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512song committed 2025-12-05 22:47:40 +08:00
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体测单位/体质检测数据处理.ipynb
+55 -581
View File
@@ -391,26 +391,10 @@
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]
}
],
"metadata": {},
"outputs": [],
"source": [
"import openpyxl\n",
"import json\n",
@@ -1648,26 +1632,10 @@
},
{
"cell_type": "code",
"execution_count": 151,
"execution_count": null,
"id": "46aa847d-e1fe-45bd-85b6-e2d792ec8842",
"metadata": {
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"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1221\n"
]
}
],
"metadata": {},
"outputs": [],
"source": [
"import json\n",
"import openpyxl\n",
@@ -1741,29 +1709,12 @@
},
{
"cell_type": "code",
"execution_count": 154,
"execution_count": null,
"id": "63edd636-f034-4aa6-8575-63d5cdb84adb",
"metadata": {
"execution": {
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},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"平均成绩：2.7312分，男性：997人\n",
"平均成绩：3.2382分，女性：224人\n",
"平均成绩：2.8242分，总体：1221人\n"
]
}
],
"outputs": [],
"source": [
"import json\n",
"\n",
@@ -1802,32 +1753,12 @@
},
{
"cell_type": "code",
"execution_count": 155,
"execution_count": null,
"id": "1b4a3f02-9b2e-41fc-ac6c-8163907a07f1",
"metadata": {
"execution": {
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},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0~255分人数：383人,男性：358人,女性:25人\n",
"256~332分人数：551人,男性：458人,女性:93人\n",
"333~367分人数：195人,男性：130人,女性:65人\n",
"368~500分人数：92人,男性：51人,女性:41人\n",
"1221\n",
"ok\n"
]
}
],
"outputs": [],
"source": [
"import json\n",
"\n",
@@ -1873,34 +1804,12 @@
},
{
"cell_type": "code",
"execution_count": 156,
"execution_count": null,
"id": "2d661ca6-6129-4da1-ac25-51d0156babb2",
"metadata": {
"execution": {
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},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"20-24 {'合格': 2, '不合格': 1, '良好': 1, '优秀': 0}\n",
"25-29 {'合格': 9, '不合格': 3, '良好': 7, '优秀': 2}\n",
"30-34 {'合格': 5, '不合格': 0, '优秀': 3, '良好': 2}\n",
"35-39 {'合格': 5, '不合格': 4, '良好': 4, '优秀': 5}\n",
"40-44 {'合格': 10, '不合格': 5, '优秀': 5, '良好': 11}\n",
"45-49 {'不合格': 12, '良好': 29, '合格': 48, '优秀': 15}\n",
"50-54 {'合格': 14, '不合格': 0, '优秀': 10, '良好': 11}\n",
"55-80 {'合格': 0, '不合格': 0, '良好': 0, '优秀': 1}\n"
]
}
],
"outputs": [],
"source": [
"nld = [[20,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,80]]\n",
"\n",
@@ -1940,34 +1849,12 @@
},
{
"cell_type": "code",
"execution_count": 157,
"execution_count": null,
"id": "fc97df37-34ff-4a02-9d26-b5d81b706e46",
"metadata": {
"execution": {
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"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"20-24 {'合格': 15, '不合格': 9, '良好': 3, '优秀': 2}\n",
"25-29 {'合格': 31, '不合格': 22, '良好': 3, '优秀': 1}\n",
"30-34 {'合格': 22, '不合格': 8, '优秀': 0, '良好': 4}\n",
"35-39 {'合格': 65, '不合格': 27, '良好': 21, '优秀': 6}\n",
"40-44 {'合格': 56, '不合格': 50, '优秀': 5, '良好': 16}\n",
"45-49 {'不合格': 49, '良好': 23, '合格': 68, '优秀': 6}\n",
"50-54 {'合格': 118, '不合格': 99, '优秀': 21, '良好': 31}\n",
"55-80 {'合格': 83, '不合格': 94, '良好': 29, '优秀': 10}\n"
]
}
],
"outputs": [],
"source": [
"nld = [[20,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,80]]\n",
"\n",
@@ -2007,34 +1894,12 @@
},
{
"cell_type": "code",
"execution_count": 158,
"execution_count": null,
"id": "dafb86f8-5ee0-4c87-a98f-c7ff0f631fe5",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-24T14:48:12.941585Z",
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},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"16~24岁平均成绩：2.79分，人数：33人,男性：29人\n",
"25~29岁平均成绩：2.78分，人数：78人,男性：57人\n",
"30~34岁平均成绩：2.86分，人数：44人,男性：34人\n",
"35~39岁平均成绩：2.92分，人数：137人,男性：119人\n",
"40~44岁平均成绩：2.8分，人数：158人,男性：127人\n",
"45~49岁平均成绩：2.93分，人数：250人,男性：146人\n",
"50~54岁平均成绩：2.83分，人数：304人,男性：269人\n",
