20231218

体测单位/天津石化.ipynb

@@ -2556,7 +2556,7 @@
     "\n",
     "\n",
     "list1 = []\n",
-    "filename = 'data/Survey_20231116.csv'\n",
+    "filename = 'data/Survey_20231218.csv'\n",
     "with open(filename,'r',newline='') as csv_file:\n",
     "    fl = csv.reader(csv_file,delimiter=',')\n",
     "    header = next(fl)    \n",
@@ -2578,7 +2578,7 @@
     "        tcm.append(0)\n",
     "    for i in range(0,26):\n",
     "        spine.append(0)\n",
-    "    print(item)\n",
+    "    #print(item)\n",
     "    content = json.loads(item[5])\n",
     "    if str(item[4]) not in dict1.keys():\n",
     "        dict1[str(item[4])] = dict3[str(item[4])]\n",
@@ -2595,9 +2595,9 @@
     "            i = int(k[5:])\n",
     "            spine[i-1] = int(v)\n",
     "    if 'psy' in item[5]:\n",
-    "        for i in range(5,26):\n",
+    "        #for i in range(5,26):\n",
-    "            new_valve = 5-psy[i]\n",
+    "        #    new_valve = 5-psy[i]\n",
-    "            psy[i] = new_valve\n",
+    "        #    psy[i] = new_valve\n",
     "        for i in range(26,40):\n",
     "            new_valve = 1+psy[i]\n",
     "            psy[i] = new_valve\n",
@@ -2613,7 +2613,7 @@
     "    dict1[str(item[4])]['age'] = int(days/365)\n",
     "    dict1[str(item[4])]['month'] = int(days/365*12)\n",
     "#print(dict1)\n",
-    "filename = 'data/result_天津问卷.json'\n",
+    "filename = 'data/result_天津问卷1.json'\n",
     "\n",
     "with open(filename,'w') as fl:\n",
     "    json.dump(dict1, fl, ensure_ascii=False)   "
@@ -2644,11 +2644,11 @@
     "headers = {\n",
     "    \"Content-Type\": \"application/json; charset=UTF-8\"\n",
     "    }\n",
-    "filename = 'data/result_天津问卷.json'\n",
+    "filename = 'data/result_天津问卷1.json'\n",
     "with open(filename,'r') as fl:\n",
     "    dict1 = json.load(fl)\n",
     "list1 = []\n",
-    "fiie_path ='./政法委1/'\n",
+    "fiie_path ='./天津石化问卷/'\n",
     "list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp','bmi']\n",
     "i = 27\n",
     "list2 = []\n",
@@ -2659,7 +2659,7 @@
     "    id = k.rjust(3,\"0\")\n",
     "    mydata['path'] = fiie_path+id+'-'+ v['name']+'.pdf'\n",
     "    mydata['title'] = '中石化(天津)石油化工\\n有限公司'\n",
-    "    #mydata['subtitle'] = ''\n",
+    "    mydata['subtitle'] = ''\n",
     "    mydata['id'] = id\n",
     "    mydata['name'] = v['name']\n",
     "    if v['sex'] == '男':\n",
@@ -2703,27 +2703,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 99,
+   "execution_count": null,
    "id": "ca0780fe-5d74-4d4e-ad1d-38813040c778",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-12-18T04:51:12.263717Z",
-     "iopub.status.busy": "2023-12-18T04:51:12.263362Z",
-     "iopub.status.idle": "2023-12-18T04:51:12.512393Z",
-     "shell.execute_reply": "2023-12-18T04:51:12.511795Z",
-     "shell.execute_reply.started": "2023-12-18T04:51:12.263685Z"
-    },
     "tags": []
    },
-   "outputs": [
+   "outputs": [],
