data/subscriber_contracts/train.csv

contract_id,household_id,subscription_type,term_years,contract_start_date,monthly_minimum_payment,flex_rate_per_kwh,escalator_pct,battery_included_flag,vpp_eligible_flag,status,renewal_flag,churn_flag
C-000001,H000001,ppa,20,2024-08-06,139.94,0.0,0.009,True,False,active,False,False
C-000002,H000002,lease,25,2024-10-12,209.03,0.0,0.013,True,True,renewed,True,False
C-000003,H000003,ppa,20,2024-08-27,201.35,0.0,0.003,True,False,active,False,False
C-000004,H000004,ppa,25,2024-07-25,183.6,0.0,0.012,True,True,active,False,False
C-000005,H000005,ppa,10,2024-09-10,87.43,0.0,0.011,False,False,active,False,False
C-000006,H000006,ppa,20,2024-09-23,144.75,0.0,0.026,True,True,active,False,False
C-000007,H000007,loan_like,25,2025-01-20,202.25,0.0,0.001,True,True,active,False,False
C-000008,H000008,subscription_flex,20,2024-12-09,87.64,0.095,0.016,True,True,renewed,True,False
C-000009,H000009,ppa,15,2024-10-03,116.85,0.0,0.015,True,True,active,False,False
C-000010,H000010,subscription_flex,25,2025-01-18,134.97,0.162,0.011,False,False,renewed,True,False
C-000011,H000011,loan_like,25,2024-11-25,143.87,0.0,0.009,True,True,active,False,False
C-000012,H000012,subscription_flex,10,2025-01-02,143.22,0.147,0.027,True,True,renewed,True,False
C-000013,H000013,ppa,25,2024-11-05,142.48,0.0,0.032,True,True,active,False,False
C-000014,H000014,loan_like,10,2024-10-24,144.53,0.0,0.032,True,True,active,False,False
C-000015,H000015,lease,25,2024-09-17,119.01,0.0,0.034,False,False,active,False,False
C-000016,H000016,loan_like,25,2024-10-17,134.25,0.0,0.0,True,True,active,False,False
C-000017,H000017,ppa,10,2025-01-11,114.37,0.0,0.01,True,False,active,False,False
C-000018,H000018,lease,15,2024-11-07,143.82,0.0,0.014,True,True,active,False,False
C-000019,H000019,loan_like,15,2024-08-29,205.12,0.0,0.02,True,True,active,False,False
C-000020,H000020,loan_like,25,2024-12-01,136.19,0.0,0.011,True,False,renewed,True,False
C-000021,H000021,subscription_flex,15,2024-11-07,181.57,0.107,0.026,False,False,active,False,False
C-000022,H000022,lease,25,2024-07-29,198.77,0.0,0.024,True,False,active,False,False
C-000023,H000023,loan_like,25,2024-08-13,169.53,0.0,0.007,True,True,active,False,False
C-000024,H000024,loan_like,10,2024-12-11,118.66,0.0,0.005,True,False,renewed,True,False
C-000025,H000025,ppa,25,2024-10-21,155.74,0.0,0.028,False,False,active,False,False
C-000026,H000026,loan_like,25,2024-10-21,97.5,0.0,0.013,False,False,active,False,False
C-000027,H000027,loan_like,25,2024-12-10,94.99,0.0,0.015,False,False,active,False,False
C-000028,H000028,subscription_flex,15,2024-12-17,139.44,0.086,0.02,True,False,active,False,False
C-000029,H000029,ppa,20,2024-09-10,81.37,0.0,0.002,True,True,active,False,False
C-000030,H000030,ppa,25,2025-02-02,115.3,0.0,0.02,False,False,renewed,True,False
C-000031,H000031,lease,25,2024-11-26,145.17,0.0,0.033,True,False,active,False,False
C-000032,H000032,lease,10,2024-10-04,149.54,0.0,0.005,True,False,renewed,True,False
C-000033,H000033,subscription_flex,10,2024-09-16,196.05,0.096,0.03,False,False,active,False,False
C-000034,H000034,subscription_flex,10,2024-10-12,82.11,0.122,0.02,False,False,active,False,False
C-000035,H000035,ppa,20,2024-12-17,112.03,0.0,0.028,True,True,active,False,False
C-000036,H000036,lease,25,2024-12-15,115.15,0.0,0.032,True,True,active,False,False
C-000037,H000037,loan_like,15,2024-09-14,85.77,0.0,0.033,True,False,active,False,False
C-000038,H000038,subscription_flex,10,2024-11-09,160.92,0.1,0.031,True,True,active,False,False
C-000039,H000039,lease,15,2024-09-22,148.35,0.0,0.03,False,False,active,False,False
C-000040,H000040,ppa,15,2024-12-14,101.44,0.0,0.007,False,False,active,False,False
C-000041,H000041,lease,10,2025-02-01,164.22,0.0,0.03,True,True,active,False,False
C-000042,H000042,subscription_flex,15,2024-12-31,88.68,0.18,0.032,False,False,churned,False,True
C-000043,H000043,subscription_flex,10,2024-09-04,177.77,0.132,0.002,True,True,active,False,False
C-000044,H000044,ppa,20,2024-11-01,172.3,0.0,0.025,True,True,renewed,True,False
C-000045,H000045,loan_like,25,2024-12-13,93.92,0.0,0.005,False,False,renewed,True,False
C-000046,H000046,lease,20,2024-09-04,188.19,0.0,0.023,True,True,active,False,False
C-000047,H000047,subscription_flex,25,2024-10-31,89.0,0.102,0.024,True,True,active,False,False
C-000048,H000048,loan_like,10,2024-09-21,88.66,0.0,0.025,True,True,active,False,False
