diff --git a/1221_analyze_history_ctrl.ipynb b/1221_analyze_history_ctrl.ipynb
index bbc2c5a..bacd2e5 100644
--- a/1221_analyze_history_ctrl.ipynb
+++ b/1221_analyze_history_ctrl.ipynb
@@ -175,7 +175,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 98,
+   "execution_count": 99,
    "metadata": {},
    "outputs": [
     {
@@ -2289,7 +2289,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "j=11 : ..., 1, 0, 1, ...\n"
+      "j=11 : ..., 1, 0, 0, 1, ...\n"
      ]
     },
     {
@@ -2759,313 +2759,313 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>2864</th>\n",
-       "      <td>5032</td>\n",
-       "      <td>2023-12-13 17:27:58</td>\n",
+       "      <th>6270</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 18:02:39</td>\n",
        "      <td>3</td>\n",
        "      <td>1</td>\n",
        "      <td>180</td>\n",
-       "      <td>58</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
+       "      <td>159</td>\n",
+       "      <td>57</td>\n",
+       "      <td>33</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
        "      <td>...</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
-       "      <td>26</td>\n",
+       "      <td>31</td>\n",
+       "      <td>59</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2865</th>\n",
-       "      <td>5032</td>\n",
-       "      <td>2023-12-13 17:30:58</td>\n",
+       "      <th>6271</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 18:05:39</td>\n",
        "      <td>3</td>\n",
        "      <td>1</td>\n",
        "      <td>180</td>\n",
-       "      <td>58</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
+       "      <td>159</td>\n",
+       "      <td>57</td>\n",
+       "      <td>33</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
        "      <td>...</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
-       "      <td>26</td>\n",
+       "      <td>31</td>\n",
+       "      <td>59</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2866</th>\n",
-       "      <td>5032</td>\n",
-       "      <td>2023-12-13 17:33:58</td>\n",
+       "      <th>6272</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 18:08:39</td>\n",
        "      <td>3</td>\n",
        "      <td>1</td>\n",
        "      <td>180</td>\n",
-       "      <td>58</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
+       "      <td>159</td>\n",
+       "      <td>57</td>\n",
+       "      <td>33</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
        "      <td>...</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
-       "      <td>26</td>\n",
+       "      <td>31</td>\n",
+       "      <td>59</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2867</th>\n",
-       "      <td>5032</td>\n",
-       "      <td>2023-12-13 17:36:58</td>\n",
+       "      <th>6273</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 18:11:39</td>\n",
        "      <td>3</td>\n",
        "      <td>1</td>\n",
        "      <td>180</td>\n",
-       "      <td>58</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
+       "      <td>159</td>\n",
+       "      <td>57</td>\n",
+       "      <td>33</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
        "      <td>...</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
-       "      <td>26</td>\n",
+       "      <td>31</td>\n",
+       "      <td>59</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2868</th>\n",
-       "      <td>5032</td>\n",
-       "      <td>2023-12-13 17:39:58</td>\n",
+       "      <th>6274</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 18:14:39</td>\n",
        "      <td>3</td>\n",
        "      <td>1</td>\n",
        "      <td>180</td>\n",
-       "      <td>58</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
+       "      <td>159</td>\n",
+       "      <td>57</td>\n",
+       "      <td>33</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
        "      <td>...</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
-       "      <td>26</td>\n",
+       "      <td>31</td>\n",
+       "      <td>59</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2869</th>\n",
-       "      <td>5032</td>\n",
-       "      <td>2023-12-13 17:43:18</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>200</td>\n",
-       "      <td>79</td>\n",
-       "      <td>24</td>\n",
-       "      <td>87</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
+       "      <th>6275</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 18:17:37</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>178</td>\n",
+       "      <td>158</td>\n",
+       "      <td>57</td>\n",
+       "      <td>33</td>\n",
+       "      <td>45</td>\n",
