From a00eae7487c281a00d35fd3d67de5ffe7822ebf1 Mon Sep 17 00:00:00 2001 From: 512song Date: Fri, 27 Oct 2023 03:05:33 +0000 Subject: [PATCH] 20231027 --- 体测单位/体质检测数据处理.ipynb | 695 +++++++++++++++++++++++++++++++- 体测单位/政法委.ipynb | 38 +- 2 files changed, 712 insertions(+), 21 deletions(-) diff --git a/体测单位/体质检测数据处理.ipynb b/体测单位/体质检测数据处理.ipynb index 909d53a..3c2a1f8 100644 --- a/体测单位/体质检测数据处理.ipynb +++ b/体测单位/体质检测数据处理.ipynb @@ -4,7 +4,9 @@ "cell_type": "markdown", "id": "19280f5c-8e34-4a64-8dfb-6353cbf597d2", "metadata": { - "tags": [] + "jp-MarkdownHeadingCollapsed": true, + "tags": [], + "toc-hr-collapsed": true }, "source": [ "# 体质检测数据处理" @@ -619,7 +621,9 @@ { "cell_type": "markdown", "id": "732161bb-98f2-4861-ab66-7a374678bcd8", - "metadata": {}, + "metadata": { + "toc-hr-collapsed": true + }, "source": [ "# 体质检测数据管理" ] @@ -1201,6 +1205,693 @@ "print(unit)" ] }, + { + "cell_type": "markdown", + "id": "5780368e-59c7-4bc1-a130-21b2f7da23de", + "metadata": {}, + "source": [ + "# 体质测试综合报告数据分析" + ] + }, + { + "cell_type": "markdown", + "id": "0ddf1a23-5963-43ba-9166-c88be749d75d", + "metadata": {}, + "source": [ + "## 清理报告数据" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "46aa847d-e1fe-45bd-85b6-e2d792ec8842", + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-27T02:39:19.221686Z", + "iopub.status.busy": "2023-10-27T02:39:19.220179Z", + "iopub.status.idle": "2023-10-27T02:39:19.596125Z", + "shell.execute_reply": "2023-10-27T02:39:19.595375Z", + "shell.execute_reply.started": "2023-10-27T02:39:19.221609Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ok!\n" + ] + } + ], + "source": [ + "import json\n", + "import openpyxl\n", + "\n", + "\n", + "filename = 'data/result_天津231017.json'\n", + "with open(filename,'r') as fl:\n", + " dict1 = json.load(fl)\n", + "\n", + " \n", + "#items = ['身高','体重','肺活量','握力','坐位体前屈','纵跳','俯卧撑','一分钟仰卧起坐','单脚站立','选择反应时','台阶指数']\n", + "items = {}\n", + "items['lung'] = '肺活量'\n", + "items['grip'] ='握力'\n", + "items['flexion'] ='坐位体前屈'\n", + "items['jump'] ='纵跳'\n", + "items['pushup'] ='俯卧撑'\n", + "items['balance'] ='单脚站立'\n", + "items['reaction'] ='选择反应时'\n", + "items['step'] ='台阶指数'\n", + "items['situp'] ='一分钟仰卧起坐'\n", + "items['bmi'] ='BMI'\n", + "\n", + "\n", + "list1 = []\n", + "fiie_path ='./134/'\n", + "list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp','bmi']\n", + "i=1\n", + "list2 = []\n", + "dict2 = {}\n", + "for k, v in dict1.items():\n", + " list1 = []\n", + " mydata = {}\n", + " \n", + " id = str(k).rjust(8,\"0\")\n", + " mydata['unit'] = v['unit']\n", + " mydata['name'] = v['name']\n", + " mydata['sex'] = v['sex']\n", + " mydata['month'] = v['month']\n", + " age = int(v['month']/12)\n", + " if age <20:\n", + " mydata['age'] = 20\n", + " else:\n", + " mydata['age'] = int(v['month']/12)\n", + " \n", + " mydata['fits'] = {}\n", + " score = 0\n", + " for item in list_item:\n", + " if item in v.keys():\n", + " if item in ['lung','pushup','step','situp']:\n", + " mark = v[item]['成绩'].split()[0].split('.')