health_insurance_DA_SAS.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "6e61c076",
   "metadata": {},
   "source": [
    "+ ```資料```\n",
    "1. **健保資料庫百萬歸⼈檔住院醫療明細檔(DD)、住院醫令檔(DO)** <br>\n",
    "2. **2007年~2011年**\n",
    "--------------------------------------------------------\n",
    "+ ```⽬標對象```\n",
    "1. **2008年患有缺⾎性⼼臟病(即⼼肌梗塞)者(ICD9-CM 診斷碼 : 410-414)**\n",
    "2. **年齡65歲或以上**\n",
    "3. **以當年度(2008年)最早診斷⽇期為 index date**\n",
    "4. **住院主診斷碼、次診斷碼任⼀個診斷碼符合皆算確診**\n",
    "--------------------------------------------------------\n",
    "+ ```⽬標發⽣疾病```\n",
    "1. **患有缺⾎性⼼臟病後(index date後)，發⽣腦⾎管疾病者，即是中風 (ICD9-CM 診斷碼 : 430-437)**\n",
    "--------------------------------------------------------\n",
    "+ ```過去病史，過去⼀年內曾被診斷```\n",
    "1. **⾼⾎壓 (ICD9-CM 診斷碼 : 401-405)**\n",
    "2. **⾼⾎糖 (ICD9-CM 診斷碼 : 250)**\n",
    "3. **⾼⾎脂 (ICD9-CM 診斷碼 : 272)**\n",
    "4. **慢性腎臟病 (ICD9-CM 診斷碼 : 585)**\n",
    "5. **慢性阻塞性肺部疾病 (ICD9-CM 診斷碼 : 490-496)**\n",
    "--------------------------------------------------------\n",
    "+ ```過去⽤藥史```\n",
    "1. **ANTIHYPERTENSIVES**\n",
    "2. **bblocker**\n",
    "3. **Metformin**\n",
    "4. **Statin**\n",
    "--------------------------------------------------------\n",
    "+ ```產出 Table : 2008年患有缺⾎性⼼臟病的⼈```\n",
    "1. **平均年齡(mean±SD)**\n",
    "2. **性別(N, %)**\n",
    "3. **過去病史(N, %)**\n",
    "4. **過去⽤藥史(N, %)**\n",
    "5. **發⽣中⾵((N, %)**\n",
    "6. **診斷出心臟病與第一次發⽣中⾵的間隔時間，用以計算存活分析**\n",
    "7. **計算2009、2010、2011這三年因中風而住院的天數計算**\n",
    "8. **取出倒數第 n 筆資料(取倒數第2筆資料)**\n",
    "--------------------------------------------------------"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2798469d",
   "metadata": {},
   "source": [
    "+ ```主要步驟```\n",
    "1. **先從 2008DD 把有罹患缺血性心臟病的病患 ID Set 挑出來**\n",
    "2. **用 2007DD+DO 找出過去病史與用藥史，用 ID Set 過濾**\n",
    "3. **找出 2009 2010 2011 腦血管疾病者(中風)，用 ID Set 過濾**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a74519d8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "5                                                             SAS 系統                         2023年 4月12日星期三 上午11時20分33秒\n",
      "\n",
      "24         ods listing close;ods html5 (id=saspy_internal) file=_tomods1 options(bitmap_mode='inline') device=svg style=HTMLBlue;\n",
      "24       ! ods graphics on / outputfmt=png;\n",
      "\u001b[38;5;21mNOTE: 正在寫入 HTML5(SASPY_INTERNAL) Body (本文) 檔案: _TOMODS1\u001b[0m\n",
      "25         \n",
      "26         libname NH 'C:\\Users\\Hong Guo-Peng\\Desktop\\SAS_demo\\SAS_healthy_insurance_demo\\SAS_dataset';\n",
      "\u001b[38;5;21mNOTE: 已成功指派資料館名稱 NH，如下所述: \n",
      "      引擎:        V9 \n",
      "      實體名稱: C:\\Users\\Hong Guo-Peng\\Desktop\\SAS_demo\\SAS_healthy_insurance_demo\\SAS_dataset\u001b[0m\n",
      "26       !                                                                                              run;\n",
      "27         \n",
      "28         \n",
      "29         ods html5 (id=saspy_internal) close;ods listing;\n",
      "30         \n",
      "\n",
      "6                                                             SAS 系統                         2023年 4月12日星期三 上午11時20分33秒\n",
      "\n",
      "31         \n"
     ]
    }
   ],
   "source": [
    "libname NH 'C:\\Users\\Hong Guo-Peng\\Desktop\\SAS_demo\\SAS_healthy_insurance_demo\\SAS_dataset'; run;"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7aca33f2",
   "metadata": {},
   "source": [
    "###  找出 2008年 患有缺血性心臟病的病患"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "fa2979a9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "7                                                             SAS 系統                         2023年 4月12日星期三 上午11時20分33秒\n",
      "\n",
      "34         ods listing close;ods html5 (id=saspy_internal) file=_tomods1 options(bitmap_mode='inline') device=svg style=HTMLBlue;\n",
      "34       ! ods graphics on / outputfmt=png;\n",
      "\u001b[38;5;21mNOTE: 正在寫入 HTML5(SASPY_INTERNAL) Body (本文) 檔案: _TOMODS1\u001b[0m\n",
      "35         \n",
      "36         /*2008年患有缺血性心臟病(即心肌梗塞)者(ICD9-CM 診斷碼：410-414 )*/\n",
      "37         /*住院主診斷碼、次診斷碼任一個診斷碼符合皆算確診*/\n",
      "38         %let condition1 = substr(ICD9CM_CODE , 1 , 3)  in  ('410' '411' '412' '413' '414');\n",
      "39         %let condition2 = substr(ICD9CM_CODE_1 , 1 , 3)  in  ('410' '411' '412' '413' '414');\n",
      "40         %let condition3 = substr(ICD9CM_CODE_2 , 1 , 3)  in  ('410' '411' '412' '413' '414');\n",
      "41         %let condition4 = substr(ICD9CM_CODE_3 , 1 , 3)  in  ('410' '411' '412' '413' '414');\n",
      "42         %put &condition1. ;\n",
      "substr(ICD9CM_CODE , 1 , 3)  in  ('410' '411' '412' '413' '414')\n",
      "43         %put &condition2. ;\n",
      "substr(ICD9CM_CODE_1 , 1 , 3)  in  ('410' '411' '412' '413' '414')\n",
      "44         %put &condition3. ;\n",
      "substr(ICD9CM_CODE_2 , 1 , 3)  in  ('410' '411' '412' '413' '414')\n",
      "45         %put &condition4. ;\n",
      "substr(ICD9CM_CODE_3 , 1 , 3)  in  ('410' '411' '412' '413' '414')\n",
      "46         \n",
      "47         data _null_;\n",
      "48             call symput('today', year(today()));\n",
      "49         run;\n",
      "\n",
      "\u001b[38;5;21mNOTE: 數值已轉換為字元值，其位置的指定方式: (行):(欄)。\n",
      "      48:26   \u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 DATA 陳述式 (總處理時間):\n",
      "      實際時間           0.01 秒\n",
      "      CPU 時間            0.00 秒\n",
      "      \u001b[0m\n",
      "\n",
      "50         %put &today. ;\n",
      "2023\n",
      "51         \n",
      "52         /*年齡65歲或以上*/\n",
      "53         %let condition5 = %str(&today. - birth_yy >= 65);\n",
      "54         %put &condition5. ;\n",
      "        2023 - birth_yy >= 65\n",
      "55         \n",
      "56         \n",
      "57         /*找出 2008年 患有缺血性心臟病的病患*/\n",
      "58         %macro find_patient_list;\n",
      "59             proc sql;\n",
      "60                 create table NH.Dd2008_disease as\n",
      "61                 select FEE_YM , APPL_TYPE , HOSP_ID  ,  APPL_DATE ,  CASE_TYPE ,  CASE_TYPE ,  ID , ID_BIRTHDAY ,  IN_DATE ,\n",
      "61       ! ICD9CM_CODE , ICD9CM_CODE_1 , ICD9CM_CODE_2 ,  ICD9CM_CODE_3 , ID_SEX ,\n",
      "62                        INPUT(substr(ID_BIRTHDAY , 1 , 4) , 4.) as birth_yy , INPUT(substr(ID_BIRTHDAY , 5 , 2) , 2.) as birth_mm\n",
      "63                 from NH.Dd2008\n",
      "64             ;\n",
      "65             quit;\n",
      "66         \n",
      "67             proc sql;\n",
      "68                 create table NH.Dd2008_disease as\n",
      "69                 select * , &today. - birth_yy as age\n",
      "70                 from NH.Dd2008_disease\n",
      "71                 ;\n",
      "72             quit;\n",
      "73         \n",
      "74             proc sql;\n",
      "75             create table NH.Dd2008_target as\n",
      "76                 select *\n",
      "77                 from NH.Dd2008_disease\n",
      "78                 where (&condition1. or &condition2. or &condition3. or &condition4.) and &condition5.\n",
      "79             ;\n",
      "80             quit;\n",
      "81         \n",
      "82             /*把目標患者ID找出來*/\n",
      "83             proc sql;\n",
      "84                 create table NH.Dd2008_target_patient_list as\n",
      "85                 select distinct(ID) as ID\n",
      "86                 from NH.Dd2008_target\n",
      "87             ;\n",
      "88             quit;\n",
      "89         \n",
      "90         %mend find_patient_list;\n",
      "91         %find_patient_list;\n",
      "\u001b[38;5;2mWARNING: 變數 CASE_TYPE 已經存在於檔案 NH.DD2008_DISEASE。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已建立表格 NH.DD2008_DISEASE，該表格包含 106469 列和 15 欄。\u001b[0m\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已使用 PROCEDURE SQL (總處理時間):\n",
      "      實際時間           0.20 秒\n",
      "      CPU 時間            0.11 秒\n",
      "      \u001b[0m\n",
      "\n",
      "\u001b[38;5;2mWARNING: This CREATE TABLE statement recursively references the target table. A consequence of this is a possible data integrity \n",
      "         problem.\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已建立表格 NH.DD2008_DISEASE，該表格包含 106469 列和 16 欄。\u001b[0m\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已使用 PROCEDURE SQL (總處理時間):\n",
      "      實際時間           0.03 秒\n",
      "      CPU 時間            0.03 秒\n",
      "      \u001b[0m\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已建立表格 NH.DD2008_TARGET，該表格包含 4544 列和 16 欄。\u001b[0m\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已使用 PROCEDURE SQL (總處理時間):\n",
      "      實際時間           0.08 秒\n",
      "      CPU 時間            0.06 秒\n",
      "      \u001b[0m\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已建立表格 NH.DD2008_TARGET_PATIENT_LIST，該表格包含 3465 列和 1 欄。\u001b[0m\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已使用 PROCEDURE SQL (總處理時間):\n",
      "      實際時間           0.03 秒\n",
      "      CPU 時間            0.00 秒\n",
      "      \u001b[0m\n",
      "\n",
      "92         \n",
      "93         \n",
      "94         ods html5 (id=saspy_internal) close;ods listing;\n",
      "95         \n",
      "\n",
      "8                                                             SAS 系統                         2023年 4月12日星期三 上午11時20分33秒\n",
      "\n",
      "96         \n"
     ]
    }
   ],
   "source": [
    "/*2008年患有缺血性心臟病(即心肌梗塞)者(ICD9-CM 診斷碼：410-414 )*/\n",
    "/*住院主診斷碼、次診斷碼任一個診斷碼符合皆算確診*/\n",
    "%let condition1 = substr(ICD9CM_CODE , 1 , 3)  in  ('410' '411' '412' '413' '414');\n",
    "%let condition2 = substr(ICD9CM_CODE_1 , 1 , 3)  in  ('410' '411' '412' '413' '414');\n",
    "%let condition3 = substr(ICD9CM_CODE_2 , 1 , 3)  in  ('410' '411' '412' '413' '414');\n",
    "%let condition4 = substr(ICD9CM_CODE_3 , 1 , 3)  in  ('410' '411' '412' '413' '414');\n",
    "%put &condition1. ;\n",
    "%put &condition2. ;\n",
    "%put &condition3. ;\n",
    "%put &condition4. ;\n",
    "\n",
    "data _null_;\n",
    "    call symput('today', year(today()));\n",
    "run;\n",
    "%put &today. ;\n",
    "\n",
    "/*年齡65歲或以上*/\n",
    "%let condition5 = %str(&today. - birth_yy >= 65);\n",
    "%put &condition5. ;\n",
    "\n",
    "\n",
    "/*找出 2008年 患有缺血性心臟病的病患*/\n",
    "%macro find_patient_list; \n",
    "    proc sql;\n",
    "        create table NH.Dd2008_disease as\n",
    "        select FEE_YM , APPL_TYPE , HOSP_ID  ,  APPL_DATE ,  CASE_TYPE ,  CASE_TYPE ,  ID , ID_BIRTHDAY ,  IN_DATE ,  ICD9CM_CODE , ICD9CM_CODE_1 , ICD9CM_CODE_2 ,  ICD9CM_CODE_3 , ID_SEX ,\n",
    "               INPUT(substr(ID_BIRTHDAY , 1 , 4) , 4.) as birth_yy , INPUT(substr(ID_BIRTHDAY , 5 , 2) , 2.) as birth_mm\n",
    "        from NH.Dd2008\n",
    "    ;\n",
    "    quit;\n",
    "\n",
    "    proc sql;\n",
    "        create table NH.Dd2008_disease as\n",
    "        select * , &today. - birth_yy as age\n",
    "        from NH.Dd2008_disease\n",
    "        ;\n",
    "    quit;\n",
    "\n",
    "    proc sql;\n",
    "    create table NH.Dd2008_target as\n",
    "        select *\n",
    "        from NH.Dd2008_disease\n",
    "        where (&condition1. or &condition2. or &condition3. or &condition4.) and &condition5.\n",
    "    ;\n",
    "    quit;\n",
    "\n",
    "    /*把目標患者ID找出來*/\n",
    "    proc sql;\n",
    "        create table NH.Dd2008_target_patient_list as\n",
    "        select distinct(ID) as ID\n",
    "        from NH.Dd2008_target\n",
    "    ;\n",
    "    quit;\n",
    "\n",
    "%mend find_patient_list; \n",
    "%find_patient_list;"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ed6092c7",
   "metadata": {},
   "source": [
    "###  取出倒數第 n 筆資料(這裡是取倒數第2筆資料)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "128084b8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "9                                                             SAS 系統                         2023年 4月12日星期三 上午11時20分33秒\n",
      "\n",
      "99         ods listing close;ods html5 (id=saspy_internal) file=_tomods1 options(bitmap_mode='inline') device=svg style=HTMLBlue;\n",
      "99       ! ods graphics on / outputfmt=png;\n",
      "\u001b[38;5;21mNOTE: 正在寫入 HTML5(SASPY_INTERNAL) Body (本文) 檔案: _TOMODS1\u001b[0m\n",
      "100        \n",
      "101        proc sql;\n",
      "102            create table NH.Dd2008_target_sort as\n",
      "103            select ID , IN_DATE\n",
      "104            from NH.Dd2008_target ;\n",
      "\u001b[38;5;21mNOTE: 已建立表格 NH.DD2008_TARGET_SORT，該表格包含 4544 列和 2 欄。\u001b[0m\n",
      "\n",
      "105            quit;\n",
      "\u001b[38;5;21mNOTE: 已使用 PROCEDURE SQL (總處理時間):\n",
      "      實際時間           0.01 秒\n",
      "      CPU 時間            0.01 秒\n",
      "      \u001b[0m\n",
      "\n",
      "106            proc sort nodupkey data = NH.Dd2008_target_sort\n",
      "107            out = NH.Dd2008_target_sort ;\n",
      "108            by _ALL_;\n",
      "109        run;\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已從資料集 NH.DD2008_TARGET_SORT. 讀取 4544 個觀測值\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已刪除 142 個具有重複索引鍵值的觀測值。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 資料集 NH.DD2008_TARGET_SORT 有 4402 個觀測值和 2 個變數。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 PROCEDURE SORT (總處理時間):\n",
      "      實際時間           0.03 秒\n",
      "      CPU 時間            0.00 秒\n",
      "      \u001b[0m\n",
      "\n",
      "110        \n",
      "111        data NH.Dd2008_target_sort_count;\n",
      "112            set NH.Dd2008_target_sort;\n",
      "113            by ID;\n",
      "114            first = first.ID;\n",
      "115            last = last.ID;\n",
      "116            retain count 0;\n",
      "117            if first then count = 0;\n",
      "118            count = count + 1;\n",
      "119        run;\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已從資料集 NH.DD2008_TARGET_SORT. 讀取 4402 個觀測值\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 資料集 NH.DD2008_TARGET_SORT_COUNT 有 4402 個觀測值和 5 個變數。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 DATA 陳述式 (總處理時間):\n",
      "      實際時間           0.00 秒\n",
      "      CPU 時間            0.00 秒\n",
      "      \u001b[0m\n",
      "\n",
      "120        \n",
      "121        proc sql;\n",
      "122            create table NH.countdown as\n",
      "123            select * , max(count) as freq\n",
      "124            from NH.Dd2008_target_sort_count\n",
      "125            group by ID;\n",
      "\u001b[38;5;21mNOTE: 此查詢需要將摘要統計值重新與原始資料合併。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已建立表格 NH.COUNTDOWN，該表格包含 4402 列和 6 欄。\u001b[0m\n",
      "\n",
      "126        quit;\n",
      "\u001b[38;5;21mNOTE: 已使用 PROCEDURE SQL (總處理時間):\n",
      "      實際時間           0.10 秒\n",
      "      CPU 時間            0.01 秒\n",
      "      \u001b[0m\n",
      "\n",
      "127        \n",
      "128        data NH.countdown;\n",
      "129            set NH.countdown;\n",
      "130            freq = freq - 1;\n",
      "131            if freq = count then output;\n",
      "132        run;\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已從資料集 NH.COUNTDOWN. 讀取 4402 個觀測值\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 資料集 NH.COUNTDOWN 有 635 個觀測值和 6 個變數。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 DATA 陳述式 (總處理時間):\n",
      "      實際時間           0.01 秒\n",
      "      CPU 時間            0.01 秒\n",
      "      \u001b[0m\n",
      "\n",
      "133        \n",
      "134        \n",
      "135        ods html5 (id=saspy_internal) close;ods listing;\n",
      "136        \n",
      "\n",
      "10                                                            SAS 系統                         2023年 4月12日星期三 上午11時20分33秒\n",
      "\n",
      "137        \n"
     ]
    }
