQUuPT6laN-AQR17fe1g</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>27</td>\n",
              "      <td>27</td>\n",
              "      <td>UCwVEhEzsjLym_u1he4XWFkg</td>\n",
              "      <td>Finance With Sharan</td>\n",
              "      <td>Welcome to my channel. I'm a management consul...</td>\n",
              "      <td>388133294</td>\n",
              "      <td>1660000</td>\n",
              "      <td>273</td>\n",
              "      <td>2014-05-29T09:52:24Z</td>\n",
              "      <td>UUwVEhEzsjLym_u1he4XWFkg</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>28</td>\n",
              "      <td>28</td>\n",
              "      <td>UCkOtNAT3-B2rAPEleWaytrA</td>\n",
              "      <td>Ishaan Arora</td>\n",
              "      <td>College mein ho? To sahi jagah aaye ho! :)\\n\\n...</td>\n",
              "      <td>917729</td>\n",
              "      <td>19800</td>\n",
              "      <td>100</td>\n",
              "      <td>2022-05-27T15:22:09.597497Z</td>\n",
              "      <td>UUkOtNAT3-B2rAPEleWaytrA</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>29</td>\n",
              "      <td>29</td>\n",
              "      <td>UCrpsOBek4n-CQEckzt8AIvQ</td>\n",
              "      <td>Amusing Rii</td>\n",
              "      <td>For business enquiry: teamamusingrii@gmail.com</td>\n",
              "      <td>82651127</td>\n",
              "      <td>508000</td>\n",
              "      <td>117</td>\n",
              "      <td>2016-08-06T21:11:02Z</td>\n",
              "      <td>UUrpsOBek4n-CQEckzt8AIvQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>30</th>\n",
              "      <td>30</td>\n",
              "      <td>30</td>\n",
              "      <td>UC1A_QwNdwuIXCn61QqdcQwg</td>\n",
              "      <td>Sakshi Shrivas</td>\n",
              "      <td>MTV Splitsvilla 14 Contestant Sakshi Shrivas i...</td>\n",
              "      <td>32852015</td>\n",
              "      <td>197000</td>\n",
              "      <td>62</td>\n",
              "      <td>2016-07-21T13:50:38Z</td>\n",
              "      <td>UU1A_QwNdwuIXCn61QqdcQwg</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>31</th>\n",
              "      <td>31</td>\n",
              "      <td>31</td>\n",
              "      <td>UCW24Wt4EgHpuktSW6XAnt2g</td>\n",
              "      <td>Rohan Joshi</td>\n",
              "      <td>Welcome to the least consistent channel on the...</td>\n",
              "      <td>13150473</td>\n",
              "      <td>171000</td>\n",
              "      <td>92</td>\n",
              "      <td>2018-03-04T07:05:30Z</td>\n",
              "      <td>UUW24Wt4EgHpuktSW6XAnt2g</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>32</th>\n",
              "      <td>32</td>\n",
              "      <td>32</td>\n",
              "      <td>UCO8VhmV2Jhj7oBUGfiLxvow</td>\n",
              "      <td>Abhishek Prajapati</td>\n",
              "      <td>Hi Y'all !\\n\\nThanks for taking out time to kn...</td>\n",
              "      <td>57523239</td>\n",
              "      <td>105000</td>\n",
              "      <td>348</td>\n",
              "      <td>2021-09-02T20:49:48.864135Z</td>\n",
              "      <td>UUO8VhmV2Jhj7oBUGfiLxvow</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>33</th>\n",
              "      <td>33</td>\n",
              "      <td>33</td>\n",
              "      <td>UCNn6AaHharXIbkRleXGboiQ</td>\n",
              "      <td>Mumbiker Nikhil</td>\n",
              "      <td>ABOUT ME:\\nI LOVE TO VLOG MY LIFE\\n\\nCamera : ...</td>\n",
              "      <td>1524540220</td>\n",
              "      <td>3960000</td>\n",
              "      <td>2123</td>\n",
              "      <td>2013-07-03T13:53:50Z</td>\n",
              "      <td>UUNn6AaHharXIbkRleXGboiQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>34</th>\n",
              "      <td>34</td>\n",
              "      <td>34</td>\n",
              "      <td>UCqgdGSJPEKCGwElnwnKGE6Q</td>\n",
              "      <td>MOinsideHIT</td>\n",
              "      <td>Hey there! Welcome to my YouTube channel. My n...</td>\n",
              "      <td>297497038</td>\n",
              "      <td>1000000</td>\n",
              "      <td>1026</td>\n",
              "      <td>2012-05-12T13:45:50Z</td>\n",
              "      <td>UUqgdGSJPEKCGwElnwnKGE6Q</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>35</th>\n",
              "      <td>35</td>\n",
              "      <td>35</td>\n",
              "      <td>UCDKDG2S_vHO5ylo_APTPS7w</td>\n",
              "      <td>Intxstelar</td>\n",
              "      <td>🗿☕</td>\n",
              "      <td>37350665</td>\n",
              "      <td>184000</td>\n",
              "      <td>130</td>\n",
              "      <td>2020-11-12T09:31:57.655786Z</td>\n",
              "      <td>UUDKDG2S_vHO5ylo_APTPS7w</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>36</th>\n",
              "      <td>36</td>\n",
              "      <td>36</td>\n",
              "      <td>UCIsEhwBMPkRHsEgqYAPQHsA</td>\n",
              "      <td>ChessBase India</td>\n",
              "      <td>ChessBase India is the \"Most Popular\" chess pl...</td>\n",
              "      <td>909271596</td>\n",
              "      <td>1170000</td>\n",
              "      <td>8777</td>\n",
              "      <td>2015-07-23T18:23:03Z</td>\n",
              "      <td>UUIsEhwBMPkRHsEgqYAPQHsA</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>37</th>\n",
              "      <td>37</td>\n",
              "      <td>37</td>\n",
              "      <td>UCzgCuuPQa1nMlZP9ruPYDNw</td>\n",
              "      <td>R.G Bucket List</td>\n",
              "      <td>Cartoons banata hoon!\\n\\n\\n\\nBusiness purpose:...</td>\n",
              "      <td>124390259</td>\n",
              "      <td>3020000</td>\n",
              "      <td>16</td>\n",
              "      <td>2016-01-15T17:28:22Z</td>\n",
              "      <td>UUzgCuuPQa1nMlZP9ruPYDNw</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>38</th>\n",
              "      <td>38</td>\n",
              "      <td>38</td>\n",
              "      <td>UCLkAGBKrHFGS6fg10-w-KsQ</td>\n",
              "      <td>Anime Spirit</td>\n",
              "      <td>Our Channel Is For Doraemon Otakus And Anime L...</td>\n",
              "      <td>34383474</td>\n",
              "      <td>276000</td>\n",
              "      <td>143</td>\n",
              "      <td>2020-05-10T04:12:33.457908Z</td>\n",
              "      <td>UULkAGBKrHFGS6fg10-w-KsQ</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>39</th>\n",
              "      <td>39</td>\n",
              "      <td>39</td>\n",
              "      <td>UCfhbydY40P2Lli9HuBz8cdA</td>\n",
              "      <td>SeeKen</td>\n",
              "      <td>IMPROVING THE QUALITY OF OUR LIFE BY GAINING K...</td>\n",
              "      <td>295923498</td>\n",
              "      <td>3920000</td>\n",
              "      <td>444</td>\n",
              "      <td>2015-12-29T17:44:47Z</td>\n",
              "      <td>UUfhbydY40P2Lli9HuBz8cdA</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>40</th>\n",
              "      <td>40</td>\n",
              "      <td>40</td>\n",
              "      <td>UCWZtQWpe1C2AksuJ5_eCMAQ</td>\n",
              "      <td>Neon Man</td>\n",
              "      <td>Welcome to India's #1 YouTube News Channel!\\n\\...</td>\n",
              "      <td>507172318</td>\n",
              "      <td>1820000</td>\n",
              "      <td>1185</td>\n",
              "      <td>2017-04-17T21:14:35Z</td>\n",
              "      <td>UUWZtQWpe1C2AksuJ5_eCMAQ</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>41</th>\n",
              "      <td>41</td>\n",
              "      <td>41</td>\n",
              "      <td>UC7adUjW8qMUsqO4HHTbwKgg</td>\n",
              "      <td>NeuzBoy</td>\n",
              "      <td>Indian YouTube News Channel\\n\\nFor Business En...</td>\n",
              "      <td>383891033</td>\n",
              "      <td>1170000</td>\n",
              "      <td>1025</td>\n",
              "      <td>2019-03-10T03:29:19Z</td>\n",
              "      <td>UU7adUjW8qMUsqO4HHTbwKgg</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>42</th>\n",
              "      <td>42</td>\n",
              "      <td>42</td>\n",
              "      <td>UCynZMv6CDy7glTEuQ7up5nA</td>\n",
              "      <td>Roman Mania</td>\n",
              "      <td>The biggest fan Roman Reigns #of THE HEAD OF T...</td>\n",
              "      <td>6008183</td>\n",
              "      <td>103000</td>\n",
              "      <td>281</td>\n",
              "      <td>2021-11-22T00:50:56.109721Z</td>\n",
              "      <td>UUynZMv6CDy7glTEuQ7up5nA</td>\n",
              "      <td>['https://www.youtube.com/channel/UCynZMv6CDy7...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>43</th>\n",
              "      <td>43</td>\n",
              "      <td>43</td>\n",
              "      <td>UCYLS9TSah19IsB8yyUpiDzg</td>\n",
              "      <td>Jordindian</td>\n",
              "      <td>Two friends, one from Jordan and the other fro...</td>\n",
              "      <td>584652553</td>\n",
              "      <td>2780000</td>\n",
              "      <td>185</td>\n",
              "      <td>2016-11-28T23:54:24Z</td>\n",
              "      <td>UUYLS9TSah19IsB8yyUpiDzg</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>44</th>\n",
              "      <td>44</td>\n",
              "      <td>44</td>\n",
              "      <td>UC1GV2cARf3nSuxdav2JiOCQ</td>\n",
              "      <td>Vivek Desai</td>\n",
              "      <td>Illusionist | Mentalist | Humanitarian | Liar\\...</td>\n",
              "      <td>24390585</td>\n",
              "      <td>90400</td>\n",
              "      <td>425</td>\n",
              "      <td>2016-06-06T11:09:03Z</td>\n",
              "      <td>UU1GV2cARf3nSuxdav2JiOCQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>45</th>\n",
              "      <td>45</td>\n",
              "      <td>45</td>\n",
              "      <td>UCAov2BBv1ZJav0c_yHEciAw</td>\n",
              "      <td>Samay Raina</td>\n",
              "      <td>I do it for the laugh emoji</td>\n",
              "      <td>340523224</td>\n",
              "      <td>1130000</td>\n",
              "      <td>872</td>\n",
              "      <td>2013-09-23T10:11:51Z</td>\n",
              "      <td>UUAov2BBv1ZJav0c_yHEciAw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>46</th>\n",
              "      <td>46</td>\n",
              "      <td>46</td>\n",
              "      <td>UCJCDyiH2d2Tcy6SymCGYjlw</td>\n",
              "      <td>Log Kya Kahenge</td>\n",
              "      <td>Serving you with a delicious platter of humour...</td>\n",
              "      <td>57763135</td>\n",
              "      <td>503000</td>\n",
              "      <td>157</td>\n",
              "      <td>2015-05-08T03:11:10Z</td>\n",
              "      <td>UUJCDyiH2d2Tcy6SymCGYjlw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>47</th>\n",
              "      <td>47</td>\n",
              "      <td>47</td>\n",
              "      <td>UChZ0JmGgyOWSU-1iXxPhsVA</td>\n",
              "      <td>Sambhavna Seth Entertainment</td>\n",
              "      <td>This is the official channel of Sambhavna Seth...</td>\n",
              "      <td>1975052135</td>\n",
              "      <td>3460000</td>\n",
              "      <td>1568</td>\n",
              "      <td>2014-07-26T20:05:55Z</td>\n",
              "      <td>UUhZ0JmGgyOWSU-1iXxPhsVA</td>\n",
              "      <td>['http://www.youtube.com/channel/UChZ0JmGgyOWS...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>48</th>\n",
              "      <td>48</td>\n",
              "      <td>48</td>\n",
              "      <td>UC8mlgT6I0aSexwFPsOgMG_g</td>\n",
              "      <td>ANS Entertainment</td>\n",
              "      <td>ans entertainment is an entertainment  channel...</td>\n",
              "      <td>102133580</td>\n",
              "      <td>1390000</td>\n",
              "      <td>123</td>\n",
              "      <td>2016-10-15T20:15:26Z</td>\n",
              "      <td>UU8mlgT6I0aSexwFPsOgMG_g</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>49</th>\n",
              "      <td>49</td>\n",
              "      <td>49</td>\n",
              "      <td>UCM-yUTYGmrNvKOCcAl21g3w</td>\n",
              "      <td>Jenny's Lectures CS IT</td>\n",
              "      <td>Jenny’s Lectures CS IT is a Free YouTube Chann...</td>\n",
              "      <td>126587245</td>\n",
              "      <td>1170000</td>\n",
              "      <td>600</td>\n",
              "      <td>2019-01-19T18:46:22Z</td>\n",
              "      <td>UUM-yUTYGmrNvKOCcAl21g3w</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-a613a2c2-4d94-4632-a76e-bd87572804d8')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
              "              style=\"display:none;\">\n",
              "        \n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "       width=\"24px\">\n",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-a613a2c2-4d94-4632-a76e-bd87572804d8 button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-a613a2c2-4d94-4632-a76e-bd87572804d8');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
              "          const docLink = document.createElement('div');\n",
              "          docLink.innerHTML = docLinkHtml;\n",
              "          element.appendChild(docLink);\n",
              "        }\n",
              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 82
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "df2.info()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "JCfHWg_nxDry",
        "outputId": "f25cff38-34cd-4a9b-8f6d-f2a9ac61cba1"
      },
      "execution_count": 83,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "<class 'pandas.core.frame.DataFrame'>\n",
            "RangeIndex: 50 entries, 0 to 49\n",
            "Data columns (total 11 columns):\n",
            " #   Column            Non-Null Count  Dtype \n",
            "---  ------            --------------  ----- \n",
            " 0   Unnamed: 0.1      50 non-null     int64 \n",
            " 1   Unnamed: 0        50 non-null     int64 \n",
            " 2   channel_id        50 non-null     object\n",
            " 3   channel_title     50 non-null     object\n",
            " 4   description       49 non-null     object\n",
            " 5   view_count        50 non-null     int64 \n",
            " 6   subscriber_count  50 non-null     int64 \n",
            " 7   video_count       50 non-null     int64 \n",
            " 8   created_time      50 non-null     object\n",
            " 9   uploads           50 non-null     object\n",
            " 10  other_links       50 non-null     object\n",
            "dtypes: int64(5), object(6)\n",
            "memory usage: 4.4+ KB\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "df2.drop(\"Unnamed: 0.1\", axis=1, inplace=True)\n",
        "df2.drop(\"Unnamed: 0\", axis=1, inplace=True)"
      ],
      "metadata": {
        "id": "XCzNtUAVxJUb"
      },
      "execution_count": 84,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "df2"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "c1Wwy5bvyIfK",
        "outputId": "fd4bcfe5-affd-4402-ec93-43acf475959e"
      },
      "execution_count": 85,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                  channel_id                 channel_title  \\\n",
              "0   UCn_l37ETRGxVsVqPAZM-y7w                       Onkiify   \n",
              "1   UCg3811K2k6ZW0T9wrUyq7UQ            Boyzz World Gaming   \n",
              "2   UCO1-i4iqe_Kg0B-nwt5W0Gg                  Majnu Gaming   \n",
              "3   UC6AhmVhClcDx2RPsFFw_fAA                      SELEM YT   \n",
              "4   UC5v-gTzCpaY257sxx-8P_-Q                   Paglaa Tech   \n",
              "5   UCHOrSFKttbAKpcyjnBfVqkw                 Prabhat Gamer   \n",
              "6   UCQRSY8W2A1DST5qtm8NNhMA                   SUBHAM HORE   \n",
              "7   UC2IuURiiASwNigfQJtXiRdQ            SILENT GIRL GAMING   \n",
              "8   UC8k6b-QBPW79SOvO4C9hBOQ                 Ziyan Ki Gang   \n",
              "9   UCo-61NMiPlPP6er3I9AcDvw         Comedy Box R k Gautam   \n",
              "10  UCmVATZGddUN9Xj4NLoSzYcw                      Jentilal   \n",
              "11  UCNzn3WhDLAfulMSzFzqhqTw                          AG !   \n",
              "12  UCLHAyQ3M3Y-GWF3Pov1mFfw         Comedian Vikas Thakur   \n",
              "13  UCY5pmgVzfxBXHBjnRnP-alQ        DilSeBuraLagtaHai Bhai   \n",
              "14  UC1_-cyLlwnmTAesbMgruDpQ                   Nazar Battu   \n",
              "15  UC9cpGw2hVv-6G-76HO22jQg              Sudarshan Gurjar   \n",
              "16  UCdSZKaL2R4y-ZX5W57sf2rQ              Priyansh Agarwal   \n",
              "17  UCJihyK0A38SZ6SdJirEdIOw                 Gate Smashers   \n",
              "18  UCDYDsnf5-sljDu8s4GEvJPw            SAURABH DAHIVADKAR   \n",
              "19  UCE_uu-BpfKPx8a-sjwBy-rA                   Rajat Arora   \n",
              "20  UC3LtEVr13vCHJti1nYv_bFw                 RAIL GYANKOSH   \n",
              "21  UCkxqJvZRzhM0oaBjbu3ZjFg                      Devsnest   \n",
              "22  UCRzYN32xtBf3Yxsx5BvJWJw                       warikoo   \n",
              "23  UCWP4FTfQYQ5kaNzfUaiZT9A         Prafull MBA CHAI WALA   \n",
              "24  UCFIgitcrfwvpmAhRp5OKZVw       Gold Janardhan Investor   \n",
              "25  UCe3qdG0A_gr-sEdat5y2twQ      CA Rachana Phadke Ranade   \n",
              "26  UCwAdQUuPT6laN-AQR17fe1g                 pranjal kamra   \n",
              "27  UCwVEhEzsjLym_u1he4XWFkg           Finance With Sharan   \n",
              "28  UCkOtNAT3-B2rAPEleWaytrA                  Ishaan Arora   \n",
              "29  UCrpsOBek4n-CQEckzt8AIvQ                   Amusing Rii   \n",
              "30  UC1A_QwNdwuIXCn61QqdcQwg                Sakshi Shrivas   \n",
              "31  UCW24Wt4EgHpuktSW6XAnt2g                   Rohan Joshi   \n",
              "32  UCO8VhmV2Jhj7oBUGfiLxvow            Abhishek Prajapati   \n",
              "33  UCNn6AaHharXIbkRleXGboiQ               Mumbiker Nikhil   \n",
              "34  UCqgdGSJPEKCGwElnwnKGE6Q                   MOinsideHIT   \n",
              "35  UCDKDG2S_vHO5ylo_APTPS7w                    Intxstelar   \n",
              "36  UCIsEhwBMPkRHsEgqYAPQHsA               ChessBase India   \n",
              "37  UCzgCuuPQa1nMlZP9ruPYDNw               R.G Bucket List   \n",
              "38  UCLkAGBKrHFGS6fg10-w-KsQ                  Anime Spirit   \n",
              "39  UCfhbydY40P2Lli9HuBz8cdA                        SeeKen   \n",
              "40  UCWZtQWpe1C2AksuJ5_eCMAQ                      Neon Man   \n",
              "41  UC7adUjW8qMUsqO4HHTbwKgg                       NeuzBoy   \n",
              "42  UCynZMv6CDy7glTEuQ7up5nA                   Roman Mania   \n",
              "43  UCYLS9TSah19IsB8yyUpiDzg                    Jordindian   \n",
              "44  UC1GV2cARf3nSuxdav2JiOCQ                   Vivek Desai   \n",
              "45  UCAov2BBv1ZJav0c_yHEciAw                   Samay Raina   \n",
              "46  UCJCDyiH2d2Tcy6SymCGYjlw               Log Kya Kahenge   \n",
              "47  UChZ0JmGgyOWSU-1iXxPhsVA  Sambhavna Seth Entertainment   \n",
              "48  UC8mlgT6I0aSexwFPsOgMG_g             ANS Entertainment   \n",
              "49  UCM-yUTYGmrNvKOCcAl21g3w        Jenny's Lectures CS IT   \n",
              "\n",
              "                                          description  view_count  \\\n",
              "0   Ahoy! Gamers What is Up it's your Boi Onkiify....     1443714   \n",
              "1   Sup Guys\\n                 I'm just a Weirdo W...      761326   \n",
              "2   Hello Gamer's 😍\\n\\nHello Family, \\nMera Name H...      290799   \n",
              "3   \\nAGAR AAP LOG FREE FIRE LOVER❤️ HO TO MERA CH...     6427859   \n",
              "4   1000 subscribers - 31/12/2021\\n10000 subscribe...    17097445   \n",
              "5   Hi guys I am Prabhat from Uttarakhand❤️\\n🎬This...   154045275   \n",
              "6   So Hey Guys...!\\nSUBHAM HORE Hare And Welcome ...    53777584   \n",
              "7   🔔🔔 bell all pe set karlo 🔔🔔plz\\n❤️My name =Ani...   260787957   \n",
              "8   Actors Funny Motivational Video Creator, Short...     1640577   \n",
              "9   हँसते रहो हँसाते रहो बस हमारा यही एक प्रयास है...     2852009   \n",
              "10  Hey, This is Jentilal and welcome to my Youtub...     2227523   \n",
              "11  Official Channel Of AG! \\nTwo Brother From ano...    19544498   \n",
              "12  Comedian Vikas thakur from shimla Himachal par...     1086269   \n",
              "13                                                NaN        5141   \n",
              "14  Watch awesome content created across categorie...   573331048   \n",
              "15  This channel is dedicated to providing quality...     5642167   \n",
              "16  This channel is all about Competitive Programm...     1934597   \n",
              "17  Gate Smashers is India's no 1 Free education p...   268700525   \n",
              "18  Maths is Love ❤....\\nPassionately Mathematicia...    18266083   \n",
              "19  We will make sure to let you learn everything ...   362923358   \n",
              "20  Railgyankosh: As the name says this channel is...   134394531   \n",
              "21  Devsnest is an organization with the aim to cr...      557965   \n",
              "22  warikoo is a serial entrepreneur, a bestsellin...   214606523   \n",
              "23  Hello, I am Prafull Billore, founder of MBA CH...   297531859   \n",
              "24  Gold Janardhan channel share the information a...       56637   \n",
              "25  To Learn Stock Market in simplified language c...   231870766   \n",
              "26  Dedicated to value investing, you will find vi...   368547033   \n",
              "27  Welcome to my channel. I'm a management consul...   388133294   \n",
              "28  College mein ho? To sahi jagah aaye ho! :)\\n\\n...      917729   \n",
              "29     For business enquiry: teamamusingrii@gmail.com    82651127   \n",
              "30  MTV Splitsvilla 14 Contestant Sakshi Shrivas i...    32852015   \n",
              "31  Welcome to the least consistent channel on the...    13150473   \n",
              "32  Hi Y'all !\\n\\nThanks for taking out time to kn...    57523239   \n",
              "33  ABOUT ME:\\nI LOVE TO VLOG MY LIFE\\n\\nCamera : ...  1524540220   \n",
              "34  Hey there! Welcome to my YouTube channel. My n...   297497038   \n",
              "35                                                 🗿☕    37350665   \n",
              "36  ChessBase India is the \"Most Popular\" chess pl...   909271596   \n",
              "37  Cartoons banata hoon!\\n\\n\\n\\nBusiness purpose:...   124390259   \n",
              "38  Our Channel Is For Doraemon Otakus And Anime L...    34383474   \n",
              "39  IMPROVING THE QUALITY OF OUR LIFE BY GAINING K...   295923498   \n",
              "40  Welcome to India's #1 YouTube News Channel!\\n\\...   507172318   \n",
              "41  Indian YouTube News Channel\\n\\nFor Business En...   383891033   \n",
              "42  The biggest fan Roman Reigns #of THE HEAD OF T...     6008183   \n",
              "43  Two friends, one from Jordan and the other fro...   584652553   \n",
              "44  Illusionist | Mentalist | Humanitarian | Liar\\...    24390585   \n",
              "45                        I do it for the laugh emoji   340523224   \n",
              "46  Serving you with a delicious platter of humour...    57763135   \n",
              "47  This is the official channel of Sambhavna Seth...  1975052135   \n",
              "48  ans entertainment is an entertainment  channel...   102133580   \n",
              "49  Jenny’s Lectures CS IT is a Free YouTube Chann...   126587245   \n",
              "\n",
              "    subscriber_count  video_count                 created_time  \\\n",
              "0               4820          193         2017-05-18T17:27:05Z   \n",
              "1               1690          196   2020-09-07T06:42:54.28756Z   \n",
              "2               4690          468  2021-05-28T08:27:39.183399Z   \n",
              "3             133000          339  2021-03-03T00:59:54.797482Z   \n",
              "4             147000          184         2016-05-16T16:06:36Z   \n",
              "5            2150000          249   2022-05-22T13:37:27.30071Z   \n",
              "6            1110000         1072         2019-09-22T03:47:52Z   \n",
              "7            2590000         1407  2021-03-12T11:47:09.443209Z   \n",
              "8              10300          384  2022-06-08T17:46:44.155104Z   \n",
              "9              10100          297  2021-03-30T09:16:03.775671Z   \n",
              "10              5890          229  2021-06-30T10:29:53.422788Z   \n",
              "11             91200          106         2018-09-12T07:03:24Z   \n",
              "12             11400           67         2015-08-27T03:41:54Z   \n",
              "13                45           27  2021-02-02T21:08:13.783377Z   \n",
              "14           4190000          195         2015-12-10T16:07:20Z   \n",
              "15            109000          303         2013-08-09T17:36:18Z   \n",
              "16             46600          145  2020-02-20T12:12:07.624428Z   \n",
              "17           1350000         1236         2017-09-25T05:08:33Z   \n",
              "18            154000          757         2013-11-23T19:43:56Z   \n",
              "19           2060000         1250         2014-04-26T16:07:16Z   \n",
              "20           1000000          316         2016-09-08T11:47:40Z   \n",
              "21             15400          200  2020-06-29T13:49:49.327828Z   \n",
              "22           2800000          861         2017-08-01T09:30:48Z   \n",
              "23           1650000          959         2019-10-04T09:45:45Z   \n",
