다른 사람과의 공유를 위한 repo
You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
 
 

7375 lines
258 KiB

{
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"import sys\n",
"import pandas as pd\n",
"import numpy as np\n",
"from datetime import datetime, timedelta\n",
"from scipy import stats\n",
"import matplotlib.pyplot as plt\n",
"plt.rcParams['font.family'] = 'Malgun Gothic'\n",
"import matplotlib.dates as mdates\n",
"\n",
"def get_hstr(path):\n",
" hstr = pd.read_csv(path)\n",
" hstr['datetime'] = pd.to_datetime(hstr['CLCT_UNIX_TM'], unit='s', utc=True)\n",
" hstr['datetime'] = hstr['datetime'].dt.tz_convert('Asia/Seoul').dt.strftime('%Y-%m-%d %H:%M:%S')\n",
" hstr['datetime'] = hstr['datetime'].astype('datetime64[ns]')\n",
" hstr.columns = ['현장교차로ID', '수집유닉스시각', '수집일시', '제어구분코드', '제어상태코드', '주기시간', '옵셋시간',\n",
" 'A링1현시시간', 'A링2현시시간', 'A링3현시시간', 'A링4현시시간', 'A링5현시시간', 'A링6현시시간',\n",
" 'A링7현시시간', 'A링8현시시간', 'B링1현시시간', 'B링2현시시간', 'B링3현시시간', 'B링4현시시간',\n",
" 'B링5현시시간', 'B링6현시시간', 'B링7현시시간', 'B링8현시시간', 'A링1현시보행시간',\n",
" 'A링2현시보행시간', 'A링3현시보행시간', 'A링4현시보행시간', 'A링5현시보행시간', 'A링6현시보행시간',\n",
" 'A링7현시보행시간', 'A링8현시보행시간', 'B링1현시보행시간', 'B링2현시보행시간', 'B링3현시보행시간',\n",
" 'B링4현시보행시간', 'B링5현시보행시간', 'B링6현시보행시간', 'B링7현시보행시간', 'B링8현시보행시간',\n",
" '수집날짜시각']\n",
" cols = list(hstr.columns).copy()\n",
" cols.remove('수집날짜시각')\n",
" cols.insert(1, '수집날짜시각')\n",
" hstr = hstr[cols]\n",
" return hstr\n",
"\n",
"inter_nos = list(range(5031, 5048))"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"soitdspotintsoperhstr_202312110921\n",
"2023-12-10 09:00:00\n",
"2023-12-11 23:59:59\n",
"soitdspotintsoperhstr_202312120814\n",
"2023-12-11 09:00:57\n",
"2023-12-12 23:59:55\n",
"soitdspotintsoperhstr_202312131102\n",
"2023-12-12 09:00:58\n",
"2023-12-13 23:59:56\n",
"soitdspotintsoperhstr_202312141254\n",
"2023-12-13 09:00:58\n",
"2023-12-14 23:59:59\n",
"soitdspotintsoperhstr_202312150926\n",
"2023-12-14 09:00:58\n",
"2023-12-15 23:59:30\n",
"soitdspotintsoperhstr_202312151700\n",
"2023-12-15 09:00:58\n",
"2023-12-15 23:59:30\n",
"32289\n",
"2023-12-12 00:00:09\n",
"2023-12-15 16:59:54\n"
]
}
],
"source": [
"# 성남시 신호이력 데이터\n",
"s_tod_his = pd.read_csv('seongnam/S_TOD_HIS_1702597659892.csv')\n",
"\n",
"# 인천시 신호이력 데이터\n",
"'''SELECT * FROM soitdspotintsoperhstr WHERE SPOT_INTS_ID BETWEEN 5031 AND 5047'''\n",
"csv_files = [f for f in os.listdir('incheon') if f.endswith('.csv')]\n",
"\n",
"dfs = []\n",
"for file in csv_files:\n",
" df_name = file.replace('.csv', '')\n",
" print(df_name)\n",
" globals()[df_name] = get_hstr(f'incheon/{file}')\n",
" dfs.append(globals()[df_name])\n",
" print(sorted([dt for dt in globals()[df_name]['수집날짜시각']])[0])\n",
" print(sorted([dt for dt in globals()[df_name]['수집날짜시각']])[-1])\n",
"dfs = [df[(df.수집날짜시각.dt.hour!=23)&df.수집날짜시각.dt.minute!=59] for df in dfs]\n",
"hstr = pd.concat(dfs).drop_duplicates()\n",
"hstr = hstr[hstr.수집날짜시각.dt.day >= 12]\n",
"hstr = hstr[hstr.현장교차로ID.isin(inter_nos)].sort_values(by='수집날짜시각').reset_index(drop=True)\n",
"hstr = hstr[['현장교차로ID', '수집날짜시각', '제어구분코드', '제어상태코드', '주기시간', '옵셋시간',\n",
" 'A링1현시시간', 'A링2현시시간', 'A링3현시시간', 'A링4현시시간',\n",
" 'A링5현시시간', 'A링6현시시간', 'A링7현시시간', 'A링8현시시간',\n",
" 'B링1현시시간', 'B링2현시시간', 'B링3현시시간', 'B링4현시시간',\n",
" 'B링5현시시간', 'B링6현시시간', 'B링7현시시간', 'B링8현시시간']]\n",
"print(len(hstr))\n",
"print(sorted([dt for dt in hstr['수집날짜시각'] if dt.hour != 23])[0])\n",
"print(sorted([dt for dt in hstr['수집날짜시각'] if dt.hour != 23])[-1])\n",
"hstr = hstr.sort_values(by=['현장교차로ID', '수집날짜시각']).reset_index(drop=True)"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[3 0]\n",
"[1 2 0 3]\n",
"제어구분코드\n",
"3 26696\n",
"0 5593\n",
"Name: count, dtype: int64\n",
"제어상태코드\n",
"1 25944\n",
"0 5519\n",
"2 751\n",
"3 75\n",
"Name: count, dtype: int64\n"
]
}
],
"source": [
"print(hstr.제어구분코드.unique())\n",
"print(hstr.제어상태코드.unique())\n",
"print(hstr.제어구분코드.value_counts())\n",
"print(hstr.제어상태코드.value_counts())\n",
"S0 = list(hstr[hstr.제어구분코드==0].index)\n",
"S3 = list(hstr[hstr.제어구분코드==3].index)\n",
"T0 = list(hstr[hstr.제어상태코드==0].index)\n",
"T1 = list(hstr[hstr.제어상태코드==1].index)\n",
"T2 = list(hstr[hstr.제어상태코드==2].index)\n",
"T3 = list(hstr[hstr.제어상태코드==3].index)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"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.value_counts())\n",
"print(hstr.제어상태코드.value_counts())\n",
"k=7\n",
"for j in range(2400,2500):\n",
" print(j)\n",
" i = S0[j]\n",
" context = range(i - k + 1, i + k)\n",
" with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
" display(hstr.iloc[context])"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [],
"source": [
"# k=7\n",
"# for j in range(10):\n",
"# print(j)\n",
"# i = T2[j]\n",
"# context = range(i - k + 1, i + k)\n",
"# with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
"# display(hstr.iloc[context])"
]
},
{
"cell_type": "code",
"execution_count": 99,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"j : 0 ~ 5593\n",
"\n",
"j=0 : ..., 1, 0, 2, 1, ...\n"
]
},
{
"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",
"\n",
" .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>...</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>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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>784</th>\n",
" <td>5031</td>\n",
" <td>2023-12-13 10:55:40</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>160</td>\n",
" <td>141</td>\n",
" <td>49</td>\n",
" <td>20</td>\n",
" <td>27</td>\n",
" <td>29</td>\n",
" <td>...</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>785</th>\n",
" <td>5031</td>\n",
" <td>2023-12-13 10:58:19</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>159</td>\n",
" <td>139</td>\n",
" <td>49</td>\n",
" <td>20</td>\n",
" <td>27</td>\n",
" <td>28</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>49</td>\n",
" <td>20</td>\n",
" <td>27</td>\n",
" <td>28</td>\n",
" <td>35</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>13 rows × 22 columns</p>\n",
"</div>"
],
"text/plain": [
" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
"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",
"775 5031 2023-12-13 10:29:00 3 1 160 140 49 \n",
"776 5031 2023-12-13 10:31:40 3 1 160 140 49 \n",
"777 5031 2023-12-13 10:34:20 3 1 160 140 49 \n",
"778 5031 2023-12-13 10:39:07 3 1 31 107 49 \n",
"779 5031 2023-12-13 10:41:27 0 0 140 87 37 \n",
"780 5031 2023-12-13 10:45:00 3 2 213 140 69 \n",
"781 5031 2023-12-13 10:47:40 3 1 160 140 49 \n",
"782 5031 2023-12-13 10:50:20 3 1 160 140 49 \n",
"783 5031 2023-12-13 10:53:00 3 1 160 140 49 \n",
"784 5031 2023-12-13 10:55:40 3 1 160 141 49 \n",
"785 5031 2023-12-13 10:58:19 3 1 159 139 49 \n",
"\n",
" A링2현시시간 A링3현시시간 A링4현시시간 ... A링7현시시간 A링8현시시간 B링1현시시간 B링2현시시간 \\\n",
"773 20 27 29 ... 0 0 49 20 \n",
"774 20 27 29 ... 0 0 49 20 \n",
"775 20 27 29 ... 0 0 49 20 \n",
"776 20 27 29 ... 0 0 49 20 \n",
"777 20 27 29 ... 0 0 49 20 \n",
"778 20 27 156 ... 0 0 49 20 \n",
"779 16 27 25 ... 0 0 37 16 \n",
"780 31 31 43 ... 0 0 69 31 \n",
"781 20 27 29 ... 0 0 49 20 \n",
"782 20 27 29 ... 0 0 49 20 \n",
"783 20 27 29 ... 0 0 49 20 \n",
"784 20 27 29 ... 0 0 49 20 \n",
"785 20 27 28 ... 0 0 49 20 \n",
"\n",
" B링3현시시간 B링4현시시간 B링5현시시간 B링6현시시간 B링7현시시간 B링8현시시간 \n",
"773 27 29 35 0 0 0 \n",
"774 27 29 35 0 0 0 \n",
"775 27 29 35 0 0 0 \n",
"776 27 29 35 0 0 0 \n",
"777 27 29 35 0 0 0 \n",
"778 27 156 35 0 0 0 \n",
"779 27 25 35 0 0 0 \n",
"780 31 43 39 0 0 0 \n",
"781 27 29 35 0 0 0 \n",
"782 27 29 35 0 0 0 \n",
"783 27 29 35 0 0 0 \n",
"784 27 29 35 0 0 0 \n",
"785 27 28 35 0 0 0 \n",
"\n",
"[13 rows x 22 columns]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"j=1 : ..., 1, 0, 2, 2, 1, ...\n"
]
},
{
"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",
"\n",
" .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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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",
" <tr>\n",
" <th>918</th>\n",
" <td>5031</td>\n",
" <td>2023-12-13 18:29:38</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>158</td>\n",
" <td>65</td>\n",
" <td>20</td>\n",
" <td>27</td>\n",
" <td>33</td>\n",
" <td>...</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>919</th>\n",
" <td>5031</td>\n",
" <td>2023-12-13 18:32:39</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>181</td>\n",
" <td>160</td>\n",
" <td>66</td>\n",
" <td>20</td>\n",
" <td>27</td>\n",
" <td>33</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>66</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",
" </tbody>\n",
"</table>\n",
"<p>13 rows × 22 columns</p>\n",
"</div>"
],
"text/plain": [
" 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",
"909 5031 2023-12-13 17:59:38 3 1 180 159 65 \n",
"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",
"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",
"918 5031 2023-12-13 18:29:38 3 1 180 158 65 \n",
"919 5031 2023-12-13 18:32:39 3 1 181 160 66 \n",
"\n",
" A링2현시시간 A링3현시시간 A링4현시시간 ... A링7현시시간 A링8현시시간 B링1현시시간 B링2현시시간 \\\n",
"907 20 27 33 ... 0 0 65 20 \n",
"908 20 27 33 ... 0 0 65 20 \n",
"909 20 27 33 ... 0 0 65 20 \n",
"910 20 27 33 ... 0 0 65 20 \n",
"911 20 27 33 ... 0 0 65 20 \n",
"912 20 27 161 ... 0 0 65 20 \n",
"913 16 27 25 ... 0 0 37 16 \n",
"914 31 31 48 ... 0 0 90 31 \n",
"915 25 31 40 ... 0 0 78 25 \n",
"916 20 27 33 ... 0 0 65 20 \n",
"917 20 27 32 ... 0 0 65 20 \n",
"918 20 27 33 ... 0 0 65 20 \n",
"919 20 27 33 ... 0 0 66 20 \n",
"\n",
" B링3현시시간 B링4현시시간 B링5현시시간 B링6현시시간 B링7현시시간 B링8현시시간 \n",
"907 27 33 35 0 0 0 \n",
"908 27 33 35 0 0 0 \n",
"909 27 33 35 0 0 0 \n",
"910 27 33 35 0 0 0 \n",
"911 27 33 35 0 0 0 \n",
"912 27 161 35 0 0 0 \n",
"913 27 25 35 0 0 0 \n",
"914 31 48 39 0 0 0 \n",
"915 31 40 39 0 0 0 \n",
"916 27 33 35 0 0 0 \n",
"917 27 32 35 0 0 0 \n",
"918 27 33 35 0 0 0 \n",
"919 27 33 35 0 0 0 \n",
"\n",
"[13 rows x 22 columns]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"j=2 : ..., 1, 0, 1, ...\n"
]
},
{
"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",
"\n",
" .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>...</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>...</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",
" <td>0</td>\n",
" <td>0</td>\n",
