├── README.md └── heart_statlog_cleveland_hungary_final.csv /README.md: -------------------------------------------------------------------------------- 1 | # Heart Disease Prediction Using Feature selection and Machine Learning Ensemble 2 | 3 | ## About Heart disease 4 | 5 | Heart Disease (including Coronary Heart Disease, Hypertension, and Stroke) remains the No. 1 cause of death in the US.The Heart Disease and Stroke Statistics—2019 Update from the **American Heart Association** indicates that: 6 | * 116.4 million, or 46% of US adults are estimated to have hypertension. These are findings related to the new 2017 Hypertension Clinical Practice Guidelines. 7 | * On average, someone dies of CVD every 38 seconds. About 2,303 deaths from CVD each day, based on 2016 data. 8 | * On average, someone dies of a stroke every 3.70 minutes. About 389.4 deaths from stroke each day, based on 2016 data. 9 | 10 | ## Project Overview 11 | 12 | In this Project I will try to unleash useful insights using this heart disease datasets and will perform feature selection to build Soft Voting Ensemble model by combining the power of best performing machine learning algorithms. 13 | 14 | This Project is divided into 13 major steps which are as follows: 15 | 16 | 1. [Data description](#data-desc) 17 | 2. [Importing Libraries & setting up environment](#imp-lib) 18 | 3. [Loading dataset](#data-load) 19 | 4. [Data Cleaning & Preprocessing](#data-prep) 20 | 5. [Exploratory Data Analysis](#data-eda) 21 | 6. [OUtlier Detection & Removal](#data-out) 22 | 7. [Training & Test Split](#data-train) 23 | 8. [Cross Validation](#cross-val) 24 | 9. [Model Building](#data-model) 25 | 10. [Model evaluation & comparison](#model-eval)
26 | 11. [Feature Selection](#model-eval)
27 | 12. [Model Evaluation](#model-inter) 28 | 13. [Conclusion](#data-conc) 29 | 30 | ## About Data 31 | 32 | This dataset consists of 11 features and a target variable. It has 6 nominal variables and 5 numeric variables. The detailed description of all the features are as follows: 33 | 34 | **1. Age:** Patients Age in years (Numeric)
35 | **2. Sex:** Gender of patient (Male - 1, Female - 0) (Nominal)
36 | **3. Chest Pain Type:** Type of chest pain experienced by patient categorized into 1 typical, 2 typical angina, 3 non-anginal pain, 4 asymptomatic (Nominal)
37 | **4. resting bp s:** Level of blood pressure at resting mode in mm/HG (Numerical)
38 | **5. cholestrol:** Serum cholestrol in mg/dl (Numeric)
39 | **6. fasting blood sugar:** Blood sugar levels on fasting > 120 mg/dl represents as 1 in case of true and 0 as false (Nominal)
40 | **7. resting ecg:** Result of electrocardiogram while at rest are represented in 3 distinct values 0 : Normal 1: Abnormality in ST-T wave 2: Left ventricular hypertrophy (Nominal)
41 | **8. max heart rate:** Maximum heart rate achieved (Numeric)
42 | **9. exercise angina:** Angina induced by exercise 0 depicting NO 1 depicting Yes (Nominal)
43 | **10. oldpeak:** Exercise induced ST-depression in comparison with the state of rest (Numeric)
44 | **11. ST slope:** ST segment measured in terms of slope during peak exercise 0: Normal 1: Upsloping 2: Flat 3: Downsloping (Nominal)
45 | 46 | #### Target variable 47 | **12. target:** It is the target variable which we have to predict 1 means patient is suffering from heart risk and 0 means patient is normal. 48 | 49 | ## Installations : 50 | This project requires Python 3.x and the following Python libraries should be installed to get the project started: 51 | - [Numpy](http://www.numpy.org/) 52 | - [Pandas](http://pandas.pydata.org/) 53 | - [matplotlib](https://matplotlib.org/) 54 | - [scikit-learn](https://scikit-learn.org/stable/) 55 | - [seaborn](https://seaborn.pydata.org/installing.html) 56 | - [xgboost](https://xgboost.readthedocs.io/en/latest/build.html) 57 | 58 | I also reccommend to install Anaconda, a pre-packaged Python distribution that contains all of the necessary libraries and software for this project which also include jupyter notebook to run and execute [IPython Notebook](http://ipython.org/notebook.html). 59 | 60 | ## Code : 61 | Actual code to get started with the project is provided in two files one is,```heart-disease-classification.ipynb``` 62 | 63 | ## Run : 64 | In a terminal or command window, navigate to the top-level project directory PIMA_Indian_Diabetes/ (that contains this README) and run one of the following commands: 65 | 66 | ```ipython notebook heart-disease-classification.ipynb``` 67 | or 68 | 69 | ```jupyter notebook heart-disease-classification.ipynb``` 70 | 71 | This will open the Jupyter Notebook software and project file in your browser. 72 | 73 | ## Model Evaluation : 74 | I have done model evaluation based on following sklearn metric. 75 | 1. [Cross Validation Score](https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_val_score.html) 76 | 2. [Confusion Matrix](https://scikit-learn.org/stable/modules/generated/sklearn.metrics.confusion_matrix.html) 77 | 3. [Plotting ROC-AUC Curve](https://en.wikipedia.org/wiki/Receiver_operating_characteristic) 78 | 4. [Plotting Precision recall Curve](https://acutecaretesting.org/en/articles/precision-recall-curves-what-are-they-and-how-are-they-used) 79 | 5. [Sensitivity and Specitivity](https://en.wikipedia.org/wiki/Sensitivity_and_specificity) 80 | 6. [Classification Error](https://www.dataschool.io/simple-guide-to-confusion-matrix-terminology/) 81 | 7. [Log Loss](https://www.kaggle.com/dansbecker/what-is-log-loss#:~:text=Log%20Loss%20is%20a%20slight,by%20understanding%20the%20likelihood%20function.) 82 | 8. [Mathew Correlation coefficient](https://www.kaggle.com/dansbecker/what-is-log-loss#:~:text=Log%20Loss%20is%20a%20slight,by%20understanding%20the%20likelihood%20function.) 