C-000049,H000049,subscription_flex,20,2025-01-16,102.56,0.107,0.007,True,False,renewed,True,False
C-000050,H000050,ppa,20,2024-11-14,153.95,0.0,0.009,True,True,active,False,False
C-000051,H000051,lease,25,2025-01-16,180.07,0.0,0.01,True,True,active,False,False
C-000052,H000052,subscription_flex,20,2024-10-07,136.68,0.101,0.033,False,False,active,False,False
C-000053,H000053,lease,25,2024-11-14,191.64,0.0,0.014,True,True,active,False,False
C-000054,H000054,subscription_flex,20,2024-10-12,94.27,0.144,0.009,True,False,active,False,False
C-000055,H000055,lease,25,2024-09-20,155.2,0.0,0.003,True,True,active,False,False
C-000056,H000056,ppa,20,2024-07-26,159.07,0.0,0.035,False,False,active,False,False
C-000057,H000057,lease,25,2024-09-08,162.06,0.0,0.011,True,False,renewed,True,False
C-000058,H000058,ppa,25,2024-11-03,173.43,0.0,0.012,False,False,active,False,False
C-000059,H000059,ppa,25,2024-11-21,122.98,0.0,0.008,False,False,active,False,False
C-000060,H000060,ppa,10,2024-08-22,88.46,0.0,0.008,False,False,active,False,False
C-000061,H000061,subscription_flex,10,2025-01-15,177.93,0.14,0.005,False,False,active,False,False
C-000062,H000062,lease,20,2024-08-10,201.81,0.0,0.021,True,False,renewed,True,False
C-000063,H000063,loan_like,15,2025-01-06,119.17,0.0,0.014,True,True,active,False,False
C-000064,H000064,ppa,25,2024-11-29,171.27,0.0,0.024,True,False,renewed,True,False
C-000065,H000065,ppa,25,2024-10-08,172.73,0.0,0.002,True,True,active,False,False
C-000066,H000066,lease,15,2024-12-16,150.05,0.0,0.004,False,False,active,False,False
C-000067,H000067,loan_like,20,2024-10-16,109.62,0.0,0.004,True,False,active,False,False
C-000068,H000068,subscription_flex,20,2024-10-11,114.41,0.182,0.002,True,True,active,False,False
C-000069,H000069,subscription_flex,25,2024-12-03,180.58,0.09,0.002,True,True,active,False,False
C-000070,H000070,ppa,10,2024-12-11,152.92,0.0,0.002,True,False,active,False,False
C-000071,H000071,subscription_flex,10,2024-12-16,195.3,0.16,0.019,True,True,active,False,False
C-000072,H000072,lease,15,2024-10-23,187.03,0.0,0.005,True,False,active,False,False
C-000073,H000073,lease,15,2024-12-04,184.82,0.0,0.015,True,True,churned,False,True
C-000074,H000074,lease,25,2024-09-23,208.29,0.0,0.023,True,True,churned,False,True
C-000075,H000075,subscription_flex,15,2024-12-16,167.12,0.139,0.005,False,False,active,False,False
C-000076,H000076,ppa,10,2024-12-27,85.28,0.0,0.026,True,True,active,False,False
C-000077,H000077,subscription_flex,25,2024-10-13,189.72,0.154,0.027,True,False,active,False,False
C-000078,H000078,lease,15,2024-10-15,164.37,0.0,0.011,True,True,active,False,False
C-000079,H000079,lease,25,2024-12-14,140.62,0.0,0.007,True,True,renewed,True,False
C-000080,H000080,loan_like,20,2024-12-10,83.03,0.0,0.017,False,False,active,False,False
C-000081,H000081,subscription_flex,10,2024-10-07,135.74,0.087,0.032,True,True,active,False,False
C-000082,H000082,lease,10,2024-09-08,94.94,0.0,0.001,True,False,active,False,False
C-000083,H000083,lease,15,2024-08-03,125.01,0.0,0.011,True,True,renewed,True,False
C-000084,H000084,ppa,20,2024-09-07,124.59,0.0,0.017,False,False,active,False,False
C-000085,H000085,loan_like,15,2024-11-27,140.21,0.0,0.016,True,False,active,False,False
C-000086,H000086,lease,15,2025-01-07,164.03,0.0,0.008,True,True,active,False,False
C-000087,H000087,subscription_flex,25,2024-08-20,169.74,0.121,0.031,False,False,active,False,False
C-000088,H000088,subscription_flex,25,2024-09-21,173.58,0.095,0.018,True,True,active,False,False
C-000089,H000089,subscription_flex,25,2024-12-29,189.24,0.137,0.033,True,True,active,False,False
C-000090,H000090,ppa,20,2024-12-10,87.03,0.0,0.008,False,False,active,False,False
C-000091,H000091,subscription_flex,25,2024-10-01,131.09,0.184,0.006,False,False,renewed,True,False
C-000092,H000092,subscription_flex,20,2024-12-15,167.03,0.179,0.015,False,False,active,False,False
C-000093,H000093,ppa,10,2024-08-01,192.91,0.0,0.034,True,True,active,False,False
C-000094,H000094,ppa,10,2024-10-15,167.92,0.0,0.002,False,False,active,False,False
C-000095,H000095,lease,20,2024-11-16,179.73,0.0,0.02,True,True,active,False,False
C-000096,H000096,lease,10,2024-12-26,87.58,0.0,0.033,False,False,active,False,False
C-000097,H000097,subscription_flex,25,2024-10-30,124.09,0.093,0.007,False,False,active,False,False
C-000098,H000098,lease,25,2024-08-26,146.77,0.0,0.001,False,False,churned,False,True
