From 631d7168b712d0539be5d93e14b2cc3d94671e40 Mon Sep 17 00:00:00 2001
From: govin08 <govindah08@gmail.com>
Date: Wed, 20 Dec 2023 08:49:36 +0900
Subject: [PATCH] 1217_analyze_history.ipynb

---
 1217_analyze_history.ipynb | 32589 +++--------------------------------
 1 file changed, 2025 insertions(+), 30564 deletions(-)

diff --git a/1217_analyze_history.ipynb b/1217_analyze_history.ipynb
index a2ade5d..3269ee1 100644
--- a/1217_analyze_history.ipynb
+++ b/1217_analyze_history.ipynb
@@ -2152,7 +2152,31 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "infos['missing_dfs'] = {}\n",
+    "for inter_no in inter_nos:\n",
+    "    DF = infos['missing_df'][inter_no]\n",
+    "    dfs = []\n",
+    "    temp_indices = []\n",
+    "\n",
+    "    for i in DF.index:\n",
+    "        if not temp_indices or i == temp_indices[-1] + 1:  # 첫 인덱스이거나 이전 인덱스와 연속적인 경우\n",
+    "            temp_indices.append(i)\n",
+    "        else:  # 연속이 끊긴 경우\n",
+    "            dfs.append(DF.loc[temp_indices])  # 현재까지의 임시 데이터프레임을 결과 리스트에 추가\n",
+    "            temp_indices = [i]  # 새로운 임시 데이터프레임 시작\n",
+    "\n",
+    "    if temp_indices:\n",
+    "        dfs.append(DF.loc[temp_indices])\n",
+    "    infos['missing_dfs'][inter_no] = dfs"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
    "metadata": {},
    "outputs": [
     {
@@ -2201,22 +2225,22 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>1201</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-14 08:59:38</td>\n",
+       "      <th>197</th>\n",
+       "      <td>5031</td>\n",
+       "      <td>2023-12-12 08:05:40</td>\n",
        "      <td>180</td>\n",
-       "      <td>158</td>\n",
-       "      <td>53</td>\n",
-       "      <td>33</td>\n",
-       "      <td>51</td>\n",
-       "      <td>43</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>26</td>\n",
-       "      <td>60</td>\n",
-       "      <td>51</td>\n",
-       "      <td>43</td>\n",
+       "      <td>161</td>\n",
+       "      <td>49</td>\n",
+       "      <td>35</td>\n",
+       "      <td>27</td>\n",
+       "      <td>34</td>\n",
+       "      <td>35</td>\n",
        "      <td>0</td>\n",
+       "      <td>49</td>\n",
+       "      <td>35</td>\n",
+       "      <td>27</td>\n",
+       "      <td>34</td>\n",
+       "      <td>35</td>\n",
        "      <td>0</td>\n",
        "      <td>180.0</td>\n",
        "      <td>False</td>\n",
@@ -2225,46 +2249,46 @@
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1202</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-14 09:02:38</td>\n",
+       "      <th>198</th>\n",
+       "      <td>5031</td>\n",
+       "      <td>2023-12-12 08:08:41</td>\n",
        "      <td>180</td>\n",
-       "      <td>158</td>\n",
-       "      <td>53</td>\n",
-       "      <td>33</td>\n",
-       "      <td>51</td>\n",
-       "      <td>43</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>26</td>\n",
-       "      <td>60</td>\n",
-       "      <td>51</td>\n",
-       "      <td>43</td>\n",
+       "      <td>161</td>\n",
+       "      <td>49</td>\n",
+       "      <td>35</td>\n",
+       "      <td>27</td>\n",
+       "      <td>34</td>\n",
+       "      <td>35</td>\n",
        "      <td>0</td>\n",
+       "      <td>49</td>\n",
+       "      <td>35</td>\n",
+       "      <td>27</td>\n",
+       "      <td>34</td>\n",
+       "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
+       "      <td>181.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1203</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-14 09:05:38</td>\n",
+       "      <th>199</th>\n",
+       "      <td>5031</td>\n",
+       "      <td>2023-12-12 08:11:41</td>\n",
        "      <td>180</td>\n",
-       "      <td>158</td>\n",
-       "      <td>53</td>\n",
-       "      <td>33</td>\n",
-       "      <td>51</td>\n",
-       "      <td>43</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>26</td>\n",
-       "      <td>60</td>\n",
-       "      <td>51</td>\n",
-       "      <td>43</td>\n",
+       "      <td>161</td>\n",
+       "      <td>49</td>\n",
+       "      <td>35</td>\n",
+       "      <td>27</td>\n",
+       "      <td>34</td>\n",
+       "      <td>35</td>\n",
        "      <td>0</td>\n",
+       "      <td>49</td>\n",
+       "      <td>35</td>\n",
+       "      <td>27</td>\n",
+       "      <td>34</td>\n",
+       "      <td>35</td>\n",
        "      <td>0</td>\n",
        "      <td>180.0</td>\n",
        "      <td>False</td>\n",
@@ -2273,118 +2297,94 @@
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1204</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-14 09:10:40</td>\n",
-       "      <td>43</td>\n",
-       "      <td>100</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>43</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>43</td>\n",
+       "      <th>200</th>\n",
+       "      <td>5031</td>\n",
+       "      <td>2023-12-12 09:02:41</td>\n",
+       "      <td>180</td>\n",
+       "      <td>161</td>\n",
+       "      <td>49</td>\n",
+       "      <td>35</td>\n",
+       "      <td>27</td>\n",
+       "      <td>34</td>\n",
+       "      <td>35</td>\n",
        "      <td>0</td>\n",
+       "      <td>49</td>\n",
+       "      <td>35</td>\n",
+       "      <td>27</td>\n",
+       "      <td>34</td>\n",
+       "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>302.0</td>\n",
+       "      <td>3060.0</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1205</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-14 09:13:09</td>\n",
-       "      <td>150</td>\n",
-       "      <td>69</td>\n",
-       "      <td>43</td>\n",
-       "      <td>21</td>\n",
-       "      <td>43</td>\n",
-       "      <td>43</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>21</td>\n",
-       "      <td>43</td>\n",
-       "      <td>43</td>\n",
-       "      <td>43</td>\n",
+       "      <th>201</th>\n",
+       "      <td>5031</td>\n",
+       "      <td>2023-12-12 09:05:41</td>\n",
+       "      <td>180</td>\n",
+       "      <td>161</td>\n",
+       "      <td>49</td>\n",
+       "      <td>35</td>\n",
+       "      <td>27</td>\n",
+       "      <td>34</td>\n",
+       "      <td>35</td>\n",
        "      <td>0</td>\n",
+       "      <td>49</td>\n",
+       "      <td>35</td>\n",
+       "      <td>27</td>\n",
+       "      <td>34</td>\n",
+       "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>149.0</td>\n",
+       "      <td>180.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1206</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-14 09:17:08</td>\n",
-       "      <td>239</td>\n",
-       "      <td>128</td>\n",
-       "      <td>70</td>\n",
-       "      <td>44</td>\n",
-       "      <td>68</td>\n",
-       "      <td>57</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
+       "      <th>202</th>\n",
+       "      <td>5031</td>\n",
+       "      <td>2023-12-12 09:08:41</td>\n",
+       "      <td>180</td>\n",
+       "      <td>161</td>\n",
+       "      <td>49</td>\n",
+       "      <td>35</td>\n",
+       "      <td>27</td>\n",
        "      <td>34</td>\n",
-       "      <td>80</td>\n",
-       "      <td>68</td>\n",
-       "      <td>57</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>239.0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1207</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-14 09:20:38</td>\n",
-       "      <td>210</td>\n",
-       "      <td>158</td>\n",
-       "      <td>62</td>\n",
-       "      <td>38</td>\n",
-       "      <td>60</td>\n",
-       "      <td>50</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>30</td>\n",
-       "      <td>70</td>\n",
-       "      <td>60</td>\n",
-       "      <td>50</td>\n",
+       "      <td>35</td>\n",
        "      <td>0</td>\n",
+       "      <td>49</td>\n",
+       "      <td>35</td>\n",
+       "      <td>27</td>\n",
+       "      <td>34</td>\n",
+       "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>210.0</td>\n",
+       "      <td>180.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1208</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-14 09:23:38</td>\n",
+       "      <th>203</th>\n",
+       "      <td>5031</td>\n",
+       "      <td>2023-12-12 09:11:41</td>\n",
        "      <td>180</td>\n",
-       "      <td>159</td>\n",
-       "      <td>53</td>\n",
-       "      <td>33</td>\n",
-       "      <td>51</td>\n",
-       "      <td>43</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>26</td>\n",
-       "      <td>60</td>\n",
-       "      <td>51</td>\n",
-       "      <td>43</td>\n",
+       "      <td>161</td>\n",
+       "      <td>49</td>\n",
+       "      <td>35</td>\n",
+       "      <td>27</td>\n",
+       "      <td>34</td>\n",
+       "      <td>35</td>\n",
        "      <td>0</td>\n",
+       "      <td>49</td>\n",
+       "      <td>35</td>\n",
+       "      <td>27</td>\n",
+       "      <td>34</td>\n",
+       "      <td>35</td>\n",
        "      <td>0</td>\n",
        "      <td>180.0</td>\n",
        "      <td>False</td>\n",
@@ -2392,67 +2392,37 @@
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1209</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-14 09:26:37</td>\n",
-       "      <td>179</td>\n",
-       "      <td>157</td>\n",
-       "      <td>53</td>\n",
-       "      <td>33</td>\n",
-       "      <td>50</td>\n",
-       "      <td>43</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>26</td>\n",
-       "      <td>60</td>\n",
-       "      <td>50</td>\n",
-       "      <td>43</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>179.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "      현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "1201     5034 2023-12-14 08:59:38   180   158       53       33       51   \n",
-       "1202     5034 2023-12-14 09:02:38   180   158       53       33       51   \n",
-       "1203     5034 2023-12-14 09:05:38   180   158       53       33       51   \n",
-       "1204     5034 2023-12-14 09:10:40    43   100        0        0        0   \n",
-       "1205     5034 2023-12-14 09:13:09   150    69       43       21       43   \n",
-       "1206     5034 2023-12-14 09:17:08   239   128       70       44       68   \n",
-       "1207     5034 2023-12-14 09:20:38   210   158       62       38       60   \n",
-       "1208     5034 2023-12-14 09:23:38   180   159       53       33       51   \n",
-       "1209     5034 2023-12-14 09:26:37   179   157       53       33       50   \n",
+       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
+       "197     5031 2023-12-12 08:05:40   180   161       49       35       27   \n",
+       "198     5031 2023-12-12 08:08:41   180   161       49       35       27   \n",
+       "199     5031 2023-12-12 08:11:41   180   161       49       35       27   \n",
+       "200     5031 2023-12-12 09:02:41   180   161       49       35       27   \n",
+       "201     5031 2023-12-12 09:05:41   180   161       49       35       27   \n",
+       "202     5031 2023-12-12 09:08:41   180   161       49       35       27   \n",
+       "203     5031 2023-12-12 09:11:41   180   161       49       35       27   \n",
        "\n",
-       "      A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "1201       43        0        0       26       60       51       43        0   \n",
-       "1202       43        0        0       26       60       51       43        0   \n",
-       "1203       43        0        0       26       60       51       43        0   \n",
-       "1204       43        0        0        0        0        0       43        0   \n",
-       "1205       43        0        0       21       43       43       43        0   \n",
-       "1206       57        0        0       34       80       68       57        0   \n",
-       "1207       50        0        0       30       70       60       50        0   \n",
-       "1208       43        0        0       26       60       51       43        0   \n",
-       "1209       43        0        0       26       60       50       43        0   \n",
+       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
+       "197       34       35        0       49       35       27       34       35   \n",
+       "198       34       35        0       49       35       27       34       35   \n",
+       "199       34       35        0       49       35       27       34       35   \n",
+       "200       34       35        0       49       35       27       34       35   \n",
+       "201       34       35        0       49       35       27       34       35   \n",
+       "202       34       35        0       49       35       27       34       35   \n",
+       "203       34       35        0       49       35       27       34       35   \n",
        "\n",
-       "      B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "1201        0  180.0  False   False  True  False  \n",
-       "1202        0  180.0  False   False  True  False  \n",
-       "1203        0  180.0  False   False  True  False  \n",
-       "1204        0  302.0   True   False  True  False  \n",
-       "1205        0  149.0  False   False  True  False  \n",
-       "1206        0  239.0   True   False  True  False  \n",
-       "1207        0  210.0  False   False  True  False  \n",
-       "1208        0  180.0  False   False  True  False  \n",
-       "1209        0  179.0  False   False  True  False  "
+       "     B링6현시시간    시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
+       "197        0   180.0  False   False  True  False  \n",
+       "198        0   181.0  False   False  True  False  \n",
+       "199        0   180.0  False   False  True  False  \n",
+       "200        0  3060.0   True   False  True  False  \n",
+       "201        0   180.0  False   False  True  False  \n",
+       "202        0   180.0  False   False  True  False  \n",
+       "203        0   180.0  False   False  True  False  "
       ]
      },
      "metadata": {},
@@ -2462,33 +2432,15 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1799.0\n",
-      "179.0\n",
-      "{(5, 30): 160, (6, 30): 170, (7, 0): 180, (9, 30): 170, (17, 0): 180, (21, 0): 170, (22, 0): 160, (23, 30): 150}\n"
+      "4141.0\n",
+      "1.0\n",
+      "{(6, 0): 150, (6, 30): 160, (7, 0): 180, (9, 30): 160, (16, 0): 170, (17, 0): 180, (20, 30): 170, (21, 30): 160, (22, 30): 150, (23, 30): 140}\n"
      ]
     }
    ],
    "source": [
-    "infos['missing_dfs'] = {}\n",
-    "for inter_no in inter_nos:\n",
-    "    DF = infos['missing_df'][inter_no]\n",
-    "    dfs = []\n",
-    "    temp_indices = []\n",
-    "\n",
-    "    for i in DF.index:\n",
-    "        if not temp_indices or i == temp_indices[-1] + 1:  # 첫 인덱스이거나 이전 인덱스와 연속적인 경우\n",
-    "            temp_indices.append(i)\n",
-    "        else:  # 연속이 끊긴 경우\n",
-    "            dfs.append(DF.loc[temp_indices])  # 현재까지의 임시 데이터프레임을 결과 리스트에 추가\n",
-    "            temp_indices = [i]  # 새로운 임시 데이터프레임 시작\n",
-    "\n",
-    "    if temp_indices:\n",
-    "        dfs.append(DF.loc[temp_indices])\n",
-    "    infos['missing_dfs'][inter_no] = dfs\n",
-    "\n",
-    "\n",
-    "inter_no = 5034\n",
-    "j = 5\n",
+    "inter_no = 5031\n",
+    "j = 1\n",
     "cycle = 180\n",
     "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
     "    display(infos['missing_dfs'][inter_no][j])\n",
@@ -2500,7 +2452,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 26,
    "metadata": {},
    "outputs": [
     {
@@ -2549,21 +2501,21 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>175</th>\n",
+       "      <th>774</th>\n",
        "      <td>5031</td>\n",
-       "      <td>2023-12-12 06:58:32</td>\n",
+       "      <td>2023-12-13 10:29:00</td>\n",
        "      <td>160</td>\n",
-       "      <td>152</td>\n",
-       "      <td>43</td>\n",
-       "      <td>25</td>\n",
+       "      <td>140</td>\n",
+       "      <td>49</td>\n",
+       "      <td>20</td>\n",
        "      <td>27</td>\n",
-       "      <td>30</td>\n",
+       "      <td>29</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>43</td>\n",
-       "      <td>25</td>\n",
+       "      <td>49</td>\n",
+       "      <td>20</td>\n",
        "      <td>27</td>\n",
-       "      <td>30</td>\n",
+       "      <td>29</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
        "      <td>160.0</td>\n",
@@ -2573,146 +2525,146 @@
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>176</th>\n",
+       "      <th>775</th>\n",
        "      <td>5031</td>\n",
-       "      <td>2023-12-12 07:01:12</td>\n",
+       "      <td>2023-12-13 10:31:40</td>\n",
        "      <td>160</td>\n",
-       "      <td>152</td>\n",
-       "      <td>43</td>\n",
-       "      <td>25</td>\n",
+       "      <td>140</td>\n",
+       "      <td>49</td>\n",
+       "      <td>20</td>\n",
        "      <td>27</td>\n",
-       "      <td>30</td>\n",
+       "      <td>29</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>43</td>\n",
-       "      <td>25</td>\n",
+       "      <td>49</td>\n",
+       "      <td>20</td>\n",
        "      <td>27</td>\n",
-       "      <td>30</td>\n",
+       "      <td>29</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
        "      <td>160.0</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>177</th>\n",
+       "      <th>776</th>\n",
        "      <td>5031</td>\n",
-       "      <td>2023-12-12 07:03:52</td>\n",
+       "      <td>2023-12-13 10:34:20</td>\n",
        "      <td>160</td>\n",
-       "      <td>52</td>\n",
-       "      <td>43</td>\n",
-       "      <td>25</td>\n",
+       "      <td>140</td>\n",
+       "      <td>49</td>\n",
+       "      <td>20</td>\n",
        "      <td>27</td>\n",
-       "      <td>30</td>\n",
+       "      <td>29</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>43</td>\n",
-       "      <td>25</td>\n",
+       "      <td>49</td>\n",
+       "      <td>20</td>\n",
        "      <td>27</td>\n",
-       "      <td>30</td>\n",
+       "      <td>29</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
        "      <td>160.0</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>178</th>\n",
+       "      <th>777</th>\n",
        "      <td>5031</td>\n",
-       "      <td>2023-12-12 07:07:51</td>\n",
-       "      <td>239</td>\n",
-       "      <td>111</td>\n",
-       "      <td>70</td>\n",
-       "      <td>51</td>\n",
+       "      <td>2023-12-13 10:39:07</td>\n",
        "      <td>31</td>\n",
-       "      <td>48</td>\n",
-       "      <td>39</td>\n",
+       "      <td>107</td>\n",
+       "      <td>49</td>\n",
+       "      <td>20</td>\n",
+       "      <td>27</td>\n",
+       "      <td>156</td>\n",
+       "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>70</td>\n",
-       "      <td>51</td>\n",
-       "      <td>31</td>\n",
-       "      <td>48</td>\n",
-       "      <td>39</td>\n",
+       "      <td>49</td>\n",
+       "      <td>20</td>\n",
+       "      <td>27</td>\n",
+       "      <td>156</td>\n",
+       "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>239.0</td>\n",
-       "      <td>True</td>\n",
+       "      <td>287.0</td>\n",
        "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>778</th>\n",
+       "      <td>5031</td>\n",
+       "      <td>2023-12-13 10:41:27</td>\n",
+       "      <td>140</td>\n",
+       "      <td>87</td>\n",
+       "      <td>37</td>\n",
+       "      <td>16</td>\n",
+       "      <td>27</td>\n",
+       "      <td>25</td>\n",
+       "      <td>35</td>\n",
+       "      <td>0</td>\n",
+       "      <td>37</td>\n",
+       "      <td>16</td>\n",
+       "      <td>27</td>\n",
+       "      <td>25</td>\n",
+       "      <td>35</td>\n",
+       "      <td>0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>179</th>\n",
+       "      <th>779</th>\n",
        "      <td>5031</td>\n",
-       "      <td>2023-12-12 07:11:41</td>\n",
-       "      <td>230</td>\n",
-       "      <td>161</td>\n",
-       "      <td>66</td>\n",
-       "      <td>48</td>\n",
+       "      <td>2023-12-13 10:45:00</td>\n",
+       "      <td>213</td>\n",
+       "      <td>140</td>\n",
+       "      <td>69</td>\n",
        "      <td>31</td>\n",
-       "      <td>46</td>\n",
+       "      <td>31</td>\n",
+       "      <td>43</td>\n",
        "      <td>39</td>\n",
        "      <td>0</td>\n",
-       "      <td>66</td>\n",
-       "      <td>48</td>\n",
+       "      <td>69</td>\n",
        "      <td>31</td>\n",
-       "      <td>46</td>\n",
+       "      <td>31</td>\n",
+       "      <td>43</td>\n",
        "      <td>39</td>\n",
        "      <td>0</td>\n",
-       "      <td>230.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>180</th>\n",
+       "      <th>780</th>\n",
        "      <td>5031</td>\n",
-       "      <td>2023-12-12 07:14:41</td>\n",
-       "      <td>180</td>\n",
-       "      <td>162</td>\n",
+       "      <td>2023-12-13 10:47:40</td>\n",
+       "      <td>160</td>\n",
+       "      <td>140</td>\n",
        "      <td>49</td>\n",
-       "      <td>35</td>\n",
+       "      <td>20</td>\n",
        "      <td>27</td>\n",
-       "      <td>34</td>\n",
+       "      <td>29</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
        "      <td>49</td>\n",
-       "      <td>35</td>\n",
+       "      <td>20</td>\n",
        "      <td>27</td>\n",
-       "      <td>34</td>\n",
+       "      <td>29</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>181</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-12 07:17:40</td>\n",
-       "      <td>179</td>\n",
-       "      <td>161</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
-       "      <td>27</td>\n",
-       "      <td>33</td>\n",
-       "      <td>35</td>\n",
-       "      <td>0</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
-       "      <td>27</td>\n",
-       "      <td>33</td>\n",
-       "      <td>35</td>\n",
-       "      <td>0</td>\n",
-       "      <td>179.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
@@ -2722,31 +2674,31 @@
       ],
       "text/plain": [
        "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "175     5031 2023-12-12 06:58:32   160   152       43       25       27   \n",
-       "176     5031 2023-12-12 07:01:12   160   152       43       25       27   \n",
-       "177     5031 2023-12-12 07:03:52   160    52       43       25       27   \n",
-       "178     5031 2023-12-12 07:07:51   239   111       70       51       31   \n",
-       "179     5031 2023-12-12 07:11:41   230   161       66       48       31   \n",
-       "180     5031 2023-12-12 07:14:41   180   162       49       35       27   \n",
-       "181     5031 2023-12-12 07:17:40   179   161       49       35       27   \n",
+       "774     5031 2023-12-13 10:29:00   160   140       49       20       27   \n",
+       "775     5031 2023-12-13 10:31:40   160   140       49       20       27   \n",
+       "776     5031 2023-12-13 10:34:20   160   140       49       20       27   \n",
+       "777     5031 2023-12-13 10:39:07    31   107       49       20       27   \n",
+       "778     5031 2023-12-13 10:41:27   140    87       37       16       27   \n",
+       "779     5031 2023-12-13 10:45:00   213   140       69       31       31   \n",
+       "780     5031 2023-12-13 10:47:40   160   140       49       20       27   \n",
        "\n",
        "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "175       30       35        0       43       25       27       30       35   \n",
-       "176       30       35        0       43       25       27       30       35   \n",
-       "177       30       35        0       43       25       27       30       35   \n",
-       "178       48       39        0       70       51       31       48       39   \n",
-       "179       46       39        0       66       48       31       46       39   \n",
-       "180       34       35        0       49       35       27       34       35   \n",
-       "181       33       35        0       49       35       27       33       35   \n",
+       "774       29       35        0       49       20       27       29       35   \n",
+       "775       29       35        0       49       20       27       29       35   \n",
+       "776       29       35        0       49       20       27       29       35   \n",
+       "777      156       35        0       49       20       27      156       35   \n",
+       "778       25       35        0       37       16       27       25       35   \n",
+       "779       43       39        0       69       31       31       43       39   \n",
+       "780       29       35        0       49       20       27       29       35   \n",
        "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "175        0  160.0  False   False  True  False  \n",
-       "176        0  160.0  False    True  True  False  \n",
-       "177        0  160.0  False    True  True  False  \n",
-       "178        0  239.0   True    True  True  False  \n",
-       "179        0  230.0  False    True  True  False  \n",
-       "180        0  180.0  False    True  True  False  \n",
-       "181        0  179.0  False    True  True  False  "
+       "     B링6현시시간   시간차이   결측여부  전이시간여부   주기일치  이상치존재  \n",
+       "774        0  160.0  False   False   True  False  \n",
+       "775        0  160.0  False   False   True  False  \n",
+       "776        0  160.0  False   False   True  False  \n",
+       "777        0  287.0   True   False  False  False  \n",
+       "778        0  140.0  False   False   True  False  \n",
+       "779        0  213.0  False   False   True  False  \n",
+       "780        0  160.0  False   False   True  False  "
       ]
      },
      "metadata": {},
@@ -2756,11 +2708,29 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1308.0\n",
-      "48.0\n",
+      "1280.0\n",
+      "0.0\n",
       "{(6, 0): 150, (6, 30): 160, (7, 0): 180, (9, 30): 160, (16, 0): 170, (17, 0): 180, (20, 30): 170, (21, 30): 160, (22, 30): 150, (23, 30): 140}\n"
      ]
-    },
+    }
+   ],
+   "source": [
+    "inter_no = 5031\n",
+    "j = 3\n",
+    "cycle = 160\n",
+    "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
+    "    display(infos['missing_dfs'][inter_no][j])\n",
+    "sum_of_durations = infos['missing_dfs'][inter_no][j].시간차이.sum()\n",
+    "print(sum_of_durations)\n",
+    "print(sum_of_durations % cycle)\n",
+    "print(infos['cycles'][inter_no])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [
     {
      "data": {
       "text/html": [
@@ -2807,21 +2777,21 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>197</th>\n",
+       "      <th>908</th>\n",
        "      <td>5031</td>\n",
-       "      <td>2023-12-12 08:05:40</td>\n",
+       "      <td>2023-12-13 17:59:38</td>\n",
        "      <td>180</td>\n",
-       "      <td>161</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
+       "      <td>159</td>\n",
+       "      <td>65</td>\n",
+       "      <td>20</td>\n",
        "      <td>27</td>\n",
-       "      <td>34</td>\n",
+       "      <td>33</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
+       "      <td>65</td>\n",
+       "      <td>20</td>\n",
        "      <td>27</td>\n",
-       "      <td>34</td>\n",
+       "      <td>33</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
        "      <td>180.0</td>\n",
@@ -2831,117 +2801,165 @@
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>198</th>\n",
+       "      <th>909</th>\n",
        "      <td>5031</td>\n",
-       "      <td>2023-12-12 08:08:41</td>\n",
+       "      <td>2023-12-13 18:02:38</td>\n",
        "      <td>180</td>\n",
-       "      <td>161</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
+       "      <td>159</td>\n",
+       "      <td>65</td>\n",
+       "      <td>20</td>\n",
        "      <td>27</td>\n",
-       "      <td>34</td>\n",
+       "      <td>33</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
+       "      <td>65</td>\n",
+       "      <td>20</td>\n",
        "      <td>27</td>\n",
-       "      <td>34</td>\n",
+       "      <td>33</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>181.0</td>\n",
+       "      <td>180.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>199</th>\n",
+       "      <th>910</th>\n",
        "      <td>5031</td>\n",
-       "      <td>2023-12-12 08:11:41</td>\n",
+       "      <td>2023-12-13 18:05:38</td>\n",
        "      <td>180</td>\n",
-       "      <td>161</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
+       "      <td>159</td>\n",
+       "      <td>65</td>\n",
+       "      <td>20</td>\n",
        "      <td>27</td>\n",
-       "      <td>34</td>\n",
+       "      <td>33</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
+       "      <td>65</td>\n",
+       "      <td>20</td>\n",
        "      <td>27</td>\n",
-       "      <td>34</td>\n",
+       "      <td>33</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
        "      <td>180.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>False</td>\n",
+       "      <td>True</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>200</th>\n",
+       "      <th>911</th>\n",
        "      <td>5031</td>\n",
-       "      <td>2023-12-12 09:02:41</td>\n",
-       "      <td>180</td>\n",
-       "      <td>161</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
+       "      <td>2023-12-13 18:10:47</td>\n",
+       "      <td>52</td>\n",
+       "      <td>107</td>\n",
+       "      <td>65</td>\n",
+       "      <td>20</td>\n",
        "      <td>27</td>\n",
-       "      <td>34</td>\n",
+       "      <td>161</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
+       "      <td>65</td>\n",
+       "      <td>20</td>\n",
        "      <td>27</td>\n",
-       "      <td>34</td>\n",
+       "      <td>161</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>3060.0</td>\n",
+       "      <td>309.0</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>False</td>\n",
+       "      <td>True</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>201</th>\n",
+       "      <th>912</th>\n",
        "      <td>5031</td>\n",
-       "      <td>2023-12-12 09:05:41</td>\n",
-       "      <td>180</td>\n",
-       "      <td>161</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
+       "      <td>2023-12-13 18:13:07</td>\n",
+       "      <td>140</td>\n",
+       "      <td>67</td>\n",
+       "      <td>37</td>\n",
+       "      <td>16</td>\n",
        "      <td>27</td>\n",
-       "      <td>34</td>\n",
+       "      <td>25</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
+       "      <td>37</td>\n",
+       "      <td>16</td>\n",
        "      <td>27</td>\n",
-       "      <td>34</td>\n",
+       "      <td>25</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>913</th>\n",
