diff --git "a/credit_card_default.csv" "b/credit_card_default.csv"
new file mode 100644--- /dev/null
+++ "b/credit_card_default.csv"
@@ -0,0 +1,2966 @@
+limit_balance,sex,education_level,marital_status,age,pay_0,pay_2,pay_3,pay_4,pay_5,pay_6,bill_amt_1,bill_amt_2,bill_amt_3,bill_amt_4,bill_amt_5,bill_amt_6,pay_amt_1,pay_amt_2,pay_amt_3,pay_amt_4,pay_amt_5,pay_amt_6,default_payment_next_month
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+160000,1,1,1,42,0,0,0,0,0,3,69896,71971,73996,75065,82472,80984,3810,3831,2900,8800,0,0,0
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+380000,1,1,1,46,0,0,0,0,0,-1,141102,84229,28749,14258,7594,190628,5034,2071,29,72,190710,30052,0
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+70000,1,1,2,24,0,0,0,0,0,-1,12109,15328,16854,16741,15154,6060,5328,4000,3000,3007,6060,5133,0
+320000,1,1,2,36,0,0,0,0,0,-1,146201,129311,112151,84218,76058,24068,5465,3137,52,2384,25094,30011,0
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+220000,1,1,1,48,2,0,0,0,0,0,210380,213522,201852,169115,172169,162402,10000,9020,6000,5500,6000,5500,1
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+90000,1,1,1,38,2,0,0,0,0,0,88937,87866,87343,89786,67803,69324,3103,3500,4200,2426,2613,3000,1
+350000,1,1,2,42,2,0,0,0,0,0,320982,322788,272799,117867,117518,119718,12618,11127,4327,4261,4150,4153,1
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+100000,1,1,2,30,2,0,0,0,0,0,53718,55851,56424,57584,58957,60317,3000,2100,2100,2300,2500,2500,0
+50000,1,1,2,36,2,2,0,0,0,0,45960,44883,40820,33545,46832,24101,0,1973,1784,845,1750,1010,1
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+50000,1,1,2,27,2,2,0,0,0,0,51042,48878,47884,29506,3672,8346,0,2354,1410,1500,4900,700,1
+90000,1,1,1,34,2,0,0,0,0,0,54933,55460,56599,58155,60058,61250,2009,2057,2500,3000,2189,2282,1
+300000,1,1,2,32,2,0,0,0,0,0,255299,255607,258394,261024,260672,263894,9106,11000,11009,10000,10000,10000,1
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+230000,2,1,1,30,2,0,0,0,0,0,63064,62725,61465,57637,58172,57560,2800,2158,2610,2022,2064,2038,1
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+100000,2,1,2,28,2,0,0,0,0,0,96193,82342,81967,82177,78840,79261,3600,3800,3000,3000,3023,3000,1
+90000,2,1,2,27,2,2,0,0,0,0,28206,27459,28514,29733,30138,33248,0,1800,2000,1200,3600,0,1
+50000,1,1,2,37,2,0,0,0,0,2,11533,12951,22339,22669,24121,23540,1612,10000,1000,1820,0,696,0
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+200000,2,1,2,40,2,2,0,0,0,2,185696,181236,185410,189069,197736,183299,0,8600,8300,13257,917,7000,1
+390000,2,1,2,27,2,2,0,0,0,2,393415,379486,375899,374302,395430,384825,0,16000,15000,29000,0,12000,1
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+50000,1,1,2,23,1,2,0,0,0,0,47201,47548,48402,28331,29174,29739,1400,1800,1100,1300,1200,1100,0