+       "      <td>43</td>\n",
        "      <td>...</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>24</td>\n",
-       "      <td>87</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
-       "      <td>26</td>\n",
+       "      <td>31</td>\n",
+       "      <td>59</td>\n",
+       "      <td>45</td>\n",
+       "      <td>43</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2870</th>\n",
-       "      <td>5032</td>\n",
-       "      <td>2023-12-13 17:45:57</td>\n",
+       "      <th>6276</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 18:19:05</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>57</td>\n",
+       "      <td>65</td>\n",
+       "      <td>57</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>159</td>\n",
-       "      <td>58</td>\n",
-       "      <td>28</td>\n",
-       "      <td>34</td>\n",
-       "      <td>30</td>\n",
-       "      <td>37</td>\n",
        "      <td>...</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>28</td>\n",
-       "      <td>34</td>\n",
-       "      <td>30</td>\n",
-       "      <td>37</td>\n",
-       "      <td>30</td>\n",
+       "      <td>31</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2871</th>\n",
-       "      <td>5032</td>\n",
-       "      <td>2023-12-13 17:48:57</td>\n",
-       "      <td>3</td>\n",
-       "      <td>1</td>\n",
+       "      <th>6277</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 18:22:05</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
        "      <td>180</td>\n",
-       "      <td>58</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
+       "      <td>65</td>\n",
+       "      <td>57</td>\n",
+       "      <td>33</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
        "      <td>...</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
-       "      <td>26</td>\n",
+       "      <td>31</td>\n",
+       "      <td>59</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2872</th>\n",
-       "      <td>5032</td>\n",
-       "      <td>2023-12-13 17:51:57</td>\n",
-       "      <td>3</td>\n",
-       "      <td>1</td>\n",
-       "      <td>180</td>\n",
-       "      <td>58</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
+       "      <th>6278</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 18:24:35</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>150</td>\n",
+       "      <td>35</td>\n",
+       "      <td>43</td>\n",
+       "      <td>21</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
        "      <td>...</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
-       "      <td>26</td>\n",
+       "      <td>21</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2873</th>\n",
-       "      <td>5032</td>\n",
-       "      <td>2023-12-13 17:54:57</td>\n",
+       "      <th>6279</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 18:28:35</td>\n",
        "      <td>3</td>\n",
-       "      <td>1</td>\n",
-       "      <td>180</td>\n",
-       "      <td>58</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
+       "      <td>2</td>\n",
+       "      <td>240</td>\n",
+       "      <td>95</td>\n",
+       "      <td>76</td>\n",
+       "      <td>44</td>\n",
+       "      <td>60</td>\n",
+       "      <td>60</td>\n",
        "      <td>...</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
-       "      <td>26</td>\n",
+       "      <td>41</td>\n",
+       "      <td>79</td>\n",
+       "      <td>60</td>\n",
+       "      <td>60</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2874</th>\n",
-       "      <td>5032</td>\n",
-       "      <td>2023-12-13 17:57:57</td>\n",
+       "      <th>6280</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 18:32:35</td>\n",
        "      <td>3</td>\n",
-       "      <td>1</td>\n",
-       "      <td>180</td>\n",
-       "      <td>58</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
+       "      <td>2</td>\n",
+       "      <td>240</td>\n",
+       "      <td>155</td>\n",
+       "      <td>76</td>\n",
+       "      <td>44</td>\n",
+       "      <td>60</td>\n",
+       "      <td>60</td>\n",
        "      <td>...</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
-       "      <td>26</td>\n",
+       "      <td>41</td>\n",
+       "      <td>79</td>\n",
+       "      <td>60</td>\n",
+       "      <td>60</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2875</th>\n",
-       "      <td>5032</td>\n",
-       "      <td>2023-12-13 18:00:57</td>\n",
+       "      <th>6281</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 18:35:39</td>\n",
        "      <td>3</td>\n",
        "      <td>1</td>\n",
-       "      <td>180</td>\n",