C-000099,H000099,ppa,15,2024-09-16,132.28,0.0,0.023,True,False,active,False,False
C-000100,H000100,subscription_flex,10,2024-12-24,178.47,0.12,0.001,True,True,active,False,False
C-000101,H000101,lease,10,2024-12-07,173.71,0.0,0.019,True,True,active,False,False
C-000102,H000102,loan_like,15,2025-01-05,197.35,0.0,0.006,False,False,active,False,False
C-000103,H000103,ppa,20,2024-10-24,88.06,0.0,0.002,True,True,active,False,False
C-000104,H000104,loan_like,20,2025-02-05,92.05,0.0,0.026,False,False,active,False,False
C-000105,H000105,ppa,20,2024-10-27,111.7,0.0,0.026,True,True,active,False,False
C-000106,H000106,ppa,10,2024-10-09,171.79,0.0,0.021,False,False,active,False,False
C-000107,H000107,lease,10,2024-09-13,163.32,0.0,0.024,True,False,active,False,False
C-000108,H000108,loan_like,25,2025-02-04,102.39,0.0,0.015,True,False,active,False,False
C-000109,H000109,loan_like,10,2024-12-05,181.31,0.0,0.02,True,True,active,False,False
C-000110,H000110,subscription_flex,25,2024-09-21,149.17,0.166,0.016,True,True,active,False,False
C-000111,H000111,ppa,20,2024-12-12,187.96,0.0,0.02,False,False,active,False,False
C-000112,H000112,subscription_flex,15,2024-08-31,95.5,0.155,0.029,True,True,active,False,False
C-000113,H000113,ppa,20,2024-08-08,126.34,0.0,0.014,True,True,active,False,False
C-000114,H000114,ppa,10,2025-01-15,169.04,0.0,0.011,False,False,active,False,False
C-000115,H000115,lease,20,2024-11-11,111.11,0.0,0.015,True,True,active,False,False
C-000116,H000116,ppa,15,2024-12-21,141.05,0.0,0.034,True,False,renewed,True,False
C-000117,H000117,subscription_flex,25,2025-01-12,149.61,0.142,0.035,True,True,active,False,False
C-000118,H000118,lease,20,2024-11-18,113.75,0.0,0.022,False,False,active,False,False
C-000119,H000119,loan_like,15,2024-10-14,199.73,0.0,0.028,True,True,active,False,False
C-000120,H000120,lease,20,2024-10-23,154.84,0.0,0.005,False,False,renewed,True,False
C-000121,H000121,lease,15,2024-10-31,198.29,0.0,0.02,False,False,active,False,False
C-000122,H000122,loan_like,20,2024-12-03,133.85,0.0,0.003,True,False,active,False,False
C-000123,H000123,lease,15,2024-09-08,162.48,0.0,0.007,True,False,active,False,False
C-000124,H000124,ppa,15,2024-12-09,118.11,0.0,0.024,True,True,active,False,False
C-000125,H000125,ppa,10,2024-12-13,113.35,0.0,0.031,True,True,active,False,False
C-000126,H000126,ppa,20,2025-01-04,149.08,0.0,0.004,True,False,renewed,True,False
C-000127,H000127,loan_like,15,2025-02-04,108.88,0.0,0.026,True,True,active,False,False
C-000128,H000128,subscription_flex,20,2024-12-06,111.97,0.102,0.001,True,True,active,False,False
C-000129,H000129,loan_like,15,2024-08-31,141.49,0.0,0.004,True,True,active,False,False
C-000130,H000130,ppa,15,2024-09-10,151.66,0.0,0.011,True,True,active,False,False
C-000131,H000131,subscription_flex,15,2024-10-02,172.39,0.095,0.021,True,True,active,False,False
C-000132,H000132,subscription_flex,25,2024-09-02,179.37,0.178,0.013,False,False,active,False,False
C-000133,H000133,lease,15,2025-01-12,166.39,0.0,0.03,True,False,active,False,False
C-000134,H000134,ppa,25,2024-09-01,128.84,0.0,0.0,False,False,renewed,True,False
C-000135,H000135,subscription_flex,15,2024-08-07,199.9,0.131,0.0,True,True,active,False,False
C-000136,H000136,loan_like,20,2024-09-09,101.49,0.0,0.022,False,False,active,False,False
C-000137,H000137,subscription_flex,20,2024-10-30,91.23,0.138,0.017,True,True,active,False,False
C-000138,H000138,lease,20,2024-08-12,105.91,0.0,0.029,True,True,renewed,True,False
C-000139,H000139,subscription_flex,15,2024-12-17,120.7,0.189,0.033,True,False,renewed,True,False
C-000140,H000140,lease,20,2025-01-01,83.48,0.0,0.021,False,False,active,False,False
C-000141,H000141,ppa,20,2024-11-18,205.58,0.0,0.03,True,False,renewed,True,False
C-000142,H000142,subscription_flex,10,2024-11-29,179.26,0.098,0.018,True,True,churned,False,True
C-000143,H000143,ppa,25,2024-07-20,86.02,0.0,0.007,True,True,active,False,False
C-000144,H000144,lease,20,2025-01-27,110.6,0.0,0.027,False,False,active,False,False
C-000145,H000145,loan_like,25,2024-10-29,162.94,0.0,0.006,True,True,renewed,True,False
C-000146,H000146,ppa,10,2024-11-26,152.89,0.0,0.031,False,False,churned,False,True
C-000147,H000147,lease,20,2024-11-12,166.91,0.0,0.007,False,False,active,False,False
C-000148,H000148,lease,20,2024-08-21,117.35,0.0,0.021,False,False,active,False,False
C-000149,H000149,loan_like,25,2024-11-03,197.26,0.0,0.018,True,True,active,False,False