+310000,1,1,1,39,1,-1,0,0,0,0,166517,18901,19781,22432,24058,25646,150000,1500,3000,2000,2000,3000,0
+50000,1,1,2,40,1,2,0,0,0,0,25667,26441,27213,28521,28458,29053,1500,1500,1771,1500,1053,1093,0
+390000,2,1,1,40,1,-1,0,0,0,0,30245,227123,211996,210100,206462,203201,236533,38142,15152,38097,23080,15055,0
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+180000,2,1,1,29,1,2,0,0,0,0,36537,35655,37767,39065,41967,43189,0,3000,2000,3500,3500,5900,0
+210000,2,1,2,30,1,2,0,0,0,0,73903,72153,73634,75095,76886,78604,0,2674,2687,3000,3000,3000,0
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+280000,1,1,1,28,1,2,0,0,0,2,285249,276229,277026,280771,270992,111885,5,10031,10021,7111,34,171574,0
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+200000,1,1,1,31,-1,0,0,0,0,0,58008,72062,72912,80819,84186,83710,20000,20000,10000,20000,10000,10000,0
+100000,1,1,2,24,-1,0,0,0,0,0,33921,34920,36030,37173,35875,36263,1563,1673,1816,1213,1248,1212,0
+500000,1,1,2,32,-1,0,0,0,0,0,386405,387910,293177,274539,253443,253671,25016,20018,10000,79377,52778,10000,0
+50000,1,1,2,26,-1,0,0,0,0,0,18017,18561,19204,19588,20024,18694,1629,1272,656,706,954,700,0
+150000,1,1,2,29,-1,-1,0,0,0,0,1934,12166,15378,6832,10164,0,12170,8200,0,8160,0,0,0
+160000,1,1,1,30,-1,0,0,0,0,0,16754,44946,40453,40951,40709,35569,40453,2002,1500,2000,1000,6443,0
+80000,1,1,2,40,-1,-1,0,0,0,0,1068,37102,38112,40079,41040,42994,37200,2000,3000,2000,3000,2000,0
+120000,1,1,2,28,-1,0,0,0,0,0,8922,43070,47023,53576,57529,61392,35000,5000,8000,5000,5000,4000,1
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+380000,2,1,2,34,-1,0,0,0,0,0,25079,119811,22384,115548,164296,72084,100000,12384,100000,50000,20000,52500,0
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+320000,1,1,2,28,-1,0,0,-1,0,0,2007,3477,3037,1633,3633,0,2000,1000,1633,2000,0,3000,0
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+50000,1,2,1,41,0,0,0,0,0,0,45422,46291,16118,14237,14381,16026,1916,1243,1492,636,2000,2000,0
+410000,1,2,1,45,0,0,0,0,0,0,278405,285415,279484,274639,281158,288051,13000,10515,9884,11000,11425,11700,0
+210000,1,2,1,37,0,0,0,0,0,0,41030,40120,51591,67772,71846,68876,3012,15065,30002,5023,2149,3041,0
+260000,1,2,1,34,0,0,0,0,0,0,186189,176135,130369,68014,68529,69741,6203,5704,2411,2412,3100,3600,1
+300000,1,2,1,41,0,0,0,0,0,0,163033,140472,96234,64482,100558,76056,5505,5000,3000,95000,4000,3500,0
+20000,1,2,1,25,0,0,0,0,0,0,14447,15455,17562,17322,17119,17350,1552,2659,1419,606,500,1000,0
+240000,1,2,1,31,0,0,0,0,0,0,168376,172809,176012,179175,180809,184383,7648,7900,8000,6500,6900,7000,0
+80000,1,2,1,40,0,0,0,0,0,0,64120,63656,63023,60237,60263,59180,2438,3000,2100,2200,2400,2200,1
+150000,1,2,1,43,0,0,0,0,0,0,153249,154049,156523,159653,162866,157759,7900,6500,5700,5700,5700,5334,0