" <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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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",
" <tr>\n",
" <th>1039</th>\n",
" <td>5031</td>\n",
" <td>2023-12-14 00:07:00</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>140</td>\n",
" <td>1</td>\n",
" <td>37</td>\n",
" <td>16</td>\n",
" <td>27</td>\n",
" <td>25</td>\n",
" <td>...</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>1040</th>\n",
" <td>5031</td>\n",
" <td>2023-12-14 00:09:21</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>140</td>\n",
" <td>1</td>\n",
" <td>37</td>\n",
" <td>16</td>\n",
" <td>27</td>\n",
" <td>25</td>\n",
" <td>...</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",
" </tbody>\n",
"</table>\n",
"<p>13 rows × 22 columns</p>\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",
"1039 5031 2023-12-14 00:07:00 3 1 140 1 37 \n",
"1040 5031 2023-12-14 00:09:21 3 1 140 1 37 \n",
"\n",
" A링2현시시간 A링3현시시간 A링4현시시간 ... A링7현시시간 A링8현시시간 B링1현시시간 B링2현시시간 \\\n",
"1028 26 31 36 ... 0 0 54 26 \n",
"1029 17 29 27 ... 0 0 41 17 \n",
"1030 16 27 25 ... 0 0 37 16 \n",
"1031 16 27 25 ... 0 0 37 16 \n",
"1032 16 27 25 ... 0 0 37 16 \n",
"1033 16 27 25 ... 0 0 179 16 \n",
"1034 16 27 25 ... 0 0 37 16 \n",
"1035 16 27 25 ... 0 0 37 16 \n",
"1036 16 27 25 ... 0 0 37 16 \n",
"1037 16 27 25 ... 0 0 37 16 \n",
"1038 18 30 28 ... 0 0 43 18 \n",
"1039 16 27 25 ... 0 0 37 16 \n",
"1040 16 27 25 ... 0 0 37 16 \n",
"\n",
" B링3현시시간 B링4현시시간 B링5현시시간 B링6현시시간 B링7현시시간 B링8현시시간 \n",
"1028 31 36 39 0 0 0 \n",
"1029 29 27 38 0 0 0 \n",
"1030 27 25 35 0 0 0 \n",
"1031 27 25 35 0 0 0 \n",
"1032 27 25 35 0 0 0 \n",
"1033 27 25 35 0 0 0 \n",
"1034 27 25 35 0 0 0 \n",
"1035 27 25 35 0 0 0 \n",
"1036 27 25 35 0 0 0 \n",
"1037 27 25 35 0 0 0 \n",
"1038 30 28 39 0 0 0 \n",
"1039 27 25 35 0 0 0 \n",
"1040 27 25 35 0 0 0 \n",
"\n",
"[13 rows x 22 columns]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"j=8 : ..., 1, 0, 0, 2, 1, ...\n"
]
},
{
"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",
"\n",
" .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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>2637</th>\n",
" <td>5032</td>\n",
" <td>2023-12-13 05:32:20</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>...</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",
"<p>13 rows × 22 columns</p>\n",
"</div>"
],
"text/plain": [
" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
"2625 5032 2023-12-13 05:02:01 3 1 140 60 20 \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",
"2630 5032 2023-12-13 05:13:40 3 1 141 60 20 \n",
"2631 5032 2023-12-13 05:17:53 0 0 252 32 132 \n",
"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",
"2635 5032 2023-12-13 05:27:40 3 1 140 60 20 \n",
"2636 5032 2023-12-13 05:30:00 3 1 140 60 20 \n",
"2637 5032 2023-12-13 05:32:20 3 1 140 60 20 \n",
"\n",
" A링2현시시간 A링3현시시간 A링4현시시간 ... A링7현시시간 A링8현시시간 B링1현시시간 B링2현시시간 \\\n",
"2625 43 20 37 ... 0 0 20 43 \n",
"2626 43 20 37 ... 0 0 20 43 \n",
"2627 43 20 37 ... 0 0 20 43 \n",
"2628 43 20 37 ... 0 0 20 43 \n",
"2629 43 20 37 ... 0 0 20 43 \n",
"2630 43 20 38 ... 0 0 20 43 \n",
"2631 43 20 37 ... 0 0 132 43 \n",
"2632 24 19 37 ... 0 0 18 24 \n",
"2633 60 30 37 ... 0 0 30 60 \n",
"2634 45 21 37 ... 0 0 21 45 \n",
"2635 43 20 37 ... 0 0 20 43 \n",
"2636 43 20 37 ... 0 0 20 43 \n",
"2637 43 20 37 ... 0 0 20 43 \n",
"\n",
" B링3현시시간 B링4현시시간 B링5현시시간 B링6현시시간 B링7현시시간 B링8현시시간 \n",
"2625 20 37 20 0 0 0 \n",
"2626 20 37 20 0 0 0 \n",
"2627 20 37 20 0 0 0 \n",
"2628 20 37 20 0 0 0 \n",
"2629 20 37 19 0 0 0 \n",
"2630 20 38 20 0 0 0 \n",
"2631 20 37 20 0 0 0 \n",
"2632 19 37 19 0 0 0 \n",
"2633 30 37 29 0 0 0 \n",
"2634 21 37 21 0 0 0 \n",
"2635 20 37 20 0 0 0 \n",
"2636 20 37 20 0 0 0 \n",
"2637 20 37 20 0 0 0 \n",
"\n",
"[13 rows x 22 columns]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"j=9 : ..., 1, 0, 0, 2, 2, 1, ...\n"
]
},
{
"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",
"\n",
" .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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>...</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>2637</th>\n",
" <td>5032</td>\n",
" <td>2023-12-13 05:32:20</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>...</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>2638</th>\n",
" <td>5032</td>\n",
" <td>2023-12-13 05:34:40</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>...</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",
"<p>13 rows × 22 columns</p>\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",
"2630 5032 2023-12-13 05:13:40 3 1 141 60 20 \n",
"2631 5032 2023-12-13 05:17:53 0 0 252 32 132 \n",
"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",
"2635 5032 2023-12-13 05:27:40 3 1 140 60 20 \n",
"2636 5032 2023-12-13 05:30:00 3 1 140 60 20 \n",
"2637 5032 2023-12-13 05:32:20 3 1 140 60 20 \n",
"2638 5032 2023-12-13 05:34:40 3 1 140 61 20 \n",
"\n",
" A링2현시시간 A링3현시시간 A링4현시시간 ... A링7현시시간 A링8현시시간 B링1현시시간 B링2현시시간 \\\n",
"2626 43 20 37 ... 0 0 20 43 \n",
"2627 43 20 37 ... 0 0 20 43 \n",
"2628 43 20 37 ... 0 0 20 43 \n",
"2629 43 20 37 ... 0 0 20 43 \n",
"2630 43 20 38 ... 0 0 20 43 \n",
"2631 43 20 37 ... 0 0 132 43 \n",
"2632 24 19 37 ... 0 0 18 24 \n",
"2633 60 30 37 ... 0 0 30 60 \n",
"2634 45 21 37 ... 0 0 21 45 \n",
"2635 43 20 37 ... 0 0 20 43 \n",
"2636 43 20 37 ... 0 0 20 43 \n",
"2637 43 20 37 ... 0 0 20 43 \n",
"2638 43 20 37 ... 0 0 20 43 \n",
"\n",
" B링3현시시간 B링4현시시간 B링5현시시간 B링6현시시간 B링7현시시간 B링8현시시간 \n",
"2626 20 37 20 0 0 0 \n",
"2627 20 37 20 0 0 0 \n",
"2628 20 37 20 0 0 0 \n",
"2629 20 37 19 0 0 0 \n",
"2630 20 38 20 0 0 0 \n",
"2631 20 37 20 0 0 0 \n",
"2632 19 37 19 0 0 0 \n",
"2633 30 37 29 0 0 0 \n",
"2634 21 37 21 0 0 0 \n",
"2635 20 37 20 0 0 0 \n",
"2636 20 37 20 0 0 0 \n",
"2637 20 37 20 0 0 0 \n",
"2638 20 37 20 0 0 0 \n",
"\n",
"[13 rows x 22 columns]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"j=11 : ..., 1, 0, 0, 1, ...\n"
]
},
{
"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",
"\n",
" .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>...</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>2863</th>\n",
" <td>5032</td>\n",
" <td>2023-12-13 17:24:58</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>58</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>26</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2864</th>\n",
" <td>5032</td>\n",
" <td>2023-12-13 17:27:58</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>58</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>26</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2865</th>\n",
" <td>5032</td>\n",
" <td>2023-12-13 17:30:58</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>58</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>26</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2866</th>\n",
" <td>5032</td>\n",
" <td>2023-12-13 17:33:58</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>58</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>26</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2867</th>\n",
" <td>5032</td>\n",
" <td>2023-12-13 17:36:58</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>58</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>26</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2868</th>\n",
" <td>5032</td>\n",
" <td>2023-12-13 17:39:58</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>58</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>26</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2869</th>\n",
" <td>5032</td>\n",
" <td>2023-12-13 17:43:18</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>200</td>\n",
" <td>79</td>\n",
" <td>24</td>\n",
" <td>87</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>87</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>26</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2870</th>\n",
" <td>5032</td>\n",
" <td>2023-12-13 17:45:57</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>159</td>\n",
" <td>58</td>\n",
" <td>28</td>\n",
" <td>34</td>\n",
" <td>30</td>\n",
" <td>37</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>28</td>\n",
" <td>34</td>\n",
" <td>30</td>\n",
" <td>37</td>\n",
" <td>30</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2871</th>\n",
" <td>5032</td>\n",
" <td>2023-12-13 17:48:57</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>58</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>26</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2872</th>\n",
" <td>5032</td>\n",
" <td>2023-12-13 17:51:57</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>58</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>26</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2873</th>\n",
" <td>5032</td>\n",
" <td>2023-12-13 17:54:57</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>58</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>26</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2874</th>\n",
" <td>5032</td>\n",
" <td>2023-12-13 17:57:57</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>58</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>26</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2875</th>\n",
" <td>5032</td>\n",
" <td>2023-12-13 18:00:57</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>58</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>67</td>\n",
" <td>26</td>\n",
" <td>37</td>\n",
" <td>26</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>13 rows × 22 columns</p>\n",
"</div>"
],
"text/plain": [
" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
"2863 5032 2023-12-13 17:24:58 3 1 180 58 24 \n",
"2864 5032 2023-12-13 17:27:58 3 1 180 58 24 \n",
"2865 5032 2023-12-13 17:30:58 3 1 180 58 24 \n",
"2866 5032 2023-12-13 17:33:58 3 1 180 58 24 \n",
"2867 5032 2023-12-13 17:36:58 3 1 180 58 24 \n",
"2868 5032 2023-12-13 17:39:58 3 1 180 58 24 \n",
"2869 5032 2023-12-13 17:43:18 0 0 200 79 24 \n",
"2870 5032 2023-12-13 17:45:57 0 0 159 58 28 \n",
"2871 5032 2023-12-13 17:48:57 3 1 180 58 24 \n",
"2872 5032 2023-12-13 17:51:57 3 1 180 58 24 \n",
"2873 5032 2023-12-13 17:54:57 3 1 180 58 24 \n",
"2874 5032 2023-12-13 17:57:57 3 1 180 58 24 \n",
"2875 5032 2023-12-13 18:00:57 3 1 180 58 24 \n",