+       "      <td>5031</td>\n",
+       "      <td>2023-12-13 18:17:06</td>\n",
+       "      <td>239</td>\n",
+       "      <td>126</td>\n",
+       "      <td>90</td>\n",
+       "      <td>31</td>\n",
+       "      <td>31</td>\n",
+       "      <td>48</td>\n",
+       "      <td>39</td>\n",
+       "      <td>0</td>\n",
+       "      <td>90</td>\n",
+       "      <td>31</td>\n",
+       "      <td>31</td>\n",
+       "      <td>48</td>\n",
+       "      <td>39</td>\n",
+       "      <td>0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>True</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>202</th>\n",
+       "      <th>914</th>\n",
        "      <td>5031</td>\n",
-       "      <td>2023-12-12 09:08:41</td>\n",
+       "      <td>2023-12-13 18:20:39</td>\n",
+       "      <td>213</td>\n",
+       "      <td>159</td>\n",
+       "      <td>78</td>\n",
+       "      <td>25</td>\n",
+       "      <td>31</td>\n",
+       "      <td>40</td>\n",
+       "      <td>39</td>\n",
+       "      <td>0</td>\n",
+       "      <td>78</td>\n",
+       "      <td>25</td>\n",
+       "      <td>31</td>\n",
+       "      <td>40</td>\n",
+       "      <td>39</td>\n",
+       "      <td>0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>915</th>\n",
+       "      <td>5031</td>\n",
+       "      <td>2023-12-13 18:23:39</td>\n",
        "      <td>180</td>\n",
-       "      <td>161</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
+       "      <td>160</td>\n",
+       "      <td>65</td>\n",
+       "      <td>20</td>\n",
        "      <td>27</td>\n",
-       "      <td>34</td>\n",
+       "      <td>33</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
+       "      <td>65</td>\n",
+       "      <td>20</td>\n",
        "      <td>27</td>\n",
-       "      <td>34</td>\n",
+       "      <td>33</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
        "      <td>180.0</td>\n",
@@ -2951,24 +2969,24 @@
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>203</th>\n",
+       "      <th>916</th>\n",
        "      <td>5031</td>\n",
-       "      <td>2023-12-12 09:11:41</td>\n",
-       "      <td>180</td>\n",
-       "      <td>161</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
+       "      <td>2023-12-13 18:26:38</td>\n",
+       "      <td>179</td>\n",
+       "      <td>159</td>\n",
+       "      <td>65</td>\n",
+       "      <td>20</td>\n",
        "      <td>27</td>\n",
-       "      <td>34</td>\n",
+       "      <td>32</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
+       "      <td>65</td>\n",
+       "      <td>20</td>\n",
        "      <td>27</td>\n",
-       "      <td>34</td>\n",
+       "      <td>32</td>\n",
        "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
+       "      <td>179.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
@@ -2980,31 +2998,37 @@
       ],
       "text/plain": [
        "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "197     5031 2023-12-12 08:05:40   180   161       49       35       27   \n",
-       "198     5031 2023-12-12 08:08:41   180   161       49       35       27   \n",
-       "199     5031 2023-12-12 08:11:41   180   161       49       35       27   \n",
-       "200     5031 2023-12-12 09:02:41   180   161       49       35       27   \n",
-       "201     5031 2023-12-12 09:05:41   180   161       49       35       27   \n",
-       "202     5031 2023-12-12 09:08:41   180   161       49       35       27   \n",
-       "203     5031 2023-12-12 09:11:41   180   161       49       35       27   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "197       34       35        0       49       35       27       34       35   \n",
-       "198       34       35        0       49       35       27       34       35   \n",
-       "199       34       35        0       49       35       27       34       35   \n",
-       "200       34       35        0       49       35       27       34       35   \n",
-       "201       34       35        0       49       35       27       34       35   \n",
-       "202       34       35        0       49       35       27       34       35   \n",
-       "203       34       35        0       49       35       27       34       35   \n",
+       "908     5031 2023-12-13 17:59:38   180   159       65       20       27   \n",
+       "909     5031 2023-12-13 18:02:38   180   159       65       20       27   \n",
+       "910     5031 2023-12-13 18:05:38   180   159       65       20       27   \n",
+       "911     5031 2023-12-13 18:10:47    52   107       65       20       27   \n",
+       "912     5031 2023-12-13 18:13:07   140    67       37       16       27   \n",
+       "913     5031 2023-12-13 18:17:06   239   126       90       31       31   \n",
+       "914     5031 2023-12-13 18:20:39   213   159       78       25       31   \n",
+       "915     5031 2023-12-13 18:23:39   180   160       65       20       27   \n",
+       "916     5031 2023-12-13 18:26:38   179   159       65       20       27   \n",
        "\n",
-       "     B링6현시시간    시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "197        0   180.0  False   False  True  False  \n",
-       "198        0   181.0  False   False  True  False  \n",
-       "199        0   180.0  False   False  True  False  \n",
-       "200        0  3060.0   True   False  True  False  \n",
-       "201        0   180.0  False   False  True  False  \n",
-       "202        0   180.0  False   False  True  False  \n",
-       "203        0   180.0  False   False  True  False  "
+       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
+       "908       33       35        0       65       20       27       33       35   \n",
+       "909       33       35        0       65       20       27       33       35   \n",
+       "910       33       35        0       65       20       27       33       35   \n",
+       "911      161       35        0       65       20       27      161       35   \n",
+       "912       25       35        0       37       16       27       25       35   \n",
+       "913       48       39        0       90       31       31       48       39   \n",
+       "914       40       39        0       78       25       31       40       39   \n",
+       "915       33       35        0       65       20       27       33       35   \n",
+       "916       32       35        0       65       20       27       32       35   \n",
+       "\n",
+       "     B링6현시시간   시간차이   결측여부  전이시간여부   주기일치  이상치존재  \n",
+       "908        0  180.0  False   False   True  False  \n",
+       "909        0  180.0  False   False   True  False  \n",
+       "910        0  180.0  False   False   True   True  \n",
+       "911        0  309.0   True   False  False   True  \n",
+       "912        0  140.0  False   False   True   True  \n",
+       "913        0  239.0   True   False   True  False  \n",
+       "914        0  213.0  False   False   True  False  \n",
+       "915        0  180.0  False   False   True  False  \n",
+       "916        0  179.0  False   False   True  False  "
       ]
      },
      "metadata": {},
@@ -3014,11 +3038,29 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "4141.0\n",
-      "1.0\n",
+      "1800.0\n",
+      "0.0\n",
       "{(6, 0): 150, (6, 30): 160, (7, 0): 180, (9, 30): 160, (16, 0): 170, (17, 0): 180, (20, 30): 170, (21, 30): 160, (22, 30): 150, (23, 30): 140}\n"
      ]
-    },
+    }
+   ],
+   "source": [
+    "inter_no = 5031\n",
+    "j = 5\n",
+    "cycle = 180\n",
+    "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
+    "    display(infos['missing_dfs'][inter_no][j])\n",
+    "sum_of_durations = infos['missing_dfs'][inter_no][j].시간차이.sum()\n",
+    "print(sum_of_durations)\n",
+    "print(sum_of_durations % cycle)\n",
+    "print(infos['cycles'][inter_no])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [
     {
      "data": {
       "text/html": [
@@ -3065,170 +3107,170 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>702</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-13 06:58:32</td>\n",
-       "      <td>160</td>\n",
-       "      <td>152</td>\n",
-       "      <td>43</td>\n",
-       "      <td>25</td>\n",
-       "      <td>27</td>\n",
-       "      <td>30</td>\n",
-       "      <td>35</td>\n",
+       "      <th>200</th>\n",
+       "      <td>5032</td>\n",
+       "      <td>2023-12-12 08:08:15</td>\n",
+       "      <td>170</td>\n",
+       "      <td>55</td>\n",
+       "      <td>24</td>\n",
+       "      <td>61</td>\n",
+       "      <td>24</td>\n",
+       "      <td>37</td>\n",
+       "      <td>24</td>\n",
        "      <td>0</td>\n",
-       "      <td>43</td>\n",
-       "      <td>25</td>\n",
-       "      <td>27</td>\n",
-       "      <td>30</td>\n",
-       "      <td>35</td>\n",
+       "      <td>24</td>\n",
+       "      <td>61</td>\n",
+       "      <td>24</td>\n",
+       "      <td>37</td>\n",
+       "      <td>24</td>\n",
        "      <td>0</td>\n",
-       "      <td>160.0</td>\n",
+       "      <td>170.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>703</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-13 07:01:12</td>\n",
-       "      <td>160</td>\n",
-       "      <td>152</td>\n",
-       "      <td>43</td>\n",
-       "      <td>25</td>\n",
-       "      <td>27</td>\n",
-       "      <td>30</td>\n",
-       "      <td>35</td>\n",
+       "      <th>201</th>\n",
+       "      <td>5032</td>\n",
+       "      <td>2023-12-12 08:11:05</td>\n",
+       "      <td>170</td>\n",
+       "      <td>55</td>\n",
+       "      <td>24</td>\n",
+       "      <td>61</td>\n",
+       "      <td>24</td>\n",
+       "      <td>37</td>\n",
+       "      <td>24</td>\n",
        "      <td>0</td>\n",
-       "      <td>43</td>\n",
-       "      <td>25</td>\n",
-       "      <td>27</td>\n",
-       "      <td>30</td>\n",
-       "      <td>35</td>\n",
+       "      <td>24</td>\n",
+       "      <td>61</td>\n",
+       "      <td>24</td>\n",
+       "      <td>37</td>\n",
+       "      <td>24</td>\n",
        "      <td>0</td>\n",
-       "      <td>160.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>704</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-13 07:03:52</td>\n",
-       "      <td>160</td>\n",
-       "      <td>52</td>\n",
-       "      <td>43</td>\n",
-       "      <td>25</td>\n",
-       "      <td>27</td>\n",
-       "      <td>30</td>\n",
-       "      <td>35</td>\n",
+       "      <th>202</th>\n",
+       "      <td>5032</td>\n",
+       "      <td>2023-12-12 08:13:55</td>\n",
+       "      <td>170</td>\n",
+       "      <td>55</td>\n",
+       "      <td>24</td>\n",
+       "      <td>61</td>\n",
+       "      <td>24</td>\n",
+       "      <td>37</td>\n",
+       "      <td>24</td>\n",
        "      <td>0</td>\n",
-       "      <td>43</td>\n",
-       "      <td>25</td>\n",
-       "      <td>27</td>\n",
-       "      <td>30</td>\n",
-       "      <td>35</td>\n",
+       "      <td>24</td>\n",
+       "      <td>61</td>\n",
+       "      <td>24</td>\n",
+       "      <td>37</td>\n",
+       "      <td>24</td>\n",
        "      <td>0</td>\n",
-       "      <td>160.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>705</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-13 07:07:51</td>\n",
-       "      <td>239</td>\n",
-       "      <td>111</td>\n",
-       "      <td>70</td>\n",
-       "      <td>51</td>\n",
-       "      <td>31</td>\n",
-       "      <td>48</td>\n",
-       "      <td>39</td>\n",
+       "      <th>203</th>\n",
+       "      <td>5032</td>\n",
+       "      <td>2023-12-12 09:02:04</td>\n",
+       "      <td>169</td>\n",
+       "      <td>55</td>\n",
+       "      <td>24</td>\n",
+       "      <td>61</td>\n",
+       "      <td>24</td>\n",
+       "      <td>37</td>\n",
+       "      <td>23</td>\n",
        "      <td>0</td>\n",
-       "      <td>70</td>\n",
-       "      <td>51</td>\n",
-       "      <td>31</td>\n",
-       "      <td>48</td>\n",
-       "      <td>39</td>\n",
+       "      <td>24</td>\n",
+       "      <td>61</td>\n",
+       "      <td>24</td>\n",
+       "      <td>37</td>\n",
+       "      <td>23</td>\n",
        "      <td>0</td>\n",
-       "      <td>239.0</td>\n",
-       "      <td>True</td>\n",
+       "      <td>2889.0</td>\n",
        "      <td>True</td>\n",
+       "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>706</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-13 07:11:41</td>\n",
-       "      <td>230</td>\n",
-       "      <td>161</td>\n",
-       "      <td>66</td>\n",
-       "      <td>48</td>\n",
-       "      <td>31</td>\n",
-       "      <td>46</td>\n",
-       "      <td>39</td>\n",
+       "      <th>204</th>\n",
+       "      <td>5032</td>\n",
+       "      <td>2023-12-12 09:04:54</td>\n",
+       "      <td>170</td>\n",
+       "      <td>55</td>\n",
+       "      <td>24</td>\n",
+       "      <td>61</td>\n",
+       "      <td>24</td>\n",
+       "      <td>37</td>\n",
+       "      <td>24</td>\n",
        "      <td>0</td>\n",
-       "      <td>66</td>\n",
-       "      <td>48</td>\n",
-       "      <td>31</td>\n",
-       "      <td>46</td>\n",
-       "      <td>39</td>\n",
+       "      <td>24</td>\n",
+       "      <td>61</td>\n",
+       "      <td>24</td>\n",
+       "      <td>37</td>\n",
+       "      <td>24</td>\n",
        "      <td>0</td>\n",
-       "      <td>230.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>707</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-13 07:14:41</td>\n",
-       "      <td>180</td>\n",
-       "      <td>161</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
-       "      <td>27</td>\n",
-       "      <td>34</td>\n",
-       "      <td>35</td>\n",
+       "      <th>205</th>\n",
+       "      <td>5032</td>\n",
+       "      <td>2023-12-12 09:07:44</td>\n",
+       "      <td>170</td>\n",
+       "      <td>55</td>\n",
+       "      <td>24</td>\n",
+       "      <td>61</td>\n",
+       "      <td>24</td>\n",
+       "      <td>37</td>\n",
+       "      <td>24</td>\n",
        "      <td>0</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
-       "      <td>27</td>\n",
-       "      <td>34</td>\n",
-       "      <td>35</td>\n",
+       "      <td>24</td>\n",
+       "      <td>61</td>\n",
+       "      <td>24</td>\n",
+       "      <td>37</td>\n",
+       "      <td>24</td>\n",
        "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>708</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-13 07:17:41</td>\n",
-       "      <td>180</td>\n",
-       "      <td>161</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
-       "      <td>27</td>\n",
-       "      <td>34</td>\n",
-       "      <td>35</td>\n",
+       "      <th>206</th>\n",
+       "      <td>5032</td>\n",
+       "      <td>2023-12-12 09:10:34</td>\n",
+       "      <td>170</td>\n",
+       "      <td>55</td>\n",
+       "      <td>24</td>\n",
+       "      <td>61</td>\n",
+       "      <td>24</td>\n",
+       "      <td>37</td>\n",
+       "      <td>24</td>\n",
        "      <td>0</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
-       "      <td>27</td>\n",
-       "      <td>34</td>\n",
-       "      <td>35</td>\n",
+       "      <td>24</td>\n",
+       "      <td>61</td>\n",
+       "      <td>24</td>\n",
+       "      <td>37</td>\n",
+       "      <td>24</td>\n",
        "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
@@ -3238,31 +3280,31 @@
       ],
       "text/plain": [
        "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "702     5031 2023-12-13 06:58:32   160   152       43       25       27   \n",
-       "703     5031 2023-12-13 07:01:12   160   152       43       25       27   \n",
-       "704     5031 2023-12-13 07:03:52   160    52       43       25       27   \n",
-       "705     5031 2023-12-13 07:07:51   239   111       70       51       31   \n",
-       "706     5031 2023-12-13 07:11:41   230   161       66       48       31   \n",
-       "707     5031 2023-12-13 07:14:41   180   161       49       35       27   \n",
-       "708     5031 2023-12-13 07:17:41   180   161       49       35       27   \n",
+       "200     5032 2023-12-12 08:08:15   170    55       24       61       24   \n",
+       "201     5032 2023-12-12 08:11:05   170    55       24       61       24   \n",
+       "202     5032 2023-12-12 08:13:55   170    55       24       61       24   \n",
+       "203     5032 2023-12-12 09:02:04   169    55       24       61       24   \n",
+       "204     5032 2023-12-12 09:04:54   170    55       24       61       24   \n",
+       "205     5032 2023-12-12 09:07:44   170    55       24       61       24   \n",
+       "206     5032 2023-12-12 09:10:34   170    55       24       61       24   \n",
        "\n",
        "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "702       30       35        0       43       25       27       30       35   \n",
-       "703       30       35        0       43       25       27       30       35   \n",
-       "704       30       35        0       43       25       27       30       35   \n",
-       "705       48       39        0       70       51       31       48       39   \n",
-       "706       46       39        0       66       48       31       46       39   \n",
-       "707       34       35        0       49       35       27       34       35   \n",
-       "708       34       35        0       49       35       27       34       35   \n",
+       "200       37       24        0       24       61       24       37       24   \n",
+       "201       37       24        0       24       61       24       37       24   \n",
+       "202       37       24        0       24       61       24       37       24   \n",
+       "203       37       23        0       24       61       24       37       23   \n",
+       "204       37       24        0       24       61       24       37       24   \n",
+       "205       37       24        0       24       61       24       37       24   \n",
+       "206       37       24        0       24       61       24       37       24   \n",
        "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "702        0  160.0  False   False  True  False  \n",
-       "703        0  160.0  False    True  True  False  \n",
-       "704        0  160.0  False    True  True  False  \n",
-       "705        0  239.0   True    True  True  False  \n",
-       "706        0  230.0  False    True  True  False  \n",
-       "707        0  180.0  False    True  True  False  \n",
-       "708        0  180.0  False    True  True  False  "
+       "     B링6현시시간    시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
+       "200        0   170.0  False   False  True  False  \n",
+       "201        0   170.0  False   False  True  False  \n",
+       "202        0   170.0  False   False  True  False  \n",
+       "203        0  2889.0   True   False  True  False  \n",
+       "204        0   170.0  False   False  True  False  \n",
+       "205        0   170.0  False   False  True  False  \n",
+       "206        0   170.0  False   False  True  False  "
       ]
      },
      "metadata": {},
@@ -3272,11 +3314,29 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1309.0\n",
-      "49.0\n",
-      "{(6, 0): 150, (6, 30): 160, (7, 0): 180, (9, 30): 160, (16, 0): 170, (17, 0): 180, (20, 30): 170, (21, 30): 160, (22, 30): 150, (23, 30): 140}\n"
+      "3909.0\n",
+      "169.0\n",
+      "{(6, 0): 150, (6, 30): 160, (7, 0): 170, (9, 30): 170, (16, 0): 170, (17, 0): 180, (20, 30): 170, (21, 30): 160, (22, 30): 150, (23, 30): 140}\n"
      ]
-    },
+    }
+   ],
+   "source": [
+    "inter_no = 5032\n",
+    "j = 0\n",
+    "cycle = 170\n",
+    "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
+    "    display(infos['missing_dfs'][inter_no][j])\n",
+    "sum_of_durations = infos['missing_dfs'][inter_no][j].시간차이.sum()\n",
+    "print(sum_of_durations)\n",
+    "print(sum_of_durations % cycle)\n",
+    "print(infos['cycles'][inter_no])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "metadata": {},
+   "outputs": [
     {
      "data": {
       "text/html": [
@@ -3323,28989 +3383,168 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>774</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-13 10:29:00</td>\n",
-       "      <td>160</td>\n",
+       "      <th>653</th>\n",
+       "      <td>5032</td>\n",
+       "      <td>2023-12-13 05:09:01</td>\n",
        "      <td>140</td>\n",
-       "      <td>49</td>\n",
+       "      <td>61</td>\n",
+       "      <td>20</td>\n",
+       "      <td>43</td>\n",
+       "      <td>20</td>\n",
+       "      <td>37</td>\n",
        "      <td>20</td>\n",
-       "      <td>27</td>\n",
-       "      <td>29</td>\n",
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-       "      <td>49</td>\n",
        "      <td>20</td>\n",
-       "      <td>27</td>\n",
-       "      <td>29</td>\n",
-       "      <td>35</td>\n",
+       "      <td>43</td>\n",
+       "      <td>20</td>\n",
+       "      <td>37</td>\n",
+       "      <td>20</td>\n",
        "      <td>0</td>\n",
-       "      <td>160.0</td>\n",
+       "      <td>140.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>775</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-13 10:31:40</td>\n",
-       "      <td>160</td>\n",
-       "      <td>140</td>\n",
-       "      <td>49</td>\n",
+       "      <th>654</th>\n",
+       "      <td>5032</td>\n",
+       "      <td>2023-12-13 05:11:20</td>\n",
+       "      <td>139</td>\n",
+       "      <td>60</td>\n",
        "      <td>20</td>\n",
-       "      <td>27</td>\n",
-       "      <td>29</td>\n",
-       "      <td>35</td>\n",
+       "      <td>43</td>\n",
+       "      <td>20</td>\n",
+       "      <td>37</td>\n",
+       "      <td>19</td>\n",
        "      <td>0</td>\n",
-       "      <td>49</td>\n",
        "      <td>20</td>\n",
-       "      <td>27</td>\n",
-       "      <td>29</td>\n",
-       "      <td>35</td>\n",
+       "      <td>43</td>\n",
+       "      <td>20</td>\n",
+       "      <td>37</td>\n",
+       "      <td>19</td>\n",
        "      <td>0</td>\n",
-       "      <td>160.0</td>\n",
+       "      <td>139.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>776</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-13 10:34:20</td>\n",
-       "      <td>160</td>\n",
-       "      <td>140</td>\n",
-       "      <td>49</td>\n",
+       "      <th>655</th>\n",
+       "      <td>5032</td>\n",
+       "      <td>2023-12-13 05:13:40</td>\n",
+       "      <td>141</td>\n",
+       "      <td>60</td>\n",
+       "      <td>20</td>\n",
+       "      <td>43</td>\n",
+       "      <td>20</td>\n",
+       "      <td>38</td>\n",
        "      <td>20</td>\n",
-       "      <td>27</td>\n",
-       "      <td>29</td>\n",
-       "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>49</td>\n",
        "      <td>20</td>\n",
-       "      <td>27</td>\n",
-       "      <td>29</td>\n",
-       "      <td>35</td>\n",
+       "      <td>43</td>\n",
+       "      <td>20</td>\n",
+       "      <td>38</td>\n",
+       "      <td>20</td>\n",
        "      <td>0</td>\n",
-       "      <td>160.0</td>\n",
+       "      <td>140.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>777</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-13 10:39:07</td>\n",
-       "      <td>31</td>\n",
-       "      <td>107</td>\n",
-       "      <td>49</td>\n",
+       "      <th>656</th>\n",
+       "      <td>5032</td>\n",
+       "      <td>2023-12-13 05:17:53</td>\n",
+       "      <td>252</td>\n",
+       "      <td>32</td>\n",
+       "      <td>132</td>\n",
+       "      <td>43</td>\n",
+       "      <td>20</td>\n",
+       "      <td>37</td>\n",
        "      <td>20</td>\n",
-       "      <td>27</td>\n",
-       "      <td>156</td>\n",
-       "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>49</td>\n",
+       "      <td>132</td>\n",
+       "      <td>43</td>\n",
+       "      <td>20</td>\n",
+       "      <td>37</td>\n",
        "      <td>20</td>\n",
-       "      <td>27</td>\n",
-       "      <td>156</td>\n",
-       "      <td>35</td>\n",
        "      <td>0</td>\n",
-       "      <td>287.0</td>\n",
+       "      <td>253.0</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
-       "      <td>False</td>\n",
+       "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>778</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-13 10:41:27</td>\n",
-       "      <td>140</td>\n",
-       "      <td>87</td>\n",
+       "      <th>657</th>\n",
+       "      <td>5032</td>\n",
+       "      <td>2023-12-13 05:19:50</td>\n",
+       "      <td>117</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>24</td>\n",
+       "      <td>19</td>\n",
        "      <td>37</td>\n",
-       "      <td>16</td>\n",
-       "      <td>27</td>\n",
-       "      <td>25</td>\n",
-       "      <td>35</td>\n",
+       "      <td>19</td>\n",
        "      <td>0</td>\n",
+       "      <td>18</td>\n",
+       "      <td>24</td>\n",
+       "      <td>19</td>\n",
        "      <td>37</td>\n",
-       "      <td>16</td>\n",
-       "      <td>27</td>\n",
-       "      <td>25</td>\n",
-       "      <td>35</td>\n",
+       "      <td>19</td>\n",
        "      <td>0</td>\n",
-       "      <td>140.0</td>\n",
+       "      <td>117.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>779</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-13 10:45:00</td>\n",
-       "      <td>213</td>\n",
-       "      <td>140</td>\n",
-       "      <td>69</td>\n",
-       "      <td>31</td>\n",
-       "      <td>31</td>\n",
-       "      <td>43</td>\n",
-       "      <td>39</td>\n",
+       "      <th>658</th>\n",
+       "      <td>5032</td>\n",
+       "      <td>2023-12-13 05:22:55</td>\n",
+       "      <td>186</td>\n",
+       "      <td>55</td>\n",
+       "      <td>30</td>\n",
+       "      <td>60</td>\n",
+       "      <td>30</td>\n",
+       "      <td>37</td>\n",
+       "      <td>29</td>\n",
        "      <td>0</td>\n",
-       "      <td>69</td>\n",
-       "      <td>31</td>\n",
-       "      <td>31</td>\n",
-       "      <td>43</td>\n",
-       "      <td>39</td>\n",
+       "      <td>30</td>\n",
+       "      <td>60</td>\n",
+       "      <td>30</td>\n",
+       "      <td>37</td>\n",
+       "      <td>29</td>\n",
        "      <td>0</td>\n",
-       "      <td>213.0</td>\n",
+       "      <td>185.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>780</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-13 10:47:40</td>\n",
-       "      <td>160</td>\n",
-       "      <td>140</td>\n",
-       "      <td>49</td>\n",
-       "      <td>20</td>\n",
-       "      <td>27</td>\n",
-       "      <td>29</td>\n",
-       "      <td>35</td>\n",
-       "      <td>0</td>\n",
-       "      <td>49</td>\n",
-       "      <td>20</td>\n",
-       "      <td>27</td>\n",
-       "      <td>29</td>\n",
-       "      <td>35</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "774     5031 2023-12-13 10:29:00   160   140       49       20       27   \n",
-       "775     5031 2023-12-13 10:31:40   160   140       49       20       27   \n",
-       "776     5031 2023-12-13 10:34:20   160   140       49       20       27   \n",
-       "777     5031 2023-12-13 10:39:07    31   107       49       20       27   \n",
-       "778     5031 2023-12-13 10:41:27   140    87       37       16       27   \n",
-       "779     5031 2023-12-13 10:45:00   213   140       69       31       31   \n",
-       "780     5031 2023-12-13 10:47:40   160   140       49       20       27   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "774       29       35        0       49       20       27       29       35   \n",
-       "775       29       35        0       49       20       27       29       35   \n",
-       "776       29       35        0       49       20       27       29       35   \n",
-       "777      156       35        0       49       20       27      156       35   \n",
-       "778       25       35        0       37       16       27       25       35   \n",
-       "779       43       39        0       69       31       31       43       39   \n",
-       "780       29       35        0       49       20       27       29       35   \n",
-       "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부   주기일치  이상치존재  \n",
-       "774        0  160.0  False   False   True  False  \n",
-       "775        0  160.0  False   False   True  False  \n",
-       "776        0  160.0  False   False   True  False  \n",
-       "777        0  287.0   True   False  False  False  \n",
-       "778        0  140.0  False   False   True  False  \n",
-       "779        0  213.0  False   False   True  False  \n",
-       "780        0  160.0  False   False   True  False  "
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
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-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "908       33       35        0       65       20       27       33       35   \n",
-       "909       33       35        0       65       20       27       33       35   \n",
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-       "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부   주기일치  이상치존재  \n",
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-       "\n",
-       "      A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "\n",
-       "      B링6현시시간   시간차이   결측여부  전이시간여부   주기일치  이상치존재  \n",
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-       "      <td>True</td>\n",
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-       "    <tr>\n",
-       "      <th>1214</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-14 07:03:52</td>\n",
-       "      <td>160</td>\n",
-       "      <td>52</td>\n",
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-       "      <td>True</td>\n",
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-       "      <th>1215</th>\n",
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-       "      <td>2023-12-14 07:07:51</td>\n",
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-       "      <td>51</td>\n",
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-       "      <td>70</td>\n",
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-       "      <td>39</td>\n",
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-       "      <td>239.0</td>\n",
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-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>1216</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-14 07:11:41</td>\n",
-       "      <td>230</td>\n",