   ],
   "source": [
    "proc sql;\n",
    "    create table NH.Dd2008_target_sort as\n",
    "    select ID , IN_DATE \n",
    "    from NH.Dd2008_target ;  \n",
    "    quit; \n",
    "    proc sort nodupkey data = NH.Dd2008_target_sort  \n",
    "    out = NH.Dd2008_target_sort ;   \n",
    "    by _ALL_;   \n",
    "run;\n",
    "\n",
    "/* count欄位紀錄每個病患就診的累加次數 \n",
    "     ID     IN_DATE   count  \n",
    "    pppp    20080101    1    \n",
    "    pppp    20080110    2\n",
    "    pppp    20080203    3\n",
    "    pppp    20080305    4                 */\n",
    "data NH.Dd2008_target_sort_count;   \n",
    "    set NH.Dd2008_target_sort;   \n",
    "    by ID;   \n",
    "    first = first.ID; \n",
    "    last = last.ID;   \n",
    "    retain count 0;    \n",
    "    if first then count = 0;  \n",
    "    count = count + 1;   \n",
    "run;\n",
    "\n",
    "\n",
    "/*   ID     IN_DATE   total_count    ➠     NH.countdown\n",
    "    pppp    20080305      4          ➠      ID     freq\n",
    "                                     ➠      pppp     4 \n",
    "                                     ➠      pppp     4\n",
    "                                     ➠      pppp     4\n",
    "                                     ➠      pppp     4        */\n",
    "proc sql;\n",
    "    create table NH.countdown as\n",
    "    select * , max(count) as freq\n",
    "    from NH.Dd2008_target_sort_count \n",
    "    group by ID;\n",
    "quit;\n",
    "\n",
    "data NH.countdown;   \n",
    "    set NH.countdown;   \n",
    "    freq = freq - 1;  /* 這裡是取倒數第2筆資料 ➠ freq - 1 */     \n",
    "    if freq = count then output;\n",
    "run;"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dae31c71",
   "metadata": {},
   "source": [
    "### 找出2008年患有缺血性心臟病，並在2009年後發生腦血管疾病者"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "ef4e806c",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
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       "<title>SAS 輸出</title>\r\n",
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       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".footerstrong {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".footerstrongfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".frame {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".graph > colgroup {\r\n",
       "    border-left: 1px solid #c1c1c1;\r\n",
       "    border-right: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".graph > tbody, .graph > thead, .graph > tfoot {\r\n",
       "    border-top: 1px solid #c1c1c1;\r\n",
       "    border-bottom: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".graph { border: hidden; }\r\n",
       ".graph {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border: 1px solid #c1c1c1;\r\n",
       "    border-collapse: separate;\r\n",
       "    border-spacing: 1px;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    }\r\n",
       ".header {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".headeremphasis {\r\n",
       "    background-color: #d8dbd3;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".headeremphasisfixed {\r\n",
       "    background-color: #d8dbd3;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".headerempty {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".headerfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".headersandfooters {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".headerstrong {\r\n",
       "    background-color: #d8dbd3;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".headerstrongfixed {\r\n",
       "    background-color: #d8dbd3;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".index {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".indexaction, .indexitem {\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: none;\r\n",
       "    margin-left: 6pt;\r\n",
       "}\r\n",
       ".indexprocname {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".indextitle {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".layoutcontainer > col, .layoutcontainer > colgroup > col, .layoutcontainer > colgroup, .layoutcontainer > tr, .layoutcontainer > * > tr, .layoutcontainer > thead, .layoutcontainer > tbody, .layoutcontainer > tfoot, .layoutregion > col, .layoutregion > colgroup > col, .layoutregion > colgroup, .layoutregion > tr, .layoutregion > * > tr, .layoutregion > thead, .layoutregion > tbody, .layoutregion > tfoot { border: none; }\r\n",
       ".layoutcontainer, .layoutregion {\r\n",
       "    border: none;\r\n",
       "    border-spacing: 30px;\r\n",
       "    }\r\n",
       ".linecontent {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".list {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: disc;\r\n",
       "}\r\n",
       ".list10 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: square;\r\n",
       "}\r\n",
       ".list2 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: circle;\r\n",
       "}\r\n",
       ".list3, .list4, .list5, .list6, .list7, .list8, .list9 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: square;\r\n",
       "}\r\n",
       ".listitem {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: disc;\r\n",
       "}\r\n",
       ".listitem10 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: square;\r\n",
       "}\r\n",
       ".listitem2 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: circle;\r\n",
       "}\r\n",
       ".listitem3, .listitem4, .listitem5, .listitem6, .listitem7, .listitem8, .listitem9 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: square;\r\n",
       "}\r\n",
       ".note {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".notebanner {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".notecontent {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".notecontentfixed {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".output > colgroup {\r\n",
       "    border-left: 1px solid #c1c1c1;\r\n",
       "    border-right: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".output > tbody, .output > thead, .output > tfoot {\r\n",
       "    border-top: 1px solid #c1c1c1;\r\n",
       "    border-bottom: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".output { border: hidden; }\r\n",
       ".output {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border: 1px solid #c1c1c1;\r\n",
       "    border-collapse: separate;\r\n",
       "    border-spacing: 1px;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    }\r\n",
       ".pageno {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-spacing: 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "    text-align: right;\r\n",
       "    vertical-align: top;\r\n",
       "}\r\n",
       ".pages {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: decimal;\r\n",
       "    margin-left: 8px;\r\n",
       "    margin-right: 8px;\r\n",
       "}\r\n",
       ".pagesdate {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".pagesitem {\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: none;\r\n",
       "    margin-left: 6pt;\r\n",
       "}\r\n",
       ".pagesproclabel, .pagesprocname {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".pagestitle {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".paragraph {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".parskip > col, .parskip > colgroup > col, .parskip > colgroup, .parskip > tr, .parskip > * > tr, .parskip > thead, .parskip > tbody, .parskip > tfoot { border: none; }\r\n",
       ".parskip {\r\n",
       "    border: none;\r\n",
       "    border-spacing: 0;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "    }\r\n",
       ".prepage {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    text-align: left;\r\n",
       "}\r\n",
       ".proctitle {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".proctitlefixed {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowfooter {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowfooteremphasis {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".rowfooteremphasisfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".rowfooterempty {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowfooterfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".rowfooterstrong {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
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       "</style>\r\n",
       "</head>\r\n",
       "<body class=\"l body\">\r\n",
       "<h1 class=\"body toc\">SAS 輸出</h1>\r\n",
       "<section data-name=\"SQL\" data-sec-type=\"proc\">\r\n",
       "<div id=\"IDX\" class=\"systitleandfootercontainer\" style=\"border-spacing: 1px\">\r\n",
       "<p><span class=\"c systemtitle\">SAS 系統</span> </p>\r\n",
       "</div>\r\n",
       "<h1 class=\"contentprocname toc\"> SQL 程序</h1>\r\n",
       "<article>\r\n",
       "<h1 class=\"contentitem toc\">查詢結果</h1>\r\n",
       "<table class=\"table\" style=\"border-spacing: 0\">\r\n",
       "<colgroup><col/></colgroup>\r\n",
       "<thead>\r\n",
       "<tr>\r\n",
       "<th class=\"r b header\" scope=\"col\">stroke_percentage</th>\r\n",
       "</tr>\r\n",
       "</thead>\r\n",
       "<tbody>\r\n",
       "<tr>\r\n",
       "<td class=\"r data\">0.10101</td>\r\n",
       "</tr>\r\n",
       "</tbody>\r\n",
       "</table>\r\n",
       "</article>\r\n",
       "</section>\r\n",
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   "source": [
    "/*找出2008年患有缺血性心臟病，並在2009年後發生腦血管疾病者*/\n",
    "/*2009年後發生腦血管疾病者 (ICD-9-CM：430-437)*/\n",
    "%let condition1 = substr(ICD9CM_CODE , 1 , 3)    in  ('430' '431' '432' '433' '434'  '435'  '436'  '437');        \n",
    "%let condition2 = substr(ICD9CM_CODE_1 , 1 , 3)  in  ('430' '431' '432' '433' '434'  '435'  '436'  '437');\n",
    "%let condition3 = substr(ICD9CM_CODE_2 , 1 , 3)  in  ('430' '431' '432' '433' '434'  '435'  '436'  '437');\n",
    "%let condition4 = substr(ICD9CM_CODE_3 , 1 , 3)  in  ('430' '431' '432' '433' '434'  '435'  '436'  '437');\n",
    "%put &condition1. ;\n",
    "%put &condition2. ;\n",
    "%put &condition3. ;\n",
    "%put &condition4. ;\n",
    "\n",
    "%macro create_after2008_stroke_dataset; \n",
    "    %do i=2009 %to 2011; \n",
    "        /*創建NH.Dd_&i. ID 只有保留2008年的目標病患*/\n",
    "        proc sql;\n",
    "            create table NH.Dd_&i. as\n",
    "            select ID , ICD9CM_CODE , ICD9CM_CODE_1 , ICD9CM_CODE_2 , ICD9CM_CODE_3 , IN_DATE , OUT_DATE\n",
    "            from NH.Dd&i.\n",
    "            where (ID in (select ID from NH.Dd2008_target_patient_list));\n",
    "        quit;\n",
    "\n",
    "        /*構建新的attribute stroke_&i  N_DATE_&i.  OUT_DATE_&i.，只要有發生腦血管疾病者，stroke_&i=1*/\n",
    "        data NH.Dd_&i.; \n",
    "            set NH.Dd_&i.;\n",
    "            if &condition1. or &condition2. or &condition3. or &condition4.  then stroke_&i. = 1;\n",
    "            else stroke_&i. = 0;\n",
    "            IN_DATE_&i. = IN_DATE ; \n",
    "            OUT_DATE_&i. = OUT_DATE ; \n",
    "        run;\n",
    "\n",
    "        /*只留下ID 與 stroke_&i.  N_DATE_&i.  OUT_DATE_&i.*/\n",
    "        data NH.Dd_&i. ;\n",
    "            set NH.Dd_&i. (keep = ID  stroke_&i.  IN_DATE_&i.  OUT_DATE_&i.);\n",
    "            if stroke_&i. = 1 then output;\n",
    "        run;\n",
    "\n",
    "        /*把重複資料刪除，否則最後left join，資料會越來越大*/\n",
    "        proc sort nodupkey data = NH.Dd_&i.\n",
    "            out = NH.Dd_&i. ; \n",
    "            by _ALL_; \n",
    "        run;  \n",
    "\n",
    "        /*將NH.Dd_&i. 與 Dd2008_target(主表)合併*/\n",
    "        /*NH.Dd2008_target_2011為最終結果，包含2009-2011的資料*/\n",
    "        %if  &i. = 2009 %then %do;\n",
    "            proc sql;\n",
    "                create table NH.Dd2008_target_&i. as\n",
    "                select a.* ,  b.stroke_&i. , b.IN_DATE_&i. , b.OUT_DATE_&i. \n",
    "                from NH.Dd2008_target as  a\n",
    "                left join NH.Dd_&i. as b\n",
    "                on a.ID = b.ID;\n",
    "            quit;\n",
    "        %end; \n",
    "\n",
    "        %else %if  &i. ^= 2009 %then %do;\n",
    "            %let ii = %eval(&i. - 1); \n",
    "            proc sql;\n",
    "                create table NH.Dd2008_target_&i. as\n",
    "                select a.* ,  b.stroke_&i. , b.IN_DATE_&i. , b.OUT_DATE_&i. \n",
    "                from NH.Dd2008_target_&ii. as  a\n",
    "                left join NH.Dd_&i. as b\n",
    "                on a.ID = b.ID;\n",
    "            quit;\n",
    "\n",
    "        %end;\n",
    "    %end;\n",
    "\n",
    "    %do i=2009 %to 2011; \n",
    "        data NH.Dd2008_target_2011;\n",
    "            set NH.Dd2008_target_2011 ;\n",
    "            if stroke_&i. = . then stroke_&i. = 0;\n",
    "        run;\n",
    "    %end;\n",
    "\n",
    "    /*stroke_freq代表有2009年後發生中風的次數*/\n",
    "    data NH.Dd2008_target_stroke;\n",
    "        set NH.Dd2008_target_2011 ;\n",
    "        stroke_freq = 0;   /*累加初始化*/\n",
    "    run;\n",
    "    %do i=2009 %to 2011; \n",
    "        data NH.Dd2008_target_stroke;\n",
    "            set NH.Dd2008_target_stroke ;\n",
    "            stroke_freq = stroke_freq + stroke_&i.;\n",
    "        run;\n",
    "    %end;\n",
    "\n",
    "    /*stroke_happen代表有無發生過中風*/\n",
    "    data NH.Dd2008_target_stroke;\n",
    "        set NH.Dd2008_target_stroke ;\n",
    "        if stroke_freq >0 then stroke_happen = 1;  \n",
    "        else stroke_happen = 0;        \n",
    "    run;\n",
    "%mend create_after2008_stroke_dataset; \n",
    "%create_after2008_stroke_dataset;\n",
    "\n",
    "\n",
    "%macro after2008_stroke_percentage; \n",
    "    /*留下ID stroke這兩個attribute*/\n",
    "    data NH.Dd2008_target_stroke_happen;\n",
    "        set NH.Dd2008_target_stroke (keep = ID stroke_happen);\n",
    "    run;\n",
    "\n",
    "    /*把重複資料刪除*/\n",
    "    proc sort nodupkey data = NH.Dd2008_target_stroke_happen \n",
    "        out = NH.Dd2008_target_stroke_happen ; \n",
    "        by ID  stroke_happen ; \n",
    "    run;  \n",
    "\n",
    "    proc sort nodupkey data = NH.Dd2008_target_stroke_happen \n",
    "        out = NH.Dd2008_target_stroke_happen; \n",
    "        by ID  ; \n",
    "    run; \n",
    "\n",
    "    /*計算目標病患人數*/\n",
    "    proc sql noprint;\n",
    "        select count(distinct(ID))\n",
    "        into :patient_total_num\n",
    "        from NH.Dd2008_target\n",
    "    ;\n",
    "    quit;\n",
    "\n",
    "    /*計算中風比例*/\n",
    "    proc sql;\n",
    "        select sum(stroke_happen) / &patient_total_num.  as stroke_percentage \n",
    "        from NH.Dd2008_target_stroke_happen\n",
    "    ; \n",
    "    quit;\n",
    "\n",
    "%mend after2008_stroke_percentage; \n",
    "%after2008_stroke_percentage;"
   ]
  },
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   "cell_type": "markdown",
   "id": "1312ca9f",
   "metadata": {},
   "source": [
    "### 存活分析\n",
    "### 需要找出2008缺血性心臟病患者最早入院日期，與該群人最早因為中風的住院日期\n",
    "### 因為沒有記錄病人死亡的時間，因此把第一次中風的時間當作死亡時間"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "4b37d186",
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   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "13                                                            SAS 系統                         2023年 4月12日星期三 上午11時20分33秒\n",
      "\n",
      "279        ods listing close;ods html5 (id=saspy_internal) file=_tomods1 options(bitmap_mode='inline') device=svg style=HTMLBlue;\n",
      "279      ! ods graphics on / outputfmt=png;\n",
      "\u001b[38;5;21mNOTE: 正在寫入 HTML5(SASPY_INTERNAL) Body (本文) 檔案: _TOMODS1\u001b[0m\n",
      "280        \n",
      "281        /*存活分析*/\n",
      "282        /*需要2008缺血性心臟病患者最早入院日期，與該群人最早中風的住院日期*/\n",
      "283        %macro after2008_stroke_interval_surv;\n",
