customer_id,signup_date,region,segment,lifetime_orders,lifetime_spend,email_domain
C00000001,2024-04-21,Northeast,new,1,409.92,proton.me
C00000002,2026-03-31,West,casual,1,458.0,outlook.com
C00000003,2024-09-10,West,new,0,0.0,gmail.com
C00000004,2026-03-21,Northeast,loyal,3,1194.01,icloud.com
C00000005,2023-01-04,Northeast,casual,1,328.45,aol.com
C00000006,2026-01-22,Northeast,new,0,0.0,aol.com
C00000007,2023-08-04,Southeast,casual,0,0.0,proton.me
C00000008,2023-06-08,West,casual,0,0.0,aol.com
C00000009,2024-07-22,Northeast,loyal,3,431.88,proton.me
C00000010,2026-06-03,Northeast,new,0,0.0,proton.me
C00000011,2026-02-14,Southwest,casual,1,44.6,icloud.com
C00000012,2022-10-24,West,casual,0,0.0,gmail.com
C00000013,2026-04-28,Southeast,new,0,0.0,gmail.com
C00000014,2026-08-13,Southwest,new,0,0.0,yahoo.com
C00000015,2024-10-20,Southwest,new,0,0.0,aol.com
C00000016,2025-06-25,Northeast,vip,1,234.58,icloud.com
C00000017,2025-10-26,Northwest,loyal,1,119.84,aol.com
C00000018,2022-09-12,Northeast,casual,1,932.57,proton.me
C00000019,2022-01-16,Midwest,vip,9,4395.89,icloud.com
C00000020,2023-10-11,Midwest,new,1,154.22,aol.com
C00000021,2022-11-13,Northwest,new,0,0.0,yahoo.com
C00000022,2024-09-06,Southeast,loyal,2,781.42,yahoo.com
C00000023,2022-11-15,Southwest,new,0,0.0,aol.com
C00000024,2022-10-24,Midwest,loyal,1,346.48,icloud.com
C00000025,2025-07-04,Southwest,casual,1,123.64,gmail.com
C00000026,2023-02-26,Northwest,casual,1,187.42,yahoo.com
C00000027,2026-04-27,Southeast,loyal,1,440.15,aol.com
C00000028,2026-04-19,West,casual,0,0.0,aol.com
C00000029,2022-11-30,Midwest,loyal,1,896.81,proton.me
C00000030,2024-02-01,Northeast,new,0,0.0,yahoo.com
C00000031,2025-04-02,Northeast,loyal,2,340.59,outlook.com
C00000032,2022-05-17,Northeast,vip,5,2219.46,outlook.com
C00000033,2023-03-26,Midwest,casual,0,0.0,yahoo.com
C00000034,2026-04-20,Midwest,new,0,0.0,proton.me
C00000035,2025-04-13,Southeast,casual,0,0.0,icloud.com
C00000036,2022-01-25,Northwest,loyal,3,3449.85,outlook.com
C00000037,2024-07-04,Northeast,casual,0,0.0,gmail.com
C00000038,2025-06-13,Southeast,casual,0,0.0,outlook.com
C00000039,2024-06-04,West,loyal,2,1053.62,aol.com
C00000040,2024-05-09,West,new,0,0.0,aol.com
C00000041,2026-01-20,Midwest,casual,0,0.0,yahoo.com
C00000042,2022-09-30,Northwest,casual,1,274.62,gmail.com
C00000043,2023-11-19,Northwest,new,0,0.0,yahoo.com
C00000044,2023-12-24,Midwest,new,0,0.0,aol.com
C00000045,2022-07-30,West,loyal,0,0.0,gmail.com
C00000046,2025-10-01,Midwest,casual,1,509.7,aol.com
C00000047,2022-01-11,Southwest,new,0,0.0,outlook.com
C00000048,2025-12-10,Northeast,casual,1,141.76,yahoo.com
C00000049,2026-06-02,West,loyal,2,361.85,aol.com
C00000050,2022-04-28,West,casual,1,227.98,aol.com