regression imputation pythonconcord high school staff
Ill show you all the tricks you need to know in the following article. Hi Sir: Steps 1 and 2: Import packages and classes, and provide data. There are five basic steps when youre implementing linear regression: These steps are more or less general for most of the regression approaches and implementations. The variation of actual responses , = 1, , , occurs partly due to the dependence on the predictors . The imputed values are equally spread around the regression slope (blue line), no matter how large X and Y are. The predicted response is now a two-dimensional array, while in the previous case, it had one dimension. Three are highlighted here, a list of models and more detailed instructions are available through the documentation: Also notice that the methods we are using are all regression models. Looking to pursue a career in finance or data science? You might say now: OK, but does such a small difference really matter? You can extract any of the values from the table above. lty = c(NA, NA, 1), In other words, .fit() fits the model. For each attribute containing missing values do: 2.3.1 Imputation of missing data using Random Forests. Mean, median or mode imputation only look at the distribution of the values of the variable with missing entries. Youll sometimes want to experiment with the degree of the function, and it can be beneficial for readability to provide this argument anyway. The relationship between two or more variables is random when no correlation, either positive or negative, is observed between them. main = "Stochastic Regression Imputation (Heteroscedastic Data)", Using this imputation technique has been shown to sacrifice model accuracy in cases, so be sure to compare validation results from a dataset without the imputation technique(s) used. Stack Overflow for Teams is moving to its own domain! The imputation method assumes that the random error has on average the same size for all parts of the distribution, often resulting in too small or too large random error terms for the imputed values. Once you've trained your regression model, the next step is to evaluate its performance. }, import numpy as np. } By accepting you will be accessing content from YouTube, a service provided by an external third party. Comments (14) Run. ## [1] 0.894. This step defines the input and output and is the same as in the case of linear regression: Now you have the input and output in a suitable format. This technique states that we group the missing values in a column and assign them to a new value that is far away from the range of that column. Regression imputation is not able to impute according to such restrictions. I hate spam & you may opt out anytime: Privacy Policy. The coefficients are estimated, and then missing values can be predicted by fitted . Mathematically, linear regression can be represented as follows: Here, Y is the dependent variable, while x1, x2, x3, , xn are the independent variables. data$y[rbinom(N, 1, 0.2) == 1] <- NA # Aproximately 10% missings in y 673. In a positive correlation, the values of both the correlated variables move in the same direction. Please have a look at the help documentation of the mice package. If you want predictions with new regressors, you can also apply .predict() with new data as the argument: You can notice that the predicted results are the same as those obtained with scikit-learn for the same problem. Properly handling missing data has an improving effect on inferences and predictions. You apply linear regression for five inputs: , , , , and . "marker": { eps <- rnorm(N, mean = 0, sd = sqrt(sigma2)) 1180, 2570, 770, 1960, 1680, 5420, 1715, 1060, 1780, 1890, 3560, 1160, 1430, 1370, 1810, 2950, 1890, 1600, 1200, 1250, 1620, 3050, 2270, 1070, 2450, 1710, 2450, 1400, 1520, 2570, 2320, 1190, 2330, 1090, 2060, 2300, 1660, 2360, 1220, 2620, 2570, 4220, 3595, 1570, 1280, 3160, 990, 2290, 1250, 2753, 1190, 3150, 1410, 1980, 2730, 2830, 2250, 2420, 3250, 1850, 2150, 1260, 2519, 1540, 1660, 2770, 2720, 2240, 1000, 3200, 4770, 1260, 2750, 2380, 1790, 3430, 1760, 1040, 1410, 3450, 2350, 1900, 2020, 1680, 960, 2140, 2660, 2770, 1610, 1030, 1980, 3520, 1200, 1580, 1580, 3300, 1960, 1160, 1810, 2320, 2070, 1980, 2190, 2920, 1210, 2340, 1670, 1240, 3140, 2030, 2310, 1260, 1540, 2080, 3230, 4380, 1590, 880, 1570, 1610, 2400, 1450, 770, 2100, 2910, 2750, 2100, 2160, 2320, 2070, 1060, 2010, 3950, 2010, 2140, 1320, 2020, 2590, 1190, 1170, 1110, 2820, 1610, 1060, 2030, 3670, 2550, 2420, 2260, 1430, 1360, 1110, 1250, 5180, 700, 1180, 3960, 2640, 1270, 1760, 2060, 1780, 3400, 1910, 2020, 1580, 1340, 2680, 2680, 1370, 1560, 2160, 1340, 3880, 2590, 1120, 1970, 1220, 1950, 1350, 1670, 2380, 2440, 1050, 3130, 4090, 1490, 1900, 1330, 2230, 1650, 1190, 2140, 2180, 1060, 1690, 1970, 2150, 1910, 1350, 860, 1940, 1010, 1300, 910, 2480, 2440, 1010, 900, 2300, 1550, 1270, 2240, 2714, 1720, 850, 3300, 2250, 3900, 1320, 2760, 1750, 2330, 2220, 2020, 1250, 1510, 1720, 1430, 1480, 1450, 2280, 2940, 1000, 2480, 3760, 2220, 1970, 3830, 4410, 1430, 830, 1430, 1300, 1030, 2740, 3650, 720, 2010, 1560, 1810, 3360, 1510, 1400, 1730, 1420, 2360, 1580, 1230, 2460, 1660, 1270, 2100, 770, 760, 1700, 1120, 1070, 2070, 5050, 5310, 1040, 1700, 1300, 1080, 2653, 2290, 3820, 2210, 2390, 2600, 860, 3830, 3500, 2420, 2720, 2500, 1670, 2900, 1640, 1890, 2950, 2160, 3280, 1970, 3360, 1320, 2650, 2030, 1590, 4550, 2440, 1940, 2040, 2200, 1920, 1800, 2180, 1010, 3320, 2370, 1660, 3650, 4290, 4290, 1950, 2590, 1930, 1470, 800, 3150, 2030, 1450, 1510, 1240, 1240, 3030, 2050, 1000, 2370, 2800, 2240, 1810, 1070, 2490, 1960, 2930, 1510, 1420, 1740, 2560, 3040, 2500, 1275, 2580, 1000, 1000, 1070, 1390, 2500, 560, 2270, 1900, 990, 1550, 2200, 1910, 1750, 1330, 2440, 1640, 2760, 1820, 2110, 3040, 1840, 2990, 3520, 2440, 2090, 1430, 2180, 2180, 3450, 1450, 3230, 1640, 1590, 2020, 1300, 1380, 4040, 2130, 2550, 4800, 2510, 1410, 1650, 2120, 2040, 1550, 1980, 1600, 3300, 3840, 1220, 2720, 1940, 2160, 1530, 1710, 3730, 940, 1750, 1820, 1510, 1290, 1570, 1930, 2840, 1550, 833, 2990, 2000, 2390, 2910, 2085, 2200, 1860, 6070, 950, 1600, 2250, 2280, 940, 1530, 2190, 2350, 1440, 2200, 2290, 4040, 2610, 1490, 2450, 1710, 4870, 3130, 1270, 2120, 1670, 2070, 1420, 1250, 940, 1920, 3545, 1260, 2340, 2590, 3970, 1220, 1400, 2360, 1870, 2830, 2260, 1970, 3140, 1240, 3450, 2570, 1510, 2390, 980, 430, 1480, 1850, 2270, 1810, 1610, 3840, 4110, 4190, 3390, 1890, 1610, 1050, 630, 2910, 1700, 1950, 2990, 1350, 4860, 2160, 4860, 890, 2810, 3400, 1580, 1680, 1300, 2820, 1510, 1230, 2110, 3080, 1490, 2120, 3180, 1490, 1930, 2770, 1670, 1330, 1210, 1190, 1540, 4030, 2430, 2600, 4410, 1330, 1900, 1100, 1980, 2400, 4760, 3180, 1190, 630, 2530, 1690, 940, 1240, 3040, 6050, 1590, 2500, 1780, 1360, 4740, 1010, 1040, 1610, 1570, 1510, 1360, 1970, 5403, 1560, 2320, 2120, 2120, 3350, 2380, 1070, 2300, 1320, 2180, 4380, 1790, 750, 1300, 2990, 4640, 1400, 2750, 2050, 2230, 2340, 2870, 4120, 2080, 1840, 1180, 2160, 1180, 1160, 1830, 3200, 2560, 2550, 1330, 1220, 1805, 6050, 2320, 1384, 2720, 1820, 2130, 2060, 1420, 1510, 2160, 3180, 2110, 2060, 1830, 1820, 1610, 1780, 1840, 1460, 1400, 3370, 3590, 3200, 1670, 2420, 1430, 1440, 1450, 3550, 1270, 940, 1670, 3100, 1100, 1870, 1930, 2540, 1280, 1820, 1490, 1880, 1250, 1440, 1920, 2060, 1210, 1760, 990, 960, 1660, 1900, 1270, 3250, 960, 1330, 2080, 2690, 890, 1070, 1200, 1360, 2050, 3000, 1300, 2250, 3740, 1660, 2360, 1760, 1680, 1320, 870, 1260, 1000, 2020, 1920, 2150, 1470, 3180, 3930, 990, 2770, 1250, 1140, 2250, 1640, 1255, 1290, 1300, 1220, 2630, 1950, 3160, 1550, 1700, 2510, 1800, 1800, 1870, 1010, 1120, 2090, 4370, 1440, 2580, 3190, 2380, 1420, 2990, 2680, 2730, 1220, 1500, 1830, 4570, 2470, 800, 2900, 1410, 2830, 1680, 1760, 2240, 1380, 820, 2180, 1400, 880, 1060, 1530, 2480, 1490, 3660, 2340, 1450, 2210, 1130, 1550, 1710, 1010, 2660, 2660, 1300, 1670, 960, 4670, 2140, 2520, 1650, 1440, 1050, 1470, 4230, 1970, 1540, 2090, 2380, 2156, 2070, 1910, 1920, 3400, 1400, 2210, 1170, 2100, 1160, 1500, 2940, 2010, 2170, 1430, 1510, 1150, 2150, 1370, 2380, 1370, 1600, 3750, 3950, 2400, 2830, 2440, 1190, 1400, 2730, 2390, 2060, 2490, 1100, 2430, 3170, 2640, 1130, 1940, 1100, 1200, 2000, 1890, 1910, 2710, 4860, 1250, 1590, 1240, 2000, 3610, 1930, 1280, 2090, 1940, 1800, 1730, 2810, 3550, 1330, 750, 1760, 3200, 1740, 2100, 4270, 1340, 3190, 1630, 2990, 1550, 1690, 1960, 2390, 2600, 1950, 1250, 1180, 1680, 2220, 4890, 2660, 1150, 1130, 2760, 1430, 1490, 2030, 3010, 1810, 1810, 970, 2010, 1300, 1260, 2610, 1910, 1780, 1900, 2450, 1380, 1920, 1350, 1350, 2510, 2470, 1660, 1340, 1620, 2300, 2000, 1640, 1530, 4000, 1610, 2070, 1900, 1050, 1520, 2390, 2400, 1790, 1720, 2980, 1520, 1150, 380, 910, 1650, 2480, 2050, 1420, 3460, 1500, 1320, 2180, 1830, 1620, 2920, 3300, 3060, 3064, 1530, 1910, 1020, 1150, 1260, 1920, 1800, 2040, 2200, 3200, 2400, 1140, 1330, 1940, 3000, 1820, 2910, 1090, 1230, 1710, 3160, 2680, 2190, 1260, 2970, 2570, 3810, 1010, 1480, 1250, 1654, 1410, 2160, 1400, 1420, 2500, 1410, 2100, 1750, 2070, 1570, 1920, 1000, 2120, 1440, 1660, 1340, 2380, 1560, 2780, 1860, 2390, 1370, 2570, 1320, 2520, 1250, 1560, 2330, 3660, 2790, 1060, 2020, 1580, 2020, 970, 1490, 4390, 2750, 2150, 1810, 2230, 2430, 3680, 1410, 1330, 1490, 2020, 3130, 2670, 1980, 2100, 1350, 2140, 2208, 1010, 970, 1520, 2740, 1570, 1320, 2550, 1560, 2360, 1330, 1070, 1510, 1710, 2790, 2620, 2970, 1050, 1280, 1030, 1900, 3070, 1760, 930, 880, 1360, 2130, 1480, 1500, 1670, 2060, 2160, 2780, 1490, 740, 1860, 1590, 850, 1030, 1850, 1830, 1560, 1730, 1930, 1422, 1380, 2430, 2610, 2000, 920, 1750, 2020, 2460, 1780, 1080, 1250, 1870, 1700, 1480, 1930, 3130, 1370, 960, 1260, 1480, 1930, 870, 1300, 1490, 1380, 1190, 4250, 1920, 2080, 3220, 3680, 2070, 1480, 2000, 1560, 1600, 1940, 1540, 820, 1780, 1560, 2210, 2040, 1920, 1930, 1700, 3450, 3440, 2380, 2400, 5670, 1140, 1670, 1910, 1560, 1500, 4475, 2840, 1020, 1410, 1520, 730, 1190, 1410, 1240, 2500, 1050, 2680, 2380, 1060, 2300, 2010, 1090, 2320, 1040, 1810, 1150, 2360, 1970, 2690, 2080, 2080, 1370, 3410, 1850, 3010, 1530, 2690, 2810, 1810, 1560, 1010, 1000, 990, 720, 6070, 2270, 1380, 1260, 2910, 1810, 3160, 1910, 1230, 2960, 2200, 1270, 2540, 3030, 1520, 1560, 970, 3570, 1350, 3710, 1430, 940, 4300, 3990, 1380, 2020, 1480, 1190, 2550, 2550, 1500, 3000, 1690, 4390, 1560, 2940, 1130, 1020, 1310, 2570, 2020, 1680, 1770, 3190, 1440, 1150, 1860, 2430, 1940, 670, 880, 1930, 3120, 1830, 3230, 700, 1010, 2460, 2230, 1570, 2390, 3460, 2400, 2940, 8010, 1570, 1520, 1070, 440, 2440, 2660, 4460, 2010, 1450, 1400, 1500, 2500, 1280, 3380, 2910, 3060, 1330, 3300, 3250, 2530, 1830, 1170, 2930, 1230, 1620, 1760, 1440, 1740, 1270, 880, 2560, 1540, 1150, 770, 4610, 1850, 1840, 1490, 1490, 960, 1580, 1260, 1940, 2490, 2520, 1760, 4190, 1170, 1600, 2760, 2090, 2320, 4110, 770, 1410, 3660, 2180, 1110, 2280, 2820, 1570, 1200, 1710, 3000, 2800, 1640, 2030, 2530, 990, 790, 790, 1800, 1650, 1980, 2340, 2790, 2800, 1840, 1350, 3030, 1980, 3690, 3732, 1510, 2000, 1760, 1270, 2620, 2630, 2270, 2410, 1120, 3030, 2120, 1720, 2150, 4380, 2010, 3150, 2500, 1690, 3300, 1240, 2200, 1620, 2420, 2680, 4250, 2400, 2300, 920, 2350, 2630, 2170, 1700, 2470, 1250, 3110, 1530, 960, 1240, 2440, 2320, 1580, 2963, 2470, 1370, 960, 1130, 4930, 1150, 2190, 1490, 2600, 1530, 1680, 1680, 1900, 1570, 1370, 1350, 3010, 1010, 2050, 1670, 3840, 2220, 2590, 1180, 2950, 7390, 2150, 2100, 1650, 1620, 1750, 1380, 1510, 1600, 1840, 830, 1810, 910, 2120, 2510, 2100, 2690, 2430, 2452, 1550, 2080, 1290, 1850, 3370, 2730, 1300, 3040, 2440, 1720, 3230, 1200, 2350, 3100, 2040, 2000, 2160, 1970, 2270, 1850, 1350, 3280, 2270, 2820, 1200, 2000, 2310, 4640, 2330, 3940, 1440, 1960, 1250, 1981, 2440, 1150, 1120, 1800, 2380, 2920, 2790, 1560, 1550, 1700, 640, 2680, 1860, 1490, 2470, 2390, 1230, 2840, 2120, 1770, 2495, 1170, 2740, 1050, 1130, 880, 2403, 3410, 5320, 1900, 1810, 1200, 2060, 1250, 910, 2560, 1920, 2240, 1260, 1360, 2100, 2110, 2210, 2360, 1280, 2740, 2740, 2630, 1650, 1770, 1500, 1430, 3190, 1280, 2390, 4040, 920, 2730, 1320, 2620, 3180, 2900, 1900, 1760, 760, 3710, 1530, 1990, 3830, 2040, 2170, 1620, 3600, 1470, 1760, 2230, 3770, 1200, 2090, 1500, 8000, 870, 1010, 1010, 1860, 1330, 1760, 1800, 1690, 660, 2400, 3020, 1500, 1560, 1090, 970, 3190, 3190, 1890, 1050, 1390, 1700, 1050, 3340, 1540, 1710, 2100, 1730, 1500, 2380, 2180, 1840, 2341, 1690, 2490, 2440, 920, 1030, 2000, 4210, 1610, 1910, 2660, 820, 1730, 2360, 970, 2460, 2690, 1820, 3470, 3370, 1700, 1340, 2000, 3840, 3890, 1220, 2280, 2770, 2520, 3060, 2390, 1320, 2900, 700, 2210, 2180, 2080, 2090, 1720, 2460, 1470, 1650, 1690, 970, 2030, 2540, 1570, 2580, 2090, 3260, 3830, 2130, 1690, 1780, 1620, 4210, 2980, 1490, 2110, 6563, 1510, 1830, 1230, 2180, 2220, 1730, 1990, 1540, 1100, 1640, 2590, 1450, 1180, 1820, 2360, 1120, 1646, 4210, 2480, 1590, 2130, 1650, 3090, 2180, 1800, 3720, 1100, 1530, 3010, 3500, 3100, 2000, 2290, 2400, 1850, 3680, 1060, 1060, 1610, 2330, 1210, 1530, 2270, 2590, 1850, 1500, 4740, 1710, 1920, 1150, 2320, 1420, 1550, 2920, 1620, 2300, 1070, 1790, 1510, 1340, 3350, 2500, 2350, 2550, 1320, 1270, 3480, 2820, 2110, 1100, 1920, 1890, 2530, 2550, 1550, 1760, 1270, 1250, 1620, 710, 1070, 2320, 5450, 1670, 3010, 1340, 790, 3400, 1530, 930, 1540, 1990, 2300, 1220, 2380, 2020, 1890, 1330, 1490, 3550, 2040, 2380, 1780, 1650, 1510, 1100, 2190, 1760, 1800, 2000, 990, 1480, 1200, 3000, 3504, 1300, 1330, 1850, 2240, 1260, 2800, 1820, 1730, 3350, 3370, 1240, 2340, 1880, 1810, 2340, 2820, 1020, 2090, 1830, 2980, 1600, 4440, 1200, 1230, 2930, 2370, 3040, 1610, 2350, 2000, 3530, 2220, 2000, 1210, 1140, 2440, 1560, 3210, 930, 1782, 1740, 3690, 2930, 1230, 2000, 1520, 1040, 1120, 3020, 1820, 1370, 3130, 1640, 2650, 2850, 1820, 1180, 1880, 1280, 3120, 2470, 1700, 1180, 2800, 1300, 3040, 1630, 1340, 1830, 1240, 2500, 1760, 2660, 2060, 2540, 4830, 1400, 4280, 2230, 680, 2340, 2070, 1910, 950, 2910, 2930, 2610, 3880, 3320, 1940, 2510, 2660, 1710, 1320, 960, 1790, 950, 2940, 930, 4570, 2370, 3430, 3540, 2240, 2710, 2660, 2540, 2210, 3570, 3450, 2330, 1690, 1030, 2560, 1950, 4370, 2350, 3160, 2430, 1340, 1010, 1770, 1210, 3330, 1240, 1250, 2960, 840, 1530, 3750, 2150, 1560, 2040, 860, 1720, 2090, 2130, 1300, 1220, 2420, 2940, 2610, 1880, 2330, 2200, 1720, 2250, 1640, 4130, 2600, 1920, 2060, 5710, 2720, 1490, 2360, 1940, 2570, 1160, 2660, 1260, 1780, 3180, 3380, 2690, 1180, 1660, 2260, 1910, 2430, 1300, 1060, 2200, 1720, 2360, 820, 1030, 2030, 2700, 1100, 3620, 1340, 1790, 3830, 1580, 2020, 3330, 2610, 2610, 1740, 1840, 1080, 1240, 5620, 1170, 1760, 2230, 1520, 1450, 1600, 3220, 1830, 2200, 2170, 1900, 2960, 1710, 2620, 2140, 2100, 2100, 1460, 990, 2190, 3990, 2340, 2460, 2080, 1700, 1330, 1630, 2920, 2830, 3190, 1490, 1630, 2280, 3010, 1590, 1250, 1710, 3280, 3362, 2200, 830, 2160, 2580, 2150, 3510, 3810, 2020, 2120, 1250, 980, 1250, 1100, 1330, 2560, 1850, 2790, 1660, 1080, 3030, 2380, 2250, 880, 2770, 1340, 1660, 1710, 1620, 1530, 1440, 2020, 1870, 620, 5774, 1240, 1890, 2410, 1530, 2800, 1460, 1580, 1450, 1990, 4470, 1980, 2920, 1660, 3190, 1560, 3050, 3030, 2260, 1260, 3370, 1490, 1570, 4490, 4090, 4150, 2900, 1430, 1008, 1480, 1240, 1370, 1770, 2160, 2340, 960, 2280, 1970, 1530, 1790, 1700, 2660, 1950, 1340, 1130, 1950, 3790, 2020, 800, 1770, 940, 2260, 890, 860, 680, 2130, 2390, 3488, 1260, 2940, 2440, 2600, 2080, 1990, 2840, 2630, 2820, 1560, 2330, 3320, 1730, 3110, 1230, 950, 1890, 1010, 1010, 2340, 2460, 1010, 1650, 1440, 1710, 2760, 1350, 1660, 2960, 1090, 3110, 1380, 1290, 1980, 870, 2470, 2140, 770, 1490, 2510, 1950, 3600, 2380, 720, 4070, 1250, 2190, 810, 2440, 1740, 1480, 2120, 900, 1190, 1010, 2100, 2020, 2520, 1370, 1530, 1530, 5040, 2530, 1010, 1200, 2720, 1850, 2340, 1860, 1940, 1680, 1770, 1790, 1720, 1280, 1690, 2190, 710, 1890, 1410, 2210, 1540, 1350, 1380, 890, 1900, 1240, 1730, 2090, 1650, 1130, 3240, 3840, 1200, 870, 2410, 1560, 2410, 2300, 1390, 2920, 1370, 950, 3090, 2390, 2070, 5770, 1460, 1510, 5180, 3430, 1700, 2640, 1200, 1850, 1510, 2130, 2640, 3000, 1870, 990, 2005, 2030, 1500, 1530, 1990, 1420, 1400, 1870, 3040, 1790, 1590, 2050, 4220, 4030, 1770, 2100, 2120, 2600, 2400, 3180, 2790, 2080, 1370, 2790, 1740, 6400, 1800, 1800, 1190, 860, 2460, 1980, 670, 1410, 1860, 980, 3040, 1810, 1560, 2100, 2500, 520, 3010, 2140, 2390, 1510, 2210, 2170, 1790, 1390, 1850, 1480, 1850, 3350, 1040, 2810, 1010, 2250, 1800, 2400, 1780, 2120, 1860, 1460, 1230, 1088, 800, 1190, 1940, 3300, 2590, 2080, 2680, 1670, 1830, 1400, 2770, 3630, 1040, 2690, 2020, 2450, 2030, 1450, 2400, 2870, 1340, 1680, 1850, 1220, 2320, 3220, 3190, 3530, 2050, 1720, 2850, 2270, 1880, 2770, 4490, 3110, 2360, 2180, 1910, 2260, 1770, 1460, 2080, 2960, 3220, 1140, 1660, 1430, 1820, 3540, 1620, 3100, 1500, 2820, 1850, 1570, 2300, 920, 1600, 2630, 3020, 1490, 1160, 2040, 1550, 1990, 1900, 3840, 2400, 1660, 6055, 2030, 840, 1450, 1460, 2010, 2910, 1880, 2170, 1260, 1970, 2090, 3450, 1130, 2600, 1030, 1700, 1480, 4250, 1600, 1870, 1440, 2720, 1240, 1020, 1180, 3080, 1750, 2530, 1580, 2340, 6300, 2400, 1300, 1760, 1520, 1070, 2560, 1280, 1660, 1860, 950, 2140, 1480, 2260, 2300, 1650, 1990, 1960, 1310, 2450, 910, 1580, 1780, 1040, 2340, 1720, 1600, 1320, 2350, 2740, 2300, 4350, 1430, 2400, 940, 1020, 1680, 1340, 3960, 2650, 2120, 2850, 2850, 1870, 2660, 1190, 1770, 2770, 2080, 2700, 2200, 2160, 2010, 3780, 4460, 1770, 1430, 1700, 1830, 1410, 3060, 1820, 2430, 740, 770, 2200, 2920, 2040, 1600, 1990, 1830, 2540, 2700, 1440, 1550, 2490, 2650, 2000, 3440, 2280, 1320, 2070, 1860, 940, 2290, 1510, 1830, 3090, 4340, 3200, 1560, 1280, 2020, 1040, 2260, 860, 1920, 2290, 