diff --git a/Data/tables/angle.csv b/Data/tables/angle.csv
index 6f1e26950..7fae31614 100644
--- a/Data/tables/angle.csv
+++ b/Data/tables/angle.csv
@@ -1,9 +1,49 @@
-,inter_no,angle_A1,angle_A2,angle_A3,angle_A4,angle_A5,angle_A6,angle_A7,angle_A8,angle_B1,angle_B2,angle_B3,angle_B4,angle_B5,angle_B6,angle_B7,angle_B8
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-1,176,180000,180000,270356,NaN,NaN,,,,359180,180270,NaN,NaN,NaN,,,
-2,177,180000,000090,stop,268000,NaN,,,,001176,179270,NaN,090180,NaN,,,
-3,178,180000,000090,270000,090270,NaN,,,,000180,180270,270090,090180,NaN,,,
-4,201,180000,270000,090270,090270,000090,,,,180270,270090,270090,090180,000180,,,
-5,202,090270,stop,NaN,NaN,NaN,,,,270090,NaN,NaN,NaN,NaN,,,
-6,206,180000,stop,180000,stop,NaN,,,,000180,NaN,000180,NaN,NaN,,,
-7,210,090270,268000,359090,180000,NaN,,,,NaN,270090,000180,180270,NaN,,,
+inter_no,move_no,angle_code
+175,1,090180
+175,2,270090
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diff --git a/Data/tables/angle_old.csv b/Data/tables/angle_old.csv
new file mode 100644
index 000000000..6f1e26950
--- /dev/null
+++ b/Data/tables/angle_old.csv
@@ -0,0 +1,9 @@
+,inter_no,angle_A1,angle_A2,angle_A3,angle_A4,angle_A5,angle_A6,angle_A7,angle_A8,angle_B1,angle_B2,angle_B3,angle_B4,angle_B5,angle_B6,angle_B7,angle_B8
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+3,178,180000,000090,270000,090270,NaN,,,,000180,180270,270090,090180,NaN,,,
+4,201,180000,270000,090270,090270,000090,,,,180270,270090,270090,090180,000180,,,
+5,202,090270,stop,NaN,NaN,NaN,,,,270090,NaN,NaN,NaN,NaN,,,
+6,206,180000,stop,180000,stop,NaN,,,,000180,NaN,000180,NaN,NaN,,,
+7,210,090270,268000,359090,180000,NaN,,,,NaN,270090,000180,180270,NaN,,,
diff --git a/Data/tables/history.csv b/Data/tables/history.csv
index b5588db5f..d90c14839 100644
--- a/Data/tables/history.csv
+++ b/Data/tables/history.csv
@@ -1,3962 +1,4069 @@
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diff --git a/Data/tables/plan.csv b/Data/tables/plan.csv
index 3e69b97ba..dacd77f35 100644
--- a/Data/tables/plan.csv
+++ b/Data/tables/plan.csv
@@ -1,32 +1,32 @@
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-202,18,30,48,122,0,0,0,0,0,0,48,122,0,0,0,0,0,0,170,103,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
-206,00,00,33,35,26,26,0,0,0,0,33,35,26,26,0,0,0,0,120,10,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
-206,07,00,44,44,26,26,0,0,0,0,44,44,26,26,0,0,0,0,140,7,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
-206,09,00,45,53,26,26,0,0,0,0,45,53,26,26,0,0,0,0,150,17,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
-206,18,30,46,62,26,26,0,0,0,0,46,62,26,26,0,0,0,0,160,10,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+175,00,00,37,39,55,29,0,0,0,0,37,39,25,59,0,0,0,0,160,57,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+175,07,00,40,42,55,33,0,0,0,0,40,42,29,59,0,0,0,0,170,40,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+175,09,00,43,45,55,37,0,0,0,0,43,45,33,59,0,0,0,0,180,28,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+175,18,30,46,48,55,41,0,0,0,0,46,48,37,59,0,0,0,0,190,18,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+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
+176,18,30,37,113,40,0,0,0,0,0,37,113,40,0,0,0,0,0,190,185,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+177,00,00,36,20,68,26,0,0,0,0,36,20,68,26,0,0,0,0,150,35,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
+177,07,00,40,25,71,34,0,0,0,0,40,25,71,34,0,0,0,0,170,33,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
+177,09,00,43,27,70,40,0,0,0,0,43,27,70,40,0,0,0,0,180,41,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
+177,18,30,45,32,77,36,0,0,0,0,45,32,77,36,0,0,0,0,190,49,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
+178,00,00,38,39,40,23,0,0,0,0,38,39,40,23,0,0,0,0,140,50,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+178,07,00,38,39,42,41,0,0,0,0,38,39,62,21,0,0,0,0,160,90,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+178,09,00,38,39,43,50,0,0,0,0,38,39,71,22,0,0,0,0,170,80,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+178,18,30,38,39,44,59,0,0,0,0,38,39,80,23,0,0,0,0,180,75,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+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
+202,00,00,39,101,0,0,0,0,0,0,39,101,0,0,0,0,0,0,140,103,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+202,07,00,46,114,0,0,0,0,0,0,46,114,0,0,0,0,0,0,160,103,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+202,09,00,46,114,0,0,0,0,0,0,46,114,0,0,0,0,0,0,160,103,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+202,18,30,48,122,0,0,0,0,0,0,48,122,0,0,0,0,0,0,170,103,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+206,00,00,33,35,26,26,0,0,0,0,33,35,26,26,0,0,0,0,120,10,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+206,07,00,44,44,26,26,0,0,0,0,44,44,26,26,0,0,0,0,140,7,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+206,09,00,45,53,26,26,0,0,0,0,45,53,26,26,0,0,0,0,150,17,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+206,18,30,46,62,26,26,0,0,0,0,46,62,26,26,0,0,0,0,160,10,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
 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
diff --git a/Data/tables/raw_tables/0409_make_sample_table.ipynb b/Data/tables/raw_tables/0409_make_sample_table.ipynb
index 7a1ba9d0a..fe309e83f 100644
--- a/Data/tables/raw_tables/0409_make_sample_table.ipynb
+++ b/Data/tables/raw_tables/0409_make_sample_table.ipynb
@@ -435,7 +435,7 @@
     "angle = angle[sorted(angle.columns)]\n",
     "angle = angle.reset_index()\n",
     "display(angle)\n",
-    "angle.to_csv('../angle.csv')"
+    "angle.to_csv('../angle_old.csv')"
    ]
   },
   {
@@ -604,22 +604,22 @@
        "      <td>0</td>\n",
        "      <td>160</td>\n",
        "      <td>57</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>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",
@@ -660,22 +660,22 @@
        "      <td>0</td>\n",
        "      <td>170</td>\n",
        "      <td>40</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>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",
@@ -716,22 +716,22 @@
        "      <td>0</td>\n",
        "      <td>180</td>\n",
        "      <td>28</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>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",
@@ -772,22 +772,22 @@
        "      <td>0</td>\n",
        "      <td>190</td>\n",
        "      <td>18</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>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",
@@ -1068,22 +1068,22 @@
        "      <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",
+       "      <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>9</th>\n",
@@ -1124,22 +1124,22 @@
        "      <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",
+       "      <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>10</th>\n",
@@ -1180,22 +1180,22 @@
        "      <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",
+       "      <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>11</th>\n",
@@ -1236,22 +1236,22 @@
        "      <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",
+       "      <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",
@@ -1276,38 +1276,38 @@
        "      <td>0</td>\n",
        "      <td>140</td>\n",
        "      <td>50</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",
+       "      <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>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</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>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",
+       "      <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>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</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>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",
+       "      <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>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</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>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",
+       "      <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>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
@@ -1516,22 +1516,22 @@
        "      <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",
+       "      <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>17</th>\n",
@@ -1572,22 +1572,22 @@
        "      <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",
+       "      <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>18</th>\n",
@@ -1628,22 +1628,22 @@
        "      <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",
+       "      <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>19</th>\n",
@@ -1684,22 +1684,22 @@
        "      <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",
+       "      <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>20</th>\n",
@@ -1724,22 +1724,22 @@
        "      <td>0</td>\n",
        "      <td>140</td>\n",
        "      <td>103</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>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",
@@ -1780,22 +1780,22 @@
        "      <td>0</td>\n",
        "      <td>160</td>\n",
        "      <td>103</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>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",
@@ -1836,22 +1836,22 @@
        "      <td>0</td>\n",
        "      <td>160</td>\n",
        "      <td>103</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>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",
@@ -1892,22 +1892,22 @@
        "      <td>0</td>\n",
        "      <td>170</td>\n",
        "      <td>103</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>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",
@@ -1948,22 +1948,22 @@
        "      <td>0</td>\n",
        "      <td>120</td>\n",
        "      <td>10</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>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",
@@ -1991,35 +1991,35 @@
        "      <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>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>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>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",
@@ -2060,22 +2060,22 @@
        "      <td>0</td>\n",
        "      <td>150</td>\n",
        "      <td>17</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>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",
@@ -2116,22 +2116,22 @@
        "      <td>0</td>\n",
        "      <td>160</td>\n",
        "      <td>10</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>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",
@@ -2172,38 +2172,38 @@
        "      <td>0</td>\n",
        "      <td>150</td>\n",
        "      <td>115</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>29</th>\n",
@@ -2228,38 +2228,38 @@
        "      <td>0</td>\n",
        "      <td>170</td>\n",
        "      <td>131</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>30</th>\n",
@@ -2284,38 +2284,38 @@
        "      <td>0</td>\n",
