hypothesis_wikidata_annotations_parsing.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "hypothesis_wikidata_annotations_parsing.ipynb",
      "provenance": [],
      "collapsed_sections": [],
      "authorship_tag": "ABX9TyP4bfalghxcagzMfdjZLYtD",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/lubianat/ann/blob/main/hypothesis_wikidata_annotations_parsing.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "66b_sTD9KiyK",
        "outputId": "5f52459d-ed4d-4abe-aa3d-4b7661872a66"
      },
      "source": [
        "!pip install wikidata2df\n",
        "import requests\n",
        "import pandas as pd\n",
        "import wikidata2df\n",
        "import time\n",
        "import re\n",
        "\n",
        "def get_chunks(lst, n):\n",
        "    \"\"\"Yield successive n-sized chunks from lst.\"\"\"\n",
        "    for i in range(0, len(lst), n):\n",
        "        yield lst[i:i + n]"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Collecting wikidata2df\n",
            "  Downloading https://files.pythonhosted.org/packages/d9/31/03cffaee1bca02c503bcee5f94dbd3453f4951d7f2bd52088da2b75a4517/wikidata2df-0.1.0-py2.py3-none-any.whl\n",
            "Requirement already satisfied: pandas in /usr/local/lib/python3.7/dist-packages (from wikidata2df) (1.1.5)\n",
            "Requirement already satisfied: requests in /usr/local/lib/python3.7/dist-packages (from wikidata2df) (2.23.0)\n",
            "Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.7/dist-packages (from pandas->wikidata2df) (2.8.1)\n",
            "Requirement already satisfied: pytz>=2017.2 in /usr/local/lib/python3.7/dist-packages (from pandas->wikidata2df) (2018.9)\n",
            "Requirement already satisfied: numpy>=1.15.4 in /usr/local/lib/python3.7/dist-packages (from pandas->wikidata2df) (1.19.5)\n",
            "Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests->wikidata2df) (2.10)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests->wikidata2df) (2020.12.5)\n",
            "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests->wikidata2df) (1.24.3)\n",
            "Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests->wikidata2df) (3.0.4)\n",
            "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.7/dist-packages (from python-dateutil>=2.7.3->pandas->wikidata2df) (1.15.0)\n",
            "Installing collected packages: wikidata2df\n",
            "Successfully installed wikidata2df-0.1.0\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "XMNk_Yb3KqUg"
      },
      "source": [
        "def get_annotations_from_hypothesis(europe_pmc_url):\n",
        "  \"\"\"\n",
        "  Gets all annotations on Hypothes.is for a page on Europe PMC\n",
        "  \"\"\"\n",
        "  offset = 0\n",
        "  while True:\n",
        "      time.sleep(1)\n",
        "      print(\"offset: \" + str(offset))\n",
        "      query_params = {\"url\":europe_pmc_url,\n",
        "                  \"offset\":str(offset),\n",
        "                  \"limit\":\"200\"}\n",
        "      result = requests.get(\"https://api.hypothes.is/api/search\", params = query_params)\n",
        "      df_now = pd.json_normalize(result.json()['rows'])\n",
        "\n",
        "      if offset == 0:\n",
        "          df = df_now\n",
        "      else:\n",
        "          df = df.append(df_now)\n",
        "\n",
        "\n",
        "      if len(df_now) != 200:\n",
        "        break\n",
        "\n",
        "      offset += 200\n",
        "\n",
        "  return(df)\n",
        "\n",
        "def get_types_of_qids(list_of_qids):\n",
        "  \"\"\"\n",
        "  Attributes\n",
        "    list_of_qids (str): A list of Wikidata QIDs\n",
        "\n",
        "  Returns\n",
        "    pd.DataFrame: The qids, their labels, their types, and the labels of the types\n",
        "  \"\"\"\n",
        "  list_of = []\n",
        "  i = 0\n",
        "  for qid_values in list_of_qids:\n",
        "          i+=1\n",
        "          query = \"\"\"\n",
        "\n",
        "          SELECT ?item ?itemLabel ?superclass ?superclassLabel ?type ?typeLabel\n",
        "          WHERE{\n",
        "          VALUES ?item {\"\"\" + \" \".join(qid_values) +\"\"\"}\n",
        "          OPTIONAL{?item wdt:P31 ?type.}\n",
        "          SERVICE wikibase:label { bd:serviceParam wikibase:language \"[AUTO_LANGUAGE],en\". }\n",
        "\n",
        "          }\n",
        "          \"\"\"\n",
        "          if i == 1:\n",
        "              expanded_qid_type_table = wikidata2df.wikidata2df(query)\n",
        "          else:\n",
        "              result_now =  wikidata2df.wikidata2df(query)\n",
        "              expanded_qid_type_table = expanded_qid_type_table.append(result_now)\n",
        "\n",
        "  return expanded_qid_type_table\n",
        "\n",
        "\n",
        "\n",
        "def get_types_and_annotations(europe_pmc_url):\n",
        "  df = get_annotations_from_hypothesis(europe_pmc_url)\n",
        "  print(df)\n",
        "  wikidata_ids = df[\"text\"]\n",
        "\n",
        "  wikidata_ids = wikidata_ids[[\"entity/Q\" in value for value in wikidata_ids]]\n",
        "  wikidata_ids = [value.replace(\"\\n\", \"\") for value in wikidata_ids]\n",
        "  wikidata_unique_ids = list(set(wikidata_ids))\n",
        "  qid_values = [re.sub(\".*Q\",\"wd:Q\", qid) for qid in wikidata_unique_ids]  \n",
        "\n",
        "  qid_values_list = get_chunks(qid_values, 400)\n",
        "  expanded_qid_type_table = get_types_of_qids(qid_values_list)  \n",
        "\n",
        "  expanded_qid_type_table[\"url\"] = europe_pmc_url\n",
        "  return expanded_qid_type_table"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "4sUkrZt8OGgw"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "E5SwTnNVLfck"
      },
      "source": [
        "from google.colab import auth\n",
        "auth.authenticate_user()\n",
        "\n",
        "import gspread\n",
        "from oauth2client.client import GoogleCredentials\n",
        "\n",
        "gc = gspread.authorize(GoogleCredentials.get_application_default())"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "UT8sv5IfMUa-",
        "outputId": "27ad793e-20b2-4620-f65f-18b2b6395178"
      },
      "source": [
        "spreadsheet_name = \"ANN MiniCorpus 0.1\"\n",
        "sh = gc.open(spreadsheet_name)\n",
        "worksheet = sh.sheet1\n",
        "print(\"https://docs.google.com/spreadsheets/d/%s\" % sh.id)\n",
        "list_of_lists = worksheet.get_all_values()\n",
        "articles = pd.DataFrame(list_of_lists)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "https://docs.google.com/spreadsheets/d/1hVSV4IlElqjQWRE55EOD-OrQlLWvlGKzRlD6SCF1FV0\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "v0oZ5CK6MiFq"
      },
      "source": [
        "new_header = articles.iloc[0] #grab the first row for the header\n",
        "articles = articles[1:] #take the data less the header row\n",
        "articles.columns = new_header #set the header row as the df header"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "4cdQLUI1MiW_",
        "outputId": "587f4c00-1929-4861-fe36-9fc414adb6c0"
      },
      "source": [
        "list_of_europe_pmc_urls = articles[\"Europe PMC link\"]\n",
        "list_of_europe_pmc_urls"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "1      https://europepmc.org/article/MED/29206104\n",
              "2      https://europepmc.org/article/MED/29072289\n",
              "3      https://europepmc.org/article/MED/30348985\n",
              "4      https://europepmc.org/article/MED/30096314\n",
              "5      https://europepmc.org/article/MED/30429548\n",
              "                         ...                     \n",
              "66     https://europepmc.org/article/MED/33384458\n",
              "67    https://europepmc.org/article/PPR/PPR289457\n",
              "68    https://europepmc.org/article/PPR/PPR308125\n",
              "69    https://europepmc.org/article/PPR/PPR306786\n",
              "70    https://europepmc.org/article/PPR/PPR308216\n",
              "Name: Europe PMC link, Length: 70, dtype: object"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 28
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "P8iz8Fo2Mvo1"
      },
      "source": [
        "def get_types_and_annotations_from_multiple_pages(list_of_europe_pmc_urls):\n",
        "  \"\"\"\n",
        "  Gets all annotations on Hypothes.is and their Wikidata types for many pages\n",
        "  \"\"\"\n",
        "  i = 0\n",
        "  for europe_pmc_url in list_of_europe_pmc_urls:\n",
        "      time.sleep(1)\n",
        "      try:\n",
        "        df_now = get_types_and_annotations(europe_pmc_url)\n",
        "\n",
        "        if i == 0:\n",
        "            df = df_now\n",
        "            print(df)\n",
        "        else:\n",
        "            df = df.append(df_now)\n",
        "        i += 1\n",
        "      except:\n",
        "        pass\n",
        "  return df\n"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "xaE9cxtmQhsb",
        "outputId": "5b9f3ca6-ec33-46f7-cf3b-72ef8391a89a"
      },
      "source": [
        "annotations = get_types_and_annotations_from_multiple_pages(list_of_europe_pmc_urls)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "offset: 0\n",
            "offset: 200\n",
            "offset: 400\n",
            "offset: 600\n",
            "offset: 800\n",
            "offset: 1000\n",
            "offset: 1200\n",
            "offset: 1400\n",
            "offset: 1600\n",
            "offset: 1800\n",
            "offset: 2000\n",
            "offset: 2200\n",
            "                         id  ... user_info.display_name\n",
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            "..                      ...  ...                    ...\n",
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            "\n",
            "[2351 rows x 20 columns]\n",
            "          type  ...                                         url\n",
            "0    Q55983715  ...  https://europepmc.org/article/MED/29206104\n",
            "1         Q515  ...  https://europepmc.org/article/MED/29206104\n",
            "2      Q208511  ...  https://europepmc.org/article/MED/29206104\n",
            "3     Q1093829  ...  https://europepmc.org/article/MED/29206104\n",
            "4     Q1549591  ...  https://europepmc.org/article/MED/29206104\n",
            "..         ...  ...                                         ...\n",
            "372       None  ...  https://europepmc.org/article/MED/29206104\n",
            "373       None  ...  https://europepmc.org/article/MED/29206104\n",
            "374       None  ...  https://europepmc.org/article/MED/29206104\n",
            "375       None  ...  https://europepmc.org/article/MED/29206104\n",
            "376       None  ...  https://europepmc.org/article/MED/29206104\n",
            "\n",
            "[1288 rows x 5 columns]\n",
            "offset: 0\n",
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            "23  WqhotEcaEeu0s-fmoEOVAw  ...                   None\n",
            "24  QHNavEcaEeuEi0dEsv7i_Q  ...                   None\n",
            "25  B0bk3kcaEeuqqFMzVB0V5A  ...                   None\n",
            "26  74fFtkcZEeuYyAcbtFeghQ  ...                   None\n",
            "27  47qAhEcZEeuN9Vu-vf-kjQ  ...                   None\n",
            "28  2p5OaEcZEeur64sgLWe41w  ...                   None\n",
            "29  s9sQBEcZEeuKp8Or7lXHfA  ...                   None\n",
            "30  m4KYnEcZEeuWs6sngOCbIg  ...                   None\n",
            "31  ZAy_0kcZEeu4Jve_sto_iQ  ...                   None\n",
            "32  MZoY9kcZEeu69b_xroGyQA  ...                   None\n",
            "33  IQfBeEcZEeul2e9gz4lBPw  ...                   None\n",
            "34  7SxZckcYEeunACsf3rXjeQ  ...                   None\n",
            "35  22o1nEcYEeuvjeeFH2v8RA  ...                   None\n",
            "36  wO_MLEcYEeubIefA-tqHLQ  ...                   None\n",
            "\n",
            "[37 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   Tpc9hEcpEeu6-k_vXJkJkQ  ...                   None\n",
            "1   SYskXkcpEeuJsB8YJIp_gw  ...                   None\n",
            "2   Lo_rTkcpEeuftzNRgfLxiQ  ...                   None\n",
            "3   Il5iJEcpEeuZCC-6zj4GKg  ...                   None\n",
            "4   Gn6-tEcpEeuJezP5nqxnsQ  ...                   None\n",
            "5   Dr-GnkcpEeu4jl9T4KavVA  ...                   None\n",
            "6   vNejjkcoEeu1QfdNgymb7Q  ...                   None\n",
            "7   kczYREcoEeu1UmtMku1rcQ  ...                   None\n",
            "8   VPbiekcoEeu49EdpOC4EFw  ...                   None\n",
            "9   TZkB_EcoEeunAt_BGloyQQ  ...                   None\n",
            "10  QXuAPkcoEeunlBvASS0hCg  ...                   None\n",
            "11  HCMV1kcoEeuN_Ccmy05Jdw  ...                   None\n",
            "12  0X8SeEcnEeuR42_83xFfIQ  ...                   None\n",
            "13  zc4SCkcnEeuYz_P6yahY1g  ...                   None\n",
            "14  ykkj9EcnEeuqReM6l5ljuw  ...                   None\n",
            "15  l77f3EcnEeunkwfPfPJ6Zg  ...                   None\n",
            "16  jRHJRkcnEeu5TDNFLutASw  ...                   None\n",
            "17  RJk-OEcnEeu5fv_5ly-M_A  ...                   None\n",
            "18  KZKYMkcnEeuNX6N5m1DiEA  ...                   None\n",
            "19  IZR2HkcnEeuPt3PN1KSJtA  ...                   None\n",
            "20  DzkHMkcnEeuqqltdQOo4mg  ...                   None\n",
            "21  _o_GWkcmEeuy4-OkzRtieg  ...                   None\n",
            "22  55XYGEcmEeuh8juPbcuadA  ...                   None\n",
            "23  3KyKtEcmEeuIZEusrgjlxA  ...                   None\n",
            "24  l2Vv_EcmEeucUY9gHhAQ_Q  ...                   None\n",
            "\n",
            "[25 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   40XcekctEeueDidMJzuHHw  ...                   None\n",
            "1   1tJdiEctEeuS1u96iBT_Sg  ...                   None\n",
            "2   u7sLxkctEeuHN_tURuFl_Q  ...                   None\n",
            "3   rpDq7EctEeuqSRsf7WziuA  ...                   None\n",
            "4   ojcuAEctEeur72da2uvboA  ...                   None\n",
            "5   mJRUhkctEeu7gpcPK1-2RQ  ...                   None\n",
            "6   kKhZ6EctEeukFns17JCCjA  ...                   None\n",
            "7   hv6MbkctEeu1V3tHUdEmqg  ...                   None\n",
            "8   V_TJLkctEeuqtDdN89GE7w  ...                   None\n",
            "9   9W--nkcsEeu5UeM2Hf_GXw  ...                   None\n",
            "10  6cy1GkcsEeubctvh4fxnIQ  ...                   None\n",
            "11  4dnTVkcsEeuGUcfIzuxYaw  ...                   None\n",
            "12  2IecNEcsEeuWvZeicIxsMQ  ...                   None\n",
            "13  0YzH4kcsEeuw3UtSN0tigA  ...                   None\n",
            "14  wgOYvkcsEeucVqdtEAP38Q  ...                   None\n",
            "15  t0lzCEcsEeuqsleTCfSzOA  ...                   None\n",
            "16  sdo47kcsEeu8MoM1C3vqcw  ...                   None\n",
            "17  UXczHEcsEeu1Vl9nKjFE9w  ...                   None\n",
            "18  rgfIVEcrEeupeuuItDTUIw  ...                   None\n",
            "19  qbnu2kcrEeusp087r1dyBQ  ...                   None\n",
            "20  p11t4kcrEeuugOOz4fe3WA  ...                   None\n",
            "21  kw0q2kcrEeuqsd_J18f1TA  ...                   None\n",
            "22  Xq_F6kcrEeuqR2tC3MWPVA  ...                   None\n",
            "23  WzwOeEcrEeu3to_G05ZsrQ  ...                   None\n",
            "24  V3ChyEcrEeuEk0-x0JoZlA  ...                   None\n",
            "25  JCN7LkcrEeuiKEtT4Mv6AA  ...                   None\n",
            "26  Hi7huEcrEeuyo6ePTIW-lQ  ...                   None\n",
            "27  DDiMtkcrEeuspjNaB3ugqA  ...                   None\n",
            "28  BaqDpEcrEeu_TTe30nU25Q  ...                   None\n",
            "29  7cZyXEcqEeuy5a8LmoqHqQ  ...                   None\n",
            "30  4ioG6EcqEeu-sPMu0lU36w  ...                   None\n",
            "31  vCtuWkcqEeurojsQcKCfWA  ...                   None\n",
            "32  lLPerEcqEeuVF4uI8kovRw  ...                   None\n",
            "33  jACEwkcqEeuZCsduIv2yhg  ...                   None\n",
            "34  hzcfRkcqEeuj5ue1CJHnAA  ...                   None\n",
            "35  XhA2SEcqEeudYb8aEXec1g  ...                   None\n",
            "36  Q3J5LEcqEeuiJwuQr-BeSg  ...                   None\n",
            "37  5-_CxkcpEeu1QlcOTQ9w6Q  ...                   None\n",
            "38  0TfpjEcpEeunCMc8rt4Mvg  ...                   None\n",
            "39  ufb2CkcpEeukFG81V3kjMQ  ...                   None\n",
            "40  sOLE9EcpEeul4aNU7RYsiQ  ...                   None\n",
            "41  pvlbpkcpEeuN_c-bY-guEg  ...                   None\n",
            "42  ngwvlkcpEeuqQie_bDl2jQ  ...                   None\n",
            "43  kxkQBEcpEeu__fc-SbNEVg  ...                   None\n",
            "44  iGf0BEcpEeuzA0PZj0PgVw  ...                   None\n",
            "45  f2W1WEcpEeu8LkcSlJ5P0Q  ...                   None\n",
            "\n",
            "[46 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   j8DQ7kfAEeudZMN5RQNqiw  ...                   None\n",
            "1   SCwVmkfAEeu1A-8mZ1McsQ  ...                   None\n",
            "2   PgnTckfAEeuzMhPqdSwDIw  ...                   None\n",
            "3   DCMfskfAEeuzMCOsaOAJdQ  ...                   None\n",
            "4   0s_cjEe_EeuzWhNFq9Uxdg  ...                   None\n",
            "5   yXZSQke_EeuzL-u8vEWF1Q  ...                   None\n",
            "6   p0cO-ke_EeudY5e9E__rHg  ...                   None\n",
            "7   nLuvkEe_EeumLpvtrZ0kHg  ...                   None\n",
            "8   lXVUAke_EeuLCRvUkXE_Ug  ...                   None\n",
            "9   ix_BIke_EeusRx85T6R6Ow  ...                   None\n",
            "10  iLy4VEe_Eeu50psspEpsFw  ...                   None\n",
            "11  CPiPgEe_Eeu7YSuNK_-6tg  ...                   None\n",
            "12  -cT56ke-Eeu4dQsLp7xqvg  ...                   None\n",
            "13  8RTkkEe-EeuLCKvpYsUHog  ...                   None\n",
            "14  61mlcke-Eeu7X-uRZ6LNUA  ...                   None\n",
            "15  0yuGUEe-Eeu8fn9h0ZdmeA  ...                   None\n",
            "16  x2gOOEe-Eeu44ddwjBw9QQ  ...                   None\n",
            "17  fzrOwEe-EeuZVy9gkEUBtg  ...                   None\n",
            "18  cQnzvEe-EeusRU_kX9gIcg  ...                   None\n",
            "19  Z-2UtEe-EeuOgs8sY03diA  ...                   None\n",
            "20  XvlOmEe-EeugEA-3QLnSWw  ...                   None\n",
            "21  UrjmAke-Eeun7IOtN3lHgQ  ...                   None\n",
            "22  RxNBbEe-EeunWmv7nW_95w  ...                   None\n",
            "23  QC8EOke-EeuJ-__w7EJf8w  ...                   None\n",
            "24  Ntmr7Ee-EeuRsFMTDxO5Lg  ...                   None\n",
            "25  LhqF-Ee-EeunWQdjk9U0Uw  ...                   None\n",
            "26  _NuMHEe9EeuPy3cL0qPwPQ  ...                   None\n",
            "\n",
            "[27 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   cMRoeEWjEeuGn5dzYxDYNQ  ...                   None\n",
            "1   bIKrMEWjEeuWEYcA6p1ksg  ...                   None\n",
            "2   zmitKEWiEeujev9VKvUdjg  ...                   None\n",
            "3   uykaXkWiEeuSKx83BHHzRQ  ...                   None\n",
            "4   rV8_cEWiEeud0ddw4ny4bA  ...                   None\n",
            "5   fSPSTkWiEeudY7tErBgGxg  ...                   None\n",
            "6   aTJeIkWiEeudYvt6ZoffKQ  ...                   None\n",
            "7   Mgq_KkWiEeu_0bsrolTlzA  ...                   None\n",
            "8   _gKG_kWhEeu3F8-kyvLF0Q  ...                   None\n",
            "9   tNsB9EWhEeu_ZidSAsNDZg  ...                   None\n",
            "10  h2ERUEWhEeuo4vMbD4B0Rg  ...                   None\n",
            "11  cbp5BEWhEeucd2v0QqJAfw  ...                   None\n",
            "12  ZFu2JEWhEeuHsuOHJVuD6g  ...                   None\n",
            "13  GOStNkWhEeut2r-YdlAhsw  ...                   None\n",
            "14  C1xP6EWhEeu7eC9RB1IfGQ  ...                   None\n",
            "15  6CQuJEWgEeuNU7Ntfc3MwA  ...                   None\n",
            "16  yKNi_kWgEeuyYYfJN1zjkw  ...                   None\n",
            "17  wFIy7EWgEeuRQotYGerx0w  ...                   None\n",
            "18  iZ6FwEWgEeuRQUcB6OoE0Q  ...                   None\n",
            "\n",
            "[19 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   iiDbjkhREeuHwC_K8J4hgg  ...                   None\n",
            "1   g8rMSkhREeubqzNexZJclQ  ...                   None\n",
            "2   P3l7ckhREeugUYv1Q2nPew  ...                   None\n",
            "3   J8zdUkhREeu8uYPD4zrILA  ...                   None\n",
            "4   IaHjWkhREeuOwlsu5zd5DQ  ...                   None\n",
            "5   GvhfKkhREeu5LYsHmehgvg  ...                   None\n",
            "6   Cje3gEhREeubqcNdAaegOw  ...                   None\n",
            "7   3Xn7ckhQEeuu_gsQcF5o_w  ...                   None\n",
            "8   suTLMEhQEeudjEcwxD0NHw  ...                   None\n",
            "9   qNKCmkhQEeu8txf213DiOQ  ...                   None\n",
            "10  j7LDTEhQEeuzdZ_AHsnbBQ  ...                   None\n",
            "11  Y6CW5EhQEeubqCuHnSr3yw  ...                   None\n",
            "12  UfF4RkhQEeut5usHGQoMzQ  ...                   None\n",
            "13  e4Rekkf4EeuKHfeajvXzwA  ...                   None\n",
            "14  PRYLWkf5EeumSLPxvUu5EQ  ...                   None\n",
            "15  KDRnNkf5EeudzIfE1UrVJg  ...                   None\n",
            "16  _wBGvkf4Eeuzdvv5CNar4w  ...                   None\n",
            "17  4MouYkf4EeuTVn8TEsdcVw  ...                   None\n",
            "18  UeI29Ef4EeuE9P_JPNoOBw  ...                   None\n",
            "19  iwok0kf4EeusrnsMpCCxbw  ...                   None\n",
            "20  husMQEf4EeulcXu12VUQDw  ...                   None\n",
            "21  SFU7fEf4EeuKDZdyQ2zbLg  ...                   None\n",
            "22  PhsNnkf4EeuddLvbaqRrQQ  ...                   None\n",
            "23  Okj9okf4EeuOWG_MpdPv-A  ...                   None\n",
            "24  Lg0XMEf4EeurDpdssrZA0Q  ...                   None\n",
            "25  ISW72kf4Eeu_KEMdxvvd1Q  ...                   None\n",
            "26  E86z2Ef4EeurCTf6PO4uBA  ...                   None\n",
            "27  DdsvBkf4EeuiZosK1I813g  ...                   None\n",
            "28  BcYJskf4EeusXRuz7GXf3A  ...                   None\n",
            "29  -VZSSkf3EeuPj8tXdMCVbA  ...                   None\n",
            "30  whxG9Ef3Eeu5Yvc9mySEWw  ...                   None\n",
            "\n",
            "[31 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   FbZJJEhVEeuvAtd8xVmCqw  ...                   None\n",
            "1   EF8F2EhVEeuGz3c5yWLpGA  ...                   None\n",
            "2   Aa3FfkhVEeudkGfRcy7YCg  ...                   None\n",
            "3   8BdKEEhUEeuOxcewd2CVqA  ...                   None\n",
            "4   5HP6-khUEeu8GJcpYIm9WA  ...                   None\n",
