diff --git a/体测单位/东营羊庙.ipynb b/体测单位/东营羊庙.ipynb
index 944050d..d8a913a 100644
--- a/体测单位/东营羊庙.ipynb
+++ b/体测单位/东营羊庙.ipynb
@@ -4,7 +4,8 @@
    "cell_type": "markdown",
    "id": "f501bde1-90cb-40c4-9dd4-533c27f81be5",
    "metadata": {
-    "tags": []
+    "tags": [],
+    "toc-hr-collapsed": true
    },
    "source": [
     "# 调查报告线下数据管理"
@@ -661,27 +662,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "id": "b51b73fa-97fa-473c-ab8a-d1fd958eb52a",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-03-29T00:18:26.048784Z",
-     "iopub.status.busy": "2023-03-29T00:18:26.047970Z",
-     "iopub.status.idle": "2023-03-29T00:18:26.267055Z",
-     "shell.execute_reply": "2023-03-29T00:18:26.266257Z",
-     "shell.execute_reply.started": "2023-03-29T00:18:26.048741Z"
-    },
     "tags": []
    },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "ok\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "import openpyxl\n",
     "import json\n",
@@ -719,426 +705,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": null,
    "id": "ac3bb674-77e2-4edb-aae7-7b589c8d9b5a",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-03-29T02:59:45.489205Z",
-     "iopub.status.busy": "2023-03-29T02:59:45.488318Z",
-     "iopub.status.idle": "2023-03-29T02:59:46.069036Z",
-     "shell.execute_reply": "2023-03-29T02:59:46.068298Z",
-     "shell.execute_reply.started": "2023-03-29T02:59:45.489163Z"
-    },
     "tags": []
    },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "file/140/宋王村/00002-吴淑香.pdf\n",
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-      "file/140/南范村/00004-王立英.pdf\n",
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-      "file/140/罗盖村/00010-盖会存.pdf\n",
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-      "file/140/小街村/00023-刘云美.pdf\n",
-      "file/140/罗盖村/00024-盖象彬.pdf\n",
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-      "file/140/罗盖村/00263-罗增海.pdf\n",
-      "file/140/东范村/00264-孙汉云.pdf\n",
-      "file/140/后许村/00265-杨麦英.pdf\n",
-      "file/140/宋王村/00266-程友海.pdf\n",
-      "file/140/未明确/00267-杨忠香.pdf\n",
-      "file/140/新李村/00268-盖学全.pdf\n",
-      "file/140/未明确/00269-韩娟娟.pdf\n",
-      "file/140/北范村/00270-蒋小岭.pdf\n",
-      "file/140/北范村/00271-张英.pdf\n",
-      "file/140/北范村/00272-崔跃宗.pdf\n",
-      "file/140/北范村/00273-生华荣.pdf\n",
-      "file/140/北范村/00274-张建民.pdf\n",
-      "file/140/小街村/00275-樊海昌.pdf\n",
-      "file/140/小街村/00276-刘建合.pdf\n",
-      "file/140/北范村/00277-赵殿武.pdf\n",
-      "file/140/罗盖村/00278-盖玉海.pdf\n",
-      "file/140/小街村/00279-周立美.pdf\n",
-      "file/140/小街村/00281-郭树本.pdf\n",
-      "file/140/北范村/00282-张成敏.pdf\n",
-      "file/140/北范村/00283-李金岭.pdf\n",
-      "file/140/小街村/00284-胡元乐.pdf\n",
-      "file/140/罗盖村/00285-盖玉祥.pdf\n",
-      "file/140/南范村/00286-王杰英.pdf\n",
-      "file/140/杨庙村/00287-程新利.pdf\n",
-      "file/140/罗盖村/00289-赵乐奎.pdf\n",
-      "file/140/罗盖村/00290-盖在庆.pdf\n",
-      "file/140/罗盖村/00291-盖树旺.pdf\n",
-      "file/140/罗盖村/00292-盖树强.pdf\n",
