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3852 lines
138 KiB
3852 lines
138 KiB
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [],
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"source": [
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"import os\n",
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"import sys\n",
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"import pandas as pd\n",
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"import numpy as np\n",
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"from datetime import datetime, timedelta\n",
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"from scipy import stats\n",
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"import matplotlib.pyplot as plt\n",
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"plt.rcParams['font.family'] = 'Malgun Gothic'\n",
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"import matplotlib.dates as mdates\n",
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"\n",
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"def get_hstr(path):\n",
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" hstr = pd.read_csv(path)\n",
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" hstr['datetime'] = pd.to_datetime(hstr['CLCT_UNIX_TM'], unit='s', utc=True)\n",
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" hstr['datetime'] = hstr['datetime'].dt.tz_convert('Asia/Seoul').dt.strftime('%Y-%m-%d %H:%M:%S')\n",
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" hstr['datetime'] = hstr['datetime'].astype('datetime64[ns]')\n",
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" hstr.columns = ['현장교차로ID', '수집유닉스시각', '수집일시', '제어구분코드', '제어상태코드', '주기시간', '옵셋시간',\n",
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" 'A링1현시시간', 'A링2현시시간', 'A링3현시시간', 'A링4현시시간', 'A링5현시시간', 'A링6현시시간',\n",
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" 'A링7현시시간', 'A링8현시시간', 'B링1현시시간', 'B링2현시시간', 'B링3현시시간', 'B링4현시시간',\n",
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" 'B링5현시시간', 'B링6현시시간', 'B링7현시시간', 'B링8현시시간', 'A링1현시보행시간',\n",
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" 'A링2현시보행시간', 'A링3현시보행시간', 'A링4현시보행시간', 'A링5현시보행시간', 'A링6현시보행시간',\n",
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" 'A링7현시보행시간', 'A링8현시보행시간', 'B링1현시보행시간', 'B링2현시보행시간', 'B링3현시보행시간',\n",
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" 'B링4현시보행시간', 'B링5현시보행시간', 'B링6현시보행시간', 'B링7현시보행시간', 'B링8현시보행시간',\n",
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" '수집날짜시각']\n",
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" cols = list(hstr.columns).copy()\n",
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" cols.remove('수집날짜시각')\n",
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" cols.insert(1, '수집날짜시각')\n",
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" hstr = hstr[cols]\n",
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" return hstr\n",
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"\n",
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"inter_nos = list(range(5031, 5048))"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"soitdspotintsoperhstr_202312110921\n",
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"2023-12-10 09:00:00\n",
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"2023-12-11 23:59:59\n",
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"soitdspotintsoperhstr_202312120814\n",
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"2023-12-11 09:00:57\n",
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"2023-12-12 23:59:55\n",
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"soitdspotintsoperhstr_202312131102\n",
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"2023-12-12 09:00:58\n",
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"2023-12-13 23:59:56\n",
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"soitdspotintsoperhstr_202312141254\n",
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"2023-12-13 09:00:58\n",
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"2023-12-14 23:59:59\n",
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"soitdspotintsoperhstr_202312150926\n",
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"2023-12-14 09:00:58\n",
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"2023-12-15 23:59:30\n",
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"soitdspotintsoperhstr_202312151700\n",
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"2023-12-15 09:00:58\n",
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"2023-12-15 23:59:30\n",
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"32289\n",
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"2023-12-12 00:00:09\n",
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"2023-12-15 16:59:54\n"
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]
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}
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],
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"source": [
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"# 성남시 신호이력 데이터\n",
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"s_tod_his = pd.read_csv('seongnam/S_TOD_HIS_1702597659892.csv')\n",
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"\n",
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"# 인천시 신호이력 데이터\n",
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"'''SELECT * FROM soitdspotintsoperhstr WHERE SPOT_INTS_ID BETWEEN 5031 AND 5047'''\n",
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"csv_files = [f for f in os.listdir('incheon') if f.endswith('.csv')]\n",
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"\n",
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"dfs = []\n",
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"for file in csv_files:\n",
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" df_name = file.replace('.csv', '')\n",
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" print(df_name)\n",
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" globals()[df_name] = get_hstr(f'incheon/{file}')\n",
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" dfs.append(globals()[df_name])\n",
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" print(sorted([dt for dt in globals()[df_name]['수집날짜시각']])[0])\n",
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" print(sorted([dt for dt in globals()[df_name]['수집날짜시각']])[-1])\n",
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"dfs = [df[(df.수집날짜시각.dt.hour!=23)&df.수집날짜시각.dt.minute!=59] for df in dfs]\n",
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"hstr = pd.concat(dfs).drop_duplicates()\n",
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"hstr = hstr[hstr.수집날짜시각.dt.day >= 12]\n",
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"hstr = hstr[hstr.현장교차로ID.isin(inter_nos)].sort_values(by='수집날짜시각').reset_index(drop=True)\n",
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"hstr = hstr[['현장교차로ID', '수집날짜시각', '제어구분코드', '제어상태코드', '주기시간', '옵셋시간',\n",
|
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" 'A링1현시시간', 'A링2현시시간', 'A링3현시시간', 'A링4현시시간',\n",
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" 'A링5현시시간', 'A링6현시시간', 'A링7현시시간', 'A링8현시시간',\n",
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" 'B링1현시시간', 'B링2현시시간', 'B링3현시시간', 'B링4현시시간',\n",
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" 'B링5현시시간', 'B링6현시시간', 'B링7현시시간', 'B링8현시시간']]\n",
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"print(len(hstr))\n",
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"print(sorted([dt for dt in hstr['수집날짜시각'] if dt.hour != 23])[0])\n",
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"print(sorted([dt for dt in hstr['수집날짜시각'] if dt.hour != 23])[-1])\n",
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"hstr = hstr.sort_values(by=['현장교차로ID', '수집날짜시각']).reset_index(drop=True)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 34,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div>\n",
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"<style scoped>\n",