              "24              3560          124  2020-12-25T13:49:38.882715Z   \n",
              "25           4360000         1013         2009-03-10T11:52:05Z   \n",
              "26           5110000          418         2011-05-13T16:08:58Z   \n",
              "27           1660000          273         2014-05-29T09:52:24Z   \n",
              "28             19800          100  2022-05-27T15:22:09.597497Z   \n",
              "29            508000          117         2016-08-06T21:11:02Z   \n",
              "30            197000           62         2016-07-21T13:50:38Z   \n",
              "31            171000           92         2018-03-04T07:05:30Z   \n",
              "32            105000          348  2021-09-02T20:49:48.864135Z   \n",
              "33           3960000         2123         2013-07-03T13:53:50Z   \n",
              "34           1000000         1026         2012-05-12T13:45:50Z   \n",
              "35            184000          130  2020-11-12T09:31:57.655786Z   \n",
              "36           1170000         8777         2015-07-23T18:23:03Z   \n",
              "37           3020000           16         2016-01-15T17:28:22Z   \n",
              "38            276000          143  2020-05-10T04:12:33.457908Z   \n",
              "39           3920000          444         2015-12-29T17:44:47Z   \n",
              "40           1820000         1185         2017-04-17T21:14:35Z   \n",
              "41           1170000         1025         2019-03-10T03:29:19Z   \n",
              "42            103000          281  2021-11-22T00:50:56.109721Z   \n",
              "43           2780000          185         2016-11-28T23:54:24Z   \n",
              "44             90400          425         2016-06-06T11:09:03Z   \n",
              "45           1130000          872         2013-09-23T10:11:51Z   \n",
              "46            503000          157         2015-05-08T03:11:10Z   \n",
              "47           3460000         1568         2014-07-26T20:05:55Z   \n",
              "48           1390000          123         2016-10-15T20:15:26Z   \n",
              "49           1170000          600         2019-01-19T18:46:22Z   \n",
              "\n",
              "                     uploads  \\\n",
              "0   UUn_l37ETRGxVsVqPAZM-y7w   \n",
              "1   UUg3811K2k6ZW0T9wrUyq7UQ   \n",
              "2   UUO1-i4iqe_Kg0B-nwt5W0Gg   \n",
              "3   UU6AhmVhClcDx2RPsFFw_fAA   \n",
              "4   UU5v-gTzCpaY257sxx-8P_-Q   \n",
              "5   UUHOrSFKttbAKpcyjnBfVqkw   \n",
              "6   UUQRSY8W2A1DST5qtm8NNhMA   \n",
              "7   UU2IuURiiASwNigfQJtXiRdQ   \n",
              "8   UU8k6b-QBPW79SOvO4C9hBOQ   \n",
              "9   UUo-61NMiPlPP6er3I9AcDvw   \n",
              "10  UUmVATZGddUN9Xj4NLoSzYcw   \n",
              "11  UUNzn3WhDLAfulMSzFzqhqTw   \n",
              "12  UULHAyQ3M3Y-GWF3Pov1mFfw   \n",
              "13  UUY5pmgVzfxBXHBjnRnP-alQ   \n",
              "14  UU1_-cyLlwnmTAesbMgruDpQ   \n",
              "15  UU9cpGw2hVv-6G-76HO22jQg   \n",
              "16  UUdSZKaL2R4y-ZX5W57sf2rQ   \n",
              "17  UUJihyK0A38SZ6SdJirEdIOw   \n",
              "18  UUDYDsnf5-sljDu8s4GEvJPw   \n",
              "19  UUE_uu-BpfKPx8a-sjwBy-rA   \n",
              "20  UU3LtEVr13vCHJti1nYv_bFw   \n",
              "21  UUkxqJvZRzhM0oaBjbu3ZjFg   \n",
              "22  UURzYN32xtBf3Yxsx5BvJWJw   \n",
              "23  UUWP4FTfQYQ5kaNzfUaiZT9A   \n",
              "24  UUFIgitcrfwvpmAhRp5OKZVw   \n",
              "25  UUe3qdG0A_gr-sEdat5y2twQ   \n",
              "26  UUwAdQUuPT6laN-AQR17fe1g   \n",
              "27  UUwVEhEzsjLym_u1he4XWFkg   \n",
              "28  UUkOtNAT3-B2rAPEleWaytrA   \n",
              "29  UUrpsOBek4n-CQEckzt8AIvQ   \n",
              "30  UU1A_QwNdwuIXCn61QqdcQwg   \n",
              "31  UUW24Wt4EgHpuktSW6XAnt2g   \n",
              "32  UUO8VhmV2Jhj7oBUGfiLxvow   \n",
              "33  UUNn6AaHharXIbkRleXGboiQ   \n",
              "34  UUqgdGSJPEKCGwElnwnKGE6Q   \n",
              "35  UUDKDG2S_vHO5ylo_APTPS7w   \n",
              "36  UUIsEhwBMPkRHsEgqYAPQHsA   \n",
              "37  UUzgCuuPQa1nMlZP9ruPYDNw   \n",
              "38  UULkAGBKrHFGS6fg10-w-KsQ   \n",
              "39  UUfhbydY40P2Lli9HuBz8cdA   \n",
              "40  UUWZtQWpe1C2AksuJ5_eCMAQ   \n",
              "41  UU7adUjW8qMUsqO4HHTbwKgg   \n",
              "42  UUynZMv6CDy7glTEuQ7up5nA   \n",
              "43  UUYLS9TSah19IsB8yyUpiDzg   \n",
              "44  UU1GV2cARf3nSuxdav2JiOCQ   \n",
              "45  UUAov2BBv1ZJav0c_yHEciAw   \n",
              "46  UUJCDyiH2d2Tcy6SymCGYjlw   \n",
              "47  UUhZ0JmGgyOWSU-1iXxPhsVA   \n",
              "48  UU8mlgT6I0aSexwFPsOgMG_g   \n",
              "49  UUM-yUTYGmrNvKOCcAl21g3w   \n",
              "\n",
              "                                          other_links  \n",
              "0   ['https://www.youtube.com/redirect?event=chann...  \n",
              "1   ['https://www.youtube.com/redirect?event=chann...  \n",
              "2   ['https://www.youtube.com/redirect?event=chann...  \n",
              "3                                                  []  \n",
              "4                                                  []  \n",
              "5                                                  []  \n",
              "6                                                  []  \n",
              "7   ['https://www.youtube.com/redirect?event=chann...  \n",
              "8                                                  []  \n",
              "9                                                  []  \n",
              "10  ['https://www.youtube.com/redirect?event=chann...  \n",
              "11  ['https://www.youtube.com/redirect?event=chann...  \n",
              "12                                                 []  \n",
              "13                                                 []  \n",
              "14                                                 []  \n",
              "15                                                 []  \n",
              "16  ['https://www.youtube.com/redirect?event=chann...  \n",
              "17                                                 []  \n",
              "18                                                 []  \n",
              "19  ['https://www.youtube.com/redirect?event=chann...  \n",
              "20  ['https://www.youtube.com/redirect?event=chann...  \n",
              "21                                                 []  \n",
              "22                                                 []  \n",
              "23                                                 []  \n",
              "24                                                 []  \n",
              "25  ['https://www.youtube.com/redirect?event=chann...  \n",
              "26  ['https://www.youtube.com/redirect?event=chann...  \n",
              "27  ['https://www.youtube.com/redirect?event=chann...  \n",
              "28  ['https://www.youtube.com/redirect?event=chann...  \n",
              "29  ['https://www.youtube.com/redirect?event=chann...  \n",
              "30  ['https://www.youtube.com/redirect?event=chann...  \n",
              "31  ['https://www.youtube.com/redirect?event=chann...  \n",
              "32                                                 []  \n",
              "33  ['https://www.youtube.com/redirect?event=chann...  \n",
              "34  ['https://www.youtube.com/redirect?event=chann...  \n",
              "35                                                 []  \n",
              "36  ['https://www.youtube.com/redirect?event=chann...  \n",
              "37                                                 []  \n",
              "38                                                 []  \n",
              "39  ['https://www.youtube.com/redirect?event=chann...  \n",
              "40                                                 []  \n",
              "41                                                 []  \n",
              "42  ['https://www.youtube.com/channel/UCynZMv6CDy7...  \n",
              "43  ['https://www.youtube.com/redirect?event=chann...  \n",
              "44  ['https://www.youtube.com/redirect?event=chann...  \n",
              "45  ['https://www.youtube.com/redirect?event=chann...  \n",
              "46  ['https://www.youtube.com/redirect?event=chann...  \n",
              "47  ['http://www.youtube.com/channel/UChZ0JmGgyOWS...  \n",
              "48                                                 []  \n",
              "49  ['https://www.youtube.com/redirect?event=chann...  "
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-c658c2d9-48a8-468a-a18b-159a59d46ce8\">\n",
              "    <div class=\"colab-df-container\">\n",
              "      <div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\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>channel_id</th>\n",
              "      <th>channel_title</th>\n",
              "      <th>description</th>\n",
              "      <th>view_count</th>\n",
              "      <th>subscriber_count</th>\n",
              "      <th>video_count</th>\n",
              "      <th>created_time</th>\n",
              "      <th>uploads</th>\n",
              "      <th>other_links</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>UCn_l37ETRGxVsVqPAZM-y7w</td>\n",
              "      <td>Onkiify</td>\n",
              "      <td>Ahoy! Gamers What is Up it's your Boi Onkiify....</td>\n",
              "      <td>1443714</td>\n",
              "      <td>4820</td>\n",
              "      <td>193</td>\n",
              "      <td>2017-05-18T17:27:05Z</td>\n",
              "      <td>UUn_l37ETRGxVsVqPAZM-y7w</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>UCg3811K2k6ZW0T9wrUyq7UQ</td>\n",
              "      <td>Boyzz World Gaming</td>\n",
              "      <td>Sup Guys\\n                 I'm just a Weirdo W...</td>\n",
              "      <td>761326</td>\n",
              "      <td>1690</td>\n",
              "      <td>196</td>\n",
              "      <td>2020-09-07T06:42:54.28756Z</td>\n",
              "      <td>UUg3811K2k6ZW0T9wrUyq7UQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>UCO1-i4iqe_Kg0B-nwt5W0Gg</td>\n",
              "      <td>Majnu Gaming</td>\n",
              "      <td>Hello Gamer's 😍\\n\\nHello Family, \\nMera Name H...</td>\n",
              "      <td>290799</td>\n",
              "      <td>4690</td>\n",
              "      <td>468</td>\n",
              "      <td>2021-05-28T08:27:39.183399Z</td>\n",
              "      <td>UUO1-i4iqe_Kg0B-nwt5W0Gg</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>UC6AhmVhClcDx2RPsFFw_fAA</td>\n",
              "      <td>SELEM YT</td>\n",
              "      <td>\\nAGAR AAP LOG FREE FIRE LOVER❤️ HO TO MERA CH...</td>\n",
              "      <td>6427859</td>\n",
              "      <td>133000</td>\n",
              "      <td>339</td>\n",
              "      <td>2021-03-03T00:59:54.797482Z</td>\n",
              "      <td>UU6AhmVhClcDx2RPsFFw_fAA</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>UC5v-gTzCpaY257sxx-8P_-Q</td>\n",
              "      <td>Paglaa Tech</td>\n",
              "      <td>1000 subscribers - 31/12/2021\\n10000 subscribe...</td>\n",
              "      <td>17097445</td>\n",
              "      <td>147000</td>\n",
              "      <td>184</td>\n",
              "      <td>2016-05-16T16:06:36Z</td>\n",
              "      <td>UU5v-gTzCpaY257sxx-8P_-Q</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>UCHOrSFKttbAKpcyjnBfVqkw</td>\n",
              "      <td>Prabhat Gamer</td>\n",
              "      <td>Hi guys I am Prabhat from Uttarakhand❤️\\n🎬This...</td>\n",
              "      <td>154045275</td>\n",
              "      <td>2150000</td>\n",
              "      <td>249</td>\n",
              "      <td>2022-05-22T13:37:27.30071Z</td>\n",
              "      <td>UUHOrSFKttbAKpcyjnBfVqkw</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>UCQRSY8W2A1DST5qtm8NNhMA</td>\n",
              "      <td>SUBHAM HORE</td>\n",
              "      <td>So Hey Guys...!\\nSUBHAM HORE Hare And Welcome ...</td>\n",
              "      <td>53777584</td>\n",
              "      <td>1110000</td>\n",
              "      <td>1072</td>\n",
              "      <td>2019-09-22T03:47:52Z</td>\n",
              "      <td>UUQRSY8W2A1DST5qtm8NNhMA</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>UC2IuURiiASwNigfQJtXiRdQ</td>\n",
              "      <td>SILENT GIRL GAMING</td>\n",
              "      <td>🔔🔔 bell all pe set karlo 🔔🔔plz\\n❤️My name =Ani...</td>\n",
              "      <td>260787957</td>\n",
              "      <td>2590000</td>\n",
              "      <td>1407</td>\n",
              "      <td>2021-03-12T11:47:09.443209Z</td>\n",
              "      <td>UU2IuURiiASwNigfQJtXiRdQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>UC8k6b-QBPW79SOvO4C9hBOQ</td>\n",
              "      <td>Ziyan Ki Gang</td>\n",
              "      <td>Actors Funny Motivational Video Creator, Short...</td>\n",
              "      <td>1640577</td>\n",
              "      <td>10300</td>\n",
              "      <td>384</td>\n",
              "      <td>2022-06-08T17:46:44.155104Z</td>\n",
              "      <td>UU8k6b-QBPW79SOvO4C9hBOQ</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>UCo-61NMiPlPP6er3I9AcDvw</td>\n",
              "      <td>Comedy Box R k Gautam</td>\n",
              "      <td>हँसते रहो हँसाते रहो बस हमारा यही एक प्रयास है...</td>\n",
              "      <td>2852009</td>\n",
              "      <td>10100</td>\n",
              "      <td>297</td>\n",
              "      <td>2021-03-30T09:16:03.775671Z</td>\n",
              "      <td>UUo-61NMiPlPP6er3I9AcDvw</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>UCmVATZGddUN9Xj4NLoSzYcw</td>\n",
              "      <td>Jentilal</td>\n",
              "      <td>Hey, This is Jentilal and welcome to my Youtub...</td>\n",
              "      <td>2227523</td>\n",
              "      <td>5890</td>\n",
              "      <td>229</td>\n",
              "      <td>2021-06-30T10:29:53.422788Z</td>\n",
              "      <td>UUmVATZGddUN9Xj4NLoSzYcw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>UCNzn3WhDLAfulMSzFzqhqTw</td>\n",
              "      <td>AG !</td>\n",
              "      <td>Official Channel Of AG! \\nTwo Brother From ano...</td>\n",
              "      <td>19544498</td>\n",
              "      <td>91200</td>\n",
              "      <td>106</td>\n",
              "      <td>2018-09-12T07:03:24Z</td>\n",
              "      <td>UUNzn3WhDLAfulMSzFzqhqTw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>UCLHAyQ3M3Y-GWF3Pov1mFfw</td>\n",
              "      <td>Comedian Vikas Thakur</td>\n",
              "      <td>Comedian Vikas thakur from shimla Himachal par...</td>\n",
              "      <td>1086269</td>\n",
              "      <td>11400</td>\n",
              "      <td>67</td>\n",
              "      <td>2015-08-27T03:41:54Z</td>\n",
              "      <td>UULHAyQ3M3Y-GWF3Pov1mFfw</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>UCY5pmgVzfxBXHBjnRnP-alQ</td>\n",
              "      <td>DilSeBuraLagtaHai Bhai</td>\n",
              "      <td>NaN</td>\n",
              "      <td>5141</td>\n",
              "      <td>45</td>\n",
              "      <td>27</td>\n",
              "      <td>2021-02-02T21:08:13.783377Z</td>\n",
              "      <td>UUY5pmgVzfxBXHBjnRnP-alQ</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>UC1_-cyLlwnmTAesbMgruDpQ</td>\n",
              "      <td>Nazar Battu</td>\n",
              "      <td>Watch awesome content created across categorie...</td>\n",
              "      <td>573331048</td>\n",
              "      <td>4190000</td>\n",
              "      <td>195</td>\n",
              "      <td>2015-12-10T16:07:20Z</td>\n",
              "      <td>UU1_-cyLlwnmTAesbMgruDpQ</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>UC9cpGw2hVv-6G-76HO22jQg</td>\n",
              "      <td>Sudarshan Gurjar</td>\n",
              "      <td>This channel is dedicated to providing quality...</td>\n",
              "      <td>5642167</td>\n",
              "      <td>109000</td>\n",
              "      <td>303</td>\n",
              "      <td>2013-08-09T17:36:18Z</td>\n",
              "      <td>UU9cpGw2hVv-6G-76HO22jQg</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>UCdSZKaL2R4y-ZX5W57sf2rQ</td>\n",
              "      <td>Priyansh Agarwal</td>\n",
              "      <td>This channel is all about Competitive Programm...</td>\n",
              "      <td>1934597</td>\n",
              "      <td>46600</td>\n",
              "      <td>145</td>\n",
              "      <td>2020-02-20T12:12:07.624428Z</td>\n",
              "      <td>UUdSZKaL2R4y-ZX5W57sf2rQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>UCJihyK0A38SZ6SdJirEdIOw</td>\n",
              "      <td>Gate Smashers</td>\n",
              "      <td>Gate Smashers is India's no 1 Free education p...</td>\n",
              "      <td>268700525</td>\n",
              "      <td>1350000</td>\n",
              "      <td>1236</td>\n",
              "      <td>2017-09-25T05:08:33Z</td>\n",
              "      <td>UUJihyK0A38SZ6SdJirEdIOw</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>UCDYDsnf5-sljDu8s4GEvJPw</td>\n",
              "      <td>SAURABH DAHIVADKAR</td>\n",
              "      <td>Maths is Love ❤....\\nPassionately Mathematicia...</td>\n",
              "      <td>18266083</td>\n",
              "      <td>154000</td>\n",
              "      <td>757</td>\n",
              "      <td>2013-11-23T19:43:56Z</td>\n",
              "      <td>UUDYDsnf5-sljDu8s4GEvJPw</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>UCE_uu-BpfKPx8a-sjwBy-rA</td>\n",
              "      <td>Rajat Arora</td>\n",
              "      <td>We will make sure to let you learn everything ...</td>\n",
              "      <td>362923358</td>\n",
              "      <td>2060000</td>\n",
              "      <td>1250</td>\n",
              "      <td>2014-04-26T16:07:16Z</td>\n",
              "      <td>UUE_uu-BpfKPx8a-sjwBy-rA</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>UC3LtEVr13vCHJti1nYv_bFw</td>\n",
              "      <td>RAIL GYANKOSH</td>\n",
              "      <td>Railgyankosh: As the name says this channel is...</td>\n",
              "      <td>134394531</td>\n",
              "      <td>1000000</td>\n",
              "      <td>316</td>\n",
              "      <td>2016-09-08T11:47:40Z</td>\n",
              "      <td>UU3LtEVr13vCHJti1nYv_bFw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>UCkxqJvZRzhM0oaBjbu3ZjFg</td>\n",
              "      <td>Devsnest</td>\n",
              "      <td>Devsnest is an organization with the aim to cr...</td>\n",
              "      <td>557965</td>\n",
              "      <td>15400</td>\n",
              "      <td>200</td>\n",
              "      <td>2020-06-29T13:49:49.327828Z</td>\n",
              "      <td>UUkxqJvZRzhM0oaBjbu3ZjFg</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>UCRzYN32xtBf3Yxsx5BvJWJw</td>\n",
              "      <td>warikoo</td>\n",
              "      <td>warikoo is a serial entrepreneur, a bestsellin...</td>\n",
              "      <td>214606523</td>\n",
              "      <td>2800000</td>\n",
              "      <td>861</td>\n",
              "      <td>2017-08-01T09:30:48Z</td>\n",
              "      <td>UURzYN32xtBf3Yxsx5BvJWJw</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>UCWP4FTfQYQ5kaNzfUaiZT9A</td>\n",
              "      <td>Prafull MBA CHAI WALA</td>\n",
              "      <td>Hello, I am Prafull Billore, founder of MBA CH...</td>\n",
              "      <td>297531859</td>\n",
              "      <td>1650000</td>\n",
              "      <td>959</td>\n",
              "      <td>2019-10-04T09:45:45Z</td>\n",
              "      <td>UUWP4FTfQYQ5kaNzfUaiZT9A</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>UCFIgitcrfwvpmAhRp5OKZVw</td>\n",
              "      <td>Gold Janardhan Investor</td>\n",
              "      <td>Gold Janardhan channel share the information a...</td>\n",
              "      <td>56637</td>\n",
              "      <td>3560</td>\n",
              "      <td>124</td>\n",
              "      <td>2020-12-25T13:49:38.882715Z</td>\n",
              "      <td>UUFIgitcrfwvpmAhRp5OKZVw</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>UCe3qdG0A_gr-sEdat5y2twQ</td>\n",
              "      <td>CA Rachana Phadke Ranade</td>\n",
              "      <td>To Learn Stock Market in simplified language c...</td>\n",
              "      <td>231870766</td>\n",
              "      <td>4360000</td>\n",
              "      <td>1013</td>\n",
              "      <td>2009-03-10T11:52:05Z</td>\n",
              "      <td>UUe3qdG0A_gr-sEdat5y2twQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>UCwAdQUuPT6laN-AQR17fe1g</td>\n",
              "      <td>pranjal kamra</td>\n",
              "      <td>Dedicated to value investing, you will find vi...</td>\n",
              "      <td>368547033</td>\n",
              "      <td>5110000</td>\n",
              "      <td>418</td>\n",
              "      <td>2011-05-13T16:08:58Z</td>\n",
              "      <td>UUwAdQUuPT6laN-AQR17fe1g</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>UCwVEhEzsjLym_u1he4XWFkg</td>\n",
              "      <td>Finance With Sharan</td>\n",
              "      <td>Welcome to my channel. I'm a management consul...</td>\n",
              "      <td>388133294</td>\n",
              "      <td>1660000</td>\n",
              "      <td>273</td>\n",
              "      <td>2014-05-29T09:52:24Z</td>\n",
              "      <td>UUwVEhEzsjLym_u1he4XWFkg</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>UCkOtNAT3-B2rAPEleWaytrA</td>\n",
              "      <td>Ishaan Arora</td>\n",
              "      <td>College mein ho? To sahi jagah aaye ho! :)\\n\\n...</td>\n",
              "      <td>917729</td>\n",
              "      <td>19800</td>\n",
              "      <td>100</td>\n",
              "      <td>2022-05-27T15:22:09.597497Z</td>\n",
              "      <td>UUkOtNAT3-B2rAPEleWaytrA</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>UCrpsOBek4n-CQEckzt8AIvQ</td>\n",
              "      <td>Amusing Rii</td>\n",
              "      <td>For business enquiry: teamamusingrii@gmail.com</td>\n",
              "      <td>82651127</td>\n",
              "      <td>508000</td>\n",
              "      <td>117</td>\n",
              "      <td>2016-08-06T21:11:02Z</td>\n",
              "      <td>UUrpsOBek4n-CQEckzt8AIvQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>30</th>\n",
              "      <td>UC1A_QwNdwuIXCn61QqdcQwg</td>\n",
              "      <td>Sakshi Shrivas</td>\n",
              "      <td>MTV Splitsvilla 14 Contestant Sakshi Shrivas i...</td>\n",
              "      <td>32852015</td>\n",
              "      <td>197000</td>\n",
              "      <td>62</td>\n",
              "      <td>2016-07-21T13:50:38Z</td>\n",
              "      <td>UU1A_QwNdwuIXCn61QqdcQwg</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>31</th>\n",
              "      <td>UCW24Wt4EgHpuktSW6XAnt2g</td>\n",
              "      <td>Rohan Joshi</td>\n",
              "      <td>Welcome to the least consistent channel on the...</td>\n",
              "      <td>13150473</td>\n",
              "      <td>171000</td>\n",
              "      <td>92</td>\n",
              "      <td>2018-03-04T07:05:30Z</td>\n",
              "      <td>UUW24Wt4EgHpuktSW6XAnt2g</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>32</th>\n",
              "      <td>UCO8VhmV2Jhj7oBUGfiLxvow</td>\n",
              "      <td>Abhishek Prajapati</td>\n",
              "      <td>Hi Y'all !\\n\\nThanks for taking out time to kn...</td>\n",
              "      <td>57523239</td>\n",
              "      <td>105000</td>\n",
              "      <td>348</td>\n",
              "      <td>2021-09-02T20:49:48.864135Z</td>\n",
              "      <td>UUO8VhmV2Jhj7oBUGfiLxvow</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>33</th>\n",
              "      <td>UCNn6AaHharXIbkRleXGboiQ</td>\n",
              "      <td>Mumbiker Nikhil</td>\n",
              "      <td>ABOUT ME:\\nI LOVE TO VLOG MY LIFE\\n\\nCamera : ...</td>\n",
              "      <td>1524540220</td>\n",
              "      <td>3960000</td>\n",
              "      <td>2123</td>\n",
              "      <td>2013-07-03T13:53:50Z</td>\n",
              "      <td>UUNn6AaHharXIbkRleXGboiQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>34</th>\n",
              "      <td>UCqgdGSJPEKCGwElnwnKGE6Q</td>\n",
              "      <td>MOinsideHIT</td>\n",
              "      <td>Hey there! Welcome to my YouTube channel. My n...</td>\n",
              "      <td>297497038</td>\n",
              "      <td>1000000</td>\n",
              "      <td>1026</td>\n",
              "      <td>2012-05-12T13:45:50Z</td>\n",
              "      <td>UUqgdGSJPEKCGwElnwnKGE6Q</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>35</th>\n",
              "      <td>UCDKDG2S_vHO5ylo_APTPS7w</td>\n",
              "      <td>Intxstelar</td>\n",
              "      <td>🗿☕</td>\n",
              "      <td>37350665</td>\n",
              "      <td>184000</td>\n",
              "      <td>130</td>\n",
              "      <td>2020-11-12T09:31:57.655786Z</td>\n",
              "      <td>UUDKDG2S_vHO5ylo_APTPS7w</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>36</th>\n",
              "      <td>UCIsEhwBMPkRHsEgqYAPQHsA</td>\n",
              "      <td>ChessBase India</td>\n",
              "      <td>ChessBase India is the \"Most Popular\" chess pl...</td>\n",
              "      <td>909271596</td>\n",
              "      <td>1170000</td>\n",
              "      <td>8777</td>\n",
              "      <td>2015-07-23T18:23:03Z</td>\n",
              "      <td>UUIsEhwBMPkRHsEgqYAPQHsA</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>37</th>\n",
              "      <td>UCzgCuuPQa1nMlZP9ruPYDNw</td>\n",
              "      <td>R.G Bucket List</td>\n",
              "      <td>Cartoons banata hoon!\\n\\n\\n\\nBusiness purpose:...</td>\n",