"55~69岁平均成绩：2.67分，人数：217人,男性：216人\n"
]
}
],
"outputs": [],
"source": [
"nld = [[16,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,69]]\n",
"\n",
@@ -2069,34 +1934,12 @@
},
{
"cell_type": "code",
"execution_count": 159,
"execution_count": null,
"id": "347703a1-501b-4800-bd29-16e94f4a6793",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-24T14:48:15.372851Z",
"iopub.status.busy": "2025-11-24T14:48:15.372157Z",
"iopub.status.idle": "2025-11-24T14:48:15.394637Z",
"shell.execute_reply": "2025-11-24T14:48:15.394035Z",
"shell.execute_reply.started": "2025-11-24T14:48:15.372789Z"
},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"20~24岁平均成绩：2.77分，人数：29人\n",
"25~29岁平均成绩：2.63分，人数：57人\n",
"30~34岁平均成绩：2.69分，人数：34人\n",
"35~39岁平均成绩：2.86分，人数：119人\n",
"40~44岁平均成绩：2.7分，人数：127人\n",
"45~49岁平均成绩：2.75分，人数：146人\n",
"50~54岁平均成绩：2.75分，人数：269人\n",
"55~80岁平均成绩：2.66分，人数：216人\n"
]
}
],
"outputs": [],
"source": [
"import json\n",
"\n",
@@ -2131,34 +1974,12 @@
},
{
"cell_type": "code",
"execution_count": 160,
"execution_count": null,
"id": "5900d1c7-2f8c-4dfa-a60e-a577fb90f22d",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-24T14:48:17.652548Z",
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},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"20~24岁平均成绩：2.94分，人数：4人\n",
"25~29岁平均成绩：3.19分，人数：21人\n",
"30~34岁平均成绩：3.44分，人数：10人\n",
"35~39岁平均成绩：3.28分，人数：18人\n",
"40~44岁平均成绩：3.18分，人数：31人\n",
"45~49岁平均成绩：3.18分，人数：104人\n",
"50~54岁平均成绩：3.44分，人数：35人\n",
"55~80岁平均成绩：4.12分，人数：1人\n"
]
}
],
"outputs": [],
"source": [
"nld = [[20,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,80]]\n",
"\n",
@@ -2191,37 +2012,13 @@
},
{
"cell_type": "code",
"execution_count": 161,
"execution_count": null,
"id": "ad69c45d-3f62-42df-894d-47424e759029",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-24T14:48:20.700694Z",
"iopub.status.busy": "2025-11-24T14:48:20.699169Z",
"iopub.status.idle": "2025-11-24T14:48:20.724432Z",
"shell.execute_reply": "2025-11-24T14:48:20.723863Z",
"shell.execute_reply.started": "2025-11-24T14:48:20.700633Z"
},
"scrolled": true,
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"BMI 3.04 1212\n",
"肺活量 3.23 1202\n",
"握力 2.56 1211\n",
"坐位体前屈 3.26 1144\n",
"纵跳 2.17 1152\n",
"俯卧撑 2.5 955\n",
"一分钟仰卧起坐 3.8 202\n",
"单脚站立 2.58 1184\n",
"选择反应时 3.26 1204\n",
"台阶指数 2.72 768\n"
]
}
],
"outputs": [],
"source": [
"with open(filename,'r') as fl:\n",
" dict1 = json.load(fl) \n",
@@ -2246,46 +2043,12 @@
},
{
"cell_type": "code",
"execution_count": 152,
"execution_count": null,
"id": "dcf152e7-bbcc-47d1-9c5f-83854db35412",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-24T14:44:34.448484Z",
"iopub.status.busy": "2025-11-24T14:44:34.447872Z",
"iopub.status.idle": "2025-11-24T14:44:34.473938Z",
"shell.execute_reply": "2025-11-24T14:44:34.473308Z",
"shell.execute_reply.started": "2025-11-24T14:44:34.448431Z"
},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"应急救援中心 2.9 82\n",
"质量计量中心 2.94 125\n",
"公用工程部 2.77 164\n",
"财务资产部 3.1 15\n",
"炼油一部 2.74 163\n",
"炼油二部 2.8 145\n",
"炼油三部 2.88 144\n",
"储运部 2.68 139\n",
"行政事务中心 2.65 90\n",
"总经理办公室 3.1 9\n",
"安全环保部 3.03 14\n",
"计划经营部 2.96 12\n",
"党群工作部 3.31 14\n",
"物资采购中心 3.02 24\n",
"生产技术部 2.95 19\n",
"设备工程部 2.99 22\n",
"监督审计部 2.88 10\n",
"党委组织部 2.95 10\n",
"发展规划部 3.15 7\n",
"企管法律部 2.98 13\n"
]
}
],
"outputs": [],
"source": [
"with open(filename,'r') as fl:\n",
" dict1 = json.load(fl) \n",
@@ -2314,45 +2077,10 @@
},
{
"cell_type": "code",
"execution_count": 167,
"execution_count": null,
"id": "d1977ca9-bf12-4f09-ae7b-e8af9eaa82f2",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-24T14:53:54.924386Z",
"iopub.status.busy": "2025-11-24T14:53:54.923677Z",
"iopub.status.idle": "2025-11-24T14:53:54.952891Z",
"shell.execute_reply": "2025-11-24T14:53:54.952311Z",