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" .dataframe tbody tr th:only-of-type {\n",
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" vertical-align: middle;\n",
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" }\n",
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"\n",
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" .dataframe tbody tr th {\n",
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" vertical-align: top;\n",
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" }\n",
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"\n",
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" .dataframe thead th {\n",
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" text-align: right;\n",
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" }\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
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" <tr style=\"text-align: right;\">\n",
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" <th></th>\n",
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" <th>현장교차로ID</th>\n",
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" <th>수집날짜시각</th>\n",
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" <th>제어구분코드</th>\n",
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" <th>제어상태코드</th>\n",
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" <th>주기시간</th>\n",
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" <th>옵셋시간</th>\n",
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" <th>A링1현시시간</th>\n",
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" <th>A링2현시시간</th>\n",
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" <th>A링3현시시간</th>\n",
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" <th>A링4현시시간</th>\n",
|
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" <th>A링5현시시간</th>\n",
|
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" <th>A링6현시시간</th>\n",
|
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" <th>A링7현시시간</th>\n",
|
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" <th>A링8현시시간</th>\n",
|
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" <th>B링1현시시간</th>\n",
|
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" <th>B링2현시시간</th>\n",
|
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" <th>B링3현시시간</th>\n",
|
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" <th>B링4현시시간</th>\n",
|
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" <th>B링5현시시간</th>\n",
|
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" <th>B링6현시시간</th>\n",
|
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" <th>B링7현시시간</th>\n",
|
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" <th>B링8현시시간</th>\n",
|
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" </tr>\n",
|
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" </thead>\n",
|
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" <tbody>\n",
|
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" <tr>\n",
|
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" <th>773</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 10:23:40</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>774</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 10:26:20</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>775</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 10:29:00</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>776</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 10:31:40</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>777</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 10:34:20</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>778</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 10:39:07</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>107</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>156</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>156</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>779</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 10:41:27</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>87</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>780</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 10:45:00</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>213</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>69</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>69</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>781</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 10:47:40</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>782</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 10:50:20</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>783</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 10:53:00</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
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"text/plain": [
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
|
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"773 5031 2023-12-13 10:23:40 3 1 160 140 49 \n",
|
|
"774 5031 2023-12-13 10:26:20 3 1 160 140 49 \n",
|
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"775 5031 2023-12-13 10:29:00 3 1 160 140 49 \n",
|
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"776 5031 2023-12-13 10:31:40 3 1 160 140 49 \n",
|
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"777 5031 2023-12-13 10:34:20 3 1 160 140 49 \n",
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|
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"782 5031 2023-12-13 10:50:20 3 1 160 140 49 \n",
|
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"783 5031 2023-12-13 10:53:00 3 1 160 140 49 \n",
|
|
"\n",
|
|
" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 A링7현시시간 A링8현시시간 B링1현시시간 \\\n",
|
|
"773 20 27 29 35 0 0 0 49 \n",
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"774 20 27 29 35 0 0 0 49 \n",
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|
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"782 20 27 29 35 0 0 0 49 \n",
|
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"783 20 27 29 35 0 0 0 49 \n",
|
|
"\n",
|
|
" B링2현시시간 B링3현시시간 B링4현시시간 B링5현시시간 B링6현시시간 B링7현시시간 B링8현시시간 \n",
|
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"773 20 27 29 35 0 0 0 \n",
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"data": {
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|
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"<table border=\"1\" class=\"dataframe\">\n",
|
|
" <thead>\n",
|
|
" <tr style=\"text-align: right;\">\n",
|
|
" <th></th>\n",
|
|
" <th>현장교차로ID</th>\n",
|
|
" <th>수집날짜시각</th>\n",
|
|
" <th>제어구분코드</th>\n",
|
|
" <th>제어상태코드</th>\n",
|
|
" <th>주기시간</th>\n",
|
|
" <th>옵셋시간</th>\n",
|
|
" <th>A링1현시시간</th>\n",
|
|
" <th>A링2현시시간</th>\n",
|
|
" <th>A링3현시시간</th>\n",
|
|
" <th>A링4현시시간</th>\n",
|
|
" <th>A링5현시시간</th>\n",
|
|
" <th>A링6현시시간</th>\n",
|
|
" <th>A링7현시시간</th>\n",
|
|
" <th>A링8현시시간</th>\n",
|
|
" <th>B링1현시시간</th>\n",
|
|
" <th>B링2현시시간</th>\n",
|
|
" <th>B링3현시시간</th>\n",
|
|
" <th>B링4현시시간</th>\n",
|
|
" <th>B링5현시시간</th>\n",
|
|
" <th>B링6현시시간</th>\n",
|
|
" <th>B링7현시시간</th>\n",
|
|
" <th>B링8현시시간</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>907</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 17:53:38</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>159</td>\n",
|
|
" <td>65</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>65</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>908</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 17:56:38</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>159</td>\n",
|
|
" <td>65</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>65</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>909</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 17:59:38</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>159</td>\n",
|
|
" <td>65</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>65</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>910</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 18:02:38</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>159</td>\n",
