Created
October 1, 2025 16:28
-
-
Save gabanox/c5c3fad323cc9705184b17a2147ffdd9 to your computer and use it in GitHub Desktop.
Generador de Transacciones de Tarjetas de Crédito - 1000 registros sintéticos con detección de fraude
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| transaccion_id | cliente_id | fecha | hora | fecha_hora | tipo_tarjeta | numero_tarjeta | comercio | categoria | monto | ciudad | distancia_km | es_horario_inusual | estado | es_fraude | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TXN_00000001 | CLI_000191 | 2025-07-07 | 21:53:31 | 2025-07-07 21:53:31 | American Express | 37************3172 | San Pablo | Farmacia | 76.59 | Ciudad de México | 20.7 | False | Aprobada | False | |
| TXN_00000002 | CLI_000125 | 2025-09-25 | 16:22:19 | 2025-09-25 16:22:19 | Visa | 4************7867 | LinkedIn Learning | Educación | 3303.68 | Mérida | 46.0 | False | Aprobada | False | |
| TXN_00000003 | CLI_000101 | 2025-07-19 | 15:12:21 | 2025-07-19 15:12:21 | American Express | 37************2467 | Telcel | Telecomunicaciones | 374.24 | Tijuana | 7.3 | False | Aprobada | False | |
| TXN_00000004 | CLI_000146 | 2025-08-05 | 14:53:06 | 2025-08-05 14:53:06 | Visa | 4************6322 | Starbucks | Restaurante | 1940.7 | Mérida | 8.38 | False | Aprobada | False | |
| TXN_00000005 | CLI_000171 | 2025-09-16 | 02:02:04 | 2025-09-16 02:02:04 | American Express | 37************9097 | Farmacia Guadalajara | Farmacia | 180.01 | Mérida | 10.45 | True | Aprobada | False | |
| TXN_00000006 | CLI_000072 | 2025-07-31 | 17:23:44 | 2025-07-31 17:23:44 | American Express | 37************8720 | AT&T | Telecomunicaciones | 608.95 | Ciudad de México | 46.8 | False | Aprobada | False | |
| TXN_00000007 | CLI_000023 | 2025-08-16 | 02:12:39 | 2025-08-16 02:12:39 | Visa | 4************5148 | Amazon | Electrónica | 1327.77 | Monterrey | 22.35 | True | Aprobada | False | |
| TXN_00000008 | CLI_000044 | 2025-08-26 | 12:16:01 | 2025-08-26 12:16:01 | Visa | 4************4197 | BP | Gasolina | 630.41 | Guadalajara | 39.94 | False | Aprobada | False | |
| TXN_00000009 | CLI_000063 | 2025-09-21 | 14:41:13 | 2025-09-21 14:41:13 | Mastercard | 5************9381 | Domino's | Restaurante | 1339.16 | Puebla | 38.49 | False | Aprobada | False | |
| TXN_00000010 | CLI_000063 | 2025-09-18 | 03:57:05 | 2025-09-18 03:57:05 | Visa | 4************4222 | AT&T | Telecomunicaciones | 645.35 | Mérida | 9.96 | True | Aprobada | False | |
| TXN_00000011 | CLI_000155 | 2025-08-26 | 11:52:51 | 2025-08-26 11:52:51 | Mastercard | 5************5205 | Aeroméxico | Viajes | 19776.3 | Guadalajara | 43.25 | False | Aprobada | False | |
| TXN_00000012 | CLI_000022 | 2025-07-04 | 16:57:00 | 2025-07-04 16:57:00 | American Express | 37************4821 | Amazon | Electrónica | 4942.52 | Mérida | 25.53 | False | Aprobada | False | |