+280000,1,2,1,43,0,0,0,0,0,0,149803,131171,132165,133948,133070,135089,6150,6256,6275,5012,5363,4000,0
+20000,1,2,1,34,0,0,0,0,0,0,2799,2164,1854,3296,3435,4435,2005,1200,1500,300,1000,95,0
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+50000,1,2,1,38,0,0,0,0,0,0,25809,14888,20803,18395,18386,18420,2000,20000,700,665,727,505,0
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+350000,1,2,1,39,0,0,0,0,0,0,179189,173622,171127,173283,169815,163058,6695,6958,6669,5596,5676,5487,0
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+210000,1,2,1,30,0,0,0,0,0,0,32903,33275,34174,34141,34456,34737,1600,1846,1209,1248,1247,1212,1
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+50000,1,2,1,55,0,0,0,0,0,0,50528,50541,49345,20238,18646,19034,2100,1305,1201,663,684,652,0
+50000,1,2,1,27,0,0,0,0,0,0,46806,46176,47151,47251,20515,19404,2000,5300,1500,1100,1000,1000,0
+60000,1,2,1,39,0,0,0,0,0,0,59929,35338,22856,22122,19531,16594,2110,2000,200,467,500,4100,0
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+80000,1,2,1,32,0,0,0,0,0,0,81249,81117,81140,80567,59560,40390,3000,3300,2602,1800,1432,1520,0
+140000,1,2,2,62,0,0,0,0,0,0,143107,138581,123491,118886,117059,117405,4839,5000,5000,7500,7000,5029,0
+140000,1,2,2,44,0,0,0,0,0,0,129301,129885,131886,133105,78607,78773,6104,7000,5518,2933,3100,3502,0
+30000,1,2,2,47,0,0,0,0,0,0,29554,28893,29537,30087,17534,15145,1895,1539,1089,718,400,5000,0
+100000,1,2,2,25,0,0,0,0,0,0,86098,85014,86735,87321,82289,83850,3200,3155,3504,3001,3301,2839,0
+160000,1,2,2,37,0,0,0,0,0,0,119165,118392,117553,113256,112678,111924,6008,6011,3606,3803,4003,3311,0
+50000,1,2,2,41,0,0,0,0,0,0,45284,43951,47169,19096,19652,18889,1844,4562,667,847,700,655,0
+50000,1,2,2,26,0,0,0,0,0,0,48221,49629,48868,49668,49780,49980,2571,1200,1000,40000,1000,0,0
+50000,1,2,2,56,0,0,0,0,0,0,48025,49128,49348,44932,19559,18859,1884,1997,1943,693,683,680,0
+110000,1,2,2,41,0,0,0,0,0,0,120767,133593,125852,118254,120537,112021,24800,4400,4300,4205,4500,4304,0
+50000,1,2,2,29,0,0,0,0,0,0,49276,35100,32563,27823,29130,28309,1602,1400,3000,3130,1062,6318,0
+180000,1,2,2,25,0,0,0,0,0,0,12891,14275,15737,16603,17395,17182,1600,2000,1500,1003,1003,1006,0
+260000,1,2,2,32,0,0,0,0,0,0,170276,164617,150188,138975,134225,128321,6200,6000,6000,5006,5006,6006,1
+50000,1,2,2,42,0,0,0,0,0,0,39236,39729,27068,28604,28199,58428,2094,1451,1987,1039,1500,1200,1
+300000,1,2,2,31,0,0,0,0,0,0,285038,291480,298378,131103,128742,124882,12507,15056,5027,5007,5063,3039,0
+250000,1,2,2,26,0,0,0,0,0,0,115497,114716,117212,112623,110178,108176,3835,4068,3859,3597,3822,3825,0
+360000,1,2,2,29,0,0,0,0,0,0,268112,263368,259969,255832,245462,250244,9429,8738,7017,7154,7073,7300,0
+500000,1,2,2,33,0,0,0,0,0,0,134503,114682,124240,131006,137911,119343,20031,20029,20058,20127,10000,10027,0
+50000,1,2,2,39,0,0,0,0,0,0,26813,22999,17485,10588,8368,940,1708,1454,289,1508,1042,0,0