      "284            %do i=2009 %to 2011;\n",
      "285                %if  &i. = 2009 %then %do;\n",
      "286                    data NH.Dd2008_target_stroke_surv ;\n",
      "287                        set NH.Dd2008_target_stroke ;\n",
      "288                        if IN_DATE_&i.= '' then IN_DATE_surv_&i. = '19600101' ;\n",
      "289                        else IN_DATE_surv_&i. = IN_DATE_&i. ;\n",
      "290                    run;\n",
      "291                %end;\n",
      "292        \n",
      "293                %else %if  &i. ^= 2009 %then %do;\n",
      "294                    data NH.Dd2008_target_stroke_surv ;\n",
      "295                        set NH.Dd2008_target_stroke_surv ;\n",
      "296                        if IN_DATE_&i.= '' then IN_DATE_surv_&i. = '19600101' ;\n",
      "297                        else IN_DATE_surv_&i. = IN_DATE_&i. ;\n",
      "298                    run;\n",
      "299                %end;\n",
      "300        \n",
      "301                data NH.Dd2008_target_stroke_surv ;\n",
      "302                    set NH.Dd2008_target_stroke_surv ;\n",
      "303                    interval_surv_&i. = input(IN_DATE_surv_&i. , yymmdd8.) - input(IN_DATE , yymmdd8.);\n",
      "304                run;\n",
      "305        \n",
      "306                /*interval_surv_2009 年為正， surv_first_interval 就是 interval_surv_2009 ，就不需管2010 2011 是正還是負\n",
      "307                   簡單來說就是取\"第一個\"為正的值\n",
      "308                   如果要取\"最後一個\"為正的值，可以從後面遍歷*/\t\n",
      "309                /*&i. = 2009 新增surv_first_interval的欄位，並在 interval_surv_&i. >= 0 時賦值給surv_first_interval*/\n",
      "310                %if  &i. = 2009 %then %do;\t\n",
      "311                    data NH.Dd2008_target_stroke_surv ;\n",
      "312                        set NH.Dd2008_target_stroke_surv ;\n",
      "313                        if  interval_surv_&i. >= 0  then do;\n",
      "314                            first_in_year = &i. ;\n",
      "315                            surv_first_interval = interval_surv_&i.  ;\n",
      "316                        end ;\n",
      "317                    run;\n",
      "318                %end;\n",
      "319        \n",
      "320                %else %if &i. ^= 2009 %then %do;\n",
      "321                    data NH.Dd2008_target_stroke_surv ;\n",
      "322                        set NH.Dd2008_target_stroke_surv ;\n",
      "323                        if  interval_surv_&i. >= 0 and surv_first_interval = .  then do;\n",
      "324                            first_in_year = &i. ;\n",
      "325                            surv_first_interval = interval_surv_&i.  ;\n",
      "326                        end ;\n",
      "327                    run;\n",
      "328                %end;\n",
      "329        \n",
      "330            %end;\n",
      "331        \n",
      "332            /*若沒有得過中風，那就以2011年末減去最早因心臟病住院日期*/\n",
      "333            data NH.Dd2008_target_stroke_surv ;\n",
      "334                set NH.Dd2008_target_stroke_surv ;\n",
      "335                if  surv_first_interval = . then do;\n",
      "336                    surv_first_interval = input('20111231' , yymmdd8.) - input(IN_DATE , yymmdd8.) ;\n",
      "337                end ;\n",
      "338            run;\n",
      "339        \n",
      "340            proc sort nodupkey data = NH.Dd2008_target_stroke_surv\n",
      "341                out = NH.Dd2008_target_stroke_surv ;\n",
      "342                by ID surv_first_interval  ;\n",
      "343            run;\n",
      "344        \n",
      "345            proc sort nodupkey data = NH.Dd2008_target_stroke_surv\n",
      "346                out = NH.Dd2008_target_stroke_surv ;\n",
      "347                by ID  ;\n",
      "348            run;\n",
      "349        \n",
      "350        %mend after2008_stroke_interval_surv;\n",
      "351        %after2008_stroke_interval_surv;\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已從資料集 NH.DD2008_TARGET_STROKE. 讀取 4817 個觀測值\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 資料集 NH.DD2008_TARGET_STROKE_SURV 有 4817 個觀測值和 28 個變數。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 DATA 陳述式 (總處理時間):\n",
      "      實際時間           0.00 秒\n",
      "      CPU 時間            0.00 秒\n",
      "      \u001b[0m\n",
      "\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已從資料集 NH.DD2008_TARGET_STROKE_SURV. 讀取 4817 個觀測值\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 資料集 NH.DD2008_TARGET_STROKE_SURV 有 4817 個觀測值和 29 個變數。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 DATA 陳述式 (總處理時間):\n",
      "      實際時間           0.01 秒\n",
      "      CPU 時間            0.00 秒\n",
      "      \u001b[0m\n",
      "\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已從資料集 NH.DD2008_TARGET_STROKE_SURV. 讀取 4817 個觀測值\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 資料集 NH.DD2008_TARGET_STROKE_SURV 有 4817 個觀測值和 31 個變數。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 DATA 陳述式 (總處理時間):\n",
      "      實際時間           0.01 秒\n",
      "      CPU 時間            0.01 秒\n",
      "      \u001b[0m\n",
      "\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已從資料集 NH.DD2008_TARGET_STROKE_SURV. 讀取 4817 個觀測值\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 資料集 NH.DD2008_TARGET_STROKE_SURV 有 4817 個觀測值和 32 個變數。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 DATA 陳述式 (總處理時間):\n",
      "      實際時間           0.00 秒\n",
      "      CPU 時間            0.00 秒\n",
      "      \u001b[0m\n",
      "\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已從資料集 NH.DD2008_TARGET_STROKE_SURV. 讀取 4817 個觀測值\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 資料集 NH.DD2008_TARGET_STROKE_SURV 有 4817 個觀測值和 33 個變數。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 DATA 陳述式 (總處理時間):\n",
      "      實際時間           0.01 秒\n",
      "      CPU 時間            0.01 秒\n",
      "      \u001b[0m\n",
      "\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已從資料集 NH.DD2008_TARGET_STROKE_SURV. 讀取 4817 個觀測值\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 資料集 NH.DD2008_TARGET_STROKE_SURV 有 4817 個觀測值和 33 個變數。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 DATA 陳述式 (總處理時間):\n",
      "      實際時間           0.00 秒\n",
      "      CPU 時間            0.00 秒\n",
      "      \u001b[0m\n",
      "\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已從資料集 NH.DD2008_TARGET_STROKE_SURV. 讀取 4817 個觀測值\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 資料集 NH.DD2008_TARGET_STROKE_SURV 有 4817 個觀測值和 34 個變數。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 DATA 陳述式 (總處理時間):\n",
      "      實際時間           0.00 秒\n",
      "      CPU 時間            0.00 秒\n",
      "      \u001b[0m\n",
      "\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已從資料集 NH.DD2008_TARGET_STROKE_SURV. 讀取 4817 個觀測值\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 資料集 NH.DD2008_TARGET_STROKE_SURV 有 4817 個觀測值和 35 個變數。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 DATA 陳述式 (總處理時間):\n",
      "      實際時間           0.01 秒\n",
      "      CPU 時間            0.01 秒\n",
      "      \u001b[0m\n",
      "\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已從資料集 NH.DD2008_TARGET_STROKE_SURV. 讀取 4817 個觀測值\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 資料集 NH.DD2008_TARGET_STROKE_SURV 有 4817 個觀測值和 35 個變數。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 DATA 陳述式 (總處理時間):\n",
      "      實際時間           0.00 秒\n",
      "      CPU 時間            0.00 秒\n",
      "      \u001b[0m\n",
      "\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已從資料集 NH.DD2008_TARGET_STROKE_SURV. 讀取 4817 個觀測值\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 資料集 NH.DD2008_TARGET_STROKE_SURV 有 4817 個觀測值和 35 個變數。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 DATA 陳述式 (總處理時間):\n",
      "      實際時間           0.00 秒\n",
      "      CPU 時間            0.00 秒\n",
      "      \u001b[0m\n",
      "\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已從資料集 NH.DD2008_TARGET_STROKE_SURV. 讀取 4817 個觀測值\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已刪除 289 個具有重複索引鍵值的觀測值。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 資料集 NH.DD2008_TARGET_STROKE_SURV 有 4528 個觀測值和 35 個變數。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 PROCEDURE SORT (總處理時間):\n",
      "      實際時間           0.02 秒\n",
      "      CPU 時間            0.03 秒\n",
      "      \u001b[0m\n",
      "\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已從資料集 NH.DD2008_TARGET_STROKE_SURV. 讀取 4528 個觀測值\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已刪除 1063 個具有重複索引鍵值的觀測值。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 資料集 NH.DD2008_TARGET_STROKE_SURV 有 3465 個觀測值和 35 個變數。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 PROCEDURE SORT (總處理時間):\n",
      "      實際時間           0.01 秒\n",
      "      CPU 時間            0.01 秒\n",
      "      \u001b[0m\n",
      "\n",
      "352        \n",
      "353        \n",
      "354        ods html5 (id=saspy_internal) close;ods listing;\n",
      "355        \n",
      "\n",
      "14                                                            SAS 系統                         2023年 4月12日星期三 上午11時20分33秒\n",
      "\n",
      "356        \n"
     ]
    }
   ],
   "source": [
    "/*存活分析*/\n",
    "/*需要2008缺血性心臟病患者最早入院日期，與該群人最早中風的住院日期*/\n",
    "/*因為沒有記錄病人死亡的時間，因此把第一次中風的時間當作死亡時間*/\n",
    "%macro after2008_stroke_interval_surv; \n",
    "    %do i=2009 %to 2011; \n",
    "        %if  &i. = 2009 %then %do;\n",
    "            data NH.Dd2008_target_stroke_surv ;\n",
    "                set NH.Dd2008_target_stroke ;\n",
    "                if IN_DATE_&i.= '' then IN_DATE_surv_&i. = '19600101' ;\n",
    "                else IN_DATE_surv_&i. = IN_DATE_&i. ;\n",
    "            run;\n",
    "        %end; \n",
    "\n",
    "        %else %if  &i. ^= 2009 %then %do;\n",
    "            data NH.Dd2008_target_stroke_surv ;\n",
    "                set NH.Dd2008_target_stroke_surv ;\n",
    "                if IN_DATE_&i.= '' then IN_DATE_surv_&i. = '19600101' ;\n",
    "                else IN_DATE_surv_&i. = IN_DATE_&i. ;\n",
    "            run;\n",
    "        %end;\n",
    "\n",
    "        data NH.Dd2008_target_stroke_surv ;\n",
    "            set NH.Dd2008_target_stroke_surv ;\n",
    "            interval_surv_&i. = input(IN_DATE_surv_&i. , yymmdd8.) - input(IN_DATE , yymmdd8.);\n",
    "        run;\n",
    "\n",
    "        /*interval_surv_2009 年為正， surv_first_interval 就是 interval_surv_2009 ，就不需管2010 2011 是正還是負\n",
    "           簡單來說就是取\"第一個\"為正的值\n",
    "           因為沒有記錄病人死亡的時間，因此把第一次中風的時間當作死亡時間\n",
    "           如果要取\"最後一個\"為正的值，可以從後面遍歷*/\t\n",
    "        /*&i. = 2009 新增surv_first_interval的欄位，並在 interval_surv_&i. >= 0 時賦值給surv_first_interval*/\n",
    "        %if  &i. = 2009 %then %do;\t\n",
    "            data NH.Dd2008_target_stroke_surv ;\n",
    "                set NH.Dd2008_target_stroke_surv ;\n",
    "                if  interval_surv_&i. >= 0  then do;\n",
    "                    first_in_year = &i. ;\n",
    "                    surv_first_interval = interval_surv_&i.  ;\n",
    "                end ;\n",
    "            run;\n",
    "        %end; \n",
    "\n",
    "        %else %if &i. ^= 2009 %then %do;\n",
    "            data NH.Dd2008_target_stroke_surv ;\n",
    "                set NH.Dd2008_target_stroke_surv ;\n",
    "                if  interval_surv_&i. >= 0 and surv_first_interval = .  then do; \n",
    "                    first_in_year = &i. ;\n",
    "                    surv_first_interval = interval_surv_&i.  ;\n",
    "                end ;\n",
    "            run;\n",
    "        %end; \n",
    "\n",
    "    %end; \n",
    "\n",
    "    /*若沒有得過中風，那就以2011年末減去最早因心臟病住院日期*/\n",
    "    data NH.Dd2008_target_stroke_surv ;\n",
    "        set NH.Dd2008_target_stroke_surv ;\n",
    "        if  surv_first_interval = . then do; \n",
    "            surv_first_interval = input('20111231' , yymmdd8.) - input(IN_DATE , yymmdd8.) ;\n",
    "        end ;\n",
    "    run;\n",
    "\n",
    "    proc sort nodupkey data = NH.Dd2008_target_stroke_surv\n",
    "        out = NH.Dd2008_target_stroke_surv ; \n",
    "        by ID surv_first_interval  ; \n",
    "    run; \n",
    "\n",
    "    proc sort nodupkey data = NH.Dd2008_target_stroke_surv\n",
    "        out = NH.Dd2008_target_stroke_surv ; \n",
    "        by ID  ; \n",
    "    run;\n",
    "\n",
    "%mend after2008_stroke_interval_surv;\n",
    "%after2008_stroke_interval_surv;"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "a1859b61",
   "metadata": {},
   "outputs": [
    {
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       "    border-spacing: 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".cell, .container {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".contentfolder, .contentitem {\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: none;\r\n",
       "    margin-left: 6pt;\r\n",
       "}\r\n",
       ".contentproclabel, .contentprocname {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".contents {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: decimal;\r\n",
       "    margin-left: 8px;\r\n",
       "    margin-right: 8px;\r\n",
       "}\r\n",
       ".contentsdate {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".contenttitle {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".continued {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-spacing: 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".data, .dataemphasis {\r\n",
       "    background-color: #ffffff;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".dataemphasisfixed {\r\n",
       "    background-color: #ffffff;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".dataempty {\r\n",
       "    background-color: #ffffff;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".datafixed {\r\n",
       "    background-color: #ffffff;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".datastrong {\r\n",
       "    background-color: #ffffff;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".datastrongfixed {\r\n",
       "    background-color: #ffffff;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".date {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".document {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".errorbanner {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".errorcontent {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".errorcontentfixed {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".extendedpage {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 1pt;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "    text-align: center;\r\n",
       "}\r\n",
       ".fatalbanner {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".fatalcontent {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".fatalcontentfixed {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".folderaction {\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: none;\r\n",
       "    margin-left: 6pt;\r\n",
       "}\r\n",
       ".footer {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".footeremphasis {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".footeremphasisfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".footerempty {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".footerfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".footerstrong {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".footerstrongfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".frame {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".graph > colgroup {\r\n",
       "    border-left: 1px solid #c1c1c1;\r\n",
       "    border-right: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".graph > tbody, .graph > thead, .graph > tfoot {\r\n",