"shell.execute_reply.started": "2025-11-24T14:53:54.924307Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"应急救援中心 2.9 82\n",
"质量计量中心 2.94 125\n",
"公用工程部 2.77 164\n",
"财务资产部 3.1 15\n",
"炼油一部 2.74 163\n",
"炼油二部 2.8 145\n",
"炼油三部 2.88 144\n",
"储运部 2.68 139\n",
"行政事务中心 2.65 90\n",
"总经理办公室 3.1 9\n",
"安全环保部 3.03 14\n",
"计划经营部 2.96 12\n",
"党群工作部 3.31 14\n",
"物资采购中心 3.02 24\n",
"生产技术部 2.95 19\n",
"设备工程部 2.99 22\n",
"监督审计部 2.88 10\n",
"党委组织部 2.95 10\n",
"发展规划部 3.15 7\n",
"企管法律部 2.98 13\n"
]
}
],
"metadata": {},
"outputs": [],
"source": [
"with open(filename,'r') as fl:\n",
" dict1 = json.load(fl) \n",
@@ -2384,45 +2112,10 @@
},
{
"cell_type": "code",
"execution_count": 163,
"execution_count": null,
"id": "d507c7f7-6a91-4695-b700-5e2f77e6dea3",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-24T14:48:33.771404Z",
"iopub.status.busy": "2025-11-24T14:48:33.770838Z",
"iopub.status.idle": "2025-11-24T14:48:33.790371Z",
"shell.execute_reply": "2025-11-24T14:48:33.789671Z",
"shell.execute_reply.started": "2025-11-24T14:48:33.771338Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"应急救援中心 5 18 39 20\n",
"质量计量中心 13 21 63 28\n",
"公用工程部 10 25 69 60\n",
"财务资产部 3 3 7 2\n",
"炼油一部 5 17 85 56\n",
"炼油二部 10 25 61 49\n",
"炼油三部 16 25 59 44\n",
"储运部 11 12 57 59\n",
"行政事务中心 4 9 41 36\n",
"总经理办公室 0 4 3 2\n",
"安全环保部 3 2 6 3\n",
"计划经营部 2 2 5 3\n",
"党群工作部 2 6 6 0\n",
"物资采购中心 4 4 12 4\n",
"生产技术部 1 3 12 3\n",
"设备工程部 0 8 8 6\n",
"监督审计部 0 3 5 2\n",
"党委组织部 0 3 5 2\n",
"发展规划部 2 1 3 1\n",
"企管法律部 1 4 5 3\n"
]
}
],
"metadata": {},
"outputs": [],
"source": [
"import json\n",
"\n",
@@ -2459,245 +2152,10 @@
},
{
"cell_type": "code",
"execution_count": 168,
"execution_count": null,
"id": "90bc66cd-9f01-410e-9abc-e6f15ada293f",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-24T14:55:54.386010Z",
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"iopub.status.idle": "2025-11-24T14:55:54.420009Z",
"shell.execute_reply": "2025-11-24T14:55:54.419528Z",
"shell.execute_reply.started": "2025-11-24T14:55:54.385957Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"应急救援中心\n",
"BMI 228 82\n",
"肺活量 240 82\n",
"握力 212 82\n",
"坐位体前屈 246 78\n",
"纵跳 189 77\n",
"俯卧撑 280 76\n",
"一分钟仰卧起坐 7 2\n",
"单脚站立 179 77\n",
"选择反应时 275 82\n",
"台阶指数 159 53\n",
"质量计量中心\n",
"BMI 427 123\n",
"肺活量 426 125\n",
"握力 302 124\n",
"坐位体前屈 371 115\n",
"纵跳 251 116\n",
"俯卧撑 135 62\n",
"一分钟仰卧起坐 195 51\n",
"单脚站立 330 120\n",
"选择反应时 410 123\n",
"台阶指数 207 74\n",
"公用工程部\n",
"BMI 505 163\n",
"肺活量 520 160\n",
"握力 406 161\n",
"坐位体前屈 467 149\n",
"纵跳 335 158\n",
"俯卧撑 327 137\n",
"一分钟仰卧起坐 61 15\n",
"单脚站立 370 158\n",
"选择反应时 511 160\n",
"台阶指数 280 98\n",
"财务资产部\n",
"BMI 57 15\n",
"肺活量 48 15\n",
"握力 27 15\n",
"坐位体前屈 55 13\n",
"纵跳 33 14\n",
"俯卧撑 19 5\n",
"一分钟仰卧起坐 37 9\n",
"单脚站立 43 14\n",
"选择反应时 52 15\n",
"台阶指数 24 10\n",
"炼油一部\n",
"BMI 491 161\n",
"肺活量 505 163\n",
"握力 430 163\n",
"坐位体前屈 492 157\n",
"纵跳 315 154\n",
"俯卧撑 307 139\n",
"一分钟仰卧起坐 67 19\n",
"单脚站立 406 160\n",
"选择反应时 523 161\n",
"台阶指数 271 102\n",
"炼油二部\n",
"BMI 402 144\n",
"肺活量 463 144\n",
"握力 380 144\n",
"坐位体前屈 466 139\n",
"纵跳 321 142\n",
"俯卧撑 233 112\n",
"一分钟仰卧起坐 110 29\n",
"单脚站立 368 143\n",
"选择反应时 462 143\n",
"台阶指数 288 98\n",
"炼油三部\n",
"BMI 462 142\n",
"肺活量 463 138\n",
"握力 364 144\n",
"坐位体前屈 471 131\n",
"纵跳 247 131\n",
"俯卧撑 335 124\n",
"一分钟仰卧起坐 61 15\n",
"单脚站立 348 141\n",
"选择反应时 476 143\n",
"台阶指数 230 84\n",
"储运部\n",
"BMI 392 138\n",
"肺活量 416 137\n",
"握力 360 136\n",
"坐位体前屈 428 133\n",
"纵跳 256 131\n",
"俯卧撑 283 126\n",
"一分钟仰卧起坐 28 9\n",
"单脚站立 334 136\n",
"选择反应时 415 138\n",
"台阶指数 213 74\n",
"行政事务中心\n",
"BMI 248 90\n",
"肺活量 263 85\n",
"握力 222 88\n",
"坐位体前屈 259 80\n",
"纵跳 143 82\n",
"俯卧撑 171 72\n",
"一分钟仰卧起坐 26 9\n",
"单脚站立 200 83\n",
"选择反应时 278 86\n",
"台阶指数 115 44\n",
"总经理办公室\n",
"BMI 25 9\n",
"肺活量 31 9\n",
"握力 24 9\n",
"坐位体前屈 24 8\n",
"纵跳 24 8\n",
"俯卧撑 9 3\n",
"一分钟仰卧起坐 20 5\n",
"单脚站立 34 9\n",
"选择反应时 28 9\n",
