diff --git a/Analysis/0411_unp-left_p-right-uturn/debug.py b/Analysis/0411_unp-left_p-right-uturn/debug.py
index 46f0b08e4..dcaccb4f7 100644
--- a/Analysis/0411_unp-left_p-right-uturn/debug.py
+++ b/Analysis/0411_unp-left_p-right-uturn/debug.py
@@ -11,7 +11,28 @@ self.load_data() # 1
 self.make_match1() # 2-1
 self.make_match2() # 2-2
 self.make_match3() # 2-3
-self.make_match4() # 2-4
-self.make_match5() # 2-5
-self.make_match6() # 2-6
-print(self.match6[:30])
+
+# helper dictionaries
+im2inc_angle = dict() # a dictionary that maps (inter_no, move_no) to inc_angle
+im2out_angle = dict() # a dictionary that maps (inter_no, move_no) to out_angle
+for row in self.angle.itertuples():
+    inter_no = row.inter_no
+    move_no = row.move_no
+    angle_code = row.angle_code
+    im2inc_angle[(inter_no, move_no)] = angle_code[:3]
+    im2out_angle[(inter_no, move_no)] = angle_code[3:]
+for inter_no in self.inter_nos:
+    im2inc_angle[(inter_no, 17)] = np.nan
+    im2out_angle[(inter_no, 17)] = np.nan
+    im2inc_angle[(inter_no, 18)] = np.nan
+    im2out_angle[(inter_no, 18)] = np.nan
+
+# 진입, 진출 방위각 매칭
+self.match4 = self.match3.copy()
+for i, row in self.match4.iterrows():
+    inter_no = row.inter_no
+    move_no = row.move_no
+    self.match4.at[i, 'inc_angle'] = im2inc_angle[(inter_no, move_no)]
+    self.match4.at[i, 'out_angle'] = im2out_angle[(inter_no, move_no)]
+self.match4.head()
+
diff --git a/Data/tables/history.csv b/Data/tables/history.csv
index 3788bd1f6..9b8ab9aed 100644
--- a/Data/tables/history.csv
+++ b/Data/tables/history.csv
@@ -1,4073 +1,4128 @@
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+201,1704466690,36,50,18,58,18,0,0,0,36,50,18,58,18,0,0,0,180,137
+206,1704466700,46,62,26,26,0,0,0,0,46,62,26,26,0,0,0,0,160,10
+210,1704466700,43,47,75,25,0,0,0,0,24,66,75,25,0,0,0,0,190,143
 175,1704466720,46,48,55,41,0,0,0,0,46,48,37,59,0,0,0,0,190,18
diff --git a/Data/tables/plan.csv b/Data/tables/plan.csv
index b78a62a73..06aa94d49 100644
--- a/Data/tables/plan.csv
+++ b/Data/tables/plan.csv
@@ -1,8 +1,8 @@
 inter_no,start_hour,start_minute,dura_A1,dura_A2,dura_A3,dura_A4,dura_A5,dura_A6,dura_A7,dura_A8,dura_B1,dura_B2,dura_B3,dura_B4,dura_B5,dura_B6,dura_B7,dura_B8,cycle,offset,yellow_A1,yellow_B1,yellow_A2,yellow_B2,yellow_A3,yellow_B3,yellow_A4,yellow_B4,yellow_A5,yellow_B5,yellow_A6,yellow_B6,yellow_A7,yellow_B7,yellow_A8,yellow_B8,red_A1,red_B1,red_A2,red_B2,red_A3,red_B3,red_A4,red_B4,red_A5,red_B5,red_A6,red_B6,red_A7,red_B7,red_A8,red_B8
-175,00,00,37,39,55,29,0,0,0,0,37,39,25,59,0,0,0,0,160,57,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
-175,07,00,40,42,55,33,0,0,0,0,40,42,29,59,0,0,0,0,170,40,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
-175,09,00,43,45,55,37,0,0,0,0,43,45,33,59,0,0,0,0,180,28,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
-175,18,30,46,48,55,41,0,0,0,0,46,48,37,59,0,0,0,0,190,18,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
+175,00,00,37,39,55,29,0,0,0,0,37,39,25,59,0,0,0,0,160,57,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+175,07,00,40,42,55,33,0,0,0,0,40,42,29,59,0,0,0,0,170,40,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+175,09,00,43,45,55,37,0,0,0,0,43,45,33,59,0,0,0,0,180,28,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+175,18,30,46,48,55,41,0,0,0,0,46,48,37,59,0,0,0,0,190,18,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
 176,00,00,37,73,40,0,0,0,0,0,37,73,40,0,0,0,0,0,150,131,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
 176,07,00,37,93,40,0,0,0,0,0,37,93,40,0,0,0,0,0,170,153,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
 176,09,00,37,103,40,0,0,0,0,0,37,103,40,0,0,0,0,0,180,169,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
@@ -11,23 +11,23 @@ inter_no,start_hour,start_minute,dura_A1,dura_A2,dura_A3,dura_A4,dura_A5,dura_A6
 177,07,00,40,25,71,34,0,0,0,0,40,25,71,34,0,0,0,0,170,33,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
 177,09,00,43,27,70,40,0,0,0,0,43,27,70,40,0,0,0,0,180,41,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
 177,18,30,45,32,77,36,0,0,0,0,45,32,77,36,0,0,0,0,190,49,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
-178,00,00,38,39,40,23,0,0,0,0,38,39,40,23,0,0,0,0,140,50,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
-178,07,00,38,39,42,41,0,0,0,0,38,39,62,21,0,0,0,0,160,90,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
-178,09,00,38,39,43,50,0,0,0,0,38,39,71,22,0,0,0,0,170,80,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
-178,18,30,38,39,44,59,0,0,0,0,38,39,80,23,0,0,0,0,180,75,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
-201,00,00,24,24,17,58,17,0,0,0,24,24,17,58,17,0,0,0,140,133,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
-201,07,00,30,36,18,58,18,0,0,0,30,36,18,58,18,0,0,0,160,132,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
-201,09,00,33,36,25,58,18,0,0,0,33,36,25,58,18,0,0,0,170,134,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
-201,18,30,36,50,18,58,18,0,0,0,36,50,18,58,18,0,0,0,180,137,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
-202,00,00,39,101,0,0,0,0,0,0,39,101,0,0,0,0,0,0,140,103,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
-202,07,00,46,114,0,0,0,0,0,0,46,114,0,0,0,0,0,0,160,103,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
-202,09,00,46,114,0,0,0,0,0,0,46,114,0,0,0,0,0,0,160,103,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
-202,18,30,48,122,0,0,0,0,0,0,48,122,0,0,0,0,0,0,170,103,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
-206,00,00,33,35,26,26,0,0,0,0,33,35,26,26,0,0,0,0,120,10,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
-206,07,00,44,44,26,26,0,0,0,0,44,44,26,26,0,0,0,0,140,7,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
-206,09,00,45,53,26,26,0,0,0,0,45,53,26,26,0,0,0,0,150,17,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
-206,18,30,46,62,26,26,0,0,0,0,46,62,26,26,0,0,0,0,160,10,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
-210,00,00,43,29,56,22,0,0,0,0,24,48,56,22,0,0,0,0,150,115,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
-210,07,00,43,39,65,23,0,0,0,0,24,58,65,23,0,0,0,0,170,131,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
-210,09,00,43,43,70,24,0,0,0,0,28,58,70,24,0,0,0,0,180,137,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
-210,18,30,43,47,75,25,0,0,0,0,24,66,75,25,0,0,0,0,190,143,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+178,00,00,38,39,40,23,0,0,0,0,38,39,40,23,0,0,0,0,140,50,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+178,07,00,38,39,42,41,0,0,0,0,38,39,62,21,0,0,0,0,160,90,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+178,09,00,38,39,43,50,0,0,0,0,38,39,71,22,0,0,0,0,170,80,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+178,18,30,38,39,44,59,0,0,0,0,38,39,80,23,0,0,0,0,180,75,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+201,00,00,24,24,17,58,17,0,0,0,24,24,17,58,17,0,0,0,140,133,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+201,07,00,30,36,18,58,18,0,0,0,30,36,18,58,18,0,0,0,160,132,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+201,09,00,33,36,25,58,18,0,0,0,33,36,25,58,18,0,0,0,170,134,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+201,18,30,36,50,18,58,18,0,0,0,36,50,18,58,18,0,0,0,180,137,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+202,00,00,39,101,0,0,0,0,0,0,39,101,0,0,0,0,0,0,140,103,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+202,07,00,46,114,0,0,0,0,0,0,46,114,0,0,0,0,0,0,160,103,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+202,09,00,46,114,0,0,0,0,0,0,46,114,0,0,0,0,0,0,160,103,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+202,18,30,48,122,0,0,0,0,0,0,48,122,0,0,0,0,0,0,170,103,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+206,00,00,33,35,26,26,0,0,0,0,33,35,26,26,0,0,0,0,120,10,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
+206,07,00,44,44,26,26,0,0,0,0,44,44,26,26,0,0,0,0,140,7,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
+206,09,00,45,53,26,26,0,0,0,0,45,53,26,26,0,0,0,0,150,17,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
+206,18,30,46,62,26,26,0,0,0,0,46,62,26,26,0,0,0,0,160,10,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
+210,00,00,43,29,56,22,0,0,0,0,24,48,56,22,0,0,0,0,150,115,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
+210,07,00,43,39,65,23,0,0,0,0,24,58,65,23,0,0,0,0,170,131,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
+210,09,00,43,43,70,24,0,0,0,0,28,58,70,24,0,0,0,0,180,137,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
+210,18,30,43,47,75,25,0,0,0,0,24,66,75,25,0,0,0,0,190,143,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
diff --git a/Data/tables/raw_tables/0409_make_sample_table.ipynb b/Data/tables/raw_tables/0409_make_sample_table.ipynb
index 950c30f7c..b7a10a025 100644
--- a/Data/tables/raw_tables/0409_make_sample_table.ipynb
+++ b/Data/tables/raw_tables/0409_make_sample_table.ipynb
@@ -229,14 +229,14 @@
        "      <td>175</td>\n",
        "      <td>179004</td>\n",
        "      <td>001095</td>\n",
-       "      <td>090270</td>\n",
-       "      <td>268000</td>\n",
+       "      <td>092270</td>\n",
+       "      <td>268358</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>003176</td>\n",
-       "      <td>179270</td>\n",
+       "      <td>179271</td>\n",
        "      <td>090180</td>\n",
        "      <td>270090</td>\n",
        "      <td>NaN</td>\n",
@@ -390,7 +390,7 @@
       ],
       "text/plain": [
        "   inter_no angle_A1 angle_A2 angle_A3 angle_A4 angle_A5  angle_A6  angle_A7  \\\n",
-       "0       175   179004   001095   090270   268000      NaN       NaN       NaN   \n",
+       "0       175   179004   001095   092270   268358      NaN       NaN       NaN   \n",
        "1       176   180000   180000   270356      NaN      NaN       NaN       NaN   \n",
        "2       177   180000   000090     stop   268000      NaN       NaN       NaN   \n",
        "3       178   180000   000090   270000   090270      NaN       NaN       NaN   \n",
@@ -400,7 +400,7 @@
        "7       210   090270   268000   359090   180000      NaN       NaN       NaN   \n",
        "\n",
        "   angle_A8 angle_B1 angle_B2 angle_B3 angle_B4 angle_B5  angle_B6  angle_B7  \\\n",
-       "0       NaN   003176   179270   090180   270090      NaN       NaN       NaN   \n",
+       "0       NaN   003176   179271   090180   270090      NaN       NaN       NaN   \n",
        "1       NaN   359180   180270      NaN      NaN      NaN       NaN       NaN   \n",
        "2       NaN   001176   179270      NaN   090180      NaN       NaN       NaN   \n",
        "3       NaN   000180   180270   270090   090180      NaN       NaN       NaN   \n",
@@ -1052,38 +1052,38 @@
        "      <td>0</td>\n",
        "      <td>150</td>\n",
        "      <td>35</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
@@ -1108,38 +1108,38 @@
        "      <td>0</td>\n",
        "      <td>170</td>\n",
        "      <td>33</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
@@ -1164,38 +1164,38 @@
        "      <td>0</td>\n",
        "      <td>180</td>\n",
        "      <td>41</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
@@ -1220,6 +1220,62 @@
        "      <td>0</td>\n",
        "      <td>190</td>\n",
        "      <td>49</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>178</td>\n",
+       "      <td>00</td>\n",
+       "      <td>00</td>\n",
+       "      <td>38</td>\n",
+       "      <td>39</td>\n",
+       "      <td>40</td>\n",
+       "      <td>23</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>38</td>\n",
+       "      <td>39</td>\n",
+       "      <td>40</td>\n",
+       "      <td>23</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>140</td>\n",
+       "      <td>50</td>\n",
        "      <td>4</td>\n",
        "      <td>4</td>\n",
        "      <td>4</td>\n",
@@ -1236,78 +1292,22 @@
        "      <td>4</td>\n",
        "      <td>4</td>\n",
        "      <td>4</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>178</td>\n",
-       "      <td>00</td>\n",
-       "      <td>00</td>\n",
-       "      <td>38</td>\n",
-       "      <td>39</td>\n",
-       "      <td>40</td>\n",
-       "      <td>23</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>38</td>\n",
-       "      <td>39</td>\n",
-       "      <td>40</td>\n",
-       "      <td>23</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>140</td>\n",
-       "      <td>50</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
@@ -1332,38 +1332,38 @@
        "      <td>0</td>\n",
        "      <td>160</td>\n",
        "      <td>90</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
@@ -1388,38 +1388,38 @@
        "      <td>0</td>\n",
        "      <td>170</td>\n",
        "      <td>80</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>15</th>\n",
@@ -1444,38 +1444,38 @@
        "      <td>0</td>\n",
        "      <td>180</td>\n",
        "      <td>75</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
@@ -1724,230 +1724,62 @@
        "      <td>0</td>\n",
        "      <td>140</td>\n",
        "      <td>103</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>202</td>\n",
-       "      <td>07</td>\n",
-       "      <td>00</td>\n",
-       "      <td>46</td>\n",
-       "      <td>114</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>46</td>\n",
-       "      <td>114</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>160</td>\n",
-       "      <td>103</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>202</td>\n",
-       "      <td>09</td>\n",
-       "      <td>00</td>\n",
-       "      <td>46</td>\n",
-       "      <td>114</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>46</td>\n",
-       "      <td>114</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>160</td>\n",
-       "      <td>103</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>202</td>\n",
-       "      <td>18</td>\n",
-       "      <td>30</td>\n",
-       "      <td>48</td>\n",
-       "      <td>122</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>48</td>\n",
-       "      <td>122</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>170</td>\n",
-       "      <td>103</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>206</td>\n",
-       "      <td>00</td>\n",
+       "      <th>21</th>\n",
+       "      <td>202</td>\n",
+       "      <td>07</td>\n",
        "      <td>00</td>\n",
-       "      <td>33</td>\n",
-       "      <td>35</td>\n",
-       "      <td>26</td>\n",
-       "      <td>26</td>\n",
+       "      <td>46</td>\n",
+       "      <td>114</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>33</td>\n",
-       "      <td>35</td>\n",
-       "      <td>26</td>\n",
-       "      <td>26</td>\n",
        "      <td>0</td>\n",
+       "      <td>46</td>\n",
+       "      <td>114</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>120</td>\n",
-       "      <td>10</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>103</td>\n",
        "      <td>3</td>\n",
        "      <td>3</td>\n",
        "      <td>3</td>\n",
@@ -1982,28 +1814,28 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>206</td>\n",
