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512song committed 2023-11-29 20:21:37 +08:00
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commit 726e423af1
1 file changed
+29 -296
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体测单位/体质检测数据处理.ipynb
+29 -296
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@@ -280,28 +280,12 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 55, "execution_count": null,
"id": "3e614f4a-a623-48e2-97f8-b31f62c9a983", "id": "3e614f4a-a623-48e2-97f8-b31f62c9a983",
"metadata": { "metadata": {
"execution": {
"iopub.execute_input": "2023-11-27T14:42:23.209990Z",
"iopub.status.busy": "2023-11-27T14:42:23.209527Z",
"iopub.status.idle": "2023-11-27T14:42:23.312204Z",
"shell.execute_reply": "2023-11-27T14:42:23.311477Z",
"shell.execute_reply.started": "2023-11-27T14:42:23.209953Z"
},
"tags": [] "tags": []
}, },
"outputs": [ "outputs": [],
{
"name": "stdout",
"output_type": "stream",
"text": [
"697\n",
"697\n"
]
}
],
"source": [ "source": [
"import json\n", "import json\n",
"import datetime\n", "import datetime\n",
@@ -335,7 +319,7 @@
"with open(filename,'r') as fl:\n", "with open(filename,'r') as fl:\n",
" dict1 = json.load(fl) \n", " dict1 = json.load(fl) \n",
"\n", "\n",
"filename = 'data/places_result_20231127.csv'\n", "filename = 'data/places_result_20231129.csv'\n",
"with open(filename,'r',newline='') as csv_file:\n", "with open(filename,'r',newline='') as csv_file:\n",
" fl = csv.reader(csv_file,delimiter=',')\n", " fl = csv.reader(csv_file,delimiter=',')\n",
" header = next(fl) \n", " header = next(fl) \n",
@@ -392,27 +376,12 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 56, "execution_count": null,
"id": "141b30dc-5975-4dcb-9bc3-9b20d26a0917", "id": "141b30dc-5975-4dcb-9bc3-9b20d26a0917",
"metadata": { "metadata": {
"execution": {
"iopub.execute_input": "2023-11-27T14:44:00.136662Z",
"iopub.status.busy": "2023-11-27T14:44:00.136256Z",
"iopub.status.idle": "2023-11-27T14:44:00.179733Z",
"shell.execute_reply": "2023-11-27T14:44:00.179307Z",
"shell.execute_reply.started": "2023-11-27T14:44:00.136631Z"
},
"tags": [] "tags": []
}, },
"outputs": [ "outputs": [],
{
"name": "stdout",
"output_type": "stream",
"text": [
"ok!\n"
]
}
],
"source": [ "source": [
"import json\n", "import json\n",
"import time\n", "import time\n",
@@ -588,27 +557,12 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 60, "execution_count": null,
"id": "b123ee6b-85d2-4660-b226-321832a6b796", "id": "b123ee6b-85d2-4660-b226-321832a6b796",
"metadata": { "metadata": {
"execution": {
"iopub.execute_input": "2023-11-28T02:56:43.292615Z",
"iopub.status.busy": "2023-11-28T02:56:43.292156Z",
"iopub.status.idle": "2023-11-28T03:01:01.259260Z",
"shell.execute_reply": "2023-11-28T03:01:01.258619Z",
"shell.execute_reply.started": "2023-11-28T02:56:43.292577Z"
},
"tags": [] "tags": []
}, },
"outputs": [ "outputs": [],
{
"name": "stdout",
"output_type": "stream",
"text": [
"719\n"
]
}
],
"source": [ "source": [
"import requests\n", "import requests\n",
"import json\n", "import json\n",
@@ -1278,26 +1232,10 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 39, "execution_count": null,
"id": "46aa847d-e1fe-45bd-85b6-e2d792ec8842", "id": "46aa847d-e1fe-45bd-85b6-e2d792ec8842",