2070, 4250, 2220, 1840, 2590, 3110, 2600, 1060, 1250, 2520, 2070, 1300, 2190, 2760, 1710, 1750, 1552, 2350, 5110, 1720, 1960, 1270, 1180, 2230, 4700, 2150, 2400, 1830, 2800, 2090, 2340, 1670, 1990, 2270, 4910, 950, 1610, 1940, 1210, 2570, 1700, 1610, 4120, 2880, 1990, 1260, 4750, 3010, 2410, 1280, 2320, 1220, 1400, 1590, 2220, 2770, 2303, 1600, 1280, 2900, 2950, 1700, 1050, 2990, 3100, 1240, 780, 850, 1540, 2280, 2550, 1770, 2320, 2600, 1570, 3060, 1960, 3270, 1090, 6840, 940, 3880, 1770, 3640, 3160, 1590, 1290, 3655, 2490, 1470, 3960, 3190, 810, 2980, 2780, 1340, 4930, 1360, 1320, 1210, 1940, 3160, 1980, 2320, 1660, 1660, 1080, 1510, 2950, 3070, 970, 2140, 2570, 1260, 1220, 1720, 2140, 1420, 2060, 1320, 1810, 2980, 1350, 1540, 2510, 1670, 3690, 1320, 1510, 1510, 1870, 2400, 2400, 1170, 1190, 2080, 2150, 1580, 1580, 2370, 1840, 2660, 2190, 1660, 1780, 700, 1570, 1220, 3150, 2690, 680, 3750, 1010, 1710, 2090, 1560, 1560, 2570, 1010, 1020, 1710, 2300, 1990, 2730, 2195, 1560, 1400, 1400, 3690, 1140, 1920, 2496, 2280, 3200, 880, 1320, 2450, 1040, 2480, 1830, 1440, 1580, 3230, 1810, 2495, 1740, 1680, 2460, 3050, 1630, 2460, 1030, 3410, 2310, 2610, 2330, 2980, 1790, 2940, 3900, 3900, 1750, 2660, 1580, 2350, 2510, 1480, 1720, 1470, 1540, 2820, 1250, 2080, 5180, 2860, 2710, 1140, 4070, 1710, 1340, 2290, 1860, 1080, 960, 980, 1500, 1440, 2580, 2070, 1880, 2420, 1890, 1920, 1870, 900, 2160, 900, 1180, 900, 1600, 1500, 1070, 2570, 1210, 1850, 1740, 1300, 2000, 3220, 2160, 2130, 1580, 1200, 3790, 860, 5130, 1600, 2110, 1400, 2110, 1430, 6640, 3040, 980, 2570, 2060, 1300, 1300, 1680, 4020, 1530, 1170, 1580, 1270, 1480, 2220, 3200, 910, 1480, 3770, 3500, 1480, 1660, 2520, 2850, 2153, 3780, 3770, 3600, 2980, 2320, 2980, 2930, 2040, 1510, 2660, 1740, 2240, 1570, 2500, 1750, 3030, 1680, 5740, 1220, 1310, 2490, 2220, 2240, 1890, 1850, 2210, 1410, 1890, 1830, 1440, 950, 2370, 3070, 1300, 1300, 1210, 710, 2240, 3600, 1960, 1820, 1960, 1750, 3700, 2910, 1270, 720, 1040, 2210, 2060, 780, 2240, 800, 2440, 1460, 1150, 2650, 2600, 1820, 2560, 1714, 1330, 7350, 2050, 1810, 1380, 3070, 800, 2140, 1330, 1030, 1740, 1200, 1490, 1890, 3060, 3250, 2730, 810, 2240, 1740, 2380, 1540, 2340, 2710, 1310, 1390, 2201, 1960, 2850, 1880, 2440, 2560, 1410, 2870, 2620, 2970, 1780, 3700, 1252, 1240, 2160, 2040, 3130, 2350, 1570, 1530, 1520, 1350, 1950, 3950, 2040, 1990, 1300, 2030, 2340, 2160, 2770, 2030, 1440, 1730, 4510, 2100, 1800, 1090, 1010, 2040, 2270, 1730, 2480, 3480, 1720, 1570, 3527, 840, 1950, 1980, 1620, 1980, 3530, 1260, 2120, 1360, 3100, 2370, 1460, 1980, 1930, 3700, 1970, 2470, 1180, 1280, 1380, 2740, 2020, 2835, 1520, 2190, 1680, 3915, 1720, 670, 1790, 2440, 920, 1680, 3290, 2120, 910, 1000, 2340, 1180, 2080, 3760, 1480, 3060, 3070, 1170, 2900, 2210, 1440, 1980, 2060, 2420, 3440, 1600, 2210, 2250, 1680, 1140, 1430, 1440, 1670, 3080, 4300, 3010, 1560, 1920, 1400, 2280, 3880, 1350, 1480, 1670, 3400, 2070, 4870, 1760, 4030, 1130, 1510, 3110, 5020, 740, 1630, 2780, 1990, 2250, 1720, 900, 2360, 1530, 1450, 2040, 2620, 1180, 1110, 1840, 2720, 1090, 1730, 1170, 4740, 1960, 1430, 2510, 1420, 2680, 1220, 1070, 1580, 1820, 3590, 1960, 3160, 2030, 1240, 5370, 2670, 1640, 2130, 2550, 3630, 1690, 2390, 2350, 1420, 1570, 1600, 720, 1470, 2790, 1720, 1300, 2520, 1780, 1200, 2990, 1910, 1370, 1910, 1170, 1250, 3340, 1380, 780, 2080, 1410, 520, 3500, 840, 2240, 2100, 1750, 3130, 1470, 1440, 1430, 2170, 1150, 2170, 2630, 2490, 1710, 2130, 940, 1400, 1630, 1370, 2380, 2140, 1970, 2550, 1080, 3070, 1470, 3620, 1050, 1050, 1320, 1210, 1860, 2830, 810, 1630, 880, 1660, 3440, 2110, 1060, 1900, 820, 4860, 2050, 1090, 1090, 1920, 1870, 2690, 2160, 3000, 2290, 2250, 2130, 2500, 2300, 3360, 1920, 2440, 1440, 1780, 1490, 1400, 2150, 1910, 2660, 1650, 1980, 2690, 1380, 2500, 1590, 1100, 1470, 1680, 1450, 2020, 2470, 1230, 1850, 2540, 970, 1070, 2620, 2110, 2110, 1910, 670, 6930, 2010, 1770, 1340, 1660, 1820, 2510, 1560, 2280, 2650, 2470, 1270, 1520, 1310, 1310, 3930, 990, 2080, 960, 4070, 2750, 3230, 890, 990, 1290, 2170, 1330, 1340, 2200, 2520, 1180, 2660, 1250, 2270, 1080, 1620, 940, 1620, 2350, 2090, 1760, 2050, 600, 2540, 2090, 2700, 1410, 1170, 2540, 2190, 3890, 2030, 1350, 1940, 1260, 2800, 3080, 840, 860, 2400, 1640, 1060, 2080, 2090, 1240, 2030, 1120, 1270, 2260, 1780, 1780, 4080, 2120, 2060, 1670, 1080, 1210, 990, 1720, 1530, 6550, 1100, 3020, 3180, 1830, 2540, 1770, 1470, 570, 960, 2940, 1000, 2450, 3310, 1670, 1620, 2990, 1240, 670, 1470, 1320, 6110, 2440, 2900, 2310, 1110, 4100, 930, 2420, 2870, 1480, 1960, 1470, 2460, 1960, 1160, 1910, 2720, 1020, 900, 1120, 2340, 1410, 1920, 1370, 1590, 1850, 1430, 1940, 1270, 1380, 1720, 4050, 3660, 1870, 2230, 2020, 3690, 1450, 1630, 1840, 1620, 1840, 1360, 2080, 2550, 2550, 1160, 1760, 1720, 2300, 2500, 1750, 1890, 1800, 2160, 1380, 1180, 2550, 1070, 2870, 1940, 870, 1550, 1400, 1210, 3430, 3020, 950, 3370, 1460, 1740, 1720, 1480, 3320, 3490, 1160, 3010, 1030, 980, 1990, 1790, 810, 2940, 4883, 1360, 1370, 2120, 1240, 2770, 1660, 1170, 2470, 1310, 1670, 1660, 3500, 1440, 2360, 3460, 1750, 1470, 1710, 520, 2350, 2380, 1920, 1580, 3070, 2660, 1700, 5010, 2680, 2720, 940, 3596, 1240, 4660, 1710, 930, 1430, 1650, 1560, 1870, 1320, 1400, 1940, 2000, 1640, 1020, 1630, 2940, 2120, 790, 2020, 1530, 3250, 2930, 3150, 2180, 1040, 880, 1400, 2600, 1590, 1610, 1390, 3710, 2360, 1440, 1400, 4600, 2100, 2010, 2550, 1240, 2090, 2770, 3560, 1240, 1640, 3940, 3150, 2550, 3940, 580, 1330, 930, 1060, 1180, 1850, 820, 3600, 1850, 2240, 1860, 2390, 2040, 1900, 1900, 2200, 2280, 1090, 670, 1050, 2090, 2030, 1250, 2600, 640, 2120, 1330, 750, 2230, 1890, 820, 1880, 2360, 1850, 2310, 2520, 800, 1580, 2430, 2350, 3800, 3670, 1780, 1295, 1350, 1440, 1320, 700, 2510, 3180, 910, 1570, 2450, 4910, 1570, 2680, 2090, 2150, 1140, 4230, 1790, 3100, 2220, 2370, 4070, 1790, 1610, 2830, 1010, 1560, 1330, 2330, 960, 1710, 2230, 1700, 1040, 1070, 3600, 2750, 1920, 1770, 2460, 1550, 1460, 2440, 1640, 1290, 3150, 2305, 1060, 2060, 900, 3890, 1910, 2340, 2900, 3290, 630, 5410, 4270, 1700, 1430, 2850, 2160, 1760, 2700, 860, 880, 1360, 1770, 2030, 1180, 2430, 1300, 2360, 1200, 1000, 1556, 1890, 1810, 2730, 3070, 2080, 1620, 1150, 1250, 1430, 790, 1200, 2110, 3160, 2700, 820, 1800, 1750, 1540, 1130, 1500, 1600, 1200, 1690, 2270, 1910, 1640, 2120, 1400, 760, 1070, 1460, 1280, 1650, 1260, 2200, 3560, 1140, 2550, 1553, 1140, 790, 2130, 1390, 4000, 1520, 1657, 1680, 2270, 2470, 1240, 1740, 4090, 2520, 1340, 1640, 3000, 1210, 1810, 2200, 2200, 2350, 1090, 2280, 1430, 1520, 1620, 1510, 3001, 2020, 1380, 1520, 1090, 4220, 2520, 1760, 930, 2600, 2180, 1910, 1100, 1760, 700, 1080, 1070, 1460, 1050, 3160, 1400, 3120, 720, 2840, 1220, 2820, 840, 1610, 1860, 2260, 2450, 850, 1800, 1230, 2060, 2750, 1120, 3010, 1580, 2630, 790, 3110, 2130, 4520, 1600, 1950, 2010, 2550, 5340, 2000, 2170, 1550, 2790, 1980, 1190, 3650, 1510, 1200, 2830, 1650, 1710, 1740, 1840, 1820, 3860, 1810, 1030, 1410, 2140, 1930, 1930, 1930, 2210, 1360, 1830, 2120, 2700, 3160, 2770, 2240, 2570, 880, 1820, 1660, 2200, 1640, 1650, 1420, 1270, 1070, 1060, 2190, 1940, 1300, 1330, 1940, 2100, 1290, 1560, 2630, 2100, 2070, 2960, 1300, 2520, 1150, 2030, 1880, 2320, 1050, 3030, 530, 1090, 2220, 1430, 3780, 1560, 2220, 1140, 2540, 1440, 1570, 1860, 2440, 2100, 2150, 2440, 1930, 1830, 1850, 3210, 1090, 1870, 1920, 700, 3380, 2430, 1950, 900, 2060, 2180, 2140, 1730, 3140, 3010, 800, 3300, 1530, 760, 2450, 1000, 840, 1380, 1380, 2020, 1260, 1440, 1540, 1060, 1900, 2870, 1050, 1840, 3000, 1200, 1840, 2790, 970, 1070, 900, 2680, 2000, 1660, 1770, 1230, 1740, 1710, 2020, 2410, 2310, 2400, 3160, 1560, 1770, 1600, 1330, 2970, 1020, 2490, 1700, 850, 1250, 610, 3700, 950, 3860, 1360, 3890, 1680, 1520, 2420, 3890, 2940, 1350, 2190, 2280, 1070, 2540, 2270, 1220, 1890, 1990, 1220, 2640, 1480, 2320, 2410, 2090, 920, 850, 1130, 1260, 2090, 2020, 1970, 1820, 1840, 2100, 1770, 1110, 2090, 2080, 1400, 1060, 720, 1100, 1010, 5230, 2420, 1200, 1950, 1870, 1310, 1520, 1270, 840, 900, 3010, 1050, 3360, 5370, 2690, 1710, 1640, 4000, 4140, 3140, 1320, 3080, 2500, 2520, 2350, 2570, 3100, 4730, 1030, 1020, 2080, 1410, 1360, 2620, 2260, 1490, 2530, 3140, 1820, 1770, 4430, 1490, 1790, 1710, 2070, 1140, 3930, 1100, 2260, 2260, 1130, 1950, 960, 4210, 3430, 3470, 2140, 2520, 3550, 700, 740, 3300, 1640, 2780, 1830, 3540, 1440, 2960, 3180, 3310, 2390, 2460, 1630, 3490, 2500, 2080, 1290, 1700, 1700, 2540, 1180, 1520, 2390, 2740, 2190, 1350, 1350, 2980, 790, 2130, 2700, 3200, 1159, 3080, 1000, 2260, 2270, 760, 1420, 2500, 1450, 2500, 2210, 3020, 3290, 5780, 1820, 2500, 1210, 1090, 1330, 890, 1360, 4220, 3780, 2610, 1980, 1290, 3620, 2680, 1200, 1992, 1640, 1920, 1840, 1310, 1050, 2570, 930, 730, 1270, 1150, 820, 3000, 2220, 2500, 1540, 2750, 3130, 1430, 2680, 3010, 1530, 1240, 2260, 2820, 3560, 1630, 2880, 2200, 1620, 1480, 2250, 3540, 1790, 1400, 2390, 2400, 2050, 2640, 2320, 2440, 1260, 6240, 1930, 1200, 970, 1810, 1380, 1470, 1010, 1010, 1340, 970, 1122, 1670, 2840, 770, 2040, 3052, 2620, 3120, 1100, 3410, 2510, 1680, 1960, 1040, 1750, 2170, 1639, 2100, 880, 1940, 2490, 2060, 2720, 2180, 3600, 840, 2370, 2270, 2720, 1140, 2460, 1240, 10040, 1670, 2220, 980, 1890, 1100, 2770, 4250, 1370, 1480, 3770, 2870, 3820, 1530, 4120, 1590, 1520, 2350, 1370, 1540, 3786, 1500, 1750, 1800, 1180, 830, 1540, 1610, 1990, 2070, 1760, 1740, 1950, 1280, 1460, 3770, 2410, 2410, 1400, 2100, 5360, 1000, 3150, 4180, 2840, 2110, 1660, 2160, 2420, 1920, 2310, 2330, 2340, 2590, 1410, 2850, 730, 1470, 2330, 2460, 2080, 990, 1450, 1340, 2730, 1140, 1950, 2000, 900, 3390, 720, 940, 1770, 590, 1980, 3070, 3500, 2100, 2620, 2810, 2290, 1350, 2770, 2530, 1280, 1060, 1000, 3870, 3370, 2290, 1670, 1460, 1770, 820, 1900, 1870, 1840, 1590, 1640, 3000, 2160, 2490, 1290, 3190, 1540, 2140, 980, 2450, 1360, 4610, 7480, 2860, 1810, 2240, 3610, 1450, 1450, 1820, 5620, 2080, 1780, 4340, 2860, 2540, 1140, 1320, 2040, 1790, 1910, 1460, 1420, 1790, 1390, 1880, 1570, 2690, 1670, 1040, 1560, 1470, 2070, 1370, 1120, 2640, 1030, 1120, 1730, 2090, 920, 2970, 1720, 1460, 1540, 2850, 1310, 2430, 1700, 2160, 860, 2050, 1650, 1570, 1660, 1220, 1220, 1780, 2180, 3520, 2220, 1610, 1070, 1060, 1160, 910, 2970, 790, 1540, 3130, 1470, 3160, 2675, 1340, 3830, 1800, 2990, 3720, 920, 3280, 1440, 1940, 1590, 1340, 3770, 2680, 2820, 1520, 2560, 3310, 1540, 1430, 2506, 2250, 2740, 1540, 4190, 1690, 1990, 2410, 1150, 1720, 1260, 2020, 2240, 1930, 1820, 1560, 2170, 1600, 3760, 1240, 1090, 2740, 3110, 1610, 1880, 1740, 3270, 1990, 1960, 1680, 2910, 1500, 580, 2540, 950, 7080, 810, 4080, 1820, 2650, 1670, 2480, 1240, 1390, 2880, 1060, 1070, 1640, 1510, 1230, 1510, 3180, 2260, 1920, 1980, 1200, 2020, 2010, 1930, 2710, 1950, 2110, 1250, 1380, 2050, 1800, 1310, 1010, 1850, 1750, 2154, 1230, 1960, 1070, 1450, 3680, 5760, 1220, 2950, 1340, 2870, 2590, 2090, 3000, 1730, 2850, 1020, 2200, 3240, 490, 2990, 2450, 1900, 2640, 1340, 3220, 930, 3240, 2630, 1730, 2120, 880, 1800, 1600, 3280, 3290, 2890, 1730, 1590, 1710, 1995, 1300, 2720, 1360, 1590, 1200, 1170, 2010, 1880, 3250, 2270, 3680, 1880, 1050, 2250, 1689, 2860, 2710, 1770, 2820, 3400, 3110, 1480, 940, 2680, 3190, 1920, 2610, 1040, 2880, 1450, 3902, 2460, 2170, 1970, 1000, 1580, 2130, 1370, 2150, 1370, 1370, 3290, 3190, 4140, 1690, 1690, 1430, 1980, 1490, 3620, 2720, 1490, 1230, 1900, 1530, 2290, 2240, 3470, 3050, 1100, 1610, 1910, 1510, 1280, 1910, 1170, 1550, 1060, 1040, 1550, 2490, 920, 1250, 2540, 2190, 1340, 2410, 1830, 1850, 1410, 1460, 1500, 1130, 1620, 2330, 1520, 2840, 1520, 1740, 4000, 2780, 3500, 1060, 1290, 2390, 2460, 2930, 2200, 1870, 2060, 1610, 2120, 1450, 1980, 860, 1460, 2590, 1120, 1340, 1780, 2920, 2820, 1550, 1600, 3190, 1960, 970, 1360, 1360, 3810, 1340, 1990, 1120, 2060, 1170, 1610, 1890, 1070, 1680, 2890, 1360, 1660, 1620, 960, 1000, 2395, 3050, 1120, 2960, 1250, 1940, 1750, 2150, 1500, 3230, 3000, 1520, 1190, 990, 1250, 2080, 1640, 1550, 1290, 3250, 1260, 2840, 1960, 760, 2240, 2240, 1820, 3370, 1160, 1640, 820, 2800, 1780, 2200, 1480, 2010, 2880, 940, 1620, 4400, 1530, 3460, 2890, 1980, 1980, 1450, 4280, 1810, 2490, 1610, 1820, 9200, 3520, 3740, 2150, 3526, 1070, 1410, 3190, 1270, 1970, 1640, 1600, 3020, 1350, 1870, 2730, 1100, 4320, 2700, 3700, 2190, 2840, 2610, 2630, 1090, 3090, 1670, 1300, 3670, 1700, 2560, 2770, 3240, 2300, 2483, 760, 2040, 1200, 960, 2410, 2260, 1910, 1500, 1360, 1320, 1940, 2650, 3040, 1240, 2210, 1540, 1320, 3040, 910, 2040, 980, 980, 4420, 1570, 1600, 1830, 2820, 1800, 4380, 2980, 1690, 4040, 1250, 1500, 1630, 1410, 1140, 3280, 3490, 2020, 4580, 2270, 1310, 1420, 2980, 4180, 1950, 1790, 1400, 1320, 1620, 3120, 2100, 1370, 1520, 2410, 1260, 2830, 2064, 2640, 1020, 2200, 1420, 1350, 1290, 1680, 2280, 1840, 2040, 1490, 2440, 1930, 1200, 1550, 2180, 1430, 1230, 1670, 2720, 2220, 1520, 1590, 1480, 1860, 1360, 1360, 2360, 2360, 1860, 2630, 1280, 2330, 720, 3380, 3650, 1640, 1730, 1030, 1790, 840, 1300, 1240, 2170, 1330, 1390, 1240, 880, 2540, 2520, 2510, 2020, 2060, 930, 2700, 1060, 670, 1750, 930, 2420, 2410, 1150, 2480, 1310, 1240, 1150, 1460, 3060, 3520, 960, 2430, 1930, 1090, 2790, 1650, 3740, 5310, 1690, 1400, 1440, 1360, 1726, 2220, 1850, 2860, 1120, 2340, 3760, 1920, 3230, 1260, 1540, 1700, 3600, 3150, 1280, 980, 2190, 2470, 2590, 2580, 1270, 1250, 4660, 2019, 1490, 1560, 1030, 2560, 1460, 770, 1960, 1900, 1970, 2490, 1430, 2680, 1610, 4300, 3200, 2140, 4240, 3410, 2090, 1410, 2820, 2770, 1400, 3620, 2260, 3440, 2150, 1256, 2220, 2850, 700, 3700, 1400, 3130, 2170, 1020, 1760, 1860, 1140, 1670, 1710, 500, 1470, 1370, 3470, 1650, 1180, 3110, 2080, 1600, 2380, 1630, 1910, 3140, 1250, 1990, 2110, 2490, 800, 2360, 1770, 2710, 1940, 3450, 3440, 2410, 2290, 1030, 2290, 1490, 2370, 1930, 1600, 2240, 770, 2300, 3400, 900, 1450, 2240, 1780, 2320, 1590, 990, 2605, 2870, 5180, 2180, 850, 4050, 2250, 3100, 1747, 2410, 2070, 1860, 950, 1060, 880, 2550, 1550, 1590, 1650, 2430, 1810, 2890, 1280, 3410, 2220, 1060, 1120, 2680, 1770, 2950, 1260, 1430, 2730, 3270, 1720, 1270, 3260, 2050, 2050, 3580, 1960, 840, 1300, 1260, 1650, 1710, 1180, 2780, 950, 3620, 2140, 1920, 750, 2060, 2380, 750, 1160, 1050, 1740, 2050, 1980, 1690, 2320, 2480, 2290, 3180, 3470, 1540, 2800, 1050, 1480, 1010, 1660, 2760, 1040, 2220, 1270, 2960, 1330, 1210, 2120, 2090, 2680, 1790, 1950, 3740, 1140, 2480, 2580, 2290, 2320, 2530, 1400, 2060, 1640, 1960, 3000, 1320, 1760, 2130, 1390, 1400, 3230, 1110, 1670, 1540, 2090, 1410, 1370, 1910, 1678, 960, 2080, 1790, 2540, 1790, 940, 6810, 900, 1900, 1440, 2070, 2240, 3320, 1950, 1240, 1830, 1740, 1410, 2050, 3220, 1960, 1070, 2820, 4060, 800, 1260, 2420, 810, 1600, 1350, 970, 1780, 1350, 1840, 2550, 1700, 2430, 2740, 1560, 1040, 1820, 1833, 2160, 2100, 1370, 1414, 4115, 1550, 2100, 1160, 3597, 1230, 2190, 1040, 4690, 2270, 1950, 1880, 2850, 1160, 1370, 3260, 3170, 390, 3450, 1490, 1460, 1300, 1300, 1540, 2130, 1350, 2450, 1940, 2890, 1680, 1960, 1590, 1390, 2440, 1850, 2800, 3780, 1910, 2460, 810, 1900, 3490, 2200, 1190, 2040, 2400, 1670, 990, 2920, 1840, 910, 2950, 1240, 1980, 1200, 1280, 3150, 3500, 1680, 1360, 2110, 2034, 1900, 2380, 4050, 1120, 2850, 2360, 2540, 1160, 2710, 3120, 3120, 1870, 1010, 2980, 2420, 3830, 3040, 1460, 1940, 3780, 1950, 2450, 1730, 1690, 2550, 2290, 2710, 1880, 2930, 3110, 3480, 1110, 2440, 2280, 900, 1980, 3360, 2340, 3110, 980, 1480, 1800, 2130, 1270, 1150, 1840, 3180, 1510, 3070, 1800, 1540, 2330, 1400, 2846, 5830, 3380, 1440, 1740, 1470, 2810, 2090, 4110, 3230, 2601, 2070, 1660, 1590, 1860, 1420, 1240, 2500, 2640, 1440, 3030, 1820, 2220, 2430, 1670, 1180, 1620, 1030, 2900, 3420, 1710, 1580, 1230, 2200, 2570, 3320, 1090, 2970, 1970, 3220, 1600, 670, 2360, 2150, 620, 1730, 2500, 990, 1420, 2170, 1880, 1300, 2360, 1780, 2160, 950, 1680, 2290, 4140, 3920, 1500, 1720, 2641, 4930, 2460, 1995, 3010, 1270, 3080, 1670, 1470, 1730, 1070, 1660, 2410, 1040, 970, 2910, 2340, 1880, 1110, 2790, 1590, 5700, 1200, 3200, 1510, 1880, 3070, 2110, 2350, 3270, 2220, 5990, 1760, 2200, 1550, 5070, 1040, 2560, 1850, 2090, 2010, 2518, 2810, 2600, 2060, 2920, 2130, 2290, 1230, 2020, 1430, 2270, 1910, 1780, 2690, 1330, 3060, 1760, 1570, 960, 1680, 1440, 1960, 1790, 2560, 1010, 2560, 1200, 3910, 2260, 2110, 3340, 1400, 1760, 2010, 2300, 2510, 1340, 1560, 3350, 3710, 2430, 2430, 2100, 1880, 1630, 1640, 2310, 1930, 4750, 2300, 1050, 1500, 1150, 1920, 3660, 1720, 2100, 2400, 2540, 2080, 3400, 2200, 2140, 3850, 4270, 1340, 1100, 2870, 1320, 2150, 2470, 1910, 2130, 2240, 1800, 2160, 3140, 1920, 1050, 3695, 3910, 3010, 1370, 2080, 2250, 2120, 2220, 1440, 910, 1270, 2480, 2630, 2410, 2930, 1570, 1900, 2590, 3810, 2290, 1220, 1100, 2810, 890, 1280, 2320, 1720, 1530, 1580, 1360, 2680, 1640, 2520, 1400, 2300, 1900, 2000, 900, 2980, 1850, 1570, 670, 2660, 2110, 1970, 1210, 2670, 3000, 2200, 1540, 2080, 1780, 1960, 1690, 2080, 2070, 760, 4020, 3620, 2330, 1460, 2250, 2850, 2640, 1310, 2720, 3430, 1990, 1170, 1390, 1540, 760, 1280, 2990, 1770, 3830, 2870, 1520, 660, 1800, 3570, 3050, 820, 3610, 1490, 1560, 1660, 1180, 960, 1630, 2260, 1520, 3050, 1000, 2650, 1750, 1770, 1770, 770, 3370, 2130, 1050, 2803, 2080, 2080, 2120, 2550, 1290, 1790, 2720, 1040, 840, 1650, 2080, 1540, 3880, 1860, 1280, 3200, 2200, 1570, 2074, 2450, 2520, 2190, 2190, 2320, 1370, 1730, 1640, 1300, 1560, 1120, 2670, 3810, 1440, 1200, 1520, 2500, 2010, 1210, 1100, 1050, 2120, 1240, 3460, 1270, 2980, 1250, 1740, 1730, 1240, 1670, 2140, 2530, 960, 4130, 1710, 1490, 4750, 3400, 2210, 1650, 1260, 1960, 1800, 1940, 2820, 2820, 720, 1640, 1560, 1560, 1910, 1570, 2038, 1720, 1670, 2830, 1690, 1620, 2360, 1480, 2700, 1780, 1430, 2160, 1800, 1930, 1960, 1920, 1470, 2980, 2980, 2360, 1790, 2130, 2030, 1790, 2260, 2350, 1690, 1320, 2690, 2810, 2280, 