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512song committed 2025-06-29 10:02:44 +08:00
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体测单位/体质检测数据处理.ipynb
+51 -282
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@@ -391,26 +391,10 @@
},
{
"cell_type": "code",
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"execution_count": null,
"id": "d6498431-2103-4d27-bba9-f1669b710361",
"metadata": {
"execution": {
"iopub.execute_input": "2025-06-20T10:23:26.493123Z",
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"shell.execute_reply": "2025-06-20T10:23:26.516599Z",
"shell.execute_reply.started": "2025-06-20T10:23:26.493058Z"
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"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"('141002','648960','pushup','10','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','570566','pushup','23','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491887','pushup','6','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','574298','pushup','17','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491960','pushup','14','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491662','pushup','12','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','575445','pushup','43','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','560212','pushup','40','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491851','pushup','11','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491871','pushup','17','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491724','pushup','13','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','573863','pushup','16','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','701505','pushup','15','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491852','pushup','44','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491792','pushup','10','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491628','pushup','5','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491730','pushup','12','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491857','pushup','14','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491909','pushup','10','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491644','pushup','1','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491659','pushup','21','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491991','pushup','12','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','567279','pushup','25','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491979','pushup','14','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491815','pushup','5','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','570113','pushup','51','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','697697','pushup','28','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491842','pushup','10','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491638','situp','24','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491797','situp','18','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491837','situp','18','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491964','situp','14','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491701','situp','23','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491634','situp','16','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491929','situp','7','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491873','situp','11','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491947','situp','25','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491816','situp','14','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491664','situp','25','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491715','situp','22','2025-06-20','2025-06-20 19:00:00.000 +0800'),('141002','491896','situp','11','2025-06-20','2025-06-20 19:00:00.000 +0800')\n"