       "    border-top: 1px solid #c1c1c1;\r\n",
       "    border-bottom: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".graph { border: hidden; }\r\n",
       ".graph {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border: 1px solid #c1c1c1;\r\n",
       "    border-collapse: separate;\r\n",
       "    border-spacing: 1px;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    }\r\n",
       ".header {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".headeremphasis {\r\n",
       "    background-color: #d8dbd3;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".headeremphasisfixed {\r\n",
       "    background-color: #d8dbd3;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".headerempty {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".headerfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".headersandfooters {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".headerstrong {\r\n",
       "    background-color: #d8dbd3;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".headerstrongfixed {\r\n",
       "    background-color: #d8dbd3;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".index {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".indexaction, .indexitem {\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: none;\r\n",
       "    margin-left: 6pt;\r\n",
       "}\r\n",
       ".indexprocname {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".indextitle {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".layoutcontainer > col, .layoutcontainer > colgroup > col, .layoutcontainer > colgroup, .layoutcontainer > tr, .layoutcontainer > * > tr, .layoutcontainer > thead, .layoutcontainer > tbody, .layoutcontainer > tfoot, .layoutregion > col, .layoutregion > colgroup > col, .layoutregion > colgroup, .layoutregion > tr, .layoutregion > * > tr, .layoutregion > thead, .layoutregion > tbody, .layoutregion > tfoot { border: none; }\r\n",
       ".layoutcontainer, .layoutregion {\r\n",
       "    border: none;\r\n",
       "    border-spacing: 30px;\r\n",
       "    }\r\n",
       ".linecontent {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".list {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: disc;\r\n",
       "}\r\n",
       ".list10 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: square;\r\n",
       "}\r\n",
       ".list2 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: circle;\r\n",
       "}\r\n",
       ".list3, .list4, .list5, .list6, .list7, .list8, .list9 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: square;\r\n",
       "}\r\n",
       ".listitem {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: disc;\r\n",
       "}\r\n",
       ".listitem10 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: square;\r\n",
       "}\r\n",
       ".listitem2 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: circle;\r\n",
       "}\r\n",
       ".listitem3, .listitem4, .listitem5, .listitem6, .listitem7, .listitem8, .listitem9 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: square;\r\n",
       "}\r\n",
       ".note {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".notebanner {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".notecontent {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".notecontentfixed {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".output > colgroup {\r\n",
       "    border-left: 1px solid #c1c1c1;\r\n",
       "    border-right: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".output > tbody, .output > thead, .output > tfoot {\r\n",
       "    border-top: 1px solid #c1c1c1;\r\n",
       "    border-bottom: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".output { border: hidden; }\r\n",
       ".output {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border: 1px solid #c1c1c1;\r\n",
       "    border-collapse: separate;\r\n",
       "    border-spacing: 1px;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    }\r\n",
       ".pageno {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-spacing: 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "    text-align: right;\r\n",
       "    vertical-align: top;\r\n",
       "}\r\n",
       ".pages {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: decimal;\r\n",
       "    margin-left: 8px;\r\n",
       "    margin-right: 8px;\r\n",
       "}\r\n",
       ".pagesdate {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".pagesitem {\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: none;\r\n",
       "    margin-left: 6pt;\r\n",
       "}\r\n",
       ".pagesproclabel, .pagesprocname {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".pagestitle {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".paragraph {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".parskip > col, .parskip > colgroup > col, .parskip > colgroup, .parskip > tr, .parskip > * > tr, .parskip > thead, .parskip > tbody, .parskip > tfoot { border: none; }\r\n",
       ".parskip {\r\n",
       "    border: none;\r\n",
       "    border-spacing: 0;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "    }\r\n",
       ".prepage {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    text-align: left;\r\n",
       "}\r\n",
       ".proctitle {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".proctitlefixed {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowfooter {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowfooteremphasis {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".rowfooteremphasisfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".rowfooterempty {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowfooterfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".rowfooterstrong {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowfooterstrongfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowheader {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowheaderemphasis {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".rowheaderemphasisfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".rowheaderempty {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowheaderfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".rowheaderstrong {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowheaderstrongfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".systemfooter, .systemfooter10, .systemfooter2, .systemfooter3, .systemfooter4, .systemfooter5, .systemfooter6, .systemfooter7, .systemfooter8, .systemfooter9 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".systemtitle, .systemtitle10, .systemtitle2, .systemtitle3, .systemtitle4, .systemtitle5, .systemtitle6, .systemtitle7, .systemtitle8, .systemtitle9 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size: small;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".systitleandfootercontainer > col, .systitleandfootercontainer > colgroup > col, .systitleandfootercontainer > colgroup, .systitleandfootercontainer > tr, .systitleandfootercontainer > * > tr, .systitleandfootercontainer > thead, .systitleandfootercontainer > tbody, .systitleandfootercontainer > tfoot { border: none; }\r\n",
       ".systitleandfootercontainer {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border: none;\r\n",
       "    border-spacing: 1px;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".table > col, .table > colgroup > col {\r\n",
       "    border-left: 1px solid #c1c1c1;\r\n",
       "    border-right: 0 solid #c1c1c1;\r\n",
       "}\r\n",
       ".table > tr, .table > * > tr {\r\n",
       "    border-top: 1px solid #c1c1c1;\r\n",
       "    border-bottom: 0 solid #c1c1c1;\r\n",
       "}\r\n",
       ".table { border: hidden; }\r\n",
       ".table {\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 1px 0 0 1px;\r\n",
       "    border-collapse: collapse;\r\n",
       "    border-spacing: 0;\r\n",
       "    }\r\n",
       ".titleandnotecontainer > col, .titleandnotecontainer > colgroup > col, .titleandnotecontainer > colgroup, .titleandnotecontainer > tr, .titleandnotecontainer > * > tr, .titleandnotecontainer > thead, .titleandnotecontainer > tbody, .titleandnotecontainer > tfoot { border: none; }\r\n",
       ".titleandnotecontainer {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border: none;\r\n",
       "    border-spacing: 1px;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".titlesandfooters {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".usertext {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".warnbanner {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".warncontent {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".warncontentfixed {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       "/*]]>*/\r\n",
       "</style>\r\n",
       "</head>\r\n",
       "<body class=\"l body\">\r\n",
       "<h1 class=\"body toc\">SAS 輸出</h1>\r\n",
       "<section data-name=\"Lifetest\" data-sec-type=\"proc\">\r\n",
       "<div id=\"IDX\" class=\"systitleandfootercontainer\" style=\"border-spacing: 1px\">\r\n",
       "<p><span class=\"c systemtitle\">SAS 系統</span> </p>\r\n",
       "</div>\r\n",
       "<div class=\"proc_title_group\">\r\n",
       "<p class=\"c proctitle\">LIFETEST 程序</p>\r\n",
       "</div>\r\n",
       "<h1 class=\"contentprocname toc\"> LIFETEST 程序</h1>\r\n",
       "<article>\r\n",
       "<h1 class=\"contentitem toc\">受限摘要</h1>\r\n",
       "<table class=\"table\" style=\"border-spacing: 0\">\r\n",
       "<colgroup><col/><col/></colgroup><colgroup><col/><col/><col/><col/></colgroup>\r\n",
       "<thead>\r\n",
       "<tr>\r\n",
       "<th class=\"c b header\" colspan=\"6\" scope=\"colgroup\">設限和未設限值的數目摘要</th>\r\n",
       "</tr>\r\n",
       "<tr>\r\n",
       "<th class=\"r b header\" scope=\"col\">分層</th>\r\n",
       "<th class=\"b header\" scope=\"col\">ID_SEX</th>\r\n",
       "<th class=\"r b header\" scope=\"col\">總計</th>\r\n",
       "<th class=\"r b header\" scope=\"col\">失敗</th>\r\n",
       "<th class=\"r b header\" scope=\"col\">設限</th>\r\n",
       "<th class=\"r b header\" scope=\"col\">百分比<br/>設限</th>\r\n",
       "</tr>\r\n",
       "</thead>\r\n",
       "<tbody>\r\n",
       "<tr>\r\n",
       "<th class=\"r rowheader\" scope=\"row\">1</th>\r\n",
       "<th class=\"data\">F</th>\r\n",
       "<td class=\"r data\">1346</td>\r\n",
       "<td class=\"r data\">140</td>\r\n",
       "<td class=\"r data\">1206</td>\r\n",
       "<td class=\"r data\">89.60</td>\r\n",
       "</tr>\r\n",
       "<tr>\r\n",
       "<th class=\"r rowheader\" scope=\"row\">2</th>\r\n",
       "<th class=\"data\">M</th>\r\n",
       "<td class=\"r data\">2119</td>\r\n",
       "<td class=\"r data\">210</td>\r\n",
       "<td class=\"r data\">1909</td>\r\n",
       "<td class=\"r data\">90.09</td>\r\n",
       "</tr>\r\n",
       "<tr>\r\n",
       "<th class=\"r rowheader\" scope=\"row\">總計</th>\r\n",
       "<th class=\"data\">&#160;</th>\r\n",
       "<td class=\"r data\">3465</td>\r\n",
       "<td class=\"r data\">350</td>\r\n",
       "<td class=\"r data\">3115</td>\r\n",
       "<td class=\"r data\">89.90</td>\r\n",
       "</tr>\r\n",
       "</tbody>\r\n",
       "</table>\r\n",
       "</article>\r\n",
       "<section>\r\n",
       "<h1 class=\"contentfolder toc\">分層均齊性</h1>\r\n",
       "<hr class=\"pagebreak\"/>\r\n",
       "<div id=\"IDX1\" class=\"systitleandfootercontainer\" style=\"border-spacing: 1px\">\r\n",
       "<p><span class=\"c systemtitle\">SAS 系統</span> </p>\r\n",
       "</div>\r\n",
       "<div class=\"proc_title_group\">\r\n",
       "<p class=\"c proctitle\">LIFETEST 程序</p>\r\n",
       "</div>\r\n",
       "<div class=\"proc_note_group\">\r\n",
       "<p class=\"c proctitle\">分層上 analysis_value 之存活曲線的檢定均齊性</p>\r\n",
       "</div>\r\n",
       "<article>\r\n",
       "<h1 class=\"contentitem toc\">排名統計值</h1>\r\n",
       "<table class=\"table\" style=\"border-spacing: 0\">\r\n",
       "<colgroup><col/><col/><col/></colgroup>\r\n",
       "<thead>\r\n",
       "<tr>\r\n",
       "<th class=\"c b header\" colspan=\"3\" scope=\"colgroup\">秩統計值</th>\r\n",
       "</tr>\r\n",
       "<tr>\r\n",
       "<th class=\"b header\" scope=\"col\">ID_SEX</th>\r\n",
       "<th class=\"r b header\" scope=\"col\">對數排名</th>\r\n",
       "<th class=\"r b header\" scope=\"col\">Wilcoxon</th>\r\n",
       "</tr>\r\n",
       "</thead>\r\n",
       "<tbody>\r\n",
       "<tr>\r\n",
       "<th class=\"rowheader\" scope=\"row\">F</th>\r\n",
       "<td class=\"r data\">4.1110</td>\r\n",
       "<td class=\"r data\">10187</td>\r\n",
       "</tr>\r\n",
       "<tr>\r\n",
       "<th class=\"rowheader\" scope=\"row\">M</th>\r\n",
       "<td class=\"r data\" style=\"white-space: nowrap\">-4.1110</td>\r\n",
       "<td class=\"r data\" style=\"white-space: nowrap\">-10187</td>\r\n",
       "</tr>\r\n",
       "</tbody>\r\n",
       "</table>\r\n",
       "</article>\r\n",
       "<article id=\"IDX2\">\r\n",
       "<h1 class=\"contentitem toc\">對數排名共變異數</h1>\r\n",
       "<table class=\"table\" style=\"border-spacing: 0\">\r\n",
       "<colgroup><col/></colgroup><colgroup><col/><col/></colgroup>\r\n",
       "<thead>\r\n",
       "<tr>\r\n",
       "<th class=\"c b header\" colspan=\"3\" scope=\"colgroup\">對數排名統計值的共變異數矩陣</th>\r\n",
       "</tr>\r\n",
       "<tr>\r\n",
       "<th class=\"b header\" scope=\"col\">ID_SEX</th>\r\n",
       "<th class=\"r b header\" scope=\"col\">F</th>\r\n",
       "<th class=\"r b header\" scope=\"col\">M</th>\r\n",
       "</tr>\r\n",
       "</thead>\r\n",
       "<tbody>\r\n",
       "<tr>\r\n",
       "<th class=\"rowheader\" scope=\"row\">F</th>\r\n",
       "<td class=\"r data\">83.1205</td>\r\n",
       "<td class=\"r data\" style=\"white-space: nowrap\">-83.1205</td>\r\n",
       "</tr>\r\n",
       "<tr>\r\n",
       "<th class=\"rowheader\" scope=\"row\">M</th>\r\n",
       "<td class=\"r data\" style=\"white-space: nowrap\">-83.1205</td>\r\n",
       "<td class=\"r data\">83.1205</td>\r\n",
       "</tr>\r\n",
       "</tbody>\r\n",
       "</table>\r\n",
       "</article>\r\n",
       "<article id=\"IDX3\">\r\n",
       "<h1 class=\"contentitem toc\">Wilcoxon 共變異數</h1>\r\n",
       "<table class=\"table\" style=\"border-spacing: 0\">\r\n",
       "<colgroup><col/></colgroup><colgroup><col/><col/></colgroup>\r\n",
       "<thead>\r\n",
       "<tr>\r\n",
       "<th class=\"c b header\" colspan=\"3\" scope=\"colgroup\">Wilcoxon 統計值的共變異數矩陣</th>\r\n",
       "</tr>\r\n",
       "<tr>\r\n",
       "<th class=\"b header\" scope=\"col\">ID_SEX</th>\r\n",
       "<th class=\"r b header\" scope=\"col\">F</th>\r\n",
       "<th class=\"r b header\" scope=\"col\">M</th>\r\n",
       "</tr>\r\n",
       "</thead>\r\n",
       "<tbody>\r\n",
       "<tr>\r\n",
       "<th class=\"rowheader\" scope=\"row\">F</th>\r\n",
       "<td class=\"r data\">8.7087E8</td>\r\n",
       "<td class=\"r data\" style=\"white-space: nowrap\">-8.709E8</td>\r\n",
       "</tr>\r\n",
       "<tr>\r\n",
       "<th class=\"rowheader\" scope=\"row\">M</th>\r\n",
       "<td class=\"r data\" style=\"white-space: nowrap\">-8.709E8</td>\r\n",
       "<td class=\"r data\">8.7087E8</td>\r\n",
       "</tr>\r\n",
       "</tbody>\r\n",
       "</table>\r\n",
       "</article>\r\n",
       "<article id=\"IDX4\">\r\n",
       "<h1 class=\"contentitem toc\">均齊性檢定</h1>\r\n",
       "<table class=\"table\" style=\"border-spacing: 0\">\r\n",
       "<colgroup><col/><col/><col/><col/></colgroup>\r\n",
       "<thead>\r\n",
       "<tr>\r\n",
       "<th class=\"c b header\" colspan=\"4\" scope=\"colgroup\">分層相等性的檢定</th>\r\n",
       "</tr>\r\n",
       "<tr>\r\n",
       "<th class=\"b header\" scope=\"col\">檢定</th>\r\n",
       "<th class=\"r b header\" scope=\"col\">卡方</th>\r\n",
       "<th class=\"r b header\" scope=\"col\">自由度</th>\r\n",
       "<th class=\"c b header\" scope=\"col\">Pr &gt;<br/>卡方</th>\r\n",
