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13675 lines
472 KiB
13675 lines
472 KiB
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [],
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"source": [
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"import pandas as pd\n",
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"import numpy as np\n",
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"import os\n",
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"import sumolib\n",
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"import random\n",
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"from tqdm import tqdm\n",
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"from datetime import datetime"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# A. 이동류 매칭"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"100%|██████████| 17280/17280 [00:58<00:00, 295.73it/s]\n"
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]
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},
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{
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"data": {
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"text/html": [
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"<div>\n",
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"<style scoped>\n",
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" .dataframe tbody tr th:only-of-type {\n",
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" vertical-align: middle;\n",
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" }\n",
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"\n",
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" .dataframe tbody tr th {\n",
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" .dataframe thead th {\n",
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" text-align: right;\n",
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" }\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
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" <tr style=\"text-align: right;\">\n",
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" <th></th>\n",
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" <th>inter_no</th>\n",
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" <th>phas_A</th>\n",
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" <th>phas_B</th>\n",
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" <th>move_A</th>\n",
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" <th>move_B</th>\n",
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" </tr>\n",
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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" <th>0</th>\n",
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" <td>175</td>\n",
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" <td>1</td>\n",
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" <td>1</td>\n",
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" <td>8</td>\n",
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" <td>4</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>1</th>\n",
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" <td>175</td>\n",
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" <td>2</td>\n",
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" <td>2</td>\n",
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" <td>7</td>\n",
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" <td>3</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>2</th>\n",
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" <td>175</td>\n",
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" <td>3</td>\n",
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" <td>3</td>\n",
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" <td>6</td>\n",
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" <td>1</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>3</th>\n",
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" <td>175</td>\n",
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" <td>3</td>\n",
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" <td>4</td>\n",
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" <td>6</td>\n",
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" <td>2</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>4</th>\n",
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" <td>175</td>\n",
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" <td>4</td>\n",
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" <td>4</td>\n",
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" <td>5</td>\n",
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" <td>2</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>5</th>\n",
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" <td>176</td>\n",
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" <td>1</td>\n",
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" <td>1</td>\n",
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" <td>8</td>\n",
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" <td>4</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>6</th>\n",
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" <td>176</td>\n",
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" <td>2</td>\n",
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" <td>2</td>\n",
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" <td>8</td>\n",
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" <td>3</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>7</th>\n",
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" <td>176</td>\n",
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" <td>3</td>\n",
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" <td>3</td>\n",
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" <td>5</td>\n",
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" <td>18</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>8</th>\n",
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" <td>177</td>\n",
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" <td>1</td>\n",
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" <td>1</td>\n",
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" <td>8</td>\n",
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" <td>4</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>9</th>\n",
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" <td>177</td>\n",
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" <td>2</td>\n",
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" <td>2</td>\n",
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" <td>7</td>\n",
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" <td>3</td>\n",
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" </tr>\n",
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" </tbody>\n",
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"</table>\n",
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"</div>"
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],
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"text/plain": [
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" inter_no phas_A phas_B move_A move_B\n",
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"0 175 1 1 8 4\n",
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"1 175 2 2 7 3\n",
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"2 175 3 3 6 1\n",
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"3 175 3 4 6 2\n",
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"4 175 4 4 5 2\n",
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"5 176 1 1 8 4\n",
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"6 176 2 2 8 3\n",
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"7 176 3 3 5 18\n",
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"8 177 1 1 8 4\n",
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"9 177 2 2 7 3"
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]
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},
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"execution_count": 2,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"# [이동류번호] 불러오기 (약 1분의 소요시간)\n",
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"path_moves = '../../Data/tables/moves/'\n",
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"csv_moves = os.listdir('../../Data/tables/moves/')\n",
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"moves = [pd.read_csv(path_moves + csv_move, index_col=0) for csv_move in tqdm(csv_moves)]\n",
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"match1 = pd.concat(moves).drop_duplicates().sort_values(by=['inter_no','phas_A','phas_B']).reset_index(drop=True)\n",
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"match1.head(10)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/html": [
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"<style scoped>\n",
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" .dataframe tbody tr th {\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
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" <tr style=\"text-align: right;\">\n",
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" <th></th>\n",
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" <th>inter_no</th>\n",
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" <th>phase_no</th>\n",
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" <th>ring_type</th>\n",
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" <th>move_no</th>\n",
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" </tr>\n",
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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" <th>0</th>\n",
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" <td>175</td>\n",
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" <td>1</td>\n",
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" <td>A</td>\n",
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" <td>8</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>0</th>\n",
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" <td>175</td>\n",
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" <td>1</td>\n",
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" <td>B</td>\n",
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" <td>4</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>1</th>\n",
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" <td>175</td>\n",
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" <td>2</td>\n",
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" <td>A</td>\n",
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" <td>7</td>\n",
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" </tr>\n",
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" <tr>\n",
|
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" <th>1</th>\n",
|
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" <td>175</td>\n",
|
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" <td>2</td>\n",
|
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" <td>B</td>\n",
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" <td>3</td>\n",
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" </tr>\n",
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" <tr>\n",
|
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" <th>2</th>\n",
|
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" <td>175</td>\n",
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" <td>3</td>\n",
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" <td>A</td>\n",
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" <td>6</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>2</th>\n",
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" <td>175</td>\n",
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" <td>3</td>\n",
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" <td>B</td>\n",
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" <td>1</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>4</th>\n",
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" <td>175</td>\n",
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" <td>4</td>\n",
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" <td>A</td>\n",
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" <td>5</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>3</th>\n",
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" <td>175</td>\n",
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" <td>4</td>\n",
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" <td>B</td>\n",
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" <td>2</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>5</th>\n",
|
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" <td>176</td>\n",
|
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" <td>1</td>\n",
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" <td>A</td>\n",
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" <td>8</td>\n",
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" </tr>\n",
|
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" <tr>\n",
|
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" <th>5</th>\n",
|
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" <td>176</td>\n",
|
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" <td>1</td>\n",
|
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" <td>B</td>\n",
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" <td>4</td>\n",
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" </tr>\n",
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" </tbody>\n",
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"</table>\n",
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"</div>"
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],
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"text/plain": [
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" inter_no phase_no ring_type move_no\n",
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"0 175 1 A 8\n",
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"0 175 1 B 4\n",
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"1 175 2 A 7\n",
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"1 175 2 B 3\n",
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"2 175 3 A 6\n",
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"2 175 3 B 1\n",
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"4 175 4 A 5\n",
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"3 175 4 B 2\n",
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"5 176 1 A 8\n",
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"5 176 1 B 4"
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]
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},
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"execution_count": 3,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
|
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"# 계층화 (inter_no, phas_A, phas_B, move_A, move_B) -> ('inter_no', 'phase_no', 'ring_type', 'move_no')\n",
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"matchA = match1[['inter_no', 'phas_A', 'move_A']].copy()\n",
|
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"matchA.columns = ['inter_no', 'phase_no', 'move_no']\n",
|
|
"matchA['ring_type'] = 'A'\n",
|
|
"matchB = match1[['inter_no', 'phas_B', 'move_B']].copy()\n",
|
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"matchB.columns = ['inter_no', 'phase_no', 'move_no']\n",
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"matchB['ring_type'] = 'B'\n",
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"match2 = pd.concat([matchA, matchB]).drop_duplicates()\n",
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"match2 = match2[['inter_no', 'phase_no', 'ring_type', 'move_no']]\n",
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"match2 = match2.sort_values(by=list(match2.columns))\n",
|
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"match2.head(10)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div>\n",
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"<style scoped>\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
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" <tr style=\"text-align: right;\">\n",
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" <th></th>\n",
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" <th>inter_no</th>\n",
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" <th>phase_no</th>\n",
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" <th>ring_type</th>\n",
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" <th>move_no</th>\n",
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" <th>inc_dir</th>\n",
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" <th>out_dir</th>\n",
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" </tr>\n",
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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" <th>0</th>\n",
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" <td>175</td>\n",
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" <td>1</td>\n",
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" <td>A</td>\n",
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" <td>8</td>\n",
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" <td>남</td>\n",
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" <td>북</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>1</th>\n",
|
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" <td>175</td>\n",
|
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" <td>1</td>\n",
|
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" <td>B</td>\n",
|
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" <td>4</td>\n",
|
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" <td>북</td>\n",
|
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" <td>남</td>\n",
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" </tr>\n",
|
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" <tr>\n",
|
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" <th>2</th>\n",
|
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" <td>175</td>\n",
|
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" <td>2</td>\n",
|
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" <td>A</td>\n",
|
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" <td>7</td>\n",
|
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" <td>북</td>\n",
|
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" <td>동</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>3</th>\n",
|
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" <td>175</td>\n",
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" <td>2</td>\n",
|
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" <td>B</td>\n",
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" <td>3</td>\n",
|
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" <td>남</td>\n",
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" <td>서</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>4</th>\n",
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" <td>175</td>\n",
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" <td>3</td>\n",
|
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" <td>A</td>\n",
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" <td>6</td>\n",
|
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" <td>동</td>\n",
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" <td>서</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>...</th>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" </tr>\n",
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" <tr>\n",
|
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" <th>59</th>\n",
|
|
" <td>210</td>\n",
|
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" <td>4</td>\n",
|
|
" <td>B</td>\n",
|
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" <td>3</td>\n",
|
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" <td>남</td>\n",
|
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" <td>서</td>\n",
|
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" </tr>\n",
|
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" <tr>\n",
|
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" <th>60</th>\n",
|
|
" <td>211</td>\n",
|
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" <td>1</td>\n",
|
|
" <td>A</td>\n",
|
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" <td>6</td>\n",
|
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" <td>동</td>\n",
|
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" <td>서</td>\n",
|
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" </tr>\n",
|
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" <tr>\n",
|
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" <th>61</th>\n",
|
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" <td>211</td>\n",
|
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" <td>1</td>\n",
|
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" <td>B</td>\n",
|
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" <td>2</td>\n",
|
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" <td>서</td>\n",
|
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" <td>동</td>\n",
|
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" </tr>\n",
|
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" <tr>\n",
|
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" <th>62</th>\n",
|
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" <td>211</td>\n",
|
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" <td>2</td>\n",
|
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" <td>A</td>\n",
|
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" <td>17</td>\n",
|
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" <td>NaN</td>\n",
|
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" <td>NaN</td>\n",
|
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" </tr>\n",
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" <tr>\n",
|
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" <th>63</th>\n",
|
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" <td>211</td>\n",
|
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" <td>2</td>\n",
|
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" <td>B</td>\n",
|
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" <td>18</td>\n",
|
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" <td>NaN</td>\n",
|
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" <td>NaN</td>\n",
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" </tr>\n",
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" </tbody>\n",
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"</table>\n",
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"<p>64 rows × 6 columns</p>\n",
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"</div>"
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],
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"text/plain": [
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" inter_no phase_no ring_type move_no inc_dir out_dir\n",
|
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"0 175 1 A 8 남 북\n",
|
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"1 175 1 B 4 북 남\n",
|
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"2 175 2 A 7 북 동\n",
|
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"3 175 2 B 3 남 서\n",
|
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"4 175 3 A 6 동 서\n",
|
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".. ... ... ... ... ... ...\n",
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"59 210 4 B 3 남 서\n",
|
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"60 211 1 A 6 동 서\n",
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"61 211 1 B 2 서 동\n",
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"62 211 2 A 17 NaN NaN\n",
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"63 211 2 B 18 NaN NaN\n",
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"\n",
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"[64 rows x 6 columns]"
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]
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},
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"execution_count": 4,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
|
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"source": [
|
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"# [nema 이동류목록] 불러오기 및 병합\n",
|
|
"nema = pd.read_csv('../../Data/tables/nema.csv', encoding='cp949')\n",
|
|
"match3 = pd.merge(match2, nema, how='left', on='move_no').drop_duplicates()\n",
|
|
"match3"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 5,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
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"text/html": [
|
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"<div>\n",
|
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"<style scoped>\n",
|
|
" .dataframe tbody tr th:only-of-type {\n",
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" vertical-align: middle;\n",
|
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" }\n",
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"\n",
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" .dataframe tbody tr th {\n",
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" vertical-align: top;\n",
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" }\n",
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"\n",
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" .dataframe thead th {\n",
|
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" text-align: right;\n",
|
|
" }\n",
|
|
"</style>\n",
|
|
"<table border=\"1\" class=\"dataframe\">\n",
|
|
" <thead>\n",
|
|
" <tr style=\"text-align: right;\">\n",
|
|
" <th></th>\n",
|
|
" <th>inter_no</th>\n",
|
|
" <th>phase_no</th>\n",
|
|
" <th>ring_type</th>\n",
|
|
" <th>move_no</th>\n",
|
|
" <th>inc_dir</th>\n",
|
|
" <th>out_dir</th>\n",
|
|
" <th>inc_angle</th>\n",
|
|
" <th>out_angle</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>0</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>A</td>\n",
|
|
" <td>8</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>179</td>\n",
|
|
" <td>004</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>B</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>003</td>\n",
|
|
" <td>176</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>A</td>\n",
|
|
" <td>7</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>001</td>\n",
|
|
" <td>095</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>B</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>179</td>\n",
|
|
" <td>270</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>4</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>A</td>\n",
|
|
" <td>6</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>090</td>\n",
|
|
" <td>270</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",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>59</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>B</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>270</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>60</th>\n",
|
|
" <td>211</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>A</td>\n",
|
|
" <td>6</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>090</td>\n",
|
|
" <td>270</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>61</th>\n",
|
|
" <td>211</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>B</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>270</td>\n",
|
|
" <td>090</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>62</th>\n",
|
|
" <td>211</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>A</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>63</th>\n",
|
|
" <td>211</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>B</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"<p>64 rows × 8 columns</p>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" inter_no phase_no ring_type move_no inc_dir out_dir inc_angle out_angle\n",
|
|
"0 175 1 A 8 남 북 179 004\n",
|
|
"1 175 1 B 4 북 남 003 176\n",
|
|
"2 175 2 A 7 북 동 001 095\n",
|
|
"3 175 2 B 3 남 서 179 270\n",
|
|
"4 175 3 A 6 동 서 090 270\n",
|
|
".. ... ... ... ... ... ... ... ...\n",
|
|
"59 210 4 B 3 남 서 180 270\n",
|
|
"60 211 1 A 6 동 서 090 270\n",
|
|
"61 211 1 B 2 서 동 270 090\n",
|
|
"62 211 2 A 17 NaN NaN NaN NaN\n",
|
|
"63 211 2 B 18 NaN NaN NaN NaN\n",
|
|
"\n",
|
|
"[64 rows x 8 columns]"
|
|
]
|
|
},
|
|
"execution_count": 5,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"# [방위각정보] 불러오기, 계층화, 병합\n",
|
|
"# 불러오기\n",
|
|
"dtype_dict = {f'angle_{alph}{j}':'str' for alph in ['A', 'B'] for j in range(1,9)}\n",
|
|
"angle_original = pd.read_csv('../../Data/tables/angle.csv', index_col=0, dtype = dtype_dict)\n",
|
|
"# 계층화\n",
|
|
"angle = []\n",
|
|
"for i, row in angle_original.iterrows():\n",
|
|
" angle_codes = row[[f'angle_{alph}{j}' for alph in ['A', 'B'] for j in range(1,9)]]\n",
|
|
" new = pd.DataFrame({'inter_no':[row.inter_no] * 16, 'phase_no':list(range(1, 9))*2, 'ring_type':['A'] * 8 + ['B'] * 8, 'angle_code':angle_codes.to_list()})\n",
|
|
" angle.append(new)\n",
|
|
"angle = pd.concat(angle)\n",
|
|
"angle = angle.dropna().reset_index(drop=True)\n",
|
|
"# 병합\n",
|
|
"six_chars = angle.angle_code.apply(lambda x:len(x)==6)\n",
|
|
"angle.loc[six_chars,'inc_angle'] = angle.angle_code.apply(lambda x:x[:3])\n",
|
|
"angle.loc[six_chars,'out_angle'] = angle.angle_code.apply(lambda x:x[3:])\n",
|
|
"angle = angle.drop('angle_code', axis=1)\n",
|
|
"match4 = pd.merge(match3, angle, how='left', left_on=['inter_no', 'phase_no', 'ring_type'],\n",
|
|
" right_on=['inter_no', 'phase_no', 'ring_type']).drop_duplicates()\n",
