├── README.md ├── batch.python └── corrected_test_dataset.csv /README.md: -------------------------------------------------------------------------------- 1 | Step 1: Initialization 2 | 1. Sensor Setup: 3 | Install capacitive sensors, infrared sensors, and pressure sensors 4 | around the cutting blade.Connect sensors to a microcontroller or edge device 5 | for data processing. 6 | 2. System Configuration: 7 | Initialize sensor thresholds for detecting skin or unusual proximity. 8 | Load a pre-trained ML model onto the microcontroller. 9 | Step 2: Data Collection and Preprocessing 10 | 1. Real-time Data Collection: 11 | Continuously collect data from the sensors during woodcutting 12 | operations. 13 | 2. Data Preprocessing: 14 | Normalize sensor readings for consistent input to the ML model. 15 | Remove noise from data (e.g., irrelevant environmental readings). 16 | Step 3: ML Model Training (Offline) 17 | 1. Dataset Preparation: 18 | Gather labeled data representing normal operations (cutting wood) 19 | and hazardous events (contact with human skin or unexpected objects). 20 | 2. Model Selection: 21 | Choose an appropriate ML algorithm (e.g., decision tree, neural 22 | network, or SVM) based on the dataset complexity. 23 | 3. Training and Validation: 24 | Train the model to recognize patterns distinguishing safe from unsafe 25 | scenarios. Validate the model using test data to ensure accuracy and 26 | reliability. 27 | 4. Deployment: 28 | Deploy the trained model onto the edge device for real-time decision 29 | making. 30 | Step 4: Real-Time Hazard Detection 31 | 1. Data Input: 32 | Feed live sensor data into the ML model running on the 33 | microcontroller. 34 | 2. Prediction: 35 | The ML model analyzes the data to predict whether the current 36 | operation is safe or hazardous. 37 | 3. Threshold Monitoring: 38 | Compare the model's prediction to predefined safety thresholds. If the prediction indicates a hazard, proceed to the next step. 39 | Step 5: Trigger Braking Mechanism 40 | 1. Brake Activation: 41 | Send a signal to the electromagnetic braking system or spring-loaded 42 | brake to stop the blade instantly. 43 | 2. Time Optimization: 44 | Ensure the blade stops within milliseconds to minimize injury. 45 | Step 6: Feedback and Adaptation 46 | 1. Error Logging: 47 | Log instances of false positives (unnecessary braking) and false 48 | negatives (missed hazards). 49 | 2. Model Update: 50 | Retrain the ML model periodically using updated data to improve 51 | accuracy. 52 | 3. System Calibration: 53 | Adjust sensor thresholds or model sensitivity based on feedback to 54 | enhance performance. 55 | Step 7: Safety and Efficiency Monitoring 56 | 1. Continuous Monitoring: 57 | Regularly assess system performance to ensure reliable hazard 58 | detection and braking response. 59 | 2. User Alerts: 60 | Notify the operator of any system errors or necessary maintenance. 61 | Summary of Algorithm Workflow: 62 | 1. Initialize sensors and deploy the trained ML model. 63 | 2. Collect and preprocess real-time sensor data. 64 | 3. Feed data into the ML model for hazard prediction. 65 | 4. Trigger the braking mechanism upon hazard detection. 66 | 5. Log feedback and periodically update the system for improved safety and efficiency 67 | -------------------------------------------------------------------------------- /batch.python: -------------------------------------------------------------------------------- 1 | import pandas as pd 2 | import tkinter as tk 3 | from tkinter import messagebox, filedialog 4 | import threading 5 | import time 6 | import random # Simulating speed sensor input 7 | 8 | class BrakingSystem: 9 | def __init__(self): 10 | self.speed_limit = 3000 # Default speed limit (RPM) 11 | self.current_speed = 0 12 | self.is_running = True 13 | 14 | def upload_dataset(self, file_path): 15 | """ 16 | Uploads a dataset to configure the speed limit. 17 | :param file_path: Path to the dataset file. 18 | """ 19 | try: 20 | df = pd.read_csv(r'C:\Users\Dhashna\Downloads\corrected_test_dataset.csv') 21 | if 'SpeedLimit' in df.columns: 22 | self.speed_limit = int(df['SpeedLimit'].iloc[0]) 23 | print(f"Speed limit updated to {self.speed_limit} RPM.") 24 | messagebox.showinfo("Dataset Upload", f"Speed limit set to {self.speed_limit} RPM.") 25 | else: 26 | raise ValueError("Dataset must contain a 'SpeedLimit' column.") 27 | except Exception as e: 28 | messagebox.showerror("Error", f"Failed to upload dataset: {e}") 29 | 30 | def calculate_speed(self): 31 | """ 32 | Simulates speed calculation. Replace with real sensor data. 33 | """ 34 | self.current_speed = random.randint(0, 5000) # Simulated speed 35 | return self.current_speed 36 | 37 | def stop_blade(self): 38 | """ 39 | Stops the blade if the speed exceeds the limit. 40 | """ 41 | self.is_running = False 42 | print("Emergency stop! Blade stopped.") 43 | messagebox.showwarning("Emergency Stop", "Blade stopped due to speed limit violation!") 44 | 45 | def monitor_speed(self, speed_label): 46 | """ 47 | Continuously monitors the speed and activates the brake if necessary. 