"\n",
" A링2현시시간 A링3현시시간 A링4현시시간 ... A링7현시시간 A링8현시시간 B링1현시시간 B링2현시시간 \\\n",
"2863 67 26 37 ... 0 0 24 67 \n",
"2864 67 26 37 ... 0 0 24 67 \n",
"2865 67 26 37 ... 0 0 24 67 \n",
"2866 67 26 37 ... 0 0 24 67 \n",
"2867 67 26 37 ... 0 0 24 67 \n",
"2868 67 26 37 ... 0 0 24 67 \n",
"2869 87 26 37 ... 0 0 24 87 \n",
"2870 34 30 37 ... 0 0 28 34 \n",
"2871 67 26 37 ... 0 0 24 67 \n",
"2872 67 26 37 ... 0 0 24 67 \n",
"2873 67 26 37 ... 0 0 24 67 \n",
"2874 67 26 37 ... 0 0 24 67 \n",
"2875 67 26 37 ... 0 0 24 67 \n",
"\n",
" B링3현시시간 B링4현시시간 B링5현시시간 B링6현시시간 B링7현시시간 B링8현시시간 \n",
"2863 26 37 26 0 0 0 \n",
"2864 26 37 26 0 0 0 \n",
"2865 26 37 26 0 0 0 \n",
"2866 26 37 26 0 0 0 \n",
"2867 26 37 26 0 0 0 \n",
"2868 26 37 26 0 0 0 \n",
"2869 26 37 26 0 0 0 \n",
"2870 30 37 30 0 0 0 \n",
"2871 26 37 26 0 0 0 \n",
"2872 26 37 26 0 0 0 \n",
"2873 26 37 26 0 0 0 \n",
"2874 26 37 26 0 0 0 \n",
"2875 26 37 26 0 0 0 \n",
"\n",
"[13 rows x 22 columns]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"j=20 : ..., 1, 0, 0, 0, 2, 2, 1, ...\n"
]
},
{
"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",
"\n",
" .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>...</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>6270</th>\n",
" <td>5034</td>\n",
" <td>2023-12-12 18:02:39</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>159</td>\n",
" <td>57</td>\n",
" <td>33</td>\n",
" <td>45</td>\n",
" <td>45</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>31</td>\n",
" <td>59</td>\n",
" <td>45</td>\n",
" <td>45</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6271</th>\n",
" <td>5034</td>\n",
" <td>2023-12-12 18:05:39</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>159</td>\n",
" <td>57</td>\n",
" <td>33</td>\n",
" <td>45</td>\n",
" <td>45</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>31</td>\n",
" <td>59</td>\n",
" <td>45</td>\n",
" <td>45</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6272</th>\n",
" <td>5034</td>\n",
" <td>2023-12-12 18:08:39</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>159</td>\n",
" <td>57</td>\n",
" <td>33</td>\n",
" <td>45</td>\n",
" <td>45</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>31</td>\n",
" <td>59</td>\n",
" <td>45</td>\n",
" <td>45</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6273</th>\n",
" <td>5034</td>\n",
" <td>2023-12-12 18:11:39</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>159</td>\n",
" <td>57</td>\n",
" <td>33</td>\n",
" <td>45</td>\n",
" <td>45</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>31</td>\n",
" <td>59</td>\n",
" <td>45</td>\n",
" <td>45</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6274</th>\n",
" <td>5034</td>\n",
" <td>2023-12-12 18:14:39</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>159</td>\n",
" <td>57</td>\n",
" <td>33</td>\n",
" <td>45</td>\n",
" <td>45</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>31</td>\n",
" <td>59</td>\n",
" <td>45</td>\n",
" <td>45</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6275</th>\n",
" <td>5034</td>\n",
" <td>2023-12-12 18:17:37</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>178</td>\n",
" <td>158</td>\n",
" <td>57</td>\n",
" <td>33</td>\n",
" <td>45</td>\n",
" <td>43</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>31</td>\n",
" <td>59</td>\n",
" <td>45</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6276</th>\n",
" <td>5034</td>\n",
" <td>2023-12-12 18:19:05</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>57</td>\n",
" <td>65</td>\n",
" <td>57</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>31</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6277</th>\n",
" <td>5034</td>\n",
" <td>2023-12-12 18:22:05</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>180</td>\n",
" <td>65</td>\n",
" <td>57</td>\n",
" <td>33</td>\n",
" <td>45</td>\n",
" <td>45</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>31</td>\n",
" <td>59</td>\n",
" <td>45</td>\n",
" <td>45</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6278</th>\n",
" <td>5034</td>\n",
" <td>2023-12-12 18:24:35</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>150</td>\n",
" <td>35</td>\n",
" <td>43</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6279</th>\n",
" <td>5034</td>\n",
" <td>2023-12-12 18:28:35</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>240</td>\n",
" <td>95</td>\n",
" <td>76</td>\n",
" <td>44</td>\n",
" <td>60</td>\n",
" <td>60</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>41</td>\n",
" <td>79</td>\n",
" <td>60</td>\n",
" <td>60</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6280</th>\n",
" <td>5034</td>\n",
" <td>2023-12-12 18:32:35</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>240</td>\n",
" <td>155</td>\n",
" <td>76</td>\n",
" <td>44</td>\n",
" <td>60</td>\n",
" <td>60</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>41</td>\n",
" <td>79</td>\n",
" <td>60</td>\n",
" <td>60</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6281</th>\n",
" <td>5034</td>\n",
" <td>2023-12-12 18:35:39</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>184</td>\n",
" <td>159</td>\n",
" <td>58</td>\n",
" <td>34</td>\n",
" <td>46</td>\n",
" <td>46</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>32</td>\n",
" <td>60</td>\n",
" <td>46</td>\n",
" <td>46</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6282</th>\n",
" <td>5034</td>\n",
" <td>2023-12-12 18:38:39</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>159</td>\n",
" <td>57</td>\n",
" <td>33</td>\n",
" <td>45</td>\n",
" <td>45</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>31</td>\n",
" <td>59</td>\n",
" <td>45</td>\n",
" <td>45</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>13 rows × 22 columns</p>\n",
"</div>"
],
"text/plain": [
" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
"6270 5034 2023-12-12 18:02:39 3 1 180 159 57 \n",
"6271 5034 2023-12-12 18:05:39 3 1 180 159 57 \n",
"6272 5034 2023-12-12 18:08:39 3 1 180 159 57 \n",
"6273 5034 2023-12-12 18:11:39 3 1 180 159 57 \n",
"6274 5034 2023-12-12 18:14:39 3 1 180 159 57 \n",
"6275 5034 2023-12-12 18:17:37 3 1 178 158 57 \n",
"6276 5034 2023-12-12 18:19:05 0 0 57 65 57 \n",
"6277 5034 2023-12-12 18:22:05 0 0 180 65 57 \n",
"6278 5034 2023-12-12 18:24:35 0 0 150 35 43 \n",
"6279 5034 2023-12-12 18:28:35 3 2 240 95 76 \n",
"6280 5034 2023-12-12 18:32:35 3 2 240 155 76 \n",
"6281 5034 2023-12-12 18:35:39 3 1 184 159 58 \n",
"6282 5034 2023-12-12 18:38:39 3 1 180 159 57 \n",
"\n",
" A링2현시시간 A링3현시시간 A링4현시시간 ... A링7현시시간 A링8현시시간 B링1현시시간 B링2현시시간 \\\n",
"6270 33 45 45 ... 0 0 31 59 \n",
"6271 33 45 45 ... 0 0 31 59 \n",
"6272 33 45 45 ... 0 0 31 59 \n",
"6273 33 45 45 ... 0 0 31 59 \n",
"6274 33 45 45 ... 0 0 31 59 \n",
"6275 33 45 43 ... 0 0 31 59 \n",
"6276 0 0 0 ... 0 0 31 0 \n",
"6277 33 45 45 ... 0 0 31 59 \n",
"6278 21 43 43 ... 0 0 21 43 \n",
"6279 44 60 60 ... 0 0 41 79 \n",
"6280 44 60 60 ... 0 0 41 79 \n",
"6281 34 46 46 ... 0 0 32 60 \n",
"6282 33 45 45 ... 0 0 31 59 \n",
"\n",
" B링3현시시간 B링4현시시간 B링5현시시간 B링6현시시간 B링7현시시간 B링8현시시간 \n",
"6270 45 45 0 0 0 0 \n",
"6271 45 45 0 0 0 0 \n",
"6272 45 45 0 0 0 0 \n",
"6273 45 45 0 0 0 0 \n",
"6274 45 45 0 0 0 0 \n",
"6275 45 43 0 0 0 0 \n",
"6276 0 0 0 0 0 0 \n",
"6277 45 45 0 0 0 0 \n",
"6278 43 43 0 0 0 0 \n",
"6279 60 60 0 0 0 0 \n",
"6280 60 60 0 0 0 0 \n",
"6281 46 46 0 0 0 0 \n",
"6282 45 45 0 0 0 0 \n",
"\n",
"[13 rows x 22 columns]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"j=24 : ..., 1, 0, 0, 2, 2, 2, 2, 2, 2, 3, 3, ...\n"
]
},
{
"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",
"\n",
" .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>6518</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:07:16</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>150</td>\n",
" <td>135</td>\n",
" <td>43</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6519</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:09:46</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>150</td>\n",
" <td>135</td>\n",
" <td>43</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6520</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:12:16</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>150</td>\n",
" <td>135</td>\n",
" <td>43</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6521</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:14:46</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>150</td>\n",
" <td>135</td>\n",
" <td>43</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6522</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:16:54</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>105</td>\n",
" <td>135</td>\n",
" <td>43</td>\n",
" <td>21</td>\n",
" <td>41</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>41</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6523</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:17:38</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>67</td>\n",
" <td>8</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>67</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>67</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6524</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:20:08</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>150</td>\n",
" <td>7</td>\n",
" <td>43</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6525</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:22:36</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>150</td>\n",
" <td>7</td>\n",
" <td>43</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6526</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:25:07</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>150</td>\n",
" <td>7</td>\n",
" <td>43</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6527</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:27:36</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>150</td>\n",
" <td>7</td>\n",
" <td>43</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6528</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:30:07</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>150</td>\n",
" <td>7</td>\n",