              "      <td>124390259</td>\n",
              "      <td>3020000</td>\n",
              "      <td>16</td>\n",
              "      <td>2016-01-15T17:28:22Z</td>\n",
              "      <td>UUzgCuuPQa1nMlZP9ruPYDNw</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>38</th>\n",
              "      <td>UCLkAGBKrHFGS6fg10-w-KsQ</td>\n",
              "      <td>Anime Spirit</td>\n",
              "      <td>Our Channel Is For Doraemon Otakus And Anime L...</td>\n",
              "      <td>34383474</td>\n",
              "      <td>276000</td>\n",
              "      <td>143</td>\n",
              "      <td>2020-05-10T04:12:33.457908Z</td>\n",
              "      <td>UULkAGBKrHFGS6fg10-w-KsQ</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>39</th>\n",
              "      <td>UCfhbydY40P2Lli9HuBz8cdA</td>\n",
              "      <td>SeeKen</td>\n",
              "      <td>IMPROVING THE QUALITY OF OUR LIFE BY GAINING K...</td>\n",
              "      <td>295923498</td>\n",
              "      <td>3920000</td>\n",
              "      <td>444</td>\n",
              "      <td>2015-12-29T17:44:47Z</td>\n",
              "      <td>UUfhbydY40P2Lli9HuBz8cdA</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>40</th>\n",
              "      <td>UCWZtQWpe1C2AksuJ5_eCMAQ</td>\n",
              "      <td>Neon Man</td>\n",
              "      <td>Welcome to India's #1 YouTube News Channel!\\n\\...</td>\n",
              "      <td>507172318</td>\n",
              "      <td>1820000</td>\n",
              "      <td>1185</td>\n",
              "      <td>2017-04-17T21:14:35Z</td>\n",
              "      <td>UUWZtQWpe1C2AksuJ5_eCMAQ</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>41</th>\n",
              "      <td>UC7adUjW8qMUsqO4HHTbwKgg</td>\n",
              "      <td>NeuzBoy</td>\n",
              "      <td>Indian YouTube News Channel\\n\\nFor Business En...</td>\n",
              "      <td>383891033</td>\n",
              "      <td>1170000</td>\n",
              "      <td>1025</td>\n",
              "      <td>2019-03-10T03:29:19Z</td>\n",
              "      <td>UU7adUjW8qMUsqO4HHTbwKgg</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>42</th>\n",
              "      <td>UCynZMv6CDy7glTEuQ7up5nA</td>\n",
              "      <td>Roman Mania</td>\n",
              "      <td>The biggest fan Roman Reigns #of THE HEAD OF T...</td>\n",
              "      <td>6008183</td>\n",
              "      <td>103000</td>\n",
              "      <td>281</td>\n",
              "      <td>2021-11-22T00:50:56.109721Z</td>\n",
              "      <td>UUynZMv6CDy7glTEuQ7up5nA</td>\n",
              "      <td>['https://www.youtube.com/channel/UCynZMv6CDy7...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>43</th>\n",
              "      <td>UCYLS9TSah19IsB8yyUpiDzg</td>\n",
              "      <td>Jordindian</td>\n",
              "      <td>Two friends, one from Jordan and the other fro...</td>\n",
              "      <td>584652553</td>\n",
              "      <td>2780000</td>\n",
              "      <td>185</td>\n",
              "      <td>2016-11-28T23:54:24Z</td>\n",
              "      <td>UUYLS9TSah19IsB8yyUpiDzg</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>44</th>\n",
              "      <td>UC1GV2cARf3nSuxdav2JiOCQ</td>\n",
              "      <td>Vivek Desai</td>\n",
              "      <td>Illusionist | Mentalist | Humanitarian | Liar\\...</td>\n",
              "      <td>24390585</td>\n",
              "      <td>90400</td>\n",
              "      <td>425</td>\n",
              "      <td>2016-06-06T11:09:03Z</td>\n",
              "      <td>UU1GV2cARf3nSuxdav2JiOCQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>45</th>\n",
              "      <td>UCAov2BBv1ZJav0c_yHEciAw</td>\n",
              "      <td>Samay Raina</td>\n",
              "      <td>I do it for the laugh emoji</td>\n",
              "      <td>340523224</td>\n",
              "      <td>1130000</td>\n",
              "      <td>872</td>\n",
              "      <td>2013-09-23T10:11:51Z</td>\n",
              "      <td>UUAov2BBv1ZJav0c_yHEciAw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>46</th>\n",
              "      <td>UCJCDyiH2d2Tcy6SymCGYjlw</td>\n",
              "      <td>Log Kya Kahenge</td>\n",
              "      <td>Serving you with a delicious platter of humour...</td>\n",
              "      <td>57763135</td>\n",
              "      <td>503000</td>\n",
              "      <td>157</td>\n",
              "      <td>2015-05-08T03:11:10Z</td>\n",
              "      <td>UUJCDyiH2d2Tcy6SymCGYjlw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>47</th>\n",
              "      <td>UChZ0JmGgyOWSU-1iXxPhsVA</td>\n",
              "      <td>Sambhavna Seth Entertainment</td>\n",
              "      <td>This is the official channel of Sambhavna Seth...</td>\n",
              "      <td>1975052135</td>\n",
              "      <td>3460000</td>\n",
              "      <td>1568</td>\n",
              "      <td>2014-07-26T20:05:55Z</td>\n",
              "      <td>UUhZ0JmGgyOWSU-1iXxPhsVA</td>\n",
              "      <td>['http://www.youtube.com/channel/UChZ0JmGgyOWS...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>48</th>\n",
              "      <td>UC8mlgT6I0aSexwFPsOgMG_g</td>\n",
              "      <td>ANS Entertainment</td>\n",
              "      <td>ans entertainment is an entertainment  channel...</td>\n",
              "      <td>102133580</td>\n",
              "      <td>1390000</td>\n",
              "      <td>123</td>\n",
              "      <td>2016-10-15T20:15:26Z</td>\n",
              "      <td>UU8mlgT6I0aSexwFPsOgMG_g</td>\n",
              "      <td>[]</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>49</th>\n",
              "      <td>UCM-yUTYGmrNvKOCcAl21g3w</td>\n",
              "      <td>Jenny's Lectures CS IT</td>\n",
              "      <td>Jenny’s Lectures CS IT is a Free YouTube Chann...</td>\n",
              "      <td>126587245</td>\n",
              "      <td>1170000</td>\n",
              "      <td>600</td>\n",
              "      <td>2019-01-19T18:46:22Z</td>\n",
              "      <td>UUM-yUTYGmrNvKOCcAl21g3w</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-c658c2d9-48a8-468a-a18b-159a59d46ce8')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
              "              style=\"display:none;\">\n",
              "        \n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "       width=\"24px\">\n",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-c658c2d9-48a8-468a-a18b-159a59d46ce8 button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-c658c2d9-48a8-468a-a18b-159a59d46ce8');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
              "          const docLink = document.createElement('div');\n",
              "          docLink.innerHTML = docLinkHtml;\n",
              "          element.appendChild(docLink);\n",
              "        }\n",
              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 85
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "\n",
        "\n",
        "# Convert the \"created_time\" column to datetime format\n",
        "df2[\"created_time\"] = pd.to_datetime(df2[\"created_time\"])\n",
        "\n",
        "# Create separate \"date\" and \"time\" columns\n",
        "df2[\"date\"] = df2[\"created_time\"].dt.date\n",
        "df2[\"time\"] = df2[\"created_time\"].dt.time\n"
      ],
      "metadata": {
        "id": "7BY55a2qzCLE"
      },
      "execution_count": 86,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "df2"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "iRAw92n_zGc9",
        "outputId": "3c7379a2-c066-4345-81d8-2dd957496602"
      },
      "execution_count": 87,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                  channel_id                 channel_title  \\\n",
              "0   UCn_l37ETRGxVsVqPAZM-y7w                       Onkiify   \n",
              "1   UCg3811K2k6ZW0T9wrUyq7UQ            Boyzz World Gaming   \n",
              "2   UCO1-i4iqe_Kg0B-nwt5W0Gg                  Majnu Gaming   \n",
              "3   UC6AhmVhClcDx2RPsFFw_fAA                      SELEM YT   \n",
              "4   UC5v-gTzCpaY257sxx-8P_-Q                   Paglaa Tech   \n",
              "5   UCHOrSFKttbAKpcyjnBfVqkw                 Prabhat Gamer   \n",
              "6   UCQRSY8W2A1DST5qtm8NNhMA                   SUBHAM HORE   \n",
              "7   UC2IuURiiASwNigfQJtXiRdQ            SILENT GIRL GAMING   \n",
              "8   UC8k6b-QBPW79SOvO4C9hBOQ                 Ziyan Ki Gang   \n",
              "9   UCo-61NMiPlPP6er3I9AcDvw         Comedy Box R k Gautam   \n",
              "10  UCmVATZGddUN9Xj4NLoSzYcw                      Jentilal   \n",
              "11  UCNzn3WhDLAfulMSzFzqhqTw                          AG !   \n",
              "12  UCLHAyQ3M3Y-GWF3Pov1mFfw         Comedian Vikas Thakur   \n",
              "13  UCY5pmgVzfxBXHBjnRnP-alQ        DilSeBuraLagtaHai Bhai   \n",
              "14  UC1_-cyLlwnmTAesbMgruDpQ                   Nazar Battu   \n",
              "15  UC9cpGw2hVv-6G-76HO22jQg              Sudarshan Gurjar   \n",
              "16  UCdSZKaL2R4y-ZX5W57sf2rQ              Priyansh Agarwal   \n",
              "17  UCJihyK0A38SZ6SdJirEdIOw                 Gate Smashers   \n",
              "18  UCDYDsnf5-sljDu8s4GEvJPw            SAURABH DAHIVADKAR   \n",
              "19  UCE_uu-BpfKPx8a-sjwBy-rA                   Rajat Arora   \n",
              "20  UC3LtEVr13vCHJti1nYv_bFw                 RAIL GYANKOSH   \n",
              "21  UCkxqJvZRzhM0oaBjbu3ZjFg                      Devsnest   \n",
              "22  UCRzYN32xtBf3Yxsx5BvJWJw                       warikoo   \n",
              "23  UCWP4FTfQYQ5kaNzfUaiZT9A         Prafull MBA CHAI WALA   \n",
              "24  UCFIgitcrfwvpmAhRp5OKZVw       Gold Janardhan Investor   \n",
              "25  UCe3qdG0A_gr-sEdat5y2twQ      CA Rachana Phadke Ranade   \n",
              "26  UCwAdQUuPT6laN-AQR17fe1g                 pranjal kamra   \n",
              "27  UCwVEhEzsjLym_u1he4XWFkg           Finance With Sharan   \n",
              "28  UCkOtNAT3-B2rAPEleWaytrA                  Ishaan Arora   \n",
              "29  UCrpsOBek4n-CQEckzt8AIvQ                   Amusing Rii   \n",
              "30  UC1A_QwNdwuIXCn61QqdcQwg                Sakshi Shrivas   \n",
              "31  UCW24Wt4EgHpuktSW6XAnt2g                   Rohan Joshi   \n",
              "32  UCO8VhmV2Jhj7oBUGfiLxvow            Abhishek Prajapati   \n",
              "33  UCNn6AaHharXIbkRleXGboiQ               Mumbiker Nikhil   \n",
              "34  UCqgdGSJPEKCGwElnwnKGE6Q                   MOinsideHIT   \n",
              "35  UCDKDG2S_vHO5ylo_APTPS7w                    Intxstelar   \n",
              "36  UCIsEhwBMPkRHsEgqYAPQHsA               ChessBase India   \n",
              "37  UCzgCuuPQa1nMlZP9ruPYDNw               R.G Bucket List   \n",
              "38  UCLkAGBKrHFGS6fg10-w-KsQ                  Anime Spirit   \n",
              "39  UCfhbydY40P2Lli9HuBz8cdA                        SeeKen   \n",
              "40  UCWZtQWpe1C2AksuJ5_eCMAQ                      Neon Man   \n",
              "41  UC7adUjW8qMUsqO4HHTbwKgg                       NeuzBoy   \n",
              "42  UCynZMv6CDy7glTEuQ7up5nA                   Roman Mania   \n",
              "43  UCYLS9TSah19IsB8yyUpiDzg                    Jordindian   \n",
              "44  UC1GV2cARf3nSuxdav2JiOCQ                   Vivek Desai   \n",
              "45  UCAov2BBv1ZJav0c_yHEciAw                   Samay Raina   \n",
              "46  UCJCDyiH2d2Tcy6SymCGYjlw               Log Kya Kahenge   \n",
              "47  UChZ0JmGgyOWSU-1iXxPhsVA  Sambhavna Seth Entertainment   \n",
              "48  UC8mlgT6I0aSexwFPsOgMG_g             ANS Entertainment   \n",
              "49  UCM-yUTYGmrNvKOCcAl21g3w        Jenny's Lectures CS IT   \n",
              "\n",
              "                                          description  view_count  \\\n",
              "0   Ahoy! Gamers What is Up it's your Boi Onkiify....     1443714   \n",
              "1   Sup Guys\\n                 I'm just a Weirdo W...      761326   \n",
              "2   Hello Gamer's 😍\\n\\nHello Family, \\nMera Name H...      290799   \n",
              "3   \\nAGAR AAP LOG FREE FIRE LOVER❤️ HO TO MERA CH...     6427859   \n",
              "4   1000 subscribers - 31/12/2021\\n10000 subscribe...    17097445   \n",
              "5   Hi guys I am Prabhat from Uttarakhand❤️\\n🎬This...   154045275   \n",
              "6   So Hey Guys...!\\nSUBHAM HORE Hare And Welcome ...    53777584   \n",
              "7   🔔🔔 bell all pe set karlo 🔔🔔plz\\n❤️My name =Ani...   260787957   \n",
              "8   Actors Funny Motivational Video Creator, Short...     1640577   \n",
              "9   हँसते रहो हँसाते रहो बस हमारा यही एक प्रयास है...     2852009   \n",
              "10  Hey, This is Jentilal and welcome to my Youtub...     2227523   \n",
              "11  Official Channel Of AG! \\nTwo Brother From ano...    19544498   \n",
              "12  Comedian Vikas thakur from shimla Himachal par...     1086269   \n",
              "13                                                NaN        5141   \n",
              "14  Watch awesome content created across categorie...   573331048   \n",
              "15  This channel is dedicated to providing quality...     5642167   \n",
              "16  This channel is all about Competitive Programm...     1934597   \n",
              "17  Gate Smashers is India's no 1 Free education p...   268700525   \n",
              "18  Maths is Love ❤....\\nPassionately Mathematicia...    18266083   \n",
              "19  We will make sure to let you learn everything ...   362923358   \n",
              "20  Railgyankosh: As the name says this channel is...   134394531   \n",
              "21  Devsnest is an organization with the aim to cr...      557965   \n",
              "22  warikoo is a serial entrepreneur, a bestsellin...   214606523   \n",
              "23  Hello, I am Prafull Billore, founder of MBA CH...   297531859   \n",
              "24  Gold Janardhan channel share the information a...       56637   \n",
              "25  To Learn Stock Market in simplified language c...   231870766   \n",
              "26  Dedicated to value investing, you will find vi...   368547033   \n",
              "27  Welcome to my channel. I'm a management consul...   388133294   \n",
              "28  College mein ho? To sahi jagah aaye ho! :)\\n\\n...      917729   \n",
              "29     For business enquiry: teamamusingrii@gmail.com    82651127   \n",
              "30  MTV Splitsvilla 14 Contestant Sakshi Shrivas i...    32852015   \n",
              "31  Welcome to the least consistent channel on the...    13150473   \n",
              "32  Hi Y'all !\\n\\nThanks for taking out time to kn...    57523239   \n",
              "33  ABOUT ME:\\nI LOVE TO VLOG MY LIFE\\n\\nCamera : ...  1524540220   \n",
              "34  Hey there! Welcome to my YouTube channel. My n...   297497038   \n",
              "35                                                 🗿☕    37350665   \n",
              "36  ChessBase India is the \"Most Popular\" chess pl...   909271596   \n",
              "37  Cartoons banata hoon!\\n\\n\\n\\nBusiness purpose:...   124390259   \n",
              "38  Our Channel Is For Doraemon Otakus And Anime L...    34383474   \n",
              "39  IMPROVING THE QUALITY OF OUR LIFE BY GAINING K...   295923498   \n",
              "40  Welcome to India's #1 YouTube News Channel!\\n\\...   507172318   \n",
              "41  Indian YouTube News Channel\\n\\nFor Business En...   383891033   \n",
              "42  The biggest fan Roman Reigns #of THE HEAD OF T...     6008183   \n",
              "43  Two friends, one from Jordan and the other fro...   584652553   \n",
              "44  Illusionist | Mentalist | Humanitarian | Liar\\...    24390585   \n",
              "45                        I do it for the laugh emoji   340523224   \n",
              "46  Serving you with a delicious platter of humour...    57763135   \n",
              "47  This is the official channel of Sambhavna Seth...  1975052135   \n",
              "48  ans entertainment is an entertainment  channel...   102133580   \n",
              "49  Jenny’s Lectures CS IT is a Free YouTube Chann...   126587245   \n",
              "\n",
              "    subscriber_count  video_count                     created_time  \\\n",
              "0               4820          193        2017-05-18 17:27:05+00:00   \n",
              "1               1690          196 2020-09-07 06:42:54.287560+00:00   \n",
              "2               4690          468 2021-05-28 08:27:39.183399+00:00   \n",
              "3             133000          339 2021-03-03 00:59:54.797482+00:00   \n",
              "4             147000          184        2016-05-16 16:06:36+00:00   \n",
              "5            2150000          249 2022-05-22 13:37:27.300710+00:00   \n",
              "6            1110000         1072        2019-09-22 03:47:52+00:00   \n",
              "7            2590000         1407 2021-03-12 11:47:09.443209+00:00   \n",
              "8              10300          384 2022-06-08 17:46:44.155104+00:00   \n",
              "9              10100          297 2021-03-30 09:16:03.775671+00:00   \n",
              "10              5890          229 2021-06-30 10:29:53.422788+00:00   \n",
              "11             91200          106        2018-09-12 07:03:24+00:00   \n",
              "12             11400           67        2015-08-27 03:41:54+00:00   \n",
              "13                45           27 2021-02-02 21:08:13.783377+00:00   \n",
              "14           4190000          195        2015-12-10 16:07:20+00:00   \n",
              "15            109000          303        2013-08-09 17:36:18+00:00   \n",
              "16             46600          145 2020-02-20 12:12:07.624428+00:00   \n",
              "17           1350000         1236        2017-09-25 05:08:33+00:00   \n",
              "18            154000          757        2013-11-23 19:43:56+00:00   \n",
              "19           2060000         1250        2014-04-26 16:07:16+00:00   \n",
              "20           1000000          316        2016-09-08 11:47:40+00:00   \n",
              "21             15400          200 2020-06-29 13:49:49.327828+00:00   \n",
              "22           2800000          861        2017-08-01 09:30:48+00:00   \n",
              "23           1650000          959        2019-10-04 09:45:45+00:00   \n",
              "24              3560          124 2020-12-25 13:49:38.882715+00:00   \n",
              "25           4360000         1013        2009-03-10 11:52:05+00:00   \n",
              "26           5110000          418        2011-05-13 16:08:58+00:00   \n",
              "27           1660000          273        2014-05-29 09:52:24+00:00   \n",
              "28             19800          100 2022-05-27 15:22:09.597497+00:00   \n",
              "29            508000          117        2016-08-06 21:11:02+00:00   \n",
              "30            197000           62        2016-07-21 13:50:38+00:00   \n",
              "31            171000           92        2018-03-04 07:05:30+00:00   \n",
              "32            105000          348 2021-09-02 20:49:48.864135+00:00   \n",
              "33           3960000         2123        2013-07-03 13:53:50+00:00   \n",
              "34           1000000         1026        2012-05-12 13:45:50+00:00   \n",
              "35            184000          130 2020-11-12 09:31:57.655786+00:00   \n",
              "36           1170000         8777        2015-07-23 18:23:03+00:00   \n",
              "37           3020000           16        2016-01-15 17:28:22+00:00   \n",
              "38            276000          143 2020-05-10 04:12:33.457908+00:00   \n",
              "39           3920000          444        2015-12-29 17:44:47+00:00   \n",
              "40           1820000         1185        2017-04-17 21:14:35+00:00   \n",
              "41           1170000         1025        2019-03-10 03:29:19+00:00   \n",
              "42            103000          281 2021-11-22 00:50:56.109721+00:00   \n",
              "43           2780000          185        2016-11-28 23:54:24+00:00   \n",
              "44             90400          425        2016-06-06 11:09:03+00:00   \n",
              "45           1130000          872        2013-09-23 10:11:51+00:00   \n",
              "46            503000          157        2015-05-08 03:11:10+00:00   \n",
              "47           3460000         1568        2014-07-26 20:05:55+00:00   \n",
              "48           1390000          123        2016-10-15 20:15:26+00:00   \n",
              "49           1170000          600        2019-01-19 18:46:22+00:00   \n",
              "\n",
              "                     uploads  \\\n",
              "0   UUn_l37ETRGxVsVqPAZM-y7w   \n",
              "1   UUg3811K2k6ZW0T9wrUyq7UQ   \n",
              "2   UUO1-i4iqe_Kg0B-nwt5W0Gg   \n",
              "3   UU6AhmVhClcDx2RPsFFw_fAA   \n",
              "4   UU5v-gTzCpaY257sxx-8P_-Q   \n",
              "5   UUHOrSFKttbAKpcyjnBfVqkw   \n",
              "6   UUQRSY8W2A1DST5qtm8NNhMA   \n",
              "7   UU2IuURiiASwNigfQJtXiRdQ   \n",
              "8   UU8k6b-QBPW79SOvO4C9hBOQ   \n",
              "9   UUo-61NMiPlPP6er3I9AcDvw   \n",
              "10  UUmVATZGddUN9Xj4NLoSzYcw   \n",
              "11  UUNzn3WhDLAfulMSzFzqhqTw   \n",
              "12  UULHAyQ3M3Y-GWF3Pov1mFfw   \n",
              "13  UUY5pmgVzfxBXHBjnRnP-alQ   \n",
              "14  UU1_-cyLlwnmTAesbMgruDpQ   \n",
              "15  UU9cpGw2hVv-6G-76HO22jQg   \n",
              "16  UUdSZKaL2R4y-ZX5W57sf2rQ   \n",
              "17  UUJihyK0A38SZ6SdJirEdIOw   \n",
              "18  UUDYDsnf5-sljDu8s4GEvJPw   \n",
              "19  UUE_uu-BpfKPx8a-sjwBy-rA   \n",
              "20  UU3LtEVr13vCHJti1nYv_bFw   \n",
              "21  UUkxqJvZRzhM0oaBjbu3ZjFg   \n",
              "22  UURzYN32xtBf3Yxsx5BvJWJw   \n",
              "23  UUWP4FTfQYQ5kaNzfUaiZT9A   \n",
              "24  UUFIgitcrfwvpmAhRp5OKZVw   \n",
              "25  UUe3qdG0A_gr-sEdat5y2twQ   \n",
              "26  UUwAdQUuPT6laN-AQR17fe1g   \n",
              "27  UUwVEhEzsjLym_u1he4XWFkg   \n",
              "28  UUkOtNAT3-B2rAPEleWaytrA   \n",
              "29  UUrpsOBek4n-CQEckzt8AIvQ   \n",
              "30  UU1A_QwNdwuIXCn61QqdcQwg   \n",
              "31  UUW24Wt4EgHpuktSW6XAnt2g   \n",
              "32  UUO8VhmV2Jhj7oBUGfiLxvow   \n",
              "33  UUNn6AaHharXIbkRleXGboiQ   \n",
              "34  UUqgdGSJPEKCGwElnwnKGE6Q   \n",
              "35  UUDKDG2S_vHO5ylo_APTPS7w   \n",
              "36  UUIsEhwBMPkRHsEgqYAPQHsA   \n",
              "37  UUzgCuuPQa1nMlZP9ruPYDNw   \n",
              "38  UULkAGBKrHFGS6fg10-w-KsQ   \n",
              "39  UUfhbydY40P2Lli9HuBz8cdA   \n",
              "40  UUWZtQWpe1C2AksuJ5_eCMAQ   \n",
              "41  UU7adUjW8qMUsqO4HHTbwKgg   \n",
              "42  UUynZMv6CDy7glTEuQ7up5nA   \n",
              "43  UUYLS9TSah19IsB8yyUpiDzg   \n",
              "44  UU1GV2cARf3nSuxdav2JiOCQ   \n",
              "45  UUAov2BBv1ZJav0c_yHEciAw   \n",
              "46  UUJCDyiH2d2Tcy6SymCGYjlw   \n",
              "47  UUhZ0JmGgyOWSU-1iXxPhsVA   \n",
              "48  UU8mlgT6I0aSexwFPsOgMG_g   \n",
              "49  UUM-yUTYGmrNvKOCcAl21g3w   \n",
              "\n",
              "                                          other_links        date  \\\n",
              "0   ['https://www.youtube.com/redirect?event=chann...  2017-05-18   \n",
              "1   ['https://www.youtube.com/redirect?event=chann...  2020-09-07   \n",
              "2   ['https://www.youtube.com/redirect?event=chann...  2021-05-28   \n",
              "3                                                  []  2021-03-03   \n",
              "4                                                  []  2016-05-16   \n",
              "5                                                  []  2022-05-22   \n",
              "6                                                  []  2019-09-22   \n",
              "7   ['https://www.youtube.com/redirect?event=chann...  2021-03-12   \n",
              "8                                                  []  2022-06-08   \n",
              "9                                                  []  2021-03-30   \n",
              "10  ['https://www.youtube.com/redirect?event=chann...  2021-06-30   \n",
              "11  ['https://www.youtube.com/redirect?event=chann...  2018-09-12   \n",
              "12                                                 []  2015-08-27   \n",
              "13                                                 []  2021-02-02   \n",
              "14                                                 []  2015-12-10   \n",
              "15                                                 []  2013-08-09   \n",
              "16  ['https://www.youtube.com/redirect?event=chann...  2020-02-20   \n",
              "17                                                 []  2017-09-25   \n",
              "18                                                 []  2013-11-23   \n",
              "19  ['https://www.youtube.com/redirect?event=chann...  2014-04-26   \n",
              "20  ['https://www.youtube.com/redirect?event=chann...  2016-09-08   \n",
              "21                                                 []  2020-06-29   \n",
              "22                                                 []  2017-08-01   \n",
              "23                                                 []  2019-10-04   \n",
              "24                                                 []  2020-12-25   \n",
              "25  ['https://www.youtube.com/redirect?event=chann...  2009-03-10   \n",
              "26  ['https://www.youtube.com/redirect?event=chann...  2011-05-13   \n",
              "27  ['https://www.youtube.com/redirect?event=chann...  2014-05-29   \n",
              "28  ['https://www.youtube.com/redirect?event=chann...  2022-05-27   \n",