"metadata": { "metadata": {},
"execution": { "outputs": [],
"iopub.execute_input": "2023-11-19T04:15:23.965852Z",
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"shell.execute_reply.started": "2023-11-19T04:15:23.965814Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"ok!\n"
]
}
],
"source": [ "source": [
"import json\n", "import json\n",
"import openpyxl\n", "import openpyxl\n",
@@ -1372,29 +1310,12 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 41, "execution_count": null,
"id": "63edd636-f034-4aa6-8575-63d5cdb84adb", "id": "63edd636-f034-4aa6-8575-63d5cdb84adb",
"metadata": { "metadata": {
"execution": {
"iopub.execute_input": "2023-11-19T04:16:52.956569Z",
"iopub.status.busy": "2023-11-19T04:16:52.956105Z",
"iopub.status.idle": "2023-11-19T04:16:52.971457Z",
"shell.execute_reply": "2023-11-19T04:16:52.971050Z",
"shell.execute_reply.started": "2023-11-19T04:16:52.956532Z"
},
"tags": [] "tags": []
}, },
"outputs": [ "outputs": [],
{
"name": "stdout",
"output_type": "stream",
"text": [
"平均成绩：2.938分，男性：562人\n",
"平均成绩：3.1399分，女性：135人\n",
"平均成绩：2.9771分，总体：697人\n"
]
}
],
"source": [ "source": [
"nld = [[20,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,80]]\n", "nld = [[20,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,80]]\n",
"\n", "\n",
@@ -1431,32 +1352,12 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 42, "execution_count": null,
"id": "1b4a3f02-9b2e-41fc-ac6c-8163907a07f1", "id": "1b4a3f02-9b2e-41fc-ac6c-8163907a07f1",
"metadata": { "metadata": {
"execution": {
"iopub.execute_input": "2023-11-19T04:17:17.504074Z",
"iopub.status.busy": "2023-11-19T04:17:17.503552Z",
"iopub.status.idle": "2023-11-19T04:17:17.590028Z",
"shell.execute_reply": "2023-11-19T04:17:17.589579Z",
"shell.execute_reply.started": "2023-11-19T04:17:17.504036Z"
},
"tags": [] "tags": []
}, },
"outputs": [ "outputs": [],
{
"name": "stdout",
"output_type": "stream",
"text": [
"0~255分人数：136人,男性：117人,女性:19人\n",
"256~332分人数：357人,男性：298人,女性:59人\n",
"333~367分人数：157人,男性：114人,女性:43人\n",
"368~500分人数：47人,男性：33人,女性:14人\n",
"697\n",
"ok\n"
]
}
],
"source": [ "source": [
"import json\n", "import json\n",
"\n", "\n",
@@ -1502,34 +1403,12 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 43, "execution_count": null,
"id": "2d661ca6-6129-4da1-ac25-51d0156babb2", "id": "2d661ca6-6129-4da1-ac25-51d0156babb2",
"metadata": { "metadata": {
"execution": {
"iopub.execute_input": "2023-11-19T04:17:30.617374Z",
"iopub.status.busy": "2023-11-19T04:17:30.616981Z",
"iopub.status.idle": "2023-11-19T04:17:30.630089Z",
"shell.execute_reply": "2023-11-19T04:17:30.629679Z",
"shell.execute_reply.started": "2023-11-19T04:17:30.617343Z"
},
"tags": [] "tags": []
}, },
"outputs": [ "outputs": [],
{
"name": "stdout",
"output_type": "stream",
"text": [
"20-24 {'合格': 6, '不合格': 3, '良好': 5}\n",
"25-29 {'合格': 12, '不合格': 7, '良好': 4, '优秀': 2}\n",
"30-34 {'不合格': 2, '合格': 12, '良好': 6, '优秀': 1}\n",
"35-39 {'良好': 7, '合格': 7, '不合格': 2, '优秀': 0}\n",
"40-44 {'合格': 2, '不合格': 2, '良好': 2, '优秀': 2}\n",
"45-49 {'不合格': 3, '良好': 13, '合格': 18, '优秀': 4}\n",
"50-54 {'良好': 6, '合格': 2, '不合格': 0, '优秀': 5}\n",
"55-80 {'合格': 0, '不合格': 0, '优秀': 0, '良好': 0}\n"
]
}
],
"source": [ "source": [