" <td>43</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6529</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:32:37</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>150</td>\n",
" <td>117</td>\n",
" <td>43</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6530</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:35:16</td>\n",
" <td>3</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>117</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>49</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6531</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:38:37</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>200</td>\n",
" <td>158</td>\n",
" <td>56</td>\n",
" <td>33</td>\n",
" <td>57</td>\n",
" <td>54</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>27</td>\n",
" <td>62</td>\n",
" <td>57</td>\n",
" <td>54</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6532</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:41:17</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>158</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>49</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6533</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:43:57</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>157</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>49</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6534</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:46:37</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>158</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>49</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6535</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:49:17</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>158</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>49</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6536</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:51:57</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>158</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>49</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6537</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:54:37</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>158</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>49</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6538</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:57:17</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>158</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>49</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6539</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 05:59:57</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>158</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>49</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6540</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 06:02:37</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>158</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>49</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6541</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 06:05:17</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>158</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>49</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6542</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 06:07:57</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>158</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>49</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6543</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 06:10:37</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>158</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>49</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6544</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 06:13:17</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>158</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>49</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6545</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 06:15:57</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>158</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>49</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6546</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 06:18:37</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>158</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>49</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6547</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 06:21:17</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>158</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>49</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6548</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 06:23:57</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>158</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>49</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6549</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 06:26:37</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>158</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>49</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6550</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 06:29:17</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>158</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>49</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6551</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 06:31:57</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>160</td>\n",
" <td>158</td>\n",
" <td>45</td>\n",
" <td>26</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>49</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6552</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 06:35:39</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>222</td>\n",
" <td>110</td>\n",
" <td>63</td>\n",
" <td>39</td>\n",
" <td>64</td>\n",
" <td>56</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>31</td>\n",
" <td>71</td>\n",
" <td>64</td>\n",
" <td>56</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6553</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 06:39:22</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>222</td>\n",
" <td>162</td>\n",
" <td>63</td>\n",
" <td>39</td>\n",
" <td>64</td>\n",
" <td>56</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>31</td>\n",
" <td>71</td>\n",
" <td>64</td>\n",
" <td>56</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6554</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 06:42:12</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>170</td>\n",
" <td>162</td>\n",
" <td>48</td>\n",
" <td>30</td>\n",
" <td>49</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>54</td>\n",
" <td>49</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6555</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 06:45:01</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>170</td>\n",
" <td>162</td>\n",
" <td>48</td>\n",
" <td>30</td>\n",
" <td>49</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>54</td>\n",
" <td>49</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6556</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 06:47:51</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>170</td>\n",
" <td>162</td>\n",
" <td>48</td>\n",
" <td>30</td>\n",
" <td>49</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>54</td>\n",
" <td>49</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6557</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 06:50:41</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>170</td>\n",
" <td>162</td>\n",
" <td>48</td>\n",
" <td>30</td>\n",
" <td>49</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>54</td>\n",
" <td>49</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6558</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 06:53:31</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>170</td>\n",
" <td>162</td>\n",
" <td>48</td>\n",
" <td>30</td>\n",
" <td>49</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>54</td>\n",
" <td>49</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6559</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 06:56:21</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>170</td>\n",
" <td>162</td>\n",
" <td>48</td>\n",
" <td>30</td>\n",
" <td>49</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>54</td>\n",
" <td>49</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6560</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 06:59:12</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>170</td>\n",
" <td>162</td>\n",
" <td>48</td>\n",
" <td>30</td>\n",
" <td>49</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>54</td>\n",
" <td>49</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6561</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 07:02:02</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>170</td>\n",
" <td>122</td>\n",
" <td>48</td>\n",
" <td>30</td>\n",
" <td>49</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>54</td>\n",
" <td>49</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6562</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 07:05:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>218</td>\n",
" <td>160</td>\n",
" <td>64</td>\n",
" <td>40</td>\n",
" <td>62</td>\n",
" <td>52</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>32</td>\n",
" <td>72</td>\n",
" <td>62</td>\n",