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "ok\n"
-     ]
-    }
-   ],
    "source": [
     "import json\n",
     "import csv\n",
@@ -2769,7 +2754,37 @@
    "id": "9b469138-1da9-43ca-98e8-8dc6cb3916ce",
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "import json\n",
+    "import csv\n",
+    "import openpyxl\n",
+    "\n",
+    "dict1 = {}\n",
+    "\n",
+    "filename = 'data/天津石化人员名单2023.json'\n",
+    "with open(filename,'r') as fl:\n",
+    "    dict3 = json.load(fl)\n",
+    "\n",
+    "\n",
+    "list1 = []\n",
+    "filename = 'data/Survey_20231218.csv'\n",
+    "with open(filename,'r',newline='') as csv_file:\n",
+    "    fl = csv.reader(csv_file,delimiter=',')\n",
+    "    header = next(fl)    \n",
+    "    for line in fl:\n",
+    "        list1.append(line)\n",
+    "list2 = []\n",
+    "\n",
+    "for item in list1:\n",
+    "    list3 = []\n",
+    "    name = item[3]\n",
+    "    code = item[4]\n",
+    "    if code in list2:\n",
+    "        print(code)\n",
+    "    else:\n",
+    "        list2.append(code)\n",
+    "    "
+   ]
   },
   {
    "cell_type": "markdown",
@@ -3301,27 +3316,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 313,
+   "execution_count": null,
    "id": "1d93d58e-115a-44a4-988f-fa5353c5fd0e",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-11-30T08:51:59.424777Z",
-     "iopub.status.busy": "2023-11-30T08:51:59.424310Z",
-     "iopub.status.idle": "2023-11-30T08:51:59.549563Z",
-     "shell.execute_reply": "2023-11-30T08:51:59.548780Z",
-     "shell.execute_reply.started": "2023-11-30T08:51:59.424741Z"
-    },
     "tags": []
    },
-   "outputs": [
+   "outputs": [],
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "{'化验计量部': {'BMI': {'score': 1724, 'count': 464}, '肺活量': {'score': 1482, 'count': 447}, '握力': {'score': 546, 'count': 445}, '坐位体前屈': {'score': 969, 'count': 373}, '纵跳': {'score': 659, 'count': 375}, '俯卧撑': {'score': 408, 'count': 165}, '一分钟仰卧起坐': {'score': 486, 'count': 131}, '单脚站立': {'score': 896, 'count': 443}, '选择反应时': {'score': 1266, 'count': 447}, '台阶指数': {'score': 366, 'count': 143}}, '南港烯烃部': {'BMI': {'score': 2220, 'count': 680}, '肺活量': {'score': 2389, 'count': 674}, '握力': {'score': 753, 'count': 664}, '坐位体前屈': {'score': 1747, 'count': 631}, '纵跳': {'score': 1324, 'count': 630}, '俯卧撑': {'score': 1140, 'count': 444}, '一分钟仰卧起坐': {'score': 548, 'count': 144}, '单脚站立': {'score': 1189, 'count': 665}, '选择反应时': {'score': 1770, 'count': 678}, '台阶指数': {'score': 802, 'count': 381}}, '消防支队': {'BMI': {'score': 258, 'count': 72}, '肺活量': {'score': 228, 'count': 72}, '握力': {'score': 92, 'count': 71}, '坐位体前屈': {'score': 169, 'count': 60}, '纵跳': {'score': 86, 'count': 62}, '俯卧撑': {'score': 154, 'count': 51}, '一分钟仰卧起坐': {'score': 22, 'count': 7}, '单脚站立': {'score': 129, 'count': 67}, '选择反应时': {'score': 213, 'count': 70}, '台阶指数': {'score': 69, 'count': 26}}, '炼油部': {'BMI': {'score': 4052, 'count': 1178}, '肺活量': {'score': 