C-000150,H000150,subscription_flex,20,2024-11-14,139.66,0.188,0.002,True,True,active,False,False
C-000151,H000151,lease,20,2024-08-27,140.03,0.0,0.01,True,False,active,False,False
C-000152,H000152,subscription_flex,20,2025-01-23,173.04,0.108,0.033,True,False,active,False,False
C-000153,H000153,subscription_flex,10,2024-08-18,119.59,0.133,0.007,True,True,active,False,False
C-000154,H000154,lease,10,2024-10-25,172.11,0.0,0.016,True,False,renewed,True,False
C-000155,H000155,ppa,20,2024-09-12,190.32,0.0,0.023,True,True,active,False,False
C-000156,H000156,lease,20,2024-09-30,112.18,0.0,0.014,True,True,active,False,False
C-000157,H000157,subscription_flex,15,2024-08-19,151.09,0.188,0.023,False,False,active,False,False
C-000158,H000158,lease,25,2024-12-09,148.77,0.0,0.002,True,True,active,False,False
C-000159,H000159,lease,10,2024-12-05,79.68,0.0,0.033,False,False,renewed,True,False
C-000160,H000160,ppa,25,2025-01-04,131.25,0.0,0.015,True,True,churned,False,True
C-000161,H000161,ppa,20,2025-01-03,127.4,0.0,0.007,True,True,active,False,False
C-000162,H000162,loan_like,20,2024-10-22,100.09,0.0,0.015,True,False,active,False,False
C-000163,H000163,ppa,20,2024-09-25,117.72,0.0,0.018,False,False,renewed,True,False
C-000164,H000164,subscription_flex,25,2024-10-25,141.7,0.095,0.031,True,True,active,False,False
C-000165,H000165,ppa,15,2024-09-15,97.36,0.0,0.019,True,False,active,False,False
C-000166,H000166,ppa,15,2024-08-03,138.18,0.0,0.019,False,False,active,False,False
C-000167,H000167,subscription_flex,10,2024-08-01,126.94,0.107,0.027,True,False,renewed,True,False
C-000168,H000168,subscription_flex,15,2024-11-23,145.78,0.119,0.006,False,False,active,False,False
C-000169,H000169,lease,10,2024-09-03,137.12,0.0,0.007,False,False,active,False,False
C-000170,H000170,lease,15,2024-11-28,88.06,0.0,0.025,False,False,churned,False,True
C-000171,H000171,subscription_flex,25,2024-11-09,131.65,0.117,0.024,False,False,renewed,True,False
C-000172,H000172,lease,20,2024-12-03,137.54,0.0,0.002,False,False,active,False,False
C-000173,H000173,ppa,15,2025-01-18,88.96,0.0,0.024,True,True,active,False,False
C-000174,H000174,subscription_flex,25,2024-08-25,132.73,0.13,0.017,False,False,renewed,True,False
C-000175,H000175,subscription_flex,25,2024-08-07,163.35,0.185,0.026,True,True,active,False,False
C-000176,H000176,ppa,20,2024-09-03,173.38,0.0,0.009,False,False,active,False,False
C-000177,H000177,ppa,25,2024-10-09,130.19,0.0,0.013,True,True,active,False,False
C-000178,H000178,lease,10,2024-12-13,112.07,0.0,0.032,True,False,active,False,False
C-000179,H000179,lease,20,2024-10-27,177.42,0.0,0.023,True,True,active,False,False
C-000180,H000180,subscription_flex,15,2025-01-06,168.69,0.145,0.028,True,True,active,False,False
C-000181,H000181,ppa,10,2024-08-24,168.83,0.0,0.035,True,True,active,False,False
C-000182,H000182,ppa,25,2024-08-05,207.02,0.0,0.002,False,False,active,False,False
C-000183,H000183,ppa,20,2024-08-04,97.93,0.0,0.029,True,False,renewed,True,False
C-000184,H000184,loan_like,25,2024-07-25,88.23,0.0,0.002,False,False,renewed,True,False
C-000185,H000185,ppa,15,2025-01-26,146.71,0.0,0.03,True,True,renewed,True,False
C-000186,H000186,ppa,20,2024-09-15,160.52,0.0,0.005,True,False,active,False,False
C-000187,H000187,ppa,10,2024-09-09,173.28,0.0,0.031,True,True,renewed,True,False
C-000188,H000188,ppa,15,2025-01-23,210.31,0.0,0.007,True,True,active,False,False
C-000189,H000189,lease,15,2024-10-22,166.06,0.0,0.013,True,True,active,False,False
C-000190,H000190,ppa,20,2025-01-17,192.94,0.0,0.013,True,True,active,False,False
C-000191,H000191,ppa,20,2024-11-04,102.19,0.0,0.022,True,True,renewed,True,False
C-000192,H000192,loan_like,15,2024-09-25,123.3,0.0,0.031,False,False,active,False,False
C-000193,H000193,ppa,25,2024-12-03,201.29,0.0,0.017,False,False,renewed,True,False
C-000194,H000194,lease,10,2024-11-02,146.22,0.0,0.022,True,False,renewed,True,False
C-000195,H000195,subscription_flex,15,2024-08-31,144.95,0.12,0.002,True,False,active,False,False
C-000196,H000196,loan_like,20,2024-09-12,177.17,0.0,0.025,False,False,active,False,False
C-000197,H000197,subscription_flex,10,2024-10-30,165.97,0.186,0.002,True,True,active,False,False
C-000198,H000198,loan_like,10,2025-01-10,124.51,0.0,0.032,False,False,active,False,False
C-000199,H000199,ppa,15,2024-12-26,168.44,0.0,0.01,True,True,active,False,False
C-000200,H000200,ppa,10,2024-11-10,119.6,0.0,0.024,False,False,active,False,False