+240000,1,2,2,26,0,0,0,0,0,0,161766,166147,169882,173246,177112,187951,7000,6500,6183,6640,14000,0,0
+100000,1,2,2,27,0,0,0,0,0,0,82609,81989,82466,78234,75615,76849,3106,3000,2805,2739,3085,2958,0
+50000,1,2,2,26,0,0,0,0,0,0,47052,47874,40933,16603,16932,17287,1728,2856,1276,605,627,633,0
+130000,1,2,2,29,0,0,0,0,0,0,58299,59352,51420,48140,34893,33986,2626,8585,1620,698,725,843,0
+110000,1,2,2,24,0,0,0,0,0,0,44737,39590,39457,39075,39307,39564,2103,2005,2006,3006,3010,2013,1
+50000,1,2,2,41,0,0,0,0,0,0,39369,40710,42736,43751,44619,45900,2000,3000,1729,1597,2000,1709,0
+80000,1,2,2,24,0,0,0,0,0,0,35926,32813,22638,18805,6058,0,5041,4238,5051,3118,0,0,0
+130000,1,2,2,27,0,0,0,0,0,0,116646,113851,110317,108099,106028,104253,5578,4000,3863,3831,4136,5385,0
+30000,1,2,2,39,0,0,0,0,0,0,28708,28285,26702,20115,18426,18013,1514,1278,671,870,879,0,0
+130000,1,2,2,37,0,0,0,0,0,0,117471,104341,96395,82476,84205,84162,3857,3734,2924,3029,3009,3116,0
+280000,1,2,2,31,0,0,0,0,0,0,136798,129735,118249,115422,114694,113047,4528,4340,3994,3968,4068,3966,0
+260000,1,2,2,34,0,0,0,0,0,0,32324,24103,20158,12619,176498,172274,1503,2260,3030,170039,6227,6052,0
+340000,1,2,2,30,0,0,0,0,0,0,233770,216978,181217,172862,171353,170048,8100,8000,6102,6628,6517,4500,1
+30000,1,2,2,28,0,0,0,0,0,0,25198,25988,27107,27450,29193,27372,1500,1600,1000,2100,1400,500,0
+350000,1,2,2,36,0,0,0,0,0,0,15061,23719,36582,40452,15203,20596,10000,16000,6000,314,10000,7000,0
+50000,1,2,2,27,0,0,0,0,0,0,49321,47912,39421,40165,41198,43766,1700,2000,1700,1700,3400,1000,0
+240000,1,2,2,29,0,0,0,0,0,0,243774,242529,242079,243114,213930,219009,8891,12350,15969,7968,8700,17500,0
+50000,1,2,2,32,0,0,0,0,0,0,48536,41045,41532,18646,19183,19214,3030,2124,646,828,1097,612,0
+50000,1,2,2,43,0,0,0,0,0,0,29308,20491,20846,20247,19551,18617,2000,1340,1298,827,676,707,1
+360000,1,2,2,31,0,0,0,0,0,0,281600,281178,265549,244053,239088,193401,14128,11208,6554,7248,7122,6144,1
+100000,1,2,2,22,0,0,0,0,0,0,35986,36663,36218,38044,37222,37740,2548,2625,2451,890,1056,912,0
+90000,1,2,2,52,0,0,0,0,0,0,87186,87526,88924,88735,87521,85699,3505,3962,2909,3107,3127,3032,0
+240000,1,2,2,43,0,0,0,0,0,0,236238,225318,202513,198720,192574,195682,8763,7539,8267,7012,8010,8499,0
+100000,1,2,2,37,0,0,0,0,0,0,99209,98222,67185,66926,66796,64513,3490,2332,2314,2365,2497,2305,0
+50000,1,2,2,44,0,0,0,0,0,0,49120,50823,49844,20239,20241,19921,2504,1590,701,803,1000,671,0
+50000,1,2,2,24,0,0,0,0,0,0,49076,48923,49158,19270,18776,19167,2063,1298,700,800,815,237,0
+50000,1,2,2,26,0,0,0,0,0,0,47169,48197,47738,47676,46694,47807,1804,1746,1681,1695,1890,4005,0
+200000,1,2,2,39,0,0,0,0,0,0,15138,16396,6989,6619,7362,7252,1513,1106,335,845,1513,413,0
+100000,1,2,2,27,0,0,0,0,0,0,10458,9899,6618,3895,4037,12959,2500,1162,3000,159,11845,200,0
