{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>type</th>\n",
       "      <th>question</th>\n",
       "      <th>answer</th>\n",
       "      <th>annotation_tag</th>\n",
       "      <th>x1</th>\n",
       "      <th>y1</th>\n",
       "      <th>x2</th>\n",
       "      <th>y2</th>\n",
       "      <th>width</th>\n",
       "      <th>height</th>\n",
       "      <th>image</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>line</td>\n",
       "      <td>2022/3期の利益率は何％か</td>\n",
       "      <td>0.5</td>\n",
       "      <td>1-500/11359603927730a1c325f3_006.png</td>\n",
       "      <td>1828.31</td>\n",
       "      <td>480.24</td>\n",
       "      <td>2529.20</td>\n",
       "      <td>1379.13</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>line</td>\n",
       "      <td>2024/3期の利益率は2023/3期より何％上がったか？</td>\n",
       "      <td>1.3</td>\n",
       "      <td>1-500/11359603927730a1c325f3_006.png</td>\n",
       "      <td>1828.31</td>\n",
       "      <td>480.24</td>\n",
       "      <td>2529.20</td>\n",
       "      <td>1379.13</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>15</td>\n",
       "      <td>line</td>\n",
       "      <td>グラフのタイトルは何か</td>\n",
       "      <td>売上高2019年比推移</td>\n",
       "      <td>1-500/13da97c1bc2fb4e725d49d_010.png</td>\n",
       "      <td>521.73</td>\n",
       "      <td>199.58</td>\n",
       "      <td>1424.58</td>\n",
       "      <td>880.62</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>16</td>\n",
       "      <td>line</td>\n",
       "      <td>23.1Qから24.3Qではどのくらい数字が上がったか？</td>\n",
       "      <td>25.4</td>\n",
       "      <td>1-500/13da97c1bc2fb4e725d49d_010.png</td>\n",
       "      <td>521.73</td>\n",
       "      <td>199.58</td>\n",
       "      <td>1424.58</td>\n",
       "      <td>880.62</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>17</td>\n",
       "      <td>line</td>\n",
       "      <td>配当性向が最も低い年は？</td>\n",
       "      <td>2019年</td>\n",
       "      <td>1-500/141da1caf1c3b99f1ec4a9_026.png</td>\n",
       "      <td>79.64</td>\n",
       "      <td>195.83</td>\n",
       "      <td>2310.54</td>\n",
       "      <td>1562.31</td>\n",
       "      <td>2339.0</td>\n",
       "      <td>1654.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>1032</td>\n",
       "      <td>circle</td>\n",
       "      <td>2023年3月期の保険の数値は何％か</td>\n",
       "      <td>6.1</td>\n",
       "      <td>r1/TIS_2023年3月期_ページ09.jpg</td>\n",
       "      <td>244.19</td>\n",
       "      <td>812.40</td>\n",
       "      <td>1808.88</td>\n",
       "      <td>1439.27</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>1311</td>\n",
       "      <td>circle</td>\n",
       "      <td>地域別累積投資比率ではどの国が一番割合を占めているか。</td>\n",
       "      <td>日本</td>\n",
       "      <td>r1/アイシン_2023年3月期_ページ14.jpg</td>\n",
       "      <td>1605.56</td>\n",
       "      <td>208.83</td>\n",
       "      <td>2620.52</td>\n",
       "      <td>1216.29</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>1312</td>\n",
       "      <td>circle</td>\n",
       "      <td>中国の数値は何％か</td>\n",
       "      <td>15</td>\n",
       "      <td>r1/アイシン_2023年3月期_ページ14.jpg</td>\n",
       "      <td>1605.56</td>\n",
       "      <td>208.83</td>\n",
       "      <td>2620.52</td>\n",
       "      <td>1216.29</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>1397</td>\n",
       "      <td>circle</td>\n",
       "      <td>2021年の社内取締役比率は何％か</td>\n",
       "      <td>54.5</td>\n",
       "      <td>r1/アズビル_2023年3月期_ページ53.jpg</td>\n",
       "      <td>1478.72</td>\n",
       "      <td>188.53</td>\n",
       "      <td>2465.13</td>\n",
       "      <td>798.98</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>1398</td>\n",
       "      <td>circle</td>\n",
       "      <td>2022年の社内取締役比率は何％か</td>\n",
       "      <td>33.3</td>\n",
       "      <td>r1/アズビル_2023年3月期_ページ53.jpg</td>\n",
       "      <td>1478.72</td>\n",
       "      <td>188.53</td>\n",
       "      <td>2465.13</td>\n",
       "      <td>798.98</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>200 rows × 12 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       id    type                       question       answer  \\\n",
       "0       1    line                2022/3期の利益率は何％か          0.5   \n",
       "1       2    line  2024/3期の利益率は2023/3期より何％上がったか？          1.3   \n",
       "2      15    line                    グラフのタイトルは何か  売上高2019年比推移   \n",
       "3      16    line   23.1Qから24.3Qではどのくらい数字が上がったか？         25.4   \n",
       "4      17    line                   配当性向が最も低い年は？        2019年   \n",
       "..    ...     ...                            ...          ...   \n",
       "195  1032  circle             2023年3月期の保険の数値は何％か          6.1   \n",
       "196  1311  circle    地域別累積投資比率ではどの国が一番割合を占めているか。           日本   \n",
       "197  1312  circle                      中国の数値は何％か           15   \n",
       "198  1397  circle              2021年の社内取締役比率は何％か         54.5   \n",
       "199  1398  circle              2022年の社内取締役比率は何％か         33.3   \n",
       "\n",
       "                           annotation_tag       x1      y1       x2       y2  \\\n",
       "0    1-500/11359603927730a1c325f3_006.png  1828.31  480.24  2529.20  1379.13   \n",
       "1    1-500/11359603927730a1c325f3_006.png  1828.31  480.24  2529.20  1379.13   \n",
       "2    1-500/13da97c1bc2fb4e725d49d_010.png   521.73  199.58  1424.58   880.62   \n",
       "3    1-500/13da97c1bc2fb4e725d49d_010.png   521.73  199.58  1424.58   880.62   \n",
       "4    1-500/141da1caf1c3b99f1ec4a9_026.png    79.64  195.83  2310.54  1562.31   \n",
       "..                                    ...      ...     ...      ...      ...   \n",
       "195             r1/TIS_2023年3月期_ページ09.jpg   244.19  812.40  1808.88  1439.27   \n",
       "196            r1/アイシン_2023年3月期_ページ14.jpg  1605.56  208.83  2620.52  1216.29   \n",
       "197            r1/アイシン_2023年3月期_ページ14.jpg  1605.56  208.83  2620.52  1216.29   \n",
       "198            r1/アズビル_2023年3月期_ページ53.jpg  1478.72  188.53  2465.13   798.98   \n",
       "199            r1/アズビル_2023年3月期_ページ53.jpg  1478.72  188.53  2465.13   798.98   \n",
       "\n",
       "      width  height  image  \n",
       "0    2667.0  1500.0    NaN  \n",