" <td>52</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6563</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 07:08:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6564</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 07:11:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6565</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 07:14:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6566</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 07:17:39</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6567</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 07:20:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6568</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 07:23:39</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6569</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 07:26:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6570</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 07:29:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6571</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 07:32:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6572</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 07:35:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6573</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 07:38:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6574</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 07:41:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6575</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 07:44:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6576</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 07:47:30</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>130</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>44</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>44</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6577</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 07:48:15</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>130</td>\n",
" <td>16</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>44</td>\n",
" <td>86</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>44</td>\n",
" <td>86</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6578</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 07:50:58</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>162</td>\n",
" <td>178</td>\n",
" <td>45</td>\n",
" <td>28</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>51</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6579</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 07:53:39</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>162</td>\n",
" <td>160</td>\n",
" <td>45</td>\n",
" <td>28</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>51</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6580</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 07:56:39</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6581</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 07:59:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6582</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 08:02:39</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6583</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 08:05:39</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6584</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 08:08:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6585</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 08:11:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6586</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 08:14:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6587</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 08:17:39</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6588</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 08:20:39</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6589</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 08:23:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6590</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 08:26:39</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6591</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 08:29:39</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6592</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 08:32:39</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6593</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 08:35:39</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6594</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 08:38:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6595</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 08:41:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6596</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 08:44:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6597</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 08:47:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6598</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 08:50:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6599</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 08:53:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6600</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 08:59:12</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>46</td>\n",
" <td>132</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>46</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>46</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6601</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 09:02:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>208</td>\n",
" <td>160</td>\n",
" <td>61</td>\n",
" <td>39</td>\n",
" <td>59</td>\n",
" <td>49</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>30</td>\n",
" <td>70</td>\n",
" <td>59</td>\n",
" <td>49</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6602</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 09:05:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6603</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 09:08:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6604</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 09:11:40</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>180</td>\n",
" <td>160</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6605</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 09:14:38</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>178</td>\n",
" <td>158</td>\n",
" <td>52</td>\n",
" <td>33</td>\n",
" <td>50</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>59</td>\n",
" <td>50</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6606</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 09:17:37</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>158</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6607</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 09:20:37</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>158</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6608</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 09:23:37</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>158</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6609</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 09:26:37</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>158</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6610</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 09:29:38</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>158</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6611</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 09:32:38</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>18</td>\n",
" <td>53</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>60</td>\n",
" <td>51</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6612</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 09:35:08</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>150</td>\n",
" <td>168</td>\n",
" <td>43</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6613</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 09:37:46</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>159</td>\n",
" <td>157</td>\n",
" <td>44</td>\n",
" <td>29</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>23</td>\n",
" <td>50</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6614</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 09:40:37</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>157</td>\n",
" <td>51</td>\n",
" <td>33</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>27</td>\n",
" <td>57</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6615</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 09:43:27</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>157</td>\n",
" <td>51</td>\n",
" <td>33</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>27</td>\n",
" <td>57</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6616</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 09:46:17</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>157</td>\n",
" <td>51</td>\n",
" <td>33</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>27</td>\n",
" <td>57</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6617</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 09:49:07</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>157</td>\n",
" <td>51</td>\n",
" <td>33</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>27</td>\n",
" <td>57</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6618</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 09:51:57</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>157</td>\n",
" <td>51</td>\n",
" <td>33</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>27</td>\n",
" <td>57</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6619</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 09:54:47</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>157</td>\n",
" <td>51</td>\n",
" <td>33</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>27</td>\n",
" <td>57</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6620</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 09:57:37</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>157</td>\n",
" <td>51</td>\n",
" <td>33</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>27</td>\n",
" <td>57</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</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",
"6518 5034 2023-12-13 05:07:16 3 1 150 135 43 \n",
"6519 5034 2023-12-13 05:09:46 3 1 150 135 43 \n",
"6520 5034 2023-12-13 05:12:16 3 1 150 135 43 \n",
"6521 5034 2023-12-13 05:14:46 3 1 150 135 43 \n",
"6522 5034 2023-12-13 05:16:54 3 1 105 135 43 \n",
"6523 5034 2023-12-13 05:17:38 0 0 67 8 0 \n",
"6524 5034 2023-12-13 05:20:08 0 0 150 7 43 \n",
"6525 5034 2023-12-13 05:22:36 3 2 150 7 43 \n",
"6526 5034 2023-12-13 05:25:07 3 2 150 7 43 \n",