+150000,1,2,2,28,0,0,0,0,0,0,79426,71364,71219,56277,54231,55243,3003,2503,1880,1875,2666,1396,1
+150000,1,2,2,26,0,0,0,0,0,0,10111,9847,10870,12189,12836,13828,1158,1181,1500,836,1200,2000,0
+60000,1,2,2,49,0,0,0,0,0,0,81411,52017,35423,24023,20175,16137,38709,1609,661,656,1000,5000,0
+20000,1,2,2,38,0,0,0,0,0,0,16465,18470,18877,19604,19800,0,3000,1473,1200,396,0,0,0
+150000,1,2,2,27,0,0,0,0,0,0,9489,11757,12438,14240,15288,-1000,2500,1202,3000,1048,0,23799,0
+50000,1,2,2,40,0,0,0,0,0,0,40561,97214,48890,8694,8876,9052,18280,2284,311,322,323,334,0
+10000,1,2,2,22,0,0,0,0,0,0,8602,8728,9721,9609,9503,9771,1158,1151,339,344,425,195,1
+490000,1,2,2,42,0,0,0,0,0,0,455520,464727,477884,488808,427064,436172,16100,20000,19000,16000,16000,15000,0
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+460000,2,2,1,40,0,0,0,0,0,0,133102,126956,126758,121857,122830,90219,5015,5032,4407,4040,3001,3109,0
+150000,2,2,1,35,0,0,0,0,0,0,102007,93116,84302,74986,67369,60434,5000,5045,2563,3006,3000,2218,1
+50000,2,2,1,37,0,0,0,0,0,0,51734,51665,51105,47494,31375,30781,2003,1680,1860,1061,1392,8000,0
+110000,2,2,1,34,0,0,0,0,0,0,18328,19385,20400,20729,21465,21740,1300,1280,600,1005,709,732,0
+80000,2,2,1,36,0,0,0,0,0,0,77998,77452,74773,76908,77068,78434,3700,3500,4000,3200,4000,2700,0
+300000,2,2,1,27,0,0,0,0,0,0,286321,283547,578971,293063,296677,230338,20000,12003,10524,11238,8814,9463,1
+210000,2,2,1,35,0,0,0,0,0,0,37148,35754,34232,32331,30337,28012,2000,2000,2444,1342,1038,2000,0
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+60000,2,2,1,37,0,0,0,0,0,0,38670,37606,35189,31373,28455,26598,1606,1674,1420,937,1006,1039,0
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+210000,2,2,1,44,0,0,0,0,0,0,88309,89755,90031,70660,71172,71844,4500,3600,3100,2900,2600,2700,0
+380000,2,2,1,45,0,0,0,0,0,0,220208,225537,230898,237118,240452,245499,9000,9000,10068,8768,9087,9133,0
+80000,2,2,1,27,0,0,0,0,0,0,77039,78746,79757,40498,29212,29621,2984,2449,1612,798,1307,359,1
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+80000,2,2,1,49,0,0,0,0,0,0,83888,83503,82265,81974,81253,78343,3900,3000,3500,3200,3800,3300,0
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+360000,2,2,1,36,0,0,0,0,0,0,16557,18369,20067,48307,12918,12375,3000,2000,29079,1066,1000,1000,0
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+380000,2,2,1,44,0,0,0,0,0,0,268755,270405,258979,261213,264550,163860,11035,10009,11003,10500,7500,7505,0
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+350000,2,2,2,33,0,0,0,0,0,0,293303,338272,177483,182381,194678,215024,50070,10000,8000,15036,30050,8110,0
+150000,2,2,2,26,0,0,0,0,0,0,153070,149027,151632,151855,150713,148958,6000,6000,7000,5480,5400,5300,0
+500000,2,2,2,37,0,0,0,0,0,0,51652,29550,33040,30757,35559,38981,5300,4000,3000,5300,5000,5000,0