            "5   4Bmr2khUEeuQR2ca4KB6dg  ...                   None\n",
            "6   21pMTkhUEeuijrcMRh1fPA  ...                   None\n",
            "7   x5Sc8EhUEeuFIztUPpftsg  ...                   None\n",
            "8   wTjZrEhUEeu517MM2ywXwg  ...                   None\n",
            "9   uQXz5khUEeuvAL-LTIGNEw  ...                   None\n",
            "10  tjn_fEhUEeusipv-LwG-0Q  ...                   None\n",
            "11  px6AqEhUEeuSgTdmMv2GiQ  ...                   None\n",
            "12  oPlLuEhUEeu51tdnZNQUnQ  ...                   None\n",
            "13  eEAmVkhUEeu6FBMuuWEgaQ  ...                   None\n",
            "14  XkE6VkhUEeuJ-tda3dwKuw  ...                   None\n",
            "15  QzeJDkhUEeumXZu_AH2qaA  ...                   None\n",
            "16  KQYRzEhUEeuaQe-5a25SQw  ...                   None\n",
            "17  Fd3q1EhUEeu15EuSiuRi_w  ...                   None\n",
            "18  DvHz8EhUEeunl0OxFVlH4Q  ...                   None\n",
            "19  CDGV6EhUEeuN3tcbrfbRRQ  ...                   None\n",
            "20  _o5xgkhTEeuUOneZyEq7AQ  ...                   None\n",
            "21  wFPXBEhTEeup_Z9zHhWMVQ  ...                   None\n",
            "22  sCk4kkhTEeuszX8v-QITMg  ...                   None\n",
            "23  eUbx6EhTEeuI9xfNdwzOJg  ...                   None\n",
            "24  XOL-ykhTEeuOxJPcm9ZGzA  ...                   None\n",
            "25  VXbfnkhTEeui0wcERXzVNA  ...                   None\n",
            "26  THqEfEhTEeu4woeQtpmtjg  ...                   None\n",
            "27  IsfD4khTEeuQRUdtExPNMA  ...                   None\n",
            "28  Au7MMkhTEeuTekfMwl2WoA  ...                   None\n",
            "29  w62H6EhSEeubrB9sGC3sig  ...                   None\n",
            "30  vJjQcEhSEeuvrv9C9GS-Zw  ...                   None\n",
            "31  tRoV_EhSEeu7pbcGIcBYtg  ...                   None\n",
            "32  nAjRUkhSEeuklLPkPcLuKg  ...                   None\n",
            "33  fzexEEhSEeuOgQd6P-txUw  ...                   None\n",
            "34  eEU6vEhSEeuPUO_OZjEaLQ  ...                   None\n",
            "35  azo6cEhSEeuc0TeWtsfiEA  ...                   None\n",
            "36  WCaSJkhSEeu1NTOptaIxyQ  ...                   None\n",
            "37  TR-aikhSEeu_Sy_MCTlWbA  ...                   None\n",
            "38  SVkQIEhSEeusKH8MVPJvmg  ...                   None\n",
            "39  Rup36EhSEeunlJeFgS7fnw  ...                   None\n",
            "40  QrDgLEhSEeu5ihsU_ceTOg  ...                   None\n",
            "41  Pf4vCEhSEeumcVP6kL2UKA  ...                   None\n",
            "42  Oj-rdkhSEeuOf_fzS86Exw  ...                   None\n",
            "43  LXi5UEhSEeu6EhvBINVFNw  ...                   None\n",
            "44  JDkgvkhSEeu14BO-5BoXiQ  ...                   None\n",
            "45  GyHRTEhSEeuGy3_g2swTeA  ...                   None\n",
            "46  E126_EhSEeuQFzcF7DIjQA  ...                   None\n",
            "47  Bzr6yEhSEeurMHsA2suZ6g  ...                   None\n",
            "48  BCgBgkhSEeusiKdfylU1gg  ...                   None\n",
            "49  AKOS2EhSEeu5q8voxixQnA  ...                   None\n",
            "50  -JPHcEhREeu_5E_EBuuvsQ  ...                   None\n",
            "51  57b3OEhREeuVqdPDsXVngw  ...                   None\n",
            "52  2Ii9yEhREeuvrauAPk55AQ  ...                   None\n",
            "53  yP8mREhREeuLUVtuqCcBqQ  ...                   None\n",
            "\n",
            "[54 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   Qf5jokkuEeuwKJOfB3KYjg  ...                   None\n",
            "1   OtHSCEkuEeuzuqup4TirlA  ...                   None\n",
            "2   MHA9mkkuEeuFwAuBlYP-MQ  ...                   None\n",
            "3   LHK9YkkuEeuHV8PHgly7og  ...                   None\n",
            "4   Jjg_WEkuEeube3Pj9pK4KA  ...                   None\n",
            "5   HSOXoEkuEeuSeWNyBx_22Q  ...                   None\n",
            "6   DIHC0kkuEeuubafd-izNtA  ...                   None\n",
            "7   BuaJIEkuEeutV5-yF1XgVg  ...                   None\n",
            "8   4FCgIEktEeuZxP8traj0Cw  ...                   None\n",
            "9   f0-dvEktEeuL2QNO5r9URw  ...                   None\n",
            "10  d5NxZkktEeulIferH8fG9g  ...                   None\n",
            "11  bMoHXkktEeu6lG8g_eJYcg  ...                   None\n",
            "12  JEGPDEktEeuP1EdJf0Padw  ...                   None\n",
            "13  FDvk_kktEeuzuNPIm0-h9A  ...                   None\n",
            "14  7r3UlEksEeu5QjuPe090Iw  ...                   None\n",
            "15  jAbMrEksEeubdlcbOaL0uA  ...                   None\n",
            "16  hRi7bEksEeuzt28tuH4jcw  ...                   None\n",
            "17  e4sAtEksEeutVGvBZJJ01A  ...                   None\n",
            "18  eLlnwkksEeug3k90VxiMNg  ...                   None\n",
            "19  a5J4fEksEeuoHzfbPmC72A  ...                   None\n",
            "20  Olg0QEksEeu5QIOhQlgXXA  ...                   None\n",
            "21  NMSIHEksEeurvp8sHGGwTw  ...                   None\n",
            "22  7uUNikkrEeu5P18sgcpTAA  ...                   None\n",
            "23  yCggYEkrEeudTj_Ztt-NcA  ...                   None\n",
            "24  nalMxEkrEeumKnOzOKRFNQ  ...                   None\n",
            "25  du8DgEkrEeuJZp93icndIQ  ...                   None\n",
            "26  a6QRlkkrEeuL11dnQwe-1Q  ...                   None\n",
            "27  NC-c0EkrEeuUrH-xqMAc0g  ...                   None\n",
            "28  K82zLkkrEeutU1vmFukMkw  ...                   None\n",
            "29  J0Qp-kkrEeusrMvrA_Ipdg  ...                   None\n",
            "30  G0PUIEkrEeuKsEuvth9NLA  ...                   None\n",
            "31  9j7YoEkqEeuqf79tDY0i1Q  ...                   None\n",
            "32  0BO67EkqEeueijc-j5xYQg  ...                   None\n",
            "33  uq4F6kkqEeu9Kq-qeKkiwQ  ...                   None\n",
            "34  sZL86kkqEeujTUPRmXiR2A  ...                   None\n",
            "35  k22UvkkqEeu6FkOAHJ7GQw  ...                   None\n",
            "36  iyjtMEkqEeuowRPEbpm23g  ...                   None\n",
            "37  W0cudEkqEeu2abPjwemp8w  ...                   None\n",
            "38  UKX1aEkqEeu8lJNhKzZbzg  ...                   None\n",
            "39  OAVw7EkqEeusqcPzv2-JzQ  ...                   None\n",
            "40  L1LOmkkqEeuoOC8qQ_F8xQ  ...                   None\n",
            "41  Hm1abkkqEeuwtHvV0noa5Q  ...                   None\n",
            "42  GOcJeEkqEeuPPCsCkE1Nng  ...                   None\n",
            "\n",
            "[43 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   2nCjiElwEeus7xcfabuMLg  ...                   None\n",
            "1   qJU3oklwEeuOpoPja3R5nw  ...                   None\n",
            "2   mCOtaElwEeufo-uqORXQwg  ...                   None\n",
            "3   i4-iMklwEeunQ7_sSVrr1Q  ...                   None\n",
            "4   csDAnElwEeuaY__TaPuSQw  ...                   None\n",
            "5   UXuHUElwEeuLHRtULi2frA  ...                   None\n",
            "6   R9_nrklwEeuq0aNY4vVT5g  ...                   None\n",
            "7   O5QUNElwEeut6XeKDXr0EA  ...                   None\n",
            "8   NPNGhklwEeu2Bcvp3YpSow  ...                   None\n",
            "9   KWRntElwEeuQfY9LuVRTVQ  ...                   None\n",
            "10  IQrfTklwEeuq5feyfXDf0A  ...                   None\n",
            "11  BbRakElwEeulZKtsxQh4XQ  ...                   None\n",
            "12  1owTwElvEeueUffBAf48kQ  ...                   None\n",
            "13  zwhkbklvEeu0YsM9ia5OFQ  ...                   None\n",
            "14  tKce2klvEeut5jMSOr4SMA  ...                   None\n",
            "15  rRaFhElvEeuqxh_aK2VEzw  ...                   None\n",
            "16  ov2rXklvEeuIhw92UdOvsw  ...                   None\n",
            "17  mHm-wElvEeuUPgv3C12VSQ  ...                   None\n",
            "18  kcxXSklvEeuqqJ81uB043g  ...                   None\n",
            "19  iIg8iklvEeuKshe7nsp_sw  ...                   None\n",
            "20  gcWRzElvEeufXLPV2OC2Dg  ...                   None\n",
            "21  cHLCMklvEeuK7ftbWiEnAg  ...                   None\n",
            "22  X6JMwElvEeu6gx9Hvs76xQ  ...                   None\n",
            "23  Uuq37ElvEeuq44vRIneLeA  ...                   None\n",
            "24  MpMqOElvEeuOo9cwvAY4mg  ...                   None\n",
            "25  79eT-kluEeuPPad1qe2Y_w  ...                   None\n",
            "26  6Ylu2EluEeunIgdiUdFFfA  ...                   None\n",
            "27  4v3F3EluEeur5xfx0ILbZw  ...                   None\n",
            "28  3WnvVkluEeur5SNDbqtpRQ  ...                   None\n",
            "29  1utATkluEeuMFc-uZBH1tA  ...                   None\n",
            "30  wvyzukluEeuwa_sfZXykpw  ...                   None\n",
            "31  saAGMEluEeu2vOMauq6_GA  ...                   None\n",
            "32  nk1OskluEeuyQQ9MOm9baw  ...                   None\n",
            "33  nGd6MkluEeuewN8eCm8pkA  ...                   None\n",
            "34  l0REDkluEeu5BWOmuQmd2g  ...                   None\n",
            "35  lHUsUkluEeu5BG9i_-mKtQ  ...                   None\n",
            "36  kBQusEluEeu8ZwOgRVmKwA  ...                   None\n",
            "37  jtoB-kluEeuvyB_qBe3Ahw  ...                   None\n",
            "38  jL4JjkluEeuaAjuyqjHGVw  ...                   None\n",
            "39  Zh_G3EluEeuQfB_sw3rIJg  ...                   None\n",
            "40  YW5PHkluEeujZQM1w4l1ew  ...                   None\n",
            "41  X0U5yEluEeuK64tfyVK9Gw  ...                   None\n",
            "42  QpQJEkluEeumZ1-N8IKCoQ  ...                   None\n",
            "43  NR1TiEluEeut47tynXQNtg  ...                   None\n",
            "44  KQRHqkluEeumZreEWWh47w  ...                   None\n",
            "45  CO6u9kluEeuJlu-mQ4RWAg  ...                   None\n",
            "\n",
            "[46 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   83A27klyEeua9w_tv-d44Q  ...                   None\n",
            "1   6HgZqklyEeuWK3MyVC8tvQ  ...                   None\n",
            "2   Cnl0HklyEeu8bPf4c3KV2g  ...                   None\n",
            "3   BItkNklyEeubwBtdHGy8Wg  ...                   None\n",
            "4   -2u9xElxEeuo9rN-HhOKjg  ...                   None\n",
            "5   9OpK4klxEeuWdjcG-6qjRA  ...                   None\n",
            "6   2vnu2klxEeuHjEdwvSye5g  ...                   None\n",
            "7   0ulCuElxEeu2vqvpKb8JjA  ...                   None\n",
            "8   CaNi5ElxEeu0ZGvOULRB5Q  ...                   None\n",
            "9   oITqFklxEeujXe8O6dPO2Q  ...                   None\n",
            "10  jWGcuElxEeuqybtu3kfk8g  ...                   None\n",
            "11  asI96ElxEeueUwvQ15aEMQ  ...                   None\n",
            "12  WGKLMElxEeuQfyOQ0XmxSg  ...                   None\n",
            "13  RuQO4klxEeus8EsllvbgvQ  ...                   None\n",
            "14  HKtpBElxEeuaA2u_JfjjfQ  ...                   None\n",
            "15  9CgukElwEeu5f9u6oCIrlQ  ...                   None\n",
            "\n",
            "[16 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   NduDnkf3Eeu_JntN1txd6Q  ...                   None\n",
            "1   LHkEFkf3EeuNKUPl1WZ6Jg  ...                   None\n",
            "2   JGC5aEf3EeuUF2sb9bdXoQ  ...                   None\n",
            "3   G5c4tkf3Eeu_0Fde3Ch0zA  ...                   None\n",
            "4   E_w-7kf3Eeu1s5uJ53yt5A  ...                   None\n",
            "5   Cpi7DEf3Eeu_uUc9qqmsAw  ...                   None\n",
            "6   _3eZeEf2EeuwC5ty2csQWg  ...                   None\n",
            "7   xVM9zkf2EeuebUd2W5Hx8w  ...                   None\n",
            "8   vCBKskf2Eeu78dctAft7kw  ...                   None\n",
            "9   iecNukf2Eeu5D4MHOnNmCQ  ...                   None\n",
            "10  NtN5YEf2EeuJ3BPfgV1jBw  ...                   None\n",
            "11  MHjiikf2EeuSWxuBt9RLsA  ...                   None\n",
            "12  Jy2LXkf2Eeuew-OkDRaEDQ  ...                   None\n",
            "13  H45P8Ef2EeuoC986UWyRUg  ...                   None\n",
            "14  DCwGeEf2EeuP6QctlwdoUw  ...                   None\n",
            "15  keFUIkf1EeuUFnsTfHsEuw  ...                   None\n",
            "16  j3ZIKEf1EeuKCgsTsocxYw  ...                   None\n",
            "17  gA92cEf1EeuZdWNCTler5A  ...                   None\n",
            "18  fi2BvEf1Eeus-9fJylqeSw  ...                   None\n",
            "19  emFpGEf1EeuewV_PN3WV6g  ...                   None\n",
            "20  b4FmnEf1EeuZMIv1fFP50w  ...                   None\n",
            "21  VMi0GEf1EeuSWgNvqk9VxA  ...                   None\n",
            "22  SaS8dkf1EeurDe-2XWd6ew  ...                   None\n",
            "23  RttCMEf1EeuLJSPhuw0YLg  ...                   None\n",
            "24  RS12fkf1EeuouePCiuySjg  ...                   None\n",
            "25  OIXE0Ef1EeuIyMPHB6Lbdw  ...                   None\n",
            "26  NU6sMkf1EeurCMNLPDGnMQ  ...                   None\n",
            "27  M3v2xkf1EeuVMqfrvx55Lw  ...                   None\n",
            "28  Kgnv0Ef1EeuqsAdjmuyhyA  ...                   None\n",
            "29  JV5MTEf1Eeu_t6-3auJldA  ...                   None\n",
            "30  ILEUNkf1Eeu_tk8UwgBoow  ...                   None\n",
            "31  FFN2NEf1EeuOV3dpm6WAgA  ...                   None\n",
            "32  CNCI7Ef1EeuctLe3nJXavA  ...                   None\n",
            "33  28TYlEf0EeuOmec5QIWo5w  ...                   None\n",
            "34  yinbjkf0EeuQIN8G2QUd8w  ...                   None\n",
            "35  wgP5Tkf0EeuqqV-CcKyJ5g  ...                   None\n",
            "36  r7KlGkf0Eeu5DEeALI4O5w  ...                   None\n",
            "37  p2khSkf0EeuVMS8ju5LxtQ  ...                   None\n",
            "38  gHwUAkf0EeunbVNNgvKNfQ  ...                   None\n",
            "\n",
            "[39 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   r7WaEkl2EeuHjvc06_7GEg  ...                   None\n",
            "1   WYAEykl2Eeu2wVNIdgTZyA  ...                   None\n",
            "2   T8KmVEl2EeuF9GuD1ShteQ  ...                   None\n",
            "3   RLxJmkl2Eeuw9INxQHciPA  ...                   None\n",
            "4   N3q3dkl2Eeuma2tp1rYSjA  ...                   None\n",
            "5   LpF1UEl2EeutTa-bnGKMRg  ...                   None\n",
            "6   6RDmUEl1EeudkUOUPZsBwA  ...                   None\n",
            "7   t1Ai3kl1EeuURWcYHj0dKg  ...                   None\n",
            "8   rtwrKkl1EeujYlf6zLinHg  ...                   None\n",
            "9   gs6pGEl1Eeuw82cgNXbtDg  ...                   None\n",
            "10  fdqlzkl1Eeu2B5-FSSv6OQ  ...                   None\n",
            "11  IMtTukl1EeuQx5_QE3wM2Q  ...                   None\n",
            "12  DDSbbkl1Eeu8bcPSwnoDyQ  ...                   None\n",
            "13  -TxXzEl0EeuaaT-gld23nQ  ...                   None\n",
            "14  906a9kl0Eeu6WHOoH-C9bA  ...                   None\n",
            "15  8nBxREl0EeuutUMURkIq9Q  ...                   None\n",
            "16  xW-ILkl0EeuvzNu1bD64SA  ...                   None\n",
            "17  wxLfkEl0EeurqxPDofScDg  ...                   None\n",
            "18  sAcXaEl0EeunS_uFqnC24g  ...                   None\n",
            "19  o2ouqkl0EeuMGrsxXGY1UQ  ...                   None\n",
            "20  ecuN5kl0EeuodQ_WZ_dm2A  ...                   None\n",
            "21  S9lPpEl0Eeuo-ifbdsjskQ  ...                   None\n",
            "22  Pbj4okl0EeueWCtvBYj_bA  ...                   None\n",
            "23  M0yXNEl0Eeu6V1_VTHJqNQ  ...                   None\n",
            "24  LXta3kl0EeuOpwdgW0ftkA  ...                   None\n",
            "25  JgYULkl0EeuTQacP0wp4oA  ...                   None\n",
            "26  HPFhBEl0EeuhKlcVBjq_IQ  ...                   None\n",
            "27  CznhUkl0EeuodG90KPjUcg  ...                   None\n",
            "28  zjNqMElzEeuo-bfeHb50-Q  ...                   None\n",
            "29  iOMbxElzEeu6hougv-l68A  ...                   None\n",
            "30  aJD3nElzEeuPfFuCPKf6vg  ...                   None\n",
            "31  HJ_AwElzEeujSAdzd8QYZQ  ...                   None\n",
            "32  GmcLfklzEeuhKfesKcrf5Q  ...                   None\n",
            "\n",
            "[33 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   tDELhEn0Eeu9Nrc-ESZi_A  ...                   None\n",
            "1   qbMaqEn0EeuqBKtUYicgtA  ...                   None\n",
            "2   n7YUdEn0EeuGSRfooIzsuQ  ...                   None\n",
            "3   fs2w0kn0EeufGqvfAPB2NA  ...                   None\n",
            "4   deo3sEn0Eeu0niuFP88r3g  ...                   None\n",
            "5   bmmqcEn0EeuS9w9N_3ILeg  ...                   None\n",
            "6   aTrMAEn0EeuI4nvhqerBAA  ...                   None\n",
            "7   SaKSYEn0Eeu6RNs0-KNaow  ...                   None\n",
            "8   AYT3Pkn0EeuwOYssAbhK3g  ...                   None\n",
            "9   ymhysknzEeu7IgfItV9i0A  ...                   None\n",
            "10  wTIKqknzEeuQ34efUbQfKQ  ...                   None\n",
            "11  uuBUwknzEeuJ5s_a64U0-Q  ...                   None\n",
            "12  q2koZknzEeu63feZ-rQAxw  ...                   None\n",
            "13  ozDQhknzEeuwxz903CTa8w  ...                   None\n",
            "14  n7R6rEnzEeuSfU8skqOxNw  ...                   None\n",
            "15  lTtlwknzEeuGR7MNoYZzEQ  ...                   None\n",
            "16  jp8HjEnzEeuoqRdk3fS7Yw  ...                   None\n",
            "17  inHe0knzEeu3EPNP_pB61g  ...                   None\n",
            "18  ezQZ7knzEeufGNOITPBg-g  ...                   None\n",
            "19  aBnfzknzEeuwxl9AgmEbCA  ...                   None\n",
            "20  YQxNrEnzEeuuOF_GnS_4Uw  ...                   None\n",
            "21  W1sKQknzEeuRYVdhOow70g  ...                   None\n",
            "22  VG_lhknzEeuI1x9Tp1SOhw  ...                   None\n",
            "23  UlDY0knzEeufFseO3fkCRA  ...                   None\n",
            "24  UOsnmknzEeucy3-cuz6D-Q  ...                   None\n",
            "25  TGiqdknzEeuer5_1w3v0Vg  ...                   None\n",
            "26  FPW8lknzEeu27--iQA238Q  ...                   None\n",
            "27  CxsqCEnzEeuj35vlmnP64g  ...                   None\n",
            "28  5lsN0knyEeuYVnecK0uK-Q  ...                   None\n",
            "29  3j86uknyEeuLQLN3gwiLdQ  ...                   None\n",
            "30  0FLrXknyEeuRCtux7F4mTw  ...                   None\n",
            "31  xPIw7knyEeuQyvvyj5LUEw  ...                   None\n",
            "32  vLURlEnyEeuWhh-M5nmtwA  ...                   None\n",
            "33  sYwBpknyEeuI2z_giVFzhA  ...                   None\n",
            "34  p-vTLknyEeuQZP--_sEPAg  ...                   None\n",
            "35  ossXzknyEeurI1fAO_bk7Q  ...                   None\n",
            "36  npMrGknyEeuln0t4JKeZQw  ...                   None\n",
            "37  klT9BknyEeunhv9x6CaoVA  ...                   None\n",
            "38  hQqnhknyEeuwOJOH1UgSAQ  ...                   None\n",
            "39  fZ77vknyEeusSrvfXZDm1w  ...                   None\n",
            "40  d4ikvknyEeuJ4ZvwtdgdxA  ...                   None\n",
            "41  XX2XvknyEeunm2c1_bU6Og  ...                   None\n",
            "42  VySshknyEeuheUfs9TDGRA  ...                   None\n",
            "43  UE-9EEnyEeujrauXHOQ4IQ  ...                   None\n",
            "44  QPpX5EnyEeuyoSPPSs72bQ  ...                   None\n",
            "\n",
            "[45 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   cpGj4EsSEeuJv0MXpUeOGw  ...                   None\n",
            "1   Y-LlDEsSEeuMJH9-OFWcZg  ...                   None\n",
            "2   XfTMvksSEeu3td9UNaFDWg  ...                   None\n",
            "3   T3lNQEsSEeuVOF806jvxUQ  ...                   None\n",
            "4   RtVJjEsSEeuSKPfVAfNi_A  ...                   None\n",
            "5   QBuhNksSEeuTUI919DLBTw  ...                   None\n",
            "6   ORoayksSEeu75288mlOL1A  ...                   None\n",
            "7   Gz8ktEsSEeupgJcGK9a61Q  ...                   None\n",
            "8   ErtPyksSEeud6vevZu-aFA  ...                   None\n",
            "9   DDdqqEsSEeunn1epcg3Aqw  ...                   None\n",
            "10  BLmloksSEeuPp0uYZvAgLw  ...                   None\n",
            "11  6lDuRksREeuqHT-tbVdMEA  ...                   None\n",
            "12  0eGARksREeugkpMr66fNug  ...                   None\n",
            "13  v3JSPEsREeu7s9_5Xg1R7w  ...                   None\n",
            "14  totEMEsREeur5vM7GHJMWQ  ...                   None\n",
            "15  qBTbMksREeuqHA8WGvcvQg  ...                   None\n",
            "16  o1BUAEsREeuJvlf7ZpIDuw  ...                   None\n",
            "17  m02VYEsREeubDA_keAO9nQ  ...                   None\n",
            "18  iWMr5EsREeunnStY6Ppctg  ...                   None\n",
            "19  HZkC2ksREeuQUoc5YKypGg  ...                   None\n",
            "20  DTQfTEsREeuPppe2093IMQ  ...                   None\n",
            "21  0LCcOksQEeumkcc5XgAtow  ...                   None\n",
            "22  zL7beEsQEeuTTyMlgrNNpw  ...                   None\n",
            "23  t0pM5ksQEeukdjfLKkt8_A  ...                   None\n",
            "24  siQfREsQEeuTTm97q7ZqFg  ...                   None\n",
            "25  pXjPEEsQEeuetdep9cEN8g  ...                   None\n",
            "\n",
            "[26 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   4ZXgmEukEeuUwH8vovAHkg  ...                   None\n",
            "1   wR9z7EukEeu1hE_XnyRFJQ  ...                   None\n",
            "2   uAJ6ZkukEeueM6cTopDuMA  ...                   None\n",
            "3   qUoEnkukEeuzy8cAXYcLfQ  ...                   None\n",
            "4   ozp9LEukEeu-RePI4HGMzA  ...                   None\n",
            "5   nIlaekukEeuse5Oq4RnU9g  ...                   None\n",
            "6   lPy9EEukEeuft5t4X6GWFw  ...                   None\n",
            "7   d-sbLEukEeu4GJMdy1jRVA  ...                   None\n",
            "8   bL6axkukEeuovlPuYj6M4A  ...                   None\n",
            "9   Wj4AREukEeu7dNtyvmkj8Q  ...                   None\n",
            "10  V_Y44kukEeuMiV9YzBQf9A  ...                   None\n",
            "11  NxktPEukEeu6bk8W7DTQwg  ...                   None\n",
            "12  MEfGJkukEeuQBRNgy1lIIw  ...                   None\n",
            "13  GnlmiEukEeusKateqB2tLg  ...                   None\n",
            "14  -Iy8CkujEeuKFONtqvPgJg  ...                   None\n",
            "15  69JnbEujEeu69xcG_wIDug  ...                   None\n",
            "16  4zJxnEujEeu4F085c9KENw  ...                   None\n",
            "17  4MfLUEujEeukwm8Il49RYA  ...                   None\n",
            "18  3DFu8kujEeu74isEuzvmhA  ...                   None\n",
            "19  1Eej0kujEeuQo8dL2wsnTQ  ...                   None\n",
            "20  r-VdrkujEeusMhcDl3zi1g  ...                   None\n",
            "21  qDhSvkujEeudRuN_mS-2hQ  ...                   None\n",
            "22  pedqVEujEeugRIeGNIAdSQ  ...                   None\n",
            "23  o2rHWEujEeu74PuvK3JZcg  ...                   None\n",