              "29  ['https://www.youtube.com/redirect?event=chann...  2016-08-06   \n",
              "30  ['https://www.youtube.com/redirect?event=chann...  2016-07-21   \n",
              "31  ['https://www.youtube.com/redirect?event=chann...  2018-03-04   \n",
              "32                                                 []  2021-09-02   \n",
              "33  ['https://www.youtube.com/redirect?event=chann...  2013-07-03   \n",
              "34  ['https://www.youtube.com/redirect?event=chann...  2012-05-12   \n",
              "35                                                 []  2020-11-12   \n",
              "36  ['https://www.youtube.com/redirect?event=chann...  2015-07-23   \n",
              "37                                                 []  2016-01-15   \n",
              "38                                                 []  2020-05-10   \n",
              "39  ['https://www.youtube.com/redirect?event=chann...  2015-12-29   \n",
              "40                                                 []  2017-04-17   \n",
              "41                                                 []  2019-03-10   \n",
              "42  ['https://www.youtube.com/channel/UCynZMv6CDy7...  2021-11-22   \n",
              "43  ['https://www.youtube.com/redirect?event=chann...  2016-11-28   \n",
              "44  ['https://www.youtube.com/redirect?event=chann...  2016-06-06   \n",
              "45  ['https://www.youtube.com/redirect?event=chann...  2013-09-23   \n",
              "46  ['https://www.youtube.com/redirect?event=chann...  2015-05-08   \n",
              "47  ['http://www.youtube.com/channel/UChZ0JmGgyOWS...  2014-07-26   \n",
              "48                                                 []  2016-10-15   \n",
              "49  ['https://www.youtube.com/redirect?event=chann...  2019-01-19   \n",
              "\n",
              "               time  \n",
              "0          17:27:05  \n",
              "1   06:42:54.287560  \n",
              "2   08:27:39.183399  \n",
              "3   00:59:54.797482  \n",
              "4          16:06:36  \n",
              "5   13:37:27.300710  \n",
              "6          03:47:52  \n",
              "7   11:47:09.443209  \n",
              "8   17:46:44.155104  \n",
              "9   09:16:03.775671  \n",
              "10  10:29:53.422788  \n",
              "11         07:03:24  \n",
              "12         03:41:54  \n",
              "13  21:08:13.783377  \n",
              "14         16:07:20  \n",
              "15         17:36:18  \n",
              "16  12:12:07.624428  \n",
              "17         05:08:33  \n",
              "18         19:43:56  \n",
              "19         16:07:16  \n",
              "20         11:47:40  \n",
              "21  13:49:49.327828  \n",
              "22         09:30:48  \n",
              "23         09:45:45  \n",
              "24  13:49:38.882715  \n",
              "25         11:52:05  \n",
              "26         16:08:58  \n",
              "27         09:52:24  \n",
              "28  15:22:09.597497  \n",
              "29         21:11:02  \n",
              "30         13:50:38  \n",
              "31         07:05:30  \n",
              "32  20:49:48.864135  \n",
              "33         13:53:50  \n",
              "34         13:45:50  \n",
              "35  09:31:57.655786  \n",
              "36         18:23:03  \n",
              "37         17:28:22  \n",
              "38  04:12:33.457908  \n",
              "39         17:44:47  \n",
              "40         21:14:35  \n",
              "41         03:29:19  \n",
              "42  00:50:56.109721  \n",
              "43         23:54:24  \n",
              "44         11:09:03  \n",
              "45         10:11:51  \n",
              "46         03:11:10  \n",
              "47         20:05:55  \n",
              "48         20:15:26  \n",
              "49         18:46:22  "
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-a394b2f3-27ba-4dcc-8147-979ae77b93eb\">\n",
              "    <div class=\"colab-df-container\">\n",
              "      <div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\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>channel_id</th>\n",
              "      <th>channel_title</th>\n",
              "      <th>description</th>\n",
              "      <th>view_count</th>\n",
              "      <th>subscriber_count</th>\n",
              "      <th>video_count</th>\n",
              "      <th>created_time</th>\n",
              "      <th>uploads</th>\n",
              "      <th>other_links</th>\n",
              "      <th>date</th>\n",
              "      <th>time</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>UCn_l37ETRGxVsVqPAZM-y7w</td>\n",
              "      <td>Onkiify</td>\n",
              "      <td>Ahoy! Gamers What is Up it's your Boi Onkiify....</td>\n",
              "      <td>1443714</td>\n",
              "      <td>4820</td>\n",
              "      <td>193</td>\n",
              "      <td>2017-05-18 17:27:05+00:00</td>\n",
              "      <td>UUn_l37ETRGxVsVqPAZM-y7w</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2017-05-18</td>\n",
              "      <td>17:27:05</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>UCg3811K2k6ZW0T9wrUyq7UQ</td>\n",
              "      <td>Boyzz World Gaming</td>\n",
              "      <td>Sup Guys\\n                 I'm just a Weirdo W...</td>\n",
              "      <td>761326</td>\n",
              "      <td>1690</td>\n",
              "      <td>196</td>\n",
              "      <td>2020-09-07 06:42:54.287560+00:00</td>\n",
              "      <td>UUg3811K2k6ZW0T9wrUyq7UQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2020-09-07</td>\n",
              "      <td>06:42:54.287560</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>UCO1-i4iqe_Kg0B-nwt5W0Gg</td>\n",
              "      <td>Majnu Gaming</td>\n",
              "      <td>Hello Gamer's 😍\\n\\nHello Family, \\nMera Name H...</td>\n",
              "      <td>290799</td>\n",
              "      <td>4690</td>\n",
              "      <td>468</td>\n",
              "      <td>2021-05-28 08:27:39.183399+00:00</td>\n",
              "      <td>UUO1-i4iqe_Kg0B-nwt5W0Gg</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2021-05-28</td>\n",
              "      <td>08:27:39.183399</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>UC6AhmVhClcDx2RPsFFw_fAA</td>\n",
              "      <td>SELEM YT</td>\n",
              "      <td>\\nAGAR AAP LOG FREE FIRE LOVER❤️ HO TO MERA CH...</td>\n",
              "      <td>6427859</td>\n",
              "      <td>133000</td>\n",
              "      <td>339</td>\n",
              "      <td>2021-03-03 00:59:54.797482+00:00</td>\n",
              "      <td>UU6AhmVhClcDx2RPsFFw_fAA</td>\n",
              "      <td>[]</td>\n",
              "      <td>2021-03-03</td>\n",
              "      <td>00:59:54.797482</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>UC5v-gTzCpaY257sxx-8P_-Q</td>\n",
              "      <td>Paglaa Tech</td>\n",
              "      <td>1000 subscribers - 31/12/2021\\n10000 subscribe...</td>\n",
              "      <td>17097445</td>\n",
              "      <td>147000</td>\n",
              "      <td>184</td>\n",
              "      <td>2016-05-16 16:06:36+00:00</td>\n",
              "      <td>UU5v-gTzCpaY257sxx-8P_-Q</td>\n",
              "      <td>[]</td>\n",
              "      <td>2016-05-16</td>\n",
              "      <td>16:06:36</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>UCHOrSFKttbAKpcyjnBfVqkw</td>\n",
              "      <td>Prabhat Gamer</td>\n",
              "      <td>Hi guys I am Prabhat from Uttarakhand❤️\\n🎬This...</td>\n",
              "      <td>154045275</td>\n",
              "      <td>2150000</td>\n",
              "      <td>249</td>\n",
              "      <td>2022-05-22 13:37:27.300710+00:00</td>\n",
              "      <td>UUHOrSFKttbAKpcyjnBfVqkw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2022-05-22</td>\n",
              "      <td>13:37:27.300710</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>UCQRSY8W2A1DST5qtm8NNhMA</td>\n",
              "      <td>SUBHAM HORE</td>\n",
              "      <td>So Hey Guys...!\\nSUBHAM HORE Hare And Welcome ...</td>\n",
              "      <td>53777584</td>\n",
              "      <td>1110000</td>\n",
              "      <td>1072</td>\n",
              "      <td>2019-09-22 03:47:52+00:00</td>\n",
              "      <td>UUQRSY8W2A1DST5qtm8NNhMA</td>\n",
              "      <td>[]</td>\n",
              "      <td>2019-09-22</td>\n",
              "      <td>03:47:52</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>UC2IuURiiASwNigfQJtXiRdQ</td>\n",
              "      <td>SILENT GIRL GAMING</td>\n",
              "      <td>🔔🔔 bell all pe set karlo 🔔🔔plz\\n❤️My name =Ani...</td>\n",
              "      <td>260787957</td>\n",
              "      <td>2590000</td>\n",
              "      <td>1407</td>\n",
              "      <td>2021-03-12 11:47:09.443209+00:00</td>\n",
              "      <td>UU2IuURiiASwNigfQJtXiRdQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2021-03-12</td>\n",
              "      <td>11:47:09.443209</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>UC8k6b-QBPW79SOvO4C9hBOQ</td>\n",
              "      <td>Ziyan Ki Gang</td>\n",
              "      <td>Actors Funny Motivational Video Creator, Short...</td>\n",
              "      <td>1640577</td>\n",
              "      <td>10300</td>\n",
              "      <td>384</td>\n",
              "      <td>2022-06-08 17:46:44.155104+00:00</td>\n",
              "      <td>UU8k6b-QBPW79SOvO4C9hBOQ</td>\n",
              "      <td>[]</td>\n",
              "      <td>2022-06-08</td>\n",
              "      <td>17:46:44.155104</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>UCo-61NMiPlPP6er3I9AcDvw</td>\n",
              "      <td>Comedy Box R k Gautam</td>\n",
              "      <td>हँसते रहो हँसाते रहो बस हमारा यही एक प्रयास है...</td>\n",
              "      <td>2852009</td>\n",
              "      <td>10100</td>\n",
              "      <td>297</td>\n",
              "      <td>2021-03-30 09:16:03.775671+00:00</td>\n",
              "      <td>UUo-61NMiPlPP6er3I9AcDvw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2021-03-30</td>\n",
              "      <td>09:16:03.775671</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>UCmVATZGddUN9Xj4NLoSzYcw</td>\n",
              "      <td>Jentilal</td>\n",
              "      <td>Hey, This is Jentilal and welcome to my Youtub...</td>\n",
              "      <td>2227523</td>\n",
              "      <td>5890</td>\n",
              "      <td>229</td>\n",
              "      <td>2021-06-30 10:29:53.422788+00:00</td>\n",
              "      <td>UUmVATZGddUN9Xj4NLoSzYcw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2021-06-30</td>\n",
              "      <td>10:29:53.422788</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>UCNzn3WhDLAfulMSzFzqhqTw</td>\n",
              "      <td>AG !</td>\n",
              "      <td>Official Channel Of AG! \\nTwo Brother From ano...</td>\n",
              "      <td>19544498</td>\n",
              "      <td>91200</td>\n",
              "      <td>106</td>\n",
              "      <td>2018-09-12 07:03:24+00:00</td>\n",
              "      <td>UUNzn3WhDLAfulMSzFzqhqTw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2018-09-12</td>\n",
              "      <td>07:03:24</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>UCLHAyQ3M3Y-GWF3Pov1mFfw</td>\n",
              "      <td>Comedian Vikas Thakur</td>\n",
              "      <td>Comedian Vikas thakur from shimla Himachal par...</td>\n",
              "      <td>1086269</td>\n",
              "      <td>11400</td>\n",
              "      <td>67</td>\n",
              "      <td>2015-08-27 03:41:54+00:00</td>\n",
              "      <td>UULHAyQ3M3Y-GWF3Pov1mFfw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2015-08-27</td>\n",
              "      <td>03:41:54</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>UCY5pmgVzfxBXHBjnRnP-alQ</td>\n",
              "      <td>DilSeBuraLagtaHai Bhai</td>\n",
              "      <td>NaN</td>\n",
              "      <td>5141</td>\n",
              "      <td>45</td>\n",
              "      <td>27</td>\n",
              "      <td>2021-02-02 21:08:13.783377+00:00</td>\n",
              "      <td>UUY5pmgVzfxBXHBjnRnP-alQ</td>\n",
              "      <td>[]</td>\n",
              "      <td>2021-02-02</td>\n",
              "      <td>21:08:13.783377</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>UC1_-cyLlwnmTAesbMgruDpQ</td>\n",
              "      <td>Nazar Battu</td>\n",
              "      <td>Watch awesome content created across categorie...</td>\n",
              "      <td>573331048</td>\n",
              "      <td>4190000</td>\n",
              "      <td>195</td>\n",
              "      <td>2015-12-10 16:07:20+00:00</td>\n",
              "      <td>UU1_-cyLlwnmTAesbMgruDpQ</td>\n",
              "      <td>[]</td>\n",
              "      <td>2015-12-10</td>\n",
              "      <td>16:07:20</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>UC9cpGw2hVv-6G-76HO22jQg</td>\n",
              "      <td>Sudarshan Gurjar</td>\n",
              "      <td>This channel is dedicated to providing quality...</td>\n",
              "      <td>5642167</td>\n",
              "      <td>109000</td>\n",
              "      <td>303</td>\n",
              "      <td>2013-08-09 17:36:18+00:00</td>\n",
              "      <td>UU9cpGw2hVv-6G-76HO22jQg</td>\n",
              "      <td>[]</td>\n",
              "      <td>2013-08-09</td>\n",
              "      <td>17:36:18</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>UCdSZKaL2R4y-ZX5W57sf2rQ</td>\n",
              "      <td>Priyansh Agarwal</td>\n",
              "      <td>This channel is all about Competitive Programm...</td>\n",
              "      <td>1934597</td>\n",
              "      <td>46600</td>\n",
              "      <td>145</td>\n",
              "      <td>2020-02-20 12:12:07.624428+00:00</td>\n",
              "      <td>UUdSZKaL2R4y-ZX5W57sf2rQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2020-02-20</td>\n",
              "      <td>12:12:07.624428</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>UCJihyK0A38SZ6SdJirEdIOw</td>\n",
              "      <td>Gate Smashers</td>\n",
              "      <td>Gate Smashers is India's no 1 Free education p...</td>\n",
              "      <td>268700525</td>\n",
              "      <td>1350000</td>\n",
              "      <td>1236</td>\n",
              "      <td>2017-09-25 05:08:33+00:00</td>\n",
              "      <td>UUJihyK0A38SZ6SdJirEdIOw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2017-09-25</td>\n",
              "      <td>05:08:33</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>UCDYDsnf5-sljDu8s4GEvJPw</td>\n",
              "      <td>SAURABH DAHIVADKAR</td>\n",
              "      <td>Maths is Love ❤....\\nPassionately Mathematicia...</td>\n",
              "      <td>18266083</td>\n",
              "      <td>154000</td>\n",
              "      <td>757</td>\n",
              "      <td>2013-11-23 19:43:56+00:00</td>\n",
              "      <td>UUDYDsnf5-sljDu8s4GEvJPw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2013-11-23</td>\n",
              "      <td>19:43:56</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>UCE_uu-BpfKPx8a-sjwBy-rA</td>\n",
              "      <td>Rajat Arora</td>\n",
              "      <td>We will make sure to let you learn everything ...</td>\n",
              "      <td>362923358</td>\n",
              "      <td>2060000</td>\n",
              "      <td>1250</td>\n",
              "      <td>2014-04-26 16:07:16+00:00</td>\n",
              "      <td>UUE_uu-BpfKPx8a-sjwBy-rA</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2014-04-26</td>\n",
              "      <td>16:07:16</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>UC3LtEVr13vCHJti1nYv_bFw</td>\n",
              "      <td>RAIL GYANKOSH</td>\n",
              "      <td>Railgyankosh: As the name says this channel is...</td>\n",
              "      <td>134394531</td>\n",
              "      <td>1000000</td>\n",
              "      <td>316</td>\n",
              "      <td>2016-09-08 11:47:40+00:00</td>\n",
              "      <td>UU3LtEVr13vCHJti1nYv_bFw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2016-09-08</td>\n",
              "      <td>11:47:40</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>UCkxqJvZRzhM0oaBjbu3ZjFg</td>\n",
              "      <td>Devsnest</td>\n",
              "      <td>Devsnest is an organization with the aim to cr...</td>\n",
              "      <td>557965</td>\n",
              "      <td>15400</td>\n",
              "      <td>200</td>\n",
              "      <td>2020-06-29 13:49:49.327828+00:00</td>\n",
              "      <td>UUkxqJvZRzhM0oaBjbu3ZjFg</td>\n",
              "      <td>[]</td>\n",
              "      <td>2020-06-29</td>\n",
              "      <td>13:49:49.327828</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>UCRzYN32xtBf3Yxsx5BvJWJw</td>\n",
              "      <td>warikoo</td>\n",
              "      <td>warikoo is a serial entrepreneur, a bestsellin...</td>\n",
              "      <td>214606523</td>\n",
              "      <td>2800000</td>\n",
              "      <td>861</td>\n",
              "      <td>2017-08-01 09:30:48+00:00</td>\n",
              "      <td>UURzYN32xtBf3Yxsx5BvJWJw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2017-08-01</td>\n",
              "      <td>09:30:48</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>UCWP4FTfQYQ5kaNzfUaiZT9A</td>\n",
              "      <td>Prafull MBA CHAI WALA</td>\n",
              "      <td>Hello, I am Prafull Billore, founder of MBA CH...</td>\n",
              "      <td>297531859</td>\n",
              "      <td>1650000</td>\n",
              "      <td>959</td>\n",
              "      <td>2019-10-04 09:45:45+00:00</td>\n",
              "      <td>UUWP4FTfQYQ5kaNzfUaiZT9A</td>\n",
              "      <td>[]</td>\n",
              "      <td>2019-10-04</td>\n",
              "      <td>09:45:45</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>UCFIgitcrfwvpmAhRp5OKZVw</td>\n",
              "      <td>Gold Janardhan Investor</td>\n",
              "      <td>Gold Janardhan channel share the information a...</td>\n",
              "      <td>56637</td>\n",
              "      <td>3560</td>\n",
              "      <td>124</td>\n",
              "      <td>2020-12-25 13:49:38.882715+00:00</td>\n",
              "      <td>UUFIgitcrfwvpmAhRp5OKZVw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2020-12-25</td>\n",
              "      <td>13:49:38.882715</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>UCe3qdG0A_gr-sEdat5y2twQ</td>\n",
              "      <td>CA Rachana Phadke Ranade</td>\n",
              "      <td>To Learn Stock Market in simplified language c...</td>\n",
              "      <td>231870766</td>\n",
              "      <td>4360000</td>\n",
              "      <td>1013</td>\n",
              "      <td>2009-03-10 11:52:05+00:00</td>\n",
              "      <td>UUe3qdG0A_gr-sEdat5y2twQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2009-03-10</td>\n",
              "      <td>11:52:05</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>UCwAdQUuPT6laN-AQR17fe1g</td>\n",
              "      <td>pranjal kamra</td>\n",
              "      <td>Dedicated to value investing, you will find vi...</td>\n",
              "      <td>368547033</td>\n",
              "      <td>5110000</td>\n",
              "      <td>418</td>\n",
              "      <td>2011-05-13 16:08:58+00:00</td>\n",
              "      <td>UUwAdQUuPT6laN-AQR17fe1g</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2011-05-13</td>\n",
              "      <td>16:08:58</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>UCwVEhEzsjLym_u1he4XWFkg</td>\n",
              "      <td>Finance With Sharan</td>\n",
              "      <td>Welcome to my channel. I'm a management consul...</td>\n",
              "      <td>388133294</td>\n",
              "      <td>1660000</td>\n",
              "      <td>273</td>\n",
              "      <td>2014-05-29 09:52:24+00:00</td>\n",
              "      <td>UUwVEhEzsjLym_u1he4XWFkg</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2014-05-29</td>\n",
              "      <td>09:52:24</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>UCkOtNAT3-B2rAPEleWaytrA</td>\n",
              "      <td>Ishaan Arora</td>\n",
              "      <td>College mein ho? To sahi jagah aaye ho! :)\\n\\n...</td>\n",
              "      <td>917729</td>\n",
              "      <td>19800</td>\n",
              "      <td>100</td>\n",
              "      <td>2022-05-27 15:22:09.597497+00:00</td>\n",
              "      <td>UUkOtNAT3-B2rAPEleWaytrA</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2022-05-27</td>\n",
              "      <td>15:22:09.597497</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>UCrpsOBek4n-CQEckzt8AIvQ</td>\n",
              "      <td>Amusing Rii</td>\n",
              "      <td>For business enquiry: teamamusingrii@gmail.com</td>\n",
              "      <td>82651127</td>\n",
              "      <td>508000</td>\n",
              "      <td>117</td>\n",
              "      <td>2016-08-06 21:11:02+00:00</td>\n",
              "      <td>UUrpsOBek4n-CQEckzt8AIvQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2016-08-06</td>\n",
              "      <td>21:11:02</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>30</th>\n",
              "      <td>UC1A_QwNdwuIXCn61QqdcQwg</td>\n",
              "      <td>Sakshi Shrivas</td>\n",
              "      <td>MTV Splitsvilla 14 Contestant Sakshi Shrivas i...</td>\n",
              "      <td>32852015</td>\n",
              "      <td>197000</td>\n",
              "      <td>62</td>\n",
              "      <td>2016-07-21 13:50:38+00:00</td>\n",
              "      <td>UU1A_QwNdwuIXCn61QqdcQwg</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2016-07-21</td>\n",
              "      <td>13:50:38</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>31</th>\n",
              "      <td>UCW24Wt4EgHpuktSW6XAnt2g</td>\n",
              "      <td>Rohan Joshi</td>\n",
              "      <td>Welcome to the least consistent channel on the...</td>\n",
              "      <td>13150473</td>\n",
              "      <td>171000</td>\n",
              "      <td>92</td>\n",
              "      <td>2018-03-04 07:05:30+00:00</td>\n",
              "      <td>UUW24Wt4EgHpuktSW6XAnt2g</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2018-03-04</td>\n",
              "      <td>07:05:30</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>32</th>\n",
              "      <td>UCO8VhmV2Jhj7oBUGfiLxvow</td>\n",
              "      <td>Abhishek Prajapati</td>\n",
              "      <td>Hi Y'all !\\n\\nThanks for taking out time to kn...</td>\n",
              "      <td>57523239</td>\n",
              "      <td>105000</td>\n",
              "      <td>348</td>\n",
              "      <td>2021-09-02 20:49:48.864135+00:00</td>\n",
              "      <td>UUO8VhmV2Jhj7oBUGfiLxvow</td>\n",
              "      <td>[]</td>\n",
              "      <td>2021-09-02</td>\n",
              "      <td>20:49:48.864135</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>33</th>\n",
              "      <td>UCNn6AaHharXIbkRleXGboiQ</td>\n",
              "      <td>Mumbiker Nikhil</td>\n",
              "      <td>ABOUT ME:\\nI LOVE TO VLOG MY LIFE\\n\\nCamera : ...</td>\n",
              "      <td>1524540220</td>\n",
              "      <td>3960000</td>\n",
              "      <td>2123</td>\n",
              "      <td>2013-07-03 13:53:50+00:00</td>\n",
              "      <td>UUNn6AaHharXIbkRleXGboiQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2013-07-03</td>\n",
              "      <td>13:53:50</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>34</th>\n",
              "      <td>UCqgdGSJPEKCGwElnwnKGE6Q</td>\n",
              "      <td>MOinsideHIT</td>\n",
              "      <td>Hey there! Welcome to my YouTube channel. My n...</td>\n",
              "      <td>297497038</td>\n",
              "      <td>1000000</td>\n",
              "      <td>1026</td>\n",
              "      <td>2012-05-12 13:45:50+00:00</td>\n",
              "      <td>UUqgdGSJPEKCGwElnwnKGE6Q</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2012-05-12</td>\n",
              "      <td>13:45:50</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>35</th>\n",
              "      <td>UCDKDG2S_vHO5ylo_APTPS7w</td>\n",
              "      <td>Intxstelar</td>\n",
              "      <td>🗿☕</td>\n",
              "      <td>37350665</td>\n",
              "      <td>184000</td>\n",
              "      <td>130</td>\n",
              "      <td>2020-11-12 09:31:57.655786+00:00</td>\n",
              "      <td>UUDKDG2S_vHO5ylo_APTPS7w</td>\n",
              "      <td>[]</td>\n",
              "      <td>2020-11-12</td>\n",
              "      <td>09:31:57.655786</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>36</th>\n",
              "      <td>UCIsEhwBMPkRHsEgqYAPQHsA</td>\n",
              "      <td>ChessBase India</td>\n",
              "      <td>ChessBase India is the \"Most Popular\" chess pl...</td>\n",
              "      <td>909271596</td>\n",
              "      <td>1170000</td>\n",
              "      <td>8777</td>\n",
              "      <td>2015-07-23 18:23:03+00:00</td>\n",
              "      <td>UUIsEhwBMPkRHsEgqYAPQHsA</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2015-07-23</td>\n",
              "      <td>18:23:03</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>37</th>\n",
              "      <td>UCzgCuuPQa1nMlZP9ruPYDNw</td>\n",
              "      <td>R.G Bucket List</td>\n",
              "      <td>Cartoons banata hoon!\\n\\n\\n\\nBusiness purpose:...</td>\n",
              "      <td>124390259</td>\n",
              "      <td>3020000</td>\n",
              "      <td>16</td>\n",
              "      <td>2016-01-15 17:28:22+00:00</td>\n",