[0]\n", + " else:\n", + " mark = v[item]['成绩'].split()[0]\n", + " mydata['fits'][items[item]] = {'mark':mark,'score':v[item]['score']}\n", + " score = score + v[item]['score']\n", + " mydata['score'] = round(score/len(mydata['fits']),2)\n", + " if len(mydata['fits']) >2:\n", + " dict2[str(k)] = mydata\n", + "filename = f'data/data_天津231017.json'\n", + "with open(filename,'w') as fl:\n", + " json.dump(dict2,fl , ensure_ascii=False) \n", + "print('ok!') " + ] + }, + { + "cell_type": "markdown", + "id": "ed5f157a-3114-4221-907d-53ce62409d83", + "metadata": {}, + "source": [ + "## 计算平均成绩" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "63edd636-f034-4aa6-8575-63d5cdb84adb", + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-27T02:49:58.190922Z", + "iopub.status.busy": "2023-10-27T02:49:58.190633Z", + "iopub.status.idle": "2023-10-27T02:49:58.268977Z", + "shell.execute_reply": "2023-10-27T02:49:58.268090Z", + "shell.execute_reply.started": "2023-10-27T02:49:58.190898Z" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "平均成绩：2.4704分，男性：3788人\n", + "平均成绩：2.8269分，女性：1595人\n", + "平均成绩：2.576分，总体：5383人\n" + ] + } + ], + "source": [ + "nld = [[20,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,80]]\n", + "\n", + "with open(filename,'r') as fl:\n", + " dict1 = json.load(fl) \n", + "i = 1\n", + "m = 0\n", + "f = 0\n", + "score = 0\n", + "t_score = 0\n", + "for k,v in dict1.items():\n", + " if v['sex'] == '男':\n", + " m = m +1\n", + " score = score+v['score']\n", + "print(f'平均成绩：{round(score/m,4)}分，男性：{m}人')\n", + "t_score = t_score + score\n", + "score = 0\n", + "for k,v in dict1.items():\n", + " if v['sex'] == '女':\n", + " f = f +1\n", + " score = score+v['score']\n", + "print(f'平均成绩：{round(score/f,4)}分，女性：{f}人')\n", + "t_score = t_score + score\n", + "print(f'平均成绩：{round(t_score/5383,4)}分，总体：5383人')" + ] + }, + { + "cell_type": "markdown", + "id": "3277b104-9b53-41c4-9b9a-f9acb71dbce1", + "metadata": {}, + "source": [ + "## 计算测试等级" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "1b4a3f02-9b2e-41fc-ac6c-8163907a07f1", + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-27T02:58:06.779955Z", + "iopub.status.busy": "2023-10-27T02:58:06.779651Z", + "iopub.status.idle": "2023-10-27T02:58:07.075493Z", + "shell.execute_reply": "2023-10-27T02:58:07.074963Z", + "shell.execute_reply.started": "2023-10-27T02:58:06.779929Z" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0~255分人数：2524人,男性：2056人,女性:468人\n", + "256~332分人数：2214人,男性：1400人,女性:814人\n", + "333~367分人数：495人,男性：274人,女性:221人\n", + "368~500分人数：150人,男性：58人,女性:92人\n", + "5383\n", + "ok\n" + ] + } + ], + "source": [ + "import json\n", + "\n", + "items = ['体重','肺活量','握力','坐位体前屈','纵跳','俯卧撑','一分钟仰卧起坐','单脚站立','选择反应时','台阶指数']\n", + "\n", + "filename = 'data/data_天津231017.json'\n", + "with open(filename,'r') as fl:\n", + " dict1 = json.load(fl) \n", + "dict2 = {}\n", + "dict2['不合格'] = [0,255]\n", + "dict2['合格'] = [256,332]\n", + "dict2['良好'] = [333,367]\n", + "dict2['优秀'] = [368,500]\n", + "\n", + "for k1, v1 in dict2.items():\n", + " di = v1[0]\n", + " gao = v1[1]\n", + " i = 0 \n", + " m = 0\n", + " f = 0\n", + " for k,v in dict1.items():\n", + " if int(v['score']*100) in range(di,gao+1):\n", + " dict1[k]['level'] = k1\n", + " i+=1\n", + " if v['sex'] == '男':\n", + " m = m +1\n", + " else:\n", + " f = f+1\n", + " print(f'{di}~{gao}分人数：{i}人,男性：{m}人,女性:{f}人')\n", + "print(len(dict1))\n", + "with open(filename,'w') as fl:\n", + " json.dump(dict1, fl) \n", + "print('ok')" + ] + }, + { + "cell_type": "markdown", + "id": "39a1239d-13d8-4583-a163-e6db98c3933b", + "metadata": {}, + "source": [ + "### 计算各年龄段测试等级(女）" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "2d661ca6-6129-4da1-ac25-51d0156babb2", + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-27T02:58:18.805947Z", + "iopub.status.busy": "2023-10-27T02:58:18.805660Z", + "iopub.status.idle": "2023-10-27T02:58:18.884931Z", + "shell.execute_reply": "2023-10-27T02:58:18.884363Z", + "shell.execute_reply.started": "2023-10-27T02:58:18.805924Z" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "20-24 {'不合格': 131, '合格': 177, '良好': 25, '优秀': 5}\n", + "25-29 {'不合格': 54, '良好': 21, '合格': 90, '优秀': 3}\n", + "30-34 {'不合格': 14, '合格': 46, '良好': 11, '优秀': 4}\n", + "35-39 {'不合格': 30, '良好': 32, '合格': 77, '优秀': 8}\n", + "40-44 {'不合格': 46, '合格': 84, '优秀': 12, '良好': 24}\n", + "45-49 {'合格': 204, '不合格': 112, '良好': 69, '优秀': 32}\n", + "50-54 {'合格': 136, '不合格': 81, '优秀': 28, '良好': 39}\n", + "55-80 {'合格': 0, '不合格': 0, '良好': 0, '优秀': 0}\n" + ] + } + ], + "source": [ + "nld = [[20,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,80]]\n", + "\n", + "with open(filename,'r') as fl:\n", + " dict1 = json.load(fl) \n", + "dict2 = {}\n", + "dict2['不合格'] = [0,255]\n", + "dict2['合格'] = [256,332]\n", + "dict2['良好'] = [333,367]\n", + "dict2['优秀'] = [368,500]\n", + "dict3 = {}\n", + "for item in nld:\n", + " di = item[0]\n", + " gao = item[1]\n", + " age = f'{di}-{gao}'\n", + " dict3.setdefault(age,{})\n", + " i = 0 \n", + " m = 0\n", + " f = 0\n", + " for k,v in dict1.items():\n", + " if v['age'] in range(di,gao+1): \n", + " dict3[age].setdefault(v['level'],0)\n", + " if v['sex'] == '女':\n", + " dict3[age][v['level']] = dict3[age][v['level']]+1\n", + " \n", + "for k, v in dict3.items():\n", + " print(k,v)" + ] + }, + { + "cell_type": "markdown", + "id": "b7d10bef-405f-49a1-b423-2b972b4d1a44", + "metadata": {}, + "source": [ + "### 