|
|
"match4"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 6,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# [네트워크], [교차로-노드 매칭], [교차로정보] 불러오기 \n",
|
|
"net = sumolib.net.readNet('../../Data/networks/SN_sample.net.xml')\n",
|
|
"inter_node = pd.read_csv('../../Data/tables/inter_node.csv', index_col=0)\n",
|
|
"inter_info = pd.read_csv('../../Data/tables/inter_info.csv', index_col=0)\n",
|
|
"\n",
|
|
"inter_node1 = inter_node[inter_node.inter_type == 'parent'].drop('inter_type', axis=1)\n",
|
|
"inter_info1 = inter_info[['inter_no', 'inter_lat', 'inter_lon']]\n",
|
|
"inter = pd.merge(inter_node1, inter_info1, how='left', left_on=['inter_no'],\n",
|
|
" right_on=['inter_no']).drop_duplicates()\n",
|
|
"\n",
|
|
"inter2node = dict(zip(inter['inter_no'], inter['node_id']))\n",
|
|
"\n",
|
|
"match5 = match4.copy()\n",
|
|
"# 진입진출ID 매칭\n",
|
|
"for index, row in match5.iterrows():\n",
|
|
" node_id = inter2node[row.inter_no]\n",
|
|
" node = net.getNode(node_id)\n",
|
|
" # 교차로의 모든 (from / to) edges\n",
|
|
" inc_edges = [edge for edge in node.getIncoming() if edge.getFunction() == ''] # incoming edges\n",
|
|
" out_edges = [edge for edge in node.getOutgoing() if edge.getFunction() == ''] # outgoing edges\n",
|
|
" # 교차로의 모든 (from / to) directions\n",
|
|
" inc_dirs = []\n",
|
|
" for inc_edge in inc_edges:\n",
|
|
" start = inc_edge.getShape()[-2]\n",
|
|
" end = inc_edge.getShape()[-1]\n",
|
|
" inc_dir = np.array(end) - np.array(start)\n",
|
|
" inc_dir = inc_dir / (inc_dir ** 2).sum() ** 0.5\n",
|
|
" inc_dirs.append(inc_dir)\n",
|
|
" out_dirs = []\n",
|
|
" for out_edge in out_edges:\n",
|
|
" start = out_edge.getShape()[0]\n",
|
|
" end = out_edge.getShape()[1]\n",
|
|
" out_dir = np.array(end) - np.array(start)\n",
|
|
" out_dir = out_dir / (out_dir ** 2).sum() ** 0.5\n",
|
|
" out_dirs.append(out_dir)\n",
|
|
" # 진입각, 진출각 불러오기\n",
|
|
" if not pd.isna(row.inc_angle):\n",
|
|
" inc_angle = int(row.inc_angle)\n",
|
|
" out_angle = int(row.out_angle)\n",
|
|
" # 방위각을 일반각으로 가공, 라디안 변환, 단위벡터로 변환\n",
|
|
" inc_angle = (-90 - inc_angle) % 360\n",
|
|
" inc_angle = inc_angle * np.pi / 180.\n",
|
|
" inc_dir_true = np.array([np.cos(inc_angle), np.sin(inc_angle)])\n",
|
|
" out_angle = (90 - out_angle) % 360\n",
|
|
" out_angle = out_angle * np.pi / 180.\n",
|
|
" out_dir_true = np.array([np.cos(out_angle), np.sin(out_angle)])\n",
|
|
" # 매칭 엣지 반환\n",
|
|
" inc_index = np.array([np.dot(inc_dir, inc_dir_true) for inc_dir in inc_dirs]).argmax()\n",
|
|
" out_index = np.array([np.dot(out_dir, out_dir_true) for out_dir in out_dirs]).argmax()\n",
|
|
" inc_edge_id = inc_edges[inc_index].getID()\n",
|
|
" out_edge_id = out_edges[out_index].getID()\n",
|
|
" match5.at[index, 'inc_edge'] = inc_edge_id\n",
|
|
" match5.at[index, 'out_edge'] = out_edge_id\n",
|
|
"match5['node_id'] = match5['inter_no'].map(inter2node)\n",
|
|
"# match5 = match5[['inter_no', 'node_id', 'move_no', 'inc_edge', 'out_edge']]\n",
|
|
"match5 = match5.sort_values(by=['inter_no', 'move_no']).reset_index(drop=True)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 7,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"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>inter_no</th>\n",
|
|
" <th>move_no</th>\n",
|
|
" <th>inc_dir</th>\n",
|
|
" <th>out_dir</th>\n",
|
|
" <th>inc_edge</th>\n",
|
|
" <th>out_edge</th>\n",
|
|
" <th>node_id</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>0</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>i0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>i0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>i0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>i0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>4</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>5</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>i0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>5</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>6</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>i0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>6</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>7</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>i0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>7</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>8</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>i0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>8</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>i0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>9</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>i0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>10</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>i0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>11</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>i0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>12</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>i0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>13</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>i0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>14</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>-571542810_01</td>\n",
|
|
" <td>571543469_01</td>\n",
|
|
" <td>i1</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>15</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>571542797_02.99</td>\n",
|
|
" <td>571542810_01</td>\n",
|
|
" <td>i1</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>16</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>5</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>571543469_02</td>\n",
|
|
" <td>-571542797_02.99</td>\n",
|
|
" <td>i1</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>17</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>8</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>-571542810_01</td>\n",
|
|
" <td>-571542797_02.99</td>\n",
|
|
" <td>i1</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>18</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>i1</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>19</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>i1</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>20</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>571542797_02.99</td>\n",
|
|
" <td>571543469_01</td>\n",
|
|
" <td>i1</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>21</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>571543469_02</td>\n",
|
|
" <td>571542810_01</td>\n",
|
|
" <td>i1</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>22</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>571542107_02</td>\n",
|
|
" <td>571542809_01</td>\n",
|
|
" <td>i2</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>23</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>-571542809_01</td>\n",
|
|
" <td>571542107_01</td>\n",
|
|
" <td>i2</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>24</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>-571542809_01</td>\n",
|
|
" <td>571542809_01</td>\n",
|
|
" <td>i2</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>25</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>571542811_02</td>\n",
|
|
" <td>571542809_01</td>\n",
|
|
" <td>i2</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>26</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>5</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>-571542809_01</td>\n",
|
|
" <td>571542811_01</td>\n",
|
|
" <td>i2</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>27</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>6</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>571542107_02</td>\n",
|
|
" <td>571542809_01</td>\n",
|
|
" <td>i2</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>28</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>7</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>571542811_02</td>\n",
|
|
" <td>571542107_01</td>\n",
|
|
" <td>i2</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>29</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>8</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>-571542809_01</td>\n",
|
|
" <td>571542811_01</td>\n",
|
|
" <td>i2</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>30</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>i2</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>31</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>i2</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>32</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>571542811_02</td>\n",
|
|
" <td>571542809_01</td>\n",
|
|
" <td>i2</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>33</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>-571542809_01</td>\n",
|
|
" <td>571542809_01</td>\n",
|
|
" <td>i2</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>34</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>-571542809_01</td>\n",
|
|
" <td>571542107_01</td>\n",
|
|
" <td>i2</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>35</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>571542107_02</td>\n",
|
|
" <td>571542811_01</td>\n",
|
|
" <td>i2</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>36</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>-571500475_01</td>\n",
|
|
" <td>571540304_01</td>\n",
|
|
" <td>i3</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>37</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>571540303_02.21</td>\n",
|
|
" <td>571500475_01</td>\n",
|
|
" <td>i3</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>38</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>571540304_02</td>\n",
|
|
" <td>571540303_01</td>\n",
|
|
" <td>i3</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>39</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>571556450_02</td>\n",
|
|
" <td>571540304_01</td>\n",
|
|
" <td>i3</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>40</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>5</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>571540303_02.21</td>\n",
|
|
" <td>571556450_01</td>\n",
|
|
" <td>i3</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>41</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>6</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>-571500475_01</td>\n",
|
|
" <td>571540303_01</td>\n",
|
|
" <td>i3</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>42</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>7</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>571556450_02</td>\n",
|
|
" <td>571500475_01</td>\n",
|
|
" <td>i3</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>43</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>8</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>571540304_02</td>\n",
|
|
" <td>571556450_01</td>\n",
|
|
" <td>i3</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>44</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>i3</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>45</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>i3</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>46</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>571556450_02</td>\n",
|
|
" <td>571540303_01</td>\n",
|
|
" <td>i3</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>47</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>571540303_02.21</td>\n",
|
|
" <td>571540304_01</td>\n",
|
|
" <td>i3</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>48</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>571540304_02</td>\n",
|
|
" <td>571500475_01</td>\n",
|
|
" <td>i3</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>49</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>-571500475_01</td>\n",
|
|
" <td>571556450_01</td>\n",
|
|
" <td>i3</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>50</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>571500617_02</td>\n",
|
|
" <td>571500569_01</td>\n",
|
|
" <td>i8</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>51</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>571500618_02</td>\n",
|
|
" <td>571500617_01</td>\n",
|
|
" <td>i8</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>52</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>-571500569_01</td>\n",
|
|
" <td>571500618_01</td>\n",
|
|
" <td>i8</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>53</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>571500583_01</td>\n",
|
|
" <td>571500569_01</td>\n",
|
|
" <td>i8</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>54</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>5</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>571500618_02</td>\n",
|
|
" <td>571500583_02</td>\n",
|
|
" <td>i8</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>55</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>6</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>571500617_02</td>\n",
|
|
" <td>571500618_01</td>\n",
|
|
" <td>i8</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>56</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>7</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>571500583_01</td>\n",
|
|
" <td>571500617_01</td>\n",
|
|
" <td>i8</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>57</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>8</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>-571500569_01</td>\n",
|
|
" <td>571500583_02</td>\n",
|
|
" <td>i8</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>58</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>i8</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>59</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>i8</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>60</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>571500583_01</td>\n",
|
|
" <td>571500618_01</td>\n",
|
|
" <td>i8</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>61</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>571500618_02</td>\n",
|
|
" <td>571500569_01</td>\n",
|
|
" <td>i8</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>62</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>-571500569_01</td>\n",
|
|
" <td>571500617_01</td>\n",
|
|
" <td>i8</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>63</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>571500617_02</td>\n",
|
|
" <td>571500583_02</td>\n",
|
|
" <td>i8</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>64</th>\n",
|
|
" <td>202</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>571510152_01</td>\n",
|
|
" <td>571510152_01.65</td>\n",
|
|
" <td>i9</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>65</th>\n",
|
|
" <td>202</td>\n",
|
|
" <td>6</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>571510152_02</td>\n",
|
|
" <td>-571510152_01</td>\n",
|
|
" <td>i9</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>66</th>\n",
|
|
" <td>202</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>i9</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>67</th>\n",
|
|
" <td>202</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>i9</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>68</th>\n",
|
|
" <td>206</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>571542073_01</td>\n",
|
|
" <td>571511538_02</td>\n",
|
|
" <td>i7</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>69</th>\n",
|
|
" <td>206</td>\n",
|
|
" <td>8</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>-571511538_02</td>\n",
|
|
" <td>571542073_02</td>\n",
|
|
" <td>i7</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>70</th>\n",
|
|
" <td>206</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>i7</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>71</th>\n",
|
|
" <td>206</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>i7</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>72</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>-571542115_01</td>\n",
|
|
" <td>571500585_01</td>\n",
|
|
" <td>i6</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>73</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>571500535_02.18</td>\n",
|
|
" <td>571542115_01</td>\n",
|
|
" <td>i6</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>74</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>571500585_02</td>\n",
|
|
" <td>571500535_01</td>\n",
|
|
" <td>i6</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>75</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>571511538_02.121</td>\n",
|
|
" <td>571500585_01</td>\n",
|
|
" <td>i6</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>76</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>5</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>571500535_02.18</td>\n",
|
|
" <td>571511538_01</td>\n",
|
|
" <td>i6</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>77</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>6</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>-571542115_01</td>\n",
|
|
" <td>571500535_01</td>\n",
|
|
" <td>i6</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>78</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>7</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>571511538_02.121</td>\n",
|
|
" <td>571542115_01</td>\n",
|
|
" <td>i6</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>79</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>8</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>571500585_02</td>\n",
|
|
" <td>571511538_01</td>\n",
|
|
" <td>i6</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>80</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>i6</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>81</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>i6</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>82</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>571511538_02.121</td>\n",
|
|
" <td>571500535_01</td>\n",
|
|
" <td>i6</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>83</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>571500535_02.18</td>\n",
|
|
" <td>571500585_01</td>\n",
|
|
" <td>i6</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>84</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>남</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>571500585_02</td>\n",
|
|
" <td>571542115_01</td>\n",
|
|
" <td>i6</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>85</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>21</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>북</td>\n",
|
|
" <td>-571542115_01</td>\n",
|
|
" <td>571511538_01</td>\n",
|
|
" <td>i6</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>86</th>\n",
|
|
" <td>211</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>571542116_02.96</td>\n",
|
|
" <td>571542116_02.164</td>\n",
|
|
" <td>c30</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>87</th>\n",
|
|
" <td>211</td>\n",
|
|
" <td>6</td>\n",
|
|
" <td>동</td>\n",
|
|
" <td>서</td>\n",
|
|
" <td>571542116_01</td>\n",
|
|
" <td>-571542116_02.96</td>\n",
|
|
" <td>c30</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>88</th>\n",
|
|
" <td>211</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>c30</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>89</th>\n",
|
|
" <td>211</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>None</td>\n",
|
|
" <td>c30</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" inter_no move_no inc_dir out_dir inc_edge out_edge \\\n",
|
|
"0 175 1 동 남 571545870_02 571542797_02 \n",
|
|
"1 175 2 서 동 571510153_02 571545870_01 \n",
|
|
"2 175 3 남 서 -571542797_02 571510153_01 \n",
|
|
"3 175 4 북 남 -571500487_01 571542797_02 \n",
|
|
"4 175 5 서 북 571510153_02 571500487_01 \n",
|
|
"5 175 6 동 서 571545870_02 571510153_01 \n",
|
|
"6 175 7 북 동 -571500487_01 571545870_01 \n",
|
|
"7 175 8 남 북 -571542797_02 571500487_01 \n",
|
|
"8 175 17 None None None None \n",
|
|
"9 175 18 None None None None \n",
|
|
"10 175 21 북 서 -571500487_01 571510153_01 \n",
|
|
"11 175 21 서 남 571510153_02 571542797_02 \n",
|
|
"12 175 21 남 동 -571542797_02 571545870_01 \n",
|
|
"13 175 21 동 북 571545870_02 571500487_01 \n",
|
|
"14 176 3 남 서 -571542810_01 571543469_01 \n",
|
|
"15 176 4 북 남 571542797_02.99 571542810_01 \n",
|
|
"16 176 5 서 북 571543469_02 -571542797_02.99 \n",
|
|
"17 176 8 남 북 -571542810_01 -571542797_02.99 \n",
|
|
"18 176 17 None None None None \n",
|
|
"19 176 18 None None None None \n",
|
|
"20 176 21 북 서 571542797_02.99 571543469_01 \n",
|
|
"21 176 21 서 남 571543469_02 571542810_01 \n",
|
|
"22 177 1 동 남 571542107_02 571542809_01 \n",
|
|
"23 177 2 서 동 -571542809_01 571542107_01 \n",
|
|
"24 177 3 남 서 -571542809_01 571542809_01 \n",
|
|
"25 177 4 북 남 571542811_02 571542809_01 \n",
|
|
"26 177 5 서 북 -571542809_01 571542811_01 \n",
|
|
"27 177 6 동 서 571542107_02 571542809_01 \n",
|
|
"28 177 7 북 동 571542811_02 571542107_01 \n",
|
|
"29 177 8 남 북 -571542809_01 571542811_01 \n",
|
|
"30 177 17 None None None None \n",
|
|
"31 177 18 None None None None \n",
|
|
"32 177 21 북 서 571542811_02 571542809_01 \n",
|
|
"33 177 21 서 남 -571542809_01 571542809_01 \n",
|
|
"34 177 21 남 동 -571542809_01 571542107_01 \n",
|
|
"35 177 21 동 북 571542107_02 571542811_01 \n",
|
|
"36 178 1 동 남 -571500475_01 571540304_01 \n",
|
|
"37 178 2 서 동 571540303_02.21 571500475_01 \n",
|
|
"38 178 3 남 서 571540304_02 571540303_01 \n",
|
|
"39 178 4 북 남 571556450_02 571540304_01 \n",
|
|
"40 178 5 서 북 571540303_02.21 571556450_01 \n",
|
|
"41 178 6 동 서 -571500475_01 571540303_01 \n",
|
|
"42 178 7 북 동 571556450_02 571500475_01 \n",
|
|
"43 178 8 남 북 571540304_02 571556450_01 \n",
|
|
"44 178 17 None None None None \n",
|
|
"45 178 18 None None None None \n",
|
|
"46 178 21 북 서 571556450_02 571540303_01 \n",
|
|
"47 178 21 서 남 571540303_02.21 571540304_01 \n",
|
|
"48 178 21 남 동 571540304_02 571500475_01 \n",
|
|
"49 178 21 동 북 -571500475_01 571556450_01 \n",
|
|
"50 201 1 동 남 571500617_02 571500569_01 \n",
|
|
"51 201 2 서 동 571500618_02 571500617_01 \n",
|
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"52 201 3 남 서 -571500569_01 571500618_01 \n",
|
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"53 201 4 북 남 571500583_01 571500569_01 \n",
|
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"54 201 5 서 북 571500618_02 571500583_02 \n",
|
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"55 201 6 동 서 571500617_02 571500618_01 \n",
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"56 201 7 북 동 571500583_01 571500617_01 \n",
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"57 201 8 남 북 -571500569_01 571500583_02 \n",
|
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"58 201 17 None None None None \n",
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"59 201 18 None None None None \n",
|
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"60 201 21 북 서 571500583_01 571500618_01 \n",
|
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"61 201 21 서 남 571500618_02 571500569_01 \n",
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"62 201 21 남 동 -571500569_01 571500617_01 \n",
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"63 201 21 동 북 571500617_02 571500583_02 \n",
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"64 202 2 서 동 571510152_01 571510152_01.65 \n",
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"65 202 6 동 서 571510152_02 -571510152_01 \n",
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"66 202 17 None None None None \n",
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"67 202 18 None None None None \n",
|
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"68 206 4 북 남 571542073_01 571511538_02 \n",
|
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"69 206 8 남 북 -571511538_02 571542073_02 \n",
|
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"70 206 17 None None None None \n",
|
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"71 206 18 None None None None \n",
|
|
"72 210 1 동 남 -571542115_01 571500585_01 \n",
|
|
"73 210 2 서 동 571500535_02.18 571542115_01 \n",
|
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"74 210 3 남 서 571500585_02 571500535_01 \n",
|
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"75 210 4 북 남 571511538_02.121 571500585_01 \n",
|
|
"76 210 5 서 북 571500535_02.18 571511538_01 \n",
|
|
"77 210 6 동 서 -571542115_01 571500535_01 \n",
|
|
"78 210 7 북 동 571511538_02.121 571542115_01 \n",
|
|
"79 210 8 남 북 571500585_02 571511538_01 \n",
|
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"80 210 17 None None None None \n",
|
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"81 210 18 None None None None \n",
|
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"82 210 21 북 서 571511538_02.121 571500535_01 \n",
|
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"83 210 21 서 남 571500535_02.18 571500585_01 \n",
|
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"84 210 21 남 동 571500585_02 571542115_01 \n",
|
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"85 210 21 동 북 -571542115_01 571511538_01 \n",
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"86 211 2 서 동 571542116_02.96 571542116_02.164 \n",
|
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"87 211 6 동 서 571542116_01 -571542116_02.96 \n",
|
|
"88 211 17 None None None None \n",
|
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"89 211 18 None None None None \n",
|
|
"\n",
|
|
" node_id \n",
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"0 i0 \n",
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"1 i0 \n",
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"2 i0 \n",
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"3 i0 \n",
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"4 i0 \n",
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"5 i0 \n",
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"6 i0 \n",
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"7 i0 \n",
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"8 i0 \n",
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"9 i0 \n",
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"10 i0 \n",
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"11 i0 \n",
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"12 i0 \n",
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"13 i0 \n",
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"14 i1 \n",
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"15 i1 \n",
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"16 i1 \n",
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"17 i1 \n",
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"18 i1 \n",
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"19 i1 \n",
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"20 i1 \n",
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"21 i1 \n",
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"22 i2 \n",
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"23 i2 \n",
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"24 i2 \n",
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"25 i2 \n",
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"27 i2 \n",
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"28 i2 \n",
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"29 i2 \n",
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"30 i2 \n",
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"31 i2 \n",
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"32 i2 \n",
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"33 i2 \n",
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"34 i2 \n",
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"35 i2 \n",
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"36 i3 \n",
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"37 i3 \n",
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"38 i3 \n",
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"39 i3 \n",
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"40 i3 \n",
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"41 i3 \n",
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"42 i3 \n",
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"43 i3 \n",
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"44 i3 \n",
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"45 i3 \n",
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"46 i3 \n",
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"47 i3 \n",
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"48 i3 \n",
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"49 i3 \n",
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"50 i8 \n",
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"51 i8 \n",
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"52 i8 \n",
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"53 i8 \n",
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"54 i8 \n",
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"55 i8 \n",
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"56 i8 \n",
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"57 i8 \n",
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"58 i8 \n",
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"59 i8 \n",
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"60 i8 \n",
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"61 i8 \n",
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"62 i8 \n",
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"63 i8 \n",
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"64 i9 \n",
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"65 i9 \n",
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"66 i9 \n",
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"67 i9 \n",
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"68 i7 \n",
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"69 i7 \n",
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"70 i7 \n",