"6527 5034 2023-12-13 05:27:36 3 2 150 7 43 \n",
"6528 5034 2023-12-13 05:30:07 3 2 150 7 43 \n",
"6529 5034 2023-12-13 05:32:37 3 2 150 117 43 \n",
"6530 5034 2023-12-13 05:35:16 3 3 160 117 45 \n",
"6531 5034 2023-12-13 05:38:37 0 3 200 158 56 \n",
"6532 5034 2023-12-13 05:41:17 0 3 160 158 45 \n",
"6533 5034 2023-12-13 05:43:57 0 3 160 157 45 \n",
"6534 5034 2023-12-13 05:46:37 0 3 160 158 45 \n",
"6535 5034 2023-12-13 05:49:17 0 3 160 158 45 \n",
"6536 5034 2023-12-13 05:51:57 0 3 160 158 45 \n",
"6537 5034 2023-12-13 05:54:37 0 3 160 158 45 \n",
"6538 5034 2023-12-13 05:57:17 0 3 160 158 45 \n",
"6539 5034 2023-12-13 05:59:57 0 3 160 158 45 \n",
"6540 5034 2023-12-13 06:02:37 0 3 160 158 45 \n",
"6541 5034 2023-12-13 06:05:17 0 3 160 158 45 \n",
"6542 5034 2023-12-13 06:07:57 0 3 160 158 45 \n",
"6543 5034 2023-12-13 06:10:37 0 3 160 158 45 \n",
"6544 5034 2023-12-13 06:13:17 0 3 160 158 45 \n",
"6545 5034 2023-12-13 06:15:57 0 3 160 158 45 \n",
"6546 5034 2023-12-13 06:18:37 0 3 160 158 45 \n",
"6547 5034 2023-12-13 06:21:17 0 3 160 158 45 \n",
"6548 5034 2023-12-13 06:23:57 0 3 160 158 45 \n",
"6549 5034 2023-12-13 06:26:37 0 3 160 158 45 \n",
"6550 5034 2023-12-13 06:29:17 0 3 160 158 45 \n",
"6551 5034 2023-12-13 06:31:57 0 3 160 158 45 \n",
"6552 5034 2023-12-13 06:35:39 0 3 222 110 63 \n",
"6553 5034 2023-12-13 06:39:22 0 3 222 162 63 \n",
"6554 5034 2023-12-13 06:42:12 0 3 170 162 48 \n",
"6555 5034 2023-12-13 06:45:01 0 3 170 162 48 \n",
"6556 5034 2023-12-13 06:47:51 0 3 170 162 48 \n",
"6557 5034 2023-12-13 06:50:41 0 3 170 162 48 \n",
"6558 5034 2023-12-13 06:53:31 0 3 170 162 48 \n",
"6559 5034 2023-12-13 06:56:21 0 3 170 162 48 \n",
"6560 5034 2023-12-13 06:59:12 0 3 170 162 48 \n",
"6561 5034 2023-12-13 07:02:02 0 3 170 122 48 \n",
"6562 5034 2023-12-13 07:05:40 0 3 218 160 64 \n",
"6563 5034 2023-12-13 07:08:40 0 3 180 160 53 \n",
"6564 5034 2023-12-13 07:11:40 0 3 180 160 53 \n",
"6565 5034 2023-12-13 07:14:40 0 3 180 160 53 \n",
"6566 5034 2023-12-13 07:17:39 0 3 180 160 53 \n",
"6567 5034 2023-12-13 07:20:40 0 3 180 160 53 \n",
"6568 5034 2023-12-13 07:23:39 0 3 180 160 53 \n",
"6569 5034 2023-12-13 07:26:40 0 3 180 160 53 \n",
"6570 5034 2023-12-13 07:29:40 0 3 180 160 53 \n",
"6571 5034 2023-12-13 07:32:40 0 3 180 160 53 \n",
"6572 5034 2023-12-13 07:35:40 0 3 180 160 53 \n",
"6573 5034 2023-12-13 07:38:40 0 3 180 160 53 \n",
"6574 5034 2023-12-13 07:41:40 0 3 180 160 53 \n",
"6575 5034 2023-12-13 07:44:40 0 3 180 160 53 \n",
"6576 5034 2023-12-13 07:47:30 0 3 130 160 53 \n",
"6577 5034 2023-12-13 07:48:15 0 3 130 16 0 \n",
"6578 5034 2023-12-13 07:50:58 0 3 162 178 45 \n",
"6579 5034 2023-12-13 07:53:39 0 3 162 160 45 \n",
"6580 5034 2023-12-13 07:56:39 0 3 180 160 53 \n",
"6581 5034 2023-12-13 07:59:40 0 3 180 160 53 \n",
"6582 5034 2023-12-13 08:02:39 0 3 180 160 53 \n",
"6583 5034 2023-12-13 08:05:39 0 3 180 160 53 \n",
"6584 5034 2023-12-13 08:08:40 0 3 180 160 53 \n",
"6585 5034 2023-12-13 08:11:40 0 3 180 160 53 \n",
"6586 5034 2023-12-13 08:14:40 0 3 180 160 53 \n",
"6587 5034 2023-12-13 08:17:39 0 3 180 160 53 \n",
"6588 5034 2023-12-13 08:20:39 0 3 180 160 53 \n",
"6589 5034 2023-12-13 08:23:40 0 3 180 160 53 \n",
"6590 5034 2023-12-13 08:26:39 0 3 180 160 53 \n",
"6591 5034 2023-12-13 08:29:39 0 3 180 160 53 \n",
"6592 5034 2023-12-13 08:32:39 0 3 180 160 53 \n",
"6593 5034 2023-12-13 08:35:39 0 3 180 160 53 \n",
"6594 5034 2023-12-13 08:38:40 0 3 180 160 53 \n",
"6595 5034 2023-12-13 08:41:40 0 3 180 160 53 \n",
"6596 5034 2023-12-13 08:44:40 0 3 180 160 53 \n",
"6597 5034 2023-12-13 08:47:40 0 3 180 160 53 \n",
"6598 5034 2023-12-13 08:50:40 0 3 180 160 53 \n",
"6599 5034 2023-12-13 08:53:40 0 3 180 160 53 \n",
"6600 5034 2023-12-13 08:59:12 0 3 46 132 0 \n",
"6601 5034 2023-12-13 09:02:40 0 3 208 160 61 \n",
"6602 5034 2023-12-13 09:05:40 0 3 180 160 53 \n",
"6603 5034 2023-12-13 09:08:40 0 3 180 160 53 \n",
"6604 5034 2023-12-13 09:11:40 0 3 180 160 53 \n",
"6605 5034 2023-12-13 09:14:38 0 0 178 158 52 \n",
"6606 5034 2023-12-13 09:17:37 3 1 180 158 53 \n",
"6607 5034 2023-12-13 09:20:37 3 1 180 158 53 \n",
"6608 5034 2023-12-13 09:23:37 3 1 180 158 53 \n",
"6609 5034 2023-12-13 09:26:37 3 1 180 158 53 \n",
"6610 5034 2023-12-13 09:29:38 3 1 180 158 53 \n",
"6611 5034 2023-12-13 09:32:38 3 1 180 18 53 \n",
"6612 5034 2023-12-13 09:35:08 3 2 150 168 43 \n",
"6613 5034 2023-12-13 09:37:46 3 2 159 157 44 \n",
"6614 5034 2023-12-13 09:40:37 3 1 170 157 51 \n",
"6615 5034 2023-12-13 09:43:27 3 1 170 157 51 \n",
"6616 5034 2023-12-13 09:46:17 3 1 170 157 51 \n",
"6617 5034 2023-12-13 09:49:07 3 1 170 157 51 \n",
"6618 5034 2023-12-13 09:51:57 3 1 170 157 51 \n",
"6619 5034 2023-12-13 09:54:47 3 1 170 157 51 \n",
"6620 5034 2023-12-13 09:57:37 3 1 170 157 51 \n",
"\n",
" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 A링7현시시간 A링8현시시간 B링1현시시간 \\\n",
"6518 21 43 43 0 0 0 0 21 \n",
"6519 21 43 43 0 0 0 0 21 \n",
"6520 21 43 43 0 0 0 0 21 \n",
"6521 21 43 43 0 0 0 0 21 \n",
"6522 21 41 0 0 0 0 0 21 \n",
"6523 0 0 67 0 0 0 0 0 \n",
"6524 21 43 43 0 0 0 0 21 \n",
"6525 21 43 43 0 0 0 0 21 \n",
"6526 21 43 43 0 0 0 0 21 \n",
"6527 21 43 43 0 0 0 0 21 \n",
"6528 21 43 43 0 0 0 0 21 \n",
"6529 21 43 43 0 0 0 0 21 \n",
"6530 26 46 43 0 0 0 0 22 \n",
"6531 33 57 54 0 0 0 0 27 \n",
"6532 26 46 43 0 0 0 0 22 \n",
"6533 26 46 43 0 0 0 0 22 \n",
"6534 26 46 43 0 0 0 0 22 \n",
"6535 26 46 43 0 0 0 0 22 \n",
"6536 26 46 43 0 0 0 0 22 \n",
"6537 26 46 43 0 0 0 0 22 \n",
"6538 26 46 43 0 0 0 0 22 \n",
"6539 26 46 43 0 0 0 0 22 \n",
"6540 26 46 43 0 0 0 0 22 \n",
"6541 26 46 43 0 0 0 0 22 \n",
"6542 26 46 43 0 0 0 0 22 \n",
"6543 26 46 43 0 0 0 0 22 \n",
"6544 26 46 43 0 0 0 0 22 \n",
"6545 26 46 43 0 0 0 0 22 \n",
"6546 26 46 43 0 0 0 0 22 \n",
"6547 26 46 43 0 0 0 0 22 \n",
"6548 26 46 43 0 0 0 0 22 \n",
"6549 26 46 43 0 0 0 0 22 \n",
"6550 26 46 43 0 0 0 0 22 \n",
"6551 26 46 43 0 0 0 0 22 \n",
"6552 39 64 56 0 0 0 0 31 \n",
"6553 39 64 56 0 0 0 0 31 \n",
"6554 30 49 43 0 0 0 0 24 \n",
"6555 30 49 43 0 0 0 0 24 \n",
"6556 30 49 43 0 0 0 0 24 \n",
"6557 30 49 43 0 0 0 0 24 \n",
"6558 30 49 43 0 0 0 0 24 \n",
"6559 30 49 43 0 0 0 0 24 \n",
"6560 30 49 43 0 0 0 0 24 \n",
"6561 30 49 43 0 0 0 0 24 \n",
"6562 40 62 52 0 0 0 0 32 \n",
"6563 33 51 43 0 0 0 0 26 \n",
"6564 33 51 43 0 0 0 0 26 \n",
"6565 33 51 43 0 0 0 0 26 \n",
"6566 33 51 43 0 0 0 0 26 \n",
"6567 33 51 43 0 0 0 0 26 \n",
"6568 33 51 43 0 0 0 0 26 \n",
"6569 33 51 43 0 0 0 0 26 \n",
"6570 33 51 43 0 0 0 0 26 \n",
"6571 33 51 43 0 0 0 0 26 \n",
"6572 33 51 43 0 0 0 0 26 \n",
"6573 33 51 43 0 0 0 0 26 \n",
"6574 33 51 43 0 0 0 0 26 \n",
"6575 33 51 43 0 0 0 0 26 \n",
"6576 33 44 0 0 0 0 0 26 \n",
"6577 0 44 86 0 0 0 0 0 \n",
"6578 28 46 43 0 0 0 0 22 \n",
"6579 28 46 43 0 0 0 0 22 \n",
"6580 33 51 43 0 0 0 0 26 \n",
"6581 33 51 43 0 0 0 0 26 \n",
"6582 33 51 43 0 0 0 0 26 \n",
"6583 33 51 43 0 0 0 0 26 \n",
"6584 33 51 43 0 0 0 0 26 \n",
"6585 33 51 43 0 0 0 0 26 \n",
"6586 33 51 43 0 0 0 0 26 \n",
"6587 33 51 43 0 0 0 0 26 \n",
"6588 33 51 43 0 0 0 0 26 \n",
"6589 33 51 43 0 0 0 0 26 \n",
"6590 33 51 43 0 0 0 0 26 \n",
"6591 33 51 43 0 0 0 0 26 \n",
"6592 33 51 43 0 0 0 0 26 \n",
"6593 33 51 43 0 0 0 0 26 \n",
"6594 33 51 43 0 0 0 0 26 \n",
"6595 33 51 43 0 0 0 0 26 \n",
"6596 33 51 43 0 0 0 0 26 \n",
"6597 33 51 43 0 0 0 0 26 \n",
"6598 33 51 43 0 0 0 0 26 \n",
"6599 33 51 43 0 0 0 0 26 \n",
"6600 0 0 46 0 0 0 0 0 \n",
"6601 39 59 49 0 0 0 0 30 \n",
"6602 33 51 43 0 0 0 0 26 \n",
"6603 33 51 43 0 0 0 0 26 \n",
"6604 33 51 43 0 0 0 0 26 \n",
"6605 33 50 43 0 0 0 0 26 \n",
"6606 33 51 43 0 0 0 0 26 \n",
"6607 33 51 43 0 0 0 0 26 \n",
"6608 33 51 43 0 0 0 0 26 \n",
"6609 33 51 43 0 0 0 0 26 \n",
"6610 33 51 43 0 0 0 0 26 \n",
"6611 33 51 43 0 0 0 0 26 \n",
"6612 21 43 43 0 0 0 0 21 \n",
"6613 29 43 43 0 0 0 0 23 \n",
"6614 33 43 43 0 0 0 0 27 \n",
"6615 33 43 43 0 0 0 0 27 \n",
"6616 33 43 43 0 0 0 0 27 \n",
"6617 33 43 43 0 0 0 0 27 \n",
"6618 33 43 43 0 0 0 0 27 \n",
"6619 33 43 43 0 0 0 0 27 \n",
"6620 33 43 43 0 0 0 0 27 \n",
"\n",
" B링2현시시간 B링3현시시간 B링4현시시간 B링5현시시간 B링6현시시간 B링7현시시간 B링8현시시간 \n",
"6518 43 43 43 0 0 0 0 \n",
"6519 43 43 43 0 0 0 0 \n",
"6520 43 43 43 0 0 0 0 \n",
"6521 43 43 43 0 0 0 0 \n",
"6522 43 41 0 0 0 0 0 \n",
"6523 0 0 67 0 0 0 0 \n",
"6524 43 43 43 0 0 0 0 \n",
"6525 43 43 43 0 0 0 0 \n",
"6526 43 43 43 0 0 0 0 \n",
"6527 43 43 43 0 0 0 0 \n",
"6528 43 43 43 0 0 0 0 \n",
"6529 43 43 43 0 0 0 0 \n",
"6530 49 46 43 0 0 0 0 \n",
"6531 62 57 54 0 0 0 0 \n",
"6532 49 46 43 0 0 0 0 \n",
"6533 49 46 43 0 0 0 0 \n",
"6534 49 46 43 0 0 0 0 \n",
"6535 49 46 43 0 0 0 0 \n",
"6536 49 46 43 0 0 0 0 \n",
"6537 49 46 43 0 0 0 0 \n",
"6538 49 46 43 0 0 0 0 \n",
"6539 49 46 43 0 0 0 0 \n",
"6540 49 46 43 0 0 0 0 \n",
"6541 49 46 43 0 0 0 0 \n",
"6542 49 46 43 0 0 0 0 \n",
"6543 49 46 43 0 0 0 0 \n",
"6544 49 46 43 0 0 0 0 \n",
"6545 49 46 43 0 0 0 0 \n",
"6546 49 46 43 0 0 0 0 \n",
"6547 49 46 43 0 0 0 0 \n",
"6548 49 46 43 0 0 0 0 \n",
"6549 49 46 43 0 0 0 0 \n",
"6550 49 46 43 0 0 0 0 \n",
"6551 49 46 43 0 0 0 0 \n",
"6552 71 64 56 0 0 0 0 \n",
"6553 71 64 56 0 0 0 0 \n",
"6554 54 49 43 0 0 0 0 \n",
"6555 54 49 43 0 0 0 0 \n",
"6556 54 49 43 0 0 0 0 \n",
"6557 54 49 43 0 0 0 0 \n",
"6558 54 49 43 0 0 0 0 \n",
"6559 54 49 43 0 0 0 0 \n",
"6560 54 49 43 0 0 0 0 \n",
"6561 54 49 43 0 0 0 0 \n",
"6562 72 62 52 0 0 0 0 \n",
"6563 60 51 43 0 0 0 0 \n",
"6564 60 51 43 0 0 0 0 \n",
"6565 60 51 43 0 0 0 0 \n",
"6566 60 51 43 0 0 0 0 \n",
"6567 60 51 43 0 0 0 0 \n",
"6568 60 51 43 0 0 0 0 \n",
"6569 60 51 43 0 0 0 0 \n",
"6570 60 51 43 0 0 0 0 \n",
"6571 60 51 43 0 0 0 0 \n",
"6572 60 51 43 0 0 0 0 \n",
"6573 60 51 43 0 0 0 0 \n",
"6574 60 51 43 0 0 0 0 \n",
"6575 60 51 43 0 0 0 0 \n",
"6576 60 44 0 0 0 0 0 \n",
"6577 0 44 86 0 0 0 0 \n",
"6578 51 46 43 0 0 0 0 \n",
"6579 51 46 43 0 0 0 0 \n",
"6580 60 51 43 0 0 0 0 \n",
"6581 60 51 43 0 0 0 0 \n",
"6582 60 51 43 0 0 0 0 \n",
"6583 60 51 43 0 0 0 0 \n",
"6584 60 51 43 0 0 0 0 \n",
"6585 60 51 43 0 0 0 0 \n",
"6586 60 51 43 0 0 0 0 \n",
"6587 60 51 43 0 0 0 0 \n",
"6588 60 51 43 0 0 0 0 \n",
"6589 60 51 43 0 0 0 0 \n",
"6590 60 51 43 0 0 0 0 \n",
"6591 60 51 43 0 0 0 0 \n",
"6592 60 51 43 0 0 0 0 \n",