       "</tr>\r\n",
       "</thead>\r\n",
       "<tbody>\r\n",
       "<tr>\r\n",
       "<th class=\"rowheader\" scope=\"row\">對數排名</th>\r\n",
       "<td class=\"r data\">0.2033</td>\r\n",
       "<td class=\"r data\">1</td>\r\n",
       "<td class=\"r data\">0.6520</td>\r\n",
       "</tr>\r\n",
       "<tr>\r\n",
       "<th class=\"rowheader\" scope=\"row\">Wilcoxon</th>\r\n",
       "<td class=\"r data\">0.1192</td>\r\n",
       "<td class=\"r data\">1</td>\r\n",
       "<td class=\"r data\">0.7299</td>\r\n",
       "</tr>\r\n",
       "<tr>\r\n",
       "<th class=\"rowheader\" scope=\"row\">-2Log(LR)</th>\r\n",
       "<td class=\"r data\">0.2183</td>\r\n",
       "<td class=\"r data\">1</td>\r\n",
       "<td class=\"r data\">0.6404</td>\r\n",
       "</tr>\r\n",
       "</tbody>\r\n",
       "</table>\r\n",
       "</article>\r\n",
       "</section>\r\n",
       "<article id=\"IDX5\">\r\n",
       "<h1 class=\"contentitem toc\">存活曲線</h1>\r\n",
       "<div class=\"c\">\r\n",
       "<img style=\"height: 480px; width: 640px\" alt=\"含有有風險主題數目的乘積極限存活曲線\" src=\"data:image/png;base64,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\"/>\r\n",
       "</div>\r\n",
       "</article>\r\n",
       "</section>\r\n",
       "</body>\r\n",
       "</html>\r\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "/*存活分析圖：KM PLOT*/\n",
    "%macro km_plot_stroke_gender;\n",
    "    data NH.km_plot_stroke_gender;\n",
    "        set NH.Dd2008_target_stroke_surv (keep= ID_SEX  surv_first_interval  stroke_happen) ;\n",
    "    run;\n",
    "\n",
    "    data NH.km_plot_stroke_gender;\n",
    "        set NH.km_plot_stroke_gender (rename = ( surv_first_interval  = analysis_value  )) ;\n",
    "        if stroke_happen = 0 then censor = 1;\n",
    "        else if stroke_happen = 1 then censor = 0;\n",
    "    run;\n",
    "\n",
    "    /*下載ProvideSurvivalMacros*/\n",
    "    data _null_;\n",
    "    %let url = //support.sas.com/documentation/onlinedoc/stat/ex_code/131;\n",
    "    infile \"http:&url/templft.html\" device=url;\n",
    "    file 'macros.tmp';\n",
    "    input;\n",
    "    if index(_infile_, '</pre>') then stop;\n",
    "    if pre then put _infile_;\n",
    "    if index(_infile_, '<pre>') then pre + 1;\n",
    "    run;\n",
    "    %inc 'macros.tmp' / nosource;\n",
    "\n",
    "    %ProvideSurvivalMacros\n",
    "        /*設定字大小、粗體和字型*/\n",
    "        %let tatters = textattrs=(size=14pt weight=bold family='arial');\n",
    "        /* 修改title */\n",
    "        %let TitleText0 = \"Kaplan-Meier Plot\";\n",
    "        /*如果分層只有一層的title*/\n",
    "         %let TitleText1 = &titletext0 \" for \" STRATUMID  / &tatters;\n",
    "        /*分層有多層的title*/\n",
    "         %let TitleText2 = &titletext0  / &tatters;\n",
    "        /*省略副標題*/\n",
    "         %let nTitles = 1;\n",
    "        /*修改圖例的位置*/\n",
    "         %let LegendOpts = title=GROUPNAME location=inside across=1 autoalign=(TopRight);\n",
    "       /*改變log rank test名稱，位置，去框*/\n",
    "          %let InsetOpts = autoalign=(BottomLeft) border=false BackgroundColor=GraphWalls:Color Opaque=true;\n",
    "\n",
    "        /*修改Y軸*/\n",
    "        %let yOptions = label=\"Survival\"  labelattrs=(size=12pt weight=bold family='arial')\n",
    "                linearopts=(viewmin=0.85 viewmax=1 tickvaluelist=(0.85 0.9 1.0));\n",
    "\n",
    "        /*修改群組的顏色、修改線的樣式*/\n",
    "        %let GraphOpts = DataContrastColors=(green red blue) DataColors=(green red blue)\n",
    "                                     ATTRPRIORITY=NONE DataLinePatterns=(ShortDash MediumDash LongDash);\n",
    "       /*修改線的粗細*/\n",
    "        %let StepOpts = lineattrs=(thickness=2.5);\n",
    "       /*修改Censor的樣式*/\n",
    "        %let Censored = markerattrs=(symbol=circlefilled size=10px);\n",
    "        %let Censorstr = \"(*ESC*){Unicode '25cf'x} Censored\" ;\n",
    "    %CompileSurvivalTemplates\n",
    "\n",
    "    proc format;\n",
    "       value $ID_SEX\n",
    "          \"F\" = \"Female\"\n",
    "          \"M\" = \"Male\"\n",
    "    run;\n",
    "\n",
    "    ods graphics;\n",
    "    ods output survivalplot = survivalplot;\n",
    "    proc lifetest data = NH.km_plot_stroke_gender  notable   plots = survival(test atrisk(maxlen=13)  atrisk=0 to 2500 by 365);\n",
    "       time analysis_value  * censor(1);  /*event的話要改為(0)*/\n",
    "       strata ID_SEX;\n",
    "    run;\n",
    "    %ProvideSurvivalMacros\n",
    "\n",
    "    /* 刪除已修改的templates. */\n",
    "    proc template;\n",
    "         delete Stat.Lifetest.Graphics.ProductLimitSurvival / store=sasuser.templat;\n",
    "         delete Stat.Lifetest.Graphics.ProductLimitSurvival2 / store=sasuser.templat;\n",
    "    run;\n",
    "\n",
    "%mend km_plot_stroke_gender;\n",
    "%km_plot_stroke_gender;"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "458e3592",
   "metadata": {},
   "source": [
    "### 住院天數\n",
    "### 2008缺血性心臟病患者，分別在 2009、2010、2011 因為中風而住院天數計算   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "3ac9e7de",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "17                                                            SAS 系統                         2023年 4月12日星期三 上午11時20分33秒\n",
      "\n",
      "806        ods listing close;ods html5 (id=saspy_internal) file=_tomods1 options(bitmap_mode='inline') device=svg style=HTMLBlue;\n",
      "806      ! ods graphics on / outputfmt=png;\n",
      "\u001b[38;5;21mNOTE: 正在寫入 HTML5(SASPY_INTERNAL) Body (本文) 檔案: _TOMODS1\u001b[0m\n",
      "807        \n",
      "808        /*住院天數*/\n",
      "809        /*2008缺血性心臟病患者，分別在 2009、2010、2011 因為中風而住院天數計算*/\n",
      "810        %macro after2008_stroke_interval_hosp;\n",
      "811            %do i = 2009 %to 2011;\n",
      "812                data NH.Dd2008_stroke_interval_hosp_&i.;\n",
      "813                    set NH.Dd2008_target_stroke (keep = ID stroke_&i. IN_DATE_&i.  OUT_DATE_&i. stroke_happen);\n",
      "814                run;\n",
      "815        \n",
      "816                data NH.Dd2008_stroke_interval_hosp_&i.;\n",
      "817                    set NH.Dd2008_stroke_interval_hosp_&i.;\n",
      "818                    if stroke_&i. = 1 and OUT_DATE_&i. and IN_DATE_&i.  then do ;\n",
      "819                        interval_hosp = input(OUT_DATE_&i. , yymmdd8.) - input(IN_DATE_&i. , yymmdd8.);\n",
      "820                        output;\n",
      "821                    end;\n",
      "822                run;\n",
      "823            %end;\n",
      "824        \n",
      "825        %mend after2008_stroke_interval_hosp;\n",
      "826        %after2008_stroke_interval_hosp;\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已從資料集 NH.DD2008_TARGET_STROKE. 讀取 4817 個觀測值\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 資料集 NH.DD2008_STROKE_INTERVAL_HOSP_2009 有 4817 個觀測值和 5 個變數。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 DATA 陳述式 (總處理時間):\n",
      "      實際時間           0.00 秒\n",
      "      CPU 時間            0.00 秒\n",
      "      \u001b[0m\n",
      "\n",
      "\n",
      "\u001b[38;5;21mNOTE: 字元值已轉換為數值，其位置的指定方式: (行):(欄)。\n",
      "      826:2   826:2   \u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已從資料集 NH.DD2008_STROKE_INTERVAL_HOSP_2009. 讀取 4817 個觀測值\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 資料集 NH.DD2008_STROKE_INTERVAL_HOSP_2009 有 345 個觀測值和 6 個變數。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 DATA 陳述式 (總處理時間):\n",
      "      實際時間           0.01 秒\n",
      "      CPU 時間            0.00 秒\n",
      "      \u001b[0m\n",
      "\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已從資料集 NH.DD2008_TARGET_STROKE. 讀取 4817 個觀測值\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 資料集 NH.DD2008_STROKE_INTERVAL_HOSP_2010 有 4817 個觀測值和 5 個變數。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 DATA 陳述式 (總處理時間):\n",
      "      實際時間           0.01 秒\n",
      "      CPU 時間            0.01 秒\n",
      "      \u001b[0m\n",
      "\n",
      "\n",
      "\u001b[38;5;21mNOTE: 字元值已轉換為數值，其位置的指定方式: (行):(欄)。\n",
      "      826:2   826:2   \u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已從資料集 NH.DD2008_STROKE_INTERVAL_HOSP_2010. 讀取 4817 個觀測值\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 資料集 NH.DD2008_STROKE_INTERVAL_HOSP_2010 有 343 個觀測值和 6 個變數。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 DATA 陳述式 (總處理時間):\n",
      "      實際時間           0.00 秒\n",
      "      CPU 時間            0.01 秒\n",
      "      \u001b[0m\n",
      "\n",
      "\n",
      "\u001b[38;5;21mNOTE: 已從資料集 NH.DD2008_TARGET_STROKE. 讀取 4817 個觀測值\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 資料集 NH.DD2008_STROKE_INTERVAL_HOSP_2011 有 4817 個觀測值和 5 個變數。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 DATA 陳述式 (總處理時間):\n",
      "      實際時間           0.00 秒\n",
      "      CPU 時間            0.01 秒\n",
      "      \u001b[0m\n",
      "\n",
      "\n",
      "\u001b[38;5;21mNOTE: 字元值已轉換為數值，其位置的指定方式: (行):(欄)。\n",
      "      826:2   826:2   \u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已從資料集 NH.DD2008_STROKE_INTERVAL_HOSP_2011. 讀取 4817 個觀測值\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 資料集 NH.DD2008_STROKE_INTERVAL_HOSP_2011 有 287 個觀測值和 6 個變數。\u001b[0m\n",
      "\u001b[38;5;21mNOTE: 已使用 DATA 陳述式 (總處理時間):\n",
      "      實際時間           0.01 秒\n",
      "      CPU 時間            0.00 秒\n",
      "      \u001b[0m\n",
      "\n",
      "827        \n",
      "828        \n",
      "829        ods html5 (id=saspy_internal) close;ods listing;\n",
      "830        \n",
      "\n",
      "18                                                            SAS 系統                         2023年 4月12日星期三 上午11時20分33秒\n",
      "\n",
      "831        \n"
     ]
    }
   ],
   "source": [
    "/*住院天數*/\n",
    "/*2008缺血性心臟病患者，分別在 2009、2010、2011 因為中風而住院天數計算*/\n",
    "%macro after2008_stroke_interval_hosp;\n",
    "    %do i = 2009 %to 2011; \n",
    "        data NH.Dd2008_stroke_interval_hosp_&i.;\n",
    "            set NH.Dd2008_target_stroke (keep = ID stroke_&i. IN_DATE_&i.  OUT_DATE_&i. stroke_happen);\n",
    "        run;\n",
    "\n",
    "        data NH.Dd2008_stroke_interval_hosp_&i.;\n",
    "            set NH.Dd2008_stroke_interval_hosp_&i.;\n",
    "            if stroke_&i. = 1 and OUT_DATE_&i. and IN_DATE_&i.  then do ;\n",
    "                interval_hosp = input(OUT_DATE_&i. , yymmdd8.) - input(IN_DATE_&i. , yymmdd8.);\n",
    "                output;\n",
    "            end;\n",
    "        run;\n",
    "    %end; \n",
    "\n",
    "%mend after2008_stroke_interval_hosp;\n",
    "%after2008_stroke_interval_hosp; "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bdd7c6e2",
   "metadata": {},
   "source": [
    "### 計算年齡平均 & 標準差 、性別比例"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "3e2b911c",
   "metadata": {},
   "outputs": [
    {
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       "<head>\r\n",
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       "<meta content=\"SAS 9.4\" name=\"generator\"/>\r\n",
       "<title>SAS 輸出</title>\r\n",
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       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".folderaction {\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: none;\r\n",
       "    margin-left: 6pt;\r\n",
       "}\r\n",
       ".footer {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".footeremphasis {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".footeremphasisfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".footerempty {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".footerfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".footerstrong {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".footerstrongfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".frame {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".graph > colgroup {\r\n",
       "    border-left: 1px solid #c1c1c1;\r\n",
       "    border-right: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".graph > tbody, .graph > thead, .graph > tfoot {\r\n",
       "    border-top: 1px solid #c1c1c1;\r\n",
       "    border-bottom: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".graph { border: hidden; }\r\n",
       ".graph {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border: 1px solid #c1c1c1;\r\n",
       "    border-collapse: separate;\r\n",
       "    border-spacing: 1px;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    }\r\n",
       ".header {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".headeremphasis {\r\n",
       "    background-color: #d8dbd3;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".headeremphasisfixed {\r\n",
       "    background-color: #d8dbd3;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".headerempty {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".headerfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".headersandfooters {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".headerstrong {\r\n",
       "    background-color: #d8dbd3;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".headerstrongfixed {\r\n",
       "    background-color: #d8dbd3;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".index {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".indexaction, .indexitem {\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: none;\r\n",
       "    margin-left: 6pt;\r\n",
       "}\r\n",
       ".indexprocname {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".indextitle {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".layoutcontainer > col, .layoutcontainer > colgroup > col, .layoutcontainer > colgroup, .layoutcontainer > tr, .layoutcontainer > * > tr, .layoutcontainer > thead, .layoutcontainer > tbody, .layoutcontainer > tfoot, .layoutregion > col, .layoutregion > colgroup > col, .layoutregion > colgroup, .layoutregion > tr, .layoutregion > * > tr, .layoutregion > thead, .layoutregion > tbody, .layoutregion > tfoot { border: none; }\r\n",
       ".layoutcontainer, .layoutregion {\r\n",
       "    border: none;\r\n",
       "    border-spacing: 30px;\r\n",
       "    }\r\n",
       ".linecontent {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".list {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: disc;\r\n",
       "}\r\n",
       ".list10 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: square;\r\n",
       "}\r\n",
       ".list2 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: circle;\r\n",
       "}\r\n",
       ".list3, .list4, .list5, .list6, .list7, .list8, .list9 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: square;\r\n",
       "}\r\n",
       ".listitem {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: disc;\r\n",
       "}\r\n",
       ".listitem10 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: square;\r\n",
       "}\r\n",
       ".listitem2 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: circle;\r\n",
       "}\r\n",
       ".listitem3, .listitem4, .listitem5, .listitem6, .listitem7, .listitem8, .listitem9 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: square;\r\n",
       "}\r\n",
       ".note {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".notebanner {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".notecontent {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".notecontentfixed {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".output > colgroup {\r\n",
       "    border-left: 1px solid #c1c1c1;\r\n",
       "    border-right: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".output > tbody, .output > thead, .output > tfoot {\r\n",
       "    border-top: 1px solid #c1c1c1;\r\n",
       "    border-bottom: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".output { border: hidden; }\r\n",