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"71 i7 \n",
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"72 i6 \n",
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"73 i6 \n",
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"74 i6 \n",
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"75 i6 \n",
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"76 i6 \n",
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"77 i6 \n",
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"78 i6 \n",
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"79 i6 \n",
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"80 i6 \n",
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"81 i6 \n",
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"82 i6 \n",
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"83 i6 \n",
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"84 i6 \n",
|
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"85 i6 \n",
|
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"86 c30 \n",
|
|
"87 c30 \n",
|
|
"88 c30 \n",
|
|
"89 c30 "
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# 각 교차로에 대하여, 가능한 모든 이동류(1~18, 21)에 대한 진입·진출엣지ID를 지정한다.\n",
|
|
"# 모든 이동류에 대해 지정하므로, 시차제시 이전과 다른 이동류가 등장하더라도 항상 진입·진출 엣지 ID를 지정할 수 있다.\n",
|
|
"match6 = match5.copy().dropna()\n",
|
|
"match6 = match6[['inter_no', 'move_no', 'inc_dir', 'out_dir', 'inc_edge', 'out_edge', 'node_id']]\n",
|
|
"# (1) 가능한 (진입방향, 진출방향) 목록\n",
|
|
"flows = nema.dropna().apply(lambda row: (row['inc_dir'], row['out_dir']), axis=1).tolist()\n",
|
|
"# (2) 각 교차로별 방향 목록 : pdires\n",
|
|
"pdires = {}\n",
|
|
"for inter_no in match6.inter_no.unique():\n",
|
|
" dires = match6[match6.inter_no == inter_no][['inc_dir','out_dir']].values.flatten()\n",
|
|
" dires = {dire for dire in dires if type(dire)==str}\n",
|
|
" pdires[inter_no] = dires\n",
|
|
"# (3) 각 (교차로, 진입방향) 별 진입id 목록 : inc2id\n",
|
|
"inc2id = {}\n",
|
|
"for inter_no in match6.inter_no.unique():\n",
|
|
" for inc_dir in pdires[inter_no]:\n",
|
|
" df = match6[(match6.inter_no==inter_no) & (match6.inc_dir==inc_dir)]\n",
|
|
" inc2id[(inter_no, inc_dir)] = df.inc_edge.iloc[0]\n",
|
|
"# (4) 각 (교차로, 진출방향) 별 진출id 목록 : out2id\n",
|
|
"out2id = {}\n",
|
|
"for inter_no in match6.inter_no.unique():\n",
|
|
" for out_dir in pdires[inter_no]:\n",
|
|
" df = match6[(match6.inter_no==inter_no) & (match6.out_dir==out_dir)]\n",
|
|
" out2id[(inter_no, out_dir)] = df.out_edge.iloc[0]\n",
|
|
"# (5) 각 교차로별 가능한 (진입방향, 진출방향) 목록 : pflows\n",
|
|
"pflow = {}\n",
|
|
"for inter_no in match6.inter_no.unique():\n",
|
|
" pflow[inter_no] = [flow for flow in flows if set(flow).issubset(pdires[inter_no])]\n",
|
|
"# (6) 가능한 이동류에 대하여 진입id, 진출id 배정 : matching\n",
|
|
"inter2node = dict(zip(match6['inter_no'], match6['node_id']))\n",
|
|
"dires_right = ['북', '서', '남', '동', '북']\n",
|
|
"matching = []\n",
|
|
"for inter_no in match6.inter_no.unique():\n",
|
|
" node_id = inter2node[inter_no]\n",
|
|
" # 좌회전과 직진\n",
|
|
" for (inc_dir, out_dir) in pflow[inter_no]:\n",
|
|
" move_no = nema[(nema.inc_dir==inc_dir) & (nema.out_dir==out_dir)].move_no.iloc[0]\n",
|
|
" inc_edge = inc2id[(inter_no, inc_dir)]\n",
|
|
" out_edge = out2id[(inter_no, out_dir)]\n",
|
|
" new_row = pd.DataFrame({'inter_no':[inter_no], 'move_no':[move_no],\n",
|
|
" 'inc_dir':[inc_dir], 'out_dir':[out_dir],\n",
|
|
" 'inc_edge':[inc_edge], 'out_edge':[out_edge], 'node_id':[node_id]})\n",
|
|
" matching.append(new_row)\n",
|
|
" # 보행신호(17), 전적색(18)\n",
|
|
" new_row = pd.DataFrame({'inter_no':[inter_no] * 2, 'move_no':[17, 18],\n",
|
|
" 'inc_dir':[None]*2, 'out_dir':[None]*2,\n",
|
|
" 'inc_edge':[None]*2, 'out_edge':[None]*2, 'node_id':[node_id]*2})\n",
|
|
" matching.append(new_row)\n",
|
|
" # 신호우회전(21)\n",
|
|
" for d in range(len(dires_right)-1):\n",
|
|
" inc_dir = dires_right[d]\n",
|
|
" out_dir = dires_right[d+1]\n",
|
|
" if {inc_dir, out_dir}.issubset(pdires[inter_no]):\n",
|
|
" inc_edge = inc2id[(inter_no, inc_dir)]\n",
|
|
" out_edge = out2id[(inter_no, out_dir)]\n",
|
|
" new_row = pd.DataFrame({'inter_no':[inter_no], 'move_no':[21],\n",
|
|
" 'inc_dir':[inc_dir], 'out_dir':[out_dir],\n",
|
|
" 'inc_edge':[inc_edge], 'out_edge':[out_edge], 'node_id':[node_id]})\n",
|
|
" matching.append(new_row)\n",
|
|
"matching = pd.concat(matching)\n",
|
|
"matching = matching.sort_values(by=['inter_no', 'move_no']).reset_index(drop=True)\n",
|
|
"with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
|
|
" display(matching)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# B. 5초 간격으로 이동류번호 수집"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"100%|██████████| 17280/17280 [02:03<00:00, 139.94it/s]\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"# 5초 단위로 이동류번호 저장 및 신호이력에서 유닉스시각 가져와서 표시, 한시간동안의 데이터만 보관\n",
|
|
"midnight = int(datetime(2024, 1, 5, 0, 0, 0).timestamp())\n",
|
|
"next_day = int(datetime(2024, 1, 6, 0, 0, 0).timestamp())\n",
|
|
"fsecs = range(midnight, next_day, 5) # fsecs : unix time by Five SECondS\n",
|
|
"time2move = dict(zip(fsecs,moves)) # move : 어느 순간의 이동류정보\n",
|
|
"history = pd.read_csv('../../Data/tables/history.csv', index_col=0)\n",
|
|
"\n",
|
|
"time2movement = {} # movement : 어느 순간의, 그 순간으로부터 한시간 동안의 (교차로번호 + 현시별이동류번호 + 시작시간)\n",
|
|
"# - 아래 절차를 5초마다 반복\n",
|
|
"for fsec in tqdm(fsecs): # fsec : unix time by Five SECond\n",
|
|
" # 1. 상태 테이블 조회해서 전체 데이터중 필요데이터(교차로번호, A링 현시번호, A링 이동류번호, B링 현시번호, B링 이동류번호)만 수집 : A\n",
|
|
" move = time2move[fsec]\n",
|
|
" # 2. 이력 테이블 조회해서 교차로별로 유닉스시간 최대인 데이터(교차로변호, 종료유닉스타임)만 수집 : B\n",
|
|
" recent_histories = [group.iloc[-1:] for _, group in history[history['end_unix'] < fsec].groupby('inter_no')] # 교차로별로 유닉스시간이 최대인 행들\n",
|
|
" if not recent_histories:\n",
|
|
" rhistory = pd.DataFrame({'inter_no':[], 'end_unix':[]}) # recent history\n",
|
|
" else:\n",
|
|
" rhistory = pd.concat(recent_histories)\n",
|
|
" recent_unix = rhistory[['inter_no', 'end_unix']]\n",
|
|
" # 3. 상태 테이블 조회정보(A)와 이력 테이블 조회정보(B) 조인(키값 : 교차로번호) : C\n",
|
|
" move = pd.merge(move, recent_unix, how='left', on='inter_no')\n",
|
|
" move['end_unix'] = move['end_unix'].fillna(0).astype(int)\n",
|
|
" move = move.drop_duplicates()\n",
|
|
" # 4. C데이터 프레임에 신규 컬럼(시작 유닉스타임) 생성 후 종료유닉스 타임 값 입력, 종료 유닉스 타임 컬럼 제거\n",
|
|
" move = move.rename(columns = {'end_unix':'start_unix'})\n",
|
|
" # 5. 이동류 이력정보 READ\n",
|
|
" # - CSV 파일로 서버에 저장된 이동류정보를 읽어옴(파일이 없는 경우에는 데이터가 없는 프레임 D 생성)\n",
|
|
" try:\n",
|
|
" if isinstance(movement, pd.DataFrame): # movement가 존재할 경우 그걸 그대로 씀.\n",
|
|
" pass\n",
|
|
" else: \n",
|
|
" movement = pd.DataFrame()\n",
|
|
" except NameError: # movement가 존재하지 않는 경우 생성\n",
|
|
" movement = pd.DataFrame()\n",
|
|
" # 6. 이동류 이력정보 데이터테이블(D)에 C데이터 add\n",
|
|
" movement = pd.concat([movement, move])\n",
|
|
" # 7. D데이터 프레임에서 중복데이터 제거(교차로번호, 시작 유닉스타임, A링 현시번호, B링 현시번호 같은 행은 제거)\n",
|
|
" movement = movement.drop_duplicates(['inter_no','phas_A','phas_B','start_unix'])\n",
|
|
" # 8. D데이터 보관 시간 기준시간을 시작 유닉스 타임의 최대값 - 3600을 값으로 산출하고, 보관 시간 기준시간보다 작은 시작 유닉스 타임을 가진 행은 모두 제거(1시간 데이터만 보관)\n",
|
|
" movement = movement[movement.start_unix > fsec - 3600]\n",
|
|
" start_unix_min = movement.start_unix.min()\n",
|
|
" start_unix_max = movement.start_unix.max()\n",
|
|
" movement = movement.sort_values(by=['start_unix','inter_no','phas_A','phas_B']).reset_index(drop=True)\n",
|
|
"\n",
|
|
" time2movement[fsec] = movement\n",
|
|
" movement.to_csv(f'../../Data/tables/movements/movements_{fsec}.csv')\n",
|
|
"\n",
|
|
"# 각 movement들의 길이 시각화\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"plt.plot(fsecs, [len(time2movement[fsec]) for fsec in fsecs])\n",
|
|
"plt.close()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# C. 5분 간격으로 신호이력 수집 및 통합테이블 생성"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"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>inter_no</th>\n",
|
|
" <th>start_hour</th>\n",
|
|
" <th>start_minute</th>\n",
|
|
" <th>dura_A1</th>\n",
|
|
" <th>dura_A2</th>\n",
|
|
" <th>dura_A3</th>\n",
|
|
" <th>dura_A4</th>\n",
|
|
" <th>dura_A5</th>\n",
|
|
" <th>dura_A6</th>\n",
|
|
" <th>dura_A7</th>\n",
|
|
" <th>...</th>\n",
|
|
" <th>dura_B1</th>\n",
|
|
" <th>dura_B2</th>\n",
|
|
" <th>dura_B3</th>\n",
|
|
" <th>dura_B4</th>\n",
|
|
" <th>dura_B5</th>\n",
|
|
" <th>dura_B6</th>\n",
|
|
" <th>dura_B7</th>\n",
|
|
" <th>dura_B8</th>\n",
|
|
" <th>cycle</th>\n",
|
|
" <th>offset</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>0</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>...</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>59</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>7</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>...</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>59</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>40</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>9</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>...</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>59</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>...</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>59</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>18</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>4</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>73</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>...</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>73</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>150</td>\n",
|
|
" <td>131</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"<p>5 rows × 21 columns</p>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" inter_no start_hour start_minute dura_A1 dura_A2 dura_A3 dura_A4 \\\n",
|
|
"0 175 0 0 37 39 55 29 \n",
|
|
"1 175 7 0 40 42 55 33 \n",
|
|
"2 175 9 0 43 45 55 37 \n",
|
|
"3 175 18 30 46 48 55 41 \n",
|
|
"4 176 0 0 37 73 40 0 \n",
|
|
"\n",
|
|
" dura_A5 dura_A6 dura_A7 ... dura_B1 dura_B2 dura_B3 dura_B4 \\\n",
|
|
"0 0 0 0 ... 37 39 25 59 \n",
|
|
"1 0 0 0 ... 40 42 29 59 \n",
|
|
"2 0 0 0 ... 43 45 33 59 \n",
|
|
"3 0 0 0 ... 46 48 37 59 \n",
|
|
"4 0 0 0 ... 37 73 40 0 \n",
|
|
"\n",
|
|
" dura_B5 dura_B6 dura_B7 dura_B8 cycle offset \n",
|
|
"0 0 0 0 0 160 57 \n",
|
|
"1 0 0 0 0 170 40 \n",
|
|
"2 0 0 0 0 180 28 \n",
|
|
"3 0 0 0 0 190 18 \n",
|
|
"4 0 0 0 0 150 131 \n",
|
|
"\n",
|
|
"[5 rows x 21 columns]"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
"<div>\n",
|
|
"<style scoped>\n",
|
|
" .dataframe tbody tr th:only-of-type {\n",
|
|
" vertical-align: middle;\n",
|
|
" }\n",
|
|
"\n",
|
|
" .dataframe tbody tr th {\n",
|
|
" vertical-align: top;\n",
|
|
" }\n",
|
|
"\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>inter_no</th>\n",
|
|
" <th>end_unix</th>\n",
|
|
" <th>ddur_1</th>\n",
|
|
" <th>ddur_2</th>\n",
|
|
" <th>ddur_3</th>\n",
|
|
" <th>ddur_4</th>\n",
|
|
" <th>ddur_5</th>\n",
|
|
" <th>ddur_6</th>\n",
|
|
" <th>ddur_7</th>\n",
|
|
" <th>ddur_8</th>\n",
|
|
" <th>cycle</th>\n",
|
|
" <th>offset</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>0</th>\n",
|
|
" <td>206</td>\n",
|
|
" <td>1704380519</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>120</td>\n",
|
|
" <td>10</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1</th>\n",
|
|
" <td>211</td>\n",
|
|
" <td>1704380525</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>97</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>125</td>\n",
|
|
" <td>45</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>1704380540</td>\n",
|
|
" <td>38</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>23</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>50</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>1704380540</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>140</td>\n",
|
|
" <td>133</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>4</th>\n",
|
|
" <td>202</td>\n",
|
|
" <td>1704380540</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>101</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>140</td>\n",
|
|
" <td>103</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" inter_no end_unix ddur_1 ddur_2 ddur_3 ddur_4 ddur_5 ddur_6 \\\n",
|
|
"0 206 1704380519 33 35 26 26 0 0 \n",
|
|
"1 211 1704380525 28 97 0 0 0 0 \n",
|
|
"2 178 1704380540 38 39 40 23 0 0 \n",
|
|
"3 201 1704380540 24 24 17 58 17 0 \n",
|
|
"4 202 1704380540 39 101 0 0 0 0 \n",
|
|
"\n",
|
|
" ddur_7 ddur_8 cycle offset \n",
|
|
"0 0 0 120 10 \n",
|
|
"1 0 0 125 45 \n",
|
|
"2 0 0 140 50 \n",
|
|
"3 0 0 140 133 \n",
|
|
"4 0 0 140 103 "
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plan = pd.read_csv('../../Data/tables/plan.csv', index_col=0)\n",
|
|
"history = pd.read_csv('../../Data/tables/history.csv', index_col=0)\n",
|
|
"display(plan.head()) \n",
|
|
"display(history.head())\n",
|
|
"# plan은 A, B가 통합된 형식으로 history는 분리된 형식으로 표시되었음."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"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>inter_no</th>\n",
|
|
" <th>end_unix</th>\n",
|
|
" <th>ddur_1</th>\n",
|
|
" <th>ddur_2</th>\n",
|
|
" <th>ddur_3</th>\n",
|
|
" <th>ddur_4</th>\n",
|
|
" <th>ddur_5</th>\n",
|
|
" <th>ddur_6</th>\n",
|
|
" <th>ddur_7</th>\n",
|
|
" <th>ddur_8</th>\n",
|
|
" <th>cycle</th>\n",
|
|
" <th>offset</th>\n",
|
|
" <th>diff</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>725</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704391761</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>736</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704391920</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>746</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704392080</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>755</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704392240</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>765</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704392399</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>777</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704392560</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>788</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704392721</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>799</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704392880</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>809</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704393040</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>819</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704393200</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>820</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704393231</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>31</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>831</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704393390</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>840</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704393550</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>851</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704393710</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>862</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704393870</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>872</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704394030</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>881</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704394189</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>892</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704394350</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>903</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704394510</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>912</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704394670</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" inter_no end_unix ddur_1 ddur_2 ddur_3 ddur_4 ddur_5 ddur_6 \\\n",
|
|
"725 175 1704391761 37 39 25 30 29 0 \n",
|
|
"736 175 1704391920 37 39 25 30 29 0 \n",
|
|
"746 175 1704392080 37 39 25 30 29 0 \n",
|
|
"755 175 1704392240 37 39 25 30 29 0 \n",
|
|
"765 175 1704392399 37 39 25 30 29 0 \n",
|
|
"777 175 1704392560 37 39 25 30 29 0 \n",
|
|
"788 175 1704392721 37 39 25 30 29 0 \n",
|
|
"799 175 1704392880 37 39 25 30 29 0 \n",
|
|
"809 175 1704393040 37 39 25 30 29 0 \n",
|
|
"819 175 1704393200 37 39 25 30 29 0 \n",
|
|
"820 175 1704393231 37 39 25 30 29 0 \n",
|
|
"831 175 1704393390 37 39 25 30 29 0 \n",
|
|
"840 175 1704393550 37 39 25 30 29 0 \n",
|
|
"851 175 1704393710 37 39 25 30 29 0 \n",
|
|
"862 175 1704393870 37 39 25 30 29 0 \n",
|
|
"872 175 1704394030 37 39 25 30 29 0 \n",
|
|
"881 175 1704394189 37 39 25 30 29 0 \n",
|
|
"892 175 1704394350 37 39 25 30 29 0 \n",
|
|
"903 175 1704394510 37 39 25 30 29 0 \n",
|
|
"912 175 1704394670 37 39 25 30 29 0 \n",
|
|
"\n",
|
|
" ddur_7 ddur_8 cycle offset diff \n",
|
|
"725 0 0 160 57 161 \n",
|
|
"736 0 0 160 57 159 \n",
|
|
"746 0 0 160 57 160 \n",
|
|
"755 0 0 160 57 160 \n",
|
|
"765 0 0 160 57 159 \n",
|
|
"777 0 0 160 57 161 \n",
|
|
"788 0 0 160 57 161 \n",
|
|
"799 0 0 160 57 159 \n",
|
|
"809 0 0 160 57 160 \n",
|
|
"819 0 0 160 57 160 \n",
|
|
"820 0 0 160 57 31 \n",
|
|
"831 0 0 160 57 159 \n",
|
|
"840 0 0 160 57 160 \n",
|
|
"851 0 0 160 57 160 \n",
|
|
"862 0 0 160 57 160 \n",
|
|
"872 0 0 160 57 160 \n",
|
|
"881 0 0 160 57 159 \n",
|
|
"892 0 0 160 57 161 \n",
|
|
"903 0 0 160 57 160 \n",
|
|
"912 0 0 160 57 160 "
|
|
]
|
|
},
|
|
"execution_count": 10,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"hist = history.copy()\n",
|
|
"hist = hist[hist.inter_no==175]\n",
|
|
"hist['diff'] = hist['end_unix'].diff().fillna(0).astype(int)\n",
|
|
"hist[70:90]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 11,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# split, isplit : A,B 분리 혹은 통합시 사용될 수 있는 딕셔너리\n",
|
|
"splits = {} # splits maps (inter_no, start_hour, start_minute) to split\n",
|
|
"for i, row in plan.iterrows():\n",
|
|
" inter_no = row.inter_no\n",
|
|
" start_hour = row.start_hour\n",
|
|
" start_minute = row.start_minute\n",
|
|
" cycle = row.cycle\n",
|
|
" cums_A = row[[f'dura_A{j}' for j in range(1,9)]].cumsum()\n",
|
|
" cums_B = row[[f'dura_B{j}' for j in range(1,9)]].cumsum()\n",
|
|
" splits[(inter_no, start_hour, start_minute)] = {} # split maps (phas_A, phas_B) to k\n",
|
|
" k = 0\n",
|
|
" for t in range(cycle):\n",
|
|
" new_phas_A = len(cums_A[cums_A < t]) + 1\n",
|
|
" new_phas_B = len(cums_B[cums_B < t]) + 1\n",
|
|
" if k == 0 or ((new_phas_A, new_phas_B) != (phas_A, phas_B)):\n",
|
|
" k += 1\n",
|
|
" phas_A = new_phas_A\n",
|
|
" phas_B = new_phas_B\n",
|
|
" splits[(inter_no, start_hour, start_minute)][(phas_A, phas_B)] = k\n",
|
|
"\n",
|
|
"isplits = {} # the inverse of splits\n",
|
|
"for i in splits:\n",
|
|
" isplits[i] = {splits[i][k]:k for k in splits[i]} # isplit maps k to (phas_A, phas_B)\n",
|
|
"\n",
|
|
"# timetable\n",
|
|
"timetable = plan[['start_hour', 'start_minute']].drop_duplicates()\n",
|
|
"timetable['start_seconds'] = midnight + timetable['start_hour'] * 3600 + timetable['start_minute'] * 60"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"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>inter_no</th>\n",
|
|
" <th>start_hour</th>\n",
|
|
" <th>start_minute</th>\n",
|
|
" <th>ddur_1</th>\n",
|
|
" <th>ddur_2</th>\n",
|
|
" <th>ddur_3</th>\n",
|
|
" <th>ddur_4</th>\n",
|
|
" <th>ddur_5</th>\n",
|
|
" <th>ddur_6</th>\n",
|
|
" <th>ddur_7</th>\n",
|
|
" <th>ddur_8</th>\n",
|
|
" <th>cycle</th>\n",
|
|
" <th>offset</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>0</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>7</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>40</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>9</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>18</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>4</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>73</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>150</td>\n",
|
|
" <td>131</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>5</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>7</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>93</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>153</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>6</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>9</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>103</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>169</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>7</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>113</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>185</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>8</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>36</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>68</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>150</td>\n",
|
|
" <td>35</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>9</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>7</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>71</td>\n",
|
|
" <td>34</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>33</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" inter_no start_hour start_minute ddur_1 ddur_2 ddur_3 ddur_4 ddur_5 \\\n",
|
|
"0 175 0 0 37 39 25 30 29 \n",
|
|
"1 175 7 0 40 42 29 26 33 \n",
|
|
"2 175 9 0 43 45 33 22 37 \n",
|
|
"3 175 18 30 46 48 37 18 41 \n",
|
|
"4 176 0 0 37 73 40 0 0 \n",
|
|
"5 176 7 0 37 93 40 0 0 \n",
|
|
"6 176 9 0 37 103 40 0 0 \n",
|
|
"7 176 18 30 37 113 40 0 0 \n",
|
|
"8 177 0 0 36 20 68 26 0 \n",
|
|
"9 177 7 0 40 25 71 34 0 \n",
|
|
"\n",
|
|
" ddur_6 ddur_7 ddur_8 cycle offset \n",
|
|
"0 0 0 0 160 57 \n",
|
|
"1 0 0 0 170 40 \n",
|
|
"2 0 0 0 180 28 \n",
|
|
"3 0 0 0 190 18 \n",
|
|
"4 0 0 0 150 131 \n",
|
|
"5 0 0 0 170 153 \n",
|
|
"6 0 0 0 180 169 \n",
|
|
"7 0 0 0 190 185 \n",
|
|
"8 0 0 0 150 35 \n",
|
|
"9 0 0 0 170 33 "
|
|
]
|
|
},
|
|
"execution_count": 12,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"pland = plan.copy() # A, B가 통합된 plan (plan detailed)\n",
|
|
"cums_A = np.array(pland[[f'dura_A{k}' for k in range(1,9)]].cumsum(axis=1))\n",
|
|
"cums_B = np.array(pland[[f'dura_B{k}' for k in range(1,9)]].cumsum(axis=1))\n",
|
|
"detailed_cums = []\n",
|
|
"i = 0\n",
|
|
"for row_A, row_B in zip(cums_A, cums_B):\n",
|
|
" combined_row = np.unique(np.concatenate((row_A, row_B)))\n",
|
|
" ddur = np.concatenate(([combined_row[0]], np.diff(combined_row)))\n",
|
|
" ddur = np.pad(ddur, (0, 8 - len(ddur)), constant_values=(0))\n",
|
|
" detailed_cums.append(ddur)\n",
|
|
" for j in range(8):\n",
|
|
" pland.at[i, f'ddur_{j+1}'] = ddur[j]\n",
|
|
" i+=1\n",
|
|
"pland = pland[['inter_no', 'start_hour', 'start_minute'] + [f'ddur_{i}' for i in range(1,9)] + ['cycle', 'offset']] # plan detailed\n",
|
|
"pland[[f'ddur_{i}' for i in range(1,9)]] = pland[[f'ddur_{i}' for i in range(1,9)]].astype(int)\n",
|
|
"pland[:10]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 22,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"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>inter_no</th>\n",
|
|
" <th>end_unix</th>\n",
|
|
" <th>ddur_1</th>\n",
|
|
" <th>ddur_2</th>\n",
|
|
" <th>ddur_3</th>\n",
|
|
" <th>ddur_4</th>\n",
|
|
" <th>ddur_5</th>\n",
|
|
" <th>ddur_6</th>\n",
|
|
" <th>ddur_7</th>\n",
|
|
" <th>ddur_8</th>\n",
|
|
" <th>cycle</th>\n",
|
|
" <th>offset</th>\n",
|
|
" <th>diff</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>924</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704394830</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>933</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704394990</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>942</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704395150</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>953</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704395310</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>962</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704395470</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>971</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704395630</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>982</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704395790</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>993</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704395950</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1002</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704396111</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1014</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704396270</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1023</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704396430</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1033</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704396589</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1046</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704396750</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1055</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704396909</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1082</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704397343</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>434</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1093</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704397500</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>157</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1102</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704397660</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1114</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704397820</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1124</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704397980</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1133</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704398140</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1146</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704398300</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" inter_no end_unix ddur_1 ddur_2 ddur_3 ddur_4 ddur_5 ddur_6 \\\n",
|
|
"924 175 1704394830 37 39 25 30 29 0 \n",
|
|
"933 175 1704394990 37 39 25 30 29 0 \n",
|
|
"942 175 1704395150 37 39 25 30 29 0 \n",
|
|
"953 175 1704395310 37 39 25 30 29 0 \n",
|
|
"962 175 1704395470 37 39 25 30 29 0 \n",
|
|
"971 175 1704395630 37 39 25 30 29 0 \n",
|
|
"982 175 1704395790 37 39 25 30 29 0 \n",
|
|
"993 175 1704395950 37 39 25 30 29 0 \n",
|
|
"1002 175 1704396111 37 39 25 30 29 0 \n",
|
|
"1014 175 1704396270 37 39 25 30 29 0 \n",
|
|
"1023 175 1704396430 37 39 25 30 29 0 \n",
|
|
"1033 175 1704396589 37 39 25 30 29 0 \n",
|
|
"1046 175 1704396750 37 39 25 30 29 0 \n",
|
|
"1055 175 1704396909 37 39 25 30 29 0 \n",
|
|
"1082 175 1704397343 37 39 25 30 29 0 \n",
|
|
"1093 175 1704397500 37 39 25 30 29 0 \n",
|
|
"1102 175 1704397660 37 39 25 30 29 0 \n",
|
|
"1114 175 1704397820 37 39 25 30 29 0 \n",
|
|
"1124 175 1704397980 37 39 25 30 29 0 \n",
|
|
"1133 175 1704398140 37 39 25 30 29 0 \n",
|
|
"1146 175 1704398300 37 39 25 30 29 0 \n",
|
|
"\n",
|
|
" ddur_7 ddur_8 cycle offset diff \n",
|
|
"924 0 0 160 57 0 \n",
|
|
"933 0 0 160 57 160 \n",
|
|
"942 0 0 160 57 160 \n",
|
|
"953 0 0 160 57 160 \n",
|
|
"962 0 0 160 57 160 \n",
|
|
"971 0 0 160 57 160 \n",
|
|
"982 0 0 160 57 160 \n",
|
|
"993 0 0 160 57 160 \n",
|
|
"1002 0 0 160 57 161 \n",
|
|
"1014 0 0 160 57 159 \n",
|
|
"1023 0 0 160 57 160 \n",
|
|
"1033 0 0 160 57 159 \n",
|
|
"1046 0 0 160 57 161 \n",
|
|
"1055 0 0 160 57 159 \n",
|
|
"1082 0 0 160 57 434 \n",
|
|
"1093 0 0 160 57 157 \n",
|
|
"1102 0 0 160 57 160 \n",
|
|
"1114 0 0 160 57 160 \n",
|
|
"1124 0 0 160 57 160 \n",
|
|
"1133 0 0 160 57 160 \n",
|
|
"1146 0 0 160 57 160 "
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
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|
|
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|
|
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|
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|
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|
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|
|
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|
|
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|
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|
|
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" inter_no ddur_1 ddur_2 ddur_3 ddur_4 ddur_5 ddur_6 ddur_7 ddur_8 \\\n",
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"0 175 37 39 25 30 29 0 0 0 \n",
|
|
"\n",
|
|
" cycle offset end_unix \n",
|
|
"0 160 57 1704397069 "
|
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|
|
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|
|
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|
|
" <th>ddur_1</th>\n",
|
|
" <th>ddur_2</th>\n",
|
|
" <th>ddur_3</th>\n",
|
|
" <th>ddur_4</th>\n",
|
|
" <th>ddur_5</th>\n",
|
|
" <th>ddur_6</th>\n",
|
|
" <th>ddur_7</th>\n",
|
|
" <th>ddur_8</th>\n",
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
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|
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|
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|
|
" inter_no ddur_1 ddur_2 ddur_3 ddur_4 ddur_5 ddur_6 ddur_7 ddur_8 \\\n",
|
|
"0 175 37 39 25 30 29 0 0 0 \n",
|
|
"\n",
|
|
" cycle offset end_unix \n",
|
|
"0 160 57 1704397229 "
|
|
]
|
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},
|
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|
|
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|
|
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|
|
" <th></th>\n",
|
|
" <th>inter_no</th>\n",
|
|
" <th>end_unix</th>\n",
|
|
" <th>ddur_1</th>\n",
|
|
" <th>ddur_2</th>\n",