            "24  oB_QZkujEeusBYtnrI591Q  ...                   None\n",
            "25  naM7jkujEeukwGfK9S628w  ...                   None\n",
            "26  kGttiEujEeuiivPvNI1aYw  ...                   None\n",
            "27  iRHzckujEeuftp9p8bXw0g  ...                   None\n",
            "28  dEDoGEujEeuzyGuMvpXZ6Q  ...                   None\n",
            "29  bkaeMEujEeubVue-jqN3gQ  ...                   None\n",
            "30  IeOdGEujEeu8BCfykXTutw  ...                   None\n",
            "31  3gLDlEuiEeuTnuMI5mb9wg  ...                   None\n",
            "32  1PwTfEuiEeuZcK-N7B_dGw  ...                   None\n",
            "33  zog_1EuiEeuQAx9kYYPLKw  ...                   None\n",
            "34  zG_FjEuiEeu1zA8YIuJp4A  ...                   None\n",
            "35  vX-DtEuiEeupzW-gRwNi8A  ...                   None\n",
            "36  twJdpEuiEeu4E_-AOL1AOQ  ...                   None\n",
            "37  bqgqNksUEeuVOcfyQDEAEg  ...                   None\n",
            "38  ZnxBgEsUEeuswDMNu1uqeg  ...                   None\n",
            "39  GBF5rEsUEeudtB-4FRdGsA  ...                   None\n",
            "40  CtflqksUEeuSKXdIRpvUYg  ...                   None\n",
            "41  BGpebksUEeukxF_vacp1bw  ...                   None\n",
            "42  40q8iEsTEeupgteXfv2V0w  ...                   None\n",
            "43  26wngksTEeupsgcKR0FgLQ  ...                   None\n",
            "44  1W62lksTEeuxgdcrDmelbg  ...                   None\n",
            "45  xU1KmEsTEeu1Jhv_5xvtkA  ...                   None\n",
            "46  vGjTKksTEeupgdMB6PJkUQ  ...                   None\n",
            "47  plqYhEsTEeu9dvPzxg0siw  ...                   None\n",
            "48  XdxnrksTEeu76PdhtX_rRQ  ...                   None\n",
            "49  T3LG1ksTEeuTutegYc7x5w  ...                   None\n",
            "50  Opfu0EsTEeuv4NtcdG3n9A  ...                   None\n",
            "51  NaBVcEsTEeurtNNClvxRIQ  ...                   None\n",
            "52  GhPz3ksTEeumdaOOEzg_xw  ...                   None\n",
            "53  -RyNJksSEeuQU7-Xj2eGXw  ...                   None\n",
            "54  8ExX2ksSEeuXtAfe2n00GQ  ...                   None\n",
            "55  5mpWGEsSEeuPqX9vN6ubsg  ...                   None\n",
            "56  2G1AFksSEeuXs6tBzDBSuA  ...                   None\n",
            "57  0iPZQEsSEeu1JUei2apY8Q  ...                   None\n",
            "58  y6vk1ksSEeugx8tWh3DtMw  ...                   None\n",
            "59  xSmrtksSEeuKu-9GBwiglA  ...                   None\n",
            "\n",
            "[60 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   xweXwE7jEeuIx2epcPGX_g  ...                   None\n",
            "1   vC8Bdk7jEeue_kfm4JNGng  ...                   None\n",
            "2   swjEEE7jEeu7xA8vlod5SA  ...                   None\n",
            "3   q5ZVsk7jEeunKJMD8oDWeQ  ...                   None\n",
            "4   mvrgiE7jEeuT1J-0xqfwvg  ...                   None\n",
            "5   QnwyuE7jEeuYC-e7Q9TBtw  ...                   None\n",
            "6   O3bKZE7jEeuesIsDHAQfQA  ...                   None\n",
            "7   MLncJE7jEeu4WReNGiHj2Q  ...                   None\n",
            "8   KQadKE7jEeuXahMzT7ssOg  ...                   None\n",
            "9   Jvqcvk7jEeuIxp_pSrD3dQ  ...                   None\n",
            "10  IRaC4E7jEeukhm8WFcXZ3g  ...                   None\n",
            "11  HGnT3E7jEeuIi7s7_I2A4Q  ...                   None\n",
            "12  BvEbbk7jEeulSHtYJuqKYQ  ...                   None\n",
            "13  BSlnlk7jEeumBA9ebQexUw  ...                   None\n",
            "14  _wapHk7iEeuoJv9SX7C8MQ  ...                   None\n",
            "15  -zQ7Tk7iEeunJl_yvWBsqw  ...                   None\n",
            "16  8keh7E7iEeua-etAHOsSeA  ...                   None\n",
            "17  werBgk7iEeukrzPbzhE1QQ  ...                   None\n",
            "18  uF7qbE7iEeuE_TNNGIHvig  ...                   None\n",
            "19  smuzpk7iEeu0_StH3CHqdA  ...                   None\n",
            "20  rIZp9E7iEeujVWM0dLeCMQ  ...                   None\n",
            "21  gs54ck7iEeuPM6-kGCd7aA  ...                   None\n",
            "22  f4xnHk7iEeub2YdMX0cYYw  ...                   None\n",
            "23  fLTcOE7iEeu2HjsR9S5xZg  ...                   None\n",
            "24  d6783E7iEeuiEUOs7oVPdQ  ...                   None\n",
            "25  cLQxBE7iEeub4I88MYpdJA  ...                   None\n",
            "26  YYqunE7iEeuEeKvn_FaSfA  ...                   None\n",
            "27  JFA5mE7iEeub2Btc3Smxyw  ...                   None\n",
            "28  FgecRk7iEeuvEHsKvuT9fA  ...                   None\n",
            "29  Duw11E7iEeudT2dtt0inXA  ...                   None\n",
            "30  _1w-mE7hEeuerTseUep8Jg  ...                   None\n",
            "31  7ncOKE7hEeuHxqduDze-aQ  ...                   None\n",
            "32  6TrOwk7hEeu73RvuK_6sjQ  ...                   None\n",
            "33  ucH06k7hEeuQAT8bi4c8wA  ...                   None\n",
            "34  WE5MXk7hEeumAMu32IBQsw  ...                   None\n",
            "35  UofXQE7hEeuvVqtTYe1C4Q  ...                   None\n",
            "36  Rxy0Kk7hEeunJifbed-UgQ  ...                   None\n",
            "37  PtxfNk7hEeuTzeuYDysxPg  ...                   None\n",
            "38  N5QUgE7hEeuayo8QnZAe6A  ...                   None\n",
            "39  NPGL1k7hEeuPL9PtpAoG_Q  ...                   None\n",
            "40  LhxhoE7hEeuV4OvQ3RQtSw  ...                   None\n",
            "\n",
            "[41 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   tAA6Ckr8Eeu73c-MXUl6fg  ...                   None\n",
            "1   qa5RfEr8EeuHKk8d7mMfsA  ...                   None\n",
            "2   dtnLoEr8EeukalcaHUR7Ww  ...                   None\n",
            "3   EDfxvEr6EeuMGdfdvati2w  ...                   None\n",
            "4   CPhJnEr6Eeu1ba_axa3KkQ  ...                   None\n",
            "5   Ac8UhEr6EeutCWMUSv-dIw  ...                   None\n",
            "6   9qMeykr5EeuQoc-ppRMcvQ  ...                   None\n",
            "7   1UtEoEr5Eeuu409xwqLWBA  ...                   None\n",
            "8   zgwv9kr5Eeu3x2skx6oiCg  ...                   None\n",
            "9   wX7eFEr5Eeub9G-UZfmrcA  ...                   None\n",
            "10  q9COMkr5Eeu7ncfVTLxPPw  ...                   None\n",
            "11  j1g-Ykr5EeuJsT_trqPksQ  ...                   None\n",
            "12  jXvUPEr5EeugtiOqsiecpw  ...                   None\n",
            "13  hoBTYEr5Eeu6ASMFTEcdOA  ...                   None\n",
            "14  UZQGQkr5Eeuquhu_P4lDXg  ...                   None\n",
            "15  SgLgBkr5Eeu6ixta_ojc7A  ...                   None\n",
            "16  NncR7Er5EeuerWOKnCxbBQ  ...                   None\n",
            "17  L_dB1Er5EeuTQs_dCccieQ  ...                   None\n",
            "18  Kf9xZkr5EeuoWafWhfLx5A  ...                   None\n",
            "19  CUd7qEr5Eeut9utrXreJNA  ...                   None\n",
            "20  AjhM1Er5Eeu1bZtXAYilEw  ...                   None\n",
            "21  8WKhKkr4EeuQQAPp88N1XA  ...                   None\n",
            "22  6Zw5TEr4Eeu7ewuSUo7d2Q  ...                   None\n",
            "23  0dxNJEr4EeussZ9ILQDKWg  ...                   None\n",
            "24  uMEo5kr4EeuuYOek8mY8Ww  ...                   None\n",
            "25  ntDkikr4EeuRY4tvtd-i8w  ...                   None\n",
            "26  fLhxTEr4EeuXQpeG_ieI1Q  ...                   None\n",
            "27  W9uIVkr4EeugtN9NlVZIPg  ...                   None\n",
            "28  UWk5LEr4EeuJjjuWwIGXrA  ...                   None\n",
            "29  HwDFmkr4EeuKpbvqRyRuaQ  ...                   None\n",
            "30  BjJnskr4EeuJjAff_GRqPA  ...                   None\n",
            "31  -_i1lEr3EeuXnocCrIyzFw  ...                   None\n",
            "32  wkJf2kr3EeuuiC9qvjMWMQ  ...                   None\n",
            "33  r1C_6Er3EeuRnddex8SJvA  ...                   None\n",
            "34  pCS0lEr3EeuIlCNpiIZYXw  ...                   None\n",
            "35  nqxuqEr3Eeu9aVve4qE7gg  ...                   None\n",
            "36  f4Ceqkr3EeuRYi8DUZFwJg  ...                   None\n",
            "37  aWqXLkr3EeuL1j9kiFQheg  ...                   None\n",
            "38  YDxpIEr3EeuQPqeYxeGzdA  ...                   None\n",
            "39  S_GtSkr3Eeu7YG9tbZWu-g  ...                   None\n",
            "40  RV8T-kr3EeuMEL-wbMIqgw  ...                   None\n",
            "41  OIkrcEr3EeuSE2vV5tC7mA  ...                   None\n",
            "42  LlRomkr3EeumgseeKUzrKQ  ...                   None\n",
            "43  H0zFVEr3Eeumgdt7c_sQ5A  ...                   None\n",
            "44  F8KSbkr3EeuRnAsbkJRPwA  ...                   None\n",
            "45  Cdo0ckr3Eeus_CPg5kV-mQ  ...                   None\n",
            "46  BTA1Ukr3Eeu1E_szaizoPw  ...                   None\n",
            "\n",
            "[47 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   eZNS4k7mEeup5yvsFSnNTA  ...                   None\n",
            "1   df3u5E7mEeuet8tkA_YrcA  ...                   None\n",
            "2   cxTC3k7mEeuE67feLP1AYQ  ...                   None\n",
            "3   a5eROk7mEeukjFPMCCUrSg  ...                   None\n",
            "4   Wr-thE7mEeuoKhPU0gtXBA  ...                   None\n",
            "5   VeWdPE7mEeua0ge4D0_Ltw  ...                   None\n",
            "6   ULbecE7mEeu6l4u2uxn_4A  ...                   None\n",
            "7   SNNC_E7mEeuEg3vejhUFlw  ...                   None\n",
            "8   QhOPHE7mEeujfWM3A4JHgA  ...                   None\n",
            "9   Ok754k7mEeuDdpuBUAS4-A  ...                   None\n",
            "10  KoQndk7mEeuvFYsaYnSbnQ  ...                   None\n",
            "11  Igw8UE7mEeuQBm_5Th0RHg  ...                   None\n",
            "12  Gedt4k7mEeuHzQPWPFLwQA  ...                   None\n",
            "13  -9l9Nk7lEeuEgqPUov49cA  ...                   None\n",
            "14  -BezhE7lEeuki6vdr6xXGA  ...                   None\n",
            "15  9LGDZE7lEeuNiDNX0cZOOw  ...                   None\n",
            "16  6Ofxdk7lEeugo6farfNiAw  ...                   None\n",
            "17  tFeR3E7lEeu2JDcp38vgcg  ...                   None\n",
            "18  rnIIxE7lEeuLEC8BmjDs7w  ...                   None\n",
            "19  oxWeWk7lEeu76dtXRpxqWA  ...                   None\n",
            "20  mW5u_k7lEeuLD-_NiIniNw  ...                   None\n",
            "21  d232Jk7lEeunLCdIK2zUCg  ...                   None\n",
            "22  cVm6BE7lEeuIk8PuT_bAQw  ...                   None\n",
            "23  QJ4ACk7lEeuLDtc71Mez5A  ...                   None\n",
            "24  OqBkXk7lEeuIz48vfDp9Bw  ...                   None\n",
            "25  MJ1ZqE7lEeu3qKPvbIf-jg  ...                   None\n",
            "26  AlWFek7lEeuYp4-3tvRPFg  ...                   None\n",
            "27  -eE_fk7kEeufhVcSQt9m9A  ...                   None\n",
            "28  7sEfEE7kEeu_KHsbIfl6_A  ...                   None\n",
            "29  3bDQlE7kEeufhDMQzKj9xQ  ...                   None\n",
            "30  2i-gTk7kEeulSh_rz638Nw  ...                   None\n",
            "31  1A2x9k7kEeukig-OaZdjQg  ...                   None\n",
            "32  ygC9wE7kEeu6km8COXOdJg  ...                   None\n",
            "33  xRhy2k7kEeuk9dcU03F4IA  ...                   None\n",
            "34  s2wVyE7kEeuLDKvj0FeYqQ  ...                   None\n",
            "35  rEMowk7kEeu746eTjVpTHA  ...                   None\n",
            "36  qGoZfE7kEeuCBm-gNLTmgQ  ...                   None\n",
            "37  mKd7pk7kEeuV5Oc8idB-Cg  ...                   None\n",
            "38  hvTeOk7kEeu4j1Ol3llQdA  ...                   None\n",
            "39  ehB_WE7kEeug7RMyZJ-DlA  ...                   None\n",
            "40  c9ILyk7kEeuEf4PKd6vdgA  ...                   None\n",
            "41  bO-uDE7kEeuoqYcVpMCpFw  ...                   None\n",
            "42  YlDp8k7kEeu5riuV3R3iMg  ...                   None\n",
            "43  Lyn7uE7kEeu1zZvEyb0Ecw  ...                   None\n",
            "44  ITUUFk7kEeuvFA8uLAutOQ  ...                   None\n",
            "45  G4DpPE7kEeu1yy-HRpFnbQ  ...                   None\n",
            "46  CTxJBk7kEeu1yiNGFxG4yg  ...                   None\n",
            "47  ArMLVk7kEeuErhtd7rCiRA  ...                   None\n",
            "48  -FRoWE7jEeuHyZ9_xytRiA  ...                   None\n",
            "49  8HvSxE7jEeudws_ISgN_9w  ...                   None\n",
            "\n",
            "[50 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   srU38k-uEeutDW-iYlF1aQ  ...                   None\n",
            "1   pAr-dk-uEeuxDyczoQPuQA  ...                   None\n",
            "2   j77Zzk-uEeuTxgNOhK_j3A  ...                   None\n",
            "3   gw5Qfk-uEeuQeW9RJpmttA  ...                   None\n",
            "4   ZNvo3E-uEeumISMuoeE7Iw  ...                   None\n",
            "5   UYTuUE-uEeuOMweC3Hk1Vg  ...                   None\n",
            "6   Q1YM7E-uEeu4mzf-A9KpaA  ...                   None\n",
            "7   OdEfQE-uEeu4OM-juGltrw  ...                   None\n",
            "8   MKt1UE-uEeu_gm8jV5G20g  ...                   None\n",
            "9   BROdbk-uEeucTWfmCPrz2g  ...                   None\n",
            "10  1VXFSE-tEeuTIct2wdjNKQ  ...                   None\n",
            "11  ueYuGk-tEeuA2h-YnOIjZw  ...                   None\n",
            "12  jExPZk-tEeunaKtbqn6wzg  ...                   None\n",
            "13  e8918E-tEeuykdPqg5gtxw  ...                   None\n",
            "14  dUhp7k-tEeuVyJPJ7JxQPg  ...                   None\n",
            "15  bdn0Ak-tEeu4Ns8LKqMlxg  ...                   None\n",
            "16  Zzbzek-tEeuZY-sqSi6p2A  ...                   None\n",
            "17  WIVa4k-tEeu7zOvP9GQSqA  ...                   None\n",
            "18  UsH4mk-tEeu2dJ_MXfYKWQ  ...                   None\n",
            "19  S--v-E-tEeu2cyuLRRSHaw  ...                   None\n",
            "20  Pr1UNE-tEeu0mscsQnlh8Q  ...                   None\n",
            "21  Ovjxlk-tEeuDwC_UZHR8vQ  ...                   None\n",
            "22  IaL_Pk-tEeuA2Wtvg7ZtYA  ...                   None\n",
            "23  Ec8Xqk-tEeuDv5_n4NlxDw  ...                   None\n",
            "24  CxF-vE-tEeucSyOB_8XbRg  ...                   None\n",
            "25  AEhAJE-tEeumHytEv7DJ0A  ...                   None\n",
            "26  h3VM5k-sEeuDvvfzyt_Vig  ...                   None\n",
            "27  UARqsk-sEeujSWuiG29qbg  ...                   None\n",
            "28  ITYfZE-sEeuk4NtYLNNfVA  ...                   None\n",
            "29  E6_lHk-sEeuQSuMyJwcALg  ...                   None\n",
            "30  D56gKE-sEeuwI7_zmz-Wjw  ...                   None\n",
            "31  BhlBKk-sEeu9wlfLaN0Ouw  ...                   None\n",
            "32  -8CiLE-rEeu2VKfquQufkA  ...                   None\n",
            "33  -Hphyk-rEeutBwOxtmpNVg  ...                   None\n",
            "\n",
            "[34 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   N-qSyFCQEeuOrNcP0BZZFQ  ...                   None\n",
            "1   Mb2j4FCQEeuSKROYRsiYrA  ...                   None\n",
            "2   F5p39FCQEeuzZgMbxlIYbw  ...                   None\n",
            "3   DufZMFCQEeuJoas-VOPS7A  ...                   None\n",
            "4   7NQxrlCPEeuRlmtmb6zvSQ  ...                   None\n",
            "5   5-x7ulCPEeuRlfO-haEu4Q  ...                   None\n",
            "6   3AIJoFCPEeuR1vewnnPlUw  ...                   None\n",
            "7   sDZMllCPEeubO2MI7_UJVg  ...                   None\n",
            "8   lvcYMlCPEeuRd0sorfW3xA  ...                   None\n",
            "9   jM0XRFCPEeuerTM2mCAZ9A  ...                   None\n",
            "10  fmaHCFCPEeuElzM3zIxh3Q  ...                   None\n",
            "11  CVO15FCPEeudPAeZf-ObBw  ...                   None\n",
            "12  8RbuxFCOEeuRkW-RXnGA7Q  ...                   None\n",
            "13  3r5HSlCOEeuUw4v7lmt2pQ  ...                   None\n",
            "14  0oDHPFCOEeugsr816M6_RA  ...                   None\n",
            "15  wCFbsFCOEeua3gdih94Mbg  ...                   None\n",
            "16  nDBzCFCOEeupFRd_hZqLXA  ...                   None\n",
            "17  lsGeYFCOEeuxL5sfIgZ7Kg  ...                   None\n",
            "18  iqDLulCOEeuwwyMg4dQBUQ  ...                   None\n",
            "19  gsra8lCOEeubQIfGkEsXoQ  ...                   None\n",
            "20  fcFIKlCOEeu4AvsWS3zyPw  ...                   None\n",
            "21  di41blCOEeu2aI_NuHFyfw  ...                   None\n",
            "22  WMyfflCOEeuEunfL9t485A  ...                   None\n",
            "23  QyZzKlCOEeuwwp_-0MJfmw  ...                   None\n",
            "24  QIeh1FCOEeuEPTfbyibpHg  ...                   None\n",
            "25  OuiNTFCOEeu6BIN0-3vvXA  ...                   None\n",
            "26  K8gBRFCOEeuCjW-FqTERtQ  ...                   None\n",
            "27  HryrilCOEeus_p-U0xkqwQ  ...                   None\n",
            "28  HHeL9lCOEeugDQ-T6WAyRg  ...                   None\n",
            "29  BpWuMFCOEeuZ4Uco743Onw  ...                   None\n",
            "30  0Kr9ylCNEeuSXUNnBDR9NA  ...                   None\n",
            "31  vQohalCNEeu2ZmcQRpTqZA  ...                   None\n",
            "32  tLu6tFCNEeu_cT-xF_jqMA  ...                   None\n",
            "33  p9fdblCNEeuxKlO73hxW4A  ...                   None\n",
            "34  o_z0DlCNEeubOMcnnt8Xwg  ...                   None\n",
            "35  nj14GFCNEeuxKfs9XkjmlQ  ...                   None\n",
            "36  bhgyXlCNEeumjk837uxU7g  ...                   None\n",
            "37  a8E3CFCNEeuOoy-XCN_2ww  ...                   None\n",
            "38  W2DljlCNEeupEoMMhYXVeA  ...                   None\n",
            "39  UF5bWFCNEeuRjGPFIk23-w  ...                   None\n",
            "40  SzfESFCNEeuMTQPGSOV1EQ  ...                   None\n",
            "41  G0w-XE_VEeulQjuRebYHtA  ...                   None\n",
            "42  9efrDE_UEeu0-3cnz4kk0w  ...                   None\n",
            "43  65Fhfk_UEeulQFMksNip9w  ...                   None\n",
            "44  3UZUxk_UEeuDb1cFCd41GQ  ...                   None\n",
            "45  1TkKEk_UEeuv5ifJTrUiQQ  ...                   None\n",
            "46  z4cInk_UEeu_Ibf7lsXe6A  ...                   None\n",
            "\n",
            "[47 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   TFypTlD0Eeuxtlfh82igvg  ...                   None\n",
            "1   QLwZRFD0EeuDRlck5N6hzw  ...                   None\n",
            "2   O2oz_lD0EeuVrm9VAF0G0Q  ...                   None\n",
            "3   DzZFXFD0Eeu5PAdRmAxpVQ  ...                   None\n",
            "4   Cji6ElD0EeuDRacl9aujMg  ...                   None\n",
            "5   9uzNmlDzEeu-ZdNW2DZKNg  ...                   None\n",
            "6   4RwY1lDzEeuVrQvJdQY6rA  ...                   None\n",
            "7   1gYvhlDzEeu67S9xtwe64Q  ...                   None\n",
            "8   yrqwolDzEeuNO3Nz8Kt6Pg  ...                   None\n",
            "9   wHQ-OFDzEeuetHP8d3eKRg  ...                   None\n",
            "10  tobG_FDzEeuhZ6NZ06IqpQ  ...                   None\n",
            "11  qRDdeFDzEeuyEWtpWoL2IA  ...                   None\n",
            "12  otzMglDzEeu6DxOEngX-mw  ...                   None\n",
            "13  kX8VCFDzEeuYPT9flQtDaw  ...                   None\n",
            "14  gC6rzlDzEeut9p8dKK2oXw  ...                   None\n",
            "15  ec0cNFDzEeup6Y_Q3lizzA  ...                   None\n",
            "16  ctlpFFDzEeuTDiNbsm8How  ...                   None\n",
            "17  YgrgNlDzEeugrc8xRkB5EQ  ...                   None\n",
            "18  YK5a2FDzEeu7KruvX8OUhA  ...                   None\n",
            "19  WmCP_FDzEeuE49N2lmKdUQ  ...                   None\n",
            "20  UbzlilDzEeuETduFABg6aw  ...                   None\n",
            "21  TV8NJFDzEeu1E2v2St8Rig  ...                   None\n",
            "22  R30qbFDzEeuxs7MFcp5kBg  ...                   None\n",
            "23  O3VC_lDzEeuaTkOYhLJCVg  ...                   None\n",
            "24  JHSFalDzEeup63tT1mtJ-w  ...                   None\n",
            "25  HJ5O8lDzEeut9SON33BseA  ...                   None\n",
            "26  E-WjClDzEeu5ObO0ZXpMPQ  ...                   None\n",
            "27  EO-6blDzEeu_7P-yy_86BA  ...                   None\n",
            "28  zhb-PFDyEeuajfffHB4VzA  ...                   None\n",
            "29  xO2YhFDyEeugrIOheW-wNQ  ...                   None\n",
            "30  vK5HLFDyEeuyortyuYjniA  ...                   None\n",
            "31  swYcQFDyEeuWvAs7P-fsMQ  ...                   None\n",
            "32  rga0elDyEeuTWKMPkQB5FQ  ...                   None\n",
            "33  qFPWZlDyEeu3NzeBFKayag  ...                   None\n",
            "34  dy29fFDyEeuSiLMvcVX-Rw  ...                   None\n",
            "35  cgc4PFDyEeu-X2cDGSPJUA  ...                   None\n",
            "36  X0L7UFDyEeuTV0c0SpnNSg  ...                   None\n",
            "37  TrhavlDyEeuFfJuwinV59w  ...                   None\n",
            "38  LztXBFDyEeu_6Cd9mMXtfg  ...                   None\n",
            "39  A5AZblDyEeubsJvTomZFSA  ...                   None\n",
            "40  -pnMQlDxEeuWutt6Ndtz2w  ...                   None\n",
            "41  74QI_lDxEeuVqef-Gu1wsA  ...                   None\n",
            "42  6hZi6lDxEeuNiB_4MhGLEA  ...                   None\n",
            "43  3Su7IFDxEeuzOdO2drvj7Q  ...                   None\n",
            "44  zNdzVFDxEeuesDfK9xZeDg  ...                   None\n",
            "45  yQDtblDxEeuMlXdEalbdNQ  ...                   None\n",
            "46  uXL2lFDxEeuajCeMFCSJWA  ...                   None\n",
            "47  s3LT1lDxEeuMlNN3SlzFcA  ...                   None\n",
            "48  maZJklDxEeul0juL3UmfKg  ...                   None\n",
            "49  ltfdSFDxEeuE4BvAzqevqA  ...                   None\n",
            "50  lOeQ5lDxEeucHgdL7wxrKw  ...                   None\n",
            "51  hyX3mlDxEeuWuVvhNOtFmA  ...                   None\n",
            "\n",
            "[52 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   3PxGkkxpEeuV5css98gh7A  ...                   None\n",
            "1   0nwr7ExpEeu8G0OcjDbqwg  ...                   None\n",
            "2   zm-YGExpEeuYXdtpLUpYpg  ...                   None\n",
            "3   v__G6kxpEeueo8_0-CO4aQ  ...                   None\n",
            "4   tFVCSExpEeuMrw_YLyXqhA  ...                   None\n",
            "5   qRv35kxpEeuVMB9pjMrK4A  ...                   None\n",
            "6   o3-5bExpEeutx_8L0EnHWw  ...                   None\n",
            "7   a3OujkxpEeupMJOUscvfjw  ...                   None\n",
            "8   YzJ72ExpEeu35bORXUtMnA  ...                   None\n",
            "9   WYxggExpEeuskKfP7ZnHrQ  ...                   None\n",
            "10  Sqa-HExpEeuQABtxmmMq8A  ...                   None\n",
            "11  PVOz5kxpEeutYj-_0zSQvg  ...                   None\n",
            "12  NQ_RdExpEeuKgy-WS4p-_g  ...                   None\n",
            "13  Lf_5DkxpEeuH7Qcn7YlLPQ  ...                   None\n",
