Repository: emunaran/xai-compare (language: python)

Issue:
fixed circular dependencies using local import



Discussion / hints:

Fix patch:
diff --git a/main.py b/main.py
new file mode 100644
index 0000000..d2f2aea
--- /dev/null
+++ b/main.py
@@ -0,0 +1,70 @@
+"""
+Main File for Testing the XAI Comparison Package
+
+This script demonstrates the setup and usage of the XAI Comparison package,
+using a RandomForestClassifier on the German credit dataset.
+
+Imports:
+    - RandomForestClassifier from sklearn.ensemble
+    - ComparisonFactory from xai_compare.factory
+    - german_credit dataset from xai_compare.datasets
+    - MODE from xai_compare.config
+
+Steps:
+    1. Define the model
+    2. Load the dataset
+    3. Set the mode (classification/regression)
+    4. Configure parameters
+    5. Initialize the ComparisonFactory
+    6. Create and apply comparisons
+"""
+
+
+# Standard library imports
+from sklearn.ensemble import RandomForestClassifier
+
+# Local application imports
+from xai_compare.factory import ComparisonFactory
+from xai_compare.datasets import german_credit
+from xai_compare.config import MODE
+
+
+# Step 1: Define the model
+model = RandomForestClassifier(max_depth=4, n_estimators=100, random_state=42)
+
+# Step 2: Load the dataset
+X, y = german_credit()
+
+# Step 3: Set the mode
+mode = MODE.CLASSIFICATION
+
+# Step 4: Configure parameters
+params = {'model': model,
+          'data': X,
+          'target': y,
+          'custom_explainer': None,
+          'verbose': False,
+          'mode': mode,
+          # 'default_explainers': ['shap', 'lime', 'permutations']  # Uncomment to specify explainers
+          }
+
+# Option to create a custom explainer (uncomment and define your custom explainer)
+# my_custom_explainer = create_my_custom_explainer(...)
+
+
+# Step 5: Initialize the ComparisonFactory
+# The ComparisonFactory is responsible for creating comparison objects based on the provided parameters.
+comparison_factory = ComparisonFactory(**params)
+
+# Step 6: Create and apply comparisons
+# Additional custom comparisons can be defined and added to the comparison_list.
+comparison_list = [
+    comparison_factory.create('feature_selection'),
+    comparison_factory.create('consistency')
+    # Add custom comparisons here
+                    ]
+
+# Apply and display results for each comparison
+for comparison in comparison_list:
+    comparison.apply()
+    comparison.display()
diff --git a/setup.py b/setup.py
index 69e36ba..f210156 100644
--- a/setup.py
+++ b/setup.py
@@ -11,6 +11,7 @@
     long_description_content_type='text/markdown',
     url='https://github.com/emunaran/xai-compare.git',
     packages=find_packages(),
+    include_package_data=True,
     classifiers=[
         'Programming Language :: Python :: 3',
         'License :: OSI Approved :: MIT License',
@@ -30,4 +31,12 @@
         'shap==0.46.0',
         'interpret==0.6.2',
     ],
+    package_data={
+        'xai_compare': [
+            'data/diabetes/diabetes.csv',
+            'data/fico/train.csv',
+            'data/fico/test.csv',
+            'data/german_credit_score/german_credit.csv'
+        ],
+    },
 )
diff --git a/data/diabetes/diabetes.csv b/xai_compare/data/diabetes/diabetes.csv
similarity index 96%
rename from data/diabetes/diabetes.csv
rename to xai_compare/data/diabetes/diabetes.csv
index cb3d662..dcaf5fe 100644
--- a/data/diabetes/diabetes.csv
+++ b/xai_compare/data/diabetes/diabetes.csv
@@ -1,769 +1,769 @@
-Pregnancies,Glucose,BloodPressure,SkinThickness,Insulin,BMI,DiabetesPedigreeFunction,Age,Outcome
-6,148,72,35,0,33.6,0.627,50,1
-1,85,66,29,0,26.6,0.351,31,0
-8,183,64,0,0,23.3,0.672,32,1
-1,89,66,23,94,28.1,0.167,21,0
-0,137,40,35,168,43.1,2.288,33,1
-5,116,74,0,0,25.6,0.201,30,0
-3,78,50,32,88,31,0.248,26,1
-10,115,0,0,0,35.3,0.134,29,0
-2,197,70,45,543,30.5,0.158,53,1
-8,125,96,0,0,0,0.232,54,1
-4,110,92,0,0,37.6,0.191,30,0
-10,168,74,0,0,38,0.537,34,1
-10,139,80,0,0,27.1,1.441,57,0
-1,189,60,23,846,30.1,0.398,59,1
-5,166,72,19,175,25.8,0.587,51,1
-7,100,0,0,0,30,0.484,32,1
-0,118,84,47,230,45.8,0.551,31,1
-7,107,74,0,0,29.6,0.254,31,1
-1,103,30,38,83,43.3,0.183,33,0
-1,115,70,30,96,34.6,0.529,32,1
-3,126,88,41,235,39.3,0.704,27,0
-8,99,84,0,0,35.4,0.388,50,0
-7,196,90,0,0,39.8,0.451,41,1
-9,119,80,35,0,29,0.263,29,1
-11,143,94,33,146,36.6,0.254,51,1
-10,125,70,26,115,31.1,0.205,41,1
-7,147,76,0,0,39.4,0.257,43,1
-1,97,66,15,140,23.2,0.487,22,0
-13,145,82,19,110,22.2,0.245,57,0
-5,117,92,0,0,34.1,0.337,38,0
-5,109,75,26,0,36,0.546,60,0
-3,158,76,36,245,31.6,0.851,28,1
-3,88,58,11,54,24.8,0.267,22,0
-6,92,92,0,0,19.9,0.188,28,0
-10,122,78,31,0,27.6,0.512,45,0
-4,103,60,33,192,24,0.966,33,0
-11,138,76,0,0,33.2,0.42,35,0
-9,102,76,37,0,32.9,0.665,46,1
-2,90,68,42,0,38.2,0.503,27,1
-4,111,72,47,207,37.1,1.39,56,1
-3,180,64,25,70,34,0.271,26,0
-7,133,84,0,0,40.2,0.696,37,0
-7,106,92,18,0,22.7,0.235,48,0
-9,171,110,24,240,45.4,0.721,54,1
-7,159,64,0,0,27.4,0.294,40,0
-0,180,66,39,0,42,1.893,25,1
-1,146,56,0,0,29.7,0.564,29,0
-2,71,70,27,0,28,0.586,22,0
-7,103,66,32,0,39.1,0.344,31,1
-7,105,0,0,0,0,0.305,24,0
-1,103,80,11,82,19.4,0.491,22,0
-1,101,50,15,36,24.2,0.526,26,0
-5,88,66,21,23,24.4,0.342,30,0
-8,176,90,34,300,33.7,0.467,58,1
-7,150,66,42,342,34.7,0.718,42,0
-1,73,50,10,0,23,0.248,21,0
-7,187,68,39,304,37.7,0.254,41,1
-0,100,88,60,110,46.8,0.962,31,0
-0,146,82,0,0,40.5,1.781,44,0
-0,105,64,41,142,41.5,0.173,22,0
-2,84,0,0,0,0,0.304,21,0
-8,133,72,0,0,32.9,0.27,39,1
-5,44,62,0,0,25,0.587,36,0
-2,141,58,34,128,25.4,0.699,24,0
-7,114,66,0,0,32.8,0.258,42,1
-5,99,74,27,0,29,0.203,32,0
-0,109,88,30,0,32.5,0.855,38,1
-2,109,92,0,0,42.7,0.845,54,0
-1,95,66,13,38,19.6,0.334,25,0
-4,146,85,27,100,28.9,0.189,27,0
-2,100,66,20,90,32.9,0.867,28,1
-5,139,64,35,140,28.6,0.411,26,0
-13,126,90,0,0,43.4,0.583,42,1
-4,129,86,20,270,35.1,0.231,23,0
-1,79,75,30,0,32,0.396,22,0
-1,0,48,20,0,24.7,0.14,22,0
-7,62,78,0,0,32.6,0.391,41,0
-5,95,72,33,0,37.7,0.37,27,0
-0,131,0,0,0,43.2,0.27,26,1
-2,112,66,22,0,25,0.307,24,0
-3,113,44,13,0,22.4,0.14,22,0
-2,74,0,0,0,0,0.102,22,0
-7,83,78,26,71,29.3,0.767,36,0
-0,101,65,28,0,24.6,0.237,22,0
-5,137,108,0,0,48.8,0.227,37,1
-2,110,74,29,125,32.4,0.698,27,0
-13,106,72,54,0,36.6,0.178,45,0
-2,100,68,25,71,38.5,0.324,26,0
-15,136,70,32,110,37.1,0.153,43,1
-1,107,68,19,0,26.5,0.165,24,0
-1,80,55,0,0,19.1,0.258,21,0
-4,123,80,15,176,32,0.443,34,0
-7,81,78,40,48,46.7,0.261,42,0
-4,134,72,0,0,23.8,0.277,60,1
-2,142,82,18,64,24.7,0.761,21,0
-6,144,72,27,228,33.9,0.255,40,0
-2,92,62,28,0,31.6,0.13,24,0
-1,71,48,18,76,20.4,0.323,22,0
-6,93,50,30,64,28.7,0.356,23,0
-1,122,90,51,220,49.7,0.325,31,1
-1,163,72,0,0,39,1.222,33,1
-1,151,60,0,0,26.1,0.179,22,0
-0,125,96,0,0,22.5,0.262,21,0
-1,81,72,18,40,26.6,0.283,24,0
-2,85,65,0,0,39.6,0.93,27,0
-1,126,56,29,152,28.7,0.801,21,0
-1,96,122,0,0,22.4,0.207,27,0
-4,144,58,28,140,29.5,0.287,37,0
-3,83,58,31,18,34.3,0.336,25,0
-0,95,85,25,36,37.4,0.247,24,1
-3,171,72,33,135,33.3,0.199,24,1
-8,155,62,26,495,34,0.543,46,1
-1,89,76,34,37,31.2,0.192,23,0
-4,76,62,0,0,34,0.391,25,0
-7,160,54,32,175,30.5,0.588,39,1
-4,146,92,0,0,31.2,0.539,61,1
-5,124,74,0,0,34,0.22,38,1
-5,78,48,0,0,33.7,0.654,25,0
-4,97,60,23,0,28.2,0.443,22,0
-4,99,76,15,51,23.2,0.223,21,0
-0,162,76,56,100,53.2,0.759,25,1
-6,111,64,39,0,34.2,0.26,24,0
-2,107,74,30,100,33.6,0.404,23,0
-5,132,80,0,0,26.8,0.186,69,0
-0,113,76,0,0,33.3,0.278,23,1
-1,88,30,42,99,55,0.496,26,1
-3,120,70,30,135,42.9,0.452,30,0
-1,118,58,36,94,33.3,0.261,23,0
-1,117,88,24,145,34.5,0.403,40,1
-0,105,84,0,0,27.9,0.741,62,1
-4,173,70,14,168,29.7,0.361,33,1
-9,122,56,0,0,33.3,1.114,33,1
-3,170,64,37,225,34.5,0.356,30,1
-8,84,74,31,0,38.3,0.457,39,0
-2,96,68,13,49,21.1,0.647,26,0
-2,125,60,20,140,33.8,0.088,31,0
-0,100,70,26,50,30.8,0.597,21,0
-0,93,60,25,92,28.7,0.532,22,0
-0,129,80,0,0,31.2,0.703,29,0
-5,105,72,29,325,36.9,0.159,28,0
-3,128,78,0,0,21.1,0.268,55,0
-5,106,82,30,0,39.5,0.286,38,0
-2,108,52,26,63,32.5,0.318,22,0
-10,108,66,0,0,32.4,0.272,42,1
-4,154,62,31,284,32.8,0.237,23,0
-0,102,75,23,0,0,0.572,21,0
-9,57,80,37,0,32.8,0.096,41,0
-2,106,64,35,119,30.5,1.4,34,0
-5,147,78,0,0,33.7,0.218,65,0
-2,90,70,17,0,27.3,0.085,22,0
-1,136,74,50,204,37.4,0.399,24,0
-4,114,65,0,0,21.9,0.432,37,0
-9,156,86,28,155,34.3,1.189,42,1
-1,153,82,42,485,40.6,0.687,23,0
-8,188,78,0,0,47.9,0.137,43,1
-7,152,88,44,0,50,0.337,36,1
-2,99,52,15,94,24.6,0.637,21,0
-1,109,56,21,135,25.2,0.833,23,0
-2,88,74,19,53,29,0.229,22,0
-17,163,72,41,114,40.9,0.817,47,1
-4,151,90,38,0,29.7,0.294,36,0
-7,102,74,40,105,37.2,0.204,45,0
-0,114,80,34,285,44.2,0.167,27,0
-2,100,64,23,0,29.7,0.368,21,0
-0,131,88,0,0,31.6,0.743,32,1
-6,104,74,18,156,29.9,0.722,41,1
-3,148,66,25,0,32.5,0.256,22,0
-4,120,68,0,0,29.6,0.709,34,0
-4,110,66,0,0,31.9,0.471,29,0
-3,111,90,12,78,28.4,0.495,29,0
-6,102,82,0,0,30.8,0.18,36,1
-6,134,70,23,130,35.4,0.542,29,1
-2,87,0,23,0,28.9,0.773,25,0
-1,79,60,42,48,43.5,0.678,23,0
-2,75,64,24,55,29.7,0.37,33,0
-8,179,72,42,130,32.7,0.719,36,1
-6,85,78,0,0,31.2,0.382,42,0
-0,129,110,46,130,67.1,0.319,26,1
-5,143,78,0,0,45,0.19,47,0
-5,130,82,0,0,39.1,0.956,37,1
-6,87,80,0,0,23.2,0.084,32,0
-0,119,64,18,92,34.9,0.725,23,0
-1,0,74,20,23,27.7,0.299,21,0
-5,73,60,0,0,26.8,0.268,27,0
-4,141,74,0,0,27.6,0.244,40,0
-7,194,68,28,0,35.9,0.745,41,1
-8,181,68,36,495,30.1,0.615,60,1
-1,128,98,41,58,32,1.321,33,1
-8,109,76,39,114,27.9,0.64,31,1
-5,139,80,35,160,31.6,0.361,25,1
-3,111,62,0,0,22.6,0.142,21,0
-9,123,70,44,94,33.1,0.374,40,0
-7,159,66,0,0,30.4,0.383,36,1
-11,135,0,0,0,52.3,0.578,40,1
-8,85,55,20,0,24.4,0.136,42,0
-5,158,84,41,210,39.4,0.395,29,1
-1,105,58,0,0,24.3,0.187,21,0
-3,107,62,13,48,22.9,0.678,23,1
-4,109,64,44,99,34.8,0.905,26,1
-4,148,60,27,318,30.9,0.15,29,1
-0,113,80,16,0,31,0.874,21,0
-1,138,82,0,0,40.1,0.236,28,0
-0,108,68,20,0,27.3,0.787,32,0
-2,99,70,16,44,20.4,0.235,27,0
-6,103,72,32,190,37.7,0.324,55,0
-5,111,72,28,0,23.9,0.407,27,0
-8,196,76,29,280,37.5,0.605,57,1
-5,162,104,0,0,37.7,0.151,52,1
-1,96,64,27,87,33.2,0.289,21,0
-7,184,84,33,0,35.5,0.355,41,1
-2,81,60,22,0,27.7,0.29,25,0
-0,147,85,54,0,42.8,0.375,24,0
-7,179,95,31,0,34.2,0.164,60,0
-0,140,65,26,130,42.6,0.431,24,1
-9,112,82,32,175,34.2,0.26,36,1
-12,151,70,40,271,41.8,0.742,38,1
-5,109,62,41,129,35.8,0.514,25,1
-6,125,68,30,120,30,0.464,32,0
-5,85,74,22,0,29,1.224,32,1
-5,112,66,0,0,37.8,0.261,41,1
-0,177,60,29,478,34.6,1.072,21,1
-2,158,90,0,0,31.6,0.805,66,1
-7,119,0,0,0,25.2,0.209,37,0
-7,142,60,33,190,28.8,0.687,61,0
-1,100,66,15,56,23.6,0.666,26,0
-1,87,78,27,32,34.6,0.101,22,0
-0,101,76,0,0,35.7,0.198,26,0
-3,162,52,38,0,37.2,0.652,24,1
-4,197,70,39,744,36.7,2.329,31,0
-0,117,80,31,53,45.2,0.089,24,0
-4,142,86,0,0,44,0.645,22,1
-6,134,80,37,370,46.2,0.238,46,1
-1,79,80,25,37,25.4,0.583,22,0
-4,122,68,0,0,35,0.394,29,0
-3,74,68,28,45,29.7,0.293,23,0
-4,171,72,0,0,43.6,0.479,26,1
-7,181,84,21,192,35.9,0.586,51,1
-0,179,90,27,0,44.1,0.686,23,1
-9,164,84,21,0,30.8,0.831,32,1
-0,104,76,0,0,18.4,0.582,27,0
-1,91,64,24,0,29.2,0.192,21,0
-4,91,70,32,88,33.1,0.446,22,0
-3,139,54,0,0,25.6,0.402,22,1
-6,119,50,22,176,27.1,1.318,33,1
-2,146,76,35,194,38.2,0.329,29,0
-9,184,85,15,0,30,1.213,49,1
-10,122,68,0,0,31.2,0.258,41,0
-0,165,90,33,680,52.3,0.427,23,0
-9,124,70,33,402,35.4,0.282,34,0
-1,111,86,19,0,30.1,0.143,23,0
-9,106,52,0,0,31.2,0.38,42,0
-2,129,84,0,0,28,0.284,27,0
-2,90,80,14,55,24.4,0.249,24,0
-0,86,68,32,0,35.8,0.238,25,0
-12,92,62,7,258,27.6,0.926,44,1
-1,113,64,35,0,33.6,0.543,21,1
-3,111,56,39,0,30.1,0.557,30,0
-2,114,68,22,0,28.7,0.092,25,0
-1,193,50,16,375,25.9,0.655,24,0
-11,155,76,28,150,33.3,1.353,51,1
-3,191,68,15,130,30.9,0.299,34,0
-3,141,0,0,0,30,0.761,27,1
-4,95,70,32,0,32.1,0.612,24,0
-3,142,80,15,0,32.4,0.2,63,0
-4,123,62,0,0,32,0.226,35,1
-5,96,74,18,67,33.6,0.997,43,0
-0,138,0,0,0,36.3,0.933,25,1
-2,128,64,42,0,40,1.101,24,0
-0,102,52,0,0,25.1,0.078,21,0
-2,146,0,0,0,27.5,0.24,28,1
-10,101,86,37,0,45.6,1.136,38,1
-2,108,62,32,56,25.2,0.128,21,0
-3,122,78,0,0,23,0.254,40,0
-1,71,78,50,45,33.2,0.422,21,0
-13,106,70,0,0,34.2,0.251,52,0
-2,100,70,52,57,40.5,0.677,25,0
-7,106,60,24,0,26.5,0.296,29,1
-0,104,64,23,116,27.8,0.454,23,0
-5,114,74,0,0,24.9,0.744,57,0
-2,108,62,10,278,25.3,0.881,22,0
-0,146,70,0,0,37.9,0.334,28,1
-10,129,76,28,122,35.9,0.28,39,0
-7,133,88,15,155,32.4,0.262,37,0
-7,161,86,0,0,30.4,0.165,47,1
-2,108,80,0,0,27,0.259,52,1
-7,136,74,26,135,26,0.647,51,0
-5,155,84,44,545,38.7,0.619,34,0
-1,119,86,39,220,45.6,0.808,29,1
-4,96,56,17,49,20.8,0.34,26,0
-5,108,72,43,75,36.1,0.263,33,0
-0,78,88,29,40,36.9,0.434,21,0
-0,107,62,30,74,36.6,0.757,25,1
-2,128,78,37,182,43.3,1.224,31,1
-1,128,48,45,194,40.5,0.613,24,1
-0,161,50,0,0,21.9,0.254,65,0
-6,151,62,31,120,35.5,0.692,28,0
-2,146,70,38,360,28,0.337,29,1
-0,126,84,29,215,30.7,0.52,24,0
-14,100,78,25,184,36.6,0.412,46,1
-8,112,72,0,0,23.6,0.84,58,0
-0,167,0,0,0,32.3,0.839,30,1
-2,144,58,33,135,31.6,0.422,25,1
-5,77,82,41,42,35.8,0.156,35,0
-5,115,98,0,0,52.9,0.209,28,1
-3,150,76,0,0,21,0.207,37,0
-2,120,76,37,105,39.7,0.215,29,0
-10,161,68,23,132,25.5,0.326,47,1
-0,137,68,14,148,24.8,0.143,21,0
-0,128,68,19,180,30.5,1.391,25,1
-2,124,68,28,205,32.9,0.875,30,1
-6,80,66,30,0,26.2,0.313,41,0
-0,106,70,37,148,39.4,0.605,22,0
-2,155,74,17,96,26.6,0.433,27,1
-3,113,50,10,85,29.5,0.626,25,0
-7,109,80,31,0,35.9,1.127,43,1
-2,112,68,22,94,34.1,0.315,26,0
-3,99,80,11,64,19.3,0.284,30,0
-3,182,74,0,0,30.5,0.345,29,1
-3,115,66,39,140,38.1,0.15,28,0
-6,194,78,0,0,23.5,0.129,59,1
-4,129,60,12,231,27.5,0.527,31,0
-3,112,74,30,0,31.6,0.197,25,1
-0,124,70,20,0,27.4,0.254,36,1
-13,152,90,33,29,26.8,0.731,43,1
-2,112,75,32,0,35.7,0.148,21,0
-1,157,72,21,168,25.6,0.123,24,0
-1,122,64,32,156,35.1,0.692,30,1
-10,179,70,0,0,35.1,0.2,37,0
-2,102,86,36,120,45.5,0.127,23,1
-6,105,70,32,68,30.8,0.122,37,0
-8,118,72,19,0,23.1,1.476,46,0
-2,87,58,16,52,32.7,0.166,25,0
-1,180,0,0,0,43.3,0.282,41,1
-12,106,80,0,0,23.6,0.137,44,0
-1,95,60,18,58,23.9,0.26,22,0
-0,165,76,43,255,47.9,0.259,26,0
-0,117,0,0,0,33.8,0.932,44,0
-5,115,76,0,0,31.2,0.343,44,1
-9,152,78,34,171,34.2,0.893,33,1
-7,178,84,0,0,39.9,0.331,41,1
-1,130,70,13,105,25.9,0.472,22,0
-1,95,74,21,73,25.9,0.673,36,0
-1,0,68,35,0,32,0.389,22,0
-5,122,86,0,0,34.7,0.29,33,0
-8,95,72,0,0,36.8,0.485,57,0
-8,126,88,36,108,38.5,0.349,49,0
-1,139,46,19,83,28.7,0.654,22,0
-3,116,0,0,0,23.5,0.187,23,0
-3,99,62,19,74,21.8,0.279,26,0
-5,0,80,32,0,41,0.346,37,1
-4,92,80,0,0,42.2,0.237,29,0
-4,137,84,0,0,31.2,0.252,30,0
-3,61,82,28,0,34.4,0.243,46,0
-1,90,62,12,43,27.2,0.58,24,0
-3,90,78,0,0,42.7,0.559,21,0
-9,165,88,0,0,30.4,0.302,49,1
-1,125,50,40,167,33.3,0.962,28,1
-13,129,0,30,0,39.9,0.569,44,1
-12,88,74,40,54,35.3,0.378,48,0
-1,196,76,36,249,36.5,0.875,29,1
-5,189,64,33,325,31.2,0.583,29,1
-5,158,70,0,0,29.8,0.207,63,0
-5,103,108,37,0,39.2,0.305,65,0
-4,146,78,0,0,38.5,0.52,67,1
-4,147,74,25,293,34.9,0.385,30,0
-5,99,54,28,83,34,0.499,30,0
-6,124,72,0,0,27.6,0.368,29,1
-0,101,64,17,0,21,0.252,21,0
-3,81,86,16,66,27.5,0.306,22,0
-1,133,102,28,140,32.8,0.234,45,1
-3,173,82,48,465,38.4,2.137,25,1
-0,118,64,23,89,0,1.731,21,0
-0,84,64,22,66,35.8,0.545,21,0
-2,105,58,40,94,34.9,0.225,25,0
-2,122,52,43,158,36.2,0.816,28,0
-12,140,82,43,325,39.2,0.528,58,1
-0,98,82,15,84,25.2,0.299,22,0
-1,87,60,37,75,37.2,0.509,22,0
-4,156,75,0,0,48.3,0.238,32,1
-0,93,100,39,72,43.4,1.021,35,0
-1,107,72,30,82,30.8,0.821,24,0
-0,105,68,22,0,20,0.236,22,0
-1,109,60,8,182,25.4,0.947,21,0
-1,90,62,18,59,25.1,1.268,25,0
-1,125,70,24,110,24.3,0.221,25,0
-1,119,54,13,50,22.3,0.205,24,0
-5,116,74,29,0,32.3,0.66,35,1
-8,105,100,36,0,43.3,0.239,45,1
-5,144,82,26,285,32,0.452,58,1
-3,100,68,23,81,31.6,0.949,28,0
-1,100,66,29,196,32,0.444,42,0
-5,166,76,0,0,45.7,0.34,27,1
-1,131,64,14,415,23.7,0.389,21,0
-4,116,72,12,87,22.1,0.463,37,0
-4,158,78,0,0,32.9,0.803,31,1
-2,127,58,24,275,27.7,1.6,25,0
-3,96,56,34,115,24.7,0.944,39,0
-0,131,66,40,0,34.3,0.196,22,1
-3,82,70,0,0,21.1,0.389,25,0
-3,193,70,31,0,34.9,0.241,25,1
-4,95,64,0,0,32,0.161,31,1
-6,137,61,0,0,24.2,0.151,55,0
-5,136,84,41,88,35,0.286,35,1
-9,72,78,25,0,31.6,0.28,38,0
-5,168,64,0,0,32.9,0.135,41,1
-2,123,48,32,165,42.1,0.52,26,0
-4,115,72,0,0,28.9,0.376,46,1
-0,101,62,0,0,21.9,0.336,25,0
-8,197,74,0,0,25.9,1.191,39,1
-1,172,68,49,579,42.4,0.702,28,1
-6,102,90,39,0,35.7,0.674,28,0
-1,112,72,30,176,34.4,0.528,25,0
-1,143,84,23,310,42.4,1.076,22,0
-1,143,74,22,61,26.2,0.256,21,0
-0,138,60,35,167,34.6,0.534,21,1
-3,173,84,33,474,35.7,0.258,22,1
-1,97,68,21,0,27.2,1.095,22,0
-4,144,82,32,0,38.5,0.554,37,1
-1,83,68,0,0,18.2,0.624,27,0
-3,129,64,29,115,26.4,0.219,28,1
-1,119,88,41,170,45.3,0.507,26,0
-2,94,68,18,76,26,0.561,21,0
-0,102,64,46,78,40.6,0.496,21,0
-2,115,64,22,0,30.8,0.421,21,0
-8,151,78,32,210,42.9,0.516,36,1
-4,184,78,39,277,37,0.264,31,1
-0,94,0,0,0,0,0.256,25,0
-1,181,64,30,180,34.1,0.328,38,1
-0,135,94,46,145,40.6,0.284,26,0
-1,95,82,25,180,35,0.233,43,1
-2,99,0,0,0,22.2,0.108,23,0
-3,89,74,16,85,30.4,0.551,38,0
-1,80,74,11,60,30,0.527,22,0
-2,139,75,0,0,25.6,0.167,29,0
-1,90,68,8,0,24.5,1.138,36,0
-0,141,0,0,0,42.4,0.205,29,1
-12,140,85,33,0,37.4,0.244,41,0
-5,147,75,0,0,29.9,0.434,28,0
-1,97,70,15,0,18.2,0.147,21,0
-6,107,88,0,0,36.8,0.727,31,0
-0,189,104,25,0,34.3,0.435,41,1
-2,83,66,23,50,32.2,0.497,22,0
-4,117,64,27,120,33.2,0.23,24,0
-8,108,70,0,0,30.5,0.955,33,1
-4,117,62,12,0,29.7,0.38,30,1
-0,180,78,63,14,59.4,2.42,25,1
-1,100,72,12,70,25.3,0.658,28,0
-0,95,80,45,92,36.5,0.33,26,0
-0,104,64,37,64,33.6,0.51,22,1
-0,120,74,18,63,30.5,0.285,26,0
-1,82,64,13,95,21.2,0.415,23,0
-2,134,70,0,0,28.9,0.542,23,1
-0,91,68,32,210,39.9,0.381,25,0
-2,119,0,0,0,19.6,0.832,72,0
-2,100,54,28,105,37.8,0.498,24,0
-14,175,62,30,0,33.6,0.212,38,1
-1,135,54,0,0,26.7,0.687,62,0
-5,86,68,28,71,30.2,0.364,24,0
-10,148,84,48,237,37.6,1.001,51,1
-9,134,74,33,60,25.9,0.46,81,0
-9,120,72,22,56,20.8,0.733,48,0
-1,71,62,0,0,21.8,0.416,26,0
-8,74,70,40,49,35.3,0.705,39,0
-5,88,78,30,0,27.6,0.258,37,0
-10,115,98,0,0,24,1.022,34,0
-0,124,56,13,105,21.8,0.452,21,0
-0,74,52,10,36,27.8,0.269,22,0
-0,97,64,36,100,36.8,0.6,25,0
-8,120,0,0,0,30,0.183,38,1
-6,154,78,41,140,46.1,0.571,27,0
-1,144,82,40,0,41.3,0.607,28,0
-0,137,70,38,0,33.2,0.17,22,0
-0,119,66,27,0,38.8,0.259,22,0
-7,136,90,0,0,29.9,0.21,50,0
-4,114,64,0,0,28.9,0.126,24,0
-0,137,84,27,0,27.3,0.231,59,0
-2,105,80,45,191,33.7,0.711,29,1
-7,114,76,17,110,23.8,0.466,31,0
-8,126,74,38,75,25.9,0.162,39,0
-4,132,86,31,0,28,0.419,63,0
-3,158,70,30,328,35.5,0.344,35,1
-0,123,88,37,0,35.2,0.197,29,0
-4,85,58,22,49,27.8,0.306,28,0
-0,84,82,31,125,38.2,0.233,23,0
-0,145,0,0,0,44.2,0.63,31,1
-0,135,68,42,250,42.3,0.365,24,1
-1,139,62,41,480,40.7,0.536,21,0
-0,173,78,32,265,46.5,1.159,58,0
-4,99,72,17,0,25.6,0.294,28,0
-8,194,80,0,0,26.1,0.551,67,0
-2,83,65,28,66,36.8,0.629,24,0
-2,89,90,30,0,33.5,0.292,42,0
-4,99,68,38,0,32.8,0.145,33,0
-4,125,70,18,122,28.9,1.144,45,1
-3,80,0,0,0,0,0.174,22,0
-6,166,74,0,0,26.6,0.304,66,0
-5,110,68,0,0,26,0.292,30,0
-2,81,72,15,76,30.1,0.547,25,0
-7,195,70,33,145,25.1,0.163,55,1
-6,154,74,32,193,29.3,0.839,39,0
-2,117,90,19,71,25.2,0.313,21,0
-3,84,72,32,0,37.2,0.267,28,0
-6,0,68,41,0,39,0.727,41,1
-7,94,64,25,79,33.3,0.738,41,0
-3,96,78,39,0,37.3,0.238,40,0
-10,75,82,0,0,33.3,0.263,38,0
-0,180,90,26,90,36.5,0.314,35,1
-1,130,60,23,170,28.6,0.692,21,0
-2,84,50,23,76,30.4,0.968,21,0
-8,120,78,0,0,25,0.409,64,0
-12,84,72,31,0,29.7,0.297,46,1
-0,139,62,17,210,22.1,0.207,21,0
-9,91,68,0,0,24.2,0.2,58,0
-2,91,62,0,0,27.3,0.525,22,0
-3,99,54,19,86,25.6,0.154,24,0
-3,163,70,18,105,31.6,0.268,28,1
-9,145,88,34,165,30.3,0.771,53,1
-7,125,86,0,0,37.6,0.304,51,0
-13,76,60,0,0,32.8,0.18,41,0
-6,129,90,7,326,19.6,0.582,60,0
-2,68,70,32,66,25,0.187,25,0
-3,124,80,33,130,33.2,0.305,26,0
-6,114,0,0,0,0,0.189,26,0
-9,130,70,0,0,34.2,0.652,45,1
-3,125,58,0,0,31.6,0.151,24,0
-3,87,60,18,0,21.8,0.444,21,0
-1,97,64,19,82,18.2,0.299,21,0
-3,116,74,15,105,26.3,0.107,24,0
-0,117,66,31,188,30.8,0.493,22,0
-0,111,65,0,0,24.6,0.66,31,0
-2,122,60,18,106,29.8,0.717,22,0
-0,107,76,0,0,45.3,0.686,24,0
-1,86,66,52,65,41.3,0.917,29,0
-6,91,0,0,0,29.8,0.501,31,0
-1,77,56,30,56,33.3,1.251,24,0
-4,132,0,0,0,32.9,0.302,23,1
-0,105,90,0,0,29.6,0.197,46,0
-0,57,60,0,0,21.7,0.735,67,0
-0,127,80,37,210,36.3,0.804,23,0
-3,129,92,49,155,36.4,0.968,32,1
-8,100,74,40,215,39.4,0.661,43,1
-3,128,72,25,190,32.4,0.549,27,1
-10,90,85,32,0,34.9,0.825,56,1
-4,84,90,23,56,39.5,0.159,25,0
-1,88,78,29,76,32,0.365,29,0
-8,186,90,35,225,34.5,0.423,37,1
-5,187,76,27,207,43.6,1.034,53,1
-4,131,68,21,166,33.1,0.16,28,0
-1,164,82,43,67,32.8,0.341,50,0
-4,189,110,31,0,28.5,0.68,37,0
-1,116,70,28,0,27.4,0.204,21,0
-3,84,68,30,106,31.9,0.591,25,0
-6,114,88,0,0,27.8,0.247,66,0
-1,88,62,24,44,29.9,0.422,23,0
-1,84,64,23,115,36.9,0.471,28,0
-7,124,70,33,215,25.5,0.161,37,0
-1,97,70,40,0,38.1,0.218,30,0
-8,110,76,0,0,27.8,0.237,58,0
-11,103,68,40,0,46.2,0.126,42,0
-11,85,74,0,0,30.1,0.3,35,0
-6,125,76,0,0,33.8,0.121,54,1
-0,198,66,32,274,41.3,0.502,28,1
-1,87,68,34,77,37.6,0.401,24,0
-6,99,60,19,54,26.9,0.497,32,0
-0,91,80,0,0,32.4,0.601,27,0
-2,95,54,14,88,26.1,0.748,22,0
-1,99,72,30,18,38.6,0.412,21,0
-6,92,62,32,126,32,0.085,46,0
-4,154,72,29,126,31.3,0.338,37,0
-0,121,66,30,165,34.3,0.203,33,1