       ".output {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border: 1px solid #c1c1c1;\r\n",
       "    border-collapse: separate;\r\n",
       "    border-spacing: 1px;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    }\r\n",
       ".pageno {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-spacing: 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "    text-align: right;\r\n",
       "    vertical-align: top;\r\n",
       "}\r\n",
       ".pages {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: decimal;\r\n",
       "    margin-left: 8px;\r\n",
       "    margin-right: 8px;\r\n",
       "}\r\n",
       ".pagesdate {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".pagesitem {\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: none;\r\n",
       "    margin-left: 6pt;\r\n",
       "}\r\n",
       ".pagesproclabel, .pagesprocname {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".pagestitle {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".paragraph {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".parskip > col, .parskip > colgroup > col, .parskip > colgroup, .parskip > tr, .parskip > * > tr, .parskip > thead, .parskip > tbody, .parskip > tfoot { border: none; }\r\n",
       ".parskip {\r\n",
       "    border: none;\r\n",
       "    border-spacing: 0;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "    }\r\n",
       ".prepage {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    text-align: left;\r\n",
       "}\r\n",
       ".proctitle {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".proctitlefixed {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowfooter {\r\n",
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       ".rowheaderstrongfixed {\r\n",
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       ".systemtitle, .systemtitle10, .systemtitle2, .systemtitle3, .systemtitle4, .systemtitle5, .systemtitle6, .systemtitle7, .systemtitle8, .systemtitle9 {\r\n",
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       ".systitleandfootercontainer > col, .systitleandfootercontainer > colgroup > col, .systitleandfootercontainer > colgroup, .systitleandfootercontainer > tr, .systitleandfootercontainer > * > tr, .systitleandfootercontainer > thead, .systitleandfootercontainer > tbody, .systitleandfootercontainer > tfoot { border: none; }\r\n",
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       "}\r\n",
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       "    color: #112277;\r\n",
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       "</style>\r\n",
       "</head>\r\n",
       "<body class=\"l body\">\r\n",
       "<h1 class=\"body toc\">SAS 輸出</h1>\r\n",
       "<section data-name=\"SQL\" data-sec-type=\"proc\">\r\n",
       "<div id=\"IDX\" class=\"systitleandfootercontainer\" style=\"border-spacing: 1px\">\r\n",
       "<p><span class=\"c systemtitle\">SAS 系統</span> </p>\r\n",
       "</div>\r\n",
       "<h1 class=\"contentprocname toc\"> SQL 程序</h1>\r\n",
       "<article>\r\n",
       "<h1 class=\"contentitem toc\">查詢結果</h1>\r\n",
       "<table class=\"table\" style=\"border-spacing: 0\">\r\n",
       "<colgroup><col/><col/></colgroup>\r\n",
       "<thead>\r\n",
       "<tr>\r\n",
       "<th class=\"r b header\" scope=\"col\">mean_age</th>\r\n",
       "<th class=\"r b header\" scope=\"col\">std_age</th>\r\n",
       "</tr>\r\n",
       "</thead>\r\n",
       "<tbody>\r\n",
       "<tr>\r\n",
       "<td class=\"r data\">85.09293</td>\r\n",
       "<td class=\"r data\">10.68027</td>\r\n",
       "</tr>\r\n",
       "</tbody>\r\n",
       "</table>\r\n",
       "</article>\r\n",
       "</section>\r\n",
       "<section data-name=\"SQL\" data-sec-type=\"proc\">\r\n",
       "<hr class=\"pagebreak\"/>\r\n",
       "<div id=\"IDX1\" class=\"systitleandfootercontainer\" style=\"border-spacing: 1px\">\r\n",
       "<p><span class=\"c systemtitle\">SAS 系統</span> </p>\r\n",
       "</div>\r\n",
       "<h1 class=\"contentprocname toc\"> SQL 程序</h1>\r\n",
       "<article>\r\n",
       "<h1 class=\"contentitem toc\">查詢結果</h1>\r\n",
       "<table class=\"table\" style=\"border-spacing: 0\">\r\n",
       "<colgroup><col/><col/></colgroup>\r\n",
       "<thead>\r\n",
       "<tr>\r\n",
       "<th class=\"b header\" scope=\"col\">ID_SEX</th>\r\n",
       "<th class=\"r b header\" scope=\"col\">sex_percent</th>\r\n",
       "</tr>\r\n",
       "</thead>\r\n",
       "<tbody>\r\n",
       "<tr>\r\n",
       "<td class=\"data\">F</td>\r\n",
       "<td class=\"r data\">0.388456</td>\r\n",
       "</tr>\r\n",
       "<tr>\r\n",
       "<td class=\"data\">M</td>\r\n",
       "<td class=\"r data\">0.611544</td>\r\n",
       "</tr>\r\n",
       "</tbody>\r\n",
       "</table>\r\n",
       "</article>\r\n",
       "</section>\r\n",
       "</body>\r\n",
       "</html>\r\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "proc sort data = NH.Dd2008_target\n",
    "    out = NH.Dd2008_avg_age; \n",
    "    by ID; \n",
    "run;\n",
    "\n",
    "/*剔除掉重複ID，並取最後一筆*/\n",
    "data NH.Dd2008_avg_age; \n",
    "    set NH.Dd2008_avg_age; \n",
    "    by ID; \n",
    "    first = first.id;\n",
    "    last = last.id;\n",
    "    if last= 1 then output;\n",
    "run;\n",
    "\n",
    "\n",
    "/*平均年齡*/\n",
    "proc sql;  \n",
    "   select avg(age) as mean_age , std(age) as std_age\n",
    "   into :patient_mean_age , :patient_std_age \n",
    "   from NH.Dd2008_avg_age ; \n",
    "quit;\n",
    "%put &patient_mean_age.; \n",
    "%put &patient_std_age.; \n",
    "\n",
    "/*計算病人總數*/\n",
    "proc sql noprint;\n",
    "    select count(age) as total_patient_num\n",
    "    into :total_patient_num\n",
    "    from NH.Dd2008_avg_age\n",
    "    ; \n",
    "quit;\n",
    "%put &total_patient_num.; \n",
    "\n",
    "/*性別比例*/\n",
    "proc sql;\n",
    "    select ID_sex , count(ID_sex) / &total_patient_num. as sex_percent\n",
    "    from NH.Dd2008_avg_age\n",
    "    group by ID_sex\n",
    "    ; \n",
    "quit;"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "28b4a92a",
   "metadata": {},
   "source": [
    "### 針對2007年計算過去病史比例 \n",
    "#### 目標對象很可能同時罹患不同疾病，所以應該是計算罹患某種疾病的目標佔全部目標對象的百分比\n",
    "\n",
    "目標疾病 :  ```⾼⾎壓  ⾼⾎糖  ⾼⾎脂  慢性腎臟病  慢性阻塞性肺部疾病  ```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "e927f04a",
   "metadata": {},
   "outputs": [
    {
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       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "    padding-top: 4pt;\r\n",
       "}\r\n",
       ".batch > colgroup {\r\n",
       "    border-left: 1px solid #c1c1c1;\r\n",
       "    border-right: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".batch > tbody, .batch > thead, .batch > tfoot {\r\n",
       "    border-top: 1px solid #c1c1c1;\r\n",
       "    border-bottom: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".batch { border: hidden; }\r\n",
       ".batch {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border: 1px solid #c1c1c1;\r\n",
       "    border-collapse: separate;\r\n",
       "    border-spacing: 1px;\r\n",
       "    color: #000000;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    padding: 7px;\r\n",
       "    }\r\n",
       ".beforecaption {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-spacing: 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".body {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    margin-left: 8px;\r\n",
       "    margin-right: 8px;\r\n",
       "}\r\n",
       ".bodydate {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-spacing: 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    text-align: right;\r\n",
       "    vertical-align: top;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".bycontentfolder {\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: none;\r\n",
       "    margin-left: 6pt;\r\n",
       "}\r\n",
       ".byline {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-spacing: 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".bylinecontainer > col, .bylinecontainer > colgroup > col, .bylinecontainer > colgroup, .bylinecontainer > tr, .bylinecontainer > * > tr, .bylinecontainer > thead, .bylinecontainer > tbody, .bylinecontainer > tfoot { border: none; }\r\n",
       ".bylinecontainer {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border: none;\r\n",
       "    border-spacing: 1px;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".caption {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-spacing: 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".cell, .container {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".contentfolder, .contentitem {\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: none;\r\n",
       "    margin-left: 6pt;\r\n",
       "}\r\n",
       ".contentproclabel, .contentprocname {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".contents {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: decimal;\r\n",
       "    margin-left: 8px;\r\n",
       "    margin-right: 8px;\r\n",
       "}\r\n",
       ".contentsdate {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".contenttitle {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".continued {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-spacing: 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".data, .dataemphasis {\r\n",
       "    background-color: #ffffff;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".dataemphasisfixed {\r\n",
       "    background-color: #ffffff;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".dataempty {\r\n",
       "    background-color: #ffffff;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".datafixed {\r\n",
       "    background-color: #ffffff;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".datastrong {\r\n",
       "    background-color: #ffffff;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".datastrongfixed {\r\n",
       "    background-color: #ffffff;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".date {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".document {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".errorbanner {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".errorcontent {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".errorcontentfixed {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".extendedpage {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 1pt;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "    text-align: center;\r\n",
       "}\r\n",
       ".fatalbanner {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".fatalcontent {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".fatalcontentfixed {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".folderaction {\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: none;\r\n",
       "    margin-left: 6pt;\r\n",
       "}\r\n",
       ".footer {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".footeremphasis {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".footeremphasisfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".footerempty {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".footerfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".footerstrong {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".footerstrongfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".frame {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".graph > colgroup {\r\n",
       "    border-left: 1px solid #c1c1c1;\r\n",
       "    border-right: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".graph > tbody, .graph > thead, .graph > tfoot {\r\n",
       "    border-top: 1px solid #c1c1c1;\r\n",
       "    border-bottom: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".graph { border: hidden; }\r\n",
       ".graph {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border: 1px solid #c1c1c1;\r\n",
       "    border-collapse: separate;\r\n",
       "    border-spacing: 1px;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    }\r\n",
       ".header {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".headeremphasis {\r\n",
       "    background-color: #d8dbd3;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".headeremphasisfixed {\r\n",
       "    background-color: #d8dbd3;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".headerempty {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".headerfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".headersandfooters {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".headerstrong {\r\n",
       "    background-color: #d8dbd3;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".headerstrongfixed {\r\n",
       "    background-color: #d8dbd3;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".index {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".indexaction, .indexitem {\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: none;\r\n",
       "    margin-left: 6pt;\r\n",
       "}\r\n",
       ".indexprocname {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".indextitle {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".layoutcontainer > col, .layoutcontainer > colgroup > col, .layoutcontainer > colgroup, .layoutcontainer > tr, .layoutcontainer > * > tr, .layoutcontainer > thead, .layoutcontainer > tbody, .layoutcontainer > tfoot, .layoutregion > col, .layoutregion > colgroup > col, .layoutregion > colgroup, .layoutregion > tr, .layoutregion > * > tr, .layoutregion > thead, .layoutregion > tbody, .layoutregion > tfoot { border: none; }\r\n",
       ".layoutcontainer, .layoutregion {\r\n",
       "    border: none;\r\n",
       "    border-spacing: 30px;\r\n",
       "    }\r\n",
       ".linecontent {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".list {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: disc;\r\n",
       "}\r\n",
       ".list10 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: square;\r\n",
       "}\r\n",
       ".list2 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: circle;\r\n",
       "}\r\n",
       ".list3, .list4, .list5, .list6, .list7, .list8, .list9 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: square;\r\n",
       "}\r\n",
       ".listitem {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: disc;\r\n",
       "}\r\n",
       ".listitem10 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: square;\r\n",
       "}\r\n",
       ".listitem2 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: circle;\r\n",
       "}\r\n",
       ".listitem3, .listitem4, .listitem5, .listitem6, .listitem7, .listitem8, .listitem9 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: square;\r\n",
       "}\r\n",
       ".note {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".notebanner {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".notecontent {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".notecontentfixed {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".output > colgroup {\r\n",
       "    border-left: 1px solid #c1c1c1;\r\n",
       "    border-right: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".output > tbody, .output > thead, .output > tfoot {\r\n",
       "    border-top: 1px solid #c1c1c1;\r\n",
       "    border-bottom: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".output { border: hidden; }\r\n",
       ".output {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border: 1px solid #c1c1c1;\r\n",
       "    border-collapse: separate;\r\n",
       "    border-spacing: 1px;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    }\r\n",
       ".pageno {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-spacing: 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "    text-align: right;\r\n",
       "    vertical-align: top;\r\n",
       "}\r\n",