计算各年龄段测试等级(男）" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "fc97df37-34ff-4a02-9d26-b5d81b706e46", + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-27T02:59:02.314552Z", + "iopub.status.busy": "2023-10-27T02:59:02.313742Z", + "iopub.status.idle": "2023-10-27T02:59:02.387081Z", + "shell.execute_reply": "2023-10-27T02:59:02.386535Z", + "shell.execute_reply.started": "2023-10-27T02:59:02.314476Z" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "20-24 {'不合格': 426, '合格': 240, '良好': 34, '优秀': 6}\n", + "25-29 {'不合格': 196, '良好': 34, '合格': 138, '优秀': 4}\n", + "30-34 {'不合格': 90, '合格': 59, '良好': 13, '优秀': 3}\n", + "35-39 {'不合格': 171, '良好': 33, '合格': 119, '优秀': 5}\n", + "40-44 {'不合格': 114, '合格': 103, '优秀': 6, '良好': 22}\n", + "45-49 {'合格': 179, '不合格': 245, '良好': 39, '优秀': 3}\n", + "50-54 {'合格': 345, '不合格': 502, '优秀': 22, '良好': 60}\n", + "55-80 {'合格': 217, '不合格': 312, '良好': 39, '优秀': 9}\n" + ] + } + ], + "source": [ + "nld = [[20,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,80]]\n", + "\n", + "with open(filename,'r') as fl:\n", + " dict1 = json.load(fl) \n", + "dict2 = {}\n", + "dict2['不合格'] = [0,255]\n", + "dict2['合格'] = [256,332]\n", + "dict2['良好'] = [333,367]\n", + "dict2['优秀'] = [368,500]\n", + "dict3 = {}\n", + "for item in nld:\n", + " di = item[0]\n", + " gao = item[1]\n", + " age = f'{di}-{gao}'\n", + " dict3.setdefault(age,{})\n", + " i = 0 \n", + " m = 0\n", + " f = 0\n", + " for k,v in dict1.items():\n", + " if v['age'] in range(di,gao+1): \n", + " dict3[age].setdefault(v['level'],0)\n", + " if v['sex'] == '男':\n", + " dict3[age][v['level']] = dict3[age][v['level']]+1\n", + " \n", + "for k, v in dict3.items():\n", + " print(k,v)" + ] + }, + { + "cell_type": "markdown", + "id": "466355fe-5939-463c-a31e-a3a1beb4e78b", + "metadata": {}, + "source": [ + "## 根据年龄汇总人员信息及成绩" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "dafb86f8-5ee0-4c87-a98f-c7ff0f631fe5", + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-27T02:42:53.065561Z", + "iopub.status.busy": "2023-10-27T02:42:53.065280Z", + "iopub.status.idle": "2023-10-27T02:42:53.141524Z", + "shell.execute_reply": "2023-10-27T02:42:53.140901Z", + "shell.execute_reply.started": "2023-10-27T02:42:53.065537Z" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "16~24岁平均成绩：2.47分，人数：1044人,男性：706人\n", + "25~29岁平均成绩：2.58分，人数：540人,男性：372人\n", + "30~34岁平均成绩：2.6分，人数：240人,男性：165人\n", + "35~39岁平均成绩：2.64分，人数：475人,男性：328人\n", + "40~44岁平均成绩：2.69分，人数：411人,男性：245人\n", + "45~49岁平均成绩：2.68分，人数：883人,男性：466人\n", + "50~54岁平均成绩：2.57分，人数：1213人,男性：929人\n", + "55~69岁平均成绩：2.48分，人数：577人,男性：577人\n" + ] + } + ], + "source": [ + "nld = [[16,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,69]]\n", + "\n", + "with open(filename,'r') as fl:\n", + " dict1 = json.load(fl) \n", + "for item in nld:\n", + " di = item[0]\n", + " gao = item[1]\n", + " i = 0\n", + " score = 0\n", + " m = 0\n", + " f = 0\n", + " for k,v in dict1.items():\n", + " if v['age'] in