            "14  LMAUrExpEeugJyuNhWRBoA  ...                   None\n",
            "15  BoWMIkxpEeuqLFPig9zh-w  ...                   None\n",
            "16  6S0ZTExoEeuqzncSNvAohw  ...                   None\n",
            "17  y6txykxoEeulNsPdOxwlNw  ...                   None\n",
            "18  Y5QQdExoEeuy15dsvTME7w  ...                   None\n",
            "19  Qor7zExoEeuH7Fv7GzE5Cg  ...                   None\n",
            "20  GXGQ3kxoEeu4oFcPkk2cTw  ...                   None\n",
            "21  EaEU2ExoEeunLYNegQo4gw  ...                   None\n",
            "22  A5rJpkxoEeu4fcfFcV9XDQ  ...                   None\n",
            "23  38vk7ExnEeuR3Segquuf3w  ...                   None\n",
            "24  1548hExnEeuYWiPb4WFQSg  ...                   None\n",
            "25  zxIuQExnEeu744tVbozjOQ  ...                   None\n",
            "26  yV7coExnEeu8beezveLGtw  ...                   None\n",
            "27  xOQd3kxnEeuKXes_TBKZpQ  ...                   None\n",
            "28  qnHVaExnEeuldRNrcZJNqQ  ...                   None\n",
            "29  l0IaXExnEeu-ra-E8irj5Q  ...                   None\n",
            "30  i4faEkxnEeuZ1weuD2_dsA  ...                   None\n",
            "31  hulBRExnEeugIzsBBZnpzg  ...                   None\n",
            "32  foJo-kxnEeuZ1l9HB0__ow  ...                   None\n",
            "33  e-aXJExnEeuYWU9xgPb33w  ...                   None\n",
            "34  eW3m0kxnEeuSHV9fQ2J7gw  ...                   None\n",
            "35  cvJRvExnEeuJgpdwCefGXg  ...                   None\n",
            "36  ZomwCkxnEeuSVnPZRdOVQQ  ...                   None\n",
            "37  WDVrFkxnEeusne8up8gCog  ...                   None\n",
            "38  VEHvcExnEeuYWF_iCwTGvw  ...                   None\n",
            "39  TGfHcExnEeutXotdmCj_PA  ...                   None\n",
            "40  SMkuBkxnEeuM7T_I7gxtpA  ...                   None\n",
            "41  PgOEbExnEeupLFPdEW0FWQ  ...                   None\n",
            "42  O_oHaExnEeuKfM83BHf5Mw  ...                   None\n",
            "43  ND4E3kxnEeu8ptfzh_Y-1g  ...                   None\n",
            "44  HXuSAkxnEeufYet-esBDDA  ...                   None\n",
            "45  FQZs-kxnEeu2Q8thZfPebw  ...                   None\n",
            "46  A26NVkxnEeu8VG_L50PcWg  ...                   None\n",
            "47  _2h7kExmEeuM6kuR-E1-eQ  ...                   None\n",
            "\n",
            "[48 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   KJbQ4FIZEeuYowdQckyuRg  ...                   None\n",
            "1   JBalXlIZEeu3moOZm3HL4A  ...                   None\n",
            "2   GL036lIZEeu7DGsJ8dkDPw  ...                   None\n",
            "3   D6uwHlIZEeu_aks-ft-cxA  ...                   None\n",
            "4   BOVAHlIZEeuOoJfKm0FNmw  ...                   None\n",
            "..                     ...  ...                    ...\n",
            "58  GNWV4lIUEeu27ctfxJ8M5g  ...                   None\n",
            "59  Ct8aYlIUEeupQEOtUfJHlw  ...                   None\n",
            "60  9pSBoFITEeup5Lus84qxlg  ...                   None\n",
            "61  6xUSwlITEeu3krcU3kgFPQ  ...                   None\n",
            "62  4XyH6lITEeuGIP_kezHvzw  ...                   None\n",
            "\n",
            "[63 rows x 20 columns]\n",
            "offset: 0\n",
            "                         id  ... user_info.display_name\n",
            "0    dxixcKeNEeqUG9e_yRA81w  ...                   None\n",
            "1    P1wK2FQxEeu0bbsrhmPhLw  ...                   None\n",
            "2    N9zozFQxEeufG9v7COFldQ  ...                   None\n",
            "3    K5KFwlQxEeu0bKtlgCYMUQ  ...                   None\n",
            "4    Fw_sylQxEeuX3Y8CI1sH7g  ...                   None\n",
            "..                      ...  ...                    ...\n",
            "104  Fi2mhlM2EeurZu-dqo600Q  ...                   None\n",
            "105  A1jQYlM2Eeu7w4cK93srHw  ...                   None\n",
            "106  -JdJJFM1EeuXkpc32ktBJw  ...                   None\n",
            "107  6gx93lM1Eeu0x38BWArtyw  ...                   None\n",
            "108  imo1sFM1EeuWWgO6tO1w6w  ...                   None\n",
            "\n",
            "[109 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ...                references\n",
            "0   PkkAOlklEeu3KGPIZTNgUg  ...                       NaN\n",
            "1   NqoIzlklEeueZH9awfmV5A  ...                       NaN\n",
            "2   Jybp-FklEeuUd2cwkVeuFw  ...                       NaN\n",
            "3   _JTs2lkkEeueYv-t4JpfPw  ...                       NaN\n",
            "4   8jPYglkkEeuf1dcKvQeZKQ  ...                       NaN\n",
            "5   7JQpGFkkEeuzfJNFB206Zw  ...                       NaN\n",
            "6   5kG6nlkkEeu-vut0uIlcJQ  ...                       NaN\n",
            "7   _9pnvFkVEeu3A-PeAIaMEA  ...                       NaN\n",
            "8   77ht_FkVEeudxouffI8Qeg  ...                       NaN\n",
            "9   3TILolkVEeueO_tvHK8u7A  ...                       NaN\n",
            "10  17VmalkVEeuqjCMOMmVQWg  ...                       NaN\n",
            "11  kbTdilkVEeupEwvhhHw82g  ...                       NaN\n",
            "12  VSONdlkVEeutJGsOMDmcpg  ...                       NaN\n",
            "13  TTC9qlkVEeu2B4d8wnVs0Q  ...                       NaN\n",
            "14  Pkl4LFkVEeug6K_mPyVcbA  ...                       NaN\n",
            "15  N7HP-lkVEeuUNj8YlHbDGg  ...                       NaN\n",
            "16  CXrR4FkVEeuv6B-37jrdbg  ...                       NaN\n",
            "17  1N-F8lkUEeu4jzctGpg2Ew  ...                       NaN\n",
            "18  XKLGWFkUEeupVJuB1Qr8lw  ...                       NaN\n",
            "19  VPkRblkUEeuh84evlwZpEA  ...                       NaN\n",
            "20  TlEQeFkUEeu0s9efk9-CNQ  ...                       NaN\n",
            "21  QKedUlkUEeu-ocOTwGjQEw  ...                       NaN\n",
            "22  IIk04FkUEeunplfoVKUZ0w  ...  [Dou6sFkUEeuUMvfb-7BcDA]\n",
            "23  Dou6sFkUEeuUMvfb-7BcDA  ...                       NaN\n",
            "24  -967BlkTEeuftAc6IJOZ5w  ...                       NaN\n",
            "25  -S9J3lkTEeudwuvPOWJmXw  ...                       NaN\n",
            "26  8qCBeFkTEeuUACuiWTmFxA  ...                       NaN\n",
            "27  48XlElkTEeuvyRtEB-8x-g  ...                       NaN\n",
            "28  3B4qVFkTEeuqhwelpO76NQ  ...                       NaN\n",
            "29  vcqvZFkTEeua-veFQrj4Hg  ...                       NaN\n",
            "30  t7Q3YlkTEeug46NoGOiiPw  ...                       NaN\n",
            "31  r3j8QFkTEeuzAec3T7MJag  ...                       NaN\n",
            "32  qxI8DFkTEeuh1w-F1zSm9A  ...                       NaN\n",
            "33  jwKk_FkTEeuhJIckNqohPg  ...                       NaN\n",
            "34  hXVruFkTEeuULiMPxWzoVQ  ...                       NaN\n",
            "35  V-G5NlkTEeuqnX-xwES4iQ  ...                       NaN\n",
            "36  QZx-aFkTEeuMqgvkW3Lzrw  ...                       NaN\n",
            "37  PiSfXlkTEeujpWcXfPYvRg  ...                       NaN\n",
            "38  OdFeiFkTEeus-vNEEcS9ag  ...                       NaN\n",
            "39  JO0XqlkTEeukTwsqg0vv-Q  ...                       NaN\n",
            "40  C014CFkTEeuULce-vJ6b8Q  ...                       NaN\n",
            "41  ms6nxqdxEeqUV4vWsqI9OQ  ...                       NaN\n",
            "\n",
            "[42 rows x 21 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   GtAfbFaHEeudecP2qVcEZg  ...                   None\n",
            "1   7NoPZFaGEeuIYyOHyyOmbg  ...                   None\n",
            "2   4906ilaGEeuWuau_TZtCyQ  ...                   None\n",
            "3   2RA_YlaGEeuhTvfjNloJ1Q  ...                   None\n",
            "4   zehX0laGEeuWuNtoumarlg  ...                   None\n",
            "5   wxBZ_laGEeuclOeufaEO9A  ...                   None\n",
            "6   twmOMlaGEeuivnMqlm6gTA  ...                   None\n",
            "7   nMiINFaGEeubU1dUvrzZNg  ...                   None\n",
            "8   lMTpSFaGEeuOb88b2hMWAw  ...                   None\n",
            "9   be2pkFaGEeugzaOxdozimA  ...                   None\n",
            "10  Yzu4cFaGEeusGNv8NxwxoQ  ...                   None\n",
            "11  USmoNlaGEeurmAOGiseG8w  ...                   None\n",
            "12  TCtoVlaGEeu0RduFb0odKg  ...                   None\n",
            "13  E-qr5laGEeutRBuQVFSwXA  ...                   None\n",
            "14  Dz3xjlaGEeuOd-edezphNA  ...                   None\n",
            "15  -rylmFaFEeuaF_M-hjLVZA  ...                   None\n",
            "16  8aNMllaFEeu-T9uXtBCHHw  ...                   None\n",
            "17  5MSVwFaFEeuhS1sXTnB4Tw  ...                   None\n",
            "18  1MFHBFaFEeui6Ad2R7TNZQ  ...                   None\n",
            "19  zwM0WFaFEeuZ_L8LZUrvHQ  ...                   None\n",
            "20  xvoKAlaFEeuN4J8LTtl8jg  ...                   None\n",
            "21  vhfMRFaFEeuZ-7OYCnyxSQ  ...                   None\n",
            "22  gEs4flaFEeutQ1fp5k-r8w  ...                   None\n",
            "23  bwDWMlaFEeutQuuQSS1GtA  ...                   None\n",
            "24  ak3JiFaFEeuSEYvxfvPDcA  ...                   None\n",
            "25  SDLo2FaFEeuik8PmqjV6Eg  ...                   None\n",
            "26  OJaESFaFEeuPo4edDsgq3w  ...                   None\n",
            "27  MN9_PlaFEeuPomdO2MDsDQ  ...                   None\n",
            "28  J0Z7JlaFEeuIWDu2hloPcw  ...                   None\n",
            "29  GOJ09FaFEeuObZNY5viNfw  ...                   None\n",
            "30  EFY3YlaFEeuXaOvUMB1FYA  ...                   None\n",
            "31  BxdpRlaFEeupHwMy0aoIIQ  ...                   None\n",
            "32  -_I-iFaEEeuX9Eu-U56m0g  ...                   None\n",
            "33  7yRJHFaEEeuoyNdx1zCqww  ...                   None\n",
            "34  5mYVOlaEEeu4o_cMmUVkGg  ...                   None\n",
            "35  3RHJ6FaEEeux129XBDYW4Q  ...                   None\n",
            "36  wxwnIlaEEeudkm-2SGKrkg  ...                   None\n",
            "37  od8bPFaEEeuOawfqC31x2g  ...                   None\n",
            "38  ngO7ElaEEeug56ervWrIhA  ...                   None\n",
            "39  js6LXlaEEeuJeM9d0sMG8Q  ...                   None\n",
            "40  i9qkRlaEEeuaEId6gZLReg  ...                   None\n",
            "41  feA7slaEEeucjUs4MraPKg  ...                   None\n",
            "42  eFyQllaEEeuyMq8HbKyECQ  ...                   None\n",
            "43  WPKESlaEEeuPn7-zyVQpQg  ...                   None\n",
            "44  VapcpFaEEeuQI8vOHsirXQ  ...                   None\n",
            "\n",
            "[45 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   ba0lxleREeu8ihul-FVQ5A  ...                   None\n",
            "1   UEqyFFeREeu2jwMyAjVb_Q  ...                   None\n",
            "2   SXoOnleREeuVIwvrXKpkWQ  ...                   None\n",
            "3   Phxr8FeREeu2jssWmcaHoQ  ...                   None\n",
            "4   N1S_wFeREeu0GVcgtTQ1Mg  ...                   None\n",
            "5   JjaTvFeREeuXZHuuKPomMA  ...                   None\n",
            "6   HFav-FeREeuR0tvvy2ajKA  ...                   None\n",
            "7   Fe6T9leREeu_djPmngL3SA  ...                   None\n",
            "8   9Yn_VleQEeu0d8eW77Kfkg  ...                   None\n",
            "9   5DO4KFeQEeuSLBfSO6mXjQ  ...                   None\n",
            "10  khH0TFeQEeuQw4_s-iIIvQ  ...                   None\n",
            "11  cLJgDFeQEeuiN_sjDXnGnA  ...                   None\n",
            "12  N0Lj-leQEeuf0WvgOaOg4Q  ...                   None\n",
            "13  8AM5DlePEeucPpt_UyH9hw  ...                   None\n",
            "14  5gDO5FePEeuqHE-QaJautQ  ...                   None\n",
            "15  tU5UYFePEeuf0JvZM9HxsA  ...                   None\n",
            "16  pwH2HlePEeujSkv3nBXMzg  ...                   None\n",
            "17  hq_mKFePEeu-vjslxpGnCg  ...                   None\n",
            "18  fYMDPFePEeu2tNfoOy9f7Q  ...                   None\n",
            "19  cqe74lePEeuTg7c0jkF6KA  ...                   None\n",
            "20  G6YdjlePEeulbqOpTSPKow  ...                   None\n",
            "21  E_Y2blePEeu2aROpKspjQg  ...                   None\n",
            "22  CH13ylePEeunWC96POqbaw  ...                   None\n",
            "23  A83KQFePEeuv6y8pQlK5XA  ...                   None\n",
            "24  _NaihFeOEeu1x1MAWCKFww  ...                   None\n",
            "25  8wmTEFeOEeuQBTNdQ8X18A  ...                   None\n",
            "26  6ISTkFeOEeupFRdC5WN80w  ...                   None\n",
            "27  2WfacFeOEeue9zukwgPBHA  ...                   None\n",
            "28  w_haFleOEeuSKpvXfXPeDQ  ...                   None\n",
            "29  jlgmZleOEeucOtPCvppsFg  ...                   None\n",
            "30  iOsd5leOEeuhmyuMILkLqw  ...                   None\n",
            "31  Y8SFrFeOEeu1kdd5KIaFeQ  ...                   None\n",
            "32  XJSyeleOEeuje38yg8UiCA  ...                   None\n",
            "33  UudfhFeOEeuaMBNU1sHpzA  ...                   None\n",
            "34  RX2NHleOEeuQNiNy3XSRRA  ...                   None\n",
            "35  Mk9BOFeOEeu_9YMduzEjVw  ...                   None\n",
            "36  K7zlRleOEeulGX-AgNgUKw  ...                   None\n",
            "37  HrvPGleOEeufA1dbokwCGA  ...                   None\n",
            "38  Ffpn2FeOEeuL0LO65zgxbw  ...                   None\n",
            "39  DXrRiFeOEeu0cDOUxrZ0lQ  ...                   None\n",
            "40  Bxe3_FeOEeuSXSO-pZvMZg  ...                   None\n",
            "41  -Zrj4leNEeu2aNMdc-0Wag  ...                   None\n",
            "42  8NpgXFeNEeu08TfAUe1mkg  ...                   None\n",
            "43  17dA6leNEeue9fNwfBMWqA  ...                   None\n",
            "44  zzOZAFeNEeuTEwtoH_rfJQ  ...                   None\n",
            "45  xw4qOFeNEeuSJnNwvQDn_g  ...                   None\n",
            "46  oieZ1FeNEeuZzdM-KXEwiQ  ...                   None\n",
            "47  lbokUFeNEeu2sKv6UeVopw  ...                   None\n",
            "48  jvTZHFeNEeusQ-cpWhnrwQ  ...                   None\n",
            "49  h6uoeleNEeunVfcRHbBxkQ  ...                   None\n",
            "50  d2X1dFeNEeuflgvhDuRcIw  ...                   None\n",
            "51  aOXhnleNEeuhmKOhN5px8g  ...                   None\n",
            "52  ZG1cqleNEeuaOW_gpDVOcA  ...                   None\n",
            "53  WonGGleNEeunVG_fx9VqnQ  ...                   None\n",
            "54  Ra7YSFeNEeuv6WeyoPYWMg  ...                   None\n",
            "\n",
            "[55 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   dj5YSltgEeuXIr_qkxGByQ  ...                   None\n",
            "1   ZxuoSltgEeunTnONYxTTUA  ...                   None\n",
            "2   YJvLHFtgEeuHsQOa2N21vA  ...                   None\n",
            "3   _dq9HFtfEeua4M_iOOhFJw  ...                   None\n",
            "4   4DMm5ltfEeugTge5SoKxKA  ...                   None\n",
            "5   18Qu9ltfEeuDhuecygGQ6A  ...                   None\n",
            "6   uZP1dFtfEeukwSv3z3XDYw  ...                   None\n",
            "7   ssxR0ltfEeukwAsIdFOwkQ  ...                   None\n",
            "8   XmdZoltfEeuwP4ehwqVxsA  ...                   None\n",
            "9   VBqUvltfEeu_FrPxtXQdxQ  ...                   None\n",
            "10  P09l3FtfEeuUVbsfAvFwPw  ...                   None\n",
            "11  L0iJwFtfEeu8Bf_zNjFlWw  ...                   None\n",
            "12  GQcwlFtfEeutm09bJPsPdw  ...                   None\n",
            "13  EgofXltfEeuwQSPvHCnNEQ  ...                   None\n",
            "14  CEd_hFtfEeuIBg_A_7YP0A  ...                   None\n",
            "15  9o609lteEeubLz_9Zg6a-w  ...                   None\n",
            "16  3NGnHFteEeuJNy9UCK3JNA  ...                   None\n",
            "17  j-AYqFteEeuzW5t2b1b1FA  ...                   None\n",
            "18  RzhtOlteEeuHqtuS_1uEzw  ...                   None\n",
            "19  BnAT1FteEeufr2tjfXW1tg  ...                   None\n",
            "20  A8zPtFteEeuzWCdaPOEDMA  ...                   None\n",
            "21  4TIa9FtdEeuDfOv_v1fhzw  ...                   None\n",
            "22  pYra4FtdEeuPH-tKbwFNDg  ...                   None\n",
            "23  n0iM_ltdEeu61YshSG8tgA  ...                   None\n",
            "24  g62J6ltdEeudYz9ejtCDZw  ...                   None\n",
            "25  eukaBFtdEeutHDuPj5IGIA  ...                   None\n",
            "26  bc8mdFtdEeua1Ie2SN0aiQ  ...                   None\n",
            "27  ZmR6JFtdEeu61DtqTTsshw  ...                   None\n",
            "28  URgx7FtdEeutBfs1Fie_aQ  ...                   None\n",
            "29  RZG8nltdEeuknYuTCrc80Q  ...                   None\n",
            "30  I3qnBltdEeu5V1su0mDjDQ  ...                   None\n",
            "\n",
            "[31 rows x 20 columns]\n",
            "offset: 0\n",
            "Empty DataFrame\n",
            "Columns: []\n",
            "Index: []\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   z77VdqgDEeuRMBP50gIPkw  ...                   None\n",
            "1   zydiIqgDEeuRL8P9YVOZUQ  ...                   None\n",
            "2   JxftKqTgEeuhrYv2nThphQ  ...                   None\n",
            "3   Jn7_IKTgEeuRPPPPiN_TNA  ...                   None\n",
            "4   JeOJvqTgEeuOWTv63oDRnA  ...                   None\n",
            "..                     ...  ...                    ...\n",
            "69  l5t8ElaHEeuSxnd98_J9GQ  ...                   None\n",
            "70  i9c3fFaHEeuuhdNPmzyCdQ  ...                   None\n",
            "71  Zo_m0FaHEeuP-09UqVqTRA  ...                   None\n",
            "72  XbXbPFaHEeuo0vOWzlogTw  ...                   None\n",
            "73  WscwBlaHEeu6QSeWZWhPlg  ...                   None\n",
            "\n",
            "[74 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   NQBU-Fq9EeuIbVv3jivpiQ  ...                   None\n",
            "1   Kx6tGFq9Eeu1f2tpbUvYKg  ...                   None\n",
            "2   DaQtbFq9Eeu1A4OVAANSCg  ...                   None\n",
            "3   CWd1EFq9EeuQb2O8uQSOfQ  ...                   None\n",
            "4   BSQ3BFq9EeuqS_vdoFV4mg  ...                   None\n",
            "5   _jQdOFq8EeuqwnMla2SHhg  ...                   None\n",
            "6   9aqtTlq8EeuyBgOOAtyszA  ...                   None\n",
            "7   7gnWtFq8EeuK59dP5ZiTrw  ...                   None\n",
            "8   5lXy1lq8EeuyBVtm0BjHTw  ...                   None\n",
            "9   4K1mylq8EeuZWw_o9bmtoQ  ...                   None\n",
            "10  2xc1zlq8EeuO7Xezbshr6A  ...                   None\n",
            "11  y5VQQFq8Eeu8cT9I8s1BSQ  ...                   None\n",
            "12  sIUpulq8EeuyBAcsccn8pg  ...                   None\n",
            "13  pgJ_TFq8EeuOeQ-edUTh-A  ...                   None\n",
            "14  nkN6hlq8EeuNTeOUxmgVcg  ...                   None\n",
            "15  lTK7KFq8EeuTXWs4Su1Lcw  ...                   None\n",
            "16  jjmJAFq8EeuFB5dB3pDTXg  ...                   None\n",
            "17  hup_alq8EeuSomfLh4o0zw  ...                   None\n",
            "18  gSpZ2Fq8EeuRFVMerjU9KQ  ...                   None\n",
            "19  d1zk1Fq8EeuQT2uDHlJdPA  ...                   None\n",
            "20  cNDfdlq8Eeue4oMRSVOxkQ  ...                   None\n",
            "21  acp18lq8EeuWyjM5TDzuMw  ...                   None\n",
            "22  TnNPSlq8EeuQTq-bGL24pQ  ...                   None\n",
            "23  RzPVQlq8EeuSC2fMPJ-Ang  ...                   None\n",
            "24  JazU3Fq8Eeutv9_SeYzQLQ  ...                   None\n",
            "25  G7Fpolq8EeuelrslxYzsTw  ...                   None\n",
            "26  D94Xalq8Eeu1ezthlQT0bg  ...                   None\n",
            "27  BmpKPFq8EeuWJbeBs3JkNw  ...                   None\n",
            "28  _yNwllq7Eeurx3fClsytVA  ...                   None\n",
            "29  9_Ixhlq7Eeui1D8fzsACJQ  ...                   None\n",
            "30  8eNm8lq7EeuWyO9_Za92kA  ...                   None\n",
            "\n",
            "[31 rows x 20 columns]\n",
            "offset: 0\n",
            "Empty DataFrame\n",
            "Columns: []\n",
            "Index: []\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   8K0uHk1nEeu2pr_qMn2qtg  ...                   None\n",
            "1   3cXChE1nEeuKJTNVZ66W7A  ...                   None\n",
            "2   2ew-VE1nEeuzjDPXe6bFbA  ...                   None\n",
            "3   zrBYSk1nEeuLJ6ONkx_o9w  ...                   None\n",
            "4   w182qk1nEeutQ7M0JNF3jg  ...                   None\n",
            "..                     ...  ...                    ...\n",
            "65  gQRvNk1jEeusMwtJQ7QyWA  ...                   None\n",
            "66  eSe8oE1jEeu_a5v0a7Grbg  ...                   None\n",
            "67  cwk3aE1jEeuS-BPjNEwJ6g  ...                   None\n",
            "68  b9x1oE1jEeutiVPtdZ554w  ...                   None\n",
            "69  aQjTNk1jEeu9QlvyNh_LMQ  ...                   None\n",
            "\n",
            "[70 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   yWGsLHrpEeuJmh8qT4b2BA  ...                   None\n",
            "1   M-kgpFYIEeu7gs_sR8aN0w  ...                   None\n",
            "2   KGpa_lYIEeufygs-XAFVBg  ...                   None\n",
            "3   JMEWrlYIEeurBt83drwsTw  ...                   None\n",
            "4   GcrdolYIEeuM4ntVaCDIrA  ...                   None\n",
            "5   Lh6vFFWyEeuyJGNQ43zB6Q  ...                   None\n",
            "6   JHYzdFWyEeus3gv9GIDq-Q  ...                   None\n",
            "7   IXYG_lWyEeuOCVfIBFtXbg  ...                   None\n",
            "8   G9Ns0lWyEeuaMFsYytdRVA  ...                   None\n",
            "9   CzMJeFWyEeu92f8kV1D6_w  ...                   None\n",
            "10  7DRMslWxEeuoFBO8sK0H0g  ...                   None\n",
            "11  q9OIXlWxEeugh9PMvh4u5Q  ...                   None\n",
            "12  mmZ0ZFWxEeubc8uNmc8wPA  ...                   None\n",
            "13  lMm4LFWxEeukesNkmIOFYw  ...                   None\n",
            "14  gG_j7FWxEeukKgc-uEd7aQ  ...                   None\n",
            "15  d2pn6lWxEeuxGWeTohLF7w  ...                   None\n",
            "16  brTJLlWxEeudLc_opKyJ3Q  ...                   None\n",
            "17  YdsedFWxEeuS2Iv-HcWVBw  ...                   None\n",
            "18  WisMrFWxEeu2RIN0WqNYyA  ...                   None\n",
            "19  RfNFalWxEeuQbiPhWwJ5Hw  ...                   None\n",
            "20  PMBKalWxEeuoypOgi8BV0Q  ...                   None\n",
            "21  NDm5-FWxEeuQbS8sDDCF0A  ...                   None\n",
            "22  LMLCblWxEeuwIJ-oZdwGWg  ...                   None\n",
            "23  INqxRlWxEeu38qubMLLxkA  ...                   None\n",
            "24  FjszUFWxEeuO-osDXMfbBg  ...                   None\n",
            "25  DGrsJlWxEeupV_vzIT8QCg  ...                   None\n",
            "26  BV1whFWxEeuoyM-4HImDvw  ...                   None\n",
            "27  QLNX7lWwEeupvbuh-wUGzA  ...                   None\n",
            "28  4zBSjlWvEeuaKtOGQSvEVg  ...                   None\n",
