datasetautoscan.ipynb

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    "colab": {
      "name": "datasetautoscan.ipynb",
      "provenance": [],
      "collapsed_sections": [],
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    }
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  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/ekaminuma/ROIS-DS-JOINT/blob/master/datasetautoscan.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "TZXmspmXntqH",
        "colab_type": "text"
      },
      "source": [
        "###ROIS-DS-JOINT 2019年度成果プログラム\n",
        "## **DatasetAutoScan（キーワードによるデータセットWeb Scraping）**\n",
        "\n",
        "2020/1/30\n",
        "####神沼英里(東京医科歯科大学 医療データ科学推進室)\n",
        "---\n",
        "####**概要**\n",
        "\n",
        "提案手法である医療アクセス制限研究のオープンデータ順位付けは、全工程が手作業のため高コストである。工程の一部でも自動処理が出来れば、運用がし易い。開発した「DatasetAutoScan」は、Google Dataset Searchのキーワード検索結果からURL情報を抜き出しfigshareのオープンデータを取得するまでを自動処理するLinux+Pythonプログラムである。最初のキーワードに疾患名を入力すると、Figshareのオープンデータを収集する。\n",
        "\n",
        "####**処理手順**\n",
        "\n",
        "- [1]. Google Dataset Searchのキーワード検索と結果保存（キーワード例：Diabetes）\n",
        "- [2]. キーワード検索結果からURLのみ抽出\n",
        "- [3]. URLリストからhttps://figshare.com/のみ抽出\n",
        "- [4]. figshare.comのサイトからダウンロードURLを取得\n",
        "- [5]. データファイル(csv,xlsx等)を取得する。\n",
        "\n",
        "####**試行結果**\n",
        "\n",
        "疾患キーワード毎のGoogle Dataset Searchヒット数とFigshare URL数の例\n",
        "\n",
        "  - 「脳卒中　apoplexy」 : GDS 97件 => Figshare URL 8件\n",
        "  - 「脊髄小脳変性症：spinocerebellar degeneration」 : GDS 3件 => Figshare URL 0件\n",
        "\n",
        "####**注意**\n",
        "\n",
        "Figshare以外の使用を考えないならば、GDSを介さずに直接Figshareの検索エンジンを使う事を利用者は考えるかもしれません。しかしFigshareのキーワード検索を試してみた所、GDS程の実用的な検索結果が得られませんでした。 \n",
        "\n",
        "####**参考情報**\n",
        "\n",
        "- Google Dataset Search＝データセットを対象とするGoogleの検索サービス(約2500万データセットを提供) \n",
        "- Figshare.com＝研究成果を共有するオープンアクセスリポジトリ\n",
        "\n",
        "*************************************************\n",
        "----\n",
        "----"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "W0DmofZPNi74",
        "colab_type": "text"
      },
      "source": [
        "##**[1] Google Dataset Searchのキーワード検索と結果保存**\n",
        "\n",
        "- 1-1:Gooogle Dataset Searchのキーワード検索結果取得\n",
        "- 1-2: Colab DiskへHTMLファイルを書き込み\n",
        "- 1-3: Local PCへGDS検索結果ファイルをダウンロード\n",
        "- 1-4: HTMLの中身を表示\n",
        "^\n",
        "\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "zbmtauBZnp1-",
        "colab_type": "code",
        "outputId": "d76831f6-49cb-4d2d-9107-77ebcd6d47f2",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        }
      },
      "source": [
        "#---[1-1:Gooogle Dataset Searchのキーワード検索結果取得]-----------------------------------------------------\n",
        "#\n",
        "# web_cmdの[query=]の後にキーワードを記入して下さい。 　\n",
        "#\n",
        "# query=Heart%20disease [心疾患]\n",
        "# query=diabetes [糖尿病]\n",
        "# query=apoplexy [脳卒中]\n",
        "#  :\n",
        "#\n",
        "#-------------------------------------------------------------\n",
        "# <Response [200]>と表示されれば成功\n",
        "#--------------------------------------------------------------\n",
        "import requests\n",
        "\n",
        "web_cmd='https://datasetsearch.research.google.com/search?query=apoplexy'\n",
        "\n",
        "geturl = requests.get(web_cmd)\n",
        "print(geturl)\n"
      ],
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "<Response [200]>\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Q6U7oCmp7kRp",
        "colab_type": "code",
        "outputId": "de61f59d-947d-48dd-bf1f-a3850726b69c",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 70
        }
      },
      "source": [
        "#---[1-2: Colab DiskへHTMLファイルを書き込み]------------------------------\n",
        "#\n",
        "#------------------------------------\n",
        "with open('url_test1.htm', 'w') as f0:\n",
        "  f0.write(geturl.text)\n",
        "\n",
        "!ls -l   "
      ],
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "total 352\n",
            "drwxr-xr-x 1 root root   4096 May  4 16:26 sample_data\n",
            "-rw-r--r-- 1 root root 352458 May  7 00:50 url_test1.htm\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "K47xA1NZ706K",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "#---[1-3: Local PCへGDS検索結果ファイルをダウンロード]------------------------------\n",
        "#\n",
        "# ColabからLocal PCへurl_test1.htmをダウンロード\n",
        "#\n",
        "#------------------------------------\n",
        "from google.colab import files\n",
        "\n",
        "files.download('url_test1.htm')"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "zfW8Ygu3x2Fi",
        "colab_type": "code",
        "outputId": "d2b88ecc-2d2d-44a9-bd2b-84626d0c2ac5",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 215
        }
      },
      "source": [
        "#---[1-4:htmlの中身確認]------------------------------\n",
        "#　\n",
        "# 保存したhtmlファイルの中身を確認する。\n",
        "#------------------------------------------------------\n",
        "!head url_test1.htm"
      ],
      "execution_count": 3,
      "outputs": [
        {
          "output_type": "stream",
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            "\n",
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50px;margin-bottom:-5px}.Dmv2Tb{letter-spacing:.01785714em;font-family:Roboto,Arial,sans-serif;font-size:.875rem;font-weight:500;line-height:1.25rem;color:#1a73e8;margin-top:18px;margin-left:15px;background-color:inherit}.Dmv2Tb:hover{cursor:pointer}.ZaqXIe{display:block;height:100%;width:100%;overflow-x:auto;overflow-y:hidden}.SxWeZe{letter-spacing:.0125em;font-family:Roboto,Arial,sans-serif;font-size:1rem;font-weight:500;line-height:1.5rem}.B4Ef{color:#1a73e8;font-family:'Google Sans',Roboto,Arial,sans-serif;font-size:1.125rem;font-weight:400;letter-spacing:0;line-height:1.5rem}.QCRhVe{font-family:'Google Sans',Roboto,Arial,sans-serif;font-size:1.125rem;font-weight:400;letter-spacing:0;line-height:1.5rem;padding:30px 10px 20px 20px;color:#202124;margin:0 auto;width:fit-content}.eunMq{color:#202124;letter-spacing:.00625em;font-family:Roboto,Arial,sans-serif;font-size:1rem;font-weight:400;line-height:1.5rem}.foClme{height:-webkit-calc(100% - 20px);height:calc(100% - 20px);width:100%;min-width:unset;margin-top:10px;display:inline-block;overflow-y:hidden;background-color:#ffffff;border-top-width:1px;border-top-color:#dddddd;border-top-style:solid;padding-top:0}.RtnJ1d{margin-top:10px;padding:10px 0 0 0;margin-left:0;border-style:solid;border-color:rgba(0,0,0,0.1);border-width:1px 0 0 0;width:100%}.aMTrYd{letter-spacing:.00625em;font-family:Roboto,Arial,sans-serif;font-size:1rem;font-weight:400;line-height:1.5rem}.vcXxY{font-weight:bold;color:#202124}.EF4C4c{font-weight:normal;color:#5f6368}h1,h2,h3,h4,h5,h6{letter-spacing:.00625em;font-family:Roboto,Arial,sans-serif;font-size:1rem;font-weight:400;line-height:1.5rem;color:#202124}a{color:#1a73e8;letter-spacing:.01428571em;font-family:Roboto,Arial,sans-serif;font-size:.875rem;font-weight:400;line-height:1.25rem}p,li,ul,strong{letter-spacing:.01428571em;font-family:Roboto,Arial,sans-serif;font-size:.875rem;font-weight:400;line-height:1.25rem;color:#202124}img{max-width:100%}sentinel{}\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "6jU4_GZ4ZWcX",