-       "      <td>07</td>\n",
+       "      <th>22</th>\n",
+       "      <td>202</td>\n",
+       "      <td>09</td>\n",
        "      <td>00</td>\n",
-       "      <td>44</td>\n",
-       "      <td>44</td>\n",
-       "      <td>26</td>\n",
-       "      <td>26</td>\n",
+       "      <td>46</td>\n",
+       "      <td>114</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>44</td>\n",
-       "      <td>44</td>\n",
-       "      <td>26</td>\n",
-       "      <td>26</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>46</td>\n",
+       "      <td>114</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>140</td>\n",
-       "      <td>7</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>103</td>\n",
        "      <td>3</td>\n",
        "      <td>3</td>\n",
        "      <td>3</td>\n",
@@ -2038,28 +1870,28 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>206</td>\n",
-       "      <td>09</td>\n",
-       "      <td>00</td>\n",
-       "      <td>45</td>\n",
-       "      <td>53</td>\n",
-       "      <td>26</td>\n",
-       "      <td>26</td>\n",
+       "      <th>23</th>\n",
+       "      <td>202</td>\n",
+       "      <td>18</td>\n",
+       "      <td>30</td>\n",
+       "      <td>48</td>\n",
+       "      <td>122</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>45</td>\n",
-       "      <td>53</td>\n",
-       "      <td>26</td>\n",
-       "      <td>26</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>48</td>\n",
+       "      <td>122</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>150</td>\n",
-       "      <td>17</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>170</td>\n",
+       "      <td>103</td>\n",
        "      <td>3</td>\n",
        "      <td>3</td>\n",
        "      <td>3</td>\n",
@@ -2094,6 +1926,174 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>206</td>\n",
+       "      <td>00</td>\n",
+       "      <td>00</td>\n",
+       "      <td>33</td>\n",
+       "      <td>35</td>\n",
+       "      <td>26</td>\n",
+       "      <td>26</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>33</td>\n",
+       "      <td>35</td>\n",
+       "      <td>26</td>\n",
+       "      <td>26</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>120</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>206</td>\n",
+       "      <td>07</td>\n",
+       "      <td>00</td>\n",
+       "      <td>44</td>\n",
+       "      <td>44</td>\n",
+       "      <td>26</td>\n",
+       "      <td>26</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>44</td>\n",
+       "      <td>44</td>\n",
+       "      <td>26</td>\n",
+       "      <td>26</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>140</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>206</td>\n",
+       "      <td>09</td>\n",
+       "      <td>00</td>\n",
+       "      <td>45</td>\n",
+       "      <td>53</td>\n",
+       "      <td>26</td>\n",
+       "      <td>26</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>45</td>\n",
+       "      <td>53</td>\n",
+       "      <td>26</td>\n",
+       "      <td>26</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>150</td>\n",
+       "      <td>17</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
        "      <th>27</th>\n",
        "      <td>206</td>\n",
        "      <td>18</td>\n",
@@ -2116,38 +2116,38 @@
        "      <td>0</td>\n",
        "      <td>160</td>\n",
        "      <td>10</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>28</th>\n",
@@ -2172,22 +2172,22 @@
        "      <td>0</td>\n",
        "      <td>150</td>\n",
        "      <td>115</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
        "      <td>2</td>\n",
        "      <td>2</td>\n",
        "      <td>2</td>\n",
@@ -2228,22 +2228,22 @@
        "      <td>0</td>\n",
        "      <td>170</td>\n",
        "      <td>131</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
        "      <td>2</td>\n",
        "      <td>2</td>\n",
        "      <td>2</td>\n",
@@ -2284,22 +2284,22 @@
        "      <td>0</td>\n",
        "      <td>180</td>\n",
        "      <td>137</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
        "      <td>2</td>\n",
        "      <td>2</td>\n",
        "      <td>2</td>\n",
@@ -2340,22 +2340,22 @@
        "      <td>0</td>\n",
        "      <td>190</td>\n",
        "      <td>143</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
        "      <td>2</td>\n",
        "      <td>2</td>\n",
        "      <td>2</td>\n",
@@ -2455,30 +2455,30 @@
        "5         0        0        0        0    170     153          4          4   \n",
        "6         0        0        0        0    180     169          4          4   \n",
        "7         0        0        0        0    190     185          4          4   \n",
-       "8         0        0        0        0    150      35          4          4   \n",
-       "9         0        0        0        0    170      33          4          4   \n",
-       "10        0        0        0        0    180      41          4          4   \n",
-       "11        0        0        0        0    190      49          4          4   \n",
-       "12        0        0        0        0    140      50          3          3   \n",
-       "13        0        0        0        0    160      90          3          3   \n",
-       "14        0        0        0        0    170      80          3          3   \n",
-       "15        0        0        0        0    180      75          3          3   \n",
+       "8         0        0        0        0    150      35          5          5   \n",
+       "9         0        0        0        0    170      33          5          5   \n",
+       "10        0        0        0        0    180      41          5          5   \n",
+       "11        0        0        0        0    190      49          5          5   \n",
+       "12        0        0        0        0    140      50          4          4   \n",
+       "13        0        0        0        0    160      90          4          4   \n",
+       "14        0        0        0        0    170      80          4          4   \n",
+       "15        0        0        0        0    180      75          4          4   \n",
        "16       17        0        0        0    140     133          4          4   \n",
        "17       18        0        0        0    160     132          4          4   \n",
        "18       18        0        0        0    170     134          4          4   \n",
        "19       18        0        0        0    180     137          4          4   \n",
-       "20        0        0        0        0    140     103          4          4   \n",
-       "21        0        0        0        0    160     103          4          4   \n",
-       "22        0        0        0        0    160     103          4          4   \n",
-       "23        0        0        0        0    170     103          4          4   \n",
-       "24        0        0        0        0    120      10          3          3   \n",
-       "25        0        0        0        0    140       7          3          3   \n",
-       "26        0        0        0        0    150      17          3          3   \n",
-       "27        0        0        0        0    160      10          3          3   \n",
-       "28        0        0        0        0    150     115          5          5   \n",
-       "29        0        0        0        0    170     131          5          5   \n",
-       "30        0        0        0        0    180     137          5          5   \n",
-       "31        0        0        0        0    190     143          5          5   \n",
+       "20        0        0        0        0    140     103          3          3   \n",
+       "21        0        0        0        0    160     103          3          3   \n",
+       "22        0        0        0        0    160     103          3          3   \n",
+       "23        0        0        0        0    170     103          3          3   \n",
+       "24        0        0        0        0    120      10          5          5   \n",
+       "25        0        0        0        0    140       7          5          5   \n",
+       "26        0        0        0        0    150      17          5          5   \n",
+       "27        0        0        0        0    160      10          5          5   \n",
+       "28        0        0        0        0    150     115          4          4   \n",
+       "29        0        0        0        0    170     131          4          4   \n",
+       "30        0        0        0        0    180     137          4          4   \n",
+       "31        0        0        0        0    190     143          4          4   \n",
        "\n",
        "    yellow_A2  yellow_B2  yellow_A3  yellow_B3  yellow_A4  yellow_B4  \\\n",
        "0           4          4          4          4          4          4   \n",
@@ -2489,30 +2489,30 @@
        "5           4          4          4          4          4          4   \n",
        "6           4          4          4          4          4          4   \n",
        "7           4          4          4          4          4          4   \n",
-       "8           4          4          4          4          4          4   \n",
-       "9           4          4          4          4          4          4   \n",
-       "10          4          4          4          4          4          4   \n",
-       "11          4          4          4          4          4          4   \n",
-       "12          3          3          3          3          3          3   \n",
-       "13          3          3          3          3          3          3   \n",
-       "14          3          3          3          3          3          3   \n",
-       "15          3          3          3          3          3          3   \n",
+       "8           5          5          5          5          5          5   \n",
+       "9           5          5          5          5          5          5   \n",
+       "10          5          5          5          5          5          5   \n",
+       "11          5          5          5          5          5          5   \n",
+       "12          4          4          4          4          4          4   \n",
+       "13          4          4          4          4          4          4   \n",
+       "14          4          4          4          4          4          4   \n",
+       "15          4          4          4          4          4          4   \n",
        "16          4          4          4          4          4          4   \n",
        "17          4          4          4          4          4          4   \n",
        "18          4          4          4          4          4          4   \n",
        "19          4          4          4          4          4          4   \n",
-       "20          4          4          4          4          4          4   \n",
-       "21          4          4          4          4          4          4   \n",
-       "22          4          4          4          4          4          4   \n",
-       "23          4          4          4          4          4          4   \n",
-       "24          3          3          3          3          3          3   \n",
-       "25          3          3          3          3          3          3   \n",
-       "26          3          3          3          3          3          3   \n",
-       "27          3          3          3          3          3          3   \n",
-       "28          5          5          5          5          5          5   \n",
-       "29          5          5          5          5          5          5   \n",
-       "30          5          5          5          5          5          5   \n",
-       "31          5          5          5          5          5          5   \n",
+       "20          3          3          3          3          3          3   \n",
+       "21          3          3          3          3          3          3   \n",
+       "22          3          3          3          3          3          3   \n",
+       "23          3          3          3          3          3          3   \n",
+       "24          5          5          5          5          5          5   \n",
+       "25          5          5          5          5          5          5   \n",
+       "26          5          5          5          5          5          5   \n",
+       "27          5          5          5          5          5          5   \n",
+       "28          4          4          4          4          4          4   \n",
+       "29          4          4          4          4          4          4   \n",
+       "30          4          4          4          4          4          4   \n",
+       "31          4          4          4          4          4          4   \n",
        "\n",
        "    yellow_A5  yellow_B5  yellow_A6  yellow_B6  yellow_A7  yellow_B7  \\\n",
        "0           4          4          4          4          4          4   \n",
@@ -2523,30 +2523,30 @@
        "5           4          4          4          4          4          4   \n",
        "6           4          4          4          4          4          4   \n",
        "7           4          4          4          4          4          4   \n",
-       "8           4          4          4          4          4          4   \n",
-       "9           4          4          4          4          4          4   \n",
-       "10          4          4          4          4          4          4   \n",
-       "11          4          4          4          4          4          4   \n",
-       "12          3          3          3          3          3          3   \n",
-       "13          3          3          3          3          3          3   \n",
-       "14          3          3          3          3          3          3   \n",
-       "15          3          3          3          3          3          3   \n",
+       "8           5          5          5          5          5          5   \n",
+       "9           5          5          5          5          5          5   \n",
+       "10          5          5          5          5          5          5   \n",
+       "11          5          5          5          5          5          5   \n",
+       "12          4          4          4          4          4          4   \n",
+       "13          4          4          4          4          4          4   \n",
+       "14          4          4          4          4          4          4   \n",
+       "15          4          4          4          4          4          4   \n",
        "16          4          4          4          4          4          4   \n",
        "17          4          4          4          4          4          4   \n",
        "18          4          4          4          4          4          4   \n",
        "19          4          4          4          4          4          4   \n",
