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 |
|---|---|---|---|---|---|---|---|---|
282,418 | Olivia | Swanson | null | 24-10-1986 | 361.26 | 21-05-2023 | Hess LLC | Market |
507,343 | Lindsey | Jones | M | 30-10-1960 | 267.85 | 15-06-2023 | Wilkins-Shepherd | Electronics |
409,346 | Francisco | Hunt | F | 30-10-1961 | 199.62 | 01-02-2023 | Wall, Webb and Garcia | Cosmetic |
760,341 | Amanda | Monroe | F | 23-10-1991 | 62.92 | 14-08-2023 | Moreno-Brown | Restaurant |
111,130 | Walter | Oliver | M | 30-10-1960 | 82.61 | 25-03-2023 | Hernandez, Poole and Garcia | Restaurant |
854,995 | Laurie | Duffy | M | 27-10-1972 | 182.15 | 15-03-2023 | Moore-Martin | Cosmetic |
935,358 | Ross | Carter | M | 26-10-1978 | 79.28 | 02-09-2023 | Palmer-Hensley | Cosmetic |
120,601 | Gary | Morgan | M | 29-10-1967 | 101.51 | 12-09-2023 | Phillips Ltd | Clothing |
953,997 | Dylan | Garcia | F | 21-10-1997 | 111.49 | 02-03-2023 | Greer Group | Cosmetic |
876,720 | Robert | Blackwell | null | 26-10-1979 | 813.64 | 31-08-2023 | Martinez-Miller | Electronics |
966,254 | Heather | Osborne | M | 02-11-1948 | 713.72 | 28-05-2023 | Brennan-Kelly | Electronics |
793,604 | Joshua | Miller | M | 02-11-1948 | 1,760.96 | 13-04-2023 | Webb-Thompson | Travel |
72,997 | Bonnie | Martin | M | 21-10-1998 | 122.25 | 23-01-2023 | Perez-White | Cosmetic |
826,258 | Joseph | Smith | M | 27-10-1973 | 125.63 | 14-08-2023 | Jennings Group | Cosmetic |
92,524 | Vincent | Carlson | F | 29-10-1967 | 692.22 | 24-07-2023 | Brown-Garcia | Electronics |
359,804 | Darren | Duran | M | 27-10-1974 | 28.16 | 07-08-2023 | Coleman PLC | Restaurant |
414,725 | Austin | Craig | F | 26-10-1977 | 198.84 | 02-03-2023 | Martinez-Collins | Clothing |
132,876 | Sonya | James | F | 23-10-1989 | 311.21 | 07-02-2023 | Brown LLC | Market |
791,338 | Paul | Ryan | M | 21-10-1998 | 79.51 | 21-03-2023 | Martinez-Gomez | Clothing |
8,336 | Melissa | Chavez | F | 23-10-1988 | 399.02 | 18-02-2023 | Parks-Smith | Electronics |
789,104 | Gary | Clark | M | 01-11-1955 | 49.79 | 05-07-2023 | Campos, Jennings and Smith | Cosmetic |
545,981 | Katie | Pratt | M | 30-10-1962 | 128.53 | 14-06-2023 | Stewart, Tyler and Huff | Market |
892,727 | Angela | Macdonald | M | 24-10-1984 | 2,498.22 | 01-04-2023 | Shields, Freeman and Hale | Travel |
22,054 | John | Neal | F | 01-11-1955 | 71.4 | 17-03-2023 | Barnes, Hicks and Pace | Cosmetic |
978,639 | Kathleen | Garcia | F | 29-10-1964 | 18.49 | 20-05-2023 | Smith-Young | Restaurant |
866,685 | Gregory | Hansen | F | 25-10-1980 | 50.71 | 19-02-2023 | Baird, Smith and Kelly | Market |
958,102 | Brian | Bailey | M | 30-10-1962 | 2,826.36 | 04-07-2023 | Lopez PLC | Travel |
932,699 | Jennifer | Bates | M | 20-10-2002 | 248.69 | 09-02-2023 | Gill-Carroll | Clothing |
823,379 | Brett | Swanson | M | 24-10-1984 | 71.88 | 13-05-2023 | Bush PLC | Cosmetic |
454,984 | Theresa | Gallagher | F | 27-10-1974 | 314.84 | 10-04-2023 | Walker Inc | Market |
893,214 | Amanda | Black | M | 21-10-1997 | 560.07 | 07-01-2023 | Watson PLC | Electronics |
167,795 | Christopher | Coleman | M | 25-10-1980 | 2,948.35 | 12-10-2023 | Hall-Boyd | Travel |
862,198 | Kenneth | Houston | M | 23-10-1990 | 335.85 | 01-09-2023 | Molina, Moore and Thomas | Market |