|
|
" <td>65</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>65</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>911</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 18:05:38</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>159</td>\n",
|
|
" <td>65</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>65</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>912</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 18:10:47</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>52</td>\n",
|
|
" <td>107</td>\n",
|
|
" <td>65</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>161</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>65</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>161</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>913</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 18:13:07</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>67</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>914</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 18:17:06</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>239</td>\n",
|
|
" <td>126</td>\n",
|
|
" <td>90</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>90</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>915</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 18:20:39</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>213</td>\n",
|
|
" <td>159</td>\n",
|
|
" <td>78</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>78</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>916</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 18:23:39</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>65</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>65</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>917</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 18:26:38</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>179</td>\n",
|
|
" <td>159</td>\n",
|
|
" <td>65</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>32</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>65</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>32</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
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|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
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"text/plain": [
|
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
|
|
"907 5031 2023-12-13 17:53:38 3 1 180 159 65 \n",
|
|
"908 5031 2023-12-13 17:56:38 3 1 180 159 65 \n",
|
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"909 5031 2023-12-13 17:59:38 3 1 180 159 65 \n",
|
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"910 5031 2023-12-13 18:02:38 3 1 180 159 65 \n",
|
|
"911 5031 2023-12-13 18:05:38 3 1 180 159 65 \n",
|
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"912 5031 2023-12-13 18:10:47 3 1 52 107 65 \n",
|
|
"913 5031 2023-12-13 18:13:07 0 0 140 67 37 \n",
|
|
"914 5031 2023-12-13 18:17:06 3 2 239 126 90 \n",
|
|
"915 5031 2023-12-13 18:20:39 3 2 213 159 78 \n",
|
|
"916 5031 2023-12-13 18:23:39 3 1 180 160 65 \n",
|
|
"917 5031 2023-12-13 18:26:38 3 1 179 159 65 \n",
|
|
"\n",
|
|
" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 A링7현시시간 A링8현시시간 B링1현시시간 \\\n",
|
|
"907 20 27 33 35 0 0 0 65 \n",
|
|
"908 20 27 33 35 0 0 0 65 \n",
|
|
"909 20 27 33 35 0 0 0 65 \n",
|
|
"910 20 27 33 35 0 0 0 65 \n",
|
|
"911 20 27 33 35 0 0 0 65 \n",
|
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|
|
"913 16 27 25 35 0 0 0 37 \n",
|
|
"914 31 31 48 39 0 0 0 90 \n",
|
|
"915 25 31 40 39 0 0 0 78 \n",
|
|
"916 20 27 33 35 0 0 0 65 \n",
|
|
"917 20 27 32 35 0 0 0 65 \n",
|
|
"\n",
|
|
" B링2현시시간 B링3현시시간 B링4현시시간 B링5현시시간 B링6현시시간 B링7현시시간 B링8현시시간 \n",
|
|
"907 20 27 33 35 0 0 0 \n",
|
|
"908 20 27 33 35 0 0 0 \n",
|
|
"909 20 27 33 35 0 0 0 \n",
|
|
"910 20 27 33 35 0 0 0 \n",
|
|
"911 20 27 33 35 0 0 0 \n",
|
|
"912 20 27 161 35 0 0 0 \n",
|
|
"913 16 27 25 35 0 0 0 \n",
|
|
"914 31 31 48 39 0 0 0 \n",
|
|
"915 25 31 40 39 0 0 0 \n",
|
|
"916 20 27 33 35 0 0 0 \n",
|
|
"917 20 27 32 35 0 0 0 "
|
|
]
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|
},
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|
"metadata": {},
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},
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{
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"data": {
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|
|
" <thead>\n",
|
|
" <tr style=\"text-align: right;\">\n",
|
|
" <th></th>\n",
|
|
" <th>현장교차로ID</th>\n",
|
|
" <th>수집날짜시각</th>\n",
|
|
" <th>제어구분코드</th>\n",
|
|
" <th>제어상태코드</th>\n",
|
|
" <th>주기시간</th>\n",
|
|
" <th>옵셋시간</th>\n",
|
|
" <th>A링1현시시간</th>\n",
|
|
" <th>A링2현시시간</th>\n",
|
|
" <th>A링3현시시간</th>\n",
|
|
" <th>A링4현시시간</th>\n",
|
|
" <th>A링5현시시간</th>\n",
|
|
" <th>A링6현시시간</th>\n",
|
|
" <th>A링7현시시간</th>\n",
|
|
" <th>A링8현시시간</th>\n",
|
|
" <th>B링1현시시간</th>\n",
|
|
" <th>B링2현시시간</th>\n",
|
|
" <th>B링3현시시간</th>\n",
|
|
" <th>B링4현시시간</th>\n",
|
|
" <th>B링5현시시간</th>\n",
|
|
" <th>B링6현시시간</th>\n",
|
|
" <th>B링7현시시간</th>\n",
|
|
" <th>B링8현시시간</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>1028</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 23:38:28</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>186</td>\n",
|
|
" <td>128</td>\n",
|
|
" <td>54</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>36</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>54</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>36</td>\n",
|
|
" <td>39</td>\n",
|
|
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|
|
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|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1029</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 23:41:00</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>152</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>38</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>38</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1030</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 23:43:20</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1031</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 23:45:40</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1032</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 23:48:00</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1033</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 23:52:43</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>179</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>179</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1034</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 23:55:02</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1035</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 23:57:22</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1036</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-13 23:59:43</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1037</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-14 00:02:03</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>122</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1038</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-14 00:04:41</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>158</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
|
|
"1028 5031 2023-12-13 23:38:28 3 2 186 128 54 \n",
|
|
"1029 5031 2023-12-13 23:41:00 3 2 152 0 41 \n",
|
|
"1030 5031 2023-12-13 23:43:20 3 1 140 0 37 \n",
|
|
"1031 5031 2023-12-13 23:45:40 3 1 140 0 37 \n",
|
|
"1032 5031 2023-12-13 23:48:00 3 1 140 0 37 \n",
|
|
"1033 5031 2023-12-13 23:52:43 3 1 26 3 179 \n",
|
|
"1034 5031 2023-12-13 23:55:02 0 0 140 2 37 \n",
|
|
"1035 5031 2023-12-13 23:57:22 3 1 140 2 37 \n",
|
|
"1036 5031 2023-12-13 23:59:43 3 1 140 2 37 \n",
|
|
"1037 5031 2023-12-14 00:02:03 3 1 140 122 37 \n",
|
|
"1038 5031 2023-12-14 00:04:41 3 2 158 1 43 \n",
|
|
"\n",
|
|
" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 A링7현시시간 A링8현시시간 B링1현시시간 \\\n",