       ".pages {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: decimal;\r\n",
       "    margin-left: 8px;\r\n",
       "    margin-right: 8px;\r\n",
       "}\r\n",
       ".pagesdate {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".pagesitem {\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: none;\r\n",
       "    margin-left: 6pt;\r\n",
       "}\r\n",
       ".pagesproclabel, .pagesprocname {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".pagestitle {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".paragraph {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".parskip > col, .parskip > colgroup > col, .parskip > colgroup, .parskip > tr, .parskip > * > tr, .parskip > thead, .parskip > tbody, .parskip > tfoot { border: none; }\r\n",
       ".parskip {\r\n",
       "    border: none;\r\n",
       "    border-spacing: 0;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "    }\r\n",
       ".prepage {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    text-align: left;\r\n",
       "}\r\n",
       ".proctitle {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".proctitlefixed {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowfooter {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowfooteremphasis {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".rowfooteremphasisfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".rowfooterempty {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowfooterfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".rowfooterstrong {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowfooterstrongfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowheader {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowheaderemphasis {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".rowheaderemphasisfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".rowheaderempty {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowheaderfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".rowheaderstrong {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowheaderstrongfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".systemfooter, .systemfooter10, .systemfooter2, .systemfooter3, .systemfooter4, .systemfooter5, .systemfooter6, .systemfooter7, .systemfooter8, .systemfooter9 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".systemtitle, .systemtitle10, .systemtitle2, .systemtitle3, .systemtitle4, .systemtitle5, .systemtitle6, .systemtitle7, .systemtitle8, .systemtitle9 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size: small;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".systitleandfootercontainer > col, .systitleandfootercontainer > colgroup > col, .systitleandfootercontainer > colgroup, .systitleandfootercontainer > tr, .systitleandfootercontainer > * > tr, .systitleandfootercontainer > thead, .systitleandfootercontainer > tbody, .systitleandfootercontainer > tfoot { border: none; }\r\n",
       ".systitleandfootercontainer {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border: none;\r\n",
       "    border-spacing: 1px;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".table > col, .table > colgroup > col {\r\n",
       "    border-left: 1px solid #c1c1c1;\r\n",
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       "</head>\r\n",
       "<body class=\"l body\">\r\n",
       "<h1 class=\"body toc\">SAS 輸出</h1>\r\n",
       "<section data-name=\"SQL\" data-sec-type=\"proc\">\r\n",
       "<div id=\"IDX\" class=\"systitleandfootercontainer\" style=\"border-spacing: 1px\">\r\n",
       "<p><span class=\"c systemtitle\">SAS 系統</span> </p>\r\n",
       "</div>\r\n",
       "<h1 class=\"contentprocname toc\"> SQL 程序</h1>\r\n",
       "<article>\r\n",
       "<h1 class=\"contentitem toc\">查詢結果</h1>\r\n",
       "<table class=\"table\" style=\"border-spacing: 0\">\r\n",
       "<colgroup><col/><col/></colgroup>\r\n",
       "<thead>\r\n",
       "<tr>\r\n",
       "<th class=\"b header\" scope=\"col\">disease</th>\r\n",
       "<th class=\"r b header\" scope=\"col\">disease_percentage</th>\r\n",
       "</tr>\r\n",
       "</thead>\r\n",
       "<tbody>\r\n",
       "<tr>\r\n",
       "<td class=\"data\">高血壓</td>\r\n",
       "<td class=\"r data\">0.592133</td>\r\n",
       "</tr>\r\n",
       "<tr>\r\n",
       "<td class=\"data\">高血糖</td>\r\n",
       "<td class=\"r data\">0.332298</td>\r\n",
       "</tr>\r\n",
       "<tr>\r\n",
       "<td class=\"data\">高血脂</td>\r\n",
       "<td class=\"r data\">0.101449</td>\r\n",
       "</tr>\r\n",
       "<tr>\r\n",
       "<td class=\"data\">慢性腎臟病</td>\r\n",
       "<td class=\"r data\">0.018634</td>\r\n",
       "</tr>\r\n",
       "<tr>\r\n",
       "<td class=\"data\">慢性阻塞性肺部疾病</td>\r\n",
       "<td class=\"r data\">0.135611</td>\r\n",
       "</tr>\r\n",
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    "/*針對2007年計算過去病史比例*/\n",
    "/*目標疾病 : ??壓 ??糖 ??脂 慢性腎臟病 慢性阻塞性肺部疾病*/\n",
    "%macro before_2007_disease_1; \t\n",
    "\t/*先創建macro variable  condition1_1 ~ condition5_4*/\n",
    "\t%do i=1 %to 5;\n",
    "\t\t/*高血壓 (ICD9: 401-405)*/\n",
    "\t\t/*住院主診斷碼、次診斷碼任一個診斷碼符合皆算確診*/\n",
    "\t\t%if &i. = 1 %then %do;\n",
    "\t\t\t%let string = ('401' '402' '403' '404' '405');\n",
    "\t\t%end;\n",
    "\n",
    "\t\t/*高血糖 (ICD9: 250)*/\n",
    "\t\t/*住院主診斷碼、次診斷碼任一個診斷碼符合皆算確診*/\t\n",
    "\t\t%else %if &i. = 2 %then %do;\n",
    "\t\t\t%let string = ('250');\n",
    "\t\t%end;\n",
    "\n",
    "\t\t/*高血脂 (ICD9: 272)*/\n",
    "\t\t/*住院主診斷碼、次診斷碼任一個診斷碼符合皆算確診*/\n",
    "\t\t%else %if &i. = 3 %then %do;\n",
    "\t\t\t%let string = ('272');\n",
    "\t\t%end;\n",
    "\n",
    "\t\t/*慢性腎臟病 (ICD9: 585)*/ \n",
    "\t\t/*住院主診斷碼、次診斷碼任一個診斷碼符合皆算確診*/\n",
    "\t\t%else %if &i. = 4 %then %do;\n",
    "\t\t\t%let string = ('585');\n",
    "\t\t%end;\n",
    "\n",
    "\t\t/*慢性阻塞性肺部疾病 (ICD9: 490-496)*/\n",
    "\t\t/*住院主診斷碼、次診斷碼任一個診斷碼符合皆算確診*/\n",
    "\t\t%else %if &i. = 5 %then %do;\n",
    "\t\t\t%let string = ('490' '491' ' 492' '493' '494' '495'  '496');\n",
    "\t\t%end;\n",
    "\t\t\n",
    "\t\t%do j=1 %to 4; \n",
    "\t\t\t%if &j. = 1 %then %do;\n",
    "\t\t\t\t%let condition&i._&j. = substr(ICD9CM_CODE , 1 , 3) in &string.;\n",
    "\t\t\t%end;\n",
    "\n",
    "\t\t\t%else %if &j. ^= 1 %then %do;\n",
    "\t\t\t\t%let jj = %eval(&j. - 1); \n",
    "\t\t\t\t%let condition&i._&j. = substr(ICD9CM_CODE_&jj. , 1 , 3) in &string.;\n",
    "\t\t\t%end;\n",
    "\n",
    "\t\t\t%put &i._&j. &&condition&i._&j.; \n",
    "\t\t%end;\n",
    "\t%end;\n",
    "\n",
    "\t%do i=1 %to 5;\n",
    "\t\t%do j=1 %to 4; \n",
    "\t\t\t%if  &i. = 1 and &j. = 1  %then %do;\n",
    "\t\t\t\tdata NH.Dd2007_disease;\n",
    "\t\t\t\t\tset NH.Dd2007 ;\n",
    "\t\t\t\t\tif &&condition&i._&j. then condition_&i._&j. = 1;\n",
    "\t\t\t\t\telse condition_&i._&j. = 0;\n",
    "\t\t\t\trun;\n",
    "\t\t\t%end; \n",
    "\n",
    "\t\t\t%else %do;\n",
    "\t\t\t\tdata NH.Dd2007_disease ;\n",
    "\t\t\t\t\tset NH.Dd2007_disease ;\n",
    "\t\t\t\t\tif &&condition&i._&j. then condition_&i._&j. = 1;\n",
    "\t\t\t\t\telse condition_&i._&j. = 0;\n",
    "\t\t\t\trun;\n",
    "\t\t\t%end; \n",
    "\t\t%end;\n",
    "\t%end;\n",
    "%mend before_2007_disease_1; \n",
    "%before_2007_disease_1; \n",
    "\n",
    "\n",
    "%macro before_2007_disease_2; \n",
    "    /*累加 condition1_1 ~ condition5_4 \n",
    "       1.高血壓  2.高血糖  3.高血脂  4.慢性腎臟病  5.慢性阻塞性肺部疾病 \n",
    "       只要有罹患上述任一疾病，condition的值都會大於0 */\n",
    "    data NH.Dd2007_disease;\n",
    "        set NH.Dd2007_disease ;\n",
    "        condition = 0 ;   /*累加初始化*/\n",
    "    run;\n",
    "    %do i=1 %to 5;\n",
    "        %do j=1 %to 4; \n",
    "            data NH.Dd2007_disease;\n",
    "                set NH.Dd2007_disease ;\n",
    "                condition = condition + condition_&i._&j. ;\n",
    "            run;\n",
    "        %end; \n",
    "    %end; \n",
    "\n",
    "    /*高血壓(disease_1)  高血糖(disease_2) 高血脂(disease_3) 慢性腎臟病(disease_4) 慢性阻塞性肺部疾病(disease_5)*/\n",
    "    /*上面這些疾病很可能重複得到 所以應該是計算某種疾病佔目標對象的百分比*/\n",
    "    %do i=1 %to 5;\n",
    "        %do j=1 %to 4; \n",
    "            %if  &j. = 1  %then %do;\n",
    "                data NH.Dd2007_disease;\n",
    "                    set NH.Dd2007_disease ;\n",
    "                    disease_&i. = condition_&i._&j. ;\n",
    "                run;\n",
    "            %end; \n",
    "\n",
    "            %else %if &j. ^= 1 %then  %do;\n",
    "                data NH.Dd2007_disease;\n",
    "                    set NH.Dd2007_disease ;\n",
    "                    disease_&i. = disease_&i. + condition_&i._&j. ;\n",
    "                run;\n",
    "            %end; \n",
    "        %end; \n",
    "\n",
    "        data NH.Dd2007_disease;\n",
    "            set NH.Dd2007_disease ;\n",
    "            if disease_&i. > 0 then disease_&i. = 1 ;\n",
    "        run;\n",
    "    %end; \n",
    "\n",
    "    /*1.高血壓  2.高血糖  3.高血脂  4.慢性腎臟病  5.慢性阻塞性肺部疾病 \n",
    "        只要有罹患上述任一疾病，condition的值會大於0， condition 大於0的資料篩選出來 */\n",
    "    data NH.Dd2007_disease; \n",
    "        set NH.Dd2007_disease ;\n",
    "        if  condition> 0 then output;\n",
    "    run;\n",
    "\n",
    "    /*只挑選2008年罹患缺血性心臟病患者*/\n",
    "    proc sql;\n",
    "        create table NH.Dd2007_disease as\n",
    "        select * \n",
    "        from NH.Dd2007_disease\n",
    "        where ID in (select ID from NH.Dd2008_target_patient_list)\n",
    "        ;\n",
    "    quit;\n",
    "\n",
    "    data NH.Dd2007_disease_important; \n",
    "        set NH.Dd2007_disease (keep = ID    ICD9CM_CODE    ICD9CM_CODE_1    ICD9CM_CODE_2    ICD9CM_CODE_3    disease_1-disease_5   condition);\n",
    "    run;\n",
    "%mend before_2007_disease_2; \n",
    "%before_2007_disease_2; \n",
    "\n",
    "\n",
    "%macro before_2007_disease_3; \n",
    "    %do i=1 %to 5; \n",
    "        /*把同一個人罹患同一種疾病的資料去除掉*/\n",
    "        proc sort nodupkey data = NH.Dd2007_disease\n",
    "            out = NH.Dd2007_disease_&i.; \n",
    "            by ID disease_&i.; \n",
    "        run;  \n",
    "\n",
    "        /*把ID 跟 disease_&i. 留下來*/\n",
    "        data NH.Dd2007_disease_&i.; \n",
    "            set NH.Dd2007_disease_&i.(keep = ID disease_&i.); \n",
    "        run; \n",
    "\n",
    "        /*把ID重複的刪去*/\n",
    "        proc sort nodupkey data = NH.Dd2007_disease_&i.\n",
    "            out = NH.Dd2007_disease_&i.; \n",
    "            by ID; \n",
    "        run;  \n",
    "\n",
    "        /*計算NH.Dd2007_disease_&i.有幾筆資料*/\n",
    "        proc sql noprint;\n",
    "            select count(ID) as total_disease_row_&i.\n",
    "            into :  total_disease_row_&i.\n",
    "            from NH.Dd2007_disease_&i.\n",
    "            ; \n",
    "        quit;\n",
    "        %put &&total_disease_row_&i.;\n",
    "\n",
    "        /*disease_&i.為1的總數 / NH.Dd2007_disease_&i.資料數*/\n",
    "        proc sql noprint;\n",
    "            select sum(disease_&i.) / &&total_disease_row_&i.  as disease_percentage_&i.\n",
    "            into :  disease_percentage_&i.\n",
    "            from NH.Dd2007_disease_&i.\n",
    "            ; \n",
    "        quit;\n",
    "\n",
    "    %end;\n",
    "    \n",
    "    proc sql;\n",
    "        create table Nh.disease_percentage\n",
    "        (disease char(20) , disease_percentage num);\n",
    "\n",
    "        insert  into \n",
    "        Nh.disease_percentage\n",
    "        (disease , disease_percentage)\n",
    "        values('高血壓' ,             &disease_percentage_1.)\n",
    "        values('高血糖' ,             &disease_percentage_2.)\n",
    "        values('高血脂' ,             &disease_percentage_3.)\n",
    "        values('慢性腎臟病' ,         &disease_percentage_4.)\n",
    "        values('慢性阻塞性肺部疾病' ,  &disease_percentage_5.);\n",
    "\n",
    "        select *\n",
    "        from Nh.disease_percentage\n",
    "        ;\n",
    "    quit;\n",
    "    \n",
    "%mend before_2007_disease_3; \n",
    "%before_2007_disease_3;"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8c094e4c",
   "metadata": {},
   "source": [
    "### 針對2007年計算過去用藥史比例\n",
    "#### 目標對象很可能同時使用數種藥物，所以應該是計算使用該種用藥的對象佔全部目標對象的百分比\n",
    "\n",
    "目標用藥 : ```ANTIHYPERTENSIVE  bblocker  Metformin  Statin```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "20ad084d",
   "metadata": {},
   "outputs": [
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       "    border-bottom: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".batch { border: hidden; }\r\n",
       ".batch {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border: 1px solid #c1c1c1;\r\n",
       "    border-collapse: separate;\r\n",
       "    border-spacing: 1px;\r\n",
       "    color: #000000;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    padding: 7px;\r\n",
       "    }\r\n",
       ".beforecaption {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-spacing: 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".body {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    margin-left: 8px;\r\n",
       "    margin-right: 8px;\r\n",
       "}\r\n",
       ".bodydate {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-spacing: 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    text-align: right;\r\n",
       "    vertical-align: top;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".bycontentfolder {\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: none;\r\n",
       "    margin-left: 6pt;\r\n",
       "}\r\n",
       ".byline {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-spacing: 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".bylinecontainer > col, .bylinecontainer > colgroup > col, .bylinecontainer > colgroup, .bylinecontainer > tr, .bylinecontainer > * > tr, .bylinecontainer > thead, .bylinecontainer > tbody, .bylinecontainer > tfoot { border: none; }\r\n",
       ".bylinecontainer {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border: none;\r\n",
       "    border-spacing: 1px;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".caption {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-spacing: 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".cell, .container {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".contentfolder, .contentitem {\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: none;\r\n",
       "    margin-left: 6pt;\r\n",
       "}\r\n",
       ".contentproclabel, .contentprocname {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".contents {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: decimal;\r\n",
       "    margin-left: 8px;\r\n",
       "    margin-right: 8px;\r\n",
       "}\r\n",
       ".contentsdate {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".contenttitle {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".continued {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-spacing: 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".data, .dataemphasis {\r\n",
       "    background-color: #ffffff;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".dataemphasisfixed {\r\n",
       "    background-color: #ffffff;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".dataempty {\r\n",
       "    background-color: #ffffff;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".datafixed {\r\n",
       "    background-color: #ffffff;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".datastrong {\r\n",
       "    background-color: #ffffff;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".datastrongfixed {\r\n",