| TXN_00000013 | CLI_000057 | 2025-08-10 | 15:54:33 | 2025-08-10 15:54:33 | Visa | 4************8073 | Spotify | Entretenimiento | 340.94 | Toluca | 6.73 | False | Aprobada | False | |
| TXN_00000014 | CLI_000168 | 2025-07-18 | 21:41:35 | 2025-07-18 21:41:35 | American Express | 37************7386 | Soriana | Supermercado | 1456.76 | Mérida | 38.81 | False | Aprobada | False | |
| TXN_00000015 | CLI_000172 | 2025-09-13 | 11:43:40 | 2025-09-13 11:43:40 | Mastercard | 5************1692 | Shell | Gasolina | 1459.6 | Ciudad de México | 16.52 | False | Aprobada | False | |
| TXN_00000016 | CLI_000135 | 2025-09-16 | 10:28:06 | 2025-09-16 10:28:06 | Mastercard | 5************8904 | Rappi | Servicios | 416.69 | Puebla | 4.35 | False | Aprobada | False | |
| TXN_00000017 | CLI_000118 | 2025-07-17 | 13:13:41 | 2025-07-17 13:13:41 | Mastercard | 5************9598 | Coursera | Educación | 4555.78 | Puebla | 37.76 | False | Aprobada | False | |
| TXN_00000018 | CLI_000098 | 2025-07-23 | 02:54:40 | 2025-07-23 02:54:40 | Visa | 4************8320 | KFC | Restaurante | 532.11 | Cancún | 21.82 | True | Aprobada | False | |
| TXN_00000019 | CLI_000009 | 2025-07-28 | 00:58:14 | 2025-07-28 00:58:14 | American Express | 37************2738 | Best Buy | Electrónica | 3998.65 | Cancún | 31.69 | True | Aprobada | False | |
| TXN_00000020 | CLI_000086 | 2025-08-07 | 06:32:46 | 2025-08-07 06:32:46 | Mastercard | 5************1605 | Amazon | Electrónica | 6129.37 | Toluca | 9.04 | False | Aprobada | False | |
| TXN_00000021 | CLI_000010 | 2025-09-09 | 18:32:20 | 2025-09-09 18:32:20 | American Express | 37************1919 | Booking.com | Viajes | 7994.97 | Tijuana | 33.32 | False | Aprobada | False | |
| TXN_00000022 | CLI_000070 | 2025-07-04 | 12:10:49 | 2025-07-04 12:10:49 | Visa | 4************5196 | Costco | Supermercado | 2182.58 | Ciudad de México | 19.3 | False | Aprobada | False | |
| TXN_00000023 | CLI_000087 | 2025-08-21 | 20:18:02 | 2025-08-21 20:18:02 | American Express | 37************9213 | Booking.com | Viajes | 5384.16 | Tijuana | 29.46 | False | Aprobada | False | |
| TXN_00000024 | CLI_000056 | 2025-09-18 | 23:05:42 | 2025-09-18 23:05:42 | Mastercard | 5************6280 | Pemex | Gasolina | 1316.22 | Mérida | 14.52 | True | Aprobada | False | |
| TXN_00000025 | CLI_000051 | 2025-07-10 | 20:08:50 | 2025-07-10 20:08:50 | American Express | 37************6877 | Office Depot | Electrónica | 10344.09 | León | 33.5 | False | Aprobada | False | |
| TXN_00000026 | CLI_000060 | 2025-07-27 | 05:44:16 | 2025-07-27 05:44:16 | American Express | 37************2771 | Farmacias Similares | Farmacia | 411.88 | Cancún | 3.4 | True | Aprobada | False | |
| TXN_00000027 | CLI_000086 | 2025-07-27 | 16:53:16 | 2025-07-27 16:53:16 | Mastercard | 5************9420 | LinkedIn Learning | Educación | 1807.58 | Querétaro | 1.35 | False | Aprobada | False | |