|
|
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|
|
"\n",
|
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" B링2현시시간 B링3현시시간 B링4현시시간 B링5현시시간 B링6현시시간 B링7현시시간 B링8현시시간 \n",
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" <th></th>\n",
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" <th>현장교차로ID</th>\n",
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" <th>수집날짜시각</th>\n",
|
|
" <th>제어구분코드</th>\n",
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|
" <th>제어상태코드</th>\n",
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|
" <th>주기시간</th>\n",
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" <th>A링5현시시간</th>\n",
|
|
" <th>A링6현시시간</th>\n",
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" <th>A링7현시시간</th>\n",
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" <th>A링8현시시간</th>\n",
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" <th>B링1현시시간</th>\n",
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|
" <th>B링2현시시간</th>\n",
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" <th>B링3현시시간</th>\n",
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" </tr>\n",
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|
|
" <tr>\n",
|
|
" <th>1757</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:01:11</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>152</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>27</td>\n",
|
|
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|
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|
|
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|
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" <tr>\n",
|
|
" <th>1758</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:03:52</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>52</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
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|
|
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|
|
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|
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|
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|
|
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|
|
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" <tr>\n",
|
|
" <th>1759</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:07:50</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>239</td>\n",
|
|
" <td>111</td>\n",
|
|
" <td>70</td>\n",
|
|
" <td>51</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>39</td>\n",
|
|
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|
|
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|
|
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|
|
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|
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|
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|
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|
|
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|
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|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
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|
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|
|
" <tr>\n",
|
|
" <th>1760</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:11:40</td>\n",
|
|
" <td>3</td>\n",
|
|
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|
|
" <td>230</td>\n",
|
|
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|
|
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|
|
" <td>48</td>\n",
|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
" <tr>\n",
|
|
" <th>1761</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:14:41</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>161</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>34</td>\n",
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|
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|
|
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|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>34</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1762</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:17:41</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>161</td>\n",
|
|
" <td>49</td>\n",
|
|
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|
|
" <td>27</td>\n",
|
|
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|
|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
|
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|
|
" <th>1763</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:21:58</td>\n",
|
|
" <td>0</td>\n",
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
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|
|
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|
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|
|
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|
|
" <th>1764</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:24:18</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>19</td>\n",
|
|
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|
|
" <td>16</td>\n",
|
|
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|
|
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|
|
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|
|
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|
|
" <td>0</td>\n",
|
|
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|
|
" <td>37</td>\n",
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
" <th>1765</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:26:49</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>151</td>\n",
|
|
" <td>169</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
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|
|
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|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>39</td>\n",
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
" <th>1766</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:29:41</td>\n",
|
|
" <td>3</td>\n",
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
|
" <th>1767</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:32:41</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>180</td>\n",
|
|
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|
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|
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
|
|
"1757 5031 2023-12-15 07:01:11 3 1 160 152 43 \n",
|
|
"1758 5031 2023-12-15 07:03:52 3 1 160 52 43 \n",
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|
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|
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|
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"1766 5031 2023-12-15 07:29:41 3 2 172 161 47 \n",
|
|
"1767 5031 2023-12-15 07:32:41 3 1 180 161 49 \n",
|
|
"\n",
|
|
" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 A링7현시시간 A링8현시시간 B링1현시시간 \\\n",
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|
|
" B링2현시시간 B링3현시시간 B링4현시시간 B링5현시시간 B링6현시시간 B링7현시시간 B링8현시시간 \n",
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"<table border=\"1\" class=\"dataframe\">\n",
|
|
" <thead>\n",
|
|
" <tr style=\"text-align: right;\">\n",
|
|
" <th></th>\n",
|
|
" <th>현장교차로ID</th>\n",
|
|
" <th>수집날짜시각</th>\n",
|
|
" <th>제어구분코드</th>\n",
|
|
" <th>제어상태코드</th>\n",
|
|
" <th>주기시간</th>\n",
|
|
" <th>옵셋시간</th>\n",
|
|
" <th>A링1현시시간</th>\n",
|
|
" <th>A링2현시시간</th>\n",
|
|
" <th>A링3현시시간</th>\n",
|
|
" <th>A링4현시시간</th>\n",
|
|
" <th>A링5현시시간</th>\n",
|
|
" <th>A링6현시시간</th>\n",
|
|
" <th>A링7현시시간</th>\n",
|
|
" <th>A링8현시시간</th>\n",
|
|
" <th>B링1현시시간</th>\n",
|
|
" <th>B링2현시시간</th>\n",
|
|
" <th>B링3현시시간</th>\n",
|
|
" <th>B링4현시시간</th>\n",
|
|
" <th>B링5현시시간</th>\n",
|
|
" <th>B링6현시시간</th>\n",
|
|
" <th>B링7현시시간</th>\n",
|
|
" <th>B링8현시시간</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>1758</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:03:52</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>52</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1759</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:07:50</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>239</td>\n",