48 | """ 49 | self.is_running = True 50 | while self.is_running: 51 | speed = self.calculate_speed() 52 | speed_label.config(text=f"Current Speed: {speed} RPM") 53 | print(f"Current Speed: {speed} RPM") 54 | if speed > self.speed_limit: 55 | self.stop_blade() 56 | break 57 | time.sleep(1) # Simulate real-time monitoring 58 | 59 | # Tkinter GUI 60 | class BrakingSystemGUI: 61 | def __init__(self, braking_system): 62 | self.braking_system = braking_system 63 | self.root = tk.Tk() 64 | self.root.title("Ultrafast Electronic Braking System") 65 | self.root.config(bg="lightblue") # Set background color 66 | self.root.geometry("500x350") # Adjust window size 67 | self.root.iconbitmap('') # Remove window icon by providing an empty string 68 | self.setup_gui() 69 | 70 | def setup_gui(self): 71 | # Speed Limit Display with larger font size 72 | self.speed_limit_label = tk.Label(self.root, text=f"Speed Limit: {self.braking_system.speed_limit} RPM", font=("Arial", 18), bg="lightblue") 73 | self.speed_limit_label.pack(pady=10) 74 | 75 | # Current Speed Display with larger font size 76 | self.current_speed_label = tk.Label(self.root, text="Current Speed: 0 RPM", font=("Arial", 18), bg="lightblue") 77 | self.current_speed_label.pack(pady=10) 78 | 79 | # Upload Dataset Button 80 | upload_button = tk.Button(self.root, text="Upload Dataset", command=self.upload_dataset, font=("Arial", 14), width=25, height=3, bg="red", fg="white") 81 | upload_button.pack(pady=20) 82 | 83 | # Start Monitoring Button 84 | start_button = tk.Button(self.root, text="Start Monitoring", command=self.start_monitoring, font=("Arial", 14), width=25, height=3, bg="red", fg="white") 85 | start_button.pack(pady=20) 86 | 87 | # Emergency Stop Button 88 | stop_button = tk.Button(self.root, text="Emergency Stop", command=self.emergency_stop, font=("Arial", 14), width=25, height=3, bg="red", fg="white") 89 | stop_button.pack(pady=20) 90 | 91 | def upload_dataset(self): 92 | file_path = filedialog.askopenfilename(filetypes=[("CSV Files", "*.csv")]) 93 | if file_path: 94 | self.braking_system.upload_dataset(file_path) 95 | self.speed_limit_label.config(text=f"Speed Limit: {self.braking_system.speed_limit} RPM") 96 | 97 | def start_monitoring(self): 98 | # Ensure the previous monitoring session is stopped 99 | self.braking_system.is_running = False 100 | monitoring_thread = threading.Thread(target=self.braking_system.monitor_speed, args=(self.current_speed_label,)) 101 | monitoring_thread.start() 102 | 103 | def emergency_stop(self): 104 | self.braking_system.is_running = False 105 | self.braking_system.stop_blade() 106 | 107 | def run(self): 108 | self.root.mainloop() 109 | 110 | # Main Program 111 | if __name__ == "__main__": 112 | # Initialize the braking system 113 | braking_system = BrakingSystem() 114 | 115 | # Start the GUI 116 | gui = BrakingSystemGUI(braking_system) 117 | gui.run() 118 | 119 | -------------------------------------------------------------------------------- /corrected_test_dataset.csv: -------------------------------------------------------------------------------- 1 | test id,blade speed,time,voltage,current,distance,SpeedLimit 2 | 1,1444,19,210.66,12.74,38,60 3 | 2,1496,19,219.98,11.48,42,50 4 | 3,1678,11,222.01,8.66,32,60 5 | 4,1422,16,211.25,10.04,28,50 6 | 5,1443,11,224.42,14.89,43,40 7 | 6,1426,15,214.61,14.73,43,40 8 | 7,1681,14,223.7,10.24,34,60 9 | 8,1496,13,229.64,14.97,44,40 10 | 9,1435,16,223.82,13.92,45,40 11 | 10,1508,17,227.66,12.28,22,60 12 | 11,1454,13,228.96,8.28,43,40 13 | 12,1591,10,219.74,14.31,20,60 14 | 13,1618,10,224.05,11.9,35,60 15 | 14,1584,10,227.04,14.08,27,40 16 | 15,1468,10,217.13,13.84,48,40 17 | 16,1529,14,215.23,13.83,42,40 18 | 17,1454,13,228.93,12.89,32,40 19 | 18,1496,18,224.53,10.04,27,40 20 | 19,1486,12,214.39,10.35,36,50 21 | 20,1693,16,218.98,10.16,41,40 22 | 21,1518,17,225.93,8.14,42,50 23 | 22,1607,15,220.94,12.08,33,60 24 | 23,1553,19,223.0,12.89,46,40 25 | 24,1434,10,225.08,13.98,40,40 26 | 25,1478,17,222.44,8.98,49,40 27 | 26,1466,19,220.8,11.81,40,60 28 | 27,1433,12,224.99,8.06,26,50 29 | 28,1496,17,224.55,8.67,46,50 30 | 29,1568,13,222.6,8.38,34,40 31 | 30,1568,17,217.2,13.08,35,40 32 | 31,1550,10,218.12,8.57,38,40 33 | 32,1470,12,229.41,13.02,25,40 34 | 33,1402,15,212.25,9.75,42,60 35 | 34,1431,18,215.37,14.14,20,40 36 | 35,1686,11,219.85,13.69,31,60 37 | 36,1481,10,226.73,14.7,37,40 38 | 37,1442,19,213.27,14.19,35,50 39 | 38,1504,12,215.54,14.53,31,50 40 | 39,1400,13,211.32,14.01,39,40 41 | 40,1460,14,224.12,12.85,32,40 42 | 41,1669,12,214.76,9.19,27,60 43 | 42,1579,19,217.77,9.9,46,40 44 | 43,1623,11,218.87,9.49,48,40 45 | 44,1405,11,227.83,12.23,49,40 46 | 45,1502,16,218.23,11.53,45,50 47 | 46,1409,18,212.9,14.07,41,60 48 | 47,1470,19,220.49,14.67,20,50 49 | 48,1489,11,229.26,10.83,45,60 50 | 49,1625,16,222.15,11.54,40,50 51 | 50,1557,16,229.67,14.8,26,40 52 | 51,1627,16,226.82,9.93,34,50 53 | 52,1525,12,210.72,13.55,48,50 54 | 53,1608,16,223.17,9.58,41,60 55 | 54,1496,10,215.74,12.77,32,60 56 | 55,1473,19,221.19,9.78,32,50 57 | 56,1514,10,215.59,14.19,47,60 58 | 57,1590,14,216.98,11.93,28,60 59 | 58,1569,11,228.46,9.3,43,60 60 | 59,1603,18,214.13,9.57,34,60 61 | 60,1455,16,227.48,11.46,23,60 62 | 61,1607,13,210.61,14.73,32,50 63 | 62,1440,13,211.82,13.39,46,60 64 | 63,1431,11,227.09,11.42,31,40 65 | 64,1414,14,222.61,10.36,24,50 66 | 65,1461,13,224.94,11.84,26,50 67 | 66,1554,10,214.19,13.24,27,50 68 | 67,1683,17,220.74,13.49,24,60 69 | 68,1608,12,224.74,10.27,28,40 70 | 69,1586,15,222.55,13.05,33,60 71 | 70,1529,13,219.43,12.6,45,50 72 | 71,1526,18,229.2,14.71,31,50 73 | 72,1691,16,223.52,14.52,23,50 74 | 73,1513,18,228.16,13.53,39,50 75 | 74,1598,19,224.6,13.06,48,60 76 | 75,1412,12,224.71,9.92,27,40 77 | 76,1670,10,211.6,13.92,36,40 78 | 77,1488,14,217.19,10.99,27,50 79 | 78,1614,12,227.17,9.91,40,40 80 | 79,1677,15,214.65,10.69,48,50 81 | 80,1602,17,212.31,13.85,49,50 82 | 81,1473,13,216.52,9.04,46,40 83 | 82,1424,14,214.41,11.19,20,50 84 | 83,1500,14,228.51,11.45,39,40 85 | 84,1575,13,227.36,8.26,21,50 86 | 