|
|
" <th>ddur_3</th>\n",
|
|
" <th>ddur_4</th>\n",
|
|
" <th>ddur_5</th>\n",
|
|
" <th>ddur_6</th>\n",
|
|
" <th>ddur_7</th>\n",
|
|
" <th>ddur_8</th>\n",
|
|
" <th>cycle</th>\n",
|
|
" <th>offset</th>\n",
|
|
" <th>diff</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>0</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704394830</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704394990</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704395150</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704395310</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>4</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704395470</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>5</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704395630</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>6</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704395790</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>7</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704395950</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>8</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704396111</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>9</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704396270</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>10</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704396430</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>11</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704396589</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>12</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704396750</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>13</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704396909</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>0</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704397069</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>0</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704397229</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>14</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704397343</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>114</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>15</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704397500</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>157</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>16</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704397660</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>17</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704397820</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>18</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704397980</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>19</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704398140</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>20</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704398300</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" inter_no end_unix ddur_1 ddur_2 ddur_3 ddur_4 ddur_5 ddur_6 \\\n",
|
|
"0 175 1704394830 37 39 25 30 29 0 \n",
|
|
"1 175 1704394990 37 39 25 30 29 0 \n",
|
|
"2 175 1704395150 37 39 25 30 29 0 \n",
|
|
"3 175 1704395310 37 39 25 30 29 0 \n",
|
|
"4 175 1704395470 37 39 25 30 29 0 \n",
|
|
"5 175 1704395630 37 39 25 30 29 0 \n",
|
|
"6 175 1704395790 37 39 25 30 29 0 \n",
|
|
"7 175 1704395950 37 39 25 30 29 0 \n",
|
|
"8 175 1704396111 37 39 25 30 29 0 \n",
|
|
"9 175 1704396270 37 39 25 30 29 0 \n",
|
|
"10 175 1704396430 37 39 25 30 29 0 \n",
|
|
"11 175 1704396589 37 39 25 30 29 0 \n",
|
|
"12 175 1704396750 37 39 25 30 29 0 \n",
|
|
"13 175 1704396909 37 39 25 30 29 0 \n",
|
|
"0 175 1704397069 37 39 25 30 29 0 \n",
|
|
"0 175 1704397229 37 39 25 30 29 0 \n",
|
|
"14 175 1704397343 37 39 25 30 29 0 \n",
|
|
"15 175 1704397500 37 39 25 30 29 0 \n",
|
|
"16 175 1704397660 37 39 25 30 29 0 \n",
|
|
"17 175 1704397820 37 39 25 30 29 0 \n",
|
|
"18 175 1704397980 37 39 25 30 29 0 \n",
|
|
"19 175 1704398140 37 39 25 30 29 0 \n",
|
|
"20 175 1704398300 37 39 25 30 29 0 \n",
|
|
"\n",
|
|
" ddur_7 ddur_8 cycle offset diff \n",
|
|
"0 0 0 160 57 0 \n",
|
|
"1 0 0 160 57 160 \n",
|
|
"2 0 0 160 57 160 \n",
|
|
"3 0 0 160 57 160 \n",
|
|
"4 0 0 160 57 160 \n",
|
|
"5 0 0 160 57 160 \n",
|
|
"6 0 0 160 57 160 \n",
|
|
"7 0 0 160 57 160 \n",
|
|
"8 0 0 160 57 161 \n",
|
|
"9 0 0 160 57 159 \n",
|
|
"10 0 0 160 57 160 \n",
|
|
"11 0 0 160 57 159 \n",
|
|
"12 0 0 160 57 161 \n",
|
|
"13 0 0 160 57 159 \n",
|
|
"0 0 0 160 57 160 \n",
|
|
"0 0 0 160 57 160 \n",
|
|
"14 0 0 160 57 114 \n",
|
|
"15 0 0 160 57 157 \n",
|
|
"16 0 0 160 57 160 \n",
|
|
"17 0 0 160 57 160 \n",
|
|
"18 0 0 160 57 160 \n",
|
|
"19 0 0 160 57 160 \n",
|
|
"20 0 0 160 57 160 "
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"fmins = range(midnight, next_day, 300) # fmins : unix time by Five MINuteS\n",
|
|
"m = 60 # ranges from 0 to 287, but 0 makes an error where 288 = 86400//300\n",
|
|
"present_time = fmins[m] # 현재시점\n",
|
|
"# - 5분마다 신호이력 데이터 수집해서 통합테이블 생성할때\n",
|
|
"# 1. 조회시점의 유닉스 타임을 기준으로 신호이력의 유닉스 타임이 1시간 이내인 데이터 수집\n",
|
|
"rhistory = history.copy() # recent history 1704393231\n",
|
|
"rhistory = rhistory[(rhistory.end_unix < present_time) & (rhistory.end_unix >= present_time - 3600)]\n",
|
|
"rhist = rhistory.copy()[rhistory.inter_no == 175]\n",
|
|
"rhist_diff = rhist.copy()\n",
|
|
"rhist_diff['diff'] = rhist_diff['end_unix'].diff().fillna(0).astype(int)\n",
|
|
"display(rhist_diff)\n",
|
|
"rhist = rhist.reset_index(drop=True)\n",
|
|
"new_rows = []\n",
|
|
"for n in range(len(rhist) - 1):\n",
|
|
" curr_unix = rhist.iloc[n].end_unix # current end_unix\n",
|
|
" # print(curr_unix)\n",
|
|
" next_unix = rhist.iloc[n+1].end_unix # next end_unix\n",
|
|
" cycle = rhist.iloc[n].cycle\n",
|
|
" start_seconds = np.array(timetable.start_seconds)\n",
|
|
" idx = (start_seconds <= 1704396909).sum() - 1\n",
|
|
" start_hour = timetable.iloc[idx].start_hour\n",
|
|
" start_minute = timetable.iloc[idx].start_minute\n",
|
|
" # 인접한 두 end_unix의 차이가 계획된 주기의 두 배보다 크면 결측이 일어났다고 판단\n",
|
|
" if next_unix - curr_unix >= 2 * cycle:\n",
|
|
" # 현재 unix를 계획된 주기만큼 늘려가면서 한 행씩 채워나간다.\n",
|
|
" #(다음 unix와의 차이가 계획된 주기보다 작거나 같아질 때까지)\n",
|
|
" while next_unix - curr_unix > cycle:\n",
|
|
" curr_unix += cycle\n",
|
|
" # print(curr_unix)\n",
|
|
" prow = pland[(pland.inter_no==175) & (pland.start_hour==start_hour) & (pland.start_minute==start_minute)] # planned row\n",
|
|
" prow = prow.drop(['start_hour', 'start_minute'], axis=1)\n",
|
|
" prow['end_unix'] = curr_unix\n",
|
|
" display(prow)\n",
|
|
" new_rows.append(prow)\n",
|
|
" # print(next_unix - curr_unix < 2 * cycle, next_unix - curr_unix)\n",
|
|
"rhist = pd.concat([rhist] + new_rows).sort_values(['end_unix'])\n",
|
|
"rhist_diff = rhist.copy()\n",
|
|
"rhist_diff['diff'] = rhist_diff['end_unix'].diff().fillna(0).astype(int)\n",
|
|
"display(rhist_diff)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 22,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"3560"
|
|
]
|
|
},
|
|
"execution_count": 22,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"rhistory.end_unix.max() - rhistory.end_unix.min()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# 1-1. 결측치 처리"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 11,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"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>inter_no</th>\n",
|
|
" <th>end_unix</th>\n",
|
|
" <th>dur_A1</th>\n",
|
|
" <th>dur_A2</th>\n",
|
|
" <th>dur_A3</th>\n",
|
|
" <th>dur_A4</th>\n",
|
|
" <th>dur_A5</th>\n",
|
|
" <th>dur_A6</th>\n",
|
|
" <th>dur_A7</th>\n",
|
|
" <th>dur_A8</th>\n",
|
|
" <th>dur_B1</th>\n",
|
|
" <th>dur_B2</th>\n",
|
|
" <th>dur_B3</th>\n",
|
|
" <th>dur_B4</th>\n",
|
|
" <th>dur_B5</th>\n",
|
|
" <th>dur_B6</th>\n",
|
|
" <th>dur_B7</th>\n",
|
|
" <th>dur_B8</th>\n",
|
|
" <th>cycle</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>0</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>1704380405</td>\n",
|
|
" <td>38</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>23</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>38</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>23</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>140</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1</th>\n",
|
|
" <td>206</td>\n",
|
|
" <td>1704380520</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>120</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2</th>\n",
|
|
" <td>211</td>\n",
|
|
" <td>1704380525</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>97</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>28</td>\n",
|
|
" <td>97</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>125</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>5</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>1704380540</td>\n",
|
|
" <td>38</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>23</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>38</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>23</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>140</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>4</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>1704380540</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>24</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>58</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>140</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" inter_no end_unix dur_A1 dur_A2 dur_A3 dur_A4 dur_A5 dur_A6 \\\n",
|
|
"0 178 1704380405 38 39 40 23 0 0 \n",
|
|
"1 206 1704380520 33 35 26 26 0 0 \n",
|
|
"2 211 1704380525 28 97 0 0 0 0 \n",
|
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"5 178 1704380540 38 39 40 23 0 0 \n",
|
|
"4 201 1704380540 24 24 17 58 17 0 \n",
|
|
"\n",
|
|
" dur_A7 dur_A8 dur_B1 dur_B2 dur_B3 dur_B4 dur_B5 dur_B6 dur_B7 \\\n",
|
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"0 0 0 38 39 40 23 0 0 0 \n",
|
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"1 0 0 33 35 26 26 0 0 0 \n",
|
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"2 0 0 28 97 0 0 0 0 0 \n",
|
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"5 0 0 38 39 40 23 0 0 0 \n",
|
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"4 0 0 24 24 17 58 17 0 0 \n",
|
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"\n",
|
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" dur_B8 cycle \n",
|
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"0 0 140 \n",
|
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"1 0 120 \n",
|
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"2 0 125 \n",
|
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"5 0 140 \n",
|
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"4 0 140 "
|
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]
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|
},
|
|
"execution_count": 11,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
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"source": [
|
|
"# 세부현시로 되어있던 history를 A, B로 나뉘어 현시시간이 구성된 형태로 바꿈.\n",
|
|
"plan = pd.read_csv('../../Data/tables/plan.csv', index_col=0)\n",
|
|
"history = pd.read_csv('../../Data/tables/history.csv', index_col=0)\n",
|
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"\n",
|
|
"# A, B 분리 혹은 통합시 사용할 수 있는 딕셔너리\n",
|
|
"splits = {} # splits maps (inter_no, start_hour, start_minute) to split\n",
|
|
"for i, row in plan.iterrows():\n",
|
|
" inter_no = row.inter_no\n",
|
|
" start_hour = row.start_hour\n",
|
|
" start_minute = row.start_minute\n",
|
|
" cycle = row.cycle\n",
|
|
" cums_A = row[[f'dura_A{j}' for j in range(1,9)]].cumsum()\n",
|
|
" cums_B = row[[f'dura_B{j}' for j in range(1,9)]].cumsum()\n",
|
|
" splits[(inter_no, start_hour, start_minute)] = {} # split maps (phas_A, phas_B) to k\n",
|
|
" k = 0\n",
|
|
" for t in range(cycle):\n",
|
|
" new_phas_A = len(cums_A[cums_A < t]) + 1\n",
|
|
" new_phas_B = len(cums_B[cums_B < t]) + 1\n",
|
|
" if k == 0 or ((new_phas_A, new_phas_B) != (phas_A, phas_B)):\n",
|
|
" k += 1\n",
|
|
" phas_A = new_phas_A\n",
|
|
" phas_B = new_phas_B\n",
|
|
" splits[(inter_no, start_hour, start_minute)][(phas_A, phas_B)] = k\n",
|
|
"# the inverse of splits\n",
|
|
"isplits = {} # isplit maps k to (phas_A, phas_B)\n",
|
|
"for i in splits:\n",
|
|
" isplits[i] = {splits[i][k]:k for k in splits[i]}\n",
|
|
"\n",
|
|
"timetable = plan[['start_hour', 'start_minute']].drop_duplicates()\n",
|
|
"timetable['start_seconds'] = midnight + timetable['start_hour'] * 3600 + timetable['start_minute'] * 60\n",
|
|
"\n",
|
|
"abhistory = history.copy() # A, B가 나뉘어진 history\n",
|
|
"# history의 행들을 순회하며 새로운 열 dur_A1, dur_A2, ... 를 만들어내고 값을 배정함.\n",
|
|
"for i, row in abhistory.iterrows():\n",
|
|
" inter_no = row.inter_no\n",
|
|
" ind = (timetable['start_seconds'] < row.end_unix).sum() - 1\n",
|
|
" start_hour = timetable.iloc[ind].start_hour\n",
|
|
" start_minute = timetable.iloc[ind].start_minute\n",
|
|
" isplit = isplits[(inter_no,start_hour,start_minute)]\n",
|
|
" dur_dict = {}\n",
|
|
" dur_chars = [f'dur_{alph}{j}' for alph in ['A', 'B'] for j in range(1, 9)] # 새로운 행들\n",
|
|
" for dur_char in dur_chars:\n",
|
|
" dur_dict[dur_char] = 0\n",
|
|
" for k in range(1, len(isplit)+1): # dur_dict에 값 저장\n",
|
|
" ja = isplit[k][0] # A현시번호\n",
|
|
" jb = isplit[k][1] # B현시번호\n",
|
|
" dur_dict[f'dur_A{ja}'] += row[f'ddur_{k}']\n",
|
|
" dur_dict[f'dur_B{jb}'] += row[f'ddur_{k}']\n",
|
|
" for dur_char in dur_chars: # history의 새로운 열들에 값 배정\n",
|
|
" abhistory.at[i, dur_char] = dur_dict[dur_char]\n",
|
|
"abhistory = abhistory[['inter_no','end_unix'] + dur_chars + ['cycle']].astype(int)\n",
|
|
"abhistory = abhistory.astype(int).sort_values(by = ['end_unix','inter_no'])\n",
|
|
"abhistory.head()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"fmins = range(midnight, next_day, 300) # fmins : unix time by Five MINuteS\n",
|
|
"\n",
|
|
"def make_histid(m:int):\n",
|
|
" '''\n",
|
|
" input : m\n",
|
|
" - m ranges from 0 to 287, but 0 makes an error where 288 = 86400//300\n",
|
|
" - present_time = fmins[m] : 현재시점\n",
|
|
" output : histid\n",
|
|
" - history with edge ids (incoming and outgoing edge ids)\n",
|
|
" - 현재시점으로부터 한시간동안 (교차로번호, 현시, 링)별 현시시간, 진입엣지id, 진출엣지id\n",
|
|
" '''\n",
|
|
" present_time = fmins[m] ####### 현재 시점 ranges from 0 to 287\n",
|
|
" # - 5분마다 신호이력 데이터 수집해서 통합테이블 생성할때\n",
|
|
" # 1. 조회시점의 유닉스 타임을 기준으로 신호이력의 유닉스 타임이 1시간 이내인 데이터 수집\n",
|
|
" rhistory = history.copy()\n",
|
|
" rhistory = rhistory[(rhistory.end_unix < present_time) & (rhistory.end_unix >= present_time - 3600)]\n",
|
|
" ddurs = [f'ddur_{j}' for j in range(1, 9)]\n",
|
|
"\n",
|
|
" # 2. 시작 유닉스 타임컬럼 생성 후 종류 유닉스 타임에서 현시별 현시기간 컬럼의 합을 뺀 값으로 입력\n",
|
|
" # - 현시시간의 합을 뺀 시간의 +- 10초 이내에 이전 주기정보가 존재하면 그 유닉스 시간을 시작 유닉스시간 값으로 하고, 존재하지 않으면 현시시간의 합을 뺀 유닉스 시간을 시작 유닉스 시간으로 지정\n",
|
|
" # # 이전 유닉스 존재하지 않음 => 현시시간 합의 차\n",
|
|
" # # 이전 유닉스 존재, abs < 10 => 이전 유닉스\n",
|
|
" # # 이전 유닉스 존재, abs >=10 => 현시시간 합의 차\n",
|
|
" for i, row in rhistory.iterrows():\n",
|
|
" inter_no = row.inter_no\n",
|
|
" end_unix = row.end_unix\n",
|
|
" elapsed_time = row[ddurs].sum()\n",
|
|
" start_unix = end_unix - elapsed_time\n",
|
|
" pre_rows = history[:i] # previous rows\n",
|
|
" if inter_no in pre_rows.inter_no.unique(): # 이전 유닉스 존재\n",
|
|
" pre_unix = pre_rows[pre_rows.inter_no == inter_no]['end_unix'].iloc[-1] # previous unix time\n",
|
|
" if abs(pre_unix - start_unix) < 10: # abs < 10\n",
|
|
" start_unix = pre_unix\n",
|
|
" else: # abs >= 10\n",
|
|
" pass\n",
|
|
" rhistory.loc[i, 'start_unix'] = start_unix\n",
|
|
" rhistory[rhistory.isna()] = 0\n",
|
|
" rhistory['start_unix'] = rhistory['start_unix'].astype(int)\n",
|
|
" # with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
|
|
" # display(rhistory)\n",
|
|
" rhistory = rhistory[['inter_no', 'start_unix'] + ddurs + ['cycle']]\n",
|
|
"\n",
|
|
" # 계층화된 형태로 변환\n",
|
|
" hrhistory = [] # hierarchied recent history\n",
|
|
" for i, row in rhistory.iterrows():\n",
|
|
" inter_no = row.inter_no #\n",
|
|
" start_unix = row.start_unix #\n",
|
|
" ind = (timetable['start_seconds'] <= row.start_unix).sum() - 1\n",
|
|
" start_hour = timetable.iloc[ind].start_hour\n",
|
|
" start_minute = timetable.iloc[ind].start_minute\n",
|
|
" isplit = isplits[(inter_no, start_hour, start_minute)]\n",
|
|
" new_rows = []\n",
|
|
" for j in isplit.keys():\n",
|
|
" phas_A, phas_B = isplit[j]\n",
|
|
" duration = row[f'ddur_{j}']\n",
|
|
" new_rows.append(pd.DataFrame({'inter_no':[inter_no], 'start_unix':[start_unix],\n",
|
|
" 'phas_A':[phas_A],'phas_B':[phas_B],'duration':[duration]}))\n",
|
|
" new_rows = pd.concat(new_rows)\n",
|
|
" hrhistory.append(new_rows)\n",
|
|
" hrhistory = pd.concat(hrhistory)\n",
|
|
" hrhistory = hrhistory.sort_values(by = ['start_unix', 'inter_no', 'phas_A', 'phas_B']).reset_index(drop=True)\n",
|
|
"\n",
|
|
" # 5초단위로 수집한 이동류정보(time2movement[present_time])와 최근 1시간 신호이력(hrhistory)을 병합\n",
|
|
" movedur = pd.merge(time2movement[present_time], hrhistory, how='inner', on=['inter_no', 'start_unix', 'phas_A', 'phas_B'])\n",
|
|
" # movements and durations\n",
|
|
" movedur = movedur.sort_values(by=['start_unix', 'inter_no', 'phas_A','phas_B'])\n",
|
|
" movedur = movedur[['inter_no', 'start_unix', 'phas_A', 'phas_B', 'move_A', 'move_B', 'duration']]\n",
|
|
" # 이동류 매칭 테이블에서 진입id, 진출id를 가져와서 붙임.\n",
|
|
" for i, row in movedur.iterrows():\n",
|
|
" inter_no = row.inter_no\n",
|
|
" start_unix = row.start_unix\n",
|
|
" move_A = row.move_A\n",
|
|
" move_B = row.move_B\n",
|
|
" match_A = matching[(matching.inter_no == inter_no) & (matching.move_no == move_A)].iloc[0]\n",
|
|
" match_B = matching[(matching.inter_no == inter_no) & (matching.move_no == move_B)].iloc[0]\n",
|
|
" inc_edge_A = match_A.inc_edge\n",
|
|
" inc_edge_B = match_B.inc_edge\n",
|
|
" out_edge_A = match_A.out_edge\n",
|
|
" out_edge_B = match_B.out_edge\n",
|
|
" movedur.loc[i, ['inc_edge_A', 'inc_edge_B', 'out_edge_A', 'out_edge_B']] = [inc_edge_A, inc_edge_B, out_edge_A, out_edge_B]\n",
|
|
" # 이동류 컬럼 제거\n",
|
|
" movedur = movedur.drop(['move_A', 'move_B'], axis=1)\n",
|
|
"\n",
|
|
" histid = movedur.copy() # history with edge ids (incoming and outgoing edge ids)\n",
|
|
" return histid"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 13,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"ename": "IndexError",
|
|
"evalue": "single positional indexer is out-of-bounds",
|
|
"output_type": "error",
|
|
"traceback": [
|
|
"\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
|
|
"\u001b[1;31mIndexError\u001b[0m Traceback (most recent call last)",
|
|
"Cell \u001b[1;32mIn[13], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mmake_histid\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m200\u001b[39;49m\u001b[43m)\u001b[49m\u001b[38;5;241m.\u001b[39minter_no\u001b[38;5;241m.\u001b[39munique()\n",
|
|
"Cell \u001b[1;32mIn[12], line 76\u001b[0m, in \u001b[0;36mmake_histid\u001b[1;34m(m)\u001b[0m\n\u001b[0;32m 74\u001b[0m move_A \u001b[38;5;241m=\u001b[39m row\u001b[38;5;241m.\u001b[39mmove_A\n\u001b[0;32m 75\u001b[0m move_B \u001b[38;5;241m=\u001b[39m row\u001b[38;5;241m.\u001b[39mmove_B\n\u001b[1;32m---> 76\u001b[0m match_A \u001b[38;5;241m=\u001b[39m \u001b[43mmatching\u001b[49m\u001b[43m[\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmatching\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43minter_no\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m==\u001b[39;49m\u001b[43m \u001b[49m\u001b[43minter_no\u001b[49m\u001b[43m)\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m&\u001b[39;49m\u001b[43m \u001b[49m\u001b[43m(\u001b[49m\u001b[43mmatching\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmove_no\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m==\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mmove_A\u001b[49m\u001b[43m)\u001b[49m\u001b[43m]\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43miloc\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m0\u001b[39;49m\u001b[43m]\u001b[49m\n\u001b[0;32m 77\u001b[0m match_B \u001b[38;5;241m=\u001b[39m matching[(matching\u001b[38;5;241m.\u001b[39minter_no \u001b[38;5;241m==\u001b[39m inter_no) \u001b[38;5;241m&\u001b[39m (matching\u001b[38;5;241m.\u001b[39mmove_no \u001b[38;5;241m==\u001b[39m move_B)]\u001b[38;5;241m.\u001b[39miloc[\u001b[38;5;241m0\u001b[39m]\n\u001b[0;32m 78\u001b[0m inc_edge_A \u001b[38;5;241m=\u001b[39m match_A\u001b[38;5;241m.\u001b[39minc_edge\n",
|
|
"File \u001b[1;32mc:\\Github\\SNITS_RealTimeSignals\\rts\\lib\\site-packages\\pandas\\core\\indexing.py:1103\u001b[0m, in \u001b[0;36m_LocationIndexer.__getitem__\u001b[1;34m(self, key)\u001b[0m\n\u001b[0;32m 1100\u001b[0m axis \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39maxis \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;241m0\u001b[39m\n\u001b[0;32m 1102\u001b[0m maybe_callable \u001b[38;5;241m=\u001b[39m com\u001b[38;5;241m.\u001b[39mapply_if_callable(key, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobj)\n\u001b[1;32m-> 1103\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_getitem_axis\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmaybe_callable\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43maxis\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43maxis\u001b[49m\u001b[43m)\u001b[49m\n",
|
|
"File \u001b[1;32mc:\\Github\\SNITS_RealTimeSignals\\rts\\lib\\site-packages\\pandas\\core\\indexing.py:1656\u001b[0m, in \u001b[0;36m_iLocIndexer._getitem_axis\u001b[1;34m(self, key, axis)\u001b[0m\n\u001b[0;32m 1653\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mCannot index by location index with a non-integer key\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 1655\u001b[0m \u001b[38;5;66;03m# validate the location\u001b[39;00m\n\u001b[1;32m-> 1656\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_validate_integer\u001b[49m\u001b[43m(\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43maxis\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1658\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobj\u001b[38;5;241m.\u001b[39m_ixs(key, axis\u001b[38;5;241m=\u001b[39maxis)\n",
|
|
"File \u001b[1;32mc:\\Github\\SNITS_RealTimeSignals\\rts\\lib\\site-packages\\pandas\\core\\indexing.py:1589\u001b[0m, in \u001b[0;36m_iLocIndexer._validate_integer\u001b[1;34m(self, key, axis)\u001b[0m\n\u001b[0;32m 1587\u001b[0m len_axis \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlen\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobj\u001b[38;5;241m.\u001b[39m_get_axis(axis))\n\u001b[0;32m 1588\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m key \u001b[38;5;241m>\u001b[39m\u001b[38;5;241m=\u001b[39m len_axis \u001b[38;5;129;01mor\u001b[39;00m key \u001b[38;5;241m<\u001b[39m \u001b[38;5;241m-\u001b[39mlen_axis:\n\u001b[1;32m-> 1589\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mIndexError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msingle positional indexer is out-of-bounds\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
|
|
"\u001b[1;31mIndexError\u001b[0m: single positional indexer is out-of-bounds"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"make_histid(200).inter_no.unique()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 14,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
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|
"text/html": [
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|
" <thead>\n",
|
|
" <tr style=\"text-align: right;\">\n",
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|
" <th></th>\n",
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" <th>inter_no</th>\n",
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|
" <th>end_unix</th>\n",
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" <th>ddur_1</th>\n",
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|
" <th>ddur_2</th>\n",
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|
" <th>ddur_3</th>\n",
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|
" <th>ddur_4</th>\n",
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|
" <th>ddur_5</th>\n",
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|
" <th>ddur_6</th>\n",
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|
" <th>ddur_7</th>\n",
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|
" <th>ddur_8</th>\n",
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|
" <th>cycle</th>\n",
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" <th>offset</th>\n",
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" <th>diff</th>\n",
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|
" </tr>\n",
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|
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|
" <tbody>\n",
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|
" <tr>\n",
|
|
" <th>18</th>\n",
|
|
" <td>175</td>\n",
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|
" <td>1704380720</td>\n",
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|
" <td>37</td>\n",
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|
" <td>39</td>\n",
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|
" <td>25</td>\n",
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|
" <td>30</td>\n",
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|
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|
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|
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|
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|
" <td>160</td>\n",
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|
" </tr>\n",
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|
" <tr>\n",
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|
" <th>28</th>\n",
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|
" <td>175</td>\n",
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|
" <td>1704380880</td>\n",
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|
" <td>37</td>\n",
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|
" <td>39</td>\n",
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|
" <td>30</td>\n",
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|
" <td>29</td>\n",
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|
" <td>0</td>\n",
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|
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|
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|
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" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
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|
|
" <tr>\n",
|
|
" <th>38</th>\n",
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|
" <td>175</td>\n",
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|
" <td>1704381040</td>\n",
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|
" <td>37</td>\n",
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|
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|
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|
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|
" <td>160</td>\n",
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|
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|
" <tr>\n",
|
|
" <th>47</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704381200</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
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|
" <td>0</td>\n",
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|
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|
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|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>57</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704381360</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
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|
" <td>0</td>\n",
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|
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|
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|
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|
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|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>67</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704381520</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>79</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704381680</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
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|
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|
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|
|
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|
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|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>88</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704381841</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