|
|
" <td>111</td>\n",
|
|
" <td>70</td>\n",
|
|
" <td>51</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>70</td>\n",
|
|
" <td>51</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1760</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:11:40</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>230</td>\n",
|
|
" <td>161</td>\n",
|
|
" <td>66</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>66</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1761</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:14:41</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>161</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>34</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>34</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1762</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:17:41</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>161</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>34</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>34</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1763</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:21:58</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>126</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>34</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>126</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>34</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1764</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:24:18</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>16</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1765</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:26:49</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>151</td>\n",
|
|
" <td>169</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1766</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:29:41</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>172</td>\n",
|
|
" <td>161</td>\n",
|
|
" <td>47</td>\n",
|
|
" <td>32</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>47</td>\n",
|
|
" <td>32</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1767</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:32:41</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>161</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>34</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>34</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1768</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 07:35:41</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>161</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>34</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>34</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
|
|
"1758 5031 2023-12-15 07:03:52 3 1 160 52 43 \n",
|
|
"1759 5031 2023-12-15 07:07:50 3 2 239 111 70 \n",
|
|
"1760 5031 2023-12-15 07:11:40 3 2 230 161 66 \n",
|
|
"1761 5031 2023-12-15 07:14:41 3 1 180 161 49 \n",
|
|
"1762 5031 2023-12-15 07:17:41 3 1 180 161 49 \n",
|
|
"1763 5031 2023-12-15 07:21:58 0 0 1 58 126 \n",
|
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"1764 5031 2023-12-15 07:24:18 0 0 140 19 37 \n",
|
|
"1765 5031 2023-12-15 07:26:49 3 2 151 169 39 \n",
|
|
"1766 5031 2023-12-15 07:29:41 3 2 172 161 47 \n",
|
|
"1767 5031 2023-12-15 07:32:41 3 1 180 161 49 \n",
|
|
"1768 5031 2023-12-15 07:35:41 3 1 180 161 49 \n",
|
|
"\n",
|
|
" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 A링7현시시간 A링8현시시간 B링1현시시간 \\\n",
|
|
"1758 25 27 30 35 0 0 0 43 \n",
|
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"1759 51 31 48 39 0 0 0 70 \n",
|
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"1760 48 31 46 39 0 0 0 66 \n",
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"1761 35 27 34 35 0 0 0 49 \n",
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"1762 35 27 34 35 0 0 0 49 \n",
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"1763 35 27 34 35 0 0 0 126 \n",
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"1764 16 27 25 35 0 0 0 37 \n",
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|
|
"1767 35 27 34 35 0 0 0 49 \n",
|
|
"1768 35 27 34 35 0 0 0 49 \n",
|
|
"\n",
|
|
" B링2현시시간 B링3현시시간 B링4현시시간 B링5현시시간 B링6현시시간 B링7현시시간 B링8현시시간 \n",
|
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|
|
" <th>수집날짜시각</th>\n",
|
|
" <th>제어구분코드</th>\n",
|
|
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|
|
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|
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|
|
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|
|
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|
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|
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|
|
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|
|
" <th>1950</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 15:54:21</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1951</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 15:57:01</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1952</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 15:59:41</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1953</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 16:02:21</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1954</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 16:05:01</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>100</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1955</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 16:08:44</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>223</td>\n",
|
|
" <td>154</td>\n",
|
|
" <td>80</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>44</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>80</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>44</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1956</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 16:11:33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>169</td>\n",
|
|
" <td>153</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1957</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 16:14:22</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>153</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>23</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>23</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1958</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 16:17:12</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>153</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1959</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 16:20:02</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>153</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1960</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 16:22:52</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>153</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
|
|
"1950 5031 2023-12-15 15:54:21 3 1 160 140 49 \n",
|
|
"1951 5031 2023-12-15 15:57:01 3 1 160 140 49 \n",
|
|
"1952 5031 2023-12-15 15:59:41 3 1 160 140 49 \n",
|
|
"1953 5031 2023-12-15 16:02:21 3 1 160 140 49 \n",
|
|
"1954 5031 2023-12-15 16:05:01 3 1 160 100 49 \n",
|
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"1955 5031 2023-12-15 16:08:44 3 2 223 154 80 \n",
|
|
"1956 5031 2023-12-15 16:11:33 0 0 169 153 58 \n",
|
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"1957 5031 2023-12-15 16:14:22 0 0 170 153 42 \n",
|
|
"1958 5031 2023-12-15 16:17:12 3 1 170 153 58 \n",
|
|
"1959 5031 2023-12-15 16:20:02 3 1 170 153 58 \n",
|
|
"1960 5031 2023-12-15 16:22:52 3 1 170 153 58 \n",
|
|
"\n",
|
|
" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 A링7현시시간 A링8현시시간 B링1현시시간 \\\n",
|
|
"1950 20 27 29 35 0 0 0 49 \n",
|
|
"1951 20 27 29 35 0 0 0 49 \n",
|
|
"1952 20 27 29 35 0 0 0 49 \n",
|
|
"1953 20 27 29 35 0 0 0 49 \n",
|
|
"1954 20 27 29 35 0 0 0 49 \n",
|
|
"1955 29 31 44 39 0 0 0 80 \n",
|
|
"1956 19 27 30 35 0 0 0 58 \n",
|
|
"1957 23 31 35 39 0 0 0 42 \n",
|