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-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>1217</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-14 07:14:41</td>\n",
-       "      <td>180</td>\n",
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-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
-       "      <td>27</td>\n",
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-       "      <th>1218</th>\n",
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-       "      <td>2023-12-14 07:17:41</td>\n",
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-       "      현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "1212     5031 2023-12-14 06:58:32   160   152       43       25       27   \n",
-       "1213     5031 2023-12-14 07:01:12   160   152       43       25       27   \n",
-       "1214     5031 2023-12-14 07:03:52   160    52       43       25       27   \n",
-       "1215     5031 2023-12-14 07:07:51   239   111       70       51       31   \n",
-       "1216     5031 2023-12-14 07:11:41   230   161       66       48       31   \n",
-       "1217     5031 2023-12-14 07:14:41   180   161       49       35       27   \n",
-       "1218     5031 2023-12-14 07:17:41   180   161       49       35       27   \n",
-       "\n",
-       "      A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "1212       30       35        0       43       25       27       30       35   \n",
-       "1213       30       35        0       43       25       27       30       35   \n",
-       "1214       30       35        0       43       25       27       30       35   \n",
-       "1215       48       39        0       70       51       31       48       39   \n",
-       "1216       46       39        0       66       48       31       46       39   \n",
-       "1217       34       35        0       49       35       27       34       35   \n",
-       "1218       34       35        0       49       35       27       34       35   \n",
-       "\n",
-       "      B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "1212        0  160.0  False   False  True  False  \n",
-       "1213        0  160.0  False    True  True  False  \n",
-       "1214        0  160.0  False    True  True  False  \n",
-       "1215        0  239.0   True    True  True  False  \n",
-       "1216        0  230.0  False    True  True  False  \n",
-       "1217        0  180.0  False    True  True  False  \n",
-       "1218        0  180.0  False    True  True  False  "
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-       "      <th></th>\n",
-       "      <th>현장교차로ID</th>\n",
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-       "    <tr>\n",
-       "      <th>1757</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-15 07:03:52</td>\n",
-       "      <td>160</td>\n",
-       "      <td>52</td>\n",
-       "      <td>43</td>\n",
-       "      <td>25</td>\n",
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-       "    <tr>\n",
-       "      <th>1758</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-15 07:07:50</td>\n",
-       "      <td>239</td>\n",
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-       "      <td>238.0</td>\n",
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-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>1759</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-15 07:11:40</td>\n",
-       "      <td>230</td>\n",
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-       "    <tr>\n",
-       "      <th>1760</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-15 07:14:41</td>\n",
-       "      <td>180</td>\n",
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-       "    <tr>\n",
-       "      <th>1761</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-15 07:17:41</td>\n",
-       "      <td>180</td>\n",
-       "      <td>161</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
-       "      <td>27</td>\n",
-       "      <td>34</td>\n",
-       "      <td>35</td>\n",
-       "      <td>0</td>\n",
-       "      <td>49</td>\n",
-       "      <td>35</td>\n",
-       "      <td>27</td>\n",
-       "      <td>34</td>\n",
-       "      <td>35</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>1762</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-15 07:21:58</td>\n",
-       "      <td>1</td>\n",
-       "      <td>58</td>\n",
-       "      <td>126</td>\n",
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-       "    <tr>\n",
-       "      <th>1763</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-15 07:24:18</td>\n",
-       "      <td>140</td>\n",
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-       "      <td>True</td>\n",
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-       "    <tr>\n",
-       "      <th>1764</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-15 07:26:49</td>\n",
-       "      <td>151</td>\n",
-       "      <td>169</td>\n",
-       "      <td>39</td>\n",
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-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>1765</th>\n",
-       "      <td>5031</td>\n",
-       "      <td>2023-12-15 07:29:41</td>\n",
-       "      <td>172</td>\n",
-       "      <td>161</td>\n",
-       "      <td>47</td>\n",
-       "      <td>32</td>\n",
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-       "      <td>32</td>\n",
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-       "      <td>31</td>\n",
-       "      <td>35</td>\n",
-       "      <td>0</td>\n",
-       "      <td>172.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "1755     5031 2023-12-15 06:58:31   160   152       43       25       27   \n",
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-       "\n",
-       "      B링6현시시간   시간차이   결측여부  전이시간여부   주기일치  이상치존재  \n",
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-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "\n",
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-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "      <th>1956</th>\n",
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-       "1954     5032 2023-12-15 16:52:24   170    55       24       61       24   \n",
-       "1955     5032 2023-12-15 16:55:14   170    55       24       61       24   \n",
-       "1956     5032 2023-12-15 16:58:04   170    55       24       61       24   \n",
-       "1957     5032 2023-12-15 23:59:30   130    51       36       14       27   \n",
-       "\n",
-       "      A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "1954       37       24        0       24       61       24       37       24   \n",
-       "1955       37       24        0       24       61       24       37       24   \n",
-       "1956       37       24        0       24       61       24       37       24   \n",
-       "1957       27       26        0       36       14       27       27       26   \n",
-       "\n",
-       "      B링6현시시간     시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "1954        0    170.0  False   False  True  False  \n",
-       "1955        0    170.0  False   False  True  False  \n",
-       "1956        0    170.0  False   False  True  False  \n",
-       "1957        0  25286.0   True   False  True  False  "
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-       "200     5033 2023-12-12 08:07:51   170    32       42       86       42   \n",
-       "201     5033 2023-12-12 08:10:41   170    32       42       86       42   \n",
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-       "205     5033 2023-12-12 09:07:22   170    32       42       86       42   \n",
-       "206     5033 2023-12-12 09:10:12   170    32       42       86       42   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "     B링6현시시간    시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "858     5033 2023-12-13 14:33:28   170    48       42       86       42   \n",
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-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "     B링6현시시간    시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부   주기일치  이상치존재  \n",
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-       "1953     5033 2023-12-15 16:52:18   170    48       42       86       42   \n",
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-       "\n",
-       "      A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "1956       27       26        0       36       14       27       27       26   \n",
-       "\n",
-       "      B링6현시시간     시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "192     5034 2023-12-12 09:11:38   180   158       53       33       51   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "191       43        0        0       26       60       51       43        0   \n",
-       "192       43        0        0       26       60       51       43        0   \n",
-       "\n",
-       "     B링6현시시간    시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "      <th>B링2현시시간</th>\n",
-       "      <th>B링3현시시간</th>\n",
-       "      <th>B링4현시시간</th>\n",
-       "      <th>B링5현시시간</th>\n",
-       "      <th>B링6현시시간</th>\n",
-       "      <th>시간차이</th>\n",
-       "      <th>결측여부</th>\n",
-       "      <th>전이시간여부</th>\n",
-       "      <th>주기일치</th>\n",
-       "      <th>이상치존재</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>384</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-12 18:19:05</td>\n",
-       "      <td>57</td>\n",
-       "      <td>65</td>\n",
-       "      <td>57</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>31</td>\n",
-       "      <td>0</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>88.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>385</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-12 18:22:05</td>\n",
-       "      <td>180</td>\n",
-       "      <td>65</td>\n",
-       "      <td>57</td>\n",
-       "      <td>33</td>\n",
-       "      <td>45</td>\n",
-       "      <td>45</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
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-       "      <td>59</td>\n",
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-       "      <td>45</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>386</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-12 18:24:35</td>\n",
-       "      <td>150</td>\n",
-       "      <td>35</td>\n",
-       "      <td>43</td>\n",
-       "      <td>21</td>\n",
-       "      <td>43</td>\n",
-       "      <td>43</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>21</td>\n",
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-       "      <td>43</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>150.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>387</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-12 18:28:35</td>\n",
-       "      <td>240</td>\n",
-       "      <td>95</td>\n",
-       "      <td>76</td>\n",
-       "      <td>44</td>\n",
-       "      <td>60</td>\n",
-       "      <td>60</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>41</td>\n",
-       "      <td>79</td>\n",
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-       "      <td>60</td>\n",
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-       "      <td>0</td>\n",
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-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>388</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-12 18:32:35</td>\n",
-       "      <td>240</td>\n",
-       "      <td>155</td>\n",
-       "      <td>76</td>\n",
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-       "      <td>60</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>41</td>\n",
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-       "      <td>60</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>240.0</td>\n",
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-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>389</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-12 18:35:39</td>\n",
-       "      <td>184</td>\n",
-       "      <td>159</td>\n",
-       "      <td>58</td>\n",
-       "      <td>34</td>\n",
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-       "      <td>46</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>32</td>\n",
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-       "      <td>46</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>184.0</td>\n",
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-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>390</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-12 18:38:39</td>\n",
-       "      <td>180</td>\n",
-       "      <td>159</td>\n",
-       "      <td>57</td>\n",
-       "      <td>33</td>\n",
-       "      <td>45</td>\n",
-       "      <td>45</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>31</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
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-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>391</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-12 18:41:39</td>\n",
-       "      <td>180</td>\n",
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-       "      <td>57</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
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-       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "384     5034 2023-12-12 18:19:05    57    65       57        0        0   \n",
-       "385     5034 2023-12-12 18:22:05   180    65       57       33       45   \n",
-       "386     5034 2023-12-12 18:24:35   150    35       43       21       43   \n",
-       "387     5034 2023-12-12 18:28:35   240    95       76       44       60   \n",
-       "388     5034 2023-12-12 18:32:35   240   155       76       44       60   \n",
-       "389     5034 2023-12-12 18:35:39   184   159       58       34       46   \n",
-       "390     5034 2023-12-12 18:38:39   180   159       57       33       45   \n",
-       "391     5034 2023-12-12 18:41:39   180   159       57       33       45   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "384        0        0        0       31        0        0        0        0   \n",
-       "385       45        0        0       31       59       45       45        0   \n",
-       "386       43        0        0       21       43       43       43        0   \n",
-       "387       60        0        0       41       79       60       60        0   \n",
-       "388       60        0        0       41       79       60       60        0   \n",
-       "389       46        0        0       32       60       46       46        0   \n",
-       "390       45        0        0       31       59       45       45        0   \n",
-       "391       45        0        0       31       59       45       45        0   \n",
-       "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부   주기일치  이상치존재  \n",
-       "384        0   88.0  False   False  False  False  \n",
-       "385        0  180.0  False   False   True  False  \n",
-       "386        0  150.0  False   False   True  False  \n",
-       "387        0  240.0   True   False   True  False  \n",
-       "388        0  240.0   True   False   True  False  \n",
-       "389        0  184.0  False   False   True  False  \n",
-       "390        0  180.0  False   False   True  False  \n",
-       "391        0  180.0  False   False   True  False  "
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-       "      <th>현장교차로ID</th>\n",
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-       "      <th>707</th>\n",
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-       "      <td>2023-12-13 08:53:40</td>\n",
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-       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "705     5034 2023-12-13 08:47:40   180   160       53       33       51   \n",
-       "706     5034 2023-12-13 08:50:40   180   160       53       33       51   \n",
-       "707     5034 2023-12-13 08:53:40   180   160       53       33       51   \n",
-       "708     5034 2023-12-13 08:59:12    46   132        0        0        0   \n",
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-       "      <th>B링4현시시간</th>\n",
-       "      <th>B링5현시시간</th>\n",
-       "      <th>B링6현시시간</th>\n",
-       "      <th>시간차이</th>\n",
-       "      <th>결측여부</th>\n",
-       "      <th>전이시간여부</th>\n",
-       "      <th>주기일치</th>\n",
-       "      <th>이상치존재</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>1724</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-15 09:11:37</td>\n",
-       "      <td>180</td>\n",
-       "      <td>158</td>\n",
-       "      <td>53</td>\n",
-       "      <td>33</td>\n",
-       "      <td>51</td>\n",
-       "      <td>43</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>26</td>\n",
-       "      <td>60</td>\n",
-       "      <td>51</td>\n",
-       "      <td>43</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>179.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1725</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-15 09:14:37</td>\n",
-       "      <td>180</td>\n",
-       "      <td>158</td>\n",
-       "      <td>53</td>\n",
-       "      <td>33</td>\n",
-       "      <td>51</td>\n",
-       "      <td>43</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>26</td>\n",
-       "      <td>60</td>\n",
-       "      <td>51</td>\n",
-       "      <td>43</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1726</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-15 09:17:37</td>\n",
-       "      <td>180</td>\n",
-       "      <td>158</td>\n",
-       "      <td>53</td>\n",
-       "      <td>33</td>\n",
-       "      <td>51</td>\n",
-       "      <td>43</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>26</td>\n",
-       "      <td>60</td>\n",
-       "      <td>51</td>\n",
-       "      <td>43</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1727</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-15 09:22:34</td>\n",
-       "      <td>112</td>\n",
-       "      <td>95</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>61</td>\n",
-       "      <td>51</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>61</td>\n",
-       "      <td>51</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>297.0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1728</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-15 09:25:04</td>\n",
-       "      <td>150</td>\n",
-       "      <td>64</td>\n",
-       "      <td>43</td>\n",
-       "      <td>21</td>\n",
-       "      <td>43</td>\n",
-       "      <td>43</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>21</td>\n",
-       "      <td>43</td>\n",
-       "      <td>43</td>\n",
-       "      <td>43</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>150.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1729</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-15 09:29:03</td>\n",
-       "      <td>239</td>\n",
-       "      <td>123</td>\n",
-       "      <td>70</td>\n",
-       "      <td>44</td>\n",
-       "      <td>68</td>\n",
-       "      <td>57</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>34</td>\n",
-       "      <td>80</td>\n",
-       "      <td>68</td>\n",
-       "      <td>57</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>239.0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1730</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-15 09:32:38</td>\n",
-       "      <td>215</td>\n",
-       "      <td>18</td>\n",
-       "      <td>63</td>\n",
-       "      <td>40</td>\n",
-       "      <td>61</td>\n",
-       "      <td>51</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>31</td>\n",
-       "      <td>72</td>\n",
-       "      <td>61</td>\n",
-       "      <td>51</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>215.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>1731</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-15 09:35:08</td>\n",
-       "      <td>150</td>\n",
-       "      <td>168</td>\n",
-       "      <td>43</td>\n",
-       "      <td>21</td>\n",
-       "      <td>43</td>\n",
-       "      <td>43</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>21</td>\n",
-       "      <td>43</td>\n",
-       "      <td>43</td>\n",
-       "      <td>43</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>150.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1732</th>\n",
-       "      <td>5034</td>\n",
-       "      <td>2023-12-15 09:37:48</td>\n",
-       "      <td>159</td>\n",
-       "      <td>157</td>\n",
-       "      <td>44</td>\n",
-       "      <td>29</td>\n",
-       "      <td>43</td>\n",
-       "      <td>43</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>23</td>\n",
-       "      <td>50</td>\n",
-       "      <td>43</td>\n",
-       "      <td>43</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>160.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
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-       "</div>"
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-      "text/plain": [
-       "      현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "1724     5034 2023-12-15 09:11:37   180   158       53       33       51   \n",
-       "1725     5034 2023-12-15 09:14:37   180   158       53       33       51   \n",
-       "1726     5034 2023-12-15 09:17:37   180   158       53       33       51   \n",
-       "1727     5034 2023-12-15 09:22:34   112    95        0        0       61   \n",
-       "1728     5034 2023-12-15 09:25:04   150    64       43       21       43   \n",
-       "1729     5034 2023-12-15 09:29:03   239   123       70       44       68   \n",
-       "1730     5034 2023-12-15 09:32:38   215    18       63       40       61   \n",
-       "1731     5034 2023-12-15 09:35:08   150   168       43       21       43   \n",
-       "1732     5034 2023-12-15 09:37:48   159   157       44       29       43   \n",
-       "\n",
-       "      A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "1724       43        0        0       26       60       51       43        0   \n",
-       "1725       43        0        0       26       60       51       43        0   \n",
-       "1726       43        0        0       26       60       51       43        0   \n",
-       "1727       51        0        0        0        0       61       51        0   \n",
-       "1728       43        0        0       21       43       43       43        0   \n",
-       "1729       57        0        0       34       80       68       57        0   \n",
-       "1730       51        0        0       31       72       61       51        0   \n",
-       "1731       43        0        0       21       43       43       43        0   \n",
-       "1732       43        0        0       23       50       43       43        0   \n",
-       "\n",
-       "      B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "1724        0  179.0  False   False  True  False  \n",
-       "1725        0  180.0  False   False  True  False  \n",
-       "1726        0  180.0  False   False  True  False  \n",
-       "1727        0  297.0   True   False  True  False  \n",
-       "1728        0  150.0  False   False  True  False  \n",
-       "1729        0  239.0   True   False  True  False  \n",
-       "1730        0  215.0  False    True  True  False  \n",
-       "1731        0  150.0  False    True  True  False  \n",
-       "1732        0  160.0  False    True  True  False  "
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-      "1750.0\n",
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-      "{(5, 30): 160, (6, 30): 170, (7, 0): 180, (9, 30): 170, (17, 0): 180, (21, 0): 170, (22, 0): 160, (23, 30): 150}\n"
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-       "      <th></th>\n",
-       "      <th>현장교차로ID</th>\n",
-       "      <th>수집날짜시각</th>\n",
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-       "      <th>185</th>\n",
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-       "      <td>2023-12-12 08:05:24</td>\n",
-       "      <td>180</td>\n",
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-       "      <td>180.0</td>\n",
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-       "      <td>False</td>\n",
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-       "      <th>186</th>\n",
-       "      <td>5035</td>\n",
-       "      <td>2023-12-12 08:08:24</td>\n",
-       "      <td>180</td>\n",
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-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>187</th>\n",
-       "      <td>5035</td>\n",
-       "      <td>2023-12-12 08:11:24</td>\n",
-       "      <td>180</td>\n",
-       "      <td>144</td>\n",
-       "      <td>65</td>\n",
-       "      <td>32</td>\n",
-       "      <td>46</td>\n",
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-       "    <tr>\n",
-       "      <th>188</th>\n",
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-       "      <td>2023-12-12 09:02:24</td>\n",
-       "      <td>180</td>\n",
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-       "      <td>37</td>\n",
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-       "      <td>0</td>\n",
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-       "      <td>True</td>\n",
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-       "    <tr>\n",
-       "      <th>189</th>\n",
-       "      <td>5035</td>\n",
-       "      <td>2023-12-12 09:05:25</td>\n",
-       "      <td>181</td>\n",
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-       "      <th>190</th>\n",
-       "      <td>5035</td>\n",
-       "      <td>2023-12-12 09:08:25</td>\n",
-       "      <td>180</td>\n",
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-       "    <tr>\n",
-       "      <th>191</th>\n",
-       "      <td>5035</td>\n",
-       "      <td>2023-12-12 09:11:25</td>\n",
-       "      <td>180</td>\n",
-       "      <td>145</td>\n",
-       "      <td>65</td>\n",
-       "      <td>32</td>\n",
-       "      <td>46</td>\n",
-       "      <td>37</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>45</td>\n",
-       "      <td>52</td>\n",
-       "      <td>46</td>\n",
-       "      <td>37</td>\n",
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-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "164       30       32        0       38       46       25       30       32   \n",
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-       "170       30       35        0       39       49       28       30       35   \n",
-       "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "193     5036 2023-12-12 09:11:01   180   121       38       49       28   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "187       30       34        0       38       49       28       30       34   \n",
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-       "192       30       35        0       38       49       28       30       35   \n",
-       "193       30       35        0       38       49       28       30       35   \n",
-       "\n",
-       "     B링6현시시간    시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "      <th>A링5현시시간</th>\n",
-       "      <th>A링6현시시간</th>\n",
-       "      <th>B링1현시시간</th>\n",
-       "      <th>B링2현시시간</th>\n",
-       "      <th>B링3현시시간</th>\n",
-       "      <th>B링4현시시간</th>\n",
-       "      <th>B링5현시시간</th>\n",
-       "      <th>B링6현시시간</th>\n",
-       "      <th>시간차이</th>\n",
-       "      <th>결측여부</th>\n",
-       "      <th>전이시간여부</th>\n",
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-       "      <th>671</th>\n",
-       "      <td>5036</td>\n",
-       "      <td>2023-12-13 06:58:23</td>\n",
-       "      <td>171</td>\n",
-       "      <td>114</td>\n",
-       "      <td>38</td>\n",
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-       "      <th>672</th>\n",
-       "      <td>5036</td>\n",
-       "      <td>2023-12-13 07:01:12</td>\n",
-       "      <td>169</td>\n",
-       "      <td>113</td>\n",
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-       "      <th>673</th>\n",
-       "      <td>5036</td>\n",
-       "      <td>2023-12-13 07:04:02</td>\n",
-       "      <td>170</td>\n",
-       "      <td>63</td>\n",
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-       "      <td>2023-12-13 07:07:57</td>\n",
-       "      <td>235</td>\n",
-       "      <td>118</td>\n",
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-       "      <th>675</th>\n",
-       "      <td>5036</td>\n",
-       "      <td>2023-12-13 07:11:00</td>\n",
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-       "      <th>676</th>\n",
-       "      <td>5036</td>\n",
-       "      <td>2023-12-13 07:14:01</td>\n",
-       "      <td>181</td>\n",
-       "      <td>122</td>\n",
-       "      <td>39</td>\n",
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-       "      <td>39</td>\n",
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-       "      <td>181.0</td>\n",
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-       "    <tr>\n",
-       "      <th>677</th>\n",
-       "      <td>5036</td>\n",
-       "      <td>2023-12-13 07:17:01</td>\n",
-       "      <td>180</td>\n",
-       "      <td>121</td>\n",
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-       "      <td>180.0</td>\n",
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-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
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-       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "671     5036 2023-12-13 06:58:23   171   114       38       46       25   \n",
-       "672     5036 2023-12-13 07:01:12   169   113       37       46       25   \n",
-       "673     5036 2023-12-13 07:04:02   170    63       37       46       25   \n",
-       "674     5036 2023-12-13 07:07:57   235   118       52       67       39   \n",
-       "675     5036 2023-12-13 07:11:00   183   121       39       50       29   \n",
-       "676     5036 2023-12-13 07:14:01   181   122       39       49       28   \n",
-       "677     5036 2023-12-13 07:17:01   180   121       38       49       28   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "671       30       32        0       38       46       25       30       32   \n",
-       "672       30       31        0       37       46       25       30       31   \n",
-       "673       30       32        0       37       46       25       30       32   \n",
-       "674       30       47        0       52       67       39       30       47   \n",
-       "675       30       35        0       39       50       29       30       35   \n",
-       "676       30       35        0       39       49       28       30       35   \n",
-       "677       30       35        0       38       49       28       30       35   \n",