83 | 84 | -------------------------------------------------------------------------------- /heart_statlog_cleveland_hungary_final.csv: -------------------------------------------------------------------------------- 1 | age,sex,chest pain type,resting bp s,cholesterol,fasting blood sugar,resting ecg,max heart rate,exercise angina,oldpeak,ST slope,target 2 | 40,1,2,140,289,0,0,172,0,0.0,1,0 3 | 49,0,3,160,180,0,0,156,0,1.0,2,1 4 | 37,1,2,130,283,0,1,98,0,0.0,1,0 5 | 48,0,4,138,214,0,0,108,1,1.5,2,1 6 | 54,1,3,150,195,0,0,122,0,0.0,1,0 7 | 39,1,3,120,339,0,0,170,0,0.0,1,0 8 | 45,0,2,130,237,0,0,170,0,0.0,1,0 9 | 54,1,2,110,208,0,0,142,0,0.0,1,0 10 | 37,1,4,140,207,0,0,130,1,1.5,2,1 11 | 48,0,2,120,284,0,0,120,0,0.0,1,0 12 | 37,0,3,130,211,0,0,142,0,0.0,1,0 13 | 58,1,2,136,164,0,1,99,1,2.0,2,1 14 | 39,1,2,120,204,0,0,145,0,0.0,1,0 15 | 49,1,4,140,234,0,0,140,1,1.0,2,1 16 | 42,0,3,115,211,0,1,137,0,0.0,1,0 17 | 54,0,2,120,273,0,0,150,0,1.5,2,0 18 | 38,1,4,110,196,0,0,166,0,0.0,2,1 19 | 43,0,2,120,201,0,0,165,0,0.0,1,0 20 | 60,1,4,100,248,0,0,125,0,1.0,2,1 21 | 36,1,2,120,267,0,0,160,0,3.0,2,1 22 | 43,0,1,100,223,0,0,142,0,0.0,1,0 23 | 44,1,2,120,184,0,0,142,0,1.0,2,0 24 | 49,0,2,124,201,0,0,164,0,0.0,1,0 25 | 44,1,2,150,288,0,0,150,1,3.0,2,1 26 | 40,1,3,130,215,0,0,138,0,0.0,1,0 27 | 36,1,3,130,209,0,0,178,0,0.0,1,0 28 | 53,1,4,124,260,0,1,112,1,3.0,2,0 29 | 52,1,2,120,284,0,0,118,0,0.0,1,0 30 | 53,0,2,113,468,0,0,127,0,0.0,1,0 31 | 51,1,2,125,188,0,0,145,0,0.0,1,0 32 | 53,1,3,145,518,0,0,130,0,0.0,2,1 33 | 56,1,3,130,167,0,0,114,0,0.0,1,0 34 | 54,1,4,125,224,0,0,122,0,2.0,2,1 35 | 41,1,4,130,172,0,1,130,0,2.0,2,1 36 | 43,0,2,150,186,0,0,154,0,0.0,1,0 37 | 32,1,2,125,254,0,0,155,0,0.0,1,0 38 | 65,1,4,140,306,1,0,87,1,1.5,2,1 39 | 41,0,2,110,250,0,1,142,0,0.0,1,0 40 | 48,0,2,120,177,1,1,148,0,0.0,1,0 41 | 48,0,4,150,227,0,0,130,1,1.0,2,0 42 | 54,0,2,150,230,0,0,130,0,0.0,1,0 43 | 54,0,3,130,294,0,1,100,1,0.0,2,1 44 | 35,1,2,150,264,0,0,168,0,0.0,1,0 45 | 52,1,3,140,259,0,1,170,0,0.0,1,0 46 | 43,1,4,120,175,0,0,120,1,1.0,2,1 47 | 59,1,3,130,318,0,0,120,1,1.0,2,0 48 | 37,1,4,120,223,0,0,168,0,0.0,1,0 49 | 50,1,2,140,216,0,0,170,0,0.0,1,0 50 | 36,1,3,112,340,0,0,184,0,1.0,2,0 51 | 41,1,4,110,289,0,0,170,0,0.0,2,1 52 | 50,1,4,130,233,0,0,121,1,2.0,2,1 53 | 47,0,4,120,205,0,0,98,1,2.0,2,1 54 | 45,1,2,140,224,1,0,122,0,0.0,1,0 55 | 41,0,2,130,245,0,0,150,0,0.0,1,0 56 | 52,0,4,130,180,0,0,140,1,1.5,2,0 57 | 51,0,2,160,194,0,0,170,0,0.0,1,0 58 | 31,1,4,120,270,0,0,153,1,1.5,2,1 59 | 58,1,3,130,213,0,1,140,0,0.0,2,1 60 | 54,1,4,150,365,0,1,134,0,1.0,1,0 61 | 52,1,4,112,342,0,1,96,1,1.0,2,1 62 | 49,1,2,100,253,0,0,174,0,0.0,1,0 63 | 43,0,3,150,254,0,0,175,0,0.0,1,0 64 | 45,1,4,140,224,0,0,144,0,0.0,1,0 65 | 46,1,4,120,277,0,0,125,1,1.0,2,1 66 | 50,0,2,110,202,0,0,145,0,0.0,1,0 67 | 37,0,2,120,260,0,0,130,0,0.0,1,0 68 | 45,0,4,132,297,0,0,144,0,0.0,1,0 69 | 32,1,2,110,225,0,0,184,0,0.0,1,0 70 | 52,1,4,160,246,0,1,82,1,4.0,2,1 71 | 44,1,4,150,412,0,0,170,0,0.0,1,0 72 | 57,1,2,140,265,0,1,145,1,1.0,2,1 73 | 44,1,2,130,215,0,0,135,0,0.0,1,0 74 | 52,1,4,120,182,0,0,150,0,0.0,2,1 75 | 44,0,4,120,218,0,1,115,0,0.0,1,0 76 | 55,1,4,140,268,0,0,128,1,1.5,2,1 77 | 46,1,3,150,163,0,0,116,0,0.0,1,0 78 | 32,1,4,118,529,0,0,130,0,0.0,2,1 79 | 35,0,4,140,167,0,0,150,0,0.0,1,0 80 | 52,1,2,140,100,0,0,138,1,0.0,1,0 81 | 49,1,4,130,206,0,0,170,0,0.0,2,1 82 | 55,1,3,110,277,0,0,160,0,0.0,1,0 83 | 54,1,2,120,238,0,0,154,0,0.0,1,0 84 | 63,1,4,150,223,0,0,115,0,0.0,2,1 85 | 52,1,2,160,196,0,0,165,0,0.0,1,0 86 | 56,1,4,150,213,1,0,125,1,1.0,2,1 87 | 66,1,4,140,139,0,0,94,1,1.0,2,1 88 | 65,1,4,170,263,1,0,112,1,2.0,2,1 89 | 53,0,2,140,216,0,0,142,1,2.0,2,0 90 | 43,1,1,120,291,0,1,155,0,0.0,2,1 91 | 55,1,4,140,229,0,0,110,1,0.5,2,0 92 | 49,0,2,110,208,0,0,160,0,0.0,1,0 93 | 39,1,4,130,307,0,0,140,0,0.0,1,0 94 | 52,0,2,120,210,0,0,148,0,0.0,1,0 95 | 48,1,4,160,329,0,0,92,1,1.5,2,1 96 | 39,0,3,110,182,0,1,180,0,0.0,1,0 97 | 58,1,4,130,263,0,0,140,1,2.0,2,1 98 | 43,1,2,142,207,0,0,138,0,0.0,1,0 99 | 39,1,3,160,147,1,0,160,0,0.0,1,0 100 | 56,1,4,120,85,0,0,140,0,0.0,1,0 101 | 41,1,2,125,269,0,0,144,0,0.0,1,0 102 | 65,1,4,130,275,0,1,115,1,1.0,2,1 103 | 51,1,4,130,179,0,0,100,0,0.0,1,0 104 | 40,0,4,150,392,0,0,130,0,2.0,2,1 105 | 40,1,4,120,466,1,0,152,1,1.0,2,1 106 | 46,1,4,118,186,0,0,124,0,0.0,2,1 107 | 57,1,2,140,260,1,0,140,0,0.0,1,0 108 | 48,0,4,120,254,0,1,110,0,0.0,1,0 109 | 34,1,2,150,214,0,1,168,0,0.0,1,0 110 | 50,1,4,140,129,0,0,135,0,0.0,1,0 111 | 39,1,2,190,241,0,0,106,0,0.0,1,0 112 | 59,0,2,130,188,0,0,124,0,1.0,2,0 113 | 57,1,4,150,255,0,0,92,1,3.0,2,1 114 | 47,1,4,140,276,1,0,125,1,0.0,1,0 115 | 38,1,2,140,297,0,0,150,0,0.0,1,0 116 | 49,0,3,130,207,0,1,135,0,0.0,1,0 117 | 33,0,4,100,246,0,0,150,1,1.0,2,1 118 | 38,1,4,120,282,0,0,170,0,0.0,2,1 119 | 59,0,4,130,338,1,1,130,1,1.5,2,1 120 | 35,0,1,120,160,0,1,185,0,0.0,1,0 121 | 34,1,1,140,156,0,0,180,0,0.0,2,1 122 | 47,0,3,135,248,1,0,170,0,0.0,2,1 123 | 52,0,3,125,272,0,0,139,0,0.0,1,0 124 | 46,1,4,110,240,0,1,140,0,0.0,1,0 125 | 58,0,2,180,393,0,0,110,1,1.0,2,1 126 | 58,1,2,130,230,0,0,150,0,0.0,1,0 127 | 54,1,2,120,246,0,0,110,0,0.0,1,0 128 | 34,0,2,130,161,0,0,190,0,0.0,1,0 129 | 48,0,4,108,163,0,0,175,0,2.0,1,0 130 | 54,0,2,120,230,1,0,140,0,0.0,1,0 131 | 42,1,3,120,228,0,0,152,1,1.5,2,0 132 | 38,1,3,145,292,0,0,130,0,0.0,1,0 133 | 46,1,4,110,202,0,0,150,1,0.0,2,1 134 | 56,1,4,170,388,0,1,122,1,2.0,2,1 135 | 56,1,4,150,230,0,1,124,1,1.5,2,1 136 | 61,0,4,130,294,0,1,120,1,1.0,2,0 137 | 49,1,3,115,265,0,0,175,0,0.0,2,1 138 | 43,0,2,120,215,0,1,175,0,0.0,1,0 139 | 39,1,2,120,241,0,1,146,0,2.0,1,0 140 | 54,1,4,140,166,0,0,118,1,0.0,2,1 141 | 43,1,4,150,247,0,0,130,1,2.0,2,1 142 | 52,1,4,160,331,0,0,94,1,2.5,2,1 143 | 50,1,4,140,341,0,1,125,1,2.5,2,1 144 | 47,1,4,160,291,0,1,158,1,3.0,2,1 145 | 53,1,4,140,243,0,0,155,0,0.0,1,0 146 | 56,0,2,120,279,0,0,150,0,1.0,2,1 147 | 39,1,4,110,273,0,0,132,0,0.0,1,0 148 | 42,1,2,120,198,0,0,155,0,0.0,1,0 149 | 43,0,2,120,249,0,1,176,0,0.0,1,0 150 | 50,1,2,120,168,0,0,160,0,0.0,1,0 151 | 54,1,4,130,603,1,0,125,1,1.0,2,1 152 | 39,1,2,130,215,0,0,120,0,0.0,1,0 153 | 48,1,2,100,159,0,0,100,0,0.0,1,0 154 | 40,1,2,130,275,0,0,150,0,0.0,1,0 155 | 55,1,4,120,270,0,0,140,0,0.0,1,0 156 | 41,1,2,120,291,0,1,160,0,0.0,1,0 157 | 56,1,4,155,342,1,0,150,1,3.0,2,1 158 | 38,1,4,110,190,0,0,150,1,1.0,2,1 159 | 49,1,4,140,185,0,0,130,0,0.0,1,0 160 | 44,1,4,130,290,0,0,100,1,2.0,2,1 161 | 54,1,2,160,195,0,1,130,0,1.0,1,0 162 | 59,1,4,140,264,1,2,119,1,0.0,2,1 163 | 49,1,4,128,212,0,0,96,1,0.0,2,1 164 | 47,1,2,160,263,0,0,174,0,0.0,1,0 165 | 49,0,2,110,208,0,0,160,0,0.0,1,0 166 | 42,1,2,120,196,0,0,150,0,0.0,1,0 167 | 52,0,2,140,225,0,0,140,0,0.0,1,0 168 | 46,1,1,140,272,1,0,175,0,2.0,2,1 169 | 50,1,4,140,231,0,1,140,1,5.0,2,1 170 | 48,1,2,140,238,0,0,118,0,0.0,1,0 171 | 58,1,4,135,222,0,0,100,0,0.0,1,0 172 | 58,1,3,140,179,0,0,160,0,0.0,1,0 173 | 29,1,2,120,243,0,0,160,0,0.0,1,0 174 | 40,1,3,140,235,0,0,188,0,0.0,1,0 175 | 53,1,2,140,320,0,0,162,0,0.0,1,0 176 | 49,1,3,140,187,0,0,172,0,0.0,1,0 177 | 52,1,4,140,266,0,0,134,1,2.0,2,1 178 | 43,1,4,140,288,0,0,135,1,2.0,2,1 179 | 54,1,4,140,216,0,0,105,0,1.5,2,1 