"6593 60 51 43 0 0 0 0 \n",
"6594 60 51 43 0 0 0 0 \n",
"6595 60 51 43 0 0 0 0 \n",
"6596 60 51 43 0 0 0 0 \n",
"6597 60 51 43 0 0 0 0 \n",
"6598 60 51 43 0 0 0 0 \n",
"6599 60 51 43 0 0 0 0 \n",
"6600 0 0 46 0 0 0 0 \n",
"6601 70 59 49 0 0 0 0 \n",
"6602 60 51 43 0 0 0 0 \n",
"6603 60 51 43 0 0 0 0 \n",
"6604 60 51 43 0 0 0 0 \n",
"6605 59 50 43 0 0 0 0 \n",
"6606 60 51 43 0 0 0 0 \n",
"6607 60 51 43 0 0 0 0 \n",
"6608 60 51 43 0 0 0 0 \n",
"6609 60 51 43 0 0 0 0 \n",
"6610 60 51 43 0 0 0 0 \n",
"6611 60 51 43 0 0 0 0 \n",
"6612 43 43 43 0 0 0 0 \n",
"6613 50 43 43 0 0 0 0 \n",
"6614 57 43 43 0 0 0 0 \n",
"6615 57 43 43 0 0 0 0 \n",
"6616 57 43 43 0 0 0 0 \n",
"6617 57 43 43 0 0 0 0 \n",
"6618 57 43 43 0 0 0 0 \n",
"6619 57 43 43 0 0 0 0 \n",
"6620 57 43 43 0 0 0 0 "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"j=109 : ..., 1, 0, 0, 2, 2, 1, ...\n"
]
},
{
"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",
"\n",
" .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>...</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>6831</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 21:28:57</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>157</td>\n",
" <td>51</td>\n",
" <td>30</td>\n",
" <td>45</td>\n",
" <td>44</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>29</td>\n",
" <td>52</td>\n",
" <td>45</td>\n",
" <td>44</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6832</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 21:31:47</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>157</td>\n",
" <td>51</td>\n",
" <td>30</td>\n",
" <td>45</td>\n",
" <td>44</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>29</td>\n",
" <td>52</td>\n",
" <td>45</td>\n",
" <td>44</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6833</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 21:34:37</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>157</td>\n",
" <td>51</td>\n",
" <td>30</td>\n",
" <td>45</td>\n",
" <td>44</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>29</td>\n",
" <td>52</td>\n",
" <td>45</td>\n",
" <td>44</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6834</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 21:37:27</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>157</td>\n",
" <td>51</td>\n",
" <td>30</td>\n",
" <td>45</td>\n",
" <td>44</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>29</td>\n",
" <td>52</td>\n",
" <td>45</td>\n",
" <td>44</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6835</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 21:40:17</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>157</td>\n",
" <td>51</td>\n",
" <td>30</td>\n",
" <td>45</td>\n",
" <td>44</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>29</td>\n",
" <td>52</td>\n",
" <td>45</td>\n",
" <td>44</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6836</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 21:43:07</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>124</td>\n",
" <td>157</td>\n",
" <td>51</td>\n",
" <td>30</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>29</td>\n",
" <td>52</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6837</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 21:43:51</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>90</td>\n",
" <td>32</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>90</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>90</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6838</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 21:46:21</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>150</td>\n",
" <td>11</td>\n",
" <td>43</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6839</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 21:48:51</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>150</td>\n",
" <td>161</td>\n",
" <td>43</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6840</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 21:51:37</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>166</td>\n",
" <td>157</td>\n",
" <td>50</td>\n",
" <td>29</td>\n",
" <td>44</td>\n",
" <td>43</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>28</td>\n",
" <td>51</td>\n",
" <td>44</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6841</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 21:54:27</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>157</td>\n",
" <td>51</td>\n",
" <td>30</td>\n",
" <td>45</td>\n",
" <td>44</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>29</td>\n",
" <td>52</td>\n",
" <td>45</td>\n",
" <td>44</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6842</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 21:57:17</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>157</td>\n",
" <td>51</td>\n",
" <td>30</td>\n",
" <td>45</td>\n",
" <td>44</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>29</td>\n",
" <td>52</td>\n",
" <td>45</td>\n",
" <td>44</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6843</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 22:00:07</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>157</td>\n",
" <td>51</td>\n",
" <td>30</td>\n",
" <td>45</td>\n",
" <td>44</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>29</td>\n",
" <td>52</td>\n",
" <td>45</td>\n",
" <td>44</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>13 rows × 22 columns</p>\n",
"</div>"
],
"text/plain": [
" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
"6831 5034 2023-12-13 21:28:57 3 1 170 157 51 \n",
"6832 5034 2023-12-13 21:31:47 3 1 170 157 51 \n",
"6833 5034 2023-12-13 21:34:37 3 1 170 157 51 \n",
"6834 5034 2023-12-13 21:37:27 3 1 170 157 51 \n",
"6835 5034 2023-12-13 21:40:17 3 1 170 157 51 \n",
"6836 5034 2023-12-13 21:43:07 3 1 124 157 51 \n",
"6837 5034 2023-12-13 21:43:51 0 0 90 32 0 \n",
"6838 5034 2023-12-13 21:46:21 0 0 150 11 43 \n",
"6839 5034 2023-12-13 21:48:51 3 2 150 161 43 \n",
"6840 5034 2023-12-13 21:51:37 3 2 166 157 50 \n",
"6841 5034 2023-12-13 21:54:27 3 1 170 157 51 \n",
"6842 5034 2023-12-13 21:57:17 3 1 170 157 51 \n",
"6843 5034 2023-12-13 22:00:07 3 1 170 157 51 \n",
"\n",
" A링2현시시간 A링3현시시간 A링4현시시간 ... A링7현시시간 A링8현시시간 B링1현시시간 B링2현시시간 \\\n",
"6831 30 45 44 ... 0 0 29 52 \n",
"6832 30 45 44 ... 0 0 29 52 \n",
"6833 30 45 44 ... 0 0 29 52 \n",
"6834 30 45 44 ... 0 0 29 52 \n",
"6835 30 45 44 ... 0 0 29 52 \n",
"6836 30 43 0 ... 0 0 29 52 \n",
"6837 0 0 90 ... 0 0 0 0 \n",
"6838 21 43 43 ... 0 0 21 43 \n",
"6839 21 43 43 ... 0 0 21 43 \n",
"6840 29 44 43 ... 0 0 28 51 \n",
"6841 30 45 44 ... 0 0 29 52 \n",
"6842 30 45 44 ... 0 0 29 52 \n",
"6843 30 45 44 ... 0 0 29 52 \n",
"\n",
" B링3현시시간 B링4현시시간 B링5현시시간 B링6현시시간 B링7현시시간 B링8현시시간 \n",
"6831 45 44 0 0 0 0 \n",
"6832 45 44 0 0 0 0 \n",
"6833 45 44 0 0 0 0 \n",
"6834 45 44 0 0 0 0 \n",
"6835 45 44 0 0 0 0 \n",
"6836 43 0 0 0 0 0 \n",
"6837 0 90 0 0 0 0 \n",
"6838 43 43 0 0 0 0 \n",
"6839 43 43 0 0 0 0 \n",
"6840 44 43 0 0 0 0 \n",
"6841 45 44 0 0 0 0 \n",
"6842 45 44 0 0 0 0 \n",
"6843 45 44 0 0 0 0 \n",
"\n",
"[13 rows x 22 columns]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"j=111 : ..., 1, 0, 0, 2, 2, 2, 2, 1\n"
]
},
{
"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",
"\n",
" .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>...</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>6860</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 22:45:16</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>159</td>\n",
" <td>156</td>\n",
" <td>47</td>\n",
" <td>26</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>27</td>\n",
" <td>46</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6861</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 22:47:55</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>160</td>\n",
" <td>156</td>\n",
" <td>47</td>\n",
" <td>26</td>\n",
" <td>44</td>\n",
" <td>43</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>27</td>\n",
" <td>46</td>\n",
" <td>44</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6862</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 22:50:35</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>160</td>\n",
" <td>156</td>\n",
" <td>47</td>\n",
" <td>26</td>\n",
" <td>44</td>\n",
" <td>43</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>27</td>\n",
" <td>46</td>\n",
" <td>44</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6863</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 22:53:16</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>160</td>\n",
" <td>156</td>\n",
" <td>47</td>\n",
" <td>26</td>\n",
" <td>44</td>\n",
" <td>43</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>27</td>\n",
" <td>46</td>\n",
" <td>44</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6864</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 22:55:56</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>160</td>\n",
" <td>156</td>\n",
" <td>47</td>\n",
" <td>26</td>\n",
" <td>44</td>\n",
" <td>43</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>27</td>\n",
" <td>46</td>\n",
" <td>44</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6865</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 22:58:36</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>160</td>\n",
" <td>156</td>\n",
" <td>47</td>\n",
" <td>26</td>\n",
" <td>44</td>\n",
" <td>43</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>27</td>\n",
" <td>46</td>\n",
" <td>44</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6866</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 23:02:06</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>109</td>\n",
" <td>46</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>55</td>\n",
" <td>54</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>57</td>\n",
" <td>55</td>\n",
" <td>54</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6867</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 23:04:35</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>150</td>\n",
" <td>36</td>\n",
" <td>43</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6868</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 23:07:06</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>150</td>\n",