C-000201,H000201,loan_like,15,2024-10-13,87.23,0.0,0.027,True,True,active,False,False
C-000202,H000202,lease,25,2024-08-31,173.87,0.0,0.012,True,True,active,False,False
C-000203,H000203,subscription_flex,20,2025-01-14,115.5,0.128,0.009,True,False,active,False,False
C-000204,H000204,loan_like,25,2024-09-08,193.5,0.0,0.021,False,False,active,False,False
C-000205,H000205,ppa,20,2024-08-25,187.91,0.0,0.013,True,True,active,False,False
C-000206,H000206,lease,15,2024-12-12,177.78,0.0,0.025,True,True,active,False,False
C-000207,H000207,lease,10,2025-02-07,109.26,0.0,0.026,True,True,active,False,False
C-000208,H000208,subscription_flex,10,2024-12-18,84.67,0.167,0.025,False,False,active,False,False
C-000209,H000209,ppa,10,2024-10-16,90.26,0.0,0.009,True,True,active,False,False
C-000210,H000210,loan_like,25,2024-09-08,127.96,0.0,0.014,False,False,active,False,False
C-000211,H000211,ppa,25,2024-11-07,86.77,0.0,0.005,True,True,active,False,False
C-000212,H000212,subscription_flex,10,2024-08-17,78.78,0.157,0.016,False,False,active,False,False
C-000213,H000213,ppa,10,2024-10-06,163.99,0.0,0.011,True,False,active,False,False
C-000214,H000214,lease,15,2024-11-15,98.92,0.0,0.015,True,False,active,False,False
C-000215,H000215,ppa,25,2024-10-03,169.93,0.0,0.012,False,False,churned,False,True
C-000216,H000216,lease,10,2024-10-30,205.97,0.0,0.006,False,False,active,False,False
C-000217,H000217,loan_like,25,2024-08-22,177.21,0.0,0.031,True,True,active,False,False
C-000218,H000218,ppa,25,2024-10-19,166.94,0.0,0.001,False,False,active,False,False
C-000219,H000219,lease,20,2025-01-06,201.1,0.0,0.02,True,True,active,False,False
C-000220,H000220,loan_like,25,2025-01-22,133.49,0.0,0.017,True,True,active,False,False
C-000221,H000221,subscription_flex,20,2024-08-28,103.58,0.15,0.031,False,False,active,False,False
C-000222,H000222,subscription_flex,10,2024-09-04,112.82,0.115,0.019,True,True,active,False,False
C-000223,H000223,subscription_flex,15,2024-10-08,181.24,0.107,0.017,True,True,active,False,False
C-000224,H000224,lease,25,2024-10-28,170.79,0.0,0.026,True,True,active,False,False
C-000225,H000225,subscription_flex,10,2025-01-14,129.46,0.131,0.03,False,False,active,False,False
C-000226,H000226,subscription_flex,15,2024-10-14,187.65,0.188,0.012,False,False,active,False,False
C-000227,H000227,lease,10,2025-01-12,185.68,0.0,0.013,True,True,active,False,False
C-000228,H000228,ppa,15,2024-08-14,163.41,0.0,0.017,True,True,active,False,False
C-000229,H000229,loan_like,20,2024-07-20,155.99,0.0,0.003,True,True,renewed,True,False
C-000230,H000230,subscription_flex,20,2024-11-21,182.64,0.145,0.026,True,True,active,False,False
C-000231,H000231,lease,10,2024-08-04,192.47,0.0,0.002,True,False,active,False,False
C-000232,H000232,lease,25,2024-10-25,174.37,0.0,0.011,False,False,active,False,False
C-000233,H000233,loan_like,15,2024-12-08,101.35,0.0,0.017,True,False,active,False,False
C-000234,H000234,lease,15,2024-11-11,79.37,0.0,0.015,True,True,active,False,False
C-000235,H000235,ppa,25,2024-11-25,156.88,0.0,0.0,True,False,renewed,True,False
C-000236,H000236,ppa,25,2025-01-10,174.65,0.0,0.028,False,False,active,False,False
C-000237,H000237,loan_like,25,2024-10-16,166.42,0.0,0.029,True,False,active,False,False
C-000238,H000238,lease,20,2024-11-09,181.11,0.0,0.032,True,True,renewed,True,False
C-000239,H000239,subscription_flex,25,2024-10-06,154.67,0.119,0.03,True,True,active,False,False
C-000240,H000240,loan_like,25,2025-01-08,89.62,0.0,0.032,False,False,active,False,False
C-000241,H000241,loan_like,10,2024-10-05,184.55,0.0,0.025,True,True,renewed,True,False
C-000242,H000242,lease,20,2024-10-17,159.65,0.0,0.012,False,False,active,False,False
C-000243,H000243,lease,20,2025-01-23,119.15,0.0,0.012,True,True,active,False,False
C-000244,H000244,subscription_flex,10,2024-12-20,161.32,0.165,0.006,True,True,active,False,False
C-000245,H000245,ppa,20,2024-10-10,158.3,0.0,0.029,True,True,active,False,False
C-000246,H000246,subscription_flex,25,2024-08-20,162.08,0.116,0.029,True,False,active,False,False
C-000247,H000247,ppa,15,2024-09-07,120.87,0.0,0.025,True,False,active,False,False
C-000248,H000248,lease,10,2024-10-14,191.35,0.0,0.0,True,True,churned,False,True
C-000249,H000249,subscription_flex,25,2024-09-23,193.77,0.113,0.033,False,False,active,False,False
C-000250,H000250,ppa,10,2024-10-27,168.67,0.0,0.034,False,False,active,False,False
C-000251,H000251,lease,20,2024-10-03,80.75,0.0,0.005,True,True,active,False,False