              "      <td>UUzgCuuPQa1nMlZP9ruPYDNw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2016-01-15</td>\n",
              "      <td>17:28:22</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>38</th>\n",
              "      <td>UCLkAGBKrHFGS6fg10-w-KsQ</td>\n",
              "      <td>Anime Spirit</td>\n",
              "      <td>Our Channel Is For Doraemon Otakus And Anime L...</td>\n",
              "      <td>34383474</td>\n",
              "      <td>276000</td>\n",
              "      <td>143</td>\n",
              "      <td>2020-05-10 04:12:33.457908+00:00</td>\n",
              "      <td>UULkAGBKrHFGS6fg10-w-KsQ</td>\n",
              "      <td>[]</td>\n",
              "      <td>2020-05-10</td>\n",
              "      <td>04:12:33.457908</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>39</th>\n",
              "      <td>UCfhbydY40P2Lli9HuBz8cdA</td>\n",
              "      <td>SeeKen</td>\n",
              "      <td>IMPROVING THE QUALITY OF OUR LIFE BY GAINING K...</td>\n",
              "      <td>295923498</td>\n",
              "      <td>3920000</td>\n",
              "      <td>444</td>\n",
              "      <td>2015-12-29 17:44:47+00:00</td>\n",
              "      <td>UUfhbydY40P2Lli9HuBz8cdA</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2015-12-29</td>\n",
              "      <td>17:44:47</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>40</th>\n",
              "      <td>UCWZtQWpe1C2AksuJ5_eCMAQ</td>\n",
              "      <td>Neon Man</td>\n",
              "      <td>Welcome to India's #1 YouTube News Channel!\\n\\...</td>\n",
              "      <td>507172318</td>\n",
              "      <td>1820000</td>\n",
              "      <td>1185</td>\n",
              "      <td>2017-04-17 21:14:35+00:00</td>\n",
              "      <td>UUWZtQWpe1C2AksuJ5_eCMAQ</td>\n",
              "      <td>[]</td>\n",
              "      <td>2017-04-17</td>\n",
              "      <td>21:14:35</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>41</th>\n",
              "      <td>UC7adUjW8qMUsqO4HHTbwKgg</td>\n",
              "      <td>NeuzBoy</td>\n",
              "      <td>Indian YouTube News Channel\\n\\nFor Business En...</td>\n",
              "      <td>383891033</td>\n",
              "      <td>1170000</td>\n",
              "      <td>1025</td>\n",
              "      <td>2019-03-10 03:29:19+00:00</td>\n",
              "      <td>UU7adUjW8qMUsqO4HHTbwKgg</td>\n",
              "      <td>[]</td>\n",
              "      <td>2019-03-10</td>\n",
              "      <td>03:29:19</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>42</th>\n",
              "      <td>UCynZMv6CDy7glTEuQ7up5nA</td>\n",
              "      <td>Roman Mania</td>\n",
              "      <td>The biggest fan Roman Reigns #of THE HEAD OF T...</td>\n",
              "      <td>6008183</td>\n",
              "      <td>103000</td>\n",
              "      <td>281</td>\n",
              "      <td>2021-11-22 00:50:56.109721+00:00</td>\n",
              "      <td>UUynZMv6CDy7glTEuQ7up5nA</td>\n",
              "      <td>['https://www.youtube.com/channel/UCynZMv6CDy7...</td>\n",
              "      <td>2021-11-22</td>\n",
              "      <td>00:50:56.109721</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>43</th>\n",
              "      <td>UCYLS9TSah19IsB8yyUpiDzg</td>\n",
              "      <td>Jordindian</td>\n",
              "      <td>Two friends, one from Jordan and the other fro...</td>\n",
              "      <td>584652553</td>\n",
              "      <td>2780000</td>\n",
              "      <td>185</td>\n",
              "      <td>2016-11-28 23:54:24+00:00</td>\n",
              "      <td>UUYLS9TSah19IsB8yyUpiDzg</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2016-11-28</td>\n",
              "      <td>23:54:24</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>44</th>\n",
              "      <td>UC1GV2cARf3nSuxdav2JiOCQ</td>\n",
              "      <td>Vivek Desai</td>\n",
              "      <td>Illusionist | Mentalist | Humanitarian | Liar\\...</td>\n",
              "      <td>24390585</td>\n",
              "      <td>90400</td>\n",
              "      <td>425</td>\n",
              "      <td>2016-06-06 11:09:03+00:00</td>\n",
              "      <td>UU1GV2cARf3nSuxdav2JiOCQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2016-06-06</td>\n",
              "      <td>11:09:03</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>45</th>\n",
              "      <td>UCAov2BBv1ZJav0c_yHEciAw</td>\n",
              "      <td>Samay Raina</td>\n",
              "      <td>I do it for the laugh emoji</td>\n",
              "      <td>340523224</td>\n",
              "      <td>1130000</td>\n",
              "      <td>872</td>\n",
              "      <td>2013-09-23 10:11:51+00:00</td>\n",
              "      <td>UUAov2BBv1ZJav0c_yHEciAw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2013-09-23</td>\n",
              "      <td>10:11:51</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>46</th>\n",
              "      <td>UCJCDyiH2d2Tcy6SymCGYjlw</td>\n",
              "      <td>Log Kya Kahenge</td>\n",
              "      <td>Serving you with a delicious platter of humour...</td>\n",
              "      <td>57763135</td>\n",
              "      <td>503000</td>\n",
              "      <td>157</td>\n",
              "      <td>2015-05-08 03:11:10+00:00</td>\n",
              "      <td>UUJCDyiH2d2Tcy6SymCGYjlw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2015-05-08</td>\n",
              "      <td>03:11:10</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>47</th>\n",
              "      <td>UChZ0JmGgyOWSU-1iXxPhsVA</td>\n",
              "      <td>Sambhavna Seth Entertainment</td>\n",
              "      <td>This is the official channel of Sambhavna Seth...</td>\n",
              "      <td>1975052135</td>\n",
              "      <td>3460000</td>\n",
              "      <td>1568</td>\n",
              "      <td>2014-07-26 20:05:55+00:00</td>\n",
              "      <td>UUhZ0JmGgyOWSU-1iXxPhsVA</td>\n",
              "      <td>['http://www.youtube.com/channel/UChZ0JmGgyOWS...</td>\n",
              "      <td>2014-07-26</td>\n",
              "      <td>20:05:55</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>48</th>\n",
              "      <td>UC8mlgT6I0aSexwFPsOgMG_g</td>\n",
              "      <td>ANS Entertainment</td>\n",
              "      <td>ans entertainment is an entertainment  channel...</td>\n",
              "      <td>102133580</td>\n",
              "      <td>1390000</td>\n",
              "      <td>123</td>\n",
              "      <td>2016-10-15 20:15:26+00:00</td>\n",
              "      <td>UU8mlgT6I0aSexwFPsOgMG_g</td>\n",
              "      <td>[]</td>\n",
              "      <td>2016-10-15</td>\n",
              "      <td>20:15:26</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>49</th>\n",
              "      <td>UCM-yUTYGmrNvKOCcAl21g3w</td>\n",
              "      <td>Jenny's Lectures CS IT</td>\n",
              "      <td>Jenny’s Lectures CS IT is a Free YouTube Chann...</td>\n",
              "      <td>126587245</td>\n",
              "      <td>1170000</td>\n",
              "      <td>600</td>\n",
              "      <td>2019-01-19 18:46:22+00:00</td>\n",
              "      <td>UUM-yUTYGmrNvKOCcAl21g3w</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2019-01-19</td>\n",
              "      <td>18:46:22</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-a394b2f3-27ba-4dcc-8147-979ae77b93eb')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
              "              style=\"display:none;\">\n",
              "        \n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "       width=\"24px\">\n",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-a394b2f3-27ba-4dcc-8147-979ae77b93eb button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-a394b2f3-27ba-4dcc-8147-979ae77b93eb');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
              "          const docLink = document.createElement('div');\n",
              "          docLink.innerHTML = docLinkHtml;\n",
              "          element.appendChild(docLink);\n",
              "        }\n",
              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 87
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "df2['time'] = df2['time'].apply(lambda x: x.strftime('%H:%M'))\n",
        "df2"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "7eZK4zAv7jnT",
        "outputId": "741e7320-eb48-49a0-adc2-e5b6f1c02204"
      },
      "execution_count": 88,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                  channel_id                 channel_title  \\\n",
              "0   UCn_l37ETRGxVsVqPAZM-y7w                       Onkiify   \n",
              "1   UCg3811K2k6ZW0T9wrUyq7UQ            Boyzz World Gaming   \n",
              "2   UCO1-i4iqe_Kg0B-nwt5W0Gg                  Majnu Gaming   \n",
              "3   UC6AhmVhClcDx2RPsFFw_fAA                      SELEM YT   \n",
              "4   UC5v-gTzCpaY257sxx-8P_-Q                   Paglaa Tech   \n",
              "5   UCHOrSFKttbAKpcyjnBfVqkw                 Prabhat Gamer   \n",
              "6   UCQRSY8W2A1DST5qtm8NNhMA                   SUBHAM HORE   \n",
              "7   UC2IuURiiASwNigfQJtXiRdQ            SILENT GIRL GAMING   \n",
              "8   UC8k6b-QBPW79SOvO4C9hBOQ                 Ziyan Ki Gang   \n",
              "9   UCo-61NMiPlPP6er3I9AcDvw         Comedy Box R k Gautam   \n",
              "10  UCmVATZGddUN9Xj4NLoSzYcw                      Jentilal   \n",
              "11  UCNzn3WhDLAfulMSzFzqhqTw                          AG !   \n",
              "12  UCLHAyQ3M3Y-GWF3Pov1mFfw         Comedian Vikas Thakur   \n",
              "13  UCY5pmgVzfxBXHBjnRnP-alQ        DilSeBuraLagtaHai Bhai   \n",
              "14  UC1_-cyLlwnmTAesbMgruDpQ                   Nazar Battu   \n",
              "15  UC9cpGw2hVv-6G-76HO22jQg              Sudarshan Gurjar   \n",
              "16  UCdSZKaL2R4y-ZX5W57sf2rQ              Priyansh Agarwal   \n",
              "17  UCJihyK0A38SZ6SdJirEdIOw                 Gate Smashers   \n",
              "18  UCDYDsnf5-sljDu8s4GEvJPw            SAURABH DAHIVADKAR   \n",
              "19  UCE_uu-BpfKPx8a-sjwBy-rA                   Rajat Arora   \n",
              "20  UC3LtEVr13vCHJti1nYv_bFw                 RAIL GYANKOSH   \n",
              "21  UCkxqJvZRzhM0oaBjbu3ZjFg                      Devsnest   \n",
              "22  UCRzYN32xtBf3Yxsx5BvJWJw                       warikoo   \n",
              "23  UCWP4FTfQYQ5kaNzfUaiZT9A         Prafull MBA CHAI WALA   \n",
              "24  UCFIgitcrfwvpmAhRp5OKZVw       Gold Janardhan Investor   \n",
              "25  UCe3qdG0A_gr-sEdat5y2twQ      CA Rachana Phadke Ranade   \n",
              "26  UCwAdQUuPT6laN-AQR17fe1g                 pranjal kamra   \n",
              "27  UCwVEhEzsjLym_u1he4XWFkg           Finance With Sharan   \n",
              "28  UCkOtNAT3-B2rAPEleWaytrA                  Ishaan Arora   \n",
              "29  UCrpsOBek4n-CQEckzt8AIvQ                   Amusing Rii   \n",
              "30  UC1A_QwNdwuIXCn61QqdcQwg                Sakshi Shrivas   \n",
              "31  UCW24Wt4EgHpuktSW6XAnt2g                   Rohan Joshi   \n",
              "32  UCO8VhmV2Jhj7oBUGfiLxvow            Abhishek Prajapati   \n",
              "33  UCNn6AaHharXIbkRleXGboiQ               Mumbiker Nikhil   \n",
              "34  UCqgdGSJPEKCGwElnwnKGE6Q                   MOinsideHIT   \n",
              "35  UCDKDG2S_vHO5ylo_APTPS7w                    Intxstelar   \n",
              "36  UCIsEhwBMPkRHsEgqYAPQHsA               ChessBase India   \n",
              "37  UCzgCuuPQa1nMlZP9ruPYDNw               R.G Bucket List   \n",
              "38  UCLkAGBKrHFGS6fg10-w-KsQ                  Anime Spirit   \n",
              "39  UCfhbydY40P2Lli9HuBz8cdA                        SeeKen   \n",
              "40  UCWZtQWpe1C2AksuJ5_eCMAQ                      Neon Man   \n",
              "41  UC7adUjW8qMUsqO4HHTbwKgg                       NeuzBoy   \n",
              "42  UCynZMv6CDy7glTEuQ7up5nA                   Roman Mania   \n",
              "43  UCYLS9TSah19IsB8yyUpiDzg                    Jordindian   \n",
              "44  UC1GV2cARf3nSuxdav2JiOCQ                   Vivek Desai   \n",
              "45  UCAov2BBv1ZJav0c_yHEciAw                   Samay Raina   \n",
              "46  UCJCDyiH2d2Tcy6SymCGYjlw               Log Kya Kahenge   \n",
              "47  UChZ0JmGgyOWSU-1iXxPhsVA  Sambhavna Seth Entertainment   \n",
              "48  UC8mlgT6I0aSexwFPsOgMG_g             ANS Entertainment   \n",
              "49  UCM-yUTYGmrNvKOCcAl21g3w        Jenny's Lectures CS IT   \n",
              "\n",
              "                                          description  view_count  \\\n",
              "0   Ahoy! Gamers What is Up it's your Boi Onkiify....     1443714   \n",
              "1   Sup Guys\\n                 I'm just a Weirdo W...      761326   \n",
              "2   Hello Gamer's 😍\\n\\nHello Family, \\nMera Name H...      290799   \n",
              "3   \\nAGAR AAP LOG FREE FIRE LOVER❤️ HO TO MERA CH...     6427859   \n",
              "4   1000 subscribers - 31/12/2021\\n10000 subscribe...    17097445   \n",
              "5   Hi guys I am Prabhat from Uttarakhand❤️\\n🎬This...   154045275   \n",
              "6   So Hey Guys...!\\nSUBHAM HORE Hare And Welcome ...    53777584   \n",
              "7   🔔🔔 bell all pe set karlo 🔔🔔plz\\n❤️My name =Ani...   260787957   \n",
              "8   Actors Funny Motivational Video Creator, Short...     1640577   \n",
              "9   हँसते रहो हँसाते रहो बस हमारा यही एक प्रयास है...     2852009   \n",
              "10  Hey, This is Jentilal and welcome to my Youtub...     2227523   \n",
              "11  Official Channel Of AG! \\nTwo Brother From ano...    19544498   \n",
              "12  Comedian Vikas thakur from shimla Himachal par...     1086269   \n",
              "13                                                NaN        5141   \n",
              "14  Watch awesome content created across categorie...   573331048   \n",
              "15  This channel is dedicated to providing quality...     5642167   \n",
              "16  This channel is all about Competitive Programm...     1934597   \n",
              "17  Gate Smashers is India's no 1 Free education p...   268700525   \n",
              "18  Maths is Love ❤....\\nPassionately Mathematicia...    18266083   \n",
              "19  We will make sure to let you learn everything ...   362923358   \n",
              "20  Railgyankosh: As the name says this channel is...   134394531   \n",
              "21  Devsnest is an organization with the aim to cr...      557965   \n",
              "22  warikoo is a serial entrepreneur, a bestsellin...   214606523   \n",
              "23  Hello, I am Prafull Billore, founder of MBA CH...   297531859   \n",
              "24  Gold Janardhan channel share the information a...       56637   \n",
              "25  To Learn Stock Market in simplified language c...   231870766   \n",
              "26  Dedicated to value investing, you will find vi...   368547033   \n",
              "27  Welcome to my channel. I'm a management consul...   388133294   \n",
              "28  College mein ho? To sahi jagah aaye ho! :)\\n\\n...      917729   \n",
              "29     For business enquiry: teamamusingrii@gmail.com    82651127   \n",
              "30  MTV Splitsvilla 14 Contestant Sakshi Shrivas i...    32852015   \n",
              "31  Welcome to the least consistent channel on the...    13150473   \n",
              "32  Hi Y'all !\\n\\nThanks for taking out time to kn...    57523239   \n",
              "33  ABOUT ME:\\nI LOVE TO VLOG MY LIFE\\n\\nCamera : ...  1524540220   \n",
              "34  Hey there! Welcome to my YouTube channel. My n...   297497038   \n",
              "35                                                 🗿☕    37350665   \n",
              "36  ChessBase India is the \"Most Popular\" chess pl...   909271596   \n",
              "37  Cartoons banata hoon!\\n\\n\\n\\nBusiness purpose:...   124390259   \n",
              "38  Our Channel Is For Doraemon Otakus And Anime L...    34383474   \n",
              "39  IMPROVING THE QUALITY OF OUR LIFE BY GAINING K...   295923498   \n",
              "40  Welcome to India's #1 YouTube News Channel!\\n\\...   507172318   \n",
              "41  Indian YouTube News Channel\\n\\nFor Business En...   383891033   \n",
              "42  The biggest fan Roman Reigns #of THE HEAD OF T...     6008183   \n",
              "43  Two friends, one from Jordan and the other fro...   584652553   \n",
              "44  Illusionist | Mentalist | Humanitarian | Liar\\...    24390585   \n",
              "45                        I do it for the laugh emoji   340523224   \n",
              "46  Serving you with a delicious platter of humour...    57763135   \n",
              "47  This is the official channel of Sambhavna Seth...  1975052135   \n",
              "48  ans entertainment is an entertainment  channel...   102133580   \n",
              "49  Jenny’s Lectures CS IT is a Free YouTube Chann...   126587245   \n",
              "\n",
              "    subscriber_count  video_count                     created_time  \\\n",
              "0               4820          193        2017-05-18 17:27:05+00:00   \n",
              "1               1690          196 2020-09-07 06:42:54.287560+00:00   \n",
              "2               4690          468 2021-05-28 08:27:39.183399+00:00   \n",
              "3             133000          339 2021-03-03 00:59:54.797482+00:00   \n",
              "4             147000          184        2016-05-16 16:06:36+00:00   \n",
              "5            2150000          249 2022-05-22 13:37:27.300710+00:00   \n",
              "6            1110000         1072        2019-09-22 03:47:52+00:00   \n",
              "7            2590000         1407 2021-03-12 11:47:09.443209+00:00   \n",
              "8              10300          384 2022-06-08 17:46:44.155104+00:00   \n",
              "9              10100          297 2021-03-30 09:16:03.775671+00:00   \n",
              "10              5890          229 2021-06-30 10:29:53.422788+00:00   \n",
              "11             91200          106        2018-09-12 07:03:24+00:00   \n",
              "12             11400           67        2015-08-27 03:41:54+00:00   \n",
              "13                45           27 2021-02-02 21:08:13.783377+00:00   \n",
              "14           4190000          195        2015-12-10 16:07:20+00:00   \n",
              "15            109000          303        2013-08-09 17:36:18+00:00   \n",
              "16             46600          145 2020-02-20 12:12:07.624428+00:00   \n",
              "17           1350000         1236        2017-09-25 05:08:33+00:00   \n",
              "18            154000          757        2013-11-23 19:43:56+00:00   \n",
              "19           2060000         1250        2014-04-26 16:07:16+00:00   \n",
              "20           1000000          316        2016-09-08 11:47:40+00:00   \n",
              "21             15400          200 2020-06-29 13:49:49.327828+00:00   \n",
              "22           2800000          861        2017-08-01 09:30:48+00:00   \n",
              "23           1650000          959        2019-10-04 09:45:45+00:00   \n",
              "24              3560          124 2020-12-25 13:49:38.882715+00:00   \n",
              "25           4360000         1013        2009-03-10 11:52:05+00:00   \n",
              "26           5110000          418        2011-05-13 16:08:58+00:00   \n",
              "27           1660000          273        2014-05-29 09:52:24+00:00   \n",
              "28             19800          100 2022-05-27 15:22:09.597497+00:00   \n",
              "29            508000          117        2016-08-06 21:11:02+00:00   \n",
              "30            197000           62        2016-07-21 13:50:38+00:00   \n",
              "31            171000           92        2018-03-04 07:05:30+00:00   \n",
              "32            105000          348 2021-09-02 20:49:48.864135+00:00   \n",
              "33           3960000         2123        2013-07-03 13:53:50+00:00   \n",
              "34           1000000         1026        2012-05-12 13:45:50+00:00   \n",
              "35            184000          130 2020-11-12 09:31:57.655786+00:00   \n",
              "36           1170000         8777        2015-07-23 18:23:03+00:00   \n",
              "37           3020000           16        2016-01-15 17:28:22+00:00   \n",
              "38            276000          143 2020-05-10 04:12:33.457908+00:00   \n",
              "39           3920000          444        2015-12-29 17:44:47+00:00   \n",
              "40           1820000         1185        2017-04-17 21:14:35+00:00   \n",
              "41           1170000         1025        2019-03-10 03:29:19+00:00   \n",
              "42            103000          281 2021-11-22 00:50:56.109721+00:00   \n",
              "43           2780000          185        2016-11-28 23:54:24+00:00   \n",
              "44             90400          425        2016-06-06 11:09:03+00:00   \n",
              "45           1130000          872        2013-09-23 10:11:51+00:00   \n",
              "46            503000          157        2015-05-08 03:11:10+00:00   \n",
              "47           3460000         1568        2014-07-26 20:05:55+00:00   \n",
              "48           1390000          123        2016-10-15 20:15:26+00:00   \n",
              "49           1170000          600        2019-01-19 18:46:22+00:00   \n",
              "\n",
              "                     uploads  \\\n",
              "0   UUn_l37ETRGxVsVqPAZM-y7w   \n",
              "1   UUg3811K2k6ZW0T9wrUyq7UQ   \n",
              "2   UUO1-i4iqe_Kg0B-nwt5W0Gg   \n",
              "3   UU6AhmVhClcDx2RPsFFw_fAA   \n",
              "4   UU5v-gTzCpaY257sxx-8P_-Q   \n",
              "5   UUHOrSFKttbAKpcyjnBfVqkw   \n",
              "6   UUQRSY8W2A1DST5qtm8NNhMA   \n",
              "7   UU2IuURiiASwNigfQJtXiRdQ   \n",
              "8   UU8k6b-QBPW79SOvO4C9hBOQ   \n",
              "9   UUo-61NMiPlPP6er3I9AcDvw   \n",
              "10  UUmVATZGddUN9Xj4NLoSzYcw   \n",
              "11  UUNzn3WhDLAfulMSzFzqhqTw   \n",
              "12  UULHAyQ3M3Y-GWF3Pov1mFfw   \n",
              "13  UUY5pmgVzfxBXHBjnRnP-alQ   \n",
              "14  UU1_-cyLlwnmTAesbMgruDpQ   \n",
              "15  UU9cpGw2hVv-6G-76HO22jQg   \n",
              "16  UUdSZKaL2R4y-ZX5W57sf2rQ   \n",
              "17  UUJihyK0A38SZ6SdJirEdIOw   \n",
              "18  UUDYDsnf5-sljDu8s4GEvJPw   \n",
              "19  UUE_uu-BpfKPx8a-sjwBy-rA   \n",
              "20  UU3LtEVr13vCHJti1nYv_bFw   \n",
              "21  UUkxqJvZRzhM0oaBjbu3ZjFg   \n",
              "22  UURzYN32xtBf3Yxsx5BvJWJw   \n",
              "23  UUWP4FTfQYQ5kaNzfUaiZT9A   \n",
              "24  UUFIgitcrfwvpmAhRp5OKZVw   \n",
              "25  UUe3qdG0A_gr-sEdat5y2twQ   \n",
              "26  UUwAdQUuPT6laN-AQR17fe1g   \n",
              "27  UUwVEhEzsjLym_u1he4XWFkg   \n",
              "28  UUkOtNAT3-B2rAPEleWaytrA   \n",
              "29  UUrpsOBek4n-CQEckzt8AIvQ   \n",
              "30  UU1A_QwNdwuIXCn61QqdcQwg   \n",
              "31  UUW24Wt4EgHpuktSW6XAnt2g   \n",
              "32  UUO8VhmV2Jhj7oBUGfiLxvow   \n",
              "33  UUNn6AaHharXIbkRleXGboiQ   \n",
              "34  UUqgdGSJPEKCGwElnwnKGE6Q   \n",
              "35  UUDKDG2S_vHO5ylo_APTPS7w   \n",
              "36  UUIsEhwBMPkRHsEgqYAPQHsA   \n",
              "37  UUzgCuuPQa1nMlZP9ruPYDNw   \n",
              "38  UULkAGBKrHFGS6fg10-w-KsQ   \n",
              "39  UUfhbydY40P2Lli9HuBz8cdA   \n",
              "40  UUWZtQWpe1C2AksuJ5_eCMAQ   \n",
              "41  UU7adUjW8qMUsqO4HHTbwKgg   \n",
              "42  UUynZMv6CDy7glTEuQ7up5nA   \n",
              "43  UUYLS9TSah19IsB8yyUpiDzg   \n",
              "44  UU1GV2cARf3nSuxdav2JiOCQ   \n",
              "45  UUAov2BBv1ZJav0c_yHEciAw   \n",
              "46  UUJCDyiH2d2Tcy6SymCGYjlw   \n",
              "47  UUhZ0JmGgyOWSU-1iXxPhsVA   \n",
              "48  UU8mlgT6I0aSexwFPsOgMG_g   \n",
              "49  UUM-yUTYGmrNvKOCcAl21g3w   \n",
              "\n",
              "                                          other_links        date   time  \n",
              "0   ['https://www.youtube.com/redirect?event=chann...  2017-05-18  17:27  \n",
              "1   ['https://www.youtube.com/redirect?event=chann...  2020-09-07  06:42  \n",
              "2   ['https://www.youtube.com/redirect?event=chann...  2021-05-28  08:27  \n",
              "3                                                  []  2021-03-03  00:59  \n",
              "4                                                  []  2016-05-16  16:06  \n",
              "5                                                  []  2022-05-22  13:37  \n",
              "6                                                  []  2019-09-22  03:47  \n",
              "7   ['https://www.youtube.com/redirect?event=chann...  2021-03-12  11:47  \n",
              "8                                                  []  2022-06-08  17:46  \n",
              "9                                                  []  2021-03-30  09:16  \n",
              "10  ['https://www.youtube.com/redirect?event=chann...  2021-06-30  10:29  \n",
              "11  ['https://www.youtube.com/redirect?event=chann...  2018-09-12  07:03  \n",
              "12                                                 []  2015-08-27  03:41  \n",
              "13                                                 []  2021-02-02  21:08  \n",
              "14                                                 []  2015-12-10  16:07  \n",
              "15                                                 []  2013-08-09  17:36  \n",
              "16  ['https://www.youtube.com/redirect?event=chann...  2020-02-20  12:12  \n",
              "17                                                 []  2017-09-25  05:08  \n",
              "18                                                 []  2013-11-23  19:43  \n",
