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 |
|---|---|---|---|---|---|---|---|---|
957,395 | Eric | Richard | M | 23-10-1988 | 425.61 | 03-09-2023 | Scott Ltd | Market |
187,306 | Michael | Acosta | null | 30-10-1962 | 226.16 | 01-07-2023 | Goodwin, Lopez and Skinner | Clothing |
379,290 | Robert | Ramos | M | 28-10-1970 | 115.83 | 20-07-2023 | Duran-Hawkins | Clothing |
508,537 | Whitney | Jones | null | 30-10-1960 | 147.81 | 09-08-2023 | Thomas, Harrell and Davenport | Market |
760,506 | Anthony | Ball | M | 28-10-1971 | 2,471.45 | 04-08-2023 | Richards Ltd | Travel |
830,134 | Manuel | Mullen | M | 25-10-1983 | 200.02 | 19-02-2023 | Jennings, Lopez and Lamb | Clothing |
228,033 | George | Sullivan | M | 30-10-1960 | 1,893.84 | 24-09-2023 | Cox-Brown | Travel |
115,511 | Brandy | Whitehead | M | 02-11-1950 | 265.58 | 25-04-2023 | Nicholson-Gonzales | Clothing |
857,685 | Todd | Hunt | M | 25-10-1983 | 105.68 | 23-06-2023 | Meyer, Ryan and Conway | Market |
659,582 | Brianna | Brown | F | 21-10-1996 | 18.96 | 11-06-2023 | Ellis, Chambers and Wilson | Cosmetic |
845,147 | Teresa | Hunter | F | 01-11-1954 | 241.12 | 21-08-2023 | Fernandez Group | Clothing |
975,406 | Tabitha | Wood | null | 30-10-1962 | 2,648.72 | 05-08-2023 | Little-Solomon | Travel |
216,148 | Sheila | Hall | M | 25-10-1980 | 488.7 | 07-04-2023 | Robinson-Gibson | Electronics |
325,243 | Cory | Hernandez | F | 27-10-1975 | 98.1 | 19-05-2023 | Gonzalez, Lowe and Key | Restaurant |
36,470 | Mary | Rodriguez | F | 26-10-1978 | 764.15 | 04-07-2023 | Hernandez, Johnson and Anderson | Electronics |
895,352 | Kimberly | Smith | F | 31-10-1958 | 82.77 | 24-04-2023 | Robles, Miller and Perez | Restaurant |
512,231 | Gregory | Ortega | M | 26-10-1977 | 193.57 | 04-06-2023 | Smith, Kerr and Brooks | Market |
733,759 | Kim | Gonzalez | F | 22-10-1993 | 593.21 | 22-02-2023 | Hernandez LLC | Electronics |
169,890 | Cassandra | Larson | M | 31-10-1959 | 2,585.86 | 30-05-2023 | Martinez Inc | Travel |
746,742 | Deborah | Johnson | F | 20-10-2002 | 484.35 | 26-06-2023 | Tucker-Moreno | Market |
376,133 | Alexander | Holmes | M | 30-10-1960 | 359.88 | 04-10-2023 | Stout-Brock | Market |
898,170 | Gary | Montoya | M | 22-10-1993 | 165.96 | 22-04-2023 | Fox Inc | Cosmetic |
766,756 | Audrey | Ho | M | 27-10-1973 | 52.29 | 13-09-2023 | Davis Group | Market |
559,660 | Ethan | Jackson | F | 20-10-2002 | 76.07 | 11-07-2023 | Case, Johnson and Wells | Restaurant |
523,959 | Julie | Nelson | M | 23-10-1988 | 161.17 | 27-02-2023 | Miller, Garza and Harvey | Cosmetic |
135,321 | Erika | Owens | M | 26-10-1977 | 692.42 | 04-09-2023 | Norton LLC | Electronics |
956,541 | Jillian | Greene | F | 02-11-1949 | 85.14 | 30-04-2023 | Anderson-Stephens | Cosmetic |
542,031 | Denise | Wolfe | F | 01-11-1953 | 115.53 | 16-07-2023 | Berry-Huerta | Market |
875,584 | Monique | Bright | M | 01-11-1954 | 51.63 | 02-09-2023 | Tucker Group | Clothing |
611,091 | Melissa | Burns | M | 27-10-1975 | 61.23 | 10-08-2023 | Smith, Everett and Ellis | Restaurant |
670,772 | Nicholas | Maynard | null | 02-11-1949 | 603.67 | 30-03-2023 | Rodriguez Group | Electronics |
527,458 | Edward | Pitts | M | 20-10-2001 | 327.2 | 29-04-2023 | Lewis Ltd | Electronics |