-      "file/140/西韩村/00293-韩冠英.pdf\n",
-      "file/140/未明确/00294-赵乐荣.pdf\n",
-      "file/140/罗盖村/00295-程建美.pdf\n",
-      "file/140/未明确/00296-张士忠.pdf\n",
-      "file/140/罗盖村/00297-盖长良.pdf\n",
-      "file/140/小街村/00301-樊盛杰.pdf\n",
-      "file/140/小街村/00302-张玉芹.pdf\n",
-      "file/140/南范村/00303-王玉枝.pdf\n",
-      "file/140/西韩村/00305-韩春光.pdf\n",
-      "file/140/西韩村/00306-许洪奎.pdf\n",
-      "file/140/未明确/00307-程潍芳.pdf\n",
-      "file/140/小街村/00308-刘玉娥.pdf\n",
-      "file/140/罗盖村/00309-罗炳花.pdf\n",
-      "file/140/未明确/00310-盖长修.pdf\n",
-      "file/140/未明确/00313-王祝娥.pdf\n",
-      "file/140/未明确/00314-程伯银.pdf\n",
-      "file/140/新李村/00315-盖学忠.pdf\n",
-      "file/140/杨庙村/00316-程泽旭.pdf\n",
-      "file/140/杨庙村/00317-程建国.pdf\n",
-      "file/140/罗盖村/00318-盖利民.pdf\n",
-      "file/140/罗盖村/00319-张学敏.pdf\n",
-      "file/140/罗盖村/00320-盖引.pdf\n",
-      "file/140/罗盖村/00321-杨霞.pdf\n",
-      "file/140/罗盖村/00322-胡秀兰.pdf\n",
-      "file/140/杨庙村/00323-程田.pdf\n",
-      "file/140/罗盖村/00324-史贞花.pdf\n",
-      "file/140/前许村/00325-李福荣.pdf\n",
-      "file/140/罗盖村/00326-王娜林.pdf\n",
-      "file/140/未明确/00327-魏希罕.pdf\n",
-      "file/140/未明确/00328-崔友秀.pdf\n",
-      "file/140/西韩村/00329-韩秀山.pdf\n",
-      "file/140/前许村/00330-李友秀.pdf\n",
-      "file/140/罗盖村/00331-王振芳.pdf\n",
-      "file/140/杨庙村/00332-杨秀英.pdf\n",
-      "file/140/北范村/00333-程少荣.pdf\n",
-      "file/140/东范村/00334-赵爱华.pdf\n",
-      "file/140/东范村/00335-李建文.pdf\n",
-      "file/140/南范村/00336-王秀珍.pdf\n",
-      "file/140/东范村/00337-李金花.pdf\n",
-      "file/140/小街村/00340-程美.pdf\n",
-      "file/140/前许村/00342-许建峰.pdf\n",
-      "file/140/罗盖村/00343-韩立花.pdf\n",
-      "file/140/新李村/00344-盖克怀.pdf\n",
-      "file/140/北范村/00345-崔振南.pdf\n",
-      "file/140/未明确/00346-韩翠荣.pdf\n",
-      "file/140/未明确/00347-刘慧丽.pdf\n",
-      "file/140/未明确/00348-李树兰.pdf\n",
-      "file/140/未明确/00349-刘跃芹.pdf\n",
-      "file/140/未明确/00351-魏小变.pdf\n",
-      "file/140/未明确/00352-魏建军.pdf\n",
-      "file/140/未明确/00353-韩英廷.pdf\n",
-      "file/140/未明确/00354-刘志强.pdf\n",
-      "file/140/未明确/00355-袁克英.pdf\n",
-      "file/140/宋王村/00356-任树荣.pdf\n",
-      "file/140/宋王村/00357-王桂荣.pdf\n",
-      "file/140/南范村/00358-史景霞.pdf\n",
-      "file/140/南范村/00359-刘增花.pdf\n",
-      "file/140/小街村/00360-刘德收.pdf\n",
-      "file/140/宋王村/00361-张玉环.pdf\n",
-      "file/140/小街村/00362-孙明华.pdf\n",
-      "file/140/北范村/00363-张焕.pdf\n",
-      "file/140/南范村/00364-李翠英.pdf\n",
-      "file/140/罗盖村/00365-盖会武.pdf\n",
-      "file/140/未明确/00368-韩华祥.pdf\n",
-      "file/140/北范村/00369-刘会英.pdf\n",
-      "file/140/宋王村/00370-张英.pdf\n",
-      "file/140/西韩村/00371-韩登峰.pdf\n",
-      "file/140/西韩村/00372-裴新红.pdf\n",
-      "file/140/罗盖村/00373-张琼.pdf\n",
-      "file/140/前许村/00374-李其珍.pdf\n",
-      "file/140/北范村/00375-赵鹏飞.pdf\n",
-      "file/140/杨庙村/00376-李大玉.pdf\n",
-      "file/140/杨庙村/00377-许翠田.pdf\n",
-      "file/140/杨庙村/00378-许福荣.pdf\n",
-      "file/140/东范村/00379-王希英.pdf\n",
-      "file/140/新李村/00381-张玉香.pdf\n",
-      "file/140/宋王村/00382-张树香.pdf\n",