       "1    2667.0  1500.0    NaN  \n",
       "2    2667.0  1500.0    NaN  \n",
       "3    2667.0  1500.0    NaN  \n",
       "4    2339.0  1654.0    NaN  \n",
       "..      ...     ...    ...  \n",
       "195  2000.0  1500.0    NaN  \n",
       "196  2667.0  1500.0    NaN  \n",
       "197  2667.0  1500.0    NaN  \n",
       "198  2667.0  1500.0    NaN  \n",
       "199  2667.0  1500.0    NaN  \n",
       "\n",
       "[200 rows x 12 columns]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "annotation_df = pd.read_csv('annotation.csv')\n",
    "annotation_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>annotation_tag</th>\n",
       "      <th>citation_source_url</th>\n",
       "      <th>citation_company_name</th>\n",
       "      <th>citation_file_name</th>\n",
       "      <th>citation_pdf_url</th>\n",
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       "      <th>page_no</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1-500/11359603927730a1c325f3_006.png</td>\n",
       "      <td>https://www.yaginet.co.jp/ir/library/presentat...</td>\n",
       "      <td>株式会社ヤギ</td>\n",
       "      <td>2024年3月期 決算補足説明資料</td>\n",
       "      <td>https://data.swcms.net/file/yaginet-corp/dam/j...</td>\n",
       "      <td>140120240509587890.pdf</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1-500/13da97c1bc2fb4e725d49d_010.png</td>\n",
       "      <td>https://www.via-hd.co.jp/ir/library/session/</td>\n",
       "      <td>株式会社ヴィア・ホールディングス</td>\n",
       "      <td>2024年３月期 決算説明会資料</td>\n",
       "      <td>https://www.via-hd.co.jp/ir/library/session/as...</td>\n",
       "      <td>20240614.pdf</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1-500/141da1caf1c3b99f1ec4a9_026.png</td>\n",
       "      <td>https://www.okr-ind.co.jp/ir/supplemental-doc/</td>\n",
       "      <td>大倉工業株式会社</td>\n",
       "      <td>2023年12月期決算説明資料</td>\n",
       "      <td>https://www.okr-ind.co.jp/wp/wp-content/upload...</td>\n",
       "      <td>20240221IR.pdf</td>\n",
       "      <td>27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1-500/141da1caf1c3b99f1ec4a9_036.png</td>\n",
       "      <td>https://www.okr-ind.co.jp/ir/supplemental-doc/</td>\n",
       "      <td>大倉工業株式会社</td>\n",
       "      <td>2023年12月期決算説明資料</td>\n",
       "      <td>https://www.okr-ind.co.jp/wp/wp-content/upload...</td>\n",
       "      <td>20240221IR.pdf</td>\n",
       "      <td>37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1-500/14cb03f0a9ef31ee990171_051.png</td>\n",
       "      <td>https://openhouse-group.co.jp/ir/library/libra...</td>\n",
       "      <td>株式会社オープンハウスグループ</td>\n",
       "      <td>2024年9月期 第２四半期  決算説明資料</td>\n",
       "      <td>https://openhouse-group.co.jp/ir/upload_file/m...</td>\n",
       "      <td>kessan_202492q.pdf</td>\n",
       "      <td>52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>bd0d8ccc4b4e8a2fa3aab1_081.png</td>\n",
       "      <td>https://www.uluru.biz/ir/presentation.html</td>\n",
       "      <td>株式会社うるる</td>\n",
       "      <td>2024年3月期 通期及び第4四半期 決算説明資料</td>\n",
       "      <td>https://ssl4.eir-parts.net/doc/3979/ir_materia...</td>\n",
       "      <td>00 (15).pdf</td>\n",
       "      <td>82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>r1/GMOペイメントゲートウェイ_2022年9月期_ページ26.jpg</td>\n",
       "      <td>https://www.gmo-pg.com/ir/library/presentation/</td>\n",
       "      <td>GMOペイメントゲートウェイ株式会社</td>\n",
       "      <td>2022 年９月期 決算説明会</td>\n",
       "      <td>https://www.gmo-pg.com/news/pdf/20221115_gmo-p...</td>\n",
       "      <td>20221115_gmo-pg_kessan.pdf</td>\n",
       "      <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>r1/TIS_2023年3月期_ページ09.jpg</td>\n",
       "      <td>https://www.tis.co.jp/ir/finance/meeting/</td>\n",
       "      <td>TIS株式会社</td>\n",
       "      <td>2023年3月期 決算説明資料</td>\n",
       "      <td>https://www.tis.co.jp/documents/jp/ir/finance/...</td>\n",
       "      <td>230509_1.pdf</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>r1/アイシン_2023年3月期_ページ14.jpg</td>\n",
       "      <td>https://www.aisin.com/jp/investors/settlement/</td>\n",
       "      <td>株式会社アイシン</td>\n",
       "      <td>2023年3月期 決算説明会</td>\n",
       "      <td>https://www.aisin.com/jp/investors/settlement/...</td>\n",
       "      <td>fy2023_q4_presentation-j.pdf</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>r1/アズビル_2023年3月期_ページ53.jpg</td>\n",
       "      <td>https://www.azbil.com/jp/ir/library/result/</td>\n",
       "      <td>アズビル株式会社</td>\n",
       "      <td>2022年度（2023年３月期） 決算説明資料</td>\n",
       "      <td>https://www.azbil.com/jp/ir/library/result/__i...</td>\n",
       "      <td>azbil_FY2022_4Q_amm-j-3.pdf</td>\n",
       "      <td>53</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>86 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                          annotation_tag  \\\n",
       "0   1-500/11359603927730a1c325f3_006.png   \n",
       "1   1-500/13da97c1bc2fb4e725d49d_010.png   \n",
       "2   1-500/141da1caf1c3b99f1ec4a9_026.png   \n",
       "3   1-500/141da1caf1c3b99f1ec4a9_036.png   \n",
       "4   1-500/14cb03f0a9ef31ee990171_051.png   \n",
       "..                                   ...   \n",
       "81        bd0d8ccc4b4e8a2fa3aab1_081.png   \n",
       "82  r1/GMOペイメントゲートウェイ_2022年9月期_ページ26.jpg   \n",
       "83             r1/TIS_2023年3月期_ページ09.jpg   \n",
       "84            r1/アイシン_2023年3月期_ページ14.jpg   \n",
       "85            r1/アズビル_2023年3月期_ページ53.jpg   \n",
       "\n",
       "                                  citation_source_url citation_company_name  \\\n",
       "0   https://www.yaginet.co.jp/ir/library/presentat...                株式会社ヤギ   \n",
       "1        https://www.via-hd.co.jp/ir/library/session/      株式会社ヴィア・ホールディングス   \n",
       "2      https://www.okr-ind.co.jp/ir/supplemental-doc/              大倉工業株式会社   \n",
       "3      https://www.okr-ind.co.jp/ir/supplemental-doc/              大倉工業株式会社   \n",
       "4   https://openhouse-group.co.jp/ir/library/libra...       株式会社オープンハウスグループ   \n",
       "..                                                ...                   ...   \n",
       "81         https://www.uluru.biz/ir/presentation.html               株式会社うるる   \n",
       "82    https://www.gmo-pg.com/ir/library/presentation/    GMOペイメントゲートウェイ株式会社   \n",