-3,78,70,0,0,32.5,0.27,39,0
-2,130,96,0,0,22.6,0.268,21,0
-3,111,58,31,44,29.5,0.43,22,0
-2,98,60,17,120,34.7,0.198,22,0
-1,143,86,30,330,30.1,0.892,23,0
-1,119,44,47,63,35.5,0.28,25,0
-6,108,44,20,130,24,0.813,35,0
-2,118,80,0,0,42.9,0.693,21,1
-10,133,68,0,0,27,0.245,36,0
-2,197,70,99,0,34.7,0.575,62,1
-0,151,90,46,0,42.1,0.371,21,1
-6,109,60,27,0,25,0.206,27,0
-12,121,78,17,0,26.5,0.259,62,0
-8,100,76,0,0,38.7,0.19,42,0
-8,124,76,24,600,28.7,0.687,52,1
-1,93,56,11,0,22.5,0.417,22,0
-8,143,66,0,0,34.9,0.129,41,1
-6,103,66,0,0,24.3,0.249,29,0
-3,176,86,27,156,33.3,1.154,52,1
-0,73,0,0,0,21.1,0.342,25,0
-11,111,84,40,0,46.8,0.925,45,1
-2,112,78,50,140,39.4,0.175,24,0
-3,132,80,0,0,34.4,0.402,44,1
-2,82,52,22,115,28.5,1.699,25,0
-6,123,72,45,230,33.6,0.733,34,0
-0,188,82,14,185,32,0.682,22,1
-0,67,76,0,0,45.3,0.194,46,0
-1,89,24,19,25,27.8,0.559,21,0
-1,173,74,0,0,36.8,0.088,38,1
-1,109,38,18,120,23.1,0.407,26,0
-1,108,88,19,0,27.1,0.4,24,0
-6,96,0,0,0,23.7,0.19,28,0
-1,124,74,36,0,27.8,0.1,30,0
-7,150,78,29,126,35.2,0.692,54,1
-4,183,0,0,0,28.4,0.212,36,1
-1,124,60,32,0,35.8,0.514,21,0
-1,181,78,42,293,40,1.258,22,1
-1,92,62,25,41,19.5,0.482,25,0
-0,152,82,39,272,41.5,0.27,27,0
-1,111,62,13,182,24,0.138,23,0
-3,106,54,21,158,30.9,0.292,24,0
-3,174,58,22,194,32.9,0.593,36,1
-7,168,88,42,321,38.2,0.787,40,1
-6,105,80,28,0,32.5,0.878,26,0
-11,138,74,26,144,36.1,0.557,50,1
-3,106,72,0,0,25.8,0.207,27,0
-6,117,96,0,0,28.7,0.157,30,0
-2,68,62,13,15,20.1,0.257,23,0
-9,112,82,24,0,28.2,1.282,50,1
-0,119,0,0,0,32.4,0.141,24,1
-2,112,86,42,160,38.4,0.246,28,0
-2,92,76,20,0,24.2,1.698,28,0
-6,183,94,0,0,40.8,1.461,45,0
-0,94,70,27,115,43.5,0.347,21,0
-2,108,64,0,0,30.8,0.158,21,0
-4,90,88,47,54,37.7,0.362,29,0
-0,125,68,0,0,24.7,0.206,21,0
-0,132,78,0,0,32.4,0.393,21,0
-5,128,80,0,0,34.6,0.144,45,0
-4,94,65,22,0,24.7,0.148,21,0
-7,114,64,0,0,27.4,0.732,34,1
-0,102,78,40,90,34.5,0.238,24,0
-2,111,60,0,0,26.2,0.343,23,0
-1,128,82,17,183,27.5,0.115,22,0
-10,92,62,0,0,25.9,0.167,31,0
-13,104,72,0,0,31.2,0.465,38,1
-5,104,74,0,0,28.8,0.153,48,0
-2,94,76,18,66,31.6,0.649,23,0
-7,97,76,32,91,40.9,0.871,32,1
-1,100,74,12,46,19.5,0.149,28,0
-0,102,86,17,105,29.3,0.695,27,0
-4,128,70,0,0,34.3,0.303,24,0
-6,147,80,0,0,29.5,0.178,50,1
-4,90,0,0,0,28,0.61,31,0
-3,103,72,30,152,27.6,0.73,27,0
-2,157,74,35,440,39.4,0.134,30,0
-1,167,74,17,144,23.4,0.447,33,1
-0,179,50,36,159,37.8,0.455,22,1
-11,136,84,35,130,28.3,0.26,42,1
-0,107,60,25,0,26.4,0.133,23,0
-1,91,54,25,100,25.2,0.234,23,0
-1,117,60,23,106,33.8,0.466,27,0
-5,123,74,40,77,34.1,0.269,28,0
-2,120,54,0,0,26.8,0.455,27,0
-1,106,70,28,135,34.2,0.142,22,0
-2,155,52,27,540,38.7,0.24,25,1
-2,101,58,35,90,21.8,0.155,22,0
-1,120,80,48,200,38.9,1.162,41,0
-11,127,106,0,0,39,0.19,51,0
-3,80,82,31,70,34.2,1.292,27,1
-10,162,84,0,0,27.7,0.182,54,0
-1,199,76,43,0,42.9,1.394,22,1
-8,167,106,46,231,37.6,0.165,43,1
-9,145,80,46,130,37.9,0.637,40,1
-6,115,60,39,0,33.7,0.245,40,1
-1,112,80,45,132,34.8,0.217,24,0
-4,145,82,18,0,32.5,0.235,70,1
-10,111,70,27,0,27.5,0.141,40,1
-6,98,58,33,190,34,0.43,43,0
-9,154,78,30,100,30.9,0.164,45,0
-6,165,68,26,168,33.6,0.631,49,0
-1,99,58,10,0,25.4,0.551,21,0
-10,68,106,23,49,35.5,0.285,47,0
-3,123,100,35,240,57.3,0.88,22,0
-8,91,82,0,0,35.6,0.587,68,0
-6,195,70,0,0,30.9,0.328,31,1
-9,156,86,0,0,24.8,0.23,53,1
-0,93,60,0,0,35.3,0.263,25,0
-3,121,52,0,0,36,0.127,25,1
-2,101,58,17,265,24.2,0.614,23,0
-2,56,56,28,45,24.2,0.332,22,0
-0,162,76,36,0,49.6,0.364,26,1
-0,95,64,39,105,44.6,0.366,22,0
-4,125,80,0,0,32.3,0.536,27,1
-5,136,82,0,0,0,0.64,69,0
-2,129,74,26,205,33.2,0.591,25,0
-3,130,64,0,0,23.1,0.314,22,0
-1,107,50,19,0,28.3,0.181,29,0
-1,140,74,26,180,24.1,0.828,23,0
-1,144,82,46,180,46.1,0.335,46,1
-8,107,80,0,0,24.6,0.856,34,0
-13,158,114,0,0,42.3,0.257,44,1
-2,121,70,32,95,39.1,0.886,23,0
-7,129,68,49,125,38.5,0.439,43,1
-2,90,60,0,0,23.5,0.191,25,0
-7,142,90,24,480,30.4,0.128,43,1
-3,169,74,19,125,29.9,0.268,31,1
-0,99,0,0,0,25,0.253,22,0
-4,127,88,11,155,34.5,0.598,28,0
-4,118,70,0,0,44.5,0.904,26,0
-2,122,76,27,200,35.9,0.483,26,0
-6,125,78,31,0,27.6,0.565,49,1
-1,168,88,29,0,35,0.905,52,1
-2,129,0,0,0,38.5,0.304,41,0
-4,110,76,20,100,28.4,0.118,27,0
-6,80,80,36,0,39.8,0.177,28,0
-10,115,0,0,0,0,0.261,30,1
-2,127,46,21,335,34.4,0.176,22,0
-9,164,78,0,0,32.8,0.148,45,1
-2,93,64,32,160,38,0.674,23,1
-3,158,64,13,387,31.2,0.295,24,0
-5,126,78,27,22,29.6,0.439,40,0
-10,129,62,36,0,41.2,0.441,38,1
-0,134,58,20,291,26.4,0.352,21,0
-3,102,74,0,0,29.5,0.121,32,0
-7,187,50,33,392,33.9,0.826,34,1
-3,173,78,39,185,33.8,0.97,31,1
-10,94,72,18,0,23.1,0.595,56,0
-1,108,60,46,178,35.5,0.415,24,0
-5,97,76,27,0,35.6,0.378,52,1
-4,83,86,19,0,29.3,0.317,34,0
-1,114,66,36,200,38.1,0.289,21,0
-1,149,68,29,127,29.3,0.349,42,1
-5,117,86,30,105,39.1,0.251,42,0
-1,111,94,0,0,32.8,0.265,45,0
-4,112,78,40,0,39.4,0.236,38,0
-1,116,78,29,180,36.1,0.496,25,0
-0,141,84,26,0,32.4,0.433,22,0
-2,175,88,0,0,22.9,0.326,22,0
-2,92,52,0,0,30.1,0.141,22,0
-3,130,78,23,79,28.4,0.323,34,1
-8,120,86,0,0,28.4,0.259,22,1
-2,174,88,37,120,44.5,0.646,24,1
-2,106,56,27,165,29,0.426,22,0
-2,105,75,0,0,23.3,0.56,53,0
-4,95,60,32,0,35.4,0.284,28,0
-0,126,86,27,120,27.4,0.515,21,0
-8,65,72,23,0,32,0.6,42,0
-2,99,60,17,160,36.6,0.453,21,0
-1,102,74,0,0,39.5,0.293,42,1
-11,120,80,37,150,42.3,0.785,48,1
-3,102,44,20,94,30.8,0.4,26,0
-1,109,58,18,116,28.5,0.219,22,0
-9,140,94,0,0,32.7,0.734,45,1
-13,153,88,37,140,40.6,1.174,39,0
-12,100,84,33,105,30,0.488,46,0
-1,147,94,41,0,49.3,0.358,27,1
-1,81,74,41,57,46.3,1.096,32,0
-3,187,70,22,200,36.4,0.408,36,1
-6,162,62,0,0,24.3,0.178,50,1
-4,136,70,0,0,31.2,1.182,22,1
-1,121,78,39,74,39,0.261,28,0
-3,108,62,24,0,26,0.223,25,0
-0,181,88,44,510,43.3,0.222,26,1
-8,154,78,32,0,32.4,0.443,45,1
-1,128,88,39,110,36.5,1.057,37,1
-7,137,90,41,0,32,0.391,39,0
-0,123,72,0,0,36.3,0.258,52,1
-1,106,76,0,0,37.5,0.197,26,0
-6,190,92,0,0,35.5,0.278,66,1
-2,88,58,26,16,28.4,0.766,22,0
-9,170,74,31,0,44,0.403,43,1
-9,89,62,0,0,22.5,0.142,33,0
-10,101,76,48,180,32.9,0.171,63,0
-2,122,70,27,0,36.8,0.34,27,0
-5,121,72,23,112,26.2,0.245,30,0
-1,126,60,0,0,30.1,0.349,47,1
-1,93,70,31,0,30.4,0.315,23,0
+Pregnancies,Glucose,BloodPressure,SkinThickness,Insulin,BMI,DiabetesPedigreeFunction,Age,Outcome
+6,148,72,35,0,33.6,0.627,50,1
+1,85,66,29,0,26.6,0.351,31,0
+8,183,64,0,0,23.3,0.672,32,1
+1,89,66,23,94,28.1,0.167,21,0
+0,137,40,35,168,43.1,2.288,33,1
+5,116,74,0,0,25.6,0.201,30,0
+3,78,50,32,88,31,0.248,26,1
+10,115,0,0,0,35.3,0.134,29,0
+2,197,70,45,543,30.5,0.158,53,1
+8,125,96,0,0,0,0.232,54,1
+4,110,92,0,0,37.6,0.191,30,0
+10,168,74,0,0,38,0.537,34,1
+10,139,80,0,0,27.1,1.441,57,0
+1,189,60,23,846,30.1,0.398,59,1
+5,166,72,19,175,25.8,0.587,51,1
+7,100,0,0,0,30,0.484,32,1
+0,118,84,47,230,45.8,0.551,31,1
+7,107,74,0,0,29.6,0.254,31,1
+1,103,30,38,83,43.3,0.183,33,0
+1,115,70,30,96,34.6,0.529,32,1
+3,126,88,41,235,39.3,0.704,27,0
+8,99,84,0,0,35.4,0.388,50,0
+7,196,90,0,0,39.8,0.451,41,1
+9,119,80,35,0,29,0.263,29,1
+11,143,94,33,146,36.6,0.254,51,1
+10,125,70,26,115,31.1,0.205,41,1
+7,147,76,0,0,39.4,0.257,43,1
+1,97,66,15,140,23.2,0.487,22,0
+13,145,82,19,110,22.2,0.245,57,0
+5,117,92,0,0,34.1,0.337,38,0
+5,109,75,26,0,36,0.546,60,0
+3,158,76,36,245,31.6,0.851,28,1
+3,88,58,11,54,24.8,0.267,22,0
+6,92,92,0,0,19.9,0.188,28,0
+10,122,78,31,0,27.6,0.512,45,0
+4,103,60,33,192,24,0.966,33,0
+11,138,76,0,0,33.2,0.42,35,0
+9,102,76,37,0,32.9,0.665,46,1
+2,90,68,42,0,38.2,0.503,27,1
+4,111,72,47,207,37.1,1.39,56,1
+3,180,64,25,70,34,0.271,26,0
+7,133,84,0,0,40.2,0.696,37,0
+7,106,92,18,0,22.7,0.235,48,0
+9,171,110,24,240,45.4,0.721,54,1
+7,159,64,0,0,27.4,0.294,40,0
+0,180,66,39,0,42,1.893,25,1
+1,146,56,0,0,29.7,0.564,29,0
+2,71,70,27,0,28,0.586,22,0
+7,103,66,32,0,39.1,0.344,31,1
+7,105,0,0,0,0,0.305,24,0
+1,103,80,11,82,19.4,0.491,22,0
+1,101,50,15,36,24.2,0.526,26,0
+5,88,66,21,23,24.4,0.342,30,0
+8,176,90,34,300,33.7,0.467,58,1
+7,150,66,42,342,34.7,0.718,42,0
+1,73,50,10,0,23,0.248,21,0
+7,187,68,39,304,37.7,0.254,41,1
+0,100,88,60,110,46.8,0.962,31,0
+0,146,82,0,0,40.5,1.781,44,0
+0,105,64,41,142,41.5,0.173,22,0
+2,84,0,0,0,0,0.304,21,0
+8,133,72,0,0,32.9,0.27,39,1
+5,44,62,0,0,25,0.587,36,0
+2,141,58,34,128,25.4,0.699,24,0
+7,114,66,0,0,32.8,0.258,42,1
+5,99,74,27,0,29,0.203,32,0
+0,109,88,30,0,32.5,0.855,38,1
+2,109,92,0,0,42.7,0.845,54,0
+1,95,66,13,38,19.6,0.334,25,0
+4,146,85,27,100,28.9,0.189,27,0
+2,100,66,20,90,32.9,0.867,28,1
+5,139,64,35,140,28.6,0.411,26,0
+13,126,90,0,0,43.4,0.583,42,1
+4,129,86,20,270,35.1,0.231,23,0
+1,79,75,30,0,32,0.396,22,0
+1,0,48,20,0,24.7,0.14,22,0
+7,62,78,0,0,32.6,0.391,41,0
+5,95,72,33,0,37.7,0.37,27,0
+0,131,0,0,0,43.2,0.27,26,1
+2,112,66,22,0,25,0.307,24,0
+3,113,44,13,0,22.4,0.14,22,0
+2,74,0,0,0,0,0.102,22,0
+7,83,78,26,71,29.3,0.767,36,0
+0,101,65,28,0,24.6,0.237,22,0
+5,137,108,0,0,48.8,0.227,37,1
+2,110,74,29,125,32.4,0.698,27,0
+13,106,72,54,0,36.6,0.178,45,0
+2,100,68,25,71,38.5,0.324,26,0
+15,136,70,32,110,37.1,0.153,43,1
+1,107,68,19,0,26.5,0.165,24,0
+1,80,55,0,0,19.1,0.258,21,0
+4,123,80,15,176,32,0.443,34,0
+7,81,78,40,48,46.7,0.261,42,0
+4,134,72,0,0,23.8,0.277,60,1
+2,142,82,18,64,24.7,0.761,21,0
+6,144,72,27,228,33.9,0.255,40,0
+2,92,62,28,0,31.6,0.13,24,0
+1,71,48,18,76,20.4,0.323,22,0
+6,93,50,30,64,28.7,0.356,23,0
+1,122,90,51,220,49.7,0.325,31,1
+1,163,72,0,0,39,1.222,33,1
+1,151,60,0,0,26.1,0.179,22,0
+0,125,96,0,0,22.5,0.262,21,0
+1,81,72,18,40,26.6,0.283,24,0
+2,85,65,0,0,39.6,0.93,27,0
+1,126,56,29,152,28.7,0.801,21,0
+1,96,122,0,0,22.4,0.207,27,0
+4,144,58,28,140,29.5,0.287,37,0
+3,83,58,31,18,34.3,0.336,25,0
+0,95,85,25,36,37.4,0.247,24,1
+3,171,72,33,135,33.3,0.199,24,1
+8,155,62,26,495,34,0.543,46,1
+1,89,76,34,37,31.2,0.192,23,0
+4,76,62,0,0,34,0.391,25,0
+7,160,54,32,175,30.5,0.588,39,1
+4,146,92,0,0,31.2,0.539,61,1
+5,124,74,0,0,34,0.22,38,1
+5,78,48,0,0,33.7,0.654,25,0
+4,97,60,23,0,28.2,0.443,22,0
+4,99,76,15,51,23.2,0.223,21,0
+0,162,76,56,100,53.2,0.759,25,1
+6,111,64,39,0,34.2,0.26,24,0
+2,107,74,30,100,33.6,0.404,23,0
+5,132,80,0,0,26.8,0.186,69,0
+0,113,76,0,0,33.3,0.278,23,1
+1,88,30,42,99,55,0.496,26,1
+3,120,70,30,135,42.9,0.452,30,0
+1,118,58,36,94,33.3,0.261,23,0
+1,117,88,24,145,34.5,0.403,40,1
+0,105,84,0,0,27.9,0.741,62,1
+4,173,70,14,168,29.7,0.361,33,1
+9,122,56,0,0,33.3,1.114,33,1
+3,170,64,37,225,34.5,0.356,30,1
+8,84,74,31,0,38.3,0.457,39,0
+2,96,68,13,49,21.1,0.647,26,0
+2,125,60,20,140,33.8,0.088,31,0
+0,100,70,26,50,30.8,0.597,21,0
+0,93,60,25,92,28.7,0.532,22,0
+0,129,80,0,0,31.2,0.703,29,0
+5,105,72,29,325,36.9,0.159,28,0
+3,128,78,0,0,21.1,0.268,55,0
+5,106,82,30,0,39.5,0.286,38,0
+2,108,52,26,63,32.5,0.318,22,0
+10,108,66,0,0,32.4,0.272,42,1
+4,154,62,31,284,32.8,0.237,23,0
+0,102,75,23,0,0,0.572,21,0
+9,57,80,37,0,32.8,0.096,41,0
+2,106,64,35,119,30.5,1.4,34,0
+5,147,78,0,0,33.7,0.218,65,0
+2,90,70,17,0,27.3,0.085,22,0
+1,136,74,50,204,37.4,0.399,24,0
+4,114,65,0,0,21.9,0.432,37,0
+9,156,86,28,155,34.3,1.189,42,1
+1,153,82,42,485,40.6,0.687,23,0
+8,188,78,0,0,47.9,0.137,43,1
+7,152,88,44,0,50,0.337,36,1
+2,99,52,15,94,24.6,0.637,21,0
+1,109,56,21,135,25.2,0.833,23,0
+2,88,74,19,53,29,0.229,22,0
+17,163,72,41,114,40.9,0.817,47,1
+4,151,90,38,0,29.7,0.294,36,0
+7,102,74,40,105,37.2,0.204,45,0
+0,114,80,34,285,44.2,0.167,27,0
+2,100,64,23,0,29.7,0.368,21,0
+0,131,88,0,0,31.6,0.743,32,1
+6,104,74,18,156,29.9,0.722,41,1
+3,148,66,25,0,32.5,0.256,22,0
+4,120,68,0,0,29.6,0.709,34,0
+4,110,66,0,0,31.9,0.471,29,0
+3,111,90,12,78,28.4,0.495,29,0
+6,102,82,0,0,30.8,0.18,36,1
+6,134,70,23,130,35.4,0.542,29,1
+2,87,0,23,0,28.9,0.773,25,0
+1,79,60,42,48,43.5,0.678,23,0
+2,75,64,24,55,29.7,0.37,33,0
+8,179,72,42,130,32.7,0.719,36,1
+6,85,78,0,0,31.2,0.382,42,0
+0,129,110,46,130,67.1,0.319,26,1
+5,143,78,0,0,45,0.19,47,0
+5,130,82,0,0,39.1,0.956,37,1
+6,87,80,0,0,23.2,0.084,32,0
+0,119,64,18,92,34.9,0.725,23,0
+1,0,74,20,23,27.7,0.299,21,0
+5,73,60,0,0,26.8,0.268,27,0
+4,141,74,0,0,27.6,0.244,40,0
+7,194,68,28,0,35.9,0.745,41,1
+8,181,68,36,495,30.1,0.615,60,1
+1,128,98,41,58,32,1.321,33,1
+8,109,76,39,114,27.9,0.64,31,1
+5,139,80,35,160,31.6,0.361,25,1
+3,111,62,0,0,22.6,0.142,21,0
+9,123,70,44,94,33.1,0.374,40,0
+7,159,66,0,0,30.4,0.383,36,1
+11,135,0,0,0,52.3,0.578,40,1
+8,85,55,20,0,24.4,0.136,42,0
+5,158,84,41,210,39.4,0.395,29,1
+1,105,58,0,0,24.3,0.187,21,0
+3,107,62,13,48,22.9,0.678,23,1
+4,109,64,44,99,34.8,0.905,26,1
+4,148,60,27,318,30.9,0.15,29,1
+0,113,80,16,0,31,0.874,21,0
+1,138,82,0,0,40.1,0.236,28,0
+0,108,68,20,0,27.3,0.787,32,0
+2,99,70,16,44,20.4,0.235,27,0
+6,103,72,32,190,37.7,0.324,55,0
+5,111,72,28,0,23.9,0.407,27,0
+8,196,76,29,280,37.5,0.605,57,1
+5,162,104,0,0,37.7,0.151,52,1
+1,96,64,27,87,33.2,0.289,21,0
+7,184,84,33,0,35.5,0.355,41,1
+2,81,60,22,0,27.7,0.29,25,0
+0,147,85,54,0,42.8,0.375,24,0
+7,179,95,31,0,34.2,0.164,60,0
+0,140,65,26,130,42.6,0.431,24,1
+9,112,82,32,175,34.2,0.26,36,1
+12,151,70,40,271,41.8,0.742,38,1
+5,109,62,41,129,35.8,0.514,25,1
+6,125,68,30,120,30,0.464,32,0
+5,85,74,22,0,29,1.224,32,1
+5,112,66,0,0,37.8,0.261,41,1
+0,177,60,29,478,34.6,1.072,21,1
+2,158,90,0,0,31.6,0.805,66,1
+7,119,0,0,0,25.2,0.209,37,0
+7,142,60,33,190,28.8,0.687,61,0
+1,100,66,15,56,23.6,0.666,26,0
+1,87,78,27,32,34.6,0.101,22,0
+0,101,76,0,0,35.7,0.198,26,0
+3,162,52,38,0,37.2,0.652,24,1
+4,197,70,39,744,36.7,2.329,31,0
+0,117,80,31,53,45.2,0.089,24,0
+4,142,86,0,0,44,0.645,22,1
+6,134,80,37,370,46.2,0.238,46,1
+1,79,80,25,37,25.4,0.583,22,0
+4,122,68,0,0,35,0.394,29,0
+3,74,68,28,45,29.7,0.293,23,0
+4,171,72,0,0,43.6,0.479,26,1
+7,181,84,21,192,35.9,0.586,51,1
+0,179,90,27,0,44.1,0.686,23,1
+9,164,84,21,0,30.8,0.831,32,1
+0,104,76,0,0,18.4,0.582,27,0
+1,91,64,24,0,29.2,0.192,21,0
+4,91,70,32,88,33.1,0.446,22,0
+3,139,54,0,0,25.6,0.402,22,1
+6,119,50,22,176,27.1,1.318,33,1
+2,146,76,35,194,38.2,0.329,29,0
+9,184,85,15,0,30,1.213,49,1
+10,122,68,0,0,31.2,0.258,41,0
+0,165,90,33,680,52.3,0.427,23,0
+9,124,70,33,402,35.4,0.282,34,0
+1,111,86,19,0,30.1,0.143,23,0
+9,106,52,0,0,31.2,0.38,42,0
+2,129,84,0,0,28,0.284,27,0
+2,90,80,14,55,24.4,0.249,24,0
+0,86,68,32,0,35.8,0.238,25,0
+12,92,62,7,258,27.6,0.926,44,1
+1,113,64,35,0,33.6,0.543,21,1
+3,111,56,39,0,30.1,0.557,30,0
+2,114,68,22,0,28.7,0.092,25,0
+1,193,50,16,375,25.9,0.655,24,0
+11,155,76,28,150,33.3,1.353,51,1
+3,191,68,15,130,30.9,0.299,34,0
+3,141,0,0,0,30,0.761,27,1
+4,95,70,32,0,32.1,0.612,24,0
+3,142,80,15,0,32.4,0.2,63,0
+4,123,62,0,0,32,0.226,35,1
+5,96,74,18,67,33.6,0.997,43,0
+0,138,0,0,0,36.3,0.933,25,1
+2,128,64,42,0,40,1.101,24,0
+0,102,52,0,0,25.1,0.078,21,0
+2,146,0,0,0,27.5,0.24,28,1
+10,101,86,37,0,45.6,1.136,38,1
+2,108,62,32,56,25.2,0.128,21,0
+3,122,78,0,0,23,0.254,40,0
+1,71,78,50,45,33.2,0.422,21,0
+13,106,70,0,0,34.2,0.251,52,0
+2,100,70,52,57,40.5,0.677,25,0
+7,106,60,24,0,26.5,0.296,29,1
+0,104,64,23,116,27.8,0.454,23,0
+5,114,74,0,0,24.9,0.744,57,0
+2,108,62,10,278,25.3,0.881,22,0
+0,146,70,0,0,37.9,0.334,28,1
+10,129,76,28,122,35.9,0.28,39,0
+7,133,88,15,155,32.4,0.262,37,0
+7,161,86,0,0,30.4,0.165,47,1
+2,108,80,0,0,27,0.259,52,1
+7,136,74,26,135,26,0.647,51,0
+5,155,84,44,545,38.7,0.619,34,0
+1,119,86,39,220,45.6,0.808,29,1
+4,96,56,17,49,20.8,0.34,26,0
+5,108,72,43,75,36.1,0.263,33,0
+0,78,88,29,40,36.9,0.434,21,0
+0,107,62,30,74,36.6,0.757,25,1
+2,128,78,37,182,43.3,1.224,31,1
+1,128,48,45,194,40.5,0.613,24,1
+0,161,50,0,0,21.9,0.254,65,0
+6,151,62,31,120,35.5,0.692,28,0
+2,146,70,38,360,28,0.337,29,1
+0,126,84,29,215,30.7,0.52,24,0
+14,100,78,25,184,36.6,0.412,46,1
+8,112,72,0,0,23.6,0.84,58,0
+0,167,0,0,0,32.3,0.839,30,1
+2,144,58,33,135,31.6,0.422,25,1
+5,77,82,41,42,35.8,0.156,35,0
+5,115,98,0,0,52.9,0.209,28,1
+3,150,76,0,0,21,0.207,37,0
+2,120,76,37,105,39.7,0.215,29,0
+10,161,68,23,132,25.5,0.326,47,1
+0,137,68,14,148,24.8,0.143,21,0
+0,128,68,19,180,30.5,1.391,25,1
+2,124,68,28,205,32.9,0.875,30,1
+6,80,66,30,0,26.2,0.313,41,0
+0,106,70,37,148,39.4,0.605,22,0
+2,155,74,17,96,26.6,0.433,27,1
+3,113,50,10,85,29.5,0.626,25,0
+7,109,80,31,0,35.9,1.127,43,1
+2,112,68,22,94,34.1,0.315,26,0
+3,99,80,11,64,19.3,0.284,30,0
+3,182,74,0,0,30.5,0.345,29,1
+3,115,66,39,140,38.1,0.15,28,0
+6,194,78,0,0,23.5,0.129,59,1
+4,129,60,12,231,27.5,0.527,31,0
+3,112,74,30,0,31.6,0.197,25,1
+0,124,70,20,0,27.4,0.254,36,1
+13,152,90,33,29,26.8,0.731,43,1
+2,112,75,32,0,35.7,0.148,21,0
+1,157,72,21,168,25.6,0.123,24,0
+1,122,64,32,156,35.1,0.692,30,1
+10,179,70,0,0,35.1,0.2,37,0
+2,102,86,36,120,45.5,0.127,23,1
+6,105,70,32,68,30.8,0.122,37,0
+8,118,72,19,0,23.1,1.476,46,0
+2,87,58,16,52,32.7,0.166,25,0
+1,180,0,0,0,43.3,0.282,41,1
+12,106,80,0,0,23.6,0.137,44,0
+1,95,60,18,58,23.9,0.26,22,0
+0,165,76,43,255,47.9,0.259,26,0
+0,117,0,0,0,33.8,0.932,44,0
+5,115,76,0,0,31.2,0.343,44,1
+9,152,78,34,171,34.2,0.893,33,1
+7,178,84,0,0,39.9,0.331,41,1
+1,130,70,13,105,25.9,0.472,22,0
+1,95,74,21,73,25.9,0.673,36,0
+1,0,68,35,0,32,0.389,22,0
+5,122,86,0,0,34.7,0.29,33,0
+8,95,72,0,0,36.8,0.485,57,0
+8,126,88,36,108,38.5,0.349,49,0
+1,139,46,19,83,28.7,0.654,22,0
+3,116,0,0,0,23.5,0.187,23,0
+3,99,62,19,74,21.8,0.279,26,0
+5,0,80,32,0,41,0.346,37,1
+4,92,80,0,0,42.2,0.237,29,0
+4,137,84,0,0,31.2,0.252,30,0
+3,61,82,28,0,34.4,0.243,46,0
+1,90,62,12,43,27.2,0.58,24,0
+3,90,78,0,0,42.7,0.559,21,0
+9,165,88,0,0,30.4,0.302,49,1
+1,125,50,40,167,33.3,0.962,28,1
+13,129,0,30,0,39.9,0.569,44,1
+12,88,74,40,54,35.3,0.378,48,0
+1,196,76,36,249,36.5,0.875,29,1
+5,189,64,33,325,31.2,0.583,29,1
+5,158,70,0,0,29.8,0.207,63,0
+5,103,108,37,0,39.2,0.305,65,0
+4,146,78,0,0,38.5,0.52,67,1
+4,147,74,25,293,34.9,0.385,30,0
+5,99,54,28,83,34,0.499,30,0
+6,124,72,0,0,27.6,0.368,29,1
+0,101,64,17,0,21,0.252,21,0
+3,81,86,16,66,27.5,0.306,22,0
+1,133,102,28,140,32.8,0.234,45,1
+3,173,82,48,465,38.4,2.137,25,1
+0,118,64,23,89,0,1.731,21,0
+0,84,64,22,66,35.8,0.545,21,0
+2,105,58,40,94,34.9,0.225,25,0
+2,122,52,43,158,36.2,0.816,28,0
+12,140,82,43,325,39.2,0.528,58,1
+0,98,82,15,84,25.2,0.299,22,0
+1,87,60,37,75,37.2,0.509,22,0
+4,156,75,0,0,48.3,0.238,32,1
+0,93,100,39,72,43.4,1.021,35,0
+1,107,72,30,82,30.8,0.821,24,0
+0,105,68,22,0,20,0.236,22,0
+1,109,60,8,182,25.4,0.947,21,0
+1,90,62,18,59,25.1,1.268,25,0
+1,125,70,24,110,24.3,0.221,25,0
+1,119,54,13,50,22.3,0.205,24,0
+5,116,74,29,0,32.3,0.66,35,1
+8,105,100,36,0,43.3,0.239,45,1
+5,144,82,26,285,32,0.452,58,1
+3,100,68,23,81,31.6,0.949,28,0
+1,100,66,29,196,32,0.444,42,0
+5,166,76,0,0,45.7,0.34,27,1
+1,131,64,14,415,23.7,0.389,21,0
+4,116,72,12,87,22.1,0.463,37,0
+4,158,78,0,0,32.9,0.803,31,1
+2,127,58,24,275,27.7,1.6,25,0
+3,96,56,34,115,24.7,0.944,39,0
+0,131,66,40,0,34.3,0.196,22,1
+3,82,70,0,0,21.1,0.389,25,0
+3,193,70,31,0,34.9,0.241,25,1
+4,95,64,0,0,32,0.161,31,1
+6,137,61,0,0,24.2,0.151,55,0
+5,136,84,41,88,35,0.286,35,1
+9,72,78,25,0,31.6,0.28,38,0
+5,168,64,0,0,32.9,0.135,41,1
+2,123,48,32,165,42.1,0.52,26,0
+4,115,72,0,0,28.9,0.376,46,1
+0,101,62,0,0,21.9,0.336,25,0
+8,197,74,0,0,25.9,1.191,39,1
+1,172,68,49,579,42.4,0.702,28,1
+6,102,90,39,0,35.7,0.674,28,0
+1,112,72,30,176,34.4,0.528,25,0
+1,143,84,23,310,42.4,1.076,22,0
+1,143,74,22,61,26.2,0.256,21,0
+0,138,60,35,167,34.6,0.534,21,1
+3,173,84,33,474,35.7,0.258,22,1
+1,97,68,21,0,27.2,1.095,22,0
+4,144,82,32,0,38.5,0.554,37,1
+1,83,68,0,0,18.2,0.624,27,0
+3,129,64,29,115,26.4,0.219,28,1
+1,119,88,41,170,45.3,0.507,26,0
+2,94,68,18,76,26,0.561,21,0
+0,102,64,46,78,40.6,0.496,21,0
+2,115,64,22,0,30.8,0.421,21,0
+8,151,78,32,210,42.9,0.516,36,1
+4,184,78,39,277,37,0.264,31,1
+0,94,0,0,0,0,0.256,25,0
+1,181,64,30,180,34.1,0.328,38,1
+0,135,94,46,145,40.6,0.284,26,0
+1,95,82,25,180,35,0.233,43,1
+2,99,0,0,0,22.2,0.108,23,0
+3,89,74,16,85,30.4,0.551,38,0
+1,80,74,11,60,30,0.527,22,0
+2,139,75,0,0,25.6,0.167,29,0
+1,90,68,8,0,24.5,1.138,36,0
+0,141,0,0,0,42.4,0.205,29,1
+12,140,85,33,0,37.4,0.244,41,0
+5,147,75,0,0,29.9,0.434,28,0
+1,97,70,15,0,18.2,0.147,21,0
+6,107,88,0,0,36.8,0.727,31,0
+0,189,104,25,0,34.3,0.435,41,1
+2,83,66,23,50,32.2,0.497,22,0
+4,117,64,27,120,33.2,0.23,24,0
+8,108,70,0,0,30.5,0.955,33,1
+4,117,62,12,0,29.7,0.38,30,1
+0,180,78,63,14,59.4,2.42,25,1
+1,100,72,12,70,25.3,0.658,28,0
+0,95,80,45,92,36.5,0.33,26,0
+0,104,64,37,64,33.6,0.51,22,1
+0,120,74,18,63,30.5,0.285,26,0
+1,82,64,13,95,21.2,0.415,23,0
+2,134,70,0,0,28.9,0.542,23,1
+0,91,68,32,210,39.9,0.381,25,0
+2,119,0,0,0,19.6,0.832,72,0
+2,100,54,28,105,37.8,0.498,24,0
+14,175,62,30,0,33.6,0.212,38,1
+1,135,54,0,0,26.7,0.687,62,0
+5,86,68,28,71,30.2,0.364,24,0
+10,148,84,48,237,37.6,1.001,51,1
+9,134,74,33,60,25.9,0.46,81,0
+9,120,72,22,56,20.8,0.733,48,0
+1,71,62,0,0,21.8,0.416,26,0
+8,74,70,40,49,35.3,0.705,39,0
+5,88,78,30,0,27.6,0.258,37,0
+10,115,98,0,0,24,1.022,34,0
+0,124,56,13,105,21.8,0.452,21,0
+0,74,52,10,36,27.8,0.269,22,0
+0,97,64,36,100,36.8,0.6,25,0
+8,120,0,0,0,30,0.183,38,1
+6,154,78,41,140,46.1,0.571,27,0
+1,144,82,40,0,41.3,0.607,28,0
+0,137,70,38,0,33.2,0.17,22,0
+0,119,66,27,0,38.8,0.259,22,0
+7,136,90,0,0,29.9,0.21,50,0
+4,114,64,0,0,28.9,0.126,24,0
+0,137,84,27,0,27.3,0.231,59,0
+2,105,80,45,191,33.7,0.711,29,1
+7,114,76,17,110,23.8,0.466,31,0
+8,126,74,38,75,25.9,0.162,39,0
+4,132,86,31,0,28,0.419,63,0
+3,158,70,30,328,35.5,0.344,35,1
+0,123,88,37,0,35.2,0.197,29,0
+4,85,58,22,49,27.8,0.306,28,0
+0,84,82,31,125,38.2,0.233,23,0