153,441 | Rachel | Horton | F | 29-10-1967 | 178.43 | 08-04-2023 | Davenport-Mitchell | Cosmetic |
146,557 | Meagan | Anderson | F | 25-10-1983 | 84.71 | 04-01-2023 | Wright, Combs and Anderson | Clothing |
115,399 | Ashley | Ponce | F | 22-10-1992 | 149.6 | 26-02-2023 | Decker-Morris | Cosmetic |
163,908 | Kathleen | Flores | F | 30-10-1960 | 414.81 | 12-01-2023 | Pugh PLC | Market |
778,915 | Jose | Shannon | M | 31-10-1956 | 50.33 | 08-04-2023 | Wright Inc | Restaurant |
426,596 | Jodi | Turner | F | 22-10-1993 | 173.63 | 02-02-2023 | Weiss Inc | Electronics |
691,543 | Andrew | Griffith | F | 27-10-1975 | 1,981.75 | 05-03-2023 | Allen Group | Travel |
531,253 | Dennis | Moore | F | 25-10-1981 | 501.92 | 22-07-2023 | Perry Group | Travel |
871,808 | Kimberly | Clark | F | 24-10-1987 | 161.49 | 02-09-2023 | Smith-Torres | Clothing |
270,903 | Nicole | Owens | F | 31-10-1957 | 223.67 | 19-04-2023 | Johnson Ltd | Electronics |
376,425 | Cindy | Dennis | F | 02-11-1948 | 161.48 | 14-06-2023 | Powell, Garcia and Scott | Clothing |
514,913 | James | Choi | M | 21-10-1996 | 89.03 | 21-07-2023 | Hopkins and Sons | Cosmetic |
144,569 | Renee | Bailey | null | 25-10-1981 | 381.11 | 27-03-2023 | Williams, Daniel and Mcclain | Electronics |
668,863 | Tonya | Green | M | 21-10-1999 | 116.57 | 27-08-2023 | Bennett LLC | Market |
218,676 | Lisa | Smith | M | 22-10-1992 | 77.75 | 07-04-2023 | Hampton, Smith and Miles | Cosmetic |
870,317 | Lynn | Juarez | null | 01-11-1953 | 19.06 | 10-08-2023 | Cline-Jones | Market |
555,538 | Jennifer | Gardner | M | 21-10-1996 | 733.78 | 13-01-2023 | Brown-Bennett | Electronics |
397,999 | David | Ray | M | 01-11-1954 | 383.85 | 09-02-2023 | Berger PLC | Electronics |
641,672 | Tiffany | Woods | M | 20-10-2002 | 96.1 | 20-02-2023 | Bailey, Lambert and Cameron | Cosmetic |
139,126 | Sheila | Harrison | M | 30-10-1963 | 710.33 | 12-09-2023 | Douglas, Rios and Anderson | Travel |
573,976 | Christine | Rowe | F | 28-10-1968 | 17.31 | 07-05-2023 | Coleman, Winters and Pham | Restaurant |
216,259 | Katie | Clark | M | 21-10-1998 | 233.8 | 14-07-2023 | Nelson-Moore | Market |
349,939 | Jeremy | Scott | F | 22-10-1994 | 440.49 | 25-05-2023 | Carpenter, Roberts and Davis | Electronics |
751,871 | Jessica | Cooper | M | 27-10-1972 | 1,261.9 | 18-08-2023 | Woods, Medina and Tyler | Travel |
131,992 | Stephanie | Welch | F | 21-10-1998 | 37.7 | 08-09-2023 | Farmer Ltd | Restaurant |
415,515 | Kathryn | Parrish | M | 22-10-1992 | 175.9 | 06-09-2023 | Rivera PLC | Cosmetic |
492,801 | Christina | Hayes | F | 22-10-1995 | 917.87 | 08-06-2023 | Frye, Wright and Clay | Electronics |
500,246 | Cameron | Herrera | M | 26-10-1976 | 226.31 | 11-05-2023 | Moore-Marsh | Clothing |
946,732 | Abigail | Montgomery | M | 02-11-1951 | 29.18 | 21-05-2023 | Tucker-Thomas | Restaurant |
907,480 | Courtney | Cunningham | M | 19-10-2004 | 52.97 | 03-09-2023 | Davis, Wilson and Torres | Cosmetic |
699,436 | Nicole | Mullins | F | 23-10-1989 | 278.37 | 02-02-2023 | Shannon and Sons | Clothing |
282,684 | Susan | Hernandez | F | 24-10-1985 | 23.62 | 30-06-2023 | Bender, Rodriguez and Murphy | Cosmetic |
904,793 | Harry | Carroll | M | 28-10-1968 | 832.87 | 04-09-2023 | Gonzalez-Tucker | Electronics |
973,533 | Timothy | Watts | M | 27-10-1975 | 112.34 | 06-08-2023 | Guerra Group | Market |