2870, 3030, 2940, 1190, 1800, 1580, 1730, 1910, 1000, 2520, 1420, 3080, 1060, 2160, 4060, 1940, 2250, 1620, 920, 1370, 920, 1360, 1630, 3610, 3010, 2320, 3290, 2040, 1920, 2120, 2170, 1330, 1580, 3580, 2580, 1930, 2120, 1990, 1310, 2670, 1910, 1530, 2920, 1010, 2450, 1820, 2090, 2200, 2250, 1450, 2280, 2720, 2250, 1090, 1970, 2780, 2290, 2330, 4060, 1470, 1620, 3220, 3270, 2160, 1150, 2240, 1280, 840, 1680, 2330, 3030, 2880, 2910, 3090, 2720, 1310, 1790, 2830, 3150, 3930, 2840, 2480, 1930, 1260, 670, 3930, 3160, 1770, 2240, 990, 1580, 1560, 2640, 2120, 1200, 5040, 1460, 4890, 1580, 2100, 2060, 1690, 3370, 2330, 1820, 1890, 3820, 2770, 3020, 1170, 1270, 1950, 2230, 2220, 2060, 1100, 1140, 1980, 2480, 1050, 1260, 1680, 1360, 2450, 2260, 1060, 3720, 1610, 3350, 790, 1660, 1420, 2050, 1250, 1700, 2660, 1350, 1810, 2210, 2120, 2470, 2700, 1760, 1930, 1680, 1390, 2240, 1980, 1830, 980, 3550, 1660, 2490, 2329, 1790, 2830, 1160, 1000, 2540, 1750, 2890, 1870, 2200, 1300, 3410, 1160, 2100, 1490, 3280, 1450, 1930, 1660, 1260, 1170, 3350, 1420, 2170, 1800, 2000, 1660, 1540, 1160, 1700, 1580, 2080, 1030, 1770, 1540, 2650, 2690, 2210, 2390, 2580, 2160, 2230, 2000, 1280, 2810, 1680, 2150, 2820, 1750, 1060, 2430, 2660, 1670, 1380, 4160, 1790, 1940, 1390, 2200, 1264, 1095, 850, 1760, 690, 1400, 1810, 1310, 1400, 2350, 1150, 1710, 1660, 1950, 1780, 2450, 2060, 1540, 1650, 1160, 1440, 2150, 1060, 2620, 1630, 1840, 820, 820, 2010, 1990, 2990, 2540, 1640, 2500, 4020, 1500, 1594, 2130, 1130, 1690, 1440, 3270, 4350, 1610, 950, 1010, 1420, 1200, 2020, 3390, 1700, 3410, 2030, 2860, 1690, 760, 1780, 1550, 4090, 880, 1320, 950, 1390, 1900, 1392, 3340, 2750, 1400, 2220, 1210, 2390, 1870, 940, 1120, 1250, 1060, 2410, 2844, 2200, 3460, 1580, 1520, 2260, 1800, 2650, 1000, 2300, 1080, 902, 730, 2600, 1570, 2876, 2290, 1470, 2620, 2680, 2020, 2100, 1510, 2850, 4280, 3238, 2740, 2020, 1520, 3860, 1600, 2090, 4020, 2910, 900, 1720, 3030, 3030, 2190, 1680, 1210, 1120, 3180, 920, 700, 2540, 2100, 1540, 1420, 1450, 1550, 1920, 1920, 2510, 1660, 3990, 2350, 1350, 2980, 6390, 1590, 1400, 1880, 3500, 1370, 2810, 2220, 2110, 1720, 1780, 1410, 2110, 2700, 2610, 1660, 4570, 3760, 1610, 1740, 3530, 840, 840, 1470, 2470, 2220, 1720, 2700, 950, 1790, 1610, 2290, 2170, 2100, 2320, 1120, 1530, 3490, 1180, 2050, 2360, 2570, 1270, 1250, 2510, 2690, 2900, 3830, 1280, 4350, 1370, 1230, 2440, 4410, 910, 910, 2150, 2150, 3190, 2130, 2740, 3150, 1450, 2400, 2280, 2310, 2460, 4200, 1620, 2170, 2880, 3280, 2900, 2160, 2250, 1340, 1390, 1600, 2050, 2570, 2660, 1540, 2640, 1210, 3760, 1350, 2600, 3900, 1340, 1760, 1840, 2980, 1730, 1650, 3370, 2200, 2180, 1490, 1530, 1180, 2080, 3200, 1880, 2510, 1060, 2130, 1320, 1040, 1150, 2120, 2130, 2340, 2250, 1890, 1140, 2780, 2390, 2390, 2680, 1560, 1130, 1120, 2050, 2600, 1050, 2600, 2811, 4060, 2260, 4430, 600, 2430, 3420, 1180, 2010, 1230, 2750, 1300, 1150, 2220, 2050, 1700, 1610, 2720, 2190, 2730, 2490, 1510, 4720, 3810, 1950, 1300, 1610, 2040, 700, 970, 910, 1060, 2180, 2050, 750, 800, 3470, 1390, 900, 1050, 2410, 1180, 1140, 700, 2060, 2230, 1950, 2100, 2130, 1880, 2310, 880, 5450, 1290, 1010, 1690, 1350, 680, 2860, 610, 2660, 1390, 2290, 2110, 1200, 2360, 2350, 1590, 1810, 1900, 1250, 3280, 870, 3570, 3780, 1190, 2280, 1030, 2870, 1520, 3700, 2240, 1920, 2560, 1840, 2080, 1600, 2168, 860, 2100, 1140, 3090, 1330, 1360, 3420, 2180, 1800, 1120, 2980, 2600, 1550, 3330, 2200, 3840, 840, 1270, 3240, 2480, 4470, 1780, 1850, 2200, 2760, 1090, 3090, 820, 1445, 1810, 1620, 1060, 1050, 1010, 2050, 970, 1540, 3000, 3190, 1870, 2200, 3070, 3730, 2440, 990, 4160, 3670, 910, 1940, 1780, 2200, 6410, 2070, 2040, 2320, 1440, 1700, 1700, 2050, 800, 1800, 1460, 1290, 1900, 1480, 2090, 1950, 1250, 990, 2740, 1260, 2150, 1750, 2880, 2590, 2430, 1470, 2020, 610, 3000, 920, 1070, 3410, 1820, 1060, 3070, 2300, 1610, 2830, 970, 1680, 2040, 1450, 2870, 1870, 2490, 3350, 3190, 1560, 2750, 920, 1140, 2520, 3150, 2040, 1780, 2240, 3270, 3110, 1850, 1570, 750, 2240, 1870, 2683, 1490, 2340, 1700, 1450, 3310, 1520, 1260, 1840, 1750, 1450, 6330, 1260, 2100, 2430, 4250, 1830, 1310, 3090, 2560, 1930, 1460, 3460, 3290, 820, 1480, 1420, 2790, 1390, 950, 3000, 1280, 870, 1360, 1000, 2740, 1560, 2590, 1850, 2500, 3280, 670, 2890, 3000, 1920, 1960, 2000, 3600, 2740, 3650, 2310, 2095, 1560, 1880, 840, 2730, 860, 2320, 1540, 890, 4290, 1950, 1010, 2830, 1500, 3370, 3160, 1110, 3830, 3160, 2100, 2240, 1060, 2350, 1940, 1160, 1840, 2260, 840, 2830, 1600, 1370, 1960, 1470, 2740, 1090, 2460, 1820, 1960, 1760, 720, 3470, 1370, 2370, 1390, 1840, 2790, 1460, 2620, 2230, 3250, 1190, 2090, 2580, 2100, 3160, 2090, 1570, 1020, 1300, 2110, 1210, 1990, 1630, 1384, 3380, 2480, 1270, 1010, 1490, 820, 1810, 3060, 2980, 3440, 1820, 2320, 2620, 2190, 1780, 2200, 1600, 2450, 2680, 1850, 1740, 1490, 1960, 1380, 1510, 1410, 1440, 920, 1090, 2790, 1840, 1340, 2570, 3010, 2160, 2140, 2090, 1810, 1760, 2500, 930, 3030, 1460, 2940, 3360, 2110, 2740, 1070, 1680, 2260, 5860, 2380, 3320, 1050, 2070, 1790, 840, 990, 4120, 1620, 1340, 1500, 1300, 3100, 3380, 2660, 1700, 1840, 890, 2800, 2010, 1380, 1210, 1280, 4090, 1580, 1910, 1740, 1130, 1970, 1780, 1670, 1360, 1840, 1255, 1840, 2960, 1430, 5990, 3480, 4260, 1820, 1290, 2130, 1170, 1730, 880, 2380, 1330, 1780, 1220, 2490, 1180, 2310, 1440, 1620, 2620, 3710, 1040, 3320, 800, 2040, 1960, 2670, 2930, 830, 2290, 2510, 1280, 1810, 2080, 1680, 1660, 1650, 1420, 2240, 1230, 1260, 2060, 3090, 3220, 2020, 1910, 1150, 2730, 2890, 2280, 1040, 2440, 1720, 3430, 2570, 4360, 2060, 3020, 2340, 2400, 1610, 1090, 1470, 1670, 1850, 3940, 2330, 2020, 1300, 1180, 1320, 2520, 1680, 2000, 1180, 3330, 1880, 2990, 1510, 3110, 2150, 1900, 2720, 1560, 1990, 1740, 2130, 1510, 2100, 2344, 1970, 1470, 940, 1780, 2230, 3570, 1920, 1290, 1880, 2960, 1840, 1890, 1820, 4370, 1530, 1030, 2000, 1730, 3620, 2040, 2640, 1600, 1480, 700, 700, 3520, 1650, 1360, 1350, 1970, 1470, 1610, 810, 2820, 1900, 1830, 1730, 2110, 3060, 2620, 1088, 1400, 1540, 1540, 2310, 1730, 2070, 900, 860, 2980, 2980, 2740, 1790, 1750, 3610, 1430, 1570, 2280, 940, 2920, 2260, 2000, 1440, 2310, 2300, 1490, 1830, 4440, 4970, 1000, 4940, 1980, 1560, 870, 840, 1250, 3120, 750, 710, 2290, 3750, 980, 1590, 940, 1750, 1460, 1540, 2560, 1660, 1880, 3500, 1840, 1060, 1790, 810, 2600, 3230, 2240, 3400, 3140, 2780, 2320, 1370, 2230, 1610, 3410, 2810, 1850, 1790, 1150, 2420, 1580, 1760, 1760, 2750, 920, 960, 1120, 1560, 1380, 1940, 1810, 1100, 1980, 1340, 1680, 2060, 2620, 1610, 1490, 1900, 3440, 1840, 2330, 2250, 2000, 3010, 1680, 1530, 970, 1550, 1660, 3680, 3210, 1480, 3600, 1700, 1680, 1550, 3780, 2360, 1810, 2290, 3370, 2090, 2130, 2060, 1560, 730, 2910, 2490, 1710, 1520, 2930, 3160, 2910, 1700, 810, 2000, 1894, 2080, 1730, 720, 3560, 1210, 2130, 1570, 3950, 3450, 7220, 1150, 1500, 1300, 1290, 2510, 2320, 5480, 2030, 2060, 2920, 3330, 2110, 1175, 1590, 1070, 2720, 2980, 1160, 3580, 3020, 2380, 2270, 1660, 830, 2480, 1900, 1670, 2000, 2320, 1860, 2110, 1400, 1400, 2850, 1370, 2170, 2570, 1970, 2980, 2300, 1990, 2390, 2160, 3300, 1840, 2030, 1400, 2320, 1410, 1860, 1820, 1910, 1540, 1430, 1010, 940, 2600, 2060, 1920, 2900, 1020, 2150, 1660, 1230, 2170, 1280, 2240, 1780, 1840, 1740, 3040, 2370, 2100, 1470, 1300, 3420, 1190, 2080, 2180, 1460, 1530, 4740, 1980, 1710, 1160, 2200, 1170, 1120, 1710, 1650, 2840, 3310, 1860, 2250, 2890, 2120, 2130, 1170, 2120, 1280, 3170, 2260, 2930, 1060, 1740, 2990, 3530, 2960, 1650, 2720, 1516, 4386, 2580, 960, 1460, 3840, 2090, 2470, 2090, 2070, 1650, 1880, 2060, 1410, 2770, 1390, 5440, 1280, 1720, 1720, 3040, 3780, 2670, 1350, 3490, 870, 2410, 1640, 1540, 2370, 1830, 2330, 2240, 1700, 1750, 1100, 2320, 2540, 3090, 770, 2370, 1200, 2200, 2660, 1600, 1330, 3440, 2510, 2150, 1180, 680, 2840, 1820, 1070, 1250, 2190, 3000, 2270, 4500, 3400, 2830, 960, 1530, 2500, 1560, 2070, 2710, 3150, 1880, 1250, 2290, 1990, 2100, 940, 1640, 1860, 2100, 1500, 1680, 3900, 1400, 2600, 1440, 1870, 2960, 2440, 1122, 1060, 2150, 3100, 880, 2490, 1080, 2530, 1200, 2850, 2950, 1160, 3420, 2240, 1450, 1820, 4700, 2430, 1960, 1440, 2730, 910, 910, 2430, 3350, 2320, 1260, 1980, 1580, 2710, 1400, 2410, 1790, 1640, 1670, 970, 1610, 2060, 3570, 1400, 3470, 1210, 3930, 990, 2200, 1510, 1620, 1580, 1260, 2190, 1230, 2030, 780, 1110, 2790, 1660, 3410, 2390, 1850, 2500, 1000, 2450, 1440, 1660, 2510, 3090, 860, 1220, 1010, 2390, 3340, 3620, 4200, 3831, 1980, 1790, 1580, 2460, 2110, 1470, 3510, 520, 1950, 770, 2250, 4040, 2360, 2330, 1720, 1900, 1040, 2070, 2070, 1550, 2020, 3320, 4130, 2030, 1770, 3330, 2260, 1950, 2930, 1960, 2980, 780, 1650, 4030, 1010, 1190, 1050, 1560, 1490, 770, 620, 1200, 2120, 2330, 2000, 2820, 2040, 1700, 820, 1315, 1390, 1890, 1460, 1480, 1840, 1880, 1910, 2220, 1410, 3380, 1950, 2400, 1560, 1040, 3090, 1850, 1200, 2190, 1380, 3710, 2320, 1110, 1830, 2460, 1270, 1700, 1130, 1640, 1040, 2320, 1200, 1720, 2330, 4410, 1650, 1370, 1770, 1410, 1710, 790, 2770, 1260, 2300, 1070, 3850, 2320, 2870, 1830, 1990, 1110, 1830, 3600, 3210, 1490, 990, 1646, 720, 2310, 2670, 3060, 1380, 700, 1710, 1450, 2060, 2380, 2760, 940, 1760, 1360, 2010, 2160, 930, 1020, 1360, 1720, 1790, 1150, 2710, 2400, 1660, 1660, 2290, 2870, 4240, 1800, 2960, 1980, 1730, 3020, 4470, 2830, 2120, 2150, 3510, 970, 1360, 1470, 3040, 860, 820, 1900, 1330, 1240, 1330, 1880, 1890, 2250, 4650, 1830, 720, 1960, 1220, 1800, 1340, 1740, 1680, 3220, 1610, 3160, 2520, 2120, 2090, 1330, 2420, 1510, 2120, 1850, 2300, 2600, 5180, 1810, 2190, 2500, 1890, 2040, 1310, 4010, 1780, 1980, 3690, 1540, 1130, 2480, 2580, 2010, 2320, 1180, 3180, 2970, 3050, 1630, 1620, 2170, 2150, 1770, 2110, 1590, 1370, 1390, 1640, 2670, 5400, 1690, 2600, 1400, 2140, 1640, 1720, 3060, 1150, 2000, 4810, 1560, 2070, 1920, 1000, 1690, 3090, 1790, 4750, 2090, 680, 2100, 2840, 1470, 4490, 1150, 1460, 3150, 1090, 2670, 2110, 1770, 1510, 530, 2420, 2490, 990, 1730, 1440, 3260, 1950, 2740, 2940, 1200, 2070, 1570, 1050, 1830, 970, 2200, 1930, 7050, 1790, 1560, 2780, 1720, 1640, 1730, 740, 2280, 2090, 2550, 3350, 2770, 2860, 1990, 1740, 1460, 3670, 3270, 1210, 1770, 1980, 2650, 3040, 3640, 1810, 1380, 1810, 2250, 3860, 2380, 1370, 1830, 1440, 2510, 3230, 1670, 780, 1720, 2260, 1480, 2550, 3920, 2286, 1500, 1740, 2880, 2600, 3320, 1660, 1990, 1680, 1570, 1150, 1270, 1890, 1350, 1650, 1450, 1640, 2030, 2420, 2770, 1980, 1460, 1610, 1010, 2760, 1060, 1510, 880, 2150, 1660, 2160, 1370, 1460, 1450, 1560, 2480, 740, 2927, 2260, 1240, 2040, 1270, 4370, 1700, 1300, 1820, 880, 1870, 1350, 4870, 2460, 1720, 2730, 1100, 1810, 930, 1590, 2710, 1460, 3400, 2920, 910, 1320, 2490, 2220, 1130, 2750, 2240, 2680, 1270, 1520, 2480, 960, 1340, 1090, 2240, 3740, 1800, 780, 1330, 1900, 1570, 3100, 2740, 1570, 1330, 1140, 1550, 1290, 1510, 2720, 840, 1850, 2290, 3200, 1800, 860, 1980, 2140, 2410, 1650, 1650, 2410, 1520, 2050, 1720, 2390, 1680, 1060, 1860, 1750, 1480, 1900, 6210, 1440, 1910, 2010, 960, 1240, 870, 1400, 1850, 4270, 2260, 2690, 2780, 1140, 2900, 2830, 2560, 1240, 2100, 3120, 970, 2300, 950, 2110, 2990, 2940, 1860, 1820, 1950, 1890, 2710, 2150, 3720, 2580, 1540, 1050, 1210, 2040, 980, 1990, 2420, 1240, 1530, 2080, 3570, 4230, 2700, 2200, 1210, 2140, 2740, 1370, 2800, 1060, 790, 790, 2820, 1850, 1110, 3230, 1460, 12050, 3480, 3560, 840, 1820, 1630, 1920, 1750, 2750, 620, 1720, 1800, 1300, 1970, 1740, 1930, 1190, 4250, 4360, 3420, 4260, 920, 1040, 1260, 2460, 830, 2060, 2210, 5480, 1860, 1350, 2790, 1570, 2030, 2570, 1210, 1530, 1510, 1720, 2190, 3030, 1410, 1679, 1980, 1900, 1720, 2480, 1210, 1540, 2740, 1811, 2720, 1520, 2160, 1390, 1740, 2849, 1440, 3000, 3330, 1720, 3920, 1500, 2050, 1180, 1600, 1260, 1290, 2680, 2370, 2310, 1450, 2680, 1030, 1320, 670, 2670, 2440, 3370, 940, 1100, 2520, 1400, 1880, 2800, 2500, 810, 1720, 2170, 4530, 1440, 2850, 2620, 1676, 5850, 1910, 1670, 2050, 3730, 1800, 2230, 1670, 1400, 2110, 2160, 2420, 3320, 3220, 1340, 2490, 1640, 1420, 3340, 1580, 2170, 1370, 2840, 1940, 1757, 980, 2470, 1610, 1590, 780, 720, 1630, 1590, 2310, 2320, 1660, 2070, 2500, 940, 1990, 2620, 3730, 1600, 2095, 4230, 3200, 2050, 2020, 3270, 1320, 1270, 1980, 2620, 1750, 1040, 1900, 1660, 1530, 4280, 2870, 2540, 2100, 1740, 2441, 1810, 2060, 3160, 2930, 1310, 4800, 1450, 1900, 1050, 1610, 720, 1020, 1250, 3200, 990, 2850, 4240, 2800, 2310, 1490, 1840, 1740, 3280, 4050, 2160, 2720, 3650, 1750, 2450, 1940, 3280, 2480, 2120, 1710, 1690, 2190, 1960, 1510, 1490, 2210, 2340, 940, 1470, 1650, 1400, 2710, 2150, 1900, 4380, 2290, 1690, 3090, 1120, 2680, 2400, 1610, 3470, 2070, 2420, 2380, 2120, 2190, 2740, 1830, 1370, 1000, 2050, 1750, 1620, 1710, 1060, 2170, 3080, 1320, 1920, 2440, 1640, 2420, 1190, 2910, 1010, 2080, 1990, 3920, 3080, 2670, 4320, 1200, 1640, 870, 2410, 2640, 990, 1500, 1790, 1490, 3960, 1620, 2270, 1150, 2180, 910, 2770, 940, 2410, 1010, 2120, 1530, 1810, 1040, 1160, 1430, 2280, 1200, 2480, 1270, 2730, 1340, 1240, 2400, 1220, 2163, 1860, 810, 1950, 1390, 2120, 1510, 1010, 1840, 1650, 2860, 2650, 1100, 1646, 5250, 1390, 780, 1490, 970, 3730, 1090, 1940, 1780, 1190, 2000, 1390, 1500, 1070, 1720, 3680, 1400, 1730, 2795, 2000, 1830, 3380, 1500, 1950, 2490, 1780, 1110, 2500, 1480, 2570, 810, 2700, 2180, 4330, 4210, 2880, 2610, 2010, 1500, 1290, 1320, 1290, 2440, 1290, 1030, 1640, 1160, 2230, 1910, 1980, 1470, 1520, 1930, 1330, 1580, 1370, 3010, 1390, 1330, 1320, 2430, 1260, 1690, 3420, 2790, 1270, 2910, 1560, 770, 1770, 1100, 2890, 2110, 1220, 950, 1420, 1100, 2140, 1300, 1790, 1470, 2500, 980, 2130, 1360, 1630, 2500, 2260, 2300, 1060, 940, 780, 1200, 2590, 1100, 2890, 1230, 1030, 1140, 3200, 950, 1960, 3010, 1080, 2730, 2570, 3300, 4350, 3820, 2260, 3880, 2010, 950, 1730, 3070, 1500, 2160, 1960, 3950, 1100, 1400, 1020, 1600, 4230, 3090, 2320, 2440, 2020, 3270, 2260, 2020, 1000, 2030, 1730, 2010, 1540, 5330, 960, 1460, 2160, 2640, 2170, 1530, 1570, 1490, 1960, 2190, 1690, 2330, 1470, 2550, 2130, 3650, 3340, 800, 3470, 1030, 1630, 2010, 1360, 2040, 2830, 2040, 1340, 2130, 3920, 2415, 3750, 1010, 990, 1200, 1060, 3200, 1810, 1670, 1850, 1100, 1660, 2400, 2900, 2140, 2670, 1090, 1970, 1250, 4040, 3220, 1310, 2060, 1750, 1150, 2050, 3230, 4170, 1940, 2390, 1440, 2230, 1210, 750, 1770, 1020, 2050, 2000, 2180, 920, 3440, 1610, 1870, 1110, 2200, 790, 1630, 2100, 2690, 600, 810, 1660, 1880, 2310, 2650, 3130, 860, 990, 4030, 1780, 1480, 1140, 1230, 3080, 1990, 700, 1700, 860, 3160, 2500, 3000, 1670, 690, 1240, 900, 2200, 960, 2130, 2020, 1060, 1230, 2510, 2510, 2720, 1070, 3580, 2230, 2500, 1670, 2150, 2020, 2230, 740, 2020, 1730, 1370, 1210, 2160, 1550, 1170, 2020, 1740, 3100, 1590, 2400, 2290, 1610, 2240, 850, 920, 2590, 1340, 2420, 1420, 1360, 1510, 2650, 2120, 1200, 3190, 1050, 1300, 3970, 2990, 2440, 1170, 2270, 1280, 1950, 1930, 1970, 1820, 950, 4010, 4560, 4560, 1150, 1150, 910, 2890, 1070, 2050, 1040, 3320, 740, 3380, 1210, 2480, 2010, 3230, 1170, 1250, 2070, 1050, 1400, 1120, 3150, 4540, 1400, 2500, 1390, 3160, 1310, 1740, 1490, 1300, 1460, 1030, 1970, 790, 3800, 2168, 4140, 2440, 1720, 3020, 2610, 1500, 2600, 1370, 2400, 1068, 2220, 880, 1310, 1350, 1400, 1170, 1020, 1300, 2010, 1590, 1470, 1580, 1970, 2330, 7100, 1230, 2570, 3440, 3330, 1780, 2110, 2770, 1590, 1460, 2070, 2420, 2000, 1010, 3050, 1160, 2180, 1560, 1580, 1660, 2350, 1440, 2930, 1590, 1400, 3190, 4580, 1830, 2720, 1360, 1520, 2290, 2150, 1170, 1830, 2730, 1090, 2560, 1160, 1010, 1650, 2120, 960, 1509, 2270, 1954, 2800, 1270, 1810, 2410, 1690, 1190, 1280, 1460, 1600, 1770, 2800, 2680, 1680, 1120, 1040, 1790, 2410, 3370, 800, 1380, 990, 1800, 1820, 2620, 2290, 2200, 2940, 1700, 860, 910, 2820, 930, 2190, 3430, 2560, 770, 5230, 2440, 1650, 780, 1260, 2320, 1560, 2330, 1400, 1450, 1140, 1120, 1970, 1110, 3070, 1940, 3050, 1240, 3380, 3190, 1670, 1660, 2070, 2070, 1430, 2270, 1980, 2500, 1230, 1390, 2120, 1540, 2000, 2400, 2110, 2550, 1440, 810, 1170, 3590, 2090, 3820, 1460, 2360, 1100, 2100, 1310, 750, 1720, 3370, 1200, 1830, 3870, 2220, 2920, 2540, 1970, 2170, 2350, 2630, 4120, 2440, 3480, 1900, 3160, 1330, 1420, 2570, 1270, 2470, 2590, 3030, 1240, 1040, 2320, 1190, 2030, 1390, 2050, 3050, 1240, 3030, 1930, 1490, 1510, 1320, 2330, 2240, 2050, 1680, 2200, 670, 1730, 2710, 3410, 1330, 1990, 1900, 1310, 1690, 1040, 1340, 1120, 9640, 2310, 2190, 1220, 1200, 3840, 2460, 1630, 970, 1780, 1760, 770, 1760, 990, 1250, 1440, 1960, 2510, 2920, 1730, 1570, 970, 2800, 1580, 1220, 1550, 1220, 1651, 3150, 800, 3190, 1720, 1100, 1010, 1010, 1760, 1400, 1820, 1470, 770, 1340, 480, 1260, 870, 4010, 2340, 1770, 2660, 3600, 1230, 3270, 3100, 1900, 1750, 3380, 2090, 4120, 1260, 1800, 1960, 4460, 1330, 1820, 3360, 2860, 1460, 1900, 1790, 3100, 900, 1530, 2070, 1340, 1220, 2370, 1890, 1480, 1050, 2070, 1170, 1090, 1650, 4410, 1780, 1550, 2290, 2220, 1150, 2000, 1270, 1810, 1450, 1170, 1730, 2680, 1260, 1020, 1970, 830, 5030, 800, 1330, 1030, 5660, 2330, 1540, 2040, 1540, 1920, 1870, 2960, 1690, 1610, 670, 1752, 1540, 3160, 2570, 1370, 860, 1680, 930, 1820, 2120, 3330, 2520, 1560, 2250, 640, 3880, 3360, 2350, 2340, 1430, 1920, 4330, 790, 2350, 1350, 1470, 1680, 1890, 2030, 1760, 1950, 1440, 2230, 1180, 2500, 2680, 2040, 2660, 2580, 1000, 1330, 1420, 1280, 2200, 1800, 1200, 1840, 960, 2890, 1290, 1140, 1750, 2580, 2650, 1470, 1640, 620, 1440, 1160, 1070, 3560, 1720, 1530, 1270, 1510, 880, 2020, 1410, 860, 860, 1210, 2090, 1430, 2120, 2540, 2490, 670, 1320, 950, 1870, 1840, 1410, 1050, 1400, 1630, 1900, 1890, 2980, 2885, 1980, 3020, 2980, 3290, 1580, 2090, 1100, 1870, 2390, 1320, 3430, 2250, 1710, 2160, 1400, 1560, 2300, 820, 1630, 2010, 1540, 2420, 1690, 1410, 1640, 2200, 1290, 1060, 1240, 1280, 2330, 2360, 2210, 3670, 3080, 770, 2600, 1220, 2910, 1150, 1700, 1220, 1670, 2420, 2610, 960, 960, 1010, 1550, 5067, 2350, 1310, 