+0,145,0,0,0,44.2,0.63,31,1
+0,135,68,42,250,42.3,0.365,24,1
+1,139,62,41,480,40.7,0.536,21,0
+0,173,78,32,265,46.5,1.159,58,0
+4,99,72,17,0,25.6,0.294,28,0
+8,194,80,0,0,26.1,0.551,67,0
+2,83,65,28,66,36.8,0.629,24,0
+2,89,90,30,0,33.5,0.292,42,0
+4,99,68,38,0,32.8,0.145,33,0
+4,125,70,18,122,28.9,1.144,45,1
+3,80,0,0,0,0,0.174,22,0
+6,166,74,0,0,26.6,0.304,66,0
+5,110,68,0,0,26,0.292,30,0
+2,81,72,15,76,30.1,0.547,25,0
+7,195,70,33,145,25.1,0.163,55,1
+6,154,74,32,193,29.3,0.839,39,0
+2,117,90,19,71,25.2,0.313,21,0
+3,84,72,32,0,37.2,0.267,28,0
+6,0,68,41,0,39,0.727,41,1
+7,94,64,25,79,33.3,0.738,41,0
+3,96,78,39,0,37.3,0.238,40,0
+10,75,82,0,0,33.3,0.263,38,0
+0,180,90,26,90,36.5,0.314,35,1
+1,130,60,23,170,28.6,0.692,21,0
+2,84,50,23,76,30.4,0.968,21,0
+8,120,78,0,0,25,0.409,64,0
+12,84,72,31,0,29.7,0.297,46,1
+0,139,62,17,210,22.1,0.207,21,0
+9,91,68,0,0,24.2,0.2,58,0
+2,91,62,0,0,27.3,0.525,22,0
+3,99,54,19,86,25.6,0.154,24,0
+3,163,70,18,105,31.6,0.268,28,1
+9,145,88,34,165,30.3,0.771,53,1
+7,125,86,0,0,37.6,0.304,51,0
+13,76,60,0,0,32.8,0.18,41,0
+6,129,90,7,326,19.6,0.582,60,0
+2,68,70,32,66,25,0.187,25,0
+3,124,80,33,130,33.2,0.305,26,0
+6,114,0,0,0,0,0.189,26,0
+9,130,70,0,0,34.2,0.652,45,1
+3,125,58,0,0,31.6,0.151,24,0
+3,87,60,18,0,21.8,0.444,21,0
+1,97,64,19,82,18.2,0.299,21,0
+3,116,74,15,105,26.3,0.107,24,0
+0,117,66,31,188,30.8,0.493,22,0
+0,111,65,0,0,24.6,0.66,31,0
+2,122,60,18,106,29.8,0.717,22,0
+0,107,76,0,0,45.3,0.686,24,0
+1,86,66,52,65,41.3,0.917,29,0
+6,91,0,0,0,29.8,0.501,31,0
+1,77,56,30,56,33.3,1.251,24,0
+4,132,0,0,0,32.9,0.302,23,1
+0,105,90,0,0,29.6,0.197,46,0
+0,57,60,0,0,21.7,0.735,67,0
+0,127,80,37,210,36.3,0.804,23,0
+3,129,92,49,155,36.4,0.968,32,1
+8,100,74,40,215,39.4,0.661,43,1
+3,128,72,25,190,32.4,0.549,27,1
+10,90,85,32,0,34.9,0.825,56,1
+4,84,90,23,56,39.5,0.159,25,0
+1,88,78,29,76,32,0.365,29,0
+8,186,90,35,225,34.5,0.423,37,1
+5,187,76,27,207,43.6,1.034,53,1
+4,131,68,21,166,33.1,0.16,28,0
+1,164,82,43,67,32.8,0.341,50,0
+4,189,110,31,0,28.5,0.68,37,0
+1,116,70,28,0,27.4,0.204,21,0
+3,84,68,30,106,31.9,0.591,25,0
+6,114,88,0,0,27.8,0.247,66,0
+1,88,62,24,44,29.9,0.422,23,0
+1,84,64,23,115,36.9,0.471,28,0
+7,124,70,33,215,25.5,0.161,37,0
+1,97,70,40,0,38.1,0.218,30,0
+8,110,76,0,0,27.8,0.237,58,0
+11,103,68,40,0,46.2,0.126,42,0
+11,85,74,0,0,30.1,0.3,35,0
+6,125,76,0,0,33.8,0.121,54,1
+0,198,66,32,274,41.3,0.502,28,1
+1,87,68,34,77,37.6,0.401,24,0
+6,99,60,19,54,26.9,0.497,32,0
+0,91,80,0,0,32.4,0.601,27,0
+2,95,54,14,88,26.1,0.748,22,0
+1,99,72,30,18,38.6,0.412,21,0
+6,92,62,32,126,32,0.085,46,0
+4,154,72,29,126,31.3,0.338,37,0
+0,121,66,30,165,34.3,0.203,33,1
+3,78,70,0,0,32.5,0.27,39,0
+2,130,96,0,0,22.6,0.268,21,0
+3,111,58,31,44,29.5,0.43,22,0
+2,98,60,17,120,34.7,0.198,22,0
+1,143,86,30,330,30.1,0.892,23,0
+1,119,44,47,63,35.5,0.28,25,0
+6,108,44,20,130,24,0.813,35,0
+2,118,80,0,0,42.9,0.693,21,1
+10,133,68,0,0,27,0.245,36,0
+2,197,70,99,0,34.7,0.575,62,1
+0,151,90,46,0,42.1,0.371,21,1
+6,109,60,27,0,25,0.206,27,0
+12,121,78,17,0,26.5,0.259,62,0
+8,100,76,0,0,38.7,0.19,42,0
+8,124,76,24,600,28.7,0.687,52,1
+1,93,56,11,0,22.5,0.417,22,0
+8,143,66,0,0,34.9,0.129,41,1
+6,103,66,0,0,24.3,0.249,29,0
+3,176,86,27,156,33.3,1.154,52,1
+0,73,0,0,0,21.1,0.342,25,0
+11,111,84,40,0,46.8,0.925,45,1
+2,112,78,50,140,39.4,0.175,24,0
+3,132,80,0,0,34.4,0.402,44,1
+2,82,52,22,115,28.5,1.699,25,0
+6,123,72,45,230,33.6,0.733,34,0
+0,188,82,14,185,32,0.682,22,1
+0,67,76,0,0,45.3,0.194,46,0
+1,89,24,19,25,27.8,0.559,21,0
+1,173,74,0,0,36.8,0.088,38,1
+1,109,38,18,120,23.1,0.407,26,0
+1,108,88,19,0,27.1,0.4,24,0
+6,96,0,0,0,23.7,0.19,28,0
+1,124,74,36,0,27.8,0.1,30,0
+7,150,78,29,126,35.2,0.692,54,1
+4,183,0,0,0,28.4,0.212,36,1
+1,124,60,32,0,35.8,0.514,21,0
+1,181,78,42,293,40,1.258,22,1
+1,92,62,25,41,19.5,0.482,25,0
+0,152,82,39,272,41.5,0.27,27,0
+1,111,62,13,182,24,0.138,23,0
+3,106,54,21,158,30.9,0.292,24,0
+3,174,58,22,194,32.9,0.593,36,1
+7,168,88,42,321,38.2,0.787,40,1
+6,105,80,28,0,32.5,0.878,26,0
+11,138,74,26,144,36.1,0.557,50,1
+3,106,72,0,0,25.8,0.207,27,0
+6,117,96,0,0,28.7,0.157,30,0
+2,68,62,13,15,20.1,0.257,23,0
+9,112,82,24,0,28.2,1.282,50,1
+0,119,0,0,0,32.4,0.141,24,1
+2,112,86,42,160,38.4,0.246,28,0
+2,92,76,20,0,24.2,1.698,28,0
+6,183,94,0,0,40.8,1.461,45,0
+0,94,70,27,115,43.5,0.347,21,0
+2,108,64,0,0,30.8,0.158,21,0
+4,90,88,47,54,37.7,0.362,29,0
+0,125,68,0,0,24.7,0.206,21,0
+0,132,78,0,0,32.4,0.393,21,0
+5,128,80,0,0,34.6,0.144,45,0
+4,94,65,22,0,24.7,0.148,21,0
+7,114,64,0,0,27.4,0.732,34,1
+0,102,78,40,90,34.5,0.238,24,0
+2,111,60,0,0,26.2,0.343,23,0
+1,128,82,17,183,27.5,0.115,22,0
+10,92,62,0,0,25.9,0.167,31,0
+13,104,72,0,0,31.2,0.465,38,1
+5,104,74,0,0,28.8,0.153,48,0
+2,94,76,18,66,31.6,0.649,23,0
+7,97,76,32,91,40.9,0.871,32,1
+1,100,74,12,46,19.5,0.149,28,0
+0,102,86,17,105,29.3,0.695,27,0
+4,128,70,0,0,34.3,0.303,24,0
+6,147,80,0,0,29.5,0.178,50,1
+4,90,0,0,0,28,0.61,31,0
+3,103,72,30,152,27.6,0.73,27,0
+2,157,74,35,440,39.4,0.134,30,0
+1,167,74,17,144,23.4,0.447,33,1
+0,179,50,36,159,37.8,0.455,22,1
+11,136,84,35,130,28.3,0.26,42,1
+0,107,60,25,0,26.4,0.133,23,0
+1,91,54,25,100,25.2,0.234,23,0
+1,117,60,23,106,33.8,0.466,27,0
+5,123,74,40,77,34.1,0.269,28,0
+2,120,54,0,0,26.8,0.455,27,0
+1,106,70,28,135,34.2,0.142,22,0
+2,155,52,27,540,38.7,0.24,25,1
+2,101,58,35,90,21.8,0.155,22,0
+1,120,80,48,200,38.9,1.162,41,0
+11,127,106,0,0,39,0.19,51,0
+3,80,82,31,70,34.2,1.292,27,1
+10,162,84,0,0,27.7,0.182,54,0
+1,199,76,43,0,42.9,1.394,22,1
+8,167,106,46,231,37.6,0.165,43,1
+9,145,80,46,130,37.9,0.637,40,1
+6,115,60,39,0,33.7,0.245,40,1
+1,112,80,45,132,34.8,0.217,24,0
+4,145,82,18,0,32.5,0.235,70,1
+10,111,70,27,0,27.5,0.141,40,1
+6,98,58,33,190,34,0.43,43,0
+9,154,78,30,100,30.9,0.164,45,0
+6,165,68,26,168,33.6,0.631,49,0
+1,99,58,10,0,25.4,0.551,21,0
+10,68,106,23,49,35.5,0.285,47,0
+3,123,100,35,240,57.3,0.88,22,0
+8,91,82,0,0,35.6,0.587,68,0
+6,195,70,0,0,30.9,0.328,31,1
+9,156,86,0,0,24.8,0.23,53,1
+0,93,60,0,0,35.3,0.263,25,0
+3,121,52,0,0,36,0.127,25,1
+2,101,58,17,265,24.2,0.614,23,0
+2,56,56,28,45,24.2,0.332,22,0
+0,162,76,36,0,49.6,0.364,26,1
+0,95,64,39,105,44.6,0.366,22,0
+4,125,80,0,0,32.3,0.536,27,1
+5,136,82,0,0,0,0.64,69,0
+2,129,74,26,205,33.2,0.591,25,0
+3,130,64,0,0,23.1,0.314,22,0
+1,107,50,19,0,28.3,0.181,29,0
+1,140,74,26,180,24.1,0.828,23,0
+1,144,82,46,180,46.1,0.335,46,1
+8,107,80,0,0,24.6,0.856,34,0
+13,158,114,0,0,42.3,0.257,44,1
+2,121,70,32,95,39.1,0.886,23,0
+7,129,68,49,125,38.5,0.439,43,1
+2,90,60,0,0,23.5,0.191,25,0
+7,142,90,24,480,30.4,0.128,43,1
+3,169,74,19,125,29.9,0.268,31,1
+0,99,0,0,0,25,0.253,22,0
+4,127,88,11,155,34.5,0.598,28,0
+4,118,70,0,0,44.5,0.904,26,0
+2,122,76,27,200,35.9,0.483,26,0
+6,125,78,31,0,27.6,0.565,49,1
+1,168,88,29,0,35,0.905,52,1
+2,129,0,0,0,38.5,0.304,41,0
+4,110,76,20,100,28.4,0.118,27,0
+6,80,80,36,0,39.8,0.177,28,0
+10,115,0,0,0,0,0.261,30,1
+2,127,46,21,335,34.4,0.176,22,0
+9,164,78,0,0,32.8,0.148,45,1
+2,93,64,32,160,38,0.674,23,1
+3,158,64,13,387,31.2,0.295,24,0
+5,126,78,27,22,29.6,0.439,40,0
+10,129,62,36,0,41.2,0.441,38,1
+0,134,58,20,291,26.4,0.352,21,0
+3,102,74,0,0,29.5,0.121,32,0
+7,187,50,33,392,33.9,0.826,34,1
+3,173,78,39,185,33.8,0.97,31,1
+10,94,72,18,0,23.1,0.595,56,0
+1,108,60,46,178,35.5,0.415,24,0
+5,97,76,27,0,35.6,0.378,52,1
+4,83,86,19,0,29.3,0.317,34,0
+1,114,66,36,200,38.1,0.289,21,0
+1,149,68,29,127,29.3,0.349,42,1
+5,117,86,30,105,39.1,0.251,42,0
+1,111,94,0,0,32.8,0.265,45,0
+4,112,78,40,0,39.4,0.236,38,0
+1,116,78,29,180,36.1,0.496,25,0
+0,141,84,26,0,32.4,0.433,22,0
+2,175,88,0,0,22.9,0.326,22,0
+2,92,52,0,0,30.1,0.141,22,0
+3,130,78,23,79,28.4,0.323,34,1
+8,120,86,0,0,28.4,0.259,22,1
+2,174,88,37,120,44.5,0.646,24,1
+2,106,56,27,165,29,0.426,22,0
+2,105,75,0,0,23.3,0.56,53,0
+4,95,60,32,0,35.4,0.284,28,0
+0,126,86,27,120,27.4,0.515,21,0
+8,65,72,23,0,32,0.6,42,0
+2,99,60,17,160,36.6,0.453,21,0
+1,102,74,0,0,39.5,0.293,42,1
+11,120,80,37,150,42.3,0.785,48,1
+3,102,44,20,94,30.8,0.4,26,0
+1,109,58,18,116,28.5,0.219,22,0
+9,140,94,0,0,32.7,0.734,45,1
+13,153,88,37,140,40.6,1.174,39,0
+12,100,84,33,105,30,0.488,46,0
+1,147,94,41,0,49.3,0.358,27,1
+1,81,74,41,57,46.3,1.096,32,0
+3,187,70,22,200,36.4,0.408,36,1
+6,162,62,0,0,24.3,0.178,50,1
+4,136,70,0,0,31.2,1.182,22,1
+1,121,78,39,74,39,0.261,28,0
+3,108,62,24,0,26,0.223,25,0
+0,181,88,44,510,43.3,0.222,26,1
+8,154,78,32,0,32.4,0.443,45,1
+1,128,88,39,110,36.5,1.057,37,1
+7,137,90,41,0,32,0.391,39,0
+0,123,72,0,0,36.3,0.258,52,1
+1,106,76,0,0,37.5,0.197,26,0
+6,190,92,0,0,35.5,0.278,66,1
+2,88,58,26,16,28.4,0.766,22,0
+9,170,74,31,0,44,0.403,43,1
+9,89,62,0,0,22.5,0.142,33,0
+10,101,76,48,180,32.9,0.171,63,0
+2,122,70,27,0,36.8,0.34,27,0
+5,121,72,23,112,26.2,0.245,30,0
+1,126,60,0,0,30.1,0.349,47,1
+1,93,70,31,0,30.4,0.315,23,0
diff --git a/data/fico/train.csv b/xai_compare/data/fico/train.csv
similarity index 100%
rename from data/fico/train.csv
rename to xai_compare/data/fico/train.csv
diff --git a/data/german_credit_score/german_credit.csv b/xai_compare/data/german_credit_score/german_credit.csv
similarity index 97%
rename from data/german_credit_score/german_credit.csv
rename to xai_compare/data/german_credit_score/german_credit.csv
index 3ffaf61..56d300d 100644
--- a/data/german_credit_score/german_credit.csv
+++ b/xai_compare/data/german_credit_score/german_credit.csv
@@ -1,1001 +1,1001 @@
-Creditability,Account Balance,Duration of Credit (month),Payment Status of Previous Credit,Purpose,Credit Amount,Value Savings/Stocks,Length of current employment,Instalment per cent,Sex & Marital Status,Guarantors,Duration in Current address,Most valuable available asset,Age (years),Concurrent Credits,Type of apartment,No of Credits at this Bank,Occupation,No of dependents,Telephone,Foreign Worker
-1,1,18,4,2,1049,1,2,4,2,1,4,2,21,3,1,1,3,1,1,1
-1,1,9,4,0,2799,1,3,2,3,1,2,1,36,3,1,2,3,2,1,1
-1,2,12,2,9,841,2,4,2,2,1,4,1,23,3,1,1,2,1,1,1
-1,1,12,4,0,2122,1,3,3,3,1,2,1,39,3,1,2,2,2,1,2
-1,1,12,4,0,2171,1,3,4,3,1,4,2,38,1,2,2,2,1,1,2
-1,1,10,4,0,2241,1,2,1,3,1,3,1,48,3,1,2,2,2,1,2
-1,1,8,4,0,3398,1,4,1,3,1,4,1,39,3,2,2,2,1,1,2
-1,1,6,4,0,1361,1,2,2,3,1,4,1,40,3,2,1,2,2,1,2
-1,4,18,4,3,1098,1,1,4,2,1,4,3,65,3,2,2,1,1,1,1
-1,2,24,2,3,3758,3,1,1,2,1,4,4,23,3,1,1,1,1,1,1
-1,1,11,4,0,3905,1,3,2,3,1,2,1,36,3,1,2,3,2,1,1
-1,1,30,4,1,6187,2,4,1,4,1,4,3,24,3,1,2,3,1,1,1
-1,1,6,4,3,1957,1,4,1,2,1,4,3,31,3,2,1,3,1,1,1
-1,2,48,3,10,7582,2,1,2,3,1,4,4,31,3,2,1,4,1,2,1
-1,1,18,2,3,1936,5,4,2,4,1,4,3,23,3,1,2,2,1,1,1
-1,1,6,2,3,2647,3,3,2,3,1,3,1,44,3,1,1,3,2,1,1
-1,1,11,4,0,3939,1,3,1,3,1,2,1,40,3,2,2,2,2,1,1
-1,2,18,2,3,3213,3,2,1,4,1,3,1,25,3,1,1,3,1,1,1
-1,2,36,4,3,2337,1,5,4,3,1,4,1,36,3,2,1,3,1,1,1
-1,4,11,4,0,7228,1,3,1,3,1,4,2,39,3,2,2,2,1,1,1
-1,1,6,4,0,3676,1,3,1,3,1,3,1,37,3,1,3,3,2,1,1
-1,2,12,4,0,3124,1,2,1,3,1,3,1,49,1,2,2,2,2,1,1
-0,2,36,2,5,2384,1,2,4,3,1,1,4,33,3,1,1,2,1,1,1
-1,2,12,4,4,1424,1,4,4,3,1,3,2,26,3,2,1,3,1,1,1
-1,1,6,4,0,4716,5,2,1,3,1,3,1,44,3,2,2,2,2,1,1
-1,2,11,3,3,4771,1,4,2,3,1,4,2,51,3,2,1,3,1,1,1
-1,1,12,2,2,652,1,5,4,2,1,4,2,24,3,1,1,3,1,1,1
-1,2,9,4,3,1154,1,5,2,3,1,4,1,37,3,2,3,2,1,1,1
-1,4,15,2,0,3556,5,3,3,3,1,2,4,29,3,2,1,3,1,1,1
-1,3,42,4,1,4796,1,5,4,3,1,4,4,56,3,3,1,3,1,1,1
-1,3,30,4,3,3017,1,5,4,3,1,4,2,47,3,2,1,3,1,1,1
-1,4,36,4,0,3535,1,4,4,3,1,4,3,37,3,2,2,3,1,2,1
-1,4,36,4,0,6614,1,5,4,3,1,4,3,34,3,2,2,4,1,2,1
-1,4,24,2,3,1376,3,4,4,2,1,1,3,28,3,2,1,3,1,1,1
-1,1,15,2,0,1721,1,2,2,3,1,3,1,36,3,2,1,3,1,1,1
-1,1,6,4,0,860,1,5,1,2,1,4,4,39,3,2,2,3,1,2,1
-1,4,12,4,0,1495,1,5,4,3,1,1,1,38,3,2,2,2,2,1,1
-1,4,12,4,3,1934,1,5,2,3,1,2,4,26,3,2,2,3,1,1,1
-1,4,18,2,1,3378,5,3,2,3,1,1,2,31,3,2,1,3,1,2,1
-1,4,24,4,1,3868,1,5,4,2,1,2,3,41,3,1,2,4,1,2,1
-1,4,12,4,5,996,5,4,4,2,1,4,1,23,3,2,2,3,1,1,1
-1,1,24,2,10,1755,1,5,4,2,3,4,1,58,3,2,1,2,1,2,1
-1,4,18,4,0,1028,1,3,4,2,1,3,1,36,3,2,2,3,1,1,1
-1,2,24,4,9,2825,5,4,4,3,1,3,4,34,3,2,2,3,2,2,1
-1,2,18,2,6,1239,5,3,4,3,1,4,4,61,3,3,1,3,1,1,1
-0,1,18,2,0,1216,1,2,4,2,1,3,3,23,3,1,1,3,1,2,1
-1,4,24,2,9,1258,1,4,4,3,1,1,1,25,3,2,1,3,1,2,1
-0,4,18,4,6,1864,2,3,4,2,1,2,1,30,3,2,2,3,1,1,1
-1,4,24,2,0,1474,2,2,4,4,1,3,1,33,3,2,1,3,1,2,1
-1,1,24,4,9,1382,2,4,4,3,1,1,1,26,3,2,2,3,1,2,1
-1,4,12,2,0,640,1,3,4,1,1,2,1,49,3,2,1,2,1,1,1
-1,3,36,2,3,3919,1,3,2,3,1,2,1,23,3,2,1,3,1,2,1
-1,4,9,4,0,1224,1,3,3,3,1,1,1,30,3,2,2,3,1,1,1
-1,4,12,4,3,2331,5,5,1,3,2,4,1,49,3,2,1,3,1,2,1
-1,4,24,2,1,6313,5,5,3,3,1,4,3,41,3,2,1,4,2,2,1
-1,1,12,4,3,385,1,4,4,2,1,3,1,58,3,2,4,2,1,2,1
-1,4,12,4,3,1655,1,5,2,3,1,4,1,63,3,2,2,2,1,2,1
-1,1,15,2,3,1053,1,2,4,4,1,2,1,27,3,2,1,3,1,1,2
-1,4,21,2,3,3160,5,5,4,3,1,3,2,41,3,2,1,3,1,2,1
-1,4,36,2,0,3079,5,3,4,3,1,4,1,36,3,2,1,3,1,1,1
-1,4,12,4,0,1163,3,3,4,3,1,4,1,44,3,2,1,3,1,2,1
-1,4,24,2,1,2679,1,2,4,2,1,1,4,29,3,2,1,4,1,2,1
-1,4,48,4,3,3578,5,5,4,3,1,1,1,47,3,2,1,3,1,2,1
-1,4,36,3,0,10875,1,5,2,3,1,2,3,45,3,2,2,3,2,2,1
-1,1,12,3,0,1344,1,3,4,3,1,2,1,43,3,2,2,2,2,1,1
-1,4,6,4,3,1237,2,3,1,2,1,1,2,27,3,2,2,3,1,1,1
-1,4,12,2,3,3077,1,3,2,3,1,4,3,52,3,2,1,3,1,2,1
-1,4,24,2,3,2284,1,4,4,3,1,2,3,28,3,2,1,3,1,2,1
-1,2,12,2,3,1567,1,3,1,2,1,1,3,22,3,2,1,3,1,2,1
-1,4,24,3,0,2032,1,5,4,3,1,4,4,60,3,3,2,3,1,2,1
-1,2,21,4,2,2745,4,4,3,3,1,2,3,32,3,2,2,3,1,2,1
-1,4,30,2,3,1867,5,5,4,3,1,4,3,58,3,2,1,3,1,2,1
-1,4,36,2,3,2299,3,5,4,3,1,4,3,39,3,2,1,3,1,1,1
-1,4,24,2,2,929,5,4,4,3,1,2,3,31,2,2,1,3,1,2,1
-1,3,12,2,3,3399,5,5,2,3,1,3,3,37,3,2,1,4,1,1,1
-1,2,9,2,2,2030,5,4,2,3,1,1,3,24,3,2,1,3,1,2,1
-1,4,21,4,1,3275,1,5,1,3,1,4,3,36,3,2,1,4,1,2,1
-1,4,24,4,0,1940,4,5,4,3,1,4,1,60,3,2,1,3,1,2,1
-1,1,21,4,0,1602,1,5,4,4,1,3,3,30,3,2,2,3,1,2,1
-1,4,15,2,3,1979,5,5,4,3,1,2,3,35,3,2,1,3,1,1,1
-1,4,24,4,0,2022,1,3,4,2,1,4,3,37,3,2,1,3,1,2,1
-1,4,36,4,3,3342,5,5,4,3,1,2,3,51,3,2,1,3,1,2,1
-1,2,18,2,0,5866,2,3,2,3,1,2,3,30,3,2,2,3,1,2,1
-1,3,15,4,1,2360,3,3,2,3,1,2,3,36,3,2,1,3,1,2,1
-1,4,15,4,2,1520,5,5,4,3,1,4,2,63,3,2,1,3,1,1,1
-1,1,12,2,0,3651,4,3,1,3,1,3,2,31,3,2,1,3,2,1,1
-1,4,24,4,1,2346,1,4,4,3,1,3,3,35,3,2,2,3,1,2,1
-1,4,36,3,3,4454,1,3,4,2,1,4,1,34,3,2,2,3,1,1,1
-1,1,6,4,0,666,4,4,3,2,1,4,1,39,3,2,2,2,1,2,1
-1,2,24,3,0,1965,5,3,4,2,1,4,3,42,3,1,2,3,1,2,1
-1,2,12,4,0,1995,2,2,4,3,1,1,3,27,3,2,1,3,1,1,1
-1,2,30,2,3,2991,5,5,2,2,1,4,3,25,3,2,1,3,1,1,1
-1,2,30,0,9,4221,1,3,2,2,1,1,3,28,3,2,2,3,1,1,1
-1,1,9,2,3,1364,1,4,3,3,1,4,1,59,3,2,1,3,1,1,1
-1,2,18,4,2,6361,1,5,2,3,1,1,4,41,3,2,1,3,1,2,1
-1,4,27,4,2,4526,4,2,4,3,1,2,1,32,2,2,2,2,2,2,1
-1,2,12,4,3,3573,1,3,1,2,1,1,1,23,3,2,1,2,1,1,1
-0,2,36,3,9,4455,1,3,2,1,1,2,1,30,2,2,2,4,1,2,1
-1,1,9,2,2,2136,1,3,3,3,1,2,1,25,3,2,1,3,1,1,1
-1,2,42,4,9,5954,1,4,2,2,1,1,1,41,1,2,2,2,1,1,1
-1,4,24,4,2,3777,4,3,4,3,1,4,1,40,3,2,1,3,1,2,1
-1,1,15,2,9,806,1,3,4,2,1,4,2,22,3,2,1,2,1,1,1
-1,2,24,3,9,4712,5,3,4,3,1,2,2,34,1,2,2,4,1,2,1
-1,2,36,3,0,7432,1,3,2,2,1,2,2,54,3,1,1,3,1,1,1
-1,4,24,4,3,1851,1,4,4,4,3,2,3,33,3,2,2,3,1,2,1
-1,4,24,2,0,1393,1,3,2,3,3,2,1,31,3,2,1,3,1,2,1
-1,4,12,4,9,1412,1,3,4,2,3,2,1,29,3,2,2,4,1,2,1
-1,4,18,2,3,1473,1,2,3,4,1,4,1,39,3,2,1,3,1,2,1
-1,4,24,2,3,1533,1,2,4,2,1,3,3,38,2,2,1,3,1,2,1
-1,4,12,4,6,2012,5,4,4,2,1,2,3,61,3,2,1,3,1,1,1
-0,1,15,2,0,3959,1,3,3,2,1,2,2,29,3,2,1,3,1,2,1
-1,1,6,2,2,428,1,5,2,2,1,1,2,49,1,2,1,3,1,2,1
-1,2,12,4,0,2366,3,4,3,1,1,3,3,36,3,2,1,4,1,2,1
-1,4,12,2,2,763,1,3,4,2,1,1,1,26,3,2,1,3,1,2,1
-1,2,21,2,2,3976,5,4,2,3,1,3,3,35,3,2,1,3,1,2,1
-1,2,18,2,0,6260,1,4,3,3,1,3,1,28,3,1,1,2,1,1,1
-1,2,9,4,2,1919,1,4,4,3,1,3,3,35,3,1,1,3,1,2,1
-1,4,24,2,1,2603,4,3,2,2,1,4,3,28,3,1,1,3,1,2,1
-1,4,9,4,6,936,3,5,4,3,1,2,3,52,3,2,2,3,1,2,1
-1,4,24,2,2,3062,3,5,4,3,1,3,4,32,3,1,1,3,1,2,1
-1,2,36,2,3,4795,1,2,4,2,1,1,4,30,3,2,1,4,1,2,1
-1,4,36,4,1,5842,1,5,2,3,1,2,2,35,3,2,2,3,2,2,1
-1,2,6,2,3,2063,1,2,4,4,1,3,3,30,3,1,1,4,1,2,1
-1,4,15,4,3,1459,1,3,4,2,1,2,3,43,3,2,1,2,1,1,1
-1,4,15,2,3,1213,3,5,4,3,1,3,2,47,2,2,1,3,1,2,1
-1,4,24,4,3,5103,1,2,3,4,1,3,4,47,3,3,3,3,1,2,1
-1,4,15,2,4,874,5,2,4,2,1,1,1,24,3,2,1,3,1,1,1
-1,4,6,2,2,2978,3,3,1,3,1,2,3,32,3,2,1,3,1,2,1
-1,4,18,2,0,1820,1,3,2,4,1,2,2,30,3,2,1,4,1,2,1
-1,4,24,4,3,2872,2,5,3,3,1,4,1,36,3,2,1,3,2,2,1
-1,3,24,2,2,1925,1,3,2,3,1,2,1,26,3,2,1,3,1,1,1
-1,4,18,2,2,2515,1,3,3,3,1,4,1,43,3,2,1,3,1,2,1
-1,3,6,2,2,2116,1,3,2,3,1,2,1,41,3,2,1,3,1,2,1
-1,4,18,2,3,1453,1,2,3,2,1,1,1,26,3,2,1,3,1,1,1
-1,4,10,2,0,1364,1,3,2,2,1,4,3,64,3,2,1,3,1,2,1
-1,4,6,2,2,1543,4,3,4,1,1,2,1,33,3,2,1,3,1,1,1
-1,2,12,2,0,1318,4,5,4,3,1,4,1,54,3,2,1,3,1,2,1
-1,1,24,1,0,2325,2,4,2,3,1,3,3,32,1,2,1,3,1,1,1
-1,2,6,4,8,932,5,4,1,2,1,3,2,39,3,2,2,2,1,1,1
-1,3,24,4,3,3148,5,3,3,3,1,2,3,31,3,2,2,3,1,2,1
-1,4,36,2,3,3835,5,5,2,2,1,4,1,45,3,2,1,2,1,2,1
-1,4,9,2,6,3832,5,5,1,3,1,4,1,64,3,2,1,2,1,1,1
-1,2,24,2,3,5084,5,5,2,2,1,4,3,42,3,2,1,3,1,2,1
-1,4,9,4,2,2406,1,1,2,3,1,3,3,31,3,2,1,4,1,1,1
-1,4,36,2,3,2394,5,3,4,2,1,4,3,25,3,2,1,3,1,1,1
-1,4,21,2,1,2476,5,5,4,3,1,4,1,46,3,2,1,4,1,2,1
-1,1,24,2,1,2964,5,5,4,3,1,4,4,49,1,3,1,3,2,2,1
-1,1,12,2,2,1262,5,5,2,1,1,4,2,49,3,2,1,2,1,2,1
-1,4,12,2,9,1542,1,4,2,3,1,4,3,36,3,2,1,3,1,2,1
-1,2,24,4,3,1743,1,5,4,3,1,2,2,48,3,2,2,2,1,1,1
-1,3,12,1,3,409,4,3,3,2,1,3,1,42,3,1,2,3,1,1,1
-1,4,12,2,3,2171,1,2,2,2,1,2,3,29,1,2,1,3,1,1,1
-1,4,48,4,1,8858,5,4,2,3,1,1,4,35,3,3,2,3,1,2,1
-1,2,24,2,0,3512,2,4,2,3,1,3,3,38,1,2,2,3,1,2,1
-1,2,12,2,3,1158,3,3,3,1,1,1,3,26,3,2,1,3,1,2,1
-1,4,24,4,3,2684,1,3,4,3,1,2,1,35,3,2,2,2,1,1,1
-1,1,12,2,3,1498,1,3,4,2,1,1,3,23,1,2,1,3,1,1,1
-1,4,30,4,3,5954,1,4,3,3,2,2,3,38,3,2,1,3,1,1,1
-0,2,48,1,9,6416,1,5,4,2,1,3,4,59,3,1,1,3,1,1,1
-1,2,12,4,2,3617,1,5,1,3,1,4,3,28,3,1,3,3,1,2,1
-1,4,12,4,3,1291,1,3,4,2,1,2,2,35,3,2,2,3,1,1,1
-1,3,24,4,9,1275,4,3,2,1,1,4,1,36,3,2,2,3,1,2,1
-1,4,24,2,2,3972,1,4,2,2,1,4,2,25,3,1,1,3,1,2,1
-1,4,15,4,2,3343,1,3,4,3,1,2,4,28,3,3,1,3,1,2,1
-1,3,15,2,6,392,1,2,4,2,1,4,2,23,3,1,1,3,1,2,1
-1,4,9,4,0,2134,1,3,4,3,1,4,3,48,3,2,3,3,1,2,1
-1,4,30,4,3,5771,1,4,4,2,1,2,3,25,3,2,2,3,1,1,1
-1,4,24,4,9,4526,1,3,3,3,1,2,1,74,3,2,1,4,1,2,1
-1,4,15,4,2,2788,1,4,2,2,2,3,3,24,1,2,2,3,1,1,1
-1,4,6,4,3,1382,1,3,1,2,1,1,3,28,3,2,2,3,1,2,1
-1,3,36,2,3,5848,1,3,4,3,1,1,3,24,3,2,1,3,1,1,1
-0,1,12,2,0,1228,1,3,4,2,1,2,1,24,3,2,1,2,1,1,1
-1,3,12,2,3,1297,1,3,3,4,1,4,1,23,3,1,1,3,1,1,1
-1,4,24,2,3,1552,1,4,3,3,1,1,3,32,1,2,1,3,2,1,1
-1,4,12,2,3,1963,1,4,4,3,1,2,3,31,3,1,2,4,2,2,1
-1,4,24,2,3,3235,3,5,3,1,1,2,3,36,3,2,1,4,1,2,1
-1,4,24,4,9,4139,2,3,3,3,1,3,2,27,3,2,2,2,1,2,1
-1,2,12,4,1,1804,2,2,3,3,1,4,2,44,3,2,1,3,1,1,1
-1,4,18,2,9,1950,1,4,4,3,1,1,3,34,2,2,2,3,1,2,1
-1,4,48,3,3,12749,3,4,4,3,1,1,3,37,3,2,1,4,1,2,1
-1,4,9,2,4,1236,1,2,1,2,1,4,1,23,3,1,1,3,1,2,1
-1,4,18,4,0,1055,1,2,4,2,1,1,2,30,3,2,2,3,1,1,1
-1,1,30,0,9,8072,5,2,2,3,1,3,3,25,1,2,3,3,1,1,1
-1,4,30,4,3,2831,1,3,4,2,1,2,3,33,3,2,1,3,1,2,1
-1,4,9,2,9,1449,1,4,3,2,1,2,3,27,3,2,2,3,1,1,1
-1,4,36,2,9,5742,2,4,2,3,1,2,3,31,3,2,2,3,1,2,1
-1,4,12,2,0,2390,5,5,4,3,1,3,3,50,3,2,1,3,1,2,1
-1,4,24,2,3,3430,3,5,3,3,1,2,3,31,3,2,1,3,2,2,1
-1,2,36,2,6,2273,1,4,3,3,1,1,3,32,3,2,2,3,2,1,1
-1,3,21,2,0,2923,2,3,1,2,1,1,3,28,1,2,1,4,1,2,1
-1,4,24,2,3,1901,2,3,4,3,1,4,3,29,3,1,1,4,1,2,1
-1,2,36,2,6,3711,5,3,2,4,1,2,3,27,3,2,1,3,1,1,1
-1,2,48,2,0,8487,5,4,1,2,1,2,3,24,3,2,1,3,1,1,1
-1,4,24,2,0,2255,5,2,4,3,1,1,2,54,3,2,1,3,1,1,1
-1,4,12,2,3,1262,1,3,3,3,1,2,3,25,3,2,1,3,1,1,1
-1,4,33,4,1,7253,1,4,3,3,1,2,3,35,3,2,2,4,1,2,1
-1,4,6,4,0,6761,1,4,1,3,1,3,4,45,3,2,2,4,2,2,1
-1,4,18,4,2,1817,1,3,4,2,1,2,4,28,3,2,2,3,1,1,1
-1,4,12,2,3,2141,2,4,3,3,1,1,4,35,3,2,1,3,1,1,1
-1,4,48,1,9,3609,1,3,1,2,1,1,1,27,2,2,1,3,1,1,1
-1,4,30,2,3,2333,3,5,4,3,1,2,3,30,1,2,1,4,1,1,1
-1,4,28,1,1,7824,5,2,3,3,3,4,1,40,1,1,2,3,2,2,1
-1,3,18,1,3,1445,5,4,4,3,1,4,3,49,1,2,1,2,1,1,1
-1,1,24,2,2,7721,5,2,1,2,1,2,2,30,3,2,1,3,1,2,2
-1,1,21,2,0,3763,5,4,2,3,2,2,1,24,3,2,1,2,1,1,2
-1,2,18,2,9,4439,1,5,1,3,2,1,1,33,1,2,1,4,1,2,1
-1,1,12,2,3,1107,1,3,2,3,1,2,1,20,3,1,1,4,2,2,1
-1,2,15,2,3,1444,5,2,4,3,1,1,2,23,3,2,1,3,1,1,1
-1,2,48,1,0,12169,5,1,4,3,2,4,4,36,3,3,1,4,1,2,1
-1,4,9,2,3,2753,2,5,3,3,2,4,3,35,3,2,1,3,1,2,1
-1,3,4,2,0,1494,5,2,1,3,1,2,1,29,3,2,1,2,2,1,2
-1,1,24,1,2,2828,3,3,4,3,1,4,1,22,2,2,1,3,1,2,1
-1,1,24,1,2,2483,3,3,4,3,1,4,1,22,2,2,1,3,1,2,1
-1,3,6,4,0,1299,1,3,1,3,1,1,1,74,3,2,3,1,2,1,2
-1,2,9,2,0,1549,5,2,4,3,1,2,1,35,3,2,1,1,1,1,1
-1,3,10,2,0,3949,1,2,1,3,3,1,2,37,3,2,1,2,2,1,1
-1,4,10,2,1,2901,5,2,1,2,1,4,1,31,3,1,1,3,1,1,1
-1,3,6,2,0,709,4,2,2,4,1,2,1,27,3,2,1,1,1,1,2
-1,1,47,2,0,10722,1,2,1,2,1,1,1,35,3,2,1,2,1,2,1
-1,4,10,2,0,1287,5,5,4,3,2,2,2,45,3,2,1,2,1,1,2
-1,1,18,1,3,1940,1,2,3,3,2,4,4,36,1,3,1,4,1,2,1
-1,3,30,4,3,3656,5,5,4,3,1,4,2,49,2,2,2,2,1,1,1
-1,4,24,3,1,4679,1,4,3,3,1,3,3,35,3,2,2,2,1,2,1
-1,4,27,3,1,8613,4,3,2,3,1,2,3,27,3,2,2,3,1,1,1
-1,1,18,2,2,2659,4,3,4,3,1,2,3,28,3,2,1,3,1,1,1
-1,4,24,4,3,1516,4,3,4,2,1,1,1,43,3,2,2,2,1,1,1
-1,1,18,2,0,4380,2,3,3,3,1,4,3,35,3,2,1,2,2,2,1
-1,4,14,3,0,802,1,3,4,3,1,2,3,27,3,2,2,2,1,1,1
-1,4,21,2,9,1572,4,5,4,2,1,4,1,36,1,2,1,2,1,1,1
-1,2,48,1,9,3566,2,4,4,3,1,2,3,30,3,2,1,3,1,1,1
-1,4,24,2,3,1278,1,5,4,3,1,1,1,36,3,2,1,4,1,2,1
-1,4,6,0,3,426,1,5,4,4,1,4,3,39,3,2,1,2,1,1,1
-1,4,39,2,1,8588,2,5,4,3,1,2,3,45,3,2,1,4,1,2,1
-1,1,30,2,1,3857,1,3,4,1,1,4,2,40,3,2,1,4,1,2,1
-0,2,12,2,0,685,1,4,2,4,1,3,3,25,1,2,1,2,1,1,1
-1,1,24,2,3,1603,1,5,4,2,1,4,3,55,3,2,1,3,1,1,1
-1,4,21,2,2,2241,1,5,4,3,1,2,1,50,3,2,2,3,1,1,1
-1,1,24,2,3,2384,1,5,4,3,1,4,1,64,1,1,1,2,1,1,1
-1,4,4,2,2,601,1,2,1,2,1,3,1,23,3,1,1,2,2,1,1