        "      <td>180</td>\n",
        "      <td>137</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>31</th>\n",
@@ -2340,38 +2340,38 @@
        "      <td>0</td>\n",
        "      <td>190</td>\n",
        "      <td>143</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",
        "  </tbody>\n",
        "</table>\n",
@@ -2447,10 +2447,10 @@
        "31        0        0        0        0       24       66       75       25   \n",
        "\n",
        "    dura_B5  dura_B6  dura_B7  dura_B8  cycle  offset  yellow_A1  yellow_B1  \\\n",
-       "0         0        0        0        0    160      57          5          5   \n",
-       "1         0        0        0        0    170      40          5          5   \n",
-       "2         0        0        0        0    180      28          5          5   \n",
-       "3         0        0        0        0    190      18          5          5   \n",
+       "0         0        0        0        0    160      57          3          3   \n",
+       "1         0        0        0        0    170      40          3          3   \n",
+       "2         0        0        0        0    180      28          3          3   \n",
+       "3         0        0        0        0    190      18          3          3   \n",
        "4         0        0        0        0    150     131          4          4   \n",
        "5         0        0        0        0    170     153          4          4   \n",
        "6         0        0        0        0    180     169          4          4   \n",
@@ -2459,32 +2459,32 @@
        "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          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",
+       "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",
        "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          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          4          4   \n",
-       "25        0        0        0        0    140       7          4          4   \n",
-       "26        0        0        0        0    150      17          4          4   \n",
-       "27        0        0        0        0    160      10          4          4   \n",
-       "28        0        0        0        0    150     115          3          3   \n",
-       "29        0        0        0        0    170     131          3          3   \n",
-       "30        0        0        0        0    180     137          3          3   \n",
-       "31        0        0        0        0    190     143          3          3   \n",
+       "20        0        0        0        0    140     103          5          5   \n",
+       "21        0        0        0        0    160     103          5          5   \n",
+       "22        0        0        0        0    160     103          5          5   \n",
+       "23        0        0        0        0    170     103          5          5   \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          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           5          5          5          5          5          5   \n",
-       "1           5          5          5          5          5          5   \n",
-       "2           5          5          5          5          5          5   \n",
-       "3           5          5          5          5          5          5   \n",
+       "0           3          3          3          3          3          3   \n",
+       "1           3          3          3          3          3          3   \n",
+       "2           3          3          3          3          3          3   \n",
+       "3           3          3          3          3          3          3   \n",
        "4           4          4          4          4          4          4   \n",
        "5           4          4          4          4          4          4   \n",
        "6           4          4          4          4          4          4   \n",
@@ -2493,32 +2493,32 @@
        "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          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",
+       "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",
        "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          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          4          4          4          4          4          4   \n",
-       "25          4          4          4          4          4          4   \n",
-       "26          4          4          4          4          4          4   \n",
-       "27          4          4          4          4          4          4   \n",
-       "28          3          3          3          3          3          3   \n",
-       "29          3          3          3          3          3          3   \n",
-       "30          3          3          3          3          3          3   \n",
-       "31          3          3          3          3          3          3   \n",
+       "20          5          5          5          5          5          5   \n",
+       "21          5          5          5          5          5          5   \n",
+       "22          5          5          5          5          5          5   \n",
+       "23          5          5          5          5          5          5   \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          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           5          5          5          5          5          5   \n",
-       "1           5          5          5          5          5          5   \n",
-       "2           5          5          5          5          5          5   \n",
-       "3           5          5          5          5          5          5   \n",
+       "0           3          3          3          3          3          3   \n",
+       "1           3          3          3          3          3          3   \n",
+       "2           3          3          3          3          3          3   \n",
+       "3           3          3          3          3          3          3   \n",
        "4           4          4          4          4          4          4   \n",
        "5           4          4          4          4          4          4   \n",
        "6           4          4          4          4          4          4   \n",
@@ -2527,60 +2527,60 @@
        "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          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",
+       "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",
        "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          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          4          4          4          4          4          4   \n",
-       "25          4          4          4          4          4          4   \n",
-       "26          4          4          4          4          4          4   \n",
-       "27          4          4          4          4          4          4   \n",
-       "28          3          3          3          3          3          3   \n",
-       "29          3          3          3          3          3          3   \n",
-       "30          3          3          3          3          3          3   \n",
-       "31          3          3          3          3          3          3   \n",
+       "20          5          5          5          5          5          5   \n",
+       "21          5          5          5          5          5          5   \n",
+       "22          5          5          5          5          5          5   \n",
+       "23          5          5          5          5          5          5   \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          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           5          5       1       1       1       1       1       1   \n",
-       "1           5          5       1       1       1       1       1       1   \n",
-       "2           5          5       1       1       1       1       1       1   \n",
-       "3           5          5       1       1       1       1       1       1   \n",
+       "0           3          3       1       1       1       1       1       1   \n",
+       "1           3          3       1       1       1       1       1       1   \n",
+       "2           3          3       1       1       1       1       1       1   \n",
+       "3           3          3       1       1       1       1       1       1   \n",
        "4           4          4       1       1       1       1       1       1   \n",
        "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       1       1       1       1       1       1   \n",
-       "9           4          4       1       1       1       1       1       1   \n",
-       "10          4          4       1       1       1       1       1       1   \n",
-       "11          4          4       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       2       2       2       2       2       2   \n",
-       "17          4          4       2       2       2       2       2       2   \n",
-       "18          4          4       2       2       2       2       2       2   \n",
-       "19          4          4       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          4          4       1       1       1       1       1       1   \n",
-       "25          4          4       1       1       1       1       1       1   \n",
-       "26          4          4       1       1       1       1       1       1   \n",
-       "27          4          4       1       1       1       1       1       1   \n",
-       "28          3          3       2       2       2       2       2       2   \n",
-       "29          3          3       2       2       2       2       2       2   \n",
-       "30          3          3       2       2       2       2       2       2   \n",
-       "31          3          3       2       2       2       2       2       2   \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       0       0       0       0       0       0   \n",
+       "13          3          3       0       0       0       0       0       0   \n",
+       "14          3          3       0       0       0       0       0       0   \n",
+       "15          3          3       0       0       0       0       0       0   \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          5          5       1       1       1       1       1       1   \n",
+       "21          5          5       1       1       1       1       1       1   \n",
+       "22          5          5       1       1       1       1       1       1   \n",
+       "23          5          5       1       1       1       1       1       1   \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          4          4       1       1       1       1       1       1   \n",
+       "29          4          4       1       1       1       1       1       1   \n",
+       "30          4          4       1       1       1       1       1       1   \n",
+       "31          4          4       1       1       1       1       1       1   \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",