|
"1958 19 27 31 35 0 0 0 58 \n",
|
|
"1959 19 27 31 35 0 0 0 58 \n",
|
|
"1960 19 27 31 35 0 0 0 58 \n",
|
|
"\n",
|
|
" B링2현시시간 B링3현시시간 B링4현시시간 B링5현시시간 B링6현시시간 B링7현시시간 B링8현시시간 \n",
|
|
"1950 20 27 29 35 0 0 0 \n",
|
|
"1951 20 27 29 35 0 0 0 \n",
|
|
"1952 20 27 29 35 0 0 0 \n",
|
|
"1953 20 27 29 35 0 0 0 \n",
|
|
"1954 20 27 29 35 0 0 0 \n",
|
|
"1955 29 31 44 39 0 0 0 \n",
|
|
"1956 19 27 30 35 0 0 0 \n",
|
|
"1957 23 31 35 39 0 0 0 \n",
|
|
"1958 19 27 31 35 0 0 0 \n",
|
|
"1959 19 27 31 35 0 0 0 \n",
|
|
"1960 19 27 31 35 0 0 0 "
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"data": {
|
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"text/html": [
|
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"<div>\n",
|
|
"<style scoped>\n",
|
|
" .dataframe tbody tr th:only-of-type {\n",
|
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" vertical-align: middle;\n",
|
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" }\n",
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"\n",
|
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" .dataframe tbody tr th {\n",
|
|
" vertical-align: top;\n",
|
|
" }\n",
|
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|
|
" .dataframe thead th {\n",
|
|
" text-align: right;\n",
|
|
" }\n",
|
|
"</style>\n",
|
|
"<table border=\"1\" class=\"dataframe\">\n",
|
|
" <thead>\n",
|
|
" <tr style=\"text-align: right;\">\n",
|
|
" <th></th>\n",
|
|
" <th>현장교차로ID</th>\n",
|
|
" <th>수집날짜시각</th>\n",
|
|
" <th>제어구분코드</th>\n",
|
|
" <th>제어상태코드</th>\n",
|
|
" <th>주기시간</th>\n",
|
|
" <th>옵셋시간</th>\n",
|
|
" <th>A링1현시시간</th>\n",
|
|
" <th>A링2현시시간</th>\n",
|
|
" <th>A링3현시시간</th>\n",
|
|
" <th>A링4현시시간</th>\n",
|
|
" <th>A링5현시시간</th>\n",
|
|
" <th>A링6현시시간</th>\n",
|
|
" <th>A링7현시시간</th>\n",
|
|
" <th>A링8현시시간</th>\n",
|
|
" <th>B링1현시시간</th>\n",
|
|
" <th>B링2현시시간</th>\n",
|
|
" <th>B링3현시시간</th>\n",
|
|
" <th>B링4현시시간</th>\n",
|
|
" <th>B링5현시시간</th>\n",
|
|
" <th>B링6현시시간</th>\n",
|
|
" <th>B링7현시시간</th>\n",
|
|
" <th>B링8현시시간</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>1951</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 15:57:01</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1952</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 15:59:41</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1953</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 16:02:21</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1954</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 16:05:01</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>100</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>49</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1955</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 16:08:44</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>223</td>\n",
|
|
" <td>154</td>\n",
|
|
" <td>80</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>44</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>80</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>44</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1956</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 16:11:33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>169</td>\n",
|
|
" <td>153</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1957</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 16:14:22</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>153</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>23</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>23</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1958</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 16:17:12</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>153</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1959</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 16:20:02</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>153</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1960</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 16:22:52</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>153</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1961</th>\n",
|
|
" <td>5031</td>\n",
|
|
" <td>2023-12-15 16:25:42</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>153</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>31</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
|
|
"1951 5031 2023-12-15 15:57:01 3 1 160 140 49 \n",
|
|
"1952 5031 2023-12-15 15:59:41 3 1 160 140 49 \n",
|
|
"1953 5031 2023-12-15 16:02:21 3 1 160 140 49 \n",
|
|
"1954 5031 2023-12-15 16:05:01 3 1 160 100 49 \n",
|
|
"1955 5031 2023-12-15 16:08:44 3 2 223 154 80 \n",
|
|
"1956 5031 2023-12-15 16:11:33 0 0 169 153 58 \n",
|
|
"1957 5031 2023-12-15 16:14:22 0 0 170 153 42 \n",
|
|
"1958 5031 2023-12-15 16:17:12 3 1 170 153 58 \n",
|
|
"1959 5031 2023-12-15 16:20:02 3 1 170 153 58 \n",
|
|
"1960 5031 2023-12-15 16:22:52 3 1 170 153 58 \n",
|
|
"1961 5031 2023-12-15 16:25:42 3 1 170 153 58 \n",
|
|
"\n",
|
|
" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 A링7현시시간 A링8현시시간 B링1현시시간 \\\n",
|
|
"1951 20 27 29 35 0 0 0 49 \n",
|
|
"1952 20 27 29 35 0 0 0 49 \n",
|
|
"1953 20 27 29 35 0 0 0 49 \n",
|
|
"1954 20 27 29 35 0 0 0 49 \n",
|
|
"1955 29 31 44 39 0 0 0 80 \n",
|
|
"1956 19 27 30 35 0 0 0 58 \n",
|
|
"1957 23 31 35 39 0 0 0 42 \n",
|
|
"1958 19 27 31 35 0 0 0 58 \n",
|
|
"1959 19 27 31 35 0 0 0 58 \n",
|
|
"1960 19 27 31 35 0 0 0 58 \n",
|
|
"1961 19 27 31 35 0 0 0 58 \n",
|
|
"\n",
|
|
" B링2현시시간 B링3현시시간 B링4현시시간 B링5현시시간 B링6현시시간 B링7현시시간 B링8현시시간 \n",
|
|
"1951 20 27 29 35 0 0 0 \n",
|
|
"1952 20 27 29 35 0 0 0 \n",
|
|
"1953 20 27 29 35 0 0 0 \n",
|
|
"1954 20 27 29 35 0 0 0 \n",
|
|
"1955 29 31 44 39 0 0 0 \n",
|
|
"1956 19 27 30 35 0 0 0 \n",
|
|
"1957 23 31 35 39 0 0 0 \n",
|
|
"1958 19 27 31 35 0 0 0 \n",
|
|
"1959 19 27 31 35 0 0 0 \n",
|
|
"1960 19 27 31 35 0 0 0 \n",
|
|
"1961 19 27 31 35 0 0 0 "
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
"<div>\n",
|
|
"<style scoped>\n",
|
|
" .dataframe tbody tr th:only-of-type {\n",
|
|
" vertical-align: middle;\n",
|
|
" }\n",
|
|
"\n",
|
|
" .dataframe tbody tr th {\n",
|
|
" vertical-align: top;\n",
|
|
" }\n",
|
|
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|
|
" .dataframe thead th {\n",
|
|
" text-align: right;\n",
|
|
" }\n",
|
|
"</style>\n",
|
|
"<table border=\"1\" class=\"dataframe\">\n",
|
|
" <thead>\n",
|
|
" <tr style=\"text-align: right;\">\n",
|
|
" <th></th>\n",
|
|
" <th>현장교차로ID</th>\n",
|
|
" <th>수집날짜시각</th>\n",
|
|
" <th>제어구분코드</th>\n",
|
|
" <th>제어상태코드</th>\n",
|
|
" <th>주기시간</th>\n",
|
|
" <th>옵셋시간</th>\n",
|
|
" <th>A링1현시시간</th>\n",
|
|
" <th>A링2현시시간</th>\n",
|
|
" <th>A링3현시시간</th>\n",
|
|
" <th>A링4현시시간</th>\n",
|
|
" <th>A링5현시시간</th>\n",
|
|
" <th>A링6현시시간</th>\n",
|
|
" <th>A링7현시시간</th>\n",
|
|
" <th>A링8현시시간</th>\n",
|
|
" <th>B링1현시시간</th>\n",
|
|
" <th>B링2현시시간</th>\n",
|
|
" <th>B링3현시시간</th>\n",
|
|
" <th>B링4현시시간</th>\n",
|
|
" <th>B링5현시시간</th>\n",
|
|
" <th>B링6현시시간</th>\n",
|
|
" <th>B링7현시시간</th>\n",
|
|
" <th>B링8현시시간</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>2161</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-12 07:28:35</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>61</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>61</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2162</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-12 07:31:25</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>61</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>61</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2163</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-12 07:34:15</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>61</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>61</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2164</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-12 07:37:05</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>61</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>61</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2165</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-12 07:39:55</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>61</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>61</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2166</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-12 07:42:27</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>133</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2167</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-12 07:44:24</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>117</td>\n",