180 | 59,1,2,140,287,0,0,150,0,0.0,1,0 181 | 37,1,3,130,194,0,0,150,0,0.0,1,0 182 | 46,0,4,130,238,0,0,90,0,0.0,1,0 183 | 52,1,4,130,225,0,0,120,1,2.0,2,1 184 | 51,1,2,130,224,0,0,150,0,0.0,1,0 185 | 52,1,4,140,404,0,0,124,1,2.0,2,1 186 | 46,1,4,110,238,0,1,140,1,1.0,2,0 187 | 54,0,2,160,312,0,0,130,0,0.0,1,0 188 | 58,1,3,160,211,1,1,92,0,0.0,2,1 189 | 58,1,2,130,251,0,0,110,0,0.0,1,0 190 | 41,1,4,120,237,1,0,138,1,1.0,2,1 191 | 50,0,4,120,328,0,0,110,1,1.0,2,0 192 | 53,1,4,180,285,0,1,120,1,1.5,2,1 193 | 46,1,4,180,280,0,1,120,0,0.0,1,0 194 | 50,1,2,170,209,0,1,116,0,0.0,1,0 195 | 48,1,2,130,245,0,0,160,0,0.0,1,0 196 | 45,1,3,135,192,0,0,110,0,0.0,1,0 197 | 41,0,2,125,184,0,0,180,0,0.0,1,0 198 | 62,0,1,160,193,0,0,116,0,0.0,1,0 199 | 49,1,4,120,297,0,0,132,0,1.0,2,0 200 | 42,1,2,150,268,0,0,136,0,0.0,1,0 201 | 53,1,4,120,246,0,0,116,1,0.0,2,1 202 | 57,0,1,130,308,0,0,98,0,1.0,2,0 203 | 47,1,1,110,249,0,0,150,0,0.0,1,0 204 | 46,1,3,120,230,0,0,150,0,0.0,1,0 205 | 42,1,3,160,147,0,0,146,0,0.0,1,0 206 | 31,0,2,100,219,0,1,150,0,0.0,1,0 207 | 56,1,2,130,184,0,0,100,0,0.0,1,0 208 | 50,1,4,150,215,0,0,140,1,0.0,1,0 209 | 35,1,2,120,308,0,2,180,0,0.0,1,0 210 | 35,1,2,110,257,0,0,140,0,0.0,2,1 211 | 28,1,2,130,132,0,2,185,0,0.0,1,0 212 | 54,1,4,125,216,0,0,140,0,0.0,2,1 213 | 48,1,4,106,263,1,0,110,0,0.0,2,1 214 | 50,0,3,140,288,0,0,140,1,0.0,2,1 215 | 56,1,3,130,276,0,0,128,1,1.0,1,0 216 | 56,0,3,130,219,0,1,164,0,0.0,1,0 217 | 47,1,4,150,226,0,0,98,1,1.5,2,1 218 | 30,0,1,170,237,0,1,170,0,0.0,1,0 219 | 39,1,4,110,280,0,0,150,0,0.0,2,1 220 | 54,1,3,120,217,0,0,137,0,0.0,1,0 221 | 55,1,2,140,196,0,0,150,0,0.0,1,0 222 | 29,1,2,140,263,0,0,170,0,0.0,1,0 223 | 46,1,4,130,222,0,0,112,0,0.0,2,1 224 | 51,0,4,160,303,0,0,150,1,1.0,2,1 225 | 48,0,3,120,195,0,0,125,0,0.0,1,0 226 | 33,1,3,120,298,0,0,185,0,0.0,1,0 227 | 55,1,2,120,256,1,0,137,0,0.0,1,0 228 | 50,1,4,145,264,0,0,150,0,0.0,2,1 229 | 53,1,3,120,195,0,0,140,0,0.0,1,0 230 | 38,1,4,92,117,0,0,134,1,2.5,2,1 231 | 41,1,2,120,295,0,0,170,0,0.0,1,0 232 | 37,0,4,130,173,0,1,184,0,0.0,1,0 233 | 37,1,4,130,315,0,0,158,0,0.0,1,0 234 | 40,1,3,130,281,0,0,167,0,0.0,1,0 235 | 38,0,2,120,275,0,0,129,0,0.0,1,0 236 | 41,1,4,112,250,0,0,142,0,0.0,1,0 237 | 54,0,2,140,309,0,1,140,0,0.0,1,0 238 | 39,1,2,120,200,0,0,160,1,1.0,2,0 239 | 41,1,4,120,336,0,0,118,1,3.0,2,1 240 | 55,1,1,140,295,0,0,136,0,0.0,2,1 241 | 48,1,4,160,355,0,0,99,1,2.0,2,1 242 | 48,1,4,160,193,0,0,102,1,3.0,2,1 243 | 55,1,2,145,326,0,0,155,0,0.0,1,0 244 | 54,1,4,200,198,0,0,142,1,2.0,2,1 245 | 55,1,2,160,292,1,0,143,1,2.0,2,1 246 | 43,0,2,120,266,0,0,118,0,0.0,1,0 247 | 48,1,4,160,268,0,0,103,1,1.0,2,1 248 | 54,1,1,120,171,0,0,137,0,2.0,1,0 249 | 54,1,3,120,237,0,0,150,1,1.5,2,1 250 | 48,1,4,122,275,1,1,150,1,2.0,3,1 251 | 45,1,4,130,219,0,1,130,1,1.0,2,1 252 | 49,1,4,130,341,0,0,120,1,1.0,2,1 253 | 44,1,4,135,491,0,0,135,0,0.0,2,1 254 | 48,1,4,120,260,0,0,115,0,2.0,2,1 255 | 61,1,4,125,292,0,1,115,1,0.0,1,0 256 | 62,1,2,140,271,0,0,152,0,1.0,1,0 257 | 55,1,4,145,248,0,0,96,1,2.0,2,1 258 | 53,0,3,120,274,0,0,130,0,0.0,1,0 259 | 55,0,2,130,394,0,2,150,0,0.0,1,0 260 | 36,1,3,150,160,0,0,172,0,0.0,1,0 261 | 51,0,3,150,200,0,0,120,0,0.5,1,0 262 | 55,0,2,122,320,0,0,155,0,0.0,1,0 263 | 46,1,2,140,275,0,0,165,1,0.0,1,0 264 | 54,0,2,120,221,0,0,138,0,1.0,1,0 265 | 46,1,4,120,231,0,0,115,1,0.0,2,1 266 | 59,1,4,130,126,0,0,125,0,0.0,2,1 267 | 47,1,3,140,193,0,0,145,1,1.0,2,1 268 | 54,1,2,160,305,0,0,175,0,0.0,1,0 269 | 52,1,4,130,298,0,0,110,1,1.0,2,1 270 | 34,1,2,98,220,0,0,150,0,0.0,1,0 271 | 54,1,4,130,242,0,0,91,1,1.0,2,1 272 | 47,0,3,130,235,0,0,145,0,2.0,2,0 273 | 45,1,4,120,225,0,0,140,0,0.0,1,0 274 | 32,0,2,105,198,0,0,165,0,0.0,1,0 275 | 55,1,4,140,201,0,0,130,1,3.0,2,1 276 | 55,1,3,120,220,0,2,134,0,0.0,1,0 277 | 45,0,2,180,295,0,0,180,0,0.0,1,0 278 | 59,1,3,180,213,0,0,100,0,0.0,1,0 279 | 51,1,3,135,160,0,0,150,0,2.0,2,1 280 | 52,1,4,170,223,0,0,126,1,1.5,2,1 281 | 57,0,4,180,347,0,1,126,1,0.8,2,0 282 | 54,0,2,130,253,0,1,155,0,0.0,1,0 283 | 60,1,3,120,246,0,2,135,0,0.0,1,0 284 | 49,1,4,150,222,0,0,122,0,2.0,2,1 285 | 51,0,3,130,220,0,0,160,1,2.0,1,0 286 | 55,0,2,110,344,0,1,160,0,0.0,1,0 287 | 42,1,4,140,358,0,0,170,0,0.0,1,0 288 | 51,0,3,110,190,0,0,120,0,0.0,1,0 289 | 59,1,4,140,169,0,0,140,0,0.0,1,0 290 | 53,1,2,120,181,0,0,132,0,0.0,1,0 291 | 48,0,2,133,308,0,1,156,0,2.0,1,0 292 | 36,1,2,120,166,0,0,180,0,0.0,1,0 293 | 48,1,3,110,211,0,0,138,0,0.0,1,0 294 | 47,0,2,140,257,0,0,135,0,1.0,1,0 295 | 53,1,4,130,182,0,0,148,0,0.0,1,0 296 | 65,1,4,115,0,0,0,93,1,0.0,2,1 297 | 32,1,1,95,0,1,0,127,0,0.7,1,1 298 | 61,1,4,105,0,1,0,110,1,1.5,1,1 299 | 50,1,4,145,0,1,0,139,1,0.7,2,1 300 | 57,1,4,110,0,1,1,131,1,1.4,1,1 301 | 51,1,4,110,0,1,0,92,0,0.0,2,1 302 | 47,1,4,110,0,1,1,149,0,2.1,1,1 303 | 60,1,4,160,0,1,0,149,0,0.4,2,1 304 | 55,1,2,140,0,0,1,150,0,0.2,1,0 305 | 53,1,4,125,0,1,0,120,0,1.5,1,1 306 | 62,0,4,120,0,1,1,123,1,1.7,3,1 307 | 51,1,4,95,0,1,0,126,0,2.2,2,1 308 | 51,0,4,120,0,1,0,127,1,1.5,1,1 309 | 55,1,4,115,0,1,0,155,0,0.1,2,1 310 | 53,1,2,130,0,0,1,120,0,0.7,3,0 311 | 58,1,4,115,0,1,0,138,0,0.5,1,1 312 | 57,1,4,95,0,1,0,182,0,0.7,3,1 313 | 65,1,4,155,0,0,0,154,0,1.0,1,0 314 | 60,1,4,125,0,1,0,110,0,0.1,1,1 315 | 41,1,4,125,0,1,0,176,0,1.6,1,1 316 | 34,1,4,115,0,1,0,154,0,0.2,1,1 317 | 53,1,4,80,0,0,0,141,1,2.0,3,0 318 | 74,1,2,145,0,1,1,123,0,1.3,1,1 319 | 57,1,3,105,0,1,0,148,0,0.3,2,1 320 | 56,1,4,140,0,1,0,121,1,1.8,1,1 321 | 61,1,4,130,0,1,0,77,0,2.5,2,1 322 | 68,1,4,145,0,1,0,136,0,1.8,1,1 323 | 59,1,3,125,0,1,0,175,0,2.6,2,1 324 | 63,1,4,100,0,1,0,109,0,-0.9,2,1 325 | 38,0,4,105,0,1,0,166,0,2.8,1,1 326 | 62,1,4,115,0,1,0,128,1,2.5,3,1 327 | 46,1,4,100,0,1,1,133,0,-2.6,2,1 328 | 42,1,4,105,0,1,0,128,1,-1.5,3,1 329 | 45,1,3,110,0,0,0,138,0,-0.1,1,0 330 | 59,1,4,125,0,1,0,119,1,0.9,1,1 331 | 52,1,4,95,0,1,0,82,1,0.8,2,1 332 | 60,1,4,130,0,1,1,130,1,1.1,3,1 333 | 60,1,3,115,0,1,0,143,0,2.4,1,1 334 | 56,1,4,115,0,1,1,82,0,-1.0,1,1 335 | 38,1,3,100,0,0,0,179,0,-1.1,1,0 336 | 40,1,4,95,0,1,1,144,0,0.0,1,1 337 | 51,1,4,130,0,1,0,170,0,-0.7,1,1 338 | 62,1,1,120,0,1,2,134,0,-0.8,2,1 339 | 72,1,3,160,0,0,2,114,0,1.6,2,0 340 | 63,1,4,150,0,1,1,154,0,3.7,1,1 341 | 63,1,4,140,0,1,2,149,0,2.0,1,1 342 | 64,0,4,95,0,1,0,145,0,1.1,3,1 343 | 43,1,4,100,0,1,0,122,0,1.5,3,1 344 | 64,1,4,110,0,1,0,114,1,1.3,3,1 345 | 61,1,4,110,0,1,0,113,0,1.4,2,1 346 | 52,1,4,130,0,1,0,120,0,0.0,2,1 347 | 51,1,4,120,0,1,0,104,0,0.0,2,1 348 | 69,1,4,135,0,0,0,130,0,0.0,2,1 