85,1516,13,219.99,9.37,23,40 87 | 86,1565,13,211.23,13.79,43,50 88 | 87,1440,13,224.29,13.82,40,40 89 | 88,1519,13,222.47,10.05,20,50 90 | 89,1496,14,229.41,14.12,26,50 91 | 90,1544,11,221.18,13.4,20,50 92 | 91,1615,11,216.73,10.93,28,40 93 | 92,1628,18,220.38,13.24,22,60 94 | 93,1529,11,229.59,14.73,31,50 95 | 94,1536,15,223.93,11.21,38,50 96 | 95,1672,11,223.44,9.67,34,40 97 | 96,1516,14,214.81,14.59,41,50 98 | 97,1493,13,224.87,12.23,35,50 99 | 98,1567,16,225.01,8.74,29,50 100 | 99,1602,16,216.35,12.01,41,50 101 | 100,1548,15,219.67,11.5,48,60 102 | 101,1582,19,215.89,13.99,46,60 103 | 102,1551,14,215.17,11.71,46,50 104 | 103,1473,10,210.52,9.79,25,50 105 | 104,1673,12,215.7,12.73,48,50 106 | 105,1441,18,221.08,11.8,36,60 107 | 106,1611,10,210.03,9.63,40,60 108 | 107,1500,14,215.66,12.02,47,40 109 | 108,1444,11,227.63,13.75,41,40 110 | 109,1481,13,221.87,8.2,43,50 111 | 110,1416,10,222.16,12.42,48,50 112 | 111,1472,12,218.07,10.45,36,60 113 | 112,1413,19,223.53,10.05,40,50 114 | 113,1556,16,213.8,10.75,38,50 115 | 114,1622,19,226.37,10.39,37,60 116 | 115,1531,12,212.33,13.83,30,60 117 | 116,1446,13,223.12,9.92,43,60 118 | 117,1506,11,216.82,13.13,26,60 119 | 118,1507,12,224.95,8.66,29,40 120 | 119,1664,18,221.0,14.66,26,60 121 | 120,1604,12,219.05,12.36,24,60 122 | 121,1478,14,213.39,12.95,31,50 123 | 122,1554,11,222.74,10.09,35,50 124 | 123,1670,13,229.5,10.88,48,50 125 | 124,1646,16,226.51,9.57,44,40 126 | 125,1418,16,211.2,14.53,40,60 127 | 126,1425,12,217.52,11.42,37,60 128 | 127,1616,14,228.51,12.41,22,40 129 | 128,1553,10,220.06,13.14,39,60 130 | 129,1553,19,223.24,10.6,34,50 131 | 130,1573,19,228.25,13.04,24,40 132 | 131,1491,19,227.48,12.73,32,60 133 | 132,1580,10,220.04,12.94,38,40 134 | 133,1530,14,218.75,11.42,31,40 135 | 134,1697,19,216.79,10.68,49,60 136 | 135,1674,18,224.38,9.55,42,50 137 | 136,1672,10,215.74,13.77,40,60 138 | 137,1475,10,215.0,12.26,24,60 139 | 138,1576,13,217.12,11.11,25,50 140 | 139,1583,13,213.54,14.61,26,60 141 | 140,1530,11,223.9,8.33,45,60 142 | 141,1448,18,222.32,13.95,29,60 143 | 142,1454,18,219.66,14.98,35,40 144 | 143,1553,11,217.81,14.21,27,40 145 | 144,1599,18,228.18,13.67,28,40 146 | 145,1517,15,210.58,10.62,46,60 147 | 146,1662,17,225.38,9.62,23,50 148 | 147,1445,19,228.04,13.14,40,40 149 | 148,1588,13,218.93,10.13,40,50 150 | 149,1528,11,221.01,9.23,27,60 151 | 150,1448,11,228.89,13.51,44,40 152 | 151,1424,18,214.25,10.19,26,60 153 | 152,1665,10,220.4,14.4,34,50 154 | 153,1517,16,219.49,13.88,40,40 155 | 154,1543,12,215.17,13.93,22,40 156 | 155,1599,12,226.37,13.4,36,40 157 | 156,1556,11,227.99,14.17,30,40 158 | 157,1533,19,225.64,13.64,28,50 159 | 158,1547,15,213.91,12.22,24,40 160 | 159,1470,19,211.73,10.07,44,60 161 | 160,1632,11,222.11,14.22,29,40 162 | 161,1698,19,211.14,13.88,34,50 163 | 162,1553,13,223.46,11.31,47,40 164 | 163,1489,19,220.61,8.27,48,50 165 | 164,1598,18,223.26,12.47,33,50 166 | 165,1560,18,221.8,8.35,23,60 167 | 166,1425,15,218.45,14.48,40,40 168 | 167,1520,13,214.02,14.73,39,40 169 | 168,1611,16,216.11,9.33,21,40 170 | 169,1462,10,220.49,12.73,31,60 171 | 170,1467,13,223.04,8.65,20,60 172 | 171,1652,14,225.59,13.11,43,50 173 | 172,1401,17,225.34,10.43,39,50 174 | 173,1507,11,229.45,12.77,24,50 175 | 174,1685,14,215.72,10.61,25,60 176 | 175,1448,15,211.42,9.02,49,60 177 | 176,1539,14,216.91,10.84,43,60 178 | 177,1617,18,224.87,8.79,30,50 179 | 178,1443,19,218.76,12.04,27,60 180 | 179,1668,10,226.36,8.29,26,50 181 | 180,1477,12,220.99,11.69,23,50 182 | 181,1615,11,228.6,14.2,25,40 183 | 182,1497,12,228.96,13.87,35,40 184 | 183,1635,19,211.39,14.18,39,40 185 | 184,1681,18,219.13,14.45,34,50 186 | 185,1548,18,222.19,8.73,33,40 187 | 186,1465,19,215.12,8.9,42,40 188 | 187,1633,11,218.14,11.9,31,40 189 | 188,1486,12,223.55,14.26,48,60 190 | 189,1478,13,214.53,14.82,31,50 191 | 190,1604,18,222.04,8.32,35,40 192 | 191,1678,12,223.95,10.49,34,60 193 | 192,1653,16,211.81,9.49,48,60 194 | 193,1529,12,219.95,13.29,32,60 195 | 194,1483,16,215.26,12.48,30,40 196 | 195,1675,16,224.49,8.84,49,60 197 | 196,1586,18,213.79,11.38,36,50 198 | 197,1445,11,227.84,12.8,40,60 199 | 198,1582,15,218.62,13.45,34,60 200 | 199,1667,18,213.96,8.14,33,60 201 | 200,1695,11,218.76,14.23,29,60 202 | 201,1499,11,218.17,11.98,31,50 203 | 202,1477,14,218.58,13.68,35,40 204 | 203,1671,19,221.71,13.66,34,50 205 | 204,1561,19,220.42,9.33,29,50 206 | 205,1443,19,213.0,8.77,23,40 207 | 206,1637,17,211.31,13.05,46,60 208 | 207,1533,18,224.59,9.09,42,40 209 | 208,1591,11,221.19,13.95,48,40 210 | 209,1677,14,217.18,13.08,28,50 211 | 210,1417,16,226.17,13.89,40,40 212 | 211,1411,15,217.76,10.09,39,60 213 | 212,1579,15,225.92,10.22,28,50 214 | 213,1522,16,216.12,12.7,40,60 215 | 214,1645,12,211.46,8.22,44,50 216 | 215,1621,12,228.65,13.09,43,60 217 | 216,1450,19,217.89,13.85,39,40 218 | 217,1470,18,225.85,10.91,30,40 219 | 218,1447,17,215.58,13.35,30,40 220 | 219,1418,14,222.93,9.22,26,60 221 | 220,1661,15,227.47,10.26,40,50 222 | 221,1483,19,210.83,14.82,29,50 223 | 222,1554,10,226.61,14.9,23,50 224 | 223,1452,19,221.43,11.59,24,40 225 | 224,1506,10,222.15,14.54,24,60 226 | 225,1534,13,220.46,11.66,30,50 227 | 226,1468,11,227.49,10.04,28,60 228 | 227,1410,16,210.87,9.87,47,50 229 | 228,1542,11,215.22,14.51,35,40 230 | 229,1591,19,227.52,9.21,28,60 231 | 230,1468,11,225.05,12.06,41,50 232 | 231,1422,14,210.35,11.89,49,50 233 | 232,1580,13,220.34,13.18,23,50 234 | 233,1692,17,220.59,11.49,21,50 235 | 234,1408,13,218.02,9.91,33,40 236 | 235,1670,15,215.95,9.19,22,50 237 | 236,1492,14,223.63,12.35,37,50 238 | 237,1416,11,214.16,13.03,40,40 239 | 238,1553,17,225.98,11.99,25,50 