-1,4,39,2,1,2569,3,3,4,3,1,4,3,24,3,2,1,3,1,1,1
-1,4,15,4,3,1316,3,3,2,4,1,2,2,47,3,2,2,2,1,1,1
-1,4,60,2,0,10366,1,5,2,3,1,4,2,42,3,2,1,4,1,2,1
-1,4,18,2,9,1568,2,3,3,2,1,4,2,24,3,1,1,2,1,1,1
-1,4,18,4,3,629,3,5,4,3,1,3,2,32,1,2,2,4,1,2,1
-1,4,6,1,3,1750,3,5,2,3,1,4,2,45,1,2,1,2,2,1,1
-1,4,24,2,1,3488,2,4,3,2,1,4,3,23,3,2,1,3,1,1,1
-1,4,18,4,3,1800,1,3,4,3,1,2,3,24,3,2,2,3,1,1,1
-1,4,24,3,2,4151,2,3,2,3,1,3,2,35,3,2,2,3,1,1,1
-1,2,15,2,5,2631,2,3,3,2,1,2,1,25,3,2,1,2,1,1,1
-1,4,21,2,1,5248,5,3,1,3,1,3,3,26,3,2,1,3,1,1,1
-1,2,18,3,0,2899,5,5,4,3,1,4,3,43,3,2,1,3,2,1,1
-1,2,18,3,5,6204,1,3,2,3,1,4,1,44,3,2,1,2,2,2,1
-1,4,12,2,3,804,1,5,4,3,1,4,3,38,3,2,1,3,1,1,1
-1,4,36,2,3,3595,1,5,4,3,1,2,3,28,3,2,1,3,1,1,1
-1,4,36,4,1,5711,4,5,4,3,1,2,3,38,3,2,2,4,1,2,1
-1,3,15,2,9,2687,1,4,2,3,1,4,2,26,3,1,1,3,1,2,1
-1,1,15,3,2,3643,1,5,1,2,1,4,2,27,3,2,2,2,1,1,1
-1,4,10,4,2,2146,1,2,1,2,1,3,1,23,3,1,2,3,1,1,1
-1,1,10,2,3,2315,1,5,3,3,1,4,1,52,3,2,1,2,1,1,1
-1,4,5,2,9,3448,1,4,1,3,1,4,1,74,3,2,1,2,1,1,1
-1,4,15,2,2,2708,1,2,2,3,1,3,2,27,1,2,2,2,1,1,1
-1,4,11,4,0,1393,1,2,4,2,1,4,3,35,3,2,2,4,1,1,1
-1,3,10,2,2,1275,1,2,4,2,1,2,2,23,3,2,1,3,1,1,1
-1,4,9,2,2,1313,1,5,1,3,1,4,3,20,3,2,1,3,1,1,1
-1,4,12,2,3,1493,1,2,4,2,1,3,3,34,3,2,1,3,2,1,1
-1,4,22,2,3,2675,3,5,3,3,1,4,3,40,3,2,1,3,1,1,1
-1,2,9,2,3,2118,1,3,2,3,1,2,1,37,3,2,1,2,2,1,1
-1,4,36,2,0,909,3,5,4,3,1,4,2,36,3,2,1,3,1,1,1
-1,4,12,4,2,1258,1,2,2,2,1,4,2,22,3,1,2,2,1,1,1
-1,4,15,1,3,1569,2,5,4,3,1,4,3,34,1,2,1,2,2,1,1
-1,4,6,2,1,1236,3,3,2,3,1,4,2,50,3,1,1,3,1,1,1
-1,4,36,3,2,7678,3,4,2,2,1,4,3,40,3,2,2,3,1,2,1
-1,4,6,2,5,660,3,4,2,4,1,4,1,23,3,1,1,2,1,1,1
-1,4,24,2,2,2835,3,5,3,3,1,4,2,53,3,2,1,3,1,1,1
-1,4,24,2,1,2670,1,5,4,3,1,4,3,35,3,2,1,4,1,2,1
-1,4,12,1,8,3447,3,3,4,2,1,3,1,35,3,2,1,2,2,1,1
-1,4,15,2,3,3568,1,5,4,2,1,2,3,54,1,1,1,4,1,2,1
-1,2,21,4,9,3652,1,4,2,3,1,3,2,27,3,2,2,3,1,1,1
-1,1,24,2,3,3660,1,3,2,2,1,4,3,28,3,2,1,3,1,1,1
-1,3,9,2,3,1126,2,5,2,1,1,4,1,49,3,2,1,3,1,1,1
-1,3,6,3,3,683,1,2,2,2,1,1,2,29,1,2,1,3,1,1,1
-1,3,12,2,2,2251,1,3,1,2,1,2,3,46,3,2,1,2,1,1,1
-1,4,12,2,1,4675,5,2,1,2,1,4,3,20,3,1,1,3,1,1,1
-1,2,21,3,0,2353,1,3,1,1,1,4,2,47,3,2,2,3,1,1,1
-1,1,21,2,3,3357,4,2,4,2,1,2,3,29,1,2,1,3,1,1,1
-1,4,6,2,0,672,1,1,1,2,1,4,1,54,3,2,1,1,1,2,1
-1,1,6,4,3,338,3,5,4,3,1,4,3,52,3,2,2,3,1,1,1
-1,4,9,2,3,2697,1,3,1,3,1,2,1,32,3,2,1,3,2,1,1
-1,4,9,2,0,2507,3,5,2,3,1,4,4,51,3,3,1,2,1,1,1
-1,4,15,3,3,1478,1,3,4,4,1,3,1,33,1,2,2,3,1,1,1
-1,4,12,4,6,3565,5,2,2,3,1,1,2,37,3,2,2,2,2,1,1
-1,4,15,2,2,2221,3,3,2,2,1,4,3,20,3,1,1,3,1,1,1
-1,4,6,4,3,1898,5,3,1,3,1,2,1,34,3,2,2,2,2,1,1
-1,2,6,3,9,1449,2,5,1,1,1,2,3,31,1,2,2,3,2,1,1
-1,4,15,3,2,960,4,4,3,2,1,2,2,30,3,2,2,3,1,1,1
-1,4,36,2,1,8133,1,3,1,2,1,2,2,30,1,2,1,3,1,1,1
-1,4,9,2,2,2301,2,2,2,2,1,4,2,22,3,1,1,3,1,1,1
-1,4,6,3,9,1743,2,3,1,3,1,2,1,34,3,2,2,2,1,1,1
-1,2,12,2,2,983,4,2,1,2,1,4,1,19,3,1,1,2,1,1,1
-1,4,18,3,3,2320,1,1,2,4,1,3,1,34,3,2,2,3,1,1,1
-1,1,12,1,8,339,1,5,4,4,1,1,3,45,1,2,1,2,1,1,1
-1,3,24,2,3,5152,1,4,4,3,1,2,3,25,1,2,1,3,1,1,1
-1,3,24,2,2,3749,1,2,2,2,1,4,3,26,3,2,1,3,1,1,1
-1,4,9,4,3,3074,5,3,1,3,1,2,1,33,3,2,2,3,2,1,1
-0,3,9,2,3,745,1,3,3,2,1,2,1,28,3,2,1,2,1,1,1
-1,4,24,2,0,1469,2,5,4,4,1,4,1,41,3,1,1,2,1,1,1
-1,1,6,2,2,1374,1,3,1,3,1,2,1,36,1,2,1,2,1,2,1
-1,4,6,1,0,783,5,3,1,3,3,2,1,26,2,2,1,2,2,1,1
-1,1,21,2,3,2606,1,2,4,2,1,4,2,28,3,1,1,4,1,2,1
-1,4,54,0,1,9436,5,3,2,3,1,2,2,39,3,2,1,2,2,1,1
-1,4,12,4,3,930,5,5,4,3,1,4,1,65,3,2,4,3,1,1,1
-1,4,48,4,1,2751,5,5,4,3,1,3,3,38,3,2,2,3,2,2,1
-1,4,6,4,0,250,4,3,2,2,1,2,1,41,1,2,2,2,1,1,1
-1,2,24,2,0,1201,1,2,4,3,1,1,2,26,3,2,1,3,1,1,1
-1,1,6,2,0,662,1,2,3,3,1,4,1,41,3,2,1,2,2,2,1
-1,4,15,2,1,1300,5,5,4,3,1,4,4,45,1,3,1,3,2,1,1
-1,4,24,1,9,1559,1,4,4,3,1,4,3,40,1,2,1,3,1,2,1
-1,3,12,2,3,3016,1,3,3,4,1,1,3,24,3,2,1,3,1,1,1
-1,4,15,4,3,1360,1,3,4,3,1,2,2,31,3,2,2,3,1,1,1
-1,4,6,0,0,1204,2,3,4,3,1,1,4,35,1,1,1,3,1,1,2
-1,4,10,2,0,1597,3,3,3,3,1,2,4,40,3,1,1,2,2,1,2
-1,4,12,2,3,2073,2,3,4,2,2,2,1,28,3,2,1,3,1,1,1
-1,4,11,2,9,2142,4,5,1,1,1,2,1,28,3,2,1,3,1,2,1
-1,1,10,4,2,2132,5,2,2,2,2,3,1,27,3,1,2,3,1,1,2
-1,4,10,2,0,1546,1,3,3,3,1,2,1,31,3,2,1,2,2,1,2
-1,4,24,4,0,1287,4,5,4,2,1,4,1,37,3,2,2,3,1,2,1
-1,4,10,2,0,1418,2,3,3,3,1,2,1,35,3,1,1,2,1,1,2
-1,3,6,4,0,1343,1,5,1,3,1,4,1,46,3,2,2,3,2,1,2
-1,4,18,2,0,2662,5,4,4,3,1,3,2,32,3,2,1,3,1,1,2
-1,4,18,4,3,6070,1,5,3,3,1,4,3,33,3,2,2,3,1,2,1
-1,4,24,4,6,1927,5,3,3,2,1,2,3,33,3,2,2,3,1,2,1
-1,4,18,4,3,2404,1,3,2,2,1,2,3,26,3,2,2,3,1,1,1
-1,4,6,4,3,1554,1,4,1,2,1,2,3,24,3,1,2,3,1,2,1
-1,4,22,2,0,1283,5,4,4,2,1,4,2,25,3,1,1,3,1,1,1
-1,4,24,3,0,717,5,5,4,4,1,4,3,54,3,2,2,3,1,2,1
-1,1,24,2,2,1747,1,2,4,3,2,1,2,24,3,2,1,2,1,1,2
-1,1,9,4,5,1288,2,5,3,3,3,4,1,48,3,2,2,3,2,1,2
-1,1,10,4,0,1038,1,4,4,3,2,3,2,49,3,2,2,3,1,2,1
-1,4,10,2,1,2848,2,3,1,3,2,2,1,32,3,2,1,3,2,1,1
-1,4,12,2,1,1413,4,4,3,3,1,2,2,55,3,2,1,3,1,1,2
-1,4,30,4,3,3077,5,5,3,3,1,2,3,40,3,2,2,3,2,2,1
-1,1,24,1,1,3632,1,3,1,2,3,4,3,22,1,1,1,3,1,1,2
-1,4,18,4,1,3229,5,1,2,3,1,4,4,38,3,2,1,4,1,2,1
-1,4,9,2,0,3577,2,3,1,3,3,2,1,26,3,1,1,3,2,1,2
-1,4,12,4,0,682,2,4,4,2,1,3,3,51,3,2,2,3,1,2,1
-1,4,10,2,3,1924,1,3,1,3,1,4,2,38,3,2,1,3,1,2,2
-1,4,10,2,6,727,3,5,4,3,1,4,4,46,3,3,1,3,1,2,1
-1,3,10,4,0,781,1,5,4,3,1,4,4,63,3,3,2,3,1,2,1
-1,1,12,4,0,2121,1,3,4,3,1,2,2,30,3,2,2,3,1,1,1
-1,4,12,4,6,701,1,3,4,3,1,2,3,32,3,2,2,3,1,1,1
-1,4,10,4,2,2069,5,3,2,4,1,1,3,26,3,2,2,3,1,1,2
-1,4,24,2,0,1525,4,4,4,2,1,3,3,34,3,2,1,3,2,2,1
-1,4,48,4,9,7629,5,5,4,1,1,2,3,46,1,2,2,4,2,1,1
-0,1,12,4,0,3499,1,3,3,2,2,2,1,29,3,2,2,3,1,1,1
-1,4,6,2,3,1346,2,5,2,3,1,4,4,42,1,3,1,3,2,2,1
-1,4,36,4,1,10477,5,5,2,3,1,4,4,42,3,3,2,3,1,1,1
-1,1,24,2,1,2924,1,3,3,3,3,4,4,63,1,2,1,3,2,2,1
-1,4,10,4,0,1231,1,5,3,3,1,4,1,32,3,2,2,2,2,1,2
-1,3,18,2,0,1961,1,5,3,2,1,2,3,23,3,2,1,4,1,1,1
-1,4,15,4,0,5045,5,5,1,2,1,4,3,59,3,2,1,3,1,2,1
-1,4,12,4,0,1255,1,5,4,3,1,4,1,61,3,2,2,2,1,1,1
-1,1,12,2,2,1858,1,2,4,2,1,1,3,22,3,1,1,3,1,1,1
-1,4,6,4,2,1221,5,3,1,4,1,2,2,27,3,2,2,3,1,1,1
-1,4,9,2,2,1388,1,3,4,2,1,2,1,26,3,1,1,3,1,1,1
-1,4,12,2,3,2279,5,3,4,3,1,4,4,37,3,3,1,3,1,2,1
-1,4,12,0,2,2759,1,5,2,3,1,4,2,34,3,2,2,3,1,1,1
-1,3,24,2,3,1258,3,3,3,2,1,3,3,57,3,2,1,2,1,1,1
-1,2,12,0,8,1410,1,3,2,3,1,2,1,31,3,2,1,2,1,2,1
-1,1,15,2,0,1403,1,3,2,2,1,4,3,28,3,1,1,3,1,1,1
-1,1,24,2,2,3021,1,3,2,1,1,2,1,24,3,1,1,2,1,1,1
-1,1,24,2,9,6568,1,3,2,4,1,2,3,21,2,2,1,2,1,1,1
-1,4,24,4,3,2578,4,5,2,3,1,2,3,34,3,2,1,3,1,1,1
-1,2,24,4,1,7758,4,5,2,2,1,4,4,29,3,1,1,3,1,1,1
-1,1,6,2,4,343,1,2,4,2,1,1,1,27,3,2,1,3,1,1,1
-1,4,21,3,2,1591,2,4,4,3,1,3,1,34,3,2,2,4,1,1,1
-1,1,27,2,3,3416,1,3,3,3,1,2,3,27,3,2,1,4,1,1,1
-0,1,12,0,5,1108,1,4,4,3,1,3,1,28,3,2,2,3,1,1,1
-1,2,27,3,1,5965,1,5,1,3,1,2,3,30,3,2,2,4,1,2,1
-1,2,15,2,5,1514,2,3,4,3,3,2,1,22,3,2,1,3,1,1,1
-1,4,30,4,3,6742,5,4,2,3,1,3,2,36,3,2,2,3,1,1,1
-1,1,18,2,2,3650,1,2,1,2,1,4,3,22,3,1,1,3,1,1,1
-1,1,21,2,2,3599,1,4,1,2,1,4,3,26,3,1,1,2,1,1,1
-1,4,60,4,0,13756,5,5,2,3,1,4,4,63,1,3,1,4,1,2,1
-1,2,9,2,0,276,1,3,4,4,1,4,1,22,3,1,1,2,1,1,1
-1,4,42,4,2,4041,3,3,4,3,1,4,1,36,3,2,2,3,1,2,1
-1,2,9,2,3,458,1,3,4,3,1,3,1,24,3,2,1,3,1,1,1
-0,2,9,2,2,918,1,3,4,2,1,1,2,30,3,2,1,3,1,1,1
-1,4,24,2,0,7393,1,3,1,3,1,4,2,43,3,2,1,2,2,1,1
-1,3,10,2,4,1225,1,3,2,3,1,2,3,37,3,2,1,3,1,2,1
-1,1,24,2,1,2812,5,5,2,2,1,4,1,26,3,1,1,3,1,1,1
-1,4,15,2,1,3029,1,4,2,3,1,2,3,33,3,2,1,3,1,1,1
-1,3,12,4,0,1480,3,1,2,3,1,4,4,66,1,3,3,1,1,1,1
-1,3,6,4,6,1047,1,3,2,2,1,4,2,50,3,2,1,2,1,1,1
-1,4,15,4,3,1471,1,3,4,3,1,4,4,35,3,3,2,3,1,2,1
-1,4,24,2,2,5511,2,3,4,3,1,1,3,25,2,2,1,3,1,1,1
-1,2,9,2,3,1206,1,5,4,2,1,4,1,25,3,2,1,3,1,1,1
-1,2,24,3,3,6403,1,2,1,3,1,2,3,33,3,2,1,3,1,1,1
-1,4,12,2,3,707,1,3,4,3,1,2,1,30,1,2,2,3,1,1,1
-1,4,12,3,1,1503,1,3,4,4,1,4,1,41,3,1,1,3,1,1,1
-1,2,12,2,0,6078,1,4,2,3,1,2,3,32,3,2,1,3,1,1,1
-1,2,27,2,9,2528,1,2,4,2,1,1,2,32,3,2,1,3,2,2,1
-1,2,12,2,9,1037,2,4,3,3,1,4,1,39,3,2,1,2,1,1,1
-1,1,6,2,1,1352,3,1,1,2,1,2,2,23,3,1,1,1,1,2,1
-1,4,24,2,3,3181,1,2,4,2,1,4,2,26,3,2,1,3,1,2,1
-1,4,18,2,3,4594,1,2,3,3,1,2,3,32,3,2,1,3,1,2,1
-1,2,48,2,10,5381,5,1,3,3,1,4,4,40,1,3,1,1,1,2,1
-1,4,15,2,1,4657,1,3,3,3,1,2,3,30,3,2,1,3,1,2,1
-1,2,9,2,9,1391,1,3,2,4,1,1,1,27,1,2,1,3,1,2,1
-1,2,18,2,9,1913,4,2,3,4,1,3,1,36,1,2,1,3,1,2,1
-1,4,42,2,3,7166,5,4,2,4,1,4,2,29,3,1,1,3,1,2,1
-1,4,13,2,3,1409,2,1,2,2,1,4,1,64,3,2,1,3,1,1,1
-1,4,24,3,9,2978,5,3,4,3,1,4,1,32,3,2,2,3,2,2,1
-1,4,12,4,3,976,5,5,4,3,1,4,3,35,3,2,2,3,1,1,1
-1,4,24,3,9,2375,3,3,4,3,1,2,3,44,3,2,2,3,2,2,1
-1,4,12,4,3,522,3,5,4,3,1,4,2,42,3,2,2,3,2,2,1
-1,4,28,4,3,2743,1,5,4,3,1,2,3,29,3,2,2,3,1,1,1
-1,4,11,4,3,1154,2,1,4,2,1,4,1,57,3,2,3,2,1,1,1
-1,4,24,4,1,5804,4,3,4,3,1,2,1,27,3,2,2,3,1,1,1
-1,4,18,4,3,1169,5,3,4,3,1,3,2,29,3,2,2,3,1,2,1
-1,1,15,4,2,1478,1,5,4,3,1,4,3,44,3,2,2,3,2,2,1
-1,4,12,2,3,776,1,3,4,4,1,2,1,28,3,2,1,3,1,1,1
-1,2,11,4,0,1322,4,3,4,2,1,4,3,40,3,2,2,3,1,1,1
-1,2,16,4,0,1175,1,1,2,3,1,3,3,68,3,3,3,1,1,2,1
-1,4,12,2,0,2133,5,5,4,2,1,4,4,52,3,3,1,4,1,2,1
-1,4,15,4,3,1829,1,5,4,3,1,4,3,46,3,2,2,3,1,2,1
-1,4,12,4,3,717,1,5,4,3,1,4,1,52,3,2,3,3,1,1,1
-1,2,39,3,6,11760,2,4,2,3,1,3,4,32,3,1,1,3,1,2,1
-0,2,9,4,6,1501,1,5,2,2,1,3,3,34,3,2,2,4,1,2,1
-1,1,12,2,6,1200,5,3,4,2,1,4,2,23,1,1,1,3,1,2,1
-1,2,9,2,0,3195,5,3,1,2,1,2,1,33,3,2,1,2,1,1,1
-1,4,30,4,3,4530,1,4,4,2,1,4,3,26,3,1,1,4,1,2,1
-0,4,12,3,5,1555,4,5,4,3,1,4,4,55,3,3,2,3,2,1,1
-1,2,15,4,9,2326,3,3,2,3,1,4,3,27,1,2,1,3,1,1,1
-1,2,18,4,9,1887,5,3,4,4,1,4,1,28,1,2,2,3,1,1,1
-1,4,12,4,9,1264,5,5,4,3,1,4,4,57,3,1,1,2,1,1,1
-1,4,7,3,3,846,5,5,3,3,1,4,4,36,3,3,1,3,1,1,1
-1,4,15,4,6,1532,2,3,4,2,1,3,3,31,3,2,1,3,1,1,1
-1,4,6,3,3,935,1,3,3,2,1,2,1,24,3,2,1,3,1,1,1
-1,1,27,4,9,2442,1,5,4,3,1,4,3,43,2,2,4,4,2,2,1
-1,2,18,4,9,3590,1,1,3,4,1,3,3,40,3,2,3,1,2,2,1
-1,4,21,4,2,2288,1,2,4,2,1,4,2,23,3,2,1,3,1,2,1
-1,4,27,3,9,5117,1,4,3,3,1,4,3,26,3,2,2,3,1,1,1
-1,1,39,4,2,14179,5,4,4,3,1,4,2,30,3,2,2,4,1,2,1
-1,4,15,2,3,1386,5,3,4,4,1,2,1,40,3,1,1,3,1,2,1
-1,4,12,4,3,618,1,5,4,3,1,4,1,56,3,2,1,3,1,1,1
-1,4,12,2,2,1574,1,3,4,3,1,2,1,50,3,2,1,3,1,1,1
-1,4,6,4,3,700,5,5,4,3,1,4,4,36,3,3,2,3,1,1,1
-1,4,12,2,3,886,5,3,4,2,1,2,3,21,3,2,1,3,1,1,1
-1,4,36,2,1,4686,1,3,2,3,1,2,4,32,3,3,1,4,1,2,1
-1,2,9,2,3,790,3,3,4,2,1,3,1,66,3,2,1,2,1,1,1
-0,2,12,2,3,766,3,3,4,3,1,3,1,66,3,2,1,2,1,1,1
-1,1,20,2,2,2212,5,4,4,3,1,4,3,39,3,2,1,3,1,2,1
-1,2,10,2,0,7308,1,1,2,3,1,4,4,70,1,3,1,4,1,2,1
-1,2,24,4,6,5743,1,2,2,2,1,4,4,24,3,3,2,3,1,2,1
-1,1,14,2,0,3973,1,1,1,3,1,4,4,22,3,3,1,3,1,1,1
-1,2,60,3,3,7418,5,3,1,3,1,1,1,27,3,2,1,2,1,1,1
-1,2,20,3,10,2629,1,3,2,3,1,3,3,29,1,2,2,3,1,2,1
-1,2,18,2,9,1941,4,3,4,3,1,2,2,35,3,2,1,2,1,2,1
-1,2,24,3,2,2333,5,2,4,3,1,2,2,29,1,2,1,2,1,1,1
-1,4,12,2,1,2445,5,2,2,4,1,4,3,26,3,1,1,3,1,2,1
-1,2,20,2,1,6468,5,1,1,1,1,4,1,60,3,2,1,4,1,2,1
-1,2,18,4,2,7374,1,1,4,3,1,4,2,40,2,2,2,4,1,2,1
-1,4,15,2,1,3812,2,2,1,2,1,4,3,23,3,2,1,3,1,2,1
-0,1,28,2,0,4006,1,3,3,3,1,2,3,45,3,2,1,2,1,1,1
-1,2,12,2,0,7472,5,1,1,2,1,2,1,24,3,1,1,1,1,1,1
-1,3,12,2,2,1424,5,5,3,2,1,4,1,55,3,2,1,4,1,2,1
-1,2,12,2,1,2028,5,3,4,3,1,2,3,30,3,2,1,3,1,1,1
-1,4,15,2,0,5324,3,5,1,2,1,4,4,35,3,3,1,3,1,1,1
-1,2,36,2,3,2323,1,4,4,3,1,4,3,24,3,1,1,3,1,1,1
-1,4,12,2,6,1393,1,5,4,3,1,4,2,47,1,2,3,3,2,2,1
-1,4,18,2,2,1984,1,3,4,3,1,4,4,47,1,3,2,3,1,1,1
-1,4,24,2,3,999,5,5,4,3,1,2,3,25,3,2,2,3,1,1,1
-1,4,36,2,9,7409,5,5,3,3,1,2,2,37,3,2,2,3,1,1,1
-1,4,15,2,2,2186,5,4,1,2,1,4,1,33,1,1,1,2,1,1,1
-1,3,36,2,3,4473,1,5,4,3,1,2,3,31,3,2,1,3,1,1,1
-1,4,24,2,8,937,1,2,4,4,1,3,3,27,3,2,2,2,1,1,1
-1,4,18,2,2,3422,1,5,4,3,1,4,2,47,1,2,3,3,2,2,1
-1,4,24,2,3,3105,5,2,4,3,1,2,3,25,3,2,2,3,1,1,1
-1,4,12,4,6,2748,1,5,2,2,1,4,4,57,1,3,3,2,1,1,1
-1,2,18,2,5,3872,1,1,2,2,1,4,3,67,3,2,1,3,1,2,1
-1,4,27,2,5,5190,5,5,4,3,1,4,2,48,3,2,4,3,2,2,1
-1,2,18,2,2,3001,1,4,2,2,1,4,1,40,3,1,1,3,1,1,1
-1,4,24,3,9,3863,1,3,1,3,1,2,4,32,3,3,1,3,1,1,1
-1,4,12,4,2,5801,5,5,2,3,1,4,2,49,3,1,1,3,1,2,2
-1,4,12,4,2,1592,4,4,3,2,1,2,2,35,3,2,1,3,1,1,1
-1,4,12,4,9,1185,1,3,3,2,1,2,1,27,3,2,2,3,1,1,1
-1,4,18,4,2,3780,1,2,3,1,1,2,3,35,3,2,2,4,1,2,1
-1,2,18,4,2,3612,1,5,3,2,1,4,2,37,3,2,1,3,1,2,2
-1,4,12,2,9,1076,1,3,2,4,1,2,1,26,3,2,1,3,1,2,1
-1,4,12,2,0,3527,5,2,2,3,1,3,2,45,3,2,1,4,2,2,1
-1,4,18,2,3,2051,1,2,4,3,1,1,1,33,3,2,1,3,1,1,1
-1,4,12,4,2,3331,1,5,2,3,1,4,2,42,2,2,1,3,1,1,1
-1,1,18,0,9,3104,1,4,3,3,1,1,2,31,1,2,1,3,1,2,1
-1,4,24,4,3,2611,1,5,4,4,2,3,1,46,3,2,2,3,1,1,1
-1,1,12,4,1,1409,1,5,4,3,1,3,1,54,3,2,1,3,1,1,1
-1,4,24,2,3,1311,2,4,4,4,1,3,2,26,3,2,1,3,1,2,1
-1,4,6,2,3,2108,1,4,2,4,1,2,1,29,3,1,1,3,1,1,1
-1,4,24,4,1,4042,5,4,3,3,1,4,2,43,3,2,2,3,1,2,1
-1,4,12,4,0,926,1,1,1,2,1,2,2,38,3,2,1,1,1,1,1
-1,1,12,2,3,1680,3,5,3,4,1,1,1,35,3,2,1,3,1,1,1
-1,4,24,2,0,1249,1,2,4,4,1,2,1,28,3,2,1,3,1,1,1
-1,4,24,4,0,2463,2,4,4,4,1,3,2,27,3,2,2,3,1,2,1
-1,4,6,2,3,1595,1,4,3,3,1,2,2,51,3,2,1,3,2,1,1
-1,4,24,4,5,2058,1,3,4,1,1,2,1,33,3,2,2,3,1,2,1
-1,4,24,2,1,7814,1,4,3,3,1,3,3,38,3,2,1,4,1,2,1
-1,4,6,4,3,1740,1,5,2,4,1,2,1,30,3,1,2,3,1,1,1
-1,4,12,4,3,1240,5,5,4,2,1,2,1,38,3,2,2,3,1,2,1
-1,4,24,4,1,6842,5,3,2,3,1,4,2,46,3,2,2,4,2,2,1
-1,4,24,4,2,5150,1,5,4,3,1,4,3,33,3,2,1,3,1,2,1
-1,1,6,2,0,1203,2,5,3,3,1,2,2,43,3,2,1,3,1,2,1
-1,4,6,4,0,2080,3,3,1,4,1,2,3,24,3,2,1,3,1,1,1
-1,4,6,2,6,1538,1,2,1,2,1,2,4,56,3,2,1,3,1,1,1
-1,2,24,4,0,3878,2,2,4,1,1,2,3,37,3,2,1,3,1,2,1
-1,2,30,2,2,3832,1,2,2,4,1,1,2,22,3,2,1,3,1,1,1
-1,4,15,2,0,3186,4,4,2,2,1,3,3,20,3,1,1,3,1,1,1
-1,2,24,2,3,2896,2,2,2,3,1,1,3,29,3,2,1,3,1,1,1
-1,2,24,3,9,6967,2,4,4,3,1,4,3,36,3,1,1,4,1,2,1
-0,4,36,2,6,1819,1,3,4,3,1,4,4,37,2,3,1,3,1,2,1
-0,4,24,2,3,5943,5,2,1,2,1,1,3,44,3,2,2,3,1,2,1
-0,4,36,4,2,7127,1,2,2,2,1,4,2,23,3,1,2,3,1,2,1
-0,4,36,2,2,3349,1,3,4,2,1,2,3,28,3,2,1,4,1,2,1
-0,4,36,2,2,10974,1,1,4,2,1,2,3,26,3,2,2,4,1,2,1
-1,4,6,2,3,518,1,3,3,2,1,1,1,29,3,2,1,3,1,1,1
-1,4,18,2,3,1126,5,2,4,2,1,2,1,21,3,1,1,3,1,2,1
-1,2,12,4,1,1860,1,1,4,3,1,2,3,34,3,2,2,4,1,2,1
-1,4,36,4,3,9566,1,3,2,2,1,2,3,31,2,2,2,3,1,1,1
-1,1,12,2,3,701,1,3,4,4,1,2,1,40,3,2,1,2,1,1,1
-1,2,12,2,3,2930,1,4,2,2,1,1,1,27,3,2,1,3,1,1,1
-1,4,18,2,3,1505,1,3,4,3,1,2,4,32,3,3,1,4,1,2,1
-1,4,18,4,3,2238,1,3,2,2,1,1,3,25,3,2,2,3,1,1,1
-1,4,4,4,3,1503,1,4,2,3,1,1,1,42,3,2,2,2,2,1,1
-1,4,24,4,1,2197,5,4,4,3,1,4,3,43,3,2,2,3,2,2,1
-1,3,12,2,3,1881,1,3,2,2,1,2,3,44,3,1,1,2,1,2,1
-1,1,18,4,3,1880,1,4,4,4,1,1,2,32,3,2,2,4,1,2,1
-1,1,18,2,3,2389,1,2,4,2,1,1,3,27,2,2,1,3,1,1,1
-1,2,24,2,3,1967,1,5,4,2,1,4,3,20,3,2,1,3,1,2,1
-1,4,4,4,0,3380,1,4,1,2,1,1,1,37,3,2,1,3,2,1,1
-1,4,4,4,0,1455,1,4,2,3,1,1,1,42,3,2,3,2,2,1,1
-1,4,7,4,3,730,5,5,4,3,1,2,2,46,3,1,2,2,1,2,1
-1,2,18,0,2,3244,1,3,1,2,1,4,3,33,1,2,2,3,1,2,1
-0,2,9,2,3,1670,1,2,4,2,1,2,3,22,3,2,1,3,1,2,1
-1,2,48,2,3,3979,5,4,4,3,1,1,3,41,3,2,2,3,2,2,1
-0,2,12,2,2,1922,1,3,4,3,1,2,2,37,3,2,1,2,1,1,1
-1,2,18,4,2,1295,1,2,4,2,1,1,2,27,3,2,2,3,1,1,1
-1,4,4,4,3,1544,1,4,2,3,1,1,1,42,3,2,3,2,2,1,1
-1,2,8,2,9,907,1,2,3,4,1,2,1,26,3,2,1,3,1,2,1
-1,2,30,2,3,1715,5,3,4,2,1,1,3,26,3,2,1,3,1,1,1
-1,3,10,4,3,1347,5,4,4,3,1,2,2,27,3,2,2,3,1,2,1
-1,2,12,2,0,1007,4,3,4,4,1,1,1,22,3,2,1,3,1,1,1
-1,4,12,4,2,1402,3,4,3,2,1,4,3,37,3,1,1,3,1,2,1
-1,2,12,2,0,2002,1,4,3,3,1,4,2,30,3,1,1,3,2,2,1
-1,4,12,4,6,2096,1,4,2,3,1,3,1,49,3,2,1,2,2,1,1
-1,4,12,2,0,1101,1,3,3,4,1,2,1,27,3,2,2,3,1,2,1
-1,4,10,2,8,894,5,4,4,2,1,3,2,40,3,2,1,3,1,2,1
-1,2,11,2,2,1577,4,2,4,2,1,1,1,20,3,2,1,3,1,1,1
-1,4,33,3,9,2764,1,3,2,2,1,2,3,26,3,2,2,3,1,2,1
-1,2,48,0,0,8358,3,2,1,2,1,1,3,30,3,2,2,3,1,1,1
-1,3,12,2,2,1474,1,2,4,2,1,1,2,33,1,2,1,4,1,2,1
-1,4,24,2,1,5433,5,1,2,2,1,4,2,26,3,1,1,4,1,2,1
-1,2,14,2,9,1410,3,5,1,4,1,2,1,35,3,2,1,3,1,2,1
-1,4,20,4,0,3485,5,2,2,1,1,4,1,44,3,2,2,3,1,2,1
-1,4,18,4,1,3850,1,4,3,3,1,1,3,27,3,2,2,3,1,1,1
-0,2,60,2,0,7408,2,2,4,2,1,2,2,24,3,2,1,4,1,1,1
-1,3,24,2,3,1377,2,5,4,2,1,2,4,47,3,3,1,3,1,2,1
-1,4,30,3,9,4272,2,3,2,3,1,2,2,26,3,2,2,2,1,1,1
-1,2,24,3,3,1553,2,4,3,2,1,2,2,23,3,1,2,3,1,2,1
-1,2,36,3,9,9857,2,4,1,3,1,3,2,31,3,2,2,2,2,2,1
-1,4,6,4,0,362,2,3,4,2,1,4,3,52,3,2,2,2,1,1,1
-1,4,12,4,2,1935,1,5,4,3,1,4,1,43,3,2,3,3,1,2,1
-1,4,48,2,3,10222,5,4,4,3,1,3,3,37,2,2,1,3,1,2,1
-1,3,12,2,0,1330,1,2,4,3,1,1,1,26,3,2,1,3,1,1,1
-1,4,36,2,6,9055,5,3,2,3,1,4,4,35,3,3,1,2,2,2,1
-1,2,26,2,1,7966,1,2,2,3,1,3,3,30,3,2,2,3,1,1,1
-1,2,30,1,2,3496,4,3,4,3,1,2,3,34,2,2,1,3,2,2,1
-1,2,36,2,1,6948,1,3,2,3,1,2,3,35,3,1,1,4,1,2,1
-1,2,48,0,9,12204,5,3,2,3,1,2,3,48,1,2,1,4,1,2,1
-0,1,36,2,2,3446,1,5,4,3,1,2,3,42,3,2,1,3,2,1,1
-0,1,12,2,6,684,1,3,4,3,1,4,3,40,3,1,1,2,2,1,1
-0,1,33,4,2,4281,3,3,1,2,1,4,3,23,3,2,2,3,1,1,1
-0,1,42,2,3,7174,5,4,4,2,1,3,3,30,3,2,1,4,1,2,1
-0,1,24,1,3,1546,1,4,4,3,3,4,3,24,1,1,1,2,1,1,1
-0,1,24,2,2,2359,2,1,1,1,1,1,2,33,3,2,1,3,1,1,1
-0,4,24,2,3,3621,2,5,2,3,1,4,3,31,3,2,2,3,1,1,1
-0,1,12,2,4,741,2,1,4,2,1,3,2,22,3,2,1,3,1,1,1
-0,1,12,2,2,7865,1,5,4,3,1,4,4,53,3,3,1,4,1,2,1
-1,1,24,2,1,2910,1,4,2,3,1,1,4,34,3,3,1,4,1,2,1
-1,1,18,4,0,5302,1,5,2,3,1,4,4,36,3,3,3,4,1,2,1
-1,1,36,2,2,3620,1,3,1,3,3,2,2,37,3,2,1,3,2,1,1
-1,1,18,2,3,3509,1,4,4,2,3,1,1,25,3,2,1,3,1,1,1
-1,2,12,2,2,3017,1,2,3,2,1,1,1,34,3,1,1,4,1,1,1
-1,1,12,2,2,1657,1,3,2,3,1,2,1,27,3,2,1,3,1,1,1
-1,1,8,4,10,1164,1,5,3,3,1,4,4,51,1,3,2,4,2,2,1
-0,1,36,4,2,6229,1,2,4,2,2,4,4,23,3,1,2,2,1,2,1
-0,1,24,1,0,1193,1,1,1,2,2,4,4,29,3,1,2,1,1,1,1
-1,1,30,0,2,4583,1,3,2,1,3,2,1,32,3,2,2,3,1,1,1
-1,1,36,4,2,5371,1,3,3,3,3,2,2,28,3,2,2,3,1,1,1
-1,1,12,2,2,708,1,3,2,3,3,3,2,38,3,2,1,2,2,1,1
-1,1,21,4,0,571,1,5,4,3,1,4,1,65,3,2,2,3,1,1,1
-1,1,30,2,3,2522,1,5,1,3,3,3,2,39,3,2,1,3,2,1,1
-0,1,36,2,2,5179,1,4,4,3,1,2,2,29,3,2,1,3,1,1,1
-0,1,36,2,1,8229,1,3,2,3,1,2,2,26,3,2,1,3,2,1,1
-1,4,24,4,2,2028,1,4,2,3,1,2,2,30,3,2,2,2,1,1,1
-1,1,6,2,0,1374,5,1,4,2,1,3,2,75,3,2,1,4,1,2,1
-1,1,12,2,2,1289,1,3,4,3,3,1,2,21,3,2,1,2,1,1,1
-0,1,36,2,2,2712,1,5,2,3,1,2,2,41,1,2,1,3,2,1,1
-1,1,15,4,2,975,1,3,2,1,1,3,2,25,3,2,2,3,1,1,1
-1,2,6,3,2,1050,1,1,4,3,1,1,2,35,2,2,2,4,1,2,2
-1,1,6,4,0,609,1,4,4,2,1,3,2,37,3,2,2,3,1,1,1
-1,1,48,2,1,4788,1,4,4,3,1,3,2,26,3,2,1,3,2,1,1
-1,2,24,2,2,3069,2,5,4,3,1,4,4,30,3,3,1,3,1,1,1
-0,2,12,2,0,836,2,2,4,2,1,2,2,23,1,2,1,2,1,1,1
-1,1,12,2,2,2577,1,3,2,1,1,1,3,42,3,2,1,3,1,1,1
-1,1,12,2,2,1620,1,3,2,2,2,3,2,30,3,2,1,3,1,1,1
-1,1,15,2,2,1845,1,2,4,2,3,1,2,46,3,1,1,3,1,1,1
-1,1,24,2,1,6579,1,1,4,3,1,2,4,29,3,3,1,4,1,2,1
-1,1,12,2,0,1893,1,3,4,2,3,4,2,29,3,2,1,3,1,2,1
-1,1,30,4,1,10623,1,5,3,3,1,4,4,38,3,3,3,4,2,2,1
-1,1,18,2,0,2249,2,4,4,3,1,3,3,30,3,2,1,4,2,2,1
-0,1,30,2,2,3108,1,2,2,1,1,4,2,31,3,2,1,2,1,1,1
-1,2,12,4,0,958,1,4,2,3,1,3,1,47,3,2,2,2,2,1,1
-1,4,24,2,1,9277,5,3,2,1,1,4,4,48,3,3,1,3,1,2,1
-1,4,24,4,10,6314,1,1,4,3,2,2,4,27,1,2,2,4,1,2,1
-1,1,12,4,1,1526,1,5,4,3,1,4,4,66,3,3,2,4,1,1,1
-1,1,12,2,2,3590,1,3,2,3,2,2,2,29,3,2,1,2,2,1,1
-1,1,24,4,1,6615,1,1,2,3,1,4,4,75,3,3,2,4,1,2,1
-1,1,6,4,2,1872,1,1,4,3,1,4,4,36,3,3,3,4,1,2,1
-1,4,12,2,0,2859,5,1,4,3,1,4,4,38,3,2,1,4,1,2,1
-1,4,18,4,3,1582,4,5,4,3,1,4,3,46,3,2,2,3,1,1,1
-1,4,6,2,8,1238,5,1,4,3,1,4,2,36,3,2,1,4,2,2,1
-1,1,12,2,2,2578,1,1,3,2,1,4,4,55,3,3,1,4,1,1,1
-1,1,15,4,2,1433,1,3,4,2,1,3,2,25,3,1,2,3,1,1,1
-1,1,42,2,2,7882,1,4,2,3,3,4,2,45,3,3,1,3,2,1,1
-1,1,24,2,2,4169,1,3,4,3,1,4,2,28,3,2,1,3,1,1,1
-1,1,36,2,2,3959,1,1,4,3,1,3,2,30,3,2,1,4,1,2,1
-1,1,36,2,0,3249,1,4,2,3,1,4,4,39,1,3,1,4,2,2,1
-1,1,24,2,2,3149,1,2,4,3,1,1,4,22,1,3,1,3,1,1,1
-0,1,12,4,2,2246,1,5,3,3,1,3,2,60,3,2,2,3,1,1,1
-1,1,13,4,9,1797,1,2,3,3,1,1,2,28,1,2,2,2,1,1,1
-1,1,20,4,2,4272,1,5,1,2,1,4,2,24,3,2,2,3,1,1,1
-1,1,24,4,1,2957,1,5,4,3,1,4,2,63,3,2,2,3,1,2,1
-1,1,36,4,2,2348,1,3,3,4,1,2,2,46,3,2,2,3,1,2,1
-1,3,42,0,9,6289,1,2,2,1,1,1,2,33,3,2,2,3,1,1,1
-1,1,24,4,1,6419,1,5,2,2,1,4,4,44,3,3,2,4,2,2,1
-0,1,48,4,1,6143,1,5,4,2,1,4,4,58,2,3,2,2,1,1,1
-1,4,24,4,6,1597,1,5,4,3,1,4,4,54,3,3,2,3,2,1,1
-1,1,36,2,10,15857,1,1,2,1,2,3,3,43,3,2,1,4,1,1,1
-1,4,24,4,3,2223,2,5,4,3,1,4,2,52,1,2,2,3,1,1,1
-1,4,48,3,3,7238,5,5,3,3,1,3,3,32,1,2,2,3,2,1,1
-1,2,30,3,9,2503,2,5,4,3,1,2,2,41,2,2,2,3,1,1,1
-1,2,18,2,9,2622,2,3,4,3,1,4,3,34,3,2,1,3,1,1,1
-1,2,24,2,2,4351,5,3,1,2,1,4,2,48,3,2,1,2,1,2,1
-1,2,6,2,3,368,5,5,4,3,1,4,2,38,3,2,1,3,1,1,1
-1,2,12,2,8,754,5,5,4,3,1,4,2,38,3,2,2,3,1,1,1
-1,4,24,4,3,2424,5,5,4,3,1,4,2,53,3,2,2,3,1,1,1
-1,2,48,3,9,6681,5,3,4,3,1,4,4,38,3,3,1,3,2,2,1
-1,2,18,3,9,2427,5,5,4,3,1,2,2,42,3,2,2,3,1,1,1
-0,2,24,4,3,1216,2,2,4,3,1,4,4,38,1,2,2,3,2,1,1
-1,2,6,2,3,753,1,3,2,2,3,3,1,64,3,2,1,3,1,1,1
-1,2,7,2,3,2576,1,3,2,3,3,2,1,35,3,2,1,3,1,1,2
-1,2,6,2,3,590,1,2,3,4,1,3,1,26,3,2,1,2,1,1,2
-1,2,8,2,3,1414,1,3,4,3,3,2,1,33,3,2,1,3,1,1,2
-1,2,12,2,3,1103,1,4,4,3,3,3,1,29,3,2,2,3,1,1,1
-1,2,12,3,3,585,1,3,4,4,2,4,1,20,3,1,2,3,1,1,1
-1,2,6,2,3,1068,1,5,4,3,1,4,3,28,3,2,1,3,2,1,1
-1,1,8,4,0,713,1,5,4,3,1,4,1,47,3,2,2,2,1,1,1
-1,2,12,2,3,1092,1,3,4,2,3,4,1,49,3,2,2,3,1,2,1
-1,2,7,2,3,2329,1,2,1,2,3,1,1,45,3,2,1,3,1,1,1
-1,2,13,4,3,882,1,2,4,3,3,4,1,23,3,2,2,3,1,1,1
-1,2,18,2,3,866,1,3,4,4,3,2,1,25,3,2,1,2,1,1,1
-1,2,7,2,3,2415,1,3,3,3,3,2,1,34,3,2,1,3,1,1,1
-1,2,13,2,3,2101,1,2,2,2,3,4,2,23,3,2,1,2,1,1,1
-1,2,18,2,3,1301,1,5,4,4,3,2,1,32,3,2,1,2,1,1,1
-1,2,18,2,3,1113,1,3,4,2,3,4,1,26,3,2,1,2,2,1,1
-1,2,8,2,3,760,1,4,4,2,3,2,1,44,3,2,1,2,1,1,1
-1,2,12,2,3,625,1,2,4,4,3,1,1,26,1,2,1,2,1,1,1
-1,3,6,4,0,1323,2,5,2,1,1,4,3,28,3,2,2,3,2,2,1
-1,1,9,4,3,1138,1,3,4,3,1,4,1,25,3,2,2,2,1,1,1
-1,2,18,4,3,1795,1,5,3,2,3,4,1,48,1,1,2,2,1,2,1
-1,2,15,4,3,2728,5,4,4,3,3,2,1,35,1,2,3,3,1,2,1
-1,2,6,2,3,484,1,4,3,4,3,3,1,28,1,2,1,2,1,1,1
-1,2,10,1,3,1048,1,3,4,3,1,4,1,23,2,2,1,2,1,1,1
-1,2,12,2,3,1155,1,5,3,4,3,3,1,40,1,2,2,2,1,1,1
-1,2,20,3,1,7057,5,4,3,3,1,4,2,36,1,1,2,4,2,2,1
-1,2,15,4,3,1537,5,5,4,3,3,4,1,50,3,2,2,3,1,2,1