349 | 59,1,4,120,0,0,0,115,0,0.0,2,1 350 | 48,1,4,115,0,1,0,128,0,0.0,2,1 351 | 69,1,4,137,0,0,1,104,1,1.6,2,1 352 | 36,1,4,110,0,1,0,125,1,1.0,2,1 353 | 53,1,4,120,0,1,0,120,0,0.0,2,1 354 | 43,1,4,140,0,0,1,140,1,0.5,1,1 355 | 56,1,4,120,0,0,1,100,1,-1.0,3,1 356 | 58,1,4,130,0,0,1,100,1,1.0,2,1 357 | 55,1,4,120,0,0,1,92,0,0.3,1,1 358 | 67,1,1,145,0,0,2,125,0,0.0,2,1 359 | 46,1,4,115,0,0,0,113,1,1.5,2,1 360 | 53,1,2,120,0,0,0,95,0,0.0,2,1 361 | 38,1,3,115,0,0,0,128,1,0.0,2,1 362 | 53,1,3,105,0,0,0,115,0,0.0,2,1 363 | 62,1,3,160,0,0,0,72,1,0.0,2,1 364 | 47,1,4,160,0,0,0,124,1,0.0,2,1 365 | 56,1,3,155,0,0,1,99,0,0.0,2,1 366 | 56,1,4,120,0,0,1,148,0,0.0,2,1 367 | 56,1,3,120,0,0,0,97,0,0.0,2,0 368 | 64,0,4,200,0,0,0,140,1,1.0,2,1 369 | 61,1,4,150,0,0,0,117,1,2.0,2,1 370 | 68,1,4,135,0,0,1,120,1,0.0,1,1 371 | 57,1,4,140,0,0,0,120,1,2.0,2,1 372 | 63,1,4,150,0,0,0,86,1,2.0,2,1 373 | 60,1,4,135,0,0,0,63,1,0.5,1,1 374 | 66,1,4,150,0,0,0,108,1,2.0,2,1 375 | 63,1,4,185,0,0,0,98,1,0.0,1,1 376 | 59,1,4,135,0,0,0,115,1,1.0,2,1 377 | 61,1,4,125,0,0,0,105,1,0.0,3,1 378 | 73,0,3,160,0,0,1,121,0,0.0,1,1 379 | 47,1,3,155,0,0,0,118,1,1.0,2,1 380 | 65,1,4,160,0,1,1,122,0,1.2,2,1 381 | 70,1,4,140,0,1,0,157,1,2.0,2,1 382 | 50,1,4,120,0,0,1,156,1,0.0,1,1 383 | 60,1,4,160,0,0,1,99,1,0.5,2,1 384 | 50,1,4,115,0,0,0,120,1,0.5,2,1 385 | 43,1,4,115,0,0,0,145,1,2.0,2,1 386 | 38,0,4,110,0,0,0,156,0,0.0,2,1 387 | 54,1,4,120,0,0,0,155,0,0.0,2,1 388 | 61,1,4,150,0,0,0,105,1,0.0,2,1 389 | 42,1,4,145,0,0,0,99,1,0.0,2,1 390 | 53,1,4,130,0,0,2,135,1,1.0,2,1 391 | 55,1,4,140,0,0,0,83,0,0.0,2,1 392 | 61,1,4,160,0,1,1,145,0,1.0,2,1 393 | 51,1,4,140,0,0,0,60,0,0.0,2,1 394 | 70,1,4,115,0,0,1,92,1,0.0,2,1 395 | 61,1,4,130,0,0,2,115,0,0.0,2,1 396 | 38,1,4,150,0,1,0,120,1,0.7,2,1 397 | 57,1,4,160,0,1,0,98,1,2.0,2,1 398 | 38,1,4,135,0,1,0,150,0,0.0,2,1 399 | 62,0,1,140,0,1,0,143,0,0.0,2,1 400 | 58,1,4,170,0,1,1,105,1,0.0,2,1 401 | 52,1,4,165,0,1,0,122,1,1.0,1,1 402 | 61,1,3,200,0,1,1,70,0,0.0,2,1 403 | 50,0,4,160,0,1,0,110,0,0.0,2,1 404 | 51,1,4,130,0,1,1,163,0,0.0,2,1 405 | 65,1,4,145,0,1,1,67,0,0.7,2,1 406 | 52,1,4,135,0,1,0,128,1,2.0,2,1 407 | 47,1,3,110,0,1,0,120,1,0.0,2,1 408 | 35,1,4,120,0,1,0,130,1,1.2,2,1 409 | 57,1,4,140,0,1,0,100,1,0.0,2,1 410 | 62,1,4,115,0,1,0,72,1,-0.5,2,1 411 | 59,1,4,110,0,1,0,94,0,0.0,2,1 412 | 53,1,3,160,0,1,2,122,1,0.0,2,1 413 | 62,1,4,150,0,1,1,78,0,2.0,2,1 414 | 54,1,4,180,0,1,0,150,0,1.5,2,1 415 | 56,1,4,125,0,1,0,103,1,1.0,2,1 416 | 56,1,3,125,0,1,0,98,0,-2.0,2,1 417 | 54,1,4,130,0,1,0,110,1,3.0,2,1 418 | 66,0,4,155,0,1,0,90,0,0.0,2,1 419 | 63,1,4,140,260,0,1,112,1,3.0,2,1 420 | 44,1,4,130,209,0,1,127,0,0.0,1,0 421 | 60,1,4,132,218,0,1,140,1,1.5,3,1 422 | 55,1,4,142,228,0,1,149,1,2.5,1,1 423 | 66,1,3,110,213,1,2,99,1,1.3,2,0 424 | 66,1,3,120,0,0,1,120,0,-0.5,1,0 425 | 65,1,4,150,236,1,1,105,1,0.0,2,1 426 | 60,1,3,180,0,0,1,140,1,1.5,2,0 427 | 60,1,3,120,0,1,0,141,1,2.0,1,1 428 | 60,1,2,160,267,1,1,157,0,0.5,2,1 429 | 56,1,2,126,166,0,1,140,0,0.0,1,0 430 | 59,1,4,140,0,0,1,117,1,1.0,2,1 431 | 62,1,4,110,0,0,0,120,1,0.5,2,1 432 | 63,1,3,133,0,0,2,120,1,1.0,2,1 433 | 57,1,4,128,0,1,1,148,1,1.0,2,1 434 | 62,1,4,120,220,0,1,86,0,0.0,1,0 435 | 63,1,4,170,177,0,0,84,1,2.5,3,1 436 | 46,1,4,110,236,0,0,125,1,2.0,2,1 437 | 63,1,4,126,0,0,1,120,0,1.5,3,0 438 | 60,1,4,152,0,0,1,118,1,0.0,1,0 439 | 58,1,4,116,0,0,0,124,0,1.0,1,1 440 | 64,1,4,120,0,1,1,106,0,2.0,2,1 441 | 63,1,3,130,0,0,1,111,1,0.0,2,1 442 | 74,1,3,138,0,0,0,116,0,0.2,1,0 443 | 52,1,3,128,0,0,1,180,0,3.0,1,1 444 | 69,1,4,130,0,1,1,129,0,1.0,2,1 445 | 51,1,4,128,0,1,1,125,1,1.2,2,1 446 | 60,1,4,130,186,1,1,140,1,0.5,2,1 447 | 56,1,4,120,100,0,0,120,1,1.5,2,1 448 | 55,1,3,136,228,0,1,124,1,1.6,2,1 449 | 54,1,4,130,0,0,1,117,1,1.4,2,1 450 | 77,1,4,124,171,0,1,110,1,2.0,1,1 451 | 63,1,4,160,230,1,0,105,1,1.0,2,1 452 | 55,1,3,0,0,0,0,155,0,1.5,2,1 453 | 52,1,3,122,0,0,0,110,1,2.0,3,1 454 | 64,1,4,144,0,0,1,122,1,1.0,2,1 455 | 60,1,4,140,281,0,1,118,1,1.5,2,1 456 | 60,1,4,120,0,0,0,133,1,2.0,1,0 457 | 58,1,4,136,203,1,0,123,1,1.2,2,1 458 | 59,1,4,154,0,0,1,131,1,1.5,1,0 459 | 61,1,3,120,0,0,0,80,1,0.0,2,1 460 | 40,1,4,125,0,1,0,165,0,0.0,2,1 461 | 61,1,4,134,0,1,1,86,0,1.5,2,1 462 | 41,1,4,104,0,0,1,111,0,0.0,1,0 463 | 57,1,4,139,277,1,1,118,1,1.9,2,1 464 | 63,1,4,136,0,0,0,84,1,0.0,2,1 465 | 59,1,4,122,233,0,0,117,1,1.3,3,1 466 | 51,1,4,128,0,0,0,107,0,0.0,1,0 467 | 59,1,3,131,0,0,0,128,1,2.0,3,1 468 | 42,1,3,134,240,0,0,160,0,0.0,1,0 469 | 55,1,3,120,0,0,1,125,1,2.5,2,1 470 | 63,0,2,132,0,0,0,130,0,0.1,1,0 471 | 62,1,4,152,153,0,1,97,1,1.6,1,1 472 | 56,1,2,124,224,1,0,161,0,2.0,2,0 473 | 53,1,4,126,0,0,0,106,0,0.0,2,1 474 | 68,1,4,138,0,0,0,130,1,3.0,2,1 475 | 53,1,4,154,0,1,1,140,1,1.5,2,1 476 | 60,1,3,141,316,1,1,122,1,1.7,2,1 477 | 62,1,2,131,0,0,0,130,0,0.1,1,0 478 | 59,1,4,178,0,1,2,120,1,0.0,2,1 479 | 51,1,4,132,218,1,2,139,0,0.1,1,0 480 | 61,1,4,110,0,1,0,108,1,2.0,3,1 481 | 57,1,4,130,311,1,1,148,1,2.0,2,1 482 | 56,1,3,170,0,0,2,123,1,2.5,2,1 483 | 58,1,2,126,0,1,0,110,1,2.0,2,1 484 | 69,1,3,140,0,1,1,118,0,2.5,3,1 485 | 67,1,1,142,270,1,0,125,0,2.5,1,1 486 | 58,1,4,120,0,0,2,106,1,1.5,3,1 487 | 65,1,4,134,0,0,0,112,1,1.1,2,1 488 | 63,1,2,139,217,1,1,128,1,1.2,2,1 489 | 55,1,2,110,214,1,1,180,0,0.4,1,0 490 | 57,1,4,140,214,0,1,144,1,2.0,2,1 491 | 65,1,1,140,252,0,0,135,0,0.3,1,0 492 | 54,1,4,136,220,0,0,140,1,3.0,2,1 493 | 72,1,3,120,214,0,0,102,1,1.0,2,1 494 | 75,1,4,170,203,1,1,108,0,0.0,2,1 495 | 49,1,1,130,0,0,1,145,0,3.0,2,1 496 | 51,1,3,137,339,0,0,127,1,1.7,2,1 497 | 60,1,4,142,216,0,0,110,1,2.5,2,1 498 | 64,0,4,142,276,0,0,140,1,1.0,2,1 499 | 58,1,4,132,458,1,0,69,0,1.0,3,0 500 | 61,1,4,146,241,0,0,148,1,3.0,3,1 501 | 67,1,4,160,384,1,1,130,1,0.0,2,1 502 | 62,1,4,135,297,0,0,130,1,1.0,2,1 503 | 65,1,4,136,248,0,0,140,1,4.0,3,1 504 | 63,1,4,130,308,0,0,138,1,2.0,2,1 505 | 69,1,4,140,208,0,1,140,1,2.0,2,1 506 | 51,1,4,132,227,1,1,138,0,0.2,1,0 507 | 62,1,4,158,210,1,0,112,1,3.0,3,1 508 | 55,1,3,136,245,1,1,131,1,1.2,2,1 509 | 75,1,4,136,225,0,0,112,1,3.0,2,1 510 | 40,1,3,106,240,0,0,80,1,0.0,1,0 511 | 67,1,4,120,0,1,0,150,0,1.5,3,1 512 | 58,1,4,110,198,0,0,110,0,0.0,2,1 513 | 60,1,4,136,195,0,0,126,0,0.3,1,0 514 | 63,1,4,160,267,1,1,88,1,2.0,2,1 515 | 35,1,3,123,161,0,1,153,0,-0.1,1,0 516 | 62,1,1,112,258,0,1,150,1,1.3,2,1 517 | 43,1,4,122,0,0,0,120,0,0.5,1,1 518 | 63,1,3,130,0,1,1,160,0,3.0,2,0 519 | 68,1,3,150,195,1,0,132,0,0.0,0,1 520 | 65,1,4,150,235,0,0,120,1,1.5,2,1 521 | 48,1,3,102,0,1,1,110,1,1.0,3,1 