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|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>97</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704382000</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>107</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704382160</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>116</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704382320</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>127</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704382480</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>139</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704382640</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>152</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704382801</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>161</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704382960</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>171</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704383120</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>182</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704383280</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>191</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704383440</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>201</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704383600</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>213</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704383761</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>222</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704383920</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>232</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704384080</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>242</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704384240</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>253</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704384400</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>263</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704384560</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>272</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704384720</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>283</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704384880</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>308</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704385318</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>438</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>317</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704385480</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>162</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>326</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704385640</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>337</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704385800</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>346</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704385960</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>356</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704386120</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>366</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704386280</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>374</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704386440</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>383</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704386601</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>391</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704386760</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>400</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704386920</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>410</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704387080</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>420</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704387241</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>429</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704387400</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>438</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704387560</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>447</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704387720</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>455</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704387880</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>465</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704388040</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>477</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704388201</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>485</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704388360</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>495</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704388520</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>505</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704388680</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>513</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704388840</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>522</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704389000</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>531</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704389160</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>540</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704389320</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>550</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704389480</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>558</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704389640</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>568</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704389800</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>577</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704389960</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>586</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704390121</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>595</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704390280</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>604</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704390440</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>614</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704390600</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>624</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704390761</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>635</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704390920</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>644</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704391080</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>652</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704391240</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>661</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704391400</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>673</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704391560</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>682</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704391720</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>691</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704391880</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>701</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704392040</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>711</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704392200</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>719</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704392360</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>728</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704392520</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>737</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704392680</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>746</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704392840</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>756</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704393000</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>766</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704393160</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>774</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704393320</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>783</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704393480</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>793</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704393640</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>802</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704393801</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>812</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704393960</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>823</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704394120</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>833</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704394280</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>842</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704394440</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>853</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704394600</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>863</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704394760</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>872</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704394920</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>884</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704395079</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>895</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704395240</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>904</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704395400</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>916</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704395559</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>925</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704395720</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>937</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704395880</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>948</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704396041</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>958</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704396200</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>968</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704396360</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>979</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704396519</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>988</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704396680</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>998</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704396840</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1009</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704397000</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1019</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704397160</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1029</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704397319</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1042</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704397480</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1051</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704397640</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1060</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704397800</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1072</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704397959</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1082</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704398120</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1092</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704398280</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1103</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704398440</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1114</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704398600</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1124</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704398760</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1134</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704398920</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1143</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704399080</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1154</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704399240</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1165</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704399400</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1176</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704399561</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1186</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704399720</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1196</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704399880</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1205</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704400040</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1214</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704400200</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1226</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704400359</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1236</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704400520</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1246</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704400679</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1259</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704400840</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1268</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704401000</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1278</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704401160</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1288</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704401320</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1297</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704401480</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1305</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704401640</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1318</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704401800</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1326</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704401960</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1334</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704402120</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1342</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704402281</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1349</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704402440</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1356</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704402600</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1365</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704402760</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1373</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704402920</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1382</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704403079</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1389</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704403240</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1396</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704403400</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1404</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704403560</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1412</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704403720</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1419</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704403880</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1427</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704404040</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1436</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704404200</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1443</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704404360</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1450</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704404520</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1457</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704404680</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1464</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704404840</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1472</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704405000</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1481</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704405161</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1489</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704405320</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1497</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704405479</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1504</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704405640</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1511</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704405810</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>170</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1518</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704405980</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>170</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1525</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704406150</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>170</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1534</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704406320</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>170</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1542</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704406490</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>170</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1551</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704406660</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>170</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1559</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704406830</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>170</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1567</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704407001</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>171</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1575</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704407170</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>169</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1585</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704407340</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>170</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1593</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704407510</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>170</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1601</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704407680</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>170</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1610</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704407850</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>170</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1618</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704408020</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>170</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1626</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704408190</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>170</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2189</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704419580</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>11390</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2198</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704419760</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2208</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704419940</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2219</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704420120</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2230</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704420301</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2240</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704420480</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2250</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704420661</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2258</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704420840</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2267</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704421020</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2278</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704421201</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2288</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704421380</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2297</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704421560</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2306</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704421740</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2316</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704421920</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2326</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704422100</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2336</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704422280</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2347</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704422460</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2356</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704422640</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2364</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704422820</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2376</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704423000</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2388</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704423180</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2396</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704423360</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2405</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704423540</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2416</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704423720</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2424</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704423900</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2435</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704424081</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2443</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704424260</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2454</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704424441</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2463</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704424620</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2471</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704424800</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2481</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704424980</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2492</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704425160</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2501</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704425339</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2511</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704425520</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2521</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704425701</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2531</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704425880</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2541</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704426060</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2551</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704426240</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2562</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704426420</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2570</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704426600</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2580</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704426780</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2590</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704426960</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2599</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704427141</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2608</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704427320</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2619</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704427500</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2629</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704427680</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2638</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704427860</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2647</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704428040</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2657</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704428220</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2666</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704428400</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2676</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704428580</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2687</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704428760</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2697</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704428940</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2706</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704429120</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2715</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704429300</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2727</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704429480</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2736</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704429660</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2745</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704429840</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2755</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704430020</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2765</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704430201</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2775</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704430380</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2784</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704430560</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2794</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704430740</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2803</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704430920</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2811</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704431100</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2822</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704431280</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2828</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704431391</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>111</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2838</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704431570</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2848</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704431750</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2858</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704431930</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2867</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704432110</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2878</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704432290</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2887</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704432471</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2896</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704432650</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2907</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704432830</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2917</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704433010</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2926</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704433189</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2935</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704433370</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2944</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704433550</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