            "29  ueIDjFWvEeuo-c_eSUw_zw  ...                   None\n",
            "30  pyB1WFWvEeuS1EMbO8CqvQ  ...                   None\n",
            "31  kiGM5lWvEeu8Vmt4ZGbOSQ  ...                   None\n",
            "32  hx4J8FWvEeu37quDSqPn7A  ...                   None\n",
            "33  dUu6OFWvEeuikR8x0p63nA  ...                   None\n",
            "34  afThUFWvEeu6SXcOIne9lQ  ...                   None\n",
            "35  Ucu4EFWvEeu37YsVRL4h3Q  ...                   None\n",
            "36  RousElWvEeugw9OlB18I0Q  ...                   None\n",
            "37  PbXYYFWvEeu6EkPYd52fRA  ...                   None\n",
            "38  MnAHPFWvEeuijt89euDZEg  ...                   None\n",
            "39  JMZjBlWvEeuHQmt3oQoE2Q  ...                   None\n",
            "40  9p379lWuEeufU8_d6NKWGg  ...                   None\n",
            "41  ok9eWlWuEeubcXtIsYWlWw  ...                   None\n",
            "42  ldHLpFWuEeubUAcGeYEf0w  ...                   None\n",
            "43  Cdb5ilWuEeuwU_Ms-aZmKw  ...                   None\n",
            "44  B6rL5lWuEeuizluqXkswaw  ...                   None\n",
            "45  Bai1TFWuEeuO88MauQqpRA  ...                   None\n",
            "46  -jbwhFWtEeuN2aekOcra1Q  ...                   None\n",
            "47  9gDuAlWtEeu9DmdrckMfwg  ...                   None\n",
            "48  8S9xtFWtEeuwGcepLAOAOQ  ...                   None\n",
            "49  7dSIxFWtEeuvvPOLYXiAFg  ...                   None\n",
            "50  4rxS8FWtEeuNYctrQmHVSA  ...                   None\n",
            "51  39SX8FWtEeuP85cM87yczg  ...                   None\n",
            "52  2zctrFWtEeugeKd0-_IYZA  ...                   None\n",
            "53  15kV8lWtEeua7pe2JnfDDQ  ...                   None\n",
            "54  zM8uNlWtEeuzkLegx1t17g  ...                   None\n",
            "55  wvxxSFWtEeukb7dHc5weAQ  ...                   None\n",
            "\n",
            "[56 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   XuLabFn5EeuvpecZUzourw  ...                   None\n",
            "1   O-NGMln5EeuT7Jc-qjwclg  ...                   None\n",
            "2   Lza8XFn5EeuU_s-NdGYLnQ  ...                   None\n",
            "3   IAUavFn5EeuluxfB28A4jQ  ...                   None\n",
            "4   GUg73Fn5EeuotJvExCyb3A  ...                   None\n",
            "5   B2Ep9ln5Eeunm3ffRmxqsg  ...                   None\n",
            "6   A2XBwln5EeugJe_kbxW-wA  ...                   None\n",
            "7   -2CTTln4EeuxBmcnryN6-w  ...                   None\n",
            "8   v1XQ7ln4EeuyexdvzQ1vug  ...                   None\n",
            "9   hEBaiFn4EeuWVGtGD1g_mg  ...                   None\n",
            "10  e-tVSln4Eeuj6K-QAmVmjg  ...                   None\n",
            "11  YVxBRFn4Eeud7DNqYjJl4g  ...                   None\n",
            "12  P_czfln4Eeuba8OPuXHliQ  ...                   None\n",
            "13  MaJ08Fn4Eeu5t8MK9s8rmQ  ...                   None\n",
            "14  Ja2omln4EeuvoJPncvkR0w  ...                   None\n",
            "15  GQgNdFn4Eeum5INoUxAXLA  ...                   None\n",
            "16  -RnXDln3EeumbGeDTuQRHg  ...                   None\n",
            "17  7F6gRFn3EeultA8p8BVLdQ  ...                   None\n",
            "18  qgaWeln3Eeupir_3s9S_YA  ...                   None\n",
            "19  op3_hln3EeuWSYufA_MMWw  ...                   None\n",
            "20  mSFDHln3EeuwYq96vgdkjw  ...                   None\n",
            "21  f0tLnFn3EeuvKhMLiQIj4w  ...                   None\n",
            "22  dh_SSln3Eeux03PJpxoEgQ  ...                   None\n",
            "23  blss0Fn3EeuUdkdm0_9h2g  ...                   None\n",
            "24  ZxC1Jln3EeutmsfsswnDsw  ...                   None\n",
            "25  X-Bnuln3Eeuc-4Ogdy6iHQ  ...                   None\n",
            "26  WnVfJFn3EeupIKtvYjqSDA  ...                   None\n",
            "27  UoNEoln3Eeu4hVcOSkatmg  ...                   None\n",
            "28  OmAJ0ln3Eeu-_u-KWtmfyQ  ...                   None\n",
            "29  M6ty8ln3Eeu5s6fy974Bkg  ...                   None\n",
            "30  KAl_IFn3EeuviyuT6Ve8DA  ...                   None\n",
            "31  EaZsDFn3EeuiuHM10QIFLQ  ...                   None\n",
            "32  7BoaxFn2EeuT6QOTDNeb_w  ...                   None\n",
            "33  uoegCFn2EeuUjbfaXb4AXg  ...                   None\n",
            "34  qIoFEln2EeuUKWf8zHKtaA  ...                   None\n",
            "35  pZnv1Fn2EeuO0rt3pnuTkQ  ...                   None\n",
            "36  nUWaVFn2Eeutl-vbr5oLAQ  ...                   None\n",
            "37  mVDTlln2Eeuz-bO5TglC5A  ...                   None\n",
            "38  lVnGTln2EeumZnfAk2tcdg  ...                   None\n",
            "39  h2eVFln2EeuitX_wrWbhrw  ...                   None\n",
            "40  eb0d3Fn2EeuPvtfHcDxAUg  ...                   None\n",
            "41  bMwqyFn2EeujNwPXoEig3A  ...                   None\n",
            "42  4wcFdFn1EeujuEskMk33oQ  ...                   None\n",
            "43  2H-ZQFn1EeutExNDM4ZB1g  ...                   None\n",
            "44  xrnxVln1EeuT5bOYAgrgpA  ...                   None\n",
            "45  u8mElln1Eeu-97dJnG6Wsw  ...                   None\n",
            "46  qjUMeFn1EeuYCosPjk8FQA  ...                   None\n",
            "47  oOIq8ln1EeuXDltZQsO0Dg  ...                   None\n",
            "48  m4nQ-ln1Eeu4fcMSmPwKiA  ...                   None\n",
            "49  lHAtWln1Eeu33Jt_mYYXmg  ...                   None\n",
            "50  joP3Mln1EeuT-psMlJyU8Q  ...                   None\n",
            "51  hm03Uln1Eeuj7D81sik3XQ  ...                   None\n",
            "52  gVLD9Fn1Eeu06murxvKMlg  ...                   None\n",
            "53  Xi8xAFn1Eeu5rAf9ou5epg  ...                   None\n",
            "54  VVQp0ln1Eeuw_bNiFV2-sQ  ...                   None\n",
            "55  TQ7OvFn1Eeu1U5uU3hQYKg  ...                   None\n",
            "56  NFXWhln1EeuU8dtjclnBvQ  ...                   None\n",
            "57  HdhN-Fn1Eeu1UffYM8W2nQ  ...                   None\n",
            "58  52ZBgFn0Eeux2FMd3LUmPA  ...                   None\n",
            "59  3-31pln0EeuvhDtZrPYpNw  ...                   None\n",
            "\n",
            "[60 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   yYDMllv1Eeu_ayuGl9snAQ  ...                   None\n",
            "1   vQ7ZMFv1Eeu_5nvueX0MvQ  ...                   None\n",
            "2   tDqY7lv1EeuzuPs2LVOTSA  ...                   None\n",
            "3   sMIsmlv1Eeup2vOomvQ02A  ...                   None\n",
            "4   qeP22Fv1Eeu8ncspyJwCcw  ...                   None\n",
            "5   oataklv1Eeuc6jcErz1t5A  ...                   None\n",
            "6   mIEmLFv1EeuT8vcjAEYR-g  ...                   None\n",
            "7   kA9p6lv1EeufnjM0b2oLDQ  ...                   None\n",
            "8   hIQh7Fv1Eeu8m1ObCg8BpQ  ...                   None\n",
            "9   UsWmnlv1Eeujkevxgv1gNg  ...                   None\n",
            "10  SuDYVFv1EeuKhIe2cRitYQ  ...                   None\n",
            "11  ONM4AFv1EeuKg1sMapOhHA  ...                   None\n",
            "12  I8Ac2lv1EeuVX-dhuxS21w  ...                   None\n",
            "13  -uSHUlvzEeu7HLtHJKIEpA  ...                   None\n",
            "14  1m1jJlvzEeuEfmeOShtEmA  ...                   None\n",
            "15  w8RyUFvzEeu-4G8iXaIQOQ  ...                   None\n",
            "16  swBBQlvzEeu7G2PsivKffQ  ...                   None\n",
            "17  pBzWmlvzEeureCOSBPSjNg  ...                   None\n",
            "18  bvGHclvzEeu9YqMpl9HFrw  ...                   None\n",
            "19  ZtAKWlvzEeuHFZ8zp-3g-A  ...                   None\n",
            "20  XEf3ClvzEeuVw8tKg2GWHA  ...                   None\n",
            "21  T7ZnEFvzEeuc4z9Owoqb4w  ...                   None\n",
            "22  HA0F4FvzEeuWZqPtoXOdjw  ...                   None\n",
            "23  DGmQclvzEeuWZRc8wFYqxA  ...                   None\n",
            "24  BIhJKlvzEeuT4H_2m4gJOA  ...                   None\n",
            "25  ywo1vlvyEeugKQP1BW6R0Q  ...                   None\n",
            "26  giGy-lvyEeuGgQvsHmMmCg  ...                   None\n",
            "27  CTQsLlvyEeu-MTcyVMmDJw  ...                   None\n",
            "28  -CNV1lvxEeuuEivMuPSA8A  ...                   None\n",
            "29  A-z1CFvxEeujs0up7ef88Q  ...                   None\n",
            "30  6-V4mlvwEeuJdHvlu9IXpg  ...                   None\n",
            "31  4SlWxFvwEeu-MLM3VcfKtg  ...                   None\n",
            "32  ojWpBFvwEeuMRkenhkjlqQ  ...                   None\n",
            "33  jCuDwlvwEeu2HteRSht6Eg  ...                   None\n",
            "34  fJq5-lvwEeu9WUv77BPN1Q  ...                   None\n",
            "35  cCIw1lvwEeu0hvOLRscyxw  ...                   None\n",
            "36  Un4XtlvwEeuOrJcYO4g-fA  ...                   None\n",
            "\n",
            "[37 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   cvfkIlzCEeu2_-8GJKxrVg  ...                   None\n",
            "1   aLGDLlzCEeu528NiDpcFWQ  ...                   None\n",
            "2   _petwlhPEeuuqR8wkFROmg  ...                   None\n",
            "3   -DY-nlhPEeuuOSdtFjddKA  ...                   None\n",
            "4   7xPw9FhPEeuVTJ9TJ79rpA  ...                   None\n",
            "5   5zvJEFhPEeulxMczFJZ7_w  ...                   None\n",
            "6   2uxEPFhPEeubIi96dMHHZQ  ...                   None\n",
            "7   qtmIclhPEeuzoZdbFgJoWw  ...                   None\n",
            "8   oqZ_DFhPEeuyXPvmujRUGQ  ...                   None\n",
            "9   hUmFJlhPEeuUYxcLzkuNaw  ...                   None\n",
            "10  eveuuFhPEeugyKvQLZQODQ  ...                   None\n",
            "11  ac_8TlhPEeu08XsJr9PjSw  ...                   None\n",
            "12  SR-3blhPEeusicdVJhaeDg  ...                   None\n",
            "13  NZyQaFhPEeul_KO1zoNvLw  ...                   None\n",
            "14  K40zmFhPEeurCr8xh64Q6A  ...                   None\n",
            "15  B4lbKlhPEeukLL9yeLf0kw  ...                   None\n",
            "16  _DUiBFhOEeusaTeOENSqnA  ...                   None\n",
            "17  vnrf5FhOEeutNctXG-LdqA  ...                   None\n",
            "18  tEy7tFhOEeu_k9f8vE_NlQ  ...                   None\n",
            "19  QXNmQlhOEeutNJPKvSbpCQ  ...                   None\n",
            "20  MrhrUlhOEeu9ea9L_WKP0A  ...                   None\n",
            "21  KWP7tlhOEeuuNWs3ZLVZEQ  ...                   None\n",
            "22  JS7BwFhOEeuqDauCJx9osw  ...                   None\n",
            "23  HjKZllhOEeutMzvXWumHcg  ...                   None\n",
            "24  FDOJblhOEeuf2P_7bsbw3A  ...                   None\n",
            "25  DF_oXlhOEeuRGi9hIr-0Ew  ...                   None\n",
            "26  7DGCuFhNEeucqcueKqXMjA  ...                   None\n",
            "27  vE0PSlhNEeuRGWcky30L1w  ...                   None\n",
            "28  tWhMTlhNEeukKW9OAIR13g  ...                   None\n",
            "29  rOZbklhNEeu73TdOBMkBzg  ...                   None\n",
            "30  bZQvjFhNEeuMP5uVI_sGeA  ...                   None\n",
            "31  ZyPDulhNEeukVWusbyOfeA  ...                   None\n",
            "32  XXEmClhNEeu73HMNCnVbkQ  ...                   None\n",
            "33  atoLdlhJEeuRrje92IP-0Q  ...                   None\n",
            "34  O3bRAlhJEeurAisbN4WDmg  ...                   None\n",
            "35  NBgljFhJEeugvHdQMt73_w  ...                   None\n",
            "36  CDorQFhJEeuZ0p-A3ljFOg  ...                   None\n",
            "37  -7XoClhIEeuT_csIdGd-2A  ...                   None\n",
            "38  dmK-HDp_Eeulxkch6N7cxw  ...                   None\n",
            "39  cQ8NHDp_EeuLF7-ldSnNTA  ...                   None\n",
            "40  bxadrjp_Eeuwm2cipbAF9g  ...                   None\n",
            "41  br7THDp_EeuzV6OFphzRtA  ...                   None\n",
            "42  WXvvRDp_EeusnZOJaYYO1Q  ...                   None\n",
            "43  UPMqfDp_EeuZs1-YyiNp9A  ...                   None\n",
            "44  Tr9hvDp_EeubjafpXAcnOg  ...                   None\n",
            "45  TLOWmjp_EeuVLz-FgK1fGQ  ...                   None\n",
            "46  TFZDvjp_Eeut8h86v6pBcA  ...                   None\n",
            "47  RuHZejp_EeusHMOJudeQfw  ...                   None\n",
            "48  QM7YCDp_Eeu_SQftEApSUw  ...                   None\n",
            "49  QB402jp_EeuUf1ehKWwsoQ  ...                   None\n",
            "\n",
            "[50 rows x 20 columns]\n",
            "offset: 0\n",
            "Empty DataFrame\n",
            "Columns: []\n",
            "Index: []\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   bQDU1l0uEeuq2venk9cZcQ  ...                   None\n",
            "1   XlC-Gl0uEeustxvyNhKnEw  ...                   None\n",
            "2   VtS4bF0uEeusWf-wrP_rhA  ...                   None\n",
            "3   PbC5Ol0uEeuIDSuPUoPs8g  ...                   None\n",
            "4   MtoR5l0uEeuWjiv_4B0Dvw  ...                   None\n",
            "5   JxGTAl0uEeuRXlM7-9w8ng  ...                   None\n",
            "6   GSmUJF0uEeuIDKf225AdKQ  ...                   None\n",
            "7   8MUuWF0tEeu5ib8rzH-xZA  ...                   None\n",
            "8   6WXVIl0tEeu7E689OjZxuw  ...                   None\n",
            "9   1Ve76l0tEeuKjbO-cSeASw  ...                   None\n",
            "10  zZm_yl0tEeu5sFsZs9rrtQ  ...                   None\n",
            "11  uADUql0tEeumbXtaBUAIuA  ...                   None\n",
            "12  sPC0-l0tEeuHYQN94BO--Q  ...                   None\n",
            "13  qCD75l0tEeuD76dV4t4WTg  ...                   None\n",
            "14  mHHZQF0tEeuUgUsxmbv-Iw  ...                   None\n",
            "15  km21ql0tEeuh-z8eqg8zXg  ...                   None\n",
            "16  ZMT3sl0tEeu5Ca-Y-6_rSQ  ...                   None\n",
            "17  W_YBJl0tEeuwNdchc6XyIQ  ...                   None\n",
            "18  Vip03l0tEeugal_7L7Cjlg  ...                   None\n",
            "19  SIIwTF0tEeuE0zMN6nw73Q  ...                   None\n",
            "20  Rfy_9F0tEeuZHF_C7fAN7w  ...                   None\n",
            "21  QWgwLF0tEeuddDuj1j1A3w  ...                   None\n",
            "22  Nw6e_l0tEeueQCOL_osmQA  ...                   None\n",
            "23  L9qJ1l0tEeuNJ29C_5qG_Q  ...                   None\n",
            "24  EObTfF0tEeuKjCtYo3hrVg  ...                   None\n",
            "\n",
            "[25 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   RAW9XF4BEeuk4httg1crZg  ...                   None\n",
            "1   BlYrkF4BEeu-MkvJAZ33ag  ...                   None\n",
            "2   3z4C0F4AEeuMMrPOnyqY_Q  ...                   None\n",
            "3   y7ieUF4AEeuLvAM33FEGOw  ...                   None\n",
            "4   vu0AgF4AEeuortNPq7SHFg  ...                   None\n",
            "..                     ...  ...                    ...\n",
            "68  BSt1vF39EeusejObFaL0rQ  ...                   None\n",
            "69  8bnU9l38EeuGgKs4Defc9g  ...                   None\n",
            "70  xWfl8F38EeuvANPtCGntKg  ...                   None\n",
            "71  rVajrF38EeuUKOevwZZs_Q  ...                   None\n",
            "72  pYIepF38EeuJw-ddNgUayw  ...                   None\n",
            "\n",
            "[73 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   awDXrnrnEeuro3NZZDHrdg  ...                   None\n",
            "1   8Gz19l6cEeuXHHdf3J1HkA  ...                   None\n",
            "2   6lU30l6cEeuyodOIPYZcEQ  ...                   None\n",
            "3   5aBzWl6cEeuNpqf1AnMVRw  ...                   None\n",
            "4   1Mx-ol6cEeuUWsPeZ7EryA  ...                   None\n",
            "..                     ...  ...                    ...\n",
            "70  wGHr0F6ZEeuyZlP3jJtMBw  ...                   None\n",
            "71  vAUQnl6ZEeulzRsQfwa7Ww  ...                   None\n",
            "72  uUD6RF6ZEeulzL9US2UnVw  ...                   None\n",
            "73  tlaS-F6ZEeuvUA81wjxzHQ  ...                   None\n",
            "74  rAyIhF6ZEeuN6FN88VZSew  ...                   None\n",
            "\n",
            "[75 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   kV0L_F8mEeu0hVMR1jmdUQ  ...                   None\n",
            "1   fwOK-F8mEeuLiouN2pxkYg  ...                   None\n",
            "2   dlaHol8mEeua9L8tJBlo6g  ...                   None\n",
            "3   cFkwjl8mEeucnw_6uJkf1w  ...                   None\n",
            "4   aUH-8l8mEeur6Ef_FpI45A  ...                   None\n",
            "5   Unx-GF8mEeu_sXs9prSWwA  ...                   None\n",
            "6   QDmlZF8mEeuD_L8SmN0U3A  ...                   None\n",
            "7   NBlrcF8mEeurw6Od_RCuWQ  ...                   None\n",
            "8   LI6l3F8mEeuYI-d3rYffRA  ...                   None\n",
            "9   FEsYhF8mEeumKmtLCspBBw  ...                   None\n",
            "10  _1D0-F8lEeu73BvwEN00sw  ...                   None\n",
            "11  7XGWwF8lEeu6EpP3MWsBtg  ...                   None\n",
            "12  WYYYMl8lEeuD9OerPgCCuA  ...                   None\n",
            "13  R2pMLF8lEeupJw_Rlj71FQ  ...                   None\n",
            "14  QDTYWl8lEeu6D1eDWMSSOw  ...                   None\n",
            "15  Owi1zF8lEeuXSvegVl5rlw  ...                   None\n",
            "16  LMRdVF8lEeu716PBMdGMdw  ...                   None\n",
            "17  JUds7F8lEeuGEgsRiPTvRg  ...                   None\n",
            "18  HquNyF8lEeuckqvawNOjZA  ...                   None\n",
            "19  FhZRFl8lEeusqOvGKYmoXw  ...                   None\n",
            "20  -0cfPF8kEeubipdE1LlB6Q  ...                   None\n",
            "21  4hAbml8kEeupIlP18rcy-w  ...                   None\n",
            "22  afmbZl8hEeucgRPVpf8TEg  ...                   None\n",
            "23  VXwgCl8hEeuorvtzMFeMuA  ...                   None\n",
            "24  SwW-9l8hEeuYCLs6_gTVXg  ...                   None\n",
            "25  FB-h_l8hEeuVfkNTUi5Evw  ...                   None\n",
            "26  EBWnrF8hEeuVfTua6uOrxw  ...                   None\n",
            "27  BqZIUl8hEeu_YD_9nmAUoA  ...                   None\n",
            "28  5lkJkF8gEeu5-M-Og7LzXQ  ...                   None\n",
            "29  3MJznl8gEeuVemt77yUmbQ  ...                   None\n",
            "30  1ZHSzF8gEeuLAM846ev10A  ...                   None\n",
            "31  0STrFl8gEeup9Kft8UC9SA  ...                   None\n",
            "32  uM2BNl8gEeuPkycMf6MseQ  ...                   None\n",
            "33  tTX8Vl8gEeuaVH_Qpvg6mA  ...                   None\n",
            "34  qk3c8F8gEeuWPx_L0-jf5w  ...                   None\n",
            "\n",
            "[35 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   8SAgcF_8EeupkrvqA7QUYQ  ...                   None\n",
            "1   5vXfQF_8Eeu7YGP0DgU1XA  ...                   None\n",
            "2   4eXVql_8Eeus4C9N8rFm_w  ...                   None\n",
            "3   ubojQl_8Eeuy9hN5P-ZSXw  ...                   None\n",
            "4   tJ5h_F_8Eeuq72vYFrUweQ  ...                   None\n",
            "5   p5zB4l_8EeuYP3cL2xgU9Q  ...                   None\n",
            "6   kH-TVF_8EeuL4YujTRKuHw  ...                   None\n",
            "7   iS_Hrl_8EeuG759JKLFNAQ  ...                   None\n",
            "8   g16Bxl_8Eeu506ONhrTxgg  ...                   None\n",
            "9   dF5SeF_8EeuN7n8foHMo0Q  ...                   None\n",
            "10  YdbSOF_8Eeu2mKsFR5L24w  ...                   None\n",
            "11  V8o3nl_8EeuQxOu-8QRPkg  ...                   None\n",
            "12  UaAk0l_8Eeu23vcxkMY1fQ  ...                   None\n",
            "13  SqugZl_8Eeuwicf2WIivqg  ...                   None\n",
            "14  NISOYF_8Eeu7XJ9w0Jqtmg  ...                   None\n",
            "15  Kz8HuF_8Eeu3cdtOEm0A-w  ...                   None\n",
            "16  KQPATF_8Eeur2BeucczjjA  ...                   None\n",
            "17  9tcYEl_7EeueIveeeT6Ysg  ...                   None\n",
            "18  78EnhF_7EeuEglfdDsCHfQ  ...                   None\n",
            "19  6ZatSF_7Eeu_X6_-e0N2VA  ...                   None\n",
            "20  5G8SQl_7Eeu22L-gv4EMJA  ...                   None\n",
            "21  1EpVrF_7Eeu69mPbn4uyHQ  ...                   None\n",
            "22  y6h_0l_7Eeusvn-fpNHn8g  ...                   None\n",
            "23  yINEQF_7EeuiGUtIvWMQcQ  ...                   None\n",
            "24  w3I1Ql_7EeurKHtE-MAYjg  ...                   None\n",
            "25  ugew9F_7Eeu_-2srmGsHSw  ...                   None\n",
            "26  i2PO4F_7Eeuv2xcQTNYgfg  ...                   None\n",
            "27  gVSUFl_7Eeuu9M9nSQ7-cQ  ...                   None\n",
            "28  eu71WF_7EeuZfm_PrUN5lg  ...                   None\n",
            "29  cOTjTF_7EeuE6rfnlNZ5CA  ...                   None\n",
            "30  ZgvbsF_7EeuT_j_ygM2qmg  ...                   None\n",
            "31  OeAg5l_7EeueS2fK3JW_og  ...                   None\n",
            "32  MDBU0F_7EeuphgviZKRPXA  ...                   None\n",
            "33  KMyICF_7EeuupjdVo81IFg  ...                   None\n",
            "34  HTLwGF_7EeugXePs68gC9Q  ...                   None\n",
            "35  8AOIHl_6Eeutz5PYmCY-3A  ...                   None\n",
            "36  6X7ZqF_6Eeuv2IP2Rlau3w  ...                   None\n",
            "37  jH4TIl_6Eeu_VROaTqQWHA  ...                   None\n",
            "38  XcMd6F_6EeuvsbsuUJWmqQ  ...                   None\n",
            "39  V0Y9TF_6EeurzU_jbuF9oA  ...                   None\n",
            "40  TzdcJl_6Eeu3CWcAWtyOhw  ...                   None\n",
            "41  RagpYF_6Eeuy6PsjbiyllA  ...                   None\n",
            "42  NzPBtF_6EeusszPt1aST0g  ...                   None\n",
            "43  Le3BVF_6EeuY_rcl40Lo6w  ...                   None\n",
            "44  CZuKBl_nEeuZEcsJLjmxhA  ...                   None\n",
            "45  APymAF_nEeuFLLsoS6-Reg  ...                   None\n",
            "\n",
            "[46 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   EsKzXmHUEeurbr8FZd_8Vw  ...                   None\n",
            "1   2E678GHTEeuRKNuNztdrlQ  ...                   None\n",
            "2   0rncumHTEeukgyfbn5xt7A  ...                   None\n",
            "3   yXWVfGHTEeuwvGMI68gUjw  ...                   None\n",
            "4   tGLk8GHTEeuQNG-oDbTEGg  ...                   None\n",
            "5   raIjGmHTEeu0p3_QTBz4RQ  ...                   None\n",
            "6   pmaVfGHTEeu3TKcb8wkgjg  ...                   None\n",
            "7   neQWkGHTEeuLQa-mcIKtJw  ...                   None\n",
            "8   ljs8jmHTEeuQMh-CLb06LA  ...                   None\n",
            "9   Y_iyVmHTEeu-KucPhwi6AA  ...                   None\n",
            "10  JVyQvGHTEeuljjOYZwFlng  ...                   None\n",
            "11  9kJkHmHSEeug7kdCv7yZcg  ...                   None\n",
            "12  7jK-GGHSEeuwDa8HonOuNQ  ...                   None\n",
            "13  xRlOIGHSEeuK_t8f7unuUA  ...                   None\n",
            "14  t2V4YmHSEeuU6ktg_vgU4Q  ...                   None\n",