|
|
" <td>154</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2168</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-12 07:48:10</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>226</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>84</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>84</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2169</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-12 07:51:15</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>185</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>67</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>67</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>27</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2170</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-12 07:54:05</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>61</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>61</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2171</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-12 07:56:55</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>61</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>61</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
|
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"2161 5032 2023-12-12 07:28:35 3 1 170 55 24 \n",
|
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"2162 5032 2023-12-12 07:31:25 3 1 170 55 24 \n",
|
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"2163 5032 2023-12-12 07:34:15 3 1 170 55 24 \n",
|
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"2164 5032 2023-12-12 07:37:05 3 1 170 55 24 \n",
|
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"2165 5032 2023-12-12 07:39:55 3 1 170 55 24 \n",
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|
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"2169 5032 2023-12-12 07:51:15 3 2 185 55 27 \n",
|
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|
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"2171 5032 2023-12-12 07:56:55 3 1 170 55 24 \n",
|
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"\n",
|
|
" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 A링7현시시간 A링8현시시간 B링1현시시간 \\\n",
|
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|
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|
|
"\n",
|
|
" B링2현시시간 B링3현시시간 B링4현시시간 B링5현시시간 B링6현시시간 B링7현시시간 B링8현시시간 \n",
|
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},
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{
|
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"data": {
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"text/html": [
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"<div>\n",
|
|
"<style scoped>\n",
|
|
" .dataframe tbody tr th:only-of-type {\n",
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" vertical-align: middle;\n",
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|
"</style>\n",
|
|
"<table border=\"1\" class=\"dataframe\">\n",
|
|
" <thead>\n",
|
|
" <tr style=\"text-align: right;\">\n",
|
|
" <th></th>\n",
|
|
" <th>현장교차로ID</th>\n",
|
|
" <th>수집날짜시각</th>\n",
|
|
" <th>제어구분코드</th>\n",
|
|
" <th>제어상태코드</th>\n",
|
|
" <th>주기시간</th>\n",
|
|
" <th>옵셋시간</th>\n",
|
|
" <th>A링1현시시간</th>\n",
|
|
" <th>A링2현시시간</th>\n",
|
|
" <th>A링3현시시간</th>\n",
|
|
" <th>A링4현시시간</th>\n",
|
|
" <th>A링5현시시간</th>\n",
|
|
" <th>A링6현시시간</th>\n",
|
|
" <th>A링7현시시간</th>\n",
|
|
" <th>A링8현시시간</th>\n",
|
|
" <th>B링1현시시간</th>\n",
|
|
" <th>B링2현시시간</th>\n",
|
|
" <th>B링3현시시간</th>\n",
|
|
" <th>B링4현시시간</th>\n",
|
|
" <th>B링5현시시간</th>\n",
|
|
" <th>B링6현시시간</th>\n",
|
|
" <th>B링7현시시간</th>\n",
|
|
" <th>B링8현시시간</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>2625</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:02:01</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>60</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2626</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:04:21</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>60</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2627</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:06:41</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>60</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2628</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:09:01</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>61</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2629</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:11:20</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>139</td>\n",
|
|
" <td>60</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2630</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:13:40</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>141</td>\n",
|
|
" <td>60</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>38</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>38</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2631</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:17:53</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>252</td>\n",
|
|
" <td>32</td>\n",
|
|
" <td>132</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>132</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2632</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:19:50</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>117</td>\n",
|
|
" <td>9</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2633</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:22:55</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>186</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>60</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>60</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2634</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:25:20</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>145</td>\n",
|
|
" <td>60</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2635</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:27:40</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>60</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
|
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"2625 5032 2023-12-13 05:02:01 3 1 140 60 20 \n",
|
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"2626 5032 2023-12-13 05:04:21 3 1 140 60 20 \n",
|
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"2627 5032 2023-12-13 05:06:41 3 1 140 60 20 \n",
|
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"2628 5032 2023-12-13 05:09:01 3 1 140 61 20 \n",
|
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"2629 5032 2023-12-13 05:11:20 3 1 139 60 20 \n",
|
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"2630 5032 2023-12-13 05:13:40 3 1 141 60 20 \n",
|
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"2631 5032 2023-12-13 05:17:53 0 0 252 32 132 \n",
|
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"2632 5032 2023-12-13 05:19:50 0 0 117 9 18 \n",
|
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"2633 5032 2023-12-13 05:22:55 3 2 186 55 30 \n",
|
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"2634 5032 2023-12-13 05:25:20 3 2 145 60 21 \n",
|
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"2635 5032 2023-12-13 05:27:40 3 1 140 60 20 \n",
|
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"\n",
|
|
" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 A링7현시시간 A링8현시시간 B링1현시시간 \\\n",
|
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"2625 43 20 37 20 0 0 0 20 \n",
|
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"2626 43 20 37 20 0 0 0 20 \n",