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+420000,2,2,2,32,0,0,0,0,0,0,211688,205003,203118,198925,175684,164037,7300,8839,8000,5900,6000,6000,0
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+290000,2,2,2,41,0,0,0,0,0,0,286391,140960,112394,113459,123967,131735,10000,5620,10000,20000,10000,10000,0
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+200000,2,2,2,31,0,0,0,0,0,0,101431,102604,125731,120465,118759,119378,5000,30000,5809,4002,4500,4100,0
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+50000,2,2,2,35,0,0,0,0,0,0,13517,14536,15694,16431,17056,17581,1550,1700,1300,900,800,800,0
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+110000,2,2,2,36,0,0,0,0,0,0,47819,48947,50330,50894,52175,53652,2200,2500,2000,2100,2500,2200,0
+140000,2,2,2,29,0,0,0,0,0,0,141740,138128,128812,131374,135353,137238,7001,4700,4706,6100,5300,4806,0
+30000,2,2,2,23,0,0,0,0,0,0,27141,25125,27835,24743,28020,25607,3000,5000,1000,20000,3000,8000,0
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+210000,2,2,2,44,0,0,0,0,0,0,308361,314507,320167,327871,34285,30900,9408,10300,11642,1602,1500,0,1
+120000,2,2,2,30,0,0,0,0,0,0,110612,114323,116835,118053,119047,119641,5555,5847,5800,4445,4700,4500,0
+60000,2,2,2,25,0,0,0,0,0,0,36081,37194,38116,39902,58737,56902,2500,2000,3000,20000,3000,2000,0
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+350000,2,2,2,35,0,0,0,0,0,0,314309,313673,322806,328616,278858,281692,13000,15074,20353,10040,15000,10000,0
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+130000,2,2,2,31,0,0,0,0,0,0,97544,99208,102946,103750,105818,98401,4000,5300,3700,3600,3700,3500,0
+150000,2,2,2,29,0,0,0,0,0,0,84357,86398,64763,66093,62568,63828,2841,3000,1839,1773,1792,1846,0
+300000,2,2,2,35,0,0,0,0,0,0,291619,297268,205629,215827,208464,212508,12019,9006,17000,12000,9557,15000,0
+30000,2,2,2,34,0,0,0,0,0,0,23336,24642,25382,26351,25165,25536,1700,1440,1409,1048,927,932,0
+250000,2,2,2,36,0,0,0,0,0,0,62131,63238,51547,48483,49553,49683,2741,1741,1824,1942,2100,1366,0
+200000,2,2,2,27,0,0,0,0,0,0,125854,127843,131352,130884,132142,118084,4775,6579,4734,4368,4183,4227,0
+140000,2,2,2,26,0,0,0,0,0,0,101551,105246,104781,105334,107699,106828,5366,5087,3605,3894,3785,3304,1
+70000,2,2,2,23,0,0,0,0,0,0,45743,38365,38988,38192,28775,16497,1619,4000,1200,592,330,177,0
+50000,2,2,2,32,0,0,0,0,0,0,36211,28530,20084,18088,18476,20168,1709,2004,7497,671,2000,6100,0
+80000,2,2,2,25,0,0,0,0,0,0,83931,82122,81028,81331,60614,63153,3500,3820,3220,4010,6700,7,0
+30000,2,2,2,26,0,0,0,0,0,0,17893,19012,20123,20222,20796,19844,1411,1522,621,795,715,1000,1
+50000,2,2,2,24,0,0,0,0,0,0,39083,40150,41181,41996,43021,45700,1700,1700,1501,1700,3400,0,1
+100000,2,2,2,25,0,0,0,0,0,0,98349,97473,91096,76371,77162,78084,3600,3000,2700,2800,3000,2800,0