-      "file/140/未明确/00383-张向明.pdf\n",
-      "file/140/罗盖村/00386-盖在昌.pdf\n",
-      "file/140/南范村/00387-刘良民.pdf\n",
-      "file/140/东范村/00389-杨建美.pdf\n",
-      "file/140/新李村/00391-盖景红.pdf\n",
-      "file/140/罗盖村/00392-赵庆英.pdf\n",
-      "file/140/东范村/00393-胡玉芝.pdf\n",
-      "file/140/西韩村/00394-韩宏祥.pdf\n",
-      "file/140/西韩村/00395-韩迎迎.pdf\n",
-      "file/140/罗盖村/00396-盖长吉.pdf\n",
-      "file/140/南范村/00397-王金花.pdf\n",
-      "file/140/新李村/00399-任瑞英.pdf\n",
-      "file/140/杨庙村/00400-程庆祥.pdf\n",
-      "file/140/西韩村/00401-郭荣华.pdf\n",
-      "file/140/东范村/00402-张立业.pdf\n",
-      "file/140/北范村/00403-缪秀荣.pdf\n",
-      "file/140/北范村/00404-何大英.pdf\n",
-      "file/140/罗盖村/00405-张树萍.pdf\n",
-      "file/140/北范村/00406-张绪珍.pdf\n",
-      "file/140/杨庙村/00407-程洪清.pdf\n",
-      "file/140/杨庙村/00408-张蕾蕾.pdf\n",
-      "file/140/罗盖村/00410-张花训.pdf\n",
-      "file/140/前许村/00411-许广新.pdf\n",
-      "file/140/宋王村/00412-程海峰.pdf\n",
-      "file/140/罗盖村/00414-李梅.pdf\n",
-      "file/140/小街村/00415-张连芬.pdf\n",
-      "file/140/小街村/00416-石金峰.pdf\n",
-      "file/140/南范村/00417-张玉娟.pdf\n",
-      "file/140/南范村/00418-王树青.pdf\n",
-      "file/140/小街村/00419-黄文星.pdf\n",
-      "file/140/东范村/00420-马燕辉.pdf\n",
-      "file/140/小街村/00421-刘云霄.pdf\n",
-      "file/140/小街村/00422-王海.pdf\n",
-      "file/140/东范村/00423-崔云卿.pdf\n",
-      "file/140/罗盖村/00424-王玉凤.pdf\n",
-      "file/140/南范村/00427-高俊臣.pdf\n",
-      "file/140/宋王村/00429-董丽娜.pdf\n",
-      "file/140/小街村/00430-许发荣.pdf\n",
-      "file/140/北范村/00431-魏玉珍.pdf\n",
-      "file/140/新李村/00432-王秀花.pdf\n",
-      "file/140/宋王村/00433-程军花.pdf\n",
-      "file/140/北范村/00434-王保芹.pdf\n",
-      "file/140/小街村/00435-崔娟.pdf\n",
-      "file/140/杨庙村/00436-杨大妮.pdf\n",
-      "file/140/小街村/00437-刘华训.pdf\n",
-      "file/140/未明确/06000-车呈淼.pdf\n",
-      "file/140/未明确/06001-苏莎莎.pdf\n",
-      "file/140/未明确/06002-宗文琴.pdf\n",
-      "file/140/未明确/06003-朱连梅.pdf\n",
-      "file/140/未明确/98765-张红霞.pdf\n",
-      "file/140/未明确/98776-唐庆振.pdf\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "import os,sys,shutil\n",
     "import json\n",
@@ -1189,27 +761,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": null,
    "id": "b1ff81f5-a8fa-4cea-9158-f80bccbf1494",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-03-29T03:02:01.912359Z",
-     "iopub.status.busy": "2023-03-29T03:02:01.911447Z",
-     "iopub.status.idle": "2023-03-29T03:02:01.978446Z",
-     "shell.execute_reply": "2023-03-29T03:02:01.977386Z",
-     "shell.execute_reply.started": "2023-03-29T03:02:01.912319Z"
-    },
     "tags": []
    },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "ok!\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "import os,sys,shutil\n",
     "import openpyxl\n",
@@ -1252,10 +809,129 @@
     "print('ok!')"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "791d2bce-3183-4405-b41a-4da8df6f5567",
+   "metadata": {},
+   "source": [