range(di,gao+1):\n", + " score = score+v['score']\n", + " i+=1\n", + " if v['sex'] == '男':\n", + " m = m +1\n", + " if i ==0:\n", + " print(f'{di}~{gao}岁平均成绩：0分，人数：0人,男性：{m}人')\n", + " else:\n", + " print(f'{di}~{gao}岁平均成绩：{round(score/i,2)}分，人数：{i-1}人,男性：{m}人')" + ] + }, + { + "cell_type": "markdown", + "id": "dafdffca-6543-4304-af61-4f7cd418ba24", + "metadata": {}, + "source": [ + "### 根据年龄汇总人员信息及成绩（男）" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "347703a1-501b-4800-bd29-16e94f4a6793", + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-27T02:46:37.747375Z", + "iopub.status.busy": "2023-10-27T02:46:37.747078Z", + "iopub.status.idle": "2023-10-27T02:46:37.815689Z", + "shell.execute_reply": "2023-10-27T02:46:37.814984Z", + "shell.execute_reply.started": "2023-10-27T02:46:37.747349Z" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "20~24岁平均成绩：2.39分，人数：706人\n", + "25~29岁平均成绩：2.5分，人数：372人\n", + "30~34岁平均成绩：2.47分，人数：165人\n", + "35~39岁平均成绩：2.5分，人数：328人\n", + "40~44岁平均成绩：2.57分，人数：245人\n", + "45~49岁平均成绩：2.48分，人数：466人\n", + "50~54岁平均成绩：2.47分，人数：929人\n", + "55~80岁平均成绩：2.48分，人数：577人\n" + ] + } + ], + "source": [ + "import json\n", + "\n", + "nld = [[20,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,80]]\n", + "\n", + "with open(filename,'r') as fl:\n", + " dict1 = json.load(fl) \n", + "for item in nld:\n", + " di = item[0]\n", + " gao = item[1]\n", + " i = 0\n", + " score = 0\n", + " m = 0\n", + " f = 0\n", + " for k,v in dict1.items():\n", + " if v['age'] in range(di,gao+1) and v['sex'] == '男':\n", + " score = score+v['score']\n", + " i+=1\n", + " if i ==0:\n", + " print(f'{di}~{gao}岁平均成绩：0分，人数：{i}人') \n", + " else:\n", + " print(f'{di}~{gao}岁平均成绩：{round(score/i,2)}分，人数：{i}人')" + ] + }, + { + "cell_type": "markdown", + "id": "9b63891e-824a-4772-83f9-0706381ffd14", + "metadata": {}, + "source": [ + "### 根据年龄汇总人员信息及成绩（女）" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "5900d1c7-2f8c-4dfa-a60e-a577fb90f22d", + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-27T02:47:40.422207Z", + "iopub.status.busy": "2023-10-27T02:47:40.421915Z", + "iopub.status.idle": "2023-10-27T02:47:40.532803Z", + "shell.execute_reply": "2023-10-27T02:47:40.532106Z", + "shell.execute_reply.started": "2023-10-27T02:47:40.422184Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "20~24岁平均成绩：2.65分，人数：338人\n", + "25~29岁平均成绩：2.74分，人数：168人\n", + "30~34岁平均成绩：2.88分，人数：75人\n", + "35~39岁平均成绩：2.95分，人数：147人\n", + "40~44岁平均成绩：2.85分，人数：166人\n", + "45~49岁平均成绩：2.9分，人数：417人\n", + "50~54岁平均成绩：2.89分，人数：284人\n", + "55~80岁平均成绩：0分，人数：0人\n" + ] + } + ], + "source": [ + "nld = [[20,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,80]]\n", + "\n", + "with open(filename,'r') as fl:\n", + " dict1 = json.load(fl) \n", + "for item in nld:\n", + " di = item[0]\n", + " gao = item[1]\n", + " i = 0\n", + " score = 0\n", + " m = 0\n", + " f = 0\n", + " for k,v in dict1.items():\n", + " if v['age'] in range(di,gao+1) and v['sex'] == '女':\n", + " score = score+v['score']\n", + " i+=1\n", + " if i ==0:\n", + " print(f'{di}~{gao}岁平均成绩：0分，人数：{i}人') \n", + " else:\n", + " print(f'{di}~{gao}岁平均成绩：{round(score/i,2)}分，人数：{i}人')" + ] + }, + { + "cell_type": "markdown", + "id": "ca546652-d275-46d3-9b9a-9cb1c3a09a78", + "metadata": {}, + "source": [ + "## 计算各项目成绩" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "ad69c45d-3f62-42df-894d-47424e759029", + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-27T02:59:52.525939Z", + "iopub.status.busy": "2023-10-27T02:59:52.525661Z", + "iopub.status.idle": "2023-10-27T02:59:52.682642Z", + "shell.execute_reply": "2023-10-27T02:59:52.681750Z", + "shell.execute_reply.started": "2023-10-27T02:59:52.525915Z" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "BMI 3.53 5344\n", + "肺活量 3.3 5270\n", + "握力 1.36 5291\n", + "坐位体前屈 2.87 4581\n", + "纵跳 1.93 4632\n", + "俯卧撑 2.49 3085\n", + "一分钟仰卧起坐 3.85 1034\n", + "单脚站立 1.96 5180\n", + "选择反应时 2.93 5300\n", + "台阶指数 2.6 2164\n" + ] + } + ], + "source": [ + "with open(filename,'r') as fl:\n", + " dict1 = json.load(fl) \n", + "items = ['BMI','肺活量','握力','坐位体前屈','纵跳','俯卧撑','一分钟仰卧起坐','单脚站立','选择反应时','台阶指数']\n", + "for item in items:\n", + " score = 0\n", + " n = 0\n", + " for k, v in dict1.items(): \n", + " if item in v['fits'].keys():\n", + " n = n + 1\n", + " score =score + int(v['fits'][item]['score'])\n", + " print(item,round(score/n,2),n)" + ] + }, + { + "cell_type": "markdown", + "id": "f005328b-1927-4f62-b530-e7750299c423", + "metadata": {}, + "source": [ + "## 按照部门计算平均成绩" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "dcf152e7-bbcc-47d1-9c5f-83854db35412", + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-27T03:04:24.035897Z", + "iopub.status.busy": "2023-10-27T03:04:24.035597Z", + "iopub.status.idle": "2023-10-27T03:04:24.127211Z", + "shell.execute_reply": "2023-10-27T03:04:24.126568Z", + "shell.execute_reply.started": "2023-10-27T03:04:24.035871Z" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "化验计量部 2.56 469\n", + "南港烯烃部 2.48 681\n", + "消防支队 2.52 72\n", + "炼油部 2.63 1191\n", + "化工部 2.58 522\n", + "电仪部 2.4 322\n", + "物资采购中心 2.67 84\n", + "水务部 2.53 396\n", + "运输销售部 2.44 199\n", + "原油储运部 2.5 178\n", + "聚醚部 2.63 112\n", + "公司机关 2.65 112\n", + "南港乙烯项目管理部 2.61 15\n", + "党委党校（培训中心） 2.79 48\n", + "装备研究院 2.71 48\n", + "热电部 2.63 412\n", + "烯烃部 2.63 320\n", + "行政事务中心 2.6 41\n", + "信息档案管理中心 2.84 60\n", + "研究院 2.82 101\n" + ] + } + ], + "source": [ + "with open(filename,'r') as fl:\n", + " dict1 = json.load(fl) \n", + "depart = []\n", + "for k, v in dict1.items():\n", + " if v['unit'] not in depart:\n", + " depart.append(v['unit'])\n", + "\n", + "for item in depart:\n", + " score = 0\n", + " n = 0\n", + " for k, v in dict1.items():\n", + " if