-       "20          4          4          4          4          4          4   \n",
-       "21          4          4          4          4          4          4   \n",
-       "22          4          4          4          4          4          4   \n",
-       "23          4          4          4          4          4          4   \n",
-       "24          3          3          3          3          3          3   \n",
-       "25          3          3          3          3          3          3   \n",
-       "26          3          3          3          3          3          3   \n",
-       "27          3          3          3          3          3          3   \n",
-       "28          5          5          5          5          5          5   \n",
-       "29          5          5          5          5          5          5   \n",
-       "30          5          5          5          5          5          5   \n",
-       "31          5          5          5          5          5          5   \n",
+       "20          3          3          3          3          3          3   \n",
+       "21          3          3          3          3          3          3   \n",
+       "22          3          3          3          3          3          3   \n",
+       "23          3          3          3          3          3          3   \n",
+       "24          5          5          5          5          5          5   \n",
+       "25          5          5          5          5          5          5   \n",
+       "26          5          5          5          5          5          5   \n",
+       "27          5          5          5          5          5          5   \n",
+       "28          4          4          4          4          4          4   \n",
+       "29          4          4          4          4          4          4   \n",
+       "30          4          4          4          4          4          4   \n",
+       "31          4          4          4          4          4          4   \n",
        "\n",
        "    yellow_A8  yellow_B8  red_A1  red_B1  red_A2  red_B2  red_A3  red_B3  \\\n",
        "0           4          4       1       1       1       1       1       1   \n",
@@ -2557,30 +2557,30 @@
        "5           4          4       1       1       1       1       1       1   \n",
        "6           4          4       1       1       1       1       1       1   \n",
        "7           4          4       1       1       1       1       1       1   \n",
-       "8           4          4       2       2       2       2       2       2   \n",
-       "9           4          4       2       2       2       2       2       2   \n",
-       "10          4          4       2       2       2       2       2       2   \n",
-       "11          4          4       2       2       2       2       2       2   \n",
-       "12          3          3       2       2       2       2       2       2   \n",
-       "13          3          3       2       2       2       2       2       2   \n",
-       "14          3          3       2       2       2       2       2       2   \n",
-       "15          3          3       2       2       2       2       2       2   \n",
+       "8           5          5       1       1       1       1       1       1   \n",
+       "9           5          5       1       1       1       1       1       1   \n",
+       "10          5          5       1       1       1       1       1       1   \n",
+       "11          5          5       1       1       1       1       1       1   \n",
+       "12          4          4       1       1       1       1       1       1   \n",
+       "13          4          4       1       1       1       1       1       1   \n",
+       "14          4          4       1       1       1       1       1       1   \n",
+       "15          4          4       1       1       1       1       1       1   \n",
        "16          4          4       1       1       1       1       1       1   \n",
        "17          4          4       1       1       1       1       1       1   \n",
        "18          4          4       1       1       1       1       1       1   \n",
        "19          4          4       1       1       1       1       1       1   \n",
-       "20          4          4       2       2       2       2       2       2   \n",
-       "21          4          4       2       2       2       2       2       2   \n",
-       "22          4          4       2       2       2       2       2       2   \n",
-       "23          4          4       2       2       2       2       2       2   \n",
-       "24          3          3       1       1       1       1       1       1   \n",
-       "25          3          3       1       1       1       1       1       1   \n",
-       "26          3          3       1       1       1       1       1       1   \n",
-       "27          3          3       1       1       1       1       1       1   \n",
-       "28          5          5       2       2       2       2       2       2   \n",
-       "29          5          5       2       2       2       2       2       2   \n",
-       "30          5          5       2       2       2       2       2       2   \n",
-       "31          5          5       2       2       2       2       2       2   \n",
+       "20          3          3       1       1       1       1       1       1   \n",
+       "21          3          3       1       1       1       1       1       1   \n",
+       "22          3          3       1       1       1       1       1       1   \n",
+       "23          3          3       1       1       1       1       1       1   \n",
+       "24          5          5       2       2       2       2       2       2   \n",
+       "25          5          5       2       2       2       2       2       2   \n",
+       "26          5          5       2       2       2       2       2       2   \n",
+       "27          5          5       2       2       2       2       2       2   \n",
+       "28          4          4       2       2       2       2       2       2   \n",
+       "29          4          4       2       2       2       2       2       2   \n",
+       "30          4          4       2       2       2       2       2       2   \n",
+       "31          4          4       2       2       2       2       2       2   \n",
        "\n",
        "    red_A4  red_B4  red_A5  red_B5  red_A6  red_B6  red_A7  red_B7  red_A8  \\\n",
        "0        1       1       1       1       1       1       1       1       1   \n",
@@ -2591,26 +2591,26 @@
        "5        1       1       1       1       1       1       1       1       1   \n",
        "6        1       1       1       1       1       1       1       1       1   \n",
        "7        1       1       1       1       1       1       1       1       1   \n",
-       "8        2       2       2       2       2       2       2       2       2   \n",
-       "9        2       2       2       2       2       2       2       2       2   \n",
-       "10       2       2       2       2       2       2       2       2       2   \n",
-       "11       2       2       2       2       2       2       2       2       2   \n",
-       "12       2       2       2       2       2       2       2       2       2   \n",
-       "13       2       2       2       2       2       2       2       2       2   \n",
-       "14       2       2       2       2       2       2       2       2       2   \n",
-       "15       2       2       2       2       2       2       2       2       2   \n",
+       "8        1       1       1       1       1       1       1       1       1   \n",
+       "9        1       1       1       1       1       1       1       1       1   \n",
+       "10       1       1       1       1       1       1       1       1       1   \n",
+       "11       1       1       1       1       1       1       1       1       1   \n",
+       "12       1       1       1       1       1       1       1       1       1   \n",
+       "13       1       1       1       1       1       1       1       1       1   \n",
+       "14       1       1       1       1       1       1       1       1       1   \n",
+       "15       1       1       1       1       1       1       1       1       1   \n",
        "16       1       1       1       1       1       1       1       1       1   \n",
        "17       1       1       1       1       1       1       1       1       1   \n",
        "18       1       1       1       1       1       1       1       1       1   \n",
        "19       1       1       1       1       1       1       1       1       1   \n",
-       "20       2       2       2       2       2       2       2       2       2   \n",
-       "21       2       2       2       2       2       2       2       2       2   \n",
-       "22       2       2       2       2       2       2       2       2       2   \n",
-       "23       2       2       2       2       2       2       2       2       2   \n",
-       "24       1       1       1       1       1       1       1       1       1   \n",
-       "25       1       1       1       1       1       1       1       1       1   \n",
-       "26       1       1       1       1       1       1       1       1       1   \n",
-       "27       1       1       1       1       1       1       1       1       1   \n",
+       "20       1       1       1       1       1       1       1       1       1   \n",
+       "21       1       1       1       1       1       1       1       1       1   \n",
+       "22       1       1       1       1       1       1       1       1       1   \n",
+       "23       1       1       1       1       1       1       1       1       1   \n",
+       "24       2       2       2       2       2       2       2       2       2   \n",
+       "25       2       2       2       2       2       2       2       2       2   \n",
+       "26       2       2       2       2       2       2       2       2       2   \n",
+       "27       2       2       2       2       2       2       2       2       2   \n",
        "28       2       2       2       2       2       2       2       2       2   \n",
        "29       2       2       2       2       2       2       2       2       2   \n",
        "30       2       2       2       2       2       2       2       2       2   \n",
@@ -2625,26 +2625,26 @@
        "5        1  \n",
        "6        1  \n",
        "7        1  \n",
-       "8        2  \n",
-       "9        2  \n",
-       "10       2  \n",
-       "11       2  \n",
-       "12       2  \n",
-       "13       2  \n",
-       "14       2  \n",
-       "15       2  \n",
+       "8        1  \n",
+       "9        1  \n",
+       "10       1  \n",
+       "11       1  \n",
+       "12       1  \n",
+       "13       1  \n",
+       "14       1  \n",
+       "15       1  \n",
        "16       1  \n",
        "17       1  \n",
        "18       1  \n",
        "19       1  \n",
-       "20       2  \n",
-       "21       2  \n",
-       "22       2  \n",
-       "23       2  \n",
-       "24       1  \n",
-       "25       1  \n",
-       "26       1  \n",
-       "27       1  \n",
+       "20       1  \n",
+       "21       1  \n",
+       "22       1  \n",
+       "23       1  \n",
+       "24       2  \n",
+       "25       2  \n",
+       "26       2  \n",
+       "27       2  \n",
        "28       2  \n",
        "29       2  \n",
        "30       2  \n",
@@ -2783,49 +2783,49 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>178</td>\n",
+       "      <td>201</td>\n",
        "      <td>1704380539</td>\n",
-       "      <td>38</td>\n",
-       "      <td>39</td>\n",
-       "      <td>40</td>\n",
-       "      <td>23</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
+       "      <td>24</td>\n",
+       "      <td>24</td>\n",
+       "      <td>17</td>\n",
+       "      <td>58</td>\n",
+       "      <td>17</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>38</td>\n",
-       "      <td>39</td>\n",
-       "      <td>40</td>\n",
-       "      <td>23</td>\n",
        "      <td>0</td>\n",
+       "      <td>24</td>\n",
+       "      <td>24</td>\n",
+       "      <td>17</td>\n",
+       "      <td>58</td>\n",
+       "      <td>17</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>140</td>\n",
-       "      <td>50</td>\n",
+       "      <td>133</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>201</td>\n",
+       "      <td>178</td>\n",
        "      <td>1704380540</td>\n",
-       "      <td>24</td>\n",
-       "      <td>24</td>\n",
-       "      <td>17</td>\n",
-       "      <td>58</td>\n",
-       "      <td>17</td>\n",
+       "      <td>38</td>\n",
+       "      <td>39</td>\n",
+       "      <td>40</td>\n",
+       "      <td>23</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>24</td>\n",
-       "      <td>24</td>\n",
-       "      <td>17</td>\n",
-       "      <td>58</td>\n",
-       "      <td>17</td>\n",
+       "      <td>0</td>\n",
+       "      <td>38</td>\n",
+       "      <td>39</td>\n",
+       "      <td>40</td>\n",
+       "      <td>23</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>140</td>\n",
-       "      <td>133</td>\n",
+       "      <td>50</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
@@ -2875,49 +2875,49 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
-       "      <td>210</td>\n",
+       "      <td>177</td>\n",
        "      <td>1704380550</td>\n",
-       "      <td>43</td>\n",
-       "      <td>29</td>\n",
-       "      <td>56</td>\n",
-       "      <td>22</td>\n",
+       "      <td>36</td>\n",
+       "      <td>20</td>\n",
+       "      <td>68</td>\n",
+       "      <td>26</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>24</td>\n",
-       "      <td>48</td>\n",
-       "      <td>56</td>\n",
-       "      <td>22</td>\n",
+       "      <td>36</td>\n",
+       "      <td>20</td>\n",
+       "      <td>68</td>\n",
+       "      <td>26</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>150</td>\n",
-       "      <td>115</td>\n",
+       "      <td>35</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
-       "      <td>177</td>\n",
-       "      <td>1704380551</td>\n",
-       "      <td>36</td>\n",
-       "      <td>20</td>\n",
-       "      <td>68</td>\n",
-       "      <td>26</td>\n",
+       "      <td>210</td>\n",
+       "      <td>1704380550</td>\n",
+       "      <td>43</td>\n",
+       "      <td>29</td>\n",
+       "      <td>56</td>\n",
+       "      <td>22</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>36</td>\n",
-       "      <td>20</td>\n",
-       "      <td>68</td>\n",
-       "      <td>26</td>\n",
+       "      <td>24</td>\n",
+       "      <td>48</td>\n",
+       "      <td>56</td>\n",
+       "      <td>22</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>150</td>\n",
-       "      <td>35</td>\n",
+       "      <td>115</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
@@ -2945,7 +2945,7 @@