        "colab_type": "text"
      },
      "source": [
        "---\n",
        "---\n",
        "##**[2] キーワード検索結果からURL抽出**\n",
        "\n",
        "\n",
        "- 2-1: HTMLファイルからURLを正規表現(https://)で抽出\n",
        "- 2-2: URLのsortとuniue化処理\n",
        "- 2-3:URLリストを表示\n",
        "- 2-4:URLリストをColabディスクに保存\n",
        "- 2-5:URLリストをLocal PCへダウンロード"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "thxacLje-B3v",
        "colab_type": "code",
        "outputId": "add37966-d28f-42ed-f367-dca07c73d7d4",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 73
        }
      },
      "source": [
        "#---------[2-1: HTMLファイルからURLを正規表現(https://)で抽出]-----------------------------\n",
        "# -*- coding: utf-8 -*-\n",
        "# HTMLファイルの中身から、URLのみ抽出。\n",
        "#\n",
        "# HTMLのタグ構造でURLを取得できないので、\n",
        "# BeautifulSoupを使わず、正規表現でURLを取得する。\n",
        "#------------------------------------------------------------------------\n",
        "import re\n",
        " \n",
        "pattern = \"https?://[\\w/:%#\\$&\\?\\(\\)~\\.=\\+\\-]+\"\n",
        " \n",
        "url_list = re.findall(pattern, geturl.text)\n",
        "print(url_list)\n",
        "print('LIST LENGTH=%d' % len(url_list))"
      ],
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "['https://datasetsearch.research.google.com/', 'https://datasetsearch.research.google.com/search', 'https://www.gstatic.com/_/mss/boq-dataset-search/_/ss/k=boq-dataset-search.ResearchSciencesearchDesktopUi.LL28nv8USFM.L.W.O/am=AlE/d=1/ed=1/ct=zgms/rs=ADoVvm_wp-Vs3UPfe69XULB16pzlaABfxQ/m=immersiveview', 'https://www.gstatic.com/_/mss/boq-dataset-search/_/js/k=boq-dataset-search.ResearchSciencesearchDesktopUi.en_US.mwF6bW5w0XY.es5.O/am=AlE/d=1/excm=_b', 'https://www.gstatic.com/images/branding/googlelogo/svg/googlelogo_clr_74x24px.svg', 'https://www.gstatic.com/images/branding/googlelogo/svg/googlelogo_light_clr_74x24px.svg', 'https://www.gstatic.com/images/branding/googlelogo/svg/googlelogo_dark_clr_74x24px.svg', 'https://www.gstatic.com/images/branding/googlelogo/svg/googlelogo_dark_clr_74x24px.svg', 'https://www.gstatic.com/images/branding/googlelogo/svg/googlelogo_light_clr_74x24px.svg', 'https://lh3.googleusercontent.com/ogw/default-user=s24)', 'https://lh3.googleusercontent.com/ogw/default-user=s96)', 'https://lh3.googleusercontent.com/ogw/default-user=s24)', 'https://lh3.googleusercontent.com/ogw/default-user=s96)', 'https://apis.google.com', 'https://www.gstatic.com/og/_/js/k=og.qtm.en_US.sdX7eYboDQI.O/rt=j/m=q_d', 'https://www.gstatic.com/og/_/ss/k=og.qtm.-1ja76zl7zruhx.L.X.O/m=q_sf', 'https://www.google.com', 'http://www.w3.org/2000/svg', 'http://www.w3.org/2000/svg', 'http://www.w3.org/2000/svg', 'https://www.google.com/intl/en/about/products', 'https://myaccount.google.com/?utm_source=OGB&amp', 'https://www.google.com/webhp', 'https://maps.google.com/maps?hl=en', 'https://www.youtube.com/?gl=US', 'https://play.google.com/?hl=en', 'https://news.google.com/nwshp?hl=en', 'https://mail.google.com/mail/', 'https://contacts.google.com/?hl=en', 'https://drive.google.com/', 'https://www.google.com/calendar', 'https://translate.google.com/?hl=en', 'https://photos.google.com/?pageId=none', 'https://duo.google.com/?usp=duo_ald', 'https://www.google.com/chrome/?brand=CHZO&amp', 'https://www.google.com/shopping?hl=en&amp', 'https://www.google.com/finance', 'https://docs.google.com/document/?usp=docs_alc', 'https://docs.google.com/spreadsheets/?usp=sheets_alc', 'https://docs.google.com/presentation/?usp=slides_alc', 'https://books.google.com/bkshp?hl=en', 'https://www.blogger.com/', 'https://hangouts.google.com/', 'https://keep.google.com/', 'https://jamboard.google.com/?usp=jam_ald', 'https://earth.google.com/web/', 'https://www.google.com/save', 'https://artsandculture.google.com/?hl=en', 'https://www.google.com/intl/en/about/products', 'https://accounts.google.com/ServiceLogin?passive=1209600&amp', 'https://datasetsearch.research.google.com/search?query%3Dapoplexy&amp', 'https://datasetsearch.research.google.com/search?query%3Dapoplexy', 'https://www.gstatic.com/images/icons/material/system/1x/search_black_24dp.png', 'https://fonts.googleapis.com/css?family=Google+Sans', 'https://fonts.googleapis.com/icon?family=Material+Icons+Extended', 'https://encrypted-tbn3.gstatic.com/images?q=tbn:ANd9GcQwbWxksazyBm5wWpa762MATxhA0PLos8kVXd9ri2NhG61Uxkd1', 'https://encrypted-tbn3.gstatic.com/images?q=tbn:ANd9GcQwbWxksazyBm5wWpa762MATxhA0PLos8kVXd9ri2NhG61Uxkd1', 'https://www.gstatic.com/images/icons/material/system/svg/search_48px.svg', 'https://developers.google.com/search/docs/data-types/dataset', 'https://www.gstatic.com/images/icons/material/system/1x/clear_black_24dp.png', 'https://www.gstatic.com/kpui/social/fb_32x32.png', 'https://www.gstatic.com/kpui/social/twitter_32x32.png', 'https://www.gstatic.com/images/icons/material/system/1x/mail_grey600_24dp.png', 'https://doi.org/10.1590/2359-3997000000047', 'https://scielo.figshare.com/articles/Pituitary_apoplexy_pathophysiology_diagnosis_and_management/7511510/1', 'https://scielo.figshare.com/articles/Pituitary_apoplexy_pathophysiology_diagnosis_and_management/7511510/1', 'https://scielo.figshare.com/articles/Pituitary_apoplexy_pathophysiology_diagnosis_and_management/7511510/1', 'https://doi.org/10.6084/m9.figshare.7511510.v1', 'https://doi.org/10.6084/m9.figshare.7511510.v1', 'https://creativecommons.org/licenses/by/4.0/', 'https://creativecommons.org/licenses/by/4.0/', 'https://scielo.figshare.com/articles/Pituitary_apoplexy_pathophysiology_diagnosis_and_management/7511510/1', 'https://doi.org/10.1590/2359-3997000000047', 'https://doi.org/10.1590/2359-3997000000047', 'https://scielo.figshare.com/articles/Pituitary_apoplexy_pathophysiology_diagnosis_and_management/7511510/1#__sid', 'https://www.omicsdi.org/dataset/pride/PRD000582', 'http://www.omicsdi.org/dataset/pride/PRD000582', 'https://www.omicsdi.org/dataset/pride/PRD000582#__sid', 'https://figshare.com/articles/Apoplexy_cerebrovascular_disease_and_stroke_Historical_evolution_of_terms_and_definitions/5772570/1', 'https://doi.org/10.1590/1980-57642016dn11-040016', 'https://doi.org/10.1590/1980-57642016dn11-040016', 'https://figshare.com/articles/Apoplexy_cerebrovascular_disease_and_stroke_Historical_evolution_of_terms_and_definitions/5772570/1#__sid', 