       "83          https://www.tis.co.jp/ir/finance/meeting/               TIS株式会社   \n",
       "84     https://www.aisin.com/jp/investors/settlement/              株式会社アイシン   \n",
       "85        https://www.azbil.com/jp/ir/library/result/              アズビル株式会社   \n",
       "\n",
       "           citation_file_name  \\\n",
       "0           2024年3月期 決算補足説明資料   \n",
       "1            2024年３月期 決算説明会資料   \n",
       "2             2023年12月期決算説明資料   \n",
       "3             2023年12月期決算説明資料   \n",
       "4      2024年9月期 第２四半期  決算説明資料   \n",
       "..                        ...   \n",
       "81  2024年3月期 通期及び第4四半期 決算説明資料   \n",
       "82            2022 年９月期 決算説明会   \n",
       "83            2023年3月期 決算説明資料   \n",
       "84             2023年3月期 決算説明会   \n",
       "85    2022年度（2023年３月期） 決算説明資料   \n",
       "\n",
       "                                     citation_pdf_url  \\\n",
       "0   https://data.swcms.net/file/yaginet-corp/dam/j...   \n",
       "1   https://www.via-hd.co.jp/ir/library/session/as...   \n",
       "2   https://www.okr-ind.co.jp/wp/wp-content/upload...   \n",
       "3   https://www.okr-ind.co.jp/wp/wp-content/upload...   \n",
       "4   https://openhouse-group.co.jp/ir/upload_file/m...   \n",
       "..                                                ...   \n",
       "81  https://ssl4.eir-parts.net/doc/3979/ir_materia...   \n",
       "82  https://www.gmo-pg.com/news/pdf/20221115_gmo-p...   \n",
       "83  https://www.tis.co.jp/documents/jp/ir/finance/...   \n",
       "84  https://www.aisin.com/jp/investors/settlement/...   \n",
       "85  https://www.azbil.com/jp/ir/library/result/__i...   \n",
       "\n",
       "                 local_file_name  page_no  \n",
       "0         140120240509587890.pdf        7  \n",
       "1                   20240614.pdf       15  \n",
       "2                 20240221IR.pdf       27  \n",
       "3                 20240221IR.pdf       37  \n",
       "4             kessan_202492q.pdf       52  \n",
       "..                           ...      ...  \n",
       "81                   00 (15).pdf       82  \n",
       "82    20221115_gmo-pg_kessan.pdf       26  \n",
       "83                  230509_1.pdf        9  \n",
       "84  fy2023_q4_presentation-j.pdf       14  \n",
       "85   azbil_FY2022_4Q_amm-j-3.pdf       53  \n",
       "\n",
       "[86 rows x 7 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "citation_df = pd.read_csv('source.csv', encoding='shift_jis')\n",
    "citation_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>type</th>\n",
       "      <th>question</th>\n",
       "      <th>answer</th>\n",
       "      <th>annotation_tag</th>\n",
       "      <th>x1</th>\n",
       "      <th>y1</th>\n",
       "      <th>x2</th>\n",
       "      <th>y2</th>\n",
       "      <th>width</th>\n",
       "      <th>height</th>\n",
       "      <th>image</th>\n",
       "      <th>citation_source_url</th>\n",
       "      <th>citation_company_name</th>\n",
       "      <th>citation_file_name</th>\n",
       "      <th>citation_pdf_url</th>\n",
       "      <th>local_file_name</th>\n",
       "      <th>page_no</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>line</td>\n",
       "      <td>2022/3期の利益率は何％か</td>\n",
       "      <td>0.5</td>\n",
       "      <td>1-500/11359603927730a1c325f3_006.png</td>\n",
       "      <td>1828.31</td>\n",
       "      <td>480.24</td>\n",
       "      <td>2529.20</td>\n",
       "      <td>1379.13</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>https://www.yaginet.co.jp/ir/library/presentat...</td>\n",
       "      <td>株式会社ヤギ</td>\n",
       "      <td>2024年3月期 決算補足説明資料</td>\n",
       "      <td>https://data.swcms.net/file/yaginet-corp/dam/j...</td>\n",
       "      <td>140120240509587890.pdf</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>line</td>\n",
       "      <td>2024/3期の利益率は2023/3期より何％上がったか？</td>\n",
       "      <td>1.3</td>\n",
       "      <td>1-500/11359603927730a1c325f3_006.png</td>\n",
       "      <td>1828.31</td>\n",
       "      <td>480.24</td>\n",
       "      <td>2529.20</td>\n",
       "      <td>1379.13</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>https://www.yaginet.co.jp/ir/library/presentat...</td>\n",
       "      <td>株式会社ヤギ</td>\n",
       "      <td>2024年3月期 決算補足説明資料</td>\n",
       "      <td>https://data.swcms.net/file/yaginet-corp/dam/j...</td>\n",
       "      <td>140120240509587890.pdf</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>15</td>\n",
       "      <td>line</td>\n",
       "      <td>グラフのタイトルは何か</td>\n",
       "      <td>売上高2019年比推移</td>\n",
       "      <td>1-500/13da97c1bc2fb4e725d49d_010.png</td>\n",
       "      <td>521.73</td>\n",
       "      <td>199.58</td>\n",
       "      <td>1424.58</td>\n",
       "      <td>880.62</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>https://www.via-hd.co.jp/ir/library/session/</td>\n",
       "      <td>株式会社ヴィア・ホールディングス</td>\n",
       "      <td>2024年３月期 決算説明会資料</td>\n",
       "      <td>https://www.via-hd.co.jp/ir/library/session/as...</td>\n",
       "      <td>20240614.pdf</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>16</td>\n",
       "      <td>line</td>\n",
       "      <td>23.1Qから24.3Qではどのくらい数字が上がったか？</td>\n",
       "      <td>25.4</td>\n",
       "      <td>1-500/13da97c1bc2fb4e725d49d_010.png</td>\n",
       "      <td>521.73</td>\n",
       "      <td>199.58</td>\n",
       "      <td>1424.58</td>\n",
       "      <td>880.62</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>https://www.via-hd.co.jp/ir/library/session/</td>\n",
       "      <td>株式会社ヴィア・ホールディングス</td>\n",
       "      <td>2024年３月期 決算説明会資料</td>\n",
       "      <td>https://www.via-hd.co.jp/ir/library/session/as...</td>\n",
       "      <td>20240614.pdf</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>17</td>\n",
       "      <td>line</td>\n",
       "      <td>配当性向が最も低い年は？</td>\n",
       "      <td>2019年</td>\n",
       "      <td>1-500/141da1caf1c3b99f1ec4a9_026.png</td>\n",
       "      <td>79.64</td>\n",
       "      <td>195.83</td>\n",
       "      <td>2310.54</td>\n",
       "      <td>1562.31</td>\n",
       "      <td>2339.0</td>\n",