              "19  ['https://www.youtube.com/redirect?event=chann...  2014-04-26  16:07  \n",
              "20  ['https://www.youtube.com/redirect?event=chann...  2016-09-08  11:47  \n",
              "21                                                 []  2020-06-29  13:49  \n",
              "22                                                 []  2017-08-01  09:30  \n",
              "23                                                 []  2019-10-04  09:45  \n",
              "24                                                 []  2020-12-25  13:49  \n",
              "25  ['https://www.youtube.com/redirect?event=chann...  2009-03-10  11:52  \n",
              "26  ['https://www.youtube.com/redirect?event=chann...  2011-05-13  16:08  \n",
              "27  ['https://www.youtube.com/redirect?event=chann...  2014-05-29  09:52  \n",
              "28  ['https://www.youtube.com/redirect?event=chann...  2022-05-27  15:22  \n",
              "29  ['https://www.youtube.com/redirect?event=chann...  2016-08-06  21:11  \n",
              "30  ['https://www.youtube.com/redirect?event=chann...  2016-07-21  13:50  \n",
              "31  ['https://www.youtube.com/redirect?event=chann...  2018-03-04  07:05  \n",
              "32                                                 []  2021-09-02  20:49  \n",
              "33  ['https://www.youtube.com/redirect?event=chann...  2013-07-03  13:53  \n",
              "34  ['https://www.youtube.com/redirect?event=chann...  2012-05-12  13:45  \n",
              "35                                                 []  2020-11-12  09:31  \n",
              "36  ['https://www.youtube.com/redirect?event=chann...  2015-07-23  18:23  \n",
              "37                                                 []  2016-01-15  17:28  \n",
              "38                                                 []  2020-05-10  04:12  \n",
              "39  ['https://www.youtube.com/redirect?event=chann...  2015-12-29  17:44  \n",
              "40                                                 []  2017-04-17  21:14  \n",
              "41                                                 []  2019-03-10  03:29  \n",
              "42  ['https://www.youtube.com/channel/UCynZMv6CDy7...  2021-11-22  00:50  \n",
              "43  ['https://www.youtube.com/redirect?event=chann...  2016-11-28  23:54  \n",
              "44  ['https://www.youtube.com/redirect?event=chann...  2016-06-06  11:09  \n",
              "45  ['https://www.youtube.com/redirect?event=chann...  2013-09-23  10:11  \n",
              "46  ['https://www.youtube.com/redirect?event=chann...  2015-05-08  03:11  \n",
              "47  ['http://www.youtube.com/channel/UChZ0JmGgyOWS...  2014-07-26  20:05  \n",
              "48                                                 []  2016-10-15  20:15  \n",
              "49  ['https://www.youtube.com/redirect?event=chann...  2019-01-19  18:46  "
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-d95033a0-9954-4231-bb8a-3f1e7d73f7be\">\n",
              "    <div class=\"colab-df-container\">\n",
              "      <div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\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>channel_id</th>\n",
              "      <th>channel_title</th>\n",
              "      <th>description</th>\n",
              "      <th>view_count</th>\n",
              "      <th>subscriber_count</th>\n",
              "      <th>video_count</th>\n",
              "      <th>created_time</th>\n",
              "      <th>uploads</th>\n",
              "      <th>other_links</th>\n",
              "      <th>date</th>\n",
              "      <th>time</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>UCn_l37ETRGxVsVqPAZM-y7w</td>\n",
              "      <td>Onkiify</td>\n",
              "      <td>Ahoy! Gamers What is Up it's your Boi Onkiify....</td>\n",
              "      <td>1443714</td>\n",
              "      <td>4820</td>\n",
              "      <td>193</td>\n",
              "      <td>2017-05-18 17:27:05+00:00</td>\n",
              "      <td>UUn_l37ETRGxVsVqPAZM-y7w</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2017-05-18</td>\n",
              "      <td>17:27</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>UCg3811K2k6ZW0T9wrUyq7UQ</td>\n",
              "      <td>Boyzz World Gaming</td>\n",
              "      <td>Sup Guys\\n                 I'm just a Weirdo W...</td>\n",
              "      <td>761326</td>\n",
              "      <td>1690</td>\n",
              "      <td>196</td>\n",
              "      <td>2020-09-07 06:42:54.287560+00:00</td>\n",
              "      <td>UUg3811K2k6ZW0T9wrUyq7UQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2020-09-07</td>\n",
              "      <td>06:42</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>UCO1-i4iqe_Kg0B-nwt5W0Gg</td>\n",
              "      <td>Majnu Gaming</td>\n",
              "      <td>Hello Gamer's 😍\\n\\nHello Family, \\nMera Name H...</td>\n",
              "      <td>290799</td>\n",
              "      <td>4690</td>\n",
              "      <td>468</td>\n",
              "      <td>2021-05-28 08:27:39.183399+00:00</td>\n",
              "      <td>UUO1-i4iqe_Kg0B-nwt5W0Gg</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2021-05-28</td>\n",
              "      <td>08:27</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>UC6AhmVhClcDx2RPsFFw_fAA</td>\n",
              "      <td>SELEM YT</td>\n",
              "      <td>\\nAGAR AAP LOG FREE FIRE LOVER❤️ HO TO MERA CH...</td>\n",
              "      <td>6427859</td>\n",
              "      <td>133000</td>\n",
              "      <td>339</td>\n",
              "      <td>2021-03-03 00:59:54.797482+00:00</td>\n",
              "      <td>UU6AhmVhClcDx2RPsFFw_fAA</td>\n",
              "      <td>[]</td>\n",
              "      <td>2021-03-03</td>\n",
              "      <td>00:59</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>UC5v-gTzCpaY257sxx-8P_-Q</td>\n",
              "      <td>Paglaa Tech</td>\n",
              "      <td>1000 subscribers - 31/12/2021\\n10000 subscribe...</td>\n",
              "      <td>17097445</td>\n",
              "      <td>147000</td>\n",
              "      <td>184</td>\n",
              "      <td>2016-05-16 16:06:36+00:00</td>\n",
              "      <td>UU5v-gTzCpaY257sxx-8P_-Q</td>\n",
              "      <td>[]</td>\n",
              "      <td>2016-05-16</td>\n",
              "      <td>16:06</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>UCHOrSFKttbAKpcyjnBfVqkw</td>\n",
              "      <td>Prabhat Gamer</td>\n",
              "      <td>Hi guys I am Prabhat from Uttarakhand❤️\\n🎬This...</td>\n",
              "      <td>154045275</td>\n",
              "      <td>2150000</td>\n",
              "      <td>249</td>\n",
              "      <td>2022-05-22 13:37:27.300710+00:00</td>\n",
              "      <td>UUHOrSFKttbAKpcyjnBfVqkw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2022-05-22</td>\n",
              "      <td>13:37</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>UCQRSY8W2A1DST5qtm8NNhMA</td>\n",
              "      <td>SUBHAM HORE</td>\n",
              "      <td>So Hey Guys...!\\nSUBHAM HORE Hare And Welcome ...</td>\n",
              "      <td>53777584</td>\n",
              "      <td>1110000</td>\n",
              "      <td>1072</td>\n",
              "      <td>2019-09-22 03:47:52+00:00</td>\n",
              "      <td>UUQRSY8W2A1DST5qtm8NNhMA</td>\n",
              "      <td>[]</td>\n",
              "      <td>2019-09-22</td>\n",
              "      <td>03:47</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>UC2IuURiiASwNigfQJtXiRdQ</td>\n",
              "      <td>SILENT GIRL GAMING</td>\n",
              "      <td>🔔🔔 bell all pe set karlo 🔔🔔plz\\n❤️My name =Ani...</td>\n",
              "      <td>260787957</td>\n",
              "      <td>2590000</td>\n",
              "      <td>1407</td>\n",
              "      <td>2021-03-12 11:47:09.443209+00:00</td>\n",
              "      <td>UU2IuURiiASwNigfQJtXiRdQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2021-03-12</td>\n",
              "      <td>11:47</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>UC8k6b-QBPW79SOvO4C9hBOQ</td>\n",
              "      <td>Ziyan Ki Gang</td>\n",
              "      <td>Actors Funny Motivational Video Creator, Short...</td>\n",
              "      <td>1640577</td>\n",
              "      <td>10300</td>\n",
              "      <td>384</td>\n",
              "      <td>2022-06-08 17:46:44.155104+00:00</td>\n",
              "      <td>UU8k6b-QBPW79SOvO4C9hBOQ</td>\n",
              "      <td>[]</td>\n",
              "      <td>2022-06-08</td>\n",
              "      <td>17:46</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>UCo-61NMiPlPP6er3I9AcDvw</td>\n",
              "      <td>Comedy Box R k Gautam</td>\n",
              "      <td>हँसते रहो हँसाते रहो बस हमारा यही एक प्रयास है...</td>\n",
              "      <td>2852009</td>\n",
              "      <td>10100</td>\n",
              "      <td>297</td>\n",
              "      <td>2021-03-30 09:16:03.775671+00:00</td>\n",
              "      <td>UUo-61NMiPlPP6er3I9AcDvw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2021-03-30</td>\n",
              "      <td>09:16</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>UCmVATZGddUN9Xj4NLoSzYcw</td>\n",
              "      <td>Jentilal</td>\n",
              "      <td>Hey, This is Jentilal and welcome to my Youtub...</td>\n",
              "      <td>2227523</td>\n",
              "      <td>5890</td>\n",
              "      <td>229</td>\n",
              "      <td>2021-06-30 10:29:53.422788+00:00</td>\n",
              "      <td>UUmVATZGddUN9Xj4NLoSzYcw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2021-06-30</td>\n",
              "      <td>10:29</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>UCNzn3WhDLAfulMSzFzqhqTw</td>\n",
              "      <td>AG !</td>\n",
              "      <td>Official Channel Of AG! \\nTwo Brother From ano...</td>\n",
              "      <td>19544498</td>\n",
              "      <td>91200</td>\n",
              "      <td>106</td>\n",
              "      <td>2018-09-12 07:03:24+00:00</td>\n",
              "      <td>UUNzn3WhDLAfulMSzFzqhqTw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2018-09-12</td>\n",
              "      <td>07:03</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>UCLHAyQ3M3Y-GWF3Pov1mFfw</td>\n",
              "      <td>Comedian Vikas Thakur</td>\n",
              "      <td>Comedian Vikas thakur from shimla Himachal par...</td>\n",
              "      <td>1086269</td>\n",
              "      <td>11400</td>\n",
              "      <td>67</td>\n",
              "      <td>2015-08-27 03:41:54+00:00</td>\n",
              "      <td>UULHAyQ3M3Y-GWF3Pov1mFfw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2015-08-27</td>\n",
              "      <td>03:41</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>UCY5pmgVzfxBXHBjnRnP-alQ</td>\n",
              "      <td>DilSeBuraLagtaHai Bhai</td>\n",
              "      <td>NaN</td>\n",
              "      <td>5141</td>\n",
              "      <td>45</td>\n",
              "      <td>27</td>\n",
              "      <td>2021-02-02 21:08:13.783377+00:00</td>\n",
              "      <td>UUY5pmgVzfxBXHBjnRnP-alQ</td>\n",
              "      <td>[]</td>\n",
              "      <td>2021-02-02</td>\n",
              "      <td>21:08</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>UC1_-cyLlwnmTAesbMgruDpQ</td>\n",
              "      <td>Nazar Battu</td>\n",
              "      <td>Watch awesome content created across categorie...</td>\n",
              "      <td>573331048</td>\n",
              "      <td>4190000</td>\n",
              "      <td>195</td>\n",
              "      <td>2015-12-10 16:07:20+00:00</td>\n",
              "      <td>UU1_-cyLlwnmTAesbMgruDpQ</td>\n",
              "      <td>[]</td>\n",
              "      <td>2015-12-10</td>\n",
              "      <td>16:07</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>UC9cpGw2hVv-6G-76HO22jQg</td>\n",
              "      <td>Sudarshan Gurjar</td>\n",
              "      <td>This channel is dedicated to providing quality...</td>\n",
              "      <td>5642167</td>\n",
              "      <td>109000</td>\n",
              "      <td>303</td>\n",
              "      <td>2013-08-09 17:36:18+00:00</td>\n",
              "      <td>UU9cpGw2hVv-6G-76HO22jQg</td>\n",
              "      <td>[]</td>\n",
              "      <td>2013-08-09</td>\n",
              "      <td>17:36</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>UCdSZKaL2R4y-ZX5W57sf2rQ</td>\n",
              "      <td>Priyansh Agarwal</td>\n",
              "      <td>This channel is all about Competitive Programm...</td>\n",
              "      <td>1934597</td>\n",
              "      <td>46600</td>\n",
              "      <td>145</td>\n",
              "      <td>2020-02-20 12:12:07.624428+00:00</td>\n",
              "      <td>UUdSZKaL2R4y-ZX5W57sf2rQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2020-02-20</td>\n",
              "      <td>12:12</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>UCJihyK0A38SZ6SdJirEdIOw</td>\n",
              "      <td>Gate Smashers</td>\n",
              "      <td>Gate Smashers is India's no 1 Free education p...</td>\n",
              "      <td>268700525</td>\n",
              "      <td>1350000</td>\n",
              "      <td>1236</td>\n",
              "      <td>2017-09-25 05:08:33+00:00</td>\n",
              "      <td>UUJihyK0A38SZ6SdJirEdIOw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2017-09-25</td>\n",
              "      <td>05:08</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>UCDYDsnf5-sljDu8s4GEvJPw</td>\n",
              "      <td>SAURABH DAHIVADKAR</td>\n",
              "      <td>Maths is Love ❤....\\nPassionately Mathematicia...</td>\n",
              "      <td>18266083</td>\n",
              "      <td>154000</td>\n",
              "      <td>757</td>\n",
              "      <td>2013-11-23 19:43:56+00:00</td>\n",
              "      <td>UUDYDsnf5-sljDu8s4GEvJPw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2013-11-23</td>\n",
              "      <td>19:43</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>UCE_uu-BpfKPx8a-sjwBy-rA</td>\n",
              "      <td>Rajat Arora</td>\n",
              "      <td>We will make sure to let you learn everything ...</td>\n",
              "      <td>362923358</td>\n",
              "      <td>2060000</td>\n",
              "      <td>1250</td>\n",
              "      <td>2014-04-26 16:07:16+00:00</td>\n",
              "      <td>UUE_uu-BpfKPx8a-sjwBy-rA</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2014-04-26</td>\n",
              "      <td>16:07</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>UC3LtEVr13vCHJti1nYv_bFw</td>\n",
              "      <td>RAIL GYANKOSH</td>\n",
              "      <td>Railgyankosh: As the name says this channel is...</td>\n",
              "      <td>134394531</td>\n",
              "      <td>1000000</td>\n",
              "      <td>316</td>\n",
              "      <td>2016-09-08 11:47:40+00:00</td>\n",
              "      <td>UU3LtEVr13vCHJti1nYv_bFw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2016-09-08</td>\n",
              "      <td>11:47</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>UCkxqJvZRzhM0oaBjbu3ZjFg</td>\n",
              "      <td>Devsnest</td>\n",
              "      <td>Devsnest is an organization with the aim to cr...</td>\n",
              "      <td>557965</td>\n",
              "      <td>15400</td>\n",
              "      <td>200</td>\n",
              "      <td>2020-06-29 13:49:49.327828+00:00</td>\n",
              "      <td>UUkxqJvZRzhM0oaBjbu3ZjFg</td>\n",
              "      <td>[]</td>\n",
              "      <td>2020-06-29</td>\n",
              "      <td>13:49</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>UCRzYN32xtBf3Yxsx5BvJWJw</td>\n",
              "      <td>warikoo</td>\n",
              "      <td>warikoo is a serial entrepreneur, a bestsellin...</td>\n",
              "      <td>214606523</td>\n",
              "      <td>2800000</td>\n",
              "      <td>861</td>\n",
              "      <td>2017-08-01 09:30:48+00:00</td>\n",
              "      <td>UURzYN32xtBf3Yxsx5BvJWJw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2017-08-01</td>\n",
              "      <td>09:30</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>UCWP4FTfQYQ5kaNzfUaiZT9A</td>\n",
              "      <td>Prafull MBA CHAI WALA</td>\n",
              "      <td>Hello, I am Prafull Billore, founder of MBA CH...</td>\n",
              "      <td>297531859</td>\n",
              "      <td>1650000</td>\n",
              "      <td>959</td>\n",
              "      <td>2019-10-04 09:45:45+00:00</td>\n",
              "      <td>UUWP4FTfQYQ5kaNzfUaiZT9A</td>\n",
              "      <td>[]</td>\n",
              "      <td>2019-10-04</td>\n",
              "      <td>09:45</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>UCFIgitcrfwvpmAhRp5OKZVw</td>\n",
              "      <td>Gold Janardhan Investor</td>\n",
              "      <td>Gold Janardhan channel share the information a...</td>\n",
              "      <td>56637</td>\n",
              "      <td>3560</td>\n",
              "      <td>124</td>\n",
              "      <td>2020-12-25 13:49:38.882715+00:00</td>\n",
              "      <td>UUFIgitcrfwvpmAhRp5OKZVw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2020-12-25</td>\n",
              "      <td>13:49</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>UCe3qdG0A_gr-sEdat5y2twQ</td>\n",
              "      <td>CA Rachana Phadke Ranade</td>\n",
              "      <td>To Learn Stock Market in simplified language c...</td>\n",
              "      <td>231870766</td>\n",
              "      <td>4360000</td>\n",
              "      <td>1013</td>\n",
              "      <td>2009-03-10 11:52:05+00:00</td>\n",
              "      <td>UUe3qdG0A_gr-sEdat5y2twQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2009-03-10</td>\n",
              "      <td>11:52</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>UCwAdQUuPT6laN-AQR17fe1g</td>\n",
              "      <td>pranjal kamra</td>\n",
              "      <td>Dedicated to value investing, you will find vi...</td>\n",
              "      <td>368547033</td>\n",
              "      <td>5110000</td>\n",
              "      <td>418</td>\n",
              "      <td>2011-05-13 16:08:58+00:00</td>\n",
              "      <td>UUwAdQUuPT6laN-AQR17fe1g</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2011-05-13</td>\n",
              "      <td>16:08</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>UCwVEhEzsjLym_u1he4XWFkg</td>\n",
              "      <td>Finance With Sharan</td>\n",
              "      <td>Welcome to my channel. I'm a management consul...</td>\n",
              "      <td>388133294</td>\n",
              "      <td>1660000</td>\n",
              "      <td>273</td>\n",
              "      <td>2014-05-29 09:52:24+00:00</td>\n",
              "      <td>UUwVEhEzsjLym_u1he4XWFkg</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2014-05-29</td>\n",
              "      <td>09:52</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>UCkOtNAT3-B2rAPEleWaytrA</td>\n",
              "      <td>Ishaan Arora</td>\n",
              "      <td>College mein ho? To sahi jagah aaye ho! :)\\n\\n...</td>\n",
              "      <td>917729</td>\n",
              "      <td>19800</td>\n",
              "      <td>100</td>\n",
              "      <td>2022-05-27 15:22:09.597497+00:00</td>\n",
              "      <td>UUkOtNAT3-B2rAPEleWaytrA</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2022-05-27</td>\n",
              "      <td>15:22</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>UCrpsOBek4n-CQEckzt8AIvQ</td>\n",
              "      <td>Amusing Rii</td>\n",
              "      <td>For business enquiry: teamamusingrii@gmail.com</td>\n",
              "      <td>82651127</td>\n",
              "      <td>508000</td>\n",
              "      <td>117</td>\n",
              "      <td>2016-08-06 21:11:02+00:00</td>\n",
              "      <td>UUrpsOBek4n-CQEckzt8AIvQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2016-08-06</td>\n",
              "      <td>21:11</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>30</th>\n",
              "      <td>UC1A_QwNdwuIXCn61QqdcQwg</td>\n",
              "      <td>Sakshi Shrivas</td>\n",
              "      <td>MTV Splitsvilla 14 Contestant Sakshi Shrivas i...</td>\n",
              "      <td>32852015</td>\n",
              "      <td>197000</td>\n",
              "      <td>62</td>\n",
              "      <td>2016-07-21 13:50:38+00:00</td>\n",
              "      <td>UU1A_QwNdwuIXCn61QqdcQwg</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2016-07-21</td>\n",
              "      <td>13:50</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>31</th>\n",
              "      <td>UCW24Wt4EgHpuktSW6XAnt2g</td>\n",
              "      <td>Rohan Joshi</td>\n",
              "      <td>Welcome to the least consistent channel on the...</td>\n",
              "      <td>13150473</td>\n",
              "      <td>171000</td>\n",
              "      <td>92</td>\n",
              "      <td>2018-03-04 07:05:30+00:00</td>\n",
              "      <td>UUW24Wt4EgHpuktSW6XAnt2g</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2018-03-04</td>\n",
              "      <td>07:05</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>32</th>\n",
              "      <td>UCO8VhmV2Jhj7oBUGfiLxvow</td>\n",
              "      <td>Abhishek Prajapati</td>\n",
              "      <td>Hi Y'all !\\n\\nThanks for taking out time to kn...</td>\n",
              "      <td>57523239</td>\n",
              "      <td>105000</td>\n",
              "      <td>348</td>\n",
              "      <td>2021-09-02 20:49:48.864135+00:00</td>\n",
              "      <td>UUO8VhmV2Jhj7oBUGfiLxvow</td>\n",
              "      <td>[]</td>\n",
              "      <td>2021-09-02</td>\n",
              "      <td>20:49</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>33</th>\n",
              "      <td>UCNn6AaHharXIbkRleXGboiQ</td>\n",
              "      <td>Mumbiker Nikhil</td>\n",
              "      <td>ABOUT ME:\\nI LOVE TO VLOG MY LIFE\\n\\nCamera : ...</td>\n",
              "      <td>1524540220</td>\n",
              "      <td>3960000</td>\n",
              "      <td>2123</td>\n",
              "      <td>2013-07-03 13:53:50+00:00</td>\n",
              "      <td>UUNn6AaHharXIbkRleXGboiQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2013-07-03</td>\n",
              "      <td>13:53</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>34</th>\n",
              "      <td>UCqgdGSJPEKCGwElnwnKGE6Q</td>\n",
              "      <td>MOinsideHIT</td>\n",
              "      <td>Hey there! Welcome to my YouTube channel. My n...</td>\n",
              "      <td>297497038</td>\n",
              "      <td>1000000</td>\n",
              "      <td>1026</td>\n",
              "      <td>2012-05-12 13:45:50+00:00</td>\n",
              "      <td>UUqgdGSJPEKCGwElnwnKGE6Q</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2012-05-12</td>\n",
              "      <td>13:45</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>35</th>\n",
              "      <td>UCDKDG2S_vHO5ylo_APTPS7w</td>\n",
              "      <td>Intxstelar</td>\n",
              "      <td>🗿☕</td>\n",
              "      <td>37350665</td>\n",
              "      <td>184000</td>\n",
              "      <td>130</td>\n",
              "      <td>2020-11-12 09:31:57.655786+00:00</td>\n",
              "      <td>UUDKDG2S_vHO5ylo_APTPS7w</td>\n",
              "      <td>[]</td>\n",
              "      <td>2020-11-12</td>\n",
              "      <td>09:31</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>36</th>\n",
              "      <td>UCIsEhwBMPkRHsEgqYAPQHsA</td>\n",
              "      <td>ChessBase India</td>\n",
              "      <td>ChessBase India is the \"Most Popular\" chess pl...</td>\n",
              "      <td>909271596</td>\n",
              "      <td>1170000</td>\n",
              "      <td>8777</td>\n",
              "      <td>2015-07-23 18:23:03+00:00</td>\n",
              "      <td>UUIsEhwBMPkRHsEgqYAPQHsA</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2015-07-23</td>\n",
              "      <td>18:23</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>37</th>\n",
              "      <td>UCzgCuuPQa1nMlZP9ruPYDNw</td>\n",
              "      <td>R.G Bucket List</td>\n",
              "      <td>Cartoons banata hoon!\\n\\n\\n\\nBusiness purpose:...</td>\n",
              "      <td>124390259</td>\n",
              "      <td>3020000</td>\n",
              "      <td>16</td>\n",
              "      <td>2016-01-15 17:28:22+00:00</td>\n",
              "      <td>UUzgCuuPQa1nMlZP9ruPYDNw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2016-01-15</td>\n",
              "      <td>17:28</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>38</th>\n",
              "      <td>UCLkAGBKrHFGS6fg10-w-KsQ</td>\n",
              "      <td>Anime Spirit</td>\n",
              "      <td>Our Channel Is For Doraemon Otakus And Anime L...</td>\n",
              "      <td>34383474</td>\n",
              "      <td>276000</td>\n",
              "      <td>143</td>\n",
              "      <td>2020-05-10 04:12:33.457908+00:00</td>\n",
              "      <td>UULkAGBKrHFGS6fg10-w-KsQ</td>\n",
              "      <td>[]</td>\n",
              "      <td>2020-05-10</td>\n",
              "      <td>04:12</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>39</th>\n",
              "      <td>UCfhbydY40P2Lli9HuBz8cdA</td>\n",
              "      <td>SeeKen</td>\n",
              "      <td>IMPROVING THE QUALITY OF OUR LIFE BY GAINING K...</td>\n",
              "      <td>295923498</td>\n",
              "      <td>3920000</td>\n",
              "      <td>444</td>\n",
              "      <td>2015-12-29 17:44:47+00:00</td>\n",