]
}
],
"metadata": {},
"outputs": [],
"source": [
"import openpyxl\n",
"import json\n",
@@ -1568,32 +1552,16 @@
},
{
"cell_type": "code",
"execution_count": 1,
"execution_count": null,
"id": "46aa847d-e1fe-45bd-85b6-e2d792ec8842",
"metadata": {
"execution": {
"iopub.execute_input": "2025-06-20T07:02:57.467110Z",
"iopub.status.busy": "2025-06-20T07:02:57.466845Z",
"iopub.status.idle": "2025-06-20T07:02:57.734080Z",
"shell.execute_reply": "2025-06-20T07:02:57.733499Z",
"shell.execute_reply.started": "2025-06-20T07:02:57.467082Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"245\n"
]
}
],
"metadata": {},
"outputs": [],
"source": [
"import json\n",
"import openpyxl\n",
"\n",
"\n",
"filename = 'data/result_东营石油工程设计院2025.json'\n",
"filename = 'data/result_宁夏能化人员all.json'\n",
"with open(filename,'r') as fl:\n",
" dict1 = json.load(fl)\n",
"\n",
@@ -1646,7 +1614,7 @@
" mydata['score'] = round(score/len(mydata['fits']),2)\n",
" if len(mydata['fits']) >2:\n",
" dict2[str(k)] = mydata\n",
"filename = f'data/data_东营石油工程设计院2025.json'\n",
"filename = f'data/data_宁夏能化人员.json'\n",
"with open(filename,'w') as fl:\n",
" json.dump(dict2,fl , ensure_ascii=False) \n",
"print(len(dict2)) "
@@ -1662,34 +1630,17 @@
},
{
"cell_type": "code",
"execution_count": 2,
"execution_count": null,
"id": "63edd636-f034-4aa6-8575-63d5cdb84adb",
"metadata": {
"execution": {
"iopub.execute_input": "2025-06-20T07:03:02.456319Z",
"iopub.status.busy": "2025-06-20T07:03:02.455985Z",
"iopub.status.idle": "2025-06-20T07:03:02.466008Z",
"shell.execute_reply": "2025-06-20T07:03:02.465278Z",
"shell.execute_reply.started": "2025-06-20T07:03:02.456291Z"
},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"平均成绩：2.8648分，男性：149人\n",
"平均成绩：3.347分，女性：96人\n",
"平均成绩：3.0537分，总体：245人\n"
]
}
],
"outputs": [],
"source": [
"import json\n",
"\n",
"nld = [[20,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,80]]\n",
"filename = 'data/data_东营石油工程设计院2025.json'\n",
"filename = 'data/data_宁夏能化人员.json'\n",
"with open(filename,'r') as fl:\n",
" dict1 = json.load(fl) \n",
"i = 1\n",
@@ -1723,32 +1674,12 @@
},
{
"cell_type": "code",
"execution_count": 4,
"execution_count": null,
"id": "1b4a3f02-9b2e-41fc-ac6c-8163907a07f1",
"metadata": {
"execution": {
"iopub.execute_input": "2025-06-20T07:18:09.278839Z",
"iopub.status.busy": "2025-06-20T07:18:09.278136Z",
"iopub.status.idle": "2025-06-20T07:18:09.306423Z",
"shell.execute_reply": "2025-06-20T07:18:09.305900Z",
"shell.execute_reply.started": "2025-06-20T07:18:09.278775Z"
},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0~255分人数：45人,男性：38人,女性:7人\n",
"256~332分人数：117人,男性：81人,女性:36人\n",
"333~367分人数：52人,男性：24人,女性:28人\n",
"368~500分人数：31人,男性：6人,女性:25人\n",
"245\n",
"ok\n"
]
}
],
"outputs": [],
"source": [
"import json\n",
"\n",
@@ -1794,34 +1725,12 @@
},
{
"cell_type": "code",
"execution_count": 5,
"execution_count": null,
"id": "2d661ca6-6129-4da1-ac25-51d0156babb2",
"metadata": {
"execution": {
"iopub.execute_input": "2025-06-20T07:21:51.234293Z",
"iopub.status.busy": "2025-06-20T07:21:51.233818Z",
"iopub.status.idle": "2025-06-20T07:21:51.247599Z",
"shell.execute_reply": "2025-06-20T07:21:51.246811Z",
"shell.execute_reply.started": "2025-06-20T07:21:51.234246Z"
},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"20-24 {'合格': 1, '不合格': 0, '优秀': 0, '良好': 1}\n",
"25-29 {'不合格': 3, '合格': 9, '良好': 5}\n",
"30-34 {'合格': 7, '不合格': 3, '良好': 3, '优秀': 3}\n",
"35-39 {'合格': 8, '不合格': 0, '良好': 5, '优秀': 7}\n",
"40-44 {'优秀': 5, '合格': 8, '良好': 2, '不合格': 1}\n",
"45-49 {'合格': 3, '良好': 5, '优秀': 7, '不合格': 0}\n",
"50-54 {'合格': 0, '良好': 7, '优秀': 1, '不合格': 0}\n",
"55-80 {'合格': 0, '优秀': 2, '不合格': 0}\n"
]
}
],
"outputs": [],