+       "      <td>184</td>\n",
+       "      <td>159</td>\n",
        "      <td>58</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
+       "      <td>34</td>\n",
+       "      <td>46</td>\n",
+       "      <td>46</td>\n",
        "      <td>...</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
-       "      <td>26</td>\n",
+       "      <td>32</td>\n",
+       "      <td>60</td>\n",
+       "      <td>46</td>\n",
+       "      <td>46</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2876</th>\n",
-       "      <td>5032</td>\n",
-       "      <td>2023-12-13 18:03:57</td>\n",
+       "      <th>6282</th>\n",
+       "      <td>5034</td>\n",
+       "      <td>2023-12-12 18:38:39</td>\n",
        "      <td>3</td>\n",
        "      <td>1</td>\n",
        "      <td>180</td>\n",
-       "      <td>58</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
+       "      <td>159</td>\n",
+       "      <td>57</td>\n",
+       "      <td>33</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
        "      <td>...</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>26</td>\n",
-       "      <td>37</td>\n",
-       "      <td>26</td>\n",
+       "      <td>31</td>\n",
+       "      <td>59</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -3077,49 +3077,49 @@
       ],
       "text/plain": [
        "      현장교차로ID              수집날짜시각  제어구분코드  제어상태코드  주기시간  옵셋시간  A링1현시시간  \\\n",
-       "2864     5032 2023-12-13 17:27:58       3       1   180    58       24   \n",
-       "2865     5032 2023-12-13 17:30:58       3       1   180    58       24   \n",
-       "2866     5032 2023-12-13 17:33:58       3       1   180    58       24   \n",
-       "2867     5032 2023-12-13 17:36:58       3       1   180    58       24   \n",
-       "2868     5032 2023-12-13 17:39:58       3       1   180    58       24   \n",
-       "2869     5032 2023-12-13 17:43:18       0       0   200    79       24   \n",
-       "2870     5032 2023-12-13 17:45:57       0       0   159    58       28   \n",
-       "2871     5032 2023-12-13 17:48:57       3       1   180    58       24   \n",
-       "2872     5032 2023-12-13 17:51:57       3       1   180    58       24   \n",
-       "2873     5032 2023-12-13 17:54:57       3       1   180    58       24   \n",
-       "2874     5032 2023-12-13 17:57:57       3       1   180    58       24   \n",
-       "2875     5032 2023-12-13 18:00:57       3       1   180    58       24   \n",
-       "2876     5032 2023-12-13 18:03:57       3       1   180    58       24   \n",
+       "6270     5034 2023-12-12 18:02:39       3       1   180   159       57   \n",
+       "6271     5034 2023-12-12 18:05:39       3       1   180   159       57   \n",
+       "6272     5034 2023-12-12 18:08:39       3       1   180   159       57   \n",
+       "6273     5034 2023-12-12 18:11:39       3       1   180   159       57   \n",
+       "6274     5034 2023-12-12 18:14:39       3       1   180   159       57   \n",
+       "6275     5034 2023-12-12 18:17:37       3       1   178   158       57   \n",
+       "6276     5034 2023-12-12 18:19:05       0       0    57    65       57   \n",
+       "6277     5034 2023-12-12 18:22:05       0       0   180    65       57   \n",
+       "6278     5034 2023-12-12 18:24:35       0       0   150    35       43   \n",
+       "6279     5034 2023-12-12 18:28:35       3       2   240    95       76   \n",
+       "6280     5034 2023-12-12 18:32:35       3       2   240   155       76   \n",
+       "6281     5034 2023-12-12 18:35:39       3       1   184   159       58   \n",
+       "6282     5034 2023-12-12 18:38:39       3       1   180   159       57   \n",
        "\n",
        "      A링2현시시간  A링3현시시간  A링4현시시간  ...  A링7현시시간  A링8현시시간  B링1현시시간  B링2현시시간  \\\n",
-       "2864       67       26       37  ...        0        0       24       67   \n",
-       "2865       67       26       37  ...        0        0       24       67   \n",
-       "2866       67       26       37  ...        0        0       24       67   \n",
-       "2867       67       26       37  ...        0        0       24       67   \n",
-       "2868       67       26       37  ...        0        0       24       67   \n",
-       "2869       87       26       37  ...        0        0       24       87   \n",
-       "2870       34       30       37  ...        0        0       28       34   \n",
-       "2871       67       26       37  ...        0        0       24       67   \n",
-       "2872       67       26       37  ...        0        0       24       67   \n",
-       "2873       67       26       37  ...        0        0       24       67   \n",