" <td>26</td>\n",
" <td>43</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6869</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 23:09:36</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>150</td>\n",
" <td>16</td>\n",
" <td>43</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6870</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 23:12:05</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>150</td>\n",
" <td>6</td>\n",
" <td>43</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6871</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 23:14:36</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>150</td>\n",
" <td>156</td>\n",
" <td>43</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>21</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6872</th>\n",
" <td>5034</td>\n",
" <td>2023-12-13 23:17:16</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>160</td>\n",
" <td>156</td>\n",
" <td>47</td>\n",
" <td>26</td>\n",
" <td>44</td>\n",
" <td>43</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>27</td>\n",
" <td>46</td>\n",
" <td>44</td>\n",
" <td>43</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>13 rows × 22 columns</p>\n",
"</div>"
],
"text/plain": [
" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
"6860 5034 2023-12-13 22:45:16 3 1 159 156 47 \n",
"6861 5034 2023-12-13 22:47:55 3 1 160 156 47 \n",
"6862 5034 2023-12-13 22:50:35 3 1 160 156 47 \n",
"6863 5034 2023-12-13 22:53:16 3 1 160 156 47 \n",
"6864 5034 2023-12-13 22:55:56 3 1 160 156 47 \n",
"6865 5034 2023-12-13 22:58:36 3 1 160 156 47 \n",
"6866 5034 2023-12-13 23:02:06 0 0 109 46 0 \n",
"6867 5034 2023-12-13 23:04:35 0 0 150 36 43 \n",
"6868 5034 2023-12-13 23:07:06 3 2 150 26 43 \n",
"6869 5034 2023-12-13 23:09:36 3 2 150 16 43 \n",
"6870 5034 2023-12-13 23:12:05 3 2 150 6 43 \n",
"6871 5034 2023-12-13 23:14:36 3 2 150 156 43 \n",
"6872 5034 2023-12-13 23:17:16 3 1 160 156 47 \n",
"\n",
" A링2현시시간 A링3현시시간 A링4현시시간 ... A링7현시시간 A링8현시시간 B링1현시시간 B링2현시시간 \\\n",
"6860 26 43 43 ... 0 0 27 46 \n",
"6861 26 44 43 ... 0 0 27 46 \n",
"6862 26 44 43 ... 0 0 27 46 \n",
"6863 26 44 43 ... 0 0 27 46 \n",
"6864 26 44 43 ... 0 0 27 46 \n",
"6865 26 44 43 ... 0 0 27 46 \n",
"6866 0 55 54 ... 0 0 0 57 \n",
"6867 21 43 43 ... 0 0 21 43 \n",
"6868 21 43 43 ... 0 0 21 43 \n",
"6869 21 43 43 ... 0 0 21 43 \n",
"6870 21 43 43 ... 0 0 21 43 \n",
"6871 21 43 43 ... 0 0 21 43 \n",
"6872 26 44 43 ... 0 0 27 46 \n",
"\n",
" B링3현시시간 B링4현시시간 B링5현시시간 B링6현시시간 B링7현시시간 B링8현시시간 \n",
"6860 43 43 0 0 0 0 \n",
"6861 44 43 0 0 0 0 \n",
"6862 44 43 0 0 0 0 \n",
"6863 44 43 0 0 0 0 \n",
"6864 44 43 0 0 0 0 \n",
"6865 44 43 0 0 0 0 \n",
"6866 55 54 0 0 0 0 \n",
"6867 43 43 0 0 0 0 \n",
"6868 43 43 0 0 0 0 \n",
"6869 43 43 0 0 0 0 \n",
"6870 43 43 0 0 0 0 \n",
"6871 43 43 0 0 0 0 \n",
"6872 44 43 0 0 0 0 \n",
"\n",
"[13 rows x 22 columns]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"j=132 : ..., 1, 0, 0, ....\n"
]
},
{
"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",
"\n",
" .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>...</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>21272</th>\n",
" <td>5041</td>\n",
" <td>2023-12-15 16:50:23</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>104</td>\n",
" <td>46</td>\n",
" <td>103</td>\n",
" <td>11</td>\n",
" <td>10</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>46</td>\n",
" <td>103</td>\n",
" <td>11</td>\n",
" <td>10</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21273</th>\n",
" <td>5041</td>\n",
" <td>2023-12-15 16:53:13</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>104</td>\n",
" <td>46</td>\n",
" <td>103</td>\n",
" <td>11</td>\n",
" <td>10</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>46</td>\n",
" <td>103</td>\n",
" <td>11</td>\n",
" <td>10</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21274</th>\n",
" <td>5041</td>\n",
" <td>2023-12-15 16:56:03</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>104</td>\n",
" <td>46</td>\n",
" <td>103</td>\n",
" <td>11</td>\n",
" <td>10</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>46</td>\n",
" <td>103</td>\n",
" <td>11</td>\n",
" <td>10</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21275</th>\n",
" <td>5041</td>\n",
" <td>2023-12-15 16:58:53</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>104</td>\n",
" <td>46</td>\n",
" <td>103</td>\n",
" <td>11</td>\n",
" <td>10</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>46</td>\n",
" <td>103</td>\n",
" <td>11</td>\n",
" <td>10</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21276</th>\n",
" <td>5042</td>\n",
" <td>2023-12-12 00:01:23</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>150</td>\n",
" <td>84</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>29</td>\n",
" <td>16</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>33</td>\n",
" <td>51</td>\n",
" <td>29</td>\n",
" <td>16</td>\n",
" <td>13</td>\n",
" <td>8</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23171</th>\n",
" <td>5042</td>\n",
" <td>2023-12-15 16:56:01</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>170</td>\n",
" <td>101</td>\n",
" <td>35</td>\n",
" <td>65</td>\n",
" <td>29</td>\n",
" <td>20</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>35</td>\n",
" <td>65</td>\n",
" <td>29</td>\n",
" <td>20</td>\n",
" <td>13</td>\n",
" <td>8</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23172</th>\n",
" <td>5042</td>\n",
" <td>2023-12-15 16:58:51</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>170</td>\n",
" <td>101</td>\n",
" <td>35</td>\n",
" <td>65</td>\n",
" <td>29</td>\n",
" <td>20</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>35</td>\n",
" <td>65</td>\n",
" <td>29</td>\n",
" <td>20</td>\n",
" <td>13</td>\n",
" <td>8</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23173</th>\n",
" <td>5043</td>\n",
" <td>2023-12-12 00:01:11</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>150</td>\n",
" <td>71</td>\n",
" <td>39</td>\n",
" <td>52</td>\n",
" <td>8</td>\n",
" <td>11</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>39</td>\n",
" <td>52</td>\n",
" <td>8</td>\n",
" <td>11</td>\n",
" <td>40</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23174</th>\n",
" <td>5043</td>\n",
" <td>2023-12-12 00:03:41</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>150</td>\n",
" <td>71</td>\n",
" <td>39</td>\n",
" <td>52</td>\n",
" <td>8</td>\n",
" <td>11</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>39</td>\n",
" <td>52</td>\n",
" <td>8</td>\n",
" <td>11</td>\n",
" <td>40</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23175</th>\n",
" <td>5043</td>\n",
" <td>2023-12-12 00:06:11</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>150</td>\n",
" <td>71</td>\n",
" <td>39</td>\n",
" <td>52</td>\n",
" <td>8</td>\n",
" <td>11</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>39</td>\n",
" <td>52</td>\n",
" <td>8</td>\n",
" <td>11</td>\n",
" <td>40</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>1904 rows × 22 columns</p>\n",
"</div>"
],
"text/plain": [
" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
"21272 5041 2023-12-15 16:50:23 3 1 170 104 46 \n",
"21273 5041 2023-12-15 16:53:13 3 1 170 104 46 \n",
"21274 5041 2023-12-15 16:56:03 3 1 170 104 46 \n",
"21275 5041 2023-12-15 16:58:53 3 1 170 104 46 \n",
"21276 5042 2023-12-12 00:01:23 0 0 150 84 33 \n",
"... ... ... ... ... ... ... ... \n",
"23171 5042 2023-12-15 16:56:01 0 0 170 101 35 \n",
"23172 5042 2023-12-15 16:58:51 0 0 170 101 35 \n",
"23173 5043 2023-12-12 00:01:11 3 1 150 71 39 \n",
"23174 5043 2023-12-12 00:03:41 3 1 150 71 39 \n",
"23175 5043 2023-12-12 00:06:11 3 1 150 71 39 \n",
"\n",
" A링2현시시간 A링3현시시간 A링4현시시간 ... A링7현시시간 A링8현시시간 B링1현시시간 B링2현시시간 \\\n",
"21272 103 11 10 ... 0 0 46 103 \n",
"21273 103 11 10 ... 0 0 46 103 \n",
"21274 103 11 10 ... 0 0 46 103 \n",
"21275 103 11 10 ... 0 0 46 103 \n",
"21276 51 29 16 ... 0 0 33 51 \n",
"... ... ... ... ... ... ... ... ... \n",
"23171 65 29 20 ... 0 0 35 65 \n",
"23172 65 29 20 ... 0 0 35 65 \n",
"23173 52 8 11 ... 0 0 39 52 \n",
"23174 52 8 11 ... 0 0 39 52 \n",
"23175 52 8 11 ... 0 0 39 52 \n",
"\n",
" B링3현시시간 B링4현시시간 B링5현시시간 B링6현시시간 B링7현시시간 B링8현시시간 \n",
"21272 11 10 0 0 0 0 \n",
"21273 11 10 0 0 0 0 \n",
"21274 11 10 0 0 0 0 \n",
"21275 11 10 0 0 0 0 \n",
"21276 29 16 13 8 0 0 \n",
"... ... ... ... ... ... ... \n",
"23171 29 20 13 8 0 0 \n",
"23172 29 20 13 8 0 0 \n",
"23173 8 11 40 0 0 0 \n",
"23174 8 11 40 0 0 0 \n",
"23175 8 11 40 0 0 0 \n",
"\n",
"[1904 rows x 22 columns]"
]
},
"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",
"k = 7\n",
"\n",
"print(f\"j : 0 ~ {len(S0)}\")\n",
"print()\n",
"\n",
"j = 0\n",
"print(\"j=0 : ..., 1, 0, 2, 1, ...\")\n",
"display(hstr.iloc[range(S0[j] - k + 1, S0[j] + k)])\n",
"\n",
"j = 1\n",
"print(\"j=1 : ..., 1, 0, 2, 2, 1, ...\")\n",
"display(hstr.iloc[range(S0[j] - k + 1, S0[j] + k)])\n",
"\n",
"j = 2\n",
"print(\"j=2 : ..., 1, 0, 1, ...\")\n",
"display(hstr.iloc[range(S0[j] - k + 1, S0[j] + k)])\n",
"\n",
"j = 8\n",
"print(\"j=8 : ..., 1, 0, 0, 2, 1, ...\")\n",
"display(hstr.iloc[range(S0[j] - k + 1, S0[j] + k)])\n",
"\n",
"j = 9\n",
"print(\"j=9 : ..., 1, 0, 0, 2, 2, 1, ...\")\n",
"display(hstr.iloc[range(S0[j] - k + 1, S0[j] + k)])\n",
"\n",
"j = 11\n",
"print(\"j=11 : ..., 1, 0, 0, 1, ...\")\n",
"display(hstr.iloc[range(S0[j] - k + 1, S0[j] + k)])\n",
"\n",
"j = 20\n",
"print(\"j=20 : ..., 1, 0, 0, 0, 2, 2, 1, ...\")\n",
"display(hstr.iloc[range(S0[j] - k + 1, S0[j] + k)])\n",
"\n",
"j = 24\n",
"print(\"j=24 : ..., 1, 0, 0, 2, 2, 2, 2, 2, 3, 3, ...\")\n",
"with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
" display(hstr.iloc[range(S0[j] - k + 1, S0[j] + k + 90)])\n",
"\n",
"j = 109\n",
"print(\"j=109 : ..., 1, 0, 0, 2, 2, 1, ...\")\n",
"display(hstr.iloc[range(S0[j] - k + 1, S0[j] + k)])\n",
"\n",
"j = 111\n",
"print(\"j=111 : ..., 1, 0, 0, 2, 2, 2, 2, 1, ...\")\n",
"display(hstr.iloc[range(S0[j] - k + 1, S0[j] + k)])\n",
"\n",
"j = 132\n",
"print(\"j=132 : ..., 1, 0, 0, ..., 0, 1, ...\")\n",
"display(hstr.iloc[range(S0[j] - k + 1, S0[j] + k+1891)])"
]
},
{
"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
}