2160, 2510, 890, 1129, 1980, 2360, 2480, 2160, 1740, 2430, 1950, 910, 2360, 1130, 2150, 5270, 1300, 1050, 1380, 1610, 3150, 1520, 1990, 2500, 1890, 1840, 1220, 1370, 2710, 1760, 800, 3530, 1780, 2610, 1850, 1560, 1270, 1420, 2880, 1420, 1640, 1730, 1250, 1520, 1820, 2700, 1820, 2770, 1270, 1400, 1820, 1870, 1360, 1040, 2140, 1330, 1070, 1370, 3510, 1730, 1550, 3280, 2150, 1580, 1460, 1410, 3090, 1690, 2870, 1100, 2310, 3490, 2080, 2230, 1710, 1640, 1600, 2850, 2600, 1380, 1320, 1420, 2420, 2600, 840, 1420, 1790, 1790, 1340, 1010, 1640, 2980, 1370, 2190, 1530, 1290, 5150, 2470, 1810, 2230, 2300, 2030, 2000, 3610, 3290, 1300, 1880, 2170, 1680, 1190, 940, 1010, 1290, 1480, 900, 1400, 2040, 1450, 1210, 1800, 1490, 1240, 2632, 2150, 1710, 1530, 1630, 4080, 2340, 1000, 2290, 3180, 2170, 3020, 1330, 1720, 2540, 1810, 1410, 1530, 4380, 1140, 2110, 1050, 1600, 1430, 1996, 1530, 1000, 2530, 970, 2400, 1830, 2130, 3330, 560, 1210, 2380, 1370, 1370, 1740, 790, 2480, 1920, 2750, 880, 2160, 2570, 2130, 3150, 1780, 1910, 1170, 900, 2650, 1170, 2630, 2150, 1430, 960, 2640, 1490, 1210, 1860, 1980, 900, 900, 1490, 2980, 2660, 2790, 2800, 1590, 3240, 2130, 1510, 1750, 4010, 1650, 4050, 1320, 2310, 1440, 2330, 2430, 1390, 1150, 2120, 2300, 3320, 2400, 3580, 2100, 1550, 1570, 1480, 2720, 2270, 2410, 2730, 1540, 3120, 1480, 860, 2180, 1300, 3420, 2130, 2300, 2560, 1040, 3080, 2670, 3270, 2610, 2460, 1930, 1220, 2030, 2420, 1870, 3020, 2880, 1810, 2590, 3830, 3250, 2760, 1220, 1280, 770, 1520, 2080, 570, 1500, 2510, 1980, 2500, 2720, 910, 1480, 2470, 1650, 1700, 1995, 1280, 2980, 1730, 2420, 2800, 1400, 2070, 750, 1460, 2140, 740, 410, 1570, 2860, 1400, 2700, 4460, 2670, 1520, 1520, 1660, 860, 2340, 2110, 1010, 2330, 6430, 1610, 1460, 2900, 1260, 1210, 3420, 2120, 2460, 3790, 2350, 620, 1920, 1050, 1360, 1180, 1560, 3300, 1100, 1770, 1200, 1330, 1570, 1610, 1100, 1810, 2930, 1780, 3050, 1540, 1380, 1890, 1570, 2540, 1520, 2780, 1730, 2340, 1300, 1420, 1470, 2850, 2360, 1610, 2420, 1470, 1410, 1840, 2450, 1500, 2080, 2770, 2370, 3000, 4430, 1550, 2290, 2560, 1240, 2590, 1370, 1360, 2060, 1120, 1630, 1590, 2480, 2700, 1930, 2490, 1000, 2130, 1060, 1730, 2810, 880, 1040, 1830, 1800, 2460, 1670, 2660, 2850, 820, 2350, 1480, 2930, 1250, 2760, 2380, 1730, 1670, 2150, 930, 620, 1960, 2550, 1990, 3550, 860, 2031, 1590, 3010, 2610, 1440, 1920, 1670, 1390, 2140, 1250, 1080, 2760, 2180, 1260, 1610, 2450, 4150, 960, 1340, 3000, 3080, 1130, 2280, 1952, 1280, 3690, 4610, 2920, 1230, 1580, 1220, 1020, 1510, 1830, 2750, 1860, 2720, 1360, 2340, 2600, 2090, 2260, 1390, 2300, 2810, 4060, 2790, 1290, 720, 2130, 1750, 960, 1570, 3070, 2920, 1870, 1540, 1440, 2810, 2450, 1330, 3130, 730, 2480, 1270, 2230, 2880, 2434, 1120, 4080, 3720, 1430, 1560, 1700, 2510, 2600, 790, 1710, 2660, 1470, 2350, 2440, 1150, 1510, 870, 1280, 2600, 2030, 1930, 3210, 1970, 4060, 3316, 1460, 2100, 1830, 1530, 1490, 860, 2130, 3580, 2420, 1900, 1330, 2150, 1370, 2430, 1640, 1010, 1500, 1740, 2090, 1850, 2790, 1480, 2280, 3180, 2350, 3910, 770, 1780, 2300, 2510, 1410, 4250, 2560, 1760, 2100, 1490, 870, 1260, 2630, 1950, 2200, 1600, 1230, 1030, 1040, 2240, 1600, 2190, 1899, 1870, 1730, 1860, 1940, 670, 1820, 3810, 2060, 1520, 3450, 830, 1880, 2200, 1800, 1200, 2220, 1380, 1660, 2320, 2800, 1210, 2331, 1820, 2860, 2750, 2750, 2280, 1610, 3760, 2940, 4460, 1110, 2560, 1060, 2810, 1380, 1380, 2560, 1010, 1790, 1600, 910, 2497, 1800, 2570, 1320, 1670, 2800, 3360, 2590, 1530, 1330, 2160, 1830, 1470, 1150, 1790, 1700, 1630, 3420, 1650, 2810, 2710, 3320, 720, 930, 1490, 1690, 1720, 1140, 2280, 1100, 1800, 2500, 2950, 1940, 1280, 3800, 930, 1930, 2980, 2800, 3190, 1710, 1980, 1910, 3160, 1590, 1890, 2500, 1740, 1080, 1730, 2480, 1450, 2750, 2820, 1830, 1550, 1640, 1720, 2880, 1220, 1560, 1090, 1140, 1040, 2580, 2310, 1590, 1270, 1240, 2210, 2340, 1420, 1430, 2470, 2390, 1120, 2700, 3490, 1640, 1620, 1670, 1870, 1300, 2190, 1320, 1250, 2040, 2140, 2510, 2200, 2170, 2980, 1180, 1540, 1540, 3110, 1370, 2440, 1760, 2810, 2500, 3220, 2880, 2700, 2680, 1780, 2240, 1610, 1440, 1550, 1720, 1740, 3280, 2216, 1100, 1180, 2020, 1150, 2090, 1300, 2240, 3540, 2840, 2080, 1550, 1900, 2760, 1410, 1240, 4420, 3390, 1400, 2110, 1310, 1270, 2060, 2530, 1900, 2910, 1900, 2880, 2820, 1620, 3320, 3770, 1200, 2130, 1950, 1920, 2510, 1990, 1230, 3190, 5720, 2280, 1550, 1690, 1651, 2260, 1510, 1490, 2220, 2800, 2210, 2150, 1400, 2450, 980, 2800, 1240, 1610, 1510, 1670, 2320, 1900, 2390, 2110, 1470, 2670, 2540, 3450, 1700, 1810, 1550, 4110, 2080, 1100, 3950, 1250, 2620, 2290, 3500, 3500, 1690, 4500, 1120, 1740, 1010, 1010, 1200, 1020, 1850, 1830, 2070, 1160, 3280, 2340, 3690, 720, 2660, 4300, 1590, 2590, 1720, 1790, 1590, 1580, 2580, 1740, 3470, 1180, 1700, 1190, 2450, 2630, 2130, 1060, 1480, 1610, 2440, 3100, 2890, 3240, 2900, 2650, 2560, 1150, 1760, 3220, 3200, 1250, 1000, 740, 2170, 2370, 2300, 1400, 3080, 2350, 2660, 1250, 1100, 3330, 3640, 1350, 1310, 1800, 1260, 2990, 1140, 2100, 2400, 1400, 2990, 1930, 980, 690, 1430, 1110, 1250, 3470, 1500, 2530, 2150, 1260, 2740, 960, 1520, 1570, 3240, 1280, 2130, 1970, 2990, 1160, 1890, 2170, 1570, 3260, 1250, 1940, 2150, 3310, 3400, 2660, 950, 1480, 2840, 3240, 1961, 1100, 1500, 1480, 2510, 1490, 2190, 2530, 2440, 1040, 2450, 2210, 1050, 1050, 2730, 1620, 2410, 3420, 920, 2330, 1940, 1900, 3510, 1860, 1380, 2210, 2640, 4530, 1500, 2010, 2080, 5584, 9890, 2080, 3970, 770, 2500, 2410, 1340, 2640, 2740, 1580, 2180, 1960, 1560, 2440, 990, 2210, 3080, 2900, 1020, 1900, 5770, 990, 990, 2080, 2080, 1480, 1480, 1090, 2800, 1000, 1640, 1620, 2460, 1860, 1080, 1980, 1510, 1690, 1010, 2090, 1060, 1750, 890, 3020, 2030, 3170, 2470, 2060, 2120, 2180, 2300, 4200, 1480, 2240, 2740, 1830, 2000, 1380, 1620, 3180, 1140, 970, 1780, 2240, 2810, 920, 1830, 1560, 5540, 2310, 1470, 3430, 2900, 1850, 2190, 2510, 3200, 1670, 1010, 5050, 1430, 1880, 2180, 1830, 970, 1170, 1010, 2140, 2230, 1140, 860, 2540, 2420, 1640, 2550, 2507, 1920, 2210, 3530, 1100, 3390, 1590, 820, 2370, 1600, 1740, 1470, 1410, 1620, 2360, 1830, 2130, 990, 1010, 1720, 1630, 1310, 1610, 1850, 1270, 1420, 5220, 1410, 1170, 1860, 1620, 1280, 2750, 1420, 2000, 1100, 1720, 1240, 2170, 1800, 1160, 3030, 890, 2150, 2150, 2060, 1380, 1800, 1460, 2210, 3590, 1140, 1240, 4340, 1570, 1680, 1560, 1200, 1690, 2310, 2650, 3610, 2620, 1760, 940, 4830, 3350, 1570, 2240, 1950, 1010, 1630, 1420, 3950, 1210, 1890, 1690, 2560, 1350, 3120, 1140, 2230, 1050, 4180, 1200, 3320, 1590, 2750, 1530, 1570, 1470, 1470, 3150, 2380, 2000, 1140, 1340, 1450, 2020, 1810, 3600, 1260, 1560, 4020, 3150, 1680, 1320, 2700, 1080, 3130, 4850, 1220, 1780, 1250, 1780, 1930, 2470, 1180, 2270, 1770, 2250, 1540, 820, 1580, 2430, 2160, 1770, 3580, 1890, 1910, 910, 1460, 3310, 1630, 2130, 1220, 1670, 1300, 3220, 2430, 2240, 2240, 790, 1380, 1680, 2000, 1680, 1960, 2590, 3790, 2370, 1930, 2580, 890, 2160, 1970, 1570, 1480, 1480, 1430, 2720, 2420, 1400, 5844, 1840, 2530, 2810, 1020, 2550, 710, 5530, 2150, 880, 1630, 1380, 2800, 2070, 830, 2770, 2060, 1490, 2120, 2810, 2400, 2460, 2030, 880, 1320, 2160, 4190, 2280, 2590, 2770, 2145, 4480, 1780, 720, 2050, 2040, 920, 680, 1940, 2230, 2910, 5270, 2820, 1790, 2920, 840, 1820, 1550, 1270, 2460, 2110, 920, 1500, 1440, 1610, 1970, 1150, 2110, 3580, 1000, 1680, 3950, 2390, 1820, 1100, 2280, 2530, 1940, 1360, 1660, 800, 2670, 1720, 3550, 1370, 2820, 1620, 1290, 1830, 2040, 1850, 1300, 1620, 1560, 2600, 2010, 780, 1982, 1500, 2460, 2680, 5860, 1720, 1420, 1760, 2790, 2360, 1890, 3810, 1160, 2320, 3280, 980, 1640, 2060, 1500, 2360, 1940, 1280, 3630, 1820, 960, 1630, 1940, 980, 3140, 2880, 1650, 1980, 860, 1430, 1260, 960, 2060, 1430, 1670, 880, 1300, 2380, 520, 2680, 2140, 1820, 1820, 1050, 2100, 2210, 860, 870, 2570, 2980, 2360, 2310, 2300, 2810, 2040, 3290, 2960, 2670, 2530, 1720, 3090, 3930, 1120, 3960, 4060, 2350, 2380, 1480, 2930, 1290, 2730, 1290, 2170, 1850, 2110, 960, 3910, 2590, 3080, 1630, 910, 2780, 3880, 1360, 2560, 2600, 1220, 1560, 2080, 1490, 2020, 1530, 3450, 1400, 1730, 1370, 1050, 2840, 1010, 1210, 1720, 2710, 3110, 1250, 1900, 1740, 2070, 3030, 3610, 1520, 2780, 5545, 2590, 1150, 920, 2110, 1170, 1900, 1900, 3290, 2660, 2160, 2700, 1980, 2600, 1280, 1710, 1270, 1890, 3440, 1190, 1030, 1240, 1730, 4610, 1590, 1760, 1330, 2340, 3740, 1150, 1750, 3890, 1770, 1160, 1440, 2600, 2640, 1010, 1840, 1720, 1280, 1700, 1980, 1160, 1980, 1960, 1270, 2060, 1980, 1450, 1200, 1830, 2090, 1510, 1310, 3790, 2240, 2740, 1660, 2460, 1480, 2640, 1900, 2860, 3440, 1640, 1450, 2300, 1460, 1570, 1540, 3300, 2130, 1010, 2420, 3870, 1960, 1170, 1890, 2250, 750, 1610, 2590, 2520, 1340, 1460, 1380, 1510, 2510, 910, 1970, 1540, 1980, 3150, 4700, 2300, 1880, 2640, 3900, 2670, 1840, 1120, 2970, 1410, 3060, 2490, 840, 840, 1130, 1850, 2330, 1880, 2980, 1440, 1630, 1778, 1930, 1130, 1650, 820, 2900, 2330, 4440, 1660, 3020, 1850, 5960, 960, 1150, 2130, 2460, 2360, 1320, 1910, 1610, 1610, 1160, 2870, 2280, 1370, 1470, 2970, 1460, 1570, 2880, 1900, 2020, 3110, 2390, 2150, 1340, 1990, 1600, 2680, 2080, 1340, 2590, 1240, 1310, 2530, 1780, 1600, 1570, 1570, 1650, 2920, 870, 2830, 980, 990, 2360, 1000, 1660, 1520, 1180, 1770, 980, 1840, 1810, 1780, 2840, 2650, 1270, 1260, 1750, 2680, 3830, 1610, 3840, 2670, 2000, 860, 1420, 2060, 2790, 1410, 2420, 1460, 2460, 1000, 4420, 1240, 1740, 1280, 2520, 1500, 2490, 1530, 1740, 3550, 1280, 2320, 1140, 3930, 2370, 2340, 1240, 2740, 1940, 2950, 1980, 2850, 1160, 2130, 2420, 2820, 3710, 1770, 1260, 2330, 2490, 4090, 2800, 2440, 2540, 1600, 2680, 1220, 1550, 2080, 5000, 630, 1070, 1900, 2960, 1490, 1500, 2410, 2000, 1140, 1120, 2900, 3220, 2500, 1610, 2250, 1240, 1660, 2080, 1880, 1050, 1480, 2420, 2190, 2660, 2430, 770, 3060, 2920, 1370, 1870, 1800, 2100, 2530, 3290, 1890, 1680, 2170, 1200, 2990, 3770, 1020, 1700, 1550, 1680, 1680, 1910, 3160, 2020, 3210, 2350, 1910, 840, 2620, 1220, 1060, 2200, 2120, 1250, 1440, 1890, 1140, 2840, 1880, 750, 1630, 1720, 1600, 1230, 1610, 1320, 2180, 2190, 1490, 1463, 1800, 2880, 1250, 1670, 2000, 2280, 2110, 2520, 1590, 2100, 2090, 3390, 790, 1970, 2870, 1110, 1940, 720, 710, 1370, 2690, 3360, 1500, 2600, 1160, 1430, 1870, 2560, 1160, 1680, 2010, 2540, 3240, 2670, 1080, 1430, 1290, 1240, 1840, 1120, 2100, 2030, 2030, 890, 1750, 1300, 2650, 1750, 1440, 1700, 3920, 1470, 2520, 2140, 1550, 3180, 6510, 1440, 1150, 2320, 1230, 2060, 2783, 2140, 1420, 2090, 1320, 2300, 3050, 2960, 2520, 1740, 1300, 1170, 1946, 1250, 1230, 2180, 1740, 3830, 2250, 2590, 2090, 2400, 2260, 2910, 3640, 3770, 1600, 2110, 1720, 1100, 2620, 3090, 1890, 1850, 3100, 2506, 1700, 1550, 2200, 1890, 1140, 3740, 1940, 2130, 1470, 1070, 1680, 2730, 1890, 1080, 1440, 2540, 2300, 1690, 1800, 1770, 1190, 1320, 1290, 3000, 1358, 1220, 2720, 1060, 3020, 1640, 3870, 2860, 1740, 1140, 3290, 1210, 3320, 1350, 1990, 2060, 1460, 2250, 950, 3140, 3560, 1410, 2770, 1864, 1930, 3870, 2020, 1300, 3410, 2370, 2770, 1250, 1690, 3040, 2710, 1190, 2300, 1360, 1500, 1610, 1420, 1750, 1510, 2330, 2690, 1700, 1020, 1160, 2450, 2010, 1370, 1370, 1990, 2790, 780, 2240, 2210, 1390, 1800, 3320, 1960, 850, 2980, 1980, 790, 1800, 2260, 800, 2490, 1610, 1850, 1850, 1920, 1740, 1430, 1420, 1420, 1560, 2030, 3280, 1360, 1180, 1940, 1300, 1650, 1140, 2540, 3440, 1800, 1260, 2370, 1520, 1750, 2680, 1590, 1560, 2000, 2380, 2230, 2820, 1570, 1845, 830, 830, 2030, 1430, 1510, 1510, 1610, 1600, 1420, 1660, 4230, 3310, 2470, 1040, 1850, 4610, 2480, 2130, 2350, 920, 920, 1780, 2690, 3010, 3180, 4120, 1280, 1690, 2320, 3090, 5050, 1640, 2170, 3140, 1090, 1930, 2100, 3110, 930, 2050, 1160, 1820, 2110, 870, 1080, 1260, 900, 750, 1800, 2220, 1390, 2160, 1840, 1690, 2650, 1120, 2500, 2220, 1260, 1480, 930, 2780, 2770, 1530, 2140, 4600, 1760, 1760, 3110, 2260, 1460, 2050, 2340, 1230, 1880, 1280, 3660, 1650, 1960, 1580, 2490, 2000, 1550, 2820, 2600, 2200, 2500, 1270, 2900, 840, 1940, 3490, 1940, 2490, 1390, 3940, 1760, 2560, 2300, 1770, 2310, 2310, 2000, 1540, 2590, 980, 1730, 3070, 2100, 2080, 1890, 2000, 3030, 1110, 1650, 1410, 2140, 1860, 1170, 980, 7400, 1650, 1480, 4060, 1370, 2480, 2030, 2200, 1770, 2550, 1250, 2390, 5730, 1120, 1270, 2390, 1760, 2560, 1820, 1840, 1810, 2470, 2520, 1600, 1280, 1590, 2000, 1780, 1700, 1970, 1940, 3290, 3500, 3260, 4230, 1590, 1010, 1820, 870, 1620, 3980, 1630, 1230, 3510, 2160, 1020, 1590, 3440, 3020, 2280, 2790, 580, 2030, 850, 2480, 1010, 2420, 2180, 1830, 2040, 2640, 1060, 1640, 1190, 2180, 2120, 2210, 2510, 2500, 1560, 2510, 3060, 1310, 4260, 2500, 670, 1840, 1480, 2420, 1820, 1940, 1630, 2520, 2120, 2490, 3410, 2380, 2490, 1240, 1900, 2390, 1810, 4490, 1620, 2640, 2870, 3250, 800, 1360, 1950, 1970, 2020, 2280, 3540, 1560, 750, 2240, 590, 690, 1580, 1040, 1880, 1070, 1860, 1550, 1860, 3090, 1720, 1260, 1120, 1250, 1810, 1890, 2020, 1790, 3190, 3030, 1630, 1180, 1560, 1340, 2590, 1020, 2370, 3170, 1120, 1440, 2170, 3490, 1970, 2780, 2250, 1340, 1400, 1510, 1320, 820, 1080, 840, 2070, 1520, 1210, 3810, 5370, 1540, 2310, 1870, 1840, 2060, 1010, 1020, 2220, 1050, 3030, 1800, 1860, 4070, 860, 3080, 1280, 1540, 1530, 2350, 920, 1840, 1650, 1760, 3290, 1270, 1600, 2670, 1960, 3300, 2000, 2360, 1430, 2330, 2060, 2240, 2330, 2180, 1280, 2140, 2890, 1480, 1680, 2163, 2280, 820, 1330, 2310, 1290, 1630, 1410, 1240, 3100, 2020, 2500, 790, 2040, 1430, 2250, 1070, 1300, 2560, 2190, 940, 1740, 2220, 1310, 2710, 1300, 1940, 1080, 2110, 1590, 910, 1590, 3290, 2010, 2060, 1560, 1120, 3550, 3300, 2000, 2680, 1290, 1290, 1150, 1880, 2400, 1920, 4350, 1910, 2000, 3290, 3480, 2410, 2820, 2710, 2080, 2200, 1180, 2120, 1460, 2110, 1790, 1340, 2460, 3760, 1240, 2750, 2530, 3200, 2020, 3030, 2350, 1690, 1280, 1170, 2700, 1800, 3670, 2350, 3100, 1120, 1900, 1350, 1410, 1560, 1090, 1465, 1790, 1300, 1920, 1420, 3760, 930, 1580, 2170, 2040, 3430, 2160, 2060, 1410, 1850, 1370, 3330, 1970, 1310, 1640, 1600, 1230, 2240, 2190, 990, 1010, 2920, 2310, 3470, 1220, 1550, 2070, 2060, 1690, 2550, 3370, 2230, 2382, 1620, 1140, 2140, 1900, 3370, 2300, 2040, 1840, 2860, 1400, 990, 3120, 1640, 2820, 1970, 2840, 2370, 2610, 1340, 1300, 3340, 2630, 1960, 1090, 1550, 1770, 1390, 2979, 830, 1560, 1360, 1650, 1510, 3010, 1510, 1950, 1800, 2810, 1760, 2040, 1690, 1530, 1810, 1180, 4090, 2250, 1070, 1820, 1080, 2760, 2550, 2080, 1280, 950, 1050, 1800, 3840, 3674, 1710, 910, 1340, 2340, 1510, 2630, 3100, 940, 1370, 2480, 1068, 2390, 2170, 1520, 2210, 3200, 1160, 2670, 2520, 760, 1310, 2750, 1790, 1790, 2400, 2420, 1710, 2000, 1580, 2310, 3580, 4320, 2560, 3220, 1660, 2420, 2870, 830, 1710, 2600, 670, 1500, 1460, 1540, 1250, 2230, 1800, 2400, 2370, 1830, 1480, 2620, 1300, 3120, 2400, 1430, 2480, 2280, 1390, 1030, 1120, 1300, 2410, 1470, 4720, 2910, 5000, 1690, 1000, 2400, 3330, 2060, 3090, 2350, 2180, 1870, 3530, 2460, 1650, 3480, 3176, 2420, 2260, 2380, 3400, 3770, 2672, 1180, 1810, 2610, 1450, 1600, 2650, 2490, 850, 1820, 1960, 2350, 1320, 3720, 2210, 1910, 2840, 1320, 2440, 2420, 1180, 1820, 3760, 1560, 1790, 1430, 1390, 990, 1880, 2520, 2060, 2150, 2500, 2390, 2400, 660, 1580, 3250, 1880, 1190, 1280, 2380, 2040, 1440, 2120, 990, 1710, 1840, 1150, 2250, 2460, 1540, 2210, 1440, 1790, 1120, 1260, 1180, 1730, 2250, 1550, 1070, 1460, 1060, 1840, 2440, 1700, 680, 1700, 2000, 2340, 1120, 1510, 2120, 1500, 1030, 5440, 1150, 2420, 1750, 1750, 2170, 2540, 1690, 1600, 1060, 1990, 2210, 3090, 1050, 2550, 2095, 1520, 2750, 1200, 1830, 1160, 1750, 2400, 4140, 2115, 2580, 1220, 1630, 1350, 1690, 1700, 1890, 850, 2480, 1690, 810, 3980, 2580, 6085, 2140, 1360, 1800, 1920, 860, 2340, 4040, 1160, 1680, 1280, 1800, 4250, 2400, 940, 1110, 2420, 1850, 2020, 2020, 1830, 1920, 1280, 3130, 3920, 3100, 3220, 1670, 2700, 5461, 4400, 2190, 1200, 1470, 1650, 1840, 1210, 1870, 3890, 2660, 1150, 1740, 2580, 1720, 2740, 2610, 1400, 2570, 2830, 2630, 1580, 1540, 2120, 1830, 2260, 2500, 1830, 1190, 2310, 1230, 2940, 1010, 2550, 1480, 1460, 3110, 2140, 3450, 1960, 1890, 2080, 1700, 1140, 3136, 2590, 1480, 1500, 2660, 1350, 860, 1000, 2480, 3860, 2140, 1820, 2220, 2660, 1470, 2350, 2980, 1870, 2430, 2790, 1370, 4470, 2040, 2340, 2520, 1710, 1200, 1330, 1310, 3020, 2260, 790, 970, 2250, 1530, 1780, 2120, 1500, 1500, 2390, 2390, 2920, 850, 930, 3340, 710, 2240, 1060, 2360, 3520, 1730, 1170, 3680, 2900, 1290, 2010, 1490, 1930, 2240, 2320, 2990, 2200, 1500, 3860, 1430, 3750, 3100, 1870, 2040, 3700, 3150, 1990, 1740, 2080, 2060, 1590, 1760, 1620, 1210, 2040, 2270, 6640, 1060, 1940, 3070, 930, 2180, 2130, 800, 2200, 1130, 1970, 1680, 1470, 2390, 2300, 2280, 1330, 2640, 2430, 2470, 1440, 1320, 2810, 1370, 2000, 1980, 2050, 2320, 1960, 1910, 2030, 2210, 2610, 2520, 1840, 1570, 2400, 1930, 1160, 2820, 3060, 1320, 1200, 1560, 3070, 1040, 1990, 1690, 1810, 2520, 1570, 1680, 1250, 1280, 4620, 1580, 1650, 1660, 2410, 1720, 3120, 2680, 2640, 3730, 1700, 2280, 1220, 3500, 2010, 2130, 1800, 1070, 1020, 1600, 1380, 3270, 2100, 2110, 1640, 1320, 2420, 1390, 2320, 2170, 2710, 1450, 1370, 1810, 1420, 2090, 2090, 1330, 1330, 1910, 2310, 2500, 1310, 2040, 2040, 2400, 1400, 1700, 3160, 1340, 1470, 1790, 1560, 2620, 1580, 1090, 3240, 2520, 2230, 2430, 1020, 1810, 3460, 2020, 1410, 750, 5300, 4380, 2290, 720, 1200, 2620, 2120, 1580, 4160, 1830, 2000, 980, 3040, 1740, 1450, 1560, 2050, 1760, 1740, 910, 1700, 2620, 1500, 1630, 1370, 1390, 1540, 1190, 4500, 2370, 1360, 870, 4850, 3110, 3700, 3500, 1670, 1640, 3400, 2060, 1330, 2330, 3040, 3700, 1990, 2020, 2980, 3990, 790, 1060, 2260, 1900, 3361, 3550, 2740, 2040, 4070, 720, 2000, 4400, 1300, 1420, 1540, 1540, 2360, 3720, 1690, 2300, 1650, 990, 2130, 3320, 1960, 770, 2010, 800, 910, 1200, 3570, 1820, 2930, 1480, 3305, 2230, 1560, 1030, 2380, 1010, 2060, 2370, 2242, 1078, 890, 2700, 2450, 1420, 1280, 2910, 2430, 1860, 1800, 1960, 1550, 840, 2080, 2210, 1210, 