+    "## 生成脊柱问卷信息表"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "78109eb9-9c40-4289-b358-a68e64bb3361",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2023-03-31T02:43:16.189320Z",
+     "iopub.status.busy": "2023-03-31T02:43:16.188583Z",
+     "iopub.status.idle": "2023-03-31T02:43:16.366939Z",
+     "shell.execute_reply": "2023-03-31T02:43:16.366217Z",
+     "shell.execute_reply.started": "2023-03-31T02:43:16.189279Z"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "ok!\n"
+     ]
+    }
+   ],
+   "source": [
+    "import json\n",
+    "import pymysql\n",
+    "import openpyxl\n",
+    "\n",
+    "filename = 'data/杨庙体测明确人员信息（20230328）.json'\n",
+    "with open(filename,'r') as fl:\n",
+    "    dict1 = json.load(fl)\n",
+    "#print(dict1)\n",
+    "xm = ['qv1','qv2','qv3','qv4','qv5','qv6','qv7','qv8','qv9','qv10','qv11','qv12','qv13','qv14','qv15','qv16','qv17','qv18','qv19','qv20','qv21','qv22','qv23','qv24','qv25','qv26']\n",
+    "title = ['编号','姓名','性别']\n",
+    "for item in xm:\n",
+    "    title.append(item)\n",
+    "db = pymysql.connect(host = \"localhost\",user = \"songyi\",password = \"yylzs\",database = \"ydyb\" )\n",
+    "cursor = db.cursor()\n",
+    "sql = 'SELECT a.phone ,a.name,a.code,a.data  FROM Survey as a WHERE a.surveyId =\"merge1\"'\n",
+    "cursor.execute(sql)\n",
+    "results = cursor.fetchall()\n",
+    "list2 =[]\n",
+    "for result in results:    \n",
+    "    c=json.loads(result[3])\n",
+    "    if result[2] is None:\n",
+    "        phone = result[0]\n",
+    "        for k,v in dict1.items():\n",
+    "            if 'phone' in v.keys() and phone ==v['phone']:\n",
+    "                list1 = []\n",
+    "                code = k\n",
+    "                name = v['name']\n",
+    "                list1.append(code)\n",
+    "                list1.append(name)\n",
+    "                list1.append(v['sex'])\n",
+    "                for item in xm:\n",
+    "                    if item in c.keys():\n",
+    "                        list1.append(c[item])\n",
+    "                    else:\n",
+    "                        list1.append('')\n",
+    "                list2.append(list1)\n",
+    "    else:\n",
+    "        list1 = []\n",
+    "        code = result[2]\n",
+    "        name = result[1]\n",
+    "        list1.append(code)\n",
+    "        list1.append(name)\n",
+    "        list1.append(v['sex'])\n",
+    "        for item in xm:\n",
+    "            if item in c.keys():\n",
+    "                list1.append(c[item])\n",
+    "            else:\n",
+    "                list1.append('')   \n",
+    "        list2.append(list1)\n",
+    "filename = 'data/杨庙脊柱问卷明细表.xlsx'\n",
+    "wb = openpyxl.Workbook()\n",
+    "sheet = wb.active\n",
+    "sheet.append(title)\n",
+    "for row in list2:\n",
+    "    sheet.append(row)\n",
+    "    \n",
+    "wb.save(filename) \n",
+    "print('ok!')      "
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "ca490666-c968-45e0-b42d-3b53a0e7c19c",