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>206</td>\n",
-       "      <td>1704380641</td>\n",
+       "      <td>1704380640</td>\n",
        "      <td>33</td>\n",
        "      <td>35</td>\n",
        "      <td>26</td>\n",
@@ -2967,29 +2967,6 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
-       "      <td>202</td>\n",
-       "      <td>1704380679</td>\n",
-       "      <td>39</td>\n",
-       "      <td>101</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>39</td>\n",
-       "      <td>101</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>140</td>\n",
-       "      <td>103</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
        "      <td>201</td>\n",
        "      <td>1704380680</td>\n",
        "      <td>24</td>\n",
@@ -3012,7 +2989,7 @@
        "      <td>133</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>11</th>\n",
+       "      <th>10</th>\n",
        "      <td>178</td>\n",
        "      <td>1704380680</td>\n",
        "      <td>38</td>\n",
@@ -3035,6 +3012,29 @@
        "      <td>50</td>\n",
        "    </tr>\n",
        "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>202</td>\n",
+       "      <td>1704380681</td>\n",
+       "      <td>39</td>\n",
+       "      <td>101</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>39</td>\n",
+       "      <td>101</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>140</td>\n",
+       "      <td>103</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
        "      <th>12</th>\n",
        "      <td>210</td>\n",
        "      <td>1704380700</td>\n",
@@ -3059,49 +3059,49 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
-       "      <td>176</td>\n",
+       "      <td>177</td>\n",
        "      <td>1704380700</td>\n",
-       "      <td>37</td>\n",
-       "      <td>73</td>\n",
-       "      <td>40</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
+       "      <td>36</td>\n",
+       "      <td>20</td>\n",
+       "      <td>68</td>\n",
+       "      <td>26</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>37</td>\n",
-       "      <td>73</td>\n",
-       "      <td>40</td>\n",
        "      <td>0</td>\n",
+       "      <td>36</td>\n",
+       "      <td>20</td>\n",
+       "      <td>68</td>\n",
+       "      <td>26</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>150</td>\n",
-       "      <td>131</td>\n",
+       "      <td>35</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
-       "      <td>177</td>\n",
+       "      <td>176</td>\n",
        "      <td>1704380700</td>\n",
-       "      <td>36</td>\n",
-       "      <td>20</td>\n",
-       "      <td>68</td>\n",
-       "      <td>26</td>\n",
+       "      <td>37</td>\n",
+       "      <td>73</td>\n",
+       "      <td>40</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>36</td>\n",
-       "      <td>20</td>\n",
-       "      <td>68</td>\n",
-       "      <td>26</td>\n",
+       "      <td>0</td>\n",
+       "      <td>37</td>\n",
+       "      <td>73</td>\n",
+       "      <td>40</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>150</td>\n",
-       "      <td>35</td>\n",
+       "      <td>131</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>15</th>\n",
@@ -3151,26 +3151,26 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>17</th>\n",
-       "      <td>178</td>\n",
+       "      <td>202</td>\n",
        "      <td>1704380820</td>\n",
-       "      <td>38</td>\n",
        "      <td>39</td>\n",
-       "      <td>40</td>\n",
-       "      <td>23</td>\n",
+       "      <td>101</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>38</td>\n",
        "      <td>39</td>\n",
-       "      <td>40</td>\n",
-       "      <td>23</td>\n",
+       "      <td>101</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>140</td>\n",
-       "      <td>50</td>\n",
+       "      <td>103</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>18</th>\n",
@@ -3197,26 +3197,26 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>19</th>\n",
-       "      <td>202</td>\n",
+       "      <td>178</td>\n",
        "      <td>1704380820</td>\n",
+       "      <td>38</td>\n",
        "      <td>39</td>\n",
-       "      <td>101</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
+       "      <td>40</td>\n",
+       "      <td>23</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>38</td>\n",
        "      <td>39</td>\n",
-       "      <td>101</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
+       "      <td>40</td>\n",
+       "      <td>23</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>140</td>\n",
-       "      <td>103</td>\n",
+       "      <td>50</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
@@ -3225,69 +3225,69 @@
       "text/plain": [
        "   inter_no    end_unix dura_A1 dura_A2 dura_A3 dura_A4 dura_A5 dura_A6  \\\n",
        "0       206  1704380520      33      35      26      26       0       0   \n",
-       "1       178  1704380539      38      39      40      23       0       0   \n",
-       "2       201  1704380540      24      24      17      58      17       0   \n",
+       "1       201  1704380539      24      24      17      58      17       0   \n",
+       "2       178  1704380540      38      39      40      23       0       0   \n",
        "3       202  1704380540      39     101       0       0       0       0   \n",
        "4       176  1704380550      37      73      40       0       0       0   \n",
-       "5       210  1704380550      43      29      56      22       0       0   \n",
-       "6       177  1704380551      36      20      68      26       0       0   \n",
+       "5       177  1704380550      36      20      68      26       0       0   \n",
+       "6       210  1704380550      43      29      56      22       0       0   \n",
        "7       175  1704380560      37      39      55      29       0       0   \n",
-       "8       206  1704380641      33      35      26      26       0       0   \n",
-       "9       202  1704380679      39     101       0       0       0       0   \n",
-       "10      201  1704380680      24      24      17      58      17       0   \n",
-       "11      178  1704380680      38      39      40      23       0       0   \n",
+       "8       206  1704380640      33      35      26      26       0       0   \n",
+       "9       201  1704380680      24      24      17      58      17       0   \n",
+       "10      178  1704380680      38      39      40      23       0       0   \n",
+       "11      202  1704380681      39     101       0       0       0       0   \n",
        "12      210  1704380700      43      29      56      22       0       0   \n",
-       "13      176  1704380700      37      73      40       0       0       0   \n",
-       "14      177  1704380700      36      20      68      26       0       0   \n",
+       "13      177  1704380700      36      20      68      26       0       0   \n",
+       "14      176  1704380700      37      73      40       0       0       0   \n",
        "15      175  1704380720      37      39      55      29       0       0   \n",
        "16      206  1704380760      33      35      26      26       0       0   \n",
-       "17      178  1704380820      38      39      40      23       0       0   \n",
+       "17      202  1704380820      39     101       0       0       0       0   \n",
        "18      201  1704380820      24      24      17      58      17       0   \n",
-       "19      202  1704380820      39     101       0       0       0       0   \n",
+       "19      178  1704380820      38      39      40      23       0       0   \n",
        "\n",
        "   dura_A7 dura_A8 dura_B1 dura_B2 dura_B3 dura_B4 dura_B5 dura_B6 dura_B7  \\\n",
        "0        0       0      33      35      26      26       0       0       0   \n",
-       "1        0       0      38      39      40      23       0       0       0   \n",
-       "2        0       0      24      24      17      58      17       0       0   \n",
+       "1        0       0      24      24      17      58      17       0       0   \n",
+       "2        0       0      38      39      40      23       0       0       0   \n",
        "3        0       0      39     101       0       0       0       0       0   \n",
        "4        0       0      37      73      40       0       0       0       0   \n",
-       "5        0       0      24      48      56      22       0       0       0   \n",
-       "6        0       0      36      20      68      26       0       0       0   \n",
+       "5        0       0      36      20      68      26       0       0       0   \n",
+       "6        0       0      24      48      56      22       0       0       0   \n",
        "7        0       0      37      39      25      59       0       0       0   \n",
        "8        0       0      33      35      26      26       0       0       0   \n",
-       "9        0       0      39     101       0       0       0       0       0   \n",
-       "10       0       0      24      24      17      58      17       0       0   \n",
-       "11       0       0      38      39      40      23       0       0       0   \n",
+       "9        0       0      24      24      17      58      17       0       0   \n",
+       "10       0       0      38      39      40      23       0       0       0   \n",
+       "11       0       0      39     101       0       0       0       0       0   \n",
        "12       0       0      24      48      56      22       0       0       0   \n",
-       "13       0       0      37      73      40       0       0       0       0   \n",
-       "14       0       0      36      20      68      26       0       0       0   \n",
+       "13       0       0      36      20      68      26       0       0       0   \n",
+       "14       0       0      37      73      40       0       0       0       0   \n",
        "15       0       0      37      39      25      59       0       0       0   \n",
        "16       0       0      33      35      26      26       0       0       0   \n",
-       "17       0       0      38      39      40      23       0       0       0   \n",
+       "17       0       0      39     101       0       0       0       0       0   \n",
        "18       0       0      24      24      17      58      17       0       0   \n",
-       "19       0       0      39     101       0       0       0       0       0   \n",
+       "19       0       0      38      39      40      23       0       0       0   \n",
        "\n",
        "   dura_B8 cycle offset  \n",
        "0        0   120     10  \n",
-       "1        0   140     50  \n",
-       "2        0   140    133  \n",
+       "1        0   140    133  \n",
+       "2        0   140     50  \n",
        "3        0   140    103  \n",
        "4        0   150    131  \n",
-       "5        0   150    115  \n",
-       "6        0   150     35  \n",
+       "5        0   150     35  \n",
+       "6        0   150    115  \n",
        "7        0   160     57  \n",
        "8        0   120     10  \n",
-       "9        0   140    103  \n",
-       "10       0   140    133  \n",
-       "11       0   140     50  \n",
+       "9        0   140    133  \n",
+       "10       0   140     50  \n",
+       "11       0   140    103  \n",
        "12       0   150    115  \n",
-       "13       0   150    131  \n",
-       "14       0   150     35  \n",
+       "13       0   150     35  \n",
+       "14       0   150    131  \n",
        "15       0   160     57  \n",
        "16       0   120     10  \n",
-       "17       0   140     50  \n",
+       "17       0   140    103  \n",
        "18       0   140    133  \n",
-       "19       0   140    103  "
+       "19       0   140     50  "
       ]
      },
      "execution_count": 7,
@@ -3410,147 +3410,19 @@
    "metadata": {},
    "outputs": [
     {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>inter_no</th>\n",
-       "      <th>node_id</th>\n",
-       "      <th>inter_type</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>175</td>\n",
-       "      <td>i0</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>175</td>\n",
-       "      <td>u00</td>\n",
-       "      <td>child</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>176</td>\n",
-       "      <td>i1</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>177</td>\n",
-       "      <td>i2</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>177</td>\n",
-       "      <td>u20</td>\n",
-       "      <td>child</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>178</td>\n",
-       "      <td>i3</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>178</td>\n",
-       "      <td>u30</td>\n",
-       "      <td>child</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>178</td>\n",
-       "      <td>u31</td>\n",
-       "      <td>child</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>178</td>\n",
-       "      <td>u32</td>\n",
-       "      <td>child</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>201</td>\n",
-       "      <td>i8</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>202</td>\n",
-       "      <td>i9</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>206</td>\n",
-       "      <td>i7</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>210</td>\n",
-       "      <td>i6</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>210</td>\n",
-       "      <td>u60</td>\n",
-       "      <td>child</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>178</td>\n",
-       "      <td>c30</td>\n",
-       "      <td>child</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "    inter_no node_id inter_type\n",
-       "0        175      i0     parent\n",
-       "1        175     u00      child\n",
-       "2        176      i1     parent\n",
-       "3        177      i2     parent\n",
-       "4        177     u20      child\n",
-       "5        178      i3     parent\n",
-       "6        178     u30      child\n",
-       "7        178     u31      child\n",
-       "8        178     u32      child\n",
-       "9        201      i8     parent\n",
-       "10       202      i9     parent\n",
-       "11       206      i7     parent\n",
-       "12       210      i6     parent\n",
-       "13       210     u60      child\n",
-       "14       178     c30      child"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
+     "ename": "PermissionError",