C-000252,H000252,loan_like,15,2024-08-28,180.95,0.0,0.008,True,False,active,False,False
C-000253,H000253,ppa,10,2024-12-31,115.27,0.0,0.018,False,False,renewed,True,False
C-000254,H000254,lease,20,2024-09-28,85.41,0.0,0.025,False,False,active,False,False
C-000255,H000255,subscription_flex,25,2024-11-20,194.93,0.169,0.017,True,True,renewed,True,False
C-000256,H000256,subscription_flex,20,2024-12-15,100.77,0.183,0.025,True,True,active,False,False
C-000257,H000257,loan_like,15,2024-09-26,155.31,0.0,0.011,True,True,churned,False,True
C-000258,H000258,ppa,10,2024-09-10,136.41,0.0,0.031,True,False,active,False,False
C-000259,H000259,loan_like,10,2024-10-23,199.76,0.0,0.009,False,False,active,False,False
C-000260,H000260,ppa,15,2024-10-15,182.93,0.0,0.001,False,False,active,False,False
C-000261,H000261,ppa,10,2024-12-01,124.08,0.0,0.031,False,False,active,False,False
C-000262,H000262,subscription_flex,25,2025-01-19,128.32,0.093,0.016,True,True,active,False,False
C-000263,H000263,lease,25,2024-10-31,103.05,0.0,0.001,True,False,renewed,True,False
C-000264,H000264,lease,25,2024-11-19,110.8,0.0,0.034,False,False,renewed,True,False
C-000265,H000265,subscription_flex,15,2024-09-21,209.09,0.116,0.023,False,False,renewed,True,False
C-000266,H000266,ppa,15,2024-09-19,113.12,0.0,0.025,True,True,active,False,False
C-000267,H000267,lease,10,2024-10-08,199.18,0.0,0.0,True,True,renewed,True,False
C-000268,H000268,ppa,25,2024-12-09,154.5,0.0,0.02,False,False,active,False,False
C-000269,H000269,loan_like,15,2025-02-16,140.79,0.0,0.017,True,True,active,False,False
C-000270,H000270,lease,25,2024-12-23,135.19,0.0,0.009,False,False,active,False,False
C-000271,H000271,loan_like,25,2024-11-25,173.52,0.0,0.033,True,True,active,False,False
C-000272,H000272,lease,15,2024-12-29,128.47,0.0,0.024,True,False,active,False,False
C-000273,H000273,subscription_flex,15,2025-01-14,145.7,0.134,0.023,True,True,active,False,False
C-000274,H000274,subscription_flex,10,2024-08-18,135.09,0.161,0.017,False,False,active,False,False
C-000275,H000275,lease,15,2024-12-09,191.99,0.0,0.004,True,True,renewed,True,False
C-000276,H000276,ppa,20,2024-10-02,188.74,0.0,0.013,True,True,renewed,True,False
C-000277,H000277,ppa,25,2025-01-10,134.99,0.0,0.034,True,False,active,False,False
C-000278,H000278,subscription_flex,20,2024-11-30,88.07,0.154,0.001,False,False,active,False,False
C-000279,H000279,ppa,15,2024-11-28,85.97,0.0,0.032,False,False,churned,False,True
C-000280,H000280,lease,20,2024-12-01,185.25,0.0,0.018,False,False,active,False,False
C-000281,H000281,subscription_flex,10,2024-10-13,173.23,0.159,0.007,True,True,active,False,False
C-000282,H000282,subscription_flex,20,2024-09-15,107.15,0.108,0.002,False,False,renewed,True,False
C-000283,H000283,subscription_flex,15,2025-01-04,174.57,0.139,0.019,True,False,active,False,False
C-000284,H000284,subscription_flex,25,2024-12-17,89.0,0.12,0.01,True,False,active,False,False
C-000285,H000285,ppa,25,2024-11-22,152.47,0.0,0.001,True,True,active,False,False
C-000286,H000286,loan_like,15,2024-09-23,191.99,0.0,0.024,False,False,active,False,False
C-000287,H000287,ppa,15,2024-08-26,207.0,0.0,0.004,True,True,active,False,False
C-000288,H000288,subscription_flex,25,2024-08-26,182.17,0.104,0.026,True,True,renewed,True,False
C-000289,H000289,loan_like,20,2024-08-24,130.34,0.0,0.003,False,False,active,False,False
C-000290,H000290,lease,15,2024-08-25,123.37,0.0,0.033,True,True,renewed,True,False
C-000291,H000291,lease,15,2024-10-31,129.95,0.0,0.031,False,False,renewed,True,False
C-000292,H000292,ppa,20,2024-12-20,130.77,0.0,0.027,True,False,active,False,False
C-000293,H000293,lease,15,2024-11-25,147.32,0.0,0.035,True,True,renewed,True,False
C-000294,H000294,subscription_flex,15,2024-10-15,203.94,0.107,0.034,True,False,renewed,True,False
C-000295,H000295,subscription_flex,20,2024-12-23,194.27,0.145,0.013,True,True,active,False,False
C-000296,H000296,subscription_flex,20,2024-09-09,171.69,0.108,0.012,True,False,active,False,False
C-000297,H000297,lease,20,2024-10-27,199.61,0.0,0.005,False,False,churned,False,True
C-000298,H000298,ppa,25,2024-12-16,167.64,0.0,0.024,False,False,renewed,True,False
C-000299,H000299,lease,25,2024-10-03,81.71,0.0,0.015,False,False,active,False,False
C-000300,H000300,ppa,15,2024-08-07,83.81,0.0,0.016,True,True,active,False,False
C-000301,H000301,loan_like,25,2024-12-29,196.41,0.0,0.002,True,True,active,False,False