-       "2874       67       26       37  ...        0        0       24       67   \n",
-       "2875       67       26       37  ...        0        0       24       67   \n",
-       "2876       67       26       37  ...        0        0       24       67   \n",
+       "6270       33       45       45  ...        0        0       31       59   \n",
+       "6271       33       45       45  ...        0        0       31       59   \n",
+       "6272       33       45       45  ...        0        0       31       59   \n",
+       "6273       33       45       45  ...        0        0       31       59   \n",
+       "6274       33       45       45  ...        0        0       31       59   \n",
+       "6275       33       45       43  ...        0        0       31       59   \n",
+       "6276        0        0        0  ...        0        0       31        0   \n",
+       "6277       33       45       45  ...        0        0       31       59   \n",
+       "6278       21       43       43  ...        0        0       21       43   \n",
+       "6279       44       60       60  ...        0        0       41       79   \n",
+       "6280       44       60       60  ...        0        0       41       79   \n",
+       "6281       34       46       46  ...        0        0       32       60   \n",
+       "6282       33       45       45  ...        0        0       31       59   \n",
        "\n",
        "      B링3현시시간  B링4현시시간  B링5현시시간  B링6현시시간  B링7현시시간  B링8현시시간  \n",
-       "2864       26       37       26        0        0        0  \n",
-       "2865       26       37       26        0        0        0  \n",
-       "2866       26       37       26        0        0        0  \n",
-       "2867       26       37       26        0        0        0  \n",
-       "2868       26       37       26        0        0        0  \n",
-       "2869       26       37       26        0        0        0  \n",
-       "2870       30       37       30        0        0        0  \n",
-       "2871       26       37       26        0        0        0  \n",
-       "2872       26       37       26        0        0        0  \n",
-       "2873       26       37       26        0        0        0  \n",
-       "2874       26       37       26        0        0        0  \n",
-       "2875       26       37       26        0        0        0  \n",
-       "2876       26       37       26        0        0        0  \n",
+       "6270       45       45        0        0        0        0  \n",
+       "6271       45       45        0        0        0        0  \n",
+       "6272       45       45        0        0        0        0  \n",
+       "6273       45       45        0        0        0        0  \n",
+       "6274       45       45        0        0        0        0  \n",
+       "6275       45       43        0        0        0        0  \n",
+       "6276        0        0        0        0        0        0  \n",
+       "6277       45       45        0        0        0        0  \n",
+       "6278       43       43        0        0        0        0  \n",
+       "6279       60       60        0        0        0        0  \n",
+       "6280       60       60        0        0        0        0  \n",
+       "6281       46       46        0        0        0        0  \n",
+       "6282       45       45        0        0        0        0  \n",
        "\n",
        "[13 rows x 22 columns]"
       ]
@@ -7318,15 +7318,15 @@
     "display(hstr.iloc[range(S0[j] - k + 1, S0[j] + k)])\n",
     "\n",
     "j = 11\n",
-    "print(\"j=11 : ..., 1, 0, 1, ...\")\n",
+    "print(\"j=11 : ..., 1, 0, 0, 1, ...\")\n",
     "display(hstr.iloc[range(S0[j] - k + 1, S0[j] + k)])\n",
     "\n",
-    "j = 12\n",
+    "j = 20\n",
     "print(\"j=20 : ..., 1, 0, 0, 0, 2, 2, 1, ...\")\n",
     "display(hstr.iloc[range(S0[j] - k + 1, S0[j] + k)])\n",
     "\n",
     "j = 24\n",
-    "print(\"j=24 : ..., 1, 0, 0, 2, 2, 2, 2, 2, 2, 3, 3, ...\")\n",
+    "print(\"j=24 : ..., 1, 0, 0, 2, 2, 2, 2, 2, 3, 3, ...\")\n",
     "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
     "    display(hstr.iloc[range(S0[j] - k + 1, S0[j] + k + 90)])\n",
     "\n",
@@ -7335,11 +7335,11 @@
     "display(hstr.iloc[range(S0[j] - k + 1, S0[j] + k)])\n",
     "\n",
     "j = 111\n",
-    "print(\"j=111 : ..., 1, 0, 0, 2, 2, 2, 2, 1\")\n",
+    "print(\"j=111 : ..., 1, 0, 0, 2, 2, 2, 2, 1, ...\")\n",
     "display(hstr.iloc[range(S0[j] - k + 1, S0[j] + k)])\n",
     "\n",
     "j = 132\n",
-    "print(\"j=132 : ..., 1, 0, 0, ....\")\n",
+    "print(\"j=132 : ..., 1, 0, 0, ..., 0, 1, ...\")\n",
     "display(hstr.iloc[range(S0[j] - k + 1, S0[j] + k+1891)])"
    ]
   },