@@ -2591,18 +2591,18 @@
        "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        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       2       2       2       2       2       2       2       2       2   \n",
-       "17       2       2       2       2       2       2       2       2       2   \n",
-       "18       2       2       2       2       2       2       2       2       2   \n",
-       "19       2       2       2       2       2       2       2       2       2   \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       0       0       0       0       0       0       0       0       0   \n",
+       "13       0       0       0       0       0       0       0       0       0   \n",
+       "14       0       0       0       0       0       0       0       0       0   \n",
+       "15       0       0       0       0       0       0       0       0       0   \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       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",
@@ -2611,10 +2611,10 @@
        "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",
-       "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",
-       "31       2       2       2       2       2       2       2       2       2   \n",
+       "28       1       1       1       1       1       1       1       1       1   \n",
+       "29       1       1       1       1       1       1       1       1       1   \n",
+       "30       1       1       1       1       1       1       1       1       1   \n",
+       "31       1       1       1       1       1       1       1       1       1   \n",
        "\n",
        "    red_B8  \n",
        "0        1  \n",
@@ -2625,18 +2625,18 @@
        "5        1  \n",
        "6        1  \n",
        "7        1  \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       2  \n",
-       "17       2  \n",
-       "18       2  \n",
-       "19       2  \n",
+       "8        2  \n",
+       "9        2  \n",
+       "10       2  \n",
+       "11       2  \n",
+       "12       0  \n",
+       "13       0  \n",
+       "14       0  \n",
+       "15       0  \n",
+       "16       1  \n",
+       "17       1  \n",
+       "18       1  \n",
+       "19       1  \n",
        "20       1  \n",
        "21       1  \n",
        "22       1  \n",
@@ -2645,10 +2645,10 @@
        "25       1  \n",
        "26       1  \n",
        "27       1  \n",
-       "28       2  \n",
-       "29       2  \n",
-       "30       2  \n",
-       "31       2  "
+       "28       1  \n",
+       "29       1  \n",
+       "30       1  \n",
+       "31       1  "
       ]
      },
      "metadata": {},
@@ -2760,31 +2760,16 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>206</td>\n",
-       "      <td>1704380520</td>\n",
-       "      <td>33</td>\n",
-       "      <td>35</td>\n",
-       "      <td>26</td>\n",
-       "      <td>26</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
+       "      <td>202</td>\n",
+       "      <td>1704380451</td>\n",
+       "      <td>39</td>\n",
+       "      <td>101</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",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>202</td>\n",
-       "      <td>1704380540</td>\n",
        "      <td>39</td>\n",
        "      <td>101</td>\n",
        "      <td>0</td>\n",
@@ -2793,21 +2778,36 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>39</td>\n",
-       "      <td>101</td>\n",
+       "      <td>140</td>\n",
+       "      <td>103</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>206</td>\n",
+       "      <td>1704380520</td>\n",
+       "      <td>33</td>\n",
+       "      <td>35</td>\n",
+       "      <td>26</td>\n",
+       "      <td>26</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>33</td>\n",
+       "      <td>35</td>\n",
+       "      <td>26</td>\n",
+       "      <td>26</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>140</td>\n",
-       "      <td>103</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>120</td>\n",
+       "      <td>10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>178</td>\n",
-       "      <td>1704380541</td>\n",
+       "      <td>1704380539</td>\n",
        "      <td>38</td>\n",
        "      <td>39</td>\n",
        "      <td>40</td>\n",
@@ -2830,7 +2830,7 @@
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>201</td>\n",
-       "      <td>1704380541</td>\n",
+       "      <td>1704380540</td>\n",
        "      <td>24</td>\n",
        "      <td>24</td>\n",
        "      <td>17</td>\n",
@@ -2852,49 +2852,49 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>176</td>\n",
+       "      <td>177</td>\n",
        "      <td>1704380550</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>5</th>\n",
-       "      <td>177</td>\n",
+       "      <td>176</td>\n",
        "      <td>1704380550</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>6</th>\n",
@@ -2944,123 +2944,100 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
-       "      <td>206</td>\n",
-       "      <td>1704380640</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>202</td>\n",
+       "      <td>1704380590</td>\n",
+       "      <td>39</td>\n",
+       "      <td>101</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",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>201</td>\n",
-       "      <td>1704380680</td>\n",
-       "      <td>24</td>\n",
-       "      <td>24</td>\n",
-       "      <td>17</td>\n",
-       "      <td>58</td>\n",
-       "      <td>17</td>\n",
+       "      <td>39</td>\n",
+       "      <td>101</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>24</td>\n",
-       "      <td>24</td>\n",
-       "      <td>17</td>\n",
-       "      <td>58</td>\n",
-       "      <td>17</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>140</td>\n",
-       "      <td>133</td>\n",
+       "      <td>103</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>178</td>\n",
-       "      <td>1704380680</td>\n",
-       "      <td>38</td>\n",
-       "      <td>39</td>\n",
-       "      <td>40</td>\n",
-       "      <td>23</td>\n",
+       "      <th>9</th>\n",
+       "      <td>206</td>\n",
+       "      <td>1704380640</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>38</td>\n",
-       "      <td>39</td>\n",
-       "      <td>40</td>\n",
-       "      <td>23</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>140</td>\n",
-       "      <td>50</td>\n",
+       "      <td>120</td>\n",
+       "      <td>10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>202</td>\n",
+       "      <th>10</th>\n",
+       "      <td>201</td>\n",
        "      <td>1704380680</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>24</td>\n",
+       "      <td>24</td>\n",
+       "      <td>17</td>\n",
+       "      <td>58</td>\n",
+       "      <td>17</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>24</td>\n",
+       "      <td>24</td>\n",
+       "      <td>17</td>\n",
+       "      <td>58</td>\n",
+       "      <td>17</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>140</td>\n",
-       "      <td>103</td>\n",
+       "      <td>133</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>176</td>\n",
-       "      <td>1704380700</td>\n",
-       "      <td>37</td>\n",
-       "      <td>73</td>\n",
+       "      <th>11</th>\n",
+       "      <td>178</td>\n",
+       "      <td>1704380680</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>0</td>\n",
-       "      <td>37</td>\n",
-       "      <td>73</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>0</td>\n",
-       "      <td>150</td>\n",
-       "      <td>131</td>\n",
+       "      <td>140</td>\n",
+       "      <td>50</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>13</th>\n",
+       "      <th>12</th>\n",
        "      <td>210</td>\n",
-       "      <td>1704380700</td>\n",
+       "      <td>1704380699</td>\n",
        "      <td>43</td>\n",
        "      <td>29</td>\n",
        "      <td>56</td>\n",
@@ -3081,7 +3058,7 @@
        "      <td>115</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>14</th>\n",
+       "      <th>13</th>\n",
        "      <td>177</td>\n",
        "      <td>1704380700</td>\n",
        "      <td>36</td>\n",
@@ -3104,9 +3081,32 @@
        "      <td>35</td>\n",
        "    </tr>\n",
        "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>176</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>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>37</td>\n",
+       "      <td>73</td>\n",
+       "      <td>40</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>150</td>\n",
+       "      <td>131</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
        "      <th>15</th>\n",
        "      <td>175</td>\n",
-       "      <td>1704380719</td>\n",
+       "      <td>1704380720</td>\n",
        "      <td>37</td>\n",
        "      <td>39</td>\n",
        "      <td>55</td>\n",
@@ -3128,6 +3128,29 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
+       "      <td>202</td>\n",
+       "      <td>1704380730</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>17</th>\n",
        "      <td>206</td>\n",
        "      <td>1704380760</td>\n",
        "      <td>33</td>\n",
@@ -3150,9 +3173,9 @@
        "      <td>10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>17</th>\n",
+       "      <th>18</th>\n",
        "      <td>201</td>\n",
-       "      <td>1704380819</td>\n",
+       "      <td>1704380820</td>\n",
        "      <td>24</td>\n",
        "      <td>24</td>\n",
        "      <td>17</td>\n",
@@ -3173,29 +3196,6 @@
        "      <td>133</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>202</td>\n",
-       "      <td>1704380820</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>19</th>\n",
        "      <td>178</td>\n",
        "      <td>1704380820</td>\n",
@@ -3224,69 +3224,69 @@
       ],
       "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       202  1704380540      39     101       0       0       0       0   \n",
-       "2       178  1704380541      38      39      40      23       0       0   \n",
-       "3       201  1704380541      24      24      17      58      17       0   \n",
-       "4       176  1704380550      37      73      40       0       0       0   \n",
-       "5       177  1704380550      36      20      68      26       0       0   \n",
+       "0       202  1704380451      39     101       0       0       0       0   \n",
+       "1       206  1704380520      33      35      26      26       0       0   \n",
+       "2       178  1704380539      38      39      40      23       0       0   \n",
+       "3       201  1704380540      24      24      17      58      17       0   \n",
+       "4       177  1704380550      36      20      68      26       0       0   \n",
+       "5       176  1704380550      37      73      40       0       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  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  1704380680      39     101       0       0       0       0   \n",