+   "id": "8a641c17-f628-4f5f-94bb-de95e0c40286",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import json\n",
+    "import pymysql\n",
+    "\n",
+    "filename = 'data/杨庙体测明确人员信息（20230328）.json'\n",
+    "with open(filename,'r') as fl:\n",
+    "    dict1 = json.load(fl)\n",
+    "#print(dict1)\n",
+    "xm = ['qv1','qv2','qv3','qv4','qv5','qv6','qv7','qv8','qv9','qv10','qv11','qv12','qv13','qv14','qv15','qv16','qv17','qv18','qv19','qv20','qv21','qv22','qv23','qv24','qv25','qv26']\n",
+    "db = pymysql.connect(host = \"localhost\",user = \"songyi\",password = \"yylzs\",database = \"ydyb\" )\n",
+    "cursor = db.cursor()\n",
+    "sql = 'SELECT a.phone ,a.name,a.code,a.data  FROM Survey as a WHERE a.surveyId =\"merge1\"'\n",
+    "cursor.execute(sql)\n",
+    "results = cursor.fetchall()\n",
+    "for result in results:\n",
+    "    c=json.loads(result[3])\n",
+    "    print(c, type(c))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1e998980-22f3-42de-a05e-21b13a666f0a",
    "metadata": {},
    "outputs": [],
    "source": []
diff --git a/调查问卷管理.ipynb b/调查问卷管理.ipynb
new file mode 100644
index 0000000..1188f33
--- /dev/null
+++ b/调查问卷管理.ipynb
@@ -0,0 +1,183 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "8a667c39-fd48-4cd3-9c67-0ab97b07f54e",
+   "metadata": {},
+   "source": [
+    "## 中医体质问卷"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e035269e-4cd4-4c86-aa13-68ece6e5186f",
+   "metadata": {},
+   "source": [
+    "### 生成中医体质问卷项目表"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "bb8f52ac-ec78-4cb8-84a4-e1c6447ce89b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2023-03-31T00:43:11.603821Z",
+     "iopub.status.busy": "2023-03-31T00:43:11.602956Z",
+     "iopub.status.idle": "2023-03-31T00:43:11.636835Z",
+     "shell.execute_reply": "2023-03-31T00:43:11.635507Z",
+     "shell.execute_reply.started": "2023-03-31T00:43:11.603779Z"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "平和 28 6 91.66666666666666\n",
+      "气虚 4 4 0.0\n",
+      "阳虚 6 6 0.0\n",
+      "阴虚 8 6 8.333333333333332\n",
+      "痰湿 9 8 3.125\n",
+      "湿热 11 6 20.833333333333336\n",
+      "血瘀 16 7 32.142857142857146\n",
+      "气郁 7 7 0.0\n",
+      "特禀 10 7 10.714285714285714\n"
+     ]
+    }
+   ],
+   "source": [
+    "import json\n",
+    "\n",
+    "filename = 'data/tcm0.json'\n",
+    "with open(filename,'r') as fl:\n",
+    "    dict1 = json.load(fl) \n",
+    "dict2 = {}\n",
+    "#print(dict1)\n",
+    "for items in dict1['pages']:\n",
+    "    for item in items['elements']:\n",
+    "        dict2[item['name']] = item['title']['zh-cn']\n",
+    "#print(dict2)\n",
+    "dict3 = {\n",
+    "    '平和':['q1','q2','q3','q4','q5','q6','q7','q8'],\n",
+    "    '气虚':['q2','q9','q10','q11','q12','q13','q3','q14'],\n",
+    "    '阳虚':['q15','q16','q17','q5','q12','q18','q19'],\n",
+    "    '阴虚':['q20','q21','q22','q23','q24','q25','q26','q27'],\n",
+    "    '痰湿':['q28','q29','q30','q31','q32','q33','q34','q35'],\n",