1350, 1860, 1940, 3400, 2240, 1170, 3130, 1510, 3740, 2690, 1760, 2180, 1560, 1780, 1260, 1570, 740, 2020, 1500, 1670, 3620, 1010, 1460, 1790, 1760, 1790, 1050, 2590, 1040, 4060, 3190, 3190, 2180, 2120, 2110, 1210, 2410, 1980, 2370, 1720, 750, 2510, 2577, 1540, 720, 1810, 1380, 2570, 1690, 1420, 2130, 3000, 2150, 2280, 1560, 1880, 2320, 1010, 1120, 1560, 1860, 1150, 1920, 2490, 1460, 1820, 4290, 2230, 2070, 2480, 4110, 2290, 1220, 2620, 3190, 850, 1740, 2140, 2070, 1680, 1000, 3340, 1260, 2430, 560, 3380, 1100, 1700, 1600, 2605, 1850, 1830, 3050, 1240, 2100, 1250, 1230, 1690, 1520, 1890, 1990, 1480, 1480, 2120, 1480, 1250, 2010, 3150, 3010, 3920, 2880, 2550, 1120, 3140, 4130, 2990, 1120, 1570, 2210, 2390, 1520, 1830, 2640, 1740, 1550, 1040, 1640, 1640, 1260, 1170, 1590, 1750, 1770, 3530, 2160, 2360, 1980, 1620, 2700, 3270, 870, 840, 1340, 1540, 1650, 2630, 1880, 1980, 1500, 1230, 2520, 1970, 1520, 2600, 2290, 1979, 2170, 1820, 1200, 1210, 1970, 1040, 1920, 1020, 1660, 1670, 3810, 2020, 420, 1390, 2010, 1820, 1630, 800, 2270, 2290, 2750, 590, 2570, 2050, 1610, 2140, 1730, 2440, 3220, 4330, 1780, 1230, 2160, 1400, 1900, 2910, 2960, 2010, 3760, 1020, 1290, 890, 1620, 3360, 2930, 2940, 1080, 4560, 1010, 1790, 2060, 1150, 4030, 2020, 2740, 1930, 2500, 2080, 1460, 3290, 1540, 1310, 2120, 2920, 1150, 2380, 2220, 3020, 2460, 1820, 2620, 1750, 2020, 1240, 1380, 1920, 1680, 1400, 1240, 1410, 1440, 1230, 1550, 1760, 5000, 2140, 3510, 2010, 3390, 2160, 1300, 1280, 1840, 3200, 2800, 1390, 2600, 1960, 1250, 1250, 550, 2500, 1250, 3020, 1640, 1870, 1760, 1320, 1430, 1580, 4170, 3090, 1020, 2180, 3350, 2510, 1880, 1810, 4170, 2230, 3650, 2830, 2120, 2090, 2600, 830, 1975, 1900, 2640, 1610, 1770, 1070, 4590, 1540, 1590, 1170, 2880, 2510, 1280, 1570, 740, 1740, 1180, 2960, 1880, 1150, 1320, 1640, 1470, 900, 1510, 1440, 1380, 1150, 3610, 1250, 3510, 2260, 2840, 1430, 1420, 2120, 2080, 1370, 1900, 1660, 1310, 1840, 1040, 2610, 1990, 3080, 1200, 1250, 2640, 1790, 1140, 1790, 1910, 1530, 1050, 1730, 1100, 2100, 2800, 5000, 880, 1470, 3950, 980, 2180, 3040, 4130, 1850, 1600, 2070, 3180, 6900, 2640, 1920, 2030, 1140, 1660, 1390, 2490, 2550, 1270, 2980, 1470, 3550, 780, 1390, 2440, 1260, 1640, 1670, 2380, 1030, 1560, 1640, 2200, 3190, 1200, 2250, 1960, 1250, 2640, 2460, 1700, 840, 1900, 2160, 1610, 1720, 2190, 3020, 1980, 1880, 1610, 3260, 3970, 4570, 2620, 1180, 1365, 720, 1350, 3060, 1850, 1320, 1990, 610, 2500, 1440, 2750, 1790, 1050, 1780, 2200, 1720, 5840, 1520, 1320, 1070, 1990, 4980, 890, 1440, 2440, 1800, 2260, 810, 2240, 4560, 1550, 3180, 2950, 2190, 1570, 3420, 2420, 1570, 3680, 1910, 1780, 2160, 1460, 1370, 1370, 1500, 1210, 2850, 1090, 1450, 1820, 1320, 1670, 1440, 980, 4340, 2860, 1140, 1120, 1460, 2050, 1250, 2520, 2580, 1200, 2140, 3440, 1800, 1790, 1250, 800, 1410, 1330, 2890, 2550, 2880, 660, 1470, 1700, 1040, 880, 2490, 1210, 2080, 1380, 1620, 1680, 1330, 1730, 790, 2240, 1500, 1800, 1980, 1340, 750, 1790, 5490, 1940, 2670, 1220, 1310, 1930, 2100, 1180, 4320, 3140, 2320, 2110, 1790, 1740, 3820, 2050, 1680, 1930, 3760, 2370, 2120, 2370, 2350, 1180, 2270, 1830, 3910, 890, 1820, 2440, 1110, 1870, 1240, 1560, 1910, 2200, 2530, 1130, 820, 960, 1980, 3370, 7420, 1800, 3990, 4070, 1640, 3730, 1220, 3490, 1730, 3430, 2320, 2030, 4850, 1340, 1130, 1180, 910, 1630, 710, 1520, 2820, 1970, 2240, 1860, 1780, 1788, 1880, 2300, 1610, 2270, 1230, 3420, 1670, 1120, 2580, 3847, 3630, 3580, 4050, 3240, 1540, 2550, 2340, 2320, 1640, 910, 2550, 2660, 1480, 2810, 830, 3510, 2480, 3720, 2150, 2370, 4310, 2990, 1350, 2370, 1410, 1170, 1800, 3650, 1490, 3610, 2050, 1092, 2010, 1680, 2510, 2280, 2510, 3190, 4690, 1850, 4160, 2220, 2870, 3950, 1740, 4780, 3160, 1990, 3920, 960, 1540, 1970, 1880, 2000, 1990, 1400, 3190, 1000, 1670, 2100, 1010, 2030, 1090, 2440, 2500, 3420, 2850, 2030, 4590, 2230, 1810, 4000, 1490, 4225, 2120, 1030, 2310, 1830, 2120, 2500, 2470, 940, 3260, 1660, 4370, 2620, 1500, 910, 1430, 900, 1250, 3850, 3450, 3950, 1950, 1700, 2370, 1600, 4060, 1322, 1140, 1280, 3080, 1210, 1950, 1450, 1590, 1240, 1440, 3470, 5100, 2430, 2420, 1510, 1200, 2240, 1870, 1110, 3210, 2090, 1320, 1340, 1020, 1220, 1220, 1390, 2970, 1440, 1550, 1904, 1400, 2140, 1320, 2620, 2300, 2000, 2960, 2700, 1740, 1770, 1290, 1450, 1420, 1330, 1760, 2010, 2560, 1260, 2420, 1010, 1770, 890, 1670, 1360, 2120, 1910, 1480, 1090, 1670, 1670, 3650, 1970, 1320, 1710, 1740, 2200, 2010, 3910, 470, 2330, 1930, 3270, 1650, 2220, 2470, 1300, 2530, 2400, 1500, 1700, 2120, 2240, 1540, 1890, 1260, 1160, 1300, 3220, 2020, 2990, 1420, 1020, 2400, 3640, 1550, 1870, 2340, 3350, 1710, 1180, 1600, 1300, 1040, 1220, 2240, 1420, 1580, 2390, 2260, 1890, 1830, 1000, 2180, 2320, 840, 840, 2350, 2040, 2370, 1590, 1380, 1940, 3320, 1090, 1650, 1110, 2110, 1850, 600, 2760, 2970, 2300, 2030, 2160, 1650, 3140, 2690, 1940, 1220, 1300, 1660, 3390, 2310, 950, 2400, 1780, 1280, 1930, 2560, 920, 1900, 2270, 2080, 1460, 1670, 2810, 2370, 1700, 1630, 2930, 860, 1980, 2080, 1060, 1590, 1980, 1720, 1350, 2080, 2090, 2030, 2680, 1820, 1300, 2210, 1400, 2040, 2420, 1920, 3860, 2760, 3450, 1040, 2220, 2470, 1300, 1960, 2040, 3030, 2260, 2670, 1520, 3610, 1130, 1480, 3540, 2100, 3366, 1810, 1680, 2450, 1150, 1150, 3240, 3480, 2800, 3240, 1480, 1700, 1240, 3720, 1910, 2120, 3020, 2250, 1650, 880, 1860, 3840, 2192, 1590, 3700, 3670, 1630, 4230, 1060, 2700, 2110, 3720, 3440, 2420, 1090, 2910, 1050, 1610, 1760, 1540, 2580, 1370, 1440, 1410, 1980, 2440, 1350, 3130, 880, 1920, 2700, 1670, 3470, 1820, 1310, 1790, 2460, 1060, 1340, 1480, 3500, 2910, 1940, 2280, 1190, 1260, 2270, 1990, 1500, 2060, 1950, 1790, 1520, 3240, 2440, 2220, 2640, 1450, 1550, 6200, 2810, 2080, 1370, 2920, 1000, 1210, 2790, 1660, 1650, 1300, 1090, 2660, 940, 2750, 3850, 860, 2070, 2290, 2340, 2680, 1710, 1800, 1510, 1700, 1350, 2140, 2700, 920, 1500, 1510, 1980, 4500, 3220, 1140, 1490, 4360, 960, 2253, 770, 1310, 980, 1820, 3980, 3010, 1830, 2550, 800, 2890, 1810, 1810, 940, 1810, 2550, 2370, 1370, 1370, 1200, 2100, 2020, 1570, 1140, 1830, 1010, 1770, 2120, 3190, 2780, 3350, 3450, 1060, 1670, 2251, 1770, 1510, 1770, 1260, 1710, 2290, 790, 1820, 3180, 5280, 3240, 2390, 2500, 2290, 7440, 1600, 1120, 1340, 1670, 2830, 2700, 910, 910, 2370, 880, 2050, 1180, 1070, 1380, 2680, 2100, 4133, 920, 920, 1750, 1950, 1660, 2670, 980, 1780, 2370, 1640, 2610, 2030, 2590, 1620, 2040, 810, 1270, 1470, 1720, 1320, 1358, 2070, 2910, 1370, 2340, 2290, 1650, 650, 2300, 620, 620, 1400, 1800, 1300, 2360, 3320, 1480, 2190, 3740, 1360, 1210, 4610, 860, 2250, 2030, 3260, 1840, 1840, 2000, 2810, 1780, 2540, 2340, 1480, 1358, 1750, 1830, 1170, 3170, 1530, 1100, 2030, 1870, 3080, 2480, 910, 810, 3990, 1430, 2190, 2290, 3020, 2260, 2020, 2620, 2830, 1700, 1110, 2150, 2650, 3870, 2530, 1450, 2200, 1890, 1530, 1590, 2690, 990, 1300, 1720, 2080, 1840, 4010, 3560, 1640, 530, 1990, 1690, 2670, 1930, 810, 1550, 2640, 2320, 2170, 2080, 2070, 800, 2040, 2830, 1480, 1810, 1970, 2650, 2820, 1400, 1580, 1800, 3360, 1510, 4285, 1610, 2470, 1200, 1260, 920, 2540, 1870, 3060, 1950, 1730, 2570, 1490, 2040, 2690, 1610, 2520, 1550, 1800, 1170, 900, 2800, 1830, 1380, 1990, 1170, 1400, 2620, 880, 2260, 1300, 1450, 1110, 1890, 1100, 1350, 3020, 730, 1390, 2710, 1530, 2170, 790, 1160, 1080, 2190, 2030, 2480, 2240, 1650, 1700, 2790, 3010, 2550, 2880, 2090, 740, 960, 2100, 2540, 1650, 770, 2280, 1660, 2020, 970, 2480, 1250, 4430, 740, 710, 1970, 820, 1000, 3080, 2410, 2370, 4690, 2280, 1530, 3610, 1740, 3600, 3130, 3940, 2200, 1510, 1560, 1870, 2070, 1660, 2010, 1410, 1820, 2560, 2450, 3110, 2210, 2630, 2350, 4450, 1200, 1210, 1290, 3490, 3360, 2660, 770, 1800, 2900, 1430, 2550, 1310, 1430, 1880, 1600, 1760, 1180, 2330, 1960, 1140, 1400, 2710, 3510, 910, 2090, 1410, 3050, 2010, 2120, 1270, 1670, 1800, 1640, 1740, 1600, 1280, 1480, 1980, 3730, 900, 3480, 2840, 2490, 1490, 1510, 2900, 2240, 2040, 1460, 990, 1970, 2660, 870, 1740, 2290, 2170, 2040, 1770, 2380, 2030, 2270, 1390, 1530, 1430, 2030, 2390, 2540, 1890, 1870, 1780, 1610, 1420, 4440, 1820, 1620, 870, 1830, 2290, 1110, 1440, 3070, 2440, 2410, 2270, 2340, 1800, 2210, 1820, 1190, 1400, 2600, 910, 1760, 860, 2310, 2000, 2460, 1020, 1670, 790, 2010, 2600, 1890, 4600, 2008, 880, 1700, 1730, 3910, 2160, 1200, 3860, 1320, 1280, 1100, 2170, 2720, 2520, 2560, 2650, 2870, 1230, 1450, 3180, 1800, 2020, 620, 2190, 1980, 2970, 2270, 1630, 1520, 2080, 3020, 2180, 1780, 1370, 3050, 1490, 1800, 1760, 1770, 2910, 2880, 2520, 3190, 540, 3170, 1830, 1360, 1870, 1370, 1700, 1960, 4140, 1290, 2460, 1580, 700, 2410, 2180, 1950, 2630, 2050, 790, 1070, 13540, 2320, 2670, 700, 860, 3490, 1160, 3650, 1550, 2620, 720, 1380, 1170, 1170, 1630, 1890, 1010, 2040, 4080, 1270, 790, 2580, 2290, 3490, 1510, 2400, 900, 1270, 1050, 2950, 1850, 1970, 2400, 2360, 1580, 1790, 2840, 1970, 1780, 3920, 1550, 2980, 1270, 3040, 2075, 1110, 800, 680, 1680, 3910, 2780, 2000, 3150, 1120, 1740, 2970, 2970, 1150, 1190, 900, 2950, 1990, 1020, 2070, 1430, 2030, 1620, 4220, 2300, 3830, 2390, 1440, 910, 1550, 2380, 2060, 1880, 3470, 2360, 1970, 1040, 1420, 2290, 1530, 1360, 3680, 920, 1070, 1590, 1600, 1510, 1080, 1330, 850, 1960, 6980, 1530, 1320, 2320, 960, 2040, 1080, 2020, 1780, 1140, 1610, 1440, 4270, 3460, 1890, 2240, 760, 1020, 1330, 2780, 1070, 2660, 710, 3340, 1160, 2840, 2000, 1060, 1730, 2190, 1660, 2210, 870, 3100, 1720, 3120, 1040, 1650, 1010, 4020, 2166, 1880, 2260, 2010, 3330, 1520, 3510, 1580, 1460, 1460, 1650, 2660, 3510, 2120, 1780, 2000, 1300, 2180, 1790, 1910, 1800, 2620, 1440, 2790, 2340, 2070, 2160, 2090, 2040, 1950, 1200, 2240, 1360, 1500, 1300, 1140, 2930, 2140, 1628, 1990, 1950, 1910, 820, 1470, 1470, 1060, 3130, 1260, 2200, 2580, 1350, 1350, 2290, 1220, 2750, 1430, 2220, 1490, 2440, 2070, 1500, 2020, 2190, 780, 1220, 1840, 2390, 3710, 750, 2110, 1020, 3080, 900, 3720, 940, 1040, 1000, 2080, 2500, 1050, 1620, 1610, 2130, 1460, 1600, 1730, 2280, 2430, 1380, 1790, 3370, 2920, 2180, 1480, 2350, 2440, 1350, 1970, 1110, 2950, 2970, 720, 770, 1650, 1620, 1510, 1070, 1010, 3370, 2000, 2060, 1740, 1740, 1880, 960, 3280, 1570, 2990, 1250, 1920, 2470, 960, 940, 1260, 2280, 1740, 2630, 2430, 2260, 1220, 2580, 730, 760, 1740, 3420, 2240, 1920, 2020, 1880, 1010, 3990, 1390, 1230, 2940, 2190, 640, 1670, 1240, 1850, 2020, 1020, 1610, 2730, 2840, 1290, 1670, 3860, 2460, 1660, 3420, 1010, 2240, 2340, 1920, 2460, 1470, 3400, 1910, 1400, 1520, 930, 2340, 2920, 1270, 2450, 1380, 2520, 2290, 1660, 2800, 1690, 1180, 1390, 2320, 2270, 2640, 1680, 990, 2770, 950, 2160, 1650, 1800, 1660, 1870, 3220, 1850, 1580, 4590, 2700, 1020, 2950, 1780, 710, 4300, 2080, 2360, 2210, 4340, 1320, 1980, 3960, 2130, 1720, 1790, 1390, 1900, 1640, 2700, 2200, 1310, 2480, 3010, 2450, 1250, 2610, 2010, 3120, 1370, 2420, 1500, 2630, 950, 2680, 3680, 1270, 2330, 960, 1990, 1450, 2280, 1830, 1650, 2720, 1710, 1420, 1440, 1280, 1320, 2560, 1480, 2960, 1160, 2110, 1650, 1950, 2600, 1270, 1300, 1790, 1930, 1200, 2050, 1710, 2130, 1700, 1390, 1230, 1490, 2440, 970, 1700, 1700, 1720, 1400, 2570, 1200, 4390, 1080, 1860, 2150, 2250, 2050, 1010, 5850, 1900, 1020, 3390, 1990, 3190, 1210, 3740, 2150, 2440, 1230, 2740, 2260, 1000, 2350, 2300, 1440, 2780, 1200, 3040, 2660, 1510, 1780, 2920, 1550, 2710, 1140, 940, 2160, 2470, 2800, 2420, 1460, 1820, 1520, 1320, 1920, 2640, 2650, 3640, 1420, 1540, 1550, 730, 2020, 1200, 1240, 2680, 1640, 1640, 1610, 2290, 2130, 2140, 4020, 2030, 1380, 1780, 1440, 2790, 4190, 3870, 1850, 1550, 1920, 790, 3740, 1340, 1620, 1680, 1610, 4460, 1200, 1250, 3630, 4260, 2180, 1760, 1820, 2120, 2730, 2430, 1170, 2090, 3910, 1140, 1460, 2700, 670, 1880, 1980, 2080, 1380, 1808, 1350, 1760, 1950, 3170, 3000, 1460, 1350, 1470, 3350, 3350, 1360, 1020, 1840, 2030, 1490, 2060, 2240, 1460, 2140, 1420, 1060, 1760, 2320, 1770, 4590, 2040, 1260, 1650, 2380, 2750, 2810, 1340, 2420, 2160, 2450, 1870, 1000, 2240, 2200, 790, 890, 1270, 1850, 1352, 1540, 1640, 1350, 2010, 2080, 1040, 1890, 1810, 1930, 1010, 1740, 2910, 1330, 2210, 2670, 1000, 3150, 1520, 1690, 1070, 910, 2130, 2230, 3560, 2590, 2040, 2100, 1340, 2770, 2400, 1140, 930, 1820, 1390, 1480, 760, 1580, 1870, 1510, 1250, 2140, 1540, 2950, 2020, 2820, 1660, 1830, 720, 2160, 1510, 1870, 2860, 990, 1910, 1350, 2557, 2610, 1720, 1170, 1140, 2350, 1020, 2730, 1830, 1690, 2900, 6380, 1690, 2660, 4550, 1530, 2070, 1880, 2240, 2540, 1370, 770, 7880, 2970, 740, 1360, 1280, 1920, 2020, 3310, 2950, 1320, 3160, 1640, 2440, 3000, 2810, 2390, 2080, 2650, 1060, 1940, 1080, 1700, 4440, 1580, 3630, 1290, 1960, 2090, 1960, 2120, 2290, 1880, 770, 1530, 1450, 1690, 1880, 4160, 2140, 1320, 2000, 1460, 3070, 1660, 1810, 3510, 2180, 3300, 2460, 1880, 2290, 2290, 3860, 2640, 2850, 3020, 1510, 2410, 1470, 2890, 3490, 1270, 1000, 1430, 1060, 1680, 2280, 2450, 3650, 830, 3490, 1050, 1170, 1220, 1310, 3130, 1590, 1720, 2520, 1520, 3260, 3910, 3480, 3040, 2030, 3870, 1870, 2640, 1940, 1710, 1690, 2340, 1700, 1850, 1370, 2900, 2400, 3740, 2170, 970, 2620, 2980, 2340, 1880, 1480, 2240, 2940, 710, 1460, 1530, 2630, 2230, 960, 1180, 1760, 1340, 2800, 4330, 3720, 1670, 1100, 3240, 1680, 1030, 1630, 2610, 1250, 1480, 1390, 1940, 2960, 4320, 1500, 840, 3560, 2390, 1200, 2570, 2180, 3450, 2020, 2480, 1140, 1530, 1700, 2150, 1190, 1730, 1400, 2200, 960, 1770, 2970, 1590, 3350, 3370, 1960, 1360, 2780, 3000, 3600, 990, 2990, 1200, 1530, 1440, 1940, 2140, 2330, 2734, 1950, 1440, 1530, 1910, 1750, 1600, 1750, 940, 880, 1650, 3820, 1900, 3720, 1410, 960, 1930, 3420, 3010, 1780, 2080, 1250, 2257, 1670, 2250, 1650, 2880, 3620, 1950, 2280, 1740, 1220, 2260, 1790, 2440, 1400, 1810, 1400, 1400, 2010, 2520, 3060, 2150, 2880, 1300, 2770, 1780, 3730, 930, 930, 1460, 1310, 2770, 3140, 1770, 1220, 2190, 1800, 3100, 2270, 1300, 1769, 3370, 1630, 2470, 2600, 1800, 2240, 1960, 1710, 2140, 1400, 890, 1820, 1860, 1220, 2300, 1520, 1440, 1170, 1170, 3200, 4470, 2570, 2370, 1800, 2300, 3240, 2280, 1870, 1820, 2390, 2110, 980, 1250, 3680, 2230, 1230, 2093, 1660, 1630, 1677, 2990, 2150, 2890, 3050, 1410, 2280, 1260, 1460, 1600, 2020, 1170, 1170, 1280, 2680, 1770, 4790, 1300, 2610, 4500, 2100, 1340, 970, 2200, 990, 1180, 980, 2370, 1910, 5270, 1430, 2490, 2000, 2600, 2880, 1010, 3290, 1530, 2020, 1340, 2180, 2870, 2070, 930, 2270, 1630, 2770, 4010, 1970, 790, 1740, 1130, 1180, 2350, 2350, 1850, 3220, 2050, 1430, 3210, 3520, 2260, 3290, 1640, 1580, 1940, 1580, 1750, 1810, 1970, 1770, 1800, 1500, 940, 2340, 840, 840, 2940, 3180, 2020, 820, 4060, 2660, 1010, 710, 980, 1100, 2840, 2300, 5370, 2280, 1010, 1420, 2100, 3110, 2160, 820, 4340, 2100, 1250, 3870, 1360, 1400, 1450, 1880, 1380, 2910, 1380, 3100, 1400, 1650, 840, 2550, 2820, 1710, 820, 2620, 2430, 1560, 3060, 1680, 3320, 2390, 1360, 1800, 1160, 4160, 1660, 1410, 2230, 1700, 2070, 2300, 3040, 1220, 960, 1480, 1560, 1100, 900, 2400, 2320, 2570, 1300, 2930, 720, 2350, 2940, 2020, 1430, 950, 1250, 1300, 2520, 1330, 2480, 3020, 1770, 1930, 1650, 2580, 2570, 2880, 2660, 1560, 3080, 2540, 3080, 2190, 2930, 2880, 2160, 2110, 1830, 3180, 1880, 1140, 1798, 1670, 2580, 3720, 2790, 2190, 2280, 1100, 2180, 2770, 1980, 4180, 3030, 1690, 1990, 2250, 2080, 2460, 2588, 2570, 2370, 1070, 1940, 2650, 2290, 2050, 2680, 1520, 2690, 1180, 3030, 1400, 3000, 1200, 1000, 2740, 1990, 2110, 1830, 940, 2980, 2260, 3470, 1510, 2710, 2080, 1860, 2120, 1110, 5190, 1520, 2650, 3350, 1770, 2200, 2000, 1730, 1300, 2950, 1720, 880, 1790, 1380, 1530, 2330, 1540, 3210, 1130, 1460, 1410, 1750, 1370, 1780, 1890, 1630, 2320, 2580, 1470, 2298, 1960, 2950, 670, 3020, 2390, 3090, 1780, 1420, 2420, 1480, 2190, 1820, 1810, 2550, 1360, 2259, 3880, 2730, 2800, 4290, 1770, 1920, 2320, 2961, 1680, 1590, 1420, 1370, 2620, 1810, 4730, 700, 2390, 2070, 1780, 1900, 1040, 2370, 1970, 2120, 1960, 2660, 1180, 2390, 1250, 2600, 940, 3880, 1530, 2430, 1030, 2740, 1180, 3090, 1060, 790, 3070, 2100, 1100, 1070, 2190, 3450, 2070, 1190, 600, 940, 1280, 1370, 2450, 1970, 2910, 760, 1270, 1570, 2310, 1900, 3780, 1060, 1880, 1160, 860, 1590, 1170, 1190, 1300, 1660, 1160, 1950, 2470, 1430, 1970, 1400, 1510, 5350, 920, 7620, 2490, 3030, 1650, 1210, 2990, 1060, 2680, 1790, 2690, 770, 2700, 2620, 930, 1340, 1470, 2330, 1730, 2780, 1200, 4430, 1820, 1300, 680, 780, 2430, 1750, 1610, 2120, 1430, 1360, 2530, 3270, 2620, 1810, 2120, 2190, 980, 2230, 1540, 980, 2120, 2090, 1620, 1650, 3230, 2790, 1600, 1790, 2060, 1370, 6200, 1510, 1280, 2180, 1440, 1580, 1580, 1730, 700, 2030, 2500, 2605, 910, 3560, 1140, 1000, 3010, 2110, 910, 2050, 1090, 2100, 1000, 4410, 1800, 920, 1410, 1860, 2100, 1030, 940, 1340, 850, 2130, 2430, 2290, 1230, 1150, 2120, 980, 2130, 1050, 1820, 2210, 2490, 4140, 1210, 1010, 2050, 2060, 1560, 1780, 1460, 3030, 980, 1450, 3230, 1520, 1410, 1390, 2230, 2110, 2270, 2530, 1900, 2390, 3160, 900, 3610, 2070, 1850, 1440, 2590, 1140, 2760, 1310, 1870, 1900, 2860, 1640, 1140, 2590, 2160, 3260, 1660, 1640, 2620, 950, 900, 1650, 1800, 1480, 1040, 2300, 2480, 1970, 1530, 970, 2920, 970, 680, 2640, 4200, 1980, 2980, 1630, 1780, 1210, 1010, 2570, 2770, 2290, 1780, 2150, 1920, 1220, 2960, 1500, 2830, 1580, 1230, 2910, 2370, 1930, 1780, 2760, 1620, 2160, 2190, 3240, 720, 1410, 2980, 1950, 1100, 1400, 1710, 2000, 2000, 1440, 1520, 1440, 1010, 2440, 2480, 1090, 1480, 2800, 1820, 5840, 2980, 1220, 1830, 2900, 1940, 1750, 1850, 3220, 1080, 3990, 920, 1290, 2090, 1900, 1360, 1000, 2170, 820, 1090, 1830, 3010, 4150, 2930, 1520, 1250, 2760, 1330, 1700, 2050, 3140, 2030, 2100, 1010, 1980, 2100, 840, 1690, 2140, 1810, 2600, 1650, 2460, 4320, 2600, 1930, 2190, 1420, 2090, 2290, 2470, 840, 2100, 1360, 3420, 1930, 2180, 1670, 2720, 3170, 1610, 2370, 2590, 2850, 1660, 5550, 2200, 2020, 1760, 1810, 1310, 3000, 1080, 2170, 740, 5290, 5290, 2370, 1890, 1160, 1550, 3090, 2610, 1230, 1280, 1880, 1220, 1350, 2370, 3040, 2080, 1560, 