-       "12      176  1704380700      37      73      40       0       0       0   \n",
-       "13      210  1704380700      43      29      56      22       0       0   \n",
-       "14      177  1704380700      36      20      68      26       0       0   \n",
-       "15      175  1704380719      37      39      55      29       0       0   \n",
-       "16      206  1704380760      33      35      26      26       0       0   \n",
-       "17      201  1704380819      24      24      17      58      17       0   \n",
-       "18      202  1704380820      39     101       0       0       0       0   \n",
+       "8       202  1704380590      39     101       0       0       0       0   \n",
+       "9       206  1704380640      33      35      26      26       0       0   \n",
+       "10      201  1704380680      24      24      17      58      17       0   \n",
+       "11      178  1704380680      38      39      40      23       0       0   \n",
+       "12      210  1704380699      43      29      56      22       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      202  1704380730      39     101       0       0       0       0   \n",
+       "17      206  1704380760      33      35      26      26       0       0   \n",
+       "18      201  1704380820      24      24      17      58      17       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      39     101       0       0       0       0       0   \n",
+       "0        0       0      39     101       0       0       0       0       0   \n",
+       "1        0       0      33      35      26      26       0       0       0   \n",
        "2        0       0      38      39      40      23       0       0       0   \n",
        "3        0       0      24      24      17      58      17       0       0   \n",
-       "4        0       0      37      73      40       0       0       0       0   \n",
-       "5        0       0      36      20      68      26       0       0       0   \n",
+       "4        0       0      36      20      68      26       0       0       0   \n",
+       "5        0       0      37      73      40       0       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      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      37      73      40       0       0       0       0   \n",
-       "13       0       0      24      48      56      22       0       0       0   \n",
-       "14       0       0      36      20      68      26       0       0       0   \n",
+       "8        0       0      39     101       0       0       0       0       0   \n",
+       "9        0       0      33      35      26      26       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",
+       "12       0       0      24      48      56      22       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      24      24      17      58      17       0       0   \n",
-       "18       0       0      39     101       0       0       0       0       0   \n",
+       "16       0       0      39     101       0       0       0       0       0   \n",
+       "17       0       0      33      35      26      26       0       0       0   \n",
+       "18       0       0      24      24      17      58      17       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    103  \n",
+       "0        0   140    103  \n",
+       "1        0   120     10  \n",
        "2        0   140     50  \n",
        "3        0   140    133  \n",
-       "4        0   150    131  \n",
-       "5        0   150     35  \n",
+       "4        0   150     35  \n",
+       "5        0   150    131  \n",
        "6        0   150    115  \n",
        "7        0   160     57  \n",
-       "8        0   120     10  \n",
-       "9        0   140    133  \n",
-       "10       0   140     50  \n",
-       "11       0   140    103  \n",
-       "12       0   150    131  \n",
-       "13       0   150    115  \n",
-       "14       0   150     35  \n",
+       "8        0   140    103  \n",
+       "9        0   120     10  \n",
+       "10       0   140    133  \n",
+       "11       0   140     50  \n",
+       "12       0   150    115  \n",
+       "13       0   150     35  \n",
+       "14       0   150    131  \n",
        "15       0   160     57  \n",
-       "16       0   120     10  \n",
-       "17       0   140    133  \n",
-       "18       0   140    103  \n",
+       "16       0   140    103  \n",
+       "17       0   120     10  \n",
+       "18       0   140    133  \n",
        "19       0   140     50  "
       ]
      },
@@ -3586,16 +3586,16 @@
      "text": [
       "1. 데이터를 로드합니다.\n",
       "1-1. 네트워크가 로드되었습니다.\n",
-      "1-2. 테이블들이 로드되었습니다.\n",
-      "1-3. 네트워크의 모든 clean state requirement들을 체크했습니다.\n",
-      "1-4. 테이블들의 무결성 검사를 완료했습니다.\n"
+      "1-2. 테이블들이 로드되었습니다.\n"
      ]
     },
     {
-     "name": "stderr",
+     "name": "stdout",
      "output_type": "stream",
      "text": [
-      "이동류정보 불러오는 중: 100%|██████████| 17280/17280 [00:13<00:00, 1252.03it/s]\n"
+      "1-3. 네트워크의 모든 clean state requirement들을 체크했습니다.\n",
+      "1-4. 테이블들의 무결성 검사를 완료했습니다.\n",
+      "1-5. 주요 객체 (리스트, 딕셔너리)들을 저장했습니다.\n"
      ]
     }
    ],
@@ -3613,36 +3613,274 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 15,
+   "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>phase_no</th>\n",
+       "      <th>ring_type</th>\n",
+       "      <th>move_no</th>\n",
+       "      <th>inc_dire</th>\n",
+       "      <th>out_dire</th>\n",
+       "      <th>inc_angle</th>\n",
+       "      <th>out_angle</th>\n",
+       "      <th>inc_edge_id</th>\n",
+       "      <th>out_edge_id</th>\n",
+       "      <th>node_id</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>175</td>\n",
+       "      <td>1</td>\n",
+       "      <td>A</td>\n",
+       "      <td>8</td>\n",
+       "      <td>남</td>\n",
+       "      <td>북</td>\n",
+       "      <td>179</td>\n",
+       "      <td>000</td>\n",
+       "      <td>-571542797_02</td>\n",
+       "      <td>571500487_01</td>\n",
+       "      <td>i0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>175</td>\n",
+       "      <td>1</td>\n",
+       "      <td>B</td>\n",
+       "      <td>4</td>\n",
+       "      <td>북</td>\n",
+       "      <td>남</td>\n",
+       "      <td>001</td>\n",
+       "      <td>180</td>\n",
+       "      <td>-571500487_01</td>\n",
+       "      <td>571542797_02</td>\n",
+       "      <td>i0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>175</td>\n",
+       "      <td>2</td>\n",
+       "      <td>A</td>\n",
+       "      <td>7</td>\n",
+       "      <td>북</td>\n",
+       "      <td>동</td>\n",
+       "      <td>001</td>\n",
+       "      <td>090</td>\n",
+       "      <td>-571500487_01</td>\n",
+       "      <td>571545870_01</td>\n",
+       "      <td>i0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>175</td>\n",
+       "      <td>2</td>\n",
+       "      <td>B</td>\n",
+       "      <td>3</td>\n",
+       "      <td>남</td>\n",
+       "      <td>서</td>\n",
+       "      <td>179</td>\n",
+       "      <td>270</td>\n",
+       "      <td>-571542797_02</td>\n",
+       "      <td>571510153_01</td>\n",
+       "      <td>i0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>175</td>\n",
+       "      <td>3</td>\n",
+       "      <td>A</td>\n",
+       "      <td>6</td>\n",
+       "      <td>동</td>\n",
+       "      <td>서</td>\n",
+       "      <td>090</td>\n",
+       "      <td>270</td>\n",
+       "      <td>571545870_02</td>\n",
+       "      <td>571510153_01</td>\n",
+       "      <td>i0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111</th>\n",
+       "      <td>210</td>\n",
+       "      <td>2</td>\n",
+       "      <td>B</td>\n",
+       "      <td>2</td>\n",
+       "      <td>서</td>\n",
+       "      <td>동</td>\n",
+       "      <td>270</td>\n",
+       "      <td>090</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>u60</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112</th>\n",
+       "      <td>210</td>\n",
+       "      <td>3</td>\n",
+       "      <td>A</td>\n",
+       "      <td>7</td>\n",
+       "      <td>북</td>\n",
+       "      <td>동</td>\n",
+       "      <td>000</td>\n",
+       "      <td>090</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>u60</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113</th>\n",
+       "      <td>210</td>\n",
+       "      <td>3</td>\n",
+       "      <td>B</td>\n",
+       "      <td>4</td>\n",
+       "      <td>북</td>\n",
+       "      <td>남</td>\n",
+       "      <td>000</td>\n",
+       "      <td>180</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>u60</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114</th>\n",
+       "      <td>210</td>\n",
+       "      <td>4</td>\n",
+       "      <td>A</td>\n",
+       "      <td>8</td>\n",
+       "      <td>남</td>\n",
+       "      <td>북</td>\n",
+       "      <td>180</td>\n",
+       "      <td>000</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>u60</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115</th>\n",
+       "      <td>210</td>\n",
+       "      <td>4</td>\n",
+       "      <td>B</td>\n",
+       "      <td>3</td>\n",
+       "      <td>남</td>\n",
+       "      <td>서</td>\n",
+       "      <td>180</td>\n",
+       "      <td>270</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>u60</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>116 rows × 11 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     inter_no  phase_no ring_type  move_no inc_dire out_dire inc_angle  \\\n",
+       "0         175         1         A        8        남        북       179   \n",
+       "1         175         1         B        4        북        남       001   \n",
+       "2         175         2         A        7        북        동       001   \n",
+       "3         175         2         B        3        남        서       179   \n",
+       "4         175         3         A        6        동        서       090   \n",
+       "..        ...       ...       ...      ...      ...      ...       ...   \n",
+       "111       210         2         B        2        서        동       270   \n",
+       "112       210         3         A        7        북        동       000   \n",
+       "113       210         3         B        4        북        남       000   \n",
+       "114       210         4         A        8        남        북       180   \n",
+       "115       210         4         B        3        남        서       180   \n",
+       "\n",
+       "    out_angle    inc_edge_id   out_edge_id node_id  \n",
+       "0         000  -571542797_02  571500487_01      i0  \n",
+       "1         180  -571500487_01  571542797_02      i0  \n",
+       "2         090  -571500487_01  571545870_01      i0  \n",
+       "3         270  -571542797_02  571510153_01      i0  \n",
+       "4         270   571545870_02  571510153_01      i0  \n",
+       "..        ...            ...           ...     ...  \n",
+       "111       090            NaN           NaN     u60  \n",
+       "112       090            NaN           NaN     u60  \n",
+       "113       180            NaN           NaN     u60  \n",