522 | 63,1,4,96,305,0,1,121,1,1.0,1,1 523 | 64,1,4,130,223,0,1,128,0,0.5,2,0 524 | 61,1,4,120,282,0,1,135,1,4.0,3,1 525 | 50,1,4,144,349,0,2,120,1,1.0,1,1 526 | 59,1,4,124,160,0,0,117,1,1.0,2,1 527 | 55,1,4,150,160,0,1,150,0,0.0,1,0 528 | 45,1,3,130,236,0,0,144,0,0.1,1,0 529 | 65,1,4,144,312,0,2,113,1,1.7,2,1 530 | 61,1,2,139,283,0,0,135,0,0.3,1,0 531 | 49,1,3,131,142,0,0,127,1,1.5,2,1 532 | 72,1,4,143,211,0,0,109,1,1.4,2,1 533 | 50,1,4,133,218,0,0,128,1,1.1,2,1 534 | 64,1,4,143,306,1,1,115,1,1.8,2,1 535 | 55,1,4,116,186,1,1,102,0,0.0,2,1 536 | 63,1,4,110,252,0,1,140,1,2.0,2,1 537 | 59,1,4,125,222,0,0,135,1,2.5,3,1 538 | 56,1,4,130,0,0,2,122,1,1.0,2,1 539 | 62,1,3,133,0,1,1,119,1,1.2,2,1 540 | 74,1,4,150,258,1,1,130,1,4.0,3,1 541 | 54,1,4,130,202,1,0,112,1,2.0,2,1 542 | 57,1,4,110,197,0,2,100,0,0.0,1,0 543 | 62,1,3,138,204,0,1,122,1,1.2,2,1 544 | 76,1,3,104,113,0,2,120,0,3.5,3,1 545 | 54,0,4,138,274,0,0,105,1,1.5,2,1 546 | 70,1,4,170,192,0,1,129,1,3.0,3,1 547 | 61,0,2,140,298,1,0,120,1,0.0,1,0 548 | 48,1,4,132,272,0,1,139,0,0.2,1,0 549 | 48,1,3,132,220,1,1,162,0,0.0,2,1 550 | 61,1,1,142,200,1,1,100,0,1.5,3,1 551 | 66,1,4,112,261,0,0,140,0,1.5,1,1 552 | 68,1,1,139,181,1,1,135,0,0.2,1,0 553 | 55,1,4,172,260,0,0,73,0,2.0,2,1 554 | 62,1,3,120,220,0,2,86,0,0.0,1,0 555 | 71,1,3,144,221,0,0,108,1,1.8,2,1 556 | 74,1,1,145,216,1,0,116,1,1.8,2,1 557 | 53,1,3,155,175,1,1,160,0,0.3,1,0 558 | 58,1,3,150,219,0,1,118,1,0.0,2,1 559 | 75,1,4,160,310,1,0,112,1,2.0,3,0 560 | 56,1,3,137,208,1,1,122,1,1.8,2,1 561 | 58,1,3,137,232,0,1,124,1,1.4,2,1 562 | 64,1,4,134,273,0,0,102,1,4.0,3,1 563 | 54,1,3,133,203,0,1,137,0,0.2,1,0 564 | 54,1,2,132,182,0,1,141,0,0.1,1,0 565 | 59,1,4,140,274,0,0,154,1,2.0,2,0 566 | 55,1,4,135,204,1,1,126,1,1.1,2,1 567 | 57,1,4,144,270,1,1,160,1,2.0,2,1 568 | 61,1,4,141,292,0,1,115,1,1.7,2,1 569 | 41,1,4,150,171,0,0,128,1,1.5,2,0 570 | 71,1,4,130,221,0,1,115,1,0.0,2,1 571 | 38,1,4,110,289,0,0,105,1,1.5,3,1 572 | 55,1,4,158,217,0,0,110,1,2.5,2,1 573 | 56,1,4,128,223,0,1,119,1,2.0,3,1 574 | 69,1,4,140,110,1,0,109,1,1.5,2,1 575 | 64,1,4,150,193,0,1,135,1,0.5,2,1 576 | 72,1,4,160,123,1,2,130,0,1.5,2,1 577 | 69,1,4,142,210,1,1,112,1,1.5,2,1 578 | 56,1,4,137,282,1,0,126,1,1.2,2,1 579 | 62,1,4,139,170,0,1,120,1,3.0,2,1 580 | 67,1,4,146,369,0,0,110,1,1.9,2,1 581 | 57,1,4,156,173,0,2,119,1,3.0,3,1 582 | 69,1,4,145,289,1,1,110,1,1.8,2,1 583 | 51,1,4,131,152,1,2,130,1,1.0,2,1 584 | 48,1,4,140,208,0,0,159,1,1.5,1,1 585 | 69,1,4,122,216,1,2,84,1,0.0,2,1 586 | 69,1,3,142,271,0,2,126,0,0.3,1,0 587 | 64,1,4,141,244,1,1,116,1,1.5,2,1 588 | 57,1,2,180,285,1,1,120,0,0.8,2,1 589 | 53,1,4,124,243,0,0,122,1,2.0,2,1 590 | 37,1,3,118,240,0,2,165,0,1.0,2,0 591 | 67,1,4,140,219,0,1,122,1,2.0,2,1 592 | 74,1,3,140,237,1,0,94,0,0.0,2,1 593 | 63,1,2,136,165,0,1,133,0,0.2,1,0 594 | 58,1,4,100,213,0,1,110,0,0.0,1,0 595 | 61,1,4,190,287,1,2,150,1,2.0,3,1 596 | 64,1,4,130,258,1,2,130,0,0.0,2,1 597 | 58,1,4,160,256,1,2,113,1,1.0,1,1 598 | 60,1,4,130,186,1,2,140,1,0.5,2,1 599 | 57,1,4,122,264,0,2,100,0,0.0,2,1 600 | 55,1,3,133,185,0,1,136,0,0.2,1,0 601 | 55,1,4,120,226,0,2,127,1,1.7,3,1 602 | 56,1,4,130,203,1,0,98,0,1.5,2,1 603 | 57,1,4,130,207,0,1,96,1,1.0,2,0 604 | 61,1,3,140,284,0,0,123,1,1.3,2,1 605 | 61,1,3,120,337,0,0,98,1,0.0,2,1 606 | 58,1,3,150,219,0,1,118,1,0.0,2,1 607 | 74,1,4,155,310,0,0,112,1,1.5,3,1 608 | 68,1,3,134,254,1,0,151,1,0.0,1,0 609 | 51,0,4,114,258,1,2,96,0,1.0,1,0 610 | 62,1,4,160,254,1,1,108,1,3.0,2,1 611 | 53,1,4,144,300,1,1,128,1,1.5,2,1 612 | 62,1,4,158,170,0,1,138,1,0.0,2,1 613 | 46,1,4,134,310,0,0,126,0,0.0,2,1 614 | 54,0,4,127,333,1,1,154,0,0.0,2,1 615 | 62,1,1,135,139,0,1,137,0,0.2,1,0 616 | 55,1,4,122,223,1,1,100,0,0.0,2,1 617 | 58,1,4,140,385,1,2,135,0,0.3,1,0 618 | 62,1,2,120,254,0,2,93,1,0.0,2,1 619 | 70,1,4,130,322,0,2,109,0,2.4,2,1 620 | 67,0,3,115,564,0,2,160,0,1.6,2,0 621 | 57,1,2,124,261,0,0,141,0,0.3,1,1 622 | 64,1,4,128,263,0,0,105,1,0.2,2,0 623 | 74,0,2,120,269,0,2,121,1,0.2,1,0 624 | 65,1,4,120,177,0,0,140,0,0.4,1,0 625 | 56,1,3,130,256,1,2,142,1,0.6,2,1 626 | 59,1,4,110,239,0,2,142,1,1.2,2,1 627 | 60,1,4,140,293,0,2,170,0,1.2,2,1 628 | 63,0,4,150,407,0,2,154,0,4,2,1 629 | 59,1,4,135,234,0,0,161,0,0.5,2,0 630 | 53,1,4,142,226,0,2,111,1,0,1,0 631 | 44,1,3,140,235,0,2,180,0,0,1,0 632 | 61,1,1,134,234,0,0,145,0,2.6,2,1 633 | 57,0,4,128,303,0,2,159,0,0,1,0 634 | 71,0,4,112,149,0,0,125,0,1.6,2,0 635 | 46,1,4,140,311,0,0,120,1,1.8,2,1 636 | 53,1,4,140,203,1,2,155,1,3.1,3,1 637 | 64,1,1,110,211,0,2,144,1,1.8,2,0 638 | 40,1,1,140,199,0,0,178,1,1.4,1,0 639 | 67,1,4,120,229,0,2,129,1,2.6,2,1 640 | 48,1,2,130,245,0,2,180,0,0.2,2,0 641 | 43,1,4,115,303,0,0,181,0,1.2,2,0 642 | 47,1,4,112,204,0,0,143,0,0.1,1,0 643 | 54,0,2,132,288,1,2,159,1,0,1,0 644 | 48,0,3,130,275,0,0,139,0,0.2,1,0 645 | 46,0,4,138,243,0,2,152,1,0,2,0 646 | 51,0,3,120,295,0,2,157,0,0.6,1,0 647 | 58,1,3,112,230,0,2,165,0,2.5,2,1 648 | 71,0,3,110,265,1,2,130,0,0,1,0 649 | 57,1,3,128,229,0,2,150,0,0.4,2,1 650 | 66,1,4,160,228,0,2,138,0,2.3,1,0 651 | 37,0,3,120,215,0,0,170,0,0,1,0 652 | 59,1,4,170,326,0,2,140,1,3.4,3,1 653 | 50,1,4,144,200,0,2,126,1,0.9,2,1 654 | 48,1,4,130,256,1,2,150,1,0,1,1 655 | 61,1,4,140,207,0,2,138,1,1.9,1,1 656 | 59,1,1,160,273,0,2,125,0,0,1,1 657 | 42,1,3,130,180,0,0,150,0,0,1,0 658 | 48,1,4,122,222,0,2,186,0,0,1,0 659 | 40,1,4,152,223,0,0,181,0,0,1,1 660 | 62,0,4,124,209,0,0,163,0,0,1,0 661 | 44,1,3,130,233,0,0,179,1,0.4,1,0 662 | 46,1,2,101,197,1,0,156,0,0,1,0 663 | 59,1,3,126,218,1,0,134,0,2.2,2,1 664 | 58,1,3,140,211,1,2,165,0,0,1,0 665 | 49,1,3,118,149,0,2,126,0,0.8,1,1 666 | 44,1,4,110,197,0,2,177,0,0,1,1 667 | 66,1,2,160,246,0,0,120,1,0,2,1 668 | 65,0,4,150,225,0,2,114,0,1,2,1 669 | 42,1,4,136,315,0,0,125,1,1.8,2,1 670 | 52,1,2,128,205,1,0,184,0,0,1,0 671 | 65,0,3,140,417,1,2,157,0,0.8,1,0 672 | 63,0,2,140,195,0,0,179,0,0,1,0 673 | 45,0,2,130,234,0,2,175,0,0.6,2,0 674 | 41,0,2,105,198,0,0,168,0,0,1,0 675 | 61,1,4,138,166,0,2,125,1,3.6,2,1 676 | 60,0,3,120,178,1,0,96,0,0,1,0 677 | 59,0,4,174,249,0,0,143,1,0,2,1 678 | 62,1,2,120,281,0,2,103,0,1.4,2,1 679 | 57,1,3,150,126,1,0,173,0,0.2,1,0 680 | 51,0,4,130,305,0,0,142,1,1.2,2,1 681 | 44,1,3,120,226,0,0,169,0,0,1,0 682 | 60,0,1,150,240,0,0,171,0,0.9,1,0 683 | 63,1,1,145,233,1,2,150,0,2.3,3,0 684 | 57,1,4,150,276,0,2,112,1,0.6,2,1 685 | 51,1,4,140,261,0,2,186,1,0,1,0 686 | 58,0,2,136,319,1,2,152,0,0,1,1 687 | 44,0,3,118,242,0,0,149,0,0.3,2,0 688 | 47,1,3,108,243,0,0,152,0,0,1,1 689 | 61,1,4,120,260,0,0,140,1,3.6,2,1 