240 | 239,1548,11,226.06,13.17,30,60 241 | 240,1666,18,218.31,8.99,40,60 242 | 241,1505,18,215.67,14.18,37,50 243 | 242,1434,12,215.68,12.08,31,40 244 | 243,1518,13,219.65,8.89,24,40 245 | 244,1413,17,224.39,11.23,28,40 246 | 245,1413,18,217.18,13.91,39,50 247 | 246,1665,12,222.2,14.28,47,50 248 | 247,1539,14,217.65,9.85,45,60 249 | 248,1693,17,216.09,12.98,37,40 250 | 249,1518,12,210.5,8.7,38,50 251 | 250,1637,16,210.08,8.23,22,50 252 | 251,1433,17,214.54,11.92,28,50 253 | 252,1568,19,218.13,12.86,23,40 254 | 253,1409,12,227.03,13.57,36,40 255 | 254,1521,11,225.97,10.38,36,60 256 | 255,1544,19,215.34,8.05,42,40 257 | 256,1622,16,214.89,11.36,42,50 258 | 257,1656,18,214.55,8.11,21,60 259 | 258,1667,10,216.78,8.64,28,40 260 | 259,1403,12,219.96,10.29,28,40 261 | 260,1505,14,218.77,11.06,24,40 262 | 261,1484,12,214.37,9.96,34,40 263 | 262,1613,10,212.61,12.07,34,50 264 | 263,1520,16,210.25,8.39,22,40 265 | 264,1531,16,213.08,9.01,38,50 266 | 265,1596,19,224.11,12.87,47,50 267 | 266,1418,17,214.87,8.99,22,50 268 | 267,1529,14,219.37,12.48,25,60 269 | 268,1411,19,221.83,8.38,23,50 270 | 269,1480,14,227.74,10.85,43,40 271 | 270,1661,14,227.78,9.24,32,60 272 | 271,1524,10,224.91,8.77,46,40 273 | 272,1666,19,210.7,11.97,32,50 274 | 273,1539,14,221.5,14.5,46,40 275 | 274,1401,15,225.73,8.38,30,60 276 | 275,1407,10,210.35,10.95,24,60 277 | 276,1649,16,220.99,12.95,20,40 278 | 277,1538,10,227.16,11.24,28,40 279 | 278,1523,11,219.48,13.65,36,40 280 | 279,1627,11,210.08,9.26,41,60 281 | 280,1409,14,210.22,14.72,20,50 282 | 281,1611,19,218.33,10.7,22,40 283 | 282,1511,16,213.1,10.39,34,50 284 | 283,1407,10,223.29,14.12,45,60 285 | 284,1691,19,224.18,11.95,40,40 286 | 285,1652,10,213.56,11.62,45,40 287 | 286,1413,10,227.77,13.09,42,60 288 | 287,1639,15,218.84,12.06,49,40 289 | 288,1641,11,212.86,9.14,29,50 290 | 289,1548,10,225.29,12.72,27,60 291 | 290,1635,15,225.8,8.93,31,60 292 | 291,1566,11,222.79,13.64,44,40 293 | 292,1419,15,227.07,14.93,41,60 294 | 293,1615,19,224.75,10.64,34,40 295 | 294,1534,17,227.64,11.11,46,40 296 | 295,1528,11,218.68,8.33,28,60 297 | 296,1693,18,224.95,8.1,43,40 298 | 297,1645,17,230.0,14.45,44,50 299 | 298,1588,19,224.5,8.9,29,50 300 | 299,1443,10,212.28,11.12,39,40 301 | 300,1485,16,220.37,13.71,28,50 302 | 301,1443,19,221.75,14.23,34,40 303 | 302,1544,15,213.48,11.64,42,50 304 | 303,1450,15,229.26,11.96,40,60 305 | 304,1641,15,213.51,12.69,40,40 306 | 305,1693,15,213.55,14.73,20,40 307 | 306,1450,19,228.3,12.22,21,40 308 | 307,1665,16,219.3,11.92,45,40 309 | 308,1519,12,211.26,8.1,38,40 310 | 309,1599,15,221.96,8.57,49,40 311 | 310,1647,12,222.04,12.04,33,60 312 | 311,1469,16,211.29,14.55,27,60 313 | 312,1456,16,229.45,14.07,25,50 314 | 313,1438,17,220.88,14.88,31,40 315 | 314,1688,11,221.2,11.69,45,50 316 | 315,1417,18,220.4,13.52,46,50 317 | 316,1619,14,222.21,13.88,48,60 318 | 317,1643,18,215.29,12.54,34,50 319 | 318,1697,19,215.74,10.37,33,60 320 | 319,1682,14,220.23,11.29,40,50 321 | 320,1473,16,226.13,14.01,48,40 322 | 321,1509,18,211.0,10.09,20,50 323 | 322,1579,13,222.07,14.47,47,60 324 | 323,1431,11,226.14,9.61,30,60 325 | 324,1633,18,213.14,13.25,47,60 326 | 325,1681,11,210.3,12.41,44,50 327 | 326,1424,12,216.25,13.25,22,50 328 | 327,1678,19,221.76,11.06,38,60 329 | 328,1625,11,212.77,14.53,37,40 330 | 329,1456,12,218.52,12.43,39,40 331 | 330,1579,15,221.05,10.02,47,50 332 | 331,1631,12,221.98,12.47,21,50 333 | 332,1686,19,215.49,10.01,48,60 334 | 333,1463,17,218.0,10.06,44,50 335 | 334,1631,15,225.57,10.8,47,50 336 | 335,1688,16,228.82,13.97,45,60 337 | 336,1612,10,227.24,11.5,26,60 338 | 337,1657,12,221.29,12.75,27,50 339 | 338,1417,12,218.21,10.74,38,40 340 | 339,1574,11,216.66,9.85,41,50 341 | 340,1628,16,212.5,14.68,34,40 342 | 341,1625,18,212.13,12.23,29,40 343 | 342,1483,13,223.77,14.54,41,40 344 | 343,1690,14,215.2,9.42,48,60 345 | 344,1645,12,215.09,9.03,20,60 346 | 345,1509,18,229.96,13.99,25,60 347 | 346,1653,13,213.76,12.77,32,50 348 | 347,1487,14,212.96,9.31,33,60 349 | 348,1471,10,211.97,9.89,22,60 350 | 349,1429,11,221.6,13.6,30,50 351 | 350,1571,18,222.56,11.18,22,50 352 | 351,1576,11,217.3,12.69,38,40 353 | 352,1538,14,220.71,10.23,29,50 354 | 353,1593,17,225.77,10.67,46,50 355 | 354,1585,12,226.36,14.93,34,60 356 | 355,1617,15,229.16,9.73,30,40 357 | 356,1563,13,226.49,11.55,34,40 358 | 357,1560,16,221.3,13.91,45,50 359 | 358,1412,19,213.59,9.67,46,60 360 | 359,1695,12,212.0,10.91,43,60 361 | 360,1488,15,211.09,12.31,32,60 362 | 361,1441,19,223.33,11.37,24,60 363 | 362,1609,18,226.15,11.22,23,50 364 | 363,1628,19,220.17,10.54,32,60 365 | 364,1674,10,211.09,12.11,28,40 366 | 365,1678,12,220.71,12.37,44,40 367 | 366,1650,11,228.71,12.57,36,50 368 | 367,1607,17,221.95,8.49,21,60 369 | 368,1539,16,226.19,12.42,43,60 370 | 369,1679,11,226.0,14.67,24,60 371 | 370,1433,15,228.64,11.79,35,60 372 | 371,1417,12,225.4,13.01,26,50 373 | 372,1456,17,224.95,11.9,20,60 374 | 373,1511,19,214.68,13.98,47,50 375 | 374,1404,12,211.2,14.51,45,60 376 | 375,1581,19,220.35,9.29,31,60 377 | 376,1412,18,212.49,11.06,40,40 378 | 377,1684,10,229.24,10.75,30,50 379 | 378,1658,14,215.8,10.84,31,40 380 | 379,1489,12,227.06,8.88,38,50 381 | 380,1503,15,217.75,13.7,45,60 382 | 381,1585,19,216.46,8.25,31,60 383 | 382,1649,11,228.7,11.7,31,50 384 | 383,1654,18,217.27,12.63,33,40 385 | 384,1475,15,217.81,9.45,21,50 386 | 385,1507,16,212.12,14.34,21,50 387 | 386,1555,14,223.41,13.87,44,60 388 | 387,1481,18,215.78,11.3,48,40 389 | 388,1476,10,221.71,10.88,23,50 390 | 389,1657,14,221.83,9.66,39,40 391 | 390,1526,19,224.38,13.11,42,40 392 | 391,1681,15,224.9,8.92,45,50 