+     "evalue": "[Errno 13] Permission denied: '../inter_node.csv'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mPermissionError\u001b[0m                           Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn[10], line 8\u001b[0m\n\u001b[0;32m      6\u001b[0m inter_node[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124minter_no\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;241m=\u001b[39m inter_node[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124minter_no\u001b[39m\u001b[38;5;124m'\u001b[39m]\u001b[38;5;241m.\u001b[39mastype(\u001b[38;5;28mint\u001b[39m) \u001b[38;5;66;03m# i : intersection, u : u-turn intersection, c : coupling intersection\u001b[39;00m\n\u001b[0;32m      7\u001b[0m inter_node \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mconcat([inter_node, pd\u001b[38;5;241m.\u001b[39mDataFrame({\u001b[38;5;124m'\u001b[39m\u001b[38;5;124minter_no\u001b[39m\u001b[38;5;124m'\u001b[39m:[\u001b[38;5;241m178\u001b[39m], \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnode_id\u001b[39m\u001b[38;5;124m'\u001b[39m:[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mc30\u001b[39m\u001b[38;5;124m'\u001b[39m], \u001b[38;5;124m'\u001b[39m\u001b[38;5;124minter_type\u001b[39m\u001b[38;5;124m'\u001b[39m:[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mchild\u001b[39m\u001b[38;5;124m'\u001b[39m]})])\u001b[38;5;241m.\u001b[39mreset_index(drop\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[1;32m----> 8\u001b[0m \u001b[43minter_node\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mto_csv\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m../inter_node.csv\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mindex\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m0\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m      9\u001b[0m display(inter_node)\n",
+      "File \u001b[1;32mc:\\Github\\sts\\sts\\lib\\site-packages\\pandas\\core\\generic.py:3772\u001b[0m, in \u001b[0;36mNDFrame.to_csv\u001b[1;34m(self, path_or_buf, sep, na_rep, float_format, columns, header, index, index_label, mode, encoding, compression, quoting, quotechar, lineterminator, chunksize, date_format, doublequote, escapechar, decimal, errors, storage_options)\u001b[0m\n\u001b[0;32m   3761\u001b[0m df \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(\u001b[38;5;28mself\u001b[39m, ABCDataFrame) \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mto_frame()\n\u001b[0;32m   3763\u001b[0m formatter \u001b[38;5;241m=\u001b[39m DataFrameFormatter(\n\u001b[0;32m   3764\u001b[0m     frame\u001b[38;5;241m=\u001b[39mdf,\n\u001b[0;32m   3765\u001b[0m     header\u001b[38;5;241m=\u001b[39mheader,\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m   3769\u001b[0m     decimal\u001b[38;5;241m=\u001b[39mdecimal,\n\u001b[0;32m   3770\u001b[0m )\n\u001b[1;32m-> 3772\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mDataFrameRenderer\u001b[49m\u001b[43m(\u001b[49m\u001b[43mformatter\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mto_csv\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m   3773\u001b[0m \u001b[43m    \u001b[49m\u001b[43mpath_or_buf\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   3774\u001b[0m \u001b[43m    \u001b[49m\u001b[43mlineterminator\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mlineterminator\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   3775\u001b[0m \u001b[43m    \u001b[49m\u001b[43msep\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msep\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   3776\u001b[0m \u001b[43m    \u001b[49m\u001b[43mencoding\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mencoding\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   3777\u001b[0m \u001b[43m    \u001b[49m\u001b[43merrors\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43merrors\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   3778\u001b[0m \u001b[43m    \u001b[49m\u001b[43mcompression\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcompression\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   3779\u001b[0m \u001b[43m    \u001b[49m\u001b[43mquoting\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mquoting\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   3780\u001b[0m \u001b[43m    \u001b[49m\u001b[43mcolumns\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcolumns\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   3781\u001b[0m \u001b[43m    \u001b[49m\u001b[43mindex_label\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mindex_label\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   3782\u001b[0m \u001b[43m    \u001b[49m\u001b[43mmode\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   3783\u001b[0m \u001b[43m    \u001b[49m\u001b[43mchunksize\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mchunksize\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   3784\u001b[0m \u001b[43m    \u001b[49m\u001b[43mquotechar\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mquotechar\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   3785\u001b[0m \u001b[43m    \u001b[49m\u001b[43mdate_format\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdate_format\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   3786\u001b[0m \u001b[43m    \u001b[49m\u001b[43mdoublequote\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdoublequote\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   3787\u001b[0m \u001b[43m    \u001b[49m\u001b[43mescapechar\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mescapechar\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   3788\u001b[0m \u001b[43m    \u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstorage_options\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   3789\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n",
+      "File \u001b[1;32mc:\\Github\\sts\\sts\\lib\\site-packages\\pandas\\io\\formats\\format.py:1186\u001b[0m, in \u001b[0;36mDataFrameRenderer.to_csv\u001b[1;34m(self, path_or_buf, encoding, sep, columns, index_label, mode, compression, quoting, quotechar, lineterminator, chunksize, date_format, doublequote, escapechar, errors, storage_options)\u001b[0m\n\u001b[0;32m   1165\u001b[0m     created_buffer \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mFalse\u001b[39;00m\n\u001b[0;32m   1167\u001b[0m csv_formatter \u001b[38;5;241m=\u001b[39m CSVFormatter(\n\u001b[0;32m   1168\u001b[0m     path_or_buf\u001b[38;5;241m=\u001b[39mpath_or_buf,\n\u001b[0;32m   1169\u001b[0m     lineterminator\u001b[38;5;241m=\u001b[39mlineterminator,\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m   1184\u001b[0m     formatter\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mfmt,\n\u001b[0;32m   1185\u001b[0m )\n\u001b[1;32m-> 1186\u001b[0m \u001b[43mcsv_formatter\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msave\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   1188\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m created_buffer:\n\u001b[0;32m   1189\u001b[0m     \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(path_or_buf, StringIO)\n",
+      "File \u001b[1;32mc:\\Github\\sts\\sts\\lib\\site-packages\\pandas\\io\\formats\\csvs.py:240\u001b[0m, in \u001b[0;36mCSVFormatter.save\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m    236\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m    237\u001b[0m \u001b[38;5;124;03mCreate the writer & save.\u001b[39;00m\n\u001b[0;32m    238\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m    239\u001b[0m \u001b[38;5;66;03m# apply compression and byte/text conversion\u001b[39;00m\n\u001b[1;32m--> 240\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[43mget_handle\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m    241\u001b[0m \u001b[43m    \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfilepath_or_buffer\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    242\u001b[0m \u001b[43m    \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    243\u001b[0m \u001b[43m    \u001b[49m\u001b[43mencoding\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mencoding\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    244\u001b[0m \u001b[43m    \u001b[49m\u001b[43merrors\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43merrors\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    245\u001b[0m \u001b[43m    \u001b[49m\u001b[43mcompression\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcompression\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    246\u001b[0m \u001b[43m    \u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mstorage_options\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    247\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;28;01mas\u001b[39;00m handles:\n\u001b[0;32m    248\u001b[0m     \u001b[38;5;66;03m# Note: self.encoding is irrelevant here\u001b[39;00m\n\u001b[0;32m    249\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mwriter \u001b[38;5;241m=\u001b[39m csvlib\u001b[38;5;241m.\u001b[39mwriter(\n\u001b[0;32m    250\u001b[0m         handles\u001b[38;5;241m.\u001b[39mhandle,\n\u001b[0;32m    251\u001b[0m         lineterminator\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mlineterminator,\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m    256\u001b[0m         quotechar\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mquotechar,\n\u001b[0;32m    257\u001b[0m     )\n\u001b[0;32m    259\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_save()\n",
+      "File \u001b[1;32mc:\\Github\\sts\\sts\\lib\\site-packages\\pandas\\io\\common.py:859\u001b[0m, in \u001b[0;36mget_handle\u001b[1;34m(path_or_buf, mode, encoding, compression, memory_map, is_text, errors, storage_options)\u001b[0m\n\u001b[0;32m    854\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(handle, \u001b[38;5;28mstr\u001b[39m):\n\u001b[0;32m    855\u001b[0m     \u001b[38;5;66;03m# Check whether the filename is to be opened in binary mode.\u001b[39;00m\n\u001b[0;32m    856\u001b[0m     \u001b[38;5;66;03m# Binary mode does not support 'encoding' and 'newline'.\u001b[39;00m\n\u001b[0;32m    857\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m ioargs\u001b[38;5;241m.\u001b[39mencoding \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mb\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m ioargs\u001b[38;5;241m.\u001b[39mmode:\n\u001b[0;32m    858\u001b[0m         \u001b[38;5;66;03m# Encoding\u001b[39;00m\n\u001b[1;32m--> 859\u001b[0m         handle \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mopen\u001b[39;49m\u001b[43m(\u001b[49m\n\u001b[0;32m    860\u001b[0m \u001b[43m            \u001b[49m\u001b[43mhandle\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    861\u001b[0m \u001b[43m            \u001b[49m\u001b[43mioargs\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    862\u001b[0m \u001b[43m            \u001b[49m\u001b[43mencoding\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mioargs\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mencoding\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    863\u001b[0m \u001b[43m            \u001b[49m\u001b[43merrors\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43merrors\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    864\u001b[0m \u001b[43m            \u001b[49m\u001b[43mnewline\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[0;32m    865\u001b[0m \u001b[43m        \u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    866\u001b[0m     \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m    867\u001b[0m         \u001b[38;5;66;03m# Binary mode\u001b[39;00m\n\u001b[0;32m    868\u001b[0m         handle \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mopen\u001b[39m(handle, ioargs\u001b[38;5;241m.\u001b[39mmode)\n",
+      "\u001b[1;31mPermissionError\u001b[0m: [Errno 13] Permission denied: '../inter_node.csv'"
+     ]
     }
    ],
    "source": [
@@ -3567,7 +3439,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3579,7 +3451,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": null,
    "metadata": {},
    "outputs": [
     {
@@ -3609,7 +3481,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": null,
    "metadata": {},
    "outputs": [
     {
@@ -3930,7 +3802,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3968,7 +3840,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3984,7 +3856,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -4008,7 +3880,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": null,
    "metadata": {},
    "outputs": [
     {
@@ -4036,7 +3908,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/Intermediates/match1.csv b/Intermediates/match1.csv
index 28fa2e266..cb7da3279 100644
--- a/Intermediates/match1.csv
+++ b/Intermediates/match1.csv
@@ -17,7 +17,7 @@ inter_no,phas_A,phas_B,move_A,move_B
 201,2,2,5,2
 201,3,3,6,2
 201,4,4,6,1
-201,5,5,7,4
+201,5,5,4,4
 202,1,1,6,2
 202,2,2,17,18
 206,1,1,8,4
diff --git a/Intermediates/match6.csv b/Intermediates/match6.csv
index ab652fda1..fc36815a4 100644
--- a/Intermediates/match6.csv
+++ b/Intermediates/match6.csv
@@ -77,7 +77,7 @@
 75,201,i8,3,B,2,571500618_02,571500617_01,grrrrrrrgrrrgGGr
 76,201,i8,4,A,6,571500617_02,571500618_01,grrrGGGrgrrrgrrr
 77,201,i8,4,B,1,571500617_02,571500569_01,grrrrrrGgrrrgrrr
-78,201,i8,5,A,7,571500583_01,571500617_01,grrGrrrrgrrrgrrr
+78,201,i8,5,A,4,571500583_01,571500569_01,gGGrrrrrgrrrgrrr
 79,201,i8,5,B,4,571500583_01,571500569_01,gGGrrrrrgrrrgrrr
 80,202,i9,1,A,6,571510152_02,-571510152_01,GGrr
 81,202,i9,1,B,2,571510152_01,571510152_01.65,rrGG
diff --git a/Intermediates/modify_match1.py b/Intermediates/modify_match1.py
index 621f29950..36adf2188 100644
--- a/Intermediates/modify_match1.py
+++ b/Intermediates/modify_match1.py
@@ -1,9 +1,14 @@
 import pandas as pd
-match1 = pd.read_csv('Intermediates/match1.csv')
-print(match1)
-# match1 = match1.drop(columns='Unnamed: 0')
-match1 = match1.drop(index=[9, 11])
-match1.loc[10, ['phas_A', 'phas_B']] = 2
-match1 = match1.reset_index(drop=True)
-match1.to_csv('Intermediates/match1.csv', index=0)
-print(match1)
+import sys
+sys.path.append('Scripts')
+from preprocess_daily import DailyPreprocessor
+self = DailyPreprocessor()
+self.load_data() # 1. 데이터 불러오기
+self.make_match1(fetch_all=True) # 2-1-1
+print(self.match1)
+self.match1 = self.match1.drop(index=[9, 11])
+self.match1.loc[10, ['phas_A', 'phas_B']] = 2
+self.match1.at[20, 'move_A'] = 4
+self.match1 = self.match1.reset_index(drop=True)
+self.match1.to_csv('Intermediates/match1.csv', index=0)
+print(self.match1)
diff --git a/Results/sn_1704418500.add.xml b/Results/sn_1704418500.add.xml
index 12004995f..a335f2e99 100644
--- a/Results/sn_1704418500.add.xml
+++ b/Results/sn_1704418500.add.xml
@@ -1,90 +1,90 @@
 <additional>
-    <tlLogic id="c30" type="static" programID="c30_prog" offset="-10">
+    <tlLogic id="c30" type="static" programID="c30_prog" offset="-30">
       <phase duration="34" state="rrrrrr"/>
       <phase duration="4" state="rrrrrr"/>
-      <phase duration="2" state="rrrrrr"/>
-      <phase duration="33" state="GGGGGG"/>
+      <phase duration="1" state="rrrrrr"/>
+      <phase duration="34" state="GGGGGG"/>
       <phase duration="4" state="GGGGGG"/>
-      <phase duration="2" state="GGGGGG"/>
-      <phase duration="37" state="GGGGGG"/>
+      <phase duration="1" state="GGGGGG"/>
+      <phase duration="38" state="GGGGGG"/>
       <phase duration="4" state="GGGGGG"/>
-      <phase duration="2" state="GGGGGG"/>
-      <phase duration="16" state="GGGGGG"/>
+      <phase duration="1" state="GGGGGG"/>
+      <phase duration="17" state="GGGGGG"/>
       <phase duration="4" state="yyyyyy"/>
-      <phase duration="2" state="rrrrrr"/>
-      <phase duration="32" state="rrrrrr"/>
+      <phase duration="1" state="rrrrrr"/>
+      <phase duration="33" state="rrrrrr"/>
       <phase duration="4" state="rrrrrr"/>