            "15  sMYKlGHSEeuTUjeHKQ3sAw  ...                   None\n",
            "16  pl27HGGeEeuvwLeoRtAJbw  ...                   None\n",
            "17  ZqWs-mGeEeuxenMYRY6dQg  ...                   None\n",
            "18  X-nBqGGeEeuz58uFIjO_sQ  ...                   None\n",
            "19  SGUvaGGeEeuRkrO91fzJPw  ...                   None\n",
            "20  IxfYvmGeEeuxeV-Y4P-xgA  ...                   None\n",
            "21  G-88YmGeEeukbzcr2fCUYQ  ...                   None\n",
            "22  mQlTbmGdEeuzuldQRHRX3A  ...                   None\n",
            "23  jq6HzGGdEeu2PX89RbaVeg  ...                   None\n",
            "24  cVo1fGGdEeuxdadDRvPslA  ...                   None\n",
            "25  a2SPqmGdEeukk6c_DV7jyg  ...                   None\n",
            "26  aWYGwGGdEeuz4MtxxG6rmA  ...                   None\n",
            "27  Yu5a4GGdEeudtTO5MC5zpw  ...                   None\n",
            "28  OvBdGGGdEeupGH_gmE816Q  ...                   None\n",
            "29  MOzdoGGdEeuvtiOSvVBXSw  ...                   None\n",
            "30  IMa5CmGdEeu_8GPS5Yez-g  ...                   None\n",
            "31  7X_9uGGcEeu2ODcwclh2NQ  ...                   None\n",
            "32  sZraemGcEeuQD88x-GIHIQ  ...                   None\n",
            "\n",
            "[33 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   nQkS3GHVEeu0jT8n8sliAA  ...                   None\n",
            "1   lZ20-GHVEeuLTk9g1pIxCg  ...                   None\n",
            "2   jBLkRGHVEeuZgSdZ5fzFww  ...                   None\n",
            "3   hMrizGHVEeurqLM7AGRvdQ  ...                   None\n",
            "4   fCv85mHVEeu3Th_G0Bz1Yw  ...                   None\n",
            "5   S6lzCmHVEeuctRv2UzKB3w  ...                   None\n",
            "6   RhVYRmHVEeuzHbcfCjEUtA  ...                   None\n",
            "7   PHdwgGHVEeuztzNz8iXI2Q  ...                   None\n",
            "8   M_QQbGHVEeuctIfs019Hvg  ...                   None\n",
            "9   KC0DOGHVEeuRMY-KDyULSg  ...                   None\n",
            "10  IJTzsGHVEeuQ4CvFomEQIA  ...                   None\n",
            "11  -Y44JmHUEeull4tOFokBsw  ...                   None\n",
            "12  8y5tPmHUEeuygBv6uLS2lQ  ...                   None\n",
            "13  4EHbemHUEeuTY0-1qnbj1A  ...                   None\n",
            "14  28RFEGHUEeuzZ0tAZIsM6g  ...                   None\n",
            "15  yVGBGGHUEeuNhB9PB8KoJw  ...                   None\n",
            "16  t_KeXGHUEeuQ2xdCROUJvQ  ...                   None\n",
            "17  mAPBXGHUEeu7-jcm5tAx6Q  ...                   None\n",
            "18  gWAnpmHUEeurcevd5D4t9Q  ...                   None\n",
            "19  fDCkpGHUEeuzUfN1LPY1xw  ...                   None\n",
            "20  bALGAmHUEeulDNsoyEpP_g  ...                   None\n",
            "21  YS1zWGHUEeuO4CfFbeMIZA  ...                   None\n",
            "22  WTJPIGHUEeuynOd0_MeeFA  ...                   None\n",
            "23  OsChkGHUEeuuGxfJ3j2MXA  ...                   None\n",
            "24  NTmaYGHUEeuym2soYaNvkQ  ...                   None\n",
            "\n",
            "[25 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   RM35_mKREeuTUa-J4FLQFg  ...                   None\n",
            "1   n8gaPmKQEeutB9tasji0Nw  ...                   None\n",
            "2   mIZpLmKQEeuZSB9p3CNldA  ...                   None\n",
            "3   UIEjTmKQEeuhfI8utFBmtQ  ...                   None\n",
            "4   SxYZUGKQEeuzhV-z-KSg4w  ...                   None\n",
            "5   QotBPmKQEeu26suYbfsdKA  ...                   None\n",
            "6   QPZSRmKQEeux2sMzxOtcYg  ...                   None\n",
            "7   NUuBUGKQEeu8DfMG5n4fHg  ...                   None\n",
            "8   LJ3kimKQEeuNY7eD-IVbSg  ...                   None\n",
            "9   JCMqGGKQEeuVpRO0W6Ph5g  ...                   None\n",
            "10  G8p8SmKQEeuGmOPQZcxY3g  ...                   None\n",
            "11  CgruNmKQEeu26aPnH6sGnA  ...                   None\n",
            "12  CJhEwmKQEeucArcRGpZM4Q  ...                   None\n",
            "13  BkrWlGKQEeuzg_cIIvQ8Lg  ...                   None\n",
            "14  _4EUGGKPEeuXJZuA5f-uQA  ...                   None\n",
            "15  -mteDGKPEeuVpBdnq_ZN6g  ...                   None\n",
            "16  -EBTJmKPEeuseks2y45nAA  ...                   None\n",
            "17  7dvOQmKPEeuFHEMopcs8rQ  ...                   None\n",
            "18  7BO4QGKPEeutW7cNU3NgmA  ...                   None\n",
            "19  5oKZ5mKPEeu8DJO2UZhZkQ  ...                   None\n",
            "20  yBxSnmKPEeu4rQ_vOOzvaA  ...                   None\n",
            "21  g24qbmKPEeuXJCPFq_pAHw  ...                   None\n",
            "22  f9QilmKPEeuf45_-6wGWvA  ...                   None\n",
            "23  cfdCmGKPEeuXIfOpEudG6w  ...                   None\n",
            "24  VQyS5mKPEeuPgVsZjPKHxA  ...                   None\n",
            "25  KdePkGKPEeuVHQeiOmrqYw  ...                   None\n",
            "26  H83c_GKPEeuZRLeJKBnMeA  ...                   None\n",
            "27  FfrcKmKPEeutlQPnl2ITjw  ...                   None\n",
            "28  Dw-M7mKPEeuRHP-AUjNHiA  ...                   None\n",
            "29  CDOi3mKPEeuxvOfwCrkZlw  ...                   None\n",
            "\n",
            "[30 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   BGQ69GSeEeu5zW9vEImk0g  ...                   None\n",
            "1   _SyAhGSdEeuKIVP-Ua4zpw  ...                   None\n",
            "2   9dwm_mSdEeuyzScqKuSjpw  ...                   None\n",
            "3   69V2YGSdEeuSTSdEB6TjNA  ...                   None\n",
            "4   5jX_mmSdEeu5Nsd88GLiNw  ...                   None\n",
            "5   4VojPmSdEeuTSEdwyWLTNg  ...                   None\n",
            "6   s80BymSdEeu68eP945q-pw  ...                   None\n",
            "7   kJ-MpGSdEeunJd-zx7Tq4Q  ...                   None\n",
            "8   atvAqmSdEeu3Rh_LJAxktA  ...                   None\n",
            "9   Y8gL8mSdEeuWrhsXkosJAA  ...                   None\n",
            "10  UaWIhGSREeu6zNuTER_9sw  ...                   None\n",
            "11  Un12XGSdEeu0LxPM1CnJ5Q  ...                   None\n",
            "12  adVXqmSVEeuR3--3R_B86w  ...                   None\n",
            "13  eDXcqGSUEeueh-cmwD3NAg  ...                   None\n",
            "14  aLSwpmSUEeu3Ht9Q7p3lag  ...                   None\n",
            "15  Jiby5GSUEeu0Cxfm739mJg  ...                   None\n",
            "16  tP0aJmSTEeuynmOdYp-MRg  ...                   None\n",
            "17  l1_XVmSTEeuQJP_GiZhDkg  ...                   None\n",
            "18  askFjGSTEeuWjB-nGC2ssg  ...                   None\n",
            "19  SomYuGSTEeuKTn-6Dv6Lhg  ...                   None\n",
            "20  Ait_ZGSTEeu46E8BkgH6Vg  ...                   None\n",
            "21  -ldmDmSSEeuanN-jSiTlFQ  ...                   None\n",
            "22  4eXYWGSSEeulaLOTn2Fypg  ...                   None\n",
            "23  3_JCwGSSEeuWhy-kFr4x-Q  ...                   None\n",
            "24  1wmTrGSSEeu6zr-GH706rA  ...                   None\n",
            "25  zbVNvmSSEeuj4yPjSfAlkw  ...                   None\n",
            "26  tDKhtmSSEeuc-k8gXrQFvg  ...                   None\n",
            "27  cNkRymSSEeuv5_-TdZrWTg  ...                   None\n",
            "28  Trhd0GSSEeu0CYtPP2sWEA  ...                   None\n",
            "29  aZUKyGSREeuLXAtZlmnwhQ  ...                   None\n",
            "30  YkXZtGSREeuK_h8UlFWI_Q  ...                   None\n",
            "31  XNTkXGSREeu6xocOZXKy0A  ...                   None\n",
            "32  SgVfoGSREeu_3fdrRgEiDA  ...                   None\n",
            "33  QyEtGGSREeuop-s9g4xr2w  ...                   None\n",
            "34  Ox7p6GSREeuzV-9v1Xgccw  ...                   None\n",
            "35  Jk1ZPGSREeu6y2OSAFj-OA  ...                   None\n",
            "36  HyxGNmSREeuoTgsWwwAgFg  ...                   None\n",
            "37  Z7z5-mSQEeuqpx91TZAe4g  ...                   None\n",
            "38  NtG7KGSQEeukaJM81ZSc7w  ...                   None\n",
            "\n",
            "[39 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   dXeIWmY3EeutBx-e0R7L7g  ...                   None\n",
            "1   a5_L-GY3Eeuk5lNrOg0jAA  ...                   None\n",
            "2   QGnLKGY3EeuDyZ82AAcfMg  ...                   None\n",
            "3   O790zmY3Eeuio0-hPB4DWg  ...                   None\n",
            "4   NQlkjGY3EeuWSbMWZbLaTA  ...                   None\n",
            "5   MPFypGY3Eeu_mhsr9gs8dg  ...                   None\n",
            "6   9_mQOmY2EeucF1M2Uy3Pmg  ...                   None\n",
            "7   8R2_6GY2EeuwuE9akveJuw  ...                   None\n",
            "8   3t44YmY2EeumBYPzgjDXBw  ...                   None\n",
            "9   2voFKGY2EeuTM4N_GYAmYw  ...                   None\n",
            "10  04g_qGY2EeuflBuVlUHlUg  ...                   None\n",
            "11  yHdhNGY2Eeun5zOlbUDyrA  ...                   None\n",
            "12  s4HZYmY2EeumDy-HmUjk7A  ...                   None\n",
            "13  qYEDFmY2Eeue4JvFC2KZCg  ...                   None\n",
            "14  j9seamY2Eeupjgc4ZEdy6g  ...                   None\n",
            "15  eWCR4mY2EeutAM_HOQmcxw  ...                   None\n",
            "16  GyP1fmY2EeuidbMmqmiwRQ  ...                   None\n",
            "17  FR9OYmY2EeucELO-qeV10Q  ...                   None\n",
            "18  -9033mY1EeuZwQOwZWoPMQ  ...                   None\n",
            "19  90GXxGY1Eeus_E8993qQlg  ...                   None\n",
            "20  65w8JmY1Eeu9eXcy-fEGrA  ...                   None\n",
            "21  uzebymY1Eeus-rPyAOqt7w  ...                   None\n",
            "22  sG5j9GY1EeumTRt5m3EgFw  ...                   None\n",
            "23  jmyEPmY1EeuOtaPzCH64Kw  ...                   None\n",
            "24  dQslImY1EeuhXdeJUadX1g  ...                   None\n",
            "25  YvY49GY1Eeun4Qvf1t64Tw  ...                   None\n",
            "26  QUE4imY1EeuOs8-cSwlcjw  ...                   None\n",
            "27  IfQGiGY1EeuuTafVlGAbOQ  ...                   None\n",
            "28  7_B5MmY0EeuteRMXB7zCOQ  ...                   None\n",
            "29  weDz0mY0Eeurq7u_4OpEFw  ...                   None\n",
            "30  sDyY_GY0EeuvYYfC68fi3w  ...                   None\n",
            "31  rSM3PmY0EeuVY4Ng2KcmQg  ...                   None\n",
            "32  o_QOrmY0EeupgkOKp3pTXA  ...                   None\n",
            "33  ghlPpmY0EeuuSmfKQ-GDNA  ...                   None\n",
            "34  eFZNSGY0Eeuib1vjQrIp0Q  ...                   None\n",
            "35  c-PaoGY0Eeu0DI_Txib2qg  ...                   None\n",
            "36  1Ea_dGYwEeuOmOfQab-OZQ  ...                   None\n",
            "37  VF9IkGY0Eeu7XfPK5D5y7A  ...                   None\n",
            "38  192eAGYwEeuvTy8R-aId4Q  ...                   None\n",
            "39  SRhv3mY0EeuVeXPPTlZKOw  ...                   None\n",
            "40  GMBKYmYxEeuculukXaPSgg  ...                   None\n",
            "41  Ek7wjmYxEeug01Ojs6zRQA  ...                   None\n",
            "42  CWg6FmYxEeuS4D-_zMWvnA  ...                   None\n",
            "43  -VpsIGYwEeueZ9dfOaImeA  ...                   None\n",
            "44  wFTHrmYwEeuwP6-CgDoagQ  ...                   None\n",
            "45  sHMXWmYwEeuvTvd2QI2gCA  ...                   None\n",
            "\n",
            "[46 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   oAcK1mjCEeuU7rs6rlIuIw  ...                   None\n",
            "1   nPGgNmjCEeuPV7cVLrCLrg  ...                   None\n",
            "2   ltwE3mjCEeujlXORi4IE_Q  ...                   None\n",
            "3   dW0a_mjCEeuNQo_opcLYyQ  ...                   None\n",
            "4   bmPxGmjCEeuVwyP_TfImXg  ...                   None\n",
            "5   WQBRQmjCEeug9l8KAx1g2w  ...                   None\n",
            "6   KrD1smjCEeuJGRt1-r3bPw  ...                   None\n",
            "7   Gu8UkmjCEeuTZ7OKDPYrMQ  ...                   None\n",
            "8   DW4X0mjCEeux7TviQ6IMrQ  ...                   None\n",
            "9   B3c3FGjCEeut-YtfinE3QA  ...                   None\n",
            "10  _aw9nGjBEeuUxieF9q4A4g  ...                   None\n",
            "11  8MCkxGjBEeuU7LPkv3PcCg  ...                   None\n",
            "12  5stNAmjBEeukCGdYEWqBGg  ...                   None\n",
            "13  u4sl4GjBEeuk4bPgiBIZTQ  ...                   None\n",
            "14  qgmSQGiIEeu4vjNHYO7egQ  ...                   None\n",
            "15  oL2hQGiIEeuT-7tWjgDBeQ  ...                   None\n",
            "16  nvPo2GiIEeulONMWvrrAFw  ...                   None\n",
            "17  kWC7dGiIEeui8v8pnIQAJA  ...                   None\n",
            "18  iVQ_vmiIEeuMCluYStA-_Q  ...                   None\n",
            "19  c2xLGmiIEeu4hwMozYT7hg  ...                   None\n",
            "20  aYxI1GiIEeuKDidQU_KV8w  ...                   None\n",
            "21  YKaXTGiIEeunMNtiDgL-1w  ...                   None\n",
            "22  OI7xvmiIEeuL0Y8QfiUrIA  ...                   None\n",
            "23  Lh1LQGiIEeubznP7kRGV1A  ...                   None\n",
            "24  D83OOmiIEeu0UOvaS0YooA  ...                   None\n",
            "25  VTy3bGY4Eeu3-j-gVw8Twg  ...                   None\n",
            "26  UH8sMmY4Eeu_CTekjE1CNQ  ...                   None\n",
            "27  MTgpAGY4EeuSJ_9Pb57q3A  ...                   None\n",
            "28  KbCn3mY4Eeu_ngs5nj2RSw  ...                   None\n",
            "\n",
            "[29 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   LIPkyGjFEeuJIoNVOeVGFA  ...                   None\n",
            "1   JG8CQGjFEeujn0ecaqWxOw  ...                   None\n",
            "2   AlugAGjFEeuulGvD5DsZUQ  ...                   None\n",
            "3   AWMGAmjFEeuarieiUhNhXg  ...                   None\n",
            "4   --PsMmjEEeuwZ8OrrCXwSQ  ...                   None\n",
            "5   5MRTymjEEeuL2SsucBGaVw  ...                   None\n",
            "6   1_dvdGjEEeua2Ntj0Q0A8A  ...                   None\n",
            "7   0AFUTGjEEeu92eNGMl23WA  ...                   None\n",
            "8   shPDcGjEEeukgvsGKJMfIQ  ...                   None\n",
            "9   l16bQGjEEeudc4flvdkgAw  ...                   None\n",
            "10  kTPSxmjEEeuPTSufGB7C-Q  ...                   None\n",
            "11  dAJMjGjEEeucfHfHlO0x2Q  ...                   None\n",
            "12  W7oo6GjEEeujnD_6VoTBNw  ...                   None\n",
            "13  UeGyFGjEEeux9Z9bn4HCGg  ...                   None\n",
            "14  PrWCumjEEeutv99PWuwUTg  ...                   None\n",
            "15  OzVGPmjEEeu-NodjKLcGGw  ...                   None\n",
            "16  OR2zaGjEEeut_9dRn8CVag  ...                   None\n",
            "17  5ppMgmjDEeuNRZeGHst7xw  ...                   None\n",
            "18  3QKIxGjDEeuL1k_UG-JoYQ  ...                   None\n",
            "19  1gUZfmjDEeuOxFs4bJZADQ  ...                   None\n",
            "20  zsqgwGjDEeuTa297w3qP2w  ...                   None\n",
            "21  uw-8HmjDEeuaqs8If4D7TQ  ...                   None\n",
            "22  rotLcGjDEeux8Tv9oKY_wA  ...                   None\n",
            "23  lAOajGjDEeu2yocSVx3XCA  ...                   None\n",
            "24  jYBpGmjDEeuL0_esrM4Vkw  ...                   None\n",
            "25  hSne6mjDEeuU8Kc8hZPkBA  ...                   None\n",
            "26  XsIrXmjDEeu8n0OEPO5y6A  ...                   None\n",
            "27  Uxb2pGjDEeutgLONUg-VFg  ...                   None\n",
            "28  SZTv5mjDEeuk5wsiVlGHPA  ...                   None\n",
            "29  NpnyzmjDEeua0pdrW2nClQ  ...                   None\n",
            "30  84yauGjCEeuJHa9Ew_qCxA  ...                   None\n",
            "31  5YJBomjCEeu-8k-eW-4TAA  ...                   None\n",
            "32  3VVaAGjCEeuWeNuRj_FNMg  ...                   None\n",
            "33  2Dn3pmjCEeuPWHvEuUVlhg  ...                   None\n",
            "34  yvHEXGjCEeuWd5_5KHWiXg  ...                   None\n",
            "35  wJsHXGjCEeuT-xet9a9SLA  ...                   None\n",
            "36  vpl7-mjCEeud4AscTfm9bg  ...                   None\n",
            "37  u9tZYGjCEeuaqdPC6TEy_w  ...                   None\n",
            "\n",
            "[38 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   FqYS9GjIEeuUDXPOtU4-zA  ...                   None\n",
            "1   EfmXimjIEeuU12vzK9wVrg  ...                   None\n",
            "2   ECATWGjIEeueZwvtxjfRhw  ...                   None\n",
            "3   CAA9GmjIEeuciLuZqPlO2w  ...                   None\n",
            "4   WT66pGjHEeuviQPtLVVlRQ  ...                   None\n",
            "5   TKMfumjHEeuuDV8-1GA4Vg  ...                   None\n",
            "6   KHIJEmjHEeuk91_FyRLy9w  ...                   None\n",
            "7   Ga_YtGjHEeucnA-hoCbtjw  ...                   None\n",
            "8   FGIxSmjHEeuundczgwrCrA  ...                   None\n",
            "9   9vlzPmjGEeu5bXf8ALQB-w  ...                   None\n",
            "10  7_njZmjGEeuuC6ereqro7A  ...                   None\n",
            "11  2xuBhGjGEeuuCqOcltSKXg  ...                   None\n",
            "12  1jZyUGjGEeuV1ZfebkA64w  ...                   None\n",
            "13  a9BrgmjGEeuaske55Xbqng  ...                   None\n",
            "14  airt8mjGEeuPUm_PVpmM3Q  ...                   None\n",
            "15  RXWNtGjGEeueXufsN2Yqjg  ...                   None\n",
            "16  JTHEFGjGEeu3NE8bxnDOZQ  ...                   None\n",
            "17  FXkm8mjGEeuMsTNmEAqXLg  ...                   None\n",
            "18  EC3BvGjGEeuk84N_czziEQ  ...                   None\n",
            "19  7a6hnGjFEeuuFSdor8nfKw  ...                   None\n",
            "20  5017ZmjFEeuzaBd105ZLNw  ...                   None\n",
            "21  x1frXGjFEeu8gf9zsUHZ-Q  ...                   None\n",
            "22  vnO3RmjFEeug_1sXwbBLWg  ...                   None\n",
            "23  mDXL0mjFEeuurgNeXAtmlQ  ...                   None\n",
            "24  h6NsXGjFEeuwP1_xg7lfgg  ...                   None\n",
            "25  ekBOmmjFEeuTb3PWd7b-jA  ...                   None\n",
            "26  cvkmemjFEeusl6N04nnVBw  ...                   None\n",
            "27  Z6aiwGjFEeujgAMf8Ko1Ow  ...                   None\n",
            "28  ZTr9QmjFEeu0_Nv29SQF1Q  ...                   None\n",
            "\n",
            "[29 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   KwiWCmjMEeuZQQ-dzkvcUg  ...                   None\n",
            "1   Irg10mjMEeuf0dMAsPsXCQ  ...                   None\n",
            "2   GoXmZmjMEeucIYf-WAirTA  ...                   None\n",
            "3   DrIUBGjMEeuLc0MiKh1uAA  ...                   None\n",
            "4   -VM99GjLEeuhESt0Mj1Ipw  ...                   None\n",
            "5   8dlDZmjLEeu-UK_DFpJYhQ  ...                   None\n",
            "6   3DIjomjLEeu98MeG7fRCJg  ...                   None\n",
            "7   v7O1QmjLEeuV6598TSxVxg  ...                   None\n",
            "8   jbV7UmjLEeucpNvSbqASAQ  ...                   None\n",
            "9   fXiIJGjLEeuTh9cMmexygw  ...                   None\n",
            "10  YPR26mjLEeuO35sMny_Hzw  ...                   None\n",
            "11  WkeAsmjLEeuJNXe_hk8aRQ  ...                   None\n",
            "12  Uuy2_GjLEeuzgUvJvU_xYQ  ...                   None\n",
            "13  TAzfLmjLEeu7ABe6UDu2Ng  ...                   None\n",
            "14  RRnmHGjLEeucmZupB9T_2Q  ...                   None\n",
            "15  PdzWAmjLEeu5a1NVz7sOTg  ...                   None\n",
            "16  KIRBvmjLEeucHheK9pyAhg  ...                   None\n",
            "17  Dm8ngGjLEeu_GbsDepRsDg  ...                   None\n",
            "18  9z2jNGjKEeu_GKMJcuO1lw  ...                   None\n",
            "19  6HBTJGjKEeu_Fuugp1KT6A  ...                   None\n",
            "20  2fd4ImjKEeum3O-6P66eNA  ...                   None\n",
            "21  Y5A9BGjKEeu3QytUJJpfTQ  ...                   None\n",
            "22  T2SvhmjKEeuclQta04tY1Q  ...                   None\n",
            "23  TWb2xmjKEeuKiydXPRBN0A  ...                   None\n",
            "24  S2I6XGjKEeuweke3X0_gMw  ...                   None\n",
            "25  SbnLDGjKEeuhDOe5dEOSjg  ...                   None\n",
            "26  Q-2yfmjKEeuLb0_Hy3_m9Q  ...                   None\n",
            "27  OrZsyGjKEeuPUWu8QUXKVA  ...                   None\n",
            "28  GitNFmjKEeuupePpnsg0Dw  ...                   None\n",
            "29  5EBUsmjJEeuxFTPo9baNDw  ...                   None\n",
            "30  1oOwbGjJEeuki9uHY_yfKg  ...                   None\n",
            "31  zXRnKGjJEeuooUOj5BpYkw  ...                   None\n",
            "32  xPHB4GjJEeu8ircI192RXQ  ...                   None\n",
            "33  vPfF6GjJEeutz_PkNz1Khg  ...                   None\n",
            "34  sSgRPGjJEeu6-XvR6g5g6Q  ...                   None\n",
            "35  qcPjdmjJEeuMBRu2fvF7TA  ...                   None\n",
            "36  k0j0kmjJEeutncOspQpx8g  ...                   None\n",
            "37  jlzIbmjJEeu6-I9EUVdagA  ...                   None\n",
            "38  hLTWYmjJEeuFlgPyQlZjew  ...                   None\n",
            "39  dCdkGGjJEeu698_53lo9ZQ  ...                   None\n",
            "40  bUb4ZmjJEeu5c1-jYYIQWA  ...                   None\n",
            "41  YanSCGjJEeuFnBMyjQhJuA  ...                   None\n",
            "42  SxVOgmjJEeudkB9Nh_Vuig  ...                   None\n",
            "43  On5VoGjJEeun5n_FsXNoeg  ...                   None\n",
            "44  M33PBmjJEeutnGec3m_gjg  ...                   None\n",
            "45  L61rtmjJEeuwdEepZzMGyw  ...                   None\n",
            "46  JTpPMmjJEeudjwP-7gcICQ  ...                   None\n",
            "47  HfE9EmjJEeuVAc9ETbdGfA  ...                   None\n",
            "48  GEC5zmjJEeu_Dr8cEq8tGA  ...                   None\n",
            "49  BuWoYGjJEeuKiL-LhOz1Mw  ...                   None\n",
            "50  -CI68GjIEeuxEocX_NOBOQ  ...                   None\n",
            "51  9uamHGjIEeuuoaeayJIeOA  ...                   None\n",
            "\n",
            "[52 rows x 20 columns]\n",
            "offset: 0\n",
            "Empty DataFrame\n",
            "Columns: []\n",
            "Index: []\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   v8xPhJ7DEeusPQf_mtehQg  ...                   None\n",
            "1   sPFh8p7DEeuffGPeBL3TgA  ...                   None\n",
            "2   h31g5p7DEeuuKb9MhB_SrQ  ...                   None\n",
            "3   WlN3cp7DEeua8PeTTVP7GQ  ...                   None\n",
            "4   KxnHGJ7DEeuv01OI_7fQ7w  ...                   None\n",
            "5   7aVftJ7CEeusCr9oZQkCag  ...                   None\n",
            "6   5NcMXJ7CEeurnh88Tg8PEw  ...                   None\n",
            "7   3TJFmJ7CEeuDp9dHQ-O0Kg  ...                   None\n",
            "8   yRzflp7CEeu85S-ITNuw7A  ...                   None\n",
            "9   jLuRZJ7CEeuRnKccyRgc0Q  ...                   None\n",
            "10  YJosCJ7CEeuUNHe4FQWObQ  ...                   None\n",
            "11  MuWqEp7CEeui4qPlVKFYbA  ...                   None\n",