C-000302,H000302,subscription_flex,15,2024-10-07,171.23,0.111,0.018,True,True,active,False,False
C-000303,H000303,subscription_flex,25,2024-09-30,153.88,0.141,0.023,False,False,active,False,False
C-000304,H000304,ppa,20,2024-12-24,111.64,0.0,0.008,True,True,renewed,True,False
C-000305,H000305,lease,25,2024-10-17,122.12,0.0,0.003,True,False,active,False,False
C-000306,H000306,loan_like,20,2024-12-30,87.73,0.0,0.013,True,True,active,False,False
C-000307,H000307,lease,25,2024-09-15,78.3,0.0,0.012,True,True,active,False,False
C-000308,H000308,loan_like,20,2024-12-07,170.94,0.0,0.021,True,True,active,False,False
C-000309,H000309,ppa,20,2025-01-31,157.61,0.0,0.027,False,False,active,False,False
C-000310,H000310,lease,25,2024-09-23,117.6,0.0,0.026,True,True,churned,False,True
C-000311,H000311,ppa,15,2025-01-09,173.65,0.0,0.03,True,False,active,False,False
C-000312,H000312,loan_like,15,2024-09-30,90.34,0.0,0.014,True,True,active,False,False
C-000313,H000313,lease,25,2024-11-28,128.79,0.0,0.006,False,False,renewed,True,False
C-000314,H000314,lease,10,2024-11-09,107.46,0.0,0.021,True,True,active,False,False
C-000315,H000315,lease,25,2024-12-26,142.24,0.0,0.02,True,False,active,False,False
C-000316,H000316,subscription_flex,20,2024-09-20,95.98,0.136,0.022,True,True,active,False,False
C-000317,H000317,ppa,25,2024-11-28,115.13,0.0,0.03,True,False,active,False,False
C-000318,H000318,loan_like,15,2024-08-23,148.72,0.0,0.027,False,False,active,False,False
C-000319,H000319,subscription_flex,15,2024-08-14,87.7,0.111,0.001,True,True,renewed,True,False
C-000320,H000320,ppa,20,2024-10-17,121.97,0.0,0.009,True,True,active,False,False
C-000321,H000321,loan_like,20,2024-12-07,167.33,0.0,0.004,False,False,active,False,False
C-000322,H000322,subscription_flex,20,2024-12-13,207.42,0.129,0.019,False,False,active,False,False
C-000323,H000323,subscription_flex,20,2024-09-03,171.61,0.142,0.012,True,True,active,False,False
C-000324,H000324,ppa,10,2024-12-07,124.5,0.0,0.023,False,False,renewed,True,False
C-000325,H000325,ppa,20,2024-10-29,184.37,0.0,0.03,True,True,active,False,False
C-000326,H000326,lease,25,2024-10-20,84.77,0.0,0.028,True,True,active,False,False
C-000327,H000327,ppa,20,2024-09-28,143.55,0.0,0.005,True,True,active,False,False
C-000328,H000328,ppa,25,2024-11-30,201.98,0.0,0.026,True,True,renewed,True,False
C-000329,H000329,ppa,20,2024-09-13,78.53,0.0,0.016,True,True,renewed,True,False
C-000330,H000330,lease,15,2024-12-19,88.81,0.0,0.028,False,False,active,False,False
C-000331,H000331,ppa,25,2024-11-10,193.45,0.0,0.029,True,True,renewed,True,False
C-000332,H000332,lease,25,2025-01-11,108.61,0.0,0.033,True,True,active,False,False
C-000333,H000333,ppa,20,2024-09-08,172.46,0.0,0.023,False,False,active,False,False
C-000334,H000334,ppa,20,2024-08-26,146.4,0.0,0.002,False,False,active,False,False
C-000335,H000335,ppa,20,2025-02-12,109.6,0.0,0.032,True,False,churned,False,True
C-000336,H000336,ppa,15,2024-08-30,131.94,0.0,0.003,True,True,active,False,False
C-000337,H000337,subscription_flex,20,2024-10-29,89.37,0.188,0.019,False,False,active,False,False
C-000338,H000338,lease,20,2024-08-07,204.72,0.0,0.012,False,False,active,False,False
C-000339,H000339,ppa,15,2024-10-07,158.92,0.0,0.034,True,True,renewed,True,False
C-000340,H000340,loan_like,20,2024-08-04,81.92,0.0,0.006,False,False,renewed,True,False
C-000341,H000341,subscription_flex,10,2024-09-29,178.02,0.153,0.029,False,False,active,False,False
C-000342,H000342,loan_like,25,2024-10-09,160.43,0.0,0.035,True,True,active,False,False
C-000343,H000343,lease,20,2024-12-23,154.3,0.0,0.033,True,True,active,False,False
C-000344,H000344,lease,10,2024-07-20,154.48,0.0,0.031,True,False,active,False,False
C-000345,H000345,ppa,25,2024-11-19,164.36,0.0,0.031,True,False,active,False,False
C-000346,H000346,subscription_flex,20,2024-09-02,178.52,0.111,0.012,True,False,active,False,False
C-000347,H000347,lease,10,2024-09-25,137.34,0.0,0.017,True,True,active,False,False
C-000348,H000348,ppa,10,2024-10-22,102.06,0.0,0.003,False,False,active,False,False
C-000349,H000349,subscription_flex,25,2024-11-12,173.25,0.16,0.022,True,True,active,False,False
C-000350,H000350,lease,15,2024-07-30,114.09,0.0,0.03,True,True,active,False,False
C-000351,H000351,lease,25,2024-09-24,203.78,0.0,0.023,True,True,active,False,False
C-000352,H000352,loan_like,10,2024-10-30,81.8,0.0,0.014,False,False,active,False,False
C-000353,H000353,ppa,25,2025-01-06,122.09,0.0,0.015,True,True,active,False,False