690 | 57,0,4,120,354,0,0,163,1,0.6,1,0 691 | 70,1,2,156,245,0,2,143,0,0,1,0 692 | 76,0,3,140,197,0,1,116,0,1.1,2,0 693 | 67,0,4,106,223,0,0,142,0,0.3,1,0 694 | 45,1,4,142,309,0,2,147,1,0,2,1 695 | 45,1,4,104,208,0,2,148,1,3,2,0 696 | 39,0,3,94,199,0,0,179,0,0,1,0 697 | 42,0,3,120,209,0,0,173,0,0,2,0 698 | 56,1,2,120,236,0,0,178,0,0.8,1,0 699 | 58,1,4,146,218,0,0,105,0,2,2,1 700 | 35,1,4,120,198,0,0,130,1,1.6,2,1 701 | 58,1,4,150,270,0,2,111,1,0.8,1,1 702 | 41,1,3,130,214,0,2,168,0,2,2,0 703 | 57,1,4,110,201,0,0,126,1,1.5,2,0 704 | 42,1,1,148,244,0,2,178,0,0.8,1,0 705 | 62,1,2,128,208,1,2,140,0,0,1,0 706 | 59,1,1,178,270,0,2,145,0,4.2,3,0 707 | 41,0,2,126,306,0,0,163,0,0,1,0 708 | 50,1,4,150,243,0,2,128,0,2.6,2,1 709 | 59,1,2,140,221,0,0,164,1,0,1,0 710 | 61,0,4,130,330,0,2,169,0,0,1,1 711 | 54,1,4,124,266,0,2,109,1,2.2,2,1 712 | 54,1,4,110,206,0,2,108,1,0,2,1 713 | 52,1,4,125,212,0,0,168,0,1,1,1 714 | 47,1,4,110,275,0,2,118,1,1,2,1 715 | 66,1,4,120,302,0,2,151,0,0.4,2,0 716 | 58,1,4,100,234,0,0,156,0,0.1,1,1 717 | 64,0,3,140,313,0,0,133,0,0.2,1,0 718 | 50,0,2,120,244,0,0,162,0,1.1,1,0 719 | 44,0,3,108,141,0,0,175,0,0.6,2,0 720 | 67,1,4,120,237,0,0,71,0,1,2,1 721 | 49,0,4,130,269,0,0,163,0,0,1,0 722 | 57,1,4,165,289,1,2,124,0,1,2,1 723 | 63,1,4,130,254,0,2,147,0,1.4,2,1 724 | 48,1,4,124,274,0,2,166,0,0.5,2,1 725 | 51,1,3,100,222,0,0,143,1,1.2,2,0 726 | 60,0,4,150,258,0,2,157,0,2.6,2,1 727 | 59,1,4,140,177,0,0,162,1,0,1,1 728 | 45,0,2,112,160,0,0,138,0,0,2,0 729 | 55,0,4,180,327,0,1,117,1,3.4,2,1 730 | 41,1,2,110,235,0,0,153,0,0,1,0 731 | 60,0,4,158,305,0,2,161,0,0,1,1 732 | 54,0,3,135,304,1,0,170,0,0,1,0 733 | 42,1,2,120,295,0,0,162,0,0,1,0 734 | 49,0,2,134,271,0,0,162,0,0,2,0 735 | 46,1,4,120,249,0,2,144,0,0.8,1,1 736 | 56,0,4,200,288,1,2,133,1,4,3,1 737 | 66,0,1,150,226,0,0,114,0,2.6,3,0 738 | 56,1,4,130,283,1,2,103,1,1.6,3,1 739 | 49,1,3,120,188,0,0,139,0,2,2,1 740 | 54,1,4,122,286,0,2,116,1,3.2,2,1 741 | 57,1,4,152,274,0,0,88,1,1.2,2,1 742 | 65,0,3,160,360,0,2,151,0,0.8,1,0 743 | 54,1,3,125,273,0,2,152,0,0.5,3,0 744 | 54,0,3,160,201,0,0,163,0,0,1,0 745 | 62,1,4,120,267,0,0,99,1,1.8,2,1 746 | 52,0,3,136,196,0,2,169,0,0.1,2,0 747 | 52,1,2,134,201,0,0,158,0,0.8,1,0 748 | 60,1,4,117,230,1,0,160,1,1.4,1,1 749 | 63,0,4,108,269,0,0,169,1,1.8,2,1 750 | 66,1,4,112,212,0,2,132,1,0.1,1,1 751 | 42,1,4,140,226,0,0,178,0,0,1,0 752 | 64,1,4,120,246,0,2,96,1,2.2,3,1 753 | 54,1,3,150,232,0,2,165,0,1.6,1,0 754 | 46,0,3,142,177,0,2,160,1,1.4,3,0 755 | 67,0,3,152,277,0,0,172,0,0,1,0 756 | 56,1,4,125,249,1,2,144,1,1.2,2,1 757 | 34,0,2,118,210,0,0,192,0,0.7,1,0 758 | 57,1,4,132,207,0,0,168,1,0,1,0 759 | 64,1,4,145,212,0,2,132,0,2,2,1 760 | 59,1,4,138,271,0,2,182,0,0,1,0 761 | 50,1,3,140,233,0,0,163,0,0.6,2,1 762 | 51,1,1,125,213,0,2,125,1,1.4,1,0 763 | 54,1,2,192,283,0,2,195,0,0,1,1 764 | 53,1,4,123,282,0,0,95,1,2,2,1 765 | 52,1,4,112,230,0,0,160,0,0,1,1 766 | 40,1,4,110,167,0,2,114,1,2,2,1 767 | 58,1,3,132,224,0,2,173,0,3.2,1,1 768 | 41,0,3,112,268,0,2,172,1,0,1,0 769 | 41,1,3,112,250,0,0,179,0,0,1,0 770 | 50,0,3,120,219,0,0,158,0,1.6,2,0 771 | 54,0,3,108,267,0,2,167,0,0,1,0 772 | 64,0,4,130,303,0,0,122,0,2,2,0 773 | 51,0,3,130,256,0,2,149,0,0.5,1,0 774 | 46,0,2,105,204,0,0,172,0,0,1,0 775 | 55,1,4,140,217,0,0,111,1,5.6,3,1 776 | 45,1,2,128,308,0,2,170,0,0,1,0 777 | 56,1,1,120,193,0,2,162,0,1.9,2,0 778 | 66,0,4,178,228,1,0,165,1,1,2,1 779 | 38,1,1,120,231,0,0,182,1,3.8,2,1 780 | 62,0,4,150,244,0,0,154,1,1.4,2,1 781 | 55,1,2,130,262,0,0,155,0,0,1,0 782 | 58,1,4,128,259,0,2,130,1,3,2,1 783 | 43,1,4,110,211,0,0,161,0,0,1,0 784 | 64,0,4,180,325,0,0,154,1,0,1,0 785 | 50,0,4,110,254,0,2,159,0,0,1,0 786 | 53,1,3,130,197,1,2,152,0,1.2,3,0 787 | 45,0,4,138,236,0,2,152,1,0.2,2,0 788 | 65,1,1,138,282,1,2,174,0,1.4,2,1 789 | 69,1,1,160,234,1,2,131,0,0.1,2,0 790 | 69,1,3,140,254,0,2,146,0,2,2,1 791 | 67,1,4,100,299,0,2,125,1,0.9,2,1 792 | 68,0,3,120,211,0,2,115,0,1.5,2,0 793 | 34,1,1,118,182,0,2,174,0,0,1,0 794 | 62,0,4,138,294,1,0,106,0,1.9,2,1 795 | 51,1,4,140,298,0,0,122,1,4.2,2,1 796 | 46,1,3,150,231,0,0,147,0,3.6,2,1 797 | 67,1,4,125,254,1,0,163,0,0.2,2,1 798 | 50,1,3,129,196,0,0,163,0,0,1,0 799 | 42,1,3,120,240,1,0,194,0,0.8,3,0 800 | 56,0,4,134,409,0,2,150,1,1.9,2,1 801 | 41,1,4,110,172,0,2,158,0,0,1,1 802 | 42,0,4,102,265,0,2,122,0,0.6,2,0 803 | 53,1,3,130,246,1,2,173,0,0,1,0 804 | 43,1,3,130,315,0,0,162,0,1.9,1,0 805 | 56,1,4,132,184,0,2,105,1,2.1,2,1 806 | 52,1,4,108,233,1,0,147,0,0.1,1,0 807 | 62,0,4,140,394,0,2,157,0,1.2,2,0 808 | 70,1,3,160,269,0,0,112,1,2.9,2,1 809 | 54,1,4,140,239,0,0,160,0,1.2,1,0 810 | 70,1,4,145,174,0,0,125,1,2.6,3,1 811 | 54,1,2,108,309,0,0,156,0,0,1,0 812 | 35,1,4,126,282,0,2,156,1,0,1,1 813 | 48,1,3,124,255,1,0,175,0,0,1,0 814 | 55,0,2,135,250,0,2,161,0,1.4,2,0 815 | 58,0,4,100,248,0,2,122,0,1,2,0 816 | 54,0,3,110,214,0,0,158,0,1.6,2,0 817 | 69,0,1,140,239,0,0,151,0,1.8,1,0 818 | 77,1,4,125,304,0,2,162,1,0,1,1 819 | 68,1,3,118,277,0,0,151,0,1,1,0 820 | 58,1,4,125,300,0,2,171,0,0,1,1 821 | 60,1,4,125,258,0,2,141,1,2.8,2,1 822 | 51,1,4,140,299,0,0,173,1,1.6,1,1 823 | 55,1,4,160,289,0,2,145,1,0.8,2,1 824 | 52,1,1,152,298,1,0,178,0,1.2,2,0 825 | 60,0,3,102,318,0,0,160,0,0,1,0 826 | 58,1,3,105,240,0,2,154,1,0.6,2,0 827 | 64,1,3,125,309,0,0,131,1,1.8,2,1 828 | 37,1,3,130,250,0,0,187,0,3.5,3,0 829 | 59,1,1,170,288,0,2,159,0,0.2,2,1 830 | 51,1,3,125,245,1,2,166,0,2.4,2,0 831 | 43,0,3,122,213,0,0,165,0,0.2,2,0 832 | 58,1,4,128,216,0,2,131,1,2.2,2,1 833 | 29,1,2,130,204,0,2,202,0,0,1,0 834 | 41,0,2,130,204,0,2,172,0,1.4,1,0 835 | 63,0,3,135,252,0,2,172,0,0,1,0 836 | 51,1,3,94,227,0,0,154,1,0,1,0 837 | 54,1,3,120,258,0,2,147,0,0.4,2,0 838 | 44,1,2,120,220,0,0,170,0,0,1,0 839 | 54,1,4,110,239,0,0,126,1,2.8,2,1 840 | 65,1,4,135,254,0,2,127,0,2.8,2,1 841 | 57,1,3,150,168,0,0,174,0,1.6,1,0 842 | 63,1,4,130,330,1,2,132,1,1.8,1,1 843 | 35,0,4,138,183,0,0,182,0,1.4,1,0 844 | 41,1,2,135,203,0,0,132,0,0,2,0 845 | 62,0,3,130,263,0,0,97,0,1.2,2,1 846 | 43,0,4,132,341,1,2,136,1,3,2,1 847 | 58,0,1,150,283,1,2,162,0,1,1,0 848 | 52,1,1,118,186,0,2,190,0,0,2,0 849 | 61,0,4,145,307,0,2,146,1,1,2,1 850 | 39,1,4,118,219,0,0,140,0,1.2,2,1 851 | 45,1,4,115,260,0,2,185,0,0,1,0 852 | 52,1,4,128,255,0,0,161,1,0,1,1 853 | 62,1,3,130,231,0,0,146,0,1.8,2,0 854 | 62,0,4,160,164,0,2,145,0,6.2,3,1 855 | 53,0,4,138,234,0,2,160,0,0,1,0 856 | 43,1,4,120,177,0,2,120,1,2.5,2,1 857 | 47,1,3,138,257,0,2,156,0,0,1,0 858 | 52,1,2,120,325,0,0,172,0,0.2,1,0 859 | 68,1,3,180,274,1,2,150,1,1.6,2,1 