-      <phase duration="2" state="rrrrrr"/>
-      <phase duration="33" state="GGGGGG"/>
+      <phase duration="1" state="rrrrrr"/>
+      <phase duration="34" state="GGGGGG"/>
       <phase duration="4" state="GGGGGG"/>
-      <phase duration="2" state="GGGGGG"/>
-      <phase duration="37" state="GGGGGG"/>
+      <phase duration="1" state="GGGGGG"/>
+      <phase duration="38" state="GGGGGG"/>
       <phase duration="4" state="GGGGGG"/>
-      <phase duration="2" state="GGGGGG"/>
-      <phase duration="16" state="GGGGGG"/>
+      <phase duration="1" state="GGGGGG"/>
+      <phase duration="17" state="GGGGGG"/>
       <phase duration="4" state="yyyyyy"/>
-      <phase duration="2" state="rrrrrr"/>
-      <phase duration="32" state="rrrrrr"/>
+      <phase duration="1" state="rrrrrr"/>
+      <phase duration="33" state="rrrrrr"/>
       <phase duration="4" state="rrrrrr"/>
-      <phase duration="2" state="rrrrrr"/>
-      <phase duration="33" state="GGGGGG"/>
+      <phase duration="1" state="rrrrrr"/>
+      <phase duration="34" state="GGGGGG"/>
       <phase duration="4" state="GGGGGG"/>
-      <phase duration="2" state="GGGGGG"/>
-      <phase duration="37" state="GGGGGG"/>
+      <phase duration="1" state="GGGGGG"/>
+      <phase duration="38" state="GGGGGG"/>
       <phase duration="4" state="GGGGGG"/>
-      <phase duration="2" state="GGGGGG"/>
-      <phase duration="16" state="GGGGGG"/>
+      <phase duration="1" state="GGGGGG"/>
+      <phase duration="17" state="GGGGGG"/>
       <phase duration="4" state="yyyyyy"/>
-      <phase duration="2" state="rrrrrr"/>
-      <phase duration="32" state="rrrrrr"/>
+      <phase duration="1" state="rrrrrr"/>
+      <phase duration="33" state="rrrrrr"/>
       <phase duration="4" state="rrrrrr"/>
-      <phase duration="2" state="rrrrrr"/>
-      <phase duration="33" state="GGGGGG"/>
+      <phase duration="1" state="rrrrrr"/>
+      <phase duration="34" state="GGGGGG"/>
       <phase duration="4" state="GGGGGG"/>
-      <phase duration="2" state="GGGGGG"/>
-      <phase duration="37" state="GGGGGG"/>
+      <phase duration="1" state="GGGGGG"/>
+      <phase duration="38" state="GGGGGG"/>
     </tlLogic>
-    <tlLogic id="i0" type="static" programID="i0_prog" offset="-61">
+    <tlLogic id="i0" type="static" programID="i0_prog" offset="-90">
+      <phase duration="39" state="gGGrgrrrgGGGGrgrr"/>
+      <phase duration="4" state="gyyrgrrrgyyyyrgrr"/>
+      <phase duration="1" state="grrrgrrrgrrrrrgrr"/>
+      <phase duration="40" state="grrGgrrrgrrrrGgrr"/>
+      <phase duration="4" state="grrygrrrgrrrrygrr"/>
+      <phase duration="1" state="grrrgGGrgrrrrrgrr"/>
+      <phase duration="28" state="grrrgGGGgrrrrrgrr"/>
+      <phase duration="4" state="grrrgGGygrrrrrgrr"/>
+      <phase duration="1" state="grrrgGGrgrrrrrgGr"/>
+      <phase duration="17" state="grrrgGGrgrrrrrgGr"/>
+      <phase duration="4" state="grrrgyyrgrrrrrgGr"/>
+      <phase duration="1" state="grrrgrrrgrrrrrgGr"/>
+      <phase duration="32" state="grrrgrrrgrrrrrgGG"/>
+      <phase duration="4" state="grrrgrrrgrrrrrgyy"/>
+      <phase duration="1" state="grrrgrrrgrrrrrgrr"/>
       <phase duration="38" state="gGGrgrrrgGGGGrgrr"/>
-      <phase duration="5" state="gyyrgrrrgyyyyrgrr"/>
-      <phase duration="2" state="grrrgrrrgrrrrrgrr"/>
-      <phase duration="38" state="grrGgrrrgrrrrGgrr"/>
-      <phase duration="5" state="grrygrrrgrrrrygrr"/>
-      <phase duration="2" state="grrrgGGrgrrrrrgrr"/>
-      <phase duration="26" state="grrrgGGGgrrrrrgrr"/>
-      <phase duration="5" state="grrrgGGygrrrrrgrr"/>
-      <phase duration="2" state="grrrgGGrgrrrrrgGr"/>
-      <phase duration="15" state="grrrgGGrgrrrrrgGr"/>
-      <phase duration="5" state="grrrgyyrgrrrrrgGr"/>
-      <phase duration="2" state="grrrgrrrgrrrrrgGr"/>
-      <phase duration="30" state="grrrgrrrgrrrrrgGG"/>
-      <phase duration="5" state="grrrgrrrgrrrrrgyy"/>
-      <phase duration="2" state="grrrgrrrgrrrrrgrr"/>
-      <phase duration="36" state="gGGrgrrrgGGGGrgrr"/>
-      <phase duration="5" state="gyyrgrrrgyyyyrgrr"/>
-      <phase duration="2" state="grrrgrrrgrrrrrgrr"/>
-      <phase duration="38" state="grrGgrrrgrrrrGgrr"/>
-      <phase duration="5" state="grrygrrrgrrrrygrr"/>
-      <phase duration="2" state="grrrgGGrgrrrrrgrr"/>
-      <phase duration="26" state="grrrgGGGgrrrrrgrr"/>
-      <phase duration="5" state="grrrgGGygrrrrrgrr"/>
-      <phase duration="2" state="grrrgGGrgrrrrrgGr"/>
-      <phase duration="15" state="grrrgGGrgrrrrrgGr"/>
-      <phase duration="5" state="grrrgyyrgrrrrrgGr"/>
-      <phase duration="2" state="grrrgrrrgrrrrrgGr"/>
-      <phase duration="30" state="grrrgrrrgrrrrrgGG"/>
-      <phase duration="5" state="grrrgrrrgrrrrrgyy"/>
-      <phase duration="2" state="grrrgrrrgrrrrrgrr"/>
-      <phase duration="36" state="gGGrgrrrgGGGGrgrr"/>
-      <phase duration="5" state="gyyrgrrrgyyyyrgrr"/>
-      <phase duration="2" state="grrrgrrrgrrrrrgrr"/>
-      <phase duration="38" state="grrGgrrrgrrrrGgrr"/>
-      <phase duration="5" state="grrygrrrgrrrrygrr"/>
-      <phase duration="2" state="grrrgGGrgrrrrrgrr"/>
-      <phase duration="26" state="grrrgGGGgrrrrrgrr"/>
+      <phase duration="4" state="gyyrgrrrgyyyyrgrr"/>
+      <phase duration="1" state="grrrgrrrgrrrrrgrr"/>
+      <phase duration="40" state="grrGgrrrgrrrrGgrr"/>
+      <phase duration="4" state="grrygrrrgrrrrygrr"/>
+      <phase duration="1" state="grrrgGGrgrrrrrgrr"/>
+      <phase duration="28" state="grrrgGGGgrrrrrgrr"/>
+      <phase duration="4" state="grrrgGGygrrrrrgrr"/>
+      <phase duration="1" state="grrrgGGrgrrrrrgGr"/>
+      <phase duration="17" state="grrrgGGrgrrrrrgGr"/>
+      <phase duration="4" state="grrrgyyrgrrrrrgGr"/>
+      <phase duration="1" state="grrrgrrrgrrrrrgGr"/>
+      <phase duration="32" state="grrrgrrrgrrrrrgGG"/>
+      <phase duration="4" state="grrrgrrrgrrrrrgyy"/>
+      <phase duration="1" state="grrrgrrrgrrrrrgrr"/>
+      <phase duration="38" state="gGGrgrrrgGGGGrgrr"/>
+      <phase duration="4" state="gyyrgrrrgyyyyrgrr"/>
+      <phase duration="1" state="grrrgrrrgrrrrrgrr"/>
+      <phase duration="40" state="grrGgrrrgrrrrGgrr"/>
+      <phase duration="4" state="grrygrrrgrrrrygrr"/>
+      <phase duration="1" state="grrrgGGrgrrrrrgrr"/>
+      <phase duration="28" state="grrrgGGGgrrrrrgrr"/>
       <phase duration="22" state="grrrgGGygrrrrrgrr"/>
     </tlLogic>
-    <tlLogic id="i1" type="static" programID="i1_prog" offset="-60">
+    <tlLogic id="i1" type="static" programID="i1_prog" offset="-81">
       <phase duration="33" state="gGGGGGrgrr"/>
       <phase duration="4" state="gyyGGGrgrr"/>
       <phase duration="1" state="grrGGGrgrr"/>
@@ -117,7 +117,7 @@
       <phase duration="1" state="grrGGGrgrr"/>
       <phase duration="98" state="grrGGGGgrr"/>
     </tlLogic>
-    <tlLogic id="i2" type="static" programID="i2_prog" offset="-130">
+    <tlLogic id="i2" type="static" programID="i2_prog" offset="-120">
       <phase duration="38" state="GGggGGG"/>
       <phase duration="5" state="yyggyyy"/>
       <phase duration="1" state="rrggrrr"/>
@@ -138,273 +138,273 @@
       <phase duration="1" state="rrggrrr"/>
       <phase duration="37" state="GGggGGG"/>
     </tlLogic>
-    <tlLogic id="i3" type="static" programID="i3_prog" offset="-10">
+    <tlLogic id="i3" type="static" programID="i3_prog" offset="-30">
       <phase duration="34" state="gGGGrgrrrrgGGGrgrrrr"/>
       <phase duration="4" state="gyyyrgrrrrgyyyrgrrrr"/>
-      <phase duration="2" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="33" state="grrrGgrrrrgrrrGgrrrr"/>
+      <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
+      <phase duration="34" state="grrrGgrrrrgrrrGgrrrr"/>
       <phase duration="4" state="grrrygrrrrgrrrygrrrr"/>
-      <phase duration="2" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="37" state="grrrrgrrrrgrrrrgGGGG"/>
+      <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
+      <phase duration="38" state="grrrrgrrrrgrrrrgGGGG"/>
       <phase duration="4" state="grrrrgrrrrgrrrrgyyyy"/>
-      <phase duration="2" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="16" state="grrrrgGGGGgrrrrgrrrr"/>
+      <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
+      <phase duration="17" state="grrrrgGGGGgrrrrgrrrr"/>
       <phase duration="4" state="grrrrgyyyygrrrrgrrrr"/>
-      <phase duration="2" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="32" state="gGGGrgrrrrgGGGrgrrrr"/>
+      <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
+      <phase duration="33" state="gGGGrgrrrrgGGGrgrrrr"/>
       <phase duration="4" state="gyyyrgrrrrgyyyrgrrrr"/>
-      <phase duration="2" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="33" state="grrrGgrrrrgrrrGgrrrr"/>
+      <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
+      <phase duration="34" state="grrrGgrrrrgrrrGgrrrr"/>
       <phase duration="4" state="grrrygrrrrgrrrygrrrr"/>
-      <phase duration="2" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="37" state="grrrrgrrrrgrrrrgGGGG"/>
+      <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
+      <phase duration="38" state="grrrrgrrrrgrrrrgGGGG"/>
       <phase duration="4" state="grrrrgrrrrgrrrrgyyyy"/>
-      <phase duration="2" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="16" state="grrrrgGGGGgrrrrgrrrr"/>
+      <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
+      <phase duration="17" state="grrrrgGGGGgrrrrgrrrr"/>
       <phase duration="4" state="grrrrgyyyygrrrrgrrrr"/>
-      <phase duration="2" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="32" state="gGGGrgrrrrgGGGrgrrrr"/>
+      <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
+      <phase duration="33" state="gGGGrgrrrrgGGGrgrrrr"/>
       <phase duration="4" state="gyyyrgrrrrgyyyrgrrrr"/>
-      <phase duration="2" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="33" state="grrrGgrrrrgrrrGgrrrr"/>
+      <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
+      <phase duration="34" state="grrrGgrrrrgrrrGgrrrr"/>
       <phase duration="4" state="grrrygrrrrgrrrygrrrr"/>
-      <phase duration="2" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="37" state="grrrrgrrrrgrrrrgGGGG"/>
+      <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
+      <phase duration="38" state="grrrrgrrrrgrrrrgGGGG"/>
       <phase duration="4" state="grrrrgrrrrgrrrrgyyyy"/>
-      <phase duration="2" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="16" state="grrrrgGGGGgrrrrgrrrr"/>
+      <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
+      <phase duration="17" state="grrrrgGGGGgrrrrgrrrr"/>
       <phase duration="4" state="grrrrgyyyygrrrrgrrrr"/>
-      <phase duration="2" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="32" state="gGGGrgrrrrgGGGrgrrrr"/>
+      <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
+      <phase duration="33" state="gGGGrgrrrrgGGGrgrrrr"/>
       <phase duration="4" state="gyyyrgrrrrgyyyrgrrrr"/>
-      <phase duration="2" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="33" state="grrrGgrrrrgrrrGgrrrr"/>
+      <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
+      <phase duration="34" state="grrrGgrrrrgrrrGgrrrr"/>
       <phase duration="4" state="grrrygrrrrgrrrygrrrr"/>
-      <phase duration="2" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="37" state="grrrrgrrrrgrrrrgGGGG"/>
+      <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
+      <phase duration="38" state="grrrrgrrrrgrrrrgGGGG"/>
     </tlLogic>
-    <tlLogic id="i6" type="static" programID="i6_prog" offset="-20">
-      <phase duration="1" state="grrrgGGGrgrrgrrr"/>
-      <phase duration="23" state="grrrgGGGrgrrgrrr"/>
+    <tlLogic id="i6" type="static" programID="i6_prog" offset="-50">
+      <phase duration="2" state="grrrgGGGrgrrgrrr"/>
+      <phase duration="22" state="grrrgGGGrgrrgrrr"/>
       <phase duration="4" state="grrrgGGGrgrrgrrr"/>
-      <phase duration="1" state="grrrgGGGrgrrgGGr"/>
-      <phase duration="10" state="grrrgGGGrgrrgGGr"/>
+      <phase duration="2" state="grrrgGGGrgrrgGGr"/>
+      <phase duration="9" state="grrrgGGGrgrrgGGr"/>
       <phase duration="4" state="grrrgyyyrgrrgGGr"/>
-      <phase duration="1" state="grrrgrrrrgrrgGGr"/>
-      <phase duration="38" state="grrrgrrrrgrrgGGG"/>
+      <phase duration="2" state="grrrgrrrrgrrgGGr"/>
+      <phase duration="37" state="grrrgrrrrgrrgGGG"/>
       <phase duration="4" state="grrrgrrrrgrrgyyy"/>
-      <phase duration="1" state="grrrgrrrrgrrgrrr"/>
-      <phase duration="65" state="gGGGgrrrrgrrgrrr"/>
+      <phase duration="2" state="grrrgrrrrgrrgrrr"/>
+      <phase duration="64" state="gGGGgrrrrgrrgrrr"/>
       <phase duration="4" state="gyyygrrrrgrrgrrr"/>
-      <phase duration="1" state="grrrgrrrrgrrgrrr"/>
-      <phase duration="19" state="grrrgrrrrgGGgrrr"/>
+      <phase duration="2" state="grrrgrrrrgrrgrrr"/>
+      <phase duration="18" state="grrrgrrrrgGGgrrr"/>
       <phase duration="4" state="grrrgrrrrgyygrrr"/>
-      <phase duration="1" state="grrrgGGGrgrrgrrr"/>
-      <phase duration="23" state="grrrgGGGrgrrgrrr"/>
+      <phase duration="2" state="grrrgGGGrgrrgrrr"/>
+      <phase duration="22" state="grrrgGGGrgrrgrrr"/>
       <phase duration="4" state="grrrgGGGrgrrgrrr"/>
-      <phase duration="1" state="grrrgGGGrgrrgGGr"/>
-      <phase duration="10" state="grrrgGGGrgrrgGGr"/>
+      <phase duration="2" state="grrrgGGGrgrrgGGr"/>
+      <phase duration="9" state="grrrgGGGrgrrgGGr"/>
       <phase duration="4" state="grrrgyyyrgrrgGGr"/>
-      <phase duration="1" state="grrrgrrrrgrrgGGr"/>
-      <phase duration="38" state="grrrgrrrrgrrgGGG"/>
+      <phase duration="2" state="grrrgrrrrgrrgGGr"/>
+      <phase duration="37" state="grrrgrrrrgrrgGGG"/>
       <phase duration="4" state="grrrgrrrrgrrgyyy"/>
-      <phase duration="1" state="grrrgrrrrgrrgrrr"/>
-      <phase duration="65" state="gGGGgrrrrgrrgrrr"/>
+      <phase duration="2" state="grrrgrrrrgrrgrrr"/>
+      <phase duration="64" state="gGGGgrrrrgrrgrrr"/>
       <phase duration="4" state="gyyygrrrrgrrgrrr"/>
-      <phase duration="1" state="grrrgrrrrgrrgrrr"/>
-      <phase duration="19" state="grrrgrrrrgGGgrrr"/>
+      <phase duration="2" state="grrrgrrrrgrrgrrr"/>
+      <phase duration="18" state="grrrgrrrrgGGgrrr"/>
       <phase duration="4" state="grrrgrrrrgyygrrr"/>
-      <phase duration="1" state="grrrgGGGrgrrgrrr"/>
-      <phase duration="23" state="grrrgGGGrgrrgrrr"/>
+      <phase duration="2" state="grrrgGGGrgrrgrrr"/>
+      <phase duration="22" state="grrrgGGGrgrrgrrr"/>
       <phase duration="4" state="grrrgGGGrgrrgrrr"/>
-      <phase duration="1" state="grrrgGGGrgrrgGGr"/>
-      <phase duration="10" state="grrrgGGGrgrrgGGr"/>
+      <phase duration="2" state="grrrgGGGrgrrgGGr"/>
+      <phase duration="9" state="grrrgGGGrgrrgGGr"/>
       <phase duration="4" state="grrrgyyyrgrrgGGr"/>
-      <phase duration="1" state="grrrgrrrrgrrgGGr"/>
-      <phase duration="38" state="grrrgrrrrgrrgGGG"/>
+      <phase duration="2" state="grrrgrrrrgrrgGGr"/>
+      <phase duration="37" state="grrrgrrrrgrrgGGG"/>