393 | 392,1487,16,220.29,12.76,35,40 394 | 393,1603,13,216.62,13.9,29,60 395 | 394,1415,10,226.75,9.6,32,60 396 | 395,1550,17,216.2,14.06,21,60 397 | 396,1653,19,220.15,8.23,22,60 398 | 397,1587,13,218.03,14.39,38,40 399 | 398,1431,12,227.1,8.83,25,60 400 | 399,1670,16,218.64,12.52,38,50 401 | 400,1404,11,217.72,9.75,46,60 402 | 401,1568,17,223.8,13.86,40,50 403 | 402,1580,15,222.05,11.59,39,50 404 | 403,1577,16,212.14,8.95,38,60 405 | 404,1542,14,220.16,12.0,27,60 406 | 405,1647,18,224.71,10.86,33,40 407 | 406,1526,14,229.84,12.63,29,50 408 | 407,1662,14,222.58,14.17,22,60 409 | 408,1439,12,217.41,10.87,25,40 410 | 409,1654,10,214.52,10.03,48,60 411 | 410,1542,11,227.46,8.1,34,60 412 | 411,1639,17,226.29,12.02,42,60 413 | 412,1627,10,214.68,10.82,42,50 414 | 413,1597,16,214.01,10.62,37,60 415 | 414,1464,14,224.3,9.28,33,40 416 | 415,1410,12,216.3,11.01,38,60 417 | 416,1507,16,216.13,14.89,47,60 418 | 417,1425,18,213.05,10.08,45,40 419 | 418,1550,11,215.28,12.2,29,40 420 | 419,1620,17,218.55,13.44,34,50 421 | 420,1636,18,224.66,13.24,23,50 422 | 421,1636,12,216.73,10.3,42,50 423 | 422,1618,11,216.57,12.28,21,50 424 | 423,1550,16,215.7,14.1,22,40 425 | 424,1522,14,219.57,8.11,26,60 426 | 425,1543,14,213.61,11.05,42,60 427 | 426,1588,19,219.71,9.57,35,60 428 | 427,1654,14,224.08,10.72,29,50 429 | 428,1467,13,210.6,10.91,38,40 430 | 429,1503,14,210.2,13.23,47,40 431 | 430,1558,13,211.5,8.66,36,40 432 | 431,1699,15,220.71,11.59,47,60 433 | 432,1489,13,227.09,11.95,38,50 434 | 433,1655,11,210.1,11.46,24,40 435 | 434,1619,18,228.73,13.12,42,50 436 | 435,1408,11,212.13,10.69,39,40 437 | 436,1411,18,226.84,14.61,32,50 438 | 437,1643,19,219.66,11.37,32,40 439 | 438,1581,15,223.19,12.0,30,50 440 | 439,1683,18,220.21,13.78,30,40 441 | 440,1498,18,219.54,9.93,35,40 442 | 441,1596,12,226.7,8.53,34,50 443 | 442,1625,10,225.12,12.95,36,50 444 | 443,1502,10,219.67,11.38,41,60 445 | 444,1505,12,212.23,14.28,37,50 446 | 445,1457,14,212.31,14.88,47,40 447 | 446,1477,12,226.03,10.79,38,40 448 | 447,1474,18,220.59,10.91,23,50 449 | 448,1441,18,219.63,10.86,41,60 450 | 449,1580,12,223.61,10.27,41,50 451 | 450,1432,12,227.18,13.47,42,40 452 | 451,1470,14,222.58,13.31,24,40 453 | 452,1455,11,225.26,11.35,26,60 454 | 453,1504,15,225.31,8.31,21,50 455 | 454,1599,16,217.13,10.17,20,40 456 | 455,1500,18,215.48,10.05,31,40 457 | 456,1655,15,226.02,13.68,29,40 458 | 457,1473,12,217.54,8.61,27,50 459 | 458,1570,14,228.07,13.64,20,50 460 | 459,1542,13,211.39,12.68,31,60 461 | 460,1565,14,211.16,13.13,21,40 462 | 461,1660,17,228.54,11.03,46,40 463 | 462,1620,17,222.97,12.76,47,60 464 | 463,1482,15,217.59,12.26,29,40 465 | 464,1581,10,225.1,13.38,41,60 466 | 465,1409,17,223.45,11.13,36,60 467 | 466,1403,17,220.62,11.31,45,40 468 | 467,1691,11,211.98,12.51,22,50 469 | 468,1680,13,226.24,8.76,26,50 470 | 469,1614,11,227.32,11.05,31,50 471 | 470,1497,13,213.44,14.8,27,50 472 | 471,1500,19,227.01,8.26,39,40 473 | 472,1408,16,227.56,10.21,31,60 474 | 473,1460,18,220.99,10.2,22,60 475 | 474,1545,17,223.12,12.43,36,40 476 | 475,1462,18,217.64,8.74,47,50 477 | 476,1520,17,215.64,12.4,28,60 478 | 477,1625,11,224.44,8.67,29,40 479 | 478,1504,16,227.24,8.66,41,40 480 | 479,1659,11,223.08,13.1,25,50 481 | 480,1654,11,220.23,10.27,44,40 482 | 481,1606,13,213.18,14.84,20,60 483 | 482,1427,10,211.07,8.26,41,60 484 | 483,1569,14,218.91,11.12,31,40 485 | 484,1475,15,210.99,8.79,24,60 486 | 485,1515,18,221.39,10.46,32,40 487 | 486,1468,19,217.65,14.99,46,60 488 | 487,1633,17,225.14,14.22,34,50 489 | 488,1400,11,216.11,8.34,41,60 490 | 489,1566,10,221.86,11.94,49,50 491 | 490,1617,11,220.75,12.53,30,50 492 | 491,1672,16,210.09,9.47,27,40 493 | 492,1650,13,211.45,9.02,24,50 494 | 493,1573,19,215.81,14.33,21,60 495 | 494,1569,14,227.64,14.78,31,60 496 | 495,1645,16,212.94,14.94,47,50 497 | 496,1489,12,224.22,13.53,21,40 498 | 497,1448,19,229.47,12.64,45,50 499 | 498,1693,11,225.81,10.42,35,60 500 | 499,1549,16,214.86,9.2,40,60 501 | 500,1531,14,228.17,8.55,22,50 502 | 501,1458,10,211.86,12.85,29,50 503 | 502,1598,10,219.36,13.49,38,50 504 | 503,1614,18,227.75,13.79,27,60 505 | 504,1448,14,222.83,14.4,26,60 506 | 505,1631,10,218.27,14.16,20,60 507 | 506,1646,16,215.86,15.0,31,40 508 | 507,1638,18,217.5,9.71,48,60 509 | 508,1567,10,220.18,13.34,47,60 510 | 509,1447,19,216.38,12.11,24,40 511 | 510,1450,13,229.38,9.83,35,40 512 | 511,1698,12,228.66,14.87,44,40 513 | 512,1497,14,227.41,14.29,23,40 514 | 513,1615,16,218.44,8.9,36,40 515 | 514,1576,17,223.83,8.18,43,40 516 | 515,1479,11,228.06,12.82,40,50 517 | 516,1584,16,227.01,12.23,21,50 518 | 517,1426,10,218.29,14.55,31,50 519 | 518,1594,16,212.25,9.64,20,50 520 | 519,1613,17,211.51,8.59,49,60 521 | 520,1513,11,221.54,9.81,31,40 522 | 521,1641,18,222.85,8.13,31,60 523 | 522,1523,10,227.0,8.25,31,40 524 | 523,1475,15,215.85,14.4,38,40 525 | 524,1595,10,213.35,10.46,44,60 526 | 525,1443,12,217.58,10.88,36,50 527 | 526,1585,15,217.07,8.13,39,60 528 | 527,1645,12,212.65,9.89,43,60 529 | 528,1483,17,223.45,13.63,43,40 530 | 529,1606,14,220.17,12.31,45,40 531 | 530,1550,11,224.42,13.28,47,40 532 | 531,1555,13,217.05,11.13,30,50 533 | 532,1415,18,216.51,10.17,32,60 534 | 533,1564,13,219.45,11.38,46,60 535 | 534,1544,19,227.55,10.26,27,50 536 | 535,1436,19,210.81,13.87,29,60 537 | 536,1444,17,226.1,10.08,27,60 538 | 537,1605,14,217.38,12.62,39,40 539 | 538,1461,19,227.09,8.96,27,50 540 | 539,1418,10,226.04,12.81,28,40 541 | 540,1699,16,216.98,14.39,26,50 542 | 541,1406,12,223.88,12.26,33,40 543 | 542,1648,19,213.19,11.92,47,60 544 | 543,1516,17,227.93,14.73,21,50 545 | 544,1467,12,218.09,12.39,44,50 