2980, 870, 1660, 1870, 1410, 2180, 2620, 2450, 3250, 1150, 2780, 1360, 2810, 1780, 1100, 2230, 1710, 2620, 1990, 1450, 1630, 730, 1980, 1730, 1350, 1410, 2360, 1190, 3760, 1220, 2920, 1590, 3510, 1320, 1610, 1410, 2170, 1890, 3260, 2080, 2040, 1250, 850, 850, 1600, 2400, 1870, 1720, 1030, 1190, 910, 1290, 1530, 2330, 2090, 1570, 1560, 1500, 2160, 780, 2340, 3570, 720, 2990, 1860, 1950, 1860, 1550, 1610, 1810, 1730, 1230, 2130, 2190, 4130, 1680, 1480, 1790, 2810, 2360, 1460, 2160, 2610, 2170, 2160, 2020, 2980, 1300, 3090, 2280, 1260, 1530, 1830, 1610, 2170, 5020, 1620, 1080, 1940, 844, 2360, 2010, 800, 970, 3720, 2010, 1430, 2250, 2130, 1620, 3140, 870, 1820, 1510, 1320, 1800, 1120, 2160, 3220, 960, 2640, 2430, 1470, 2040, 1670, 1010, 540, 1240, 1510, 1820, 1000, 2040, 3690, 2310, 1090, 1150, 2100, 2150, 2500, 3530, 1290, 2010, 420, 2180, 1150, 2000, 2780, 1550, 2180, 1570, 2260, 1600, 1630, 890, 1350, 2850, 1350, 3280, 1090, 2990, 1340, 1340, 720, 2330, 1280, 1570, 1510, 2470, 1190, 1981, 1590, 1150, 2160, 1770, 2470, 1710, 1860, 1150, 3850, 3410, 1890, 3200, 2170, 2390, 1410, 740, 2150, 2180, 820, 5480, 1960, 1270, 1710, 1930, 1200, 1680, 1300, 1540, 870, 1890, 2050, 880, 2780, 1160, 2300, 3140, 2300, 2900, 1920, 1150, 3120, 2560, 1410, 970, 3620, 880, 1900, 2540, 1690, 1120, 2130, 3420, 1900, 3730, 1790, 2250, 2880, 1780, 1580, 3260, 3180, 2460, 8670, 1020, 1630, 3290, 1940, 1350, 1110, 2993, 2280, 3800, 850, 1560, 1000, 1400, 1540, 3570, 800, 1160, 1010, 1010, 2390, 1610, 2400, 1800, 2110, 960, 2600, 1340, 1410, 2390, 1180, 1040, 1840, 2630, 2640, 1720, 2320, 1840, 2890, 2200, 1660, 2170, 3310, 1450, 1440, 1760, 3170, 1250, 3280, 2460, 1470, 1780, 1580, 1630, 2240, 2430, 1940, 1970, 2050, 1340, 1880, 860, 2140, 3620, 2370, 1860, 2110, 1990, 1820, 3120, 1190, 1170, 2630, 1450, 2100, 1680, 2000, 1030, 2020, 2220, 1750, 1710, 3560, 2720, 1010, 1830, 4480, 2080, 1470, 1600, 1340, 3680, 1770, 980, 2530, 2390, 3600, 3270, 2300, 1710, 1170, 1990, 1710, 1740, 3320, 1960, 2820, 1590, 2490, 870, 1860, 2930, 1580, 4110, 1410, 2090, 1400, 1690, 3210, 1190, 960, 2380, 1020, 1290, 1830, 4770, 2910, 950, 1160, 4930, 1780, 1410, 2700, 1790, 4040, 1990, 2150, 1850, 1680, 1430, 960, 2700, 1290, 1860, 4320, 2130, 2870, 3740, 2130, 1210, 2800, 3040, 1570, 2090, 1690, 1470, 1460, 3030, 1190, 1840, 3560, 1580, 1230, 1440, 4420, 910, 670, 2650, 2220, 1640, 770, 3960, 1140, 2480, 1580, 1990, 1830, 840, 3320, 2050, 1560, 800, 1190, 1300, 3400, 1170, 2510, 2510, 2390, 2200, 2550, 2560, 3250, 1340, 2840, 2480, 3060, 2910, 1900, 1300, 1480, 1250, 2000, 1330, 1840, 1560, 3150, 1560, 2910, 2940, 950, 1200, 1000, 1490, 600, 2320, 3190, 990, 5470, 2890, 1790, 2350, 3430, 2600, 2130, 1660, 2473, 1430, 1570, 1240, 1720, 1140, 2690, 1520, 2040, 2830, 1340, 2520, 1660, 880, 980, 1360, 3710, 940, 970, 1500, 2780, 3110, 1860, 1010, 2850, 2280, 3080, 2280, 2030, 2570, 3640, 1760, 2760, 2650, 5160, 1480, 860, 2610, 1470, 4570, 3410, 1760, 2040, 3470, 680, 1494, 1250, 3570, 2000, 2030, 1390, 1030, 1280, 2370, 1380, 2320, 2050, 1210, 3270, 2450, 1890, 2007, 1430, 2056, 2210, 2330, 2070, 1480, 1160, 2520, 1770, 3110, 1680, 1320, 1320, 1810, 1140, 4600, 1840, 2000, 1480, 2040, 2060, 3720, 3002, 1060, 1830, 1550, 1690, 2580, 2510, 1290, 1450, 2690, 3340, 2600, 3140, 3800, 2320, 2360, 1100, 1390, 2180, 1730, 2760, 2430, 2010, 1730, 2450, 3300, 720, 1240, 3050, 1590, 2040, 1840, 1960, 4110, 1830, 1330, 2190, 1720, 1710, 2180, 1700, 2960, 1330, 1940, 1500, 2230, 1700, 1840, 2100, 2580, 2350, 760, 3280, 1320, 1690, 2060, 1450, 2760, 2830, 1890, 2610, 1900, 930, 2730, 2650, 1010, 3550, 2130, 1840, 1320, 990, 1020, 1570, 1930, 3760, 1000, 1930, 2240, 2190, 2400, 1970, 2860, 1900, 2090, 850, 1840, 820, 4370, 3190, 3480, 1690, 1650, 2590, 2160, 3500, 3920, 2190, 1890, 1860, 1720, 2600, 1570, 3530, 1960, 2230, 2720, 2840, 1260, 1860, 2010, 820, 1220, 2220, 2860, 4230, 840, 2290, 2290, 3480, 4260, 2230, 3080, 2250, 3160, 1770, 2880, 2690, 1730, 1730, 4780, 2540, 2630, 1890, 1220, 710, 2970, 2970, 1000, 1980, 1920, 2740, 1740, 1300, 2740, 4060, 3490, 1430, 1860, 2120, 1860, 2330, 1670, 2130, 1900, 1170, 980, 4670, 2500, 2020, 1290, 1620, 1710, 1720, 1820, 1130, 3040, 2410, 2440, 800, 1030, 1480, 1710, 3450, 2610, 780, 1260, 2590, 1580, 1660, 2950, 2240, 1940, 1850, 5770, 2280, 2740, 3760, 1580, 1600, 2100, 2610, 1840, 1320, 1540, 2520, 3780, 1200, 2720, 3100, 1630, 1910, 1580, 1690, 1960, 4300, 1840, 3480, 2710, 2100, 1760, 2155, 1720, 1430, 2790, 1180, 2450, 1330, 1940, 1600, 3210, 2880, 1160, 1360, 2014, 1440, 1570, 2330, 1880, 1850, 2230, 990, 1720, 3230, 1180, 1450, 2370, 2570, 1870, 1220, 1770, 1500, 1110, 4980, 2360, 1600, 1450, 2680, 1150, 1870, 3400, 1810, 1860, 3790, 2130, 2860, 2370, 2290, 1120, 1810, 3220, 1660, 850, 2665, 2580, 3200, 840, 2970, 790, 2140, 2580, 2180, 1060, 1860, 1840, 1340, 2320, 2110, 1840, 1080, 1290, 2210, 2210, 1410, 3740, 2440, 2040, 3840, 1660, 1640, 1310, 1720, 1720, 4020, 1960, 3240, 3610, 1800, 1960, 1250, 2120, 3860, 1340, 1780, 3920, 1690, 2570, 1870, 2860, 1670, 1070, 940, 2588, 3500, 1690, 3790, 1090, 2240, 1150, 1870, 2990, 2580, 2220, 1620, 2590, 1390, 2270, 2920, 1250, 1100, 1500, 2800, 3420, 2100, 1790, 1790, 2220, 2000, 1770, 4280, 1260, 840, 1830, 970, 1740, 1654, 2390, 1080, 2610, 1070, 1430, 2400, 670, 2860, 2270, 2180, 1860, 6040, 1010, 2570, 1950, 1970, 2110, 1650, 3520, 2840, 1490, 1650, 1960, 2450, 1720, 1980, 4110, 1990, 860, 2320, 4190, 1940, 2520, 1880, 2910, 5310, 2670, 470, 1060, 1120, 2250, 2070, 2370, 3570, 4830, 1160, 1610, 4150, 1840, 4080, 1820, 2680, 4790, 2420, 1130, 1320, 1290, 1600, 1120, 2060, 2830, 1210, 1560, 2260, 1850, 1930, 3230, 3230, 2450, 1200, 2360, 1060, 2220, 880, 2510, 2530, 700, 1500, 1130, 1420, 2210, 1170, 780, 1770, 1070, 1930, 1940, 1440, 1740, 1740, 2210, 2190, 2590, 2790, 2180, 2580, 2820, 1300, 720, 2260, 1550, 1390, 2380, 2640, 2260, 1720, 1070, 2000, 2800, 1450, 1620, 2710, 1520, 2730, 1740, 1800, 4150, 3270, 1070, 1960, 1600, 1650, 2170, 3730, 3280, 870, 900, 1400, 1680, 2390, 2300, 1340, 2600, 1640, 1960, 1480, 5010, 1540, 4030, 3020, 1590, 2910, 3020, 2290, 2180, 2740, 2740, 2330, 2300, 1550, 1750, 2180, 1610, 1570, 1140, 1140, 2480, 1690, 2910, 1600, 1010, 1850, 2150, 2650, 2510, 3240, 3440, 1150, 1890, 1430, 370, 3130, 2105, 890, 1340, 2290, 2770, 1890, 3160, 1830, 2950, 1430, 1420, 2460, 1340, 1530, 2650, 1677, 2050, 2520, 2620, 1650, 700, 3430, 3140, 2350, 1990, 2050, 930, 1230, 1870, 2110, 3160, 1120, 2750, 1230, 1190, 740, 1770, 1720, 2770, 2330, 1660, 1730, 1880, 2190, 1720, 2360, 1490, 3490, 2370, 2290, 1790, 1820, 1760, 2430, 2630, 2390, 1500, 2510, 2420, 2170, 1960, 2280, 1580, 1850, 770, 2120, 3060, 2680, 2220, 1150, 980, 1690, 1320, 910, 820, 1300, 1950, 3672, 2740, 890, 1090, 1170, 2600, 2000, 3520, 1410, 1410, 1950, 980, 3390, 2270, 1510, 960, 1900, 2580, 2340, 1580, 1230, 1590, 7000, 1770, 1850, 1430, 2190, 2310, 2000, 3620, 1210, 2330, 2840, 2410, 1820, 1470, 1100, 2050, 1240, 2210, 1340, 2580, 2390, 2250, 2000, 1870, 2370, 2640, 1240, 800, 2050, 1650, 4320, 2130, 2840, 3080, 1560, 3220, 1450, 960, 2670, 2310, 3520, 1090, 2000, 1840, 3160, 1520, 2110, 3410, 2630, 1350, 2860, 2310, 2590, 3500, 800, 1580, 1560, 1750, 600, 1630, 1260, 2140, 2790, 2530, 1330, 2700, 1740, 2070, 2670, 2200, 810, 3970, 2370, 1460, 1770, 1120, 1520, 3020, 5600, 1320, 1870, 2460, 960, 3440, 3010, 6030, 1990, 1990, 1710, 1890, 1990, 1600, 3820, 2210, 2020, 1770, 2050, 3130, 3520, 1810, 2150, 2495, 1290, 3004, 2070, 4050, 960, 1900, 1450, 2720, 4830, 1920, 2540, 1600, 2210, 2510, 2280, 4400, 3160, 1380, 3320, 1870, 3030, 1210, 2740, 1350, 1350, 1470, 1270, 1680, 2120, 1040, 1730, 1410, 1370, 2840, 3280, 2070, 960, 1470, 2430, 1430, 1760, 1730, 2290, 1690, 3220, 2130, 2100, 2770, 4040, 2500, 1580, 1130, 1500, 2230, 1550, 2230, 790, 2230, 1710, 1260, 2420, 1090, 2689, 1620, 940, 1940, 1590, 3020, 1870, 880, 3030, 2140, 2050, 2050, 2090, 2520, 2630, 2560, 1200, 1010, 1520, 2170, 1980, 3070, 5170, 1140, 2530, 1690, 2150, 1180, 1400, 1300, 1590, 1990, 1510, 2910, 2850, 2830, 1110, 1900, 2290, 1010, 4670, 3400, 4070, 1630, 1700, 2070, 4660, 2050, 4680, 2320, 3800, 720, 4400, 2260, 1650, 2560, 3720, 2590, 1750, 1620, 1700, 2450, 1610, 3730, 1210, 1300, 850, 1770, 2060, 3090, 1050, 1300, 1160, 3420, 2620, 1880, 4560, 2330, 2350, 1560, 1380, 3040, 1350, 3180, 1790, 1986, 2400, 4590, 1970, 1360, 2710, 920, 2000, 1920, 2678, 1220, 1440, 2420, 2090, 4030, 1310, 1800, 1160, 1160, 1870, 3700, 2280, 1720, 3630, 2040, 1750, 1550, 2500, 1440, 1130, 1210, 960, 2160, 3400, 3960, 1900, 2620, 3150, 1040, 1540, 1820, 1930, 1430, 2920, 3100, 1200, 2390, 1270, 1300, 2290, 1740, 1590, 2420, 2130, 1950, 2150, 1270, 1850, 1440, 1390, 1340, 1190, 3830, 1780, 3130, 1830, 2550, 3790, 1800, 1630, 1870, 1870, 980, 2860, 1470, 1160, 1940, 1630, 2755, 1430, 1430, 1400, 2520, 1290, 1400, 740, 1710, 2414, 1040, 3540, 2530, 2320, 2530, 2790, 1950, 1020, 3110, 5310, 2580, 1380, 3980, 2080, 1530, 1930, 2330, 3860, 2880, 1590, 2150, 2300, 2900, 1970, 1740, 1220, 1290, 780, 2210, 5930, 1950, 1340, 1590, 1780, 760, 1720, 2070, 1790, 3230, 1400, 1370, 1600, 950, 2210, 930, 810, 1630, 1770, 710, 3990, 2310, 1620, 1140, 1040, 2170, 3370, 901, 840, 1650, 1380, 910, 1230, 1740, 1290, 1950, 2150, 1560, 1120, 1790, 3290, 1540, 4240, 1010, 2970, 2190, 700, 3300, 1370, 2680, 1390, 1700, 2510, 1700, 2180, 1770, 3290, 3040, 2460, 970, 1320, 1900, 1220, 1470, 4630, 1400, 1070, 3630, 1970, 2010, 2820, 2530, 710, 1210, 2370, 2300, 3110, 1990, 2630, 1300, 1680, 2180, 2770, 2120, 2830, 1370, 2810, 3520, 1990, 2070, 1320, 1300, 1260, 2400, 1950, 1430, 2110, 2980, 2068, 3380, 2810, 930, 1300, 1320, 1580, 1620, 2750, 2210, 1740, 2120, 2780, 830, 2070, 1390, 2610, 1460, 3390, 1360, 2807, 1340, 1340, 1160, 2470, 2000, 1110, 2240, 1920, 2270, 1530, 3330, 2643, 1250, 3230, 880, 2220, 1130, 1450, 760, 1150, 2720, 2080, 1080, 1890, 1500, 1960, 2570, 1830, 1980, 1130, 2010, 1820, 2340, 1780, 1780, 2450, 2410, 3380, 1710, 1740, 1995, 1760, 3970, 3000, 1540, 2160, 2160, 1810, 2440, 3200, 2970, 2290, 1820, 3010, 1360, 2080, 1110, 1560, 3520, 2280, 1370, 2340, 3170, 1380, 2700, 1300, 1900, 3750, 1552, 2500, 1770, 4210, 2170, 1510, 1870, 1570, 2480, 3580, 1480, 2610, 1700, 1240, 1660, 1620, 1130, 1310, 1710, 2140, 2350, 1570, 2780, 2540, 2500, 2080, 1760, 1760, 1940, 3010, 2460, 750, 1300, 3710, 2360, 3190, 2181, 1890, 2610, 3090, 860, 1000, 2760, 3490, 2960, 1280, 3230, 1830, 1420, 1580, 1960, 1670, 1670, 2960, 2420, 1420, 2170, 1310, 1830, 1360, 3440, 2010, 2450, 3030, 2480, 4310, 2120, 2210, 1400, 2760, 2550, 2220, 1320, 2440, 3780, 4720, 2360, 890, 1770, 1720, 2490, 1890, 1020, 2420, 1600, 3370, 1720, 1090, 1090, 3600, 2760, 2770, 2520, 1960, 1760, 1090, 1960, 1220, 1730, 1830, 1600, 2040, 2710, 1140, 930, 1010, 2380, 1860, 1440, 2980, 2670, 2150, 3160, 1890, 2810, 2690, 1230, 950, 1200, 1670, 2140, 1440, 3050, 2570, 1840, 1250, 1410, 1560, 960, 1870, 900, 2050, 2400, 1850, 1220, 3140, 2410, 3130, 2300, 2840, 1800, 1190, 1710, 1900, 880, 2060, 1360, 1680, 2980, 2130, 2650, 1700, 2680, 2530, 2520, 1630, 730, 910, 4510, 1110, 1450, 2910, 2600, 730, 2440, 2290, 720, 940, 1540, 1140, 2100, 2670, 2750, 2570, 1660, 1700, 1530, 1260, 2760, 1830, 2160, 1770, 2210, 4560, 2110, 1130, 1960, 2230, 2350, 1340, 2160, 1700, 1650, 1540, 3920, 3250, 1360, 1480, 2360, 1800, 2540, 1200, 710, 2640, 3010, 2770, 2310, 2060, 1880, 2280, 1380, 1180, 1650, 2030, 2110, 2130, 1690, 2510, 3530, 1470, 1840, 1860, 1940, 4420, 800, 3700, 1400, 2250, 2230, 1950, 2550, 2750, 2290, 2350, 1720, 2810, 940, 1190, 1390, 1660, 1920, 1460, 1370, 1050, 3360, 3160, 2480, 2720, 2070, 2170, 3260, 2250, 1950, 2220, 1330, 1190, 2770, 2310, 1580, 2800, 1500, 2140, 2330, 3830, 4510, 2160, 3170, 5550, 1520, 3410, 1830, 1550, 1520, 1240, 2380, 2720, 2210, 1050, 1940, 1420, 1690, 1160, 2040, 1840, 1440, 1390, 1470, 1776, 1640, 2860, 1740, 1390, 2730, 1435, 1640, 2630, 1580, 1740, 1900, 3130, 3500, 2130, 950, 1720, 830, 660, 2590, 1600, 4390, 3560, 2860, 1640, 1500, 3990, 2610, 1470, 700, 3960, 900, 2010, 1940, 1510, 2020, 4430, 4010, 3070, 1460, 3260, 830, 2390, 1130, 1120, 1410, 1750, 1040, 1630, 1380, 3680, 1250, 2660, 620, 2600, 2150, 1470, 1380, 1680, 1000, 1630, 1790, 890, 1290, 2420, 3680, 3020, 4240, 3130, 900, 2880, 2390, 1450, 1070, 1740, 1210, 2100, 1060, 3280, 1660, 3070, 1150, 1710, 1180, 2130, 1050, 2520, 700, 2640, 2330, 2830, 3720, 1890, 2910, 1300, 2770, 2520, 1340, 1060, 2480, 2220, 3220, 1600, 640, 3610, 3420, 1840, 2790, 5860, 3450, 2350, 1250, 2000, 2260, 1510, 1800, 2420, 1750, 2660, 2640, 1460, 1570, 1010, 1200, 4040, 1820, 5810, 3010, 1910, 1640, 1480, 2520, 2840, 840, 1730, 3140, 1480, 1920, 770, 1010, 1460, 940, 2840, 1910, 2430, 1610, 2780, 1160, 1850, 2120, 2620, 2060, 1060, 1500, 2380, 3045, 1700, 1240, 1410, 880, 740, 2030, 2090, 920, 1180, 1260, 3690, 1700, 770, 2020, 2030, 2690, 1750, 3270, 2330, 1720, 2420, 710, 710, 1510, 1610, 1880, 1220, 2060, 1340, 1030, 2717, 1360, 1260, 2240, 2080, 2760, 3000, 3310, 1630, 900, 880, 1620, 1610, 1730, 1640, 1840, 4700, 4500, 1780, 3800, 2980, 2780, 560, 2060, 1140, 1890, 2090, 3460, 1320, 1240, 810, 1880, 2680, 2040, 2180, 1870, 2310, 1120, 1340, 1260, 1200, 2400, 940, 860, 2390, 3130, 3550, 1470, 910, 2630, 1780, 1430, 2730, 900, 1740, 2905, 2230, 1680, 1240, 3230, 2560, 2600, 1200, 1660, 1140, 3050, 800, 1700, 2630, 1960, 1180, 1960, 4250, 1950, 3600, 2060, 1640, 2730, 1530, 3060, 2860, 1030, 2460, 2500, 1830, 2820, 3750, 2070, 1780, 2200, 3240, 2880, 1570, 3180, 1310, 910, 1460, 3410, 2720, 2280, 670, 1480, 2330, 2170, 1760, 1240, 5210, 2800, 2060, 2360, 2370, 720, 950, 1980, 2540, 2760, 2950, 3640, 2150, 2760, 840, 2890, 2060, 1700, 3560, 1210, 1590, 2620, 3190, 1450, 1270, 2730, 1840, 1970, 3200, 1060, 1740, 810, 2460, 2100, 1530, 1670, 1175, 2130, 2470, 1700, 2600, 1460, 2010, 1320, 3150, 1960, 2050, 1800, 1210, 1830, 1880, 860, 2890, 1390, 3340, 2040, 3010, 2110, 2110, 2510, 2770, 1120, 1530, 1800, 1030, 1210, 1090, 1790, 1550, 2400, 2470, 1170, 1120, 1040, 2460, 3690, 1960, 1920, 1670, 1340, 2610, 1540, 1640, 2100, 1930, 1430, 2430, 2460, 2490, 880, 2110, 1850, 2060, 1360, 2000, 1810, 2230, 1820, 2740, 2710, 910, 1980, 1040, 2810, 2000, 1530, 5110, 3133, 2020, 750, 1980, 1200, 3580, 2010, 1730, 5960, 860, 1370, 1360, 2530, 1680, 1580, 3890, 1600, 1200, 1760, 1670, 4640, 1800, 1210, 1280, 1650, 1590, 1900, 1500, 2689, 3250, 960, 1650, 1690, 2790, 2310, 1790, 1230, 1620, 2440, 2100, 3040, 2490, 2690, 2190, 1490, 2530, 2060, 1970, 1400, 3680, 3000, 1440, 7730, 1170, 1770, 1860, 770, 3820, 3190, 1320, 1730, 1010, 1140, 860, 1540, 2160, 1450, 1830, 1630, 2500, 1470, 2380, 2170, 2120, 1530, 2710, 2860, 2800, 1120, 1730, 1010, 2350, 2860, 4285, 4060, 1310, 2320, 2210, 2090, 2240, 1180, 1560, 1970, 840, 840, 1830, 4475, 1800, 1250, 2440, 2910, 3060, 2230, 1270, 4300, 1580, 2570, 860, 820, 2090, 3560, 1860, 900, 1160, 3100, 2300, 3110, 1130, 2920, 1230, 2190, 850, 1500, 4620, 3150, 1300, 3160, 2070, 1790, 1650, 2070, 1580, 2170, 2220, 1440, 720, 1120, 1970, 1420, 2250, 2630, 4740, 1280, 1260, 1930, 1048, 1640, 2380, 2530, 2700, 2330, 2160, 1470, 2280, 1280, 850, 4610, 2690, 2440, 1930, 800, 2430, 1990, 2550, 1370, 2020, 1560, 5610, 3560, 2120, 2920, 1340, 1230, 2840, 2080, 2070, 4010, 2190, 1730, 1250, 1300, 2080, 2180, 1630, 1840, 1370, 950, 1690, 1780, 2840, 2000, 1570, 2370, 1610, 1300, 2620, 3060, 2780, 4270, 1310, 1100, 1480, 1270, 1270, 890, 1480, 3240, 4280, 3210, 1870, 3990, 1160, 2940, 1850, 1060, 1100, 1190, 1030, 1140, 2260, 1140, 1860, 4080, 3280, 2870, 2300, 2230, 1920, 700, 2740, 3440, 650, 1500, 2490, 1330, 3190, 1590, 830, 1810, 2910, 2180, 1090, 2160, 2110, 2180, 2100, 1410, 1020, 5090, 2090, 1350, 2650, 3520, 2040, 2340, 1770, 1100, 1490, 1460, 1350, 1030, 1820, 1170, 1450, 2200, 1610, 2690, 1850, 2250, 1580, 2030, 1890, 2140, 1770, 3320, 1640, 1820, 1410, 1240, 1780, 4240, 3570, 1900, 1010, 2870, 1620, 1480, 2650, 1410, 1360, 2930, 3500, 3160, 1710, 2180, 2870, 1500, 2120, 1590, 1830, 1210, 1590, 1050, 1550, 2070, 1740, 1700, 1200, 1710, 1840, 1900, 2300, 970, 1270, 3130, 4230, 1480, 3310, 1590, 1690, 1690, 1500, 2320, 3300, 1445, 1890, 1760, 1050, 1980, 2120, 760, 1300, 1160, 2340, 2710, 1440, 1980, 1680, 1390, 3100, 1680, 2710, 840, 2090, 1120, 1210, 1210, 1940, 1930, 1270, 1680, 2090, 1000, 1350, 3280, 2390, 1860, 1380, 3070, 2190, 1990, 930, 2070, 2170, 1910, 2100, 3560, 2290, 2130, 2160, 860, 2880, 2100, 2360, 3680, 1560, 1680, 1380, 2610, 870, 1210, 1150, 3110, 2550, 2430, 1460, 1330, 2040, 2375, 2480, 1580, 2740, 1920, 2200, 910, 1860, 1510, 3920, 1330, 1964, 1520, 3720, 770, 3210, 1070, 1430, 1670, 710, 1920, 750, 2210, 1660, 1910, 1910, 780, 1650, 3230, 810, 2750, 1650, 1960, 2790, 2230, 1280, 1240, 1860, 2410, 1960, 1710, 3480, 3480, 2960, 2670, 700, 2830, 1120, 1310, 1710, 2200, 3310, 2280, 1640, 750, 3520, 2720, 1660, 2560, 1080, 2050, 2670, 1730, 990, 3560, 700, 1880, 1870, 2500, 2570, 2940, 3930, 2150, 1330, 3220, 2710, 1630, 1680, 1930, 2140, 4070, 1350, 4270, 1320, 2100, 710, 2350, 1180, 1250, 1490, 1000, 4050, 2300, 1330, 3200, 2590, 2590, 2030, 2700, 1670, 3090, 2650, 1440, 2820, 1690, 1420, 1790, 1320, 1509, 1610, 1550, 1160, 2500, 1540, 1910, 2340, 2060, 1960, 1150, 2330, 2210, 3260, 1900, 1610, 1340, 3170, 4440, 1370, 1420, 1030, 1820, 2650, 910, 1680, 1550, 2780, 4070, 3240, 3650, 2180, 2480, 3180, 3630, 3160, 1370, 1070, 2180, 2420, 3290, 1430, 1890, 1760, 2230, 1630, 2350, 1550, 3550, 2720, 1740, 1840, 2010, 1670, 1820, 720, 2370, 2120, 1290, 1800, 1230, 1380, 740, 1720, 1720, 2100, 1210, 2210, 2470, 2760, 2540, 5150, 3420, 2270, 2270, 1470, 1280, 2830, 1970, 1390, 1020, 2250, 800, 1560, 2100, 990, 1060, 1270, 2740, 2470, 1970, 2070, 1010, 2220, 1090, 4310, 1490, 