403,988 | Jillian | Gonzales | M | 30-10-1963 | 98.19 | 15-06-2023 | Aguirre, Thompson and Davis | Restaurant |
7,829 | Kathleen | Carey | M | 30-10-1962 | 18.03 | 16-06-2023 | Gonzalez-Larson | Restaurant |
99,529 | Claudia | Gillespie | M | 23-10-1991 | 128.19 | 17-06-2023 | Li-Lucas | Market |
889,604 | Caitlyn | Dyer | F | 26-10-1977 | 97.47 | 02-01-2023 | Guzman Ltd | Restaurant |
531,316 | Robert | Snyder | F | 19-10-2005 | 537.07 | 24-06-2023 | Williams Group | Travel |
443,377 | Autumn | Hall | M | 22-10-1994 | 791.56 | 02-01-2023 | Bailey and Sons | Electronics |
723,676 | Christopher | York | F | 27-10-1975 | 87.06 | 19-02-2023 | James, West and Smith | Clothing |
609,070 | Jesse | Dodson | M | 02-11-1950 | 741.27 | 02-07-2023 | Chandler-Watkins | Electronics |
848,726 | Leslie | Walker | M | 22-10-1994 | 527.27 | 21-02-2023 | Green LLC | Electronics |
966,310 | Daniel | Jenkins | M | 25-10-1980 | 80.19 | 10-02-2023 | Taylor-Thompson | Restaurant |
618,528 | Benjamin | Carpenter | M | 25-10-1983 | 14.92 | 04-01-2023 | Owens LLC | Restaurant |
696,639 | Brianna | Harris | M | 31-10-1956 | 196.46 | 24-01-2023 | Wood-Williams | Electronics |
537,845 | Justin | Reed | null | 22-10-1993 | 424.43 | 02-04-2023 | Nixon-Thompson | Market |
202,536 | Alex | Bryant | F | 25-10-1981 | 505.33 | 17-08-2023 | Garcia and Sons | Electronics |
455,049 | Jeremiah | Austin | F | 21-10-1999 | 1,641.29 | 20-06-2023 | Haley-Smith | Travel |
893,073 | Sheila | Martinez | F | 31-10-1959 | 122.58 | 07-02-2023 | Romero, Woods and Flores | Cosmetic |
513,376 | Crystal | Brown | null | 28-10-1971 | 274.06 | 03-10-2023 | Day LLC | Clothing |
6,526 | Joseph | Horton | F | 28-10-1969 | 344.11 | 17-02-2023 | Cook, Estrada and Anderson | Market |
807,777 | Zachary | Cooley | M | 02-11-1949 | 83 | 29-03-2023 | Henderson Ltd | Restaurant |
557,862 | Michael | Miles | F | 20-10-2002 | 2,045.17 | 04-07-2023 | Carter Group | Travel |
26,510 | Jason | Lang | null | 30-10-1960 | 93.86 | 16-06-2023 | Hernandez, Smith and Molina | Market |
384,523 | Jose | Ruiz | M | 02-11-1950 | 265.62 | 22-01-2023 | Stone Ltd | Electronics |
491,218 | Angela | Harmon | null | 28-10-1968 | 91.53 | 31-05-2023 | Henderson, Brooks and Sanchez | Market |
382,546 | Tristan | Gray | null | 19-10-2004 | 742.48 | 22-06-2023 | Powell, Spencer and Abbott | Electronics |
326,446 | Jose | Taylor | M | 01-11-1954 | 2,260.68 | 05-05-2023 | Alexander-Miller | Travel |
124,147 | Felicia | Simon | F | 28-10-1969 | 784.94 | 05-10-2023 | Lester, West and Walker | Travel |
401,596 | Chelsea | King | F | 21-10-1997 | 125.32 | 28-01-2023 | Cain, Ross and Sanchez | Cosmetic |
469,417 | Kimberly | Maynard | F | 02-11-1949 | 998 | 20-05-2023 | Parker, Fuller and Coleman | Electronics |
66,785 | Kyle | Smith | F | 30-10-1962 | 81.6 | 03-09-2023 | Sanders-Lamb | Restaurant |
616,911 | Glenn | Wright | F | 28-10-1970 | 103.34 | 20-08-2023 | Coleman LLC | Cosmetic |
643,778 | Amber | Gonzales | F | 25-10-1983 | 49.77 | 29-07-2023 | Carter-Garcia | Restaurant |
485,816 | Tamara | Wilson | M | 28-10-1968 | 168.02 | 27-01-2023 | Mcintosh-Snyder | Cosmetic |
951,432 | Angela | Ross | F | 29-10-1967 | 2,028.85 | 02-10-2023 | Heath Group | Travel |
954,845 | Alicia | Mcintyre | M | 25-10-1983 | 811.1 | 21-05-2023 | Rivas-Anderson | Travel |