       "      <td>1654.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>https://www.okr-ind.co.jp/ir/supplemental-doc/</td>\n",
       "      <td>大倉工業株式会社</td>\n",
       "      <td>2023年12月期決算説明資料</td>\n",
       "      <td>https://www.okr-ind.co.jp/wp/wp-content/upload...</td>\n",
       "      <td>20240221IR.pdf</td>\n",
       "      <td>27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>1032</td>\n",
       "      <td>circle</td>\n",
       "      <td>2023年3月期の保険の数値は何％か</td>\n",
       "      <td>6.1</td>\n",
       "      <td>r1/TIS_2023年3月期_ページ09.jpg</td>\n",
       "      <td>244.19</td>\n",
       "      <td>812.40</td>\n",
       "      <td>1808.88</td>\n",
       "      <td>1439.27</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>https://www.tis.co.jp/ir/finance/meeting/</td>\n",
       "      <td>TIS株式会社</td>\n",
       "      <td>2023年3月期 決算説明資料</td>\n",
       "      <td>https://www.tis.co.jp/documents/jp/ir/finance/...</td>\n",
       "      <td>230509_1.pdf</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>1311</td>\n",
       "      <td>circle</td>\n",
       "      <td>地域別累積投資比率ではどの国が一番割合を占めているか。</td>\n",
       "      <td>日本</td>\n",
       "      <td>r1/アイシン_2023年3月期_ページ14.jpg</td>\n",
       "      <td>1605.56</td>\n",
       "      <td>208.83</td>\n",
       "      <td>2620.52</td>\n",
       "      <td>1216.29</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>https://www.aisin.com/jp/investors/settlement/</td>\n",
       "      <td>株式会社アイシン</td>\n",
       "      <td>2023年3月期 決算説明会</td>\n",
       "      <td>https://www.aisin.com/jp/investors/settlement/...</td>\n",
       "      <td>fy2023_q4_presentation-j.pdf</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>1312</td>\n",
       "      <td>circle</td>\n",
       "      <td>中国の数値は何％か</td>\n",
       "      <td>15</td>\n",
       "      <td>r1/アイシン_2023年3月期_ページ14.jpg</td>\n",
       "      <td>1605.56</td>\n",
       "      <td>208.83</td>\n",
       "      <td>2620.52</td>\n",
       "      <td>1216.29</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>https://www.aisin.com/jp/investors/settlement/</td>\n",
       "      <td>株式会社アイシン</td>\n",
       "      <td>2023年3月期 決算説明会</td>\n",
       "      <td>https://www.aisin.com/jp/investors/settlement/...</td>\n",
       "      <td>fy2023_q4_presentation-j.pdf</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>1397</td>\n",
       "      <td>circle</td>\n",
       "      <td>2021年の社内取締役比率は何％か</td>\n",
       "      <td>54.5</td>\n",
       "      <td>r1/アズビル_2023年3月期_ページ53.jpg</td>\n",
       "      <td>1478.72</td>\n",
       "      <td>188.53</td>\n",
       "      <td>2465.13</td>\n",
       "      <td>798.98</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>https://www.azbil.com/jp/ir/library/result/</td>\n",
       "      <td>アズビル株式会社</td>\n",
       "      <td>2022年度（2023年３月期） 決算説明資料</td>\n",
       "      <td>https://www.azbil.com/jp/ir/library/result/__i...</td>\n",
       "      <td>azbil_FY2022_4Q_amm-j-3.pdf</td>\n",
       "      <td>53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>1398</td>\n",
       "      <td>circle</td>\n",
       "      <td>2022年の社内取締役比率は何％か</td>\n",
       "      <td>33.3</td>\n",
       "      <td>r1/アズビル_2023年3月期_ページ53.jpg</td>\n",
       "      <td>1478.72</td>\n",
       "      <td>188.53</td>\n",
       "      <td>2465.13</td>\n",
       "      <td>798.98</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>https://www.azbil.com/jp/ir/library/result/</td>\n",
       "      <td>アズビル株式会社</td>\n",
       "      <td>2022年度（2023年３月期） 決算説明資料</td>\n",
       "      <td>https://www.azbil.com/jp/ir/library/result/__i...</td>\n",
       "      <td>azbil_FY2022_4Q_amm-j-3.pdf</td>\n",
       "      <td>53</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>200 rows × 18 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       id    type                       question       answer  \\\n",
       "0       1    line                2022/3期の利益率は何％か          0.5   \n",
       "1       2    line  2024/3期の利益率は2023/3期より何％上がったか？          1.3   \n",
       "2      15    line                    グラフのタイトルは何か  売上高2019年比推移   \n",
       "3      16    line   23.1Qから24.3Qではどのくらい数字が上がったか？         25.4   \n",
       "4      17    line                   配当性向が最も低い年は？        2019年   \n",
       "..    ...     ...                            ...          ...   \n",
       "195  1032  circle             2023年3月期の保険の数値は何％か          6.1   \n",
       "196  1311  circle    地域別累積投資比率ではどの国が一番割合を占めているか。           日本   \n",
       "197  1312  circle                      中国の数値は何％か           15   \n",
       "198  1397  circle              2021年の社内取締役比率は何％か         54.5   \n",
       "199  1398  circle              2022年の社内取締役比率は何％か         33.3   \n",
       "\n",
       "                           annotation_tag       x1      y1       x2       y2  \\\n",
       "0    1-500/11359603927730a1c325f3_006.png  1828.31  480.24  2529.20  1379.13   \n",
       "1    1-500/11359603927730a1c325f3_006.png  1828.31  480.24  2529.20  1379.13   \n",
       "2    1-500/13da97c1bc2fb4e725d49d_010.png   521.73  199.58  1424.58   880.62   \n",
       "3    1-500/13da97c1bc2fb4e725d49d_010.png   521.73  199.58  1424.58   880.62   \n",
       "4    1-500/141da1caf1c3b99f1ec4a9_026.png    79.64  195.83  2310.54  1562.31   \n",
       "..                                    ...      ...     ...      ...      ...   \n",
       "195             r1/TIS_2023年3月期_ページ09.jpg   244.19  812.40  1808.88  1439.27   \n",
       "196            r1/アイシン_2023年3月期_ページ14.jpg  1605.56  208.83  2620.52  1216.29   \n",
       "197            r1/アイシン_2023年3月期_ページ14.jpg  1605.56  208.83  2620.52  1216.29   \n",
       "198            r1/アズビル_2023年3月期_ページ53.jpg  1478.72  188.53  2465.13   798.98   \n",
       "199            r1/アズビル_2023年3月期_ページ53.jpg  1478.72  188.53  2465.13   798.98   \n",
       "\n",
       "      width  height  image                                citation_source_url  \\\n",
       "0    2667.0  1500.0    NaN  https://www.yaginet.co.jp/ir/library/presentat...   \n",
       "1    2667.0  1500.0    NaN  https://www.yaginet.co.jp/ir/library/presentat...   \n",
       "2    2667.0  1500.0    NaN       https://www.via-hd.co.jp/ir/library/session/   \n",
       "3    2667.0  1500.0    NaN       https://www.via-hd.co.jp/ir/library/session/   \n",