+    "    '湿热':['q36','q37','q38','q39','q40','q41'],\n",
+    "    '血瘀':['q42','q43','q44','q45','q46','q8','q47'],\n",
+    "    '气郁':['q4','q48','q49','q50','q51','q52','q53'],\n",
+    "    '特禀':['q54','q55','q56','q57','q58','q59','q60']\n",
+    "}\n",
+    "#print(dict3)\n",
+    "fanxiang = ['q2','q3','q4','q5','q7','q8']\n",
+    "data1 = {\"Gender\":\"f\",\"Age\":\"O\",\"q1O\":3,\"q2O\":1,\"q3O\":1,\"q4O\":5,\"q5O\":5,\"q6O\":5,\"q7O\":5,\"q8O\":4,\"q9O\":5,\"q10O\":1,\"q11O\":5,\"q12O\":5,\"q13O\":5,\"q14O\":5,\"q15O\":5,\"q16O\":5,\"q17O\":5,\"q18O\":4,\"q19O\":5,\"q20O\":5,\"q21O\":3,\"q22O\":3,\"q23O\":4,\"q24O\":5,\"q25O\":5,\"q26O\":5,\"q27O\":3,\"q28O\":5,\"q29O\":5,\"q30O\":4,\"q1\":4,\"q3\":2,\"q4\":1,\"q5\":1,\"q6\":1,\"q8\":4,\"q10\":1,\"q13\":1,\"q14\":1,\"q15\":1,\"q16\":1,\"q17\":1,\"q18\":1,\"q19\":1,\"q20\":1,\"q22\":3,\"q23\":1,\"q25\":1,\"q26\":1,\"q27\":1,\"q28\":1,\"q29\":1,\"q30\":3,\"q31\":1,\"q32\":1,\"q33\":1,\"q34\":1,\"q35\":1,\"q36\":1,\"q37\":1,\"q38\":1,\"q39\":1,\"q40\":1,\"q41\":1,\"q42\":1,\"q43\":1,\"q44\":1,\"q45\":2,\"q46\":1,\"q47\":4,\"q48\":1,\"q49\":1,\"q50\":1,\"q51\":1,\"q52\":1,\"q53\":1,\"q54\":2,\"q55\":1,\"q56\":1,\"q57\":1,\"q58\":1,\"q59\":1,\"q60\":1,\"qv1\":2,\"qv2\":2,\"qv3\":2,\"qv4\":2,\"qv5\":2,\"qv6\":2,\"qv7\":2,\"qv8\":2,\"qv9\":2,\"qv10\":2,\"qv11\":2,\"qv12\":2,\"qv13\":2,\"qv14\":2,\"qv15\":2,\"qv16\":2,\"qv17\":2,\"qv18\":2,\"qv19\":2,\"qv20\":2,\"qv21\":2,\"qv22\":2,\"qv23\":2,\"qv24\":2,\"qv25\":2,\"qv26\":2}\n",
+    "data = {\"Gender\":\"m\",\"Age\":\"O\",\"q1O\":1,\"q2O\":4,\"q3O\":1,\"q4O\":1,\"q5O\":5,\"q6O\":5,\"q7O\":5,\"q8O\":5,\"q9O\":5,\"q10O\":1,\"q11O\":5,\"q12O\":5,\"q13O\":5,\"q14O\":5,\"q15O\":5,\"q16O\":5,\"q17O\":5,\"q18O\":5,\"q19O\":5,\"q20O\":5,\"q21O\":5,\"q22O\":5,\"q23O\":5,\"q24O\":5,\"q25O\":5,\"q26O\":5,\"q27O\":5,\"q28O\":2,\"q29O\":5,\"q30O\":5,\"q1\":5,\"q3\":1,\"q4\":1,\"q5\":1,\"q6\":5,\"q8\":3,\"q10\":1,\"q13\":1,\"q14\":1,\"q15\":1,\"q16\":1,\"q17\":1,\"q18\":1,\"q19\":1,\"q20\":3,\"q22\":1,\"q23\":1,\"q25\":1,\"q26\":1,\"q27\":1,\"q28\":1,\"q29\":1,\"q30\":1,\"q31\":1,\"q32\":2,\"q33\":1,\"q34\":1,\"q35\":1,\"q36\":1,\"q37\":1,\"q38\":1,\"q39\":3,\"q40\":4,\"q41\":1,\"q42\":1,\"q43\":3,\"q44\":1,\"q45\":3,\"q46\":1,\"q47\":4,\"q48\":1,\"q49\":1,\"q50\":1,\"q51\":1,\"q52\":1,\"q53\":1,\"q54\":1,\"q55\":4,\"q56\":1,\"q57\":1,\"q58\":1,\"q59\":1,\"q60\":1,\"qv1\":1,\"qv2\":2,\"qv3\":2,\"qv4\":1,\"qv5\":2,\"qv6\":2,\"qv7\":1,\"qv8\":2,\"qv9\":2,\"qv10\":2,\"qv11\":2,\"qv12\":2,\"qv13\":2,\"qv14\":2,\"qv15\":2,\"qv16\":1,\"qv17\":2,\"qv18\":2,\"qv19\":1,\"qv20\":2,\"qv21\":2,\"qv22\":2,\"qv23\":2,\"qv24\":2,\"qv25\":2,\"qv26\":2}\n",
+    "del data['Gender']\n",
+    "del data['Age']\n",
+    "for k, v in dict3.items():\n",
+    "    score = 0\n",
+    "    i = 0\n",
+    "    for item in v:        \n",
+    "        if item in data.keys():\n",
+    "            if k =='平和' and item in fanxiang:\n",
+    "                score =score+6-data[item]\n",