'https://www.omicsdi.org/dataset/pride/PXD000015', 'http://www.omicsdi.org/dataset/pride/PXD000015', 'https://www.omicsdi.org/dataset/pride/PXD000015#__sid', 'https://scielo.figshare.com/articles/Bilateral_acute_visual_loss_from_Rathke_s_cleft_cyst_apoplexy_in_a_patient_with_dengue_fever/7101689/1', 'https://doi.org/10.5935/0004-2749.20140083', 'https://doi.org/10.5935/0004-2749.20140083', 'https://scielo.figshare.com/articles/Bilateral_acute_visual_loss_from_Rathke_s_cleft_cyst_apoplexy_in_a_patient_with_dengue_fever/7101689/1#__sid', 'http://digitalcommons.us/dataset/1999', 'http://digitalcommons.us/dataset/1999#__sid', 'https://figshare.com/articles/Physiological_Changes_in_Green_Stems_of_i_Vitis_vinifera_i_L_cv_Chardonnay_in_Response_to_Esca_Proper_and_Apoplexy_Revealed_by_Proteomic_and_Transcriptomic_Analyses/2566051', 'https://doi.org/10.1021/pr200892g', 'https://doi.org/10.1021/pr200892g', 'https://figshare.com/articles/Physiological_Changes_in_Green_Stems_of_i_Vitis_vinifera_i_L_cv_Chardonnay_in_Response_to_Esca_Proper_and_Apoplexy_Revealed_by_Proteomic_and_Transcriptomic_Analyses/2566051#__sid', 'https://plos.figshare.com/articles/_Incidence_of_PA_in_subgroups_/1557603/1', 'https://doi.org/10.1371/journal.pone.0139088', 'https://doi.org/10.1371/journal.pone.0139088', 'https://plos.figshare.com/articles/_Incidence_of_PA_in_subgroups_/1557603/1#__sid', 'https://explore.openaire.eu/search/publication?articleId', 'https://doi.org/10.1590/S0004-27302013000600012', 'https://explore.openaire.eu/search/publication?articleId', 'https://explore.openaire.eu/search/publication?articleId', 'https://explore.openaire.eu/search/publication?articleId', 'https://explore.openaire.eu/search/publication?articleId', 'https://explore.openaire.eu/search/publication?articleId', 'https://figshare.com/articles/_Surgical_approach_and_postoperative_complications_/1557606/1', 'https://doi.org/10.1371/journal.pone.0139088', 'https://doi.org/10.1371/journal.pone.0139088', 'https://figshare.com/articles/_Surgical_approach_and_postoperative_complications_/1557606/1#__sid', 'https://datamed.org/display-item.php?repository', 'https://omictools.com/24a6ca7b6c5b763f407e27da9e6f9192-dataset', 'https://datamed.org/display-item.php?repository', 'https://explore.openaire.eu/search/publication?articleId', 'https://doi.org/10.18869/acadpub.irjns.1.3.11', 'https://explore.openaire.eu/search/publication?articleId', 'https://researchdata.ands.org.au/reports-inquests/169091', 'https://www.records.nsw.gov.au/', 'https://encrypted-tbn3.gstatic.com/images?q', 'https://researchdata.ands.org.au/reports-inquests/169091#__sid', 'https://scielo.figshare.com/articles/A_review_on_the_diagnosis_and_treatment_of_patients_with_clinically_nonfunctioning_pituitary_adenoma_by_the_Neuroendocrinology_Department_of_the_Brazilian_Society_of_Endocrinology_and_Metabolism/7514726/1', 'https://doi.org/10.1590/2359-3997000000179', 'https://doi.org/10.1590/2359-3997000000179', 'https://scielo.figshare.com/articles/A_review_on_the_diagnosis_and_treatment_of_patients_with_clinically_nonfunctioning_pituitary_adenoma_by_the_Neuroendocrinology_Department_of_the_Brazilian_Society_of_Endocrinology_and_Metabolism/7514726/1#__sid', 'https://researchdata.ands.org.au/172919/172919', 'https://www.records.nsw.gov.au/', 'https://encrypted-tbn3.gstatic.com/images?q', 'https://researchdata.ands.org.au/172919/172919#__sid', 'https://explore.openaire.eu/search/publication?articleId', 'https://scholar.google.com/scholar?q', 'https://explore.openaire.eu/search/publication?articleId']\n",
            "LIST LENGTH=131\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "dWjM6U862rWG",
        "colab_type": "code",
        "outputId": "b5e58d03-2a46-48c7-be64-21a1f11ff845",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        }
      },
      "source": [
        "#-----[2-2: URLのsortとuniue化処理]--------------------------------\n",
        "#\n",
        "# URLのリストをsortして、unique化\n",
        "#\n",
        "#-------------------------------------------------\n",
        "\n",
        "url_list_uniq = list(set(url_list)) \n",
        "url_list2 = sorted(url_list_uniq)\n",
        "print('LIST LENGTH=%d' % len(url_list2))"
      ],
      "execution_count": 9,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "LIST LENGTH=97\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "wMTyIWVnps10",
        "colab_type": "code",
        "outputId": "d90183ce-9190-4317-83d8-62912b5e03bb",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        }
      },
      "source": [
        "#---[2-3:URLリストを表示]------------------------\n",
        "#\n",
        "# URLリストを確認する\n",
        "#---------------------------------\n",
        "import pprint\n",
        "\n",
        "pprint.pprint(url_list2)"
      ],
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "['http://digitalcommons.us/dataset/1999',\n",
            " 'http://digitalcommons.us/dataset/1999#__sid',\n",
            " 'http://www.omicsdi.org/dataset/pride/PRD000582',\n",
            " 'http://www.omicsdi.org/dataset/pride/PXD000015',\n",
            " 'http://www.w3.org/2000/svg',\n",
            " 'https://accounts.google.com/ServiceLogin?passive=1209600&amp',\n",
            " 'https://apis.google.com',\n",
            " 'https://artsandculture.google.com/?hl=en',\n",
            " 'https://books.google.com/bkshp?hl=en',\n",
            " 'https://contacts.google.com/?hl=en',\n",
            " 'https://creativecommons.org/licenses/by/4.0/',\n",
            " 'https://datamed.org/display-item.php?repository',\n",
            " 'https://datasetsearch.research.google.com/',\n",
            " 'https://datasetsearch.research.google.com/search',\n",
            " 'https://datasetsearch.research.google.com/search?query%3Dapoplexy',\n",
            " 'https://datasetsearch.research.google.com/search?query%3Dapoplexy&amp',\n",
            " 'https://developers.google.com/search/docs/data-types/dataset',\n",
            " 'https://docs.google.com/document/?usp=docs_alc',\n",
            " 'https://docs.google.com/presentation/?usp=slides_alc',\n",
            " 'https://docs.google.com/spreadsheets/?usp=sheets_alc',\n",
            " 'https://doi.org/10.1021/pr200892g',\n",
            " 'https://doi.org/10.1371/journal.pone.0139088',\n",
            " 'https://doi.org/10.1590/1980-57642016dn11-040016',\n",
            " 'https://doi.org/10.1590/2359-3997000000047',\n",
            " 'https://doi.org/10.1590/2359-3997000000179',\n",
            " 'https://doi.org/10.1590/S0004-27302013000600012',\n",
            " 'https://doi.org/10.18869/acadpub.irjns.1.3.11',\n",
            " 'https://doi.org/10.5935/0004-2749.20140083',\n",
            " 'https://doi.org/10.6084/m9.figshare.7511510.v1',\n",
            " 'https://drive.google.com/',\n",
            " 'https://duo.google.com/?usp=duo_ald',\n",
