Customer ID
int64 29
1,000k
| Name
stringclasses 690
values | Surname
stringclasses 1k
values | Gender
stringclasses 2
values | Birthdate
stringclasses 58
values | Transaction Amount
float64 5.01
3k
| Date
stringclasses 287
values | Merchant Name
stringlengths 6
36
| Category
stringclasses 6
values |
|---|---|---|---|---|---|---|---|---|
752,858 | Sean | Rodriguez | F | 20-10-2002 | 35.47 | 03-04-2023 | Smith-Russell | Cosmetic |
26,381 | Michelle | Phelps | null | 24-10-1985 | 2,552.72 | 17-07-2023 | Peck, Spence and Young | Travel |
305,449 | Jacob | Williams | M | 25-10-1981 | 115.97 | 20-09-2023 | Steele Inc | Clothing |
988,259 | Nathan | Snyder | M | 26-10-1977 | 11.31 | 11-01-2023 | Wilson, Wilson and Russell | Cosmetic |
764,762 | Crystal | Knapp | F | 02-11-1951 | 62.21 | 13-06-2023 | Palmer-Hinton | Electronics |
576,539 | Monica | Bartlett | F | 20-10-2001 | 99.14 | 24-08-2023 | Tran, Torres and Joyce | Cosmetic |
124,681 | Thomas | Shaw | null | 26-10-1976 | 145.94 | 30-08-2023 | Evans, Griffin and Torres | Cosmetic |
521,807 | Kelsey | Pena | F | 28-10-1968 | 161.39 | 08-02-2023 | Miller PLC | Cosmetic |
504,238 | Denise | Porter | M | 31-10-1957 | 77.73 | 12-01-2023 | Jackson-Morgan | Restaurant |
583,532 | Alexander | Richardson | F | 27-10-1974 | 142.85 | 07-06-2023 | Blake, Mays and Anderson | Clothing |
924,841 | Kimberly | Ball | M | 26-10-1976 | 928.68 | 11-02-2023 | Miller, Walker and Bond | Travel |
123,235 | Hunter | Peters | M | 28-10-1971 | 387.78 | 24-09-2023 | Barker, Ortiz and Cox | Market |
840,546 | Julie | Russell | M | 28-10-1968 | 142.07 | 07-08-2023 | Taylor-Morrow | Cosmetic |
516,709 | Christopher | Harris | M | 19-10-2004 | 107.44 | 22-04-2023 | Gonzalez-Hunter | Cosmetic |
683,760 | Amber | Brown | M | 19-10-2004 | 54.31 | 10-04-2023 | Underwood-Contreras | Cosmetic |
777,948 | Amy | Pierce | F | 29-10-1966 | 79.57 | 05-01-2023 | Rodriguez Ltd | Restaurant |
440,706 | Elizabeth | Barnes | F | 31-10-1957 | 441.18 | 28-02-2023 | Wilson-Zavala | Market |
793,150 | Chad | Reese | null | 30-10-1962 | 475.82 | 22-04-2023 | Hughes Inc | Market |
27,213 | Michelle | Holden | M | 02-11-1949 | 106.26 | 20-05-2023 | Morris-Foster | Cosmetic |
401,993 | Steven | Smith | M | 21-10-1999 | 1,468.14 | 14-05-2023 | Thompson, Lopez and Mason | Travel |
103,920 | Patrick | Price | M | 26-10-1977 | 40.08 | 28-05-2023 | Barber, Williamson and Norman | Clothing |
943,548 | Daniel | Pitts | null | 22-10-1995 | 39.87 | 01-06-2023 | Shaw-Elliott | Clothing |
178,351 | Robert | Rice | F | 22-10-1993 | 151.73 | 29-06-2023 | Solis-Washington | Clothing |
615,357 | Sara | Michael | M | 22-10-1993 | 17.05 | 17-04-2023 | Wright Inc | Restaurant |
111,696 | Anthony | Miller | null | 23-10-1991 | 108.3 | 14-06-2023 | Nguyen, Patel and Dudley | Cosmetic |
6,905 | Jessica | White | M | 25-10-1981 | 366.56 | 01-02-2023 | Berry, Reeves and Best | Market |
291,542 | Kimberly | Ross | M | 31-10-1959 | 924.23 | 18-03-2023 | Pacheco, Sullivan and Jones | Electronics |
517,389 | Brian | Jones | F | 31-10-1956 | 781.85 | 30-03-2023 | Dorsey Inc | Travel |
744,599 | William | Contreras | F | 20-10-2003 | 1,479.49 | 15-04-2023 | Fuller, Jones and White | Travel |
726,547 | Adam | Hansen | null | 29-10-1966 | 94.69 | 13-09-2023 | Johnson-Campbell | Cosmetic |
485,562 | Betty | Atkinson | F | 22-10-1994 | 58.97 | 21-09-2023 | Freeman, Bush and Zuniga | Cosmetic |