+260000,2,2,2,40,0,0,0,0,0,0,241565,244619,127074,14,124493,128463,13000,6500,0,124479,6000,6500,0
+50000,2,2,2,56,0,0,0,0,0,0,47060,48481,49505,17612,19461,18660,2180,2204,656,2159,678,851,0
+300000,2,2,2,32,0,0,0,0,0,0,114690,117682,120777,123835,127830,130931,4682,4777,4835,5830,4931,5079,0
+20000,2,2,2,22,0,0,0,0,0,0,15247,16561,17280,18431,18341,19569,1575,1294,1596,655,1669,0,1
+340000,2,2,2,32,0,0,0,0,0,0,80174,82761,83636,85282,87070,88828,3871,3136,3014,3123,3168,4855,0
+490000,2,2,2,28,0,0,0,0,0,0,128821,93626,52074,118595,93461,86682,3047,2647,88595,3203,3142,3166,0
+500000,2,2,2,34,0,0,0,0,0,0,175570,141773,132747,94651,73734,62519,8734,40000,3912,2101,34000,32000,0
+500000,2,2,2,27,0,0,0,0,0,0,196931,138247,96888,16476,12534,394163,5188,3417,3000,1276,388071,11700,0
+20000,2,2,2,21,0,0,0,0,0,0,19382,20040,17850,13560,11748,10632,1318,1499,1099,333,2000,2000,0
+130000,2,2,2,44,0,0,0,0,0,0,128854,111896,116183,115034,88163,87388,4000,6097,4085,3007,3028,3000,0
+200000,2,2,2,28,0,0,0,0,0,0,59373,55040,54414,53504,53670,45539,6002,3008,2006,2045,1346,1196,0
+120000,2,2,2,29,0,0,0,0,0,0,114538,117171,115941,116877,117359,117029,6000,5500,4160,4120,4250,4380,0
+20000,2,2,2,30,0,0,0,0,0,0,21302,18842,19370,19355,17155,18660,1300,1800,1106,435,1599,1000,0
+70000,2,2,2,22,0,0,0,0,0,0,53399,49108,49674,44568,31156,30954,1841,2243,1467,1076,1096,1494,0
+50000,2,2,2,24,0,0,0,0,0,0,51261,51493,50136,20287,20281,20027,2600,2000,730,800,900,750,0
+70000,2,2,2,36,0,0,0,0,0,0,68028,67864,59165,29314,28844,29443,3340,2044,1773,1181,1215,1297,1
+420000,2,2,2,31,0,0,0,0,0,0,50771,48196,46932,45546,46369,42651,1862,2010,1700,1622,1520,1316,0
+500000,2,2,2,26,0,0,0,0,0,0,59039,58262,54586,29280,31284,29371,4028,2077,1001,3008,1305,1007,0
+260000,2,2,2,29,0,0,0,0,0,0,193000,149410,138021,98578,84967,83224,5072,4439,3079,3020,3036,4554,0
+190000,2,2,2,27,0,0,0,0,0,0,97136,98767,101452,103471,104083,106359,4418,5452,5471,4083,4359,3697,0
+80000,2,2,2,30,0,0,0,0,0,0,79194,80575,76782,48643,49263,49869,3077,2291,1723,1775,1802,1763,0
+180000,2,2,2,30,0,0,0,0,0,0,23398,14445,15404,19885,22355,22902,1541,1500,4911,10355,10902,3500,0
+140000,2,2,2,35,0,0,0,0,0,0,140387,129846,87849,84455,87287,81423,5509,7124,2866,4033,5954,3120,0
+70000,2,2,2,23,0,0,0,0,0,0,64882,63824,63352,28085,28487,27006,2782,2700,1732,1134,1128,1003,1
+140000,2,2,2,26,0,0,0,0,0,0,140881,136889,140615,78486,48476,50509,8140,8000,4000,1917,3000,3000,0
+440000,2,2,2,26,0,0,0,0,0,0,96190,90462,78267,71795,51812,25064,3513,3017,2037,2019,3010,3004,0
+60000,2,2,2,25,0,0,0,0,0,0,75932,60693,50324,58688,30099,16810,3121,3000,12000,30000,12000,28618,1
+500000,2,2,2,29,0,0,0,0,0,0,455042,364288,261185,215575,174736,118438,12564,10000,6476,5489,5000,5000,0
+50000,2,2,2,51,0,0,0,0,0,0,57595,54503,51217,47919,44593,38475,1996,1804,1664,1560,1370,1335,0