"台阶指数 21 8\n",
"安全环保部\n",
"BMI 38 14\n",
"肺活量 48 14\n",
"握力 40 14\n",
"坐位体前屈 40 13\n",
"纵跳 36 13\n",
"俯卧撑 24 10\n",
"一分钟仰卧起坐 11 3\n",
"单脚站立 45 13\n",
"选择反应时 50 13\n",
"台阶指数 36 13\n",
"计划经营部\n",
"BMI 38 12\n",
"肺活量 39 11\n",
"握力 32 12\n",
"坐位体前屈 32 11\n",
"纵跳 30 11\n",
"俯卧撑 15 6\n",
"一分钟仰卧起坐 20 5\n",
"单脚站立 30 12\n",
"选择反应时 45 12\n",
"台阶指数 23 11\n",
"党群工作部\n",
"BMI 58 14\n",
"肺活量 51 14\n",
"握力 36 14\n",
"坐位体前屈 45 14\n",
"纵跳 41 14\n",
"俯卧撑 19 6\n",
"一分钟仰卧起坐 32 7\n",
"单脚站立 51 14\n",
"选择反应时 50 14\n",
"台阶指数 27 13\n",
"物资采购中心\n",
"BMI 72 24\n",
"肺活量 89 24\n",
"握力 65 24\n",
"坐位体前屈 88 24\n",
"纵跳 56 23\n",
"俯卧撑 45 15\n",
"一分钟仰卧起坐 33 8\n",
"单脚站立 61 24\n",
"选择反应时 76 24\n",
"台阶指数 41 16\n",
"生产技术部\n",
"BMI 57 19\n",
"肺活量 67 19\n",
"握力 47 19\n",
"坐位体前屈 56 18\n",
"纵跳 42 17\n",
"俯卧撑 45 17\n",
"一分钟仰卧起坐 3 1\n",
"单脚站立 61 19\n",
"选择反应时 68 19\n",
"台阶指数 32 14\n",
"设备工程部\n",
"BMI 74 22\n",
"肺活量 71 22\n",
"握力 53 22\n",
"坐位体前屈 71 22\n",
"纵跳 67 22\n",
"俯卧撑 62 17\n",
"一分钟仰卧起坐 18 5\n",
"单脚站立 60 22\n",
"选择反应时 68 22\n",
"台阶指数 49 22\n",
"监督审计部\n",
"BMI 28 10\n",
"肺活量 32 10\n",
"握力 19 10\n",
"坐位体前屈 28 10\n",
"纵跳 27 10\n",
"俯卧撑 22 7\n",
"一分钟仰卧起坐 12 3\n",
"单脚站立 35 10\n",
"选择反应时 31 10\n",
"台阶指数 22 9\n",
"党委组织部\n",
"BMI 26 10\n",
"肺活量 37 10\n",
"握力 25 10\n",
"坐位体前屈 29 10\n",
"纵跳 30 10\n",
"俯卧撑 14 6\n",
"一分钟仰卧起坐 12 4\n",
"单脚站立 34 10\n",
"选择反应时 37 10\n",
"台阶指数 22 10\n",
"发展规划部\n",
"BMI 19 7\n",
"肺活量 28 7\n",
"握力 18 7\n",
"坐位体前屈 23 7\n",
"纵跳 22 6\n",
"俯卧撑 20 6\n",
"一分钟仰卧起坐 5 1\n",
"单脚站立 19 6\n",
"选择反应时 28 7\n",
"台阶指数 11 6\n",
"企管法律部\n",
"BMI 37 13\n",
"肺活量 45 13\n",
"握力 36 13\n",
"坐位体前屈 37 12\n",
"纵跳 32 13\n",
"俯卧撑 25 9\n",
"一分钟仰卧起坐 9 2\n",
"单脚站立 42 13\n",
"选择反应时 44 13\n",
"台阶指数 21 9\n"
]
}
],
"metadata": {},
"outputs": [],
"source": [
"import json\n",
"\n",
@@ -2852,9 +2310,17 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 4,
"id": "6f9768ce-2ef5-4253-9fc6-49dbdcf00a19",
"metadata": {},
"metadata": {
"execution": {
"iopub.execute_input": "2025-12-04T01:12:54.320249Z",
"iopub.status.busy": "2025-12-04T01:12:54.319633Z",
"iopub.status.idle": "2025-12-04T01:12:54.339019Z",
"shell.execute_reply": "2025-12-04T01:12:54.337721Z",
"shell.execute_reply.started": "2025-12-04T01:12:54.320195Z"
}
},
"outputs": [],
"source": [
"import json\n",
@@ -3206,15 +2672,23 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 5,
"id": "9ecd3ad8-c8af-4f3e-90e5-1618fea905a4",
"metadata": {},
"metadata": {
"execution": {
"iopub.execute_input": "2025-12-04T01:13:55.931481Z",
"iopub.status.busy": "2025-12-04T01:13:55.930100Z",
"iopub.status.idle": "2025-12-04T01:13:55.996588Z",
"shell.execute_reply": "2025-12-04T01:13:55.996041Z",
"shell.execute_reply.started": "2025-12-04T01:13:55.931411Z"
}
},
"outputs": [],
"source": [
"import openpyxl\n",
"\n",
"list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp']\n",
"filename = 'data/result_沧州炼化-1.json'\n",
"filename = 'data/result_新疆油田采油工艺研究院2511.json'\n",
"with open(filename,'r') as fl:\n",
" dict1 = json.load(fl) \n",
"data_list = []\n",
@@ -3296,7 +2770,7 @@
" list6.append('')\n",
" i+=1\n",
" data_list.append(list6)\n",
"filename = 'data/沧州炼化2025年体质检测明细表.xlsx'\n",
"filename = 'data/新疆油田采油工艺研究院体质检测明细表(2025年11月）.xlsx'\n",
"wb = openpyxl.Workbook()\n",
"sheet = wb.active\n",
"title = ['编号', '姓名', '性别', '单位/部门', '年龄', '身高', '体重', 'bmi', '肺活量', '得分', '握力', '得分', '坐位体前屈', '得分', '纵跳', '得分', '俯卧撑', '得分', '单脚站立', '得分', '选择反应时', '得分', '台阶指数', '得分', '一分钟仰卧起坐', '得分', '中医体质', '是否倾向', '平和', '气虚', '阳虚', '阴虚', '痰湿', '湿热', '血瘀', '气郁', '特禀', '成就感', '愉快心理', '放松程度', '压力应对', '体力充沛', '情感充沛度', '颈椎', '胸椎', '腰椎', '骶尾椎']\n",
体测单位/天津石化.ipynb
+399 -90
View File
@@ -2793,7 +2793,9 @@
{
"cell_type": "markdown",
"id": "08bcbf58-4356-4f30-850f-0d0ff0e2528b",
"metadata": {},
"metadata": {
"jp-MarkdownHeadingCollapsed": true
},
"source": [
"# 第三次体测（2024年10月）"
]
@@ -3247,27 +3249,12 @@
},