            " 'https://earth.google.com/web/',\n",
            " 'https://encrypted-tbn3.gstatic.com/images?q',\n",
            " 'https://encrypted-tbn3.gstatic.com/images?q=tbn:ANd9GcQwbWxksazyBm5wWpa762MATxhA0PLos8kVXd9ri2NhG61Uxkd1',\n",
            " 'https://explore.openaire.eu/search/publication?articleId',\n",
            " 'https://figshare.com/articles/Apoplexy_cerebrovascular_disease_and_stroke_Historical_evolution_of_terms_and_definitions/5772570/1',\n",
            " 'https://figshare.com/articles/Apoplexy_cerebrovascular_disease_and_stroke_Historical_evolution_of_terms_and_definitions/5772570/1#__sid',\n",
            " 'https://figshare.com/articles/Physiological_Changes_in_Green_Stems_of_i_Vitis_vinifera_i_L_cv_Chardonnay_in_Response_to_Esca_Proper_and_Apoplexy_Revealed_by_Proteomic_and_Transcriptomic_Analyses/2566051',\n",
            " 'https://figshare.com/articles/Physiological_Changes_in_Green_Stems_of_i_Vitis_vinifera_i_L_cv_Chardonnay_in_Response_to_Esca_Proper_and_Apoplexy_Revealed_by_Proteomic_and_Transcriptomic_Analyses/2566051#__sid',\n",
            " 'https://figshare.com/articles/_Surgical_approach_and_postoperative_complications_/1557606/1',\n",
            " 'https://figshare.com/articles/_Surgical_approach_and_postoperative_complications_/1557606/1#__sid',\n",
            " 'https://fonts.googleapis.com/css?family=Google+Sans',\n",
            " 'https://fonts.googleapis.com/icon?family=Material+Icons+Extended',\n",
            " 'https://hangouts.google.com/',\n",
            " 'https://jamboard.google.com/?usp=jam_ald',\n",
            " 'https://keep.google.com/',\n",
            " 'https://lh3.googleusercontent.com/ogw/default-user=s24)',\n",
            " 'https://lh3.googleusercontent.com/ogw/default-user=s96)',\n",
            " 'https://mail.google.com/mail/',\n",
            " 'https://maps.google.com/maps?hl=en',\n",
            " 'https://myaccount.google.com/?utm_source=OGB&amp',\n",
            " 'https://news.google.com/nwshp?hl=en',\n",
            " 'https://omictools.com/24a6ca7b6c5b763f407e27da9e6f9192-dataset',\n",
            " 'https://photos.google.com/?pageId=none',\n",
            " 'https://play.google.com/?hl=en',\n",
            " 'https://plos.figshare.com/articles/_Incidence_of_PA_in_subgroups_/1557603/1',\n",
            " 'https://plos.figshare.com/articles/_Incidence_of_PA_in_subgroups_/1557603/1#__sid',\n",
            " 'https://researchdata.ands.org.au/172919/172919',\n",
            " 'https://researchdata.ands.org.au/172919/172919#__sid',\n",
            " 'https://researchdata.ands.org.au/reports-inquests/169091',\n",
            " 'https://researchdata.ands.org.au/reports-inquests/169091#__sid',\n",
            " 'https://scholar.google.com/scholar?q',\n",
            " 'https://scielo.figshare.com/articles/A_review_on_the_diagnosis_and_treatment_of_patients_with_clinically_nonfunctioning_pituitary_adenoma_by_the_Neuroendocrinology_Department_of_the_Brazilian_Society_of_Endocrinology_and_Metabolism/7514726/1',\n",
            " 'https://scielo.figshare.com/articles/A_review_on_the_diagnosis_and_treatment_of_patients_with_clinically_nonfunctioning_pituitary_adenoma_by_the_Neuroendocrinology_Department_of_the_Brazilian_Society_of_Endocrinology_and_Metabolism/7514726/1#__sid',\n",
            " 'https://scielo.figshare.com/articles/Bilateral_acute_visual_loss_from_Rathke_s_cleft_cyst_apoplexy_in_a_patient_with_dengue_fever/7101689/1',\n",
            " 'https://scielo.figshare.com/articles/Bilateral_acute_visual_loss_from_Rathke_s_cleft_cyst_apoplexy_in_a_patient_with_dengue_fever/7101689/1#__sid',\n",
            " 'https://scielo.figshare.com/articles/Pituitary_apoplexy_pathophysiology_diagnosis_and_management/7511510/1',\n",
            " 'https://scielo.figshare.com/articles/Pituitary_apoplexy_pathophysiology_diagnosis_and_management/7511510/1#__sid',\n",
            " 'https://translate.google.com/?hl=en',\n",
            " 'https://www.blogger.com/',\n",
            " 'https://www.google.com',\n",
            " 'https://www.google.com/calendar',\n",
            " 'https://www.google.com/chrome/?brand=CHZO&amp',\n",
            " 'https://www.google.com/finance',\n",
            " 'https://www.google.com/intl/en/about/products',\n",
            " 'https://www.google.com/save',\n",
            " 'https://www.google.com/shopping?hl=en&amp',\n",
            " 'https://www.google.com/webhp',\n",
            " 'https://www.gstatic.com/_/mss/boq-dataset-search/_/js/k=boq-dataset-search.ResearchSciencesearchDesktopUi.en_US.mwF6bW5w0XY.es5.O/am=AlE/d=1/excm=_b',\n",
            " 'https://www.gstatic.com/_/mss/boq-dataset-search/_/ss/k=boq-dataset-search.ResearchSciencesearchDesktopUi.LL28nv8USFM.L.W.O/am=AlE/d=1/ed=1/ct=zgms/rs=ADoVvm_wp-Vs3UPfe69XULB16pzlaABfxQ/m=immersiveview',\n",
            " 'https://www.gstatic.com/images/branding/googlelogo/svg/googlelogo_clr_74x24px.svg',\n",
            " 'https://www.gstatic.com/images/branding/googlelogo/svg/googlelogo_dark_clr_74x24px.svg',\n",
            " 'https://www.gstatic.com/images/branding/googlelogo/svg/googlelogo_light_clr_74x24px.svg',\n",
            " 'https://www.gstatic.com/images/icons/material/system/1x/clear_black_24dp.png',\n",
            " 'https://www.gstatic.com/images/icons/material/system/1x/mail_grey600_24dp.png',\n",
            " 'https://www.gstatic.com/images/icons/material/system/1x/search_black_24dp.png',\n",
            " 'https://www.gstatic.com/images/icons/material/system/svg/search_48px.svg',\n",
            " 'https://www.gstatic.com/kpui/social/fb_32x32.png',\n",
            " 'https://www.gstatic.com/kpui/social/twitter_32x32.png',\n",
            " 'https://www.gstatic.com/og/_/js/k=og.qtm.en_US.sdX7eYboDQI.O/rt=j/m=q_d',\n",
            " 'https://www.gstatic.com/og/_/ss/k=og.qtm.-1ja76zl7zruhx.L.X.O/m=q_sf',\n",
            " 'https://www.omicsdi.org/dataset/pride/PRD000582',\n",
            " 'https://www.omicsdi.org/dataset/pride/PRD000582#__sid',\n",
            " 'https://www.omicsdi.org/dataset/pride/PXD000015',\n",
            " 'https://www.omicsdi.org/dataset/pride/PXD000015#__sid',\n",
            " 'https://www.records.nsw.gov.au/',\n",
            " 'https://www.youtube.com/?gl=US']\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Guk6J2JUtRCX",
        "colab_type": "code",
        "outputId": "1cb15ccf-f692-4efc-c976-fecc59de3c59",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 266
        }
      },
      "source": [
        "#---[2-4:URLリストをColabディスクに保存]------------------------\n",
        "#\n",
        "# ファイルに出力:url_list2.txt\n",
        "#\n",
        "#--------------------------------------------\n",
        "str_ = '\\n'.join(url_list2)\n",
        "with open(\"url_list2.txt\", 'wt') as f1:\n",
        "    f1.write(str_)\n",
        "\n",
        "!ls -l   \n",