860 | 39,1,3,140,321,0,2,182,0,0,1,0 861 | 53,0,4,130,264,0,2,143,0,0.4,2,0 862 | 62,0,4,140,268,0,2,160,0,3.6,3,1 863 | 51,0,3,140,308,0,2,142,0,1.5,1,0 864 | 60,1,4,130,253,0,0,144,1,1.4,1,1 865 | 65,1,4,110,248,0,2,158,0,0.6,1,1 866 | 65,0,3,155,269,0,0,148,0,0.8,1,0 867 | 60,1,3,140,185,0,2,155,0,3,2,1 868 | 60,1,4,145,282,0,2,142,1,2.8,2,1 869 | 54,1,4,120,188,0,0,113,0,1.4,2,1 870 | 44,1,2,130,219,0,2,188,0,0,1,0 871 | 44,1,4,112,290,0,2,153,0,0,1,1 872 | 51,1,3,110,175,0,0,123,0,0.6,1,0 873 | 59,1,3,150,212,1,0,157,0,1.6,1,0 874 | 71,0,2,160,302,0,0,162,0,0.4,1,0 875 | 61,1,3,150,243,1,0,137,1,1,2,0 876 | 55,1,4,132,353,0,0,132,1,1.2,2,1 877 | 64,1,3,140,335,0,0,158,0,0,1,1 878 | 43,1,4,150,247,0,0,171,0,1.5,1,0 879 | 58,0,3,120,340,0,0,172,0,0,1,0 880 | 60,1,4,130,206,0,2,132,1,2.4,2,1 881 | 58,1,2,120,284,0,2,160,0,1.8,2,1 882 | 49,1,2,130,266,0,0,171,0,0.6,1,0 883 | 48,1,2,110,229,0,0,168,0,1,3,1 884 | 52,1,3,172,199,1,0,162,0,0.5,1,0 885 | 44,1,2,120,263,0,0,173,0,0,1,0 886 | 56,0,2,140,294,0,2,153,0,1.3,2,0 887 | 57,1,4,140,192,0,0,148,0,0.4,2,0 888 | 67,1,4,160,286,0,2,108,1,1.5,2,1 889 | 63,1,1,145,233,1,2,150,0,2.3,3,0 890 | 67,1,4,160,286,0,2,108,1,1.5,2,1 891 | 67,1,4,120,229,0,2,129,1,2.6,2,1 892 | 37,1,3,130,250,0,0,187,0,3.5,3,0 893 | 41,0,2,130,204,0,2,172,0,1.4,1,0 894 | 56,1,2,120,236,0,0,178,0,0.8,1,0 895 | 62,0,4,140,268,0,2,160,0,3.6,3,1 896 | 57,0,4,120,354,0,0,163,1,0.6,1,0 897 | 63,1,4,130,254,0,2,147,0,1.4,2,1 898 | 53,1,4,140,203,1,2,155,1,3.1,3,1 899 | 57,1,4,140,192,0,0,148,0,0.4,2,0 900 | 56,0,2,140,294,0,2,153,0,1.3,2,0 901 | 56,1,3,130,256,1,2,142,1,0.6,2,1 902 | 44,1,2,120,263,0,0,173,0,0,1,0 903 | 52,1,3,172,199,1,0,162,0,0.5,1,0 904 | 57,1,3,150,168,0,0,174,0,1.6,1,0 905 | 48,1,2,110,229,0,0,168,0,1,3,1 906 | 54,1,4,140,239,0,0,160,0,1.2,1,0 907 | 48,0,3,130,275,0,0,139,0,0.2,1,0 908 | 49,1,2,130,266,0,0,171,0,0.6,1,0 909 | 64,1,1,110,211,0,2,144,1,1.8,2,0 910 | 58,0,1,150,283,1,2,162,0,1,1,0 911 | 58,1,2,120,284,0,2,160,0,1.8,2,1 912 | 58,1,3,132,224,0,2,173,0,3.2,1,1 913 | 60,1,4,130,206,0,2,132,1,2.4,2,1 914 | 50,0,3,120,219,0,0,158,0,1.6,2,0 915 | 58,0,3,120,340,0,0,172,0,0,1,0 916 | 66,0,1,150,226,0,0,114,0,2.6,3,0 917 | 43,1,4,150,247,0,0,171,0,1.5,1,0 918 | 40,1,4,110,167,0,2,114,1,2,2,1 919 | 69,0,1,140,239,0,0,151,0,1.8,1,0 920 | 60,1,4,117,230,1,0,160,1,1.4,1,1 921 | 64,1,3,140,335,0,0,158,0,0,1,1 922 | 59,1,4,135,234,0,0,161,0,0.5,2,0 923 | 44,1,3,130,233,0,0,179,1,0.4,1,0 924 | 42,1,4,140,226,0,0,178,0,0,1,0 925 | 43,1,4,120,177,0,2,120,1,2.5,2,1 926 | 57,1,4,150,276,0,2,112,1,0.6,2,1 927 | 55,1,4,132,353,0,0,132,1,1.2,2,1 928 | 61,1,3,150,243,1,0,137,1,1,2,0 929 | 65,0,4,150,225,0,2,114,0,1,2,1 930 | 40,1,1,140,199,0,0,178,1,1.4,1,0 931 | 71,0,2,160,302,0,0,162,0,0.4,1,0 932 | 59,1,3,150,212,1,0,157,0,1.6,1,0 933 | 61,0,4,130,330,0,2,169,0,0,1,1 934 | 58,1,3,112,230,0,2,165,0,2.5,2,1 935 | 51,1,3,110,175,0,0,123,0,0.6,1,0 936 | 50,1,4,150,243,0,2,128,0,2.6,2,1 937 | 65,0,3,140,417,1,2,157,0,0.8,1,0 938 | 53,1,3,130,197,1,2,152,0,1.2,3,0 939 | 41,0,2,105,198,0,0,168,0,0,1,0 940 | 65,1,4,120,177,0,0,140,0,0.4,1,0 941 | 44,1,4,112,290,0,2,153,0,0,1,1 942 | 44,1,2,130,219,0,2,188,0,0,1,0 943 | 60,1,4,130,253,0,0,144,1,1.4,1,1 944 | 54,1,4,124,266,0,2,109,1,2.2,2,1 945 | 50,1,3,140,233,0,0,163,0,0.6,2,1 946 | 41,1,4,110,172,0,2,158,0,0,1,1 947 | 54,1,3,125,273,0,2,152,0,0.5,3,0 948 | 51,1,1,125,213,0,2,125,1,1.4,1,0 949 | 51,0,4,130,305,0,0,142,1,1.2,2,1 950 | 46,0,3,142,177,0,2,160,1,1.4,3,0 951 | 58,1,4,128,216,0,2,131,1,2.2,2,1 952 | 54,0,3,135,304,1,0,170,0,0,1,0 953 | 54,1,4,120,188,0,0,113,0,1.4,2,1 954 | 60,1,4,145,282,0,2,142,1,2.8,2,1 955 | 60,1,3,140,185,0,2,155,0,3,2,1 956 | 54,1,3,150,232,0,2,165,0,1.6,1,0 957 | 59,1,4,170,326,0,2,140,1,3.4,3,1 958 | 46,1,3,150,231,0,0,147,0,3.6,2,1 959 | 65,0,3,155,269,0,0,148,0,0.8,1,0 960 | 67,1,4,125,254,1,0,163,0,0.2,2,1 961 | 62,1,4,120,267,0,0,99,1,1.8,2,1 962 | 65,1,4,110,248,0,2,158,0,0.6,1,1 963 | 44,1,4,110,197,0,2,177,0,0,1,1 964 | 65,0,3,160,360,0,2,151,0,0.8,1,0 965 | 60,1,4,125,258,0,2,141,1,2.8,2,1 966 | 51,0,3,140,308,0,2,142,0,1.5,1,0 967 | 48,1,2,130,245,0,2,180,0,0.2,2,0 968 | 58,1,4,150,270,0,2,111,1,0.8,1,1 969 | 45,1,4,104,208,0,2,148,1,3,2,0 970 | 53,0,4,130,264,0,2,143,0,0.4,2,0 971 | 39,1,3,140,321,0,2,182,0,0,1,0 972 | 68,1,3,180,274,1,2,150,1,1.6,2,1 973 | 52,1,2,120,325,0,0,172,0,0.2,1,0 974 | 44,1,3,140,235,0,2,180,0,0,1,0 975 | 47,1,3,138,257,0,2,156,0,0,1,0 976 | 53,0,3,128,216,0,2,115,0,0,1,0 977 | 53,0,4,138,234,0,2,160,0,0,1,0 978 | 51,0,3,130,256,0,2,149,0,0.5,1,0 979 | 66,1,4,120,302,0,2,151,0,0.4,2,0 980 | 62,0,4,160,164,0,2,145,0,6.2,3,1 981 | 62,1,3,130,231,0,0,146,0,1.8,2,0 982 | 44,0,3,108,141,0,0,175,0,0.6,2,0 983 | 63,0,3,135,252,0,2,172,0,0,1,0 984 | 52,1,4,128,255,0,0,161,1,0,1,1 985 | 59,1,4,110,239,0,2,142,1,1.2,2,1 986 | 60,0,4,150,258,0,2,157,0,2.6,2,1 987 | 52,1,2,134,201,0,0,158,0,0.8,1,0 988 | 48,1,4,122,222,0,2,186,0,0,1,0 989 | 45,1,4,115,260,0,2,185,0,0,1,0 990 | 34,1,1,118,182,0,2,174,0,0,1,0 991 | 57,0,4,128,303,0,2,159,0,0,1,0 992 | 71,0,3,110,265,1,2,130,0,0,1,0 993 | 49,1,3,120,188,0,0,139,0,2,2,1 994 | 54,1,2,108,309,0,0,156,0,0,1,0 995 | 59,1,4,140,177,0,0,162,1,0,1,1 996 | 57,1,3,128,229,0,2,150,0,0.4,2,1 997 | 61,1,4,120,260,0,0,140,1,3.6,2,1 998 | 39,1,4,118,219,0,0,140,0,1.2,2,1 999 | 61,0,4,145,307,0,2,146,1,1,2,1 1000 | 56,1,4,125,249,1,2,144,1,1.2,2,1 1001 | 52,1,1,118,186,0,2,190,0,0,2,0 1002 | 43,0,4,132,341,1,2,136,1,3,2,1 1003 | 62,0,3,130,263,0,0,97,0,1.2,2,1 1004 | 41,1,2,135,203,0,0,132,0,0,2,0 1005 | 58,1,3,140,211,1,2,165,0,0,1,0 1006 | 35,0,4,138,183,0,0,182,0,1.4,1,0 1007 | 63,1,4,130,330,1,2,132,1,1.8,1,1 1008 | 65,1,4,135,254,0,2,127,0,2.8,2,1 1009 | 48,1,4,130,256,1,2,150,1,0,1,1 1010 | 63,0,4,150,407,0,2,154,0,4,2,1 1011 | 51,1,3,100,222,0,0,143,1,1.2,2,0 1012 | 55,1,4,140,217,0,0,111,1,5.6,3,1 1013 | 65,1,1,138,282,1,2,174,0,1.4,2,1 1014 | 45,0,2,130,234,0,2,175,0,0.6,2,0 1015 | 56,0,4,200,288,1,2,133,1,4,3,1 1016 | 54,1,4,110,239,0,0,126,1,2.8,2,1 1017 | 44,1,2,120,220,0,0,170,0,0,1,0 1018 | 62,0,4,124,209,0,0,163,0,0,1,0 1019 | 54,1,3,120,258,0,2,147,0,0.4,2,0 1020 | 51,1,3,94,227,0,0,154,1,0,1,0 1021 | 29,1,2,130,204,0,2,202,0,0,1,0 1022 | 51,1,4,140,261,0,2,186,1,0,1,0 1023 | 43,0,3,122,213,0,0,165,0,0.2,2,0 1024 | 55,0,2,135,250,0,2,161,0,1.4,2,0 1025 | 70,1,4,145,174,0,0,125,1,2.6,3,1 1026 | 62,1,2,120,281,0,2,103,0,1.4,2,1 1027 | 35,1,4,120,198,0,0,130,1,1.6,2,1 