C-000354,H000354,lease,15,2024-08-01,81.54,0.0,0.035,True,True,renewed,True,False
C-000355,H000355,lease,10,2025-02-12,196.37,0.0,0.027,False,False,active,False,False
C-000356,H000356,ppa,15,2025-01-20,157.84,0.0,0.011,False,False,active,False,False
C-000357,H000357,ppa,25,2024-08-25,208.72,0.0,0.034,True,True,active,False,False
C-000358,H000358,subscription_flex,10,2024-08-29,144.12,0.095,0.011,True,True,churned,False,True
C-000359,H000359,lease,10,2024-12-01,103.32,0.0,0.014,True,False,churned,False,True
C-000360,H000360,subscription_flex,20,2024-12-18,199.59,0.122,0.034,True,False,active,False,False
C-000361,H000361,lease,15,2024-12-02,177.39,0.0,0.005,False,False,active,False,False
C-000362,H000362,lease,10,2024-08-27,165.48,0.0,0.013,False,False,active,False,False
C-000363,H000363,subscription_flex,20,2024-09-07,175.92,0.101,0.024,False,False,active,False,False
C-000364,H000364,lease,25,2024-11-16,180.41,0.0,0.028,True,False,churned,False,True
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C-000409,H000409,loan_like,10,2025-01-14,158.54,0.0,0.0,True,True,active,False,False
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C-000421,H000421,ppa,15,2024-11-21,161.44,0.0,0.028,True,True,renewed,True,False
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C-000423,H000423,ppa,25,2024-11-16,86.93,0.0,0.014,False,False,active,False,False
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C-000450,H000450,loan_like,10,2024-09-18,186.31,0.0,0.012,True,False,active,False,False
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C-000463,H000463,ppa,20,2024-08-26,165.56,0.0,0.021,True,True,active,False,False
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C-000466,H000466,subscription_flex,20,2024-11-11,80.66,0.162,0.019,True,True,active,False,False
C-000467,H000467,lease,20,2024-11-21,131.6,0.0,0.021,False,False,active,False,False
C-000468,H000468,ppa,20,2024-11-12,167.31,0.0,0.021,True,True,active,False,False
C-000469,H000469,lease,25,2024-07-19,111.17,0.0,0.028,True,False,renewed,True,False
C-000470,H000470,ppa,20,2024-09-29,189.08,0.0,0.001,False,False,renewed,True,False
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C-000474,H000474,ppa,25,2024-12-12,118.46,0.0,0.028,True,True,active,False,False
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C-000477,H000477,lease,25,2024-09-18,94.06,0.0,0.01,True,True,renewed,True,False
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C-000479,H000479,subscription_flex,25,2024-12-14,88.8,0.128,0.022,True,True,active,False,False
C-000480,H000480,ppa,20,2024-08-20,207.24,0.0,0.028,False,False,active,False,False
C-000481,H000481,subscription_flex,10,2024-09-09,141.89,0.101,0.032,True,True,active,False,False
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C-000483,H000483,lease,25,2024-09-17,194.45,0.0,0.005,True,False,active,False,False
C-000484,H000484,ppa,20,2024-10-03,151.04,0.0,0.033,False,False,active,False,False
C-000485,H000485,ppa,25,2024-11-29,158.97,0.0,0.024,True,True,active,False,False
C-000486,H000486,subscription_flex,15,2025-01-09,152.23,0.157,0.013,True,True,active,False,False
C-000487,H000487,ppa,20,2024-09-21,162.17,0.0,0.003,True,True,active,False,False
C-000488,H000488,subscription_flex,10,2024-08-26,120.17,0.142,0.008,True,False,active,False,False
C-000489,H000489,loan_like,20,2024-08-29,190.09,0.0,0.02,False,False,renewed,True,False
C-000490,H000490,subscription_flex,10,2024-10-14,159.14,0.16,0.008,False,False,active,False,False
C-000491,H000491,lease,10,2024-10-10,198.73,0.0,0.024,True,True,active,False,False
C-000492,H000492,ppa,15,2024-09-02,156.06,0.0,0.023,True,False,active,False,False
C-000493,H000493,loan_like,20,2024-08-30,141.43,0.0,0.019,True,True,churned,False,True
C-000494,H000494,subscription_flex,20,2024-09-26,146.73,0.149,0.033,False,False,churned,False,True
C-000495,H000495,subscription_flex,25,2024-10-22,112.77,0.112,0.02,True,True,renewed,True,False
C-000496,H000496,ppa,25,2024-10-08,149.72,0.0,0.019,False,False,active,False,False
C-000497,H000497,ppa,25,2024-08-17,94.69,0.0,0.017,True,True,active,False,False
C-000498,H000498,subscription_flex,20,2024-09-06,123.28,0.127,0.007,False,False,active,False,False
C-000499,H000499,subscription_flex,20,2024-11-17,127.98,0.16,0.007,False,False,active,False,False
C-000500,H000500,loan_like,25,2025-01-07,200.45,0.0,0.001,False,False,active,False,False