        "!head url_list2.txt"
      ],
      "execution_count": 11,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "total 360\n",
            "drwxr-xr-x 1 root root   4096 May  4 16:26 sample_data\n",
            "-rw-r--r-- 1 root root   6280 May  7 01:50 url_list2.txt\n",
            "-rw-r--r-- 1 root root 352458 May  7 00:50 url_test1.htm\n",
            "http://digitalcommons.us/dataset/1999\n",
            "http://digitalcommons.us/dataset/1999#__sid\n",
            "http://www.omicsdi.org/dataset/pride/PRD000582\n",
            "http://www.omicsdi.org/dataset/pride/PXD000015\n",
            "http://www.w3.org/2000/svg\n",
            "https://accounts.google.com/ServiceLogin?passive=1209600&amp\n",
            "https://apis.google.com\n",
            "https://artsandculture.google.com/?hl=en\n",
            "https://books.google.com/bkshp?hl=en\n",
            "https://contacts.google.com/?hl=en\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "3YTFUtbznxQ3",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "#---[2-5:URLリストをLocal PCへダウンロード]------------------------------\n",
        "#\n",
        "# ColabからLocal PCへurl_list2.txtをダウンロード\n",
        "#\n",
        "#------------------------------------\n",
        "from google.colab import files\n",
        "\n",
        "files.download('url_list2.txt')\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "hv68mwAQacGt",
        "colab_type": "text"
      },
      "source": [
        "---\n",
        "---\n",
        "##**[3]. URLのうちhttps://figshare.com/のみ抽出**\n",
        "\n",
        "- 3-1: https://figshare.com/のURLのみ抽出\n",
        "- 3-2: #__sidを除外\n",
        "- 3-3: figshare URLをLocal PCへダウンロード"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "mIRxlFYiGWG1",
        "colab_type": "code",
        "outputId": "3e0da34a-01f7-4938-f92e-122bbc1a2d3a",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 286
        }
      },
      "source": [
        "#--[3-1: https://figshare.com/のURLのみ抽出]-------------------------------\n",
        "#\n",
        "# url_list2.txtからfigshare.comのみ抽出\n",
        "#---------------------------------------------------------\n",
        "\n",
        "!grep 'figshare.com' url_list2.txt > url_list2_fs.txt\n",
        "!cat url_list2_fs.txt \n"
      ],
      "execution_count": 13,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "https://figshare.com/articles/Apoplexy_cerebrovascular_disease_and_stroke_Historical_evolution_of_terms_and_definitions/5772570/1\n",
            "https://figshare.com/articles/Apoplexy_cerebrovascular_disease_and_stroke_Historical_evolution_of_terms_and_definitions/5772570/1#__sid\n",
            "https://figshare.com/articles/Physiological_Changes_in_Green_Stems_of_i_Vitis_vinifera_i_L_cv_Chardonnay_in_Response_to_Esca_Proper_and_Apoplexy_Revealed_by_Proteomic_and_Transcriptomic_Analyses/2566051\n",
            "https://figshare.com/articles/Physiological_Changes_in_Green_Stems_of_i_Vitis_vinifera_i_L_cv_Chardonnay_in_Response_to_Esca_Proper_and_Apoplexy_Revealed_by_Proteomic_and_Transcriptomic_Analyses/2566051#__sid\n",
            "https://figshare.com/articles/_Surgical_approach_and_postoperative_complications_/1557606/1\n",
            "https://figshare.com/articles/_Surgical_approach_and_postoperative_complications_/1557606/1#__sid\n",
            "https://plos.figshare.com/articles/_Incidence_of_PA_in_subgroups_/1557603/1\n",
            "https://plos.figshare.com/articles/_Incidence_of_PA_in_subgroups_/1557603/1#__sid\n",
            "https://scielo.figshare.com/articles/A_review_on_the_diagnosis_and_treatment_of_patients_with_clinically_nonfunctioning_pituitary_adenoma_by_the_Neuroendocrinology_Department_of_the_Brazilian_Society_of_Endocrinology_and_Metabolism/7514726/1\n",
            "https://scielo.figshare.com/articles/A_review_on_the_diagnosis_and_treatment_of_patients_with_clinically_nonfunctioning_pituitary_adenoma_by_the_Neuroendocrinology_Department_of_the_Brazilian_Society_of_Endocrinology_and_Metabolism/7514726/1#__sid\n",
            "https://scielo.figshare.com/articles/Bilateral_acute_visual_loss_from_Rathke_s_cleft_cyst_apoplexy_in_a_patient_with_dengue_fever/7101689/1\n",
            "https://scielo.figshare.com/articles/Bilateral_acute_visual_loss_from_Rathke_s_cleft_cyst_apoplexy_in_a_patient_with_dengue_fever/7101689/1#__sid\n",
            "https://scielo.figshare.com/articles/Pituitary_apoplexy_pathophysiology_diagnosis_and_management/7511510/1\n",
            "https://scielo.figshare.com/articles/Pituitary_apoplexy_pathophysiology_diagnosis_and_management/7511510/1#__sid\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "beLC4cRnG0bZ",
        "colab_type": "code",
        "outputId": "e6fce0b5-1c91-4fb4-8b3b-de39455c41ff",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 179
        }
      },
      "source": [
        "#--------[3-2: #__sidを除外]--------------------------------------\n",
        "#\n",
        "# URLの最後に[#__sid]があるURLは、重複なので除外する。\n",
        "#-------------------------------------------------------------------\n",
        "!grep -v \"__sid$\" url_list2_fs.txt > url_list2_fscl.txt\n",
        "!cat url_list2_fscl.txt\n",
        "!wc -l url_list2_fscl.txt"
      ],
      "execution_count": 14,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "https://figshare.com/articles/Apoplexy_cerebrovascular_disease_and_stroke_Historical_evolution_of_terms_and_definitions/5772570/1\n",
            "https://figshare.com/articles/Physiological_Changes_in_Green_Stems_of_i_Vitis_vinifera_i_L_cv_Chardonnay_in_Response_to_Esca_Proper_and_Apoplexy_Revealed_by_Proteomic_and_Transcriptomic_Analyses/2566051\n",
            "https://figshare.com/articles/_Surgical_approach_and_postoperative_complications_/1557606/1\n",
            "https://plos.figshare.com/articles/_Incidence_of_PA_in_subgroups_/1557603/1\n",
            "https://scielo.figshare.com/articles/A_review_on_the_diagnosis_and_treatment_of_patients_with_clinically_nonfunctioning_pituitary_adenoma_by_the_Neuroendocrinology_Department_of_the_Brazilian_Society_of_Endocrinology_and_Metabolism/7514726/1\n",
            "https://scielo.figshare.com/articles/Bilateral_acute_visual_loss_from_Rathke_s_cleft_cyst_apoplexy_in_a_patient_with_dengue_fever/7101689/1\n",
            "https://scielo.figshare.com/articles/Pituitary_apoplexy_pathophysiology_diagnosis_and_management/7511510/1\n",
            "7 url_list2_fscl.txt\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "VGzZtOFlaaPk",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "#---[3-3: figshare URLをLocal PCへダウンロード]------------------------------\n",
        "# ColabからLocal PCへ「url_list2_fscl.txt」をダウンロード\n",
        "#\n",
        "#------------------------------------\n",
        "from google.colab import files\n",
        "\n",