            "12  FW1tOp7CEeu5nKcTV4y2dA  ...                   None\n",
            "13  Bzhy3J7CEeu2T6cURrmtfA  ...                   None\n",
            "14  StwSaJ4FEeuGdiurpJImQg  ...                   None\n",
            "15  QasI1J4FEeuhkY9FCrRbyA  ...                   None\n",
            "16  KDUZvJ4FEeunx5fPX6NFfg  ...                   None\n",
            "17  _8Ih5p4EEeu1dbdhhwfN2A  ...                   None\n",
            "18  zXKyCp4EEeusxcNZB24bXQ  ...                   None\n",
            "19  p0Menp4EEeuFdIsycW-ZRg  ...                   None\n",
            "20  dFUOUp4EEeuGP-N2dORqFA  ...                   None\n",
            "21  UJ_JNJ4EEeubTAeOlwa2Pg  ...                   None\n",
            "22  RMwm6J4EEeuC1k-tj0sYPg  ...                   None\n",
            "23  FnsVsJ4EEeu92-de8S6Gug  ...                   None\n",
            "24  hsac8J4DEeuPqPOwAl2ohg  ...                   None\n",
            "25  ZD0Q9p4DEeuhhYPwlM_j-g  ...                   None\n",
            "26  _T3kUp4CEeu1aEvn6DbLoA  ...                   None\n",
            "27  3xAtMp4CEeuqDG8l5uyUIA  ...                   None\n",
            "28  143pCp4CEeu3csde6NHUwA  ...                   None\n",
            "29  0BB3JJ4CEeuqMJ_O5XSL4w  ...                   None\n",
            "30  tiaxPp4CEeuGZXeUP2Sx9Q  ...                   None\n",
            "31  pYMBjp4CEeud5kMHpmhGOg  ...                   None\n",
            "32  niUehp4CEeuPUoPctMs_tA  ...                   None\n",
            "33  kSlhpp4CEeu-MTNJdEiK3Q  ...                   None\n",
            "34  sCA_KFCAEeuR__s3jQ87kg  ...                   None\n",
            "35  rtJV1FCAEeuuky_Qx5DGfQ  ...                   None\n",
            "36  rh99ulCAEeuyxa_QGcM_nA  ...                   None\n",
            "37  rBhjxFCAEeuXRNP3L0REEA  ...                   None\n",
            "38  quuXHlCAEeuFK4OyAn7ITA  ...                   None\n",
            "39  qhhkrFCAEeufWUMYB8MrUQ  ...                   None\n",
            "40  qQp_glCAEeuukpdGWUWvtQ  ...                   None\n",
            "41  p71R6lCAEeuXL4v4Wn5m9A  ...                   None\n",
            "42  p4gVylCAEeuo9n81SV1q8Q  ...                   None\n",
            "43  ptWWPlCAEeuRzQ8vSiU_kg  ...                   None\n",
            "44  paQUmFCAEeumb_-KVpB3Lg  ...                   None\n",
            "45  pFeTTlCAEeuLbe8SEQ2Gng  ...                   None\n",
            "46  oumTaFCAEeuDOTt-CH9RGw  ...                   None\n",
            "47  os3nlFCAEeuDx8e7pN1t9A  ...                   None\n",
            "48  oToKrFCAEeu0YGsUXUinFQ  ...                   None\n",
            "49  oIbf9FCAEeuXIPvzGmEubQ  ...                   None\n",
            "50  nhVZlFCAEeuCY2unO0YaDA  ...                   None\n",
            "51  nKs2llCAEeu521szXq4ueA  ...                   None\n",
            "\n",
            "[52 rows x 20 columns]\n",
            "offset: 0\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   F8jukqO4Eeu0S0O5DZRYaQ  ...                   None\n",
            "1   EeGZ8qO4EeubD4fbYgctFA  ...                   None\n",
            "2   AQSefKO4Eeu9rQ_NjZOAHw  ...                   None\n",
            "3   9ka-1KO3Eeu7qK8elXvUOQ  ...                   None\n",
            "4   nTVuTqO3EeuN81d-zE7kQA  ...                   None\n",
            "..                     ...  ...                    ...\n",
            "67  dJvDlqGOEeudlVv703g9Xg  ...                   None\n",
            "68  avlfTKGOEeuITe-CGMFh9A  ...                   None\n",
            "69  Sh3xwKGOEeusN19vIKSjzA  ...                   None\n",
            "70  McmiGKGOEeuIQVOYDkZxAA  ...                   None\n",
            "71  yo1r9FejEeuiXN8jI25hdw  ...                   None\n",
            "\n",
            "[72 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   F8gcwqYwEeug199PTqbRsQ  ...                   None\n",
            "1   ERXM2qYwEeuu0__5b1cx5g  ...                   None\n",
            "2   Cv8LrqYwEeuu0hsg_kf8lg  ...                   None\n",
            "3   Aui1UKYwEeuJJHtMeVYhxw  ...                   None\n",
            "4   _qiI0KYvEeu5JG8KBZ-E0g  ...                   None\n",
            "..                     ...  ...                    ...\n",
            "72  usxN1KPAEeuR7APLaf9GHg  ...                   None\n",
            "73  i9BQSKPAEeurDiMMNrXqxg  ...                   None\n",
            "74  gufSHKPAEeuso8eAqqtpEA  ...                   None\n",
            "75  euTxYqPAEeuhLtcbpaIm3A  ...                   None\n",
            "76  c_uLXqPAEeu0juPvu6Z8wg  ...                   None\n",
            "\n",
            "[77 rows x 20 columns]\n",
            "offset: 0\n",
            "offset: 0\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   EZzMJqCpEeuxmc8aIsIf5A  ...                   None\n",
            "1   CMe2YKCpEeu4xWfe4hIdLg  ...                   None\n",
            "2   5W43oqCoEeuidgdpIIJURw  ...                   None\n",
            "3   3Ea0dKCoEeuIMG9K6U5oMg  ...                   None\n",
            "4   1H1KjKCoEeu6s5_KksuMkQ  ...                   None\n",
            "5   xzb3YqCmEeuemTdbHyN0cw  ...                   None\n",
            "6   v13GEKCmEeu0UUeV0K6klg  ...                   None\n",
            "7   a2xj4KCmEeuVB5vqNS6eEw  ...                   None\n",
            "8   LZoE-qCmEeue7ZOFhQHFgw  ...                   None\n",
            "9   uc5jQKClEeuzQ_cNIHQN-w  ...                   None\n",
            "10  honrvKClEeuKBfsmxKKMsw  ...                   None\n",
            "11  dkM4EqClEeuZiQ8FtcNmNQ  ...                   None\n",
            "12  b7upoqClEeuWFx8p-PlH4Q  ...                   None\n",
            "13  SLeAfqClEeut3jNI9R2JQw  ...                   None\n",
            "14  QAYKcqClEeuiWkv229EUvQ  ...                   None\n",
            "15  Ga9b5KClEeuKAFceiOiszw  ...                   None\n",
            "16  12T1-qCkEeuU-6Mh7ONpgA  ...                   None\n",
            "17  ziWsHqCkEeuw81caYYxJqQ  ...                   None\n",
            "18  xnOxeKCkEeufzu-5chfk2g  ...                   None\n",
            "19  widlaqCkEeu7Kb_R3PVfcQ  ...                   None\n",
            "20  tYqIqqCkEeu4o6f3kB_79A  ...                   None\n",
            "21  SU1jbp-XEeufhZeSag9QGQ  ...                   None\n",
            "22  LZEd-p-XEeuu6t_JoYKpBg  ...                   None\n",
            "23  wjbXPp-WEeu2ebMMsFyVxQ  ...                   None\n",
            "24  GaJVGJ-VEeuu5Q_bFUyGJA  ...                   None\n",
            "25  FlJgYJ-VEeuypVfC7VJ43Q  ...                   None\n",
            "26  D8W-Sp-VEeu2cpceincPBA  ...                   None\n",
            "27  CYABvJ-VEeuIER8rAce8ug  ...                   None\n",
            "28  9EQr3p-UEeu2b3PtZjP7Mw  ...                   None\n",
            "29  55hzXp-UEeuyka_29LgEvg  ...                   None\n",
            "30  13mL6J-UEeueYU_H3r5otw  ...                   None\n",
            "31  yAdlfJ-UEeud1tOchSkLzA  ...                   None\n",
            "32  vnXlBp-UEeuI2ms4H88Spg  ...                   None\n",
            "33  t5CVdJ-UEeu4KnvoNqRtWA  ...                   None\n",
            "34  mqcxDJ-UEeuu5Gtf_iZ-ZA  ...                   None\n",
            "35  f9B0xJ-UEeuabfti9fC6bA  ...                   None\n",
            "36  dl2ENp-UEeuWjwdAr80WFA  ...                   None\n",
            "37  abir1J-UEeu_MFdaPnxv2w  ...                   None\n",
            "38  WsOJ5p-UEeu24hsDAPwYOw  ...                   None\n",
            "39  S_v3QJ-UEeus8wuPVD1X8g  ...                   None\n",
            "40  KNRl9J-UEeusSZvBX7PA2g  ...                   None\n",
            "41  u-CXVp-TEeu4JkdA6R7zQQ  ...                   None\n",
            "42  ef2e9p-TEeuDj3vSCdi3sg  ...                   None\n",
            "43  b93aWJ-TEeuFPj_p02YJ5A  ...                   None\n",
            "44  zmhJEJ7FEeuqFyshh-l3eQ  ...                   None\n",
            "45  d8hU7J7FEeu89-98l63K1g  ...                   None\n",
            "46  Stn0aJ7FEeuiL5vRJAS1dw  ...                   None\n",
            "47  lu8Rwp7EEeu8m7cZ_SQUjg  ...                   None\n",
            "48  b68Kmp7EEeukW_sXAtVvSQ  ...                   None\n",
            "49  PnQohJ7EEeuRoYMaGi0m0w  ...                   None\n",
            "50  OjsbGp7EEeuKNwcajp77Ug  ...                   None\n",
            "51  MN12lJ7EEeuAmFcgOfpQ6w  ...                   None\n",
            "52  DWAx6J7EEeu-M-vpEAkBGQ  ...                   None\n",
            "53  _kkBsp7DEeujgIP2Q92mcw  ...                   None\n",
            "54  -Nb8Ap7DEeu2Wk_9_6vRcg  ...                   None\n",
            "\n",
            "[55 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   4TBUOqxDEeuXpw9VaTVk-A  ...                   None\n",
            "1   25cIKqxDEeuVhdMT8bTNqQ  ...                   None\n",
            "2   t3mAJqxDEeuLAlN3VL85CA  ...                   None\n",
            "3   hSCEvKxDEeuSLPsidlHp5A  ...                   None\n",
            "4   fOC1sKxDEeuu11v3E-byqg  ...                   None\n",
            "5   dKpjyKxDEeuihuM2cVeUog  ...                   None\n",
            "6   bgmrWqxDEeu77hvAmOxUNQ  ...                   None\n",
            "7   XmNdrqxDEeuJhH9PyyowJg  ...                   None\n",
            "8   M_NBJKxDEeu73HMjAwF-Vg  ...                   None\n",
            "9   _NjeTKxCEeufWeMLCn8Sjg  ...                   None\n",
            "10  9TopoqxCEeuwmrs_lHEVMA  ...                   None\n",
            "11  7Q8uJqxCEeuu0ic85QRm6A  ...                   None\n",
            "12  uGDbwKxCEeuOnbtdpuSfqw  ...                   None\n",
            "13  qWbHnKxCEeuh0NcERmtz3w  ...                   None\n",
            "14  mVw5QKxCEeufVPcElDvJNA  ...                   None\n",
            "15  fWuxZqxCEeufUlfQeycl4Q  ...                   None\n",
            "16  cMC8fKxCEeuzhLO45o_rFA  ...                   None\n",
            "17  aDerGqxCEeu2OW-g1Sn8Zw  ...                   None\n",
            "18  SzpvXKxCEeuYRWOqsjCp9g  ...                   None\n",
            "19  UjAcDqxBEeuP30sdU1IJRw  ...                   None\n",
            "20  GtzsgKuPEeufz4cU3w1LgA  ...                   None\n",
            "21  E0CEeKuPEeu6VldOz8xVgw  ...                   None\n",
            "22  Cp4WUKuPEeuZ6gfaEWg1fA  ...                   None\n",
            "23  81fwLquOEeu8A_eGyb9sHg  ...                   None\n",
            "24  6QK1PKuOEeu6VWufkF6fLA  ...                   None\n",
            "25  1xh04quOEeuhwFMzNPbW_w  ...                   None\n",
            "26  0CWOkKuOEeuHkE8F6hrzlQ  ...                   None\n",
            "27  vpYFOKuOEeu60SdlIk5Xhg  ...                   None\n",
            "28  h-VZ-KuOEeuVhOPXE2xrMg  ...                   None\n",
            "29  Ls3AEquOEeuZ4bff3jJsmg  ...                   None\n",
            "30  KXBl6KuOEeu2IbMcgZA9_A  ...                   None\n",
            "31  Ikmd6KuOEeuqaCPA-R6yYQ  ...                   None\n",
            "32  GSLffKuOEeuVWeugGlMAiw  ...                   None\n",
            "33  -pFclquNEeuRrYctZh1UkA  ...                   None\n",
            "34  5eXpuquNEeubp8czzUph1w  ...                   None\n",
            "35  460wwquNEeuytDvw2PnIJg  ...                   None\n",
            "36  2WgXvKuNEeu6zXMgpm3SQg  ...                   None\n",
            "37  y85ZNquNEeu2HTuFFYuAxA  ...                   None\n",
            "38  he-9aquNEeuoto89sJiHuA  ...                   None\n",
            "39  froqYquNEeuRPO-vafWmyQ  ...                   None\n",
            "40  UQu8hKuNEeueQc9a964pRQ  ...                   None\n",
            "41  NCOiRKuNEeuZ3kcw99META  ...                   None\n",
            "42  KNNp7KuNEeusLhOS1EjV1w  ...                   None\n",
            "43  IeIN5quNEeuRqJ_nMfKoKw  ...                   None\n",
            "44  FqAOOKuNEeuz5APxJKknrg  ...                   None\n",
            "45  EmIxmKuNEeu0elsRn0U3qw  ...                   None\n",
            "46  9rpN3oXNEeuJSCcZzNe2OQ  ...                   None\n",
            "\n",
            "[47 rows x 20 columns]\n",
            "offset: 0\n",
            "Empty DataFrame\n",
            "Columns: []\n",
            "Index: []\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   aeruqLK1EeuRi7swMONS1Q  ...                   None\n",
            "1   wBXrbLK0EeuI21_HNLZtIg  ...                   None\n",
            "2   pqC0oLK0Eeu4Dhe17eSoqQ  ...                   None\n",
            "3   nxq2IrK0Eeu4DV-ryCIeZA  ...                   None\n",
            "4   mZnL1LK0EeuRhQ8HJb_3Tw  ...                   None\n",
            "..                     ...  ...                    ...\n",
            "79  YFJ_sqYyEeub9Gezosb-xQ  ...                   None\n",
            "80  V381kqYyEeuq8pd6wAIxTQ  ...                   None\n",
            "81  Ot_63qYyEeuIRss0ldv_3g  ...                   None\n",
            "82  M9UbDKYyEeucbNMRzGgd9g  ...                   None\n",
            "83  2okg_nrnEeu5MrtLM5EwMg  ...                   None\n",
            "\n",
            "[84 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   c08AVLRCEeusvUNH9ucjbQ  ...                   None\n",
            "1   Z0zmaLRCEeu7JDNsbo2XEw  ...                   None\n",
            "2   YAjx-LRCEeuI4hfLBM2Z5A  ...                   None\n",
            "3   TPuRsLRCEeu1F-Ol-m-sEw  ...                   None\n",
            "4   MBXasLRCEeu_TrOzQl71ZQ  ...                   None\n",
            "5   KIWfJLRCEeuw_2MxMN4KJQ  ...                   None\n",
            "6   G3ociLRCEeu-3x_-A3uakA  ...                   None\n",
            "7   DUxnBrRCEeu7IZcQmIU2xA  ...                   None\n",
            "8   xS8xsLRBEeuXx4eTYmmDFQ  ...                   None\n",
            "9   Xd7IcrRBEeuhORv9PGju9w  ...                   None\n",
            "10  NVXFELN8EeupvSN18CUe7w  ...                   None\n",
            "11  GGtCrrN8EeucYxug7atdlQ  ...                   None\n",
            "12  4go39rN7Eeu-v5tOxRxPlg  ...                   None\n",
            "13  pk9tirN7EeusiN84muzf7g  ...                   None\n",
            "14  mnX-cLN7Eeu8QfNGyn8cbQ  ...                   None\n",
            "15  S9smMrN7EeuMAevQ72l8qQ  ...                   None\n",
            "16  Qs8BnrN7EeushmtbwhHqag  ...                   None\n",
            "17  O0TftrN7Eeu7ZfNxmVurHg  ...                   None\n",
            "18  NUqKZrN7Eeu5HTMzlWBEzg  ...                   None\n",
            "19  FwtPIrN7EeuMACer4jBMZA  ...                   None\n",
            "20  CW8ywLN7Eeu5G5sKPvCatQ  ...                   None\n",
            "21  _YMbUrN6EeuL_-djSLBvBw  ...                   None\n",
            "22  v3vQOLN6Eeu7pT8F6O_jVw  ...                   None\n",
            "23  iG7LLLN6EeudTpu9ec6LIw  ...                   None\n",
            "24  efslBLN6EeupFIfMxEE5Iw  ...                   None\n",
            "25  bVEGjrN6EeuF0GfkVajU3Q  ...                   None\n",
            "26  ZAQ8_rN6EeushNMMVHqYng  ...                   None\n",
            "27  AQPG9rN6EeunMOccWUqBjA  ...                   None\n",
            "28  0dbPVLN5EeupEOu0rd-4yQ  ...                   None\n",
            "29  i00S3LN5Eeul_n-j_wI7GA  ...                   None\n",
            "30  eUtr7LN5Eeu7Wv-11izsSA  ...                   None\n",
            "31  VkgnXLN5Eeuy22N-ynU9yQ  ...                   None\n",
            "32  UgJBbrN5Eeupr19cZQxJrA  ...                   None\n",
            "33  FgnFzrN5EeuloIf0U1T5QA  ...                   None\n",
            "34  xQEBkrN4Eeuy2QcTIRA36Q  ...                   None\n",
            "35  tiv4jrN4Eeuv4fMCJVZE6w  ...                   None\n",
            "36  qDMderN4Eeuy2Pdqaos61A  ...                   None\n",
            "\n",
            "[37 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   Zru8nrdlEeuci0P7iUqCGg  ...                   None\n",
            "1   V1sDhrdlEeuBlScIZCH4ng  ...                   None\n",
            "2   S4UOsrdlEeuPTIOXRqQCzQ  ...                   None\n",
            "3   Kf0uKLdlEeusamPWtKHDhg  ...                   None\n",
            "4   H4UtnLdlEeu3xju_jSL-Ug  ...                   None\n",
            "5   8y2a_rdkEeusZ8uNlmhoJQ  ...                   None\n",
            "6   64qWYrdkEeuE9zOCRcGLyA  ...                   None\n",
            "7   6cpvlrdkEeuFa4MHpFXUvg  ...                   None\n",
            "8   tlpxBrdkEeukijvIR3SV-A  ...                   None\n",
            "9   sTsixLdkEeugr_cqJGUp6Q  ...                   None\n",
            "10  qEArQrdkEeukiY8EioiTXw  ...                   None\n",
            "11  orTd-LdkEeu3mLf2EodMOQ  ...                   None\n",
            "12  ThEQWrdkEeuchUMcpneybA  ...                   None\n",
            "13  M5mmQrdkEeunZ0eedU-L9A  ...                   None\n",
            "14  KtPkCrdkEeu18s_pIsGeKA  ...                   None\n",
            "15  eg73kLdjEeu3xGsfe56laQ  ...                   None\n",
            "16  ckVPeLdjEeunYQ_8SjVGMg  ...                   None\n",
            "17  BFBzcLREEeu3AifiDRWPwQ  ...                   None\n",
            "18  tY9ZzLRDEeuX0BMbfrHRvg  ...                   None\n",
            "19  rP0SzLRDEeu7LctywXtfFw  ...                   None\n",
            "20  lf6zoLRDEeuPNzdaVE4NOg  ...                   None\n",
            "21  ZiHRTrRDEeuUsqMltctTrA  ...                   None\n",
            "22  Q9qzCLRDEeu-50-bykbwBQ  ...                   None\n",
            "23  Nu5mHLRDEeujvwf4a2fA-w  ...                   None\n",
            "24  LbzjSLRDEeu9SoPJtSoQgA  ...                   None\n",
            "25  JnMJCrRDEeu_VG_EeykxWA  ...                   None\n",
            "26  IB37MrRDEeu1L3fksR_9PQ  ...                   None\n",
            "27  DijWhrRDEeu_DrO73OlXag  ...                   None\n",
            "28  Ce1hNrRDEeuFq8-lwSTlmQ  ...                   None\n",
            "29  -1zcjLRCEeuK8aOJSP0Q7Q  ...                   None\n",
            "\n",
            "[30 rows x 20 columns]\n",
            "offset: 0\n",
            "                        id  ... user_info.display_name\n",
            "0   NWgCMLjuEeu5F7Ms0HTm0A  ...                   None\n",
            "1   H0rssLjuEeuGUT-J5sOmSA  ...                   None\n",
            "2   3BYkvrjtEeuIJs8yauIHsQ  ...                   None\n",
            "3   s72-lrjtEeuGUD-hMhaCkw  ...                   None\n",
            "4   mX-hwLjtEeuhN-toiRFxEw  ...                   None\n",
            "5   jcZuVLjtEeuyf9dyjbcz4Q  ...                   None\n",
            "6   iUmA0rjtEeupkTsz3u6WIA  ...                   None\n",
            "7   gHHUPLjtEeu5FddLeMxnxA  ...                   None\n",
            "8   cvaUlrjtEeu5xPPLS82oIA  ...                   None\n",
            "9   5q6ZyrjsEeu5DFs6s_ddGw  ...                   None\n",
            "10  0bgZprjsEeukD1Ov8ouZQw  ...                   None\n",
            "11  syEyhLjsEeut0g_lzbg8dw  ...                   None\n",
            "12  S780UrjrEeuEtofKLoLERg  ...                   None\n",
            "13  Qwp5yrjrEeuqvouZHR3KJg  ...                   None\n",
            "14  1yfXlLjpEeu9VTuxmm0wwQ  ...                   None\n",
            "15  WcfAiLgxEeuMnTMc0ak5qg  ...                   None\n",
            "16  VBtoVrgxEeubMFPReczjlw  ...                   None\n",
            "17  SmU3ELgxEeukk_fkwSABHQ  ...                   None\n",
            "18  RMOf1rgxEeuciRv8iTuBWQ  ...                   None\n",
            "19  5KxSlrgwEeuIm69adsC4jg  ...                   None\n",
            "20  oU_rUrgwEeudt9szlMPhmA  ...                   None\n",
            "21  nYV_vrgwEeuj2zvWrWafgw  ...                   None\n",
            "22  hRPTzLgwEeukczuLHxp_Pg  ...                   None\n",
            "23  TudBnrgwEeu4_8t_CF33mg  ...                   None\n",
            "24  MFPKkLgwEeuHX2MWqk7LYA  ...                   None\n",
            "25  2VEWbLgvEeuEaT-PiRyC6Q  ...                   None\n",
            "26  jcwHBrgvEeuEqOc2ZqNoHA  ...                   None\n",
            "27  Q6cRSLgvEeuHWKvBMr99yg  ...                   None\n",
            "28  EVhOoLgvEeuzk2-usJKMag  ...                   None\n",
            "29  C2HmjLgvEeu1-XNWZRr3Ag  ...                   None\n",
            "30  2J7UxrguEeuybvMePZE9Ag  ...                   None\n",
            "31  hwpGXrguEeuybT--i0UfEw  ...                   None\n",
            "32  gNS6gLguEeu7hU_na0t1gw  ...                   None\n",
            "33  eJeq-LguEeudrzf3iHtSqg  ...                   None\n",
            "34  cEYRbrguEeuHVOOrapEIGQ  ...                   None\n",
            "35  YoPWYLguEeuOY1c5NpzyfA  ...                   None\n",
            "36  A7cpyrguEeuEnr8R6EctYw  ...                   None\n",
            "37  f8rMPLdnEeuPVt_gBwmawg  ...                   None\n",
            "38  egotQrdnEeu4nItH_FeJlA  ...                   None\n",
            "39  cx5JULdnEeukljctlU08VQ  ...                   None\n",
            "40  OgPKHrdnEeuvak-U-I_xYw  ...                   None\n",
            "41  MexuirdnEeuFvTPcw8V6Qw  ...                   None\n",
            "42  GHDHRLdnEeuFu8_iNeLaBA  ...                   None\n",
            "43  3qB2QLdmEeuhX3cSOTCSfQ  ...                   None\n",
            "44  yfyCBrdmEeuauZMUQMbyUA  ...                   None\n",
            "45  aAnfgLdmEeuciesy3mBJXA  ...                   None\n",
            "46  H2xEcLdmEeuFtFNdvcaWVg  ...                   None\n",
            "47  F0AcpLdmEeuF1Nu--UjcmA  ...                   None\n",
            "48  _NwTXrdlEeu_5iPsdokdBg  ...                   None\n",
            "49  txcDGrdlEeuBmWuFqS0Qew  ...                   None\n",
            "50  sJ8uaLdlEeuBWcP95anTjg  ...                   None\n",
            "51  ivbq1LdlEeuYyP8RP4l-8w  ...                   None\n",
            "\n",
            "[52 rows x 20 columns]\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 424
        },
        "id": "ccKvaQBENRky",
        "outputId": "694fcfe4-36c7-45b0-f8b0-a80471032a27"
      },
      "source": [
        "annotations"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<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>type</th>\n",
              "      <th>itemLabel</th>\n",
              "      <th>item</th>\n",
              "      <th>typeLabel</th>\n",
              "      <th>url</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>Q55983715</td>\n",
              "      <td>human</td>\n",
              "      <td>Q5</td>\n",
              "      <td>organisms known by a particular common name</td>\n",
              "      <td>https://europepmc.org/article/MED/29206104</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Q515</td>\n",
              "      <td>New York City</td>\n",
              "      <td>Q60</td>\n",
              "      <td>city</td>\n",
              "      <td>https://europepmc.org/article/MED/29206104</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>Q208511</td>\n",
              "      <td>New York City</td>\n",
              "      <td>Q60</td>\n",
              "      <td>global city</td>\n",
              "      <td>https://europepmc.org/article/MED/29206104</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>Q1093829</td>\n",
              "      <td>New York City</td>\n",
              "      <td>Q60</td>\n",