+       "114       000            NaN           NaN     u60  \n",
+       "115       270            NaN           NaN     u60  \n",
+       "\n",
+       "[116 rows x 11 columns]"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "self.match7"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
    "metadata": {},
    "outputs": [],
    "source": [
     "self.match7 = self.match6.copy()\n",
-    "self.match7 = self.match7[['inter_no', 'move_no', 'inc_dir', 'out_dir', 'inc_edge', 'out_edge', 'node_id']]\n",
+    "self.match7 = self.match7[['inter_no', 'move_no', 'inc_dire', 'out_dire', 'inc_edge_id', 'out_edge_id', 'node_id']]\n",
     "\n",
     "# parent_ids = sorted(self.inter_node[self.inter_node.inter_type=='parent'].node_id.unique())\n",
     "# child_ids = sorted(self.inter_node[self.inter_node.inter_type=='child'].node_id.unique())\n",
     "\n",
     "# (1) 가능한 (진입방향, 진출방향) 목록 \n",
-    "flows = self.nema.dropna().apply(lambda row: (row['inc_dir'], row['out_dir']), axis=1).tolist()\n",
+    "flows = self.nema.dropna().apply(lambda row: (row['inc_dire'], row['out_dire']), axis=1).tolist()\n",
     "# (2) 각 교차로별 방향 목록 : pdires (possible directions)\n",
     "pdires = {}\n",
     "for node_id in self.parent_ids:\n",
-    "    dires = self.match7[self.match7.node_id == node_id][['inc_dir','out_dir']].values.flatten()\n",
+    "    dires = self.match7[self.match7.node_id == node_id][['inc_dire','out_dire']].values.flatten()\n",
     "    dires = {dire for dire in dires if type(dire)==str}\n",
     "    pdires[node_id] = dires\n",
     "# (3) 각 (교차로, 진입방향) 별 진입id 목록 : inc2id (incoming direction to incoming edge_id)\n",
     "inc2id = {}\n",
     "for node_id in self.parent_ids:\n",
-    "    for inc_dir in pdires[node_id]:\n",
-    "        df = self.match7[(self.match7.node_id==node_id) & (self.match7.inc_dir==inc_dir)]\n",
-    "        inc2id[(node_id, inc_dir)] = df.inc_edge.iloc[0]\n",
+    "    for inc_dire in pdires[node_id]:\n",
+    "        df = self.match7[(self.match7.node_id==node_id) & (self.match7.inc_dire==inc_dire)]\n",
+    "        inc2id[(node_id, inc_dire)] = df.inc_edge_id.iloc[0]\n",
     "# (4) 각 (교차로, 진출방향) 별 진출id 목록 : out2id (outgoing direction to outgoing edge_id)\n",
     "out2id = {}\n",
     "for node_id in self.parent_ids:\n",
-    "    for out_dir in pdires[node_id]:\n",
-    "        df = self.match7[(self.match7.node_id==node_id) & (self.match7.out_dir==out_dir)]\n",
-    "        out2id[(node_id, out_dir)] = df.out_edge.iloc[0]\n",
+    "    for out_dire in pdires[node_id]:\n",
+    "        df = self.match7[(self.match7.node_id==node_id) & (self.match7.out_dire==out_dire)]\n",
+    "        out2id[(node_id, out_dire)] = df.out_edge_id.iloc[0]\n",
     "# (5) 각 교차로별 가능한 (진입방향, 진출방향) 목록 : pflow (possible flows)\n",
     "pflow = {}\n",
     "for node_id in self.parent_ids:\n",
@@ -3651,7 +3889,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3659,15 +3897,15 @@
     "out_dir2angles = dict()\n",
     "for inter_no in self.match4.inter_no.unique():\n",
     "    df = self.match4[self.match4.inter_no==inter_no].dropna()\n",
-    "    inc_dir2angle = dict(zip(df['inc_dir'], df['inc_angle']))\n",
-    "    out_dir2angle = dict(zip(df['out_dir'], df['out_angle']))\n",
+    "    inc_dir2angle = dict(zip(df['inc_dire'], df['inc_angle']))\n",
+    "    out_dir2angle = dict(zip(df['out_dire'], df['out_angle']))\n",
     "    inc_dir2angles[inter_no] = inc_dir2angle\n",
     "    out_dir2angles[inter_no] = out_dir2angle"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3681,7 +3919,7 @@
     "        inc_angle = inc_dir2angle[inc_dire]\n",
     "        out_angle = out_dir2angle[out_dire]\n",
     "        angle_code = inc_angle + out_angle\n",
-    "        nema_row = self.nema[(self.nema.inc_dir==inc_dire)&(self.nema.out_dir==out_dire)]\n",
+    "        nema_row = self.nema[(self.nema.inc_dire==inc_dire)&(self.nema.out_dire==out_dire)]\n",
     "        move_no = nema_row.iloc[0].move_no\n",
     "        angle = pd.DataFrame({'inter_no':[inter_no],'move_no':[move_no], 'angle_code':[angle_code]})\n",
     "        angles.append(angle)\n",
@@ -3691,10 +3929,49 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['ids.json',\n",
+       " 'match1.csv',\n",
+       " 'match6.csv',\n",
+       " 'matching.csv',\n",
+       " 'movement',\n",
+       " 'node2init.json',\n",
+       " 'node2num_cycles.json',\n",
+       " 'uid2uindex.json']"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "os.listdir('../../../Intermediates')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "import json\n",
+    "match6 = pd.read_csv('../../../Intermediates/match6.csv', index_col=0)\n",
+    "with open('../../../Intermediates/ids.json', 'r') as file:\n",
+    "    ids = json.load(file)\n",
+    "parent_ids = ids['parent_ids']\n",
+    "turn_type = match6.copy()\n",
+    "turn_type = turn_type[(turn_type.node_id.isin(parent_ids)) & (turn_type.move_no.isin(range(1,17)))]\n",
+    "turn_type.loc[turn_type.move_no%2==0, 'turn_type'] = 'straight'\n",
+    "turn_type.loc[turn_type.move_no%2==1, 'turn_type'] = 'left'\n",
+    "turn_type = turn_type[['node_id', 'inc_edge_id', 'out_edge_id', 'turn_type']]\n",
+    "turn_type.to_csv('../turn_type.csv', index=0)"
+   ]
   }
  ],
  "metadata": {
diff --git a/Data/tables/turn_type.csv b/Data/tables/turn_type.csv
new file mode 100644
index 000000000..4883d34ee
--- /dev/null
+++ b/Data/tables/turn_type.csv
@@ -0,0 +1,51 @@
+node_id,inc_edge_id,out_edge_id,turn_type
+i0,-571542797_02,571500487_01,straight
+i0,-571500487_01,571542797_02,straight
+i0,-571500487_01,571545870_01,left
+i0,-571542797_02,571510153_01,left
+i0,571545870_02,571510153_01,straight
+i0,571545870_02,571542797_02,left
+i0,571510153_02,571500487_01,left
+i0,571510153_02,571545870_01,straight
+i1,-571542810_01,-571542797_02.99,straight
+i1,571542797_02.99,571542810_01,straight
+i1,-571542810_01,-571542797_02.99,straight
+i1,-571542810_01,571543469_01,left
+i1,571543469_02,-571542797_02.99,left
+i2,-571542809_01,571542811_01,straight
+i2,571542811_02,571542809_01,straight
+i2,571542811_02,571542107_01,left
+i2,-571542809_01,571542809_01,left
+i2,-571542809_01,571542811_01,left
+i2,571542107_02,571542809_01,left
+i3,571540304_02,571556450_01,straight
+i3,571556450_02,571540304_01,straight
+i3,571556450_02,571500475_01,left
+i3,571540304_02,571540303_01,left
+i3,571540303_02.21,571556450_01,left
+i3,571540303_02.21,571500475_01,straight
+i3,-571500475_01,571540303_01,straight
+i3,-571500475_01,571540304_01,left
+i8,-571500569_01,571500583_02,straight
+i8,-571500569_01,571500618_01,left
+i8,571500618_02,571500583_02,left
+i8,571500618_02,571500617_01,straight
+i8,571500617_02,571500618_01,straight
+i8,571500618_02,571500617_01,straight
+i8,571500617_02,571500618_01,straight
+i8,571500617_02,571500569_01,left
+i8,571500583_01,571500617_01,left
+i8,571500583_01,571500569_01,straight
+i9,571510152_02,-571510152_01,straight
+i9,571510152_01,571510152_01.65,straight
+i7,-571511538_02,571542073_02,straight
+i7,571542073_01,571511538_02,straight
+i7,-571511538_02,571542073_02,straight
+i7,571542073_01,571511538_02,straight
+i6,-571542115_01,571500535_01,straight
+i6,571500535_02.18,571511538_01,left
+i6,571500535_02.18,571542115_01,straight
+i6,571511538_02.121,571542115_01,left
+i6,571511538_02.121,571500585_01,straight
+i6,571500585_02,571511538_01,straight
+i6,571500585_02,571500535_01,left
diff --git a/Data/tables/uturn.csv b/Data/tables/uturn.csv
index f5c589f18..e45af0cda 100644
--- a/Data/tables/uturn.csv
+++ b/Data/tables/uturn.csv
@@ -1,4 +1,4 @@
-parent_id,child_id,head_edge_id,inc_edge_id,out_edge_id
+parent_id,child_id,head_edge_id,from_edge_id,to_edge_id
 i0,u00,-571500487_01,571500487_02,571500487_01.32
 i2,u20,571542811_02,571542810_01.51,571542810_02
 i3,u30,571556450_02,571556452_01,571556452_02
diff --git a/Results/sn_1704418200.add.xml b/Results/sn_1704418200.add.xml
index 970ccdb5b..917468f3d 100644
--- a/Results/sn_1704418200.add.xml
+++ b/Results/sn_1704418200.add.xml
@@ -1,50 +1,50 @@
 <additional>
-    <tlLogic id="c30" type="static" programID="c30_prog" offset="-10">
-      <phase duration="34" state="rrrrrr"/>
-      <phase duration="4" state="rrrrrr"/>
+    <tlLogic id="c30" type="static" programID="c30_prog" offset="-80">
+      <phase duration="33" state="rrrrrr"/>
+      <phase duration="5" state="rrrrrr"/>
       <phase duration="1" state="rrrrrr"/>
-      <phase duration="34" state="GGGGGG"/>
-      <phase duration="4" state="GGGGGG"/>
+      <phase duration="33" state="GGGGGG"/>
+      <phase duration="5" state="GGGGGG"/>
       <phase duration="1" state="GGGGGG"/>
-      <phase duration="38" state="GGGGGG"/>
-      <phase duration="4" state="GGGGGG"/>
+      <phase duration="37" state="GGGGGG"/>
+      <phase duration="5" state="GGGGGG"/>
       <phase duration="1" state="GGGGGG"/>
-      <phase duration="17" state="GGGGGG"/>
-      <phase duration="4" state="yyyyyy"/>
+      <phase duration="16" state="GGGGGG"/>
+      <phase duration="5" state="yyyyyy"/>
       <phase duration="1" state="rrrrrr"/>
-      <phase duration="33" state="rrrrrr"/>
-      <phase duration="4" state="rrrrrr"/>
+      <phase duration="32" state="rrrrrr"/>
+      <phase duration="5" state="rrrrrr"/>
       <phase duration="1" state="rrrrrr"/>
-      <phase duration="34" state="GGGGGG"/>
-      <phase duration="4" state="GGGGGG"/>
+      <phase duration="33" state="GGGGGG"/>
+      <phase duration="5" state="GGGGGG"/>
       <phase duration="1" state="GGGGGG"/>
-      <phase duration="38" state="GGGGGG"/>
-      <phase duration="4" state="GGGGGG"/>
+      <phase duration="37" state="GGGGGG"/>
+      <phase duration="5" state="GGGGGG"/>
       <phase duration="1" state="GGGGGG"/>
-      <phase duration="17" state="GGGGGG"/>
-      <phase duration="4" state="yyyyyy"/>
+      <phase duration="16" state="GGGGGG"/>
+      <phase duration="5" state="yyyyyy"/>
       <phase duration="1" state="rrrrrr"/>
-      <phase duration="33" state="rrrrrr"/>
-      <phase duration="4" state="rrrrrr"/>
+      <phase duration="32" state="rrrrrr"/>
+      <phase duration="5" state="rrrrrr"/>
       <phase duration="1" state="rrrrrr"/>
-      <phase duration="34" state="GGGGGG"/>
-      <phase duration="4" state="GGGGGG"/>
+      <phase duration="33" state="GGGGGG"/>
+      <phase duration="5" state="GGGGGG"/>
       <phase duration="1" state="GGGGGG"/>
-      <phase duration="38" state="GGGGGG"/>
-      <phase duration="4" state="GGGGGG"/>
+      <phase duration="37" state="GGGGGG"/>
+      <phase duration="5" state="GGGGGG"/>
       <phase duration="1" state="GGGGGG"/>
-      <phase duration="17" state="GGGGGG"/>
-      <phase duration="4" state="yyyyyy"/>
+      <phase duration="16" state="GGGGGG"/>
+      <phase duration="5" state="yyyyyy"/>
       <phase duration="1" state="rrrrrr"/>
-      <phase duration="33" state="rrrrrr"/>
-      <phase duration="4" state="rrrrrr"/>
+      <phase duration="32" state="rrrrrr"/>
+      <phase duration="5" state="rrrrrr"/>
       <phase duration="1" state="rrrrrr"/>
-      <phase duration="34" state="GGGGGG"/>
-      <phase duration="4" state="GGGGGG"/>