       "4    2339.0  1654.0    NaN     https://www.okr-ind.co.jp/ir/supplemental-doc/   \n",
       "..      ...     ...    ...                                                ...   \n",
       "195  2000.0  1500.0    NaN          https://www.tis.co.jp/ir/finance/meeting/   \n",
       "196  2667.0  1500.0    NaN     https://www.aisin.com/jp/investors/settlement/   \n",
       "197  2667.0  1500.0    NaN     https://www.aisin.com/jp/investors/settlement/   \n",
       "198  2667.0  1500.0    NaN        https://www.azbil.com/jp/ir/library/result/   \n",
       "199  2667.0  1500.0    NaN        https://www.azbil.com/jp/ir/library/result/   \n",
       "\n",
       "    citation_company_name       citation_file_name  \\\n",
       "0                  株式会社ヤギ        2024年3月期 決算補足説明資料   \n",
       "1                  株式会社ヤギ        2024年3月期 決算補足説明資料   \n",
       "2        株式会社ヴィア・ホールディングス         2024年３月期 決算説明会資料   \n",
       "3        株式会社ヴィア・ホールディングス         2024年３月期 決算説明会資料   \n",
       "4                大倉工業株式会社          2023年12月期決算説明資料   \n",
       "..                    ...                      ...   \n",
       "195               TIS株式会社          2023年3月期 決算説明資料   \n",
       "196              株式会社アイシン           2023年3月期 決算説明会   \n",
       "197              株式会社アイシン           2023年3月期 決算説明会   \n",
       "198              アズビル株式会社  2022年度（2023年３月期） 決算説明資料   \n",
       "199              アズビル株式会社  2022年度（2023年３月期） 決算説明資料   \n",
       "\n",
       "                                      citation_pdf_url  \\\n",
       "0    https://data.swcms.net/file/yaginet-corp/dam/j...   \n",
       "1    https://data.swcms.net/file/yaginet-corp/dam/j...   \n",
       "2    https://www.via-hd.co.jp/ir/library/session/as...   \n",
       "3    https://www.via-hd.co.jp/ir/library/session/as...   \n",
       "4    https://www.okr-ind.co.jp/wp/wp-content/upload...   \n",
       "..                                                 ...   \n",
       "195  https://www.tis.co.jp/documents/jp/ir/finance/...   \n",
       "196  https://www.aisin.com/jp/investors/settlement/...   \n",
       "197  https://www.aisin.com/jp/investors/settlement/...   \n",
       "198  https://www.azbil.com/jp/ir/library/result/__i...   \n",
       "199  https://www.azbil.com/jp/ir/library/result/__i...   \n",
       "\n",
       "                  local_file_name  page_no  \n",
       "0          140120240509587890.pdf        7  \n",
       "1          140120240509587890.pdf        7  \n",
       "2                    20240614.pdf       15  \n",
       "3                    20240614.pdf       15  \n",
       "4                  20240221IR.pdf       27  \n",
       "..                            ...      ...  \n",
       "195                  230509_1.pdf        9  \n",
       "196  fy2023_q4_presentation-j.pdf       14  \n",
       "197  fy2023_q4_presentation-j.pdf       14  \n",
       "198   azbil_FY2022_4Q_amm-j-3.pdf       53  \n",
       "199   azbil_FY2022_4Q_amm-j-3.pdf       53  \n",
       "\n",
       "[200 rows x 18 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "merged_df = pd.merge(annotation_df, citation_df, on='annotation_tag')\n",
    "merged_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pymupdf\n",
    "\n",
    "zoom_x = 3.0  # horizontal zoom\n",
    "zoom_y = 3.0  # vertical zoom\n",
    "mat = pymupdf.Matrix(zoom_x, zoom_y)  # zoom factor 3 in each dimension"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_3350573/164051748.py:27: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  merged_df['image'][i] = img\n"
     ]
    }
   ],
   "source": [
    "import io\n",
    "from PIL import Image\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "for i in range(0, len(merged_df), 2): \n",
    "    pdf_filename = merged_df['local_file_name'][i]\n",
    "    pdf_filename = f'./pdf/{pdf_filename}'\n",
    "    pdf = pymupdf.open(pdf_filename)\n",
    "    page_no = int(merged_df['page_no'][i]-1)\n",
    "    page = pdf[page_no]\n",
    "    pix = page.get_pixmap(matrix=mat)\n",
    "    byte = pix.pil_tobytes(\"png\")\n",
    "    binary = io.BytesIO(byte)\n",
    "    pil_img = Image.open(binary)\n",
    "    width= int(merged_df['width'][i])\n",
    "    height = int(merged_df['height'][i])\n",
    "    dst = pil_img.resize((width, height), Image.LANCZOS)\n",
    "    x1 = merged_df['x1'][i]\n",
    "    y1 = merged_df['y1'][i]\n",
    "    x2 = merged_df['x2'][i]\n",
    "    y2 = merged_df['y2'][i]\n",
    "    cropped_img = dst.crop([x1,y1,x2,y2])\n",
    "    with io.BytesIO() as output:\n",
    "          cropped_img.save(output,format=\"PNG\")\n",
    "          cropped_img_binary = output.getvalue()\n",
    "    img = {\"bytes\": cropped_img_binary}\n",
    "    merged_df['image'][i] = img\n",
    "    merged_df['image'][i+1] = img"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "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>id</th>\n",
       "      <th>type</th>\n",
       "      <th>question</th>\n",
       "      <th>answer</th>\n",
       "      <th>annotation_tag</th>\n",
       "      <th>x1</th>\n",
       "      <th>y1</th>\n",
       "      <th>x2</th>\n",
       "      <th>y2</th>\n",
       "      <th>width</th>\n",
       "      <th>height</th>\n",
       "      <th>image</th>\n",
       "      <th>citation_source_url</th>\n",
       "      <th>citation_company_name</th>\n",
       "      <th>citation_file_name</th>\n",
       "      <th>citation_pdf_url</th>\n",
       "      <th>local_file_name</th>\n",
       "      <th>page_no</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>line</td>\n",
       "      <td>2022/3期の利益率は何％か</td>\n",
       "      <td>0.5</td>\n",
       "      <td>1-500/11359603927730a1c325f3_006.png</td>\n",
       "      <td>1828.31</td>\n",
       "      <td>480.24</td>\n",
       "      <td>2529.20</td>\n",
       "      <td>1379.13</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>{'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...</td>\n",
       "      <td>https://www.yaginet.co.jp/ir/library/presentat...</td>\n",
       "      <td>株式会社ヤギ</td>\n",
       "      <td>2024年3月期 決算補足説明資料</td>\n",
       "      <td>https://data.swcms.net/file/yaginet-corp/dam/j...</td>\n",