{
"cell_type": "code",
"execution_count": 48,
"execution_count": null,
"id": "9dcbc866-2481-4cf6-a563-df4bb6596dfd",
"metadata": {
"execution": {
"iopub.execute_input": "2025-12-03T13:04:55.617841Z",
"iopub.status.busy": "2025-12-03T13:04:55.617249Z",
"iopub.status.idle": "2025-12-03T13:04:56.054475Z",
"shell.execute_reply": "2025-12-03T13:04:56.053478Z",
"shell.execute_reply.started": "2025-12-03T13:04:55.617812Z"
},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"ok\n"
]
}
],
"outputs": [],
"source": [
"import os,sys,shutil\n",
"import json\n",
@@ -3832,34 +3819,10 @@
},
{
"cell_type": "code",
"execution_count": 40,
"execution_count": null,
"id": "227b2b23-1eb4-4da9-896f-5db070228f5b",
"metadata": {
"execution": {
"iopub.execute_input": "2025-12-03T11:08:04.377758Z",
"iopub.status.busy": "2025-12-03T11:08:04.377114Z",
"iopub.status.idle": "2025-12-03T11:08:04.744096Z",
"shell.execute_reply": "2025-12-03T11:08:04.743518Z",
"shell.execute_reply.started": "2025-12-03T11:08:04.377699Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"01738573 曹志玲 研究院 2\n",
"01730621 张敬东 电仪部 2\n",
"01733160 王金江 烯烃部 2\n",
"01736847 章洪 热电部 2\n",
"01736378 杨桂强 热电部 1\n",
"01737731 徐欣 运输销售部 1\n",
"01736804 李振江 热电部 2\n",
"01737858 于学宁 运输销售部 2\n",
"01737542 刘呈健 水务部 1\n"
]
}
],
"metadata": {},
"outputs": [],
"source": [
"import json\n",
"\n",
@@ -3978,15 +3941,15 @@
},
{
"cell_type": "code",
"execution_count": 44,
"execution_count": 66,
"id": "d0368e0f-270b-47fd-aec0-cae3cadd68b2",
"metadata": {
"execution": {
"iopub.execute_input": "2025-12-03T11:31:43.458591Z",
"iopub.status.busy": "2025-12-03T11:31:43.458312Z",
"iopub.status.idle": "2025-12-03T11:31:44.427029Z",
"shell.execute_reply": "2025-12-03T11:31:44.426528Z",
"shell.execute_reply.started": "2025-12-03T11:31:43.458563Z"
"iopub.execute_input": "2025-12-04T12:11:07.227210Z",
"iopub.status.busy": "2025-12-04T12:11:07.226601Z",
"iopub.status.idle": "2025-12-04T12:11:08.296200Z",
"shell.execute_reply": "2025-12-04T12:11:08.295131Z",
"shell.execute_reply.started": "2025-12-04T12:11:07.227149Z"
}
},
"outputs": [
@@ -4018,7 +3981,7 @@
"list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp','bmi','wh']\n",
"i=0\n",
"list2 = []\n",
"person = ['03603316']\n",
"person = ['01738966']\n",
"bumen =['南港乙烯项目管理部']\n",
"for k, v in dict1.items():\n",
" list1 = []\n",
@@ -4074,35 +4037,10 @@
},
{
"cell_type": "code",
"execution_count": 41,
"execution_count": null,
"id": "8467b539-c5ca-4db3-8231-f634b70dff88",
"metadata": {
"execution": {
"iopub.execute_input": "2025-12-03T11:13:39.490227Z",
"iopub.status.busy": "2025-12-03T11:13:39.489101Z",
"iopub.status.idle": "2025-12-03T11:13:39.648115Z",
"shell.execute_reply": "2025-12-03T11:13:39.647529Z",
"shell.execute_reply.started": "2025-12-03T11:13:39.490158Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"03603316 马新淼 炼油部\n",
"01738573 曹志玲 研究院\n",
"01730621 张敬东 电仪部\n",
"01733160 王金江 烯烃部\n",
"01736847 章洪 热电部\n",
"01736378 杨桂强 热电部\n",
"01737731 徐欣 运输销售部\n",
"01736804 李振江 热电部\n",
"01737858 于学宁 运输销售部\n",
"01737542 刘呈健 水务部\n"
]
}
],
"metadata": {},
"outputs": [],
"source": [
"import os,sys,shutil\n",
"import json\n",
@@ -4138,17 +4076,9 @@
},
{
"cell_type": "code",
"execution_count": 46,
"execution_count": null,
"id": "b9f88d36-e72a-4f26-8357-62c7b0e2128d",
"metadata": {
"execution": {
"iopub.execute_input": "2025-12-03T12:03:30.161578Z",
"iopub.status.busy": "2025-12-03T12:03:30.161039Z",
"iopub.status.idle": "2025-12-03T12:03:31.205217Z",
"shell.execute_reply": "2025-12-03T12:03:31.204754Z",
"shell.execute_reply.started": "2025-12-03T12:03:30.161525Z"
}
},
"metadata": {},
"outputs": [],
"source": [
"import os,sys,shutil\n",
@@ -4175,6 +4105,385 @@
" shutil.copyfile(fn,n_name)"
]
},
{
"cell_type": "markdown",
"id": "d4950051-c196-461a-a862-758ad014923d",
"metadata": {},