+      <phase duration="33" state="GGGGGG"/>
+      <phase duration="5" state="GGGGGG"/>
       <phase duration="1" state="GGGGGG"/>
-      <phase duration="38" state="GGGGGG"/>
+      <phase duration="37" state="GGGGGG"/>
     </tlLogic>
-    <tlLogic id="i0" type="static" programID="i0_prog" offset="-40">
+    <tlLogic id="i0" type="static" programID="i0_prog" offset="-20">
       <phase duration="39" state="gGGrgrrrgGGGGrgrr"/>
       <phase duration="4" state="gyyrgrrrgyyyyrgrr"/>
       <phase duration="1" state="grrrgrrrgrrrrrgrr"/>
@@ -84,148 +84,128 @@
       <phase duration="28" state="grrrgGGGgrrrrrgrr"/>
       <phase duration="22" state="grrrgGGygrrrrrgrr"/>
     </tlLogic>
-    <tlLogic id="i1" type="static" programID="i1_prog" offset="-150">
+    <tlLogic id="i1" type="static" programID="i1_prog" offset="-39">
       <phase duration="33" state="gGGGGGrgrr"/>
       <phase duration="4" state="gyyGGGrgrr"/>
-      <phase duration="0" state="grrGGGrgrr"/>
-      <phase duration="0" state="grrGGGGgrr"/>
-      <phase duration="0" state="grrGGGrgrr"/>
-      <phase duration="99" state="grrGGGGgrr"/>
+      <phase duration="1" state="grrGGGrgrr"/>
+      <phase duration="98" state="grrGGGGgrr"/>
       <phase duration="4" state="grryyyygrr"/>
-      <phase duration="0" state="grrrrrrgrr"/>
-      <phase duration="0" state="grrrrrrgrr"/>
-      <phase duration="0" state="grrrrrrgGG"/>
-      <phase duration="36" state="grrrrrrgGG"/>
+      <phase duration="1" state="grrrrrrgrr"/>
+      <phase duration="35" state="grrrrrrgGG"/>
       <phase duration="4" state="grrrrrrgyy"/>
-      <phase duration="0" state="grrrrrrgrr"/>
-      <phase duration="0" state="gGGrrrrgrr"/>
-      <phase duration="0" state="grrGGGrgrr"/>
-      <phase duration="33" state="gGGGGGrgrr"/>
+      <phase duration="1" state="grrrrrrgrr"/>
+      <phase duration="32" state="gGGGGGrgrr"/>
       <phase duration="4" state="gyyGGGrgrr"/>
-      <phase duration="0" state="grrGGGrgrr"/>
-      <phase duration="0" state="grrGGGGgrr"/>
-      <phase duration="0" state="grrGGGrgrr"/>
-      <phase duration="99" state="grrGGGGgrr"/>
+      <phase duration="1" state="grrGGGrgrr"/>
+      <phase duration="98" state="grrGGGGgrr"/>
       <phase duration="4" state="grryyyygrr"/>
-      <phase duration="0" state="grrrrrrgGG"/>
-      <phase duration="0" state="grrrrrrgGG"/>
-      <phase duration="0" state="grrrrrrgrr"/>
-      <phase duration="36" state="grrrrrrgrr"/>
+      <phase duration="1" state="grrrrrrgrr"/>
+      <phase duration="35" state="grrrrrrgGG"/>
       <phase duration="4" state="grrrrrrgyy"/>
-      <phase duration="0" state="grrrrrrgrr"/>
-      <phase duration="0" state="gGGrrrrgrr"/>
-      <phase duration="0" state="grrGGGrgrr"/>
-      <phase duration="33" state="gGGGGGrgrr"/>
+      <phase duration="1" state="grrrrrrgrr"/>
+      <phase duration="32" state="gGGGGGrgrr"/>
       <phase duration="4" state="gyyGGGrgrr"/>
-      <phase duration="0" state="grrGGGrgrr"/>
-      <phase duration="0" state="grrGGGGgrr"/>
-      <phase duration="0" state="grrGGGrgrr"/>
-      <phase duration="99" state="grrGGGGgrr"/>
+      <phase duration="1" state="grrGGGrgrr"/>
+      <phase duration="98" state="grrGGGGgrr"/>
       <phase duration="4" state="grryyyygrr"/>
-      <phase duration="0" state="grrrrrrgGG"/>
-      <phase duration="0" state="grrrrrrgGG"/>
-      <phase duration="0" state="grrrrrrgrr"/>
-      <phase duration="36" state="grrrrrrgrr"/>
+      <phase duration="1" state="grrrrrrgrr"/>
+      <phase duration="35" state="grrrrrrgGG"/>
       <phase duration="4" state="grrrrrrgyy"/>
-      <phase duration="0" state="grrrrrrgrr"/>
-      <phase duration="0" state="gGGrrrrgrr"/>
-      <phase duration="0" state="grrGGGrgrr"/>
-      <phase duration="33" state="gGGGGGrgrr"/>
+      <phase duration="1" state="grrrrrrgrr"/>
+      <phase duration="32" state="gGGGGGrgrr"/>
       <phase duration="4" state="gyyGGGrgrr"/>
-      <phase duration="0" state="grrGGGGgrr"/>
-      <phase duration="0" state="grrGGGrgrr"/>
-      <phase duration="0" state="grrGGGGgrr"/>
-      <phase duration="99" state="grrGGGrgrr"/>
+      <phase duration="1" state="grrGGGrgrr"/>
+      <phase duration="98" state="grrGGGGgrr"/>
     </tlLogic>
     <tlLogic id="i2" type="static" programID="i2_prog" offset="-60">
-      <phase duration="38" state="GGgrGGG"/>
-      <phase duration="5" state="yygryyy"/>
-      <phase duration="1" state="rrgrrrr"/>
+      <phase duration="39" state="GGgrGGG"/>
+      <phase duration="4" state="yygryyy"/>
+      <phase duration="2" state="rrgrrrr"/>
       <phase duration="21" state="rrgrrrr"/>
-      <phase duration="5" state="rrgrrrr"/>
-      <phase duration="1" state="rrgrrrr"/>
+      <phase duration="4" state="rrgrrrr"/>
+      <phase duration="2" state="rrgrrrr"/>
       <phase duration="64" state="rrgrrrr"/>
-      <phase duration="5" state="rrgrrrr"/>
-      <phase duration="1" state="rrgrrrr"/>
+      <phase duration="4" state="rrgrrrr"/>
+      <phase duration="2" state="rrgrrrr"/>
       <phase duration="34" state="rrgrGGG"/>
-      <phase duration="5" state="rrgrGGG"/>
-      <phase duration="1" state="rrgrGGG"/>
+      <phase duration="4" state="rrgrGGG"/>
+      <phase duration="2" state="rrgrGGG"/>
       <phase duration="37" state="GGgrGGG"/>
-      <phase duration="5" state="yygryyy"/>
-      <phase duration="1" state="rrgrrrr"/>
+      <phase duration="4" state="yygryyy"/>
+      <phase duration="2" state="rrgrrrr"/>
       <phase duration="21" state="rrgrrrr"/>
-      <phase duration="5" state="rrgrrrr"/>
-      <phase duration="1" state="rrgrrrr"/>
+      <phase duration="4" state="rrgrrrr"/>
+      <phase duration="2" state="rrgrrrr"/>
       <phase duration="64" state="rrgrrrr"/>
-      <phase duration="5" state="rrgrrrr"/>
-      <phase duration="1" state="rrgrrrr"/>
+      <phase duration="4" state="rrgrrrr"/>
+      <phase duration="2" state="rrgrrrr"/>
       <phase duration="34" state="rrgrGGG"/>
-      <phase duration="5" state="rrgrGGG"/>
-      <phase duration="1" state="rrgrGGG"/>
+      <phase duration="4" state="rrgrGGG"/>
+      <phase duration="2" state="rrgrGGG"/>
       <phase duration="37" state="GGgrGGG"/>
-      <phase duration="5" state="yygryyy"/>
-      <phase duration="1" state="rrgrrrr"/>
+      <phase duration="4" state="yygryyy"/>
+      <phase duration="2" state="rrgrrrr"/>
       <phase duration="21" state="rrgrrrr"/>
-      <phase duration="5" state="rrgrrrr"/>
-      <phase duration="1" state="rrgrrrr"/>
+      <phase duration="4" state="rrgrrrr"/>
+      <phase duration="2" state="rrgrrrr"/>
       <phase duration="64" state="rrgrrrr"/>
-      <phase duration="5" state="rrgrrrr"/>
-      <phase duration="1" state="rrgrrrr"/>
+      <phase duration="4" state="rrgrrrr"/>
+      <phase duration="2" state="rrgrrrr"/>
       <phase duration="34" state="rrgrGGG"/>
-      <phase duration="5" state="rrgrGGG"/>
-      <phase duration="1" state="rrgrGGG"/>
+      <phase duration="4" state="rrgrGGG"/>
+      <phase duration="2" state="rrgrGGG"/>
       <phase duration="37" state="GGgrGGG"/>
-      <phase duration="5" state="yygryyy"/>
-      <phase duration="1" state="rrgrrrr"/>
+      <phase duration="4" state="yygryyy"/>
+      <phase duration="2" state="rrgrrrr"/>
       <phase duration="21" state="rrgrrrr"/>
-      <phase duration="5" state="rrgrrrr"/>
-      <phase duration="1" state="rrgrrrr"/>
+      <phase duration="4" state="rrgrrrr"/>
+      <phase duration="2" state="rrgrrrr"/>
       <phase duration="64" state="rrgrrrr"/>
     </tlLogic>
-    <tlLogic id="i3" type="static" programID="i3_prog" offset="-10">
-      <phase duration="34" state="gGGGrgrrrrgGGGrgrrrr"/>
-      <phase duration="4" state="gyyyrgrrrrgyyyrgrrrr"/>
+    <tlLogic id="i3" type="static" programID="i3_prog" offset="-80">
+      <phase duration="33" state="gGGGrgrrrrgGGGrgrrrr"/>
+      <phase duration="5" state="gyyyrgrrrrgyyyrgrrrr"/>
       <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="34" state="grrrGgrrrrgrrrGgrrrr"/>
-      <phase duration="4" state="grrrygrrrrgrrrygrrrr"/>
+      <phase duration="33" state="grrrGgrrrrgrrrGgrrrr"/>
+      <phase duration="5" state="grrrygrrrrgrrrygrrrr"/>
       <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="38" state="grrrrgrrrrgrrrrgGGGG"/>
-      <phase duration="4" state="grrrrgrrrrgrrrrgyyyy"/>
+      <phase duration="37" state="grrrrgrrrrgrrrrgGGGG"/>
+      <phase duration="5" state="grrrrgrrrrgrrrrgyyyy"/>
       <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="17" state="grrrrgGGGGgrrrrgrrrr"/>
-      <phase duration="4" state="grrrrgyyyygrrrrgrrrr"/>
+      <phase duration="16" state="grrrrgGGGGgrrrrgrrrr"/>
+      <phase duration="5" state="grrrrgyyyygrrrrgrrrr"/>
       <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="33" state="gGGGrgrrrrgGGGrgrrrr"/>
-      <phase duration="4" state="gyyyrgrrrrgyyyrgrrrr"/>
+      <phase duration="32" state="gGGGrgrrrrgGGGrgrrrr"/>
+      <phase duration="5" state="gyyyrgrrrrgyyyrgrrrr"/>
       <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="34" state="grrrGgrrrrgrrrGgrrrr"/>
-      <phase duration="4" state="grrrygrrrrgrrrygrrrr"/>
+      <phase duration="33" state="grrrGgrrrrgrrrGgrrrr"/>
+      <phase duration="5" state="grrrygrrrrgrrrygrrrr"/>
       <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="38" state="grrrrgrrrrgrrrrgGGGG"/>
-      <phase duration="4" state="grrrrgrrrrgrrrrgyyyy"/>
+      <phase duration="37" state="grrrrgrrrrgrrrrgGGGG"/>
+      <phase duration="5" state="grrrrgrrrrgrrrrgyyyy"/>
       <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="17" state="grrrrgGGGGgrrrrgrrrr"/>
-      <phase duration="4" state="grrrrgyyyygrrrrgrrrr"/>
+      <phase duration="16" state="grrrrgGGGGgrrrrgrrrr"/>
+      <phase duration="5" state="grrrrgyyyygrrrrgrrrr"/>
       <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="33" state="gGGGrgrrrrgGGGrgrrrr"/>
-      <phase duration="4" state="gyyyrgrrrrgyyyrgrrrr"/>
+      <phase duration="32" state="gGGGrgrrrrgGGGrgrrrr"/>
+      <phase duration="5" state="gyyyrgrrrrgyyyrgrrrr"/>
       <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="34" state="grrrGgrrrrgrrrGgrrrr"/>
-      <phase duration="4" state="grrrygrrrrgrrrygrrrr"/>
+      <phase duration="33" state="grrrGgrrrrgrrrGgrrrr"/>
+      <phase duration="5" state="grrrygrrrrgrrrygrrrr"/>
       <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="38" state="grrrrgrrrrgrrrrgGGGG"/>
-      <phase duration="4" state="grrrrgrrrrgrrrrgyyyy"/>
+      <phase duration="37" state="grrrrgrrrrgrrrrgGGGG"/>
+      <phase duration="5" state="grrrrgrrrrgrrrrgyyyy"/>
       <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="17" state="grrrrgGGGGgrrrrgrrrr"/>
-      <phase duration="4" state="grrrrgyyyygrrrrgrrrr"/>
+      <phase duration="16" state="grrrrgGGGGgrrrrgrrrr"/>
+      <phase duration="5" state="grrrrgyyyygrrrrgrrrr"/>
       <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="33" state="gGGGrgrrrrgGGGrgrrrr"/>
-      <phase duration="4" state="gyyyrgrrrrgyyyrgrrrr"/>
+      <phase duration="32" state="gGGGrgrrrrgGGGrgrrrr"/>