item == v['unit']:\n", + " score = score + v['score']\n", + " n = n +1 \n", + " print(item,round(score/n,2),n)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "46997480-54dd-440f-83a1-0e946d7463f7", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d1977ca9-bf12-4f09-ae7b-e8af9eaa82f2", + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "markdown", "id": "bdb81e20-32ec-4e0e-b2ac-13dac2060068", diff --git a/体测单位/政法委.ipynb b/体测单位/政法委.ipynb index 081af41..a9c7732 100644 --- a/体测单位/政法委.ipynb +++ b/体测单位/政法委.ipynb @@ -883,15 +883,15 @@ }, { "cell_type": "code", - "execution_count": 112, + "execution_count": 118, "id": "c12bc25a-17d6-4dcf-b739-cfa9bbe4410f", "metadata": { "execution": { - "iopub.execute_input": "2023-10-26T04:23:58.525630Z", - "iopub.status.busy": "2023-10-26T04:23:58.525352Z", - "iopub.status.idle": "2023-10-26T04:23:58.532045Z", - "shell.execute_reply": "2023-10-26T04:23:58.531567Z", - "shell.execute_reply.started": "2023-10-26T04:23:58.525606Z" + "iopub.execute_input": "2023-10-27T02:42:44.946766Z", + "iopub.status.busy": "2023-10-27T02:42:44.945990Z", + "iopub.status.idle": "2023-10-27T02:42:44.968952Z", + "shell.execute_reply": "2023-10-27T02:42:44.966747Z", + "shell.execute_reply.started": "2023-10-27T02:42:44.946692Z" }, "tags": [] }, @@ -901,12 +901,12 @@ "output_type": "stream", "text": [ "20~24岁平均成绩：0分，人数：0人,男性：0人\n", - "25~29岁平均成绩：2.22分，人数：0人,男性：1人\n", - "30~34岁平均成绩：3.0分，人数：4人,男性：3人\n", - "35~39岁平均成绩：2.99分，人数：5人,男性：2人\n", - "40~44岁平均成绩：2.96分，人数：5人,男性：2人\n", - "45~49岁平均成绩：3.5分，人数：3人,男性：1人\n", - "50~54岁平均成绩：3.18分，人数：2人,男性：2人\n", + "25~29岁平均成绩：2.22分，人数：1人,男性：1人\n", + "30~34岁平均成绩：3.0分，人数：5人,男性：3人\n", + "35~39岁平均成绩：2.99分，人数：6人,男性：2人\n", + "40~44岁平均成绩：2.96分，人数：6人,男性：2人\n", + "45~49岁平均成绩：3.5分，人数：4人,男性：1人\n", + "50~54岁平均成绩：3.18分，人数：3人,男性：2人\n", "55~69岁平均成绩：0分，人数：0人,男性：0人\n" ] } @@ -932,7 +932,7 @@ " if i ==0:\n", " print(f'{di}~{gao}岁平均成绩：0分，人数：0人,男性：{m}人')\n", " else:\n", - " print(f'{di}~{gao}岁平均成绩：{round(score/i,2)}分，人数：{i-1}人,男性：{m}人')" + " print(f'{di}~{gao}岁平均成绩：{round(score/i,2)}分，人数：{i}人,男性：{m}人')" ] }, { @@ -1191,15 +1191,15 @@ }, { "cell_type": "code", - "execution_count": 102, + "execution_count": 119, "id": "5af094da-db54-4ab7-bbce-7329cb2fc1b1", "metadata": { "execution": { - "iopub.execute_input": "2023-10-26T03:53:27.018083Z", - "iopub.status.busy": "2023-10-26T03:53:27.017773Z", - "iopub.status.idle": "2023-10-26T03:53:27.025537Z", - "shell.execute_reply": "2023-10-26T03:53:27.025061Z", - "shell.execute_reply.started": "2023-10-26T03:53:27.018054Z" + "iopub.execute_input": "2023-10-27T02:53:08.597836Z", + "iopub.status.busy": "2023-10-27T02:53:08.597058Z", + "iopub.status.idle": "2023-10-27T02:53:08.623418Z", + "shell.execute_reply": "2023-10-27T02:53:08.621219Z", + "shell.execute_reply.started": "2023-10-27T02:53:08.597762Z" }, "tags": [] },