| TXN_00000028 | CLI_000131 | 2025-07-20 | 13:59:22 | 2025-07-20 13:59:22 | Mastercard | 5************9438 | KFC | Restaurante | 1255.48 | León | 15.85 | False | Aprobada | False | |
| TXN_00000029 | CLI_000189 | 2025-08-06 | 03:37:44 | 2025-08-06 03:37:44 | Visa | 4************9424 | Subway | Restaurante | 470.8 | Toluca | 32.94 | True | Aprobada | False | |
| TXN_00000030 | CLI_000001 | 2025-09-11 | 07:20:21 | 2025-09-11 07:20:21 | American Express | 37************8302 | Laboratorio Chopo | Salud | 6995.6 | Cancún | 26.19 | False | Aprobada | False | |
| TXN_00000031 | CLI_000159 | 2025-09-15 | 14:39:40 | 2025-09-15 14:39:40 | Mastercard | 5************6414 | Cinépolis | Entretenimiento | 1253.37 | Querétaro | 45.66 | False | Aprobada | False | |
| TXN_00000032 | CLI_000081 | 2025-07-27 | 00:36:41 | 2025-07-27 00:36:41 | American Express | 37************8538 | Netflix | Entretenimiento | 439.6 | Mérida | 7.9 | True | Aprobada | False | |
| TXN_00000033 | CLI_000146 | 2025-08-03 | 23:30:44 | 2025-08-03 23:30:44 | American Express | 37************8599 | LinkedIn Learning | Educación | 1776.66 | Cancún | 6.08 | True | Aprobada | False | |
| TXN_00000034 | CLI_000103 | 2025-07-17 | 07:47:24 | 2025-07-17 07:47:24 | Mastercard | 5************7091 | H&M | Ropa | 3856.76 | Ciudad de México | 27.61 | False | Aprobada | False | |
| TXN_00000035 | CLI_000063 | 2025-08-26 | 15:42:22 | 2025-08-26 15:42:22 | American Express | 37************5040 | Udemy | Educación | 1994.91 | Toluca | 13.53 | False | Aprobada | False | |
| TXN_00000036 | CLI_000151 | 2025-09-03 | 03:18:16 | 2025-09-03 03:18:16 | American Express | 37************8930 | Coppel | Ropa | 3902.32 | Ciudad de México | 32.24 | True | Aprobada | False | |
| TXN_00000037 | CLI_000111 | 2025-08-23 | 06:03:12 | 2025-08-23 06:03:12 | Visa | 4************2903 | La Comer | Supermercado | 2501.83 | Tijuana | 47.68 | False | Aprobada | False | |
| TXN_00000038 | CLI_000054 | 2025-08-17 | 20:25:47 | 2025-08-17 20:25:47 | Mastercard | 5************6407 | Palacio de Hierro | Ropa | 2500.99 | Tijuana | 30.15 | False | Aprobada | False | |
| TXN_00000039 | CLI_000193 | 2025-07-26 | 04:10:58 | 2025-07-26 04:10:58 | Mastercard | 5************9249 | Costco | Supermercado | 217.94 | Cancún | 48.26 | True | Aprobada | False | |
| TXN_00000040 | CLI_000155 | 2025-08-21 | 19:51:23 | 2025-08-21 19:51:23 | American Express | 37************9565 | Booking.com | Viajes | 18383.46 | Guadalajara | 5.95 | False | Aprobada | False | |
| TXN_00000041 | CLI_000122 | 2025-08-04 | 09:10:08 | 2025-08-04 09:10:08 | American Express | 37************4197 | DiDi | Servicios | 497.25 | Tijuana | 36.77 | False | Aprobada | False | |
| TXN_00000042 | CLI_000152 | 2025-07-23 | 02:12:12 | 2025-07-23 02:12:12 | Visa | 4************6277 | Costco | Supermercado | 1661.19 | Querétaro | 27.76 | True | Aprobada | False | |