-1,1,12,2,3,2214,1,3,4,3,1,3,2,24,3,2,1,2,1,1,1
-1,4,24,4,2,1585,1,4,4,3,1,3,2,40,3,2,2,3,1,1,1
-1,2,10,2,2,1521,1,3,4,1,1,2,3,31,3,2,1,2,1,1,1
-1,2,36,1,4,3990,5,2,3,2,1,2,4,29,1,2,1,1,1,1,1
-1,3,18,2,2,3049,1,2,1,2,1,1,2,45,2,2,1,2,1,1,1
-0,1,24,2,3,1282,2,3,4,2,1,2,3,32,3,2,1,2,1,1,1
-1,4,60,2,3,10144,2,4,2,2,1,4,1,21,3,2,1,3,1,2,1
-1,1,12,2,0,1168,1,3,4,4,1,3,1,27,3,2,1,2,1,1,1
-1,2,6,2,5,454,1,2,3,4,1,1,2,22,3,2,1,2,1,1,1
-1,4,15,3,1,3594,1,2,1,2,1,2,2,46,3,2,2,2,1,1,1
-1,4,12,2,2,1768,1,3,3,3,1,2,1,24,3,1,1,2,1,1,1
-1,4,60,3,3,15653,1,4,2,3,1,4,3,21,3,2,2,3,1,2,1
-1,3,12,3,0,2247,1,3,2,2,1,2,3,36,2,2,2,3,1,2,1
-1,4,24,2,3,1413,1,3,4,4,1,2,2,28,3,2,1,3,1,1,1
-1,2,45,4,1,4576,2,1,3,3,1,4,3,27,3,2,1,3,1,1,1
-1,1,24,4,3,1231,4,5,4,2,1,4,2,57,3,1,2,4,1,2,1
-0,1,36,2,1,8335,5,5,3,3,1,4,4,47,3,3,1,3,1,1,1
-1,2,36,4,1,5800,1,3,3,3,1,4,3,34,3,2,2,3,1,2,1
-1,1,18,3,6,8471,5,3,1,2,1,2,3,23,3,1,2,3,1,2,1
-1,1,30,2,2,3622,4,5,4,2,1,4,2,57,3,1,2,3,1,2,1
-1,1,6,4,3,1169,5,5,4,3,1,4,1,67,3,2,2,3,1,2,1
-1,4,15,2,4,1262,3,4,4,3,1,3,2,36,3,2,2,3,1,2,1
-1,3,24,4,2,3617,5,5,4,3,2,4,4,20,3,1,2,3,1,1,1
-1,2,30,4,0,2181,5,5,4,3,1,4,1,36,3,2,2,3,1,1,1
-0,1,48,1,9,7685,1,4,2,2,3,4,3,37,3,1,1,3,1,1,1
-1,4,48,4,6,6110,1,3,1,3,1,3,4,31,1,3,1,3,1,2,1
-1,4,24,2,0,3757,1,5,4,2,2,4,4,62,3,3,1,3,1,2,1
-1,1,42,4,5,3394,1,1,4,3,2,4,3,65,3,2,2,1,1,1,1
-1,4,36,4,9,6304,5,5,4,3,1,4,1,36,3,2,2,3,1,1,1
-1,4,9,4,6,1244,5,5,4,2,1,4,2,41,3,1,2,2,1,1,1
-1,4,6,2,0,3518,1,3,2,3,3,3,2,26,3,1,1,3,1,1,1
-1,4,36,0,5,2613,1,3,4,3,1,2,3,27,3,2,2,3,1,1,1
-1,1,48,2,6,7476,1,4,4,3,1,1,4,50,3,3,1,4,1,2,1
-0,4,24,2,9,4591,4,3,2,3,1,3,2,54,3,2,3,4,1,2,1
-0,2,18,2,2,1924,5,2,4,2,1,3,1,27,3,1,1,3,1,1,1
-0,2,72,2,3,5595,2,3,2,4,1,2,3,24,3,2,1,3,1,1,1
-0,2,48,3,6,6224,1,5,4,3,1,4,4,50,3,3,1,3,1,1,1
-1,3,15,2,6,1905,1,5,4,3,1,4,3,40,3,1,1,4,1,2,1
-1,4,21,3,1,2993,1,3,3,3,1,2,1,28,2,2,2,2,1,1,1
-1,4,36,3,1,8947,5,4,3,3,1,2,3,31,2,2,1,4,2,2,1
-1,1,24,2,2,4020,1,3,2,3,1,2,3,27,2,2,1,3,1,1,1
-1,2,18,2,1,2779,1,3,1,4,1,3,3,21,3,1,1,3,1,2,1
-1,4,21,2,0,2782,3,4,1,2,1,2,3,31,1,2,1,4,1,1,1
-1,4,12,2,0,1884,1,5,4,3,1,4,3,39,3,2,1,4,1,2,1
-1,4,36,4,1,11054,5,3,4,3,1,2,3,30,3,2,1,4,1,2,1
-1,2,60,3,3,9157,5,3,2,3,1,2,4,27,3,3,1,4,1,1,1
-1,2,42,1,1,9283,1,1,1,3,1,2,4,55,1,3,1,4,1,2,1
-1,4,60,2,0,6527,5,3,4,3,1,4,4,34,3,3,1,3,2,2,1
-1,4,15,4,1,3368,4,5,3,3,1,4,4,23,3,1,2,3,1,2,1
-1,1,15,2,0,2511,1,1,1,2,1,4,3,23,3,1,1,3,1,1,1
-1,1,36,2,1,5493,1,5,2,3,1,4,4,42,3,3,1,3,2,1,1
-1,4,6,2,4,1338,3,3,1,1,1,4,1,62,3,2,1,3,1,1,1
-1,2,9,2,3,1082,1,5,4,3,1,4,3,37,3,2,2,2,1,1,1
-1,4,18,4,3,1149,4,3,4,3,1,3,1,46,3,2,2,3,1,1,1
-1,2,15,2,5,1308,1,5,4,3,1,4,3,38,3,2,2,2,1,1,1
-1,2,20,0,1,6148,2,5,3,4,1,4,3,31,1,2,2,3,1,2,1
-1,4,12,2,2,1736,1,4,3,2,1,4,1,31,3,2,1,2,1,1,1
-1,4,12,2,3,3059,4,4,2,1,1,4,1,61,3,2,1,2,1,1,1
-0,1,24,2,2,2996,5,3,2,4,1,4,3,20,3,2,1,3,1,1,1
-1,4,30,4,1,7596,5,5,1,3,1,4,3,63,3,2,2,3,1,1,1
-1,4,30,2,1,4811,5,4,2,2,1,4,2,24,2,1,1,2,1,1,1
-1,4,6,2,2,1766,1,3,1,4,1,2,2,21,3,1,1,3,1,1,1
-1,2,24,2,1,2760,5,5,4,3,1,4,4,36,1,3,1,3,1,2,1
-1,4,24,4,5,5507,1,5,3,3,1,4,4,44,3,3,2,3,1,1,1
-1,2,9,2,6,1199,1,4,4,2,1,4,2,67,3,2,2,4,1,2,1
-1,3,24,2,2,2892,1,5,3,1,1,4,4,51,3,3,1,3,1,1,1
-1,2,36,3,0,2862,2,5,4,3,1,3,4,30,3,3,1,3,1,1,1
-0,1,9,2,0,654,1,3,4,3,1,3,3,28,3,2,1,2,1,1,1
-0,2,9,4,6,1136,4,5,4,3,1,3,4,32,3,3,2,3,2,1,1
-0,2,24,2,1,4113,3,2,3,2,1,4,3,28,3,1,1,3,1,1,1
-0,2,6,2,0,14555,5,1,1,3,1,2,2,23,3,2,1,1,1,2,1
-0,1,15,0,0,950,1,5,4,3,1,3,3,33,3,1,2,3,2,1,1
-0,1,24,4,0,1199,1,5,4,3,1,4,3,60,3,2,2,2,1,1,1
-0,1,12,0,0,1082,1,3,4,3,1,4,3,48,1,2,2,3,1,1,1
-0,2,30,2,0,2150,1,3,4,2,3,2,4,24,1,2,1,3,1,1,1
-0,2,36,4,0,2820,1,2,4,1,1,4,3,27,3,2,2,3,1,1,1
-0,2,48,2,3,3060,1,4,4,3,1,4,1,28,3,2,2,3,1,1,1
-0,1,18,2,3,2600,1,3,4,3,1,4,4,65,3,3,2,3,1,1,1
-0,4,21,0,0,5003,5,3,1,2,1,4,2,29,1,2,2,3,1,2,1
-0,2,60,2,6,6288,1,3,4,3,1,4,4,42,3,3,1,3,1,1,1
-0,4,24,3,0,2538,1,5,4,3,1,4,3,47,3,2,2,2,2,1,1
-0,4,9,2,3,1478,1,4,4,3,1,2,3,22,3,2,1,3,1,1,1
-0,2,39,4,3,4933,1,4,2,3,3,2,1,25,3,2,2,3,1,1,1
-0,4,18,4,0,1530,1,3,3,3,1,2,2,32,1,2,2,3,1,1,1
-0,2,9,1,0,1437,2,4,2,3,1,3,4,29,3,2,1,3,1,1,1
-0,1,15,2,4,1275,5,3,4,2,1,2,3,24,3,1,1,3,1,1,1
-0,1,24,2,3,1823,1,1,4,3,1,2,3,30,2,2,1,4,2,1,1
-0,1,9,2,0,1422,1,2,3,3,1,2,4,27,3,3,1,4,1,2,1
-0,1,18,2,4,1217,1,3,4,4,1,3,1,47,3,2,1,2,1,2,1
-0,1,36,2,0,9271,1,4,2,3,1,1,3,24,3,2,1,3,1,2,1
-0,1,36,3,9,2145,1,4,2,3,1,1,3,24,3,2,2,3,1,2,1
-0,1,36,2,0,1842,1,2,4,2,1,4,3,34,3,2,1,3,1,2,1
-0,2,18,3,2,4297,1,5,4,1,1,3,4,40,3,2,1,4,1,2,1
-0,1,6,4,2,3384,1,3,1,1,1,4,1,44,3,1,1,4,1,2,1
-0,2,18,4,3,1245,1,3,4,4,1,2,3,33,3,2,1,3,1,1,1
-0,4,15,2,6,4623,2,3,3,3,1,2,2,40,3,2,1,4,1,2,1
-0,2,30,4,2,8386,1,4,2,3,1,2,2,49,3,2,1,3,1,1,1
-0,1,24,3,3,1024,1,2,4,4,1,4,1,48,2,2,1,3,1,1,1
-0,2,36,2,0,14318,1,5,4,3,1,2,4,57,3,3,1,4,1,2,1
-0,2,6,1,6,433,4,2,4,2,1,2,2,24,1,1,1,3,2,1,1
-0,1,12,1,3,2149,1,3,4,1,1,1,4,29,3,3,1,3,1,1,1
-0,4,24,2,3,2397,3,5,3,3,1,2,3,35,1,2,2,3,1,2,1
-0,2,6,1,0,931,2,2,1,2,1,1,2,32,2,2,1,2,1,1,1
-0,2,15,3,5,1512,4,3,3,4,1,3,2,61,2,2,2,3,1,1,1
-0,2,24,0,9,4241,1,3,1,3,1,4,1,36,3,2,3,2,1,2,1
-0,2,24,4,2,4736,1,2,2,2,1,4,3,25,1,2,1,2,1,1,1
-0,2,15,0,0,1778,1,2,2,2,1,1,1,26,3,1,2,1,1,1,1
-0,3,15,2,3,2327,1,2,2,2,1,3,1,25,3,2,1,2,1,1,1
-0,1,24,1,2,6872,1,2,2,1,1,1,2,55,1,2,1,3,1,2,1
-0,1,12,2,6,795,1,2,4,2,1,4,2,53,3,2,1,3,1,1,1
-0,3,30,3,9,1908,1,5,4,3,1,4,1,66,3,2,1,4,1,2,1
-0,2,36,0,9,1953,1,5,4,3,1,4,4,61,3,3,1,4,1,2,1
-0,3,18,2,2,2864,1,3,2,3,1,1,1,34,3,2,1,2,2,1,1
-0,3,21,4,6,2319,1,2,2,1,1,1,3,33,3,1,1,3,1,1,1
-0,1,24,2,0,915,5,5,4,2,1,2,3,29,1,2,1,3,1,1,1
-0,3,24,2,0,947,1,4,4,3,1,3,4,38,1,3,1,3,2,1,1
-0,1,24,2,0,1381,5,3,4,2,1,2,2,35,3,2,1,3,1,1,1
-0,1,24,2,0,1285,5,4,4,2,1,4,4,32,3,1,1,3,1,1,1
-0,1,24,2,0,1371,5,3,4,2,1,4,1,25,3,1,1,3,1,1,1
-0,2,18,2,0,1042,5,3,4,2,1,2,2,33,3,2,1,3,1,1,1
-0,1,12,2,0,900,5,3,4,4,1,2,3,23,3,2,1,3,1,1,1
-0,1,24,2,0,1207,1,2,4,2,1,4,2,24,3,1,1,3,1,1,1
-0,2,18,0,0,2278,2,2,3,2,1,3,3,28,3,2,2,3,1,1,1
-0,1,60,3,9,6836,1,5,3,3,1,4,4,63,3,2,2,3,1,2,1
-0,1,24,2,2,3345,1,5,4,3,1,2,2,39,3,1,1,4,1,2,1
-0,1,6,1,6,1198,1,5,4,2,1,4,4,35,3,3,1,3,1,1,1
-0,2,48,2,9,15672,1,3,2,3,1,2,3,23,3,2,1,3,1,2,1
-0,1,60,2,9,7297,1,5,4,3,2,4,4,36,3,1,1,3,1,1,1
-0,4,18,2,5,1943,1,2,4,2,1,4,1,23,3,2,1,3,1,1,1
-0,1,18,2,3,3190,1,3,2,2,1,2,1,24,3,2,1,3,1,1,1
-0,2,9,1,1,5129,1,5,2,2,1,4,4,74,1,3,1,4,2,2,1
-0,4,18,3,2,1808,1,4,4,2,1,1,1,22,3,2,1,3,1,1,1
-0,3,10,2,0,1240,2,5,1,2,1,4,4,48,3,3,1,2,2,1,1
-0,1,12,2,0,759,1,4,4,3,1,2,1,26,3,2,1,3,1,1,1
-0,2,8,2,2,1237,1,3,3,2,1,4,1,24,3,2,1,3,1,1,1
-0,4,9,2,2,1980,1,2,2,2,2,2,3,19,3,1,2,3,1,1,1
-0,2,48,2,3,10961,4,4,1,3,2,2,4,27,1,2,2,3,1,2,1
-0,1,36,3,6,6887,1,3,4,3,1,3,2,29,2,2,1,3,1,2,1
-0,1,24,2,3,1938,1,2,4,1,1,3,2,32,3,2,1,3,1,1,1
-0,1,21,2,3,1835,1,3,3,2,1,2,1,25,3,2,2,3,1,2,1
-0,1,24,3,3,1659,1,2,4,2,1,2,3,29,3,1,1,2,1,2,1
-0,2,6,3,0,1209,1,1,4,3,1,4,2,47,3,2,1,4,1,2,1
-0,2,48,0,9,3844,2,4,4,3,1,4,4,34,3,3,1,2,2,1,1
-0,1,12,4,0,4843,1,5,3,3,2,4,2,43,3,1,2,3,1,2,1
-0,2,12,2,5,639,1,3,4,3,1,2,3,30,3,2,1,3,1,1,1
-0,2,48,2,3,5951,1,3,2,2,1,2,1,22,3,2,1,3,1,1,1
-0,2,36,0,3,3804,1,3,4,2,1,1,3,42,3,2,1,3,1,2,1
-0,4,36,3,3,4463,1,3,4,3,1,2,3,26,3,2,2,4,1,2,1
-0,4,36,3,9,7980,5,2,4,3,1,4,3,27,3,1,2,3,1,2,1
-0,3,36,2,3,4210,1,3,4,3,1,2,3,26,3,2,1,3,1,1,1
-0,4,6,2,2,4611,1,2,1,2,1,4,2,32,3,2,1,3,1,1,1
-0,2,24,2,1,11560,1,3,1,2,1,4,3,23,3,1,2,4,1,1,1
-0,4,18,0,9,4165,1,3,2,3,1,2,3,36,2,2,2,3,2,1,1
-0,2,24,2,2,4057,1,4,3,1,1,3,3,43,3,2,1,3,1,2,1
-0,4,18,1,0,6458,1,5,2,3,1,4,4,39,1,2,2,4,2,2,1
-0,4,12,2,0,1386,3,3,2,2,1,2,2,26,3,2,1,3,1,1,1
-0,1,36,2,6,1977,5,5,4,3,1,4,4,40,3,2,1,4,1,2,1
-0,2,18,4,2,1928,1,2,2,3,1,2,1,31,3,2,2,2,1,1,1
-0,4,12,2,2,1123,3,3,4,2,1,4,3,29,3,1,1,2,1,1,1
-0,2,24,2,10,11328,1,3,2,3,2,3,3,29,1,2,2,4,1,2,1
-0,2,24,4,10,11938,1,3,2,3,2,3,3,39,3,2,2,4,2,2,1
-0,2,27,4,3,2520,3,3,4,3,1,2,2,23,3,2,2,2,1,1,1
-0,2,30,3,3,1919,2,2,4,3,1,3,4,30,2,2,2,4,1,1,1
-0,2,60,1,10,14782,2,5,3,2,1,4,4,60,1,3,2,4,1,2,1
-0,2,36,2,3,2671,2,3,4,2,2,4,4,50,3,3,1,3,1,1,1
-0,2,36,2,6,12612,2,3,1,3,1,4,4,47,3,3,1,3,2,2,1
-0,2,45,2,3,3031,2,3,4,3,3,4,2,21,3,1,1,3,1,1,1
-0,1,12,1,3,626,1,3,4,2,1,4,1,24,1,2,1,2,1,1,1
-0,2,24,4,9,1935,1,5,4,1,1,4,1,31,3,2,2,3,1,2,1
-0,3,24,4,0,1344,5,4,4,3,1,2,1,37,1,2,2,2,2,1,1
-0,4,18,2,2,1533,1,2,4,4,2,1,2,43,3,2,1,2,2,1,1
-0,1,48,2,0,3931,1,4,4,3,1,4,4,46,3,3,1,3,2,1,1
-0,1,24,1,2,3349,3,2,4,3,1,4,4,30,3,3,1,3,2,2,1
-0,1,36,2,3,2302,1,3,4,1,1,4,3,31,3,1,1,3,1,1,1
-0,1,42,2,3,3965,1,2,4,3,1,3,3,34,3,2,1,3,1,1,1
-0,1,12,2,3,727,2,2,4,4,1,3,4,33,3,2,1,2,1,2,1
-0,4,48,2,9,3914,5,3,4,1,1,2,1,38,1,2,1,3,1,1,1
-0,1,48,2,9,4308,1,2,3,2,1,4,2,24,3,1,1,3,1,1,1
-0,2,12,2,3,1534,1,2,1,4,1,1,1,23,3,1,1,3,1,1,1
-0,4,18,4,0,2775,1,4,2,3,1,2,2,31,1,2,2,3,1,1,1
-0,1,40,4,6,5998,1,3,4,3,1,3,4,27,1,2,1,3,1,2,1
-0,3,15,4,3,1271,5,3,3,3,1,4,4,39,3,3,2,3,1,2,1
-0,2,12,2,0,1295,1,2,3,2,1,1,3,25,3,1,1,3,1,1,1
-0,2,36,2,1,9398,1,2,1,4,1,4,3,28,3,1,1,4,1,2,1
-0,2,12,2,2,951,2,2,4,2,1,4,3,27,1,1,4,3,1,1,1
-0,2,24,2,0,1355,1,2,3,2,1,4,3,25,3,2,1,2,1,2,1
-0,1,48,2,4,3051,1,3,3,3,1,4,3,54,3,2,1,3,1,1,1
-0,4,36,4,0,7855,1,3,4,2,1,2,1,25,2,2,2,3,1,2,1
-0,4,18,2,3,433,1,1,3,2,2,4,1,22,3,1,1,3,1,1,1
-0,4,36,3,9,9572,1,2,1,1,1,1,3,28,3,2,2,3,1,1,1
-0,2,24,1,6,1837,1,4,4,2,1,4,4,34,1,3,1,2,1,1,1
-0,2,30,4,0,4249,1,1,4,4,1,2,3,28,3,2,2,4,1,1,1
-0,2,30,4,0,5234,1,1,4,4,1,2,3,28,3,2,2,4,1,1,1
-0,1,48,2,3,6758,1,3,3,2,1,2,3,31,3,2,1,3,1,2,1
-0,1,9,2,3,1366,1,2,3,2,1,4,2,22,3,1,1,3,1,1,1
-0,1,24,1,10,1358,5,5,4,3,1,3,3,40,2,2,1,4,1,2,1
-0,1,18,2,2,2473,1,1,4,3,1,1,3,25,3,2,1,1,1,1,1
-0,3,9,0,3,1337,1,2,4,3,1,2,3,34,3,2,2,4,1,2,1
-0,1,48,2,0,7763,1,5,4,3,1,4,4,42,1,3,1,4,1,1,1
-0,2,15,1,0,1264,2,3,2,4,1,2,2,25,3,1,1,3,1,1,1
-0,2,15,2,0,2631,2,3,2,2,1,4,3,28,3,1,2,3,1,2,1
-0,2,48,2,0,6560,2,4,3,3,1,2,2,24,3,2,1,3,1,1,1
-0,1,24,2,0,3123,1,2,4,2,1,1,2,27,3,2,1,3,1,1,1
-0,1,36,4,6,8065,1,3,3,2,1,2,4,25,3,2,2,4,1,2,1
-0,1,24,2,3,2439,1,2,4,2,1,4,1,35,3,2,1,3,1,2,1
-0,2,36,2,2,9034,2,2,4,3,2,1,4,29,3,1,1,4,1,2,1
-0,2,60,2,0,14027,1,4,4,3,1,2,4,27,3,2,1,4,1,2,1
-0,1,36,4,1,9629,1,4,4,3,1,4,3,24,3,2,2,3,1,2,1
-0,2,12,2,3,1484,5,3,2,4,1,1,1,25,3,2,1,3,1,2,1
-0,1,18,2,2,1131,1,1,4,2,1,2,3,33,3,2,1,3,1,1,1
-0,2,24,3,2,2064,1,1,3,2,1,2,2,34,3,2,1,4,1,2,1
-0,2,18,2,1,12976,1,1,3,2,1,4,4,38,3,3,1,4,1,2,1
-0,4,21,3,9,2580,3,2,4,3,1,2,1,41,1,2,1,2,2,1,1
-0,4,27,2,0,2570,1,3,3,2,1,3,1,21,3,1,1,3,1,1,1
-0,2,27,2,9,3915,1,3,4,3,1,2,3,36,3,2,1,3,2,2,1
-0,4,10,2,0,1309,5,3,4,3,3,4,2,27,3,2,1,2,1,1,1
-0,1,24,2,0,4817,1,4,2,3,2,3,2,31,3,2,1,3,1,2,1
-0,1,12,2,0,2579,1,2,4,3,1,1,1,33,3,2,1,2,2,1,1
-0,2,36,3,0,2225,1,5,4,3,1,4,4,57,1,3,2,3,1,2,1
-0,1,18,2,2,4153,1,3,2,3,2,3,3,42,3,2,1,3,1,1,1
-0,1,18,0,2,3114,1,2,1,2,1,4,2,26,3,1,1,3,1,1,1
-0,1,18,4,2,2124,1,3,4,2,1,4,1,24,3,1,2,3,1,1,1
-0,1,18,1,2,1553,1,3,4,3,1,3,3,44,1,2,1,3,1,1,1
-0,1,30,2,2,2406,1,4,4,2,1,4,1,23,3,1,1,3,1,1,1
-0,1,24,3,0,1333,1,1,4,3,1,2,1,43,3,3,2,3,2,1,1
-0,1,48,0,2,7119,1,3,3,3,1,4,4,53,3,3,2,3,2,1,1
-0,1,24,3,0,4870,1,3,3,3,1,4,4,53,3,3,2,3,2,1,1
-0,1,12,4,0,691,1,5,4,3,1,3,2,35,3,2,2,3,1,1,1
-0,1,42,3,3,4370,1,4,3,3,1,2,2,26,1,2,2,3,2,2,1
-0,1,36,1,2,2746,1,5,4,3,1,4,3,31,1,2,1,3,1,1,1
-0,1,24,0,2,4110,1,5,3,3,1,4,4,23,1,1,2,3,2,1,1
-0,1,18,2,2,2462,1,3,2,3,1,2,3,22,3,2,1,3,1,1,1
-0,1,12,2,2,1282,1,3,2,2,1,4,3,20,3,1,1,3,1,1,1
-0,2,12,0,2,2969,1,2,4,2,1,3,2,25,3,1,2,3,1,1,1
-0,1,48,0,1,4605,1,5,3,3,1,4,4,24,3,3,2,3,2,1,1
-0,1,48,4,1,6331,1,5,4,3,1,4,4,46,3,3,2,3,1,2,1
-0,1,24,1,2,3552,1,4,3,3,1,4,3,27,1,2,1,3,1,1,1
-0,1,12,1,0,697,1,2,4,3,1,2,3,46,1,2,2,3,1,2,1
-0,1,24,2,0,1442,1,4,4,2,1,4,3,23,3,1,2,3,1,1,1
-0,1,27,0,9,5293,1,1,2,3,1,4,2,50,3,2,2,3,1,2,1
-0,1,21,3,6,3414,1,2,2,3,1,1,2,26,2,2,2,3,1,1,1
-0,1,18,2,2,2039,1,3,1,2,1,4,1,20,3,1,1,3,1,1,1
-0,1,24,1,9,3161,1,3,4,3,1,2,2,31,1,1,1,3,1,2,1
-0,1,12,2,8,902,1,4,4,4,1,4,2,21,3,1,1,3,1,1,1
-0,1,48,2,1,10297,1,4,4,3,1,4,4,39,3,3,3,3,2,2,1
-0,2,48,0,9,14421,1,3,2,3,1,2,3,25,2,2,1,3,1,2,1
-0,2,18,4,0,1056,1,5,3,3,3,3,1,30,3,2,2,3,1,1,1
-0,1,12,2,0,1274,1,2,3,2,1,1,1,37,1,2,1,2,1,1,1
-0,2,12,2,0,1223,1,5,1,1,1,1,1,46,3,1,2,3,1,1,1
-0,1,12,2,0,1372,1,4,2,1,1,3,3,36,3,2,1,3,1,1,1
-0,1,16,4,0,2625,1,5,2,3,3,4,2,43,3,1,1,3,1,2,2
-0,1,20,4,0,2235,1,3,4,4,3,2,2,33,1,1,2,3,1,1,2
-0,2,9,2,2,959,1,3,1,2,1,2,3,29,1,2,1,3,1,1,1
-0,2,18,4,0,884,1,5,4,3,1,4,3,36,3,2,1,3,2,2,1
-0,2,24,2,0,1246,1,2,4,3,1,2,1,23,1,2,1,2,1,1,1
-0,2,36,3,0,8086,2,5,2,3,1,4,3,42,2,2,4,4,1,2,1
-0,4,48,4,0,10127,3,3,2,3,1,2,4,44,3,3,1,3,1,1,1
-0,2,12,2,0,888,1,5,4,3,1,4,3,41,1,2,1,2,2,1,1
-0,4,12,2,6,719,1,5,4,3,1,4,3,41,1,2,1,2,2,1,1
-0,2,36,2,0,12389,5,3,1,3,1,4,4,37,1,3,1,3,1,2,1
-0,1,12,2,3,709,1,5,4,3,1,4,1,57,3,2,1,2,1,1,1
-0,2,15,1,0,6850,2,1,1,3,1,2,2,34,2,2,1,4,2,2,1
-0,4,10,2,2,2210,1,3,2,3,1,2,1,25,3,1,1,2,1,1,1
-0,4,30,1,1,7485,5,1,4,2,1,1,1,53,1,2,1,4,1,2,1
-0,1,18,1,0,1442,1,4,4,3,1,4,4,32,1,3,2,2,2,1,1
-0,4,12,4,3,797,5,5,4,2,1,3,2,33,3,2,1,2,2,1,1
-0,2,45,4,3,4746,1,2,4,3,1,2,2,24,1,2,2,2,1,1,1
-0,3,12,4,0,939,3,4,4,4,1,2,1,28,3,2,3,3,1,2,1
-0,2,21,2,9,1188,1,5,2,2,1,4,2,39,3,2,1,3,2,1,1
-0,4,48,4,1,11590,2,3,2,2,1,4,3,24,3,1,2,2,1,1,1
-0,3,12,1,9,609,1,2,4,2,1,1,1,26,1,2,1,1,1,1,1
-0,1,18,4,5,1190,1,1,2,2,1,4,4,55,3,3,3,1,2,1,1
-0,2,21,2,9,2767,2,5,4,1,1,2,3,61,3,1,2,2,1,1,1
-0,2,30,2,2,3441,2,3,2,2,2,4,3,21,1,1,1,3,1,1,1
-0,2,30,0,9,4280,2,3,4,2,1,4,3,26,3,1,2,2,1,1,1
-0,2,24,2,3,3092,2,2,3,4,1,2,3,22,3,1,1,3,1,2,1
-0,4,18,2,0,6761,5,3,2,3,1,4,3,68,2,1,2,3,1,1,1
-0,2,12,2,3,1331,1,2,2,3,1,1,3,22,3,2,1,3,1,1,1
-0,2,54,0,9,15945,1,2,3,3,1,4,4,58,3,1,1,3,1,2,1
-0,1,24,2,2,3234,1,2,4,2,1,4,1,23,3,1,1,2,1,2,1
-0,2,15,2,3,802,1,5,4,3,1,3,3,37,3,2,1,3,2,1,1
-0,2,48,2,2,9960,1,2,1,2,1,2,3,26,1,2,1,3,1,2,1
-0,4,24,3,9,8648,1,2,2,3,1,2,3,27,1,2,2,3,1,2,1
-0,1,18,2,3,1345,1,3,4,4,1,3,1,26,3,2,1,3,1,1,1
-0,1,45,2,3,1845,1,3,4,3,1,4,4,23,3,3,1,3,1,2,1
-0,1,21,1,0,1647,5,3,4,3,1,2,2,40,1,2,2,2,2,1,1
-0,4,48,2,9,4844,1,1,3,3,1,2,3,33,3,1,1,4,1,2,1
-0,2,27,0,9,8318,1,5,2,2,1,4,4,42,2,3,2,4,1,2,1
-0,3,18,2,3,2100,1,3,4,3,2,2,1,37,3,2,1,3,1,1,1
-0,1,45,0,9,11816,1,5,2,3,1,4,3,29,3,1,2,3,1,1,1
-0,1,6,2,6,448,1,2,4,2,1,4,2,23,3,2,1,3,1,1,1
-0,1,30,2,5,11998,1,2,1,1,1,1,4,34,1,2,1,2,1,2,1
-0,2,48,0,10,18424,1,3,1,2,1,2,2,32,1,2,1,4,1,2,2
-0,1,6,2,0,14896,1,5,1,3,1,4,4,68,1,2,1,4,1,2,1
-0,2,12,2,2,2762,5,5,1,2,1,2,2,25,3,2,1,3,1,2,1
-0,1,12,2,1,3386,1,5,3,3,1,4,4,35,3,3,1,3,1,2,1
-0,2,24,2,3,2039,1,2,1,4,1,1,2,22,3,2,1,3,1,2,1
-0,4,18,3,9,2169,1,3,4,4,1,2,3,28,3,2,1,3,1,2,1
-0,2,48,4,2,5096,1,3,2,2,1,3,3,30,3,2,1,4,1,2,1
-0,1,18,2,3,1882,1,3,4,2,1,4,3,25,1,1,2,3,1,1,1
-0,1,48,2,3,6999,1,4,1,4,3,1,1,34,3,2,2,3,1,2,1
-0,4,12,4,9,2292,1,1,4,3,1,2,3,42,2,2,2,4,1,2,1
-0,1,14,2,0,8978,1,5,1,1,1,4,2,45,3,2,1,4,1,2,2
-0,1,12,2,3,674,2,4,4,4,1,1,2,20,3,2,1,3,1,1,1
-0,1,18,2,0,976,1,2,1,2,1,2,3,23,3,2,1,2,1,1,1
-0,2,24,2,0,2718,1,3,3,2,1,4,2,20,3,1,1,2,1,2,1
-0,1,18,2,6,750,1,1,4,2,1,1,1,27,3,2,1,1,1,1,1
-0,2,24,2,1,12579,1,5,4,2,1,2,4,44,3,3,1,4,1,2,1
-0,1,18,2,1,7511,5,5,1,3,1,4,2,51,3,3,1,3,2,2,1
-0,1,18,4,0,3966,1,5,1,2,1,4,1,33,1,1,3,3,1,2,1
-0,1,12,0,3,6199,1,3,4,3,1,2,2,28,3,1,2,3,1,2,1
-0,1,24,2,3,1987,1,3,2,3,1,4,1,21,3,1,1,2,2,1,1
-0,1,24,2,0,2303,1,5,4,3,2,1,1,45,3,2,1,3,1,1,1
-0,4,21,4,0,12680,5,5,4,3,1,4,4,30,3,3,1,4,1,2,1
-0,2,12,2,3,6468,5,1,2,3,1,1,4,52,3,2,1,4,1,2,1
-0,1,30,2,2,6350,5,5,4,3,1,4,2,31,3,2,1,3,1,1,1
+Creditability,Account Balance,Duration of Credit (month),Payment Status of Previous Credit,Purpose,Credit Amount,Value Savings/Stocks,Length of current employment,Instalment per cent,Sex & Marital Status,Guarantors,Duration in Current address,Most valuable available asset,Age (years),Concurrent Credits,Type of apartment,No of Credits at this Bank,Occupation,No of dependents,Telephone,Foreign Worker
+1,1,18,4,2,1049,1,2,4,2,1,4,2,21,3,1,1,3,1,1,1
+1,1,9,4,0,2799,1,3,2,3,1,2,1,36,3,1,2,3,2,1,1
+1,2,12,2,9,841,2,4,2,2,1,4,1,23,3,1,1,2,1,1,1
+1,1,12,4,0,2122,1,3,3,3,1,2,1,39,3,1,2,2,2,1,2
+1,1,12,4,0,2171,1,3,4,3,1,4,2,38,1,2,2,2,1,1,2
+1,1,10,4,0,2241,1,2,1,3,1,3,1,48,3,1,2,2,2,1,2
+1,1,8,4,0,3398,1,4,1,3,1,4,1,39,3,2,2,2,1,1,2
+1,1,6,4,0,1361,1,2,2,3,1,4,1,40,3,2,1,2,2,1,2
+1,4,18,4,3,1098,1,1,4,2,1,4,3,65,3,2,2,1,1,1,1
+1,2,24,2,3,3758,3,1,1,2,1,4,4,23,3,1,1,1,1,1,1
+1,1,11,4,0,3905,1,3,2,3,1,2,1,36,3,1,2,3,2,1,1
+1,1,30,4,1,6187,2,4,1,4,1,4,3,24,3,1,2,3,1,1,1
+1,1,6,4,3,1957,1,4,1,2,1,4,3,31,3,2,1,3,1,1,1
+1,2,48,3,10,7582,2,1,2,3,1,4,4,31,3,2,1,4,1,2,1
+1,1,18,2,3,1936,5,4,2,4,1,4,3,23,3,1,2,2,1,1,1
+1,1,6,2,3,2647,3,3,2,3,1,3,1,44,3,1,1,3,2,1,1
+1,1,11,4,0,3939,1,3,1,3,1,2,1,40,3,2,2,2,2,1,1
+1,2,18,2,3,3213,3,2,1,4,1,3,1,25,3,1,1,3,1,1,1
+1,2,36,4,3,2337,1,5,4,3,1,4,1,36,3,2,1,3,1,1,1
+1,4,11,4,0,7228,1,3,1,3,1,4,2,39,3,2,2,2,1,1,1
+1,1,6,4,0,3676,1,3,1,3,1,3,1,37,3,1,3,3,2,1,1
+1,2,12,4,0,3124,1,2,1,3,1,3,1,49,1,2,2,2,2,1,1
+0,2,36,2,5,2384,1,2,4,3,1,1,4,33,3,1,1,2,1,1,1
+1,2,12,4,4,1424,1,4,4,3,1,3,2,26,3,2,1,3,1,1,1
+1,1,6,4,0,4716,5,2,1,3,1,3,1,44,3,2,2,2,2,1,1
+1,2,11,3,3,4771,1,4,2,3,1,4,2,51,3,2,1,3,1,1,1
+1,1,12,2,2,652,1,5,4,2,1,4,2,24,3,1,1,3,1,1,1
+1,2,9,4,3,1154,1,5,2,3,1,4,1,37,3,2,3,2,1,1,1
+1,4,15,2,0,3556,5,3,3,3,1,2,4,29,3,2,1,3,1,1,1
+1,3,42,4,1,4796,1,5,4,3,1,4,4,56,3,3,1,3,1,1,1
+1,3,30,4,3,3017,1,5,4,3,1,4,2,47,3,2,1,3,1,1,1
+1,4,36,4,0,3535,1,4,4,3,1,4,3,37,3,2,2,3,1,2,1
+1,4,36,4,0,6614,1,5,4,3,1,4,3,34,3,2,2,4,1,2,1
+1,4,24,2,3,1376,3,4,4,2,1,1,3,28,3,2,1,3,1,1,1
+1,1,15,2,0,1721,1,2,2,3,1,3,1,36,3,2,1,3,1,1,1
+1,1,6,4,0,860,1,5,1,2,1,4,4,39,3,2,2,3,1,2,1
+1,4,12,4,0,1495,1,5,4,3,1,1,1,38,3,2,2,2,2,1,1
+1,4,12,4,3,1934,1,5,2,3,1,2,4,26,3,2,2,3,1,1,1
+1,4,18,2,1,3378,5,3,2,3,1,1,2,31,3,2,1,3,1,2,1
+1,4,24,4,1,3868,1,5,4,2,1,2,3,41,3,1,2,4,1,2,1
+1,4,12,4,5,996,5,4,4,2,1,4,1,23,3,2,2,3,1,1,1
+1,1,24,2,10,1755,1,5,4,2,3,4,1,58,3,2,1,2,1,2,1
+1,4,18,4,0,1028,1,3,4,2,1,3,1,36,3,2,2,3,1,1,1
+1,2,24,4,9,2825,5,4,4,3,1,3,4,34,3,2,2,3,2,2,1
+1,2,18,2,6,1239,5,3,4,3,1,4,4,61,3,3,1,3,1,1,1
+0,1,18,2,0,1216,1,2,4,2,1,3,3,23,3,1,1,3,1,2,1
+1,4,24,2,9,1258,1,4,4,3,1,1,1,25,3,2,1,3,1,2,1
+0,4,18,4,6,1864,2,3,4,2,1,2,1,30,3,2,2,3,1,1,1
+1,4,24,2,0,1474,2,2,4,4,1,3,1,33,3,2,1,3,1,2,1
+1,1,24,4,9,1382,2,4,4,3,1,1,1,26,3,2,2,3,1,2,1
+1,4,12,2,0,640,1,3,4,1,1,2,1,49,3,2,1,2,1,1,1
+1,3,36,2,3,3919,1,3,2,3,1,2,1,23,3,2,1,3,1,2,1
+1,4,9,4,0,1224,1,3,3,3,1,1,1,30,3,2,2,3,1,1,1
+1,4,12,4,3,2331,5,5,1,3,2,4,1,49,3,2,1,3,1,2,1
+1,4,24,2,1,6313,5,5,3,3,1,4,3,41,3,2,1,4,2,2,1
+1,1,12,4,3,385,1,4,4,2,1,3,1,58,3,2,4,2,1,2,1
+1,4,12,4,3,1655,1,5,2,3,1,4,1,63,3,2,2,2,1,2,1
+1,1,15,2,3,1053,1,2,4,4,1,2,1,27,3,2,1,3,1,1,2
+1,4,21,2,3,3160,5,5,4,3,1,3,2,41,3,2,1,3,1,2,1
+1,4,36,2,0,3079,5,3,4,3,1,4,1,36,3,2,1,3,1,1,1
+1,4,12,4,0,1163,3,3,4,3,1,4,1,44,3,2,1,3,1,2,1
+1,4,24,2,1,2679,1,2,4,2,1,1,4,29,3,2,1,4,1,2,1
+1,4,48,4,3,3578,5,5,4,3,1,1,1,47,3,2,1,3,1,2,1
+1,4,36,3,0,10875,1,5,2,3,1,2,3,45,3,2,2,3,2,2,1
+1,1,12,3,0,1344,1,3,4,3,1,2,1,43,3,2,2,2,2,1,1
+1,4,6,4,3,1237,2,3,1,2,1,1,2,27,3,2,2,3,1,1,1
+1,4,12,2,3,3077,1,3,2,3,1,4,3,52,3,2,1,3,1,2,1
+1,4,24,2,3,2284,1,4,4,3,1,2,3,28,3,2,1,3,1,2,1
+1,2,12,2,3,1567,1,3,1,2,1,1,3,22,3,2,1,3,1,2,1
+1,4,24,3,0,2032,1,5,4,3,1,4,4,60,3,3,2,3,1,2,1
+1,2,21,4,2,2745,4,4,3,3,1,2,3,32,3,2,2,3,1,2,1
+1,4,30,2,3,1867,5,5,4,3,1,4,3,58,3,2,1,3,1,2,1
+1,4,36,2,3,2299,3,5,4,3,1,4,3,39,3,2,1,3,1,1,1
+1,4,24,2,2,929,5,4,4,3,1,2,3,31,2,2,1,3,1,2,1
+1,3,12,2,3,3399,5,5,2,3,1,3,3,37,3,2,1,4,1,1,1
+1,2,9,2,2,2030,5,4,2,3,1,1,3,24,3,2,1,3,1,2,1
+1,4,21,4,1,3275,1,5,1,3,1,4,3,36,3,2,1,4,1,2,1
+1,4,24,4,0,1940,4,5,4,3,1,4,1,60,3,2,1,3,1,2,1
+1,1,21,4,0,1602,1,5,4,4,1,3,3,30,3,2,2,3,1,2,1
+1,4,15,2,3,1979,5,5,4,3,1,2,3,35,3,2,1,3,1,1,1
+1,4,24,4,0,2022,1,3,4,2,1,4,3,37,3,2,1,3,1,2,1
+1,4,36,4,3,3342,5,5,4,3,1,2,3,51,3,2,1,3,1,2,1
+1,2,18,2,0,5866,2,3,2,3,1,2,3,30,3,2,2,3,1,2,1
+1,3,15,4,1,2360,3,3,2,3,1,2,3,36,3,2,1,3,1,2,1
+1,4,15,4,2,1520,5,5,4,3,1,4,2,63,3,2,1,3,1,1,1
+1,1,12,2,0,3651,4,3,1,3,1,3,2,31,3,2,1,3,2,1,1
+1,4,24,4,1,2346,1,4,4,3,1,3,3,35,3,2,2,3,1,2,1
+1,4,36,3,3,4454,1,3,4,2,1,4,1,34,3,2,2,3,1,1,1
+1,1,6,4,0,666,4,4,3,2,1,4,1,39,3,2,2,2,1,2,1
+1,2,24,3,0,1965,5,3,4,2,1,4,3,42,3,1,2,3,1,2,1
+1,2,12,4,0,1995,2,2,4,3,1,1,3,27,3,2,1,3,1,1,1
+1,2,30,2,3,2991,5,5,2,2,1,4,3,25,3,2,1,3,1,1,1
+1,2,30,0,9,4221,1,3,2,2,1,1,3,28,3,2,2,3,1,1,1
+1,1,9,2,3,1364,1,4,3,3,1,4,1,59,3,2,1,3,1,1,1
+1,2,18,4,2,6361,1,5,2,3,1,1,4,41,3,2,1,3,1,2,1
+1,4,27,4,2,4526,4,2,4,3,1,2,1,32,2,2,2,2,2,2,1
+1,2,12,4,3,3573,1,3,1,2,1,1,1,23,3,2,1,2,1,1,1
+0,2,36,3,9,4455,1,3,2,1,1,2,1,30,2,2,2,4,1,2,1
+1,1,9,2,2,2136,1,3,3,3,1,2,1,25,3,2,1,3,1,1,1
+1,2,42,4,9,5954,1,4,2,2,1,1,1,41,1,2,2,2,1,1,1
+1,4,24,4,2,3777,4,3,4,3,1,4,1,40,3,2,1,3,1,2,1
+1,1,15,2,9,806,1,3,4,2,1,4,2,22,3,2,1,2,1,1,1
+1,2,24,3,9,4712,5,3,4,3,1,2,2,34,1,2,2,4,1,2,1
+1,2,36,3,0,7432,1,3,2,2,1,2,2,54,3,1,1,3,1,1,1
+1,4,24,4,3,1851,1,4,4,4,3,2,3,33,3,2,2,3,1,2,1
+1,4,24,2,0,1393,1,3,2,3,3,2,1,31,3,2,1,3,1,2,1
+1,4,12,4,9,1412,1,3,4,2,3,2,1,29,3,2,2,4,1,2,1
+1,4,18,2,3,1473,1,2,3,4,1,4,1,39,3,2,1,3,1,2,1
+1,4,24,2,3,1533,1,2,4,2,1,3,3,38,2,2,1,3,1,2,1
+1,4,12,4,6,2012,5,4,4,2,1,2,3,61,3,2,1,3,1,1,1
+0,1,15,2,0,3959,1,3,3,2,1,2,2,29,3,2,1,3,1,2,1
+1,1,6,2,2,428,1,5,2,2,1,1,2,49,1,2,1,3,1,2,1
+1,2,12,4,0,2366,3,4,3,1,1,3,3,36,3,2,1,4,1,2,1
+1,4,12,2,2,763,1,3,4,2,1,1,1,26,3,2,1,3,1,2,1
+1,2,21,2,2,3976,5,4,2,3,1,3,3,35,3,2,1,3,1,2,1
+1,2,18,2,0,6260,1,4,3,3,1,3,1,28,3,1,1,2,1,1,1
+1,2,9,4,2,1919,1,4,4,3,1,3,3,35,3,1,1,3,1,2,1
+1,4,24,2,1,2603,4,3,2,2,1,4,3,28,3,1,1,3,1,2,1
+1,4,9,4,6,936,3,5,4,3,1,2,3,52,3,2,2,3,1,2,1