+    "            else:\n",
+    "                score =score+data[item]\n",
+    "            i = i+1\n",
+    "            #print(k,score)\n",
+    "    zhuanhuan = (score-i)/i/4*100\n",
+    "    print(k,score,i,zhuanhuan)\n",
+    "            \n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "79995c3d-6877-4740-8b80-19eaa80e9f66",
+   "metadata": {},
+   "source": [
+    "### 生成脊柱问卷项目表"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
+   "id": "3d708383-c178-492f-8f63-59620aaf19df",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2023-03-31T01:31:30.802357Z",
+     "iopub.status.busy": "2023-03-31T01:31:30.801497Z",
+     "iopub.status.idle": "2023-03-31T01:31:30.850713Z",
+     "shell.execute_reply": "2023-03-31T01:31:30.849626Z",
+     "shell.execute_reply.started": "2023-03-31T01:31:30.802318Z"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'枕寰椎段': ['qv1', 'qv2', 'qv3', 'qv4', 'qv5', 'qv6', 'qv7', 'qv8', 'qv9', 'qv10'], '胸椎段': ['qv11', 'qv12', 'qv13', 'qv14', 'qv15', 'qv16', 'qv17'], '腰椎段': ['qv18', 'qv19', 'qv20', 'qv21', 'qv22', 'qv23', 'qv24'], '骨盆段': ['qv25', 'qv26']}\n",
+      "{'qv1': '您是否会经常出现耳鸣的感觉？', 'qv2': '您经常出现眩晕的症状吗？', 'qv3': '您是否会经常牙痛？', 'qv4': '您近视吗？', 'qv5': '您有偏头疼吗？', 'qv6': '您是否会经常牙痛？', 'qv7': '您有失眠的困扰吗？', 'qv8': '您的手会经常麻木吗？', 'qv9': '您的肩臂痛吗？', 'qv10': '您有网球肘吗？', 'qv11': '您有时会感到胸闷气短吗？', 'qv12': '您会感觉到心慌吗？', 'qv13': '您有心绞痛吗？', 'qv14': '您有哮喘吗？', 'qv15': '您有胃胀痛的感觉吗？', 'qv16': '您平时会消化不良吗？', 'qv17': '您有胃溃疡吗？', 'qv18': '您平时会腰胁部痛吗？', 'qv19': '您会因腰痛而弯腰受限吗？', 'qv20': '您有尿血的问题吗？', 'qv21': '您容易便秘吗？', 'qv22': '您有妇科症状吗？', 'qv23': '您有前列腺问题吗？', 'qv24': '您的脚容易感到凉吗？', 'qv25': '您有没有长短腿的问题？', 'qv26': '您有没有膀胱问题？'}\n"
+     ]
+    }
+   ],
+   "source": [
+    "import yaml\n",
+    "filename = 'data/脊柱症状自我诊断表.yml'\n",
+    "with open(filename, 'r', encoding='utf-8') as f:\n",
+    "    result = yaml.load(f.read(), Loader=yaml.FullLoader)\n",
+    "\n",
+    "dict1 = {}\n",
+    "for items in result['pages']:    \n",
+    "    dict1.setdefault(items['title'],[])\n",
+    "    for item in items['elements']:\n",
+    "        if item['type'] == 'radiogroup':\n",
+    "            #dict2 = {item['name']:item['title']['zh-cn']}\n",
+    "            dict1[items['title']].append( {item['name']:item['title']['zh-cn']})\n",
+    "xm = ['qv1','qv2','qv3','qv4','qv5','qv6','qv7','qv8','qv9','qv10','qv11','qv12','qv13','qv14','qv15','qv16','qv17','qv18','qv19','qv20','qv21','qv22','qv23','qv24','qv25','qv26']\n",
+    "dict_jizhu = {}\n",
+    "dict_wenjuan = {}\n",
+    "for k, v in dict1.items():\n",
+    "    dict_jizhu.setdefault(k,[])\n",
+    "    for item in v:\n",
+    "        for k1,v1 in item.items():\n",
+    "            dict_jizhu[k].append(k1)\n",
+    "            dict_wenjuan[k1] = v1\n",
+    "print(dict_jizhu)\n",
+    "print(dict_wenjuan)   "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "31b9d73b-8eac-4b5e-99b8-37c9f714fb3b",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}