       "      <td>140120240509587890.pdf</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>line</td>\n",
       "      <td>2024/3期の利益率は2023/3期より何％上がったか？</td>\n",
       "      <td>1.3</td>\n",
       "      <td>1-500/11359603927730a1c325f3_006.png</td>\n",
       "      <td>1828.31</td>\n",
       "      <td>480.24</td>\n",
       "      <td>2529.20</td>\n",
       "      <td>1379.13</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>{'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...</td>\n",
       "      <td>https://www.yaginet.co.jp/ir/library/presentat...</td>\n",
       "      <td>株式会社ヤギ</td>\n",
       "      <td>2024年3月期 決算補足説明資料</td>\n",
       "      <td>https://data.swcms.net/file/yaginet-corp/dam/j...</td>\n",
       "      <td>140120240509587890.pdf</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>15</td>\n",
       "      <td>line</td>\n",
       "      <td>グラフのタイトルは何か</td>\n",
       "      <td>売上高2019年比推移</td>\n",
       "      <td>1-500/13da97c1bc2fb4e725d49d_010.png</td>\n",
       "      <td>521.73</td>\n",
       "      <td>199.58</td>\n",
       "      <td>1424.58</td>\n",
       "      <td>880.62</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>{'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...</td>\n",
       "      <td>https://www.via-hd.co.jp/ir/library/session/</td>\n",
       "      <td>株式会社ヴィア・ホールディングス</td>\n",
       "      <td>2024年３月期 決算説明会資料</td>\n",
       "      <td>https://www.via-hd.co.jp/ir/library/session/as...</td>\n",
       "      <td>20240614.pdf</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>16</td>\n",
       "      <td>line</td>\n",
       "      <td>23.1Qから24.3Qではどのくらい数字が上がったか？</td>\n",
       "      <td>25.4</td>\n",
       "      <td>1-500/13da97c1bc2fb4e725d49d_010.png</td>\n",
       "      <td>521.73</td>\n",
       "      <td>199.58</td>\n",
       "      <td>1424.58</td>\n",
       "      <td>880.62</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>{'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...</td>\n",
       "      <td>https://www.via-hd.co.jp/ir/library/session/</td>\n",
       "      <td>株式会社ヴィア・ホールディングス</td>\n",
       "      <td>2024年３月期 決算説明会資料</td>\n",
       "      <td>https://www.via-hd.co.jp/ir/library/session/as...</td>\n",
       "      <td>20240614.pdf</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>17</td>\n",
       "      <td>line</td>\n",
       "      <td>配当性向が最も低い年は？</td>\n",
       "      <td>2019年</td>\n",
       "      <td>1-500/141da1caf1c3b99f1ec4a9_026.png</td>\n",
       "      <td>79.64</td>\n",
       "      <td>195.83</td>\n",
       "      <td>2310.54</td>\n",
       "      <td>1562.31</td>\n",
       "      <td>2339.0</td>\n",
       "      <td>1654.0</td>\n",
       "      <td>{'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...</td>\n",
       "      <td>https://www.okr-ind.co.jp/ir/supplemental-doc/</td>\n",
       "      <td>大倉工業株式会社</td>\n",
       "      <td>2023年12月期決算説明資料</td>\n",
       "      <td>https://www.okr-ind.co.jp/wp/wp-content/upload...</td>\n",
       "      <td>20240221IR.pdf</td>\n",
       "      <td>27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>1032</td>\n",
       "      <td>circle</td>\n",
       "      <td>2023年3月期の保険の数値は何％か</td>\n",
       "      <td>6.1</td>\n",
       "      <td>r1/TIS_2023年3月期_ページ09.jpg</td>\n",
       "      <td>244.19</td>\n",
       "      <td>812.40</td>\n",
       "      <td>1808.88</td>\n",
       "      <td>1439.27</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>{'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...</td>\n",
       "      <td>https://www.tis.co.jp/ir/finance/meeting/</td>\n",
       "      <td>TIS株式会社</td>\n",
       "      <td>2023年3月期 決算説明資料</td>\n",
       "      <td>https://www.tis.co.jp/documents/jp/ir/finance/...</td>\n",
       "      <td>230509_1.pdf</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>1311</td>\n",
       "      <td>circle</td>\n",
       "      <td>地域別累積投資比率ではどの国が一番割合を占めているか。</td>\n",
       "      <td>日本</td>\n",
       "      <td>r1/アイシン_2023年3月期_ページ14.jpg</td>\n",
       "      <td>1605.56</td>\n",
       "      <td>208.83</td>\n",
       "      <td>2620.52</td>\n",
       "      <td>1216.29</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>{'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...</td>\n",
       "      <td>https://www.aisin.com/jp/investors/settlement/</td>\n",
       "      <td>株式会社アイシン</td>\n",
       "      <td>2023年3月期 決算説明会</td>\n",
       "      <td>https://www.aisin.com/jp/investors/settlement/...</td>\n",
       "      <td>fy2023_q4_presentation-j.pdf</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>1312</td>\n",
       "      <td>circle</td>\n",
       "      <td>中国の数値は何％か</td>\n",
       "      <td>15</td>\n",
       "      <td>r1/アイシン_2023年3月期_ページ14.jpg</td>\n",
       "      <td>1605.56</td>\n",
       "      <td>208.83</td>\n",
       "      <td>2620.52</td>\n",
       "      <td>1216.29</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>{'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...</td>\n",
       "      <td>https://www.aisin.com/jp/investors/settlement/</td>\n",
       "      <td>株式会社アイシン</td>\n",
       "      <td>2023年3月期 決算説明会</td>\n",
       "      <td>https://www.aisin.com/jp/investors/settlement/...</td>\n",
       "      <td>fy2023_q4_presentation-j.pdf</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>1397</td>\n",
       "      <td>circle</td>\n",
       "      <td>2021年の社内取締役比率は何％か</td>\n",
       "      <td>54.5</td>\n",
       "      <td>r1/アズビル_2023年3月期_ページ53.jpg</td>\n",
       "      <td>1478.72</td>\n",
       "      <td>188.53</td>\n",
       "      <td>2465.13</td>\n",
       "      <td>798.98</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>{'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...</td>\n",
       "      <td>https://www.azbil.com/jp/ir/library/result/</td>\n",
       "      <td>アズビル株式会社</td>\n",
       "      <td>2022年度（2023年３月期） 決算説明資料</td>\n",
       "      <td>https://www.azbil.com/jp/ir/library/result/__i...</td>\n",
       "      <td>azbil_FY2022_4Q_amm-j-3.pdf</td>\n",
       "      <td>53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>1398</td>\n",
       "      <td>circle</td>\n",
       "      <td>2022年の社内取締役比率は何％か</td>\n",
       "      <td>33.3</td>\n",