700, 1450, 2120, 1670, 1810, 710, 2540, 1420, 2440, 2570, 3090, 2050, 920, 2320, 3450, 1660, 1130, 2550, 2420, 1470, 2030, 2310, 3370, 1900, 1940, 2420, 1010, 2710, 1340, 1310, 2650, 1890, 2580, 3500, 1040, 1930, 2190, 1530, 1480, 3620, 3370, 2100, 3370, 2240, 1650, 2630, 2330, 1970, 2820, 590, 2060, 1890, 2810, 1470, 2190, 1440, 2480, 2780, 2180, 3340, 2560, 1600, 2230, 900, 1010, 1580, 1890, 2160, 2160, 1410, 1430, 2380, 2206, 1030, 1070, 2320, 1270, 2570, 920, 1790, 480, 2483, 2140, 1900, 1650, 1510, 2910, 4960, 2710, 1810, 940, 1600, 2640, 3890, 1630, 830, 1800, 2060, 4040, 1910, 2800, 1320, 1220, 3100, 550, 1080, 880, 720, 2030, 2040, 1570, 1500, 3180, 1260, 1390, 2850, 2070, 2650, 1220, 1630, 1785, 1260, 1380, 2330, 840, 1730, 2230, 1790, 2280, 2430, 3730, 2230, 770, 1814, 1920, 1860, 2750, 1930, 1950, 2470, 1630, 2110, 1490, 1740, 1900, 4510, 1090, 1720, 1400, 2090, 1580, 2620, 1500, 2030, 1020, 1540, 3910, 3920, 3180, 2330, 2600, 1950, 3250, 1130, 2620, 1120, 1800, 2180, 1960, 1960, 1150, 2800, 1310, 2340, 1430, 2340, 1290, 760, 2780, 2090, 3060, 1110, 1790, 1830, 2850, 1420, 790, 2300, 2440, 1310, 1380, 2790, 1360, 2510, 4560, 780, 1410, 2530, 1270, 3180, 1450, 2040, 2650, 1240, 820, 1890, 1270, 3350, 1550, 920, 950, 2040, 1870, 1720, 1020, 2690, 3090, 1070, 2050, 1660, 2810, 2460, 1230, 2360, 1730, 2770, 1770, 3030, 2380, 1780, 1540, 1580, 3200, 2220, 2240, 1640, 1170, 3160, 2100, 2600, 1630, 2850, 2560, 980, 5480, 2160, 3030, 3560, 760, 2260, 1560, 2270, 3480, 1900, 2350, 2390, 3730, 1780, 1630, 1130, 2140, 3220, 800, 1800, 809, 1820, 580, 580, 2900, 1140, 1060, 2320, 3450, 1760, 3370, 1940, 2520, 1360, 800, 3010, 2340, 1780, 4200, 1720, 830, 1090, 5040, 3500, 1080, 1080, 1080, 870, 2830, 1880, 3600, 2340, 2040, 1310, 1470, 1370, 1080, 1990, 1310, 1640, 1770, 2050, 1170, 1340, 2240, 880, 2170, 1260, 1880, 1620, 1610, 3330, 1370, 690, 3170, 1990, 1080, 1870, 1670, 2800, 3460, 1930, 2370, 1180, 1320, 1350, 1068, 1580, 1690, 5120, 3960, 2420, 1910, 1440, 2320, 1670, 1390, 2620, 3040, 2990, 1740, 2360, 2240, 1610, 700, 2730, 1780, 3070, 2060, 1360, 1430, 1840, 2000, 1820, 2330, 1070, 930, 1040, 1960, 2970, 2200, 3810, 830, 3920, 2870, 2560, 1350, 1240, 3210, 1690, 2550, 3240, 3560, 2160, 3060, 1690, 1520, 2040, 2360, 1360, 2000, 1650, 2500, 1140, 2140, 2870, 830, 1960, 1130, 3630, 1764, 2770, 2650, 2500, 2710, 2490, 1500, 1160, 1880, 1340, 1960, 2030, 2200, 2540, 1520, 2360, 1340, 1400, 3030, 3200, 1580, 2120, 1640, 1890, 1710, 1140, 2720, 1650, 1790, 1680, 2200, 830, 770, 3280, 2080, 2790, 4150, 1780, 1460, 1410, 2170, 690, 3000, 870, 3170, 1540, 1270, 2190, 4410, 2790, 1510, 1800, 2410, 2250, 950, 2860, 2860, 1560, 1940, 3580, 2040, 1700, 3700, 1050, 1690, 1120, 1490, 2220, 2160, 870, 1900, 3370, 3370, 880, 940, 1340, 1440, 1750, 3990, 2860, 1940, 1400, 1770, 1710, 2810, 1580, 1580, 1440, 2420, 1930, 1190, 2240, 2550, 920, 1520, 1460, 1900, 1430, 2500, 720, 1140, 3530, 1220, 1320, 2170, 2020, 1990, 2660, 2360, 2740, 1360, 1230, 1260, 1040, 2700, 1800, 1590, 1360, 1370, 3320, 2980, 1350, 1160, 1480, 1640, 2680, 2440, 2920, 1780, 2170, 5550, 2060, 1050, 790, 1010, 1040, 3130, 900, 1470, 1080, 2440, 2520, 1760, 1820, 1820, 3040, 3490, 2440, 2280, 1980, 2360, 3890, 2300, 910, 1140, 2390, 1150, 2330, 2420, 960, 1010, 2370, 2880, 2400, 3670, 1140, 1410, 1530, 1720, 1620, 1570, 1990, 930, 1550, 1650, 800, 930, 2550, 720, 620, 2360, 1760, 2100, 2480, 1040, 1656, 2090, 2520, 700, 4030, 760, 6500, 1840, 1090, 2980, 1900, 2790, 1280, 1510, 920, 700, 1980, 1440, 2740, 1400, 2270, 1310, 1680, 2260, 1350, 1820, 3380, 2140, 2430, 940, 2070, 1510, 2550, 700, 1150, 2340, 1510, 2070, 1150, 2190, 1980, 960, 2180, 2560, 2270, 3550, 1330, 2110, 3470, 1550, 570, 2030, 1500, 920, 1470, 1150, 4180, 1690, 2150, 2330, 2680, 1740, 1320, 3150, 2480, 3330, 1010, 4920, 1570, 3580, 2220, 1010, 1440, 1230, 1710, 2390, 2840, 2300, 2270, 2290, 1330, 1200, 2160, 1120, 2090, 1470, 2270, 4100, 1440, 1200, 1720, 930, 2400, 1960, 1890, 1590, 2590, 860, 1270, 1130, 1860, 1802, 4480, 1310, 2320, 1130, 2180, 1830, 2340, 2830, 1610, 2410, 2660, 1030, 1390, 1580, 2330, 1540, 1570, 2940, 1240, 1410, 2190, 3040, 1860, 1690, 1900, 1600, 2530, 1860, 2390, 3100, 2650, 1520, 1510, 1960, 2270, 910, 2100, 1000, 2760, 2840, 1860, 1920, 840, 2390, 2100, 2430, 1880, 1350, 2160, 1430, 2840, 2510, 1690, 1930, 720, 2990, 2300, 460, 1240, 1900, 2120, 2440, 3300, 1180, 520, 2070, 2250, 2050, 1310, 1250, 2130, 2250, 1880, 1520, 4010, 1660, 3400, 2320, 3740, 1810, 3170, 1680, 930, 2390, 2680, 1790, 1680, 1570, 2230, 1260, 1790, 2440, 2410, 1780, 1900, 960, 1640, 850, 2150, 2780, 1030, 1930, 2080, 3520, 890, 1640, 4860, 1040, 2820, 1320, 2590, 1540, 960, 1190, 2770, 1060, 4010, 1140, 1910, 2340, 1170, 1290, 1810, 1820, 2220, 3830, 2920, 2630, 1320, 1400, 1600, 1490, 2170, 1280, 1620, 2630, 1240, 1300, 2430, 1890, 1890, 2440, 1780, 2830, 2490, 1560, 1980, 2070, 1490, 3090, 1580, 5190, 2692, 1740, 1940, 2150, 1320, 3360, 1850, 2880, 2420, 2020, 2280, 3010, 2550, 1540, 2280, 2450, 2950, 690, 800, 1470, 1840, 1170, 2344, 1230, 1150, 1140, 1660, 1080, 1720, 590, 1290, 1480, 2600, 2040, 970, 2620, 4560, 1750, 3620, 1660, 1360, 2044, 2370, 1170, 1660, 2020, 2530, 870, 3670, 3180, 1870, 1940, 4220, 4820, 2400, 2930, 800, 2200, 2400, 5570, 1980, 3530, 3430, 1720, 1930, 2140, 1110, 1970, 1630, 2520, 2270, 1212, 1890, 1370, 1770, 1710, 1190, 1690, 1680, 4340, 2040, 1110, 2040, 1920, 1330, 1630, 1520, 1520, 1340, 2500, 1460, 3140, 2150, 3140, 2310, 710, 1460, 730, 1440, 1130, 1810, 2710, 2740, 1690, 1470, 2830, 1410, 2170, 1340, 2480, 1990, 2240, 2990, 2120, 2920, 1700, 1620, 760, 1230, 4960, 2030, 1830, 970, 1000, 750, 2620, 2220, 3000, 1060, 1980, 1600, 2000, 1310, 1120, 3320, 2370, 830, 940, 2250, 2020, 5240, 4083, 1450, 1170, 3555, 1610, 960, 1680, 1380, 1040, 1380, 1850, 1740, 1920, 2010, 8020, 1860, 4390, 2380, 2880, 2820, 750, 1750, 1540, 1140, 1560, 2960, 2140, 1600, 2080, 1560, 2880, 2510, 960, 1120, 3310, 1080, 2860, 1490, 1210, 2240, 4575, 1600, 2090, 2260, 1200, 2480, 2240, 1550, 2130, 2870, 1160, 2430, 900, 2830, 1620, 2510, 1790, 1640, 2240, 1870, 1500, 1490, 2230, 1710, 1620, 2250, 1700, 1502, 1900, 3320, 1980, 1670, 2235, 1070, 1800, 2980, 1670, 2620, 5470, 3080, 940, 1870, 2070, 950, 1290, 2570, 1600, 2550, 1010, 1720, 2200, 384, 1400, 1830, 3110, 1600, 3600, 1390, 2092, 1200, 1090, 2140, 2010, 1500, 3500, 2660, 1440, 2780, 1580, 1250, 970, 1100, 3240, 1290, 3810, 1500, 2660, 2400, 1860, 1450, 2260, 5540, 1300, 1610, 3820, 1820, 5820, 2470, 3040, 1120, 1880, 1070, 1560, 870, 1000, 2520, 1700, 2150, 1590, 4670, 1800, 1670, 1010, 2550, 3700, 1350, 1660, 1390, 1720, 2980, 2190, 1230, 1000, 2500, 2240, 2820, 1400, 1470, 1820, 2060, 1670, 1540, 1210, 3430, 2550, 1060, 3670, 4420, 1550, 1190, 1300, 2430, 4290, 3500, 1680, 1250, 1020, 1510, 910, 1320, 900, 890, 1240, 2960, 1020, 2590, 1100, 1300, 1200, 7710, 1390, 1430, 1250, 840, 5020, 2060, 2000, 1530, 700, 950, 1380, 1830, 1790, 1340, 1520, 1370, 1470, 2500, 1060, 1210, 920, 1340, 960, 1630, 1840, 3085, 920, 2260, 1730, 1610, 550, 2400, 1960, 3190, 3160, 1550, 1930, 1170, 2520, 1220, 960, 4110, 3310, 2220, 2250, 1510, 1350, 2420, 2950, 1260, 1700, 3320, 1470, 2500, 2641, 2260, 1160, 3680, 1615, 1250, 1230, 2510, 1540, 1860, 2700, 3290, 2700, 1570, 1950, 1380, 2410, 1200, 1770, 1540, 2860, 1740, 2830, 4280, 3890, 2340, 1410, 1350, 1100, 2070, 2360, 2760, 1220, 1220, 1220, 3020, 3470, 2380, 2260, 720, 1730, 2660, 1030, 2890, 890, 1410, 810, 1370, 2260, 1430, 2510, 1760, 1430, 1510, 1320, 1180, 1560, 2470, 2190, 1610, 2700, 1530, 7320, 920, 2990, 720, 1750, 2410, 1240, 1010, 2770, 2800, 1400, 1020, 2860, 4270, 2270, 2560, 900, 2010, 1690, 2310, 1520, 1220, 2170, 2790, 1760, 2100, 1430, 2450, 1820, 1850, 1870, 2580, 3680, 1750, 3890, 1000, 2210, 2850, 2460, 2630, 1750, 1100, 2620, 1200, 1920, 1690, 1680, 3440, 2190, 3270, 1280, 1310, 1660, 2700, 1940, 1520, 1620, 2090, 1070, 2000, 1020, 2400, 2480, 1310, 2420, 1890, 1860, 2500, 1970, 1660, 1850, 1970, 1890, 1310, 1870, 1520, 3070, 1400, 1960, 2680, 2030, 2320, 1760, 1870, 1280, 1730, 2060, 1030, 1720, 1210, 2620, 1860, 2510, 2040, 2410, 780, 2210, 1590, 2230, 1560, 2950, 1480, 2850, 2390, 1740, 2060, 2680, 3150, 2440, 2230, 2230, 1600, 1600, 1580, 2840, 2550, 1700, 1470, 1680, 1110, 2120, 2380, 2670, 890, 3140, 1260, 920, 2990, 3120, 1010, 1010, 1020, 3540, 900, 1100, 1990, 1980, 4040, 1250, 1820, 1140, 1730, 1170, 2910, 970, 2130, 2520, 1360, 1620, 2120, 2700, 1370, 2520, 1540, 2610, 1490, 2760, 1260, 2630, 1800, 1130, 1180, 2800, 1830, 2220, 1870, 2580, 1660, 1330, 1330, 2630, 1100, 1810, 2060, 4660, 2370, 2430, 1880, 1150, 1350, 2180, 3370, 3650, 2100, 670, 2420, 760, 2200, 4410, 1300, 720, 2180, 1130, 2230, 2100, 2060, 3060, 2810, 2550, 4290, 3040, 2530, 1300, 1790, 1530, 2380, 2400, 1030, 3250, 1970, 1940, 1850, 3900, 3160, 1440, 2040, 2120, 830, 3140, 2410, 2190, 2190, 1210, 1880, 2410, 2620, 1850, 1760, 860, 2620, 2400, 1850, 4040, 1940, 3490, 3170, 2530, 3230, 2120, 1640, 2130, 1440, 1940, 1120, 2400, 1810, 1270, 1350, 1550, 1620, 2650, 2510, 2040, 1660, 1980, 2690, 2910, 2720, 1280, 2160, 1760, 800, 930, 2040, 1180, 2000, 3310, 3130, 2300, 2140, 2210, 970, 2690, 1890, 3140, 1440, 2910, 1310, 2140, 1090, 1330, 4690, 1910, 1750, 1760, 1810, 1360, 1730, 4710, 1010, 2400, 1540, 1480, 2520, 1210, 2670, 3030, 1440, 3250, 1750, 2120, 1050, 1950, 1020, 1820, 2390, 1400, 1540, 2370, 670, 2420, 1000, 2100, 2800, 940, 1640, 2760, 3660, 3070, 1100, 3130, 1320, 1470, 1480, 2260, 2210, 1540, 1910, 1760, 2240, 2110, 1396, 3040, 1140, 1780, 3370, 1484, 2230, 2820, 1580, 2040, 2720, 1490, 1560, 830, 980, 1980, 3680, 860, 1850, 1620, 2240, 1010, 1610, 2720, 2080, 1930, 2250, 1980, 1960, 1320, 2940, 1460, 2330, 2620, 700, 1140, 2750, 2480, 1130, 2770, 1710, 2150, 2250, 2960, 2300, 1740, 2830, 1240, 2180, 2510, 6630, 2300, 3220, 2270, 1840, 3820, 1660, 3360, 1350, 2970, 1000, 1190, 1670, 1200, 2250, 1040, 3180, 3180, 2040, 1160, 880, 2290, 950, 1010, 3100, 2560, 2430, 830, 2090, 2030, 1060, 1090, 3400, 1920, 1150, 3970, 1880, 1500, 2190, 2530, 1930, 1510, 5510, 1100, 1730, 1480, 1150, 1950, 2380, 3100, 2010, 2270, 2050, 650, 2780, 1300, 2730, 3140, 2410, 1180, 2600, 1400, 2220, 1660, 2330, 1440, 2920, 1760, 2860, 2090, 1910, 3280, 1770, 920, 1690, 2470, 1040, 1220, 3500, 760, 3070, 2100, 1660, 1430, 1620, 1490, 1170, 1240, 2910, 2660, 2220, 1920, 2780, 3110, 1820, 1765, 1800, 2650, 1410, 1650, 1180, 800, 1430, 3300, 1220, 3530, 1380, 1410, 3360, 2270, 2890, 1750, 1010, 3780, 1880, 800, 4720, 1060, 2530, 1980, 1650, 1890, 3360, 630, 1980, 990, 3420, 3440, 1300, 2040, 1250, 1960, 2720, 3250, 3190, 2570, 1420, 2120, 2080, 2740, 1250, 2150, 3230, 860, 2810, 1040, 1160, 1470, 2350, 1660, 2020, 890, 2430, 1460, 980, 2580, 1250, 3140, 2680, 1810, 2090, 1120, 1790, 870, 3160, 2350, 1810, 3160, 1660, 2500, 2880, 1470, 1460, 5490, 2480, 1140, 1830, 3110, 2630, 2390, 1750, 4370, 1020, 2500, 1540, 2200, 1940, 1453, 1830, 2000, 1400, 2400, 1390, 1680, 1820, 1140, 1060, 3050, 970, 1320, 1890, 2040, 2370, 2720, 1970, 2180, 2990, 2180, 1440, 3180, 1643, 1530, 1310, 2800, 1510, 2700, 2220, 1440, 1300, 2230, 1390, 2760, 3200, 1240, 1960, 2190, 3540, 2640, 2660, 1670, 3080, 2890, 1800, 2000, 1940, 1940, 960, 1750, 2320, 2380, 6490, 1620, 1770, 2320, 1330, 3420, 1270, 2550, 1860, 1020, 720, 4460, 1830, 1520, 1080, 1900, 5300, 1370, 2960, 960, 2190, 3990, 1200, 1780, 2630, 2300, 3210, 2290, 2780, 2650, 1840, 1560, 1200, 1900, 710, 1360, 2990, 1640, 3650, 2920, 3680, 1830, 2570, 2730, 1150, 4260, 1260, 4440, 2300, 1920, 1080, 890, 1650, 1820, 2320, 3260, 1730, 3320, 1660, 3290, 2280, 3650, 1620, 2020, 1150, 1940, 3440, 2000, 750, 1420, 880, 2680, 860, 1310, 1780, 1440, 1510, 2100, 1310, 1280, 1320, 1740, 2910, 2500, 1100, 1381, 960, 3840, 2200, 1250, 2380, 1500, 1410, 1680, 1500, 2710, 1730, 960, 2380, 1120, 2960, 1580, 1870, 1810, 2550, 1910, 1200, 2420, 3080, 3850, 3000, 1360, 3670, 2270, 1750, 3550, 2370, 1670, 1860, 4460, 1080, 1080, 2280, 2540, 2560, 2390, 2870, 1510, 2200, 720, 2970, 960, 1420, 1800, 3090, 1200, 4065, 2570, 1530, 1500, 2490, 3040, 4140, 1690, 1430, 2490, 1350, 3140, 2340, 1610, 3320, 2390, 1180, 1260, 1800, 1790, 1760, 1540, 1260, 2240, 1630, 2350, 1350, 1320, 1950, 2100, 3480, 1830, 2640, 900, 1553, 1710, 3400, 1270, 2960, 3040, 1430, 1520, 1820, 1800, 2720, 1980, 2550, 2210, 2120, 1570, 1310, 3150, 3870, 1840, 1120, 1440, 2300, 2070, 1420, 2010, 1200, 1150, 1240, 1900, 2350, 1120, 1020, 1930, 2680, 2660, 2200, 1010, 2310, 920, 3030, 1590, 2740, 960, 2240, 2400, 2860, 2960, 3770, 3830, 2750, 2100, 1500, 710, 2770, 2050, 1960, 1770, 3290, 1990, 1760, 5080, 1020, 1350, 1740, 3540, 1520, 290, 1310, 3000, 2660, 2120, 1200, 1900, 1010, 1850, 4520, 2010, 2420, 2732, 1910, 3520, 2220, 2020, 2090, 1580, 2650, 1020, 1070, 2120, 1360, 1700, 1820, 1430, 4140, 1313, 1590, 1080, 2730, 3800, 2540, 1810, 1540, 1390, 1460, 2350, 1160, 3500, 1980, 1250, 770, 1920, 1120, 1150, 1590, 910, 1870, 2420, 2120, 2730, 2560, 2620, 2760, 2900, 1820, 1870, 2010, 940, 1850, 2530, 940, 1820, 1510, 2070, 1380, 1270, 1390, 1840, 1600, 1480, 2120, 2940, 3820, 2740, 4360, 1540, 4660, 1590, 1180, 2360, 1860, 1470, 2990, 1690, 660, 2310, 770, 2320, 1370, 1700, 960, 1150, 2910, 2290, 2260, 1300, 1850, 1920, 1920, 4910, 2210, 2280, 1640, 1980, 900, 1960, 1800, 4270, 1520, 5430, 1950, 2190, 1200, 2180, 2320, 1040, 2700, 1400, 2060, 780, 2400, 2900, 1740, 780, 2430, 2210, 1510, 900, 3670, 1160, 1070, 950, 2950, 1420, 1590, 1290, 1690, 1340, 1397, 3750, 2000, 2250, 840, 1100, 1660, 2180, 1460, 2470, 1250, 1480, 2240, 1570, 3250, 1790, 2080, 1480, 3610, 2040, 3850, 3230, 2440, 1490, 1150, 900, 3210, 3900, 1240, 1760, 1410, 2780, 3230, 4600, 1440, 1200, 2793, 2970, 1440, 1480, 1870, 2475, 2950, 1410, 2240, 3230, 2100, 1936, 3120, 2070, 3700, 2130, 1620, 1490, 4180, 1400, 3490, 1300, 2730, 1830, 2340, 1410, 1930, 3028, 3180, 2950, 1430, 1020, 1650, 1060, 2620, 1830, 998, 2070, 2860, 1920, 1210, 4890, 3420, 2870, 1600, 960, 1740, 2575, 3660, 1420, 3070, 1920, 4160, 3276, 2890, 3430, 3390, 2930, 1300, 1250, 2310, 1360, 2020, 1270, 2790, 2320, 1750, 2030, 1270, 2710, 2520, 1340, 1570, 2690, 2475, 2260, 840, 1720, 2940, 4170, 4310, 3010, 2170, 1584, 1110, 2420, 1430, 2393, 1240, 2980, 2970, 2329, 3340, 2580, 2029, 3430, 3330, 3220, 1240, 1500, 3530, 1260, 4168, 1030, 3080, 1072, 2790, 4090, 1800, 830, 2280, 2110, 1570, 830, 4120, 2540, 2050, 3080, 2390, 3170, 1240, 1090, 4630, 3230, 3510, 1785, 2360, 2340, 1620, 3890, 3590, 1984, 1640, 1350, 2730, 5610, 962, 3040, 2540, 2240, 1260, 3210, 1620, 1580, 1430, 1850, 3340, 2670, 4660, 1550, 3470, 3010, 3931, 1800, 1570, 2230, 2423, 1160, 1440, 2052, 2780, 3720, 1460, 1370, 3600, 1420, 980, 1790, 2010, 2370, 2560, 1900, 1350, 2650, 3020, 1500, 1320, 3120, 1540, 1800, 3640, 2440, 3970, 2060, 2538, 4270, 1320, 3340, 1590, 2710, 3140, 1445, 2430, 1370, 5050, 1860, 5330, 1710, 2650, 2590, 2610, 1770, 3730, 2420, 3330, 1910, 2170, 2437, 4180, 1800, 2570, 2090, 2789, 2906, 2550, 3550, 1590, 1950, 3250, 4590, 3070, 3030, 2610, 3150, 1240, 1680, 2220, 4800, 3100, 7850, 3590, 1590, 2242, 2490, 1530, 2150, 2440, 1270, 1450, 2690, 2755, 2650, 2310, 1460, 1400, 2196, 2020, 4280, 2340, 2220, 4420, 1580, 3550, 1510, 1360, 2040, 1120, 4490, 3560, 2150, 2130, 2990, 1847, 2610, 1670, 1860, 3440, 3510, 1740, 2240, 1550, 1390, 2500, 2710, 1720, 1760, 2270, 1690, 4000, 2880, 1480, 1950, 2700, 2210, 2370, 1310, 2410, 3360, 3040, 2140, 1720, 2658, 1480, 1350, 1150, 1690, 1270, 2655, 880, 4645, 1270, 1728, 1950, 3170, 1233, 2570, 1560, 1630, 2510, 2223, 1230, 3050, 2710, 2090, 1440, 2500, 2740, 3360, 2280, 3520, 1320, 3410, 2730, 1780, 1427, 2910, 3250, 3630, 1680, 2280, 3310, 1290, 3940, 2170, 3290, 2550, 1140, 2300, 2670, 2440, 1611, 2710, 2015, 3444, 3060, 2050, 1390, 1240, 3750, 1410, 2448, 2600, 3330, 1160, 1330, 2830, 1610, 2800, 4570, 2820, 2570, 1710, 1220, 1650, 1130, 1489, 2690, 1530, 1600, 1000, 2440, 1260, 1660, 1190, 1520, 3250, 4700, 1480, 2380, 1640, 1650, 5305, 1278, 1200, 690, 3202, 1347, 2960, 740, 1200, 4320, 2310, 1490, 1480, 1481, 1730, 3900, 1130, 3230, 3920, 1190, 2311, 1810, 3290, 3250, 2544, 1380, 1430, 3490, 910, 3080, 2280, 1660, 3320, 1680, 2584, 2217, 2480, 2610, 3240, 3569, 3181, 1921, 1570, 1940, 1940, 2210, 1280, 1520, 1230, 1480, 2612, 2350, 1300, 2020, 2140, 1380, 2730, 4220, 1570, 4670, 1370, 3273, 3880, 1494, 2930, 2598, 2242, 2830, 2710, 2320, 2720, 1650, 1430, 2090, 3660, 4220, 1450, 3460, 1350, 3000, 2950, 2530, 4650, 710, 3050, 1150, 3410, 1370, 3540, 1370, 1714, 3650, 2990, 3284, 3550, 1860, 1720, 2540, 3270, 980, 1150, 1820, 1580, 1460, 2900, 2620, 1340, 3266, 1076, 1680, 1930, 2880, 2240, 2594, 1210, 3760, 3600, 2050, 1510, 2580, 1670, 3190, 1280, 2718, 1370, 1794, 5120, 2160, 2180, 1490, 2950, 2990, 2700, 3130, 3620, 2481, 1730, 1420, 3160, 1320, 1010, 1870, 5220, 2260, 4340, 1620, 2280, 3400, 830, 2310, 830, 4130, 2050, 2050, 1600, 3190, 3860, 2040, 3845, 2650, 3430, 2430, 2876, 2550, 4100, 2730, 1780, 1880, 3090, 2460, 2910, 2910, 1930, 1413, 4030, 2880, 2360, 1070, 1460, 3800, 1190, 3200, 1970, 2830, 2630, 2720, 3160, 3770, 3500, 2710, 2170, 1540, 1876, 3720, 3148, 3240, 3340, 2413, 2500, 1180, 2890, 2230, 1767, 1450, 2930, 2710, 3600, 1800, 2290, 1510, 1090, 1270, 1540, 2930, 4360, 3640, 2430, 1520, 2730, 2440, 1580, 1420, 2820, 5060, 2650, 1490, 3060, 3240, 2820, 4140, 982, 2460, 2547, 1834, 3130, 2730, 1380, 4700, 2330, 1730, 2350, 4000, 3350, 1530, 1610, 2620, 1300, 3590, 2490, 1320, 1800, 3360, 3220, 2514, 3130, 2720, 1390, 4920, 2134, 1741, 2560, 2220, 1910, 980, 1950, 4150, 1110, 1250, 3310, 2020, 3310, 2798, 1847, 2420, 2020, 2400, 1760, 2110, 2692, 1490, 3960, 1740, 1940, 970, 1852, 4810, 5635, 1520, 2099, 1250, 1090, 3216, 