              "      <td>city of the United States</td>\n",
              "      <td>https://europepmc.org/article/MED/29206104</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>Q1549591</td>\n",
              "      <td>New York City</td>\n",
              "      <td>Q60</td>\n",
              "      <td>big city</td>\n",
              "      <td>https://europepmc.org/article/MED/29206104</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>35</th>\n",
              "      <td>None</td>\n",
              "      <td>damage recognition receptor</td>\n",
              "      <td>Q106908612</td>\n",
              "      <td>None</td>\n",
              "      <td>https://europepmc.org/article/PPR/PPR308216</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>36</th>\n",
              "      <td>None</td>\n",
              "      <td>oral mucosal homeostasis</td>\n",
              "      <td>Q106908629</td>\n",
              "      <td>None</td>\n",
              "      <td>https://europepmc.org/article/PPR/PPR308216</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>37</th>\n",
              "      <td>None</td>\n",
              "      <td>oral mucosal inflammation</td>\n",
              "      <td>Q106908634</td>\n",
              "      <td>None</td>\n",
              "      <td>https://europepmc.org/article/PPR/PPR308216</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>38</th>\n",
              "      <td>None</td>\n",
              "      <td>stromal–immune interaction</td>\n",
              "      <td>Q106908639</td>\n",
              "      <td>None</td>\n",
              "      <td>https://europepmc.org/article/PPR/PPR308216</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>39</th>\n",
              "      <td>None</td>\n",
              "      <td>tissue immunity</td>\n",
              "      <td>Q106908649</td>\n",
              "      <td>None</td>\n",
              "      <td>https://europepmc.org/article/PPR/PPR308216</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>3519 rows × 5 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "         type  ...                                          url\n",
              "0   Q55983715  ...   https://europepmc.org/article/MED/29206104\n",
              "1        Q515  ...   https://europepmc.org/article/MED/29206104\n",
              "2     Q208511  ...   https://europepmc.org/article/MED/29206104\n",
              "3    Q1093829  ...   https://europepmc.org/article/MED/29206104\n",
              "4    Q1549591  ...   https://europepmc.org/article/MED/29206104\n",
              "..        ...  ...                                          ...\n",
              "35       None  ...  https://europepmc.org/article/PPR/PPR308216\n",
              "36       None  ...  https://europepmc.org/article/PPR/PPR308216\n",
              "37       None  ...  https://europepmc.org/article/PPR/PPR308216\n",
              "38       None  ...  https://europepmc.org/article/PPR/PPR308216\n",
              "39       None  ...  https://europepmc.org/article/PPR/PPR308216\n",
              "\n",
              "[3519 rows x 5 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 67
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "PZiWAisSUpy7"
      },
      "source": [
        "annotations.to_csv(\"hypothesis_annotations.csv\")"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "kxanPfT6U3w9"
      },
      "source": [
        "# https://stackoverflow.com/questions/54595285/how-to-use-r-with-google-colaboratory\n",
        "%load_ext rpy2.ipython"
      ],
      "execution_count": 1,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "wO6KLuRJV0Ev",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "b5f33fcd-9f4d-4472-c292-2ac271070ddc"
      },
      "source": [
        "%%R\n",
        "library(dplyr)\n",
        "x <- read.csv(\"hypothesis_annotations.csv\")\n",
        "x[\"X\"] <- NULL\n",
        "print(head(x))\n",
        "hca_annotations = x %>% dplyr::filter(url == \"https://europepmc.org/article/MED/29206104\")\n",
        "\n",
        "abstract_annotations = x %>% dplyr::filter(url != \"https://europepmc.org/article/MED/29206104\")\n",
        "\n"
      ],
      "execution_count": 29,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "       type     itemLabel item                                   typeLabel\n",
            "1 Q55983715         human   Q5 organisms known by a particular common name\n",
            "2      Q515 New York City  Q60                                        city\n",
            "3   Q208511 New York City  Q60                                 global city\n",
            "4  Q1093829 New York City  Q60                   city of the United States\n",
            "5  Q1549591 New York City  Q60                                    big city\n",
            "6  Q1637706 New York City  Q60           city with millions of inhabitants\n",
            "                                         url\n",
            "1 https://europepmc.org/article/MED/29206104\n",
            "2 https://europepmc.org/article/MED/29206104\n",
            "3 https://europepmc.org/article/MED/29206104\n",
            "4 https://europepmc.org/article/MED/29206104\n",
            "5 https://europepmc.org/article/MED/29206104\n",
            "6 https://europepmc.org/article/MED/29206104\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 497
        },
        "id": "UTGbaD6mWCdg",
        "outputId": "166ef83f-cbf1-4529-9150-3717ee476443"
      },
      "source": [
        "%%R\n",
        "library(ggplot2)\n",
        "\n",
        "head(hca_annotations %>% \n",
        "    filter(typeLabel !=\"\") %>%\n",
        "    count(typeLabel, sort = TRUE), 15) %>% \n",
        "    ggplot(aes(x=reorder(typeLabel, -n), y=n)) + \n",
        "    geom_point() + \n",
        "    theme(axis.text.x = element_text(size = 15,angle = 90, vjust = 0.5, hjust=1)) +\n",
        "    ggtitle(\"Wikidata types on annotations of the HCA eLife article\")\n",
        "\n"
      ],
      "execution_count": 48,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n"
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 497
        },
        "id": "B6fcxzDEWf29",
        "outputId": "8e933cbd-9d59-46d9-8797-25f2cb7de77f"
      },
      "source": [
        "%%R\n",
        "head(abstract_annotations %>% \n",
        "    filter(typeLabel !=\"\") %>%\n",
        "    count(typeLabel, sort = TRUE), 15) %>% \n",
        "    ggplot(aes(x=reorder(typeLabel, -n), y=n)) + \n",
        "    geom_point() + \n",
        "    theme(axis.text.x = element_text(size = 15,angle = 90, vjust = 0.5, hjust=1)) +\n",
        "    ggtitle(\"Wikidata types on annotations of the HCA abstract annotations\")\n",
        "\n",
        "# Annotations are unique per article, but not over all articles!\n"
      ],
      "execution_count": 49,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n"
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "MSzvp2j6YW-m",
        "outputId": "6afa46e7-9025-4315-9709-bd152ba5234f",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "%%R\n",
        "head(hca_annotations %>% dplyr::filter(typeLabel == \"cell type\"), 15)"
      ],
      "execution_count": 50,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "      type                    itemLabel       item typeLabel\n",
            "1  Q189118                T-lymphocytes    Q193529 cell type\n",
            "2  Q189118                Purkinje cell   Q1570272 cell type\n",
            "3  Q189118                     myoblast   Q1956694 cell type\n",
            "4  Q189118       hepatic stellate cells   Q1997459 cell type\n",
            "5  Q189118                   brain cell   Q3243699 cell type\n",
            "6  Q189118             endothelial cell  Q11394395 cell type\n",
            "7  Q189118 cancer-associated fibroblast  Q42417562 cell type\n",
            "8  Q189118               nucleated cell  Q47088881 cell type\n",
            "9  Q189118                  neural cell  Q66568342 cell type\n",
            "10 Q189118                    Th2 cells  Q67101694 cell type\n",
            "11 Q189118   mouse embryonic stem cells  Q70060965 cell type\n",
            "12 Q189118              retinal neurons  Q70188529 cell type\n",
            "13 Q189118                   human cell  Q75402508 cell type\n",
            "14 Q189118                  immune cell Q104524156 cell type\n",
            "15 Q189118     inhibitory cortical cell Q105745873 cell type\n",
            "                                          url\n",
            "1  https://europepmc.org/article/MED/29206104\n",
            "2  https://europepmc.org/article/MED/29206104\n",
            "3  https://europepmc.org/article/MED/29206104\n",
            "4  https://europepmc.org/article/MED/29206104\n",
            "5  https://europepmc.org/article/MED/29206104\n",
            "6  https://europepmc.org/article/MED/29206104\n",
            "7  https://europepmc.org/article/MED/29206104\n",
            "8  https://europepmc.org/article/MED/29206104\n",
            "9  https://europepmc.org/article/MED/29206104\n",
            "10 https://europepmc.org/article/MED/29206104\n",
            "11 https://europepmc.org/article/MED/29206104\n",
            "12 https://europepmc.org/article/MED/29206104\n",
            "13 https://europepmc.org/article/MED/29206104\n",
            "14 https://europepmc.org/article/MED/29206104\n",
            "15 https://europepmc.org/article/MED/29206104\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "MZ1Oj0ltYYfq",
        "outputId": "c0543ef7-beb1-4627-ee3a-9f237f306748",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "%%R\n",
        "head(hca_annotations %>% dplyr::filter(typeLabel == \"human\"), 15)"
      ],
      "execution_count": 33,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "  type                itemLabel    item typeLabel\n",
            "1   Q5             Robert Remak  Q62088     human\n",
            "2   Q5           Rudolf Virchow  Q76432     human\n",
            "3   Q5          Theodor Schwann  Q76745     human\n",
            "4   Q5 Matthias Jacob Schleiden  Q76747     human\n",
            "5   Q5             Robert Hooke  Q46830     human\n",
            "6   Q5   Santiago Ramón y Cajal Q150526     human\n",
            "7   Q5            Ronald Fisher Q216723     human\n",
            "8   Q5        Jorge Luis Borges    Q909     human\n",
            "9   Q5            Camillo Golgi Q150630     human\n",
            "                                         url\n",
            "1 https://europepmc.org/article/MED/29206104\n",
            "2 https://europepmc.org/article/MED/29206104\n",
            "3 https://europepmc.org/article/MED/29206104\n",
            "4 https://europepmc.org/article/MED/29206104\n",
            "5 https://europepmc.org/article/MED/29206104\n",
            "6 https://europepmc.org/article/MED/29206104\n",
            "7 https://europepmc.org/article/MED/29206104\n",
            "8 https://europepmc.org/article/MED/29206104\n",
            "9 https://europepmc.org/article/MED/29206104\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ALGNt95IYiyv",
        "outputId": "19b1d532-7afe-48e0-fe34-80569b1bd1a7",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "%%R\n",
        "head(abstract_annotations %>% dplyr::filter(typeLabel == \"cell type\"), 15)"
      ],
      "execution_count": 26,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "    X    type              itemLabel       item typeLabel\n",
            "1   7 Q189118               monocyte    Q107244 cell type\n",
            "2   9 Q189118             macrophage    Q184204 cell type\n",
            "3  10 Q189118                 B-cell    Q188930 cell type\n",
            "4  11 Q189118          T-lymphocytes    Q193529 cell type\n",
            "5  15 Q189118             hepatocyte    Q827450 cell type\n",
            "6  21 Q189118 hepatic stellate cells   Q1997459 cell type\n",
            "7  22 Q189118       endothelial cell  Q11394395 cell type\n",
            "8  31 Q189118           NK-like cell Q104514469 cell type\n",
            "9  32 Q189118          resident cell Q104514674 cell type\n",
            "10  4 Q189118                 neuron     Q43054 cell type\n",
            "11 12 Q189118              astrocyte    Q502961 cell type\n",
            "12 19 Q189118        oligodendrocyte    Q916698 cell type\n",
            "13  4 Q189118             blood cell    Q211709 cell type\n",
            "14 14 Q189118           stromal cell   Q4381253 cell type\n",
            "15 17 Q189118       trophoblast cell  Q66589800 cell type\n",
            "                                          url\n",
            "1  https://europepmc.org/article/MED/30348985\n",
            "2  https://europepmc.org/article/MED/30348985\n",
            "3  https://europepmc.org/article/MED/30348985\n",
            "4  https://europepmc.org/article/MED/30348985\n",
            "5  https://europepmc.org/article/MED/30348985\n",
            "6  https://europepmc.org/article/MED/30348985\n",
            "7  https://europepmc.org/article/MED/30348985\n",
            "8  https://europepmc.org/article/MED/30348985\n",
            "9  https://europepmc.org/article/MED/30348985\n",
            "10 https://europepmc.org/article/MED/30096314\n",
            "11 https://europepmc.org/article/MED/30096314\n",
            "12 https://europepmc.org/article/MED/30096314\n",
            "13 https://europepmc.org/article/MED/30429548\n",
            "14 https://europepmc.org/article/MED/30429548\n",
            "15 https://europepmc.org/article/MED/30429548\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "lFCA3-V3bNfW",
        "outputId": "0d63c262-fba1-4bd4-cd85-26ef2b8d5bf5",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 497
        }
      },
      "source": [
        "%%R\n",
        "#install.packages(\"gplots\")\n",
        "library(gplots)\n",
        "\n",
        "hca_cells = hca_annotations %>% dplyr::filter(typeLabel == \"cell type\")\n",
        "abstract_cells = abstract_annotations %>% dplyr::filter(typeLabel == \"cell type\") \n",
        "set.seed(20190708)\n",
        "genes <- paste(\"gene\",1:1000,sep=\"\")\n",
        "x <- list(\n",
        "  A = hca_cells %>% pull(itemLabel), \n",
        "  B = abstract_cells %>% pull(itemLabel)\n",
        "  )\n",
        "v.table <- venn(x)"
      ],
      "execution_count": 63,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n"
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "LU1Vzaobdi0q",
        "outputId": "d204b446-41fa-4412-9210-3ea95c5137fd",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "%%R\n",
        "intersections = (attr(v.table,\"intersections\"))\n",
        "\n",
        "print(intersections$`A:B`)"
      ],
      "execution_count": 70,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            " [1] \"T-lymphocytes\"          \"Purkinje cell\"          \"hepatic stellate cells\"\n",
            " [4] \"endothelial cell\"       \"Th2 cells\"              \"human cell\"            \n",
            " [7] \"immune cell\"            \"B-cell\"                 \"T helper cell\"         \n",
            "[10] \"Naive T cell\"           \"epithelial cell\"        \"neuron\"                \n",
            "[13] \"plasma cell\"            \"megakaryocyte\"          \"progenitor cell\"       \n",
            "[16] \"stromal cell\"           \"flow-sorted cell\"      \n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "CCZglKo-cgkL",
        "outputId": "488315b8-6426-4e3a-a3b4-16674ce0b295",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "%%R\n",
        "hca_cells"
      ],
      "execution_count": 64,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "      type                                     itemLabel       item typeLabel\n",
            "1  Q189118                                 T-lymphocytes    Q193529 cell type\n",
            "2  Q189118                                 Purkinje cell   Q1570272 cell type\n",
            "3  Q189118                                      myoblast   Q1956694 cell type\n",
            "4  Q189118                        hepatic stellate cells   Q1997459 cell type\n",
            "5  Q189118                                    brain cell   Q3243699 cell type\n",
            "6  Q189118                              endothelial cell  Q11394395 cell type\n",
            "7  Q189118                  cancer-associated fibroblast  Q42417562 cell type\n",
            "8  Q189118                                nucleated cell  Q47088881 cell type\n",
            "9  Q189118                                   neural cell  Q66568342 cell type\n",
            "10 Q189118                                     Th2 cells  Q67101694 cell type\n",
            "11 Q189118                    mouse embryonic stem cells  Q70060965 cell type\n",
            "12 Q189118                               retinal neurons  Q70188529 cell type\n",
            "13 Q189118                                    human cell  Q75402508 cell type\n",
            "14 Q189118                                   immune cell Q104524156 cell type\n",
            "15 Q189118                      inhibitory cortical cell Q105745873 cell type\n",
            "16 Q189118 mouse hematopoietic stem and progenitor cells Q106111545 cell type\n",
            "17 Q189118        hematopoietic stem and progenitor cell Q106205929 cell type\n",
            "18 Q189118                subcutaneous adipose stem cell Q106259491 cell type\n",
            "19 Q189118                                        B-cell    Q188930 cell type\n",
            "20 Q189118                                     adipocyte    Q357519 cell type\n",
            "21 Q189118                                dendritic cell    Q506253 cell type\n",
            "22 Q189118                                 T helper cell    Q632518 cell type\n",
            "23 Q189118                                     Syncytium    Q844460 cell type\n",
            "24 Q189118                           embryonic stem cell   Q1151519 cell type\n",
            "25 Q189118                         neoplastic stem cells   Q1638475 cell type\n",
            "26 Q189118                       myeloid progenitor cell   Q2944073 cell type\n",
            "27 Q189118                                  Naive T cell   Q6959842 cell type\n",
            "28 Q189118                               epithelial cell  Q15176415 cell type\n",
            "29 Q189118                            hematopoietic cell  Q66590256 cell type\n",
            "30 Q189118                              mouse Th17 cells Q106111670 cell type\n",
            "31 Q189118                                stem-like cell Q106235441 cell type\n",
            "32 Q189118                     neutrophil precursor cell Q106259131 cell type\n",
            "33 Q189118                tumor-infiltrating immune cell Q106291872 cell type\n",
            "34 Q189118                                        neuron     Q43054 cell type\n",
            "35 Q189118                                        zygote    Q170145 cell type\n",
            "36 Q189118                                   plasma cell    Q250694 cell type\n",
            "37 Q189118                                bipolar neuron    Q690588 cell type\n",
            "38 Q189118                              T helper 17 cell    Q768227 cell type\n",
            "39 Q189118                                 megakaryocyte    Q821701 cell type\n",
            "40 Q189118                          retina bipolar cells    Q864951 cell type\n",
            "41 Q189118                               progenitor cell   Q1896218 cell type\n",
            "42 Q189118                                   cancer cell   Q4118072 cell type\n",
            "43 Q189118                                  stromal cell   Q4381253 cell type\n",
            "44 Q189118                          enteroendocrine cell   Q5380231 cell type\n",
            "45 Q189118                          skeletal muscle cell  Q66505052 cell type\n",
            "46 Q189118                          mouse dendritic cell Q104416146 cell type\n",
            "47 Q189118                              flow-sorted cell Q104529381 cell type\n",
            "48 Q189118                            resident stem cell Q106259513 cell type\n",
            "                                          url\n",
            "1  https://europepmc.org/article/MED/29206104\n",
            "2  https://europepmc.org/article/MED/29206104\n",
            "3  https://europepmc.org/article/MED/29206104\n",
            "4  https://europepmc.org/article/MED/29206104\n",
            "5  https://europepmc.org/article/MED/29206104\n",
            "6  https://europepmc.org/article/MED/29206104\n",
            "7  https://europepmc.org/article/MED/29206104\n",
            "8  https://europepmc.org/article/MED/29206104\n",
            "9  https://europepmc.org/article/MED/29206104\n",
            "10 https://europepmc.org/article/MED/29206104\n",
            "11 https://europepmc.org/article/MED/29206104\n",
            "12 https://europepmc.org/article/MED/29206104\n",
            "13 https://europepmc.org/article/MED/29206104\n",
            "14 https://europepmc.org/article/MED/29206104\n",
            "15 https://europepmc.org/article/MED/29206104\n",
            "16 https://europepmc.org/article/MED/29206104\n",
            "17 https://europepmc.org/article/MED/29206104\n",
            "18 https://europepmc.org/article/MED/29206104\n",
            "19 https://europepmc.org/article/MED/29206104\n",
            "20 https://europepmc.org/article/MED/29206104\n",
            "21 https://europepmc.org/article/MED/29206104\n",
            "22 https://europepmc.org/article/MED/29206104\n",
            "23 https://europepmc.org/article/MED/29206104\n",
            "24 https://europepmc.org/article/MED/29206104\n",
            "25 https://europepmc.org/article/MED/29206104\n",
            "26 https://europepmc.org/article/MED/29206104\n",
            "27 https://europepmc.org/article/MED/29206104\n",
            "28 https://europepmc.org/article/MED/29206104\n",
            "29 https://europepmc.org/article/MED/29206104\n",
            "30 https://europepmc.org/article/MED/29206104\n",
            "31 https://europepmc.org/article/MED/29206104\n",
            "32 https://europepmc.org/article/MED/29206104\n",
            "33 https://europepmc.org/article/MED/29206104\n",
            "34 https://europepmc.org/article/MED/29206104\n",
            "35 https://europepmc.org/article/MED/29206104\n",
            "36 https://europepmc.org/article/MED/29206104\n",
            "37 https://europepmc.org/article/MED/29206104\n",
            "38 https://europepmc.org/article/MED/29206104\n",
            "39 https://europepmc.org/article/MED/29206104\n",
            "40 https://europepmc.org/article/MED/29206104\n",
            "41 https://europepmc.org/article/MED/29206104\n",
            "42 https://europepmc.org/article/MED/29206104\n",
            "43 https://europepmc.org/article/MED/29206104\n",
            "44 https://europepmc.org/article/MED/29206104\n",
            "45 https://europepmc.org/article/MED/29206104\n",
            "46 https://europepmc.org/article/MED/29206104\n",
            "47 https://europepmc.org/article/MED/29206104\n",
            "48 https://europepmc.org/article/MED/29206104\n"
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