2954</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704433730</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2962</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704433910</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2971</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704434090</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2979</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704434270</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2987</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704434450</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2997</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704434630</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3007</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704434810</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3016</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704434989</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3026</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704435170</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3037</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704435351</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3047</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704435530</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3056</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704435710</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3065</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704435890</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3076</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704436070</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3085</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704436251</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3095</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704436430</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3106</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704436610</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3115</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704436790</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3124</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704436970</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3133</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704437150</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3144</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704437330</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3153</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704437510</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3162</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704437690</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3172</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704437870</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3182</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704438050</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3192</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704438230</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3201</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704438409</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3212</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704438590</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3221</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704438770</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3231</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704438950</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3243</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704439130</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3252</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704439310</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3262</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704439490</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3271</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704439670</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3281</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704439850</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3291</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704440030</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3300</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704440210</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3310</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704440390</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3319</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704440569</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3328</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704440750</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3339</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704440930</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3349</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704441110</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3358</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704441290</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3368</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704441470</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3378</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704441650</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3388</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704441830</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3397</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704442009</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3407</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704442190</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3416</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704442371</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3424</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704442550</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3434</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704442730</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3444</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704442909</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3454</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704443090</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3463</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704443270</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3472</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704443450</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3483</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704443630</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3484</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704443643</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>13</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3493</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704443820</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>177</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3502</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704444000</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3512</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704444180</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3522</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704444360</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3533</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704444541</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3542</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704444720</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3553</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704444900</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3563</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704445080</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3572</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704445260</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3583</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704445440</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3591</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704445619</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3601</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704445800</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3611</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704445980</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3620</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704446160</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3630</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704446340</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3639</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704446519</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>179</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3649</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704446700</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>181</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3658</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704446880</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3667</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704447060</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" <td>180</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3679</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704447250</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>190</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3689</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704447440</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>190</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3698</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704447630</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>190</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3708</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704447819</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>189</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3718</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704448010</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>191</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3728</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704448200</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>190</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3738</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704448389</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>189</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3747</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704448580</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>191</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3758</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704448770</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>190</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3767</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704448961</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>191</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3777</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704449150</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>189</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3787</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704449340</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>190</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3796</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704449531</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>191</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3805</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704449720</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>189</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3815</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704449909</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>189</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" inter_no end_unix ddur_1 ddur_2 ddur_3 ddur_4 ddur_5 ddur_6 \\\n",
|
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"18 175 1704380720 37 39 25 30 29 0 \n",
|
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"28 175 1704380880 37 39 25 30 29 0 \n",
|
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"38 175 1704381040 37 39 25 30 29 0 \n",
|
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"47 175 1704381200 37 39 25 30 29 0 \n",
|
|
"57 175 1704381360 37 39 25 30 29 0 \n",
|
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"67 175 1704381520 37 39 25 30 29 0 \n",
|
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"79 175 1704381680 37 39 25 30 29 0 \n",
|
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"88 175 1704381841 37 39 25 30 29 0 \n",
|
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"97 175 1704382000 37 39 25 30 29 0 \n",
|
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"107 175 1704382160 37 39 25 30 29 0 \n",
|
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"116 175 1704382320 37 39 25 30 29 0 \n",
|
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"127 175 1704382480 37 39 25 30 29 0 \n",
|
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"139 175 1704382640 37 39 25 30 29 0 \n",
|
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"152 175 1704382801 37 39 25 30 29 0 \n",
|
|
"161 175 1704382960 37 39 25 30 29 0 \n",
|
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"171 175 1704383120 37 39 25 30 29 0 \n",
|
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"182 175 1704383280 37 39 25 30 29 0 \n",
|
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"191 175 1704383440 37 39 25 30 29 0 \n",
|
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"201 175 1704383600 37 39 25 30 29 0 \n",
|
|
"213 175 1704383761 37 39 25 30 29 0 \n",
|
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"222 175 1704383920 37 39 25 30 29 0 \n",
|
|
"232 175 1704384080 37 39 25 30 29 0 \n",
|
|
"242 175 1704384240 37 39 25 30 29 0 \n",
|
|
"253 175 1704384400 37 39 25 30 29 0 \n",
|
|
"263 175 1704384560 37 39 25 30 29 0 \n",
|
|
"272 175 1704384720 37 39 25 30 29 0 \n",
|
|
"283 175 1704384880 37 39 25 30 29 0 \n",
|
|
"308 175 1704385318 37 39 25 30 29 0 \n",
|
|
"317 175 1704385480 37 39 25 30 29 0 \n",
|
|
"326 175 1704385640 37 39 25 30 29 0 \n",
|
|
"337 175 1704385800 37 39 25 30 29 0 \n",
|
|
"346 175 1704385960 37 39 25 30 29 0 \n",
|
|
"356 175 1704386120 37 39 25 30 29 0 \n",
|
|
"366 175 1704386280 37 39 25 30 29 0 \n",
|
|
"374 175 1704386440 37 39 25 30 29 0 \n",
|
|
"383 175 1704386601 37 39 25 30 29 0 \n",
|
|
"391 175 1704386760 37 39 25 30 29 0 \n",
|
|
"400 175 1704386920 37 39 25 30 29 0 \n",
|
|
"410 175 1704387080 37 39 25 30 29 0 \n",
|
|
"420 175 1704387241 37 39 25 30 29 0 \n",
|
|
"429 175 1704387400 37 39 25 30 29 0 \n",
|
|
"438 175 1704387560 37 39 25 30 29 0 \n",
|
|
"447 175 1704387720 37 39 25 30 29 0 \n",
|
|
"455 175 1704387880 37 39 25 30 29 0 \n",
|
|
"465 175 1704388040 37 39 25 30 29 0 \n",
|
|
"477 175 1704388201 37 39 25 30 29 0 \n",
|
|
"485 175 1704388360 37 39 25 30 29 0 \n",
|
|
"495 175 1704388520 37 39 25 30 29 0 \n",
|
|
"505 175 1704388680 37 39 25 30 29 0 \n",
|
|
"513 175 1704388840 37 39 25 30 29 0 \n",
|
|
"522 175 1704389000 37 39 25 30 29 0 \n",
|
|
"531 175 1704389160 37 39 25 30 29 0 \n",
|
|
"540 175 1704389320 37 39 25 30 29 0 \n",
|
|
"550 175 1704389480 37 39 25 30 29 0 \n",
|
|
"558 175 1704389640 37 39 25 30 29 0 \n",
|
|
"568 175 1704389800 37 39 25 30 29 0 \n",
|
|
"577 175 1704389960 37 39 25 30 29 0 \n",
|
|
"586 175 1704390121 37 39 25 30 29 0 \n",
|
|
"595 175 1704390280 37 39 25 30 29 0 \n",
|
|
"604 175 1704390440 37 39 25 30 29 0 \n",
|
|
"614 175 1704390600 37 39 25 30 29 0 \n",
|
|
"624 175 1704390761 37 39 25 30 29 0 \n",
|
|
"635 175 1704390920 37 39 25 30 29 0 \n",
|
|
"644 175 1704391080 37 39 25 30 29 0 \n",
|
|
"652 175 1704391240 37 39 25 30 29 0 \n",
|
|
"661 175 1704391400 37 39 25 30 29 0 \n",
|
|
"673 175 1704391560 37 39 25 30 29 0 \n",
|
|
"682 175 1704391720 37 39 25 30 29 0 \n",
|
|
"691 175 1704391880 37 39 25 30 29 0 \n",
|
|
"701 175 1704392040 37 39 25 30 29 0 \n",
|
|
"711 175 1704392200 37 39 25 30 29 0 \n",
|
|
"719 175 1704392360 37 39 25 30 29 0 \n",
|
|
"728 175 1704392520 37 39 25 30 29 0 \n",
|
|
"737 175 1704392680 37 39 25 30 29 0 \n",
|
|
"746 175 1704392840 37 39 25 30 29 0 \n",
|
|
"756 175 1704393000 37 39 25 30 29 0 \n",
|
|
"766 175 1704393160 37 39 25 30 29 0 \n",
|
|
"774 175 1704393320 37 39 25 30 29 0 \n",
|
|
"783 175 1704393480 37 39 25 30 29 0 \n",
|
|
"793 175 1704393640 37 39 25 30 29 0 \n",
|
|
"802 175 1704393801 37 39 25 30 29 0 \n",
|
|
"812 175 1704393960 37 39 25 30 29 0 \n",
|
|
"823 175 1704394120 37 39 25 30 29 0 \n",
|
|
"833 175 1704394280 37 39 25 30 29 0 \n",
|
|
"842 175 1704394440 37 39 25 30 29 0 \n",
|
|
"853 175 1704394600 37 39 25 30 29 0 \n",
|
|
"863 175 1704394760 37 39 25 30 29 0 \n",
|
|
"872 175 1704394920 37 39 25 30 29 0 \n",
|
|
"884 175 1704395079 37 39 25 30 29 0 \n",
|
|
"895 175 1704395240 37 39 25 30 29 0 \n",
|
|
"904 175 1704395400 37 39 25 30 29 0 \n",
|
|
"916 175 1704395559 37 39 25 30 29 0 \n",
|
|
"925 175 1704395720 37 39 25 30 29 0 \n",
|
|
"937 175 1704395880 37 39 25 30 29 0 \n",
|
|
"948 175 1704396041 37 39 25 30 29 0 \n",
|
|
"958 175 1704396200 37 39 25 30 29 0 \n",
|
|
"968 175 1704396360 37 39 25 30 29 0 \n",
|
|
"979 175 1704396519 37 39 25 30 29 0 \n",
|
|
"988 175 1704396680 37 39 25 30 29 0 \n",
|
|
"998 175 1704396840 37 39 25 30 29 0 \n",
|
|
"1009 175 1704397000 37 39 25 30 29 0 \n",
|
|
"1019 175 1704397160 37 39 25 30 29 0 \n",
|
|
"1029 175 1704397319 37 39 25 30 29 0 \n",
|
|
"1042 175 1704397480 37 39 25 30 29 0 \n",
|
|
"1051 175 1704397640 37 39 25 30 29 0 \n",
|
|
"1060 175 1704397800 37 39 25 30 29 0 \n",
|
|
"1072 175 1704397959 37 39 25 30 29 0 \n",
|
|
"1082 175 1704398120 37 39 25 30 29 0 \n",
|
|
"1092 175 1704398280 37 39 25 30 29 0 \n",
|
|
"1103 175 1704398440 37 39 25 30 29 0 \n",
|
|
"1114 175 1704398600 37 39 25 30 29 0 \n",
|
|
"1124 175 1704398760 37 39 25 30 29 0 \n",
|
|
"1134 175 1704398920 37 39 25 30 29 0 \n",
|
|
"1143 175 1704399080 37 39 25 30 29 0 \n",
|
|
"1154 175 1704399240 37 39 25 30 29 0 \n",
|
|
"1165 175 1704399400 37 39 25 30 29 0 \n",
|
|
"1176 175 1704399561 37 39 25 30 29 0 \n",
|
|
"1186 175 1704399720 37 39 25 30 29 0 \n",
|
|
"1196 175 1704399880 37 39 25 30 29 0 \n",
|
|
"1205 175 1704400040 37 39 25 30 29 0 \n",
|
|
"1214 175 1704400200 37 39 25 30 29 0 \n",
|
|
"1226 175 1704400359 37 39 25 30 29 0 \n",
|
|
"1236 175 1704400520 37 39 25 30 29 0 \n",
|
|
"1246 175 1704400679 37 39 25 30 29 0 \n",
|
|
"1259 175 1704400840 37 39 25 30 29 0 \n",
|
|
"1268 175 1704401000 37 39 25 30 29 0 \n",
|
|
"1278 175 1704401160 37 39 25 30 29 0 \n",
|
|
"1288 175 1704401320 37 39 25 30 29 0 \n",
|
|
"1297 175 1704401480 37 39 25 30 29 0 \n",
|
|
"1305 175 1704401640 37 39 25 30 29 0 \n",
|
|
"1318 175 1704401800 37 39 25 30 29 0 \n",
|
|
"1326 175 1704401960 37 39 25 30 29 0 \n",
|
|
"1334 175 1704402120 37 39 25 30 29 0 \n",
|
|
"1342 175 1704402281 37 39 25 30 29 0 \n",
|
|
"1349 175 1704402440 37 39 25 30 29 0 \n",
|
|
"1356 175 1704402600 37 39 25 30 29 0 \n",
|
|
"1365 175 1704402760 37 39 25 30 29 0 \n",
|
|
"1373 175 1704402920 37 39 25 30 29 0 \n",
|
|
"1382 175 1704403079 37 39 25 30 29 0 \n",
|
|
"1389 175 1704403240 37 39 25 30 29 0 \n",
|
|
"1396 175 1704403400 37 39 25 30 29 0 \n",
|
|
"1404 175 1704403560 37 39 25 30 29 0 \n",
|
|
"1412 175 1704403720 37 39 25 30 29 0 \n",
|
|
"1419 175 1704403880 37 39 25 30 29 0 \n",
|
|
"1427 175 1704404040 37 39 25 30 29 0 \n",
|
|
"1436 175 1704404200 37 39 25 30 29 0 \n",
|
|
"1443 175 1704404360 37 39 25 30 29 0 \n",
|
|
"1450 175 1704404520 37 39 25 30 29 0 \n",
|
|
"1457 175 1704404680 37 39 25 30 29 0 \n",
|
|
"1464 175 1704404840 37 39 25 30 29 0 \n",
|
|
"1472 175 1704405000 37 39 25 30 29 0 \n",
|
|
"1481 175 1704405161 37 39 25 30 29 0 \n",
|
|
"1489 175 1704405320 37 39 25 30 29 0 \n",
|
|
"1497 175 1704405479 37 39 25 30 29 0 \n",
|
|
"1504 175 1704405640 37 39 25 30 29 0 \n",
|
|
"1511 175 1704405810 40 42 29 26 33 0 \n",
|
|
"1518 175 1704405980 40 42 29 26 33 0 \n",
|
|
"1525 175 1704406150 40 42 29 26 33 0 \n",
|
|
"1534 175 1704406320 40 42 29 26 33 0 \n",
|
|
"1542 175 1704406490 40 42 29 26 33 0 \n",
|
|
"1551 175 1704406660 40 42 29 26 33 0 \n",
|
|
"1559 175 1704406830 40 42 29 26 33 0 \n",
|
|
"1567 175 1704407001 40 42 29 26 33 0 \n",
|
|
"1575 175 1704407170 40 42 29 26 33 0 \n",
|
|
"1585 175 1704407340 40 42 29 26 33 0 \n",
|
|
"1593 175 1704407510 40 42 29 26 33 0 \n",
|
|
"1601 175 1704407680 40 42 29 26 33 0 \n",
|
|
"1610 175 1704407850 40 42 29 26 33 0 \n",
|
|
"1618 175 1704408020 40 42 29 26 33 0 \n",
|
|
"1626 175 1704408190 40 42 29 26 33 0 \n",
|
|
"2189 175 1704419580 40 42 29 26 33 0 \n",
|
|
"2198 175 1704419760 43 45 33 22 37 0 \n",
|
|
"2208 175 1704419940 43 45 33 22 37 0 \n",
|
|
"2219 175 1704420120 43 45 33 22 37 0 \n",
|
|
"2230 175 1704420301 43 45 33 22 37 0 \n",
|
|
"2240 175 1704420480 43 45 33 22 37 0 \n",
|
|
"2250 175 1704420661 43 45 33 22 37 0 \n",
|
|
"2258 175 1704420840 43 45 33 22 37 0 \n",
|
|
"2267 175 1704421020 43 45 33 22 37 0 \n",
|
|
"2278 175 1704421201 43 45 33 22 37 0 \n",
|
|
"2288 175 1704421380 43 45 33 22 37 0 \n",
|
|
"2297 175 1704421560 43 45 33 22 37 0 \n",
|
|
"2306 175 1704421740 43 45 33 22 37 0 \n",
|
|
"2316 175 1704421920 43 45 33 22 37 0 \n",
|
|
"2326 175 1704422100 43 45 33 22 37 0 \n",
|
|
"2336 175 1704422280 43 45 33 22 37 0 \n",
|
|
"2347 175 1704422460 43 45 33 22 37 0 \n",
|
|
"2356 175 1704422640 43 45 33 22 37 0 \n",
|
|
"2364 175 1704422820 43 45 33 22 37 0 \n",
|
|
"2376 175 1704423000 43 45 33 22 37 0 \n",
|
|
"2388 175 1704423180 43 45 33 22 37 0 \n",
|
|
"2396 175 1704423360 43 45 33 22 37 0 \n",
|
|
"2405 175 1704423540 43 45 33 22 37 0 \n",
|
|
"2416 175 1704423720 43 45 33 22 37 0 \n",
|
|
"2424 175 1704423900 43 45 33 22 37 0 \n",
|
|
"2435 175 1704424081 43 45 33 22 37 0 \n",
|
|
"2443 175 1704424260 43 45 33 22 37 0 \n",
|
|
"2454 175 1704424441 43 45 33 22 37 0 \n",
|
|
"2463 175 1704424620 43 45 33 22 37 0 \n",
|
|
"2471 175 1704424800 43 45 33 22 37 0 \n",
|
|
"2481 175 1704424980 43 45 33 22 37 0 \n",
|
|
"2492 175 1704425160 43 45 33 22 37 0 \n",
|
|
"2501 175 1704425339 43 45 33 22 37 0 \n",
|
|
"2511 175 1704425520 43 45 33 22 37 0 \n",
|
|
"2521 175 1704425701 43 45 33 22 37 0 \n",
|
|
"2531 175 1704425880 43 45 33 22 37 0 \n",
|
|
"2541 175 1704426060 43 45 33 22 37 0 \n",
|
|
"2551 175 1704426240 43 45 33 22 37 0 \n",
|
|
"2562 175 1704426420 43 45 33 22 37 0 \n",
|
|
"2570 175 1704426600 43 45 33 22 37 0 \n",
|
|
"2580 175 1704426780 43 45 33 22 37 0 \n",
|
|
"2590 175 1704426960 43 45 33 22 37 0 \n",
|
|
"2599 175 1704427141 43 45 33 22 37 0 \n",
|
|
"2608 175 1704427320 43 45 33 22 37 0 \n",
|
|
"2619 175 1704427500 43 45 33 22 37 0 \n",
|
|
"2629 175 1704427680 43 45 33 22 37 0 \n",
|
|
"2638 175 1704427860 43 45 33 22 37 0 \n",
|
|
"2647 175 1704428040 43 45 33 22 37 0 \n",
|
|
"2657 175 1704428220 43 45 33 22 37 0 \n",
|
|
"2666 175 1704428400 43 45 33 22 37 0 \n",
|
|
"2676 175 1704428580 43 45 33 22 37 0 \n",
|
|
"2687 175 1704428760 43 45 33 22 37 0 \n",
|
|
"2697 175 1704428940 43 45 33 22 37 0 \n",
|
|
"2706 175 1704429120 43 45 33 22 37 0 \n",
|
|
"2715 175 1704429300 43 45 33 22 37 0 \n",
|
|
"2727 175 1704429480 43 45 33 22 37 0 \n",
|
|
"2736 175 1704429660 43 45 33 22 37 0 \n",
|
|
"2745 175 1704429840 43 45 33 22 37 0 \n",
|
|
"2755 175 1704430020 43 45 33 22 37 0 \n",
|
|
"2765 175 1704430201 43 45 33 22 37 0 \n",
|
|
"2775 175 1704430380 43 45 33 22 37 0 \n",
|
|
"2784 175 1704430560 43 45 33 22 37 0 \n",
|
|
"2794 175 1704430740 43 45 33 22 37 0 \n",
|
|
"2803 175 1704430920 43 45 33 22 37 0 \n",
|
|
"2811 175 1704431100 43 45 33 22 37 0 \n",
|
|
"2822 175 1704431280 43 45 33 22 37 0 \n",
|
|
"2828 175 1704431391 43 45 33 22 37 0 \n",
|
|
"2838 175 1704431570 43 45 33 22 37 0 \n",
|
|
"2848 175 1704431750 43 45 33 22 37 0 \n",
|
|
"2858 175 1704431930 43 45 33 22 37 0 \n",
|
|
"2867 175 1704432110 43 45 33 22 37 0 \n",
|
|
"2878 175 1704432290 43 45 33 22 37 0 \n",
|
|
"2887 175 1704432471 43 45 33 22 37 0 \n",
|
|
"2896 175 1704432650 43 45 33 22 37 0 \n",
|
|
"2907 175 1704432830 43 45 33 22 37 0 \n",
|
|
"2917 175 1704433010 43 45 33 22 37 0 \n",
|
|
"2926 175 1704433189 43 45 33 22 37 0 \n",
|
|
"2935 175 1704433370 43 45 33 22 37 0 \n",
|
|
"2944 175 1704433550 43 45 33 22 37 0 \n",
|
|
"2954 175 1704433730 43 45 33 22 37 0 \n",
|
|
"2962 175 1704433910 43 45 33 22 37 0 \n",
|
|
"2971 175 1704434090 43 45 33 22 37 0 \n",
|
|
"2979 175 1704434270 43 45 33 22 37 0 \n",
|
|
"2987 175 1704434450 43 45 33 22 37 0 \n",
|
|
"2997 175 1704434630 43 45 33 22 37 0 \n",
|
|
"3007 175 1704434810 43 45 33 22 37 0 \n",
|
|
"3016 175 1704434989 43 45 33 22 37 0 \n",
|
|
"3026 175 1704435170 43 45 33 22 37 0 \n",
|
|
"3037 175 1704435351 43 45 33 22 37 0 \n",
|
|
"3047 175 1704435530 43 45 33 22 37 0 \n",
|
|
"3056 175 1704435710 43 45 33 22 37 0 \n",
|
|
"3065 175 1704435890 43 45 33 22 37 0 \n",
|
|
"3076 175 1704436070 43 45 33 22 37 0 \n",
|
|
"3085 175 1704436251 43 45 33 22 37 0 \n",
|
|
"3095 175 1704436430 43 45 33 22 37 0 \n",
|
|
"3106 175 1704436610 43 45 33 22 37 0 \n",
|
|
"3115 175 1704436790 43 45 33 22 37 0 \n",
|
|
"3124 175 1704436970 43 45 33 22 37 0 \n",
|
|
"3133 175 1704437150 43 45 33 22 37 0 \n",
|
|
"3144 175 1704437330 43 45 33 22 37 0 \n",
|
|
"3153 175 1704437510 43 45 33 22 37 0 \n",
|
|
"3162 175 1704437690 43 45 33 22 37 0 \n",
|
|
"3172 175 1704437870 43 45 33 22 37 0 \n",
|
|
"3182 175 1704438050 43 45 33 22 37 0 \n",
|
|
"3192 175 1704438230 43 45 33 22 37 0 \n",
|
|
"3201 175 1704438409 43 45 33 22 37 0 \n",
|
|
"3212 175 1704438590 43 45 33 22 37 0 \n",
|
|
"3221 175 1704438770 43 45 33 22 37 0 \n",
|
|
"3231 175 1704438950 43 45 33 22 37 0 \n",
|
|
"3243 175 1704439130 43 45 33 22 37 0 \n",
|
|
"3252 175 1704439310 43 45 33 22 37 0 \n",
|
|
"3262 175 1704439490 43 45 33 22 37 0 \n",
|
|
"3271 175 1704439670 43 45 33 22 37 0 \n",
|
|
"3281 175 1704439850 43 45 33 22 37 0 \n",
|
|
"3291 175 1704440030 43 45 33 22 37 0 \n",
|
|
"3300 175 1704440210 43 45 33 22 37 0 \n",
|
|
"3310 175 1704440390 43 45 33 22 37 0 \n",
|
|
"3319 175 1704440569 43 45 33 22 37 0 \n",
|
|
"3328 175 1704440750 43 45 33 22 37 0 \n",
|
|
"3339 175 1704440930 43 45 33 22 37 0 \n",
|
|
"3349 175 1704441110 43 45 33 22 37 0 \n",
|
|
"3358 175 1704441290 43 45 33 22 37 0 \n",
|
|
"3368 175 1704441470 43 45 33 22 37 0 \n",
|
|
"3378 175 1704441650 43 45 33 22 37 0 \n",
|
|
"3388 175 1704441830 43 45 33 22 37 0 \n",
|
|
"3397 175 1704442009 43 45 33 22 37 0 \n",
|
|
"3407 175 1704442190 43 45 33 22 37 0 \n",
|
|
"3416 175 1704442371 43 45 33 22 37 0 \n",
|
|
"3424 175 1704442550 43 45 33 22 37 0 \n",
|
|
"3434 175 1704442730 43 45 33 22 37 0 \n",
|
|
"3444 175 1704442909 43 45 33 22 37 0 \n",
|
|
"3454 175 1704443090 43 45 33 22 37 0 \n",
|
|
"3463 175 1704443270 43 45 33 22 37 0 \n",
|
|
"3472 175 1704443450 43 45 33 22 37 0 \n",
|
|
"3483 175 1704443630 43 45 33 22 37 0 \n",
|
|
"3484 175 1704443643 43 45 33 22 37 0 \n",
|
|
"3493 175 1704443820 43 45 33 22 37 0 \n",
|
|
"3502 175 1704444000 43 45 33 22 37 0 \n",
|
|
"3512 175 1704444180 43 45 33 22 37 0 \n",
|
|
"3522 175 1704444360 43 45 33 22 37 0 \n",
|
|
"3533 175 1704444541 43 45 33 22 37 0 \n",
|
|
"3542 175 1704444720 43 45 33 22 37 0 \n",
|
|
"3553 175 1704444900 43 45 33 22 37 0 \n",
|
|
"3563 175 1704445080 43 45 33 22 37 0 \n",
|
|
"3572 175 1704445260 43 45 33 22 37 0 \n",
|
|
"3583 175 1704445440 43 45 33 22 37 0 \n",
|
|
"3591 175 1704445619 43 45 33 22 37 0 \n",
|
|
"3601 175 1704445800 43 45 33 22 37 0 \n",
|
|
"3611 175 1704445980 43 45 33 22 37 0 \n",
|
|
"3620 175 1704446160 43 45 33 22 37 0 \n",
|
|
"3630 175 1704446340 43 45 33 22 37 0 \n",
|
|
"3639 175 1704446519 43 45 33 22 37 0 \n",
|
|
"3649 175 1704446700 43 45 33 22 37 0 \n",
|
|
"3658 175 1704446880 43 45 33 22 37 0 \n",
|
|
"3667 175 1704447060 43 45 33 22 37 0 \n",
|
|
"3679 175 1704447250 46 48 37 18 41 0 \n",
|
|
"3689 175 1704447440 46 48 37 18 41 0 \n",
|
|
"3698 175 1704447630 46 48 37 18 41 0 \n",
|
|
"3708 175 1704447819 46 48 37 18 41 0 \n",
|
|
"3718 175 1704448010 46 48 37 18 41 0 \n",
|
|
"3728 175 1704448200 46 48 37 18 41 0 \n",
|
|
"3738 175 1704448389 46 48 37 18 41 0 \n",
|
|
"3747 175 1704448580 46 48 37 18 41 0 \n",
|
|
"3758 175 1704448770 46 48 37 18 41 0 \n",
|
|
"3767 175 1704448961 46 48 37 18 41 0 \n",
|
|
"3777 175 1704449150 46 48 37 18 41 0 \n",
|
|
"3787 175 1704449340 46 48 37 18 41 0 \n",
|
|
"3796 175 1704449531 46 48 37 18 41 0 \n",
|
|
"3805 175 1704449720 46 48 37 18 41 0 \n",
|
|
"3815 175 1704449909 46 48 37 18 41 0 \n",
|
|
"\n",
|
|
" ddur_7 ddur_8 cycle offset diff \n",
|
|
"18 0 0 160 57 160 \n",
|
|
"28 0 0 160 57 160 \n",
|
|
"38 0 0 160 57 160 \n",
|
|
"47 0 0 160 57 160 \n",
|
|
"57 0 0 160 57 160 \n",
|
|
"67 0 0 160 57 160 \n",
|
|
"79 0 0 160 57 160 \n",
|
|
"88 0 0 160 57 161 \n",
|
|
"97 0 0 160 57 159 \n",
|
|
"107 0 0 160 57 160 \n",
|
|
"116 0 0 160 57 160 \n",
|
|
"127 0 0 160 57 160 \n",
|
|
"139 0 0 160 57 160 \n",
|
|
"152 0 0 160 57 161 \n",
|
|
"161 0 0 160 57 159 \n",
|
|
"171 0 0 160 57 160 \n",
|
|
"182 0 0 160 57 160 \n",
|
|
"191 0 0 160 57 160 \n",
|
|
"201 0 0 160 57 160 \n",
|
|
"213 0 0 160 57 161 \n",
|
|