3865, 'count': 1181}, '握力': {'score': 2106, 'count': 1184}, '坐位体前屈': {'score': 3324, 'count': 1075}, '纵跳': {'score': 2208, 'count': 1044}, '俯卧撑': {'score': 1730, 'count': 761}, '一分钟仰卧起坐': {'score': 778, 'count': 210}, '单脚站立': {'score': 2154, 'count': 1155}, '选择反应时': {'score': 3554, 'count': 1175}, '台阶指数': {'score': 1441, 'count': 542}}, '化工部': {'BMI': {'score': 1824, 'count': 516}, '肺活量': {'score': 1578, 'count': 508}, '握力': {'score': 630, 'count': 517}, '坐位体前屈': {'score': 1323, 'count': 431}, '纵跳': {'score': 822, 'count': 430}, '俯卧撑': {'score': 699, 'count': 295}, '一分钟仰卧起坐': {'score': 367, 'count': 94}, '单脚站立': {'score': 1030, 'count': 499}, '选择反应时': {'score': 1535, 'count': 512}, '台阶指数': {'score': 508, 'count': 175}}, '电仪部': {'BMI': {'score': 1088, 'count': 322}, '肺活量': {'score': 1054, 'count': 317}, '握力': {'score': 394, 'count': 319}, '坐位体前屈': {'score': 734, 'count': 284}, '纵跳': {'score': 500, 'count': 299}, '俯卧撑': {'score': 561, 'count': 223}, '一分钟仰卧起坐': {'score': 183, 'count': 50}, '单脚站立': {'score': 575, 'count': 319}, '选择反应时': {'score': 827, 'count': 318}, '台阶指数': {'score': 452, 'count': 178}}, '物资采购中心': {'BMI': {'score': 289, 'count': 83}, '肺活量': {'score': 280, 'count': 83}, '握力': {'score': 93, 'count': 82}, '坐位体前屈': {'score': 207, 'count': 69}, '纵跳': {'score': 143, 'count': 79}, '俯卧撑': {'score': 96, 'count': 36}, '一分钟仰卧起坐': {'score': 108, 'count': 26}, '单脚站立': {'score': 184, 'count': 77}, '选择反应时': {'score': 260, 'count': 81}, '台阶指数': {'score': 76, 'count': 27}}, '水务部': {'BMI': {'score': 1381, 'count': 395}, '肺活量': {'score': 1242, 'count': 386}, '握力': {'score': 488, 'count': 394}, '坐位体前屈': {'score': 876, 'count': 313}, '纵跳': {'score': 556, 'count': 315}, '俯卧撑': {'score': 522, 'count': 199}, '一分钟仰卧起坐': {'score': 257, 'count': 65}, '单脚站立': {'score': 788, 'count': 382}, '选择反应时': {'score': 1182, 'count': 391}, '台阶指数': {'score': 305, 'count': 116}}, '运输销售部': {'BMI': {'score': 723, 'count': 197}, '肺活量': {'score': 570, 'count': 186}, '握力': {'score': 249, 'count': 192}, '坐位体前屈': {'score': 401, 'count': 138}, '纵跳': {'score': 236, 'count': 158}, '俯卧撑': {'score': 263, 'count': 123}, '一分钟仰卧起坐': {'score': 97, 'count': 23}, '单脚站立': {'score': 328, 'count': 183}, '选择反应时': {'score': 584, 'count': 195}, '台阶指数': {'score': 68, 'count': 24}}, '原油储运部': {'BMI': {'score': 600, 'count': 176}, '肺活量': {'score': 574, 'count': 175}, '握力': {'score': 215, 'count': 176}, '坐位体前屈': {'score': 378, 'count': 146}, '纵跳': {'score': 291, 'count': 154}, '俯卧撑': {'score': 268, 'count': 105}, '一分钟仰卧起坐': {'score': 133, 'count': 37}, '单脚站立': {'score': 355, 'count': 174}, '选择反应时': {'score': 503, 'count': 177}, '台阶指数': {'score': 193, 'count': 79}}, '聚醚部': {'BMI': {'score': 407, 'count': 109}, '肺活量': {'score': 378, 'count': 107}, '握力': {'score': 149, 'count': 109}, '坐位体前屈': {'score': 280, 'count': 100}, '纵跳': {'score': 176, 'count': 100}, '俯卧撑': {'score': 136, 'count': 56}, '一分钟仰卧起坐': {'score': 114, 'count': 27}, '单脚Line truncated