-       "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "671        0  171.0  False   False  True  False  \n",
-       "672        0  169.0  False    True  True  False  \n",
-       "673        0  170.0  False    True  True  False  \n",
-       "674        0  235.0   True    True  True   True  \n",
-       "675        0  183.0  False    True  True  False  \n",
-       "676        0  181.0  False    True  True  False  \n",
-       "677        0  180.0  False    True  True  False  "
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-       "      <td>2023-12-13 14:37:23</td>\n",
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-       "      <td>2023-12-13 16:08:04</td>\n",
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-       "      <td>2023-12-13 16:10:53</td>\n",
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-       "      <th>835</th>\n",
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-       "      <td>2023-12-13 16:13:44</td>\n",
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-       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
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-       "1687     5036 2023-12-15 06:58:23   170   114       37       46       25   \n",
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-       "\n",
-       "      A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "1687       30       32        0       37       46       25       30       32   \n",
-       "1688       30       31        0       37       46       25       30       31   \n",
-       "1689       30       32        0       38       46       25       30       32   \n",
-       "1690       30       47        0       52       67       39       30       47   \n",
-       "1691       30       35        0       39       50       29       30       35   \n",
-       "1692       30       35        0       39       49       28       30       35   \n",
-       "1693       30       35        0       38       49       28       30       35   \n",
-       "\n",
-       "      B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "884       28        0        0       37       63       32       28        0   \n",
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-       "\n",
-       "     B링6현시시간    시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "      A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "      <th>현장교차로ID</th>\n",
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-       "      <th>옵셋시간</th>\n",
-       "      <th>A링1현시시간</th>\n",
-       "      <th>A링2현시시간</th>\n",
-       "      <th>A링3현시시간</th>\n",
-       "      <th>A링4현시시간</th>\n",
-       "      <th>A링5현시시간</th>\n",
-       "      <th>A링6현시시간</th>\n",
-       "      <th>B링1현시시간</th>\n",
-       "      <th>B링2현시시간</th>\n",
-       "      <th>B링3현시시간</th>\n",
-       "      <th>B링4현시시간</th>\n",
-       "      <th>B링5현시시간</th>\n",
-       "      <th>B링6현시시간</th>\n",
-       "      <th>시간차이</th>\n",
-       "      <th>결측여부</th>\n",
-       "      <th>전이시간여부</th>\n",
-       "      <th>주기일치</th>\n",
-       "      <th>이상치존재</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
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-       "    <tr>\n",
-       "      <th>199</th>\n",
-       "      <td>5038</td>\n",
-       "      <td>2023-12-12 08:07:38</td>\n",
-       "      <td>170</td>\n",
-       "      <td>19</td>\n",
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-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>200</th>\n",
-       "      <td>5038</td>\n",
-       "      <td>2023-12-12 08:10:28</td>\n",
-       "      <td>170</td>\n",
-       "      <td>19</td>\n",
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-       "    <tr>\n",
-       "      <th>201</th>\n",
-       "      <td>5038</td>\n",
-       "      <td>2023-12-12 08:13:18</td>\n",
-       "      <td>170</td>\n",
-       "      <td>19</td>\n",
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-       "    <tr>\n",
-       "      <th>202</th>\n",
-       "      <td>5038</td>\n",
-       "      <td>2023-12-12 09:01:28</td>\n",
-       "      <td>170</td>\n",
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-       "      <td>True</td>\n",
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-       "    <tr>\n",
-       "      <th>203</th>\n",
-       "      <td>5038</td>\n",
-       "      <td>2023-12-12 09:04:18</td>\n",
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-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>204</th>\n",
-       "      <td>5038</td>\n",
-       "      <td>2023-12-12 09:07:09</td>\n",
-       "      <td>171</td>\n",
-       "      <td>20</td>\n",
-       "      <td>27</td>\n",
-       "      <td>74</td>\n",
-       "      <td>50</td>\n",
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-       "      <td>0</td>\n",
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-       "      <td>0</td>\n",
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-       "      <td>171.0</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>205</th>\n",
-       "      <td>5038</td>\n",
-       "      <td>2023-12-12 09:09:58</td>\n",
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-       "      <td>19</td>\n",
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-       "      <td>0</td>\n",
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-       "      <td>169.0</td>\n",
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-       "  </tbody>\n",
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-       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "199     5038 2023-12-12 08:07:38   170    19       26       74       50   \n",
-       "200     5038 2023-12-12 08:10:28   170    19       26       74       50   \n",
-       "201     5038 2023-12-12 08:13:18   170    19       26       74       50   \n",
-       "202     5038 2023-12-12 09:01:28   170    19       26       74       50   \n",
-       "203     5038 2023-12-12 09:04:18   170    18       26       74       50   \n",
-       "204     5038 2023-12-12 09:07:09   171    20       27       74       50   \n",
-       "205     5038 2023-12-12 09:09:58   169    19       26       74       49   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "199       20        0        0       26       74       50       20        0   \n",
-       "200       20        0        0       26       74       50       20        0   \n",
-       "201       20        0        0       26       74       50       20        0   \n",
-       "202       20        0        0       26       74       50       20        0   \n",
-       "203       20        0        0       26       74       50       20        0   \n",
-       "204       20        0        0       27       74       50       20        0   \n",
-       "205       20        0        0       26       74       49       20        0   \n",
-       "\n",
-       "     B링6현시시간    시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "199        0   170.0  False   False  True  False  \n",
-       "200        0   170.0  False   False  True  False  \n",
-       "201        0   170.0  False   False  True  False  \n",
-       "202        0  2890.0   True   False  True  False  \n",
-       "203        0   170.0  False   False  True  False  \n",
-       "204        0   171.0  False   False  True  False  \n",
-       "205        0   169.0  False   False  True  False  "
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-       "      <td>2023-12-12 16:48:09</td>\n",
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-       "      <td>2023-12-12 17:04:01</td>\n",
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-       "      <td>True</td>\n",
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-       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "374     5038 2023-12-12 16:42:50   161     9       27       74       40   \n",
-       "375     5038 2023-12-12 16:45:30   160    10       26       74       40   \n",
-       "376     5038 2023-12-12 16:48:09   159     8       26       74       39   \n",
-       "377     5038 2023-12-12 16:55:11   166   110       27       74       45   \n",
-       "378     5038 2023-12-12 16:58:44   213     3       41      105       35   \n",
-       "379     5038 2023-12-12 17:01:30   166    89       27       77       42   \n",
-       "380     5038 2023-12-12 17:04:01   151    60       26       71       34   \n",
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-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "382     5039 2023-12-12 18:10:46   181   106       45      136        0   \n",
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-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "382        0        0        0       45      136        0        0        0   \n",
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-       "389        0        0        0       45      135        0        0        0   \n",
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-       "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "382        0  182.0  False   False  True  False  \n",
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-       "670     5039 2023-12-13 06:58:04   170    94       45      125        0   \n",
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-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "      <th>384</th>\n",
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-       "      <th>389</th>\n",
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-       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "381     5040 2023-12-12 18:10:58   180   119       41       77       22   \n",
-       "382     5040 2023-12-12 18:13:58   180   119       41       77       22   \n",
-       "383     5040 2023-12-12 18:16:58   180   119       41       77       22   \n",
-       "384     5040 2023-12-12 18:21:09   251    10       41      148       22   \n",
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-       "387     5040 2023-12-12 18:31:59   180   119       41       77       22   \n",
-       "388     5040 2023-12-12 18:34:59   180   120       41       77       22   \n",
-       "389     5040 2023-12-12 18:37:58   179   119       41       77       21   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "381       40        0        0       41       77       22       40        0   \n",
-       "382       40        0        0       41       77       22       40        0   \n",
-       "383       40        0        0       41       77       22       40        0   \n",
-       "384       40        0        0       41      148       22       40        0   \n",
-       "385       67        0        0       69       60       43       67        0   \n",
-       "386       51        0        0       53       99       28       51        0   \n",
-       "387       40        0        0       41       77       22       40        0   \n",
-       "388       40        0        0       41       77       22       40        0   \n",
-       "389       40        0        0       41       77       21       40        0   \n",
-       "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "381        0  180.0  False   False  True  False  \n",
-       "382        0  180.0  False   False  True  False  \n",
-       "383        0  180.0  False   False  True  False  \n",
-       "384        0  251.0   True   False  True  False  \n",
-       "385        0  239.0   True   False  True  False  \n",
-       "386        0  231.0   True   False  True  False  \n",
-       "387        0  180.0  False   False  True  False  \n",
-       "388        0  180.0  False   False  True  False  \n",
-       "389        0  179.0  False   False  True  False  "
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-       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "669     5040 2023-12-13 06:58:18   170   109       41       72       17   \n",
-       "670     5040 2023-12-13 07:01:08   170   109       41       72       17   \n",
-       "671     5040 2023-12-13 07:03:59   170    59       41       72       17   \n",
-       "672     5040 2023-12-13 07:07:58   239   118       55      110       21   \n",
-       "673     5040 2023-12-13 07:10:58   181   119       42       83       16   \n",
-       "674     5040 2023-12-13 07:13:58   180   119       41       83       16   \n",
-       "675     5040 2023-12-13 07:16:59   180   119       41       83       16   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "669       40        0        0       41       72       17       40        0   \n",
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-       "671       40        0        0       41       72       17       40        0   \n",
-       "672       53        0        0       55      110       21       53        0   \n",
-       "673       40        0        0       42       83       16       40        0   \n",
-       "674       40        0        0       41       83       16       40        0   \n",
-       "675       40        0        0       41       83       16       40        0   \n",
-       "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "669        0  170.0  False   False  True  False  \n",
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-       "672        0  239.0   True    True  True  False  \n",
-       "673        0  180.0  False    True  True  False  \n",
-       "674        0  180.0  False    True  True   True  \n",
-       "675        0  181.0  False    True  True  False  "
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-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "671     5041 2023-12-13 06:58:14   170   104       46      103       11   \n",
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-       "674     5041 2023-12-13 07:07:44   231   105       46      156       19   \n",
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-       "677     5041 2023-12-13 07:16:54   181   114       46      114       11   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "671       10        0        0       46      103       11       10        0   \n",
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-       "677       10        0        0       46      114       11       10        0   \n",
-       "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "671        0  170.0  False   False  True  False  \n",
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-       "675        0  187.0  False    True  True  False  \n",
-       "676        0  181.0  False    True  True  False  \n",
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-       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "829     5041 2023-12-13 14:34:24   170   104       46      103       11   \n",
-       "830     5041 2023-12-13 14:37:14   170   104       46      103       11   \n",
-       "831     5041 2023-12-13 14:40:04   170   104       46      103       11   \n",
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-       "834     5041 2023-12-13 16:07:55   170   104       46      103       11   \n",
-       "835     5041 2023-12-13 16:10:45   170   104       46      103       11   \n",
-       "836     5041 2023-12-13 16:13:35   170   104       46      103       11   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "829       10        0        0       46      103       11       10        0   \n",
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-       "835       10        0        0       46      103       11       10        0   \n",
-       "836       10        0        0       46      103       11       10        0   \n",
-       "\n",
-       "     B링6현시시간    시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "381       22       13        8       36       72       29       22       13   \n",
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-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "1817     5042 2023-12-15 13:15:01   170   101       35       65       29   \n",
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-       "1822     5042 2023-12-15 13:32:01   170   101       35       65       29   \n",
-       "1823     5042 2023-12-15 13:34:51   170   101       35       65       29   \n",
-       "\n",
-       "      A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "1817       20       13        8       35       65       29       20       13   \n",
-       "1818       20       13        8       35       65       29       20       13   \n",
-       "1819       20       13        8       35       65       29       20       13   \n",
-       "1820       20       13        8       35       65       29       20       13   \n",
-       "1821       20       13        8       35       65       29       20       13   \n",
-       "1822       20       13        8       35       65       29       20       13   \n",
-       "1823       20       13        8       35       65       29       20       13   \n",
-       "\n",
-       "      B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "1817        8  170.0  False   False  True  False  \n",
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-       "1820        8  340.0   True   False  True  False  \n",
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-       "1822        8  170.0  False   False  True  False  \n",
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-       "169     5043 2023-12-12 07:13:38   180    98       42       79        8   \n",
-       "170     5043 2023-12-12 07:16:38   180    98       42       79        8   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "164       11       40        0       41       70        8       11       40   \n",
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-       "169       11       40        0       42       79        8       11       40   \n",
-       "170       11       40        0       42       79        8       11       40   \n",
-       "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "      <th>B링1현시시간</th>\n",
-       "      <th>B링2현시시간</th>\n",
-       "      <th>B링3현시시간</th>\n",
-       "      <th>B링4현시시간</th>\n",
-       "      <th>B링5현시시간</th>\n",
-       "      <th>B링6현시시간</th>\n",
-       "      <th>시간차이</th>\n",
-       "      <th>결측여부</th>\n",
-       "      <th>전이시간여부</th>\n",
-       "      <th>주기일치</th>\n",
-       "      <th>이상치존재</th>\n",
-       "    </tr>\n",
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-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>187</th>\n",
-       "      <td>5043</td>\n",
-       "      <td>2023-12-12 08:07:38</td>\n",
-       "      <td>180</td>\n",
-       "      <td>98</td>\n",
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-       "      <th>188</th>\n",
-       "      <td>5043</td>\n",
-       "      <td>2023-12-12 08:10:38</td>\n",
-       "      <td>180</td>\n",
-       "      <td>98</td>\n",
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-       "    <tr>\n",
-       "      <th>189</th>\n",
-       "      <td>5043</td>\n",
-       "      <td>2023-12-12 08:13:38</td>\n",
-       "      <td>180</td>\n",
-       "      <td>99</td>\n",
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-       "      <td>79</td>\n",
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-       "    <tr>\n",
-       "      <th>190</th>\n",
-       "      <td>5043</td>\n",
-       "      <td>2023-12-12 09:01:37</td>\n",
-       "      <td>180</td>\n",
-       "      <td>98</td>\n",
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-       "      <td>42</td>\n",
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-       "      <td>2879.0</td>\n",
-       "      <td>True</td>\n",
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-       "      <td>True</td>\n",
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-       "      <th>191</th>\n",
-       "      <td>5043</td>\n",
-       "      <td>2023-12-12 09:04:37</td>\n",
-       "      <td>180</td>\n",
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-       "      <td>True</td>\n",
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-       "    <tr>\n",
-       "      <th>192</th>\n",
-       "      <td>5043</td>\n",
-       "      <td>2023-12-12 09:07:37</td>\n",
-       "      <td>180</td>\n",
-       "      <td>98</td>\n",
-       "      <td>42</td>\n",
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-       "      <td>42</td>\n",
-       "      <td>79</td>\n",
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-       "      <td>180.0</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>193</th>\n",
-       "      <td>5043</td>\n",
-       "      <td>2023-12-12 09:10:38</td>\n",
-       "      <td>180</td>\n",
-       "      <td>98</td>\n",
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-       "      <td>40</td>\n",
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-       "      <td>181.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
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-       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "187     5043 2023-12-12 08:07:38   180    98       42       79        8   \n",
-       "188     5043 2023-12-12 08:10:38   180    98       42       79        8   \n",
-       "189     5043 2023-12-12 08:13:38   180    99       42       79        8   \n",
-       "190     5043 2023-12-12 09:01:37   180    98       42       79        8   \n",
-       "191     5043 2023-12-12 09:04:37   180    98       42       79        8   \n",
-       "192     5043 2023-12-12 09:07:37   180    98       42       79        8   \n",
-       "193     5043 2023-12-12 09:10:38   180    98       42       79        8   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "187       11       40        0       42       79        8       11       40   \n",
-       "188       11       40        0       42       79        8       11       40   \n",
-       "189       11       40        0       42       79        8       11       40   \n",
-       "190       11       40        0       42       79        8       11       40   \n",
-       "191       11       40        0       42       79        8       11       40   \n",
-       "192       11       40        0       42       79        8       11       40   \n",
-       "193       11       40        0       42       79        8       11       40   \n",
-       "\n",
-       "     B링6현시시간    시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "187        0   180.0  False   False  True  False  \n",
-       "188        0   180.0  False   False  True  False  \n",
-       "189        0   180.0  False   False  True  False  \n",
-       "190        0  2879.0   True   False  True  False  \n",
-       "191        0   180.0  False   False  True  False  \n",
-       "192        0   180.0  False   False  True  False  \n",
-       "193        0   181.0  False   False  True  False  "
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-       "      <td>2023-12-13 07:03:39</td>\n",
-       "      <td>170</td>\n",
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-       "      <td>2023-12-13 07:10:38</td>\n",
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-       "      <td>2023-12-13 07:13:38</td>\n",
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-       "      <td>2023-12-13 07:16:38</td>\n",
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-       "      <td>40</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
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-       "    </tr>\n",
-       "  </tbody>\n",
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-       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "671     5043 2023-12-13 06:57:59   170    89       41       70        8   \n",
-       "672     5043 2023-12-13 07:00:49   170    89       41       70        8   \n",
-       "673     5043 2023-12-13 07:03:39   170    39       41       70        8   \n",
-       "674     5043 2023-12-13 07:07:38   239    98       57      106       12   \n",
-       "675     5043 2023-12-13 07:10:38   180    98       42       79        8   \n",
-       "676     5043 2023-12-13 07:13:38   180    98       42       79        8   \n",
-       "677     5043 2023-12-13 07:16:38   180    98       42       79        8   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "671       11       40        0       41       70        8       11       40   \n",
-       "672       11       40        0       41       70        8       11       40   \n",
-       "673       11       40        0       41       70        8       11       40   \n",
-       "674       11       53        0       57      106       12       11       53   \n",
-       "675       11       40        0       42       79        8       11       40   \n",
-       "676       11       40        0       42       79        8       11       40   \n",
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-       "\n",
-       "      A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "      B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "\n",
-       "      A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "164       19       19       16       40       59       17       19       19   \n",
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-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "671     5044 2023-12-13 06:58:20   170   110       40       59       17   \n",
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-       "674     5044 2023-12-13 07:07:55   235   115       54       82       27   \n",
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-       "677     5044 2023-12-13 07:16:59   180   120       40       62       20   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "671       19       19       16       40       59       17       19       19   \n",
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-       "675       21       22       16       41       64       21       21       22   \n",
-       "676       20       21       16       40       62       20       20       21   \n",
-       "677       20       22       16       40       62       20       20       22   \n",
-       "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "828     5044 2023-12-13 14:31:40   170   110       40       62       17   \n",
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-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "828       19       16       16       40       62       17       19       16   \n",
-       "829       19       16       16       40       62       17       19       16   \n",
-       "830       19       16       16       40       62       17       19       16   \n",
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-       "834       19       16       16       40       62       17       19       16   \n",
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-       "\n",
-       "     B링6현시시간    시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "904     5044 2023-12-13 19:38:00   180   120       40       66       20   \n",
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-       "910     5044 2023-12-13 20:02:00   180   120       40       66       20   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "904       20       18       16       40       66       20       20       18   \n",
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-       "909       20       18       16       40       66       20       20       18   \n",
-       "910       20       18       16       40       66       20       20       18   \n",
-       "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "904       16  180.0  False   False  True  False  \n",
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-       "1162     5044 2023-12-14 06:58:20   170   110       40       59       17   \n",
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-       "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "      <th>시간차이</th>\n",
-       "      <th>결측여부</th>\n",
-       "      <th>전이시간여부</th>\n",
-       "      <th>주기일치</th>\n",
-       "      <th>이상치존재</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
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-       "    <tr>\n",
-       "      <th>182</th>\n",
-       "      <td>5045</td>\n",
-       "      <td>2023-12-12 09:24:43</td>\n",
-       "      <td>220</td>\n",
-       "      <td>3</td>\n",
-       "      <td>38</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>25</td>\n",
-       "      <td>121</td>\n",
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-       "      <td>220.0</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>183</th>\n",
-       "      <td>5045</td>\n",
-       "      <td>2023-12-12 09:28:23</td>\n",
-       "      <td>220</td>\n",
-       "      <td>3</td>\n",
-       "      <td>38</td>\n",
-       "      <td>108</td>\n",
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-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>184</th>\n",
-       "      <td>5045</td>\n",
-       "      <td>2023-12-12 09:32:03</td>\n",
-       "      <td>220</td>\n",
-       "      <td>3</td>\n",
-       "      <td>38</td>\n",
-       "      <td>108</td>\n",
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-       "    <tr>\n",
-       "      <th>185</th>\n",
-       "      <td>5045</td>\n",
-       "      <td>2023-12-12 09:35:54</td>\n",
-       "      <td>231</td>\n",
-       "      <td>175</td>\n",
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-       "      <td>104</td>\n",
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-       "      <td>231.0</td>\n",
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-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>186</th>\n",
-       "      <td>5045</td>\n",
-       "      <td>2023-12-12 09:38:54</td>\n",
-       "      <td>180</td>\n",
-       "      <td>174</td>\n",
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-       "    <tr>\n",
-       "      <th>187</th>\n",
-       "      <td>5045</td>\n",
-       "      <td>2023-12-12 09:41:54</td>\n",
-       "      <td>180</td>\n",
-       "      <td>174</td>\n",
-       "      <td>27</td>\n",
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-       "      <td>36</td>\n",
-       "      <td>36</td>\n",
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-       "      <td>180.0</td>\n",
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-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>188</th>\n",
-       "      <td>5045</td>\n",
-       "      <td>2023-12-12 09:44:54</td>\n",
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-       "      <td>174</td>\n",
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-       "      <td>180.0</td>\n",
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-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
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-       "  </tbody>\n",