"source": [
"## 获得报告数据"
]
},
{
"cell_type": "code",
"execution_count": 52,
"id": "d5ec9835-0f8d-4755-8fa1-b0a1f7f35bfc",
"metadata": {
"execution": {
"iopub.execute_input": "2025-12-04T01:42:19.668220Z",
"iopub.status.busy": "2025-12-04T01:42:19.667596Z",
"iopub.status.idle": "2025-12-04T01:46:02.421978Z",
"shell.execute_reply": "2025-12-04T01:46:02.421489Z",
"shell.execute_reply.started": "2025-12-04T01:42:19.668162Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0\n"
]
}
],
"source": [
"import pdfplumber\n",
"import os,sys,shutil\n",
"import json\n",
"import glob\n",
"from pathlib import Path\n",
"\n",
"dict1 = {}\n",
"\n",
"fi_path = '/home/songyi/pdf-typescript-fit2023/天津石化2025'\n",
"fls = glob.glob(f'{fi_path}/*.pdf')\n",
"for fn in fls:\n",
" code = Path(fn).stem.split('-')[0]\n",
" dict1.setdefault(code,{})\n",
" pdf = pdfplumber.open(fn)\n",
" text = pdf.pages[1].extract_text()#######页码从0开始计数\n",
" #print(text)\n",
" list1 = text.split('\\n')\n",
" for item in list1:\n",
" if '测试标准 国民体质测定标准' in item:\n",
" list_min = list1.index(item)\n",
" if '请注意：以上测试项目' in item or '感谢您完成测试' in item:\n",
" list_max = list1.index(item)\n",
" #print(code,list_min,list_max)\n",
" for i in range(list_min+1,list_max):\n",
" #dict2 = {}\n",
" xm = list1[i].split(' ')[0]\n",
" dict1[code][xm] = ','.join(list1[i].split(' ')[1:])\n",
"filename = 'data/天津石化体测报告提取数据.json'\n",
"with open(filename,'w') as fl:\n",
" json.dump(dict1, fl, ensure_ascii=False) \n",
"print(len(dict1)) \n",
" \n"
]
},
{
"cell_type": "markdown",
"id": "c3dca4b9-cc70-4e29-8848-97c8e2044219",
"metadata": {},
"source": [
"## 获得报告中得分及等级"
]
},
{
"cell_type": "code",
"execution_count": 69,
"id": "e48afdab-13f5-492a-9c14-72e00a883cdd",
"metadata": {
"execution": {
"iopub.execute_input": "2025-12-05T04:28:27.297909Z",
"iopub.status.busy": "2025-12-05T04:28:27.297070Z",
"iopub.status.idle": "2025-12-05T04:32:11.169088Z",
"shell.execute_reply": "2025-12-05T04:32:11.168527Z",
"shell.execute_reply.started": "2025-12-05T04:28:27.297834Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"3740\n"
]
}
],
"source": [
"import pdfplumber\n",
"import os,sys,shutil\n",
"import json\n",
"import glob\n",
"from pathlib import Path\n",
"import re\n",
"\n",
"dict1 = {}\n",
"\n",
"fi_path = '/home/songyi/pdf-typescript-fit2023/天津石化2025'\n",
"fls = glob.glob(f'{fi_path}/*.pdf')\n",
"for fn in fls:\n",
" code = Path(fn).stem.split('-')[0]\n",
" dict1.setdefault(code,{})\n",
" pdf = pdfplumber.open(fn)\n",
" text = pdf.pages[1].extract_text()#######页码从0开始计数\n",
" #print(text)\n",
" list1 = text.split('\\n')\n",
" for item in list1:\n",
" if '感谢您完成测试' in item:\n",
" score_pattern = r\"分为(\\d+)\"\n",
" score_match = re.search(score_pattern, text)\n",
" if score_match:\n",
" average_score = score_match.group(1)\n",
" else:\n",
" average_score = ''\n",
"\n",
"# 提取等级信息（包括括号内的内容）\n",
" grade_pattern = r\"等级为([^，]+)\"\n",
" grade_match = re.search(grade_pattern, text)\n",
" if grade_match:\n",
" grade = grade_match.group(1) \n",
" else:\n",
" grade = ''\n",
" dict1[code]['平均分'] = average_score\n",
" dict1[code]['等级'] = grade.split('（')[0] \n",
" \n",
" \n",
"filename = 'data/天津石化体测报告提取数据（得分及等级）.json'\n",
"with open(filename,'w') as fl:\n",
" json.dump(dict1, fl, ensure_ascii=False) \n",
"print(len(dict1)) "
]
},
{
"cell_type": "code",
"execution_count": 70,
"id": "c624a091-4851-4f3a-83c9-83520b20603b",
"metadata": {
"execution": {
"iopub.execute_input": "2025-12-05T06:39:21.668327Z",
"iopub.status.busy": "2025-12-05T06:39:21.667654Z",
"iopub.status.idle": "2025-12-05T06:39:21.677684Z",
"shell.execute_reply": "2025-12-05T06:39:21.676710Z",
"shell.execute_reply.started": "2025-12-05T06:39:21.668269Z"
}
},
"outputs": [],
"source": [
"import json\n",
"\n",
"filename = 'data/天津石化体测报告提取数据（得分及等级）.json'\n",
"with open(filename,'r') as fl:\n",