"222 0 0 160 57 159 \n",
|
|
"232 0 0 160 57 160 \n",
|
|
"242 0 0 160 57 160 \n",
|
|
"253 0 0 160 57 160 \n",
|
|
"263 0 0 160 57 160 \n",
|
|
"272 0 0 160 57 160 \n",
|
|
"283 0 0 160 57 160 \n",
|
|
"308 0 0 160 57 438 \n",
|
|
"317 0 0 160 57 162 \n",
|
|
"326 0 0 160 57 160 \n",
|
|
"337 0 0 160 57 160 \n",
|
|
"346 0 0 160 57 160 \n",
|
|
"356 0 0 160 57 160 \n",
|
|
"366 0 0 160 57 160 \n",
|
|
"374 0 0 160 57 160 \n",
|
|
"383 0 0 160 57 161 \n",
|
|
"391 0 0 160 57 159 \n",
|
|
"400 0 0 160 57 160 \n",
|
|
"410 0 0 160 57 160 \n",
|
|
"420 0 0 160 57 161 \n",
|
|
"429 0 0 160 57 159 \n",
|
|
"438 0 0 160 57 160 \n",
|
|
"447 0 0 160 57 160 \n",
|
|
"455 0 0 160 57 160 \n",
|
|
"465 0 0 160 57 160 \n",
|
|
"477 0 0 160 57 161 \n",
|
|
"485 0 0 160 57 159 \n",
|
|
"495 0 0 160 57 160 \n",
|
|
"505 0 0 160 57 160 \n",
|
|
"513 0 0 160 57 160 \n",
|
|
"522 0 0 160 57 160 \n",
|
|
"531 0 0 160 57 160 \n",
|
|
"540 0 0 160 57 160 \n",
|
|
"550 0 0 160 57 160 \n",
|
|
"558 0 0 160 57 160 \n",
|
|
"568 0 0 160 57 160 \n",
|
|
"577 0 0 160 57 160 \n",
|
|
"586 0 0 160 57 161 \n",
|
|
"595 0 0 160 57 159 \n",
|
|
"604 0 0 160 57 160 \n",
|
|
"614 0 0 160 57 160 \n",
|
|
"624 0 0 160 57 161 \n",
|
|
"635 0 0 160 57 159 \n",
|
|
"644 0 0 160 57 160 \n",
|
|
"652 0 0 160 57 160 \n",
|
|
"661 0 0 160 57 160 \n",
|
|
"673 0 0 160 57 160 \n",
|
|
"682 0 0 160 57 160 \n",
|
|
"691 0 0 160 57 160 \n",
|
|
"701 0 0 160 57 160 \n",
|
|
"711 0 0 160 57 160 \n",
|
|
"719 0 0 160 57 160 \n",
|
|
"728 0 0 160 57 160 \n",
|
|
"737 0 0 160 57 160 \n",
|
|
"746 0 0 160 57 160 \n",
|
|
"756 0 0 160 57 160 \n",
|
|
"766 0 0 160 57 160 \n",
|
|
"774 0 0 160 57 160 \n",
|
|
"783 0 0 160 57 160 \n",
|
|
"793 0 0 160 57 160 \n",
|
|
"802 0 0 160 57 161 \n",
|
|
"812 0 0 160 57 159 \n",
|
|
"823 0 0 160 57 160 \n",
|
|
"833 0 0 160 57 160 \n",
|
|
"842 0 0 160 57 160 \n",
|
|
"853 0 0 160 57 160 \n",
|
|
"863 0 0 160 57 160 \n",
|
|
"872 0 0 160 57 160 \n",
|
|
"884 0 0 160 57 159 \n",
|
|
"895 0 0 160 57 161 \n",
|
|
"904 0 0 160 57 160 \n",
|
|
"916 0 0 160 57 159 \n",
|
|
"925 0 0 160 57 161 \n",
|
|
"937 0 0 160 57 160 \n",
|
|
"948 0 0 160 57 161 \n",
|
|
"958 0 0 160 57 159 \n",
|
|
"968 0 0 160 57 160 \n",
|
|
"979 0 0 160 57 159 \n",
|
|
"988 0 0 160 57 161 \n",
|
|
"998 0 0 160 57 160 \n",
|
|
"1009 0 0 160 57 160 \n",
|
|
"1019 0 0 160 57 160 \n",
|
|
"1029 0 0 160 57 159 \n",
|
|
"1042 0 0 160 57 161 \n",
|
|
"1051 0 0 160 57 160 \n",
|
|
"1060 0 0 160 57 160 \n",
|
|
"1072 0 0 160 57 159 \n",
|
|
"1082 0 0 160 57 161 \n",
|
|
"1092 0 0 160 57 160 \n",
|
|
"1103 0 0 160 57 160 \n",
|
|
"1114 0 0 160 57 160 \n",
|
|
"1124 0 0 160 57 160 \n",
|
|
"1134 0 0 160 57 160 \n",
|
|
"1143 0 0 160 57 160 \n",
|
|
"1154 0 0 160 57 160 \n",
|
|
"1165 0 0 160 57 160 \n",
|
|
"1176 0 0 160 57 161 \n",
|
|
"1186 0 0 160 57 159 \n",
|
|
"1196 0 0 160 57 160 \n",
|
|
"1205 0 0 160 57 160 \n",
|
|
"1214 0 0 160 57 160 \n",
|
|
"1226 0 0 160 57 159 \n",
|
|
"1236 0 0 160 57 161 \n",
|
|
"1246 0 0 160 57 159 \n",
|
|
"1259 0 0 160 57 161 \n",
|
|
"1268 0 0 160 57 160 \n",
|
|
"1278 0 0 160 57 160 \n",
|
|
"1288 0 0 160 57 160 \n",
|
|
"1297 0 0 160 57 160 \n",
|
|
"1305 0 0 160 57 160 \n",
|
|
"1318 0 0 160 57 160 \n",
|
|
"1326 0 0 160 57 160 \n",
|
|
"1334 0 0 160 57 160 \n",
|
|
"1342 0 0 160 57 161 \n",
|
|
"1349 0 0 160 57 159 \n",
|
|
"1356 0 0 160 57 160 \n",
|
|
"1365 0 0 160 57 160 \n",
|
|
"1373 0 0 160 57 160 \n",
|
|
"1382 0 0 160 57 159 \n",
|
|
"1389 0 0 160 57 161 \n",
|
|
"1396 0 0 160 57 160 \n",
|
|
"1404 0 0 160 57 160 \n",
|
|
"1412 0 0 160 57 160 \n",
|
|
"1419 0 0 160 57 160 \n",
|
|
"1427 0 0 160 57 160 \n",
|
|
"1436 0 0 160 57 160 \n",
|
|
"1443 0 0 160 57 160 \n",
|
|
"1450 0 0 160 57 160 \n",
|
|
"1457 0 0 160 57 160 \n",
|
|
"1464 0 0 160 57 160 \n",
|
|
"1472 0 0 160 57 160 \n",
|
|
"1481 0 0 160 57 161 \n",
|
|
"1489 0 0 160 57 159 \n",
|
|
"1497 0 0 160 57 159 \n",
|
|
"1504 0 0 160 57 161 \n",
|
|
"1511 0 0 170 40 170 \n",
|
|
"1518 0 0 170 40 170 \n",
|
|
"1525 0 0 170 40 170 \n",
|
|
"1534 0 0 170 40 170 \n",
|
|
"1542 0 0 170 40 170 \n",
|
|
"1551 0 0 170 40 170 \n",
|
|
"1559 0 0 170 40 170 \n",
|
|
"1567 0 0 170 40 171 \n",
|
|
"1575 0 0 170 40 169 \n",
|
|
"1585 0 0 170 40 170 \n",
|
|
"1593 0 0 170 40 170 \n",
|
|
"1601 0 0 170 40 170 \n",
|
|
"1610 0 0 170 40 170 \n",
|
|
"1618 0 0 170 40 170 \n",
|
|
"1626 0 0 170 40 170 \n",
|
|
"2189 0 0 170 40 11390 \n",
|
|
"2198 0 0 180 28 180 \n",
|
|
"2208 0 0 180 28 180 \n",
|
|
"2219 0 0 180 28 180 \n",
|
|
"2230 0 0 180 28 181 \n",
|
|
"2240 0 0 180 28 179 \n",
|
|
"2250 0 0 180 28 181 \n",
|
|
"2258 0 0 180 28 179 \n",
|
|
"2267 0 0 180 28 180 \n",
|
|
"2278 0 0 180 28 181 \n",
|
|
"2288 0 0 180 28 179 \n",
|
|
"2297 0 0 180 28 180 \n",
|
|
"2306 0 0 180 28 180 \n",
|
|
"2316 0 0 180 28 180 \n",
|
|
"2326 0 0 180 28 180 \n",
|
|
"2336 0 0 180 28 180 \n",
|
|
"2347 0 0 180 28 180 \n",
|
|
"2356 0 0 180 28 180 \n",
|
|
"2364 0 0 180 28 180 \n",
|
|
"2376 0 0 180 28 180 \n",
|
|
"2388 0 0 180 28 180 \n",
|
|
"2396 0 0 180 28 180 \n",
|
|
"2405 0 0 180 28 180 \n",
|
|
"2416 0 0 180 28 180 \n",
|
|
"2424 0 0 180 28 180 \n",
|
|
"2435 0 0 180 28 181 \n",
|
|
"2443 0 0 180 28 179 \n",
|
|
"2454 0 0 180 28 181 \n",
|
|
"2463 0 0 180 28 179 \n",
|
|
"2471 0 0 180 28 180 \n",
|
|
"2481 0 0 180 28 180 \n",
|
|
"2492 0 0 180 28 180 \n",
|
|
"2501 0 0 180 28 179 \n",
|
|
"2511 0 0 180 28 181 \n",
|
|
"2521 0 0 180 28 181 \n",
|
|
"2531 0 0 180 28 179 \n",
|
|
"2541 0 0 180 28 180 \n",
|
|
"2551 0 0 180 28 180 \n",
|
|
"2562 0 0 180 28 180 \n",
|
|
"2570 0 0 180 28 180 \n",
|
|
"2580 0 0 180 28 180 \n",
|
|
"2590 0 0 180 28 180 \n",
|
|
"2599 0 0 180 28 181 \n",
|
|
"2608 0 0 180 28 179 \n",
|
|
"2619 0 0 180 28 180 \n",
|
|
"2629 0 0 180 28 180 \n",
|
|
"2638 0 0 180 28 180 \n",
|
|
"2647 0 0 180 28 180 \n",
|
|
"2657 0 0 180 28 180 \n",
|
|
"2666 0 0 180 28 180 \n",
|
|
"2676 0 0 180 28 180 \n",
|
|
"2687 0 0 180 28 180 \n",
|
|
"2697 0 0 180 28 180 \n",
|
|
"2706 0 0 180 28 180 \n",
|
|
"2715 0 0 180 28 180 \n",
|
|
"2727 0 0 180 28 180 \n",
|
|
"2736 0 0 180 28 180 \n",
|
|
"2745 0 0 180 28 180 \n",
|
|
"2755 0 0 180 28 180 \n",
|
|
"2765 0 0 180 28 181 \n",
|
|
"2775 0 0 180 28 179 \n",
|
|
"2784 0 0 180 28 180 \n",
|
|
"2794 0 0 180 28 180 \n",
|
|
"2803 0 0 180 28 180 \n",
|
|
"2811 0 0 180 28 180 \n",
|
|
"2822 0 0 180 28 180 \n",
|
|
"2828 0 0 180 28 111 \n",
|
|
"2838 0 0 180 28 179 \n",
|
|
"2848 0 0 180 28 180 \n",
|
|
"2858 0 0 180 28 180 \n",
|
|
"2867 0 0 180 28 180 \n",
|
|
"2878 0 0 180 28 180 \n",
|
|
"2887 0 0 180 28 181 \n",
|
|
"2896 0 0 180 28 179 \n",
|
|
"2907 0 0 180 28 180 \n",
|
|
"2917 0 0 180 28 180 \n",
|
|
"2926 0 0 180 28 179 \n",
|
|
"2935 0 0 180 28 181 \n",
|
|
"2944 0 0 180 28 180 \n",
|
|
"2954 0 0 180 28 180 \n",
|
|
"2962 0 0 180 28 180 \n",
|
|
"2971 0 0 180 28 180 \n",
|
|
"2979 0 0 180 28 180 \n",
|
|
"2987 0 0 180 28 180 \n",
|
|
"2997 0 0 180 28 180 \n",
|
|
"3007 0 0 180 28 180 \n",
|
|
"3016 0 0 180 28 179 \n",
|
|
"3026 0 0 180 28 181 \n",
|
|
"3037 0 0 180 28 181 \n",
|
|
"3047 0 0 180 28 179 \n",
|
|
"3056 0 0 180 28 180 \n",
|
|
"3065 0 0 180 28 180 \n",
|
|
"3076 0 0 180 28 180 \n",
|
|
"3085 0 0 180 28 181 \n",
|
|
"3095 0 0 180 28 179 \n",
|
|
"3106 0 0 180 28 180 \n",
|
|
"3115 0 0 180 28 180 \n",
|
|
"3124 0 0 180 28 180 \n",
|
|
"3133 0 0 180 28 180 \n",
|
|
"3144 0 0 180 28 180 \n",
|
|
"3153 0 0 180 28 180 \n",
|
|
"3162 0 0 180 28 180 \n",
|
|
"3172 0 0 180 28 180 \n",
|
|
"3182 0 0 180 28 180 \n",
|
|
"3192 0 0 180 28 180 \n",
|
|
"3201 0 0 180 28 179 \n",
|
|
"3212 0 0 180 28 181 \n",
|
|
"3221 0 0 180 28 180 \n",
|
|
"3231 0 0 180 28 180 \n",
|
|
"3243 0 0 180 28 180 \n",
|
|
"3252 0 0 180 28 180 \n",
|
|
"3262 0 0 180 28 180 \n",
|
|
"3271 0 0 180 28 180 \n",
|
|
"3281 0 0 180 28 180 \n",
|
|
"3291 0 0 180 28 180 \n",
|
|
"3300 0 0 180 28 180 \n",
|
|
"3310 0 0 180 28 180 \n",
|
|
"3319 0 0 180 28 179 \n",
|
|
"3328 0 0 180 28 181 \n",
|
|
"3339 0 0 180 28 180 \n",
|
|
"3349 0 0 180 28 180 \n",
|
|
"3358 0 0 180 28 180 \n",
|
|
"3368 0 0 180 28 180 \n",
|
|
"3378 0 0 180 28 180 \n",
|
|
"3388 0 0 180 28 180 \n",
|
|
"3397 0 0 180 28 179 \n",
|
|
"3407 0 0 180 28 181 \n",
|
|
"3416 0 0 180 28 181 \n",
|
|
"3424 0 0 180 28 179 \n",
|
|
"3434 0 0 180 28 180 \n",
|
|
"3444 0 0 180 28 179 \n",
|
|
"3454 0 0 180 28 181 \n",
|
|
"3463 0 0 180 28 180 \n",
|
|
"3472 0 0 180 28 180 \n",
|
|
"3483 0 0 180 28 180 \n",
|
|
"3484 0 0 180 28 13 \n",
|
|
"3493 0 0 180 28 177 \n",
|
|
"3502 0 0 180 28 180 \n",
|
|
"3512 0 0 180 28 180 \n",
|
|
"3522 0 0 180 28 180 \n",
|
|
"3533 0 0 180 28 181 \n",
|
|
"3542 0 0 180 28 179 \n",
|
|
"3553 0 0 180 28 180 \n",
|
|
"3563 0 0 180 28 180 \n",
|
|
"3572 0 0 180 28 180 \n",
|
|
"3583 0 0 180 28 180 \n",
|
|
"3591 0 0 180 28 179 \n",
|
|
"3601 0 0 180 28 181 \n",
|
|
"3611 0 0 180 28 180 \n",
|
|
"3620 0 0 180 28 180 \n",
|
|
"3630 0 0 180 28 180 \n",
|
|
"3639 0 0 180 28 179 \n",
|
|
"3649 0 0 180 28 181 \n",
|
|
"3658 0 0 180 28 180 \n",
|
|
"3667 0 0 180 28 180 \n",
|
|
"3679 0 0 190 18 190 \n",
|
|
"3689 0 0 190 18 190 \n",
|
|
"3698 0 0 190 18 190 \n",
|
|
"3708 0 0 190 18 189 \n",
|
|
"3718 0 0 190 18 191 \n",
|
|
"3728 0 0 190 18 190 \n",
|
|
"3738 0 0 190 18 189 \n",
|
|
"3747 0 0 190 18 191 \n",
|
|
"3758 0 0 190 18 190 \n",
|
|
"3767 0 0 190 18 191 \n",
|
|
"3777 0 0 190 18 189 \n",
|
|
"3787 0 0 190 18 190 \n",
|
|
"3796 0 0 190 18 191 \n",
|
|
"3805 0 0 190 18 189 \n",
|
|
"3815 0 0 190 18 189 "
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"hist = history.copy()[history.inter_no==175]\n",
|
|
"hist['diff'] = hist['end_unix'].diff()\n",
|
|
"hist = hist[1:]\n",
|
|
"hist\n",
|
|
"hist['diff'] = hist['diff'].astype(int)\n",
|
|
"with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
|
|
" display(hist)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# 3. 결측, 이상치 처리"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 13,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
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"<div>\n",
|
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"<style scoped>\n",
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" .dataframe tbody tr th:only-of-type {\n",
|
|
" vertical-align: middle;\n",
|
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" }\n",
|
|
"\n",
|
|
" .dataframe tbody tr th {\n",
|
|
" vertical-align: top;\n",
|
|
" }\n",
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"\n",
|
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" .dataframe thead th {\n",
|
|
" text-align: right;\n",
|
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" }\n",
|
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"</style>\n",
|
|
"<table border=\"1\" class=\"dataframe\">\n",
|
|
" <thead>\n",
|
|
" <tr style=\"text-align: right;\">\n",
|
|
" <th></th>\n",
|
|
" <th>inter_no</th>\n",
|
|
" <th>start_unix</th>\n",
|
|
" <th>dura_A1</th>\n",
|
|
" <th>dura_A2</th>\n",
|
|
" <th>dura_A3</th>\n",
|
|
" <th>dura_A4</th>\n",
|
|
" <th>dura_A5</th>\n",
|
|
" <th>dura_A6</th>\n",
|
|
" <th>dura_A7</th>\n",
|
|
" <th>dura_A8</th>\n",
|
|
" <th>dura_B1</th>\n",
|
|
" <th>dura_B2</th>\n",
|
|
" <th>dura_B3</th>\n",
|
|
" <th>dura_B4</th>\n",
|
|
" <th>dura_B5</th>\n",
|
|
" <th>dura_B6</th>\n",
|
|
" <th>dura_B7</th>\n",
|
|
" <th>dura_B8</th>\n",
|
|
" <th>cycle</th>\n",
|
|
" <th>pstart_unix</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>0</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704380400</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>59</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>1704380400</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704405600</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>59</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>1704405600</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704412800</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>59</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>1704412800</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1704447000</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>59</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>1704447000</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>4</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>1704380400</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>73</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>73</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>150</td>\n",
|
|
" <td>1704380400</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>5</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>1704405600</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>93</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>93</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>1704405600</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>6</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>1704412800</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>103</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>103</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>1704412800</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>7</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>1704447000</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>113</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>113</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>1704447000</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>8</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>1704380400</td>\n",
|
|
" <td>36</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>68</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>36</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>68</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>150</td>\n",
|
|
" <td>1704380400</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>9</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>1704405600</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>71</td>\n",
|
|
" <td>34</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>71</td>\n",
|
|
" <td>34</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>1704405600</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" inter_no start_unix dura_A1 dura_A2 dura_A3 dura_A4 dura_A5 dura_A6 \\\n",
|
|
"0 175 1704380400 37 39 55 29 0 0 \n",
|
|
"1 175 1704405600 40 42 55 33 0 0 \n",
|
|
"2 175 1704412800 43 45 55 37 0 0 \n",
|
|
"3 175 1704447000 46 48 55 41 0 0 \n",
|
|
"4 176 1704380400 37 73 40 0 0 0 \n",
|
|
"5 176 1704405600 37 93 40 0 0 0 \n",
|
|
"6 176 1704412800 37 103 40 0 0 0 \n",
|
|
"7 176 1704447000 37 113 40 0 0 0 \n",
|
|
"8 177 1704380400 36 20 68 26 0 0 \n",
|
|
"9 177 1704405600 40 25 71 34 0 0 \n",
|
|
"\n",
|
|
" dura_A7 dura_A8 dura_B1 dura_B2 dura_B3 dura_B4 dura_B5 dura_B6 \\\n",
|
|
"0 0 0 37 39 25 59 0 0 \n",
|
|
"1 0 0 40 42 29 59 0 0 \n",
|
|
"2 0 0 43 45 33 59 0 0 \n",
|
|
"3 0 0 46 48 37 59 0 0 \n",
|
|
"4 0 0 37 73 40 0 0 0 \n",
|
|
"5 0 0 37 93 40 0 0 0 \n",
|
|
"6 0 0 37 103 40 0 0 0 \n",
|
|
"7 0 0 37 113 40 0 0 0 \n",
|
|
"8 0 0 36 20 68 26 0 0 \n",
|
|
"9 0 0 40 25 71 34 0 0 \n",
|
|
"\n",
|
|
" dura_B7 dura_B8 cycle pstart_unix \n",
|
|
"0 0 0 160 1704380400 \n",
|
|
"1 0 0 170 1704405600 \n",
|
|
"2 0 0 180 1704412800 \n",
|
|
"3 0 0 190 1704447000 \n",
|
|
"4 0 0 150 1704380400 \n",
|
|
"5 0 0 170 1704405600 \n",
|
|
"6 0 0 180 1704412800 \n",
|
|
"7 0 0 190 1704447000 \n",
|
|
"8 0 0 150 1704380400 \n",
|
|
"9 0 0 170 1704405600 "
|
|
]
|
|
},
|
|
"execution_count": 13,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"planned = plan.copy()\n",
|
|
"planned['start_unix'] = planned['start_hour'] * 3600 +planned['start_minute'] * 60 + midnight\n",
|
|
"start_unixes = planned.start_unix.unique()\n",
|
|
"planned['pstart_unix'] = planned['start_unix'].apply(lambda x:start_unixes[sum(start_unixes <= x) - 1]) # the unix time when the program started\n",
|
|
"planned = planned[['inter_no', 'start_unix'] + [f'dura_{alph}{j}' for alph in ['A', 'B'] for j in range(1,9)] + ['cycle', 'pstart_unix']]\n",
|
|
"planned.head(10)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 14,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"array([175, 202, 201, 210, 211, 176, 178, 177, 206], dtype=int64)"
|
|
]
|
|
},
|
|
"execution_count": 14,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"make_histid(100).inter_no.unique()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 84,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"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>inter_no</th>\n",
|
|
" <th>start_hour</th>\n",
|
|
" <th>start_minute</th>\n",
|
|
" <th>ddur_1</th>\n",
|
|
" <th>ddur_2</th>\n",
|
|
" <th>ddur_3</th>\n",
|
|
" <th>ddur_4</th>\n",
|
|
" <th>ddur_5</th>\n",
|
|
" <th>ddur_6</th>\n",
|
|
" <th>ddur_7</th>\n",
|
|
" <th>ddur_8</th>\n",
|
|
" <th>cycle</th>\n",
|
|
" <th>offset</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>0</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>160</td>\n",
|
|
" <td>57</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>7</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>42</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>40</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>9</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>43</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>33</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>28</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>46</td>\n",
|
|
" <td>48</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>18</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>4</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>73</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>150</td>\n",
|
|
" <td>131</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>5</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>7</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>93</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>153</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>6</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>9</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>103</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>180</td>\n",
|
|
" <td>169</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>7</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>113</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>190</td>\n",
|
|
" <td>185</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>8</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>36</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>68</td>\n",
|
|
" <td>26</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>150</td>\n",
|
|
" <td>35</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>9</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>7</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>40</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>71</td>\n",
|
|
" <td>34</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>170</td>\n",
|
|
" <td>33</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" inter_no start_hour start_minute ddur_1 ddur_2 ddur_3 ddur_4 ddur_5 \\\n",
|
|
"0 175 0 0 37 39 25 30 29 \n",
|
|
"1 175 7 0 40 42 29 26 33 \n",
|
|
"2 175 9 0 43 45 33 22 37 \n",
|
|
"3 175 18 30 46 48 37 18 41 \n",
|
|
"4 176 0 0 37 73 40 0 0 \n",
|
|
"5 176 7 0 37 93 40 0 0 \n",
|
|
"6 176 9 0 37 103 40 0 0 \n",
|
|
"7 176 18 30 37 113 40 0 0 \n",
|
|
"8 177 0 0 36 20 68 26 0 \n",
|
|
"9 177 7 0 40 25 71 34 0 \n",
|
|
"\n",
|
|
" ddur_6 ddur_7 ddur_8 cycle offset \n",
|
|
"0 0 0 0 160 57 \n",
|
|
"1 0 0 0 170 40 \n",
|
|
"2 0 0 0 180 28 \n",
|
|
"3 0 0 0 190 18 \n",
|
|
"4 0 0 0 150 131 \n",
|
|
"5 0 0 0 170 153 \n",
|
|
"6 0 0 0 180 169 \n",
|
|
"7 0 0 0 190 185 \n",
|
|
"8 0 0 0 150 35 \n",
|
|
"9 0 0 0 170 33 "
|
|
]
|
|
},
|
|
"execution_count": 84,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"pland = plan.copy() # A, B가 통합된 plan (plan detailed)\n",
|
|
"cums_A = np.array(pland[[f'dura_A{k}' for k in range(1,9)]].cumsum(axis=1))\n",
|
|
"cums_B = np.array(pland[[f'dura_B{k}' for k in range(1,9)]].cumsum(axis=1))\n",
|
|
"detailed_cums = []\n",
|
|
"i = 0\n",
|
|
"for row_A, row_B in zip(cums_A, cums_B):\n",
|
|
" combined_row = np.unique(np.concatenate((row_A, row_B)))\n",
|
|
" ddur = np.concatenate(([combined_row[0]], np.diff(combined_row)))\n",
|
|
" ddur = np.pad(ddur, (0, 8 - len(ddur)), constant_values=(0))\n",
|
|
" detailed_cums.append(ddur)\n",
|
|
" for j in range(8):\n",
|
|
" pland.at[i, f'ddur_{j+1}'] = ddur[j]\n",
|
|
" i+=1\n",
|
|
"pland = pland[['inter_no', 'start_hour', 'start_minute'] + [f'ddur_{i}' for i in range(1,9)] + ['cycle', 'offset']] # plan detailed\n",
|
|
"pland[[f'ddur_{i}' for i in range(1,9)]] = pland[[f'ddur_{i}' for i in range(1,9)]].astype(int)\n",
|
|
"pland[:10]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"histid = make_histid(25)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 120,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"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>inter_no</th>\n",
|
|
" <th>phas_A</th>\n",
|
|
" <th>phas_B</th>\n",
|
|
" <th>duration</th>\n",
|
|
" <th>inc_edge_A</th>\n",
|
|
" <th>inc_edge_B</th>\n",
|
|
" <th>out_edge_A</th>\n",
|
|
" <th>out_edge_B</th>\n",
|
|
" <th>diff</th>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>start_unix</th>\n",
|
|
" <th></th>\n",
|
|
" <th></th>\n",
|
|
" <th></th>\n",
|
|
" <th></th>\n",
|
|
" <th></th>\n",
|
|
" <th></th>\n",
|
|
" <th></th>\n",
|
|
" <th></th>\n",
|
|
" <th></th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>1704384400</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704384400</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704384400</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704384400</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704384400</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704384560</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704384560</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704384560</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704384560</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704384560</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704384720</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704384720</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704384720</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704384720</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704384720</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385318</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>598</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385318</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385318</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385318</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385318</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385480</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>162</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385480</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385480</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385480</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385480</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385640</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385640</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385640</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385640</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385640</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385800</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385800</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385800</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385800</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385800</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385960</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385960</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385960</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385960</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704385960</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386120</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386120</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386120</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386120</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386120</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386280</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386280</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386280</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386280</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386280</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386440</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386440</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386440</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386440</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386440</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386601</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386601</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386601</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386601</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386601</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386760</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386760</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386760</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386760</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386760</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386920</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386920</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386920</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386920</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704386920</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387080</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387080</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387080</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387080</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387080</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387241</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>161</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387241</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387241</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387241</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387241</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387400</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>159</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387400</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387400</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387400</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387400</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387560</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387560</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387560</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387560</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387560</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387720</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387720</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387720</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387720</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387720</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" inter_no phas_A phas_B duration inc_edge_A inc_edge_B \\\n",
|
|
"start_unix \n",
|
|
"1704384400 175 1 1 37 -571542797_02 -571500487_01 \n",
|
|
"1704384400 175 2 2 39 -571500487_01 -571542797_02 \n",
|
|
"1704384400 175 3 3 25 571545870_02 571545870_02 \n",
|
|
"1704384400 175 3 4 30 571545870_02 571510153_02 \n",
|
|
"1704384400 175 4 4 29 571510153_02 571510153_02 \n",
|
|
"1704384560 175 1 1 37 -571542797_02 -571500487_01 \n",
|
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"1704384560 175 2 2 39 -571500487_01 -571542797_02 \n",
|
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"1704384560 175 3 3 25 571545870_02 571545870_02 \n",
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"1704384560 175 3 4 30 571545870_02 571510153_02 \n",
|
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"1704384560 175 4 4 29 571510153_02 571510153_02 \n",
|
|
"1704384720 175 1 1 37 -571542797_02 -571500487_01 \n",
|
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"1704384720 175 2 2 39 -571500487_01 -571542797_02 \n",
|
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"1704384720 175 3 3 25 571545870_02 571545870_02 \n",
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"1704384720 175 3 4 30 571545870_02 571510153_02 \n",
|
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"1704384720 175 4 4 29 571510153_02 571510153_02 \n",
|
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"1704385318 175 1 1 37 -571542797_02 -571500487_01 \n",
|
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"1704385318 175 2 2 39 -571500487_01 -571542797_02 \n",
|
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"1704385318 175 3 3 25 571545870_02 571545870_02 \n",
|
|
"1704385318 175 3 4 30 571545870_02 571510153_02 \n",
|
|
"1704385318 175 4 4 29 571510153_02 571510153_02 \n",
|
|
"1704385480 175 1 1 37 -571542797_02 -571500487_01 \n",
|
|
"1704385480 175 2 2 39 -571500487_01 -571542797_02 \n",
|
|
"1704385480 175 3 3 25 571545870_02 571545870_02 \n",
|
|
"1704385480 175 3 4 30 571545870_02 571510153_02 \n",
|
|
"1704385480 175 4 4 29 571510153_02 571510153_02 \n",
|
|