       <phase duration="4" state="grrrgrrrrgrrgyyy"/>
-      <phase duration="1" state="grrrgrrrrgrrgrrr"/>
-      <phase duration="65" state="gGGGgrrrrgrrgrrr"/>
+      <phase duration="2" state="grrrgrrrrgrrgrrr"/>
+      <phase duration="64" state="gGGGgrrrrgrrgrrr"/>
       <phase duration="4" state="gyyygrrrrgrrgrrr"/>
-      <phase duration="1" state="grrrgrrrrgrrgrrr"/>
-      <phase duration="19" state="grrrgrrrrgGGgrrr"/>
+      <phase duration="2" state="grrrgrrrrgrrgrrr"/>
+      <phase duration="18" state="grrrgrrrrgGGgrrr"/>
       <phase duration="4" state="grrrgrrrrgyygrrr"/>
-      <phase duration="1" state="grrrgGGGrgrrgrrr"/>
-      <phase duration="23" state="grrrgGGGrgrrgrrr"/>
+      <phase duration="2" state="grrrgGGGrgrrgrrr"/>
+      <phase duration="22" state="grrrgGGGrgrrgrrr"/>
       <phase duration="4" state="grrrgGGGrgrrgrrr"/>
-      <phase duration="1" state="grrrgGGGrgrrgGGr"/>
-      <phase duration="10" state="grrrgGGGrgrrgGGr"/>
+      <phase duration="2" state="grrrgGGGrgrrgGGr"/>
+      <phase duration="9" state="grrrgGGGrgrrgGGr"/>
       <phase duration="4" state="grrrgyyyrgrrgGGr"/>
-      <phase duration="1" state="grrrgrrrrgrrgGGr"/>
-      <phase duration="38" state="grrrgrrrrgrrgGGG"/>
+      <phase duration="2" state="grrrgrrrrgrrgGGr"/>
+      <phase duration="37" state="grrrgrrrrgrrgGGG"/>
       <phase duration="4" state="grrrgrrrrgrrgyyy"/>
-      <phase duration="1" state="grrrgrrrrgrrgrrr"/>
-      <phase duration="65" state="gGGGgrrrrgrrgrrr"/>
+      <phase duration="2" state="grrrgrrrrgrrgrrr"/>
+      <phase duration="64" state="gGGGgrrrrgrrgrrr"/>
     </tlLogic>
-    <tlLogic id="i7" type="static" programID="i7_prog" offset="-61">
-      <phase duration="41" state="GGrggGG"/>
-      <phase duration="4" state="yyrggyy"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="48" state="rrrggrr"/>
-      <phase duration="4" state="rrrggrr"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="21" state="GGrggGG"/>
-      <phase duration="4" state="yyrggyy"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="21" state="rrrggrr"/>
-      <phase duration="4" state="rrrggrr"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="40" state="GGrggGG"/>
-      <phase duration="4" state="yyrggyy"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="48" state="rrrggrr"/>
-      <phase duration="4" state="rrrggrr"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="21" state="GGrggGG"/>
-      <phase duration="4" state="yyrggyy"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="21" state="rrrggrr"/>
-      <phase duration="4" state="rrrggrr"/>
-      <phase duration="1" state="rrrggrr"/>
+    <tlLogic id="i7" type="static" programID="i7_prog" offset="-60">
       <phase duration="40" state="GGrggGG"/>
-      <phase duration="4" state="yyrggyy"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="48" state="rrrggrr"/>
-      <phase duration="4" state="rrrggrr"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="21" state="GGrggGG"/>
-      <phase duration="4" state="yyrggyy"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="21" state="rrrggrr"/>
-      <phase duration="4" state="rrrggrr"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="40" state="GGrggGG"/>
-      <phase duration="4" state="yyrggyy"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="48" state="rrrggrr"/>
-      <phase duration="4" state="rrrggrr"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="21" state="GGrggGG"/>
+      <phase duration="5" state="yyrggyy"/>
+      <phase duration="2" state="rrrggrr"/>
+      <phase duration="46" state="rrrggrr"/>
+      <phase duration="5" state="rrrggrr"/>
+      <phase duration="2" state="rrrggrr"/>
+      <phase duration="19" state="GGrggGG"/>
+      <phase duration="5" state="yyrggyy"/>
+      <phase duration="2" state="rrrggrr"/>
+      <phase duration="19" state="rrrggrr"/>
+      <phase duration="5" state="rrrggrr"/>
+      <phase duration="2" state="rrrggrr"/>
+      <phase duration="38" state="GGrggGG"/>
+      <phase duration="5" state="yyrggyy"/>
+      <phase duration="2" state="rrrggrr"/>
+      <phase duration="46" state="rrrggrr"/>
+      <phase duration="5" state="rrrggrr"/>
+      <phase duration="2" state="rrrggrr"/>
+      <phase duration="19" state="GGrggGG"/>
+      <phase duration="5" state="yyrggyy"/>
+      <phase duration="2" state="rrrggrr"/>
+      <phase duration="19" state="rrrggrr"/>
+      <phase duration="5" state="rrrggrr"/>
+      <phase duration="2" state="rrrggrr"/>
+      <phase duration="38" state="GGrggGG"/>
+      <phase duration="5" state="yyrggyy"/>
+      <phase duration="2" state="rrrggrr"/>
+      <phase duration="46" state="rrrggrr"/>
+      <phase duration="5" state="rrrggrr"/>
+      <phase duration="2" state="rrrggrr"/>
+      <phase duration="19" state="GGrggGG"/>
+      <phase duration="5" state="yyrggyy"/>
+      <phase duration="2" state="rrrggrr"/>
+      <phase duration="19" state="rrrggrr"/>
+      <phase duration="5" state="rrrggrr"/>
+      <phase duration="2" state="rrrggrr"/>
+      <phase duration="38" state="GGrggGG"/>
+      <phase duration="5" state="yyrggyy"/>
+      <phase duration="2" state="rrrggrr"/>
+      <phase duration="46" state="rrrggrr"/>
+      <phase duration="5" state="rrrggrr"/>
+      <phase duration="2" state="rrrggrr"/>
+      <phase duration="19" state="GGrggGG"/>
     </tlLogic>
-    <tlLogic id="i8" type="static" programID="i8_prog" offset="-70">
+    <tlLogic id="i8" type="static" programID="i8_prog" offset="-171">
       <phase duration="29" state="grrrrrrrgGGGgrrr"/>
       <phase duration="4" state="grrrrrrrgyyygrrr"/>
-      <phase duration="2" state="grrrrrrrgrrrgrrr"/>
-      <phase duration="30" state="grrrrrrrgrrrgGGG"/>
+      <phase duration="1" state="grrrrrrrgrrrgrrr"/>
+      <phase duration="31" state="grrrrrrrgrrrgGGG"/>
       <phase duration="4" state="grrrrrrrgrrrgGGy"/>
-      <phase duration="2" state="grrrrrrrgrrrgGGr"/>
-      <phase duration="19" state="grrrGGGrgrrrgGGr"/>
+      <phase duration="1" state="grrrrrrrgrrrgGGr"/>
+      <phase duration="20" state="grrrGGGrgrrrgGGr"/>
       <phase duration="4" state="grrrGGGrgrrrgyyr"/>
-      <phase duration="2" state="grrrGGGrgrrrgrrr"/>
-      <phase duration="52" state="grrrGGGGgrrrgrrr"/>
+      <phase duration="1" state="grrrGGGrgrrrgrrr"/>
+      <phase duration="53" state="grrrGGGGgrrrgrrr"/>
       <phase duration="4" state="grrryyyygrrrgrrr"/>
-      <phase duration="2" state="grrrrrrrgrrrgrrr"/>
-      <phase duration="12" state="gGGGrrrrgrrrgrrr"/>
-      <phase duration="4" state="gyyyrrrrgrrrgrrr"/>
-      <phase duration="2" state="grrrrrrrgrrrgrrr"/>
-      <phase duration="27" state="grrrrrrrgGGGgrrr"/>
+      <phase duration="1" state="grrrrrrrgrrrgrrr"/>
+      <phase duration="13" state="gGGrrrrrgrrrgrrr"/>
+      <phase duration="4" state="gyyrrrrrgrrrgrrr"/>
+      <phase duration="1" state="grrrrrrrgrrrgrrr"/>
+      <phase duration="28" state="grrrrrrrgGGGgrrr"/>
       <phase duration="4" state="grrrrrrrgyyygrrr"/>
-      <phase duration="2" state="grrrrrrrgrrrgrrr"/>
-      <phase duration="30" state="grrrrrrrgrrrgGGG"/>
+      <phase duration="1" state="grrrrrrrgrrrgrrr"/>
+      <phase duration="31" state="grrrrrrrgrrrgGGG"/>
       <phase duration="4" state="grrrrrrrgrrrgGGy"/>
-      <phase duration="2" state="grrrrrrrgrrrgGGr"/>
-      <phase duration="19" state="grrrGGGrgrrrgGGr"/>
+      <phase duration="1" state="grrrrrrrgrrrgGGr"/>
+      <phase duration="20" state="grrrGGGrgrrrgGGr"/>
       <phase duration="4" state="grrrGGGrgrrrgyyr"/>
-      <phase duration="2" state="grrrGGGrgrrrgrrr"/>
-      <phase duration="52" state="grrrGGGGgrrrgrrr"/>
+      <phase duration="1" state="grrrGGGrgrrrgrrr"/>
+      <phase duration="53" state="grrrGGGGgrrrgrrr"/>
       <phase duration="4" state="grrryyyygrrrgrrr"/>
-      <phase duration="2" state="grrrrrrrgrrrgrrr"/>
-      <phase duration="12" state="gGGGrrrrgrrrgrrr"/>
-      <phase duration="4" state="gyyyrrrrgrrrgrrr"/>
-      <phase duration="2" state="grrrrrrrgrrrgrrr"/>
-      <phase duration="27" state="grrrrrrrgGGGgrrr"/>
+      <phase duration="1" state="grrrrrrrgrrrgrrr"/>
+      <phase duration="13" state="gGGrrrrrgrrrgrrr"/>
+      <phase duration="4" state="gyyrrrrrgrrrgrrr"/>
+      <phase duration="1" state="grrrrrrrgrrrgrrr"/>
+      <phase duration="28" state="grrrrrrrgGGGgrrr"/>
       <phase duration="4" state="grrrrrrrgyyygrrr"/>
-      <phase duration="2" state="grrrrrrrgrrrgrrr"/>
-      <phase duration="30" state="grrrrrrrgrrrgGGG"/>
+      <phase duration="1" state="grrrrrrrgrrrgrrr"/>
+      <phase duration="31" state="grrrrrrrgrrrgGGG"/>
       <phase duration="4" state="grrrrrrrgrrrgGGy"/>
-      <phase duration="2" state="grrrrrrrgrrrgGGr"/>
-      <phase duration="19" state="grrrGGGrgrrrgGGr"/>
+      <phase duration="1" state="grrrrrrrgrrrgGGr"/>
+      <phase duration="20" state="grrrGGGrgrrrgGGr"/>
       <phase duration="4" state="grrrGGGrgrrrgyyr"/>
-      <phase duration="2" state="grrrGGGrgrrrgrrr"/>
-      <phase duration="52" state="grrrGGGGgrrrgrrr"/>
+      <phase duration="1" state="grrrGGGrgrrrgrrr"/>
+      <phase duration="53" state="grrrGGGGgrrrgrrr"/>
       <phase duration="4" state="grrryyyygrrrgrrr"/>
-      <phase duration="2" state="grrrrrrrgrrrgrrr"/>
-      <phase duration="12" state="gGGGrrrrgrrrgrrr"/>
-      <phase duration="4" state="gyyyrrrrgrrrgrrr"/>
-      <phase duration="2" state="grrrrrrrgrrrgrrr"/>
-      <phase duration="27" state="grrrrrrrgGGGgrrr"/>
+      <phase duration="1" state="grrrrrrrgrrrgrrr"/>
+      <phase duration="13" state="gGGrrrrrgrrrgrrr"/>
+      <phase duration="4" state="gyyrrrrrgrrrgrrr"/>
+      <phase duration="1" state="grrrrrrrgrrrgrrr"/>
+      <phase duration="28" state="grrrrrrrgGGGgrrr"/>
       <phase duration="4" state="grrrrrrrgyyygrrr"/>
-      <phase duration="2" state="grrrrrrrgrrrgrrr"/>
-      <phase duration="30" state="grrrrrrrgrrrgGGG"/>
+      <phase duration="1" state="grrrrrrrgrrrgrrr"/>
+      <phase duration="31" state="grrrrrrrgrrrgGGG"/>
       <phase duration="4" state="grrrrrrrgrrrgGGy"/>
-      <phase duration="2" state="grrrrrrrgrrrgGGr"/>
-      <phase duration="19" state="grrrGGGrgrrrgGGr"/>
+      <phase duration="1" state="grrrrrrrgrrrgGGr"/>
+      <phase duration="20" state="grrrGGGrgrrrgGGr"/>
       <phase duration="4" state="grrrGGGrgrrrgyyr"/>
-      <phase duration="2" state="grrrGGGrgrrrgrrr"/>
-      <phase duration="52" state="grrrGGGGgrrrgrrr"/>
+      <phase duration="1" state="grrrGGGrgrrrgrrr"/>
+      <phase duration="53" state="grrrGGGGgrrrgrrr"/>
     </tlLogic>
-    <tlLogic id="i9" type="static" programID="i9_prog" offset="-49">
+    <tlLogic id="i9" type="static" programID="i9_prog" offset="-80">
+      <phase duration="43" state="GGGG"/>
+      <phase duration="3" state="yyyy"/>
+      <phase duration="1" state="rrrr"/>
+      <phase duration="110" state="rrrr"/>
+      <phase duration="3" state="rrrr"/>
+      <phase duration="1" state="rrrr"/>
+      <phase duration="42" state="GGGG"/>
+      <phase duration="3" state="yyyy"/>
+      <phase duration="1" state="rrrr"/>
+      <phase duration="110" state="rrrr"/>
+      <phase duration="3" state="rrrr"/>
+      <phase duration="1" state="rrrr"/>
+      <phase duration="42" state="GGGG"/>
+      <phase duration="3" state="yyyy"/>
+      <phase duration="1" state="rrrr"/>
+      <phase duration="110" state="rrrr"/>
+      <phase duration="3" state="rrrr"/>
+      <phase duration="1" state="rrrr"/>
       <phase duration="42" state="GGGG"/>
-      <phase duration="4" state="yyyy"/>
-      <phase duration="2" state="rrrr"/>
-      <phase duration="109" state="rrrr"/>
-      <phase duration="4" state="rrrr"/>
-      <phase duration="2" state="rrrr"/>
-      <phase duration="40" state="GGGG"/>
-      <phase duration="4" state="yyyy"/>
-      <phase duration="2" state="rrrr"/>
-      <phase duration="107" state="rrrr"/>
-      <phase duration="4" state="rrrr"/>
-      <phase duration="2" state="rrrr"/>
-      <phase duration="40" state="GGGG"/>
-      <phase duration="4" state="yyyy"/>
-      <phase duration="2" state="rrrr"/>
-      <phase duration="108" state="rrrr"/>
-      <phase duration="4" state="rrrr"/>
-      <phase duration="2" state="rrrr"/>
-      <phase duration="40" state="GGGG"/>
     </tlLogic>
-    <tlLogic id="u00" type="static" programID="u00_prog" offset="-61">
+    <tlLogic id="u00" type="static" programID="u00_prog" offset="-90">
+      <phase duration="39" state="GGGGrGGGG"/>
+      <phase duration="4" state="GGGGrGGGG"/>
+      <phase duration="1" state="GGGGrGGGG"/>
+      <phase duration="40" state="GGGGGGGGG"/>
+      <phase duration="4" state="GGGGyGGGG"/>
+      <phase duration="1" state="GGGGrGGGG"/>
+      <phase duration="28" state="GGGGrGGGG"/>
+      <phase duration="4" state="GGGGrGGGG"/>
+      <phase duration="1" state="GGGGrGGGG"/>
+      <phase duration="17" state="GGGGrGGGG"/>
+      <phase duration="4" state="GGGGrGGGG"/>
+      <phase duration="1" state="GGGGrGGGG"/>
+      <phase duration="32" state="GGGGrGGGG"/>
+      <phase duration="4" state="GGGGrGGGG"/>
+      <phase duration="1" state="GGGGrGGGG"/>
+      <phase duration="38" state="GGGGrGGGG"/>
+      <phase duration="4" state="GGGGrGGGG"/>
+      <phase duration="1" state="GGGGrGGGG"/>
+      <phase duration="40" state="GGGGGGGGG"/>
+      <phase duration="4" state="GGGGyGGGG"/>
+      <phase duration="1" state="GGGGrGGGG"/>
+      <phase duration="28" state="GGGGrGGGG"/>
+      <phase duration="4" state="GGGGrGGGG"/>
+      <phase duration="1" state="GGGGrGGGG"/>
+      <phase duration="17" state="GGGGrGGGG"/>
+      <phase duration="4" state="GGGGrGGGG"/>
+      <phase duration="1" state="GGGGrGGGG"/>
+      <phase duration="32" state="GGGGrGGGG"/>
+      <phase duration="4" state="GGGGrGGGG"/>
+      <phase duration="1" state="GGGGrGGGG"/>
       <phase duration="38" state="GGGGrGGGG"/>
-      <phase duration="5" state="GGGGrGGGG"/>
-      <phase duration="2" state="GGGGrGGGG"/>
-      <phase duration="38" state="GGGGGGGGG"/>
-      <phase duration="5" state="GGGGyGGGG"/>
-      <phase duration="2" state="GGGGrGGGG"/>
-      <phase duration="26" state="GGGGrGGGG"/>
-      <phase duration="5" state="GGGGrGGGG"/>
-      <phase duration="2" state="GGGGrGGGG"/>
-      <phase duration="15" state="GGGGrGGGG"/>
-      <phase duration="5" state="GGGGrGGGG"/>
-      <phase duration="2" state="GGGGrGGGG"/>
-      <phase duration="30" state="GGGGrGGGG"/>
-      <phase duration="5" state="GGGGrGGGG"/>
-      <phase duration="2" state="GGGGrGGGG"/>
-      <phase duration="36" state="GGGGrGGGG"/>
-      <phase duration="5" state="GGGGrGGGG"/>
-      <phase duration="2" state="GGGGrGGGG"/>
-      <phase duration="38" state="GGGGGGGGG"/>
-      <phase duration="5" state="GGGGyGGGG"/>
-      <phase duration="2" state="GGGGrGGGG"/>
-      <phase duration="26" state="GGGGrGGGG"/>
-      <phase duration="5" state="GGGGrGGGG"/>
-      <phase duration="2" state="GGGGrGGGG"/>
-      <phase duration="15" state="GGGGrGGGG"/>
-      <phase duration="5" state="GGGGrGGGG"/>