        "files.download('url_list2_fscl.txt')"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "HHYGOXCdL8lO",
        "colab_type": "text"
      },
      "source": [
        "---\n",
        "---\n",
        "##**[4]　figshareサイトからオープンデータのURL取得**\n",
        "\n",
        "GDS検索結果から得た「figshare.com」URLをreadlinesでファイルから読込み、データのダウンロードURLを取得する。\n",
        "\n",
        "- 4-1:ファイルからfigshareのURLを読み込む\n",
        "- 4-2:正規表現でオープンデータのURLを抽出\n",
        "- 4-3:取得ファイルの確認\n",
        "- 4-4:ファイルからbibのURLを読み込む\n",
        "- 4-5: bibデータリストをLocal PCへダウンロード\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "s3hQJtIGS3pE",
        "colab_type": "code",
        "outputId": "4a19ce85-e93c-48af-e676-ceee569a79e6",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 179
        }
      },
      "source": [
        "#---[4-1:ファイルからfigshareのURLを読み込む]------------------------------\n",
        "# \n",
        "# https://ndownloader.figshare.com/files/1650964\n",
        "# \n",
        "#\n",
        "#------------------------------------\n",
        "import os\n",
        "str.rstrip(os.linesep)\n",
        "\n",
        "f = open('url_list2_fscl.txt', 'r', encoding='utf-8')\n",
        "list = f.readlines()\n",
        "\n",
        "NHIT=len(list)\n",
        "\n",
        "nn=1\n",
        "for tmpline1 in list:\n",
        "  tmp1 = tmpline1.replace('\\n','')\n",
        "  tmpline = tmp1.replace('\\r','')\n",
        "  print(\"%d[%s]\" % (nn,tmpline)) \n",
        "  nn=nn+1\n",
        "f.close()\n",
        "\n",
        "print('NHIT=%d' % NHIT)"
      ],
      "execution_count": 15,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "1[https://figshare.com/articles/Apoplexy_cerebrovascular_disease_and_stroke_Historical_evolution_of_terms_and_definitions/5772570/1]\n",
            "2[https://figshare.com/articles/Physiological_Changes_in_Green_Stems_of_i_Vitis_vinifera_i_L_cv_Chardonnay_in_Response_to_Esca_Proper_and_Apoplexy_Revealed_by_Proteomic_and_Transcriptomic_Analyses/2566051]\n",
            "3[https://figshare.com/articles/_Surgical_approach_and_postoperative_complications_/1557606/1]\n",
            "4[https://plos.figshare.com/articles/_Incidence_of_PA_in_subgroups_/1557603/1]\n",
            "5[https://scielo.figshare.com/articles/A_review_on_the_diagnosis_and_treatment_of_patients_with_clinically_nonfunctioning_pituitary_adenoma_by_the_Neuroendocrinology_Department_of_the_Brazilian_Society_of_Endocrinology_and_Metabolism/7514726/1]\n",
            "6[https://scielo.figshare.com/articles/Bilateral_acute_visual_loss_from_Rathke_s_cleft_cyst_apoplexy_in_a_patient_with_dengue_fever/7101689/1]\n",
            "7[https://scielo.figshare.com/articles/Pituitary_apoplexy_pathophysiology_diagnosis_and_management/7511510/1]\n",
            "NHIT=7\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "LjESaqq9fYaX",
        "colab_type": "code",
        "outputId": "38751386-0a6f-4fe3-938c-7cdd1759f917",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 535
        }
      },
      "source": [
        "#-----[4-2:正規表現で特定URLを抽出（①https://ndownloader.figshare.com/,②citations/bibtex]------------------------------------\n",
        "#\n",
        "# 正規表現で取得したいURLは2種類\n",
        "#\n",
        "# ① ndwonloader.figshare.comのURL抽出\n",
        "#   https://ndownloader.figshare.com/articles/1207864/versions/1\n",
        "#   \n",
        "# ②bibtexファイルのURL抽出\n",
        "#\n",
        "#-----------------------------------------------------------------------\n",
        "\n",
        "import requests\n",
        "import re\n",
        "\n",
        "nn=1\n",
        "for tmpline1 in list:\n",
        "  #-----[1] get url with removed \\r\\n-------------------------\n",
        "  tmp1 = tmpline1.replace('\\n','')\n",
        "  tmpline = tmp1.replace('\\r','')\n",
        "  print(\"%d[%s]\" % (nn,tmpline)) \n",
        "\n",
        "  #-----[2] get web html-------------------------\n",
        "  web_cmd=tmpline\n",
        "  geturl = requests.get(web_cmd)\n",
        "\n",
        "  #-----[3-①] extract url from web html-------------------------\n",
        "  pattern = \"https?://ndownloader.figshare.com/[\\w/:%#\\$&\\?\\(\\)~\\.=\\+\\-]+\"\n",
        "  url_list = re.findall(pattern, geturl.text)\n",
        "  print(\"%d [%d]\" % (nn,len(url_list)))\n",
        "  \n",
        "  pattern = \"https://ndownloader.figshare.com/articles/\\d+?/versions/\"\n",
        "  url_data_hit = re.findall(pattern, geturl.text)\n",
        "  print(\"%d [%d]\" % (nn,len(url_data_hit)))\n",
        "  \n",
        "\n",
        "\n",
        "  #-----[3-②] extract bib from web html-------------------------\n",
        "  pattern_bib = \"articles/\\d+?/1/citations/bibtex\"\n",
        "  url_bib_tmp = re.findall(pattern_bib, geturl.text)\n",
        "  for bib1 in url_bib_tmp:\n",
        "    tmp1=str(bib1)\n",
        "    tmp2 = tmp1.replace('\\']','')\n",
        "    url_bib_tmp = tmp2.replace('[\\'','')\n",
        "    url_bib='https://figshare.com/%s' % url_bib_tmp\n",
        "    print(\"%d [%s]\" % (nn,url_bib))\n",
        "\n",
        "  #-----[4-1-1] save url--------------\n",
        "  str_ = '\\n'.join(url_list)\n",
        "  oname='data_list_%d.txt' % nn\n",
        "  with open(oname, 'wt') as f1:\n",
        "    f1.write(str_)\n",
        "\n",
        "  #-----[4-1-2] save outputfile--------------\n",
        "  str_ = '\\n'.join(url_data_hit)\n",
        "  oname='data_hit_%d.txt' % nn\n",
        "  with open(oname, 'wt') as f1:\n",
        "    f1.write(str_)\n",
        "\n",
        "  #-----[4-1-3] save outputfile--------------\n",
        "  oname='data_bib_%d.txt' % nn\n",
        "  with open(oname, 'wt') as f1:\n",
        "    f1.write(url_bib)\n",
        "\n",
        "  #-----[5] update-------------------------\n",
        "  nn=nn+1"
      ],
      "execution_count": 16,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "1[https://figshare.com/articles/Apoplexy_cerebrovascular_disease_and_stroke_Historical_evolution_of_terms_and_definitions/5772570/1]\n",
            "1 [9]\n",
            "1 [1]\n",
            "1 [https://figshare.com/articles/5772570/1/citations/bibtex]\n",
            "2[https://figshare.com/articles/Physiological_Changes_in_Green_Stems_of_i_Vitis_vinifera_i_L_cv_Chardonnay_in_Response_to_Esca_Proper_and_Apoplexy_Revealed_by_Proteomic_and_Transcriptomic_Analyses/2566051]\n",
            "2 [7]\n",
            "2 [1]\n",
            "2 [https://figshare.com/articles/2566051/1/citations/bibtex]\n",
            "3[https://figshare.com/articles/_Surgical_approach_and_postoperative_complications_/1557606/1]\n",
            "3 [5]\n",
            "3 [1]\n",
            "3 [https://figshare.com/articles/1557606/1/citations/bibtex]\n",
            "4[https://plos.figshare.com/articles/_Incidence_of_PA_in_subgroups_/1557603/1]\n",
            "4 [0]\n",
            "4 [0]\n",