-     ]
-    }
-   ],
    "source": [
     "import json\n",
     "\n",
@@ -3359,265 +3359,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 314,
+   "execution_count": null,
    "id": "0cb7ff83-69a9-4c03-a539-bde7ffd4a8a8",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-11-30T08:52:12.537328Z",
-     "iopub.status.busy": "2023-11-30T08:52:12.536920Z",
-     "iopub.status.idle": "2023-11-30T08:52:12.543150Z",
-     "shell.execute_reply": "2023-11-30T08:52:12.542704Z",
-     "shell.execute_reply.started": "2023-11-30T08:52:12.537297Z"
-    },
     "tags": []
    },
-   "outputs": [
+   "outputs": [],
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "化验计量部\n",
-      "BMI 3.7155\n",
-      "肺活量 3.3154\n",
-      "握力 1.227\n",
-      "坐位体前屈 2.5979\n",
-      "纵跳 1.7573\n",
-      "俯卧撑 2.4727\n",
-      "一分钟仰卧起坐 3.7099\n",
-      "单脚站立 2.0226\n",
-      "选择反应时 2.8322\n",
-      "台阶指数 2.5594\n",
-      "\n",
-      "南港烯烃部\n",
-      "BMI 3.2647\n",
-      "肺活量 3.5445\n",
-      "握力 1.134\n",
-      "坐位体前屈 2.7686\n",
-      "纵跳 2.1016\n",
-      "俯卧撑 2.5676\n",
-      "一分钟仰卧起坐 3.8056\n",
-      "单脚站立 1.788\n",
-      "选择反应时 2.6106\n",
-      "台阶指数 2.105\n",
-      "\n",
-      "消防支队\n",
-      "BMI 3.5833\n",
-      "肺活量 3.1667\n",
-      "握力 1.2958\n",
-      "坐位体前屈 2.8167\n",
-      "纵跳 1.3871\n",
-      "俯卧撑 3.0196\n",
-      "一分钟仰卧起坐 3.1429\n",
-      "单脚站立 1.9254\n",
-      "选择反应时 3.0429\n",
-      "台阶指数 2.6538\n",
-      "\n",
-      "炼油部\n",
-      "BMI 3.4397\n",
-      "肺活量 3.2727\n",
-      "握力 1.7787\n",
-      "坐位体前屈 3.0921\n",
-      "纵跳 2.1149\n",
-      "俯卧撑 2.2733\n",
-      "一分钟仰卧起坐 3.7048\n",
-      "单脚站立 1.8649\n",
-      "选择反应时 3.0247\n",
-      "台阶指数 2.6587\n",
-      "\n",
-      "化工部\n",
-      "BMI 3.5349\n",
-      "肺活量 3.1063\n",
-      "握力 1.2186\n",
-      "坐位体前屈 3.0696\n",
-      "纵跳 1.9116\n",
-      "俯卧撑 2.3695\n",
-      "一分钟仰卧起坐 3.9043\n",
-      "单脚站立 2.0641\n",
-      "选择反应时 2.998\n",
-      "台阶指数 2.9029\n",
-      "\n",
-      "电仪部\n",
-      "BMI 3.3789\n",
-      "肺活量 3.3249\n",
-      "握力 1.2351\n",
-      "坐位体前屈 2.5845\n",
-      "纵跳 1.6722\n",
-      "俯卧撑 2.5157\n",
-      "一分钟仰卧起坐 3.66\n",
-      "单脚站立 1.8025\n",
-      "选择反应时 2.6006\n",
-      "台阶指数 2.5393\n",
-      "\n",
-      "物资采购中心\n",
-      "BMI 3.4819\n",
-      "肺活量 3.3735\n",
-      "握力 1.1341\n",
-      "坐位体前屈 3.0\n",
-      "纵跳 1.8101\n",
-      "俯卧撑 2.6667\n",
-      "一分钟仰卧起坐 4.1538\n",
-      "单脚站立 2.3896\n",
-      "选择反应时 3.2099\n",
-      "台阶指数 2.8148\n",
-      "\n",
-      "水务部\n",
-      "BMI 3.4962\n",
-      "肺活量 3.2176\n",
-      "握力 1.2386\n",
-      "坐位体前屈 2.7987\n",
-      "纵跳 1.7651\n",
-      "俯卧撑 2.6231\n",
-      "一分钟仰卧起坐 3.9538\n",
-      "单脚站立 2.0628\n",
-      "选择反应时 3.023\n",
-      "台阶指数 2.6293\n",
-      "\n",
-      "运输销售部\n",
-      "BMI 3.6701\n",
-      "肺活量 3.0645\n",
-      "握力 1.2969\n",
-      "坐位体前屈 2.9058\n",
-      "纵跳 1.4937\n",