+130000,2,2,2,31,0,0,0,0,0,0,95292,97544,99208,102946,103750,105818,4600,4000,5300,3700,3600,3700,0
+200000,2,2,2,27,0,0,0,0,0,0,108422,106437,109068,112286,77062,0,3900,4345,6000,3950,0,0,0
+240000,2,2,2,41,0,0,0,0,0,0,188983,190556,189914,190434,179424,183299,7106,12014,6075,5900,5900,5500,0
+30000,2,2,2,22,0,0,0,0,0,0,30123,30299,27758,22720,19136,14452,1600,2000,2000,614,924,0,1
+90000,2,2,2,24,0,0,0,0,0,0,84137,85684,87396,67761,65602,65902,3210,3503,2420,2400,2400,2694,0
+60000,2,2,2,28,0,0,0,0,0,0,58204,56930,56616,56749,57504,58296,2030,2083,1983,2200,2500,2200,0
+60000,2,2,2,30,0,0,0,0,0,0,60922,59205,60850,40548,40580,40416,3205,2850,1578,1580,1416,2512,0
+120000,2,2,2,27,0,0,0,0,0,0,15234,8247,9624,20129,10388,13316,1137,1514,1069,278,3000,0,1
+60000,2,2,3,28,0,0,0,0,0,0,34580,15924,18124,28644,18656,15952,1300,2500,1000,1688,1000,1000,0
+140000,2,2,3,30,0,0,0,0,0,0,107060,104629,98453,96149,96500,96550,4598,4333,3381,3637,3645,3440,0
+80000,2,2,1,45,0,0,0,0,0,0,17613,19009,20361,18722,12514,8905,2000,2000,1009,0,2000,0,0
+50000,2,2,1,27,0,0,0,0,0,0,9877,10800,5921,6042,4012,0,1140,1000,121,0,0,10620,0
+50000,2,2,1,32,0,0,0,0,0,0,36062,36345,10529,8337,2475,0,1500,1847,1000,0,0,0,0
+210000,2,2,1,33,0,0,0,0,0,0,7166,7997,8792,9189,4404,5708,1500,1500,1000,500,2000,546,0
+50000,2,2,1,35,0,0,0,0,0,0,40506,41742,43157,14510,14963,16580,5000,3000,2000,500,2000,5000,0
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+60000,1,2,1,41,0,0,0,0,0,-1,48979,41597,29347,19544,11989,9079,5070,1219,1007,8,9381,1156,0
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+70000,2,2,1,47,0,0,0,0,0,-2,136809,118811,52953,53696,11790,12045,3158,10000,2446,11790,430,423,0
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+240000,1,2,1,39,2,0,0,0,0,0,234661,234364,235982,239281,244329,249130,10200,10200,8725,9068,9068,15000,0
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+140000,1,2,2,26,2,0,0,0,0,0,133572,135367,113272,115685,118171,120550,6169,4500,4287,4500,4500,9500,1
+240000,2,2,1,31,2,0,0,0,0,0,71876,72382,72155,72543,73011,73484,3100,2400,2367,2435,2500,3000,1
+80000,2,2,1,28,2,0,0,0,0,0,52062,49884,22348,22063,8723,7254,2158,1708,1411,4,21,220,1
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+130000,2,2,2,26,2,0,0,0,0,0,130535,127155,126264,128318,96428,98156,6000,5200,5000,3500,3622,3920,1
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+170000,2,2,2,27,2,0,0,0,0,0,173577,171480,171794,166637,169021,164531,6500,7100,6100,6000,5600,7700,1
+80000,2,2,2,24,2,0,0,0,0,0,79243,75254,58683,58886,60035,57264,3249,3000,5000,2500,2300,2200,0
+120000,2,2,2,43,2,2,0,0,0,0,124613,121211,120920,47951,41563,36779,0,3507,2000,2500,2000,1500,1
+50000,1,2,1,53,2,0,0,2,0,0,17946,18946,21904,21243,20225,19850,1306,3264,0,846,856,804,0
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