       "    background-color: #ffffff;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".date {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".document {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".errorbanner {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".errorcontent {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".errorcontentfixed {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".extendedpage {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 1pt;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "    text-align: center;\r\n",
       "}\r\n",
       ".fatalbanner {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".fatalcontent {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".fatalcontentfixed {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".folderaction {\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: none;\r\n",
       "    margin-left: 6pt;\r\n",
       "}\r\n",
       ".footer {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".footeremphasis {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".footeremphasisfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".footerempty {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".footerfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".footerstrong {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".footerstrongfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".frame {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".graph > colgroup {\r\n",
       "    border-left: 1px solid #c1c1c1;\r\n",
       "    border-right: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".graph > tbody, .graph > thead, .graph > tfoot {\r\n",
       "    border-top: 1px solid #c1c1c1;\r\n",
       "    border-bottom: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".graph { border: hidden; }\r\n",
       ".graph {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border: 1px solid #c1c1c1;\r\n",
       "    border-collapse: separate;\r\n",
       "    border-spacing: 1px;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    }\r\n",
       ".header {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".headeremphasis {\r\n",
       "    background-color: #d8dbd3;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".headeremphasisfixed {\r\n",
       "    background-color: #d8dbd3;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".headerempty {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".headerfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".headersandfooters {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".headerstrong {\r\n",
       "    background-color: #d8dbd3;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".headerstrongfixed {\r\n",
       "    background-color: #d8dbd3;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #000000;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".index {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".indexaction, .indexitem {\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: none;\r\n",
       "    margin-left: 6pt;\r\n",
       "}\r\n",
       ".indexprocname {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".indextitle {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".layoutcontainer > col, .layoutcontainer > colgroup > col, .layoutcontainer > colgroup, .layoutcontainer > tr, .layoutcontainer > * > tr, .layoutcontainer > thead, .layoutcontainer > tbody, .layoutcontainer > tfoot, .layoutregion > col, .layoutregion > colgroup > col, .layoutregion > colgroup, .layoutregion > tr, .layoutregion > * > tr, .layoutregion > thead, .layoutregion > tbody, .layoutregion > tfoot { border: none; }\r\n",
       ".layoutcontainer, .layoutregion {\r\n",
       "    border: none;\r\n",
       "    border-spacing: 30px;\r\n",
       "    }\r\n",
       ".linecontent {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".list {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: disc;\r\n",
       "}\r\n",
       ".list10 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: square;\r\n",
       "}\r\n",
       ".list2 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: circle;\r\n",
       "}\r\n",
       ".list3, .list4, .list5, .list6, .list7, .list8, .list9 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: square;\r\n",
       "}\r\n",
       ".listitem {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: disc;\r\n",
       "}\r\n",
       ".listitem10 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: square;\r\n",
       "}\r\n",
       ".listitem2 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: circle;\r\n",
       "}\r\n",
       ".listitem3, .listitem4, .listitem5, .listitem6, .listitem7, .listitem8, .listitem9 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: square;\r\n",
       "}\r\n",
       ".note {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".notebanner {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".notecontent {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".notecontentfixed {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".output > colgroup {\r\n",
       "    border-left: 1px solid #c1c1c1;\r\n",
       "    border-right: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".output > tbody, .output > thead, .output > tfoot {\r\n",
       "    border-top: 1px solid #c1c1c1;\r\n",
       "    border-bottom: 1px solid #c1c1c1;\r\n",
       "}\r\n",
       ".output { border: hidden; }\r\n",
       ".output {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border: 1px solid #c1c1c1;\r\n",
       "    border-collapse: separate;\r\n",
       "    border-spacing: 1px;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    }\r\n",
       ".pageno {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border-spacing: 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "    text-align: right;\r\n",
       "    vertical-align: top;\r\n",
       "}\r\n",
       ".pages {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: decimal;\r\n",
       "    margin-left: 8px;\r\n",
       "    margin-right: 8px;\r\n",
       "}\r\n",
       ".pagesdate {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".pagesitem {\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    list-style-type: none;\r\n",
       "    margin-left: 6pt;\r\n",
       "}\r\n",
       ".pagesproclabel, .pagesprocname {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".pagestitle {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".paragraph {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".parskip > col, .parskip > colgroup > col, .parskip > colgroup, .parskip > tr, .parskip > * > tr, .parskip > thead, .parskip > tbody, .parskip > tfoot { border: none; }\r\n",
       ".parskip {\r\n",
       "    border: none;\r\n",
       "    border-spacing: 0;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "    }\r\n",
       ".prepage {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    text-align: left;\r\n",
       "}\r\n",
       ".proctitle {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".proctitlefixed {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowfooter {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowfooteremphasis {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".rowfooteremphasisfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".rowfooterempty {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowfooterfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".rowfooterstrong {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowfooterstrongfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowheader {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowheaderemphasis {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".rowheaderemphasisfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: italic;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".rowheaderempty {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowheaderfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".rowheaderstrong {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".rowheaderstrongfixed {\r\n",
       "    background-color: #edf2f9;\r\n",
       "    border-color: #b0b7bb;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 0 1px 1px 0;\r\n",
       "    color: #112277;\r\n",
       "    font-family: MingLiu, Courier, monospace, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".systemfooter, .systemfooter10, .systemfooter2, .systemfooter3, .systemfooter4, .systemfooter5, .systemfooter6, .systemfooter7, .systemfooter8, .systemfooter9 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "}\r\n",
       ".systemtitle, .systemtitle10, .systemtitle2, .systemtitle3, .systemtitle4, .systemtitle5, .systemtitle6, .systemtitle7, .systemtitle8, .systemtitle9 {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    color: #112277;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size: small;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: bold;\r\n",
       "}\r\n",
       ".systitleandfootercontainer > col, .systitleandfootercontainer > colgroup > col, .systitleandfootercontainer > colgroup, .systitleandfootercontainer > tr, .systitleandfootercontainer > * > tr, .systitleandfootercontainer > thead, .systitleandfootercontainer > tbody, .systitleandfootercontainer > tfoot { border: none; }\r\n",
       ".systitleandfootercontainer {\r\n",
       "    background-color: #fafbfe;\r\n",
       "    border: none;\r\n",
       "    border-spacing: 1px;\r\n",
       "    color: #000000;\r\n",
       "    font-family: HeiT, HeiT, Helvetica, Helv, sans-serif;\r\n",
       "    font-size:  normal;\r\n",
       "    font-style: normal;\r\n",
       "    font-weight: normal;\r\n",
       "    width: 100%;\r\n",
       "}\r\n",
       ".table > col, .table > colgroup > col {\r\n",
       "    border-left: 1px solid #c1c1c1;\r\n",
       "    border-right: 0 solid #c1c1c1;\r\n",
       "}\r\n",
       ".table > tr, .table > * > tr {\r\n",
       "    border-top: 1px solid #c1c1c1;\r\n",
       "    border-bottom: 0 solid #c1c1c1;\r\n",
       "}\r\n",
       ".table { border: hidden; }\r\n",
       ".table {\r\n",
       "    border-color: #c1c1c1;\r\n",
       "    border-style: solid;\r\n",
       "    border-width: 1px 0 0 1px;\r\n",
       "    border-collapse: collapse;\r\n",
       "    border-spacing: 0;\r\n",
       "    }\r\n",
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       "</style>\r\n",
       "</head>\r\n",
       "<body class=\"l body\">\r\n",
       "<h1 class=\"body toc\">SAS 輸出</h1>\r\n",
       "<section data-name=\"SQL\" data-sec-type=\"proc\">\r\n",
       "<div id=\"IDX\" class=\"systitleandfootercontainer\" style=\"border-spacing: 1px\">\r\n",
       "<p><span class=\"c systemtitle\">SAS 系統</span> </p>\r\n",
       "</div>\r\n",
       "<h1 class=\"contentprocname toc\"> SQL 程序</h1>\r\n",
       "<article>\r\n",
       "<h1 class=\"contentitem toc\">查詢結果</h1>\r\n",
       "<table class=\"table\" style=\"border-spacing: 0\">\r\n",
       "<colgroup><col/><col/></colgroup>\r\n",
       "<thead>\r\n",
       "<tr>\r\n",
       "<th class=\"b header\" scope=\"col\">drug</th>\r\n",
       "<th class=\"r b header\" scope=\"col\">drug_percentage</th>\r\n",
       "</tr>\r\n",
       "</thead>\r\n",
       "<tbody>\r\n",
       "<tr>\r\n",
       "<td class=\"data\">ANTIHYPERTENSIVE</td>\r\n",
       "<td class=\"r data\">.</td>\r\n",
       "</tr>\r\n",
       "<tr>\r\n",
       "<td class=\"data\">bblocker</td>\r\n",
       "<td class=\"r data\">0.062201</td>\r\n",
       "</tr>\r\n",
       "<tr>\r\n",
       "<td class=\"data\">Metformin</td>\r\n",
       "<td class=\"r data\">0.291866</td>\r\n",
       "</tr>\r\n",
       "<tr>\r\n",
       "<td class=\"data\">Statin</td>\r\n",
       "<td class=\"r data\">0.416268</td>\r\n",
       "</tr>\r\n",
       "</tbody>\r\n",
       "</table>\r\n",
       "</article>\r\n",
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   "source": [
    "/*針對2007年計算過去用藥史比例*/\n",
    "/*目標用藥 : ANTIHYPERTENSIVES 、 bblocker 、 Metformin 、 Statin*/\n",
    "proc import file='C:\\Users\\Hong Guo-Peng\\Desktop\\SAS_demo\\SAS_healthy_insurance_demo\\SAS_dataset\\meditation.csv' \n",
    "    out = NH.meditation\n",
    "    dbms = csv replace;\n",
    "run;\n",
    "\n",
    "/*先把目標藥物挑出來*/\n",
    "proc sql ;\n",
    "    create table NH.drug_code_group as\n",
    "    select distinct drug_code , drug_group  \n",
    "    from NH.meditation\n",
    "    where drug_group in ('ANTIHYPERTENSIVE' , 'bblocker' , 'Metformin' , 'Statin');\n",
    "quit;\n",
    "\n",
    "proc sql; \n",
    "    create table NH.Do2007_drug as\n",
    "    select a.FEE_YM , a.APPL_TYPE , a.APPL_DATE , a.CASE_TYPE , a.SEQ_NO , a.HOSP_ID , a.ORDER_CODE , \n",
    "               b.ID , c.drug_group\n",
    "    from NH.Do2007 as a\n",
    "\n",
    "    /*left join 人次與住院資訊*/\n",
    "    left join NH.Dd2007 as b\n",
    "    on a.FEE_YM = b.FEE_YM and a.APPL_TYPE = b.APPL_TYPE and a.APPL_DATE = b.APPL_DATE  and a.CASE_TYPE = b.CASE_TYPE  and a.SEQ_NO = b.SEQ_NO and a.HOSP_ID = b.HOSP_ID \n",
    "\n",
    "    /*left join 用藥*/\n",
    "    left join NH.meditation as c\n",
    "    on a.ORDER_CODE = c.drug_code\n",
    "\n",
    "    /*再用where陳述把不相關的藥物剔除*/\n",
    "    where a.ORDER_CODE in (select drug_code from NH.drug_code_group) and b.ID in (select ID from NH.Dd2008_target_patient_list) \t\n",
    "    ;\n",
    "quit;\n",
    "\n",
    "\n",
    "/*ANTIHYPERTENSIVE(drug_1)  bblocker(drug_2) Metformin(drug_3) Statin(drug_4) */\n",
    "/*目標對象很可能同時服用drug_1 ~ drug_4 所以應該是計算某種用藥佔目標對象的百分比*/\n",
    "data NH.Do2007_drug; \n",
    "    set NH.Do2007_drug;\n",
    "    if drug_group = 'ANTIHYPERTENSIVE'  then drug_1 = 1;\n",
    "    if drug_group = 'bblocker'          then drug_2 = 1;\n",
    "    if drug_group =  'Metformin'        then drug_3 = 1;\n",
    "    if drug_group = 'Statin'            then drug_4 = 1;\n",
    "run;\n",
    "\n",
    "\n",
    "%macro meditation; \n",
    "    %do i=1 %to 4; \n",
    "        /*把同一個人用同一種藥的資料去除掉*/\n",
    "        proc sort nodupkey data = NH.Do2007_drug\n",
    "            out = NH.Do2007_drug_&i.; \n",
    "            by ID drug_&i.; \n",
    "        run;  \n",
    "\n",
    "        /*把ID 跟 drug_&i. 留下來*/\n",
    "        data NH.Do2007_drug_&i.; \n",
    "            set NH.Do2007_drug_&i. (keep = ID drug_&i.); \n",
    "        run; \n",
    "\n",
    "        /*把ID重複的刪去*/\n",
    "        proc sort nodupkey data = NH.Do2007_drug_&i.\n",
    "            out = NH.Do2007_drug_&i.; \n",
    "            by ID; \n",
    "        run;  \n",
    "\n",
    "        /*計算NH.Do2007_drug_&i.有幾筆資料*/\n",
    "        proc sql noprint;\n",
    "            select count(ID) as total_drug_row_&i.\n",
    "            into :  total_drug_row_&i.\n",
    "            from NH.Do2007_drug_&i.\n",
    "            ; \n",
    "        quit;\n",
    "        %put &&total_drug_row_&i.;\n",
    "\n",
    "        /*drug_&i.為1的總數 / NH.Do2007_drug_&i.資料數*/\n",
    "        proc sql noprint;\n",
    "            select sum(drug_&i.) / &&total_drug_row_&i.  as drug_percentage_&i.\n",
    "            into :drug_percentage_&i.\n",
    "            from NH.Do2007_drug_&i.\n",
    "            ;\n",
    "        quit;\n",
    "     \n",
    "    %end;\n",
    "    \n",
    "    proc sql;\n",
    "        create table Nh.drug_percentage\n",
    "        (drug char(20) , drug_percentage num);\n",
    "\n",
    "        insert  into \n",
    "        Nh.drug_percentage\n",
    "        (drug , drug_percentage)\n",
    "        values('ANTIHYPERTENSIVE' , &drug_percentage_1.)\n",
    "        values('bblocker' ,         &drug_percentage_2.)\n",
    "        values('Metformin' ,        &drug_percentage_3.)\n",
    "        values('Statin' ,           &drug_percentage_4.);\n",
    "\n",
    "        select *\n",
    "        from Nh.drug_percentage\n",
    "        ;\n",
    "    quit;\n",
    "%mend meditation; \n",
    "%meditation;"
   ]
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