546 | 545,1433,10,219.11,9.82,30,40 547 | 546,1593,14,224.12,10.05,27,50 548 | 547,1454,11,226.42,12.94,32,60 549 | 548,1665,13,214.73,13.15,40,60 550 | 549,1441,10,223.23,10.12,34,60 551 | 550,1696,18,217.84,10.42,47,40 552 | 551,1630,15,217.37,14.94,22,50 553 | 552,1409,17,223.8,8.71,42,40 554 | 553,1527,13,217.74,10.83,33,60 555 | 554,1578,18,216.92,8.44,49,50 556 | 555,1592,11,226.72,13.75,34,60 557 | 556,1491,18,212.03,8.65,21,50 558 | 557,1630,14,223.52,12.72,48,50 559 | 558,1477,15,214.97,8.4,38,40 560 | 559,1484,12,210.31,12.71,31,50 561 | 560,1429,13,213.34,13.9,44,60 562 | 561,1612,15,222.13,10.79,39,50 563 | 562,1448,16,224.18,11.65,23,60 564 | 563,1664,10,210.42,10.81,22,40 565 | 564,1544,16,210.73,10.1,24,60 566 | 565,1468,10,228.05,13.62,22,50 567 | 566,1457,14,211.47,9.9,44,60 568 | 567,1584,15,227.88,13.06,34,60 569 | 568,1461,11,214.56,9.44,38,50 570 | 569,1695,19,224.8,9.75,21,60 571 | 570,1565,18,216.19,10.36,31,50 572 | 571,1570,19,227.18,12.12,24,40 573 | 572,1462,15,224.01,11.18,41,60 574 | 573,1546,16,218.04,13.22,36,40 575 | 574,1560,19,211.53,9.49,33,60 576 | 575,1540,17,224.65,8.07,47,60 577 | 576,1496,19,222.34,13.44,46,40 578 | 577,1620,10,210.06,13.75,41,60 579 | 578,1442,17,210.19,8.42,29,60 580 | 579,1691,13,226.18,12.28,22,40 581 | 580,1507,19,215.19,10.65,23,60 582 | 581,1665,17,222.72,13.56,25,50 583 | 582,1494,15,219.08,14.12,43,60 584 | 583,1661,18,227.27,13.96,44,60 585 | 584,1470,13,228.34,13.44,41,60 586 | 585,1618,11,229.94,9.88,35,40 587 | 586,1420,11,213.07,13.68,26,50 588 | 587,1491,14,227.26,11.73,34,50 589 | 588,1526,19,215.32,8.37,49,60 590 | 589,1479,18,221.82,11.2,40,40 591 | 590,1637,12,220.12,14.6,49,40 592 | 591,1581,17,210.36,14.22,47,50 593 | 592,1424,13,228.66,8.72,44,40 594 | 593,1555,15,211.57,13.21,39,60 595 | 594,1404,19,223.76,13.64,45,60 596 | 595,1519,15,225.7,9.9,30,40 597 | 596,1676,12,225.91,11.3,41,60 598 | 597,1417,14,212.71,12.98,40,50 599 | 598,1597,12,218.95,11.07,20,60 600 | 599,1456,10,226.59,8.79,24,40 601 | 600,1492,16,216.05,12.94,32,50 602 | 601,1418,13,219.35,14.38,40,60 603 | 602,1592,16,215.46,12.57,33,50 604 | 603,1636,12,219.27,13.42,28,40 605 | 604,1676,14,227.76,10.51,36,60 606 | 605,1626,14,219.1,9.28,34,60 607 | 606,1632,11,221.12,12.5,40,50 608 | 607,1439,19,218.08,10.29,26,60 609 | 608,1552,11,219.2,14.02,46,60 610 | 609,1526,13,210.3,8.86,41,60 611 | 610,1636,13,215.67,11.03,41,60 612 | 611,1454,13,218.73,10.78,31,40 613 | 612,1571,15,222.68,14.57,42,60 614 | 613,1508,11,219.0,9.07,25,50 615 | 614,1583,15,216.76,8.07,40,40 616 | 615,1597,16,217.76,9.67,35,50 617 | 616,1486,19,214.85,13.74,45,50 618 | 617,1600,12,228.49,9.47,24,50 619 | 618,1674,17,220.43,9.69,28,40 620 | 619,1610,11,210.27,8.91,33,40 621 | 620,1517,17,210.39,13.01,27,40 622 | 621,1590,14,229.46,8.48,33,60 623 | 622,1441,11,214.43,10.32,31,50 624 | 623,1441,16,226.11,9.98,29,40 625 | 624,1675,11,211.17,11.89,49,50 626 | 625,1416,15,228.42,13.11,39,40 627 | 626,1682,19,227.49,11.73,39,40 628 | 627,1657,12,221.42,14.52,45,40 629 | 628,1462,18,210.18,14.66,40,50 630 | 629,1461,12,215.16,10.53,32,60 631 | 630,1499,12,218.14,13.44,48,40 632 | 631,1418,14,219.2,13.17,38,40 633 | 632,1416,16,215.95,14.25,34,40 634 | 633,1645,17,210.66,11.14,27,60 635 | 634,1650,16,221.8,11.71,42,50 636 | 635,1480,18,220.48,10.91,40,50 637 | 636,1438,14,215.66,13.95,29,50 638 | 637,1435,19,210.76,9.61,22,50 639 | 638,1596,12,229.89,9.68,40,40 640 | 639,1557,15,219.64,10.61,22,60 641 | 640,1603,14,225.12,9.61,45,40 642 | 641,1595,13,219.05,11.93,24,60 643 | 642,1615,11,210.86,8.94,35,50 644 | 643,1684,16,216.19,10.24,36,60 645 | 644,1595,14,216.4,14.39,25,40 646 | 645,1551,13,226.77,10.86,45,40 647 | 646,1413,17,223.08,13.24,39,50 648 | 647,1545,18,215.51,8.79,39,40 649 | 648,1456,18,229.35,9.73,35,40 650 | 649,1610,12,216.43,13.65,43,60 651 | 650,1667,12,229.96,13.34,21,40 652 | 651,1609,14,229.92,10.7,39,50 653 | 652,1416,14,213.82,14.68,34,50 654 | 653,1685,19,216.25,14.37,37,40 655 | 654,1602,11,219.72,14.74,20,50 656 | 655,1498,10,223.28,11.0,45,60 657 | 656,1678,17,220.56,9.38,48,60 658 | 657,1608,12,229.39,12.39,48,40 659 | 658,1528,10,224.48,12.79,38,40 660 | 659,1687,10,214.24,8.88,31,60 661 | 660,1651,11,212.1,13.51,27,50 662 | 661,1664,15,223.77,8.13,25,40 663 | 662,1670,15,213.17,11.38,31,40 664 | 663,1587,12,225.75,10.32,26,50 665 | 664,1613,13,216.22,13.18,37,40 666 | 665,1682,11,216.54,10.19,41,50 667 | 666,1610,11,210.22,13.79,33,50 668 | 667,1475,16,224.02,12.16,27,50 669 | 668,1547,10,212.27,13.56,43,50 670 | 669,1612,16,225.46,14.93,39,50 671 | 670,1508,10,219.84,12.75,41,60 672 | 671,1528,15,225.69,14.89,33,50 673 | 672,1409,12,221.68,8.2,24,60 674 | 673,1446,17,211.65,10.37,28,50 675 | 674,1495,15,225.31,8.75,27,40 676 | 675,1502,11,211.4,9.84,21,60 677 | 676,1545,17,219.57,13.87,47,40 678 | 677,1426,14,213.45,8.23,35,50 679 | 678,1619,17,225.05,11.64,32,50 680 | 679,1417,17,228.23,11.97,26,40 681 | 680,1566,15,221.08,11.93,35,50 682 | 681,1481,11,220.54,11.33,26,40 683 | 682,1471,17,225.28,13.53,46,50 684 | 683,1653,15,210.1,8.93,33,50 685 | 684,1561,15,228.36,10.17,33,60 686 | 685,1437,17,213.95,12.31,31,40 687 | 686,1600,10,229.68,12.84,20,50 688 | 687,1599,11,224.73,10.83,20,40 689 | 688,1654,18,225.49,14.13,31,60 690 | 689,1578,17,223.12,10.91,39,40 691 | 690,1434,16,219.43,10.82,40,60 692 | 691,1481,16,221.43,8.25,34,40 693 | 692,1619,14,210.93,11.86,23,40 694 | 693,1557,11,222.48,12.96,26,60 695 | 694,1403,15,222.52,8.8,35,50 696 | 695,1566,19,227.82,10.14,22,50 697 | 696,1603,12,220.11,13.47,26,50 698 | 