              "      <td>UUfhbydY40P2Lli9HuBz8cdA</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2015-12-29</td>\n",
              "      <td>17:44</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>40</th>\n",
              "      <td>UCWZtQWpe1C2AksuJ5_eCMAQ</td>\n",
              "      <td>Neon Man</td>\n",
              "      <td>Welcome to India's #1 YouTube News Channel!\\n\\...</td>\n",
              "      <td>507172318</td>\n",
              "      <td>1820000</td>\n",
              "      <td>1185</td>\n",
              "      <td>2017-04-17 21:14:35+00:00</td>\n",
              "      <td>UUWZtQWpe1C2AksuJ5_eCMAQ</td>\n",
              "      <td>[]</td>\n",
              "      <td>2017-04-17</td>\n",
              "      <td>21:14</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>41</th>\n",
              "      <td>UC7adUjW8qMUsqO4HHTbwKgg</td>\n",
              "      <td>NeuzBoy</td>\n",
              "      <td>Indian YouTube News Channel\\n\\nFor Business En...</td>\n",
              "      <td>383891033</td>\n",
              "      <td>1170000</td>\n",
              "      <td>1025</td>\n",
              "      <td>2019-03-10 03:29:19+00:00</td>\n",
              "      <td>UU7adUjW8qMUsqO4HHTbwKgg</td>\n",
              "      <td>[]</td>\n",
              "      <td>2019-03-10</td>\n",
              "      <td>03:29</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>42</th>\n",
              "      <td>UCynZMv6CDy7glTEuQ7up5nA</td>\n",
              "      <td>Roman Mania</td>\n",
              "      <td>The biggest fan Roman Reigns #of THE HEAD OF T...</td>\n",
              "      <td>6008183</td>\n",
              "      <td>103000</td>\n",
              "      <td>281</td>\n",
              "      <td>2021-11-22 00:50:56.109721+00:00</td>\n",
              "      <td>UUynZMv6CDy7glTEuQ7up5nA</td>\n",
              "      <td>['https://www.youtube.com/channel/UCynZMv6CDy7...</td>\n",
              "      <td>2021-11-22</td>\n",
              "      <td>00:50</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>43</th>\n",
              "      <td>UCYLS9TSah19IsB8yyUpiDzg</td>\n",
              "      <td>Jordindian</td>\n",
              "      <td>Two friends, one from Jordan and the other fro...</td>\n",
              "      <td>584652553</td>\n",
              "      <td>2780000</td>\n",
              "      <td>185</td>\n",
              "      <td>2016-11-28 23:54:24+00:00</td>\n",
              "      <td>UUYLS9TSah19IsB8yyUpiDzg</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2016-11-28</td>\n",
              "      <td>23:54</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>44</th>\n",
              "      <td>UC1GV2cARf3nSuxdav2JiOCQ</td>\n",
              "      <td>Vivek Desai</td>\n",
              "      <td>Illusionist | Mentalist | Humanitarian | Liar\\...</td>\n",
              "      <td>24390585</td>\n",
              "      <td>90400</td>\n",
              "      <td>425</td>\n",
              "      <td>2016-06-06 11:09:03+00:00</td>\n",
              "      <td>UU1GV2cARf3nSuxdav2JiOCQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2016-06-06</td>\n",
              "      <td>11:09</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>45</th>\n",
              "      <td>UCAov2BBv1ZJav0c_yHEciAw</td>\n",
              "      <td>Samay Raina</td>\n",
              "      <td>I do it for the laugh emoji</td>\n",
              "      <td>340523224</td>\n",
              "      <td>1130000</td>\n",
              "      <td>872</td>\n",
              "      <td>2013-09-23 10:11:51+00:00</td>\n",
              "      <td>UUAov2BBv1ZJav0c_yHEciAw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2013-09-23</td>\n",
              "      <td>10:11</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>46</th>\n",
              "      <td>UCJCDyiH2d2Tcy6SymCGYjlw</td>\n",
              "      <td>Log Kya Kahenge</td>\n",
              "      <td>Serving you with a delicious platter of humour...</td>\n",
              "      <td>57763135</td>\n",
              "      <td>503000</td>\n",
              "      <td>157</td>\n",
              "      <td>2015-05-08 03:11:10+00:00</td>\n",
              "      <td>UUJCDyiH2d2Tcy6SymCGYjlw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2015-05-08</td>\n",
              "      <td>03:11</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>47</th>\n",
              "      <td>UChZ0JmGgyOWSU-1iXxPhsVA</td>\n",
              "      <td>Sambhavna Seth Entertainment</td>\n",
              "      <td>This is the official channel of Sambhavna Seth...</td>\n",
              "      <td>1975052135</td>\n",
              "      <td>3460000</td>\n",
              "      <td>1568</td>\n",
              "      <td>2014-07-26 20:05:55+00:00</td>\n",
              "      <td>UUhZ0JmGgyOWSU-1iXxPhsVA</td>\n",
              "      <td>['http://www.youtube.com/channel/UChZ0JmGgyOWS...</td>\n",
              "      <td>2014-07-26</td>\n",
              "      <td>20:05</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>48</th>\n",
              "      <td>UC8mlgT6I0aSexwFPsOgMG_g</td>\n",
              "      <td>ANS Entertainment</td>\n",
              "      <td>ans entertainment is an entertainment  channel...</td>\n",
              "      <td>102133580</td>\n",
              "      <td>1390000</td>\n",
              "      <td>123</td>\n",
              "      <td>2016-10-15 20:15:26+00:00</td>\n",
              "      <td>UU8mlgT6I0aSexwFPsOgMG_g</td>\n",
              "      <td>[]</td>\n",
              "      <td>2016-10-15</td>\n",
              "      <td>20:15</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>49</th>\n",
              "      <td>UCM-yUTYGmrNvKOCcAl21g3w</td>\n",
              "      <td>Jenny's Lectures CS IT</td>\n",
              "      <td>Jenny’s Lectures CS IT is a Free YouTube Chann...</td>\n",
              "      <td>126587245</td>\n",
              "      <td>1170000</td>\n",
              "      <td>600</td>\n",
              "      <td>2019-01-19 18:46:22+00:00</td>\n",
              "      <td>UUM-yUTYGmrNvKOCcAl21g3w</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2019-01-19</td>\n",
              "      <td>18:46</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-d95033a0-9954-4231-bb8a-3f1e7d73f7be')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
              "              style=\"display:none;\">\n",
              "        \n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "       width=\"24px\">\n",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-d95033a0-9954-4231-bb8a-3f1e7d73f7be button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-d95033a0-9954-4231-bb8a-3f1e7d73f7be');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
              "          const docLink = document.createElement('div');\n",
              "          docLink.innerHTML = docLinkHtml;\n",
              "          element.appendChild(docLink);\n",
              "        }\n",
              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 88
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "df2.drop(\"created_time\", axis=1, inplace=True)"
      ],
      "metadata": {
        "id": "2EcJmBsV-jl6"
      },
      "execution_count": 89,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "df2"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "j_ezpK2e-p2X",
        "outputId": "6f6bf28c-9e8c-433f-ccc1-b4961cbecb6a"
      },
      "execution_count": 90,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                  channel_id                 channel_title  \\\n",
              "0   UCn_l37ETRGxVsVqPAZM-y7w                       Onkiify   \n",
              "1   UCg3811K2k6ZW0T9wrUyq7UQ            Boyzz World Gaming   \n",
              "2   UCO1-i4iqe_Kg0B-nwt5W0Gg                  Majnu Gaming   \n",
              "3   UC6AhmVhClcDx2RPsFFw_fAA                      SELEM YT   \n",
              "4   UC5v-gTzCpaY257sxx-8P_-Q                   Paglaa Tech   \n",
              "5   UCHOrSFKttbAKpcyjnBfVqkw                 Prabhat Gamer   \n",
              "6   UCQRSY8W2A1DST5qtm8NNhMA                   SUBHAM HORE   \n",
              "7   UC2IuURiiASwNigfQJtXiRdQ            SILENT GIRL GAMING   \n",
              "8   UC8k6b-QBPW79SOvO4C9hBOQ                 Ziyan Ki Gang   \n",
              "9   UCo-61NMiPlPP6er3I9AcDvw         Comedy Box R k Gautam   \n",
              "10  UCmVATZGddUN9Xj4NLoSzYcw                      Jentilal   \n",
              "11  UCNzn3WhDLAfulMSzFzqhqTw                          AG !   \n",
              "12  UCLHAyQ3M3Y-GWF3Pov1mFfw         Comedian Vikas Thakur   \n",
              "13  UCY5pmgVzfxBXHBjnRnP-alQ        DilSeBuraLagtaHai Bhai   \n",
              "14  UC1_-cyLlwnmTAesbMgruDpQ                   Nazar Battu   \n",
              "15  UC9cpGw2hVv-6G-76HO22jQg              Sudarshan Gurjar   \n",
              "16  UCdSZKaL2R4y-ZX5W57sf2rQ              Priyansh Agarwal   \n",
              "17  UCJihyK0A38SZ6SdJirEdIOw                 Gate Smashers   \n",
              "18  UCDYDsnf5-sljDu8s4GEvJPw            SAURABH DAHIVADKAR   \n",
              "19  UCE_uu-BpfKPx8a-sjwBy-rA                   Rajat Arora   \n",
              "20  UC3LtEVr13vCHJti1nYv_bFw                 RAIL GYANKOSH   \n",
              "21  UCkxqJvZRzhM0oaBjbu3ZjFg                      Devsnest   \n",
              "22  UCRzYN32xtBf3Yxsx5BvJWJw                       warikoo   \n",
              "23  UCWP4FTfQYQ5kaNzfUaiZT9A         Prafull MBA CHAI WALA   \n",
              "24  UCFIgitcrfwvpmAhRp5OKZVw       Gold Janardhan Investor   \n",
              "25  UCe3qdG0A_gr-sEdat5y2twQ      CA Rachana Phadke Ranade   \n",
              "26  UCwAdQUuPT6laN-AQR17fe1g                 pranjal kamra   \n",
              "27  UCwVEhEzsjLym_u1he4XWFkg           Finance With Sharan   \n",
              "28  UCkOtNAT3-B2rAPEleWaytrA                  Ishaan Arora   \n",
              "29  UCrpsOBek4n-CQEckzt8AIvQ                   Amusing Rii   \n",
              "30  UC1A_QwNdwuIXCn61QqdcQwg                Sakshi Shrivas   \n",
              "31  UCW24Wt4EgHpuktSW6XAnt2g                   Rohan Joshi   \n",
              "32  UCO8VhmV2Jhj7oBUGfiLxvow            Abhishek Prajapati   \n",
              "33  UCNn6AaHharXIbkRleXGboiQ               Mumbiker Nikhil   \n",
              "34  UCqgdGSJPEKCGwElnwnKGE6Q                   MOinsideHIT   \n",
              "35  UCDKDG2S_vHO5ylo_APTPS7w                    Intxstelar   \n",
              "36  UCIsEhwBMPkRHsEgqYAPQHsA               ChessBase India   \n",
              "37  UCzgCuuPQa1nMlZP9ruPYDNw               R.G Bucket List   \n",
              "38  UCLkAGBKrHFGS6fg10-w-KsQ                  Anime Spirit   \n",
              "39  UCfhbydY40P2Lli9HuBz8cdA                        SeeKen   \n",
              "40  UCWZtQWpe1C2AksuJ5_eCMAQ                      Neon Man   \n",
              "41  UC7adUjW8qMUsqO4HHTbwKgg                       NeuzBoy   \n",
              "42  UCynZMv6CDy7glTEuQ7up5nA                   Roman Mania   \n",
              "43  UCYLS9TSah19IsB8yyUpiDzg                    Jordindian   \n",
              "44  UC1GV2cARf3nSuxdav2JiOCQ                   Vivek Desai   \n",
              "45  UCAov2BBv1ZJav0c_yHEciAw                   Samay Raina   \n",
              "46  UCJCDyiH2d2Tcy6SymCGYjlw               Log Kya Kahenge   \n",
              "47  UChZ0JmGgyOWSU-1iXxPhsVA  Sambhavna Seth Entertainment   \n",
              "48  UC8mlgT6I0aSexwFPsOgMG_g             ANS Entertainment   \n",
              "49  UCM-yUTYGmrNvKOCcAl21g3w        Jenny's Lectures CS IT   \n",
              "\n",
              "                                          description  view_count  \\\n",
              "0   Ahoy! Gamers What is Up it's your Boi Onkiify....     1443714   \n",
              "1   Sup Guys\\n                 I'm just a Weirdo W...      761326   \n",
              "2   Hello Gamer's 😍\\n\\nHello Family, \\nMera Name H...      290799   \n",
              "3   \\nAGAR AAP LOG FREE FIRE LOVER❤️ HO TO MERA CH...     6427859   \n",
              "4   1000 subscribers - 31/12/2021\\n10000 subscribe...    17097445   \n",
              "5   Hi guys I am Prabhat from Uttarakhand❤️\\n🎬This...   154045275   \n",
              "6   So Hey Guys...!\\nSUBHAM HORE Hare And Welcome ...    53777584   \n",
              "7   🔔🔔 bell all pe set karlo 🔔🔔plz\\n❤️My name =Ani...   260787957   \n",
              "8   Actors Funny Motivational Video Creator, Short...     1640577   \n",
              "9   हँसते रहो हँसाते रहो बस हमारा यही एक प्रयास है...     2852009   \n",
              "10  Hey, This is Jentilal and welcome to my Youtub...     2227523   \n",
              "11  Official Channel Of AG! \\nTwo Brother From ano...    19544498   \n",
              "12  Comedian Vikas thakur from shimla Himachal par...     1086269   \n",
              "13                                                NaN        5141   \n",
              "14  Watch awesome content created across categorie...   573331048   \n",
              "15  This channel is dedicated to providing quality...     5642167   \n",
              "16  This channel is all about Competitive Programm...     1934597   \n",
              "17  Gate Smashers is India's no 1 Free education p...   268700525   \n",
              "18  Maths is Love ❤....\\nPassionately Mathematicia...    18266083   \n",
              "19  We will make sure to let you learn everything ...   362923358   \n",
              "20  Railgyankosh: As the name says this channel is...   134394531   \n",
              "21  Devsnest is an organization with the aim to cr...      557965   \n",
              "22  warikoo is a serial entrepreneur, a bestsellin...   214606523   \n",
              "23  Hello, I am Prafull Billore, founder of MBA CH...   297531859   \n",
              "24  Gold Janardhan channel share the information a...       56637   \n",
              "25  To Learn Stock Market in simplified language c...   231870766   \n",
              "26  Dedicated to value investing, you will find vi...   368547033   \n",
              "27  Welcome to my channel. I'm a management consul...   388133294   \n",
              "28  College mein ho? To sahi jagah aaye ho! :)\\n\\n...      917729   \n",
              "29     For business enquiry: teamamusingrii@gmail.com    82651127   \n",
              "30  MTV Splitsvilla 14 Contestant Sakshi Shrivas i...    32852015   \n",
              "31  Welcome to the least consistent channel on the...    13150473   \n",
              "32  Hi Y'all !\\n\\nThanks for taking out time to kn...    57523239   \n",
              "33  ABOUT ME:\\nI LOVE TO VLOG MY LIFE\\n\\nCamera : ...  1524540220   \n",
              "34  Hey there! Welcome to my YouTube channel. My n...   297497038   \n",
              "35                                                 🗿☕    37350665   \n",
              "36  ChessBase India is the \"Most Popular\" chess pl...   909271596   \n",
              "37  Cartoons banata hoon!\\n\\n\\n\\nBusiness purpose:...   124390259   \n",
              "38  Our Channel Is For Doraemon Otakus And Anime L...    34383474   \n",
              "39  IMPROVING THE QUALITY OF OUR LIFE BY GAINING K...   295923498   \n",
              "40  Welcome to India's #1 YouTube News Channel!\\n\\...   507172318   \n",
              "41  Indian YouTube News Channel\\n\\nFor Business En...   383891033   \n",
              "42  The biggest fan Roman Reigns #of THE HEAD OF T...     6008183   \n",
              "43  Two friends, one from Jordan and the other fro...   584652553   \n",
              "44  Illusionist | Mentalist | Humanitarian | Liar\\...    24390585   \n",
              "45                        I do it for the laugh emoji   340523224   \n",
              "46  Serving you with a delicious platter of humour...    57763135   \n",
              "47  This is the official channel of Sambhavna Seth...  1975052135   \n",
              "48  ans entertainment is an entertainment  channel...   102133580   \n",
              "49  Jenny’s Lectures CS IT is a Free YouTube Chann...   126587245   \n",
              "\n",
              "    subscriber_count  video_count                   uploads  \\\n",
              "0               4820          193  UUn_l37ETRGxVsVqPAZM-y7w   \n",
              "1               1690          196  UUg3811K2k6ZW0T9wrUyq7UQ   \n",
              "2               4690          468  UUO1-i4iqe_Kg0B-nwt5W0Gg   \n",
              "3             133000          339  UU6AhmVhClcDx2RPsFFw_fAA   \n",
              "4             147000          184  UU5v-gTzCpaY257sxx-8P_-Q   \n",
              "5            2150000          249  UUHOrSFKttbAKpcyjnBfVqkw   \n",
              "6            1110000         1072  UUQRSY8W2A1DST5qtm8NNhMA   \n",
              "7            2590000         1407  UU2IuURiiASwNigfQJtXiRdQ   \n",
              "8              10300          384  UU8k6b-QBPW79SOvO4C9hBOQ   \n",
              "9              10100          297  UUo-61NMiPlPP6er3I9AcDvw   \n",
              "10              5890          229  UUmVATZGddUN9Xj4NLoSzYcw   \n",
              "11             91200          106  UUNzn3WhDLAfulMSzFzqhqTw   \n",
              "12             11400           67  UULHAyQ3M3Y-GWF3Pov1mFfw   \n",
              "13                45           27  UUY5pmgVzfxBXHBjnRnP-alQ   \n",
              "14           4190000          195  UU1_-cyLlwnmTAesbMgruDpQ   \n",
              "15            109000          303  UU9cpGw2hVv-6G-76HO22jQg   \n",
              "16             46600          145  UUdSZKaL2R4y-ZX5W57sf2rQ   \n",
              "17           1350000         1236  UUJihyK0A38SZ6SdJirEdIOw   \n",
              "18            154000          757  UUDYDsnf5-sljDu8s4GEvJPw   \n",
              "19           2060000         1250  UUE_uu-BpfKPx8a-sjwBy-rA   \n",
              "20           1000000          316  UU3LtEVr13vCHJti1nYv_bFw   \n",
              "21             15400          200  UUkxqJvZRzhM0oaBjbu3ZjFg   \n",
              "22           2800000          861  UURzYN32xtBf3Yxsx5BvJWJw   \n",
              "23           1650000          959  UUWP4FTfQYQ5kaNzfUaiZT9A   \n",
              "24              3560          124  UUFIgitcrfwvpmAhRp5OKZVw   \n",
              "25           4360000         1013  UUe3qdG0A_gr-sEdat5y2twQ   \n",
              "26           5110000          418  UUwAdQUuPT6laN-AQR17fe1g   \n",
              "27           1660000          273  UUwVEhEzsjLym_u1he4XWFkg   \n",
              "28             19800          100  UUkOtNAT3-B2rAPEleWaytrA   \n",
              "29            508000          117  UUrpsOBek4n-CQEckzt8AIvQ   \n",
              "30            197000           62  UU1A_QwNdwuIXCn61QqdcQwg   \n",
              "31            171000           92  UUW24Wt4EgHpuktSW6XAnt2g   \n",
              "32            105000          348  UUO8VhmV2Jhj7oBUGfiLxvow   \n",
              "33           3960000         2123  UUNn6AaHharXIbkRleXGboiQ   \n",
              "34           1000000         1026  UUqgdGSJPEKCGwElnwnKGE6Q   \n",
              "35            184000          130  UUDKDG2S_vHO5ylo_APTPS7w   \n",
              "36           1170000         8777  UUIsEhwBMPkRHsEgqYAPQHsA   \n",
              "37           3020000           16  UUzgCuuPQa1nMlZP9ruPYDNw   \n",
              "38            276000          143  UULkAGBKrHFGS6fg10-w-KsQ   \n",
              "39           3920000          444  UUfhbydY40P2Lli9HuBz8cdA   \n",
              "40           1820000         1185  UUWZtQWpe1C2AksuJ5_eCMAQ   \n",
              "41           1170000         1025  UU7adUjW8qMUsqO4HHTbwKgg   \n",
              "42            103000          281  UUynZMv6CDy7glTEuQ7up5nA   \n",
              "43           2780000          185  UUYLS9TSah19IsB8yyUpiDzg   \n",
              "44             90400          425  UU1GV2cARf3nSuxdav2JiOCQ   \n",
              "45           1130000          872  UUAov2BBv1ZJav0c_yHEciAw   \n",
              "46            503000          157  UUJCDyiH2d2Tcy6SymCGYjlw   \n",
              "47           3460000         1568  UUhZ0JmGgyOWSU-1iXxPhsVA   \n",
              "48           1390000          123  UU8mlgT6I0aSexwFPsOgMG_g   \n",
              "49           1170000          600  UUM-yUTYGmrNvKOCcAl21g3w   \n",
              "\n",
              "                                          other_links        date   time  \n",
              "0   ['https://www.youtube.com/redirect?event=chann...  2017-05-18  17:27  \n",
              "1   ['https://www.youtube.com/redirect?event=chann...  2020-09-07  06:42  \n",
              "2   ['https://www.youtube.com/redirect?event=chann...  2021-05-28  08:27  \n",
              "3                                                  []  2021-03-03  00:59  \n",
              "4                                                  []  2016-05-16  16:06  \n",
              "5                                                  []  2022-05-22  13:37  \n",
              "6                                                  []  2019-09-22  03:47  \n",
              "7   ['https://www.youtube.com/redirect?event=chann...  2021-03-12  11:47  \n",
              "8                                                  []  2022-06-08  17:46  \n",
              "9                                                  []  2021-03-30  09:16  \n",
              "10  ['https://www.youtube.com/redirect?event=chann...  2021-06-30  10:29  \n",
              "11  ['https://www.youtube.com/redirect?event=chann...  2018-09-12  07:03  \n",
              "12                                                 []  2015-08-27  03:41  \n",
              "13                                                 []  2021-02-02  21:08  \n",
              "14                                                 []  2015-12-10  16:07  \n",
              "15                                                 []  2013-08-09  17:36  \n",
              "16  ['https://www.youtube.com/redirect?event=chann...  2020-02-20  12:12  \n",
              "17                                                 []  2017-09-25  05:08  \n",
              "18                                                 []  2013-11-23  19:43  \n",
              "19  ['https://www.youtube.com/redirect?event=chann...  2014-04-26  16:07  \n",
              "20  ['https://www.youtube.com/redirect?event=chann...  2016-09-08  11:47  \n",
              "21                                                 []  2020-06-29  13:49  \n",
              "22                                                 []  2017-08-01  09:30  \n",
              "23                                                 []  2019-10-04  09:45  \n",
              "24                                                 []  2020-12-25  13:49  \n",
              "25  ['https://www.youtube.com/redirect?event=chann...  2009-03-10  11:52  \n",
              "26  ['https://www.youtube.com/redirect?event=chann...  2011-05-13  16:08  \n",
              "27  ['https://www.youtube.com/redirect?event=chann...  2014-05-29  09:52  \n",
              "28  ['https://www.youtube.com/redirect?event=chann...  2022-05-27  15:22  \n",
              "29  ['https://www.youtube.com/redirect?event=chann...  2016-08-06  21:11  \n",
              "30  ['https://www.youtube.com/redirect?event=chann...  2016-07-21  13:50  \n",
              "31  ['https://www.youtube.com/redirect?event=chann...  2018-03-04  07:05  \n",
              "32                                                 []  2021-09-02  20:49  \n",
              "33  ['https://www.youtube.com/redirect?event=chann...  2013-07-03  13:53  \n",
              "34  ['https://www.youtube.com/redirect?event=chann...  2012-05-12  13:45  \n",
              "35                                                 []  2020-11-12  09:31  \n",
              "36  ['https://www.youtube.com/redirect?event=chann...  2015-07-23  18:23  \n",
              "37                                                 []  2016-01-15  17:28  \n",
              "38                                                 []  2020-05-10  04:12  \n",
              "39  ['https://www.youtube.com/redirect?event=chann...  2015-12-29  17:44  \n",
              "40                                                 []  2017-04-17  21:14  \n",
              "41                                                 []  2019-03-10  03:29  \n",
              "42  ['https://www.youtube.com/channel/UCynZMv6CDy7...  2021-11-22  00:50  \n",
              "43  ['https://www.youtube.com/redirect?event=chann...  2016-11-28  23:54  \n",
              "44  ['https://www.youtube.com/redirect?event=chann...  2016-06-06  11:09  \n",
              "45  ['https://www.youtube.com/redirect?event=chann...  2013-09-23  10:11  \n",
              "46  ['https://www.youtube.com/redirect?event=chann...  2015-05-08  03:11  \n",
              "47  ['http://www.youtube.com/channel/UChZ0JmGgyOWS...  2014-07-26  20:05  \n",
              "48                                                 []  2016-10-15  20:15  \n",
              "49  ['https://www.youtube.com/redirect?event=chann...  2019-01-19  18:46  "
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-2f0f5df4-9ae0-4400-b5f1-7e38a19e4479\">\n",
              "    <div class=\"colab-df-container\">\n",
              "      <div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\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>channel_id</th>\n",
              "      <th>channel_title</th>\n",
              "      <th>description</th>\n",
              "      <th>view_count</th>\n",
              "      <th>subscriber_count</th>\n",
              "      <th>video_count</th>\n",
              "      <th>uploads</th>\n",
              "      <th>other_links</th>\n",
              "      <th>date</th>\n",
              "      <th>time</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>UCn_l37ETRGxVsVqPAZM-y7w</td>\n",
              "      <td>Onkiify</td>\n",
              "      <td>Ahoy! Gamers What is Up it's your Boi Onkiify....</td>\n",
              "      <td>1443714</td>\n",
              "      <td>4820</td>\n",
              "      <td>193</td>\n",
              "      <td>UUn_l37ETRGxVsVqPAZM-y7w</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2017-05-18</td>\n",