" dict1 = json.load(fl)\n",
"\n",
"for k, v in dict1.items():\n",
" if not v['平均分'].isdigit:\n",
" print(k)"
]
},
{
"cell_type": "code",
"execution_count": 55,
"id": "e40caa62-9f50-4480-964e-177e88549425",
"metadata": {
"execution": {
"iopub.execute_input": "2025-12-04T01:50:28.395443Z",
"iopub.status.busy": "2025-12-04T01:50:28.394915Z",
"iopub.status.idle": "2025-12-04T01:50:28.426527Z",
"shell.execute_reply": "2025-12-04T01:50:28.425998Z",
"shell.execute_reply.started": "2025-12-04T01:50:28.395395Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'纵跳', '请注意：以上测试项目及格线为60分。列表中红色项目需重点关注，建议在专家指导下进行科学锻炼，', '选择反应时', '肺活量', '俯卧撑', '闭眼单脚站立', '坐位体前屈', '1分钟仰卧起坐', '腰臀比', '减少潜在的运动风险。', '握力', '身高体重指数', '台阶指数'}\n"
]
}
],
"source": [
"filename = 'data/天津石化体测报告提取数据.json'\n",
"with open(filename,'r') as fl:\n",
" dict1 = json.load(fl)\n",
"set1 = set()\n",
"for k, v in dict1.items():\n",
" for item in v.keys():\n",
" set1.add(item)\n",
"print(set1)"
]
},
{
"cell_type": "code",
"execution_count": 67,
"id": "1edd3188-e28f-459c-a7f3-369393e43b47",
"metadata": {
"execution": {
"iopub.execute_input": "2025-12-04T12:18:14.866809Z",
"iopub.status.busy": "2025-12-04T12:18:14.866039Z",
"iopub.status.idle": "2025-12-04T12:18:15.086401Z",
"shell.execute_reply": "2025-12-04T12:18:15.085861Z",
"shell.execute_reply.started": "2025-12-04T12:18:14.866737Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"3740\n"
]
}
],
"source": [
"import json\n",
"\n",
"filename = 'data/result_天津石化2025-2.json'\n",
"with open(filename,'r') as fl:\n",
" dict1 = json.load(fl)\n",
"filename = 'data/天津石化人员2025.json'\n",
"with open(filename,'r') as fl:\n",
" dict4 = json.load(fl)\n",
" \n",
"filename = 'data/天津石化体测报告提取数据.json'\n",
"with open(filename,'r') as fl:\n",
" dict2 = json.load(fl)\n",
"items = ['纵跳','选择反应时','肺活量','俯卧撑','闭眼单脚站立','坐位体前屈','1分钟仰卧起坐','握力','台阶指数']\n",
"items_1 = ['腰臀比','身高体重指数']\n",
"dict3 = {}\n",
"for k, v in dict2.items():\n",
" dict3.setdefault(k,{})\n",
" dict3[k]['name'] = dict4[k]['name']\n",
" dict3[k]['sex'] = dict4[k]['sex']\n",
" dict3[k]['unit'] = dict4[k]['unit']\n",
" dict3[k]['sub_unit'] = dict4[k]['sub_unit']\n",
" dict3[k]['age'] = dict1[k]['age']\n",
" for item in items:\n",
" if item in v.keys():\n",
" #print(k,item)\n",
" dict3[k].setdefault(item,{})\n",
" dict3[k][item]['mark'] = v[item].split(',')[0]\n",
" dict3[k][item]['score'] = v[item].split(',')[2].replace('分','')\n",
" for item in items_1:\n",
" if item in v.keys():\n",
" dict3[k].setdefault(item,{})\n",
" dict3[k][item]['mark'] = v[item].split(',')[0]\n",
" dict3[k][item]['score'] = v[item].split(',')[1].replace('分','')\n",
" \n",
"filename = 'data/data_天津石化2025.json'\n",
"with open(filename,'w') as fl:\n",
" json.dump(dict3, fl, ensure_ascii=False) \n",
"print(len(dict3)) \n",
" "
]
},
{
"cell_type": "markdown",
"id": "6694af03-76f3-4d7f-8f80-3bf755f94aa8",
"metadata": {},
"source": [
"## 合并整理报告数据"
]
},
{
"cell_type": "code",
"execution_count": 74,
"id": "ed42e2f1-c024-4d29-86c3-b47edb97724f",
"metadata": {
"execution": {
"iopub.execute_input": "2025-12-05T06:51:04.517628Z",
"iopub.status.busy": "2025-12-05T06:51:04.516907Z",
"iopub.status.idle": "2025-12-05T06:51:04.714115Z",
"shell.execute_reply": "2025-12-05T06:51:04.713629Z",
"shell.execute_reply.started": "2025-12-05T06:51:04.517561Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"3740\n"
]
}
],
"source": [
"filename = 'data/data_天津石化2025.json'\n",
"with open(filename,'r') as fl:\n",
" dict1 = json.load(fl)\n",
"filename = 'data/天津石化体测报告提取数据（得分及等级）.json'\n",
"with open(filename,'r') as fl:\n",
" dict2 = json.load(fl)\n",
"items = ['纵跳','选择反应时','肺活量','俯卧撑','闭眼单脚站立','坐位体前屈','1分钟仰卧起坐','握力','台阶指数','身高体重指数']\n",
"for k, v in dict1.items():\n",
" for item in items:\n",
" if item in v.keys():\n",
" score = int(v[item]['score'])\n",