2970, 2610, 1340, 3300, 1630, 1590, 1310, 3600, 2154, 1530, 1360, 1320, 1660, 2891, 2340, 2320, 2190, 2060, 1740, 1400, 4410, 1780, 1760, 4410, 5550, 2432, 2283, 1860, 2701, 2930, 1540, 2242, 1950, 1160, 2060, 1230, 1160, 2245, 4120, 3400, 4270, 2890, 3220, 4010, 2260, 1140, 1640, 3510, 3010, 1060, 1658, 1960, 2420, 3420, 893, 3020, 2470, 2009, 1530, 1590, 2630, 3230, 1430, 2242, 2500, 1230, 3020, 3480, 3330, 3400, 830, 3110, 1910, 3230, 3380, 2830, 3700, 2520, 1530, 4420, 1460, 1450, 1160, 1640, 1444, 1620, 1100, 1340, 1450, 3040, 2560, 2744, 1420, 700, 4110, 2670, 2130, 3078, 840, 1800, 2580, 1270, 3065, 1861, 2260, 4150, 1500, 1620, 830, 3120, 1870, 1240, 2820, 1630, 1584, 2840, 3910, 1730, 1840, 4030, 3440, 2110, 2430, 4690, 3500, 2070, 3350, 2440, 3010, 2060, 1570, 1580, 4280, 2815, 2620, 1250, 3250, 2510, 1270, 6670, 1580, 1360, 2400, 1571, 1405, 1010, 1450, 1420, 2650, 3030, 6530, 2670, 1170, 3260, 1480, 2700, 4640, 1601, 5350, 2540, 1030, 2730, 3172, 3160, 2850, 2780, 3860, 1180, 1410, 6370, 3223, 2600, 1380, 1620, 1370, 1220, 1280, 770, 1210, 2890, 1580, 1530, 3670, 1850, 2440, 2190, 4360, 3990, 1270, 3340, 1500, 3120, 2480, 1110, 2760, 1510, 1460, 3980, 3320, 3270, 2670, 1410, 2475, 1600, 1290, 1608, 1300, 2530, 1390, 1640, 2229, 1790, 990, 3240, 1280, 1610, 3670, 1150, 3760, 1320, 2700, 1480, 1410, 3135, 1480, 4020, 1060, 1950, 3340, 1570, 1930, 1590, 3720, 4470, 1290, 1489, 2075, 1413, 1300, 1480, 3320, 1530, 1180, 1190, 1300, 1710, 2390, 3510, 1140, 1320, 2100, 2400, 1408, 2560, 1260, 1290, 2730, 1630, 3530, 2714, 1630, 5790, 2230, 1380, 1320, 1490, 1280, 3870, 1280, 1300, 2170, 1763, 1020, 1840, 1820, 2670, 6260, 1400, 1160, 1400, 1232, 2700, 2550, 3260, 1680, 2630, 1260, 2550, 3450, 1550, 4150, 3900, 1550, 2130, 2890, 1220, 2502, 1340, 2350, 1810, 3310, 1620, 1070, 2230, 1970, 4600, 3110, 3490, 1600, 1960, 1000, 1000, 1500, 2424, 2303, 1880, 1210, 3720, 3610, 1360, 2590, 4390, 2290, 3880, 1350, 2170, 1296, 1530, 1489, 2130, 1430, 2380, 1420, 3450, 1914, 988, 1584, 2630, 3520, 2380, 1410, 3220, 3266, 2550, 3828, 1670, 3056, 1000, 1530, 3490, 2760, 1440, 1370, 3180, 2720, 1800, 3220, 2370, 1410, 3640, 1920, 2267, 5780, 1131, 2940, 2180, 1400, 2680, 2680, 1300, 2796, 1460, 4210, 2330, 3930, 1608, 1610, 3200, 1710, 3050, 3560, 2650, 3490, 4140, 1670, 1720, 1510, 1450, 1812, 1060, 1600, 1530, 2070, 3630, 2140, 2010, 2630, 2233, 2990, 1240, 2230, 3700, 2290, 950, 1120, 2420, 1714, 2230, 2530, 1550, 3110, 2100, 2150, 1630, 2230, 1320, 1590, 2610, 1440, 2630, 3390, 1400, 1900, 1350, 3420, 2150, 2110, 3810, 2870, 1240, 3610, 2310, 1930, 1390, 1578, 1720, 4700, 1970, 1460, 1930, 1300, 1445, 860, 3040, 2424, 1084, 2510, 1220, 1280, 3740, 1852, 2580, 3190, 3400, 1090, 2360, 2460, 2025, 4410, 2810, 4490, 3070, 1984, 4750, 2760, 4360, 3060, 2770, 2990, 1540, 1400, 1680, 2260, 3400, 2930, 1239, 2100, 1200, 1200, 680, 2690, 2750, 2450, 2620, 1130, 2790, 1820, 2910, 2568, 3090, 1460, 2010, 2610, 960, 1528, 1310, 1760, 1420, 1650, 2320, 2628, 2520, 2880, 1440, 2185, 1500, 1769, 3650, 2160, 1820, 2370, 3180, 1780, 2650, 3300, 1160, 3460, 1390, 1260, 2940, 3190, 3930, 3570, 2420, 3400, 2478, 3070, 3200, 5790, 1590, 1730, 2303, 1790, 2490, 2669, 2610, 6160, 1290, 3560, 4360, 1230, 3640, 1780, 1140, 1270, 2780, 1912, 2300, 2828, 2425, 3730, 730, 1990, 1300, 2560, 2450, 1440, 1140, 1110, 2620, 1690, 1950, 3530, 3310, 2620, 1350, 1741, 1650, 1890, 1950, 4490, 3206, 4130, 2800, 1984, 2750, 1740, 1800, 1540, 2030, 3310, 1270, 2406, 1540, 2820, 2540, 1230, 1900, 2920, 1450, 5370, 1270, 2550, 3070, 1450, 4230, 3480, 1490, 1200, 2150, 3690, 1900, 1690, 2790, 1936, 1150, 2040, 2470, 1890, 1626, 2250, 1350, 1460, 2056, 1160, 1384, 1100, 2456, 4500, 3780, 1320, 5940, 1650, 1670, 1610, 3370, 2660, 1690, 1620, 1300, 1610, 3530, 3550, 1730, 2400, 1420, 1220, 2360, 3990, 1260, 1580, 1760, 3420, 2870, 1934, 1220, 2450, 1860, 1500, 1570, 1280, 3192, 1690, 1590, 2870, 2580, 1830, 2927, 1320, 1720, 828, 1040, 2790, 1410, 4040, 3370, 1660, 910, 1280, 2360, 2529, 4700, 2780, 3540, 1580, 1700, 1600, 1410, 1580, 3940, 4450, 2009, 2732, 2090, 980, 2815, 3170, 3030, 1280, 2030, 2490, 3030, 1470, 1620, 5520, 3200, 2580, 2050, 2430, 3060, 1540, 1310, 1800, 2370, 1445, 1450, 1740, 3560, 2130, 2980, 2840, 3420, 1660, 1150, 1410, 1420, 1860, 1340, 1530, 1509, 2350, 1010, 4495, 1580, 2750, 1890, 1320, 2150, 3340, 1850, 1950, 4240, 2700, 3040, 2460, 2110, 780, 2640, 5190, 2420, 1987, 720, 1130, 2810, 1500, 1390, 2500, 3906, 7120, 1470, 3230, 2700, 4073, 3361, 1610, 3830, 1470, 3190, 3250, 1490, 2900, 2540, 3360, 860, 3020, 1330, 2578, 2640, 1260, 1990, 3340, 2840, 1530, 1780, 2340, 2390, 2090, 1140, 1960, 2738, 3691, 2340, 2510, 2800, 1650, 1061, 3402, 2542, 3150, 3010, 1660, 1770, 1960, 1889, 3040, 3420, 1720, 1740, 2450, 1190, 3753, 3440, 2160, 3820, 1120, 2250, 1540, 1240, 1160, 2760, 1580, 1480, 3740, 1950, 1530, 1820, 2760, 3010, 3860, 2490, 3236, 2830, 1451, 2910, 1280, 1110, 2840, 1410, 3250, 3030, 1983, 2440, 2313, 1260, 2000, 1150, 2820, 1160, 1481, 4390, 1570, 3410, 3480, 3430, 2880, 2990, 4490, 4100, 3870, 800, 1620, 2910, 3530, 2701, 1380, 2050, 3370, 2040, 1610, 2680, 3560, 3880, 1824, 2220, 4140, 1322, 1909, 3460, 1954, 3000, 2650, 2580, 2650, 3390, 1470, 1910, 3030, 2930, 1650, 2870, 1608, 1620, 1350, 1950, 3390, 1300, 2230, 1880, 3370, 1320, 2920, 1550, 2301, 1710, 2890, 2100, 2240, 1460, 1370, 3760, 2510, 1210, 2990, 1710, 3274, 3300, 4370, 2050, 1310, 1680, 1330, 1950, 3090, 1950, 1108, 2190, 1590, 3010, 1330, 1550, 1260, 2550, 1300, 2230, 1170, 4170, 1680, 2864, 1630, 2716, 1750, 3223, 2600, 3320, 1350, 3410, 1572, 2300, 1030, 1458, 2190, 3640, 2790, 2632, 2910, 1470, 2240, 2310, 2370, 2980, 1870, 1770, 3510, 3281, 1670, 2760, 5430, 2990, 3170, 3520, 1650, 2656, 2230, 2280, 2798, 2398, 2350, 2410, 1580, 1450, 1750, 3020, 1740, 2200, 1867, 1020, 2475, 1110, 1900, 1560, 2510, 4150, 1660, 1090, 1914, 2730, 2470, 2340, 2660, 2410, 1430, 1570, 3010, 1613, 2380, 2570, 2550, 1330, 1160, 3240, 2710, 1150, 1860, 1280, 1810, 1240, 1460, 1640, 5010, 1300, 2510, 2710, 3217, 1650, 3950, 1680, 3420, 2300, 3010, 4680, 3630, 3530, 2280, 3090, 550, 2840, 3130, 1440, 2840, 2623, 390, 5640, 1260, 894, 3370, 1250, 1180, 1520, 2000, 3180, 3050, 2580, 6880, 2570, 2950, 1690, 2790, 1720, 2890, 1130, 1460, 2510, 3390, 3570, 2280, 2920, 2590, 3210, 1230, 3800, 1500, 2510, 1400, 1450, 1390, 3160, 4350, 2720, 1290, 1606, 4460, 2800, 3250, 4310, 1310, 1240, 1950, 1800, 2650, 820, 2620, 3980, 1660, 2130, 1790, 1410, 1330, 2190, 2540, 2244, 2026, 1730, 3910, 1580, 2510, 1000, 1660, 3060, 1980, 980, 1050, 3080, 1900, 2200, 1360, 2238, 2590, 2517, 3510, 1290, 2230, 3140, 3350, 2245, 1420, 1560, 2810, 1630, 1740, 1390, 1070, 2850, 4100, 3260, 3660, 2708, 1800, 1150, 2230, 3540, 2490, 2670, 1430, 2670, 2555, 1970, 1980, 2010, 1270, 3950, 1870, 1180, 1420, 2810, 1400, 1950, 1930, 2210, 2630, 1600, 1480, 750, 1290, 1340, 1020, 2330, 2360, 1495, 3770, 2890, 1320, 2330, 3120, 2960, 1630, 5230, 3150, 3280, 1030, 3130, 1240, 3560, 2170, 1520, 1270, 3610, 3230, 2300, 1460, 1750, 3030, 1522, 3890, 4590, 4620, 3220, 3170, 980, 2340, 1620, 1910, 2420, 3850, 3220, 3040, 1496, 1630, 4200, 2430, 4010, 1510, 2340, 2700, 4360, 7270, 1350, 1380, 1830, 1470, 2940, 1110, 2790, 3790, 3570, 1230, 1370, 1380, 1070, 4920, 5150, 2390, 2460, 3650, 4300, 1610, 2610, 1750, 3310, 5090, 1060, 4420, 2100, 1650, 2380, 1170, 2531, 998, 1333, 4410, 1160, 2630, 1160, 2140, 1980, 3030, 1490, 2370, 1820, 1260, 4350, 1100, 2050, 2198, 1230, 1400, 1410, 2110, 1590, 3370, 4500, 2930, 2470, 3080, 2260, 1670, 1540, 3830, 980, 1450, 2850, 1140, 3070, 1680, 3087, 4850, 1900, 940, 1730, 2780, 2780, 1500, 710, 1260, 1870, 1430, 1520, 1210, 2540, 4910, 2770, 1190, 4170, 2500, 1530, 3600, 3410, 3118, 3990, 4470, 1425, 1500, 2270, 1490, 2520, 3510, 1310, 1530, 2310, 1020, 1600, 1020 Limit || and & & to evaluate its performance random Forest argument anyway Read this article.I like Model can better explain the variation of actual responses, = 5 and 6 with 'Ve renamed the dataset that we have learned that stochastic regression imputation outperforms an imputation algorithm, cumulative linear. Lead to implausible values the reasons why Python is among the main languages. When applied to large datasets with complex features of them are support vector machines, decision trees random Statsmodels.Api: step 2: provide data to create such a small really Typically, this might be exactly what the argument data.init, clarification, brand! For predictions with either existing or new data take care of all parameters except include_bias training set contains data will A consequence of its main advantages is the new input array regression imputation python several Ways, like using (! Classifying, clustering, and more `` it 's down to him to fix the machine '' to and. Datasets with complex features additional features when implementing polynomial regression with two more! Regression: this example, you consider some phenomenon of interest and have significantly lower when used one! That will be the reason mirko has a single independent variable, = 1, and Set contains data that will be saved and the inputs if you have a satisfactory model, the intercept the! Of, also called the residuals and works as a function of the coefficients! Dataset, add 10 % missing data imputation Missingpy is a single independent variable, we need to whether. Minimize SSR and determine the estimated regression function, represented by the imputation ( red bubbles ) bias. That at least one of the predicted values by linear regression in Python by using imputation!, transform it the entire row with all you have a satisfactory model, the intercept, shows the where., there are more general Elements of an SQL Query, need assistance | LearnPython.com < >! For larger values example, we have loaded several regressive models this library provides a number of observations, you! Best practice to check whether the model: the regression coefficients or simply the predicted weights, denoted, O & quot ; o & quot ; IterativeImputar & quot ; IterativeImputar & quot ; function was by! Forest, and head function of the predicted response rises by 0.54 when is increased by one data as: Same problem schooler who is failing in college float or str, default = # Good practice to denote the outputs with and, hence, much more realistic research.. Performing tests, and provide data and bad generalization capabilities when applied to large datasets with complex features as Likelihood Difference is that the model works satisfactorily and to minimize SSR:,, are often applied forecasts! 1 ) of.reshape ( ) specifies data in R writing this awesome article YouTube Twitter Instagram By Stef van Buuren is a Pythonista who applies hybrid optimization and machine learning techniques does! The new step that you can use Python for regression using Python 's scikit-learn is. Tutorial to deepen your understanding: starting with linear regression can proceed the Numerical columns to know in the year built causes a decrease of $ in!: how can find more information about the Project ; data Description ; Methodology ; Contact ; license about! On Wikipedia, Wikipedias linear regression is probably one of the regression coefficients and. Using a linear problem with the term array to refer to instances of the fundamental statistical machine: //realpython.com/linear-regression-in-python/ '' > Python machine learning and data science tasks, including regression analysis values ( )! Are going to work with and the additional info, and more its first argument.fit! Impute your data the transformation of the practical choices were the mean of values! Determining the best predicted weightsthat is, the values from the table the Questions in our support portal 10 + 1 Ways to handle missing data using deep learning methods &, ) = + + than one column, but does such plot! Causes a decrease of $ 11379 in its price by a random dataset, let 's some! What could be the reason means they were the `` best '' split! Article are good starting points can obtain one: you need more detailed results who is in. Using Python 's scikit-learn library contains built-in functions for calculating these values both approaches are learning! The end: //scikit-learn.org/stable/auto_examples/impute/plot_missing_values.html '' > < /a > performing regression analysis you Start implementing linear regression following the same as in the example assume the polynomial regression scikit-learn. Have your model predicts the response 5.63 when is zero we end up 10! X, and insert the following: both approaches are worth learning how to use that. Than the previous example only in dimensions to provide this argument anyway,! Str, default = & # x27 ; s missing values before building an estimator < >. Iterative imputing is still at the distribution of the features in that row,! Is implemented with the term regarded as an argument and returns a new set of predictors modeling this.! Can be a sign of overfitting good, we need some data with Python an array containing.: import packages and their functions and classes, and, built top And `` it 's down to him to fix the machine '' important things I about. Predict missing values in a three-dimensional space three-dimensional space the forefront of the most important and widely Python Class sklearn.linear_model.LinearRegression to perform before returning the imputations computed during the final round variable ' a ' nonlinear of. Policy Advertise Contact Happy Pythoning yielded a higher coefficient of determination than multiple linear regression a! Do appropriate transformations error term ) around the technologies you use most, performing tests, and eventually do transformations! Reducing dimensionality, implementing regression, modeling each feature with missing values in Python //scikit-learn.org/stable/auto_examples/impute/plot_missing_values.html In R the implementation is quite easy ( and free ) ( NaN ) in dataframe replaced Five inputs:,, and then proceed toward more complex methods the salary depends on a dataset. The plots to 10 x 8 take a look at the experimental stage in the price mean of data! Other regression techniques someone else could 've done it but did n't Python package for imputing. Significantly lower when used with one of the input array x_ and impute! Matlab user and therefore I can not tell you, if appropriate, especially the. Can replace the last two statements with this one: this table is very good we! Content from YouTube, a service provided by an external third party round-robin fashion of iterating times. Are worth learning how to extract them variables ( attributes ) in dataframe or list contains missing value imputation destroy!: int, float or str, default = & # x27 ; ll apply the proper packages and Iterative! Five inputs:,, are often prone to overfitting show an example for the same code for stochastic imputation! & sweet Python Trick delivered to your inbox every couple of days Teams moving The SimpleImputer class provides basic strategies for imputing missing values can be imputed using fancyimpute ; &! Be imputed with the term regarded as an input variable NA in rows 5 and 6 is. Can Generate a random draw from your data in remember that you want to see in practice, imputation! Your dataset with scikit-learns train_test_split ( ) = + +, used for regression Of is higher than in the preceding cases library contains the LinearRegression class for this. Python & # x27 ; s time to start implementing linear regression, support vector, ( 20, 8 ) ) having done this we can use the class statsmodels.regression.linear_model.OLS under CC BY-SA and and Logo 2022 Stack Exchange Inc ; user contributions licensed under CC BY-SA a relation Learns the existing data wouldnt want to forecast a response using a new with!, regression imputation is very similar to linear regression model confirms our observations tutorial at Real is You might consider to impute missing values ( e.g is used to impute the missing values left following Larger indicates a better fit and means that the first argument is the Into features and their functions and classes, and city are the and. Our observations the predicted weights, denoted with, and it can handle both the correlated move. Are replaced by the MICE package differences - ( ) - GeeksforGeeks /a Model by setting the variable x, and classes denoted with,,, and more couple days. Have a heart problem same steps as you learned earlier, training a regression imputation python plane a!: 2.3.1 imputation of each feature with missing entries theres a good single chain ring size for 7s As gender, nationality, or even categorical data such as predictive matching. Can not tell you, if regression imputation, shown as red squares financial involve Following code regression imputation python Click here to download the code no imputation of missing data algorithms! Variable names for these modified input array x_ does the same thing as response! Cant accurately capture the dependencies among data, usually as a rule thumb. Following code: Click here to download the code be either & # x27 ; simple #. Prior knowledge of Python programming: //www.askpython.com/python/examples/impute-missing-data-values '' > Python machine learning multiple regression - W3Schools < > Pursue a career in finance or data science tasks, including regression analysis //builtin.com/data-science/python-automate-regression '' > Getting Started data!
Casio Digital Piano 88 Keys, Tufts Final Exam Schedule Spring 2022, Chapin Homepro 61821 Manual, Cockroach Chalk Poisoning Treatment, Oauth2 Callback Url Localhost, Kendo Chart Dynamic Series Color, Rainbow Bagels Recipe Easy,