-      "俯卧撑 2.1382\n",
-      "一分钟仰卧起坐 4.2174\n",
-      "单脚站立 1.7923\n",
-      "选择反应时 2.9949\n",
-      "台阶指数 2.8333\n",
-      "\n",
-      "原油储运部\n",
-      "BMI 3.4091\n",
-      "肺活量 3.28\n",
-      "握力 1.2216\n",
-      "坐位体前屈 2.589\n",
-      "纵跳 1.8896\n",
-      "俯卧撑 2.5524\n",
-      "一分钟仰卧起坐 3.5946\n",
-      "单脚站立 2.0402\n",
-      "选择反应时 2.8418\n",
-      "台阶指数 2.443\n",
-      "\n",
-      "聚醚部\n",
-      "BMI 3.7339\n",
-      "肺活量 3.5327\n",
-      "握力 1.367\n",
-      "坐位体前屈 2.8\n",
-      "纵跳 1.76\n",
-      "俯卧撑 2.4286\n",
-      "一分钟仰卧起坐 4.2222\n",
-      "单脚站立 1.9352\n",
-      "选择反应时 3.1364\n",
-      "台阶指数 2.9167\n",
-      "\n",
-      "公司机关\n",
-      "BMI 3.7143\n",
-      "肺活量 3.4018\n",
-      "握力 1.1574\n",
-      "坐位体前屈 2.6931\n",
-      "纵跳 2.2\n",
-      "俯卧撑 3.0189\n",
-      "一分钟仰卧起坐 4.0\n",
-      "单脚站立 2.1226\n",
-      "选择反应时 2.8182\n",
-      "台阶指数 2.6471\n",
-      "\n",
-      "南港乙烯项目管理部\n",
-      "BMI 4.3333\n",
-      "肺活量 3.8667\n",
-      "握力 1.0\n",
-      "坐位体前屈 2.6154\n",
-      "纵跳 1.8\n",
-      "俯卧撑 3.0\n",
-      "单脚站立 1.3333\n",
-      "选择反应时 2.6667\n",
-      "台阶指数 2.9\n",
-      "\n",
-      "党委党校（培训中心）\n",
-      "BMI 4.0\n",
-      "肺活量 3.6591\n",
-      "握力 1.0\n",
-      "坐位体前屈 2.975\n",
-      "纵跳 1.8182\n",
-      "俯卧撑 2.4444\n",
-      "一分钟仰卧起坐 3.9333\n",
-      "单脚站立 2.4048\n",
-      "选择反应时 3.3125\n",
-      "台阶指数 2.9444\n",
-      "\n",
-      "装备研究院\n",
-      "BMI 4.2083\n",
-      "肺活量 3.6458\n",
-      "握力 1.1875\n",
-      "坐位体前屈 2.6522\n",
-      "纵跳 2.0667\n",
-      "俯卧撑 2.28\n",
-      "一分钟仰卧起坐 4.5\n",
-      "单脚站立 2.1064\n",
-      "选择反应时 3.0208\n",
-      "台阶指数 2.5385\n",
-      "\n",
-      "热电部\n",
-      "BMI 3.545\n",
-      "肺活量 3.297\n",
-      "握力 1.457\n",
-      "坐位体前屈 2.7988\n",
-      "纵跳 2.0687\n",
-      "俯卧撑 2.702\n",
-      "一分钟仰卧起坐 3.9048\n",
-      "单脚站立 2.0026\n",
-      "选择反应时 3.0246\n",
-      "台阶指数 2.8593\n",
-      "\n",
-      "烯烃部\n",
-      "BMI 3.7003\n",
-      "肺活量 3.1226\n",
-      "握力 1.3396\n",
-      "坐位体前屈 3.043\n",
-      "纵跳 1.9135\n",
-      "俯卧撑 2.4788\n",
-      "一分钟仰卧起坐 3.9538\n",
-      "单脚站立 2.0804\n",
-      "选择反应时 3.1009\n",
-      "台阶指数 2.8376\n",
-      "\n",
-      "行政事务中心\n",
-      "BMI 3.8293\n",
-      "肺活量 3.0833\n",
-      "握力 1.325\n",
-      "坐位体前屈 2.4375\n",
-      "纵跳 1.7\n",
-      "俯卧撑 3.4211\n",
-      "一分钟仰卧起坐 4.2667\n",
-      "单脚站立 2.1282\n",
-      "选择反应时 2.9512\n",
-      "台阶指数 2.6842\n",
-      "\n",
-      "信息档案管理中心\n",
-      "BMI 4.1525\n",
-      "肺活量 3.7119\n",
-      "握力 1.05\n",
-      "坐位体前屈 3.0566\n",
-      "纵跳 1.8393\n",
-      "俯卧撑 2.92\n",
-      "一分钟仰卧起坐 4.0952\n",
-      "单脚站立 2.4746\n",
-      "选择反应时 3.2034\n",
-      "台阶指数 2.8824\n",
-      "\n",
-      "研究院\n",
-      "BMI 4.0099\n",
-      "肺活量 3.5306\n",
-      "握力 1.3069\n",
-      "坐位体前屈 2.8161\n",
-      "纵跳 1.9529\n",
-      "俯卧撑 3.1481\n",
-      "一分钟仰卧起坐 4.1818\n",
-      "单脚站立 2.1515\n",