-      <phase duration="2" state="GGGGrGGGG"/>
-      <phase duration="30" state="GGGGrGGGG"/>
-      <phase duration="5" state="GGGGrGGGG"/>
-      <phase duration="2" state="GGGGrGGGG"/>
-      <phase duration="36" state="GGGGrGGGG"/>
-      <phase duration="5" state="GGGGrGGGG"/>
-      <phase duration="2" state="GGGGrGGGG"/>
-      <phase duration="38" state="GGGGGGGGG"/>
-      <phase duration="5" state="GGGGyGGGG"/>
-      <phase duration="2" state="GGGGrGGGG"/>
-      <phase duration="26" state="GGGGrGGGG"/>
+      <phase duration="4" state="GGGGrGGGG"/>
+      <phase duration="1" state="GGGGrGGGG"/>
+      <phase duration="40" state="GGGGGGGGG"/>
+      <phase duration="4" state="GGGGyGGGG"/>
+      <phase duration="1" state="GGGGrGGGG"/>
+      <phase duration="28" state="GGGGrGGGG"/>
       <phase duration="22" state="GGGGrGGGG"/>
     </tlLogic>
-    <tlLogic id="u20" type="static" programID="u20_prog" offset="-130">
+    <tlLogic id="u20" type="static" programID="u20_prog" offset="-120">
       <phase duration="38" state="GGrGGG"/>
       <phase duration="5" state="GGrGGG"/>
       <phase duration="1" state="GGrGGG"/>
@@ -425,197 +425,197 @@
       <phase duration="1" state="GGrGGG"/>
       <phase duration="37" state="GGrGGG"/>
     </tlLogic>
-    <tlLogic id="u30" type="static" programID="u30_prog" offset="-10">
+    <tlLogic id="u30" type="static" programID="u30_prog" offset="-30">
       <phase duration="34" state="GGGGrGGG"/>
       <phase duration="4" state="GGGGrGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="33" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="34" state="GGGGrGGG"/>
       <phase duration="4" state="GGGGrGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="37" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="38" state="GGGGrGGG"/>
       <phase duration="4" state="GGGGrGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="16" state="GGGGGGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="17" state="GGGGGGGG"/>
       <phase duration="4" state="GGGGyGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="32" state="GGGGrGGG"/>
-      <phase duration="4" state="GGGGrGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
       <phase duration="33" state="GGGGrGGG"/>
       <phase duration="4" state="GGGGrGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="37" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="34" state="GGGGrGGG"/>
+      <phase duration="4" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="38" state="GGGGrGGG"/>
       <phase duration="4" state="GGGGrGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="16" state="GGGGGGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="17" state="GGGGGGGG"/>
       <phase duration="4" state="GGGGyGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="32" state="GGGGrGGG"/>
-      <phase duration="4" state="GGGGrGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
       <phase duration="33" state="GGGGrGGG"/>
       <phase duration="4" state="GGGGrGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="37" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="34" state="GGGGrGGG"/>
       <phase duration="4" state="GGGGrGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="16" state="GGGGGGGG"/>
-      <phase duration="4" state="GGGGyGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="32" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="38" state="GGGGrGGG"/>
       <phase duration="4" state="GGGGrGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="17" state="GGGGGGGG"/>
+      <phase duration="4" state="GGGGyGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
       <phase duration="33" state="GGGGrGGG"/>
       <phase duration="4" state="GGGGrGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="37" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="34" state="GGGGrGGG"/>
+      <phase duration="4" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="38" state="GGGGrGGG"/>
     </tlLogic>
-    <tlLogic id="u31" type="static" programID="u31_prog" offset="-10">
+    <tlLogic id="u31" type="static" programID="u31_prog" offset="-30">
       <phase duration="34" state="GGGGGGGG"/>
       <phase duration="4" state="GGGGyGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="33" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="34" state="GGGGrGGG"/>
       <phase duration="4" state="GGGGrGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="37" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="38" state="GGGGrGGG"/>
       <phase duration="4" state="GGGGrGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="16" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="17" state="GGGGrGGG"/>
       <phase duration="4" state="GGGGrGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="32" state="GGGGGGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="33" state="GGGGGGGG"/>
       <phase duration="4" state="GGGGyGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="33" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="34" state="GGGGrGGG"/>
       <phase duration="4" state="GGGGrGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="37" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="38" state="GGGGrGGG"/>
       <phase duration="4" state="GGGGrGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="16" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="17" state="GGGGrGGG"/>
       <phase duration="4" state="GGGGrGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="32" state="GGGGGGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="33" state="GGGGGGGG"/>
       <phase duration="4" state="GGGGyGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="33" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="34" state="GGGGrGGG"/>
       <phase duration="4" state="GGGGrGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="37" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
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       <phase duration="4" state="GGGGrGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="16" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
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       <phase duration="4" state="GGGGrGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="32" state="GGGGGGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="33" state="GGGGGGGG"/>
       <phase duration="4" state="GGGGyGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="33" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="34" state="GGGGrGGG"/>
       <phase duration="4" state="GGGGrGGG"/>
-      <phase duration="2" state="GGGGrGGG"/>
-      <phase duration="37" state="GGGGrGGG"/>
+      <phase duration="1" state="GGGGrGGG"/>
+      <phase duration="38" state="GGGGrGGG"/>
     </tlLogic>
-    <tlLogic id="u32" type="static" programID="u32_prog" offset="-10">
+    <tlLogic id="u32" type="static" programID="u32_prog" offset="-30">
       <phase duration="34" state="GGGGGGGG"/>
       <phase duration="4" state="GGGGGGGy"/>
-      <phase duration="2" state="GGGGGGGr"/>
-      <phase duration="33" state="GGGGGGGr"/>
+      <phase duration="1" state="GGGGGGGr"/>
+      <phase duration="34" state="GGGGGGGr"/>
       <phase duration="4" state="GGGGGGGr"/>
-      <phase duration="2" state="GGGGGGGr"/>
-      <phase duration="37" state="GGGGGGGr"/>
+      <phase duration="1" state="GGGGGGGr"/>
+      <phase duration="38" state="GGGGGGGr"/>
       <phase duration="4" state="GGGGGGGr"/>
-      <phase duration="2" state="GGGGGGGr"/>
-      <phase duration="16" state="GGGGGGGr"/>
+      <phase duration="1" state="GGGGGGGr"/>
+      <phase duration="17" state="GGGGGGGr"/>
       <phase duration="4" state="GGGGGGGr"/>
-      <phase duration="2" state="GGGGGGGr"/>
-      <phase duration="32" state="GGGGGGGG"/>
+      <phase duration="1" state="GGGGGGGr"/>
+      <phase duration="33" state="GGGGGGGG"/>
       <phase duration="4" state="GGGGGGGy"/>
-      <phase duration="2" state="GGGGGGGr"/>
-      <phase duration="33" state="GGGGGGGr"/>
+      <phase duration="1" state="GGGGGGGr"/>
+      <phase duration="34" state="GGGGGGGr"/>
       <phase duration="4" state="GGGGGGGr"/>
-      <phase duration="2" state="GGGGGGGr"/>
-      <phase duration="37" state="GGGGGGGr"/>
+      <phase duration="1" state="GGGGGGGr"/>
+      <phase duration="38" state="GGGGGGGr"/>
       <phase duration="4" state="GGGGGGGr"/>
-      <phase duration="2" state="GGGGGGGr"/>
-      <phase duration="16" state="GGGGGGGr"/>
+      <phase duration="1" state="GGGGGGGr"/>
+      <phase duration="17" state="GGGGGGGr"/>
       <phase duration="4" state="GGGGGGGr"/>
-      <phase duration="2" state="GGGGGGGr"/>
-      <phase duration="32" state="GGGGGGGG"/>
+      <phase duration="1" state="GGGGGGGr"/>
+      <phase duration="33" state="GGGGGGGG"/>
       <phase duration="4" state="GGGGGGGy"/>
-      <phase duration="2" state="GGGGGGGr"/>
-      <phase duration="33" state="GGGGGGGr"/>
+      <phase duration="1" state="GGGGGGGr"/>
+      <phase duration="34" state="GGGGGGGr"/>
       <phase duration="4" state="GGGGGGGr"/>
-      <phase duration="2" state="GGGGGGGr"/>
-      <phase duration="37" state="GGGGGGGr"/>
+      <phase duration="1" state="GGGGGGGr"/>
+      <phase duration="38" state="GGGGGGGr"/>
       <phase duration="4" state="GGGGGGGr"/>
-      <phase duration="2" state="GGGGGGGr"/>
-      <phase duration="16" state="GGGGGGGr"/>
+      <phase duration="1" state="GGGGGGGr"/>
+      <phase duration="17" state="GGGGGGGr"/>
       <phase duration="4" state="GGGGGGGr"/>
-      <phase duration="2" state="GGGGGGGr"/>
-      <phase duration="32" state="GGGGGGGG"/>
+      <phase duration="1" state="GGGGGGGr"/>
+      <phase duration="33" state="GGGGGGGG"/>
       <phase duration="4" state="GGGGGGGy"/>
-      <phase duration="2" state="GGGGGGGr"/>
-      <phase duration="33" state="GGGGGGGr"/>
+      <phase duration="1" state="GGGGGGGr"/>
+      <phase duration="34" state="GGGGGGGr"/>
       <phase duration="4" state="GGGGGGGr"/>
-      <phase duration="2" state="GGGGGGGr"/>
-      <phase duration="37" state="GGGGGGGr"/>
+      <phase duration="1" state="GGGGGGGr"/>
+      <phase duration="38" state="GGGGGGGr"/>
     </tlLogic>
-    <tlLogic id="u60" type="static" programID="u60_prog" offset="-20">
-      <phase duration="1" state="GGGGGGGGr"/>
-      <phase duration="23" state="GGGGGGGGr"/>
+    <tlLogic id="u60" type="static" programID="u60_prog" offset="-50">
+      <phase duration="2" state="GGGGGGGGr"/>
+      <phase duration="22" state="GGGGGGGGr"/>
       <phase duration="4" state="GGGGGGGGr"/>
-      <phase duration="1" state="GGGGGGGGr"/>
-      <phase duration="10" state="GGGGGGGGr"/>
+      <phase duration="2" state="GGGGGGGGr"/>
+      <phase duration="9" state="GGGGGGGGr"/>
       <phase duration="4" state="GGGGGGGGr"/>
-      <phase duration="1" state="GGGGGGGGr"/>
-      <phase duration="38" state="GGGGGGGGG"/>
+      <phase duration="2" state="GGGGGGGGr"/>
+      <phase duration="37" state="GGGGGGGGG"/>
       <phase duration="4" state="GGGGGGGGy"/>
-      <phase duration="1" state="GGGGGGGGr"/>
-      <phase duration="65" state="GGGGGGGGr"/>
+      <phase duration="2" state="GGGGGGGGr"/>
+      <phase duration="64" state="GGGGGGGGr"/>
       <phase duration="4" state="GGGGGGGGr"/>
-      <phase duration="1" state="GGGGGGGGr"/>
-      <phase duration="19" state="GGGGGGGGr"/>
+      <phase duration="2" state="GGGGGGGGr"/>
+      <phase duration="18" state="GGGGGGGGr"/>
       <phase duration="4" state="GGGGGGGGr"/>
-      <phase duration="1" state="GGGGGGGGr"/>
-      <phase duration="23" state="GGGGGGGGr"/>
+      <phase duration="2" state="GGGGGGGGr"/>
+      <phase duration="22" state="GGGGGGGGr"/>
       <phase duration="4" state="GGGGGGGGr"/>
-      <phase duration="1" state="GGGGGGGGr"/>
-      <phase duration="10" state="GGGGGGGGr"/>
+      <phase duration="2" state="GGGGGGGGr"/>
+      <phase duration="9" state="GGGGGGGGr"/>
       <phase duration="4" state="GGGGGGGGr"/>
-      <phase duration="1" state="GGGGGGGGr"/>
-      <phase duration="38" state="GGGGGGGGG"/>
+      <phase duration="2" state="GGGGGGGGr"/>
+      <phase duration="37" state="GGGGGGGGG"/>
       <phase duration="4" state="GGGGGGGGy"/>
-      <phase duration="1" state="GGGGGGGGr"/>
-      <phase duration="65" state="GGGGGGGGr"/>
+      <phase duration="2" state="GGGGGGGGr"/>
+      <phase duration="64" state="GGGGGGGGr"/>
       <phase duration="4" state="GGGGGGGGr"/>
-      <phase duration="1" state="GGGGGGGGr"/>
-      <phase duration="19" state="GGGGGGGGr"/>
+      <phase duration="2" state="GGGGGGGGr"/>
+      <phase duration="18" state="GGGGGGGGr"/>
       <phase duration="4" state="GGGGGGGGr"/>
-      <phase duration="1" state="GGGGGGGGr"/>
-      <phase duration="23" state="GGGGGGGGr"/>
+      <phase duration="2" state="GGGGGGGGr"/>
+      <phase duration="22" state="GGGGGGGGr"/>
       <phase duration="4" state="GGGGGGGGr"/>
-      <phase duration="1" state="GGGGGGGGr"/>
-      <phase duration="10" state="GGGGGGGGr"/>
+      <phase duration="2" state="GGGGGGGGr"/>
+      <phase duration="9" state="GGGGGGGGr"/>
       <phase duration="4" state="GGGGGGGGr"/>
-      <phase duration="1" state="GGGGGGGGr"/>
-      <phase duration="38" state="GGGGGGGGG"/>
+      <phase duration="2" state="GGGGGGGGr"/>
+      <phase duration="37" state="GGGGGGGGG"/>
       <phase duration="4" state="GGGGGGGGy"/>
-      <phase duration="1" state="GGGGGGGGr"/>
-      <phase duration="65" state="GGGGGGGGr"/>
+      <phase duration="2" state="GGGGGGGGr"/>
+      <phase duration="64" state="GGGGGGGGr"/>
       <phase duration="4" state="GGGGGGGGr"/>
-      <phase duration="1" state="GGGGGGGGr"/>
-      <phase duration="19" state="GGGGGGGGr"/>
+      <phase duration="2" state="GGGGGGGGr"/>
+      <phase duration="18" state="GGGGGGGGr"/>
       <phase duration="4" state="GGGGGGGGr"/>
-      <phase duration="1" state="GGGGGGGGr"/>
-      <phase duration="23" state="GGGGGGGGr"/>
+      <phase duration="2" state="GGGGGGGGr"/>
+      <phase duration="22" state="GGGGGGGGr"/>
       <phase duration="4" state="GGGGGGGGr"/>
-      <phase duration="1" state="GGGGGGGGr"/>
-      <phase duration="10" state="GGGGGGGGr"/>
+      <phase duration="2" state="GGGGGGGGr"/>
+      <phase duration="9" state="GGGGGGGGr"/>
       <phase duration="4" state="GGGGGGGGr"/>
-      <phase duration="1" state="GGGGGGGGr"/>
-      <phase duration="38" state="GGGGGGGGG"/>
+      <phase duration="2" state="GGGGGGGGr"/>
+      <phase duration="37" state="GGGGGGGGG"/>
       <phase duration="4" state="GGGGGGGGy"/>
-      <phase duration="1" state="GGGGGGGGr"/>
-      <phase duration="65" state="GGGGGGGGr"/>
+      <phase duration="2" state="GGGGGGGGr"/>
+      <phase duration="64" state="GGGGGGGGr"/>
     </tlLogic>
 </additional>
\ No newline at end of file
diff --git a/Scripts/__pycache__/preprocess_daily.cpython-38.pyc b/Scripts/__pycache__/preprocess_daily.cpython-38.pyc
index 6b8101ff4..29113bb9e 100644
Binary files a/Scripts/__pycache__/preprocess_daily.cpython-38.pyc and b/Scripts/__pycache__/preprocess_daily.cpython-38.pyc differ