+      <phase duration="5" state="gyyyrgrrrrgyyyrgrrrr"/>
       <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="34" state="grrrGgrrrrgrrrGgrrrr"/>
-      <phase duration="4" state="grrrygrrrrgrrrygrrrr"/>
+      <phase duration="33" state="grrrGgrrrrgrrrGgrrrr"/>
+      <phase duration="5" state="grrrygrrrrgrrrygrrrr"/>
       <phase duration="1" state="grrrrgrrrrgrrrrgrrrr"/>
-      <phase duration="38" state="grrrrgrrrrgrrrrgGGGG"/>
+      <phase duration="37" state="grrrrgrrrrgrrrrgGGGG"/>
     </tlLogic>
     <tlLogic id="i6" type="static" programID="i6_prog" offset="-10">
       <phase duration="1" state="grrrgGGGrgrrgrrr"/>
@@ -285,130 +265,158 @@
       <phase duration="1" state="grrrgrrrrgrrgrrr"/>
       <phase duration="65" state="gGGGgrrrrgrrgrrr"/>
     </tlLogic>
-    <tlLogic id="i7" type="static" programID="i7_prog" offset="-60">
-      <phase duration="40" state="GGrggGG"/>
-      <phase duration="5" state="yyrggyy"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="47" state="rrrggrr"/>
-      <phase duration="5" state="rrrggrr"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="20" state="GGrggGG"/>
-      <phase duration="5" state="yyrggyy"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="20" state="rrrggrr"/>
-      <phase duration="5" state="rrrggrr"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="39" state="GGrggGG"/>
-      <phase duration="5" state="yyrggyy"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="47" state="rrrggrr"/>
-      <phase duration="5" state="rrrggrr"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="20" state="GGrggGG"/>
-      <phase duration="5" state="yyrggyy"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="20" state="rrrggrr"/>
-      <phase duration="5" state="rrrggrr"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="39" state="GGrggGG"/>
-      <phase duration="5" state="yyrggyy"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="47" state="rrrggrr"/>
-      <phase duration="5" state="rrrggrr"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="20" state="GGrggGG"/>
-      <phase duration="5" state="yyrggyy"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="20" state="rrrggrr"/>
-      <phase duration="5" state="rrrggrr"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="39" state="GGrggGG"/>
-      <phase duration="5" state="yyrggyy"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="47" state="rrrggrr"/>
-      <phase duration="5" state="rrrggrr"/>
-      <phase duration="1" state="rrrggrr"/>
-      <phase duration="20" state="GGrggGG"/>
+    <tlLogic id="i7" type="static" programID="i7_prog" offset="-10">
+      <phase duration="41" state="GGrggGG"/>
+      <phase duration="4" state="yyrggyy"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="49" state="rrrggrr"/>
+      <phase duration="4" state="rrrggrr"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="0" state="GGrggrr"/>
+      <phase duration="0" state="rrrggGG"/>
+      <phase duration="22" state="GGrggGG"/>
+      <phase duration="4" state="yyrggyy"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="22" state="rrrggrr"/>
+      <phase duration="4" state="rrrggrr"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="0" state="GGrggrr"/>
+      <phase duration="0" state="rrrggGG"/>
+      <phase duration="41" state="GGrggGG"/>
+      <phase duration="4" state="yyrggyy"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="49" state="rrrggrr"/>
+      <phase duration="4" state="rrrggrr"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="0" state="GGrggrr"/>
+      <phase duration="0" state="rrrggGG"/>
+      <phase duration="22" state="GGrggGG"/>
+      <phase duration="4" state="yyrggyy"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="22" state="rrrggrr"/>
+      <phase duration="4" state="rrrggrr"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="0" state="GGrggrr"/>
+      <phase duration="0" state="rrrggGG"/>
+      <phase duration="41" state="GGrggGG"/>
+      <phase duration="4" state="yyrggyy"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="49" state="rrrggrr"/>
+      <phase duration="4" state="rrrggrr"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="0" state="GGrggrr"/>
+      <phase duration="0" state="rrrggGG"/>
+      <phase duration="22" state="GGrggGG"/>
+      <phase duration="4" state="yyrggyy"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="22" state="rrrggrr"/>
+      <phase duration="4" state="rrrggrr"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="0" state="GGrggrr"/>
+      <phase duration="0" state="rrrggGG"/>
+      <phase duration="41" state="GGrggGG"/>
+      <phase duration="4" state="yyrggyy"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="49" state="rrrggrr"/>
+      <phase duration="4" state="rrrggrr"/>
+      <phase duration="0" state="rrrggGG"/>
+      <phase duration="0" state="GGrggGG"/>
+      <phase duration="0" state="rrrggrr"/>
+      <phase duration="22" state="GGrggrr"/>
     </tlLogic>
-    <tlLogic id="i8" type="static" programID="i8_prog" offset="-20">
+    <tlLogic id="i8" type="static" programID="i8_prog" offset="-49">
       <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="1" state="grrrrrrrgrrrgrrr"/>
+      <phase duration="13" state="gGGGrrrrgrrrgrrr"/>
       <phase duration="4" state="gyyyrrrrgrrrgrrr"/>
-      <phase duration="2" state="grrrrrrrgrrrgrrr"/>
-      <phase duration="27" state="grrrrrrrgGGGgrrr"/>
+      <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="1" state="grrrrrrrgrrrgrrr"/>
+      <phase duration="13" state="gGGGrrrrgrrrgrrr"/>
       <phase duration="4" state="gyyyrrrrgrrrgrrr"/>
-      <phase duration="2" state="grrrrrrrgrrrgrrr"/>
-      <phase duration="27" state="grrrrrrrgGGGgrrr"/>
+      <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="1" state="grrrrrrrgrrrgrrr"/>
+      <phase duration="13" state="gGGGrrrrgrrrgrrr"/>
       <phase duration="4" state="gyyyrrrrgrrrgrrr"/>
-      <phase duration="2" state="grrrrrrrgrrrgrrr"/>
-      <phase duration="27" state="grrrrrrrgGGGgrrr"/>
+      <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="-130">
-      <phase duration="42" state="GGGG"/>
-      <phase duration="4" state="yyyy"/>
+    <tlLogic id="i9" type="static" programID="i9_prog" offset="-160">
+      <phase duration="41" state="GGGG"/>
+      <phase duration="5" state="yyyy"/>
       <phase duration="1" state="rrrr"/>
-      <phase duration="109" state="rrrr"/>
-      <phase duration="4" state="rrrr"/>
+      <phase duration="108" state="rrrr"/>
+      <phase duration="5" state="rrrr"/>
       <phase duration="1" state="rrrr"/>
-      <phase duration="41" state="GGGG"/>
-      <phase duration="4" state="yyyy"/>
+      <phase duration="40" state="GGGG"/>
+      <phase duration="5" state="yyyy"/>
       <phase duration="1" state="rrrr"/>
-      <phase duration="109" state="rrrr"/>
-      <phase duration="4" state="rrrr"/>
+      <phase duration="108" state="rrrr"/>
+      <phase duration="5" state="rrrr"/>
       <phase duration="1" state="rrrr"/>
-      <phase duration="41" state="GGGG"/>
-      <phase duration="4" state="yyyy"/>
+      <phase duration="40" state="GGGG"/>
+      <phase duration="5" state="yyyy"/>
       <phase duration="1" state="rrrr"/>
-      <phase duration="109" state="rrrr"/>
-      <phase duration="4" state="rrrr"/>
+      <phase duration="108" state="rrrr"/>
+      <phase duration="5" state="rrrr"/>
       <phase duration="1" state="rrrr"/>
-      <phase duration="41" state="GGGG"/>
+      <phase duration="40" state="GGGG"/>
     </tlLogic>
-    <tlLogic id="u00" type="static" programID="u00_prog" offset="-40">
+    <tlLogic id="u00" type="static" programID="u00_prog" offset="-20">
       <phase duration="39" state="ggggrgggg"/>
       <phase duration="4" state="ggggrgggg"/>
       <phase duration="1" state="ggggrgggg"/>
@@ -449,184 +457,184 @@
       <phase duration="22" state="ggggrgggg"/>
     </tlLogic>
     <tlLogic id="u20" type="static" programID="u20_prog" offset="-60">
-      <phase duration="38" state="ggrggg"/>
-      <phase duration="5" state="ggrggg"/>
-      <phase duration="1" state="ggrggg"/>
+      <phase duration="39" state="ggrggg"/>
+      <phase duration="4" state="ggrggg"/>
+      <phase duration="2" state="ggrggg"/>
       <phase duration="21" state="ggGggg"/>
-      <phase duration="5" state="ggyggg"/>
-      <phase duration="1" state="ggrggg"/>
+      <phase duration="4" state="ggyggg"/>
+      <phase duration="2" state="ggrggg"/>
       <phase duration="64" state="ggrggg"/>
-      <phase duration="5" state="ggrggg"/>
-      <phase duration="1" state="ggrggg"/>
+      <phase duration="4" state="ggrggg"/>
+      <phase duration="2" state="ggrggg"/>
       <phase duration="34" state="ggrggg"/>
-      <phase duration="5" state="ggrggg"/>
-      <phase duration="1" state="ggrggg"/>
+      <phase duration="4" state="ggrggg"/>
+      <phase duration="2" state="ggrggg"/>
       <phase duration="37" state="ggrggg"/>
-      <phase duration="5" state="ggrggg"/>
-      <phase duration="1" state="ggrggg"/>
+      <phase duration="4" state="ggrggg"/>
+      <phase duration="2" state="ggrggg"/>
       <phase duration="21" state="ggGggg"/>
-      <phase duration="5" state="ggyggg"/>
-      <phase duration="1" state="ggrggg"/>
+      <phase duration="4" state="ggyggg"/>
+      <phase duration="2" state="ggrggg"/>
       <phase duration="64" state="ggrggg"/>
-      <phase duration="5" state="ggrggg"/>
-      <phase duration="1" state="ggrggg"/>
+      <phase duration="4" state="ggrggg"/>
+      <phase duration="2" state="ggrggg"/>
       <phase duration="34" state="ggrggg"/>
-      <phase duration="5" state="ggrggg"/>
-      <phase duration="1" state="ggrggg"/>
+      <phase duration="4" state="ggrggg"/>
+      <phase duration="2" state="ggrggg"/>
       <phase duration="37" state="ggrggg"/>
-      <phase duration="5" state="ggrggg"/>
-      <phase duration="1" state="ggrggg"/>
+      <phase duration="4" state="ggrggg"/>
+      <phase duration="2" state="ggrggg"/>
       <phase duration="21" state="ggGggg"/>
-      <phase duration="5" state="ggyggg"/>
-      <phase duration="1" state="ggrggg"/>
+      <phase duration="4" state="ggyggg"/>
+      <phase duration="2" state="ggrggg"/>
       <phase duration="64" state="ggrggg"/>
-      <phase duration="5" state="ggrggg"/>
-      <phase duration="1" state="ggrggg"/>
+      <phase duration="4" state="ggrggg"/>
+      <phase duration="2" state="ggrggg"/>
       <phase duration="34" state="ggrggg"/>
-      <phase duration="5" state="ggrggg"/>
-      <phase duration="1" state="ggrggg"/>
+      <phase duration="4" state="ggrggg"/>
+      <phase duration="2" state="ggrggg"/>
       <phase duration="37" state="ggrggg"/>
-      <phase duration="5" state="ggrggg"/>
-      <phase duration="1" state="ggrggg"/>
+      <phase duration="4" state="ggrggg"/>
+      <phase duration="2" state="ggrggg"/>
       <phase duration="21" state="ggGggg"/>
-      <phase duration="5" state="ggyggg"/>
-      <phase duration="1" state="ggrggg"/>
+      <phase duration="4" state="ggyggg"/>
+      <phase duration="2" state="ggrggg"/>