+1,4,24,2,2,3062,3,5,4,3,1,3,4,32,3,1,1,3,1,2,1
+1,2,36,2,3,4795,1,2,4,2,1,1,4,30,3,2,1,4,1,2,1
+1,4,36,4,1,5842,1,5,2,3,1,2,2,35,3,2,2,3,2,2,1
+1,2,6,2,3,2063,1,2,4,4,1,3,3,30,3,1,1,4,1,2,1
+1,4,15,4,3,1459,1,3,4,2,1,2,3,43,3,2,1,2,1,1,1
+1,4,15,2,3,1213,3,5,4,3,1,3,2,47,2,2,1,3,1,2,1
+1,4,24,4,3,5103,1,2,3,4,1,3,4,47,3,3,3,3,1,2,1
+1,4,15,2,4,874,5,2,4,2,1,1,1,24,3,2,1,3,1,1,1
+1,4,6,2,2,2978,3,3,1,3,1,2,3,32,3,2,1,3,1,2,1
+1,4,18,2,0,1820,1,3,2,4,1,2,2,30,3,2,1,4,1,2,1
+1,4,24,4,3,2872,2,5,3,3,1,4,1,36,3,2,1,3,2,2,1
+1,3,24,2,2,1925,1,3,2,3,1,2,1,26,3,2,1,3,1,1,1
+1,4,18,2,2,2515,1,3,3,3,1,4,1,43,3,2,1,3,1,2,1
+1,3,6,2,2,2116,1,3,2,3,1,2,1,41,3,2,1,3,1,2,1
+1,4,18,2,3,1453,1,2,3,2,1,1,1,26,3,2,1,3,1,1,1
+1,4,10,2,0,1364,1,3,2,2,1,4,3,64,3,2,1,3,1,2,1
+1,4,6,2,2,1543,4,3,4,1,1,2,1,33,3,2,1,3,1,1,1
+1,2,12,2,0,1318,4,5,4,3,1,4,1,54,3,2,1,3,1,2,1
+1,1,24,1,0,2325,2,4,2,3,1,3,3,32,1,2,1,3,1,1,1
+1,2,6,4,8,932,5,4,1,2,1,3,2,39,3,2,2,2,1,1,1
+1,3,24,4,3,3148,5,3,3,3,1,2,3,31,3,2,2,3,1,2,1
+1,4,36,2,3,3835,5,5,2,2,1,4,1,45,3,2,1,2,1,2,1
+1,4,9,2,6,3832,5,5,1,3,1,4,1,64,3,2,1,2,1,1,1
+1,2,24,2,3,5084,5,5,2,2,1,4,3,42,3,2,1,3,1,2,1
+1,4,9,4,2,2406,1,1,2,3,1,3,3,31,3,2,1,4,1,1,1
+1,4,36,2,3,2394,5,3,4,2,1,4,3,25,3,2,1,3,1,1,1
+1,4,21,2,1,2476,5,5,4,3,1,4,1,46,3,2,1,4,1,2,1
+1,1,24,2,1,2964,5,5,4,3,1,4,4,49,1,3,1,3,2,2,1
+1,1,12,2,2,1262,5,5,2,1,1,4,2,49,3,2,1,2,1,2,1
+1,4,12,2,9,1542,1,4,2,3,1,4,3,36,3,2,1,3,1,2,1
+1,2,24,4,3,1743,1,5,4,3,1,2,2,48,3,2,2,2,1,1,1
+1,3,12,1,3,409,4,3,3,2,1,3,1,42,3,1,2,3,1,1,1
+1,4,12,2,3,2171,1,2,2,2,1,2,3,29,1,2,1,3,1,1,1
+1,4,48,4,1,8858,5,4,2,3,1,1,4,35,3,3,2,3,1,2,1
+1,2,24,2,0,3512,2,4,2,3,1,3,3,38,1,2,2,3,1,2,1
+1,2,12,2,3,1158,3,3,3,1,1,1,3,26,3,2,1,3,1,2,1
+1,4,24,4,3,2684,1,3,4,3,1,2,1,35,3,2,2,2,1,1,1
+1,1,12,2,3,1498,1,3,4,2,1,1,3,23,1,2,1,3,1,1,1
+1,4,30,4,3,5954,1,4,3,3,2,2,3,38,3,2,1,3,1,1,1
+0,2,48,1,9,6416,1,5,4,2,1,3,4,59,3,1,1,3,1,1,1
+1,2,12,4,2,3617,1,5,1,3,1,4,3,28,3,1,3,3,1,2,1
+1,4,12,4,3,1291,1,3,4,2,1,2,2,35,3,2,2,3,1,1,1
+1,3,24,4,9,1275,4,3,2,1,1,4,1,36,3,2,2,3,1,2,1
+1,4,24,2,2,3972,1,4,2,2,1,4,2,25,3,1,1,3,1,2,1
+1,4,15,4,2,3343,1,3,4,3,1,2,4,28,3,3,1,3,1,2,1
+1,3,15,2,6,392,1,2,4,2,1,4,2,23,3,1,1,3,1,2,1
+1,4,9,4,0,2134,1,3,4,3,1,4,3,48,3,2,3,3,1,2,1
+1,4,30,4,3,5771,1,4,4,2,1,2,3,25,3,2,2,3,1,1,1
+1,4,24,4,9,4526,1,3,3,3,1,2,1,74,3,2,1,4,1,2,1
+1,4,15,4,2,2788,1,4,2,2,2,3,3,24,1,2,2,3,1,1,1
+1,4,6,4,3,1382,1,3,1,2,1,1,3,28,3,2,2,3,1,2,1
+1,3,36,2,3,5848,1,3,4,3,1,1,3,24,3,2,1,3,1,1,1
+0,1,12,2,0,1228,1,3,4,2,1,2,1,24,3,2,1,2,1,1,1
+1,3,12,2,3,1297,1,3,3,4,1,4,1,23,3,1,1,3,1,1,1
+1,4,24,2,3,1552,1,4,3,3,1,1,3,32,1,2,1,3,2,1,1
+1,4,12,2,3,1963,1,4,4,3,1,2,3,31,3,1,2,4,2,2,1
+1,4,24,2,3,3235,3,5,3,1,1,2,3,36,3,2,1,4,1,2,1
+1,4,24,4,9,4139,2,3,3,3,1,3,2,27,3,2,2,2,1,2,1
+1,2,12,4,1,1804,2,2,3,3,1,4,2,44,3,2,1,3,1,1,1
+1,4,18,2,9,1950,1,4,4,3,1,1,3,34,2,2,2,3,1,2,1
+1,4,48,3,3,12749,3,4,4,3,1,1,3,37,3,2,1,4,1,2,1
+1,4,9,2,4,1236,1,2,1,2,1,4,1,23,3,1,1,3,1,2,1
+1,4,18,4,0,1055,1,2,4,2,1,1,2,30,3,2,2,3,1,1,1
+1,1,30,0,9,8072,5,2,2,3,1,3,3,25,1,2,3,3,1,1,1
+1,4,30,4,3,2831,1,3,4,2,1,2,3,33,3,2,1,3,1,2,1
+1,4,9,2,9,1449,1,4,3,2,1,2,3,27,3,2,2,3,1,1,1
+1,4,36,2,9,5742,2,4,2,3,1,2,3,31,3,2,2,3,1,2,1
+1,4,12,2,0,2390,5,5,4,3,1,3,3,50,3,2,1,3,1,2,1
+1,4,24,2,3,3430,3,5,3,3,1,2,3,31,3,2,1,3,2,2,1
+1,2,36,2,6,2273,1,4,3,3,1,1,3,32,3,2,2,3,2,1,1
+1,3,21,2,0,2923,2,3,1,2,1,1,3,28,1,2,1,4,1,2,1
+1,4,24,2,3,1901,2,3,4,3,1,4,3,29,3,1,1,4,1,2,1
+1,2,36,2,6,3711,5,3,2,4,1,2,3,27,3,2,1,3,1,1,1
+1,2,48,2,0,8487,5,4,1,2,1,2,3,24,3,2,1,3,1,1,1
+1,4,24,2,0,2255,5,2,4,3,1,1,2,54,3,2,1,3,1,1,1
+1,4,12,2,3,1262,1,3,3,3,1,2,3,25,3,2,1,3,1,1,1
+1,4,33,4,1,7253,1,4,3,3,1,2,3,35,3,2,2,4,1,2,1
+1,4,6,4,0,6761,1,4,1,3,1,3,4,45,3,2,2,4,2,2,1
+1,4,18,4,2,1817,1,3,4,2,1,2,4,28,3,2,2,3,1,1,1
+1,4,12,2,3,2141,2,4,3,3,1,1,4,35,3,2,1,3,1,1,1
+1,4,48,1,9,3609,1,3,1,2,1,1,1,27,2,2,1,3,1,1,1
+1,4,30,2,3,2333,3,5,4,3,1,2,3,30,1,2,1,4,1,1,1
+1,4,28,1,1,7824,5,2,3,3,3,4,1,40,1,1,2,3,2,2,1
+1,3,18,1,3,1445,5,4,4,3,1,4,3,49,1,2,1,2,1,1,1
+1,1,24,2,2,7721,5,2,1,2,1,2,2,30,3,2,1,3,1,2,2
+1,1,21,2,0,3763,5,4,2,3,2,2,1,24,3,2,1,2,1,1,2
+1,2,18,2,9,4439,1,5,1,3,2,1,1,33,1,2,1,4,1,2,1
+1,1,12,2,3,1107,1,3,2,3,1,2,1,20,3,1,1,4,2,2,1
+1,2,15,2,3,1444,5,2,4,3,1,1,2,23,3,2,1,3,1,1,1
+1,2,48,1,0,12169,5,1,4,3,2,4,4,36,3,3,1,4,1,2,1
+1,4,9,2,3,2753,2,5,3,3,2,4,3,35,3,2,1,3,1,2,1
+1,3,4,2,0,1494,5,2,1,3,1,2,1,29,3,2,1,2,2,1,2
+1,1,24,1,2,2828,3,3,4,3,1,4,1,22,2,2,1,3,1,2,1
+1,1,24,1,2,2483,3,3,4,3,1,4,1,22,2,2,1,3,1,2,1
+1,3,6,4,0,1299,1,3,1,3,1,1,1,74,3,2,3,1,2,1,2
+1,2,9,2,0,1549,5,2,4,3,1,2,1,35,3,2,1,1,1,1,1
+1,3,10,2,0,3949,1,2,1,3,3,1,2,37,3,2,1,2,2,1,1
+1,4,10,2,1,2901,5,2,1,2,1,4,1,31,3,1,1,3,1,1,1
+1,3,6,2,0,709,4,2,2,4,1,2,1,27,3,2,1,1,1,1,2
+1,1,47,2,0,10722,1,2,1,2,1,1,1,35,3,2,1,2,1,2,1
+1,4,10,2,0,1287,5,5,4,3,2,2,2,45,3,2,1,2,1,1,2
+1,1,18,1,3,1940,1,2,3,3,2,4,4,36,1,3,1,4,1,2,1
+1,3,30,4,3,3656,5,5,4,3,1,4,2,49,2,2,2,2,1,1,1
+1,4,24,3,1,4679,1,4,3,3,1,3,3,35,3,2,2,2,1,2,1
+1,4,27,3,1,8613,4,3,2,3,1,2,3,27,3,2,2,3,1,1,1
+1,1,18,2,2,2659,4,3,4,3,1,2,3,28,3,2,1,3,1,1,1
+1,4,24,4,3,1516,4,3,4,2,1,1,1,43,3,2,2,2,1,1,1
+1,1,18,2,0,4380,2,3,3,3,1,4,3,35,3,2,1,2,2,2,1
+1,4,14,3,0,802,1,3,4,3,1,2,3,27,3,2,2,2,1,1,1
+1,4,21,2,9,1572,4,5,4,2,1,4,1,36,1,2,1,2,1,1,1
+1,2,48,1,9,3566,2,4,4,3,1,2,3,30,3,2,1,3,1,1,1
+1,4,24,2,3,1278,1,5,4,3,1,1,1,36,3,2,1,4,1,2,1
+1,4,6,0,3,426,1,5,4,4,1,4,3,39,3,2,1,2,1,1,1
+1,4,39,2,1,8588,2,5,4,3,1,2,3,45,3,2,1,4,1,2,1
+1,1,30,2,1,3857,1,3,4,1,1,4,2,40,3,2,1,4,1,2,1
+0,2,12,2,0,685,1,4,2,4,1,3,3,25,1,2,1,2,1,1,1
+1,1,24,2,3,1603,1,5,4,2,1,4,3,55,3,2,1,3,1,1,1
+1,4,21,2,2,2241,1,5,4,3,1,2,1,50,3,2,2,3,1,1,1
+1,1,24,2,3,2384,1,5,4,3,1,4,1,64,1,1,1,2,1,1,1
+1,4,4,2,2,601,1,2,1,2,1,3,1,23,3,1,1,2,2,1,1
+1,4,39,2,1,2569,3,3,4,3,1,4,3,24,3,2,1,3,1,1,1
+1,4,15,4,3,1316,3,3,2,4,1,2,2,47,3,2,2,2,1,1,1
+1,4,60,2,0,10366,1,5,2,3,1,4,2,42,3,2,1,4,1,2,1
+1,4,18,2,9,1568,2,3,3,2,1,4,2,24,3,1,1,2,1,1,1
+1,4,18,4,3,629,3,5,4,3,1,3,2,32,1,2,2,4,1,2,1
+1,4,6,1,3,1750,3,5,2,3,1,4,2,45,1,2,1,2,2,1,1
+1,4,24,2,1,3488,2,4,3,2,1,4,3,23,3,2,1,3,1,1,1
+1,4,18,4,3,1800,1,3,4,3,1,2,3,24,3,2,2,3,1,1,1
+1,4,24,3,2,4151,2,3,2,3,1,3,2,35,3,2,2,3,1,1,1
+1,2,15,2,5,2631,2,3,3,2,1,2,1,25,3,2,1,2,1,1,1
+1,4,21,2,1,5248,5,3,1,3,1,3,3,26,3,2,1,3,1,1,1
+1,2,18,3,0,2899,5,5,4,3,1,4,3,43,3,2,1,3,2,1,1
+1,2,18,3,5,6204,1,3,2,3,1,4,1,44,3,2,1,2,2,2,1
+1,4,12,2,3,804,1,5,4,3,1,4,3,38,3,2,1,3,1,1,1
+1,4,36,2,3,3595,1,5,4,3,1,2,3,28,3,2,1,3,1,1,1
+1,4,36,4,1,5711,4,5,4,3,1,2,3,38,3,2,2,4,1,2,1
+1,3,15,2,9,2687,1,4,2,3,1,4,2,26,3,1,1,3,1,2,1
+1,1,15,3,2,3643,1,5,1,2,1,4,2,27,3,2,2,2,1,1,1
+1,4,10,4,2,2146,1,2,1,2,1,3,1,23,3,1,2,3,1,1,1
+1,1,10,2,3,2315,1,5,3,3,1,4,1,52,3,2,1,2,1,1,1
+1,4,5,2,9,3448,1,4,1,3,1,4,1,74,3,2,1,2,1,1,1
+1,4,15,2,2,2708,1,2,2,3,1,3,2,27,1,2,2,2,1,1,1
+1,4,11,4,0,1393,1,2,4,2,1,4,3,35,3,2,2,4,1,1,1
+1,3,10,2,2,1275,1,2,4,2,1,2,2,23,3,2,1,3,1,1,1
+1,4,9,2,2,1313,1,5,1,3,1,4,3,20,3,2,1,3,1,1,1
+1,4,12,2,3,1493,1,2,4,2,1,3,3,34,3,2,1,3,2,1,1
+1,4,22,2,3,2675,3,5,3,3,1,4,3,40,3,2,1,3,1,1,1
+1,2,9,2,3,2118,1,3,2,3,1,2,1,37,3,2,1,2,2,1,1
+1,4,36,2,0,909,3,5,4,3,1,4,2,36,3,2,1,3,1,1,1
+1,4,12,4,2,1258,1,2,2,2,1,4,2,22,3,1,2,2,1,1,1
+1,4,15,1,3,1569,2,5,4,3,1,4,3,34,1,2,1,2,2,1,1
+1,4,6,2,1,1236,3,3,2,3,1,4,2,50,3,1,1,3,1,1,1
+1,4,36,3,2,7678,3,4,2,2,1,4,3,40,3,2,2,3,1,2,1
+1,4,6,2,5,660,3,4,2,4,1,4,1,23,3,1,1,2,1,1,1
+1,4,24,2,2,2835,3,5,3,3,1,4,2,53,3,2,1,3,1,1,1
+1,4,24,2,1,2670,1,5,4,3,1,4,3,35,3,2,1,4,1,2,1
+1,4,12,1,8,3447,3,3,4,2,1,3,1,35,3,2,1,2,2,1,1
+1,4,15,2,3,3568,1,5,4,2,1,2,3,54,1,1,1,4,1,2,1
+1,2,21,4,9,3652,1,4,2,3,1,3,2,27,3,2,2,3,1,1,1
+1,1,24,2,3,3660,1,3,2,2,1,4,3,28,3,2,1,3,1,1,1
+1,3,9,2,3,1126,2,5,2,1,1,4,1,49,3,2,1,3,1,1,1
+1,3,6,3,3,683,1,2,2,2,1,1,2,29,1,2,1,3,1,1,1
+1,3,12,2,2,2251,1,3,1,2,1,2,3,46,3,2,1,2,1,1,1
+1,4,12,2,1,4675,5,2,1,2,1,4,3,20,3,1,1,3,1,1,1
+1,2,21,3,0,2353,1,3,1,1,1,4,2,47,3,2,2,3,1,1,1
+1,1,21,2,3,3357,4,2,4,2,1,2,3,29,1,2,1,3,1,1,1
+1,4,6,2,0,672,1,1,1,2,1,4,1,54,3,2,1,1,1,2,1
+1,1,6,4,3,338,3,5,4,3,1,4,3,52,3,2,2,3,1,1,1
+1,4,9,2,3,2697,1,3,1,3,1,2,1,32,3,2,1,3,2,1,1
+1,4,9,2,0,2507,3,5,2,3,1,4,4,51,3,3,1,2,1,1,1
+1,4,15,3,3,1478,1,3,4,4,1,3,1,33,1,2,2,3,1,1,1
+1,4,12,4,6,3565,5,2,2,3,1,1,2,37,3,2,2,2,2,1,1
+1,4,15,2,2,2221,3,3,2,2,1,4,3,20,3,1,1,3,1,1,1
+1,4,6,4,3,1898,5,3,1,3,1,2,1,34,3,2,2,2,2,1,1
+1,2,6,3,9,1449,2,5,1,1,1,2,3,31,1,2,2,3,2,1,1
+1,4,15,3,2,960,4,4,3,2,1,2,2,30,3,2,2,3,1,1,1
+1,4,36,2,1,8133,1,3,1,2,1,2,2,30,1,2,1,3,1,1,1
+1,4,9,2,2,2301,2,2,2,2,1,4,2,22,3,1,1,3,1,1,1
+1,4,6,3,9,1743,2,3,1,3,1,2,1,34,3,2,2,2,1,1,1
+1,2,12,2,2,983,4,2,1,2,1,4,1,19,3,1,1,2,1,1,1
+1,4,18,3,3,2320,1,1,2,4,1,3,1,34,3,2,2,3,1,1,1
+1,1,12,1,8,339,1,5,4,4,1,1,3,45,1,2,1,2,1,1,1
+1,3,24,2,3,5152,1,4,4,3,1,2,3,25,1,2,1,3,1,1,1
+1,3,24,2,2,3749,1,2,2,2,1,4,3,26,3,2,1,3,1,1,1
+1,4,9,4,3,3074,5,3,1,3,1,2,1,33,3,2,2,3,2,1,1
+0,3,9,2,3,745,1,3,3,2,1,2,1,28,3,2,1,2,1,1,1
+1,4,24,2,0,1469,2,5,4,4,1,4,1,41,3,1,1,2,1,1,1
+1,1,6,2,2,1374,1,3,1,3,1,2,1,36,1,2,1,2,1,2,1
+1,4,6,1,0,783,5,3,1,3,3,2,1,26,2,2,1,2,2,1,1
+1,1,21,2,3,2606,1,2,4,2,1,4,2,28,3,1,1,4,1,2,1
+1,4,54,0,1,9436,5,3,2,3,1,2,2,39,3,2,1,2,2,1,1
+1,4,12,4,3,930,5,5,4,3,1,4,1,65,3,2,4,3,1,1,1
+1,4,48,4,1,2751,5,5,4,3,1,3,3,38,3,2,2,3,2,2,1
+1,4,6,4,0,250,4,3,2,2,1,2,1,41,1,2,2,2,1,1,1
+1,2,24,2,0,1201,1,2,4,3,1,1,2,26,3,2,1,3,1,1,1
+1,1,6,2,0,662,1,2,3,3,1,4,1,41,3,2,1,2,2,2,1
+1,4,15,2,1,1300,5,5,4,3,1,4,4,45,1,3,1,3,2,1,1
+1,4,24,1,9,1559,1,4,4,3,1,4,3,40,1,2,1,3,1,2,1
+1,3,12,2,3,3016,1,3,3,4,1,1,3,24,3,2,1,3,1,1,1
+1,4,15,4,3,1360,1,3,4,3,1,2,2,31,3,2,2,3,1,1,1
+1,4,6,0,0,1204,2,3,4,3,1,1,4,35,1,1,1,3,1,1,2
+1,4,10,2,0,1597,3,3,3,3,1,2,4,40,3,1,1,2,2,1,2
+1,4,12,2,3,2073,2,3,4,2,2,2,1,28,3,2,1,3,1,1,1
+1,4,11,2,9,2142,4,5,1,1,1,2,1,28,3,2,1,3,1,2,1
+1,1,10,4,2,2132,5,2,2,2,2,3,1,27,3,1,2,3,1,1,2
+1,4,10,2,0,1546,1,3,3,3,1,2,1,31,3,2,1,2,2,1,2
+1,4,24,4,0,1287,4,5,4,2,1,4,1,37,3,2,2,3,1,2,1
+1,4,10,2,0,1418,2,3,3,3,1,2,1,35,3,1,1,2,1,1,2
+1,3,6,4,0,1343,1,5,1,3,1,4,1,46,3,2,2,3,2,1,2
+1,4,18,2,0,2662,5,4,4,3,1,3,2,32,3,2,1,3,1,1,2
+1,4,18,4,3,6070,1,5,3,3,1,4,3,33,3,2,2,3,1,2,1
+1,4,24,4,6,1927,5,3,3,2,1,2,3,33,3,2,2,3,1,2,1
+1,4,18,4,3,2404,1,3,2,2,1,2,3,26,3,2,2,3,1,1,1
+1,4,6,4,3,1554,1,4,1,2,1,2,3,24,3,1,2,3,1,2,1
+1,4,22,2,0,1283,5,4,4,2,1,4,2,25,3,1,1,3,1,1,1
+1,4,24,3,0,717,5,5,4,4,1,4,3,54,3,2,2,3,1,2,1
+1,1,24,2,2,1747,1,2,4,3,2,1,2,24,3,2,1,2,1,1,2
+1,1,9,4,5,1288,2,5,3,3,3,4,1,48,3,2,2,3,2,1,2
+1,1,10,4,0,1038,1,4,4,3,2,3,2,49,3,2,2,3,1,2,1
+1,4,10,2,1,2848,2,3,1,3,2,2,1,32,3,2,1,3,2,1,1
+1,4,12,2,1,1413,4,4,3,3,1,2,2,55,3,2,1,3,1,1,2
+1,4,30,4,3,3077,5,5,3,3,1,2,3,40,3,2,2,3,2,2,1
+1,1,24,1,1,3632,1,3,1,2,3,4,3,22,1,1,1,3,1,1,2
+1,4,18,4,1,3229,5,1,2,3,1,4,4,38,3,2,1,4,1,2,1
+1,4,9,2,0,3577,2,3,1,3,3,2,1,26,3,1,1,3,2,1,2
+1,4,12,4,0,682,2,4,4,2,1,3,3,51,3,2,2,3,1,2,1
+1,4,10,2,3,1924,1,3,1,3,1,4,2,38,3,2,1,3,1,2,2
+1,4,10,2,6,727,3,5,4,3,1,4,4,46,3,3,1,3,1,2,1
+1,3,10,4,0,781,1,5,4,3,1,4,4,63,3,3,2,3,1,2,1
+1,1,12,4,0,2121,1,3,4,3,1,2,2,30,3,2,2,3,1,1,1
+1,4,12,4,6,701,1,3,4,3,1,2,3,32,3,2,2,3,1,1,1
+1,4,10,4,2,2069,5,3,2,4,1,1,3,26,3,2,2,3,1,1,2
+1,4,24,2,0,1525,4,4,4,2,1,3,3,34,3,2,1,3,2,2,1
+1,4,48,4,9,7629,5,5,4,1,1,2,3,46,1,2,2,4,2,1,1
+0,1,12,4,0,3499,1,3,3,2,2,2,1,29,3,2,2,3,1,1,1
+1,4,6,2,3,1346,2,5,2,3,1,4,4,42,1,3,1,3,2,2,1
+1,4,36,4,1,10477,5,5,2,3,1,4,4,42,3,3,2,3,1,1,1
+1,1,24,2,1,2924,1,3,3,3,3,4,4,63,1,2,1,3,2,2,1
+1,4,10,4,0,1231,1,5,3,3,1,4,1,32,3,2,2,2,2,1,2
+1,3,18,2,0,1961,1,5,3,2,1,2,3,23,3,2,1,4,1,1,1
+1,4,15,4,0,5045,5,5,1,2,1,4,3,59,3,2,1,3,1,2,1
+1,4,12,4,0,1255,1,5,4,3,1,4,1,61,3,2,2,2,1,1,1
+1,1,12,2,2,1858,1,2,4,2,1,1,3,22,3,1,1,3,1,1,1
+1,4,6,4,2,1221,5,3,1,4,1,2,2,27,3,2,2,3,1,1,1
+1,4,9,2,2,1388,1,3,4,2,1,2,1,26,3,1,1,3,1,1,1
+1,4,12,2,3,2279,5,3,4,3,1,4,4,37,3,3,1,3,1,2,1
+1,4,12,0,2,2759,1,5,2,3,1,4,2,34,3,2,2,3,1,1,1
+1,3,24,2,3,1258,3,3,3,2,1,3,3,57,3,2,1,2,1,1,1
+1,2,12,0,8,1410,1,3,2,3,1,2,1,31,3,2,1,2,1,2,1
+1,1,15,2,0,1403,1,3,2,2,1,4,3,28,3,1,1,3,1,1,1
+1,1,24,2,2,3021,1,3,2,1,1,2,1,24,3,1,1,2,1,1,1
+1,1,24,2,9,6568,1,3,2,4,1,2,3,21,2,2,1,2,1,1,1
+1,4,24,4,3,2578,4,5,2,3,1,2,3,34,3,2,1,3,1,1,1
+1,2,24,4,1,7758,4,5,2,2,1,4,4,29,3,1,1,3,1,1,1
+1,1,6,2,4,343,1,2,4,2,1,1,1,27,3,2,1,3,1,1,1
+1,4,21,3,2,1591,2,4,4,3,1,3,1,34,3,2,2,4,1,1,1
+1,1,27,2,3,3416,1,3,3,3,1,2,3,27,3,2,1,4,1,1,1
+0,1,12,0,5,1108,1,4,4,3,1,3,1,28,3,2,2,3,1,1,1
+1,2,27,3,1,5965,1,5,1,3,1,2,3,30,3,2,2,4,1,2,1
+1,2,15,2,5,1514,2,3,4,3,3,2,1,22,3,2,1,3,1,1,1
+1,4,30,4,3,6742,5,4,2,3,1,3,2,36,3,2,2,3,1,1,1
+1,1,18,2,2,3650,1,2,1,2,1,4,3,22,3,1,1,3,1,1,1
+1,1,21,2,2,3599,1,4,1,2,1,4,3,26,3,1,1,2,1,1,1
+1,4,60,4,0,13756,5,5,2,3,1,4,4,63,1,3,1,4,1,2,1
+1,2,9,2,0,276,1,3,4,4,1,4,1,22,3,1,1,2,1,1,1
+1,4,42,4,2,4041,3,3,4,3,1,4,1,36,3,2,2,3,1,2,1
+1,2,9,2,3,458,1,3,4,3,1,3,1,24,3,2,1,3,1,1,1
+0,2,9,2,2,918,1,3,4,2,1,1,2,30,3,2,1,3,1,1,1
+1,4,24,2,0,7393,1,3,1,3,1,4,2,43,3,2,1,2,2,1,1
+1,3,10,2,4,1225,1,3,2,3,1,2,3,37,3,2,1,3,1,2,1
+1,1,24,2,1,2812,5,5,2,2,1,4,1,26,3,1,1,3,1,1,1
+1,4,15,2,1,3029,1,4,2,3,1,2,3,33,3,2,1,3,1,1,1
+1,3,12,4,0,1480,3,1,2,3,1,4,4,66,1,3,3,1,1,1,1
+1,3,6,4,6,1047,1,3,2,2,1,4,2,50,3,2,1,2,1,1,1
+1,4,15,4,3,1471,1,3,4,3,1,4,4,35,3,3,2,3,1,2,1
+1,4,24,2,2,5511,2,3,4,3,1,1,3,25,2,2,1,3,1,1,1
+1,2,9,2,3,1206,1,5,4,2,1,4,1,25,3,2,1,3,1,1,1
+1,2,24,3,3,6403,1,2,1,3,1,2,3,33,3,2,1,3,1,1,1
+1,4,12,2,3,707,1,3,4,3,1,2,1,30,1,2,2,3,1,1,1
+1,4,12,3,1,1503,1,3,4,4,1,4,1,41,3,1,1,3,1,1,1
+1,2,12,2,0,6078,1,4,2,3,1,2,3,32,3,2,1,3,1,1,1
+1,2,27,2,9,2528,1,2,4,2,1,1,2,32,3,2,1,3,2,2,1
+1,2,12,2,9,1037,2,4,3,3,1,4,1,39,3,2,1,2,1,1,1
+1,1,6,2,1,1352,3,1,1,2,1,2,2,23,3,1,1,1,1,2,1
+1,4,24,2,3,3181,1,2,4,2,1,4,2,26,3,2,1,3,1,2,1
+1,4,18,2,3,4594,1,2,3,3,1,2,3,32,3,2,1,3,1,2,1
+1,2,48,2,10,5381,5,1,3,3,1,4,4,40,1,3,1,1,1,2,1
+1,4,15,2,1,4657,1,3,3,3,1,2,3,30,3,2,1,3,1,2,1
+1,2,9,2,9,1391,1,3,2,4,1,1,1,27,1,2,1,3,1,2,1
+1,2,18,2,9,1913,4,2,3,4,1,3,1,36,1,2,1,3,1,2,1
+1,4,42,2,3,7166,5,4,2,4,1,4,2,29,3,1,1,3,1,2,1
+1,4,13,2,3,1409,2,1,2,2,1,4,1,64,3,2,1,3,1,1,1
+1,4,24,3,9,2978,5,3,4,3,1,4,1,32,3,2,2,3,2,2,1
+1,4,12,4,3,976,5,5,4,3,1,4,3,35,3,2,2,3,1,1,1
+1,4,24,3,9,2375,3,3,4,3,1,2,3,44,3,2,2,3,2,2,1
+1,4,12,4,3,522,3,5,4,3,1,4,2,42,3,2,2,3,2,2,1
+1,4,28,4,3,2743,1,5,4,3,1,2,3,29,3,2,2,3,1,1,1
+1,4,11,4,3,1154,2,1,4,2,1,4,1,57,3,2,3,2,1,1,1
+1,4,24,4,1,5804,4,3,4,3,1,2,1,27,3,2,2,3,1,1,1
+1,4,18,4,3,1169,5,3,4,3,1,3,2,29,3,2,2,3,1,2,1
+1,1,15,4,2,1478,1,5,4,3,1,4,3,44,3,2,2,3,2,2,1
+1,4,12,2,3,776,1,3,4,4,1,2,1,28,3,2,1,3,1,1,1
+1,2,11,4,0,1322,4,3,4,2,1,4,3,40,3,2,2,3,1,1,1
+1,2,16,4,0,1175,1,1,2,3,1,3,3,68,3,3,3,1,1,2,1
+1,4,12,2,0,2133,5,5,4,2,1,4,4,52,3,3,1,4,1,2,1
+1,4,15,4,3,1829,1,5,4,3,1,4,3,46,3,2,2,3,1,2,1
+1,4,12,4,3,717,1,5,4,3,1,4,1,52,3,2,3,3,1,1,1
+1,2,39,3,6,11760,2,4,2,3,1,3,4,32,3,1,1,3,1,2,1
+0,2,9,4,6,1501,1,5,2,2,1,3,3,34,3,2,2,4,1,2,1
+1,1,12,2,6,1200,5,3,4,2,1,4,2,23,1,1,1,3,1,2,1
+1,2,9,2,0,3195,5,3,1,2,1,2,1,33,3,2,1,2,1,1,1
+1,4,30,4,3,4530,1,4,4,2,1,4,3,26,3,1,1,4,1,2,1
+0,4,12,3,5,1555,4,5,4,3,1,4,4,55,3,3,2,3,2,1,1
+1,2,15,4,9,2326,3,3,2,3,1,4,3,27,1,2,1,3,1,1,1
+1,2,18,4,9,1887,5,3,4,4,1,4,1,28,1,2,2,3,1,1,1
+1,4,12,4,9,1264,5,5,4,3,1,4,4,57,3,1,1,2,1,1,1
+1,4,7,3,3,846,5,5,3,3,1,4,4,36,3,3,1,3,1,1,1
+1,4,15,4,6,1532,2,3,4,2,1,3,3,31,3,2,1,3,1,1,1
+1,4,6,3,3,935,1,3,3,2,1,2,1,24,3,2,1,3,1,1,1
+1,1,27,4,9,2442,1,5,4,3,1,4,3,43,2,2,4,4,2,2,1
+1,2,18,4,9,3590,1,1,3,4,1,3,3,40,3,2,3,1,2,2,1
+1,4,21,4,2,2288,1,2,4,2,1,4,2,23,3,2,1,3,1,2,1
+1,4,27,3,9,5117,1,4,3,3,1,4,3,26,3,2,2,3,1,1,1
+1,1,39,4,2,14179,5,4,4,3,1,4,2,30,3,2,2,4,1,2,1
+1,4,15,2,3,1386,5,3,4,4,1,2,1,40,3,1,1,3,1,2,1
+1,4,12,4,3,618,1,5,4,3,1,4,1,56,3,2,1,3,1,1,1
+1,4,12,2,2,1574,1,3,4,3,1,2,1,50,3,2,1,3,1,1,1
+1,4,6,4,3,700,5,5,4,3,1,4,4,36,3,3,2,3,1,1,1
+1,4,12,2,3,886,5,3,4,2,1,2,3,21,3,2,1,3,1,1,1
+1,4,36,2,1,4686,1,3,2,3,1,2,4,32,3,3,1,4,1,2,1
+1,2,9,2,3,790,3,3,4,2,1,3,1,66,3,2,1,2,1,1,1
+0,2,12,2,3,766,3,3,4,3,1,3,1,66,3,2,1,2,1,1,1
+1,1,20,2,2,2212,5,4,4,3,1,4,3,39,3,2,1,3,1,2,1
+1,2,10,2,0,7308,1,1,2,3,1,4,4,70,1,3,1,4,1,2,1
+1,2,24,4,6,5743,1,2,2,2,1,4,4,24,3,3,2,3,1,2,1
+1,1,14,2,0,3973,1,1,1,3,1,4,4,22,3,3,1,3,1,1,1
+1,2,60,3,3,7418,5,3,1,3,1,1,1,27,3,2,1,2,1,1,1
+1,2,20,3,10,2629,1,3,2,3,1,3,3,29,1,2,2,3,1,2,1
+1,2,18,2,9,1941,4,3,4,3,1,2,2,35,3,2,1,2,1,2,1
+1,2,24,3,2,2333,5,2,4,3,1,2,2,29,1,2,1,2,1,1,1
+1,4,12,2,1,2445,5,2,2,4,1,4,3,26,3,1,1,3,1,2,1
+1,2,20,2,1,6468,5,1,1,1,1,4,1,60,3,2,1,4,1,2,1
+1,2,18,4,2,7374,1,1,4,3,1,4,2,40,2,2,2,4,1,2,1
+1,4,15,2,1,3812,2,2,1,2,1,4,3,23,3,2,1,3,1,2,1
+0,1,28,2,0,4006,1,3,3,3,1,2,3,45,3,2,1,2,1,1,1
+1,2,12,2,0,7472,5,1,1,2,1,2,1,24,3,1,1,1,1,1,1
+1,3,12,2,2,1424,5,5,3,2,1,4,1,55,3,2,1,4,1,2,1
+1,2,12,2,1,2028,5,3,4,3,1,2,3,30,3,2,1,3,1,1,1
+1,4,15,2,0,5324,3,5,1,2,1,4,4,35,3,3,1,3,1,1,1
+1,2,36,2,3,2323,1,4,4,3,1,4,3,24,3,1,1,3,1,1,1
+1,4,12,2,6,1393,1,5,4,3,1,4,2,47,1,2,3,3,2,2,1
+1,4,18,2,2,1984,1,3,4,3,1,4,4,47,1,3,2,3,1,1,1
+1,4,24,2,3,999,5,5,4,3,1,2,3,25,3,2,2,3,1,1,1
+1,4,36,2,9,7409,5,5,3,3,1,2,2,37,3,2,2,3,1,1,1
+1,4,15,2,2,2186,5,4,1,2,1,4,1,33,1,1,1,2,1,1,1
+1,3,36,2,3,4473,1,5,4,3,1,2,3,31,3,2,1,3,1,1,1
+1,4,24,2,8,937,1,2,4,4,1,3,3,27,3,2,2,2,1,1,1
+1,4,18,2,2,3422,1,5,4,3,1,4,2,47,1,2,3,3,2,2,1
+1,4,24,2,3,3105,5,2,4,3,1,2,3,25,3,2,2,3,1,1,1
+1,4,12,4,6,2748,1,5,2,2,1,4,4,57,1,3,3,2,1,1,1
+1,2,18,2,5,3872,1,1,2,2,1,4,3,67,3,2,1,3,1,2,1
+1,4,27,2,5,5190,5,5,4,3,1,4,2,48,3,2,4,3,2,2,1
+1,2,18,2,2,3001,1,4,2,2,1,4,1,40,3,1,1,3,1,1,1
+1,4,24,3,9,3863,1,3,1,3,1,2,4,32,3,3,1,3,1,1,1
+1,4,12,4,2,5801,5,5,2,3,1,4,2,49,3,1,1,3,1,2,2
+1,4,12,4,2,1592,4,4,3,2,1,2,2,35,3,2,1,3,1,1,1
+1,4,12,4,9,1185,1,3,3,2,1,2,1,27,3,2,2,3,1,1,1
+1,4,18,4,2,3780,1,2,3,1,1,2,3,35,3,2,2,4,1,2,1
+1,2,18,4,2,3612,1,5,3,2,1,4,2,37,3,2,1,3,1,2,2
+1,4,12,2,9,1076,1,3,2,4,1,2,1,26,3,2,1,3,1,2,1
+1,4,12,2,0,3527,5,2,2,3,1,3,2,45,3,2,1,4,2,2,1
+1,4,18,2,3,2051,1,2,4,3,1,1,1,33,3,2,1,3,1,1,1
+1,4,12,4,2,3331,1,5,2,3,1,4,2,42,2,2,1,3,1,1,1
+1,1,18,0,9,3104,1,4,3,3,1,1,2,31,1,2,1,3,1,2,1
+1,4,24,4,3,2611,1,5,4,4,2,3,1,46,3,2,2,3,1,1,1
+1,1,12,4,1,1409,1,5,4,3,1,3,1,54,3,2,1,3,1,1,1
+1,4,24,2,3,1311,2,4,4,4,1,3,2,26,3,2,1,3,1,2,1
+1,4,6,2,3,2108,1,4,2,4,1,2,1,29,3,1,1,3,1,1,1
+1,4,24,4,1,4042,5,4,3,3,1,4,2,43,3,2,2,3,1,2,1
+1,4,12,4,0,926,1,1,1,2,1,2,2,38,3,2,1,1,1,1,1
+1,1,12,2,3,1680,3,5,3,4,1,1,1,35,3,2,1,3,1,1,1
+1,4,24,2,0,1249,1,2,4,4,1,2,1,28,3,2,1,3,1,1,1
+1,4,24,4,0,2463,2,4,4,4,1,3,2,27,3,2,2,3,1,2,1
+1,4,6,2,3,1595,1,4,3,3,1,2,2,51,3,2,1,3,2,1,1
+1,4,24,4,5,2058,1,3,4,1,1,2,1,33,3,2,2,3,1,2,1
+1,4,24,2,1,7814,1,4,3,3,1,3,3,38,3,2,1,4,1,2,1
+1,4,6,4,3,1740,1,5,2,4,1,2,1,30,3,1,2,3,1,1,1
+1,4,12,4,3,1240,5,5,4,2,1,2,1,38,3,2,2,3,1,2,1
+1,4,24,4,1,6842,5,3,2,3,1,4,2,46,3,2,2,4,2,2,1
+1,4,24,4,2,5150,1,5,4,3,1,4,3,33,3,2,1,3,1,2,1
+1,1,6,2,0,1203,2,5,3,3,1,2,2,43,3,2,1,3,1,2,1
+1,4,6,4,0,2080,3,3,1,4,1,2,3,24,3,2,1,3,1,1,1
+1,4,6,2,6,1538,1,2,1,2,1,2,4,56,3,2,1,3,1,1,1
+1,2,24,4,0,3878,2,2,4,1,1,2,3,37,3,2,1,3,1,2,1
+1,2,30,2,2,3832,1,2,2,4,1,1,2,22,3,2,1,3,1,1,1
+1,4,15,2,0,3186,4,4,2,2,1,3,3,20,3,1,1,3,1,1,1
+1,2,24,2,3,2896,2,2,2,3,1,1,3,29,3,2,1,3,1,1,1
+1,2,24,3,9,6967,2,4,4,3,1,4,3,36,3,1,1,4,1,2,1
+0,4,36,2,6,1819,1,3,4,3,1,4,4,37,2,3,1,3,1,2,1
+0,4,24,2,3,5943,5,2,1,2,1,1,3,44,3,2,2,3,1,2,1
+0,4,36,4,2,7127,1,2,2,2,1,4,2,23,3,1,2,3,1,2,1
+0,4,36,2,2,3349,1,3,4,2,1,2,3,28,3,2,1,4,1,2,1
+0,4,36,2,2,10974,1,1,4,2,1,2,3,26,3,2,2,4,1,2,1
+1,4,6,2,3,518,1,3,3,2,1,1,1,29,3,2,1,3,1,1,1
+1,4,18,2,3,1126,5,2,4,2,1,2,1,21,3,1,1,3,1,2,1
+1,2,12,4,1,1860,1,1,4,3,1,2,3,34,3,2,2,4,1,2,1
+1,4,36,4,3,9566,1,3,2,2,1,2,3,31,2,2,2,3,1,1,1
+1,1,12,2,3,701,1,3,4,4,1,2,1,40,3,2,1,2,1,1,1
+1,2,12,2,3,2930,1,4,2,2,1,1,1,27,3,2,1,3,1,1,1
+1,4,18,2,3,1505,1,3,4,3,1,2,4,32,3,3,1,4,1,2,1
+1,4,18,4,3,2238,1,3,2,2,1,1,3,25,3,2,2,3,1,1,1
+1,4,4,4,3,1503,1,4,2,3,1,1,1,42,3,2,2,2,2,1,1
+1,4,24,4,1,2197,5,4,4,3,1,4,3,43,3,2,2,3,2,2,1
+1,3,12,2,3,1881,1,3,2,2,1,2,3,44,3,1,1,2,1,2,1
+1,1,18,4,3,1880,1,4,4,4,1,1,2,32,3,2,2,4,1,2,1
+1,1,18,2,3,2389,1,2,4,2,1,1,3,27,2,2,1,3,1,1,1
+1,2,24,2,3,1967,1,5,4,2,1,4,3,20,3,2,1,3,1,2,1
+1,4,4,4,0,3380,1,4,1,2,1,1,1,37,3,2,1,3,2,1,1
+1,4,4,4,0,1455,1,4,2,3,1,1,1,42,3,2,3,2,2,1,1
+1,4,7,4,3,730,5,5,4,3,1,2,2,46,3,1,2,2,1,2,1
+1,2,18,0,2,3244,1,3,1,2,1,4,3,33,1,2,2,3,1,2,1
+0,2,9,2,3,1670,1,2,4,2,1,2,3,22,3,2,1,3,1,2,1
+1,2,48,2,3,3979,5,4,4,3,1,1,3,41,3,2,2,3,2,2,1
+0,2,12,2,2,1922,1,3,4,3,1,2,2,37,3,2,1,2,1,1,1
+1,2,18,4,2,1295,1,2,4,2,1,1,2,27,3,2,2,3,1,1,1
+1,4,4,4,3,1544,1,4,2,3,1,1,1,42,3,2,3,2,2,1,1
+1,2,8,2,9,907,1,2,3,4,1,2,1,26,3,2,1,3,1,2,1
+1,2,30,2,3,1715,5,3,4,2,1,1,3,26,3,2,1,3,1,1,1
+1,3,10,4,3,1347,5,4,4,3,1,2,2,27,3,2,2,3,1,2,1
+1,2,12,2,0,1007,4,3,4,4,1,1,1,22,3,2,1,3,1,1,1
+1,4,12,4,2,1402,3,4,3,2,1,4,3,37,3,1,1,3,1,2,1
+1,2,12,2,0,2002,1,4,3,3,1,4,2,30,3,1,1,3,2,2,1
+1,4,12,4,6,2096,1,4,2,3,1,3,1,49,3,2,1,2,2,1,1
+1,4,12,2,0,1101,1,3,3,4,1,2,1,27,3,2,2,3,1,2,1
+1,4,10,2,8,894,5,4,4,2,1,3,2,40,3,2,1,3,1,2,1
+1,2,11,2,2,1577,4,2,4,2,1,1,1,20,3,2,1,3,1,1,1
+1,4,33,3,9,2764,1,3,2,2,1,2,3,26,3,2,2,3,1,2,1
+1,2,48,0,0,8358,3,2,1,2,1,1,3,30,3,2,2,3,1,1,1
+1,3,12,2,2,1474,1,2,4,2,1,1,2,33,1,2,1,4,1,2,1
+1,4,24,2,1,5433,5,1,2,2,1,4,2,26,3,1,1,4,1,2,1
+1,2,14,2,9,1410,3,5,1,4,1,2,1,35,3,2,1,3,1,2,1
+1,4,20,4,0,3485,5,2,2,1,1,4,1,44,3,2,2,3,1,2,1
+1,4,18,4,1,3850,1,4,3,3,1,1,3,27,3,2,2,3,1,1,1
+0,2,60,2,0,7408,2,2,4,2,1,2,2,24,3,2,1,4,1,1,1