583,892 | Brian | Arnold | F | 21-10-1999 | 1,343.51 | 05-06-2023 | Le Group | Travel |
88,900 | Joan | Snyder | M | 29-10-1965 | 10.96 | 01-09-2023 | Smith LLC | Cosmetic |
83,144 | James | Kirk | F | 19-10-2005 | 99.51 | 07-09-2023 | Rodriguez-Nguyen | Cosmetic |
736,259 | Paul | Wilson | M | 29-10-1967 | 1,035.32 | 11-03-2023 | Barnett, Price and Perkins | Travel |
224,307 | Carlos | Hughes | M | 31-10-1958 | 31.92 | 19-06-2023 | Clark-Savage | Restaurant |
21,099 | William | Santiago | M | 26-10-1976 | 263.9 | 04-07-2023 | Edwards-Rodgers | Market |
840,937 | Kathryn | Little | F | 24-10-1986 | 891.48 | 21-01-2023 | Dennis, Sanchez and Collins | Travel |
240,657 | Michelle | Smith | F | 20-10-2000 | 836.15 | 16-04-2023 | Proctor-Davis | Electronics |
110,112 | Deborah | Becker | M | 30-10-1962 | 74.11 | 04-03-2023 | Massey Inc | Restaurant |
579,730 | Tommy | Snyder | F | 23-10-1988 | 43.66 | 03-09-2023 | Foster-Lopez | Market |
526,777 | Michael | Adams | F | 31-10-1956 | 74.03 | 12-01-2023 | Kim LLC | Restaurant |
594,622 | Michael | Roberts | M | 20-10-2000 | 2,560.5 | 05-06-2023 | Wilkinson Inc | Travel |
787,347 | Nicholas | Soto | null | 25-10-1980 | 18.65 | 06-08-2023 | Rogers, Flowers and Dennis | Cosmetic |
439,045 | Derrick | Nelson | F | 29-10-1965 | 2,695.47 | 14-09-2023 | Lee, Mahoney and Vargas | Travel |
569,429 | Peter | Cunningham | F | 24-10-1985 | 66.13 | 03-05-2023 | Robinson-Joseph | Market |
701,139 | Paul | Gomez | null | 25-10-1980 | 243.25 | 28-02-2023 | Vega and Sons | Clothing |
134,095 | Frank | Hudson | F | 24-10-1985 | 1,547.47 | 31-05-2023 | Davenport LLC | Travel |
248,729 | Alexis | Harrell | M | 26-10-1976 | 83.89 | 18-03-2023 | Atkins and Sons | Cosmetic |
303,872 | William | Medina | M | 19-10-2004 | 2,428.68 | 01-07-2023 | Thomas, Fisher and Young | Travel |
721,258 | Stephanie | Stewart | F | 24-10-1984 | 97.23 | 10-10-2023 | Daniel PLC | Cosmetic |
695,579 | Isaiah | Schultz | M | 22-10-1993 | 229.6 | 08-09-2023 | Tran, Roberts and Coleman | Clothing |
384,380 | Mark | Hill | M | 02-11-1950 | 444.59 | 27-09-2023 | Holland, Colon and Joseph | Electronics |
881,230 | Thomas | Shields | M | 21-10-1997 | 113.58 | 10-09-2023 | Jenkins Group | Cosmetic |
100,620 | Donna | Nguyen | F | 02-11-1951 | 18.49 | 18-06-2023 | Cobb, Perez and Thomas | Restaurant |
28,958 | David | Kelley | M | 23-10-1989 | 861.67 | 27-02-2023 | Cobb-Smith | Travel |
799,062 | Rachel | Mueller | M | 26-10-1979 | 120.31 | 10-05-2023 | Stevens, Armstrong and Brown | Market |
459,845 | Pamela | Kennedy | F | 02-11-1949 | 2,379.84 | 10-08-2023 | Garcia, Smith and Gay | Travel |
387,252 | Daniel | Donaldson | F | 27-10-1972 | 631.76 | 17-03-2023 | Reed Group | Electronics |
747,675 | Samuel | Jackson | M | 02-11-1950 | 480.61 | 01-08-2023 | Williams-Sanford | Travel |
123,959 | William | Parker | M | 02-11-1949 | 11.52 | 12-05-2023 | Mitchell-Brooks | Restaurant |
106,971 | Nicholas | Jordan | M | 26-10-1979 | 2,821.06 | 15-05-2023 | Compton, Dunn and Gilbert | Travel |
179,746 | John | Bradley | M | 01-11-1954 | 986.87 | 18-07-2023 | Davis-Meadows | Electronics |
478,134 | Anthony | Forbes | M | 29-10-1967 | 139.02 | 18-04-2023 | Smith Inc | Cosmetic |
986,328 | Sandra | Lucas | M | 28-10-1968 | 655.77 | 15-04-2023 | Sweeney-Smith | Electronics |