            "4 [https://figshare.com/articles/1557603/1/citations/bibtex]\n",
            "5[https://scielo.figshare.com/articles/A_review_on_the_diagnosis_and_treatment_of_patients_with_clinically_nonfunctioning_pituitary_adenoma_by_the_Neuroendocrinology_Department_of_the_Brazilian_Society_of_Endocrinology_and_Metabolism/7514726/1]\n",
            "5 [0]\n",
            "5 [0]\n",
            "5 [https://figshare.com/articles/7514726/1/citations/bibtex]\n",
            "6[https://scielo.figshare.com/articles/Bilateral_acute_visual_loss_from_Rathke_s_cleft_cyst_apoplexy_in_a_patient_with_dengue_fever/7101689/1]\n",
            "6 [0]\n",
            "6 [0]\n",
            "6 [https://figshare.com/articles/7101689/1/citations/bibtex]\n",
            "7[https://scielo.figshare.com/articles/Pituitary_apoplexy_pathophysiology_diagnosis_and_management/7511510/1]\n",
            "7 [0]\n",
            "7 [0]\n",
            "7 [https://figshare.com/articles/7511510/1/citations/bibtex]\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "vpAZNWNrXGeb",
        "colab_type": "code",
        "outputId": "a1369ea6-2fd8-493e-86d0-45b739b85284",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 675
        }
      },
      "source": [
        "#---[4-3:取得ファイルの確認]----------------------\n",
        "#\n",
        "# 1)lsでリストを表示\n",
        "# 2)1番目のファイルだけ中身を表示する\n",
        "#\n",
        "#--------------------------------------------------\n",
        "!ls -l\n",
        "\n",
        "!cat data_hit_1.txt\n",
        "!echo \" \" \n",
        "!cat data_bib_1.txt"
      ],
      "execution_count": 25,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "total 452\n",
            "-rw-r--r-- 1 root root    373 May  7 01:51 bib_1.txt\n",
            "-rw-r--r-- 1 root root    711 May  7 01:51 bib_2.txt\n",
            "-rw-r--r-- 1 root root    471 May  7 01:51 bib_3.txt\n",
            "-rw-r--r-- 1 root root    429 May  7 01:51 bib_4.txt\n",
            "-rw-r--r-- 1 root root    819 May  7 01:51 bib_5.txt\n",
            "-rw-r--r-- 1 root root    474 May  7 01:51 bib_6.txt\n",
            "-rw-r--r-- 1 root root    331 May  7 01:51 bib_7.txt\n",
            "-rw-r--r-- 1 root root     56 May  7 01:51 data_bib_1.txt\n",
            "-rw-r--r-- 1 root root     56 May  7 01:51 data_bib_2.txt\n",
            "-rw-r--r-- 1 root root     56 May  7 01:51 data_bib_3.txt\n",
            "-rw-r--r-- 1 root root     56 May  7 01:51 data_bib_4.txt\n",
            "-rw-r--r-- 1 root root     56 May  7 01:51 data_bib_5.txt\n",
            "-rw-r--r-- 1 root root     56 May  7 01:51 data_bib_6.txt\n",
            "-rw-r--r-- 1 root root     56 May  7 01:51 data_bib_7.txt\n",
            "-rw-r--r-- 1 root root     59 May  7 01:51 data_hit_1.txt\n",
            "-rw-r--r-- 1 root root     59 May  7 01:51 data_hit_2.txt\n",
            "-rw-r--r-- 1 root root     59 May  7 01:51 data_hit_3.txt\n",
            "-rw-r--r-- 1 root root      0 May  7 01:51 data_hit_4.txt\n",
            "-rw-r--r-- 1 root root      0 May  7 01:51 data_hit_5.txt\n",
            "-rw-r--r-- 1 root root      0 May  7 01:51 data_hit_6.txt\n",
            "-rw-r--r-- 1 root root      0 May  7 01:51 data_hit_7.txt\n",
            "-rw-r--r-- 1 root root    448 May  7 01:51 data_list_1.txt\n",
            "-rw-r--r-- 1 root root    361 May  7 01:51 data_list_2.txt\n",
            "-rw-r--r-- 1 root root    251 May  7 01:51 data_list_3.txt\n",
            "-rw-r--r-- 1 root root      0 May  7 01:51 data_list_4.txt\n",
            "-rw-r--r-- 1 root root      0 May  7 01:51 data_list_5.txt\n",
            "-rw-r--r-- 1 root root      0 May  7 01:51 data_list_6.txt\n",
            "-rw-r--r-- 1 root root      0 May  7 01:51 data_list_7.txt\n",
            "-rw-r--r-- 1 root root    398 May  7 01:51 list_bibfile.txt\n",
            "drwxr-xr-x 1 root root   4096 May  4 16:26 sample_data\n",
            "-rw-r--r-- 1 root root    990 May  7 01:50 url_list2_fscl.txt\n",
            "-rw-r--r-- 1 root root   2022 May  7 01:50 url_list2_fs.txt\n",
            "-rw-r--r-- 1 root root   6280 May  7 01:50 url_list2.txt\n",
            "-rw-r--r-- 1 root root 352458 May  7 00:50 url_test1.htm\n",
            "https://ndownloader.figshare.com/articles/5772570/versions/ \n",
            "https://figshare.com/articles/5772570/1/citations/bibtex"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "bBjlcJ5r-MNK",
        "colab_type": "code",
        "outputId": "4be0f557-3159-4fcd-e859-66d48965838e",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 141
        }
      },
      "source": [
        "#---[4-4:ファイルからbibのURLを読み込む]------------------------------\n",
        "# \n",
        "#　データがある個数だけ、bibとndownloaderのURLを読み込む\n",
        "#---------------------------------------------------------------------\n",
        "import requests\n",
        "import re\n",
        "\n",
        "list_bibfile = []\n",
        "list_data_idx = []\n",
        "\n",
        "for kk in range(1, NHIT + 1):\n",
        "    iname = 'data_bib_%d.txt' % kk\n",
        "    f = open(iname, 'r', encoding='utf-8')\n",
        "    list = f.readlines()\n",
        "    oname='bib_%d.txt' % kk\n",
        "\n",
        "    nn=1\n",
        "    for tmpline1 in list:\n",
        "      tmp_bib0 = tmpline1.replace('\\n','')\n",
        "      tmp_bib_cmd = tmp_bib0.replace('\\r','')\n",
        "      list_bibfile.append(tmp_bib_cmd)\n",
        "      print(\"%d:%d[%s]\" % (kk,nn,tmp_bib_cmd)) \n",
        "      #-----------------------------------\n",
        "      \n",
        "      data_article_id = re.match('https://figshare.com/articles/(\\d+?)/1/citations/bibtex', tmp_bib_cmd)\n",
        "      list_data_idx.append(data_article_id)\n",
        "      #-----------------\n",
        "      geturl = requests.get(tmp_bib_cmd)\n",
        "      with open(oname, 'wt') as f0:\n",
        "        f0.write(geturl.text)\n",
        "\n",
        "      #--------------\n",
        "      nn=nn+1\n",
        "\n",
        "f.close()\n",
        "\n",
        "\n",
        "bibout = '\\n'.join(list_bibfile)\n",
        "with open('list_bibfile.txt', 'wt') as f2:\n",
        "  f2.write(str(bibout))\n",
        "\n"
      ],
      "execution_count": 18,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "1:1[https://figshare.com/articles/5772570/1/citations/bibtex]\n",
            "2:1[https://figshare.com/articles/2566051/1/citations/bibtex]\n",
            "3:1[https://figshare.com/articles/1557606/1/citations/bibtex]\n",
            "4:1[https://figshare.com/articles/1557603/1/citations/bibtex]\n",
            "5:1[https://figshare.com/articles/7514726/1/citations/bibtex]\n",
            "6:1[https://figshare.com/articles/7101689/1/citations/bibtex]\n",