"source": [
"nld = [[20,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,80]]\n",
"\n",
@@ -1861,34 +1770,12 @@
},
{
"cell_type": "code",
"execution_count": 6,
"execution_count": null,
"id": "fc97df37-34ff-4a02-9d26-b5d81b706e46",
"metadata": {
"execution": {
"iopub.execute_input": "2025-06-20T07:22:47.684882Z",
"iopub.status.busy": "2025-06-20T07:22:47.684089Z",
"iopub.status.idle": "2025-06-20T07:22:47.694069Z",
"shell.execute_reply": "2025-06-20T07:22:47.693102Z",
"shell.execute_reply.started": "2025-06-20T07:22:47.684812Z"
},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"20-24 {'合格': 5, '不合格': 2, '优秀': 1, '良好': 0}\n",
"25-29 {'不合格': 18, '合格': 18, '良好': 4}\n",
"30-34 {'合格': 7, '不合格': 5, '良好': 3, '优秀': 0}\n",
"35-39 {'合格': 18, '不合格': 5, '良好': 4, '优秀': 2}\n",
"40-44 {'优秀': 0, '合格': 11, '良好': 5, '不合格': 3}\n",
"45-49 {'合格': 5, '良好': 3, '优秀': 2, '不合格': 2}\n",
"50-54 {'合格': 10, '良好': 5, '优秀': 1, '不合格': 2}\n",
"55-80 {'合格': 7, '优秀': 0, '不合格': 1}\n"
]
}
],
"outputs": [],
"source": [
"nld = [[20,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,80]]\n",
"\n",
@@ -1928,34 +1815,12 @@
},
{
"cell_type": "code",
"execution_count": 7,
"execution_count": null,
"id": "dafb86f8-5ee0-4c87-a98f-c7ff0f631fe5",
"metadata": {
"execution": {
"iopub.execute_input": "2025-06-20T07:23:11.398803Z",
"iopub.status.busy": "2025-06-20T07:23:11.398178Z",
"iopub.status.idle": "2025-06-20T07:23:11.412257Z",
"shell.execute_reply": "2025-06-20T07:23:11.411707Z",
"shell.execute_reply.started": "2025-06-20T07:23:11.398743Z"
},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"16~24岁平均成绩：2.83分，人数：10人,男性：8人\n",
"25~29岁平均成绩：2.74分，人数：57人,男性：40人\n",
"30~34岁平均成绩：2.99分，人数：31人,男性：15人\n",
"35~39岁平均成绩：3.17分，人数：49人,男性：29人\n",
"40~44岁平均成绩：3.18分，人数：35人,男性：19人\n",
"45~49岁平均成绩：3.33分，人数：27人,男性：12人\n",
"50~54岁平均成绩：3.19分，人数：26人,男性：18人\n",
"55~69岁平均成绩：3.1分，人数：10人,男性：8人\n"
]
}
],
"outputs": [],
"source": [
"nld = [[16,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,69]]\n",
"\n",
@@ -1990,34 +1855,12 @@
},
{
"cell_type": "code",
"execution_count": 8,
"execution_count": null,
"id": "347703a1-501b-4800-bd29-16e94f4a6793",
"metadata": {
"execution": {
"iopub.execute_input": "2025-06-20T07:24:33.635096Z",
"iopub.status.busy": "2025-06-20T07:24:33.634402Z",
"iopub.status.idle": "2025-06-20T07:24:33.651087Z",
"shell.execute_reply": "2025-06-20T07:24:33.649880Z",
"shell.execute_reply.started": "2025-06-20T07:24:33.635035Z"
},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"20~24岁平均成绩：2.76分，人数：8人\n",
"25~29岁平均成绩：2.65分，人数：40人\n",
"30~34岁平均成绩：2.79分，人数：15人\n",
"35~39岁平均成绩：2.94分，人数：29人\n",
"40~44岁平均成绩：2.99分，人数：19人\n",
"45~49岁平均成绩：3.06分，人数：12人\n",
"50~54岁平均成绩：3.06分，人数：18人\n",
"55~80岁平均成绩：2.86分，人数：8人\n"
]
}
],
"outputs": [],
"source": [
"import json\n",
"\n",
@@ -2052,34 +1895,12 @@
},
{
"cell_type": "code",
"execution_count": 9,
"execution_count": null,
"id": "5900d1c7-2f8c-4dfa-a60e-a577fb90f22d",
"metadata": {
"execution": {
"iopub.execute_input": "2025-06-20T07:25:13.064370Z",
"iopub.status.busy": "2025-06-20T07:25:13.063575Z",
"iopub.status.idle": "2025-06-20T07:25:13.078290Z",
"shell.execute_reply": "2025-06-20T07:25:13.077372Z",
"shell.execute_reply.started": "2025-06-20T07:25:13.064296Z"
},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"20~24岁平均成绩：3.1分，人数：2人\n",
"25~29岁平均成绩：2.96分，人数：17人\n",
"30~34岁平均成绩：3.18分，人数：16人\n",
"35~39岁平均成绩：3.51分，人数：20人\n",
"40~44岁平均成绩：3.41分，人数：16人\n",
"45~49岁平均成绩：3.54分，人数：15人\n",
"50~54岁平均成绩：3.5分，人数：8人\n",
"55~80岁平均成绩：4.05分，人数：2人\n"
]
}
],
"outputs": [],
"source": [
"nld = [[20,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,80]]\n",
"\n",
@@ -2112,36 +1933,12 @@
},
{
"cell_type": "code",
"execution_count": 11,
"execution_count": null,
"id": "ad69c45d-3f62-42df-894d-47424e759029",
"metadata": {
"execution": {