697,1593,13,211.54,10.56,48,40 699 | 698,1634,19,216.12,9.69,43,40 700 | 699,1605,11,223.11,12.71,41,50 701 | 700,1549,11,214.79,9.38,25,40 702 | 701,1558,17,215.61,14.27,35,40 703 | 702,1678,17,226.41,8.74,43,50 704 | 703,1565,19,221.69,12.95,27,60 705 | 704,1467,15,220.17,11.5,42,40 706 | 705,1487,14,216.37,14.09,41,40 707 | 706,1616,17,224.62,8.88,25,40 708 | 707,1400,13,215.75,12.75,29,40 709 | 708,1534,13,224.74,12.0,35,60 710 | 709,1584,14,211.4,11.36,30,50 711 | 710,1539,10,227.29,11.44,32,40 712 | 711,1505,10,219.99,13.05,48,50 713 | 712,1532,11,218.77,14.56,25,40 714 | 713,1507,17,222.22,8.64,43,60 715 | 714,1577,16,222.48,8.14,20,50 716 | 715,1697,19,212.64,13.64,40,60 717 | 716,1545,18,225.12,8.76,38,40 718 | 717,1473,14,215.52,14.91,31,60 719 | 718,1507,11,228.1,12.34,43,60 720 | 719,1521,16,226.36,12.56,46,40 721 | 720,1416,17,216.93,9.39,25,40 722 | 721,1595,16,226.15,9.68,49,50 723 | 722,1696,16,217.13,12.62,37,40 724 | 723,1651,14,212.02,14.37,32,50 725 | 724,1518,11,229.24,14.88,26,60 726 | 725,1561,15,223.05,9.39,42,60 727 | 726,1597,13,219.12,8.94,32,50 728 | 727,1444,19,217.96,8.39,40,40 729 | 728,1578,11,216.49,14.08,27,40 730 | 729,1443,18,229.63,10.06,49,60 731 | 730,1670,16,212.69,8.01,40,50 732 | 731,1477,15,216.3,9.57,36,60 733 | 732,1577,14,219.71,10.38,28,60 734 | 733,1402,12,219.56,14.94,39,40 735 | 734,1613,19,219.43,11.66,32,50 736 | 735,1473,19,213.52,9.43,21,60 737 | 736,1450,13,212.9,10.34,23,40 738 | 737,1466,12,215.1,10.31,49,60 739 | 738,1492,17,228.29,8.14,48,60 740 | 739,1575,12,212.26,8.95,44,40 741 | 740,1544,16,225.15,12.87,21,40 742 | 741,1406,16,225.15,8.84,23,50 743 | 742,1668,16,226.2,9.62,37,60 744 | 743,1403,16,227.73,10.46,24,50 745 | 744,1537,11,215.26,13.3,38,40 746 | 745,1630,19,214.49,12.08,29,40 747 | 746,1487,12,219.31,12.82,37,60 748 | 747,1416,19,215.3,11.97,49,50 749 | 748,1451,18,224.69,12.79,44,50 750 | 749,1533,12,222.72,8.02,40,60 751 | 750,1610,11,227.5,14.52,29,60 752 | 751,1618,18,211.65,8.78,24,50 753 | 752,1604,19,228.3,10.84,36,40 754 | 753,1610,18,215.87,13.4,41,40 755 | 754,1676,13,219.81,11.05,32,60 756 | 755,1423,18,218.77,14.63,42,50 757 | 756,1403,12,225.21,11.27,36,50 758 | 757,1551,16,218.41,14.12,28,50 759 | 758,1658,16,228.87,13.68,43,40 760 | 759,1567,17,228.05,14.87,31,40 761 | 760,1575,19,227.44,14.49,33,50 762 | 761,1690,13,211.43,14.29,33,50 763 | 762,1455,12,227.09,13.12,27,60 764 | 763,1507,12,225.63,10.57,42,60 765 | 764,1695,14,212.07,8.74,24,50 766 | 765,1540,10,212.15,12.82,38,50 767 | 766,1554,19,212.02,14.85,47,40 768 | 767,1661,12,210.23,13.09,33,50 769 | 768,1672,15,220.97,14.5,28,60 770 | 769,1631,12,229.47,13.63,49,40 771 | 770,1640,14,218.77,9.14,26,60 772 | 771,1657,18,220.82,9.74,46,60 773 | 772,1648,11,229.36,10.39,45,40 774 | 773,1476,11,215.1,9.18,45,60 775 | 774,1579,15,227.17,12.07,27,50 776 | 775,1465,15,220.93,14.83,33,60 777 | 776,1570,17,221.39,13.33,41,40 778 | 777,1421,11,216.86,10.96,47,40 779 | 778,1506,18,221.23,8.03,33,40 780 | 779,1626,11,211.46,10.19,30,60 781 | 780,1615,10,225.29,11.69,33,50 782 | 781,1468,19,215.69,10.27,40,40 783 | 782,1483,11,227.75,8.78,27,50 784 | 783,1502,16,217.36,11.1,22,40 785 | 784,1438,17,212.86,9.77,47,50 786 | 785,1412,14,223.92,14.36,48,50 787 | 786,1696,15,213.29,8.71,48,50 788 | 787,1580,10,225.07,8.34,42,40 789 | 788,1667,15,229.36,8.04,37,60 790 | 789,1412,17,225.59,10.3,22,60 791 | 790,1519,12,210.45,12.62,32,60 792 | 791,1456,10,222.0,13.11,31,50 793 | 792,1439,13,223.91,11.17,34,40 794 | 793,1527,10,226.51,12.79,37,50 795 | 794,1572,17,211.12,10.52,24,40 796 | 795,1434,14,219.6,12.67,26,50 797 | 796,1658,10,220.71,8.28,30,40 798 | 797,1404,17,213.38,10.74,45,40 799 | 798,1617,18,216.45,13.54,46,40 800 | 799,1410,19,218.8,13.62,30,50 801 | 800,1516,11,226.66,13.01,46,60 802 | 801,1583,18,228.59,9.43,34,50 803 | 802,1515,17,222.57,9.73,29,50 804 | 803,1561,16,217.9,14.97,34,40 805 | 804,1466,12,215.08,8.72,32,40 806 | 805,1599,11,229.64,9.26,33,60 807 | 806,1430,16,229.66,8.91,36,60 808 | 807,1474,14,228.5,10.29,32,40 809 | 808,1636,15,225.71,9.47,29,60 810 | 809,1465,13,216.52,11.48,44,60 811 | 810,1469,11,226.34,11.33,20,40 812 | 811,1696,18,218.18,14.31,20,50 813 | 812,1419,12,216.54,8.24,49,60 814 | 813,1625,16,224.9,10.24,34,40 815 | 814,1598,17,211.59,12.18,35,60 816 | 815,1438,11,210.97,12.23,31,60 817 | 816,1544,15,218.96,11.36,45,40 818 | 817,1444,17,218.91,13.71,43,60 819 | 818,1490,16,227.91,8.44,25,60 820 | 819,1637,12,212.52,13.71,25,60 821 | 820,1469,10,212.47,11.46,31,50 822 | 821,1565,15,212.95,8.94,44,50 823 | 822,1529,17,210.59,14.2,34,60 824 | 823,1613,15,211.43,12.54,23,40 825 | 824,1488,14,223.2,9.14,43,60 826 | 825,1651,17,218.63,8.24,23,60 827 | 826,1471,11,225.27,8.99,49,50 828 | 827,1564,10,229.85,12.26,21,50 829 | 828,1448,10,223.18,9.26,46,50 830 | 829,1451,13,211.01,9.58,43,60 831 | 830,1688,15,212.09,8.18,31,60 832 | 831,1677,18,227.62,13.06,26,40 833 | 832,1513,10,220.55,13.67,39,60 834 | 833,1638,10,226.5,13.58,28,60 835 | 834,1532,14,227.13,8.89,28,50 836 | 835,1673,19,228.55,14.32,27,50 837 | 836,1565,14,229.0,12.71,33,50 838 | 837,1692,14,221.1,14.28,20,50 839 | 838,1642,19,216.82,11.13,42,50 840 | 839,1537,15,229.24,11.06,40,40 841 | 840,1478,17,220.95,13.49,42,40 842 | 841,1569,12,211.29,8.65,31,40 843 | 842,1522,18,222.86,11.65,44,50 844 | 843,1575,10,221.75,13.85,21,50 845 | 844,1699,13,227.92,13.81,32,50 846 | 845,1481,18,223.06,14.69,49,40 847 | 846,1486,17,216.98,12.89,46,50 848 | 847,1624,19,229.32,9.45,23,40 849 | 848,1415,18,226.03,8.14,39,50 850 | 849,1562,10,222.61,11.36,37,60 851 | 