| TXN_00000043 | CLI_000014 | 2025-07-30 | 13:31:49 | 2025-07-30 13:31:49 | Visa | 4************5737 | Chedraui | Supermercado | 356.22 | León | 32.66 | False | Aprobada | False | |
| TXN_00000044 | CLI_000005 | 2025-09-22 | 14:28:57 | 2025-09-22 14:28:57 | American Express | 37************8599 | Cinépolis | Entretenimiento | 310.21 | Monterrey | 24.7 | False | Aprobada | False | |
| TXN_00000045 | CLI_000147 | 2025-09-15 | 00:10:45 | 2025-09-15 00:10:45 | Visa | 4************3866 | Amazon Web Services | Educación | 1700.41 | Mérida | 48.09 | True | Aprobada | False | |
| TXN_00000046 | CLI_000129 | 2025-07-25 | 00:28:39 | 2025-07-25 00:28:39 | Mastercard | 5************2093 | Subway | Restaurante | 1969.36 | Monterrey | 19.18 | True | Aprobada | False | |
| TXN_00000047 | CLI_000021 | 2025-09-13 | 23:58:32 | 2025-09-13 23:58:32 | Visa | 4************9158 | Mercado Libre | Electrónica | 12456.75 | Guadalajara | 6.59 | True | Aprobada | False | |
| TXN_00000048 | CLI_000017 | 2025-07-03 | 14:56:41 | 2025-07-03 14:56:41 | Visa | 4************2857 | Mobil | Gasolina | 774.66 | Puebla | 44.93 | False | Aprobada | False | |
| TXN_00000049 | CLI_000169 | 2025-07-18 | 15:23:32 | 2025-07-18 15:23:32 | Visa | 4************2987 | Best Buy | Electrónica | 828.41 | Mérida | 4.79 | False | Aprobada | False | |
| TXN_00000050 | CLI_000200 | 2025-08-09 | 12:52:59 | 2025-08-09 12:52:59 | Mastercard | 5************9618 | Hospital ABC | Salud | 6916.9 | Puebla | 37.15 | False | Aprobada | False | |
| TXN_00000051 | CLI_000005 | 2025-08-06 | 00:49:52 | 2025-08-06 00:49:52 | Mastercard | 5************1167 | Italiannis | Restaurante | 790.19 | Tijuana | 0.96 | True | Aprobada | False | |
| TXN_00000052 | CLI_000185 | 2025-09-21 | 20:02:45 | 2025-09-21 20:02:45 | American Express | 37************2720 | H&M | Ropa | 3316.17 | Querétaro | 0.27 | False | Aprobada | False | |
| TXN_00000053 | CLI_000103 | 2025-10-01 | 15:56:57 | 2025-10-01 15:56:57 | Mastercard | 5************7934 | Hospital ABC | Salud | 8168.33 | Cancún | 264.59 | False | Aprobada | True | |
| TXN_00000054 | CLI_000084 | 2025-09-29 | 16:17:57 | 2025-09-29 16:17:57 | American Express | 37************8905 | DiDi | Servicios | 172.24 | Monterrey | 12.9 | False | Aprobada | False | |
| TXN_00000055 | CLI_000167 | 2025-07-31 | 06:22:10 | 2025-07-31 06:22:10 | Mastercard | 5************1948 | Totalplay | Telecomunicaciones | 622.93 | Toluca | 0.23 | False | Aprobada | False | |
| TXN_00000056 | CLI_000110 | 2025-07-09 | 18:38:29 | 2025-07-09 18:38:29 | Mastercard | 5************4802 | Xbox Store | Entretenimiento | 678.08 | Ciudad de México | 25.88 | False | Aprobada | False | |
| TXN_00000057 | CLI_000167 | 2025-07-11 | 21:15:31 | 2025-07-11 21:15:31 | Visa | 4************2043 | Farmacias Similares | Salud | 7877.48 | Mérida | 38.58 | False | Aprobada | False | |