+1,3,24,2,3,1377,2,5,4,2,1,2,4,47,3,3,1,3,1,2,1
+1,4,30,3,9,4272,2,3,2,3,1,2,2,26,3,2,2,2,1,1,1
+1,2,24,3,3,1553,2,4,3,2,1,2,2,23,3,1,2,3,1,2,1
+1,2,36,3,9,9857,2,4,1,3,1,3,2,31,3,2,2,2,2,2,1
+1,4,6,4,0,362,2,3,4,2,1,4,3,52,3,2,2,2,1,1,1
+1,4,12,4,2,1935,1,5,4,3,1,4,1,43,3,2,3,3,1,2,1
+1,4,48,2,3,10222,5,4,4,3,1,3,3,37,2,2,1,3,1,2,1
+1,3,12,2,0,1330,1,2,4,3,1,1,1,26,3,2,1,3,1,1,1
+1,4,36,2,6,9055,5,3,2,3,1,4,4,35,3,3,1,2,2,2,1
+1,2,26,2,1,7966,1,2,2,3,1,3,3,30,3,2,2,3,1,1,1
+1,2,30,1,2,3496,4,3,4,3,1,2,3,34,2,2,1,3,2,2,1
+1,2,36,2,1,6948,1,3,2,3,1,2,3,35,3,1,1,4,1,2,1
+1,2,48,0,9,12204,5,3,2,3,1,2,3,48,1,2,1,4,1,2,1
+0,1,36,2,2,3446,1,5,4,3,1,2,3,42,3,2,1,3,2,1,1
+0,1,12,2,6,684,1,3,4,3,1,4,3,40,3,1,1,2,2,1,1
+0,1,33,4,2,4281,3,3,1,2,1,4,3,23,3,2,2,3,1,1,1
+0,1,42,2,3,7174,5,4,4,2,1,3,3,30,3,2,1,4,1,2,1
+0,1,24,1,3,1546,1,4,4,3,3,4,3,24,1,1,1,2,1,1,1
+0,1,24,2,2,2359,2,1,1,1,1,1,2,33,3,2,1,3,1,1,1
+0,4,24,2,3,3621,2,5,2,3,1,4,3,31,3,2,2,3,1,1,1
+0,1,12,2,4,741,2,1,4,2,1,3,2,22,3,2,1,3,1,1,1
+0,1,12,2,2,7865,1,5,4,3,1,4,4,53,3,3,1,4,1,2,1
+1,1,24,2,1,2910,1,4,2,3,1,1,4,34,3,3,1,4,1,2,1
+1,1,18,4,0,5302,1,5,2,3,1,4,4,36,3,3,3,4,1,2,1
+1,1,36,2,2,3620,1,3,1,3,3,2,2,37,3,2,1,3,2,1,1
+1,1,18,2,3,3509,1,4,4,2,3,1,1,25,3,2,1,3,1,1,1
+1,2,12,2,2,3017,1,2,3,2,1,1,1,34,3,1,1,4,1,1,1
+1,1,12,2,2,1657,1,3,2,3,1,2,1,27,3,2,1,3,1,1,1
+1,1,8,4,10,1164,1,5,3,3,1,4,4,51,1,3,2,4,2,2,1
+0,1,36,4,2,6229,1,2,4,2,2,4,4,23,3,1,2,2,1,2,1
+0,1,24,1,0,1193,1,1,1,2,2,4,4,29,3,1,2,1,1,1,1
+1,1,30,0,2,4583,1,3,2,1,3,2,1,32,3,2,2,3,1,1,1
+1,1,36,4,2,5371,1,3,3,3,3,2,2,28,3,2,2,3,1,1,1
+1,1,12,2,2,708,1,3,2,3,3,3,2,38,3,2,1,2,2,1,1
+1,1,21,4,0,571,1,5,4,3,1,4,1,65,3,2,2,3,1,1,1
+1,1,30,2,3,2522,1,5,1,3,3,3,2,39,3,2,1,3,2,1,1
+0,1,36,2,2,5179,1,4,4,3,1,2,2,29,3,2,1,3,1,1,1
+0,1,36,2,1,8229,1,3,2,3,1,2,2,26,3,2,1,3,2,1,1
+1,4,24,4,2,2028,1,4,2,3,1,2,2,30,3,2,2,2,1,1,1
+1,1,6,2,0,1374,5,1,4,2,1,3,2,75,3,2,1,4,1,2,1
+1,1,12,2,2,1289,1,3,4,3,3,1,2,21,3,2,1,2,1,1,1
+0,1,36,2,2,2712,1,5,2,3,1,2,2,41,1,2,1,3,2,1,1
+1,1,15,4,2,975,1,3,2,1,1,3,2,25,3,2,2,3,1,1,1
+1,2,6,3,2,1050,1,1,4,3,1,1,2,35,2,2,2,4,1,2,2
+1,1,6,4,0,609,1,4,4,2,1,3,2,37,3,2,2,3,1,1,1
+1,1,48,2,1,4788,1,4,4,3,1,3,2,26,3,2,1,3,2,1,1
+1,2,24,2,2,3069,2,5,4,3,1,4,4,30,3,3,1,3,1,1,1
+0,2,12,2,0,836,2,2,4,2,1,2,2,23,1,2,1,2,1,1,1
+1,1,12,2,2,2577,1,3,2,1,1,1,3,42,3,2,1,3,1,1,1
+1,1,12,2,2,1620,1,3,2,2,2,3,2,30,3,2,1,3,1,1,1
+1,1,15,2,2,1845,1,2,4,2,3,1,2,46,3,1,1,3,1,1,1
+1,1,24,2,1,6579,1,1,4,3,1,2,4,29,3,3,1,4,1,2,1
+1,1,12,2,0,1893,1,3,4,2,3,4,2,29,3,2,1,3,1,2,1
+1,1,30,4,1,10623,1,5,3,3,1,4,4,38,3,3,3,4,2,2,1
+1,1,18,2,0,2249,2,4,4,3,1,3,3,30,3,2,1,4,2,2,1
+0,1,30,2,2,3108,1,2,2,1,1,4,2,31,3,2,1,2,1,1,1
+1,2,12,4,0,958,1,4,2,3,1,3,1,47,3,2,2,2,2,1,1
+1,4,24,2,1,9277,5,3,2,1,1,4,4,48,3,3,1,3,1,2,1
+1,4,24,4,10,6314,1,1,4,3,2,2,4,27,1,2,2,4,1,2,1
+1,1,12,4,1,1526,1,5,4,3,1,4,4,66,3,3,2,4,1,1,1
+1,1,12,2,2,3590,1,3,2,3,2,2,2,29,3,2,1,2,2,1,1
+1,1,24,4,1,6615,1,1,2,3,1,4,4,75,3,3,2,4,1,2,1
+1,1,6,4,2,1872,1,1,4,3,1,4,4,36,3,3,3,4,1,2,1
+1,4,12,2,0,2859,5,1,4,3,1,4,4,38,3,2,1,4,1,2,1
+1,4,18,4,3,1582,4,5,4,3,1,4,3,46,3,2,2,3,1,1,1
+1,4,6,2,8,1238,5,1,4,3,1,4,2,36,3,2,1,4,2,2,1
+1,1,12,2,2,2578,1,1,3,2,1,4,4,55,3,3,1,4,1,1,1
+1,1,15,4,2,1433,1,3,4,2,1,3,2,25,3,1,2,3,1,1,1
+1,1,42,2,2,7882,1,4,2,3,3,4,2,45,3,3,1,3,2,1,1
+1,1,24,2,2,4169,1,3,4,3,1,4,2,28,3,2,1,3,1,1,1
+1,1,36,2,2,3959,1,1,4,3,1,3,2,30,3,2,1,4,1,2,1
+1,1,36,2,0,3249,1,4,2,3,1,4,4,39,1,3,1,4,2,2,1
+1,1,24,2,2,3149,1,2,4,3,1,1,4,22,1,3,1,3,1,1,1
+0,1,12,4,2,2246,1,5,3,3,1,3,2,60,3,2,2,3,1,1,1
+1,1,13,4,9,1797,1,2,3,3,1,1,2,28,1,2,2,2,1,1,1
+1,1,20,4,2,4272,1,5,1,2,1,4,2,24,3,2,2,3,1,1,1
+1,1,24,4,1,2957,1,5,4,3,1,4,2,63,3,2,2,3,1,2,1
+1,1,36,4,2,2348,1,3,3,4,1,2,2,46,3,2,2,3,1,2,1
+1,3,42,0,9,6289,1,2,2,1,1,1,2,33,3,2,2,3,1,1,1
+1,1,24,4,1,6419,1,5,2,2,1,4,4,44,3,3,2,4,2,2,1
+0,1,48,4,1,6143,1,5,4,2,1,4,4,58,2,3,2,2,1,1,1
+1,4,24,4,6,1597,1,5,4,3,1,4,4,54,3,3,2,3,2,1,1
+1,1,36,2,10,15857,1,1,2,1,2,3,3,43,3,2,1,4,1,1,1
+1,4,24,4,3,2223,2,5,4,3,1,4,2,52,1,2,2,3,1,1,1
+1,4,48,3,3,7238,5,5,3,3,1,3,3,32,1,2,2,3,2,1,1
+1,2,30,3,9,2503,2,5,4,3,1,2,2,41,2,2,2,3,1,1,1
+1,2,18,2,9,2622,2,3,4,3,1,4,3,34,3,2,1,3,1,1,1
+1,2,24,2,2,4351,5,3,1,2,1,4,2,48,3,2,1,2,1,2,1
+1,2,6,2,3,368,5,5,4,3,1,4,2,38,3,2,1,3,1,1,1
+1,2,12,2,8,754,5,5,4,3,1,4,2,38,3,2,2,3,1,1,1
+1,4,24,4,3,2424,5,5,4,3,1,4,2,53,3,2,2,3,1,1,1
+1,2,48,3,9,6681,5,3,4,3,1,4,4,38,3,3,1,3,2,2,1
+1,2,18,3,9,2427,5,5,4,3,1,2,2,42,3,2,2,3,1,1,1
+0,2,24,4,3,1216,2,2,4,3,1,4,4,38,1,2,2,3,2,1,1
+1,2,6,2,3,753,1,3,2,2,3,3,1,64,3,2,1,3,1,1,1
+1,2,7,2,3,2576,1,3,2,3,3,2,1,35,3,2,1,3,1,1,2
+1,2,6,2,3,590,1,2,3,4,1,3,1,26,3,2,1,2,1,1,2
+1,2,8,2,3,1414,1,3,4,3,3,2,1,33,3,2,1,3,1,1,2
+1,2,12,2,3,1103,1,4,4,3,3,3,1,29,3,2,2,3,1,1,1
+1,2,12,3,3,585,1,3,4,4,2,4,1,20,3,1,2,3,1,1,1
+1,2,6,2,3,1068,1,5,4,3,1,4,3,28,3,2,1,3,2,1,1
+1,1,8,4,0,713,1,5,4,3,1,4,1,47,3,2,2,2,1,1,1
+1,2,12,2,3,1092,1,3,4,2,3,4,1,49,3,2,2,3,1,2,1
+1,2,7,2,3,2329,1,2,1,2,3,1,1,45,3,2,1,3,1,1,1
+1,2,13,4,3,882,1,2,4,3,3,4,1,23,3,2,2,3,1,1,1
+1,2,18,2,3,866,1,3,4,4,3,2,1,25,3,2,1,2,1,1,1
+1,2,7,2,3,2415,1,3,3,3,3,2,1,34,3,2,1,3,1,1,1
+1,2,13,2,3,2101,1,2,2,2,3,4,2,23,3,2,1,2,1,1,1
+1,2,18,2,3,1301,1,5,4,4,3,2,1,32,3,2,1,2,1,1,1
+1,2,18,2,3,1113,1,3,4,2,3,4,1,26,3,2,1,2,2,1,1
+1,2,8,2,3,760,1,4,4,2,3,2,1,44,3,2,1,2,1,1,1
+1,2,12,2,3,625,1,2,4,4,3,1,1,26,1,2,1,2,1,1,1
+1,3,6,4,0,1323,2,5,2,1,1,4,3,28,3,2,2,3,2,2,1
+1,1,9,4,3,1138,1,3,4,3,1,4,1,25,3,2,2,2,1,1,1
+1,2,18,4,3,1795,1,5,3,2,3,4,1,48,1,1,2,2,1,2,1
+1,2,15,4,3,2728,5,4,4,3,3,2,1,35,1,2,3,3,1,2,1
+1,2,6,2,3,484,1,4,3,4,3,3,1,28,1,2,1,2,1,1,1
+1,2,10,1,3,1048,1,3,4,3,1,4,1,23,2,2,1,2,1,1,1
+1,2,12,2,3,1155,1,5,3,4,3,3,1,40,1,2,2,2,1,1,1
+1,2,20,3,1,7057,5,4,3,3,1,4,2,36,1,1,2,4,2,2,1
+1,2,15,4,3,1537,5,5,4,3,3,4,1,50,3,2,2,3,1,2,1
+1,1,12,2,3,2214,1,3,4,3,1,3,2,24,3,2,1,2,1,1,1
+1,4,24,4,2,1585,1,4,4,3,1,3,2,40,3,2,2,3,1,1,1
+1,2,10,2,2,1521,1,3,4,1,1,2,3,31,3,2,1,2,1,1,1
+1,2,36,1,4,3990,5,2,3,2,1,2,4,29,1,2,1,1,1,1,1
+1,3,18,2,2,3049,1,2,1,2,1,1,2,45,2,2,1,2,1,1,1
+0,1,24,2,3,1282,2,3,4,2,1,2,3,32,3,2,1,2,1,1,1
+1,4,60,2,3,10144,2,4,2,2,1,4,1,21,3,2,1,3,1,2,1
+1,1,12,2,0,1168,1,3,4,4,1,3,1,27,3,2,1,2,1,1,1
+1,2,6,2,5,454,1,2,3,4,1,1,2,22,3,2,1,2,1,1,1
+1,4,15,3,1,3594,1,2,1,2,1,2,2,46,3,2,2,2,1,1,1
+1,4,12,2,2,1768,1,3,3,3,1,2,1,24,3,1,1,2,1,1,1
+1,4,60,3,3,15653,1,4,2,3,1,4,3,21,3,2,2,3,1,2,1
+1,3,12,3,0,2247,1,3,2,2,1,2,3,36,2,2,2,3,1,2,1
+1,4,24,2,3,1413,1,3,4,4,1,2,2,28,3,2,1,3,1,1,1
+1,2,45,4,1,4576,2,1,3,3,1,4,3,27,3,2,1,3,1,1,1
+1,1,24,4,3,1231,4,5,4,2,1,4,2,57,3,1,2,4,1,2,1
+0,1,36,2,1,8335,5,5,3,3,1,4,4,47,3,3,1,3,1,1,1
+1,2,36,4,1,5800,1,3,3,3,1,4,3,34,3,2,2,3,1,2,1
+1,1,18,3,6,8471,5,3,1,2,1,2,3,23,3,1,2,3,1,2,1
+1,1,30,2,2,3622,4,5,4,2,1,4,2,57,3,1,2,3,1,2,1
+1,1,6,4,3,1169,5,5,4,3,1,4,1,67,3,2,2,3,1,2,1
+1,4,15,2,4,1262,3,4,4,3,1,3,2,36,3,2,2,3,1,2,1
+1,3,24,4,2,3617,5,5,4,3,2,4,4,20,3,1,2,3,1,1,1
+1,2,30,4,0,2181,5,5,4,3,1,4,1,36,3,2,2,3,1,1,1
+0,1,48,1,9,7685,1,4,2,2,3,4,3,37,3,1,1,3,1,1,1
+1,4,48,4,6,6110,1,3,1,3,1,3,4,31,1,3,1,3,1,2,1
+1,4,24,2,0,3757,1,5,4,2,2,4,4,62,3,3,1,3,1,2,1
+1,1,42,4,5,3394,1,1,4,3,2,4,3,65,3,2,2,1,1,1,1
+1,4,36,4,9,6304,5,5,4,3,1,4,1,36,3,2,2,3,1,1,1
+1,4,9,4,6,1244,5,5,4,2,1,4,2,41,3,1,2,2,1,1,1
+1,4,6,2,0,3518,1,3,2,3,3,3,2,26,3,1,1,3,1,1,1
+1,4,36,0,5,2613,1,3,4,3,1,2,3,27,3,2,2,3,1,1,1
+1,1,48,2,6,7476,1,4,4,3,1,1,4,50,3,3,1,4,1,2,1
+0,4,24,2,9,4591,4,3,2,3,1,3,2,54,3,2,3,4,1,2,1
+0,2,18,2,2,1924,5,2,4,2,1,3,1,27,3,1,1,3,1,1,1
+0,2,72,2,3,5595,2,3,2,4,1,2,3,24,3,2,1,3,1,1,1
+0,2,48,3,6,6224,1,5,4,3,1,4,4,50,3,3,1,3,1,1,1
+1,3,15,2,6,1905,1,5,4,3,1,4,3,40,3,1,1,4,1,2,1
+1,4,21,3,1,2993,1,3,3,3,1,2,1,28,2,2,2,2,1,1,1
+1,4,36,3,1,8947,5,4,3,3,1,2,3,31,2,2,1,4,2,2,1
+1,1,24,2,2,4020,1,3,2,3,1,2,3,27,2,2,1,3,1,1,1
+1,2,18,2,1,2779,1,3,1,4,1,3,3,21,3,1,1,3,1,2,1
+1,4,21,2,0,2782,3,4,1,2,1,2,3,31,1,2,1,4,1,1,1
+1,4,12,2,0,1884,1,5,4,3,1,4,3,39,3,2,1,4,1,2,1
+1,4,36,4,1,11054,5,3,4,3,1,2,3,30,3,2,1,4,1,2,1
+1,2,60,3,3,9157,5,3,2,3,1,2,4,27,3,3,1,4,1,1,1
+1,2,42,1,1,9283,1,1,1,3,1,2,4,55,1,3,1,4,1,2,1
+1,4,60,2,0,6527,5,3,4,3,1,4,4,34,3,3,1,3,2,2,1
+1,4,15,4,1,3368,4,5,3,3,1,4,4,23,3,1,2,3,1,2,1
+1,1,15,2,0,2511,1,1,1,2,1,4,3,23,3,1,1,3,1,1,1
+1,1,36,2,1,5493,1,5,2,3,1,4,4,42,3,3,1,3,2,1,1
+1,4,6,2,4,1338,3,3,1,1,1,4,1,62,3,2,1,3,1,1,1
+1,2,9,2,3,1082,1,5,4,3,1,4,3,37,3,2,2,2,1,1,1
+1,4,18,4,3,1149,4,3,4,3,1,3,1,46,3,2,2,3,1,1,1
+1,2,15,2,5,1308,1,5,4,3,1,4,3,38,3,2,2,2,1,1,1
+1,2,20,0,1,6148,2,5,3,4,1,4,3,31,1,2,2,3,1,2,1
+1,4,12,2,2,1736,1,4,3,2,1,4,1,31,3,2,1,2,1,1,1
+1,4,12,2,3,3059,4,4,2,1,1,4,1,61,3,2,1,2,1,1,1
+0,1,24,2,2,2996,5,3,2,4,1,4,3,20,3,2,1,3,1,1,1
+1,4,30,4,1,7596,5,5,1,3,1,4,3,63,3,2,2,3,1,1,1
+1,4,30,2,1,4811,5,4,2,2,1,4,2,24,2,1,1,2,1,1,1
+1,4,6,2,2,1766,1,3,1,4,1,2,2,21,3,1,1,3,1,1,1
+1,2,24,2,1,2760,5,5,4,3,1,4,4,36,1,3,1,3,1,2,1
+1,4,24,4,5,5507,1,5,3,3,1,4,4,44,3,3,2,3,1,1,1
+1,2,9,2,6,1199,1,4,4,2,1,4,2,67,3,2,2,4,1,2,1
+1,3,24,2,2,2892,1,5,3,1,1,4,4,51,3,3,1,3,1,1,1
+1,2,36,3,0,2862,2,5,4,3,1,3,4,30,3,3,1,3,1,1,1
+0,1,9,2,0,654,1,3,4,3,1,3,3,28,3,2,1,2,1,1,1
+0,2,9,4,6,1136,4,5,4,3,1,3,4,32,3,3,2,3,2,1,1
+0,2,24,2,1,4113,3,2,3,2,1,4,3,28,3,1,1,3,1,1,1
+0,2,6,2,0,14555,5,1,1,3,1,2,2,23,3,2,1,1,1,2,1
+0,1,15,0,0,950,1,5,4,3,1,3,3,33,3,1,2,3,2,1,1
+0,1,24,4,0,1199,1,5,4,3,1,4,3,60,3,2,2,2,1,1,1
+0,1,12,0,0,1082,1,3,4,3,1,4,3,48,1,2,2,3,1,1,1
+0,2,30,2,0,2150,1,3,4,2,3,2,4,24,1,2,1,3,1,1,1
+0,2,36,4,0,2820,1,2,4,1,1,4,3,27,3,2,2,3,1,1,1
+0,2,48,2,3,3060,1,4,4,3,1,4,1,28,3,2,2,3,1,1,1
+0,1,18,2,3,2600,1,3,4,3,1,4,4,65,3,3,2,3,1,1,1
+0,4,21,0,0,5003,5,3,1,2,1,4,2,29,1,2,2,3,1,2,1
+0,2,60,2,6,6288,1,3,4,3,1,4,4,42,3,3,1,3,1,1,1
+0,4,24,3,0,2538,1,5,4,3,1,4,3,47,3,2,2,2,2,1,1
+0,4,9,2,3,1478,1,4,4,3,1,2,3,22,3,2,1,3,1,1,1
+0,2,39,4,3,4933,1,4,2,3,3,2,1,25,3,2,2,3,1,1,1
+0,4,18,4,0,1530,1,3,3,3,1,2,2,32,1,2,2,3,1,1,1
+0,2,9,1,0,1437,2,4,2,3,1,3,4,29,3,2,1,3,1,1,1
+0,1,15,2,4,1275,5,3,4,2,1,2,3,24,3,1,1,3,1,1,1
+0,1,24,2,3,1823,1,1,4,3,1,2,3,30,2,2,1,4,2,1,1
+0,1,9,2,0,1422,1,2,3,3,1,2,4,27,3,3,1,4,1,2,1
+0,1,18,2,4,1217,1,3,4,4,1,3,1,47,3,2,1,2,1,2,1
+0,1,36,2,0,9271,1,4,2,3,1,1,3,24,3,2,1,3,1,2,1
+0,1,36,3,9,2145,1,4,2,3,1,1,3,24,3,2,2,3,1,2,1
+0,1,36,2,0,1842,1,2,4,2,1,4,3,34,3,2,1,3,1,2,1
+0,2,18,3,2,4297,1,5,4,1,1,3,4,40,3,2,1,4,1,2,1
+0,1,6,4,2,3384,1,3,1,1,1,4,1,44,3,1,1,4,1,2,1
+0,2,18,4,3,1245,1,3,4,4,1,2,3,33,3,2,1,3,1,1,1
+0,4,15,2,6,4623,2,3,3,3,1,2,2,40,3,2,1,4,1,2,1
+0,2,30,4,2,8386,1,4,2,3,1,2,2,49,3,2,1,3,1,1,1
+0,1,24,3,3,1024,1,2,4,4,1,4,1,48,2,2,1,3,1,1,1
+0,2,36,2,0,14318,1,5,4,3,1,2,4,57,3,3,1,4,1,2,1
+0,2,6,1,6,433,4,2,4,2,1,2,2,24,1,1,1,3,2,1,1
+0,1,12,1,3,2149,1,3,4,1,1,1,4,29,3,3,1,3,1,1,1
+0,4,24,2,3,2397,3,5,3,3,1,2,3,35,1,2,2,3,1,2,1
+0,2,6,1,0,931,2,2,1,2,1,1,2,32,2,2,1,2,1,1,1
+0,2,15,3,5,1512,4,3,3,4,1,3,2,61,2,2,2,3,1,1,1
+0,2,24,0,9,4241,1,3,1,3,1,4,1,36,3,2,3,2,1,2,1
+0,2,24,4,2,4736,1,2,2,2,1,4,3,25,1,2,1,2,1,1,1
+0,2,15,0,0,1778,1,2,2,2,1,1,1,26,3,1,2,1,1,1,1
+0,3,15,2,3,2327,1,2,2,2,1,3,1,25,3,2,1,2,1,1,1
+0,1,24,1,2,6872,1,2,2,1,1,1,2,55,1,2,1,3,1,2,1
+0,1,12,2,6,795,1,2,4,2,1,4,2,53,3,2,1,3,1,1,1
+0,3,30,3,9,1908,1,5,4,3,1,4,1,66,3,2,1,4,1,2,1
+0,2,36,0,9,1953,1,5,4,3,1,4,4,61,3,3,1,4,1,2,1
+0,3,18,2,2,2864,1,3,2,3,1,1,1,34,3,2,1,2,2,1,1
+0,3,21,4,6,2319,1,2,2,1,1,1,3,33,3,1,1,3,1,1,1
+0,1,24,2,0,915,5,5,4,2,1,2,3,29,1,2,1,3,1,1,1
+0,3,24,2,0,947,1,4,4,3,1,3,4,38,1,3,1,3,2,1,1
+0,1,24,2,0,1381,5,3,4,2,1,2,2,35,3,2,1,3,1,1,1
+0,1,24,2,0,1285,5,4,4,2,1,4,4,32,3,1,1,3,1,1,1
+0,1,24,2,0,1371,5,3,4,2,1,4,1,25,3,1,1,3,1,1,1
+0,2,18,2,0,1042,5,3,4,2,1,2,2,33,3,2,1,3,1,1,1
+0,1,12,2,0,900,5,3,4,4,1,2,3,23,3,2,1,3,1,1,1
+0,1,24,2,0,1207,1,2,4,2,1,4,2,24,3,1,1,3,1,1,1
+0,2,18,0,0,2278,2,2,3,2,1,3,3,28,3,2,2,3,1,1,1
+0,1,60,3,9,6836,1,5,3,3,1,4,4,63,3,2,2,3,1,2,1
+0,1,24,2,2,3345,1,5,4,3,1,2,2,39,3,1,1,4,1,2,1
+0,1,6,1,6,1198,1,5,4,2,1,4,4,35,3,3,1,3,1,1,1
+0,2,48,2,9,15672,1,3,2,3,1,2,3,23,3,2,1,3,1,2,1
+0,1,60,2,9,7297,1,5,4,3,2,4,4,36,3,1,1,3,1,1,1
+0,4,18,2,5,1943,1,2,4,2,1,4,1,23,3,2,1,3,1,1,1
+0,1,18,2,3,3190,1,3,2,2,1,2,1,24,3,2,1,3,1,1,1
+0,2,9,1,1,5129,1,5,2,2,1,4,4,74,1,3,1,4,2,2,1
+0,4,18,3,2,1808,1,4,4,2,1,1,1,22,3,2,1,3,1,1,1
+0,3,10,2,0,1240,2,5,1,2,1,4,4,48,3,3,1,2,2,1,1
+0,1,12,2,0,759,1,4,4,3,1,2,1,26,3,2,1,3,1,1,1
+0,2,8,2,2,1237,1,3,3,2,1,4,1,24,3,2,1,3,1,1,1
+0,4,9,2,2,1980,1,2,2,2,2,2,3,19,3,1,2,3,1,1,1
+0,2,48,2,3,10961,4,4,1,3,2,2,4,27,1,2,2,3,1,2,1
+0,1,36,3,6,6887,1,3,4,3,1,3,2,29,2,2,1,3,1,2,1
+0,1,24,2,3,1938,1,2,4,1,1,3,2,32,3,2,1,3,1,1,1
+0,1,21,2,3,1835,1,3,3,2,1,2,1,25,3,2,2,3,1,2,1
+0,1,24,3,3,1659,1,2,4,2,1,2,3,29,3,1,1,2,1,2,1
+0,2,6,3,0,1209,1,1,4,3,1,4,2,47,3,2,1,4,1,2,1
+0,2,48,0,9,3844,2,4,4,3,1,4,4,34,3,3,1,2,2,1,1
+0,1,12,4,0,4843,1,5,3,3,2,4,2,43,3,1,2,3,1,2,1
+0,2,12,2,5,639,1,3,4,3,1,2,3,30,3,2,1,3,1,1,1
+0,2,48,2,3,5951,1,3,2,2,1,2,1,22,3,2,1,3,1,1,1
+0,2,36,0,3,3804,1,3,4,2,1,1,3,42,3,2,1,3,1,2,1
+0,4,36,3,3,4463,1,3,4,3,1,2,3,26,3,2,2,4,1,2,1
+0,4,36,3,9,7980,5,2,4,3,1,4,3,27,3,1,2,3,1,2,1
+0,3,36,2,3,4210,1,3,4,3,1,2,3,26,3,2,1,3,1,1,1
+0,4,6,2,2,4611,1,2,1,2,1,4,2,32,3,2,1,3,1,1,1
+0,2,24,2,1,11560,1,3,1,2,1,4,3,23,3,1,2,4,1,1,1
+0,4,18,0,9,4165,1,3,2,3,1,2,3,36,2,2,2,3,2,1,1
+0,2,24,2,2,4057,1,4,3,1,1,3,3,43,3,2,1,3,1,2,1
+0,4,18,1,0,6458,1,5,2,3,1,4,4,39,1,2,2,4,2,2,1
+0,4,12,2,0,1386,3,3,2,2,1,2,2,26,3,2,1,3,1,1,1
+0,1,36,2,6,1977,5,5,4,3,1,4,4,40,3,2,1,4,1,2,1
+0,2,18,4,2,1928,1,2,2,3,1,2,1,31,3,2,2,2,1,1,1
+0,4,12,2,2,1123,3,3,4,2,1,4,3,29,3,1,1,2,1,1,1
+0,2,24,2,10,11328,1,3,2,3,2,3,3,29,1,2,2,4,1,2,1
+0,2,24,4,10,11938,1,3,2,3,2,3,3,39,3,2,2,4,2,2,1
+0,2,27,4,3,2520,3,3,4,3,1,2,2,23,3,2,2,2,1,1,1
+0,2,30,3,3,1919,2,2,4,3,1,3,4,30,2,2,2,4,1,1,1
+0,2,60,1,10,14782,2,5,3,2,1,4,4,60,1,3,2,4,1,2,1
+0,2,36,2,3,2671,2,3,4,2,2,4,4,50,3,3,1,3,1,1,1
+0,2,36,2,6,12612,2,3,1,3,1,4,4,47,3,3,1,3,2,2,1
+0,2,45,2,3,3031,2,3,4,3,3,4,2,21,3,1,1,3,1,1,1
+0,1,12,1,3,626,1,3,4,2,1,4,1,24,1,2,1,2,1,1,1
+0,2,24,4,9,1935,1,5,4,1,1,4,1,31,3,2,2,3,1,2,1
+0,3,24,4,0,1344,5,4,4,3,1,2,1,37,1,2,2,2,2,1,1
+0,4,18,2,2,1533,1,2,4,4,2,1,2,43,3,2,1,2,2,1,1
+0,1,48,2,0,3931,1,4,4,3,1,4,4,46,3,3,1,3,2,1,1
+0,1,24,1,2,3349,3,2,4,3,1,4,4,30,3,3,1,3,2,2,1
+0,1,36,2,3,2302,1,3,4,1,1,4,3,31,3,1,1,3,1,1,1
+0,1,42,2,3,3965,1,2,4,3,1,3,3,34,3,2,1,3,1,1,1
+0,1,12,2,3,727,2,2,4,4,1,3,4,33,3,2,1,2,1,2,1
+0,4,48,2,9,3914,5,3,4,1,1,2,1,38,1,2,1,3,1,1,1
+0,1,48,2,9,4308,1,2,3,2,1,4,2,24,3,1,1,3,1,1,1
+0,2,12,2,3,1534,1,2,1,4,1,1,1,23,3,1,1,3,1,1,1
+0,4,18,4,0,2775,1,4,2,3,1,2,2,31,1,2,2,3,1,1,1
+0,1,40,4,6,5998,1,3,4,3,1,3,4,27,1,2,1,3,1,2,1
+0,3,15,4,3,1271,5,3,3,3,1,4,4,39,3,3,2,3,1,2,1
+0,2,12,2,0,1295,1,2,3,2,1,1,3,25,3,1,1,3,1,1,1
+0,2,36,2,1,9398,1,2,1,4,1,4,3,28,3,1,1,4,1,2,1
+0,2,12,2,2,951,2,2,4,2,1,4,3,27,1,1,4,3,1,1,1
+0,2,24,2,0,1355,1,2,3,2,1,4,3,25,3,2,1,2,1,2,1
+0,1,48,2,4,3051,1,3,3,3,1,4,3,54,3,2,1,3,1,1,1
+0,4,36,4,0,7855,1,3,4,2,1,2,1,25,2,2,2,3,1,2,1
+0,4,18,2,3,433,1,1,3,2,2,4,1,22,3,1,1,3,1,1,1
+0,4,36,3,9,9572,1,2,1,1,1,1,3,28,3,2,2,3,1,1,1
+0,2,24,1,6,1837,1,4,4,2,1,4,4,34,1,3,1,2,1,1,1
+0,2,30,4,0,4249,1,1,4,4,1,2,3,28,3,2,2,4,1,1,1
+0,2,30,4,0,5234,1,1,4,4,1,2,3,28,3,2,2,4,1,1,1
+0,1,48,2,3,6758,1,3,3,2,1,2,3,31,3,2,1,3,1,2,1
+0,1,9,2,3,1366,1,2,3,2,1,4,2,22,3,1,1,3,1,1,1
+0,1,24,1,10,1358,5,5,4,3,1,3,3,40,2,2,1,4,1,2,1
+0,1,18,2,2,2473,1,1,4,3,1,1,3,25,3,2,1,1,1,1,1
+0,3,9,0,3,1337,1,2,4,3,1,2,3,34,3,2,2,4,1,2,1
+0,1,48,2,0,7763,1,5,4,3,1,4,4,42,1,3,1,4,1,1,1
+0,2,15,1,0,1264,2,3,2,4,1,2,2,25,3,1,1,3,1,1,1
+0,2,15,2,0,2631,2,3,2,2,1,4,3,28,3,1,2,3,1,2,1
+0,2,48,2,0,6560,2,4,3,3,1,2,2,24,3,2,1,3,1,1,1
+0,1,24,2,0,3123,1,2,4,2,1,1,2,27,3,2,1,3,1,1,1
+0,1,36,4,6,8065,1,3,3,2,1,2,4,25,3,2,2,4,1,2,1
+0,1,24,2,3,2439,1,2,4,2,1,4,1,35,3,2,1,3,1,2,1
+0,2,36,2,2,9034,2,2,4,3,2,1,4,29,3,1,1,4,1,2,1
+0,2,60,2,0,14027,1,4,4,3,1,2,4,27,3,2,1,4,1,2,1
+0,1,36,4,1,9629,1,4,4,3,1,4,3,24,3,2,2,3,1,2,1
+0,2,12,2,3,1484,5,3,2,4,1,1,1,25,3,2,1,3,1,2,1
+0,1,18,2,2,1131,1,1,4,2,1,2,3,33,3,2,1,3,1,1,1
+0,2,24,3,2,2064,1,1,3,2,1,2,2,34,3,2,1,4,1,2,1
+0,2,18,2,1,12976,1,1,3,2,1,4,4,38,3,3,1,4,1,2,1
+0,4,21,3,9,2580,3,2,4,3,1,2,1,41,1,2,1,2,2,1,1
+0,4,27,2,0,2570,1,3,3,2,1,3,1,21,3,1,1,3,1,1,1
+0,2,27,2,9,3915,1,3,4,3,1,2,3,36,3,2,1,3,2,2,1
+0,4,10,2,0,1309,5,3,4,3,3,4,2,27,3,2,1,2,1,1,1
+0,1,24,2,0,4817,1,4,2,3,2,3,2,31,3,2,1,3,1,2,1
+0,1,12,2,0,2579,1,2,4,3,1,1,1,33,3,2,1,2,2,1,1
+0,2,36,3,0,2225,1,5,4,3,1,4,4,57,1,3,2,3,1,2,1
+0,1,18,2,2,4153,1,3,2,3,2,3,3,42,3,2,1,3,1,1,1
+0,1,18,0,2,3114,1,2,1,2,1,4,2,26,3,1,1,3,1,1,1
+0,1,18,4,2,2124,1,3,4,2,1,4,1,24,3,1,2,3,1,1,1
+0,1,18,1,2,1553,1,3,4,3,1,3,3,44,1,2,1,3,1,1,1
+0,1,30,2,2,2406,1,4,4,2,1,4,1,23,3,1,1,3,1,1,1
+0,1,24,3,0,1333,1,1,4,3,1,2,1,43,3,3,2,3,2,1,1
+0,1,48,0,2,7119,1,3,3,3,1,4,4,53,3,3,2,3,2,1,1
+0,1,24,3,0,4870,1,3,3,3,1,4,4,53,3,3,2,3,2,1,1
+0,1,12,4,0,691,1,5,4,3,1,3,2,35,3,2,2,3,1,1,1
+0,1,42,3,3,4370,1,4,3,3,1,2,2,26,1,2,2,3,2,2,1
+0,1,36,1,2,2746,1,5,4,3,1,4,3,31,1,2,1,3,1,1,1
+0,1,24,0,2,4110,1,5,3,3,1,4,4,23,1,1,2,3,2,1,1
+0,1,18,2,2,2462,1,3,2,3,1,2,3,22,3,2,1,3,1,1,1
+0,1,12,2,2,1282,1,3,2,2,1,4,3,20,3,1,1,3,1,1,1
+0,2,12,0,2,2969,1,2,4,2,1,3,2,25,3,1,2,3,1,1,1
+0,1,48,0,1,4605,1,5,3,3,1,4,4,24,3,3,2,3,2,1,1
+0,1,48,4,1,6331,1,5,4,3,1,4,4,46,3,3,2,3,1,2,1
+0,1,24,1,2,3552,1,4,3,3,1,4,3,27,1,2,1,3,1,1,1
+0,1,12,1,0,697,1,2,4,3,1,2,3,46,1,2,2,3,1,2,1
+0,1,24,2,0,1442,1,4,4,2,1,4,3,23,3,1,2,3,1,1,1
+0,1,27,0,9,5293,1,1,2,3,1,4,2,50,3,2,2,3,1,2,1
+0,1,21,3,6,3414,1,2,2,3,1,1,2,26,2,2,2,3,1,1,1
+0,1,18,2,2,2039,1,3,1,2,1,4,1,20,3,1,1,3,1,1,1
+0,1,24,1,9,3161,1,3,4,3,1,2,2,31,1,1,1,3,1,2,1
+0,1,12,2,8,902,1,4,4,4,1,4,2,21,3,1,1,3,1,1,1
+0,1,48,2,1,10297,1,4,4,3,1,4,4,39,3,3,3,3,2,2,1
+0,2,48,0,9,14421,1,3,2,3,1,2,3,25,2,2,1,3,1,2,1
+0,2,18,4,0,1056,1,5,3,3,3,3,1,30,3,2,2,3,1,1,1
+0,1,12,2,0,1274,1,2,3,2,1,1,1,37,1,2,1,2,1,1,1
+0,2,12,2,0,1223,1,5,1,1,1,1,1,46,3,1,2,3,1,1,1
+0,1,12,2,0,1372,1,4,2,1,1,3,3,36,3,2,1,3,1,1,1
+0,1,16,4,0,2625,1,5,2,3,3,4,2,43,3,1,1,3,1,2,2
+0,1,20,4,0,2235,1,3,4,4,3,2,2,33,1,1,2,3,1,1,2
+0,2,9,2,2,959,1,3,1,2,1,2,3,29,1,2,1,3,1,1,1
+0,2,18,4,0,884,1,5,4,3,1,4,3,36,3,2,1,3,2,2,1
+0,2,24,2,0,1246,1,2,4,3,1,2,1,23,1,2,1,2,1,1,1
+0,2,36,3,0,8086,2,5,2,3,1,4,3,42,2,2,4,4,1,2,1
+0,4,48,4,0,10127,3,3,2,3,1,2,4,44,3,3,1,3,1,1,1
+0,2,12,2,0,888,1,5,4,3,1,4,3,41,1,2,1,2,2,1,1
+0,4,12,2,6,719,1,5,4,3,1,4,3,41,1,2,1,2,2,1,1
+0,2,36,2,0,12389,5,3,1,3,1,4,4,37,1,3,1,3,1,2,1
+0,1,12,2,3,709,1,5,4,3,1,4,1,57,3,2,1,2,1,1,1
+0,2,15,1,0,6850,2,1,1,3,1,2,2,34,2,2,1,4,2,2,1
+0,4,10,2,2,2210,1,3,2,3,1,2,1,25,3,1,1,2,1,1,1
+0,4,30,1,1,7485,5,1,4,2,1,1,1,53,1,2,1,4,1,2,1
+0,1,18,1,0,1442,1,4,4,3,1,4,4,32,1,3,2,2,2,1,1
+0,4,12,4,3,797,5,5,4,2,1,3,2,33,3,2,1,2,2,1,1
+0,2,45,4,3,4746,1,2,4,3,1,2,2,24,1,2,2,2,1,1,1
+0,3,12,4,0,939,3,4,4,4,1,2,1,28,3,2,3,3,1,2,1
+0,2,21,2,9,1188,1,5,2,2,1,4,2,39,3,2,1,3,2,1,1
+0,4,48,4,1,11590,2,3,2,2,1,4,3,24,3,1,2,2,1,1,1
+0,3,12,1,9,609,1,2,4,2,1,1,1,26,1,2,1,1,1,1,1
+0,1,18,4,5,1190,1,1,2,2,1,4,4,55,3,3,3,1,2,1,1
+0,2,21,2,9,2767,2,5,4,1,1,2,3,61,3,1,2,2,1,1,1
+0,2,30,2,2,3441,2,3,2,2,2,4,3,21,1,1,1,3,1,1,1
+0,2,30,0,9,4280,2,3,4,2,1,4,3,26,3,1,2,2,1,1,1
+0,2,24,2,3,3092,2,2,3,4,1,2,3,22,3,1,1,3,1,2,1
+0,4,18,2,0,6761,5,3,2,3,1,4,3,68,2,1,2,3,1,1,1
+0,2,12,2,3,1331,1,2,2,3,1,1,3,22,3,2,1,3,1,1,1
+0,2,54,0,9,15945,1,2,3,3,1,4,4,58,3,1,1,3,1,2,1
+0,1,24,2,2,3234,1,2,4,2,1,4,1,23,3,1,1,2,1,2,1
+0,2,15,2,3,802,1,5,4,3,1,3,3,37,3,2,1,3,2,1,1
+0,2,48,2,2,9960,1,2,1,2,1,2,3,26,1,2,1,3,1,2,1
+0,4,24,3,9,8648,1,2,2,3,1,2,3,27,1,2,2,3,1,2,1
+0,1,18,2,3,1345,1,3,4,4,1,3,1,26,3,2,1,3,1,1,1
+0,1,45,2,3,1845,1,3,4,3,1,4,4,23,3,3,1,3,1,2,1
+0,1,21,1,0,1647,5,3,4,3,1,2,2,40,1,2,2,2,2,1,1
+0,4,48,2,9,4844,1,1,3,3,1,2,3,33,3,1,1,4,1,2,1
+0,2,27,0,9,8318,1,5,2,2,1,4,4,42,2,3,2,4,1,2,1
+0,3,18,2,3,2100,1,3,4,3,2,2,1,37,3,2,1,3,1,1,1
+0,1,45,0,9,11816,1,5,2,3,1,4,3,29,3,1,2,3,1,1,1
+0,1,6,2,6,448,1,2,4,2,1,4,2,23,3,2,1,3,1,1,1
+0,1,30,2,5,11998,1,2,1,1,1,1,4,34,1,2,1,2,1,2,1
+0,2,48,0,10,18424,1,3,1,2,1,2,2,32,1,2,1,4,1,2,2
+0,1,6,2,0,14896,1,5,1,3,1,4,4,68,1,2,1,4,1,2,1
+0,2,12,2,2,2762,5,5,1,2,1,2,2,25,3,2,1,3,1,2,1
+0,1,12,2,1,3386,1,5,3,3,1,4,4,35,3,3,1,3,1,2,1
+0,2,24,2,3,2039,1,2,1,4,1,1,2,22,3,2,1,3,1,2,1
+0,4,18,3,9,2169,1,3,4,4,1,2,3,28,3,2,1,3,1,2,1
+0,2,48,4,2,5096,1,3,2,2,1,3,3,30,3,2,1,4,1,2,1
+0,1,18,2,3,1882,1,3,4,2,1,4,3,25,1,1,2,3,1,1,1
+0,1,48,2,3,6999,1,4,1,4,3,1,1,34,3,2,2,3,1,2,1
+0,4,12,4,9,2292,1,1,4,3,1,2,3,42,2,2,2,4,1,2,1
+0,1,14,2,0,8978,1,5,1,1,1,4,2,45,3,2,1,4,1,2,2
+0,1,12,2,3,674,2,4,4,4,1,1,2,20,3,2,1,3,1,1,1
+0,1,18,2,0,976,1,2,1,2,1,2,3,23,3,2,1,2,1,1,1
+0,2,24,2,0,2718,1,3,3,2,1,4,2,20,3,1,1,2,1,2,1
+0,1,18,2,6,750,1,1,4,2,1,1,1,27,3,2,1,1,1,1,1
+0,2,24,2,1,12579,1,5,4,2,1,2,4,44,3,3,1,4,1,2,1
+0,1,18,2,1,7511,5,5,1,3,1,4,2,51,3,3,1,3,2,2,1
+0,1,18,4,0,3966,1,5,1,2,1,4,1,33,1,1,3,3,1,2,1
+0,1,12,0,3,6199,1,3,4,3,1,2,2,28,3,1,2,3,1,2,1
+0,1,24,2,3,1987,1,3,2,3,1,4,1,21,3,1,1,2,2,1,1
+0,1,24,2,0,2303,1,5,4,3,2,1,1,45,3,2,1,3,1,1,1
+0,4,21,4,0,12680,5,5,4,3,1,4,4,30,3,3,1,4,1,2,1
+0,2,12,2,3,6468,5,1,2,3,1,1,4,52,3,2,1,4,1,2,1
+0,1,30,2,2,6350,5,5,4,3,1,4,2,31,3,2,1,3,1,1,1
diff --git a/xai_compare/datasets.py b/xai_compare/datasets.py
index d3f5d52..76ad8a5 100644
--- a/xai_compare/datasets.py
+++ b/xai_compare/datasets.py
@@ -1,11 +1,17 @@
+import os
 import pandas as pd
 from sklearn.preprocessing import MinMaxScaler
 from sklearn.datasets import fetch_california_housing
+import pkg_resources
 