       "      <td>r1/アズビル_2023年3月期_ページ53.jpg</td>\n",
       "      <td>1478.72</td>\n",
       "      <td>188.53</td>\n",
       "      <td>2465.13</td>\n",
       "      <td>798.98</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>{'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...</td>\n",
       "      <td>https://www.azbil.com/jp/ir/library/result/</td>\n",
       "      <td>アズビル株式会社</td>\n",
       "      <td>2022年度（2023年３月期） 決算説明資料</td>\n",
       "      <td>https://www.azbil.com/jp/ir/library/result/__i...</td>\n",
       "      <td>azbil_FY2022_4Q_amm-j-3.pdf</td>\n",
       "      <td>53</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>200 rows × 18 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       id    type                       question       answer  \\\n",
       "0       1    line                2022/3期の利益率は何％か          0.5   \n",
       "1       2    line  2024/3期の利益率は2023/3期より何％上がったか？          1.3   \n",
       "2      15    line                    グラフのタイトルは何か  売上高2019年比推移   \n",
       "3      16    line   23.1Qから24.3Qではどのくらい数字が上がったか？         25.4   \n",
       "4      17    line                   配当性向が最も低い年は？        2019年   \n",
       "..    ...     ...                            ...          ...   \n",
       "195  1032  circle             2023年3月期の保険の数値は何％か          6.1   \n",
       "196  1311  circle    地域別累積投資比率ではどの国が一番割合を占めているか。           日本   \n",
       "197  1312  circle                      中国の数値は何％か           15   \n",
       "198  1397  circle              2021年の社内取締役比率は何％か         54.5   \n",
       "199  1398  circle              2022年の社内取締役比率は何％か         33.3   \n",
       "\n",
       "                           annotation_tag       x1      y1       x2       y2  \\\n",
       "0    1-500/11359603927730a1c325f3_006.png  1828.31  480.24  2529.20  1379.13   \n",
       "1    1-500/11359603927730a1c325f3_006.png  1828.31  480.24  2529.20  1379.13   \n",
       "2    1-500/13da97c1bc2fb4e725d49d_010.png   521.73  199.58  1424.58   880.62   \n",
       "3    1-500/13da97c1bc2fb4e725d49d_010.png   521.73  199.58  1424.58   880.62   \n",
       "4    1-500/141da1caf1c3b99f1ec4a9_026.png    79.64  195.83  2310.54  1562.31   \n",
       "..                                    ...      ...     ...      ...      ...   \n",
       "195             r1/TIS_2023年3月期_ページ09.jpg   244.19  812.40  1808.88  1439.27   \n",
       "196            r1/アイシン_2023年3月期_ページ14.jpg  1605.56  208.83  2620.52  1216.29   \n",
       "197            r1/アイシン_2023年3月期_ページ14.jpg  1605.56  208.83  2620.52  1216.29   \n",
       "198            r1/アズビル_2023年3月期_ページ53.jpg  1478.72  188.53  2465.13   798.98   \n",
       "199            r1/アズビル_2023年3月期_ページ53.jpg  1478.72  188.53  2465.13   798.98   \n",
       "\n",
       "      width  height                                              image  \\\n",
       "0    2667.0  1500.0  {'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...   \n",
       "1    2667.0  1500.0  {'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...   \n",
       "2    2667.0  1500.0  {'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...   \n",
       "3    2667.0  1500.0  {'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...   \n",
       "4    2339.0  1654.0  {'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...   \n",
       "..      ...     ...                                                ...   \n",
       "195  2000.0  1500.0  {'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...   \n",
       "196  2667.0  1500.0  {'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...   \n",
       "197  2667.0  1500.0  {'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...   \n",
       "198  2667.0  1500.0  {'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...   \n",
       "199  2667.0  1500.0  {'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...   \n",
       "\n",
       "                                   citation_source_url citation_company_name  \\\n",
       "0    https://www.yaginet.co.jp/ir/library/presentat...                株式会社ヤギ   \n",
       "1    https://www.yaginet.co.jp/ir/library/presentat...                株式会社ヤギ   \n",
       "2         https://www.via-hd.co.jp/ir/library/session/      株式会社ヴィア・ホールディングス   \n",
       "3         https://www.via-hd.co.jp/ir/library/session/      株式会社ヴィア・ホールディングス   \n",
       "4       https://www.okr-ind.co.jp/ir/supplemental-doc/              大倉工業株式会社   \n",
       "..                                                 ...                   ...   \n",
       "195          https://www.tis.co.jp/ir/finance/meeting/               TIS株式会社   \n",
       "196     https://www.aisin.com/jp/investors/settlement/              株式会社アイシン   \n",
       "197     https://www.aisin.com/jp/investors/settlement/              株式会社アイシン   \n",
       "198        https://www.azbil.com/jp/ir/library/result/              アズビル株式会社   \n",
       "199        https://www.azbil.com/jp/ir/library/result/              アズビル株式会社   \n",
       "\n",
       "          citation_file_name  \\\n",
       "0          2024年3月期 決算補足説明資料   \n",
       "1          2024年3月期 決算補足説明資料   \n",
       "2           2024年３月期 決算説明会資料   \n",
       "3           2024年３月期 決算説明会資料   \n",
       "4            2023年12月期決算説明資料   \n",
       "..                       ...   \n",
       "195          2023年3月期 決算説明資料   \n",
       "196           2023年3月期 決算説明会   \n",
       "197           2023年3月期 決算説明会   \n",
       "198  2022年度（2023年３月期） 決算説明資料   \n",
       "199  2022年度（2023年３月期） 決算説明資料   \n",
       "\n",
       "                                      citation_pdf_url  \\\n",
       "0    https://data.swcms.net/file/yaginet-corp/dam/j...   \n",
       "1    https://data.swcms.net/file/yaginet-corp/dam/j...   \n",
       "2    https://www.via-hd.co.jp/ir/library/session/as...   \n",
       "3    https://www.via-hd.co.jp/ir/library/session/as...   \n",
       "4    https://www.okr-ind.co.jp/wp/wp-content/upload...   \n",
       "..                                                 ...   \n",
       "195  https://www.tis.co.jp/documents/jp/ir/finance/...   \n",
       "196  https://www.aisin.com/jp/investors/settlement/...   \n",
       "197  https://www.aisin.com/jp/investors/settlement/...   \n",