"nld = [[20,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,80]]\n", "nld = [[20,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,80]]\n",
"\n", "\n",
@@ -1569,34 +1448,12 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 44, "execution_count": null,
"id": "fc97df37-34ff-4a02-9d26-b5d81b706e46", "id": "fc97df37-34ff-4a02-9d26-b5d81b706e46",
"metadata": { "metadata": {
"execution": {
"iopub.execute_input": "2023-11-19T04:17:33.563101Z",
"iopub.status.busy": "2023-11-19T04:17:33.562639Z",
"iopub.status.idle": "2023-11-19T04:17:33.590068Z",
"shell.execute_reply": "2023-11-19T04:17:33.589642Z",
"shell.execute_reply.started": "2023-11-19T04:17:33.563065Z"
},
"tags": [] "tags": []
}, },
"outputs": [ "outputs": [],
{
"name": "stdout",
"output_type": "stream",
"text": [
"20-24 {'合格': 42, '不合格': 19, '良好': 7}\n",
"25-29 {'合格': 37, '不合格': 22, '良好': 12, '优秀': 3}\n",
"30-34 {'不合格': 13, '合格': 25, '良好': 9, '优秀': 3}\n",
"35-39 {'良好': 20, '合格': 28, '不合格': 6, '优秀': 6}\n",
"40-44 {'合格': 13, '不合格': 2, '良好': 3, '优秀': 1}\n",
"45-49 {'不合格': 14, '良好': 14, '合格': 34, '优秀': 4}\n",
"50-54 {'良好': 36, '合格': 88, '不合格': 28, '优秀': 9}\n",
"55-80 {'合格': 31, '不合格': 13, '优秀': 7, '良好': 13}\n"
]
}
],
"source": [ "source": [
"nld = [[20,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,80]]\n", "nld = [[20,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,80]]\n",
"\n", "\n",
@@ -1636,34 +1493,12 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 50, "execution_count": null,
"id": "dafb86f8-5ee0-4c87-a98f-c7ff0f631fe5", "id": "dafb86f8-5ee0-4c87-a98f-c7ff0f631fe5",
"metadata": { "metadata": {
"execution": {
"iopub.execute_input": "2023-11-19T04:28:21.844350Z",
"iopub.status.busy": "2023-11-19T04:28:21.843868Z",
"iopub.status.idle": "2023-11-19T04:28:21.870039Z",
"shell.execute_reply": "2023-11-19T04:28:21.868971Z",
"shell.execute_reply.started": "2023-11-19T04:28:21.844314Z"
},
"tags": [] "tags": []
}, },
"outputs": [ "outputs": [],
{
"name": "stdout",
"output_type": "stream",
"text": [
"16~24岁平均成绩：2.76分，人数：82人,男性：68人\n",
"25~29岁平均成绩：2.87分，人数：99人,男性：74人\n",
"30~34岁平均成绩：2.97分，人数：71人,男性：50人\n",
"35~39岁平均成绩：3.11分，人数：76人,男性：60人\n",
"40~44岁平均成绩：3.1分，人数：27人,男性：19人\n",
"45~49岁平均成绩：3.06分，人数：104人,男性：66人\n",
"50~54岁平均成绩：3.0分，人数：174人,男性：161人\n",
"55~69岁平均成绩：3.02分，人数：64人,男性：64人\n"
]
}
],
"source": [ "source": [
"nld = [[16,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,69]]\n", "nld = [[16,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,69]]\n",
"\n", "\n",
@@ -1698,34 +1533,12 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 46, "execution_count": null,
"id": "347703a1-501b-4800-bd29-16e94f4a6793", "id": "347703a1-501b-4800-bd29-16e94f4a6793",
"metadata": { "metadata": {
"execution": {
"iopub.execute_input": "2023-11-19T04:17:42.065624Z",
"iopub.status.busy": "2023-11-19T04:17:42.065169Z",
"iopub.status.idle": "2023-11-19T04:17:42.091612Z",
"shell.execute_reply": "2023-11-19T04:17:42.090300Z",
"shell.execute_reply.started": "2023-11-19T04:17:42.065589Z"
},
"tags": [] "tags": []
}, },
"outputs": [ "outputs": [],
{
"name": "stdout",
"output_type": "stream",
"text": [
"20~24岁平均成绩：2.71分，人数：68人\n",
"25~29岁平均成绩：2.85分，人数：74人\n",
"30~34岁平均成绩：2.88分，人数：50人\n",
"35~39岁平均成绩：3.12分，人数：60人\n",
"40~44岁平均成绩：3.06分，人数：19人\n",
"45~49岁平均成绩：2.99分，人数：66人\n",