       <phase duration="64" state="ggrggg"/>
     </tlLogic>
-    <tlLogic id="u30" type="static" programID="u30_prog" offset="-10">
-      <phase duration="34" state="ggggrggg"/>
-      <phase duration="4" state="ggggrggg"/>
+    <tlLogic id="u30" type="static" programID="u30_prog" offset="-80">
+      <phase duration="33" state="ggggrggg"/>
+      <phase duration="5" state="ggggrggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="34" state="ggggrggg"/>
-      <phase duration="4" state="ggggrggg"/>
+      <phase duration="33" state="ggggrggg"/>
+      <phase duration="5" state="ggggrggg"/>
+      <phase duration="1" state="ggggrggg"/>
+      <phase duration="37" state="ggggrggg"/>
+      <phase duration="5" state="ggggrggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="38" state="ggggrggg"/>
-      <phase duration="4" state="ggggrggg"/>
+      <phase duration="16" state="ggggGggg"/>
+      <phase duration="5" state="ggggyggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="17" state="ggggGggg"/>
-      <phase duration="4" state="ggggyggg"/>
+      <phase duration="32" state="ggggrggg"/>
+      <phase duration="5" state="ggggrggg"/>
       <phase duration="1" state="ggggrggg"/>
       <phase duration="33" state="ggggrggg"/>
-      <phase duration="4" state="ggggrggg"/>
+      <phase duration="5" state="ggggrggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="34" state="ggggrggg"/>
-      <phase duration="4" state="ggggrggg"/>
+      <phase duration="37" state="ggggrggg"/>
+      <phase duration="5" state="ggggrggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="38" state="ggggrggg"/>
-      <phase duration="4" state="ggggrggg"/>
+      <phase duration="16" state="ggggGggg"/>
+      <phase duration="5" state="ggggyggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="17" state="ggggGggg"/>
-      <phase duration="4" state="ggggyggg"/>
+      <phase duration="32" state="ggggrggg"/>
+      <phase duration="5" state="ggggrggg"/>
       <phase duration="1" state="ggggrggg"/>
       <phase duration="33" state="ggggrggg"/>
-      <phase duration="4" state="ggggrggg"/>
+      <phase duration="5" state="ggggrggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="34" state="ggggrggg"/>
-      <phase duration="4" state="ggggrggg"/>
+      <phase duration="37" state="ggggrggg"/>
+      <phase duration="5" state="ggggrggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="38" state="ggggrggg"/>
-      <phase duration="4" state="ggggrggg"/>
+      <phase duration="16" state="ggggGggg"/>
+      <phase duration="5" state="ggggyggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="17" state="ggggGggg"/>
-      <phase duration="4" state="ggggyggg"/>
+      <phase duration="32" state="ggggrggg"/>
+      <phase duration="5" state="ggggrggg"/>
       <phase duration="1" state="ggggrggg"/>
       <phase duration="33" state="ggggrggg"/>
-      <phase duration="4" state="ggggrggg"/>
+      <phase duration="5" 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="37" state="ggggrggg"/>
     </tlLogic>
-    <tlLogic id="u31" type="static" programID="u31_prog" offset="-10">
-      <phase duration="34" state="ggggGggg"/>
-      <phase duration="4" state="ggggyggg"/>
+    <tlLogic id="u31" type="static" programID="u31_prog" offset="-80">
+      <phase duration="33" state="ggggGggg"/>
+      <phase duration="5" state="ggggyggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="34" state="ggggrggg"/>
-      <phase duration="4" state="ggggrggg"/>
+      <phase duration="33" state="ggggrggg"/>
+      <phase duration="5" state="ggggrggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="38" state="ggggrggg"/>
-      <phase duration="4" state="ggggrggg"/>
+      <phase duration="37" state="ggggrggg"/>
+      <phase duration="5" state="ggggrggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="17" state="ggggrggg"/>
-      <phase duration="4" state="ggggrggg"/>
+      <phase duration="16" state="ggggrggg"/>
+      <phase duration="5" state="ggggrggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="33" state="ggggGggg"/>
-      <phase duration="4" state="ggggyggg"/>
+      <phase duration="32" state="ggggGggg"/>
+      <phase duration="5" state="ggggyggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="34" state="ggggrggg"/>
-      <phase duration="4" state="ggggrggg"/>
+      <phase duration="33" state="ggggrggg"/>
+      <phase duration="5" state="ggggrggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="38" state="ggggrggg"/>
-      <phase duration="4" state="ggggrggg"/>
+      <phase duration="37" state="ggggrggg"/>
+      <phase duration="5" state="ggggrggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="17" state="ggggrggg"/>
-      <phase duration="4" state="ggggrggg"/>
+      <phase duration="16" state="ggggrggg"/>
+      <phase duration="5" state="ggggrggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="33" state="ggggGggg"/>
-      <phase duration="4" state="ggggyggg"/>
+      <phase duration="32" state="ggggGggg"/>
+      <phase duration="5" state="ggggyggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="34" state="ggggrggg"/>
-      <phase duration="4" state="ggggrggg"/>
+      <phase duration="33" state="ggggrggg"/>
+      <phase duration="5" state="ggggrggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="38" state="ggggrggg"/>
-      <phase duration="4" state="ggggrggg"/>
+      <phase duration="37" state="ggggrggg"/>
+      <phase duration="5" state="ggggrggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="17" state="ggggrggg"/>
-      <phase duration="4" state="ggggrggg"/>
+      <phase duration="16" state="ggggrggg"/>
+      <phase duration="5" state="ggggrggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="33" state="ggggGggg"/>
-      <phase duration="4" state="ggggyggg"/>
+      <phase duration="32" state="ggggGggg"/>
+      <phase duration="5" state="ggggyggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="34" state="ggggrggg"/>
-      <phase duration="4" state="ggggrggg"/>
+      <phase duration="33" state="ggggrggg"/>
+      <phase duration="5" state="ggggrggg"/>
       <phase duration="1" state="ggggrggg"/>
-      <phase duration="38" state="ggggrggg"/>
+      <phase duration="37" state="ggggrggg"/>
     </tlLogic>
-    <tlLogic id="u32" type="static" programID="u32_prog" offset="-10">
-      <phase duration="34" state="gggggggG"/>
-      <phase duration="4" state="gggggggy"/>
+    <tlLogic id="u32" type="static" programID="u32_prog" offset="-80">
+      <phase duration="33" state="gggggggG"/>
+      <phase duration="5" state="gggggggy"/>
       <phase duration="1" state="gggggggr"/>
-      <phase duration="34" state="gggggggr"/>
-      <phase duration="4" state="gggggggr"/>
+      <phase duration="33" state="gggggggr"/>
+      <phase duration="5" state="gggggggr"/>
       <phase duration="1" state="gggggggr"/>
-      <phase duration="38" state="gggggggr"/>
-      <phase duration="4" state="gggggggr"/>
+      <phase duration="37" state="gggggggr"/>
+      <phase duration="5" state="gggggggr"/>
       <phase duration="1" state="gggggggr"/>
-      <phase duration="17" state="gggggggr"/>
-      <phase duration="4" state="gggggggr"/>
+      <phase duration="16" state="gggggggr"/>
+      <phase duration="5" state="gggggggr"/>
       <phase duration="1" state="gggggggr"/>
-      <phase duration="33" state="gggggggG"/>
-      <phase duration="4" state="gggggggy"/>
+      <phase duration="32" state="gggggggG"/>
+      <phase duration="5" state="gggggggy"/>
       <phase duration="1" state="gggggggr"/>
-      <phase duration="34" state="gggggggr"/>
-      <phase duration="4" state="gggggggr"/>
+      <phase duration="33" state="gggggggr"/>
+      <phase duration="5" state="gggggggr"/>
       <phase duration="1" state="gggggggr"/>
-      <phase duration="38" state="gggggggr"/>
-      <phase duration="4" state="gggggggr"/>
+      <phase duration="37" state="gggggggr"/>
+      <phase duration="5" state="gggggggr"/>
       <phase duration="1" state="gggggggr"/>
-      <phase duration="17" state="gggggggr"/>
-      <phase duration="4" state="gggggggr"/>
+      <phase duration="16" state="gggggggr"/>
+      <phase duration="5" state="gggggggr"/>
       <phase duration="1" state="gggggggr"/>
-      <phase duration="33" state="gggggggG"/>
-      <phase duration="4" state="gggggggy"/>
+      <phase duration="32" state="gggggggG"/>
+      <phase duration="5" state="gggggggy"/>
       <phase duration="1" state="gggggggr"/>
-      <phase duration="34" state="gggggggr"/>
-      <phase duration="4" state="gggggggr"/>
+      <phase duration="33" state="gggggggr"/>
+      <phase duration="5" state="gggggggr"/>
       <phase duration="1" state="gggggggr"/>
-      <phase duration="38" state="gggggggr"/>
-      <phase duration="4" state="gggggggr"/>
+      <phase duration="37" state="gggggggr"/>
+      <phase duration="5" state="gggggggr"/>
       <phase duration="1" state="gggggggr"/>
-      <phase duration="17" state="gggggggr"/>
-      <phase duration="4" state="gggggggr"/>
+      <phase duration="16" state="gggggggr"/>
+      <phase duration="5" state="gggggggr"/>
       <phase duration="1" state="gggggggr"/>
-      <phase duration="33" state="gggggggG"/>
-      <phase duration="4" state="gggggggy"/>
+      <phase duration="32" state="gggggggG"/>
+      <phase duration="5" state="gggggggy"/>
       <phase duration="1" state="gggggggr"/>
-      <phase duration="34" state="gggggggr"/>
-      <phase duration="4" state="gggggggr"/>
+      <phase duration="33" state="gggggggr"/>
+      <phase duration="5" state="gggggggr"/>
       <phase duration="1" state="gggggggr"/>
-      <phase duration="38" state="gggggggr"/>
+      <phase duration="37" state="gggggggr"/>
     </tlLogic>
     <tlLogic id="u60" type="static" programID="u60_prog" offset="-10">
       <phase duration="1" state="ggggggggr"/>
diff --git a/Scripts/__pycache__/preprocess_daily.cpython-38.pyc b/Scripts/__pycache__/preprocess_daily.cpython-38.pyc
index 95e89beb3..09656f539 100644
Binary files a/Scripts/__pycache__/preprocess_daily.cpython-38.pyc and b/Scripts/__pycache__/preprocess_daily.cpython-38.pyc differ
diff --git a/Scripts/preprocess_daily.py b/Scripts/preprocess_daily.py
index 86c47b9fa..6cd9e661e 100644
--- a/Scripts/preprocess_daily.py
+++ b/Scripts/preprocess_daily.py
@@ -56,7 +56,7 @@ class DailyPreprocessor():
         # 테이블 불러오기
         self.inter_info = pd.read_csv(os.path.join(self.path_tables, 'inter_info.csv'), dtype=loading_dtype)
         # self.angle      = pd.read_csv(os.path.join(self.path_tables, 'angle.csv'), dtype=loading_dtype)
-        self.angle  = pd.read_csv(os.path.join(self.path_tables, 'angle_new.csv'), dtype=loading_dtype)
+        self.angle      = pd.read_csv(os.path.join(self.path_tables, 'angle.csv'), dtype=loading_dtype)
         self.plan       = pd.read_csv(os.path.join(self.path_tables, 'plan.csv'), dtype=loading_dtype)
         self.inter_node = pd.read_csv(os.path.join(self.path_tables, 'inter_node.csv'), dtype=loading_dtype)
         self.uturn      = pd.read_csv(os.path.join(self.path_tables, 'child_uturn.csv'), dtype=loading_dtype)