 
 # github_data_url = "https://github.com/emunaran/xai-compare/tree/main/data"
 
-data_dir = '../../data'
+def get_data_path(filename):
+    """
+    Get the full path to a data file included in the package.
+    """
+    return pkg_resources.resource_filename('xai_compare', filename)
 
 
 def german_credit():
@@ -39,10 +45,10 @@ def german_credit():
         data, target = xai_compare.datasets.german_credit()
     """
 
-    # read the dataset
-    dataset_dir = f'{data_dir}/german_credit_score/german_credit.csv'
+    dataset_path = get_data_path('data/german_credit_score/german_credit.csv')
 
-    df = pd.read_csv(dataset_dir)
+    # read the dataset
+    df = pd.read_csv(dataset_path)
     
     X = df.iloc[:, 1:]
     y = df.Creditability
@@ -90,9 +96,9 @@ def diabetes():
 
     """
 
-    dataset_dir = f'{data_dir}/diabetes/diabetes.csv'
+    dataset_path = get_data_path('data/diabetes/diabetes.csv')
 
-    df = pd.read_csv(dataset_dir)
+    df = pd.read_csv(dataset_path)
 
     X = df.iloc[:, :-1]
     y = df.Outcome
diff --git a/xai_compare/factory.py b/xai_compare/factory.py
index 017dffa..c1b59c3 100644
--- a/xai_compare/factory.py
+++ b/xai_compare/factory.py
@@ -105,7 +105,6 @@ def create(self, explainer_type: string) -> Explainer:
 import numpy as np
 
 # Local application imports
-from xai_compare import comparison
 from xai_compare.config import MODE, EXPLAINERS, COMPARISON_TECHNIQUES
 
 
@@ -146,7 +145,7 @@ def __init__(self,
 
 
 
-    def create(self, comparison_type: string) -> comparison.Comparison:
+    def create(self, comparison_type: string):
         """
         Creates and returns a comparison object based on the specified type.
 
@@ -167,8 +166,10 @@ def create(self, comparison_type: string) -> comparison.Comparison:
 
 
         if comparison_type == "feature_selection":
+            # Importing locally to avoid circular dependency
+            from xai_compare.comparison import FeatureElimination
             if self.model:
-                feature_selectionTchn = comparison.FeatureElimination(model = self.model,
+                feature_selectionTchn = FeatureElimination(model = self.model,
                                                          data = self.data,
                                                          target = self.y,
                                                          custom_explainer = self.custom_explainer,
@@ -183,8 +184,10 @@ def create(self, comparison_type: string) -> comparison.Comparison:
             return feature_selectionTchn
         
         elif comparison_type == "consistency":
+            # Importing locally to avoid circular dependency
+            from xai_compare.comparison import Consistency
             if self.model:
-                consistencyTchn = comparison.Consistency(model = self.model,
+                consistencyTchn = Consistency(model = self.model,
                                                          data = self.data,
                                                          target = self.y,
                                                          custom_explainer = self.custom_explainer,
diff --git a/xai_compare/main.py b/xai_compare/main.py
deleted file mode 100644
index 959e616..0000000
--- a/xai_compare/main.py
+++ /dev/null
@@ -1,80 +0,0 @@
-# ----------------------------------------------------------------------------------------------------
-# Main file for testing
-#
-#
-# ------------------------------------------------------------------------------------------------------
-
-# Standard library imports
-import pandas as pd
-import numpy as np
-
-# Third party imports
-from sklearn.datasets import fetch_california_housing
-from sklearn.ensemble import RandomForestRegressor
-from sklearn.model_selection import train_test_split
-from sklearn.preprocessing import StandardScaler
-import matplotlib.pyplot as plt
-import seaborn as sns
-
-# Local application imports
-from xai_compare.factory import ExplainerFactory
-from xai_compare.explainer_utilities import run_and_collect_explanations
-
-
-# Use a dataset from the sklearn library for housing prices
-dataset_1 = fetch_california_housing(as_frame=True)
-X = dataset_1['data']
-y = dataset_1['target']
-
-# Cut dataset for processing speed goal
-X_small = X[:1000]
-y_small = y[:1000]
-
-# Splits into X and Y first and then splits it further into validation data and training data
-X_train, X_test, y_train, y_test = train_test_split(X_small, y_small, test_size=0.2)
-
-
-# Initialize the scaler
-scaler = StandardScaler()
-
-# Normalize the training data
-train_X_scaled = scaler.fit_transform(X_train)
-
-# Normalize the validation data using the same scaler
-val_X_scaled = scaler.transform(X_test)
-
-# Convert scaled data back to DataFrame
-X_train = pd.DataFrame(train_X_scaled, columns=X_train.columns)
-X_test = pd.DataFrame(val_X_scaled, columns=X_test.columns)
-
-
-# Create a random forest model then train it
-my_model = RandomForestRegressor(random_state=0)
-my_model.fit(X_train, y_train)
-print('\n Model trained')
-
-# Initialize the ExplainerFactory with the trained model and data splits.
-
-expl_fctry = ExplainerFactory(my_model, X_train, X_test, y_train, y_test)
-
-results = run_and_collect_explanations(expl_fctry, X_test)
-print(results)
-
-def plot_lime_shap(data, shap_column, lime_column):
-    
-    colors = sns.color_palette("deep")
-    plt.figure(figsize=(8, 6))    
-    
-    bar_positions = np.arange(len(data))  # Positions of the bars
-    bar_width = 0.35  # Bar widths
-
-    plt.barh(bar_positions - bar_width/2, data[shap_column], height=bar_width, label='SHAP', color=colors[0])  # PSHAP values
-    plt.barh(bar_positions + bar_width/2, data[lime_column], height=bar_width, label='LIME', color=colors[1])  # LIME values
-    plt.yticks(bar_positions, data.index)  #labels
-
-    plt.title('Feature Importances from SHAP and LIME')
-    plt.legend()
-    plt.show()
-
-plot_lime_shap(results, 'SHAP Value', 'LIME Value')
-print('\n plotting completed')
\ No newline at end of file


Test patch:
diff --git a/data/fico/test.csv b/xai_compare/data/fico/test.csv
similarity index 100%
rename from data/fico/test.csv
rename to xai_compare/data/fico/test.csv