|
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"2627 43 20 37 20 0 0 0 20 \n",
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|
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|
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|
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|
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|
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"2634 45 21 37 21 0 0 0 21 \n",
|
|
"2635 43 20 37 20 0 0 0 20 \n",
|
|
"\n",
|
|
" B링2현시시간 B링3현시시간 B링4현시시간 B링5현시시간 B링6현시시간 B링7현시시간 B링8현시시간 \n",
|
|
"2625 43 20 37 20 0 0 0 \n",
|
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"2626 43 20 37 20 0 0 0 \n",
|
|
"2627 43 20 37 20 0 0 0 \n",
|
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|
|
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|
|
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|
|
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|
|
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|
|
"2633 60 30 37 29 0 0 0 \n",
|
|
"2634 45 21 37 21 0 0 0 \n",
|
|
"2635 43 20 37 20 0 0 0 "
|
|
]
|
|
},
|
|
"metadata": {},
|
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"output_type": "display_data"
|
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},
|
|
{
|
|
"data": {
|
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"text/html": [
|
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"<div>\n",
|
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"<style scoped>\n",
|
|
" .dataframe tbody tr th:only-of-type {\n",
|
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" vertical-align: middle;\n",
|
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" }\n",
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"\n",
|
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" .dataframe tbody tr th {\n",
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|
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|
|
" text-align: right;\n",
|
|
" }\n",
|
|
"</style>\n",
|
|
"<table border=\"1\" class=\"dataframe\">\n",
|
|
" <thead>\n",
|
|
" <tr style=\"text-align: right;\">\n",
|
|
" <th></th>\n",
|
|
" <th>현장교차로ID</th>\n",
|
|
" <th>수집날짜시각</th>\n",
|
|
" <th>제어구분코드</th>\n",
|
|
" <th>제어상태코드</th>\n",
|
|
" <th>주기시간</th>\n",
|
|
" <th>옵셋시간</th>\n",
|
|
" <th>A링1현시시간</th>\n",
|
|
" <th>A링2현시시간</th>\n",
|
|
" <th>A링3현시시간</th>\n",
|
|
" <th>A링4현시시간</th>\n",
|
|
" <th>A링5현시시간</th>\n",
|
|
" <th>A링6현시시간</th>\n",
|
|
" <th>A링7현시시간</th>\n",
|
|
" <th>A링8현시시간</th>\n",
|
|
" <th>B링1현시시간</th>\n",
|
|
" <th>B링2현시시간</th>\n",
|
|
" <th>B링3현시시간</th>\n",
|
|
" <th>B링4현시시간</th>\n",
|
|
" <th>B링5현시시간</th>\n",
|
|
" <th>B링6현시시간</th>\n",
|
|
" <th>B링7현시시간</th>\n",
|
|
" <th>B링8현시시간</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>2626</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:04:21</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>60</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2627</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:06:41</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>60</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2628</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:09:01</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>61</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2629</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:11:20</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>139</td>\n",
|
|
" <td>60</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2630</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:13:40</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>141</td>\n",
|
|
" <td>60</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>38</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>38</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2631</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:17:53</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>252</td>\n",
|
|
" <td>32</td>\n",
|
|
" <td>132</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>132</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2632</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:19:50</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>117</td>\n",
|
|
" <td>9</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>19</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2633</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:22:55</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>186</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>60</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>60</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2634</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:25:20</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>145</td>\n",
|
|
" <td>60</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2635</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:27:40</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>60</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2636</th>\n",
|
|
" <td>5032</td>\n",
|
|
" <td>2023-12-13 05:30:00</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>60</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
|
|
"2626 5032 2023-12-13 05:04:21 3 1 140 60 20 \n",
|
|
"2627 5032 2023-12-13 05:06:41 3 1 140 60 20 \n",
|
|
"2628 5032 2023-12-13 05:09:01 3 1 140 61 20 \n",
|
|
"2629 5032 2023-12-13 05:11:20 3 1 139 60 20 \n",
|
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"2630 5032 2023-12-13 05:13:40 3 1 141 60 20 \n",
|
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"2631 5032 2023-12-13 05:17:53 0 0 252 32 132 \n",
|
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"2632 5032 2023-12-13 05:19:50 0 0 117 9 18 \n",
|
|
"2633 5032 2023-12-13 05:22:55 3 2 186 55 30 \n",
|
|
"2634 5032 2023-12-13 05:25:20 3 2 145 60 21 \n",
|
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"2635 5032 2023-12-13 05:27:40 3 1 140 60 20 \n",
|
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"2636 5032 2023-12-13 05:30:00 3 1 140 60 20 \n",
|
|
"\n",
|
|
" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 A링7현시시간 A링8현시시간 B링1현시시간 \\\n",
|
|
"2626 43 20 37 20 0 0 0 20 \n",
|
|
"2627 43 20 37 20 0 0 0 20 \n",
|
|
"2628 43 20 37 20 0 0 0 20 \n",
|
|
"2629 43 20 37 19 0 0 0 20 \n",
|
|
"2630 43 20 38 20 0 0 0 20 \n",
|
|
"2631 43 20 37 20 0 0 0 132 \n",
|
|
"2632 24 19 37 19 0 0 0 18 \n",
|
|
"2633 60 30 37 29 0 0 0 30 \n",
|
|
"2634 45 21 37 21 0 0 0 21 \n",
|
|
"2635 43 20 37 20 0 0 0 20 \n",
|
|
"2636 43 20 37 20 0 0 0 20 \n",
|
|
"\n",
|
|
" B링2현시시간 B링3현시시간 B링4현시시간 B링5현시시간 B링6현시시간 B링7현시시간 B링8현시시간 \n",
|
|
"2626 43 20 37 20 0 0 0 \n",
|
|
"2627 43 20 37 20 0 0 0 \n",
|
|
"2628 43 20 37 20 0 0 0 \n",
|
|
"2629 43 20 37 19 0 0 0 \n",
|
|
"2630 43 20 38 20 0 0 0 \n",
|
|
"2631 43 20 37 20 0 0 0 \n",
|
|
"2632 24 19 37 19 0 0 0 \n",
|
|
"2633 60 30 37 29 0 0 0 \n",
|
|
"2634 45 21 37 21 0 0 0 \n",
|
|
"2635 43 20 37 20 0 0 0 \n",
|
|
"2636 43 20 37 20 0 0 0 "
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# 제어구분코드 (0: 비감응 지역제어, 1: 감응 지역제어, 2: 감응 중앙제어, 3: 비감응 중앙제어)\n",
|
|
"# 제어상태코드 (0:오프라인, 1:온라인, 2:트랜스, 3:통신장애, 4:수동)\n",
|
|
"print(hstr.제어구분코드.unique())\n",
|
|
"print(hstr.제어상태코드.unique())\n",
|
|
"print(hstr.제어구분코드.value_counts())\n",
|
|
"print(hstr.제어상태코드.value_counts())\n",
|
|
"S0 = set(hstr[hstr.제어구분코드==0].index)\n",
|
|
"S3 = set(hstr[hstr.제어구분코드==3].index)\n",
|
|
"T0 = set(hstr[hstr.제어구분코드==0].index)\n",
|
|
"T1 = set(hstr[hstr.제어구분코드==1].index)\n",
|
|
"T2 = set(hstr[hstr.제어구분코드==2].index)\n",
|
|
"T3 = set(hstr[hstr.제어구분코드==3].index)\n",
|
|
"k=6\n",
|
|
"S0_indices = list(hstr[hstr.제어구분코드==0].index)\n",
|
|
"for j in range(10):\n",
|
|
" i = S0_indices[j]\n",
|
|
" context = range(i - k, i + k - 1)\n",
|
|
" with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
|
|
" display(hstr.iloc[context])"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "rts",
|
|
"language": "python",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.8.10"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 2
|
|
}
|