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-       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "182     5045 2023-12-12 09:24:43   220     3       38      108       36   \n",
-       "183     5045 2023-12-12 09:28:23   220     3       38      108       36   \n",
-       "184     5045 2023-12-12 09:32:03   220     3       38      108       36   \n",
-       "185     5045 2023-12-12 09:35:54   231   175       35      104       46   \n",
-       "186     5045 2023-12-12 09:38:54   180   174       27       81       36   \n",
-       "187     5045 2023-12-12 09:41:54   180   174       27       81       36   \n",
-       "188     5045 2023-12-12 09:44:54   180   174       27       81       36   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "182       38        0        0       25      121       36       38        0   \n",
-       "183       38        0        0       25      121       36       38        0   \n",
-       "184       38        0        0       25      121       36       38        0   \n",
-       "185       46        0        0       35      104       46       46        0   \n",
-       "186       36        0        0       27       81       36       36        0   \n",
-       "187       36        0        0       27       81       36       36        0   \n",
-       "188       36        0        0       27       81       36       36        0   \n",
-       "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "182        0  220.0  False   False  True  False  \n",
-       "183        0  220.0  False   False  True  False  \n",
-       "184        0  220.0  False    True  True  False  \n",
-       "185        0  231.0   True    True  True  False  \n",
-       "186        0  180.0  False    True  True  False  \n",
-       "187        0  180.0  False    True  True  False  \n",
-       "188        0  180.0  False    True  True  False  "
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-       "      <td>2023-12-12 12:26:54</td>\n",
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-       "      <th>243</th>\n",
-       "      <td>5045</td>\n",
-       "      <td>2023-12-12 12:29:54</td>\n",
-       "      <td>180</td>\n",
-       "      <td>174</td>\n",
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-       "      <th>244</th>\n",
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-       "      <td>2023-12-12 12:34:28</td>\n",
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-       "      <th>245</th>\n",
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-       "      <td>2023-12-12 12:38:27</td>\n",
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-       "      <th>246</th>\n",
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-       "      <td>2023-12-12 12:41:54</td>\n",
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-       "      <th>247</th>\n",
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-       "      <td>2023-12-12 12:44:54</td>\n",
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-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>248</th>\n",
-       "      <td>5045</td>\n",
-       "      <td>2023-12-12 12:47:54</td>\n",
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-       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "241     5045 2023-12-12 12:23:54   180   174       27       81       36   \n",
-       "242     5045 2023-12-12 12:26:54   180   174       27       81       36   \n",
-       "243     5045 2023-12-12 12:29:54   180   174       27       81       36   \n",
-       "244     5045 2023-12-12 12:34:28   180    88       27       81       36   \n",
-       "245     5045 2023-12-12 12:38:27   239   147       35      108       48   \n",
-       "246     5045 2023-12-12 12:41:54   207   174       32       93       41   \n",
-       "247     5045 2023-12-12 12:44:54   180   174       27       81       36   \n",
-       "248     5045 2023-12-12 12:47:54   180   174       27       81       36   \n",
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-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "      <th>B링1현시시간</th>\n",
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-       "      <th>시간차이</th>\n",
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-       "      <th>857</th>\n",
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-       "      <td>2023-12-13 20:24:56</td>\n",
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-       "      <td>2023-12-13 20:28:06</td>\n",
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-       "      <th>859</th>\n",
-       "      <td>5045</td>\n",
-       "      <td>2023-12-13 20:31:16</td>\n",
-       "      <td>190</td>\n",
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-       "      <th>861</th>\n",
-       "      <td>5045</td>\n",
-       "      <td>2023-12-13 20:38:54</td>\n",
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-       "      <th>862</th>\n",
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-       "      <th>863</th>\n",
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-       "      <td>True</td>\n",
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-       "  </tbody>\n",
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-       "</div>"
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-       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "857     5045 2023-12-13 20:24:56   190   157       30       86       38   \n",
-       "858     5045 2023-12-13 20:28:06   190   157       30       86       38   \n",
-       "859     5045 2023-12-13 20:31:16   190    77       30       86       38   \n",
-       "860     5045 2023-12-13 20:35:15   239   136       35      108       48   \n",
-       "861     5045 2023-12-13 20:38:54   219   175       32       99       44   \n",
-       "862     5045 2023-12-13 20:41:54   180   175       27       81       36   \n",
-       "863     5045 2023-12-13 20:44:54   180   175       27       81       36   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "857       36        0        0       30       86       38       36        0   \n",
-       "858       36        0        0       30       86       38       36        0   \n",
-       "859       36        0        0       30       86       38       36        0   \n",
-       "860       48        0        0       35      108       48       48        0   \n",
-       "861       44        0        0       32       99       44       44        0   \n",
-       "862       36        0        0       27       81       36       36        0   \n",
-       "863       36        0        0       27       81       36       36        0   \n",
-       "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "857        0  190.0  False   False  True  False  \n",
-       "858        0  190.0  False   False  True  False  \n",
-       "859        0  190.0  False    True  True  False  \n",
-       "860        0  239.0   True    True  True  False  \n",
-       "861        0  219.0  False    True  True  False  \n",
-       "862        0  180.0  False    True  True   True  \n",
-       "863        0  180.0  False    True  True   True  "
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-       "      <td>2023-12-14 05:30:49</td>\n",
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-       "\n",
-       "      A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "\n",
-       "      B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "1573     5045 2023-12-15 06:50:43   220     4       38      108       36   \n",
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-       "1579     5045 2023-12-15 07:13:21   220    42       38      108       36   \n",
-       "\n",
-       "      A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "1579       38        0        0       25      121       36       38        0   \n",
-       "\n",
-       "      B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "\n",
-       "      A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "\n",
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-       "      <th>B링6현시시간</th>\n",
-       "      <th>시간차이</th>\n",
-       "      <th>결측여부</th>\n",
-       "      <th>전이시간여부</th>\n",
-       "      <th>주기일치</th>\n",
-       "      <th>이상치존재</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>139</th>\n",
-       "      <td>5046</td>\n",
-       "      <td>2023-12-12 05:56:45</td>\n",
-       "      <td>180</td>\n",
-       "      <td>165</td>\n",
-       "      <td>27</td>\n",
-       "      <td>69</td>\n",
-       "      <td>42</td>\n",
-       "      <td>42</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>27</td>\n",
-       "      <td>69</td>\n",
-       "      <td>42</td>\n",
-       "      <td>42</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>140</th>\n",
-       "      <td>5046</td>\n",
-       "      <td>2023-12-12 05:59:45</td>\n",
-       "      <td>180</td>\n",
-       "      <td>166</td>\n",
-       "      <td>27</td>\n",
-       "      <td>69</td>\n",
-       "      <td>42</td>\n",
-       "      <td>42</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>27</td>\n",
-       "      <td>69</td>\n",
-       "      <td>42</td>\n",
-       "      <td>42</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>141</th>\n",
-       "      <td>5046</td>\n",
-       "      <td>2023-12-12 06:02:46</td>\n",
-       "      <td>180</td>\n",
-       "      <td>206</td>\n",
-       "      <td>27</td>\n",
-       "      <td>69</td>\n",
-       "      <td>42</td>\n",
-       "      <td>42</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>27</td>\n",
-       "      <td>69</td>\n",
-       "      <td>42</td>\n",
-       "      <td>42</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>181.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>142</th>\n",
-       "      <td>5046</td>\n",
-       "      <td>2023-12-12 06:06:56</td>\n",
-       "      <td>251</td>\n",
-       "      <td>17</td>\n",
-       "      <td>45</td>\n",
-       "      <td>110</td>\n",
-       "      <td>48</td>\n",
-       "      <td>48</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>45</td>\n",
-       "      <td>110</td>\n",
-       "      <td>48</td>\n",
-       "      <td>48</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>250.0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>143</th>\n",
-       "      <td>5046</td>\n",
-       "      <td>2023-12-12 06:10:37</td>\n",
-       "      <td>220</td>\n",
-       "      <td>17</td>\n",
-       "      <td>40</td>\n",
-       "      <td>96</td>\n",
-       "      <td>42</td>\n",
-       "      <td>42</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>40</td>\n",
-       "      <td>96</td>\n",
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-       "      <td>42</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>221.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>144</th>\n",
-       "      <td>5046</td>\n",
-       "      <td>2023-12-12 06:14:17</td>\n",
-       "      <td>220</td>\n",
-       "      <td>17</td>\n",
-       "      <td>40</td>\n",
-       "      <td>96</td>\n",
-       "      <td>42</td>\n",
-       "      <td>42</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>40</td>\n",
-       "      <td>96</td>\n",
-       "      <td>42</td>\n",
-       "      <td>42</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>220.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>145</th>\n",
-       "      <td>5046</td>\n",
-       "      <td>2023-12-12 06:17:57</td>\n",
-       "      <td>220</td>\n",
-       "      <td>18</td>\n",
-       "      <td>40</td>\n",
-       "      <td>96</td>\n",
-       "      <td>42</td>\n",
-       "      <td>42</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>40</td>\n",
-       "      <td>96</td>\n",
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-       "      <td>42</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>220.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
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-       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "139     5046 2023-12-12 05:56:45   180   165       27       69       42   \n",
-       "140     5046 2023-12-12 05:59:45   180   166       27       69       42   \n",
-       "141     5046 2023-12-12 06:02:46   180   206       27       69       42   \n",
-       "142     5046 2023-12-12 06:06:56   251    17       45      110       48   \n",
-       "143     5046 2023-12-12 06:10:37   220    17       40       96       42   \n",
-       "144     5046 2023-12-12 06:14:17   220    17       40       96       42   \n",
-       "145     5046 2023-12-12 06:17:57   220    18       40       96       42   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "139       42        0        0       27       69       42       42        0   \n",
-       "140       42        0        0       27       69       42       42        0   \n",
-       "141       42        0        0       27       69       42       42        0   \n",
-       "142       48        0        0       45      110       48       48        0   \n",
-       "143       42        0        0       40       96       42       42        0   \n",
-       "144       42        0        0       40       96       42       42        0   \n",
-       "145       42        0        0       40       96       42       42        0   \n",
-       "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "139        0  180.0  False   False  True  False  \n",
-       "140        0  180.0  False   False  True  False  \n",
-       "141        0  181.0  False    True  True  False  \n",
-       "142        0  250.0   True    True  True   True  \n",
-       "143        0  221.0  False    True  True  False  \n",
-       "144        0  220.0  False    True  True  False  \n",
-       "145        0  220.0  False    True  True  False  "
-      ]
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-      "12.0\n",
-      "{(5, 0): 160, (5, 30): 180, (6, 0): 220, (9, 30): 180, (17, 0): 190, (20, 30): 180, (21, 30): 170, (22, 30): 160, (23, 30): 150}\n"
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-       "      <th></th>\n",
-       "      <th>현장교차로ID</th>\n",
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-       "      <th>174</th>\n",
-       "      <td>5046</td>\n",
-       "      <td>2023-12-12 08:04:17</td>\n",
-       "      <td>220</td>\n",
-       "      <td>17</td>\n",
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-       "      <th>175</th>\n",
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-       "      <td>2023-12-12 08:07:57</td>\n",
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-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>176</th>\n",
-       "      <td>5046</td>\n",
-       "      <td>2023-12-12 08:11:37</td>\n",
-       "      <td>221</td>\n",
-       "      <td>18</td>\n",
-       "      <td>40</td>\n",
-       "      <td>96</td>\n",
-       "      <td>42</td>\n",
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-       "      <td>0</td>\n",
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-       "      <th>177</th>\n",
-       "      <td>5046</td>\n",
-       "      <td>2023-12-12 09:02:58</td>\n",
-       "      <td>220</td>\n",
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-       "      <td>42</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>3081.0</td>\n",
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-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "      <th>178</th>\n",
-       "      <td>5046</td>\n",
-       "      <td>2023-12-12 09:06:38</td>\n",
-       "      <td>221</td>\n",
-       "      <td>19</td>\n",
-       "      <td>40</td>\n",
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-       "    <tr>\n",
-       "      <th>179</th>\n",
-       "      <td>5046</td>\n",
-       "      <td>2023-12-12 09:10:17</td>\n",
-       "      <td>218</td>\n",
-       "      <td>17</td>\n",
-       "      <td>38</td>\n",
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-       "      <td>42</td>\n",
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-       "      <td>0</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>219.0</td>\n",
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-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
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-       "    <tr>\n",
-       "      <th>180</th>\n",
-       "      <td>5046</td>\n",
-       "      <td>2023-12-12 09:13:57</td>\n",
-       "      <td>220</td>\n",
-       "      <td>17</td>\n",
-       "      <td>40</td>\n",
-       "      <td>96</td>\n",
-       "      <td>42</td>\n",
-       "      <td>42</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>40</td>\n",
-       "      <td>96</td>\n",
-       "      <td>42</td>\n",
-       "      <td>42</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>220.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
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-       "</div>"
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-       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "174     5046 2023-12-12 08:04:17   220    17       40       96       42   \n",
-       "175     5046 2023-12-12 08:07:57   220    18       40       96       42   \n",
-       "176     5046 2023-12-12 08:11:37   221    18       40       96       42   \n",
-       "177     5046 2023-12-12 09:02:58   220    19       40       96       42   \n",
-       "178     5046 2023-12-12 09:06:38   221    19       40       96       43   \n",
-       "179     5046 2023-12-12 09:10:17   218    17       38       95       42   \n",
-       "180     5046 2023-12-12 09:13:57   220    17       40       96       42   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "174       42        0        0       40       96       42       42        0   \n",
-       "175       42        0        0       40       96       42       42        0   \n",
-       "176       43        0        0       40       96       42       43        0   \n",
-       "177       42        0        0       40       96       42       42        0   \n",
-       "178       42        0        0       40       96       43       42        0   \n",
-       "179       43        0        0       38       95       42       43        0   \n",
-       "180       42        0        0       40       96       42       42        0   \n",
-       "\n",
-       "     B링6현시시간    시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "174        0   220.0  False   False  True  False  \n",
-       "175        0   220.0  False   False  True  False  \n",
-       "176        0   220.0  False   False  True  False  \n",
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-       "1777     5046 2023-12-15 16:53:44   180   164       30       66       42   \n",
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-       "      A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "      B링6현시시간     시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
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-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "     B링6현시시간    시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "      <td>5047</td>\n",
-       "      <td>2023-12-12 20:28:05</td>\n",
-       "      <td>190</td>\n",
-       "      <td>155</td>\n",
-       "      <td>35</td>\n",
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-       "      <td>True</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>400</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-12 20:31:15</td>\n",
-       "      <td>190</td>\n",
-       "      <td>155</td>\n",
-       "      <td>35</td>\n",
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-       "    <tr>\n",
-       "      <th>401</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-12 20:34:25</td>\n",
-       "      <td>190</td>\n",
-       "      <td>85</td>\n",
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-       "    <tr>\n",
-       "      <th>402</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-12 20:38:24</td>\n",
-       "      <td>239</td>\n",
-       "      <td>144</td>\n",
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-       "    <tr>\n",
-       "      <th>403</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-12 20:41:50</td>\n",
-       "      <td>206</td>\n",
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-       "      <td>40</td>\n",
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-       "    <tr>\n",
-       "      <th>404</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-12 20:44:50</td>\n",
-       "      <td>180</td>\n",
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-       "      <th>405</th>\n",
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-       "      <td>2023-12-12 20:47:50</td>\n",
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-       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "399     5047 2023-12-12 20:28:05   190   155       35       85       26   \n",
-       "400     5047 2023-12-12 20:31:15   190   155       35       85       26   \n",
-       "401     5047 2023-12-12 20:34:25   190    85       35       85       26   \n",
-       "402     5047 2023-12-12 20:38:24   239   144       46      100       35   \n",
-       "403     5047 2023-12-12 20:41:50   206   170       40       86       30   \n",
-       "404     5047 2023-12-12 20:44:50   180   170       35       75       26   \n",
-       "405     5047 2023-12-12 20:47:50   180   170       35       75       26   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "399       44        0        0       35       85       26       44        0   \n",
-       "400       44        0        0       35       85       26       44        0   \n",
-       "401       44        0        0       35       85       26       44        0   \n",
-       "402       58        0        0       46      100       35       58        0   \n",
-       "403       50        0        0       40       86       30       50        0   \n",
-       "404       44        0        0       35       75       26       44        0   \n",
-       "405       44        0        0       35       75       26       44        0   \n",
-       "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "399        0  190.0  False   False  True  False  \n",
-       "400        0  190.0  False    True  True  False  \n",
-       "401        0  190.0  False    True  True  False  \n",
-       "402        0  239.0   True    True  True  False  \n",
-       "403        0  206.0  False    True  True   True  \n",
-       "404        0  180.0  False    True  True   True  \n",
-       "405        0  180.0  False    True  True  False  "
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-       "      <td>181.0</td>\n",
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-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>616</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-13 06:05:49</td>\n",
-       "      <td>180</td>\n",
-       "      <td>170</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
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-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>617</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-13 06:10:00</td>\n",
-       "      <td>250</td>\n",
-       "      <td>200</td>\n",
-       "      <td>68</td>\n",
-       "      <td>109</td>\n",
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-       "      <td>50</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>251.0</td>\n",
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-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
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-       "    <tr>\n",
-       "      <th>618</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-13 06:14:09</td>\n",
-       "      <td>250</td>\n",
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-       "      <td>249.0</td>\n",
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-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>619</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-13 06:17:50</td>\n",
-       "      <td>220</td>\n",
-       "      <td>10</td>\n",
-       "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
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-       "      <td>0</td>\n",
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-       "      <td>221.0</td>\n",
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-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
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-       "    <tr>\n",
-       "      <th>620</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-13 06:21:30</td>\n",
-       "      <td>220</td>\n",
-       "      <td>10</td>\n",
-       "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>220.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>621</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-13 06:25:09</td>\n",
-       "      <td>220</td>\n",
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-       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "614     5047 2023-12-13 05:59:49   180   170       35       75       26   \n",
-       "615     5047 2023-12-13 06:02:50   180   170       35       75       26   \n",
-       "616     5047 2023-12-13 06:05:49   180   170       35       75       26   \n",
-       "617     5047 2023-12-13 06:10:00   250   200       68      109       23   \n",
-       "618     5047 2023-12-13 06:14:09   250    10       68      109       23   \n",
-       "619     5047 2023-12-13 06:17:50   220    10       60       96       20   \n",
-       "620     5047 2023-12-13 06:21:30   220    10       60       96       20   \n",
-       "621     5047 2023-12-13 06:25:09   220    10       60       96       20   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "614       44        0        0       35       75       26       44        0   \n",
-       "615       44        0        0       35       75       26       44        0   \n",
-       "616       44        0        0       35       75       26       44        0   \n",
-       "617       50        0        0       68      109       23       50        0   \n",
-       "618       50        0        0       68      109       23       50        0   \n",
-       "619       44        0        0       60       96       20       44        0   \n",
-       "620       44        0        0       60       96       20       44        0   \n",
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-       "      <td>2023-12-13 12:23:50</td>\n",
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-       "721     5047 2023-12-13 11:59:49   180   170       35       75       26   \n",
-       "722     5047 2023-12-13 12:02:50   180   170       35       75       26   \n",
-       "723     5047 2023-12-13 12:05:50   180   170       35       75       26   \n",
-       "724     5047 2023-12-13 12:11:13    50   133        0        0        0   \n",
-       "725     5047 2023-12-13 12:13:19   126    79       25       37       20   \n",
-       "726     5047 2023-12-13 12:17:18   239   138       46      100       35   \n",
-       "727     5047 2023-12-13 12:20:50   212   170       41       89       30   \n",
-       "728     5047 2023-12-13 12:23:50   180   170       35       75       26   \n",
-       "729     5047 2023-12-13 12:26:50   180   170       35       75       26   \n",
-       "\n",
-       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "721       44        0        0       35       75       26       44        0   \n",
-       "722       44        0        0       35       75       26       44        0   \n",
-       "723       44        0        0       35       75       26       44        0   \n",
-       "724       50        0        0        0        0        0       50        0   \n",
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-       "726       58        0        0       46      100       35       58        0   \n",
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-       "728       44        0        0       35       75       26       44        0   \n",
-       "729       44        0        0       35       75       26       44        0   \n",
-       "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
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-       "724        0  323.0   True   False  True  False  \n",
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-       "728        0  180.0  False   False  True   True  \n",
-       "729        0  180.0  False   False  True  False  "
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-       "      <th></th>\n",
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-       "      <td>5047</td>\n",
-       "      <td>2023-12-13 14:38:50</td>\n",
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-       "      <td>170</td>\n",
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-       "      <td>5047</td>\n",
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-       "      <td>180</td>\n",
-       "      <td>170</td>\n",
-       "      <td>35</td>\n",
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-       "      <td>0</td>\n",
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-       "      <td>True</td>\n",
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-       "    <tr>\n",
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-       "      <td>180</td>\n",
-       "      <td>170</td>\n",
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-       "      <td>True</td>\n",
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-       "      <th>778</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-13 16:14:50</td>\n",
-       "      <td>180</td>\n",
-       "      <td>170</td>\n",
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-       "      <td>75</td>\n",
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-       "      <td>44</td>\n",
+       "      <th>659</th>\n",
+       "      <td>5032</td>\n",
+       "      <td>2023-12-13 05:25:20</td>\n",
+       "      <td>145</td>\n",
+       "      <td>60</td>\n",
+       "      <td>21</td>\n",
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        "      <td>0</td>\n",
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+       "      <td>21</td>\n",
+       "      <td>37</td>\n",
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        "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
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        "      <td>False</td>\n",
        "      <td>True</td>\n",
@@ -32317,34 +3556,31 @@
       ],
       "text/plain": [
        "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "771     5047 2023-12-13 14:32:51   180   170       35       75       26   \n",
-       "772     5047 2023-12-13 14:35:50   180   170       35       75       26   \n",
-       "773     5047 2023-12-13 14:38:50   180   170       35       75       26   \n",