"1704385640 175 1 1 37 -571542797_02 -571500487_01 \n",
|
|
"1704385640 175 2 2 39 -571500487_01 -571542797_02 \n",
|
|
"1704385640 175 3 3 25 571545870_02 571545870_02 \n",
|
|
"1704385640 175 3 4 30 571545870_02 571510153_02 \n",
|
|
"1704385640 175 4 4 29 571510153_02 571510153_02 \n",
|
|
"1704385800 175 1 1 37 -571542797_02 -571500487_01 \n",
|
|
"1704385800 175 2 2 39 -571500487_01 -571542797_02 \n",
|
|
"1704385800 175 3 3 25 571545870_02 571545870_02 \n",
|
|
"1704385800 175 3 4 30 571545870_02 571510153_02 \n",
|
|
"1704385800 175 4 4 29 571510153_02 571510153_02 \n",
|
|
"1704385960 175 1 1 37 -571542797_02 -571500487_01 \n",
|
|
"1704385960 175 2 2 39 -571500487_01 -571542797_02 \n",
|
|
"1704385960 175 3 3 25 571545870_02 571545870_02 \n",
|
|
"1704385960 175 3 4 30 571545870_02 571510153_02 \n",
|
|
"1704385960 175 4 4 29 571510153_02 571510153_02 \n",
|
|
"1704386120 175 1 1 37 -571542797_02 -571500487_01 \n",
|
|
"1704386120 175 2 2 39 -571500487_01 -571542797_02 \n",
|
|
"1704386120 175 3 3 25 571545870_02 571545870_02 \n",
|
|
"1704386120 175 3 4 30 571545870_02 571510153_02 \n",
|
|
"1704386120 175 4 4 29 571510153_02 571510153_02 \n",
|
|
"1704386280 175 1 1 37 -571542797_02 -571500487_01 \n",
|
|
"1704386280 175 2 2 39 -571500487_01 -571542797_02 \n",
|
|
"1704386280 175 3 3 25 571545870_02 571545870_02 \n",
|
|
"1704386280 175 3 4 30 571545870_02 571510153_02 \n",
|
|
"1704386280 175 4 4 29 571510153_02 571510153_02 \n",
|
|
"1704386440 175 1 1 37 -571542797_02 -571500487_01 \n",
|
|
"1704386440 175 2 2 39 -571500487_01 -571542797_02 \n",
|
|
"1704386440 175 3 3 25 571545870_02 571545870_02 \n",
|
|
"1704386440 175 3 4 30 571545870_02 571510153_02 \n",
|
|
"1704386440 175 4 4 29 571510153_02 571510153_02 \n",
|
|
"1704386601 175 1 1 37 -571542797_02 -571500487_01 \n",
|
|
"1704386601 175 2 2 39 -571500487_01 -571542797_02 \n",
|
|
"1704386601 175 3 3 25 571545870_02 571545870_02 \n",
|
|
"1704386601 175 3 4 30 571545870_02 571510153_02 \n",
|
|
"1704386601 175 4 4 29 571510153_02 571510153_02 \n",
|
|
"1704386760 175 1 1 37 -571542797_02 -571500487_01 \n",
|
|
"1704386760 175 2 2 39 -571500487_01 -571542797_02 \n",
|
|
"1704386760 175 3 3 25 571545870_02 571545870_02 \n",
|
|
"1704386760 175 3 4 30 571545870_02 571510153_02 \n",
|
|
"1704386760 175 4 4 29 571510153_02 571510153_02 \n",
|
|
"1704386920 175 1 1 37 -571542797_02 -571500487_01 \n",
|
|
"1704386920 175 2 2 39 -571500487_01 -571542797_02 \n",
|
|
"1704386920 175 3 3 25 571545870_02 571545870_02 \n",
|
|
"1704386920 175 3 4 30 571545870_02 571510153_02 \n",
|
|
"1704386920 175 4 4 29 571510153_02 571510153_02 \n",
|
|
"1704387080 175 1 1 37 -571542797_02 -571500487_01 \n",
|
|
"1704387080 175 2 2 39 -571500487_01 -571542797_02 \n",
|
|
"1704387080 175 3 3 25 571545870_02 571545870_02 \n",
|
|
"1704387080 175 3 4 30 571545870_02 571510153_02 \n",
|
|
"1704387080 175 4 4 29 571510153_02 571510153_02 \n",
|
|
"1704387241 175 1 1 37 -571542797_02 -571500487_01 \n",
|
|
"1704387241 175 2 2 39 -571500487_01 -571542797_02 \n",
|
|
"1704387241 175 3 3 25 571545870_02 571545870_02 \n",
|
|
"1704387241 175 3 4 30 571545870_02 571510153_02 \n",
|
|
"1704387241 175 4 4 29 571510153_02 571510153_02 \n",
|
|
"1704387400 175 1 1 37 -571542797_02 -571500487_01 \n",
|
|
"1704387400 175 2 2 39 -571500487_01 -571542797_02 \n",
|
|
"1704387400 175 3 3 25 571545870_02 571545870_02 \n",
|
|
"1704387400 175 3 4 30 571545870_02 571510153_02 \n",
|
|
"1704387400 175 4 4 29 571510153_02 571510153_02 \n",
|
|
"1704387560 175 1 1 37 -571542797_02 -571500487_01 \n",
|
|
"1704387560 175 2 2 39 -571500487_01 -571542797_02 \n",
|
|
"1704387560 175 3 3 25 571545870_02 571545870_02 \n",
|
|
"1704387560 175 3 4 30 571545870_02 571510153_02 \n",
|
|
"1704387560 175 4 4 29 571510153_02 571510153_02 \n",
|
|
"1704387720 175 1 1 37 -571542797_02 -571500487_01 \n",
|
|
"1704387720 175 2 2 39 -571500487_01 -571542797_02 \n",
|
|
"1704387720 175 3 3 25 571545870_02 571545870_02 \n",
|
|
"1704387720 175 3 4 30 571545870_02 571510153_02 \n",
|
|
"1704387720 175 4 4 29 571510153_02 571510153_02 \n",
|
|
"\n",
|
|
" out_edge_A out_edge_B diff \n",
|
|
"start_unix \n",
|
|
"1704384400 571500487_01 571542797_02 0 \n",
|
|
"1704384400 571545870_01 571510153_01 0 \n",
|
|
"1704384400 571510153_01 571542797_02 0 \n",
|
|
"1704384400 571510153_01 571545870_01 0 \n",
|
|
"1704384400 571500487_01 571545870_01 0 \n",
|
|
"1704384560 571500487_01 571542797_02 160 \n",
|
|
"1704384560 571545870_01 571510153_01 0 \n",
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|
"1704384560 571510153_01 571542797_02 0 \n",
|
|
"1704384560 571510153_01 571545870_01 0 \n",
|
|
"1704384560 571500487_01 571545870_01 0 \n",
|
|
"1704384720 571500487_01 571542797_02 160 \n",
|
|
"1704384720 571545870_01 571510153_01 0 \n",
|
|
"1704384720 571510153_01 571542797_02 0 \n",
|
|
"1704384720 571510153_01 571545870_01 0 \n",
|
|
"1704384720 571500487_01 571545870_01 0 \n",
|
|
"1704385318 571500487_01 571542797_02 598 \n",
|
|
"1704385318 571545870_01 571510153_01 0 \n",
|
|
"1704385318 571510153_01 571542797_02 0 \n",
|
|
"1704385318 571510153_01 571545870_01 0 \n",
|
|
"1704385318 571500487_01 571545870_01 0 \n",
|
|
"1704385480 571500487_01 571542797_02 162 \n",
|
|
"1704385480 571545870_01 571510153_01 0 \n",
|
|
"1704385480 571510153_01 571542797_02 0 \n",
|
|
"1704385480 571510153_01 571545870_01 0 \n",
|
|
"1704385480 571500487_01 571545870_01 0 \n",
|
|
"1704385640 571500487_01 571542797_02 160 \n",
|
|
"1704385640 571545870_01 571510153_01 0 \n",
|
|
"1704385640 571510153_01 571542797_02 0 \n",
|
|
"1704385640 571510153_01 571545870_01 0 \n",
|
|
"1704385640 571500487_01 571545870_01 0 \n",
|
|
"1704385800 571500487_01 571542797_02 160 \n",
|
|
"1704385800 571545870_01 571510153_01 0 \n",
|
|
"1704385800 571510153_01 571542797_02 0 \n",
|
|
"1704385800 571510153_01 571545870_01 0 \n",
|
|
"1704385800 571500487_01 571545870_01 0 \n",
|
|
"1704385960 571500487_01 571542797_02 160 \n",
|
|
"1704385960 571545870_01 571510153_01 0 \n",
|
|
"1704385960 571510153_01 571542797_02 0 \n",
|
|
"1704385960 571510153_01 571545870_01 0 \n",
|
|
"1704385960 571500487_01 571545870_01 0 \n",
|
|
"1704386120 571500487_01 571542797_02 160 \n",
|
|
"1704386120 571545870_01 571510153_01 0 \n",
|
|
"1704386120 571510153_01 571542797_02 0 \n",
|
|
"1704386120 571510153_01 571545870_01 0 \n",
|
|
"1704386120 571500487_01 571545870_01 0 \n",
|
|
"1704386280 571500487_01 571542797_02 160 \n",
|
|
"1704386280 571545870_01 571510153_01 0 \n",
|
|
"1704386280 571510153_01 571542797_02 0 \n",
|
|
"1704386280 571510153_01 571545870_01 0 \n",
|
|
"1704386280 571500487_01 571545870_01 0 \n",
|
|
"1704386440 571500487_01 571542797_02 160 \n",
|
|
"1704386440 571545870_01 571510153_01 0 \n",
|
|
"1704386440 571510153_01 571542797_02 0 \n",
|
|
"1704386440 571510153_01 571545870_01 0 \n",
|
|
"1704386440 571500487_01 571545870_01 0 \n",
|
|
"1704386601 571500487_01 571542797_02 161 \n",
|
|
"1704386601 571545870_01 571510153_01 0 \n",
|
|
"1704386601 571510153_01 571542797_02 0 \n",
|
|
"1704386601 571510153_01 571545870_01 0 \n",
|
|
"1704386601 571500487_01 571545870_01 0 \n",
|
|
"1704386760 571500487_01 571542797_02 159 \n",
|
|
"1704386760 571545870_01 571510153_01 0 \n",
|
|
"1704386760 571510153_01 571542797_02 0 \n",
|
|
"1704386760 571510153_01 571545870_01 0 \n",
|
|
"1704386760 571500487_01 571545870_01 0 \n",
|
|
"1704386920 571500487_01 571542797_02 160 \n",
|
|
"1704386920 571545870_01 571510153_01 0 \n",
|
|
"1704386920 571510153_01 571542797_02 0 \n",
|
|
"1704386920 571510153_01 571545870_01 0 \n",
|
|
"1704386920 571500487_01 571545870_01 0 \n",
|
|
"1704387080 571500487_01 571542797_02 160 \n",
|
|
"1704387080 571545870_01 571510153_01 0 \n",
|
|
"1704387080 571510153_01 571542797_02 0 \n",
|
|
"1704387080 571510153_01 571545870_01 0 \n",
|
|
"1704387080 571500487_01 571545870_01 0 \n",
|
|
"1704387241 571500487_01 571542797_02 161 \n",
|
|
"1704387241 571545870_01 571510153_01 0 \n",
|
|
"1704387241 571510153_01 571542797_02 0 \n",
|
|
"1704387241 571510153_01 571545870_01 0 \n",
|
|
"1704387241 571500487_01 571545870_01 0 \n",
|
|
"1704387400 571500487_01 571542797_02 159 \n",
|
|
"1704387400 571545870_01 571510153_01 0 \n",
|
|
"1704387400 571510153_01 571542797_02 0 \n",
|
|
"1704387400 571510153_01 571545870_01 0 \n",
|
|
"1704387400 571500487_01 571545870_01 0 \n",
|
|
"1704387560 571500487_01 571542797_02 160 \n",
|
|
"1704387560 571545870_01 571510153_01 0 \n",
|
|
"1704387560 571510153_01 571542797_02 0 \n",
|
|
"1704387560 571510153_01 571545870_01 0 \n",
|
|
"1704387560 571500487_01 571545870_01 0 \n",
|
|
"1704387720 571500487_01 571542797_02 160 \n",
|
|
"1704387720 571545870_01 571510153_01 0 \n",
|
|
"1704387720 571510153_01 571542797_02 0 \n",
|
|
"1704387720 571510153_01 571545870_01 0 \n",
|
|
"1704387720 571500487_01 571545870_01 0 "
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"inter_no = 175\n",
|
|
"hist = histid.copy()[histid.inter_no==inter_no]\n",
|
|
"hist = hist.reset_index(drop=True)\n",
|
|
"hist['diff'] = hist['start_unix'].diff().fillna(0).astype(int)\n",
|
|
"hist = hist.set_index('start_unix')\n",
|
|
"with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
|
|
" display(hist)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"inter_no = 175\n",
|
|
"hist = histid.copy()[histid.inter_no==inter_no]\n",
|
|
"hist = hist.reset_index(drop=True)\n",
|
|
"hist['diff'] = hist['start_unix'].diff().fillna(0).astype(int)\n",
|
|
"hist = hist.set_index('start_unix')\n",
|
|
"start_unixes = hist.index.unique()\n",
|
|
"for n in range(1, len(start_unixes)):\n",
|
|
" ind = (timetable['start_seconds'] <= start_unixes[n]).sum() - 1 \n",
|
|
" start_hour = timetable.iloc[ind].start_hour\n",
|
|
" start_minute = timetable.iloc[ind].start_minute\n",
|
|
" prow = pland[(pland.inter_no == inter_no)&(pland.start_hour == start_hour)&(pland.start_minute == start_minute)].iloc[0] # planned row\n",
|
|
" cycle = prow.cycle\n",
|
|
" if start_unixes[n] - start_unixes[n-1] < 2 * cycle:\n",
|
|
" pass\n",
|
|
" else:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 139,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
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"<div>\n",
|
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"<style scoped>\n",
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|
" .dataframe tbody tr th:only-of-type {\n",
|
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" vertical-align: middle;\n",
|
|
" }\n",
|
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"\n",
|
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" .dataframe tbody tr th {\n",
|
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" vertical-align: top;\n",
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" text-align: right;\n",
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" }\n",
|
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"</style>\n",
|
|
"<table border=\"1\" class=\"dataframe\">\n",
|
|
" <thead>\n",
|
|
" <tr style=\"text-align: right;\">\n",
|
|
" <th></th>\n",
|
|
" <th>inter_no</th>\n",
|
|
" <th>phas_A</th>\n",
|
|
" <th>phas_B</th>\n",
|
|
" <th>duration</th>\n",
|
|
" <th>inc_edge_A</th>\n",
|
|
" <th>inc_edge_B</th>\n",
|
|
" <th>out_edge_A</th>\n",
|
|
" <th>out_edge_B</th>\n",
|
|
" <th>diff</th>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>start_unix</th>\n",
|
|
" <th></th>\n",
|
|
" <th></th>\n",
|
|
" <th></th>\n",
|
|
" <th></th>\n",
|
|
" <th></th>\n",
|
|
" <th></th>\n",
|
|
" <th></th>\n",
|
|
" <th></th>\n",
|
|
" <th></th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>1704384400</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704384400</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704384400</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704384400</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704384400</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571545870_01</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",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387720</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>37</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>160</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387720</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>39</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387720</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>25</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387720</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>30</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1704387720</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>29</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" <td>0</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"<p>95 rows × 9 columns</p>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" inter_no phas_A phas_B duration inc_edge_A inc_edge_B \\\n",
|
|
"start_unix \n",
|
|
"1704384400 175 1 1 37 -571542797_02 -571500487_01 \n",
|
|
"1704384400 175 2 2 39 -571500487_01 -571542797_02 \n",
|
|
"1704384400 175 3 3 25 571545870_02 571545870_02 \n",
|
|
"1704384400 175 3 4 30 571545870_02 571510153_02 \n",
|
|
"1704384400 175 4 4 29 571510153_02 571510153_02 \n",
|
|
"... ... ... ... ... ... ... \n",
|
|
"1704387720 175 1 1 37 -571542797_02 -571500487_01 \n",
|
|
"1704387720 175 2 2 39 -571500487_01 -571542797_02 \n",
|
|
"1704387720 175 3 3 25 571545870_02 571545870_02 \n",
|
|
"1704387720 175 3 4 30 571545870_02 571510153_02 \n",
|
|
"1704387720 175 4 4 29 571510153_02 571510153_02 \n",
|
|
"\n",
|
|
" out_edge_A out_edge_B diff \n",
|
|
"start_unix \n",
|
|
"1704384400 571500487_01 571542797_02 0 \n",
|
|
"1704384400 571545870_01 571510153_01 0 \n",
|
|
"1704384400 571510153_01 571542797_02 0 \n",
|
|
"1704384400 571510153_01 571545870_01 0 \n",
|
|
"1704384400 571500487_01 571545870_01 0 \n",
|
|
"... ... ... ... \n",
|
|
"1704387720 571500487_01 571542797_02 160 \n",
|
|
"1704387720 571545870_01 571510153_01 0 \n",
|
|
"1704387720 571510153_01 571542797_02 0 \n",
|
|
"1704387720 571510153_01 571545870_01 0 \n",
|
|
"1704387720 571500487_01 571545870_01 0 \n",
|
|
"\n",
|
|
"[95 rows x 9 columns]"
|
|
]
|
|
},
|
|
"execution_count": 139,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"hist"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 163,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
"<div>\n",
|
|
"<style scoped>\n",
|
|
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|
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|
|
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|
|
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|
|
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|
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|
|
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|
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|
|
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|
|
"</style>\n",
|
|
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|
|
" <thead>\n",
|
|
" <tr style=\"text-align: right;\">\n",
|
|
" <th></th>\n",
|
|
" <th>inter_no</th>\n",
|
|
" <th>node_id</th>\n",
|
|
" <th>move_no</th>\n",
|
|
" <th>inc_edge</th>\n",
|
|
" <th>out_edge</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>0</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>i0</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>i0</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>i0</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>i0</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571542797_02</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>4</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>i0</td>\n",
|
|
" <td>5</td>\n",
|
|
" <td>571510153_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>5</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>i0</td>\n",
|
|
" <td>6</td>\n",
|
|
" <td>571545870_02</td>\n",
|
|
" <td>571510153_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>6</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>i0</td>\n",
|
|
" <td>7</td>\n",
|
|
" <td>-571500487_01</td>\n",
|
|
" <td>571545870_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>7</th>\n",
|
|
" <td>175</td>\n",
|
|
" <td>i0</td>\n",
|
|
" <td>8</td>\n",
|
|
" <td>-571542797_02</td>\n",
|
|
" <td>571500487_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>8</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>i1</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>-571542810_01</td>\n",
|
|
" <td>571543469_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>9</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>i1</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>571542797_02.99</td>\n",
|
|
" <td>571542810_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>10</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>i1</td>\n",
|
|
" <td>5</td>\n",
|
|
" <td>571543469_02</td>\n",
|
|
" <td>-571542797_02.99</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>11</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>i1</td>\n",
|
|
" <td>8</td>\n",
|
|
" <td>-571542810_01</td>\n",
|
|
" <td>-571542797_02.99</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>13</th>\n",
|
|
" <td>176</td>\n",
|
|
" <td>i1</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>14</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>i2</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>571542107_02</td>\n",
|
|
" <td>571542809_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>15</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>i2</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>-571542809_01</td>\n",
|
|
" <td>571542809_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>16</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>i2</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>571542811_02</td>\n",
|
|
" <td>571542809_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>17</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>i2</td>\n",
|
|
" <td>5</td>\n",
|
|
" <td>-571542809_01</td>\n",
|
|
" <td>571542811_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>18</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>i2</td>\n",
|
|
" <td>7</td>\n",
|
|
" <td>571542811_02</td>\n",
|
|
" <td>571542107_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>19</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>i2</td>\n",
|
|
" <td>8</td>\n",
|
|
" <td>-571542809_01</td>\n",
|
|
" <td>571542811_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>20</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>i2</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>21</th>\n",
|
|
" <td>177</td>\n",
|
|
" <td>i2</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>22</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>i3</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>-571500475_01</td>\n",
|
|
" <td>571540304_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>23</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>i3</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>571540303_02.21</td>\n",
|
|
" <td>571500475_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>24</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>i3</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>571540304_02</td>\n",
|
|
" <td>571540303_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>25</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>i3</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>571556450_02</td>\n",
|
|
" <td>571540304_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>26</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>i3</td>\n",
|
|
" <td>5</td>\n",
|
|
" <td>571540303_02.21</td>\n",
|
|
" <td>571556450_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>27</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>i3</td>\n",
|
|
" <td>6</td>\n",
|
|
" <td>-571500475_01</td>\n",
|
|
" <td>571540303_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>28</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>i3</td>\n",
|
|
" <td>7</td>\n",
|
|
" <td>571556450_02</td>\n",
|
|
" <td>571500475_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>29</th>\n",
|
|
" <td>178</td>\n",
|
|
" <td>i3</td>\n",
|
|
" <td>8</td>\n",
|
|
" <td>571540304_02</td>\n",
|
|
" <td>571556450_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>30</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>i8</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>571500617_02</td>\n",
|
|
" <td>571500569_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>31</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>i8</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>571500618_02</td>\n",
|
|
" <td>571500617_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>33</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>i8</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>-571500569_01</td>\n",
|
|
" <td>571500618_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>34</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>i8</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>571500583_01</td>\n",
|
|
" <td>571500569_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>35</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>i8</td>\n",
|
|
" <td>5</td>\n",
|
|
" <td>571500618_02</td>\n",
|
|
" <td>571500583_02</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>36</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>i8</td>\n",
|
|
" <td>6</td>\n",
|
|
" <td>571500617_02</td>\n",
|
|
" <td>571500618_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>38</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>i8</td>\n",
|
|
" <td>7</td>\n",
|
|
" <td>571500583_01</td>\n",
|
|
" <td>571500617_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>39</th>\n",
|
|
" <td>201</td>\n",
|
|
" <td>i8</td>\n",
|
|
" <td>8</td>\n",
|
|
" <td>-571500569_01</td>\n",
|
|
" <td>571500583_02</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>40</th>\n",
|
|
" <td>202</td>\n",
|
|
" <td>i9</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>571510152_01</td>\n",
|
|
" <td>571510152_01.65</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>41</th>\n",
|
|
" <td>202</td>\n",
|
|
" <td>i9</td>\n",
|
|
" <td>6</td>\n",
|
|
" <td>571510152_02</td>\n",
|
|
" <td>-571510152_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>42</th>\n",
|
|
" <td>202</td>\n",
|
|
" <td>i9</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>43</th>\n",
|
|
" <td>202</td>\n",
|
|
" <td>i9</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>44</th>\n",
|
|
" <td>206</td>\n",
|
|
" <td>i7</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>571542073_01</td>\n",
|
|
" <td>571511538_02</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>46</th>\n",
|
|
" <td>206</td>\n",
|
|
" <td>i7</td>\n",
|
|
" <td>8</td>\n",
|
|
" <td>-571511538_02</td>\n",
|
|
" <td>571542073_02</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>48</th>\n",
|
|
" <td>206</td>\n",
|
|
" <td>i7</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>50</th>\n",
|
|
" <td>206</td>\n",
|
|
" <td>i7</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>52</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>i6</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>571500535_02.18</td>\n",
|
|
" <td>571542115_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>53</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>i6</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>571500585_02</td>\n",
|
|
" <td>571500535_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>54</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>i6</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>571511538_02.121</td>\n",
|
|
" <td>571500585_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>55</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>i6</td>\n",
|
|
" <td>5</td>\n",
|
|
" <td>571500535_02.18</td>\n",
|
|
" <td>571511538_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>56</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>i6</td>\n",
|
|
" <td>6</td>\n",
|
|
" <td>-571542115_01</td>\n",
|
|
" <td>571500535_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>57</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>i6</td>\n",
|
|
" <td>7</td>\n",
|
|
" <td>571511538_02.121</td>\n",
|
|
" <td>571542115_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>58</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>i6</td>\n",
|
|
" <td>8</td>\n",
|
|
" <td>571500585_02</td>\n",
|
|
" <td>571511538_01</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>59</th>\n",
|
|
" <td>210</td>\n",
|
|
" <td>i6</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>60</th>\n",
|
|
" <td>211</td>\n",
|
|
" <td>c30</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>571542116_02.96</td>\n",
|
|
" <td>571542116_02.164</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>61</th>\n",
|
|
" <td>211</td>\n",
|
|
" <td>c30</td>\n",
|
|
" <td>6</td>\n",
|
|
" <td>571542116_01</td>\n",
|
|
" <td>-571542116_02.96</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>62</th>\n",
|
|
" <td>211</td>\n",
|
|
" <td>c30</td>\n",
|
|
" <td>17</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>63</th>\n",
|
|
" <td>211</td>\n",
|
|
" <td>c30</td>\n",
|
|
" <td>18</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" <td>NaN</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" inter_no node_id move_no inc_edge out_edge\n",
|
|
"0 175 i0 1 571545870_02 571542797_02\n",
|
|
"1 175 i0 2 571510153_02 571545870_01\n",
|
|
"2 175 i0 3 -571542797_02 571510153_01\n",
|
|
"3 175 i0 4 -571500487_01 571542797_02\n",
|
|
"4 175 i0 5 571510153_02 571500487_01\n",
|
|
"5 175 i0 6 571545870_02 571510153_01\n",
|
|
"6 175 i0 7 -571500487_01 571545870_01\n",
|
|
"7 175 i0 8 -571542797_02 571500487_01\n",
|
|
"8 176 i1 3 -571542810_01 571543469_01\n",
|
|
"9 176 i1 4 571542797_02.99 571542810_01\n",
|
|
"10 176 i1 5 571543469_02 -571542797_02.99\n",
|
|
"11 176 i1 8 -571542810_01 -571542797_02.99\n",
|
|
"13 176 i1 18 NaN NaN\n",
|
|
"14 177 i2 1 571542107_02 571542809_01\n",
|
|
"15 177 i2 3 -571542809_01 571542809_01\n",
|
|
"16 177 i2 4 571542811_02 571542809_01\n",
|
|
"17 177 i2 5 -571542809_01 571542811_01\n",
|
|
"18 177 i2 7 571542811_02 571542107_01\n",
|
|
"19 177 i2 8 -571542809_01 571542811_01\n",
|
|
"20 177 i2 17 NaN NaN\n",
|
|
"21 177 i2 18 NaN NaN\n",
|
|
"22 178 i3 1 -571500475_01 571540304_01\n",
|
|
"23 178 i3 2 571540303_02.21 571500475_01\n",
|
|
"24 178 i3 3 571540304_02 571540303_01\n",
|
|
"25 178 i3 4 571556450_02 571540304_01\n",
|
|
"26 178 i3 5 571540303_02.21 571556450_01\n",
|
|
"27 178 i3 6 -571500475_01 571540303_01\n",
|
|
"28 178 i3 7 571556450_02 571500475_01\n",
|
|
"29 178 i3 8 571540304_02 571556450_01\n",
|
|
"30 201 i8 1 571500617_02 571500569_01\n",
|
|
"31 201 i8 2 571500618_02 571500617_01\n",
|
|
"33 201 i8 3 -571500569_01 571500618_01\n",
|
|
"34 201 i8 4 571500583_01 571500569_01\n",
|
|
"35 201 i8 5 571500618_02 571500583_02\n",
|
|
"36 201 i8 6 571500617_02 571500618_01\n",
|
|
"38 201 i8 7 571500583_01 571500617_01\n",
|
|
"39 201 i8 8 -571500569_01 571500583_02\n",
|
|
"40 202 i9 2 571510152_01 571510152_01.65\n",
|
|
"41 202 i9 6 571510152_02 -571510152_01\n",
|
|
"42 202 i9 17 NaN NaN\n",
|
|
"43 202 i9 18 NaN NaN\n",
|
|
"44 206 i7 4 571542073_01 571511538_02\n",
|
|
"46 206 i7 8 -571511538_02 571542073_02\n",
|
|
"48 206 i7 17 NaN NaN\n",
|
|
"50 206 i7 18 NaN NaN\n",
|
|
"52 210 i6 2 571500535_02.18 571542115_01\n",
|
|
"53 210 i6 3 571500585_02 571500535_01\n",
|
|
"54 210 i6 4 571511538_02.121 571500585_01\n",
|
|
"55 210 i6 5 571500535_02.18 571511538_01\n",
|
|
"56 210 i6 6 -571542115_01 571500535_01\n",
|
|
"57 210 i6 7 571511538_02.121 571542115_01\n",
|
|
"58 210 i6 8 571500585_02 571511538_01\n",
|
|
"59 210 i6 18 NaN NaN\n",
|
|
"60 211 c30 2 571542116_02.96 571542116_02.164\n",
|
|
"61 211 c30 6 571542116_01 -571542116_02.96\n",
|
|
"62 211 c30 17 NaN NaN\n",
|
|
"63 211 c30 18 NaN NaN"
|
|
]
|
|
},
|
|
"execution_count": 163,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"matching"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 162,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"False\n",
|
|
"ddur_1 37\n",
|
|
"ddur_2 39\n",
|
|
"ddur_3 25\n",
|
|
"ddur_4 30\n",
|
|
"ddur_5 29\n",
|
|
"ddur_6 0\n",
|
|
"ddur_7 0\n",
|
|
"ddur_8 0\n",
|
|
"Name: 0, dtype: int64\n",
|
|
"{1: (1, 1), 2: (2, 2), 3: (3, 3), 4: (3, 4), 5: (4, 4)}\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"ddur_1 37\n",
|
|
"ddur_2 39\n",
|
|
"ddur_3 25\n",
|
|
"ddur_4 30\n",
|
|
"ddur_5 29\n",
|
|
"Name: 0, dtype: int64"
|
|
]
|
|
},
|
|
"execution_count": 162,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"n = 3\n",
|
|
"ind = (timetable['start_seconds'] <= start_unixes[n]).sum() - 1 \n",
|
|
"start_hour = timetable.iloc[ind].start_hour\n",
|
|
"start_minute = timetable.iloc[ind].start_minute\n",
|
|
"prow = pland[(pland.inter_no == inter_no)&(pland.start_hour == start_hour)&(pland.start_minute == start_minute)].iloc[0] # planned row\n",
|
|
"cycle = prow.cycle\n",
|
|
"print(start_unixes[n] - start_unixes[n-1] < 2 * cycle)\n",
|
|
"ddurs = [f'ddur_{j}' for j in range(1, 9)]\n",
|
|
"print(prow[ddurs])\n",
|
|
"ndphase = (prow[ddurs]!=0).sum() # the number of (detailed) phases\n",
|
|
"isplit = isplits[(inter_no,start_hour,start_minute)]\n",
|
|
"print(isplit)\n",
|
|
"inter_nos = [inter_no] * ndphase\n",
|
|
"phas_As = [isplit[i][0] for i in isplit.keys()]\n",
|
|
"phas_Bs = [isplit[i][1] for i in isplit.keys()]\n",
|
|
"durations = prow[ddurs][prow[ddurs]!=0]\n",
|
|
"# new_rows = pd.DataFrame()"
|
|
]
|
|
}
|
|
],
|
|
"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
|
|
}
|