28,347 | Pamela | Nguyen | M | 26-10-1978 | 148.26 | 06-06-2023 | Schwartz-Stephens | Cosmetic |
899,551 | Sarah | Warner | F | 30-10-1961 | 157.6 | 20-07-2023 | Cook-Williams | Clothing |
485,255 | Amy | Mercer | F | 28-10-1970 | 2,071.69 | 20-09-2023 | Peck, Horn and Stanley | Travel |
668,341 | Manuel | Robinson | M | 30-10-1961 | 251.83 | 21-06-2023 | Gonzalez-Castro | Market |
355,400 | Aaron | Martinez | F | 26-10-1978 | 631.18 | 10-09-2023 | Padilla-Greene | Travel |
796,123 | Darlene | Tucker | M | 01-11-1953 | 1,745.4 | 05-03-2023 | Manning Inc | Travel |
343,329 | Hannah | Maynard | M | 25-10-1980 | 487.43 | 14-01-2023 | Gilbert, Hernandez and Wilson | Electronics |
409,886 | Benjamin | Rice | M | 20-10-2000 | 64.39 | 18-05-2023 | Lynch Inc | Clothing |
11,697 | Jason | Johnson | F | 20-10-2001 | 2,423.86 | 02-09-2023 | King-Wright | Travel |
13,908 | Scott | Harrison | F | 20-10-2003 | 98.4 | 17-09-2023 | White, Bernard and Adkins | Cosmetic |
373,595 | Emily | Mcdaniel | F | 24-10-1987 | 84.46 | 17-05-2023 | Mason PLC | Restaurant |
599,093 | Thomas | Salas | null | 31-10-1956 | 57.83 | 06-08-2023 | Jimenez Inc | Electronics |
370,834 | Katherine | Howard | F | 21-10-1997 | 856.38 | 26-07-2023 | Hamilton and Sons | Electronics |
261,654 | Kevin | Harris | null | 26-10-1977 | 147.43 | 11-06-2023 | Thomas LLC | Cosmetic |
232,533 | Jose | Gould | M | 31-10-1958 | 128.67 | 07-10-2023 | Sanders PLC | Cosmetic |
555,415 | Meghan | Acosta | F | 30-10-1962 | 50.21 | 20-03-2023 | Washington, Hinton and Sparks | Market |
717,993 | Michael | Huang | M | 21-10-1998 | 71.38 | 26-09-2023 | French, Wright and Tapia | Clothing |
573,771 | Dana | Hunt | F | 23-10-1991 | 331.08 | 30-06-2023 | Torres LLC | Electronics |
59,223 | Lisa | Ross | F | 02-11-1949 | 711.74 | 07-07-2023 | Diaz LLC | Travel |
801,291 | Sydney | Spencer | null | 25-10-1980 | 1,374.86 | 19-03-2023 | Johnson LLC | Travel |
858,686 | Brian | Mcintyre | F | 20-10-2003 | 39.24 | 18-02-2023 | Morales-Velasquez | Restaurant |
652,558 | Melanie | Greene | F | 22-10-1995 | 16.68 | 01-05-2023 | Barnes-Walton | Cosmetic |
39,683 | Anthony | Hoffman | M | 25-10-1982 | 112.63 | 25-05-2023 | Ellis-Zimmerman | Cosmetic |
344,613 | Michelle | Kim | F | 31-10-1957 | 185.8 | 07-05-2023 | Nguyen-Bradley | Cosmetic |
62,730 | Matthew | Aguilar | M | 26-10-1978 | 58.11 | 31-03-2023 | Brooks, Reed and Adams | Restaurant |
816,425 | Tammy | Williams | F | 29-10-1966 | 66.45 | 23-06-2023 | Cooper Inc | Restaurant |
641,954 | Justin | Mathews | F | 22-10-1995 | 2,035.14 | 14-09-2023 | Beck, Morris and Murphy | Travel |
904,827 | Matthew | Hobbs | F | 30-10-1963 | 153.73 | 20-06-2023 | Blankenship, Atkinson and Howard | Travel |
779,830 | Ann | Sullivan | F | 01-11-1955 | 130.7 | 12-02-2023 | Hester-Greer | Cosmetic |
765,738 | Joshua | Burgess | F | 21-10-1998 | 180.37 | 21-08-2023 | Wilcox PLC | Market |
805,732 | Sabrina | White | F | 25-10-1980 | 2,612.99 | 03-07-2023 | Woodard, Boyd and Mays | Travel |
982,485 | Leslie | Campbell | null | 25-10-1982 | 139.2 | 04-08-2023 | White, Hensley and Hayes | Market |
955,318 | Jeffery | Morgan | F | 27-10-1972 | 235.47 | 18-06-2023 | Collins, Hill and Chapman | Clothing |
738,539 | Mary | Pittman | null | 19-10-2005 | 52.71 | 26-09-2023 | Butler, Stewart and Peterson | Clothing |
396,758 | Ashley | Carr | M | 26-10-1976 | 12.26 | 10-06-2023 | Howard-Miller | Restaurant |