-       "774     5047 2023-12-13 15:59:51   180   170       35       75       26   \n",
-       "775     5047 2023-12-13 16:05:50   179   170       35       74       26   \n",
-       "776     5047 2023-12-13 16:08:50   180   170       35       75       26   \n",
-       "777     5047 2023-12-13 16:11:50   180   170       35       75       26   \n",
-       "778     5047 2023-12-13 16:14:50   180   170       35       75       26   \n",
+       "653     5032 2023-12-13 05:09:01   140    61       20       43       20   \n",
+       "654     5032 2023-12-13 05:11:20   139    60       20       43       20   \n",
+       "655     5032 2023-12-13 05:13:40   141    60       20       43       20   \n",
+       "656     5032 2023-12-13 05:17:53   252    32      132       43       20   \n",
+       "657     5032 2023-12-13 05:19:50   117     9       18       24       19   \n",
+       "658     5032 2023-12-13 05:22:55   186    55       30       60       30   \n",
+       "659     5032 2023-12-13 05:25:20   145    60       21       45       21   \n",
        "\n",
        "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "771       44        0        0       35       75       26       44        0   \n",
-       "772       44        0        0       35       75       26       44        0   \n",
-       "773       44        0        0       35       75       26       44        0   \n",
-       "774       44        0        0       35       75       26       44        0   \n",
-       "775       44        0        0       35       74       26       44        0   \n",
-       "776       44        0        0       35       75       26       44        0   \n",
-       "777       44        0        0       35       75       26       44        0   \n",
-       "778       44        0        0       35       75       26       44        0   \n",
+       "653       37       20        0       20       43       20       37       20   \n",
+       "654       37       19        0       20       43       20       37       19   \n",
+       "655       38       20        0       20       43       20       38       20   \n",
+       "656       37       20        0      132       43       20       37       20   \n",
+       "657       37       19        0       18       24       19       37       19   \n",
+       "658       37       29        0       30       60       30       37       29   \n",
+       "659       37       21        0       21       45       21       37       21   \n",
        "\n",
-       "     B링6현시시간    시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "771        0   181.0  False   False  True  False  \n",
-       "772        0   179.0  False   False  True  False  \n",
-       "773        0   180.0  False   False  True  False  \n",
-       "774        0  4861.0   True   False  True  False  \n",
-       "775        0   359.0   True   False  True  False  \n",
-       "776        0   180.0  False   False  True  False  \n",
-       "777        0   180.0  False   False  True  False  \n",
-       "778        0   180.0  False   False  True  False  "
+       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
+       "653        0  140.0  False   False  True  False  \n",
+       "654        0  139.0  False   False  True  False  \n",
+       "655        0  140.0  False   False  True  False  \n",
+       "656        0  253.0   True   False  True  False  \n",
+       "657        0  117.0  False   False  True  False  \n",
+       "658        0  185.0  False   False  True  False  \n",
+       "659        0  145.0  False   False  True  False  "
       ]
      },
      "metadata": {},
@@ -32354,11 +3590,29 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "6300.0\n",
-      "0.0\n",
-      "{(5, 0): 160, (5, 30): 180, (6, 0): 220, (9, 30): 180, (17, 0): 190, (20, 30): 180, (21, 30): 170, (22, 30): 160, (23, 30): 150}\n"
+      "1119.0\n",
+      "139.0\n",
+      "{(6, 0): 150, (6, 30): 160, (7, 0): 170, (9, 30): 170, (16, 0): 170, (17, 0): 180, (20, 30): 170, (21, 30): 160, (22, 30): 150, (23, 30): 140}\n"
      ]
-    },
+    }
+   ],
+   "source": [
+    "inter_no = 5032\n",
+    "j = 1\n",
+    "cycle = 140\n",
+    "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
+    "    display(infos['missing_dfs'][inter_no][j])\n",
+    "sum_of_durations = infos['missing_dfs'][inter_no][j].시간차이.sum()\n",
+    "print(sum_of_durations)\n",
+    "print(sum_of_durations % cycle)\n",
+    "print(infos['cycles'][inter_no])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "metadata": {},
+   "outputs": [
     {
      "data": {
       "text/html": [
@@ -32405,170 +3659,170 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>858</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-13 20:24:55</td>\n",
-       "      <td>190</td>\n",
-       "      <td>155</td>\n",
-       "      <td>35</td>\n",
-       "      <td>85</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <th>200</th>\n",
+       "      <td>5033</td>\n",
+       "      <td>2023-12-12 08:07:51</td>\n",
+       "      <td>170</td>\n",
+       "      <td>32</td>\n",
+       "      <td>42</td>\n",
+       "      <td>86</td>\n",
+       "      <td>42</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>85</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>0</td>\n",
+       "      <td>42</td>\n",
+       "      <td>86</td>\n",
+       "      <td>42</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>190.0</td>\n",
+       "      <td>170.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>859</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-13 20:28:05</td>\n",
-       "      <td>190</td>\n",
-       "      <td>155</td>\n",
-       "      <td>35</td>\n",
-       "      <td>85</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <th>201</th>\n",
+       "      <td>5033</td>\n",
+       "      <td>2023-12-12 08:10:41</td>\n",
+       "      <td>170</td>\n",
+       "      <td>32</td>\n",
+       "      <td>42</td>\n",
+       "      <td>86</td>\n",
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-       "      <td>35</td>\n",
-       "      <td>85</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>0</td>\n",
+       "      <td>42</td>\n",
+       "      <td>86</td>\n",
+       "      <td>42</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>190.0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>170.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>860</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-13 20:31:15</td>\n",
-       "      <td>190</td>\n",
-       "      <td>75</td>\n",
-       "      <td>35</td>\n",
-       "      <td>85</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <th>202</th>\n",
+       "      <td>5033</td>\n",
+       "      <td>2023-12-12 08:13:32</td>\n",
+       "      <td>170</td>\n",
+       "      <td>32</td>\n",
+       "      <td>42</td>\n",
+       "      <td>86</td>\n",
+       "      <td>42</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>85</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>0</td>\n",
+       "      <td>42</td>\n",
+       "      <td>86</td>\n",
+       "      <td>42</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>190.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>861</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-13 20:35:14</td>\n",
-       "      <td>239</td>\n",
-       "      <td>134</td>\n",
-       "      <td>46</td>\n",
-       "      <td>100</td>\n",
-       "      <td>35</td>\n",
-       "      <td>58</td>\n",
+       "      <th>203</th>\n",
+       "      <td>5033</td>\n",
+       "      <td>2023-12-12 09:01:42</td>\n",
+       "      <td>170</td>\n",
+       "      <td>32</td>\n",
+       "      <td>42</td>\n",
+       "      <td>86</td>\n",
+       "      <td>42</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
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-       "      <td>100</td>\n",
-       "      <td>35</td>\n",
-       "      <td>58</td>\n",
        "      <td>0</td>\n",
+       "      <td>42</td>\n",
+       "      <td>86</td>\n",
+       "      <td>42</td>\n",
        "      <td>0</td>\n",
-       "      <td>239.0</td>\n",
-       "      <td>True</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>2890.0</td>\n",
        "      <td>True</td>\n",
+       "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>862</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-13 20:38:50</td>\n",
-       "      <td>216</td>\n",
+       "      <th>204</th>\n",
+       "      <td>5033</td>\n",
+       "      <td>2023-12-12 09:04:32</td>\n",
        "      <td>170</td>\n",
+       "      <td>32</td>\n",
        "      <td>42</td>\n",
-       "      <td>90</td>\n",
-       "      <td>31</td>\n",
-       "      <td>53</td>\n",
+       "      <td>86</td>\n",
+       "      <td>42</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>42</td>\n",
-       "      <td>90</td>\n",
-       "      <td>31</td>\n",
-       "      <td>53</td>\n",
+       "      <td>86</td>\n",
+       "      <td>42</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>216.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
+       "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>863</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-13 20:41:50</td>\n",
-       "      <td>180</td>\n",
+       "      <th>205</th>\n",
+       "      <td>5033</td>\n",
+       "      <td>2023-12-12 09:07:22</td>\n",
        "      <td>170</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>32</td>\n",
+       "      <td>42</td>\n",
+       "      <td>86</td>\n",
+       "      <td>42</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>0</td>\n",
+       "      <td>42</td>\n",
+       "      <td>86</td>\n",
+       "      <td>42</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
+       "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>864</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-13 20:44:50</td>\n",
-       "      <td>180</td>\n",
+       "      <th>206</th>\n",
+       "      <td>5033</td>\n",
+       "      <td>2023-12-12 09:10:12</td>\n",
        "      <td>170</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>32</td>\n",
+       "      <td>42</td>\n",
+       "      <td>86</td>\n",
+       "      <td>42</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>0</td>\n",
+       "      <td>42</td>\n",
+       "      <td>86</td>\n",
+       "      <td>42</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
@@ -32578,31 +3832,31 @@
       ],
       "text/plain": [
        "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "858     5047 2023-12-13 20:24:55   190   155       35       85       26   \n",
-       "859     5047 2023-12-13 20:28:05   190   155       35       85       26   \n",
-       "860     5047 2023-12-13 20:31:15   190    75       35       85       26   \n",
-       "861     5047 2023-12-13 20:35:14   239   134       46      100       35   \n",
-       "862     5047 2023-12-13 20:38:50   216   170       42       90       31   \n",
-       "863     5047 2023-12-13 20:41:50   180   170       35       75       26   \n",
-       "864     5047 2023-12-13 20:44:50   180   170       35       75       26   \n",
+       "200     5033 2023-12-12 08:07:51   170    32       42       86       42   \n",
+       "201     5033 2023-12-12 08:10:41   170    32       42       86       42   \n",
+       "202     5033 2023-12-12 08:13:32   170    32       42       86       42   \n",
+       "203     5033 2023-12-12 09:01:42   170    32       42       86       42   \n",
+       "204     5033 2023-12-12 09:04:32   170    32       42       86       42   \n",
+       "205     5033 2023-12-12 09:07:22   170    32       42       86       42   \n",
+       "206     5033 2023-12-12 09:10:12   170    32       42       86       42   \n",
        "\n",
        "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "858       44        0        0       35       85       26       44        0   \n",
-       "859       44        0        0       35       85       26       44        0   \n",
-       "860       44        0        0       35       85       26       44        0   \n",
-       "861       58        0        0       46      100       35       58        0   \n",
-       "862       53        0        0       42       90       31       53        0   \n",
-       "863       44        0        0       35       75       26       44        0   \n",
-       "864       44        0        0       35       75       26       44        0   \n",
+       "200        0        0        0       42       86       42        0        0   \n",
+       "201        0        0        0       42       86       42        0        0   \n",
+       "202        0        0        0       42       86       42        0        0   \n",
+       "203        0        0        0       42       86       42        0        0   \n",
+       "204        0        0        0       42       86       42        0        0   \n",
+       "205        0        0        0       42       86       42        0        0   \n",
+       "206        0        0        0       42       86       42        0        0   \n",
        "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "858        0  190.0  False   False  True  False  \n",
-       "859        0  190.0  False   False  True  False  \n",
-       "860        0  190.0  False    True  True  False  \n",
-       "861        0  239.0   True    True  True  False  \n",
-       "862        0  216.0  False    True  True   True  \n",
-       "863        0  180.0  False    True  True   True  \n",
-       "864        0  180.0  False    True  True  False  "
+       "     B링6현시시간    시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
+       "200        0   170.0  False   False  True  False  \n",
+       "201        0   170.0  False   False  True  False  \n",
+       "202        0   171.0  False   False  True  False  \n",
+       "203        0  2890.0   True   False  True  False  \n",
+       "204        0   170.0  False   False  True  False  \n",
+       "205        0   170.0  False   False  True  False  \n",
+       "206        0   170.0  False   False  True  False  "
       ]
      },
      "metadata": {},
@@ -32612,11 +3866,29 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1385.0\n",
-      "125.0\n",
-      "{(5, 0): 160, (5, 30): 180, (6, 0): 220, (9, 30): 180, (17, 0): 190, (20, 30): 180, (21, 30): 170, (22, 30): 160, (23, 30): 150}\n"
+      "3911.0\n",
+      "1.0\n",
+      "{(6, 0): 150, (6, 30): 160, (7, 0): 170, (9, 30): 170, (16, 0): 170, (17, 0): 180, (20, 30): 170, (21, 30): 160, (22, 30): 150, (23, 30): 140}\n"
      ]
-    },
+    }
+   ],
+   "source": [
+    "inter_no = 5033\n",
+    "j = 0\n",
+    "cycle = 170\n",
+    "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
+    "    display(infos['missing_dfs'][inter_no][j])\n",
+    "sum_of_durations = infos['missing_dfs'][inter_no][j].시간차이.sum()\n",
+    "print(sum_of_durations)\n",
+    "print(sum_of_durations % cycle)\n",
+    "print(infos['cycles'][inter_no])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "metadata": {},
+   "outputs": [
     {
      "data": {
       "text/html": [
@@ -32663,168 +3935,216 @@
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        "  <tbody>\n",
        "    <tr>\n",
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-       "      <td>2023-12-13 23:52:29</td>\n",
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-       "      <td>149</td>\n",
-       "      <td>31</td>\n",
-       "      <td>56</td>\n",
-       "      <td>20</td>\n",
+       "      <th>891</th>\n",
+       "      <td>5033</td>\n",
+       "      <td>2023-12-13 17:30:43</td>\n",
+       "      <td>180</td>\n",
+       "      <td>44</td>\n",
+       "      <td>42</td>\n",
+       "      <td>94</td>\n",
+       "      <td>44</td>\n",
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+       "      <td>0</td>\n",
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+       "      <td>180.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>892</th>\n",
+       "      <td>5033</td>\n",
+       "      <td>2023-12-13 17:33:43</td>\n",
+       "      <td>180</td>\n",
+       "      <td>44</td>\n",
+       "      <td>42</td>\n",
+       "      <td>94</td>\n",
+       "      <td>44</td>\n",
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+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>893</th>\n",
+       "      <td>5033</td>\n",
+       "      <td>2023-12-13 17:36:43</td>\n",
+       "      <td>180</td>\n",
+       "      <td>44</td>\n",
+       "      <td>42</td>\n",
+       "      <td>94</td>\n",
        "      <td>44</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>31</td>\n",
-       "      <td>56</td>\n",
-       "      <td>20</td>\n",
+       "      <td>0</td>\n",
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        "      <td>44</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>151.0</td>\n",
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        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
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        "    <tr>\n",
-       "      <th>932</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-13 23:55:00</td>\n",
-       "      <td>150</td>\n",
-       "      <td>149</td>\n",
-       "      <td>31</td>\n",
-       "      <td>55</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <th>894</th>\n",
+       "      <td>5033</td>\n",
+       "      <td>2023-12-13 17:42:34</td>\n",
+       "      <td>94</td>\n",
+       "      <td>34</td>\n",
+       "      <td>42</td>\n",
+       "      <td>94</td>\n",
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-       "      <td>31</td>\n",
-       "      <td>55</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <td>0</td>\n",
+       "      <td>42</td>\n",
+       "      <td>94</td>\n",
+       "      <td>214</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>151.0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>True</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>933</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-13 23:57:30</td>\n",
-       "      <td>150</td>\n",
-       "      <td>149</td>\n",
-       "      <td>31</td>\n",
-       "      <td>55</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <th>895</th>\n",
+       "      <td>5033</td>\n",
+       "      <td>2023-12-13 17:44:33</td>\n",
+       "      <td>119</td>\n",
+       "      <td>153</td>\n",
+       "      <td>42</td>\n",
+       "      <td>53</td>\n",
+       "      <td>24</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>31</td>\n",
-       "      <td>55</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <td>0</td>\n",
+       "      <td>42</td>\n",
+       "      <td>53</td>\n",
+       "      <td>24</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>150.0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>119.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>934</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 00:02:28</td>\n",
-       "      <td>149</td>\n",
-       "      <td>149</td>\n",
-       "      <td>31</td>\n",
+       "      <th>896</th>\n",
+       "      <td>5033</td>\n",
+       "      <td>2023-12-13 17:48:32</td>\n",
+       "      <td>239</td>\n",
+       "      <td>32</td>\n",
        "      <td>54</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <td>126</td>\n",
+       "      <td>59</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>31</td>\n",
        "      <td>54</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <td>126</td>\n",
+       "      <td>59</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>298.0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>239.0</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>935</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 00:04:58</td>\n",
-       "      <td>150</td>\n",
-       "      <td>149</td>\n",
-       "      <td>31</td>\n",
-       "      <td>55</td>\n",
-       "      <td>20</td>\n",
+       "      <th>897</th>\n",
+       "      <td>5033</td>\n",
+       "      <td>2023-12-13 17:51:44</td>\n",
+       "      <td>192</td>\n",
        "      <td>44</td>\n",
+       "      <td>45</td>\n",
+       "      <td>100</td>\n",
+       "      <td>47</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>31</td>\n",
-       "      <td>55</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <td>0</td>\n",
+       "      <td>45</td>\n",
+       "      <td>100</td>\n",
+       "      <td>47</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>150.0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>192.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>936</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 00:07:28</td>\n",
-       "      <td>150</td>\n",
-       "      <td>149</td>\n",
-       "      <td>31</td>\n",
-       "      <td>55</td>\n",
-       "      <td>20</td>\n",
+       "      <th>898</th>\n",
+       "      <td>5033</td>\n",
+       "      <td>2023-12-13 17:54:44</td>\n",
+       "      <td>180</td>\n",
+       "      <td>44</td>\n",
+       "      <td>42</td>\n",
+       "      <td>94</td>\n",
        "      <td>44</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>31</td>\n",
-       "      <td>55</td>\n",
-       "      <td>20</td>\n",
+       "      <td>0</td>\n",
+       "      <td>42</td>\n",
+       "      <td>94</td>\n",
        "      <td>44</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>150.0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>180.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>937</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 00:09:59</td>\n",
-       "      <td>150</td>\n",
-       "      <td>149</td>\n",
-       "      <td>31</td>\n",
-       "      <td>55</td>\n",
-       "      <td>20</td>\n",
+       "      <th>899</th>\n",
+       "      <td>5033</td>\n",
+       "      <td>2023-12-13 17:57:44</td>\n",
+       "      <td>180</td>\n",
+       "      <td>44</td>\n",
+       "      <td>42</td>\n",
+       "      <td>94</td>\n",
        "      <td>44</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>31</td>\n",
-       "      <td>55</td>\n",
-       "      <td>20</td>\n",
+       "      <td>0</td>\n",
+       "      <td>42</td>\n",
+       "      <td>94</td>\n",
        "      <td>44</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>151.0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>180.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
@@ -32836,31 +4156,37 @@
       ],
       "text/plain": [
        "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "931     5047 2023-12-13 23:52:29   151   149       31       56       20   \n",
-       "932     5047 2023-12-13 23:55:00   150   149       31       55       20   \n",
-       "933     5047 2023-12-13 23:57:30   150   149       31       55       20   \n",
-       "934     5047 2023-12-14 00:02:28   149   149       31       54       20   \n",
-       "935     5047 2023-12-14 00:04:58   150   149       31       55       20   \n",
-       "936     5047 2023-12-14 00:07:28   150   149       31       55       20   \n",
-       "937     5047 2023-12-14 00:09:59   150   149       31       55       20   \n",
+       "891     5033 2023-12-13 17:30:43   180    44       42       94       44   \n",
+       "892     5033 2023-12-13 17:33:43   180    44       42       94       44   \n",
+       "893     5033 2023-12-13 17:36:43   180    44       42       94       44   \n",
+       "894     5033 2023-12-13 17:42:34    94    34       42       94      214   \n",
+       "895     5033 2023-12-13 17:44:33   119   153       42       53       24   \n",
+       "896     5033 2023-12-13 17:48:32   239    32       54      126       59   \n",
+       "897     5033 2023-12-13 17:51:44   192    44       45      100       47   \n",
+       "898     5033 2023-12-13 17:54:44   180    44       42       94       44   \n",
+       "899     5033 2023-12-13 17:57:44   180    44       42       94       44   \n",
        "\n",
        "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "931       44        0        0       31       56       20       44        0   \n",
-       "932       44        0        0       31       55       20       44        0   \n",
-       "933       44        0        0       31       55       20       44        0   \n",
-       "934       44        0        0       31       54       20       44        0   \n",
-       "935       44        0        0       31       55       20       44        0   \n",
-       "936       44        0        0       31       55       20       44        0   \n",
-       "937       44        0        0       31       55       20       44        0   \n",
+       "891        0        0        0       42       94       44        0        0   \n",
+       "892        0        0        0       42       94       44        0        0   \n",
+       "893        0        0        0       42       94       44        0        0   \n",
+       "894        0        0        0       42       94      214        0        0   \n",
+       "895        0        0        0       42       53       24        0        0   \n",
+       "896        0        0        0       54      126       59        0        0   \n",
+       "897        0        0        0       45      100       47        0        0   \n",
+       "898        0        0        0       42       94       44        0        0   \n",
+       "899        0        0        0       42       94       44        0        0   \n",
        "\n",
-       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "931        0  151.0  False   False  True  False  \n",
-       "932        0  151.0  False   False  True  False  \n",
-       "933        0  150.0  False   False  True  False  \n",
-       "934        0  298.0   True   False  True  False  \n",
-       "935        0  150.0  False   False  True  False  \n",
-       "936        0  150.0  False   False  True  False  \n",
-       "937        0  151.0  False   False  True  False  "
+       "     B링6현시시간   시간차이   결측여부  전이시간여부   주기일치  이상치존재  \n",
+       "891        0  180.0  False   False   True  False  \n",
+       "892        0  180.0  False   False   True  False  \n",
+       "893        0  180.0  False   False   True  False  \n",
+       "894        0  351.0   True   False  False  False  \n",
+       "895        0  119.0  False   False   True  False  \n",
+       "896        0  239.0   True   False   True  False  \n",
+       "897        0  192.0  False   False   True  False  \n",
+       "898        0  180.0  False   False   True  False  \n",
+       "899        0  180.0  False   False   True  False  "
       ]
      },
      "metadata": {},
@@ -32870,11 +4196,29 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1201.0\n",
-      "121.0\n",
-      "{(5, 0): 160, (5, 30): 180, (6, 0): 220, (9, 30): 180, (17, 0): 190, (20, 30): 180, (21, 30): 170, (22, 30): 160, (23, 30): 150}\n"
+      "1801.0\n",
+      "1.0\n",
+      "{(6, 0): 150, (6, 30): 160, (7, 0): 170, (9, 30): 170, (16, 0): 170, (17, 0): 180, (20, 30): 170, (21, 30): 160, (22, 30): 150, (23, 30): 140}\n"
      ]
-    },
+    }
+   ],
+   "source": [
+    "inter_no = 5033\n",
+    "j = 2\n",
+    "cycle = 180\n",
+    "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
+    "    display(infos['missing_dfs'][inter_no][j])\n",
+    "sum_of_durations = infos['missing_dfs'][inter_no][j].시간차이.sum()\n",
+    "print(sum_of_durations)\n",
+    "print(sum_of_durations % cycle)\n",
+    "print(infos['cycles'][inter_no])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 53,
+   "metadata": {},
+   "outputs": [
     {
      "data": {
       "text/html": [
@@ -32921,21 +4265,21 @@
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        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>1073</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 05:56:50</td>\n",
+       "      <th>186</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 08:05:37</td>\n",
        "      <td>180</td>\n",
-       "      <td>170</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>158</td>\n",
+       "      <td>53</td>\n",
+       "      <td>33</td>\n",
+       "      <td>51</td>\n",
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        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
        "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>60</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>180.0</td>\n",
@@ -32945,21 +4289,21 @@
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1074</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 05:59:50</td>\n",
+       "      <th>187</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 08:08:37</td>\n",
        "      <td>180</td>\n",
-       "      <td>170</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>157</td>\n",
+       "      <td>53</td>\n",
+       "      <td>33</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
        "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>60</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>180.0</td>\n",
@@ -32969,122 +4313,122 @@
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1075</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 06:02:50</td>\n",
-       "      <td>180</td>\n",
-       "      <td>210</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <th>188</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 08:11:38</td>\n",
+       "      <td>181</td>\n",
+       "      <td>159</td>\n",
+       "      <td>53</td>\n",
+       "      <td>33</td>\n",
+       "      <td>52</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
        "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>60</td>\n",
+       "      <td>52</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1076</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 06:06:50</td>\n",
-       "      <td>240</td>\n",
-       "      <td>10</td>\n",
-       "      <td>65</td>\n",
-       "      <td>105</td>\n",
-       "      <td>22</td>\n",
-       "      <td>48</td>\n",
+       "      <th>189</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 09:02:37</td>\n",
+       "      <td>180</td>\n",
+       "      <td>158</td>\n",
+       "      <td>53</td>\n",
+       "      <td>33</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>65</td>\n",
-       "      <td>105</td>\n",
-       "      <td>22</td>\n",
-       "      <td>48</td>\n",
+       "      <td>26</td>\n",
+       "      <td>60</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>240.0</td>\n",
-       "      <td>True</td>\n",
+       "      <td>3059.0</td>\n",
        "      <td>True</td>\n",
+       "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1077</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 06:10:30</td>\n",
-       "      <td>220</td>\n",
-       "      <td>10</td>\n",
-       "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <th>190</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 09:05:37</td>\n",