"iopub.execute_input": "2025-06-20T07:27:00.500978Z",
"iopub.status.busy": "2025-06-20T07:27:00.500308Z",
"iopub.status.idle": "2025-06-20T07:27:00.512882Z",
"shell.execute_reply": "2025-06-20T07:27:00.511833Z",
"shell.execute_reply.started": "2025-06-20T07:27:00.500920Z"
},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"BMI 3.52 245\n",
"肺活量 3.84 245\n",
"握力 2.16 245\n",
"坐位体前屈 2.64 240\n",
"纵跳 2.95 243\n",
"俯卧撑 3.56 143\n",
"一分钟仰卧起坐 4.18 89\n",
"单脚站立 2.77 245\n",
"选择反应时 3.46 245\n",
"台阶指数 2.36 231\n"
]
}
],
"outputs": [],
"source": [
"with open(filename,'r') as fl:\n",
" dict1 = json.load(fl) \n",
@@ -2166,56 +1963,12 @@
},
{
"cell_type": "code",
"execution_count": 12,
"execution_count": null,
"id": "dcf152e7-bbcc-47d1-9c5f-83854db35412",
"metadata": {
"execution": {
"iopub.execute_input": "2025-06-20T07:27:51.081316Z",
"iopub.status.busy": "2025-06-20T07:27:51.080661Z",
"iopub.status.idle": "2025-06-20T07:27:51.092225Z",
"shell.execute_reply": "2025-06-20T07:27:51.091127Z",
"shell.execute_reply.started": "2025-06-20T07:27:51.081252Z"
},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"管道工程设计所 2.96 30\n",
"勘察与地下工程事业部 2.87 21\n",
"电力设计所 3.03 13\n",
"注水及水处理工艺设计所 2.98 11\n",
"油气工艺设计所 2.81 20\n",
"机械设备设计所 3.08 8\n",
"集成设计中心 2.78 12\n",
"经营管理部 2.44 1\n",
"技术发展中心 2.98 6\n",
"党群工作部 3.67 1\n",
"财务资产部 3.64 5\n",
"智能化研究中心 3.29 21\n",
"建筑设计所 3.33 14\n",
"档案管理中心 3.37 8\n",
"综合服务中心 3.04 8\n",
"绿色低碳技术研究中心 3.03 8\n",
"控制部 3.12 6\n",
"党委组织部（人力资源部） 3.11 1\n",
"工程监理公司 3.2 6\n",
"施工管理部 3.04 5\n",
"物资装备管理中心 3.47 4\n",
"海洋工程设计所 2.78 9\n",
"国际工程管理部 2.89 1\n",
"自控通信设计所 3.05 12\n",
"法律合规部 3.59 3\n",
"工程造价中心 3.04 7\n",
"运行管理部 3.0 1\n",
"纪检监督部 3.33 1\n",
"项目执行部 3.33 1\n",
"HSE管理部 3.11 1\n"
]
}
],
"outputs": [],
"source": [
"with open(filename,'r') as fl:\n",
" dict1 = json.load(fl) \n",
@@ -2260,7 +2013,7 @@
" score = 0\n",
" n = 0\n",
" for k, v in dict1.items():\n",
" if item == v['unit'] and v['sex'] == '女':\n",
" if item == v['unit'] and v['sex'] == '男':\n",
" score = score + v['score']\n",
" n = n +1 \n",
" if n>0:\n",
@@ -2327,7 +2080,7 @@
"import json\n",
"\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",
"filename = 'data/data_北海炼化2024.json'\n",
"filename = 'data/data_宁夏能化人员.json'\n",
"with open(filename,'r') as fl:\n",
" dict1 = json.load(fl)\n",
"\n",
@@ -2374,9 +2127,17 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 19,
"id": "6f9768ce-2ef5-4253-9fc6-49dbdcf00a19",
"metadata": {},
"metadata": {
"execution": {
"iopub.execute_input": "2025-06-29T01:27:37.201286Z",
"iopub.status.busy": "2025-06-29T01:27:37.200533Z",
"iopub.status.idle": "2025-06-29T01:27:37.211946Z",
"shell.execute_reply": "2025-06-29T01:27:37.211395Z",
"shell.execute_reply.started": "2025-06-29T01:27:37.201222Z"
}
},
"outputs": [],
"source": [
"import json\n",
@@ -2716,15 +2477,23 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 21,
"id": "9ecd3ad8-c8af-4f3e-90e5-1618fea905a4",
"metadata": {},
"metadata": {
"execution": {
"iopub.execute_input": "2025-06-29T01:39:49.263673Z",
"iopub.status.busy": "2025-06-29T01:39:49.263044Z",
"iopub.status.idle": "2025-06-29T01:39:49.297534Z",
"shell.execute_reply": "2025-06-29T01:39:49.297056Z",
"shell.execute_reply.started": "2025-06-29T01:39:49.263597Z"
}
},
"outputs": [],
"source": [
"import openpyxl\n",
"\n",
"list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp']\n",
"filename = 'data/result_党建出版社2025-1.json'\n",
"filename = 'data/result_海淀区老干部大学第一期-1.json'\n",
"with open(filename,'r') as fl:\n",
" dict1 = json.load(fl) \n",
"data_list = []\n",
@@ -2806,7 +2575,7 @@
" list6.append('')\n",
" i+=1\n",
" data_list.append(list6)\n",
"filename = 'data/党建出版社测试情况表2025.xlsx'\n",
"filename = 'data/海淀区老干部大学第一期测试情况表.xlsx'\n",
"wb = openpyxl.Workbook()\n",
"sheet = wb.active\n",
"#sheet.append(title)\n",