            "7:1[https://figshare.com/articles/7511510/1/citations/bibtex]\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "_C7RwYlFSOLr",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "#----[4-5: bibデータリストをLocal PCへダウンロード]\n",
        "#\n",
        "# ColabからLocal PCへダウンロード\n",
        "#\n",
        "#------------------------------------\n",
        "from google.colab import files\n",
        "\n",
        "files.download('list_bibfile.txt')"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "tK5jQ7awTQfF",
        "colab_type": "text"
      },
      "source": [
        "---\n",
        "##**[5]. オープンデータのデータファイル(csv,xlsx等)を取得する。**\n",
        "\n",
        "figshareのダウンロードデータを、data_??,zipとしてコラボディスクに保存。\n",
        "その後でalldata.zipで1つにまとめて、ローカルPCにダウンロードする。\n",
        "\n",
        "- 5-1:figshareのダウンロード対象リストを確認\n",
        "- 5-2:ndownloaderのURLが存在するか確認\n",
        "- 5-3:figshareのサプリメンタルファイルをダウンロードしてzipファイル(data_??.zip)に保存\n",
        "- 5-4:複数のdata_??.zipを1つのZIPファイル(alldata.zip)に圧縮\n",
        "- 5-5: data_*.zipを全部まとめたalldata.zipをLocal PCへダウンロード"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "vzIXTwgXYeNz",
        "colab_type": "code",
        "outputId": "512cfdce-8783-4df3-b3d2-14e7b225b655",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 55
        }
      },
      "source": [
        "#----[5-1:figshareのダウンロード対象リストを確認]--------------------------------\n",
        "#\n",
        "#--------------------------------------------\n",
        "print(list_data_idx)"
      ],
      "execution_count": 27,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "[<_sre.SRE_Match object; span=(0, 56), match='https://figshare.com/articles/5772570/1/citations>, <_sre.SRE_Match object; span=(0, 56), match='https://figshare.com/articles/2566051/1/citations>, <_sre.SRE_Match object; span=(0, 56), match='https://figshare.com/articles/1557606/1/citations>, <_sre.SRE_Match object; span=(0, 56), match='https://figshare.com/articles/1557603/1/citations>, <_sre.SRE_Match object; span=(0, 56), match='https://figshare.com/articles/7514726/1/citations>, <_sre.SRE_Match object; span=(0, 56), match='https://figshare.com/articles/7101689/1/citations>, <_sre.SRE_Match object; span=(0, 56), match='https://figshare.com/articles/7511510/1/citations>]\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "vrbKXwJT63qu",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 159
        },
        "outputId": "68f87893-1681-411a-b1c2-347b726a9d47"
      },
      "source": [
        "#----[5-2:ndownloaderのURLが存在するか確認]--------------------------------------------\n",
        "#\n",
        "# data_hist_?.txtの中身を確認\n",
        "#\n",
        "#-----------------------------------------------------\n",
        "import zipfile, urllib.request, shutil\n",
        "import os\n",
        "\n",
        "NALL=len(list_bibfile)\n",
        "NHIT=0\n",
        "print('NALL=%d' % NALL)\n",
        "for kk in range(NALL):\n",
        "  iname = 'data_hit_%d.txt' % (kk+1)\n",
        "  f = open(iname, 'r', encoding='utf-8')\n",
        "  list = f.readline()\n",
        "\n",
        "  if len(list) == 0:\n",
        "     print('%d: URL IS NULL' % (kk+1))\n",
        "  else:\n",
        "    print('%d: %s' % (kk+1, list))\n",
        "    NHIT=kk+1"
      ],
      "execution_count": 56,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "NALL=7\n",
            "1: https://ndownloader.figshare.com/articles/5772570/versions/\n",
            "2: https://ndownloader.figshare.com/articles/2566051/versions/\n",
            "3: https://ndownloader.figshare.com/articles/1557606/versions/\n",
            "4: URL IS NULL\n",
            "5: URL IS NULL\n",
            "6: URL IS NULL\n",
            "7: URL IS NULL\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Ln1WfT6N-yPM",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 70
        },
        "outputId": "8b5bf074-0423-44c9-ec7f-6bcabbcde970"
      },
      "source": [
        "#----[5-3:figshareのサプリメンタルファイルをダウンロードしてzipファイル(data_??.zip)に保存]---------------------------\n",
        "#\n",
        "#\n",
        "#------------------------------------------------------------------------------------------\n",
        "import zipfile, urllib.request, shutil\n",
        "\n",
        "\n",
        "for kk in range(NHIT):\n",
        "  iname = 'data_hit_%d.txt' % (kk+1)\n",
        "  f = open(iname, 'r', encoding='utf-8')\n",
        "  list = f.readline()\n",
        "  \n",
        "  list_tmp =  list + '1'\n",
        "  print(list_tmp)\n",
        "\n",
        "  output_name = 'data_%d.zip' % (kk+1)\n",
        "\n",
        "  with urllib.request.urlopen(list_tmp) as response, open(output_name, 'wb') as out_file:\n",
        "    shutil.copyfileobj(response, out_file)\n",
        "    with zipfile.ZipFile(output_name) as zf:\n",
        "        zf.extractall()\n",
        "  "
      ],
      "execution_count": 55,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "https://ndownloader.figshare.com/articles/5772570/versions/1\n",
            "https://ndownloader.figshare.com/articles/2566051/versions/1\n",
            "https://ndownloader.figshare.com/articles/1557606/versions/1\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "UrHDE2dhykze",
        "colab_type": "code",
        "outputId": "ff85bb9e-bb67-47c1-c80e-5aa72b54a573",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 141
        }
      },
      "source": [
        "#----[5-4:複数のdata_??.zipを1つのZIPファイル(alldata.zip)に圧縮]------------------\n",
        "#\n",
        "# 　1)更にLocal PCへダウンロードする為に、1つのZIPにまとめる。\n",
        "#   2)zipファイルのリストを確認\n",
        "#\n",
        "#-------------------------------------------------------------\n",
        "\n",
        "!zip alldata.zip data_*.zip\n",
        "!ls -l *.zip"
      ],
      "execution_count": 60,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "  adding: data_1.zip (stored 0%)\n",
            "  adding: data_2.zip (stored 0%)\n",
            "  adding: data_3.zip (stored 0%)\n",
            "-rw-r--r-- 1 root root 102606 May  7 02:48 alldata.zip\n",
            "-rw-r--r-- 1 root root  21422 May  7 02:40 data_1.zip\n",
            "-rw-r--r-- 1 root root  70832 May  7 02:40 data_2.zip\n",
            "-rw-r--r-- 1 root root   9886 May  7 02:40 data_3.zip\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "uQJy7Itq21xF",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "#----[5-5: data_*.zipを全部まとめたalldata.zipをLocal PCへダウンロード]--------------\n",
        "#\n",
        "# ColabからLocal PCへダウンロード\n",
        "#\n",
        "#-------------------------------------------------------------------------------------\n",
        "from google.colab import files\n",
        "\n",
        "files.download('alldata.zip')"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "VObNpjFiMaB9",
        "colab_type": "text"
      },
      "source": [
        "---\n",
        "---\n",
        "---\n"
      ]
    }
  ]
}