| TXN_00000058 | CLI_000173 | 2025-09-01 | 11:34:54 | 2025-09-01 11:34:54 | Visa | 4************6478 | Xbox Store | Entretenimiento | 310.63 | Tijuana | 31.45 | False | Aprobada | False | |
| TXN_00000059 | CLI_000014 | 2025-08-19 | 22:47:39 | 2025-08-19 22:47:39 | Mastercard | 5************7133 | Pemex | Gasolina | 976.99 | Ciudad de México | 9.14 | False | Aprobada | False | |
| TXN_00000060 | CLI_000099 | 2025-08-11 | 22:37:54 | 2025-08-11 22:37:54 | Mastercard | 5************3865 | McDonald's | Restaurante | 910.74 | Mérida | 19.3 | False | Aprobada | False | |
| TXN_00000061 | CLI_000059 | 2025-09-06 | 14:25:17 | 2025-09-06 14:25:17 | American Express | 37************9507 | Chevron | Gasolina | 1487.03 | Tijuana | 6.69 | False | Aprobada | False | |
| TXN_00000062 | CLI_000099 | 2025-08-16 | 23:40:58 | 2025-08-16 23:40:58 | Mastercard | 5************6441 | Izzi | Servicios | 1029.43 | Querétaro | 41.66 | True | Rechazada | True | |
| TXN_00000063 | CLI_000011 | 2025-07-23 | 16:29:09 | 2025-07-23 16:29:09 | American Express | 37************9839 | Netflix | Entretenimiento | 1231.59 | Monterrey | 407.05 | False | Rechazada | True | |
| TXN_00000064 | CLI_000036 | 2025-07-07 | 06:55:02 | 2025-07-07 06:55:02 | Mastercard | 5************4125 | Uber | Servicios | 620.93 | Guadalajara | 25.9 | False | Aprobada | False | |
| TXN_00000065 | CLI_000014 | 2025-09-23 | 20:56:06 | 2025-09-23 20:56:06 | Mastercard | 5************5095 | Chevron | Gasolina | 426.8 | Puebla | 41.72 | False | Aprobada | False | |
| TXN_00000066 | CLI_000009 | 2025-08-23 | 09:11:13 | 2025-08-23 09:11:13 | American Express | 37************7605 | Office Depot | Electrónica | 34111.62 | Monterrey | 216.87 | False | Rechazada | True | |
| TXN_00000067 | CLI_000090 | 2025-07-04 | 07:16:00 | 2025-07-04 07:16:00 | Visa | 4************8852 | BP | Gasolina | 898.01 | Mérida | 36.19 | False | Aprobada | False | |
| TXN_00000068 | CLI_000022 | 2025-07-18 | 18:48:32 | 2025-07-18 18:48:32 | Visa | 4************7915 | Palacio de Hierro | Ropa | 4791.86 | Mérida | 21.13 | False | Aprobada | False | |
| TXN_00000069 | CLI_000192 | 2025-07-10 | 23:30:36 | 2025-07-10 23:30:36 | Visa | 4************5094 | Domino's | Restaurante | 1183.95 | Mérida | 48.5 | True | Aprobada | False | |
| TXN_00000070 | CLI_000116 | 2025-07-13 | 23:25:18 | 2025-07-13 23:25:18 | American Express | 37************5839 | Coppel | Ropa | 2309.96 | Cancún | 35.4 | True | Aprobada | False | |
| TXN_00000071 | CLI_000182 | 2025-08-09 | 16:28:29 | 2025-08-09 16:28:29 | Mastercard | 5************3194 | Laboratorio Chopo | Salud | 8430.95 | Guadalajara | 24.18 | False | Aprobada | False | |
| TXN_00000072 | CLI_000034 | 2025-08-07 | 15:28:20 | 2025-08-07 15:28:20 | Visa | 4************5554 | Udemy | Educación | 584.66 | Ciudad de México | 6.64 | False | Aprobada | False | |