" v[item]['score'] = score\n",
" v['平均分'] = dict2[k]['平均分']\n",
" v['等级'] = dict2[k]['等级']\n",
"\n",
"filename = 'data/data_天津石化2025.json'\n",
"with open(filename,'w') as fl:\n",
" json.dump(dict1, fl, ensure_ascii=False) \n",
"print(len(dict1)) "
]
},
{
"cell_type": "markdown",
"id": "aa8a5641-d5dc-4452-8c8a-8d2c161e9b9a",
"metadata": {},
"source": [
"## 导出报告数据"
]
},
{
"cell_type": "code",
"execution_count": 76,
"id": "5f7cbf7c-ad59-4c84-8592-34ae71c10e26",
"metadata": {
"execution": {
"iopub.execute_input": "2025-12-05T07:11:47.233380Z",
"iopub.status.busy": "2025-12-05T07:11:47.232806Z",
"iopub.status.idle": "2025-12-05T07:11:48.772073Z",
"shell.execute_reply": "2025-12-05T07:11:48.771510Z",
"shell.execute_reply.started": "2025-12-05T07:11:47.233324Z"
}
},
"outputs": [],
"source": [
"import json\n",
"import openpyxl\n",
"\n",
"title = ['编号', '姓名', '性别', '部门', '车间','年龄', '身高体重指数', '肺活量', '得分', '握力', '得分', '坐位体前屈', '得分', '纵跳', '得分', '俯卧撑', '得分', '单脚站立', '得分', '选择反应时', '得分', '一分钟仰卧起坐', '得分','台阶指数', '得分','腰臀比','状态','平均分','等级']\n",
"items = ['身高体重指数','肺活量','握力','坐位体前屈','纵跳','俯卧撑','闭眼单脚站立','选择反应时','1分钟仰卧起坐','台阶指数','腰臀比']\n",
"\n",
"list1 = []\n",
"filename = 'data/data_天津石化2025.json'\n",
"with open(filename,'r') as fl:\n",
" dict1 = json.load(fl)\n",
"\n",
"for k, v in dict1.items():\n",
" list2 = []\n",
" list2.append(k)\n",
" list2.append(v['name'])\n",
" list2.append(v['sex'])\n",
" list2.append(v['unit'])\n",
" list2.append(v['sub_unit'])\n",
" for item in items:\n",
" if item in v.keys():\n",
" list2.append(v[item]['mark'])\n",
" list2.append(v[item]['score'])\n",
" else:\n",
" list2.append('')\n",
" list2.append('') \n",
" list2.append(v['平均分'])\n",
" list2.append(v['等级'])\n",
" list1.append(list2)\n",
" \n",
"\n",
"\n",
"filename = 'data/天津石化体测报告数据（2025年）.xlsx'\n",
"wb = openpyxl.Workbook()\n",
"sheet = wb.active\n",
"sheet.append(title)\n",
"for row in list1:\n",
" sheet.append(row)\n",
" \n",
"wb.save(filename) \n"
]
},
{
"cell_type": "markdown",
"id": "85a03b00-9624-4ae9-aa6d-386798d457df",
文件管理.ipynb
+16 -16
View File
@@ -1424,15 +1424,15 @@
},
{
"cell_type": "code",
"execution_count": 30,
"execution_count": 31,
"id": "04dd6436-8374-4096-a2a3-d79f4d93a360",
"metadata": {
"execution": {
"iopub.execute_input": "2025-12-03T06:25:24.215544Z",
"iopub.status.busy": "2025-12-03T06:25:24.214765Z",
"iopub.status.idle": "2025-12-03T06:25:24.280529Z",
"shell.execute_reply": "2025-12-03T06:25:24.280065Z",
"shell.execute_reply.started": "2025-12-03T06:25:24.215449Z"
"iopub.execute_input": "2025-12-04T01:29:08.571756Z",
"iopub.status.busy": "2025-12-04T01:29:08.571003Z",
"iopub.status.idle": "2025-12-04T01:29:08.644466Z",
"shell.execute_reply": "2025-12-04T01:29:08.643884Z",
"shell.execute_reply.started": "2025-12-04T01:29:08.571687Z"
}
},
"outputs": [
@@ -1442,15 +1442,15 @@
"text": [
"['北体乾元健康管理中心', '姓名 邵希强', '中石化(天津)石油化工 编号 01730823', '有限公司 性别 男', '年龄 53', '国民体质检测结果与健康处方', '肺活量', '握力 身高体重指数', '坐位体前屈 选择反应时', '纵跳 闭眼单脚站立', '俯卧撑', '测试标准 国民体质测定标准', '闭眼单脚站立 2.8 秒 10分', '身高体重指数 26.02 60分', '坐位体前屈 13.5 厘米 90分', '握力 33.5 千克 50分', '纵跳 18.0 厘米 30分', '肺活量 3050 毫升 70分', '俯卧撑 5 次 50分', '选择反应时 0.572 秒 75分', '腰臀比 0.90 正常', '请注意：以上测试项目及格线为3分。列表中红色项目需重点关注，建议在专家指导下进行科学锻炼，', '减少潜在的运动风险。', '感谢您完成测试，以《国民体质测定标准》综合评级，您的总分为58分，等级为四级（不合格）。', '（其中项目纵跳因超出年龄范围得分仅供参考，不计入总分）', '北体乾元体质监测报告']\n",
"11 21\n",
"闭眼单脚站立 2.8 秒 10分\n",
"身高体重指数 26.02 60分\n",
"坐位体前屈 13.5 厘米 90分\n",
"握力 33.5 千克 50分\n",
"纵跳 18.0 厘米 30分\n",
"肺活量 3050 毫升 70分\n",
"俯卧撑 5 次 50分\n",
"选择反应时 0.572 秒 75分\n",
"腰臀比 0.90 正常\n"
"闭眼单脚站立\n",
"身高体重指数\n",
"坐位体前屈\n",
"握力\n",
"纵跳\n",
"肺活量\n",
"俯卧撑\n",
"选择反应时\n",
"腰臀比\n"
]
}
],
@@ -1469,7 +1469,7 @@
" list_max = list1.index(item)\n",
"print(list_min,list_max)\n",
"for i in range(list_min+1,list_max):\n",
" print(list1[i])\n"
" print(list1[i].split(' ')[0])\n"
]
},
{