"50~54岁平均成绩：2.95分，人数：161人\n",
"55~80岁平均成绩：3.02分，人数：64人\n"
]
}
],
"source": [ "source": [
"import json\n", "import json\n",
"\n", "\n",
@@ -1760,33 +1573,10 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 47, "execution_count": null,
"id": "5900d1c7-2f8c-4dfa-a60e-a577fb90f22d", "id": "5900d1c7-2f8c-4dfa-a60e-a577fb90f22d",
"metadata": { "metadata": {},
"execution": { "outputs": [],
"iopub.execute_input": "2023-11-19T04:17:45.081877Z",
"iopub.status.busy": "2023-11-19T04:17:45.081422Z",
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"shell.execute_reply": "2023-11-19T04:17:45.106800Z",
"shell.execute_reply.started": "2023-11-19T04:17:45.081832Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"20~24岁平均成绩：2.99分，人数：14人\n",
"25~29岁平均成绩：2.92分，人数：25人\n",
"30~34岁平均成绩：3.17分，人数：21人\n",
"35~39岁平均成绩：3.08分，人数：16人\n",
"40~44岁平均成绩：3.21分，人数：8人\n",
"45~49岁平均成绩：3.17分，人数：38人\n",
"50~54岁平均成绩：3.6分，人数：13人\n",
"55~80岁平均成绩：0分，人数：0人\n"
]
}
],
"source": [ "source": [
"nld = [[20,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,80]]\n", "nld = [[20,24],[25,29],[30,34],[35,39],[40,44],[45,49],[50,54],[55,80]]\n",
"\n", "\n",
@@ -1819,36 +1609,12 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 48, "execution_count": null,
"id": "ad69c45d-3f62-42df-894d-47424e759029", "id": "ad69c45d-3f62-42df-894d-47424e759029",
"metadata": { "metadata": {
"execution": {
"iopub.execute_input": "2023-11-19T04:17:48.260107Z",
"iopub.status.busy": "2023-11-19T04:17:48.259591Z",
"iopub.status.idle": "2023-11-19T04:17:48.287981Z",
"shell.execute_reply": "2023-11-19T04:17:48.286662Z",
"shell.execute_reply.started": "2023-11-19T04:17:48.260070Z"
},
"tags": [] "tags": []
}, },
"outputs": [ "outputs": [],
{
"name": "stdout",
"output_type": "stream",
"text": [
"BMI 3.63 697\n",
"肺活量 3.39 691\n",
"握力 2.18 692\n",
"坐位体前屈 2.76 668\n",
"纵跳 2.81 642\n",
"俯卧撑 3.19 499\n",
"一分钟仰卧起坐 3.89 108\n",
"单脚站立 2.63 684\n",
"选择反应时 3.43 694\n",
"台阶指数 2.69 540\n"
]
}
],
"source": [ "source": [
"with open(filename,'r') as fl:\n", "with open(filename,'r') as fl:\n",
" dict1 = json.load(fl) \n", " dict1 = json.load(fl) \n",
@@ -1873,45 +1639,12 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 49, "execution_count": null,
"id": "dcf152e7-bbcc-47d1-9c5f-83854db35412", "id": "dcf152e7-bbcc-47d1-9c5f-83854db35412",
"metadata": { "metadata": {
"execution": {
"iopub.execute_input": "2023-11-19T04:17:52.977121Z",
"iopub.status.busy": "2023-11-19T04:17:52.976658Z",
"iopub.status.idle": "2023-11-19T04:17:53.002780Z",
"shell.execute_reply": "2023-11-19T04:17:53.001310Z",
"shell.execute_reply.started": "2023-11-19T04:17:52.977084Z"
},
"tags": [] "tags": []
}, },
"outputs": [ "outputs": [],
{
"name": "stdout",
"output_type": "stream",
"text": [
"储运部 2.97 88\n",
"电气仪表中心 3.03 26\n",
"炼油二部 2.94 125\n",
"炼油三部 2.92 76\n",
"炼油一部 2.97 114\n",
"安全环保部 2.72 15\n",
"检验计量中心 3.03 76\n",
"设备工程部 2.97 21\n",
"公用工程部 2.96 44\n",
"新上岗 2.72 25\n",
"行政事务中心 2.95 4\n",
"公司领导 3.33 4\n",
"党群工作部 3.27 10\n",
"发展计划部 3.07 14\n",
"物资采购中心 3.1 13\n",
"党委组织部 3.3 7\n",
"生产技术部 3.05 19\n",
"财务资产部 3.31 11\n",
"办公室 3.33 5\n"
]
}
],
"source": [ "source": [
"with open(filename,'r') as fl:\n", "with open(filename,'r') as fl:\n",
" dict1 = json.load(fl) \n", " dict1 = json.load(fl) \n",