884,080 | Joseph | Meadows | F | 25-10-1980 | 147.62 | 15-03-2023 | Jackson, Ramirez and Jones | Cosmetic |
34,415 | Juan | Kelly | F | 22-10-1995 | 2,770.66 | 28-07-2023 | Peterson LLC | Travel |
164,888 | Christina | Ellis | F | 20-10-2001 | 654.39 | 29-07-2023 | Ward-Klein | Electronics |
677,049 | Martha | Gonzales | M | 02-11-1951 | 23.42 | 17-05-2023 | Kelly-Jones | Clothing |
289,003 | John | Woods | F | 31-10-1957 | 1,949.03 | 01-01-2023 | Stephens-Shelton | Travel |
385,557 | Keith | Clark | F | 20-10-2003 | 47.85 | 17-04-2023 | Smith Inc | Restaurant |
665,628 | Alejandro | Reed | F | 23-10-1990 | 40.42 | 20-08-2023 | Odonnell, Bright and Lewis | Clothing |
95,705 | Amber | Taylor | F | 29-10-1967 | 263.62 | 20-01-2023 | Rogers and Sons | Clothing |
697,024 | Michael | Hines | null | 30-10-1961 | 76.6 | 04-08-2023 | Oconnor PLC | Cosmetic |
273,487 | David | Morrison | F | 20-10-2002 | 21.85 | 06-04-2023 | Yu and Sons | Restaurant |
828,224 | Jennifer | Quinn | M | 02-11-1949 | 154.36 | 08-10-2023 | Phillips Inc | Market |
641,695 | Nicholas | Jones | F | 20-10-2001 | 40.39 | 14-09-2023 | Mccormick, Adkins and Cobb | Restaurant |
410,859 | Christy | Ramos | F | 22-10-1995 | 50.69 | 02-10-2023 | Rogers-Levy | Market |
403,963 | Jamie | Collier | null | 28-10-1970 | 311.04 | 30-05-2023 | Matthews PLC | Market |
526,718 | Douglas | Martin | M | 29-10-1967 | 1,616.19 | 01-07-2023 | Jackson, Ray and Cooper | Travel |
364,086 | Holly | Jackson | M | 01-11-1952 | 839.12 | 23-03-2023 | Carey Ltd | Electronics |
178,510 | Kimberly | Klein | F | 28-10-1969 | 287.34 | 18-08-2023 | Chang, Blevins and Miller | Market |
143,865 | Fernando | Oliver | F | 31-10-1956 | 246.62 | 02-08-2023 | Patterson-Davenport | Market |
946,664 | Yvonne | Silva | M | 31-10-1958 | 168.28 | 26-01-2023 | Rice-Ramos | Cosmetic |
800,246 | Margaret | Carter | null | 21-10-1996 | 96.41 | 21-03-2023 | Miller, Foster and Reed | Cosmetic |
884,621 | Charles | Glover | F | 30-10-1963 | 344.34 | 20-07-2023 | Kim and Sons | Electronics |
420,838 | Aaron | Mckee | null | 27-10-1975 | 231.65 | 21-02-2023 | Arnold-Blackburn | Market |
59,633 | Derrick | Aguilar | M | 29-10-1967 | 211.58 | 27-03-2023 | Montgomery-Ruiz | Market |
361,536 | Kurt | Dennis | M | 28-10-1970 | 234.16 | 24-05-2023 | Davis, Griffin and Gates | Clothing |
496,809 | Timothy | Collier | M | 02-11-1950 | 10.51 | 28-09-2023 | Baker, Schaefer and Brown | Market |
471,552 | Courtney | Johnson | M | 25-10-1981 | 304.25 | 16-04-2023 | Bryant-Sanchez | Electronics |
450,062 | Joy | Padilla | F | 02-11-1951 | 278.38 | 23-07-2023 | Frost-Smith | Market |
925,651 | Carol | Wilson | M | 26-10-1976 | 159.44 | 18-05-2023 | Arnold Ltd | Clothing |
155,186 | Lawrence | Williams | F | 19-10-2005 | 21.79 | 29-08-2023 | Cook-Moore | Restaurant |
838,514 | Andrew | Armstrong | M | 19-10-2004 | 231.35 | 02-03-2023 | Miller Inc | Clothing |
981,118 | Anthony | Arnold | M | 28-10-1971 | 2,362.42 | 28-06-2023 | Thomas, Simpson and Tyler | Travel |
658,610 | Nicole | Peterson | M | 29-10-1965 | 395.33 | 20-03-2023 | Bryant, Mcbride and White | Market |
463,162 | Stephanie | Miller | null | 31-10-1958 | 958.43 | 28-04-2023 | Young and Sons | Electronics |
707,412 | Derek | Thompson | F | 24-10-1985 | 94.93 | 27-08-2023 | Fuller, Bowen and Davis | Restaurant |
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