              "      <td>17:27</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>UCg3811K2k6ZW0T9wrUyq7UQ</td>\n",
              "      <td>Boyzz World Gaming</td>\n",
              "      <td>Sup Guys\\n                 I'm just a Weirdo W...</td>\n",
              "      <td>761326</td>\n",
              "      <td>1690</td>\n",
              "      <td>196</td>\n",
              "      <td>UUg3811K2k6ZW0T9wrUyq7UQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2020-09-07</td>\n",
              "      <td>06:42</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>UCO1-i4iqe_Kg0B-nwt5W0Gg</td>\n",
              "      <td>Majnu Gaming</td>\n",
              "      <td>Hello Gamer's 😍\\n\\nHello Family, \\nMera Name H...</td>\n",
              "      <td>290799</td>\n",
              "      <td>4690</td>\n",
              "      <td>468</td>\n",
              "      <td>UUO1-i4iqe_Kg0B-nwt5W0Gg</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2021-05-28</td>\n",
              "      <td>08:27</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>UC6AhmVhClcDx2RPsFFw_fAA</td>\n",
              "      <td>SELEM YT</td>\n",
              "      <td>\\nAGAR AAP LOG FREE FIRE LOVER❤️ HO TO MERA CH...</td>\n",
              "      <td>6427859</td>\n",
              "      <td>133000</td>\n",
              "      <td>339</td>\n",
              "      <td>UU6AhmVhClcDx2RPsFFw_fAA</td>\n",
              "      <td>[]</td>\n",
              "      <td>2021-03-03</td>\n",
              "      <td>00:59</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>UC5v-gTzCpaY257sxx-8P_-Q</td>\n",
              "      <td>Paglaa Tech</td>\n",
              "      <td>1000 subscribers - 31/12/2021\\n10000 subscribe...</td>\n",
              "      <td>17097445</td>\n",
              "      <td>147000</td>\n",
              "      <td>184</td>\n",
              "      <td>UU5v-gTzCpaY257sxx-8P_-Q</td>\n",
              "      <td>[]</td>\n",
              "      <td>2016-05-16</td>\n",
              "      <td>16:06</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>UCHOrSFKttbAKpcyjnBfVqkw</td>\n",
              "      <td>Prabhat Gamer</td>\n",
              "      <td>Hi guys I am Prabhat from Uttarakhand❤️\\n🎬This...</td>\n",
              "      <td>154045275</td>\n",
              "      <td>2150000</td>\n",
              "      <td>249</td>\n",
              "      <td>UUHOrSFKttbAKpcyjnBfVqkw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2022-05-22</td>\n",
              "      <td>13:37</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>UCQRSY8W2A1DST5qtm8NNhMA</td>\n",
              "      <td>SUBHAM HORE</td>\n",
              "      <td>So Hey Guys...!\\nSUBHAM HORE Hare And Welcome ...</td>\n",
              "      <td>53777584</td>\n",
              "      <td>1110000</td>\n",
              "      <td>1072</td>\n",
              "      <td>UUQRSY8W2A1DST5qtm8NNhMA</td>\n",
              "      <td>[]</td>\n",
              "      <td>2019-09-22</td>\n",
              "      <td>03:47</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>UC2IuURiiASwNigfQJtXiRdQ</td>\n",
              "      <td>SILENT GIRL GAMING</td>\n",
              "      <td>🔔🔔 bell all pe set karlo 🔔🔔plz\\n❤️My name =Ani...</td>\n",
              "      <td>260787957</td>\n",
              "      <td>2590000</td>\n",
              "      <td>1407</td>\n",
              "      <td>UU2IuURiiASwNigfQJtXiRdQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2021-03-12</td>\n",
              "      <td>11:47</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>UC8k6b-QBPW79SOvO4C9hBOQ</td>\n",
              "      <td>Ziyan Ki Gang</td>\n",
              "      <td>Actors Funny Motivational Video Creator, Short...</td>\n",
              "      <td>1640577</td>\n",
              "      <td>10300</td>\n",
              "      <td>384</td>\n",
              "      <td>UU8k6b-QBPW79SOvO4C9hBOQ</td>\n",
              "      <td>[]</td>\n",
              "      <td>2022-06-08</td>\n",
              "      <td>17:46</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>UCo-61NMiPlPP6er3I9AcDvw</td>\n",
              "      <td>Comedy Box R k Gautam</td>\n",
              "      <td>हँसते रहो हँसाते रहो बस हमारा यही एक प्रयास है...</td>\n",
              "      <td>2852009</td>\n",
              "      <td>10100</td>\n",
              "      <td>297</td>\n",
              "      <td>UUo-61NMiPlPP6er3I9AcDvw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2021-03-30</td>\n",
              "      <td>09:16</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>UCmVATZGddUN9Xj4NLoSzYcw</td>\n",
              "      <td>Jentilal</td>\n",
              "      <td>Hey, This is Jentilal and welcome to my Youtub...</td>\n",
              "      <td>2227523</td>\n",
              "      <td>5890</td>\n",
              "      <td>229</td>\n",
              "      <td>UUmVATZGddUN9Xj4NLoSzYcw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2021-06-30</td>\n",
              "      <td>10:29</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>UCNzn3WhDLAfulMSzFzqhqTw</td>\n",
              "      <td>AG !</td>\n",
              "      <td>Official Channel Of AG! \\nTwo Brother From ano...</td>\n",
              "      <td>19544498</td>\n",
              "      <td>91200</td>\n",
              "      <td>106</td>\n",
              "      <td>UUNzn3WhDLAfulMSzFzqhqTw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2018-09-12</td>\n",
              "      <td>07:03</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>UCLHAyQ3M3Y-GWF3Pov1mFfw</td>\n",
              "      <td>Comedian Vikas Thakur</td>\n",
              "      <td>Comedian Vikas thakur from shimla Himachal par...</td>\n",
              "      <td>1086269</td>\n",
              "      <td>11400</td>\n",
              "      <td>67</td>\n",
              "      <td>UULHAyQ3M3Y-GWF3Pov1mFfw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2015-08-27</td>\n",
              "      <td>03:41</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>UCY5pmgVzfxBXHBjnRnP-alQ</td>\n",
              "      <td>DilSeBuraLagtaHai Bhai</td>\n",
              "      <td>NaN</td>\n",
              "      <td>5141</td>\n",
              "      <td>45</td>\n",
              "      <td>27</td>\n",
              "      <td>UUY5pmgVzfxBXHBjnRnP-alQ</td>\n",
              "      <td>[]</td>\n",
              "      <td>2021-02-02</td>\n",
              "      <td>21:08</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>UC1_-cyLlwnmTAesbMgruDpQ</td>\n",
              "      <td>Nazar Battu</td>\n",
              "      <td>Watch awesome content created across categorie...</td>\n",
              "      <td>573331048</td>\n",
              "      <td>4190000</td>\n",
              "      <td>195</td>\n",
              "      <td>UU1_-cyLlwnmTAesbMgruDpQ</td>\n",
              "      <td>[]</td>\n",
              "      <td>2015-12-10</td>\n",
              "      <td>16:07</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>UC9cpGw2hVv-6G-76HO22jQg</td>\n",
              "      <td>Sudarshan Gurjar</td>\n",
              "      <td>This channel is dedicated to providing quality...</td>\n",
              "      <td>5642167</td>\n",
              "      <td>109000</td>\n",
              "      <td>303</td>\n",
              "      <td>UU9cpGw2hVv-6G-76HO22jQg</td>\n",
              "      <td>[]</td>\n",
              "      <td>2013-08-09</td>\n",
              "      <td>17:36</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>UCdSZKaL2R4y-ZX5W57sf2rQ</td>\n",
              "      <td>Priyansh Agarwal</td>\n",
              "      <td>This channel is all about Competitive Programm...</td>\n",
              "      <td>1934597</td>\n",
              "      <td>46600</td>\n",
              "      <td>145</td>\n",
              "      <td>UUdSZKaL2R4y-ZX5W57sf2rQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2020-02-20</td>\n",
              "      <td>12:12</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>UCJihyK0A38SZ6SdJirEdIOw</td>\n",
              "      <td>Gate Smashers</td>\n",
              "      <td>Gate Smashers is India's no 1 Free education p...</td>\n",
              "      <td>268700525</td>\n",
              "      <td>1350000</td>\n",
              "      <td>1236</td>\n",
              "      <td>UUJihyK0A38SZ6SdJirEdIOw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2017-09-25</td>\n",
              "      <td>05:08</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>UCDYDsnf5-sljDu8s4GEvJPw</td>\n",
              "      <td>SAURABH DAHIVADKAR</td>\n",
              "      <td>Maths is Love ❤....\\nPassionately Mathematicia...</td>\n",
              "      <td>18266083</td>\n",
              "      <td>154000</td>\n",
              "      <td>757</td>\n",
              "      <td>UUDYDsnf5-sljDu8s4GEvJPw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2013-11-23</td>\n",
              "      <td>19:43</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>UCE_uu-BpfKPx8a-sjwBy-rA</td>\n",
              "      <td>Rajat Arora</td>\n",
              "      <td>We will make sure to let you learn everything ...</td>\n",
              "      <td>362923358</td>\n",
              "      <td>2060000</td>\n",
              "      <td>1250</td>\n",
              "      <td>UUE_uu-BpfKPx8a-sjwBy-rA</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2014-04-26</td>\n",
              "      <td>16:07</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>UC3LtEVr13vCHJti1nYv_bFw</td>\n",
              "      <td>RAIL GYANKOSH</td>\n",
              "      <td>Railgyankosh: As the name says this channel is...</td>\n",
              "      <td>134394531</td>\n",
              "      <td>1000000</td>\n",
              "      <td>316</td>\n",
              "      <td>UU3LtEVr13vCHJti1nYv_bFw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2016-09-08</td>\n",
              "      <td>11:47</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>UCkxqJvZRzhM0oaBjbu3ZjFg</td>\n",
              "      <td>Devsnest</td>\n",
              "      <td>Devsnest is an organization with the aim to cr...</td>\n",
              "      <td>557965</td>\n",
              "      <td>15400</td>\n",
              "      <td>200</td>\n",
              "      <td>UUkxqJvZRzhM0oaBjbu3ZjFg</td>\n",
              "      <td>[]</td>\n",
              "      <td>2020-06-29</td>\n",
              "      <td>13:49</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>UCRzYN32xtBf3Yxsx5BvJWJw</td>\n",
              "      <td>warikoo</td>\n",
              "      <td>warikoo is a serial entrepreneur, a bestsellin...</td>\n",
              "      <td>214606523</td>\n",
              "      <td>2800000</td>\n",
              "      <td>861</td>\n",
              "      <td>UURzYN32xtBf3Yxsx5BvJWJw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2017-08-01</td>\n",
              "      <td>09:30</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>UCWP4FTfQYQ5kaNzfUaiZT9A</td>\n",
              "      <td>Prafull MBA CHAI WALA</td>\n",
              "      <td>Hello, I am Prafull Billore, founder of MBA CH...</td>\n",
              "      <td>297531859</td>\n",
              "      <td>1650000</td>\n",
              "      <td>959</td>\n",
              "      <td>UUWP4FTfQYQ5kaNzfUaiZT9A</td>\n",
              "      <td>[]</td>\n",
              "      <td>2019-10-04</td>\n",
              "      <td>09:45</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>UCFIgitcrfwvpmAhRp5OKZVw</td>\n",
              "      <td>Gold Janardhan Investor</td>\n",
              "      <td>Gold Janardhan channel share the information a...</td>\n",
              "      <td>56637</td>\n",
              "      <td>3560</td>\n",
              "      <td>124</td>\n",
              "      <td>UUFIgitcrfwvpmAhRp5OKZVw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2020-12-25</td>\n",
              "      <td>13:49</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>UCe3qdG0A_gr-sEdat5y2twQ</td>\n",
              "      <td>CA Rachana Phadke Ranade</td>\n",
              "      <td>To Learn Stock Market in simplified language c...</td>\n",
              "      <td>231870766</td>\n",
              "      <td>4360000</td>\n",
              "      <td>1013</td>\n",
              "      <td>UUe3qdG0A_gr-sEdat5y2twQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2009-03-10</td>\n",
              "      <td>11:52</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>UCwAdQUuPT6laN-AQR17fe1g</td>\n",
              "      <td>pranjal kamra</td>\n",
              "      <td>Dedicated to value investing, you will find vi...</td>\n",
              "      <td>368547033</td>\n",
              "      <td>5110000</td>\n",
              "      <td>418</td>\n",
              "      <td>UUwAdQUuPT6laN-AQR17fe1g</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2011-05-13</td>\n",
              "      <td>16:08</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>UCwVEhEzsjLym_u1he4XWFkg</td>\n",
              "      <td>Finance With Sharan</td>\n",
              "      <td>Welcome to my channel. I'm a management consul...</td>\n",
              "      <td>388133294</td>\n",
              "      <td>1660000</td>\n",
              "      <td>273</td>\n",
              "      <td>UUwVEhEzsjLym_u1he4XWFkg</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2014-05-29</td>\n",
              "      <td>09:52</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>UCkOtNAT3-B2rAPEleWaytrA</td>\n",
              "      <td>Ishaan Arora</td>\n",
              "      <td>College mein ho? To sahi jagah aaye ho! :)\\n\\n...</td>\n",
              "      <td>917729</td>\n",
              "      <td>19800</td>\n",
              "      <td>100</td>\n",
              "      <td>UUkOtNAT3-B2rAPEleWaytrA</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2022-05-27</td>\n",
              "      <td>15:22</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>UCrpsOBek4n-CQEckzt8AIvQ</td>\n",
              "      <td>Amusing Rii</td>\n",
              "      <td>For business enquiry: teamamusingrii@gmail.com</td>\n",
              "      <td>82651127</td>\n",
              "      <td>508000</td>\n",
              "      <td>117</td>\n",
              "      <td>UUrpsOBek4n-CQEckzt8AIvQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2016-08-06</td>\n",
              "      <td>21:11</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>30</th>\n",
              "      <td>UC1A_QwNdwuIXCn61QqdcQwg</td>\n",
              "      <td>Sakshi Shrivas</td>\n",
              "      <td>MTV Splitsvilla 14 Contestant Sakshi Shrivas i...</td>\n",
              "      <td>32852015</td>\n",
              "      <td>197000</td>\n",
              "      <td>62</td>\n",
              "      <td>UU1A_QwNdwuIXCn61QqdcQwg</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2016-07-21</td>\n",
              "      <td>13:50</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>31</th>\n",
              "      <td>UCW24Wt4EgHpuktSW6XAnt2g</td>\n",
              "      <td>Rohan Joshi</td>\n",
              "      <td>Welcome to the least consistent channel on the...</td>\n",
              "      <td>13150473</td>\n",
              "      <td>171000</td>\n",
              "      <td>92</td>\n",
              "      <td>UUW24Wt4EgHpuktSW6XAnt2g</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2018-03-04</td>\n",
              "      <td>07:05</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>32</th>\n",
              "      <td>UCO8VhmV2Jhj7oBUGfiLxvow</td>\n",
              "      <td>Abhishek Prajapati</td>\n",
              "      <td>Hi Y'all !\\n\\nThanks for taking out time to kn...</td>\n",
              "      <td>57523239</td>\n",
              "      <td>105000</td>\n",
              "      <td>348</td>\n",
              "      <td>UUO8VhmV2Jhj7oBUGfiLxvow</td>\n",
              "      <td>[]</td>\n",
              "      <td>2021-09-02</td>\n",
              "      <td>20:49</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>33</th>\n",
              "      <td>UCNn6AaHharXIbkRleXGboiQ</td>\n",
              "      <td>Mumbiker Nikhil</td>\n",
              "      <td>ABOUT ME:\\nI LOVE TO VLOG MY LIFE\\n\\nCamera : ...</td>\n",
              "      <td>1524540220</td>\n",
              "      <td>3960000</td>\n",
              "      <td>2123</td>\n",
              "      <td>UUNn6AaHharXIbkRleXGboiQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2013-07-03</td>\n",
              "      <td>13:53</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>34</th>\n",
              "      <td>UCqgdGSJPEKCGwElnwnKGE6Q</td>\n",
              "      <td>MOinsideHIT</td>\n",
              "      <td>Hey there! Welcome to my YouTube channel. My n...</td>\n",
              "      <td>297497038</td>\n",
              "      <td>1000000</td>\n",
              "      <td>1026</td>\n",
              "      <td>UUqgdGSJPEKCGwElnwnKGE6Q</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2012-05-12</td>\n",
              "      <td>13:45</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>35</th>\n",
              "      <td>UCDKDG2S_vHO5ylo_APTPS7w</td>\n",
              "      <td>Intxstelar</td>\n",
              "      <td>🗿☕</td>\n",
              "      <td>37350665</td>\n",
              "      <td>184000</td>\n",
              "      <td>130</td>\n",
              "      <td>UUDKDG2S_vHO5ylo_APTPS7w</td>\n",
              "      <td>[]</td>\n",
              "      <td>2020-11-12</td>\n",
              "      <td>09:31</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>36</th>\n",
              "      <td>UCIsEhwBMPkRHsEgqYAPQHsA</td>\n",
              "      <td>ChessBase India</td>\n",
              "      <td>ChessBase India is the \"Most Popular\" chess pl...</td>\n",
              "      <td>909271596</td>\n",
              "      <td>1170000</td>\n",
              "      <td>8777</td>\n",
              "      <td>UUIsEhwBMPkRHsEgqYAPQHsA</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2015-07-23</td>\n",
              "      <td>18:23</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>37</th>\n",
              "      <td>UCzgCuuPQa1nMlZP9ruPYDNw</td>\n",
              "      <td>R.G Bucket List</td>\n",
              "      <td>Cartoons banata hoon!\\n\\n\\n\\nBusiness purpose:...</td>\n",
              "      <td>124390259</td>\n",
              "      <td>3020000</td>\n",
              "      <td>16</td>\n",
              "      <td>UUzgCuuPQa1nMlZP9ruPYDNw</td>\n",
              "      <td>[]</td>\n",
              "      <td>2016-01-15</td>\n",
              "      <td>17:28</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>38</th>\n",
              "      <td>UCLkAGBKrHFGS6fg10-w-KsQ</td>\n",
              "      <td>Anime Spirit</td>\n",
              "      <td>Our Channel Is For Doraemon Otakus And Anime L...</td>\n",
              "      <td>34383474</td>\n",
              "      <td>276000</td>\n",
              "      <td>143</td>\n",
              "      <td>UULkAGBKrHFGS6fg10-w-KsQ</td>\n",
              "      <td>[]</td>\n",
              "      <td>2020-05-10</td>\n",
              "      <td>04:12</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>39</th>\n",
              "      <td>UCfhbydY40P2Lli9HuBz8cdA</td>\n",
              "      <td>SeeKen</td>\n",
              "      <td>IMPROVING THE QUALITY OF OUR LIFE BY GAINING K...</td>\n",
              "      <td>295923498</td>\n",
              "      <td>3920000</td>\n",
              "      <td>444</td>\n",
              "      <td>UUfhbydY40P2Lli9HuBz8cdA</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2015-12-29</td>\n",
              "      <td>17:44</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>40</th>\n",
              "      <td>UCWZtQWpe1C2AksuJ5_eCMAQ</td>\n",
              "      <td>Neon Man</td>\n",
              "      <td>Welcome to India's #1 YouTube News Channel!\\n\\...</td>\n",
              "      <td>507172318</td>\n",
              "      <td>1820000</td>\n",
              "      <td>1185</td>\n",
              "      <td>UUWZtQWpe1C2AksuJ5_eCMAQ</td>\n",
              "      <td>[]</td>\n",
              "      <td>2017-04-17</td>\n",
              "      <td>21:14</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>41</th>\n",
              "      <td>UC7adUjW8qMUsqO4HHTbwKgg</td>\n",
              "      <td>NeuzBoy</td>\n",
              "      <td>Indian YouTube News Channel\\n\\nFor Business En...</td>\n",
              "      <td>383891033</td>\n",
              "      <td>1170000</td>\n",
              "      <td>1025</td>\n",
              "      <td>UU7adUjW8qMUsqO4HHTbwKgg</td>\n",
              "      <td>[]</td>\n",
              "      <td>2019-03-10</td>\n",
              "      <td>03:29</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>42</th>\n",
              "      <td>UCynZMv6CDy7glTEuQ7up5nA</td>\n",
              "      <td>Roman Mania</td>\n",
              "      <td>The biggest fan Roman Reigns #of THE HEAD OF T...</td>\n",
              "      <td>6008183</td>\n",
              "      <td>103000</td>\n",
              "      <td>281</td>\n",
              "      <td>UUynZMv6CDy7glTEuQ7up5nA</td>\n",
              "      <td>['https://www.youtube.com/channel/UCynZMv6CDy7...</td>\n",
              "      <td>2021-11-22</td>\n",
              "      <td>00:50</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>43</th>\n",
              "      <td>UCYLS9TSah19IsB8yyUpiDzg</td>\n",
              "      <td>Jordindian</td>\n",
              "      <td>Two friends, one from Jordan and the other fro...</td>\n",
              "      <td>584652553</td>\n",
              "      <td>2780000</td>\n",
              "      <td>185</td>\n",
              "      <td>UUYLS9TSah19IsB8yyUpiDzg</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2016-11-28</td>\n",
              "      <td>23:54</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>44</th>\n",
              "      <td>UC1GV2cARf3nSuxdav2JiOCQ</td>\n",
              "      <td>Vivek Desai</td>\n",
              "      <td>Illusionist | Mentalist | Humanitarian | Liar\\...</td>\n",
              "      <td>24390585</td>\n",
              "      <td>90400</td>\n",
              "      <td>425</td>\n",
              "      <td>UU1GV2cARf3nSuxdav2JiOCQ</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2016-06-06</td>\n",
              "      <td>11:09</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>45</th>\n",
              "      <td>UCAov2BBv1ZJav0c_yHEciAw</td>\n",
              "      <td>Samay Raina</td>\n",
              "      <td>I do it for the laugh emoji</td>\n",
              "      <td>340523224</td>\n",
              "      <td>1130000</td>\n",
              "      <td>872</td>\n",
              "      <td>UUAov2BBv1ZJav0c_yHEciAw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2013-09-23</td>\n",
              "      <td>10:11</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>46</th>\n",
              "      <td>UCJCDyiH2d2Tcy6SymCGYjlw</td>\n",
              "      <td>Log Kya Kahenge</td>\n",
              "      <td>Serving you with a delicious platter of humour...</td>\n",
              "      <td>57763135</td>\n",
              "      <td>503000</td>\n",
              "      <td>157</td>\n",
              "      <td>UUJCDyiH2d2Tcy6SymCGYjlw</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2015-05-08</td>\n",
              "      <td>03:11</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>47</th>\n",
              "      <td>UChZ0JmGgyOWSU-1iXxPhsVA</td>\n",
              "      <td>Sambhavna Seth Entertainment</td>\n",
              "      <td>This is the official channel of Sambhavna Seth...</td>\n",
              "      <td>1975052135</td>\n",
              "      <td>3460000</td>\n",
              "      <td>1568</td>\n",
              "      <td>UUhZ0JmGgyOWSU-1iXxPhsVA</td>\n",
              "      <td>['http://www.youtube.com/channel/UChZ0JmGgyOWS...</td>\n",
              "      <td>2014-07-26</td>\n",
              "      <td>20:05</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>48</th>\n",
              "      <td>UC8mlgT6I0aSexwFPsOgMG_g</td>\n",
              "      <td>ANS Entertainment</td>\n",
              "      <td>ans entertainment is an entertainment  channel...</td>\n",
              "      <td>102133580</td>\n",
              "      <td>1390000</td>\n",
              "      <td>123</td>\n",
              "      <td>UU8mlgT6I0aSexwFPsOgMG_g</td>\n",
              "      <td>[]</td>\n",
              "      <td>2016-10-15</td>\n",
              "      <td>20:15</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>49</th>\n",
              "      <td>UCM-yUTYGmrNvKOCcAl21g3w</td>\n",
              "      <td>Jenny's Lectures CS IT</td>\n",
              "      <td>Jenny’s Lectures CS IT is a Free YouTube Chann...</td>\n",
              "      <td>126587245</td>\n",
              "      <td>1170000</td>\n",
              "      <td>600</td>\n",
              "      <td>UUM-yUTYGmrNvKOCcAl21g3w</td>\n",
              "      <td>['https://www.youtube.com/redirect?event=chann...</td>\n",
              "      <td>2019-01-19</td>\n",
              "      <td>18:46</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-2f0f5df4-9ae0-4400-b5f1-7e38a19e4479')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
              "              style=\"display:none;\">\n",
              "        \n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "       width=\"24px\">\n",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-2f0f5df4-9ae0-4400-b5f1-7e38a19e4479 button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-2f0f5df4-9ae0-4400-b5f1-7e38a19e4479');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
              "          const docLink = document.createElement('div');\n",
              "          docLink.innerHTML = docLinkHtml;\n",
              "          element.appendChild(docLink);\n",
              "        }\n",
              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 90
        }
      ]
    }
  ]
}