+       "      <td>180</td>\n",
+       "      <td>158</td>\n",
+       "      <td>53</td>\n",
+       "      <td>33</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>26</td>\n",
        "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>220.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
+       "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1078</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 06:14:10</td>\n",
-       "      <td>220</td>\n",
-       "      <td>10</td>\n",
-       "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <th>191</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 09:08:38</td>\n",
+       "      <td>180</td>\n",
+       "      <td>158</td>\n",
+       "      <td>53</td>\n",
+       "      <td>33</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>26</td>\n",
        "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>220.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1079</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 06:17:50</td>\n",
-       "      <td>220</td>\n",
-       "      <td>10</td>\n",
-       "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <th>192</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 09:11:38</td>\n",
+       "      <td>180</td>\n",
+       "      <td>158</td>\n",
+       "      <td>53</td>\n",
+       "      <td>33</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>26</td>\n",
        "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>220.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
@@ -33093,32 +4437,32 @@
        "</div>"
       ],
       "text/plain": [
-       "      현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "1073     5047 2023-12-14 05:56:50   180   170       35       75       26   \n",
-       "1074     5047 2023-12-14 05:59:50   180   170       35       75       26   \n",
-       "1075     5047 2023-12-14 06:02:50   180   210       35       75       26   \n",
-       "1076     5047 2023-12-14 06:06:50   240    10       65      105       22   \n",
-       "1077     5047 2023-12-14 06:10:30   220    10       60       96       20   \n",
-       "1078     5047 2023-12-14 06:14:10   220    10       60       96       20   \n",
-       "1079     5047 2023-12-14 06:17:50   220    10       60       96       20   \n",
+       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
+       "186     5034 2023-12-12 08:05:37   180   158       53       33       51   \n",
+       "187     5034 2023-12-12 08:08:37   180   157       53       33       51   \n",
+       "188     5034 2023-12-12 08:11:38   181   159       53       33       52   \n",
+       "189     5034 2023-12-12 09:02:37   180   158       53       33       51   \n",
+       "190     5034 2023-12-12 09:05:37   180   158       53       33       51   \n",
+       "191     5034 2023-12-12 09:08:38   180   158       53       33       51   \n",
+       "192     5034 2023-12-12 09:11:38   180   158       53       33       51   \n",
        "\n",
-       "      A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "1073       44        0        0       35       75       26       44        0   \n",
-       "1074       44        0        0       35       75       26       44        0   \n",
-       "1075       44        0        0       35       75       26       44        0   \n",
-       "1076       48        0        0       65      105       22       48        0   \n",
-       "1077       44        0        0       60       96       20       44        0   \n",
-       "1078       44        0        0       60       96       20       44        0   \n",
-       "1079       44        0        0       60       96       20       44        0   \n",
+       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
+       "186       43        0        0       26       60       51       43        0   \n",
+       "187       43        0        0       26       60       51       43        0   \n",
+       "188       43        0        0       26       60       52       43        0   \n",
+       "189       43        0        0       26       60       51       43        0   \n",
+       "190       43        0        0       26       60       51       43        0   \n",
+       "191       43        0        0       26       60       51       43        0   \n",
+       "192       43        0        0       26       60       51       43        0   \n",
        "\n",
-       "      B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "1073        0  180.0  False   False  True  False  \n",
-       "1074        0  180.0  False   False  True  False  \n",
-       "1075        0  180.0  False    True  True  False  \n",
-       "1076        0  240.0   True    True  True  False  \n",
-       "1077        0  220.0  False    True  True   True  \n",
-       "1078        0  220.0  False    True  True  False  \n",
-       "1079        0  220.0  False    True  True  False  "
+       "     B링6현시시간    시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
+       "186        0   180.0  False   False  True  False  \n",
+       "187        0   180.0  False   False  True  False  \n",
+       "188        0   181.0  False   False  True  False  \n",
+       "189        0  3059.0   True   False  True  False  \n",
+       "190        0   180.0  False   False  True  False  \n",
+       "191        0   181.0  False   False  True  False  \n",
+       "192        0   180.0  False   False  True  False  "
       ]
      },
      "metadata": {},
@@ -33128,11 +4472,29 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1440.0\n",
-      "0.0\n",
-      "{(5, 0): 160, (5, 30): 180, (6, 0): 220, (9, 30): 180, (17, 0): 190, (20, 30): 180, (21, 30): 170, (22, 30): 160, (23, 30): 150}\n"
+      "4141.0\n",
+      "1.0\n",
+      "{(5, 30): 160, (6, 30): 170, (7, 0): 180, (9, 30): 170, (17, 0): 180, (21, 0): 170, (22, 0): 160, (23, 30): 150}\n"
      ]
-    },
+    }
+   ],
+   "source": [
+    "inter_no = 5034\n",
+    "j = 0\n",
+    "cycle = 180\n",
+    "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
+    "    display(infos['missing_dfs'][inter_no][j])\n",
+    "sum_of_durations = infos['missing_dfs'][inter_no][j].시간차이.sum()\n",
+    "print(sum_of_durations)\n",
+    "print(sum_of_durations % cycle)\n",
+    "print(infos['cycles'][inter_no])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 56,
+   "metadata": {},
+   "outputs": [
     {
      "data": {
       "text/html": [
@@ -33179,189 +4541,165 @@
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        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>1260</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 15:56:50</td>\n",
-       "      <td>180</td>\n",
-       "      <td>170</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <th>384</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 18:19:05</td>\n",
+       "      <td>57</td>\n",
+       "      <td>65</td>\n",
+       "      <td>57</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1261</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 15:59:51</td>\n",
-       "      <td>180</td>\n",
-       "      <td>170</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
        "      <td>0</td>\n",
+       "      <td>31</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>181.0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1262</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 16:02:50</td>\n",
+       "      <th>385</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 18:22:05</td>\n",
        "      <td>180</td>\n",
-       "      <td>170</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>65</td>\n",
+       "      <td>57</td>\n",
+       "      <td>33</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>31</td>\n",
+       "      <td>59</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>179.0</td>\n",
+       "      <td>180.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1263</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 16:08:46</td>\n",
-       "      <td>99</td>\n",
-       "      <td>165</td>\n",
+       "      <th>386</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 18:24:35</td>\n",
+       "      <td>150</td>\n",
        "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>219</td>\n",
+       "      <td>43</td>\n",
+       "      <td>21</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>219</td>\n",
+       "      <td>21</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>356.0</td>\n",
-       "      <td>True</td>\n",
+       "      <td>150.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
+       "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1264</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 16:10:52</td>\n",
-       "      <td>126</td>\n",
-       "      <td>111</td>\n",
-       "      <td>25</td>\n",
-       "      <td>37</td>\n",
-       "      <td>20</td>\n",
+       "      <th>387</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 18:28:35</td>\n",
+       "      <td>240</td>\n",
+       "      <td>95</td>\n",
+       "      <td>76</td>\n",
        "      <td>44</td>\n",
+       "      <td>60</td>\n",
+       "      <td>60</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>25</td>\n",
-       "      <td>37</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <td>41</td>\n",
+       "      <td>79</td>\n",
+       "      <td>60</td>\n",
+       "      <td>60</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>126.0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>240.0</td>\n",
        "      <td>True</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1265</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 16:14:51</td>\n",
-       "      <td>239</td>\n",
-       "      <td>170</td>\n",
-       "      <td>46</td>\n",
-       "      <td>100</td>\n",
-       "      <td>35</td>\n",
-       "      <td>58</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>388</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 18:32:35</td>\n",
+       "      <td>240</td>\n",
+       "      <td>155</td>\n",
+       "      <td>76</td>\n",
+       "      <td>44</td>\n",
+       "      <td>60</td>\n",
+       "      <td>60</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>46</td>\n",
-       "      <td>100</td>\n",
-       "      <td>35</td>\n",
-       "      <td>58</td>\n",
+       "      <td>41</td>\n",
+       "      <td>79</td>\n",
+       "      <td>60</td>\n",
+       "      <td>60</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>239.0</td>\n",
+       "      <td>240.0</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>True</td>\n",
+       "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1266</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 16:17:51</td>\n",
-       "      <td>180</td>\n",
-       "      <td>170</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <th>389</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 18:35:39</td>\n",
+       "      <td>184</td>\n",
+       "      <td>159</td>\n",
+       "      <td>58</td>\n",
+       "      <td>34</td>\n",
+       "      <td>46</td>\n",
+       "      <td>46</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>32</td>\n",
+       "      <td>60</td>\n",
+       "      <td>46</td>\n",
+       "      <td>46</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
+       "      <td>184.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>True</td>\n",
+       "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1267</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 16:20:51</td>\n",
+       "      <th>390</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 18:38:39</td>\n",
        "      <td>180</td>\n",
-       "      <td>170</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>159</td>\n",
+       "      <td>57</td>\n",
+       "      <td>33</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>31</td>\n",
+       "      <td>59</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>180.0</td>\n",
@@ -33371,21 +4709,21 @@
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1268</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 16:23:51</td>\n",
+       "      <th>391</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 18:41:39</td>\n",
        "      <td>180</td>\n",
-       "      <td>170</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>159</td>\n",
+       "      <td>57</td>\n",
+       "      <td>33</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>31</td>\n",
+       "      <td>59</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>180.0</td>\n",
@@ -33399,38 +4737,35 @@
        "</div>"
       ],
       "text/plain": [
-       "      현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "1260     5047 2023-12-14 15:56:50   180   170       35       75       26   \n",
-       "1261     5047 2023-12-14 15:59:51   180   170       35       75       26   \n",
-       "1262     5047 2023-12-14 16:02:50   180   170       35       75       26   \n",
-       "1263     5047 2023-12-14 16:08:46    99   165       35       75       26   \n",
-       "1264     5047 2023-12-14 16:10:52   126   111       25       37       20   \n",
-       "1265     5047 2023-12-14 16:14:51   239   170       46      100       35   \n",
-       "1266     5047 2023-12-14 16:17:51   180   170       35       75       26   \n",
-       "1267     5047 2023-12-14 16:20:51   180   170       35       75       26   \n",
-       "1268     5047 2023-12-14 16:23:51   180   170       35       75       26   \n",
+       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
+       "384     5034 2023-12-12 18:19:05    57    65       57        0        0   \n",
+       "385     5034 2023-12-12 18:22:05   180    65       57       33       45   \n",
+       "386     5034 2023-12-12 18:24:35   150    35       43       21       43   \n",
+       "387     5034 2023-12-12 18:28:35   240    95       76       44       60   \n",
+       "388     5034 2023-12-12 18:32:35   240   155       76       44       60   \n",
+       "389     5034 2023-12-12 18:35:39   184   159       58       34       46   \n",
+       "390     5034 2023-12-12 18:38:39   180   159       57       33       45   \n",
+       "391     5034 2023-12-12 18:41:39   180   159       57       33       45   \n",
        "\n",
-       "      A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "1260       44        0        0       35       75       26       44        0   \n",
-       "1261       44        0        0       35       75       26       44        0   \n",
-       "1262       44        0        0       35       75       26       44        0   \n",
-       "1263      219        0        0       35       75       26      219        0   \n",
-       "1264       44        0        0       25       37       20       44        0   \n",
-       "1265       58        0        0       46      100       35       58        0   \n",
-       "1266       44        0        0       35       75       26       44        0   \n",
-       "1267       44        0        0       35       75       26       44        0   \n",
-       "1268       44        0        0       35       75       26       44        0   \n",
+       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
+       "384        0        0        0       31        0        0        0        0   \n",
+       "385       45        0        0       31       59       45       45        0   \n",
+       "386       43        0        0       21       43       43       43        0   \n",
+       "387       60        0        0       41       79       60       60        0   \n",
+       "388       60        0        0       41       79       60       60        0   \n",
+       "389       46        0        0       32       60       46       46        0   \n",
+       "390       45        0        0       31       59       45       45        0   \n",
+       "391       45        0        0       31       59       45       45        0   \n",
        "\n",
-       "      B링6현시시간   시간차이   결측여부  전이시간여부   주기일치  이상치존재  \n",
-       "1260        0  180.0  False   False   True  False  \n",
-       "1261        0  181.0  False   False   True  False  \n",
-       "1262        0  179.0  False   False   True  False  \n",
-       "1263        0  356.0   True   False  False  False  \n",
-       "1264        0  126.0  False   False   True   True  \n",
-       "1265        0  239.0   True   False   True   True  \n",
-       "1266        0  180.0  False   False   True   True  \n",
-       "1267        0  180.0  False   False   True  False  \n",
-       "1268        0  180.0  False   False   True  False  "
+       "     B링6현시시간   시간차이   결측여부  전이시간여부   주기일치  이상치존재  \n",
+       "384        0   88.0  False   False  False  False  \n",
+       "385        0  180.0  False   False   True  False  \n",
+       "386        0  150.0  False   False   True  False  \n",
+       "387        0  240.0   True   False   True  False  \n",
+       "388        0  240.0   True   False   True  False  \n",
+       "389        0  184.0  False   False   True  False  \n",
+       "390        0  180.0  False   False   True  False  \n",
+       "391        0  180.0  False   False   True  False  "
       ]
      },
      "metadata": {},
@@ -33440,11 +4775,29 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1801.0\n",
-      "1.0\n",
-      "{(5, 0): 160, (5, 30): 180, (6, 0): 220, (9, 30): 180, (17, 0): 190, (20, 30): 180, (21, 30): 170, (22, 30): 160, (23, 30): 150}\n"
+      "1442.0\n",
+      "2.0\n",
+      "{(5, 30): 160, (6, 30): 170, (7, 0): 180, (9, 30): 170, (17, 0): 180, (21, 0): 170, (22, 0): 160, (23, 30): 150}\n"
      ]
-    },
+    }
+   ],
+   "source": [
+    "inter_no = 5034\n",
+    "j = 1\n",
+    "cycle = 180\n",
+    "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
+    "    display(infos['missing_dfs'][inter_no][j])\n",
+    "sum_of_durations = infos['missing_dfs'][inter_no][j].시간차이.sum()\n",
+    "print(sum_of_durations)\n",
+    "print(sum_of_durations % cycle)\n",
+    "print(infos['cycles'][inter_no])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 57,
+   "metadata": {},
+   "outputs": [
     {
      "data": {
       "text/html": [
@@ -33491,170 +4844,170 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>1346</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 20:28:05</td>\n",
-       "      <td>190</td>\n",
-       "      <td>155</td>\n",
-       "      <td>35</td>\n",
-       "      <td>85</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <th>705</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 08:47:40</td>\n",
+       "      <td>180</td>\n",
+       "      <td>160</td>\n",
+       "      <td>53</td>\n",
+       "      <td>33</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>85</td>\n",
        "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>60</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>190.0</td>\n",
+       "      <td>180.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1347</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 20:31:15</td>\n",
-       "      <td>190</td>\n",
-       "      <td>155</td>\n",
-       "      <td>35</td>\n",
-       "      <td>85</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <th>706</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 08:50:40</td>\n",
+       "      <td>180</td>\n",
+       "      <td>160</td>\n",
+       "      <td>53</td>\n",
+       "      <td>33</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>85</td>\n",
        "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>60</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>190.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1348</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 20:34:25</td>\n",
-       "      <td>190</td>\n",
-       "      <td>85</td>\n",
-       "      <td>35</td>\n",
-       "      <td>85</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <th>707</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 08:53:40</td>\n",
+       "      <td>180</td>\n",
+       "      <td>160</td>\n",
+       "      <td>53</td>\n",
+       "      <td>33</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>85</td>\n",
        "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>60</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>190.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1349</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 20:38:24</td>\n",
-       "      <td>239</td>\n",
-       "      <td>144</td>\n",
+       "      <th>708</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 08:59:12</td>\n",
        "      <td>46</td>\n",
-       "      <td>100</td>\n",
-       "      <td>35</td>\n",
-       "      <td>58</td>\n",
+       "      <td>132</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>46</td>\n",
-       "      <td>100</td>\n",
-       "      <td>35</td>\n",
-       "      <td>58</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>239.0</td>\n",
-       "      <td>True</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>46</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>332.0</td>\n",
        "      <td>True</td>\n",
+       "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1350</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 20:41:50</td>\n",
-       "      <td>206</td>\n",
-       "      <td>170</td>\n",
-       "      <td>40</td>\n",
-       "      <td>86</td>\n",
-       "      <td>30</td>\n",
-       "      <td>50</td>\n",
+       "      <th>709</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 09:02:40</td>\n",
+       "      <td>208</td>\n",
+       "      <td>160</td>\n",
+       "      <td>61</td>\n",
+       "      <td>39</td>\n",
+       "      <td>59</td>\n",
+       "      <td>49</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>40</td>\n",
-       "      <td>86</td>\n",
        "      <td>30</td>\n",
-       "      <td>50</td>\n",
+       "      <td>70</td>\n",
+       "      <td>59</td>\n",
+       "      <td>49</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>206.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
+       "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1351</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 20:44:50</td>\n",
+       "      <th>710</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 09:05:40</td>\n",
        "      <td>180</td>\n",
-       "      <td>170</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>160</td>\n",
+       "      <td>53</td>\n",
+       "      <td>33</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
        "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>60</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>180.0</td>\n",
        "      <td>False</td>\n",
+       "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
+       "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1352</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-14 20:47:50</td>\n",
+       "      <th>711</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 09:08:40</td>\n",
        "      <td>180</td>\n",
-       "      <td>170</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>160</td>\n",
+       "      <td>53</td>\n",
+       "      <td>33</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
        "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>60</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>180.0</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
@@ -33663,32 +5016,32 @@
        "</div>"
       ],
       "text/plain": [
-       "      현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "1346     5047 2023-12-14 20:28:05   190   155       35       85       26   \n",
-       "1347     5047 2023-12-14 20:31:15   190   155       35       85       26   \n",
-       "1348     5047 2023-12-14 20:34:25   190    85       35       85       26   \n",
-       "1349     5047 2023-12-14 20:38:24   239   144       46      100       35   \n",
-       "1350     5047 2023-12-14 20:41:50   206   170       40       86       30   \n",
-       "1351     5047 2023-12-14 20:44:50   180   170       35       75       26   \n",
-       "1352     5047 2023-12-14 20:47:50   180   170       35       75       26   \n",
+       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
+       "705     5034 2023-12-13 08:47:40   180   160       53       33       51   \n",
+       "706     5034 2023-12-13 08:50:40   180   160       53       33       51   \n",
+       "707     5034 2023-12-13 08:53:40   180   160       53       33       51   \n",
+       "708     5034 2023-12-13 08:59:12    46   132        0        0        0   \n",
+       "709     5034 2023-12-13 09:02:40   208   160       61       39       59   \n",
+       "710     5034 2023-12-13 09:05:40   180   160       53       33       51   \n",
+       "711     5034 2023-12-13 09:08:40   180   160       53       33       51   \n",
        "\n",
-       "      A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "1346       44        0        0       35       85       26       44        0   \n",
-       "1347       44        0        0       35       85       26       44        0   \n",
-       "1348       44        0        0       35       85       26       44        0   \n",
-       "1349       58        0        0       46      100       35       58        0   \n",
-       "1350       50        0        0       40       86       30       50        0   \n",
-       "1351       44        0        0       35       75       26       44        0   \n",
-       "1352       44        0        0       35       75       26       44        0   \n",
+       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
+       "705       43        0        0       26       60       51       43        0   \n",
+       "706       43        0        0       26       60       51       43        0   \n",
+       "707       43        0        0       26       60       51       43        0   \n",
+       "708       46        0        0        0        0        0       46        0   \n",
+       "709       49        0        0       30       70       59       49        0   \n",
+       "710       43        0        0       26       60       51       43        0   \n",
+       "711       43        0        0       26       60       51       43        0   \n",
        "\n",
-       "      B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "1346        0  190.0  False   False  True  False  \n",
-       "1347        0  190.0  False    True  True  False  \n",
-       "1348        0  190.0  False    True  True  False  \n",
-       "1349        0  239.0   True    True  True  False  \n",
-       "1350        0  206.0  False    True  True   True  \n",
-       "1351        0  180.0  False    True  True   True  \n",
-       "1352        0  180.0  False    True  True  False  "
+       "     B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
+       "705        0  180.0  False   False  True  False  \n",
+       "706        0  180.0  False   False  True  False  \n",
+       "707        0  180.0  False   False  True  False  \n",
+       "708        0  332.0   True   False  True  False  \n",
+       "709        0  208.0  False   False  True  False  \n",
+       "710        0  180.0  False   False  True  False  \n",
+       "711        0  180.0  False   False  True  False  "
       ]
      },
      "metadata": {},
@@ -33698,11 +5051,29 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1375.0\n",
-      "115.0\n",
-      "{(5, 0): 160, (5, 30): 180, (6, 0): 220, (9, 30): 180, (17, 0): 190, (20, 30): 180, (21, 30): 170, (22, 30): 160, (23, 30): 150}\n"
+      "1440.0\n",
+      "0.0\n",
+      "{(5, 30): 160, (6, 30): 170, (7, 0): 180, (9, 30): 170, (17, 0): 180, (21, 0): 170, (22, 0): 160, (23, 30): 150}\n"
      ]
-    },
+    }
+   ],
+   "source": [
+    "inter_no = 5034\n",
+    "j = 2\n",
+    "cycle = 180\n",
+    "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
+    "    display(infos['missing_dfs'][inter_no][j])\n",
+    "sum_of_durations = infos['missing_dfs'][inter_no][j].시간차이.sum()\n",
+    "print(sum_of_durations)\n",
+    "print(sum_of_durations % cycle)\n",
+    "print(infos['cycles'][inter_no])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 59,
+   "metadata": {},
+   "outputs": [
     {
      "data": {
       "text/html": [
@@ -33749,192 +5120,168 @@
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        "  <tbody>\n",
        "    <tr>\n",
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-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 05:59:50</td>\n",
-       "      <td>180</td>\n",
-       "      <td>171</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <th>825</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 14:32:27</td>\n",
+       "      <td>170</td>\n",
+       "      <td>157</td>\n",
+       "      <td>51</td>\n",
+       "      <td>33</td>\n",
+       "      <td>43</td>\n",
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        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>27</td>\n",
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+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
+       "      <td>170.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
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-       "      <th>1565</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 06:02:49</td>\n",
-       "      <td>179</td>\n",
+       "      <th>826</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 14:35:17</td>\n",
        "      <td>170</td>\n",
-       "      <td>35</td>\n",
-       "      <td>74</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
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-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>27</td>\n",
+       "      <td>57</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>179.0</td>\n",
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        "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
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-       "      <th>1566</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 06:05:49</td>\n",
-       "      <td>180</td>\n",
+       "      <th>827</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 14:38:07</td>\n",
        "      <td>170</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>157</td>\n",
+       "      <td>51</td>\n",
+       "      <td>33</td>\n",
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        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>27</td>\n",
+       "      <td>57</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>180.0</td>\n",
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        "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
        "      <td>False</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1567</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 06:09:59</td>\n",