-      "选择反应时 3.3366\n",
-      "台阶指数 2.975\n",
-      "\n"
-     ]
-    }
-   ],
    "source": [
     "\n",
     "for k ,v in dict3.items():\n",
@@ -3739,46 +3486,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 312,
+   "execution_count": null,
    "id": "096bb641-c000-490b-bd77-296fb0395dc8",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-11-28T12:54:35.962454Z",
-     "iopub.status.busy": "2023-11-28T12:54:35.961990Z",
-     "iopub.status.idle": "2023-11-28T12:54:36.084684Z",
-     "shell.execute_reply": "2023-11-28T12:54:36.084138Z",
-     "shell.execute_reply.started": "2023-11-28T12:54:35.962418Z"
-    },
     "tags": []
    },
-   "outputs": [
+   "outputs": [],
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "南港烯烃部 {'非倒班': [13882, 681, 5591], '倒班': [0, 0, 0]}\n",
-      "消防支队 {'非倒班': [1420, 72, 558], '倒班': [0, 0, 0]}\n",
-      "化工部 {'非倒班': [9833, 498, 3792], '倒班': [483, 24, 185]}\n",
-      "炼油部 {'非倒班': [12059, 548, 4459], '倒班': [13153, 643, 5046]}\n",
-      "电仪部 {'非倒班': [2162, 110, 885], '倒班': [4206, 212, 1744]}\n",
-      "物资采购中心 {'非倒班': [1736, 84, 643], '倒班': [0, 0, 0]}\n",
-      "化验计量部 {'非倒班': [3561, 185, 1368], '倒班': [5241, 284, 2065]}\n",
-      "运输销售部 {'非倒班': [3316, 188, 1341], '倒班': [203, 11, 78]}\n",
-      "原油储运部 {'非倒班': [2561, 125, 1002], '倒班': [949, 53, 397]}\n",
-      "公司机关 {'非倒班': [2364, 112, 883], '倒班': [0, 0, 0]}\n",
-      "南港乙烯项目管理部 {'非倒班': [325, 15, 124], '倒班': [0, 0, 0]}\n",
-      "党委党校（培训中心） {'非倒班': [1011, 48, 360], '倒班': [0, 0, 0]}\n",
-      "聚醚部 {'非倒班': [2036, 96, 744], '倒班': [263, 16, 118]}\n",
-      "装备研究院 {'非倒班': [1028, 48, 378], '倒班': [0, 0, 0]}\n",
-      "热电部 {'非倒班': [3849, 187, 1419], '倒班': [4409, 225, 1700]}\n",
-      "行政事务中心 {'非倒班': [851, 41, 322], '倒班': [0, 0, 0]}\n",
-      "烯烃部 {'非倒班': [3501, 165, 1268], '倒班': [3007, 155, 1182]}\n",
-      "水务部 {'非倒班': [5790, 293, 2196], '倒班': [1807, 103, 760]}\n",
-      "信息档案管理中心 {'非倒班': [1384, 60, 485], '倒班': [0, 0, 0]}\n",
-      "研究院 {'非倒班': [2225, 101, 788], '倒班': [0, 0, 0]}\n"
-     ]
-    }
-   ],
    "source": [
     "import json\n",
     "\n",
@@ -3919,34 +3632,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 295,
+   "execution_count": null,
    "id": "2cb586f9-cdf1-4b51-8900-50416b5f0ae5",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-11-28T11:55:13.064209Z",
-     "iopub.status.busy": "2023-11-28T11:55:13.063792Z",
-     "iopub.status.idle": "2023-11-28T11:55:13.118894Z",
-     "shell.execute_reply": "2023-11-28T11:55:13.118359Z",
-     "shell.execute_reply.started": "2023-11-28T11:55:13.064179Z"
-    },
     "tags": []
    },
-   "outputs": [
+   "outputs": [],
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "20\n",
-      "506 301\n",
-      "30\n",
-      "222 97\n",
-      "40\n",
-      "583 305\n",
-      "50\n",
-      "284 169\n"
-     ]
-    }
-   ],
    "source": [
     "import json\n",
     "\n",
@@ -4010,66 +3701,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 302,