       "198  https://www.azbil.com/jp/ir/library/result/__i...   \n",
       "199  https://www.azbil.com/jp/ir/library/result/__i...   \n",
       "\n",
       "                  local_file_name  page_no  \n",
       "0          140120240509587890.pdf        7  \n",
       "1          140120240509587890.pdf        7  \n",
       "2                    20240614.pdf       15  \n",
       "3                    20240614.pdf       15  \n",
       "4                  20240221IR.pdf       27  \n",
       "..                            ...      ...  \n",
       "195                  230509_1.pdf        9  \n",
       "196  fy2023_q4_presentation-j.pdf       14  \n",
       "197  fy2023_q4_presentation-j.pdf       14  \n",
       "198   azbil_FY2022_4Q_amm-j-3.pdf       53  \n",
       "199   azbil_FY2022_4Q_amm-j-3.pdf       53  \n",
       "\n",
       "[200 rows x 18 columns]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "merged_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "for i in range(0, 10, 2):\n",
    "    text = f\"\"\"\n",
    "    質問1：{merged_df[\"question\"][i]}\n",
    "    回答1：{merged_df[\"answer\"][i]}\n",
    "\n",
    "    質問2：{merged_df[\"question\"][i+1]}\n",
    "    回答2：{merged_df[\"answer\"][i+1]}\n",
    "    \"\"\"\n",
    "    print(merged_df[\"id\"][i], merged_df[\"type\"][i])\n",
    "    print(text)\n",
    "\n",
    "    img_data = merged_df[\"image\"][i][\"bytes\"]\n",
    "    img = Image.open(io.BytesIO(img_data))\n",
    "    plt.figure(figsize=(10, 10))\n",
    "    plt.imshow(img)\n",
    "    plt.axis('off')  # 軸を非表示\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>type</th>\n",
       "      <th>question</th>\n",
       "      <th>answer</th>\n",
       "      <th>image</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>line</td>\n",
       "      <td>2022/3期の利益率は何％か</td>\n",
       "      <td>0.5</td>\n",
       "      <td>{'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>line</td>\n",
       "      <td>2024/3期の利益率は2023/3期より何％上がったか？</td>\n",
       "      <td>1.3</td>\n",
       "      <td>{'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>15</td>\n",
       "      <td>line</td>\n",
       "      <td>グラフのタイトルは何か</td>\n",
       "      <td>売上高2019年比推移</td>\n",
       "      <td>{'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>16</td>\n",
       "      <td>line</td>\n",
       "      <td>23.1Qから24.3Qではどのくらい数字が上がったか？</td>\n",
       "      <td>25.4</td>\n",
       "      <td>{'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>17</td>\n",
       "      <td>line</td>\n",
       "      <td>配当性向が最も低い年は？</td>\n",
       "      <td>2019年</td>\n",
       "      <td>{'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...</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>195</th>\n",
       "      <td>1032</td>\n",
       "      <td>circle</td>\n",
       "      <td>2023年3月期の保険の数値は何％か</td>\n",
       "      <td>6.1</td>\n",
       "      <td>{'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>1311</td>\n",
       "      <td>circle</td>\n",
       "      <td>地域別累積投資比率ではどの国が一番割合を占めているか。</td>\n",
       "      <td>日本</td>\n",
       "      <td>{'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>1312</td>\n",
       "      <td>circle</td>\n",
       "      <td>中国の数値は何％か</td>\n",
       "      <td>15</td>\n",
       "      <td>{'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>1397</td>\n",
       "      <td>circle</td>\n",
       "      <td>2021年の社内取締役比率は何％か</td>\n",
       "      <td>54.5</td>\n",
       "      <td>{'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>1398</td>\n",
       "      <td>circle</td>\n",
       "      <td>2022年の社内取締役比率は何％か</td>\n",
       "      <td>33.3</td>\n",
       "      <td>{'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>200 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       id    type                       question       answer  \\\n",
       "0       1    line                2022/3期の利益率は何％か          0.5   \n",
       "1       2    line  2024/3期の利益率は2023/3期より何％上がったか？          1.3   \n",
       "2      15    line                    グラフのタイトルは何か  売上高2019年比推移   \n",
       "3      16    line   23.1Qから24.3Qではどのくらい数字が上がったか？         25.4   \n",
       "4      17    line                   配当性向が最も低い年は？        2019年   \n",
       "..    ...     ...                            ...          ...   \n",
       "195  1032  circle             2023年3月期の保険の数値は何％か          6.1   \n",
       "196  1311  circle    地域別累積投資比率ではどの国が一番割合を占めているか。           日本   \n",
       "197  1312  circle                      中国の数値は何％か           15   \n",
       "198  1397  circle              2021年の社内取締役比率は何％か         54.5   \n",
       "199  1398  circle              2022年の社内取締役比率は何％か         33.3   \n",
       "\n",
       "                                                 image  \n",
       "0    {'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...  \n",
       "1    {'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...  \n",
       "2    {'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...  \n",
       "3    {'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...  \n",
       "4    {'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...  \n",
       "..                                                 ...  \n",
       "195  {'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...  \n",
       "196  {'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...  \n",
       "197  {'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...  \n",
       "198  {'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...  \n",
       "199  {'bytes': b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHD...  \n",
       "\n",
       "[200 rows x 5 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "output_df = merged_df.loc[:,['id','type','question','answer','image']]\n",
    "output_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "output_df.to_parquet(\"./jgraphqa.parquet\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "colab": {
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  "kernelspec": {
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   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.12"
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 },
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