-       "      <td>250</td>\n",
-       "      <td>199</td>\n",
-       "      <td>68</td>\n",
-       "      <td>109</td>\n",
-       "      <td>23</td>\n",
-       "      <td>50</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>68</td>\n",
-       "      <td>109</td>\n",
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-       "      <td>50</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>250.0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1568</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 06:14:10</td>\n",
-       "      <td>251</td>\n",
-       "      <td>11</td>\n",
-       "      <td>68</td>\n",
-       "      <td>110</td>\n",
-       "      <td>23</td>\n",
-       "      <td>50</td>\n",
+       "      <th>828</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 16:00:18</td>\n",
+       "      <td>170</td>\n",
+       "      <td>157</td>\n",
+       "      <td>51</td>\n",
+       "      <td>33</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>68</td>\n",
-       "      <td>110</td>\n",
-       "      <td>23</td>\n",
-       "      <td>50</td>\n",
+       "      <td>27</td>\n",
+       "      <td>57</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>251.0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
+       "      <td>4931.0</td>\n",
        "      <td>True</td>\n",
+       "      <td>False</td>\n",
        "      <td>True</td>\n",
+       "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1569</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 06:17:49</td>\n",
-       "      <td>219</td>\n",
-       "      <td>9</td>\n",
-       "      <td>60</td>\n",
-       "      <td>95</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <th>829</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 16:03:08</td>\n",
+       "      <td>170</td>\n",
+       "      <td>157</td>\n",
+       "      <td>51</td>\n",
+       "      <td>33</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>60</td>\n",
-       "      <td>95</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <td>27</td>\n",
+       "      <td>57</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>219.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
+       "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1570</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 06:21:30</td>\n",
-       "      <td>221</td>\n",
-       "      <td>11</td>\n",
-       "      <td>60</td>\n",
-       "      <td>97</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <th>830</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 16:05:58</td>\n",
+       "      <td>170</td>\n",
+       "      <td>157</td>\n",
+       "      <td>51</td>\n",
+       "      <td>33</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>60</td>\n",
-       "      <td>97</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <td>27</td>\n",
+       "      <td>57</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>221.0</td>\n",
+       "      <td>170.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1571</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 06:25:09</td>\n",
-       "      <td>219</td>\n",
-       "      <td>10</td>\n",
-       "      <td>60</td>\n",
-       "      <td>95</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <th>831</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 16:08:48</td>\n",
+       "      <td>170</td>\n",
+       "      <td>157</td>\n",
+       "      <td>51</td>\n",
+       "      <td>33</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>60</td>\n",
-       "      <td>95</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <td>27</td>\n",
+       "      <td>57</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>219.0</td>\n",
+       "      <td>170.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
@@ -33945,35 +5292,32 @@
        "</div>"
       ],
       "text/plain": [
-       "      현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "1564     5047 2023-12-15 05:59:50   180   171       35       75       26   \n",
-       "1565     5047 2023-12-15 06:02:49   179   170       35       74       26   \n",
-       "1566     5047 2023-12-15 06:05:49   180   170       35       75       26   \n",
-       "1567     5047 2023-12-15 06:09:59   250   199       68      109       23   \n",
-       "1568     5047 2023-12-15 06:14:10   251    11       68      110       23   \n",
-       "1569     5047 2023-12-15 06:17:49   219     9       60       95       20   \n",
-       "1570     5047 2023-12-15 06:21:30   221    11       60       97       20   \n",
-       "1571     5047 2023-12-15 06:25:09   219    10       60       95       20   \n",
+       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
+       "825     5034 2023-12-13 14:32:27   170   157       51       33       43   \n",
+       "826     5034 2023-12-13 14:35:17   170   157       51       33       43   \n",
+       "827     5034 2023-12-13 14:38:07   170   157       51       33       43   \n",
+       "828     5034 2023-12-13 16:00:18   170   157       51       33       43   \n",
+       "829     5034 2023-12-13 16:03:08   170   157       51       33       43   \n",
+       "830     5034 2023-12-13 16:05:58   170   157       51       33       43   \n",
+       "831     5034 2023-12-13 16:08:48   170   157       51       33       43   \n",
        "\n",
-       "      A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "1564       44        0        0       35       75       26       44        0   \n",
-       "1565       44        0        0       35       74       26       44        0   \n",
-       "1566       44        0        0       35       75       26       44        0   \n",
-       "1567       50        0        0       68      109       23       50        0   \n",
-       "1568       50        0        0       68      110       23       50        0   \n",
-       "1569       44        0        0       60       95       20       44        0   \n",
-       "1570       44        0        0       60       97       20       44        0   \n",
-       "1571       44        0        0       60       95       20       44        0   \n",
+       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
+       "825       43        0        0       27       57       43       43        0   \n",
+       "826       43        0        0       27       57       43       43        0   \n",
+       "827       43        0        0       27       57       43       43        0   \n",
+       "828       43        0        0       27       57       43       43        0   \n",
+       "829       43        0        0       27       57       43       43        0   \n",
+       "830       43        0        0       27       57       43       43        0   \n",
+       "831       43        0        0       27       57       43       43        0   \n",
        "\n",
-       "      B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "1564        0  180.0  False   False  True  False  \n",
-       "1565        0  179.0  False    True  True  False  \n",
-       "1566        0  180.0  False    True  True  False  \n",
-       "1567        0  250.0   True    True  True  False  \n",
-       "1568        0  251.0   True    True  True   True  \n",
-       "1569        0  219.0  False    True  True   True  \n",
-       "1570        0  221.0  False   False  True  False  \n",
-       "1571        0  219.0  False   False  True  False  "
+       "     B링6현시시간    시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
+       "825        0   170.0  False   False  True  False  \n",
+       "826        0   170.0  False   False  True  False  \n",
+       "827        0   170.0  False   False  True  False  \n",
+       "828        0  4931.0   True   False  True  False  \n",
+       "829        0   170.0  False   False  True  False  \n",
+       "830        0   170.0  False   False  True  False  \n",
+       "831        0   170.0  False   False  True  False  "
       ]
      },
      "metadata": {},
@@ -33983,11 +5327,29 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1699.0\n",
-      "79.0\n",
-      "{(5, 0): 160, (5, 30): 180, (6, 0): 220, (9, 30): 180, (17, 0): 190, (20, 30): 180, (21, 30): 170, (22, 30): 160, (23, 30): 150}\n"
+      "5951.0\n",
+      "1.0\n",
+      "{(5, 30): 160, (6, 30): 170, (7, 0): 180, (9, 30): 170, (17, 0): 180, (21, 0): 170, (22, 0): 160, (23, 30): 150}\n"
      ]
-    },
+    }
+   ],
+   "source": [
+    "inter_no = 5034\n",
+    "j = 3\n",
+    "cycle = 170\n",
+    "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
+    "    display(infos['missing_dfs'][inter_no][j])\n",
+    "sum_of_durations = infos['missing_dfs'][inter_no][j].시간차이.sum()\n",
+    "print(sum_of_durations)\n",
+    "print(sum_of_durations % cycle)\n",
+    "print(infos['cycles'][inter_no])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 61,
+   "metadata": {},
+   "outputs": [
     {
      "data": {
       "text/html": [
@@ -34034,168 +5396,192 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>1600</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 08:11:30</td>\n",
-       "      <td>220</td>\n",
-       "      <td>10</td>\n",
-       "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <th>864</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 17:42:38</td>\n",
+       "      <td>57</td>\n",
+       "      <td>38</td>\n",
+       "      <td>57</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>220.0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>31</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1601</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 08:15:10</td>\n",
-       "      <td>220</td>\n",
-       "      <td>10</td>\n",
-       "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <th>865</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 17:45:38</td>\n",
+       "      <td>180</td>\n",
+       "      <td>39</td>\n",
+       "      <td>57</td>\n",
+       "      <td>33</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <td>31</td>\n",
+       "      <td>59</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>220.0</td>\n",
+       "      <td>180.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1602</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 08:18:50</td>\n",
-       "      <td>220</td>\n",
-       "      <td>10</td>\n",
-       "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <th>866</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 17:48:08</td>\n",
+       "      <td>150</td>\n",
+       "      <td>8</td>\n",
+       "      <td>43</td>\n",
+       "      <td>21</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <td>21</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>220.0</td>\n",
+       "      <td>150.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1603</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 08:29:50</td>\n",
-       "      <td>220</td>\n",
-       "      <td>10</td>\n",
-       "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
+       "      <th>867</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 17:52:08</td>\n",
+       "      <td>240</td>\n",
+       "      <td>68</td>\n",
+       "      <td>76</td>\n",
        "      <td>44</td>\n",
+       "      <td>60</td>\n",
+       "      <td>60</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>41</td>\n",
+       "      <td>79</td>\n",
+       "      <td>60</td>\n",
        "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>660.0</td>\n",
+       "      <td>240.0</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1604</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 08:33:30</td>\n",
-       "      <td>220</td>\n",
-       "      <td>10</td>\n",
-       "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
+       "      <th>868</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 17:56:08</td>\n",
+       "      <td>240</td>\n",
+       "      <td>128</td>\n",
+       "      <td>76</td>\n",
        "      <td>44</td>\n",
+       "      <td>60</td>\n",
+       "      <td>60</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>41</td>\n",
+       "      <td>79</td>\n",
        "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <td>60</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>869</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 17:59:38</td>\n",
+       "      <td>210</td>\n",
+       "      <td>159</td>\n",
+       "      <td>67</td>\n",
+       "      <td>38</td>\n",
+       "      <td>53</td>\n",
+       "      <td>52</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>36</td>\n",
+       "      <td>69</td>\n",
+       "      <td>53</td>\n",
+       "      <td>52</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>220.0</td>\n",
+       "      <td>210.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1605</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 08:37:10</td>\n",
-       "      <td>220</td>\n",
-       "      <td>10</td>\n",
-       "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <th>870</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 18:02:38</td>\n",
+       "      <td>180</td>\n",
+       "      <td>159</td>\n",
+       "      <td>57</td>\n",
+       "      <td>33</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <td>31</td>\n",
+       "      <td>59</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>220.0</td>\n",
+       "      <td>180.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1606</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 08:40:50</td>\n",
-       "      <td>220</td>\n",
-       "      <td>10</td>\n",
-       "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <th>871</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-13 18:05:38</td>\n",
+       "      <td>180</td>\n",
+       "      <td>159</td>\n",
+       "      <td>57</td>\n",
+       "      <td>33</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>60</td>\n",
-       "      <td>96</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <td>31</td>\n",
+       "      <td>59</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>220.0</td>\n",
+       "      <td>180.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
@@ -34206,32 +5592,35 @@
        "</div>"
       ],
       "text/plain": [
-       "      현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "1600     5047 2023-12-15 08:11:30   220    10       60       96       20   \n",
-       "1601     5047 2023-12-15 08:15:10   220    10       60       96       20   \n",
-       "1602     5047 2023-12-15 08:18:50   220    10       60       96       20   \n",
-       "1603     5047 2023-12-15 08:29:50   220    10       60       96       20   \n",
-       "1604     5047 2023-12-15 08:33:30   220    10       60       96       20   \n",
-       "1605     5047 2023-12-15 08:37:10   220    10       60       96       20   \n",
-       "1606     5047 2023-12-15 08:40:50   220    10       60       96       20   \n",
+       "     현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
+       "864     5034 2023-12-13 17:42:38    57    38       57        0        0   \n",
+       "865     5034 2023-12-13 17:45:38   180    39       57       33       45   \n",
+       "866     5034 2023-12-13 17:48:08   150     8       43       21       43   \n",
+       "867     5034 2023-12-13 17:52:08   240    68       76       44       60   \n",
+       "868     5034 2023-12-13 17:56:08   240   128       76       44       60   \n",
+       "869     5034 2023-12-13 17:59:38   210   159       67       38       53   \n",
+       "870     5034 2023-12-13 18:02:38   180   159       57       33       45   \n",
+       "871     5034 2023-12-13 18:05:38   180   159       57       33       45   \n",
        "\n",
-       "      A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "1600       44        0        0       60       96       20       44        0   \n",
-       "1601       44        0        0       60       96       20       44        0   \n",
-       "1602       44        0        0       60       96       20       44        0   \n",
-       "1603       44        0        0       60       96       20       44        0   \n",
-       "1604       44        0        0       60       96       20       44        0   \n",
-       "1605       44        0        0       60       96       20       44        0   \n",
-       "1606       44        0        0       60       96       20       44        0   \n",
+       "     A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
+       "864        0        0        0       31        0        0        0        0   \n",
+       "865       45        0        0       31       59       45       45        0   \n",
+       "866       43        0        0       21       43       43       43        0   \n",
+       "867       60        0        0       41       79       60       60        0   \n",
+       "868       60        0        0       41       79       60       60        0   \n",
+       "869       52        0        0       36       69       53       52        0   \n",
+       "870       45        0        0       31       59       45       45        0   \n",
+       "871       45        0        0       31       59       45       45        0   \n",
        "\n",
-       "      B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "1600        0  220.0  False   False  True  False  \n",
-       "1601        0  220.0  False   False  True  False  \n",
-       "1602        0  220.0  False   False  True  False  \n",
-       "1603        0  660.0   True   False  True  False  \n",
-       "1604        0  220.0  False   False  True  False  \n",
-       "1605        0  220.0  False   False  True  False  \n",
-       "1606        0  220.0  False   False  True  False  "
+       "     B링6현시시간   시간차이   결측여부  전이시간여부   주기일치  이상치존재  \n",
+       "864        0   59.0  False   False  False  False  \n",
+       "865        0  180.0  False   False   True  False  \n",
+       "866        0  150.0  False   False   True  False  \n",
+       "867        0  240.0   True   False   True  False  \n",
+       "868        0  240.0   True   False   True  False  \n",
+       "869        0  210.0  False   False   True  False  \n",
+       "870        0  180.0  False   False   True  False  \n",
+       "871        0  180.0  False   False   True  False  "
       ]
      },
      "metadata": {},
@@ -34241,11 +5630,29 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1980.0\n",
-      "0.0\n",
-      "{(5, 0): 160, (5, 30): 180, (6, 0): 220, (9, 30): 180, (17, 0): 190, (20, 30): 180, (21, 30): 170, (22, 30): 160, (23, 30): 150}\n"
+      "1439.0\n",
+      "179.0\n",
+      "{(5, 30): 160, (6, 30): 170, (7, 0): 180, (9, 30): 170, (17, 0): 180, (21, 0): 170, (22, 0): 160, (23, 30): 150}\n"
      ]
-    },
+    }
+   ],
+   "source": [
+    "inter_no = 5034\n",
+    "j = 4\n",
+    "cycle = 180\n",
+    "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
+    "    display(infos['missing_dfs'][inter_no][j])\n",
+    "sum_of_durations = infos['missing_dfs'][inter_no][j].시간차이.sum()\n",
+    "print(sum_of_durations)\n",
+    "print(sum_of_durations % cycle)\n",
+    "print(infos['cycles'][inter_no])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 62,
+   "metadata": {},
+   "outputs": [
     {
      "data": {
       "text/html": [
@@ -34292,21 +5699,21 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>1682</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 12:38:50</td>\n",
+       "      <th>1201</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-14 08:59:38</td>\n",
        "      <td>180</td>\n",
-       "      <td>170</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>158</td>\n",
+       "      <td>53</td>\n",
+       "      <td>33</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
        "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>60</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>180.0</td>\n",
@@ -34316,21 +5723,21 @@
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1683</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 12:41:50</td>\n",
+       "      <th>1202</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-14 09:02:38</td>\n",
        "      <td>180</td>\n",
-       "      <td>170</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>158</td>\n",
+       "      <td>53</td>\n",
+       "      <td>33</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
        "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>60</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>180.0</td>\n",
@@ -34340,21 +5747,21 @@
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1684</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 12:44:50</td>\n",
+       "      <th>1203</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-14 09:05:38</td>\n",
        "      <td>180</td>\n",
-       "      <td>170</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>158</td>\n",
+       "      <td>53</td>\n",
+       "      <td>33</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
        "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>60</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>180.0</td>\n",
@@ -34364,100 +5771,148 @@
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1685</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 12:49:13</td>\n",
-       "      <td>70</td>\n",
-       "      <td>72</td>\n",
+       "      <th>1204</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-14 09:10:40</td>\n",
+       "      <td>43</td>\n",
+       "      <td>100</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>0</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>0</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>263.0</td>\n",
+       "      <td>302.0</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1686</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 12:51:19</td>\n",
-       "      <td>126</td>\n",
-       "      <td>18</td>\n",
-       "      <td>25</td>\n",
-       "      <td>37</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <th>1205</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-14 09:13:09</td>\n",
+       "      <td>150</td>\n",
+       "      <td>69</td>\n",
+       "      <td>43</td>\n",
+       "      <td>21</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>25</td>\n",
-       "      <td>37</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <td>21</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>126.0</td>\n",
+       "      <td>149.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1687</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 12:53:51</td>\n",
-       "      <td>152</td>\n",
-       "      <td>170</td>\n",
-       "      <td>28</td>\n",
-       "      <td>60</td>\n",
-       "      <td>20</td>\n",
+       "      <th>1206</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-14 09:17:08</td>\n",
+       "      <td>239</td>\n",
+       "      <td>128</td>\n",
+       "      <td>70</td>\n",
        "      <td>44</td>\n",
+       "      <td>68</td>\n",
+       "      <td>57</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>28</td>\n",
+       "      <td>34</td>\n",
+       "      <td>80</td>\n",
+       "      <td>68</td>\n",
+       "      <td>57</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1207</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-14 09:20:38</td>\n",
+       "      <td>210</td>\n",
+       "      <td>158</td>\n",
+       "      <td>62</td>\n",
+       "      <td>38</td>\n",
        "      <td>60</td>\n",
-       "      <td>20</td>\n",
-       "      <td>44</td>\n",
+       "      <td>50</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>30</td>\n",
+       "      <td>70</td>\n",
+       "      <td>60</td>\n",
+       "      <td>50</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>152.0</td>\n",
+       "      <td>210.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>True</td>\n",
+       "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1688</th>\n",
-       "      <td>5047</td>\n",
-       "      <td>2023-12-15 12:56:50</td>\n",
+       "      <th>1208</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-14 09:23:38</td>\n",
        "      <td>180</td>\n",
-       "      <td>170</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
+       "      <td>159</td>\n",
+       "      <td>53</td>\n",
+       "      <td>33</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
        "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>60</td>\n",
+       "      <td>51</td>\n",
+       "      <td>43</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1209</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-14 09:26:37</td>\n",
+       "      <td>179</td>\n",
+       "      <td>157</td>\n",
+       "      <td>53</td>\n",
+       "      <td>33</td>\n",
+       "      <td>50</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>35</td>\n",
-       "      <td>75</td>\n",
        "      <td>26</td>\n",
-       "      <td>44</td>\n",
+       "      <td>60</td>\n",
+       "      <td>50</td>\n",
+       "      <td>43</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>179.0</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>True</td>\n",
+       "      <td>False</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
@@ -34465,31 +5920,37 @@
       ],
       "text/plain": [
        "      현장교차로ID              수집날짜시각  주기시간  옵셋시간  A링1현시시간  A링2현시시간  A링3현시시간  \\\n",
-       "1682     5047 2023-12-15 12:38:50   180   170       35       75       26   \n",
-       "1683     5047 2023-12-15 12:41:50   180   170       35       75       26   \n",
-       "1684     5047 2023-12-15 12:44:50   180   170       35       75       26   \n",
-       "1685     5047 2023-12-15 12:49:13    70    72        0        0       26   \n",
-       "1686     5047 2023-12-15 12:51:19   126    18       25       37       20   \n",
-       "1687     5047 2023-12-15 12:53:51   152   170       28       60       20   \n",
-       "1688     5047 2023-12-15 12:56:50   180   170       35       75       26   \n",
+       "1201     5034 2023-12-14 08:59:38   180   158       53       33       51   \n",
+       "1202     5034 2023-12-14 09:02:38   180   158       53       33       51   \n",
+       "1203     5034 2023-12-14 09:05:38   180   158       53       33       51   \n",
+       "1204     5034 2023-12-14 09:10:40    43   100        0        0        0   \n",
+       "1205     5034 2023-12-14 09:13:09   150    69       43       21       43   \n",
+       "1206     5034 2023-12-14 09:17:08   239   128       70       44       68   \n",
+       "1207     5034 2023-12-14 09:20:38   210   158       62       38       60   \n",
+       "1208     5034 2023-12-14 09:23:38   180   159       53       33       51   \n",
+       "1209     5034 2023-12-14 09:26:37   179   157       53       33       50   \n",
        "\n",
        "      A링4현시시간  A링5현시시간  A링6현시시간  B링1현시시간  B링2현시시간  B링3현시시간  B링4현시시간  B링5현시시간  \\\n",
-       "1682       44        0        0       35       75       26       44        0   \n",
-       "1683       44        0        0       35       75       26       44        0   \n",
-       "1684       44        0        0       35       75       26       44        0   \n",
-       "1685       44        0        0        0        0       26       44        0   \n",
-       "1686       44        0        0       25       37       20       44        0   \n",
-       "1687       44        0        0       28       60       20       44        0   \n",
-       "1688       44        0        0       35       75       26       44        0   \n",
+       "1201       43        0        0       26       60       51       43        0   \n",
+       "1202       43        0        0       26       60       51       43        0   \n",
+       "1203       43        0        0       26       60       51       43        0   \n",
+       "1204       43        0        0        0        0        0       43        0   \n",
+       "1205       43        0        0       21       43       43       43        0   \n",
+       "1206       57        0        0       34       80       68       57        0   \n",
+       "1207       50        0        0       30       70       60       50        0   \n",
+       "1208       43        0        0       26       60       51       43        0   \n",
+       "1209       43        0        0       26       60       50       43        0   \n",
        "\n",
        "      B링6현시시간   시간차이   결측여부  전이시간여부  주기일치  이상치존재  \n",
-       "1682        0  180.0  False   False  True  False  \n",
-       "1683        0  180.0  False   False  True  False  \n",
-       "1684        0  180.0  False   False  True  False  \n",
-       "1685        0  263.0   True   False  True  False  \n",
-       "1686        0  126.0  False   False  True  False  \n",
-       "1687        0  152.0  False   False  True   True  \n",
-       "1688        0  179.0  False   False  True   True  "
+       "1201        0  180.0  False   False  True  False  \n",
+       "1202        0  180.0  False   False  True  False  \n",
+       "1203        0  180.0  False   False  True  False  \n",
+       "1204        0  302.0   True   False  True  False  \n",
+       "1205        0  149.0  False   False  True  False  \n",
+       "1206        0  239.0   True   False  True  False  \n",
+       "1207        0  210.0  False   False  True  False  \n",
+       "1208        0  180.0  False   False  True  False  \n",
+       "1209        0  179.0  False   False  True  False  "
       ]
      },
      "metadata": {},
@@ -34499,22 +5960,22 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1260.0\n",
-      "0.0\n",
-      "{(5, 0): 160, (5, 30): 180, (6, 0): 220, (9, 30): 180, (17, 0): 190, (20, 30): 180, (21, 30): 170, (22, 30): 160, (23, 30): 150}\n"
+      "1799.0\n",
+      "179.0\n",
+      "{(5, 30): 160, (6, 30): 170, (7, 0): 180, (9, 30): 170, (17, 0): 180, (21, 0): 170, (22, 0): 160, (23, 30): 150}\n"
      ]
     }
    ],
    "source": [
-    "for inter_no in inter_nos:\n",
-    "    for j in range(len(infos['missing_dfs'][inter_no])):\n",
-    "        cycle = 180\n",
-    "        with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
-    "            display(infos['missing_dfs'][inter_no][j])\n",
-    "        sum_of_durations = infos['missing_dfs'][inter_no][j].시간차이.sum()\n",
-    "        print(sum_of_durations)\n",
-    "        print(sum_of_durations % cycle)\n",
-    "        print(infos['cycles'][inter_no])"
+    "inter_no = 5034\n",
+    "j = 5\n",
+    "cycle = 180\n",
+    "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
+    "    display(infos['missing_dfs'][inter_no][j])\n",
+    "sum_of_durations = infos['missing_dfs'][inter_no][j].시간차이.sum()\n",
+    "print(sum_of_durations)\n",
+    "print(sum_of_durations % cycle)\n",
+    "print(infos['cycles'][inter_no])"
    ]
   }
  ],