+   "execution_count": null,
    "id": "d3ea1ddb-db7a-4b4f-a23c-6951e88df2ff",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-11-28T12:15:45.478108Z",
-     "iopub.status.busy": "2023-11-28T12:15:45.477633Z",
-     "iopub.status.idle": "2023-11-28T12:15:45.604185Z",
-     "shell.execute_reply": "2023-11-28T12:15:45.603612Z",
-     "shell.execute_reply.started": "2023-11-28T12:15:45.478072Z"
-    },
     "tags": []
    },
-   "outputs": [
+   "outputs": [],
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "20\n",
-      "BMI 3.0\n",
-      "肺活量 3.65\n",
-      "握力 1.25\n",
-      "坐位体前屈 2.65\n",
-      "纵跳 2.29\n",
-      "俯卧撑 2.51\n",
-      "单脚站立 1.76\n",
-      "选择反应时 2.53\n",
-      "台阶指数 2.2\n",
-      "30\n",
-      "BMI 2.85\n",
-      "肺活量 3.44\n",
-      "握力 1.17\n",
-      "坐位体前屈 2.54\n",
-      "纵跳 2.57\n",
-      "俯卧撑 2.77\n",
-      "单脚站立 1.9\n",
-      "选择反应时 2.84\n",
-      "台阶指数 2.59\n",
-      "40\n",
-      "BMI 3.31\n",
-      "肺活量 3.13\n",
-      "握力 1.39\n",
-      "坐位体前屈 2.72\n",
-      "纵跳 1.83\n",
-      "俯卧撑 2.64\n",
-      "单脚站立 1.93\n",
-      "选择反应时 3.15\n",
-      "台阶指数 2.79\n",
-      "50\n",
-      "BMI 3.71\n",
-      "肺活量 2.99\n",
-      "握力 1.52\n",
-      "坐位体前屈 3.05\n",
-      "纵跳 1.18\n",
-      "俯卧撑 2.27\n",
-      "单脚站立 1.73\n",
-      "选择反应时 3.18\n",
-      "台阶指数 3.04\n"
-     ]
-    }
-   ],
    "source": [
     "import json\n",
     "\n",
@@ -4107,66 +3744,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 303,
+   "execution_count": null,
    "id": "723b50a1-60f1-4001-8b30-6f77c6a4b460",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-11-28T12:18:25.287183Z",
-     "iopub.status.busy": "2023-11-28T12:18:25.286772Z",
-     "iopub.status.idle": "2023-11-28T12:18:25.407362Z",
-     "shell.execute_reply": "2023-11-28T12:18:25.406892Z",
-     "shell.execute_reply.started": "2023-11-28T12:18:25.287153Z"
-    },
     "tags": []
    },
-   "outputs": [
+   "outputs": [],
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "20\n",
-      "BMI 3.82\n",
-      "肺活量 3.43\n",
-      "握力 1.38\n",
-      "坐位体前屈 3.08\n",
-      "纵跳 2.21\n",
-      "一分钟仰卧起坐 3.66\n",
-      "单脚站立 1.87\n",
-      "选择反应时 2.41\n",
-      "台阶指数 2.47\n",
-      "30\n",
-      "BMI 4.05\n",
-      "肺活量 3.57\n",
-      "握力 1.25\n",
-      "坐位体前屈 3.0\n",
-      "纵跳 2.62\n",
-      "一分钟仰卧起坐 4.18\n",
-      "单脚站立 2.22\n",
-      "选择反应时 2.96\n",
-      "台阶指数 2.92\n",
-      "40\n",
-      "BMI 4.18\n",
-      "肺活量 3.38\n",
-      "握力 1.37\n",
-      "坐位体前屈 3.0\n",
-      "纵跳 2.07\n",
-      "一分钟仰卧起坐 3.99\n",
-      "单脚站立 2.58\n",
-      "选择反应时 3.13\n",
-      "台阶指数 2.93\n",
-      "50\n",
-      "BMI 4.13\n",
-      "肺活量 3.22\n",
-      "握力 1.28\n",
-      "坐位体前屈 3.22\n",
-      "纵跳 1.48\n",
-      "一分钟仰卧起坐 3.71\n",
-      "单脚站立 2.79\n",
-      "选择反应时 3.4\n",
-      "台阶指数 3.71\n"
-     ]
-    }
-   ],
    "source": [
     "import json\n",
     "\n",