939,571 | Sarah | Davis | M | 26-10-1976 | 334.12 | 25-05-2023 | Higgins and Sons | Electronics |
449,767 | John | Sanchez | null | 21-10-1999 | 90.66 | 29-03-2023 | Smith-Stewart | Clothing |
664,724 | George | Cole | M | 01-11-1954 | 715.65 | 03-03-2023 | Thompson-Jacobs | Electronics |
949,373 | Jennifer | Nash | F | 25-10-1983 | 54.54 | 11-03-2023 | Manning-Shelton | Electronics |
556,232 | Donna | Weaver | F | 22-10-1993 | 131.79 | 07-03-2023 | Clayton, Winters and Davis | Clothing |
249,314 | James | Conrad | M | 25-10-1980 | 480.02 | 16-09-2023 | Nichols, Scott and Dunn | Electronics |
395,666 | Courtney | Mcdonald | M | 21-10-1999 | 204.49 | 03-02-2023 | Miller LLC | Clothing |
821,233 | Justin | Peterson | F | 28-10-1969 | 228.43 | 19-08-2023 | Russell LLC | Clothing |
69,254 | Jeffrey | Lewis | null | 30-10-1962 | 260.71 | 16-03-2023 | Russell-Jackson | Travel |
286,982 | Michael | Graham | M | 26-10-1979 | 180.33 | 22-06-2023 | Mitchell, Woodard and Carter | Cosmetic |
855,285 | Aaron | Spence | M | 01-11-1955 | 150.91 | 13-03-2023 | Vincent Group | Clothing |
7,504 | Tina | Martinez | M | 21-10-1996 | 186.03 | 27-03-2023 | Torres, Riddle and Smith | Market |
366,368 | Christy | Wagner | M | 23-10-1988 | 255.7 | 13-02-2023 | Black, Allen and Taylor | Clothing |
582,602 | Rebecca | Gomez | F | 20-10-2000 | 652.16 | 30-09-2023 | Harris, Moore and Kennedy | Electronics |
665,098 | Adrienne | Sloan | F | 25-10-1983 | 20.13 | 24-09-2023 | Friedman Ltd | Cosmetic |
728,409 | Debbie | Griffin | M | 22-10-1994 | 2,000.82 | 05-08-2023 | James and Sons | Travel |
91,701 | Joseph | Lawson | M | 24-10-1985 | 1,228.36 | 21-04-2023 | Davis Ltd | Travel |
475,563 | Yvette | Gray | F | 26-10-1979 | 28.49 | 20-02-2023 | Thompson, Stout and Harper | Restaurant |
637,225 | Karina | Caldwell | F | 31-10-1959 | 2,108.49 | 17-04-2023 | Greer and Sons | Travel |
263,606 | Elizabeth | Thompson | F | 23-10-1990 | 111.89 | 11-08-2023 | Paul, Davis and Smith | Cosmetic |
902,164 | Victor | Reyes | null | 31-10-1959 | 6.01 | 18-07-2023 | Cisneros, Graham and Glass | Market |
12,885 | Amy | Alexander | F | 19-10-2005 | 301.84 | 08-07-2023 | Ortega Inc | Travel |
993,154 | Natalie | Williams | F | 29-10-1965 | 97.07 | 19-03-2023 | Jenkins-Wilson | Restaurant |
49,041 | Jasmine | Bradford | null | 31-10-1958 | 66.25 | 01-03-2023 | Perez Ltd | Restaurant |
145,728 | Mark | Graham | F | 19-10-2004 | 89.74 | 17-05-2023 | Ingram Inc | Restaurant |
528,903 | Susan | Castaneda | F | 01-11-1954 | 19.01 | 18-09-2023 | Gonzalez, Jennings and Powers | Market |
754,013 | Katherine | Avery | F | 30-10-1961 | 60.5 | 16-08-2023 | Wallace, Kim and Rosales | Restaurant |
197,066 | George | Cooper | F | 21-10-1998 | 278.78 | 29-05-2023 | Kim and Sons | Market |
891,845 | Christine | Leach | F | 21-10-1997 | 108.74 | 30-08-2023 | Alexander Ltd | Market |
800,560 | Anna | Allen | F | 21-10-1999 | 133.66 | 03-05-2023 | Knapp-Calhoun | Cosmetic |
133,285 | Nicole | Franklin | M | 26-10-1979 | 464.29 | 12-02-2023 | Cantrell, Haynes and Ballard | Market |
616,122 | Maria | Keller | M | 25-10-1981 | 472.57 | 25-03-2023 | Wilson, Jackson and Beard | Market |
832,184 | Billy | Walker | F | 31-10-1958 | 270.67 | 20-05-2023 | Combs LLC | Market |