1028 | 51,1,3,125,245,1,2,166,0,2.4,2,0 1029 | 59,1,2,140,221,0,0,164,1,0,1,0 1030 | 59,1,1,170,288,0,2,159,0,0.2,2,1 1031 | 52,1,2,128,205,1,0,184,0,0,1,0 1032 | 64,1,3,125,309,0,0,131,1,1.8,2,1 1033 | 58,1,3,105,240,0,2,154,1,0.6,2,0 1034 | 47,1,3,108,243,0,0,152,0,0,1,1 1035 | 57,1,4,165,289,1,2,124,0,1,2,1 1036 | 41,1,3,112,250,0,0,179,0,0,1,0 1037 | 45,1,2,128,308,0,2,170,0,0,1,0 1038 | 60,0,3,102,318,0,0,160,0,0,1,0 1039 | 52,1,1,152,298,1,0,178,0,1.2,2,0 1040 | 42,0,4,102,265,0,2,122,0,0.6,2,0 1041 | 67,0,3,115,564,0,2,160,0,1.6,2,0 1042 | 55,1,4,160,289,0,2,145,1,0.8,2,1 1043 | 64,1,4,120,246,0,2,96,1,2.2,3,1 1044 | 70,1,4,130,322,0,2,109,0,2.4,2,1 1045 | 51,1,4,140,299,0,0,173,1,1.6,1,1 1046 | 58,1,4,125,300,0,2,171,0,0,1,1 1047 | 60,1,4,140,293,0,2,170,0,1.2,2,1 1048 | 68,1,3,118,277,0,0,151,0,1,1,0 1049 | 46,1,2,101,197,1,0,156,0,0,1,0 1050 | 77,1,4,125,304,0,2,162,1,0,1,1 1051 | 54,0,3,110,214,0,0,158,0,1.6,2,0 1052 | 58,0,4,100,248,0,2,122,0,1,2,0 1053 | 48,1,3,124,255,1,0,175,0,0,1,0 1054 | 57,1,4,132,207,0,0,168,1,0,1,0 1055 | 52,1,3,138,223,0,0,169,0,0,1,0 1056 | 54,0,2,132,288,1,2,159,1,0,1,0 1057 | 35,1,4,126,282,0,2,156,1,0,1,1 1058 | 45,0,2,112,160,0,0,138,0,0,2,0 1059 | 70,1,3,160,269,0,0,112,1,2.9,2,1 1060 | 53,1,4,142,226,0,2,111,1,0,1,0 1061 | 59,0,4,174,249,0,0,143,1,0,2,1 1062 | 62,0,4,140,394,0,2,157,0,1.2,2,0 1063 | 64,1,4,145,212,0,2,132,0,2,2,1 1064 | 57,1,4,152,274,0,0,88,1,1.2,2,1 1065 | 52,1,4,108,233,1,0,147,0,0.1,1,0 1066 | 56,1,4,132,184,0,2,105,1,2.1,2,1 1067 | 43,1,3,130,315,0,0,162,0,1.9,1,0 1068 | 53,1,3,130,246,1,2,173,0,0,1,0 1069 | 48,1,4,124,274,0,2,166,0,0.5,2,1 1070 | 56,0,4,134,409,0,2,150,1,1.9,2,1 1071 | 42,1,1,148,244,0,2,178,0,0.8,1,0 1072 | 59,1,1,178,270,0,2,145,0,4.2,3,0 1073 | 60,0,4,158,305,0,2,161,0,0,1,1 1074 | 63,0,2,140,195,0,0,179,0,0,1,0 1075 | 42,1,3,120,240,1,0,194,0,0.8,3,0 1076 | 66,1,2,160,246,0,0,120,1,0,2,1 1077 | 54,1,2,192,283,0,2,195,0,0,1,1 1078 | 69,1,3,140,254,0,2,146,0,2,2,1 1079 | 50,1,3,129,196,0,0,163,0,0,1,0 1080 | 51,1,4,140,298,0,0,122,1,4.2,2,1 1081 | 43,1,4,132,247,1,2,143,1,0.1,2,1 1082 | 62,0,4,138,294,1,0,106,0,1.9,2,1 1083 | 68,0,3,120,211,0,2,115,0,1.5,2,0 1084 | 67,1,4,100,299,0,2,125,1,0.9,2,1 1085 | 69,1,1,160,234,1,2,131,0,0.1,2,0 1086 | 45,0,4,138,236,0,2,152,1,0.2,2,0 1087 | 50,0,2,120,244,0,0,162,0,1.1,1,0 1088 | 59,1,1,160,273,0,2,125,0,0,1,1 1089 | 50,0,4,110,254,0,2,159,0,0,1,0 1090 | 64,0,4,180,325,0,0,154,1,0,1,0 1091 | 57,1,3,150,126,1,0,173,0,0.2,1,0 1092 | 64,0,3,140,313,0,0,133,0,0.2,1,0 1093 | 43,1,4,110,211,0,0,161,0,0,1,0 1094 | 45,1,4,142,309,0,2,147,1,0,2,1 1095 | 58,1,4,128,259,0,2,130,1,3,2,1 1096 | 50,1,4,144,200,0,2,126,1,0.9,2,1 1097 | 55,1,2,130,262,0,0,155,0,0,1,0 1098 | 62,0,4,150,244,0,0,154,1,1.4,2,1 1099 | 37,0,3,120,215,0,0,170,0,0,1,0 1100 | 38,1,1,120,231,0,0,182,1,3.8,2,1 1101 | 41,1,3,130,214,0,2,168,0,2,2,0 1102 | 66,0,4,178,228,1,0,165,1,1,2,1 1103 | 52,1,4,112,230,0,0,160,0,0,1,1 1104 | 56,1,1,120,193,0,2,162,0,1.9,2,0 1105 | 46,0,2,105,204,0,0,172,0,0,1,0 1106 | 46,0,4,138,243,0,2,152,1,0,2,0 1107 | 64,0,4,130,303,0,0,122,0,2,2,0 1108 | 59,1,4,138,271,0,2,182,0,0,1,0 1109 | 41,0,3,112,268,0,2,172,1,0,1,0 1110 | 54,0,3,108,267,0,2,167,0,0,1,0 1111 | 39,0,3,94,199,0,0,179,0,0,1,0 1112 | 53,1,4,123,282,0,0,95,1,2,2,1 1113 | 63,0,4,108,269,0,0,169,1,1.8,2,1 1114 | 34,0,2,118,210,0,0,192,0,0.7,1,0 1115 | 47,1,4,112,204,0,0,143,0,0.1,1,0 1116 | 67,0,3,152,277,0,0,172,0,0,1,0 1117 | 54,1,4,110,206,0,2,108,1,0,2,1 1118 | 66,1,4,112,212,0,2,132,1,0.1,1,1 1119 | 52,0,3,136,196,0,2,169,0,0.1,2,0 1120 | 55,0,4,180,327,0,1,117,1,3.4,2,1 1121 | 49,1,3,118,149,0,2,126,0,0.8,1,1 1122 | 74,0,2,120,269,0,2,121,1,0.2,1,0 1123 | 54,0,3,160,201,0,0,163,0,0,1,0 1124 | 54,1,4,122,286,0,2,116,1,3.2,2,1 1125 | 56,1,4,130,283,1,2,103,1,1.6,3,1 1126 | 46,1,4,120,249,0,2,144,0,0.8,1,1 1127 | 49,0,2,134,271,0,0,162,0,0,2,0 1128 | 42,1,2,120,295,0,0,162,0,0,1,0 1129 | 41,1,2,110,235,0,0,153,0,0,1,0 1130 | 41,0,2,126,306,0,0,163,0,0,1,0 1131 | 49,0,4,130,269,0,0,163,0,0,1,0 1132 | 61,1,1,134,234,0,0,145,0,2.6,2,1 1133 | 60,0,3,120,178,1,0,96,0,0,1,0 1134 | 67,1,4,120,237,0,0,71,0,1,2,1 1135 | 58,1,4,100,234,0,0,156,0,0.1,1,1 1136 | 47,1,4,110,275,0,2,118,1,1,2,1 1137 | 52,1,4,125,212,0,0,168,0,1,1,1 1138 | 62,1,2,128,208,1,2,140,0,0,1,0 1139 | 57,1,4,110,201,0,0,126,1,1.5,2,0 1140 | 58,1,4,146,218,0,0,105,0,2,2,1 1141 | 64,1,4,128,263,0,0,105,1,0.2,2,0 1142 | 51,0,3,120,295,0,2,157,0,0.6,1,0 1143 | 43,1,4,115,303,0,0,181,0,1.2,2,0 1144 | 42,0,3,120,209,0,0,173,0,0,2,0 1145 | 67,0,4,106,223,0,0,142,0,0.3,1,0 1146 | 76,0,3,140,197,0,1,116,0,1.1,2,0 1147 | 70,1,2,156,245,0,2,143,0,0,1,0 1148 | 57,1,2,124,261,0,0,141,0,0.3,1,1 1149 | 44,0,3,118,242,0,0,149,0,0.3,2,0 1150 | 58,0,2,136,319,1,2,152,0,0,1,1 1151 | 60,0,1,150,240,0,0,171,0,0.9,1,0 1152 | 44,1,3,120,226,0,0,169,0,0,1,0 1153 | 61,1,4,138,166,0,2,125,1,3.6,2,1 1154 | 42,1,4,136,315,0,0,125,1,1.8,2,1 1155 | 52,1,4,128,204,1,0,156,1,1,2,1 1156 | 59,1,3,126,218,1,0,134,0,2.2,2,1 1157 | 40,1,4,152,223,0,0,181,0,0,1,1 1158 | 42,1,3,130,180,0,0,150,0,0,1,0 1159 | 61,1,4,140,207,0,2,138,1,1.9,1,1 1160 | 66,1,4,160,228,0,2,138,0,2.3,1,0 1161 | 46,1,4,140,311,0,0,120,1,1.8,2,1 1162 | 71,0,4,112,149,0,0,125,0,1.6,2,0 1163 | 59,1,1,134,204,0,0,162,0,0.8,1,1 1164 | 64,1,1,170,227,0,2,155,0,0.6,2,0 1165 | 66,0,3,146,278,0,2,152,0,0,2,0 1166 | 39,0,3,138,220,0,0,152,0,0,2,0 1167 | 57,1,2,154,232,0,2,164,0,0,1,1 1168 | 58,0,4,130,197,0,0,131,0,0.6,2,0 1169 | 57,1,4,110,335,0,0,143,1,3,2,1 1170 | 47,1,3,130,253,0,0,179,0,0,1,0 1171 | 55,0,4,128,205,0,1,130,1,2,2,1 1172 | 35,1,2,122,192,0,0,174,0,0,1,0 1173 | 61,1,4,148,203,0,0,161,0,0,1,1 1174 | 58,1,4,114,318,0,1,140,0,4.4,3,1 1175 | 58,0,4,170,225,1,2,146,1,2.8,2,1 1176 | 58,1,2,125,220,0,0,144,0,0.4,2,0 1177 | 56,1,2,130,221,0,2,163,0,0,1,0 1178 | 56,1,2,120,240,0,0,169,0,0,3,0 1179 | 67,1,3,152,212,0,2,150,0,0.8,2,1 1180 | 55,0,2,132,342,0,0,166,0,1.2,1,0 1181 | 44,1,4,120,169,0,0,144,1,2.8,3,1 1182 | 63,1,4,140,187,0,2,144,1,4,1,1 1183 | 63,0,4,124,197,0,0,136,1,0,2,1 1184 | 41,1,2,120,157,0,0,182,0,0,1,0 1185 | 59,1,4,164,176,1,2,90,0,1,2,1 1186 | 57,0,4,140,241,0,0,123,1,0.2,2,1 1187 | 45,1,1,110,264,0,0,132,0,1.2,2,1 1188 | 68,1,4,144,193,1,0,141,0,3.4,2,1 1189 | 57,1,4,130,131,0,0,115,1,1.2,2,1 1190 | 57,0,2,130,236,0,2,174,0,0,2,1 1191 | 38,1,3,138,175,0,0,173,0,0,1,0 1192 | --------------------------------------------------------------------------------