850,1497,18,215.86,11.6,38,40 852 | 851,1555,12,217.47,9.68,35,60 853 | 852,1401,19,223.4,8.87,46,40 854 | 853,1568,18,211.44,12.1,33,50 855 | 854,1491,10,215.13,13.35,49,50 856 | 855,1580,10,224.28,14.95,48,60 857 | 856,1630,18,219.6,13.31,27,50 858 | 857,1547,15,218.05,13.56,31,40 859 | 858,1679,13,213.03,12.32,28,50 860 | 859,1588,16,218.84,14.9,25,50 861 | 860,1527,14,225.41,12.48,45,40 862 | 861,1406,19,215.28,14.02,37,60 863 | 862,1446,16,210.11,14.62,21,60 864 | 863,1452,17,223.37,14.51,42,50 865 | 864,1586,17,229.45,10.67,27,40 866 | 865,1437,10,222.14,8.55,43,60 867 | 866,1625,17,212.4,9.2,33,60 868 | 867,1452,15,216.41,8.41,25,50 869 | 868,1623,13,227.35,8.74,29,40 870 | 869,1553,17,214.65,9.29,27,60 871 | 870,1447,12,222.15,10.39,49,50 872 | 871,1546,13,218.05,11.8,36,50 873 | 872,1463,15,214.16,12.98,44,50 874 | 873,1581,16,226.27,9.48,48,50 875 | 874,1524,13,224.86,12.71,31,60 876 | 875,1578,13,223.23,12.93,36,40 877 | 876,1438,16,214.73,11.91,32,50 878 | 877,1659,15,211.96,14.33,38,50 879 | 878,1402,17,221.52,8.78,31,60 880 | 879,1463,10,221.07,9.24,35,50 881 | 880,1428,19,213.77,11.0,44,50 882 | 881,1410,16,211.12,8.89,46,40 883 | 882,1496,16,211.61,11.96,24,50 884 | 883,1602,16,229.86,10.79,44,60 885 | 884,1420,16,225.67,9.99,35,40 886 | 885,1438,19,228.44,9.19,44,60 887 | 886,1622,19,213.9,10.35,25,40 888 | 887,1501,17,229.21,12.26,30,40 889 | 888,1445,18,212.85,12.03,36,50 890 | 889,1465,18,220.18,9.15,45,50 891 | 890,1490,11,226.59,8.87,42,50 892 | 891,1563,16,217.0,8.19,33,60 893 | 892,1510,16,218.5,8.09,25,50 894 | 893,1522,13,212.56,14.16,44,50 895 | 894,1592,18,212.46,8.32,42,40 896 | 895,1498,17,222.39,13.12,49,50 897 | 896,1690,10,223.51,14.1,47,50 898 | 897,1558,11,225.55,8.69,30,50 899 | 898,1502,11,221.13,11.05,31,50 900 | 899,1680,17,222.92,14.74,32,40 901 | 900,1442,10,210.27,13.84,23,50 902 | 901,1483,13,213.24,11.43,26,40 903 | 902,1590,19,229.7,13.34,21,60 904 | 903,1450,14,211.52,13.83,25,50 905 | 904,1609,18,223.58,10.44,25,50 906 | 905,1525,16,213.52,14.25,37,50 907 | 906,1468,17,224.33,11.29,49,40 908 | 907,1664,18,224.12,11.69,39,50 909 | 908,1657,16,214.68,15.0,27,50 910 | 909,1587,14,215.39,13.9,27,60 911 | 910,1629,14,223.1,10.53,48,40 912 | 911,1588,19,217.8,8.07,27,40 913 | 912,1409,15,213.89,12.38,27,60 914 | 913,1513,14,224.63,12.93,20,40 915 | 914,1475,18,213.08,12.56,21,50 916 | 915,1563,12,227.11,14.78,31,50 917 | 916,1484,12,220.29,14.04,34,60 918 | 917,1448,16,212.11,11.14,23,40 919 | 918,1576,16,223.88,8.44,47,40 920 | 919,1617,15,220.38,11.33,44,40 921 | 920,1588,12,215.96,12.82,22,60 922 | 921,1629,16,218.45,12.25,33,50 923 | 922,1654,14,215.97,11.77,41,60 924 | 923,1635,16,215.26,11.28,42,50 925 | 924,1425,11,213.27,10.06,27,60 926 | 925,1471,15,217.26,9.94,32,50 927 | 926,1660,17,215.02,11.5,42,40 928 | 927,1653,10,223.67,9.12,38,40 929 | 928,1670,13,223.68,10.38,41,40 930 | 929,1522,10,220.04,10.27,24,60 931 | 930,1543,10,225.56,12.11,32,60 932 | 931,1656,19,226.83,8.47,47,60 933 | 932,1543,17,221.6,13.81,45,40 934 | 933,1658,16,222.38,11.94,39,50 935 | 934,1446,19,215.66,12.7,20,40 936 | 935,1412,10,227.9,12.92,35,40 937 | 936,1607,11,210.48,10.04,49,50 938 | 937,1634,13,216.97,11.29,48,50 939 | 938,1548,10,224.44,14.69,42,50 940 | 939,1554,12,211.6,13.37,43,50 941 | 940,1565,17,213.66,14.79,21,40 942 | 941,1489,17,221.79,13.22,26,60 943 | 942,1585,17,221.2,9.23,25,40 944 | 943,1573,15,224.78,8.45,24,50 945 | 944,1616,15,226.25,12.04,48,60 946 | 945,1663,14,212.57,10.5,23,60 947 | 946,1496,18,210.37,9.93,21,40 948 | 947,1516,13,223.79,13.65,29,40 949 | 948,1598,19,216.03,10.57,41,40 950 | 949,1420,16,222.52,10.22,24,60 951 | 950,1599,10,213.01,13.95,37,60 952 | 951,1647,18,219.38,13.92,29,60 953 | 952,1675,16,220.09,10.49,42,50 954 | 953,1663,19,221.7,13.83,41,50 955 | 954,1457,18,220.26,13.96,47,40 956 | 955,1430,16,219.91,10.97,34,60 957 | 956,1648,11,216.65,8.47,46,40 958 | 957,1492,15,211.42,8.01,28,60 959 | 958,1664,19,211.79,11.66,30,40 960 | 959,1670,13,218.68,10.41,45,50 961 | 960,1493,12,217.12,14.98,40,60 962 | 961,1553,11,220.32,13.41,44,50 963 | 962,1684,15,216.1,13.33,44,60 964 | 963,1479,17,223.76,14.69,48,40 965 | 964,1691,15,227.28,14.21,36,60 966 | 965,1483,18,215.98,10.23,40,50 967 | 966,1436,14,213.86,9.16,28,60 968 | 967,1631,11,212.32,13.22,42,40 969 | 968,1492,17,222.33,10.65,35,60 970 | 969,1501,18,218.88,11.31,25,50 971 | 970,1565,19,213.76,12.41,41,40 972 | 971,1558,13,223.06,14.36,30,50 973 | 972,1413,15,212.97,10.93,42,60 974 | 973,1624,19,221.09,13.48,36,50 975 | 974,1472,17,220.54,9.88,23,60 976 | 975,1648,18,224.68,12.89,48,40 977 | 976,1490,14,211.1,8.01,34,50 978 | 977,1615,15,227.76,14.1,20,50 979 | 978,1489,13,224.06,8.21,41,60 980 | 979,1428,14,214.32,12.99,49,50 981 | 980,1619,16,213.67,8.32,48,50 982 | 981,1614,18,218.63,9.86,39,40 983 | 982,1620,19,226.35,11.48,20,60 984 | 983,1441,15,226.86,10.94,28,60 985 | 984,1534,15,220.41,9.34,31,40 986 | 985,1441,17,227.22,10.34,23,40 987 | 986,1563,13,210.11,13.09,47,60 988 | 987,1682,12,210.7,12.68,41,40 989 | 988,1457,16,228.24,8.5,32,40 990 | 989,1424,14,225.51,13.23,26,40 991 | 990,1472,11,219.01,8.37,27,60 992 | 991,1528,11,225.07,11.8,47,40 993 | 992,1486,15,229.11,9.82,32,50 994 | 993,1552,17,225.44,12.11,30,50 995 | 994,1581,10,226.85,9.83,28,60 996 | 995,1524,15,225.21,14.89,44,40 997 | 996,1466,11,213.36,10.17,43,50 998 | 997,1405,11,226.67,9.69,35,60 999 | 998,1524,16,213.9,9.95,29,50 1000 | 999,1452,19,227.85,14.28,30,40 1001 | 1000,1465,10,219.17,12.45,31,60 1002 | --------------------------------------------------------------------------------