| TXN_00000073 | CLI_000150 | 2025-07-11 | 10:02:31 | 2025-07-11 10:02:31 | Visa | 4************4490 | Volaris | Viajes | 1866.7 | León | 39.06 | False | Aprobada | False | |
| TXN_00000074 | CLI_000148 | 2025-08-15 | 12:21:30 | 2025-08-15 12:21:30 | Mastercard | 5************5172 | Spotify | Entretenimiento | 278.2 | Monterrey | 35.98 | False | Aprobada | False | |
| TXN_00000075 | CLI_000059 | 2025-09-20 | 17:09:55 | 2025-09-20 17:09:55 | Mastercard | 5************2730 | Farmacias Similares | Farmacia | 649.23 | León | 40.79 | False | Aprobada | False | |
| TXN_00000076 | CLI_000191 | 2025-09-02 | 19:27:34 | 2025-09-02 19:27:34 | American Express | 37************7202 | Italiannis | Restaurante | 1653.33 | Puebla | 38.52 | False | Aprobada | False | |
| TXN_00000077 | CLI_000169 | 2025-09-01 | 08:30:43 | 2025-09-01 08:30:43 | American Express | 37************4135 | Cinépolis | Entretenimiento | 551.72 | León | 26.59 | False | Aprobada | False | |
| TXN_00000078 | CLI_000064 | 2025-08-11 | 21:45:11 | 2025-08-11 21:45:11 | Mastercard | 5************6193 | Rappi | Servicios | 53.0 | Querétaro | 38.27 | False | Aprobada | False | |
| TXN_00000079 | CLI_000053 | 2025-07-12 | 10:29:34 | 2025-07-12 10:29:34 | Visa | 4************2024 | Rappi | Servicios | 589.21 | Puebla | 1.48 | False | Aprobada | False | |
| TXN_00000080 | CLI_000141 | 2025-08-14 | 09:26:43 | 2025-08-14 09:26:43 | Mastercard | 5************4915 | Amazon | Electrónica | 1044.33 | Monterrey | 0.07 | False | Aprobada | False | |
| TXN_00000081 | CLI_000187 | 2025-09-23 | 20:43:55 | 2025-09-23 20:43:55 | Visa | 4************4831 | Despegar | Viajes | 24618.78 | Ciudad de México | 57.29 | False | Rechazada | True | |
| TXN_00000082 | CLI_000087 | 2025-08-02 | 09:22:43 | 2025-08-02 09:22:43 | American Express | 37************3170 | Farmacias del Ahorro | Farmacia | 600.02 | Monterrey | 41.43 | False | Aprobada | False | |
| TXN_00000083 | CLI_000019 | 2025-08-27 | 21:45:06 | 2025-08-27 21:45:06 | Mastercard | 5************7273 | Telcel | Telecomunicaciones | 753.04 | Tijuana | 16.19 | False | Aprobada | False | |
| TXN_00000084 | CLI_000181 | 2025-09-23 | 03:06:00 | 2025-09-23 03:06:00 | Visa | 4************3951 | Amazon | Electrónica | 4050.7 | Ciudad de México | 22.49 | True | Aprobada | False | |
| TXN_00000085 | CLI_000156 | 2025-08-28 | 20:06:34 | 2025-08-28 20:06:34 | Mastercard | 5************9056 | Costco | Supermercado | 923.86 | Guadalajara | 38.25 | False | Aprobada | False | |
| TXN_00000086 | CLI_000152 | 2025-09-02 | 10:06:36 | 2025-09-02 10:06:36 | Mastercard | 5************7400 | Laboratorio Chopo | Salud | 9362.32 | Toluca | 1.07 | False | Aprobada | False | |
| TXN_00000087 | CLI_000142 | 2025-08-15 | 10:45:46 | 2025-08-15 10:45:46 | Mastercard | 5************7649 | Chevron | Gasolina | 974.81 | León | 40.43 | False | Aprobada | False | |
| TXN_00000088 | CLI_000085 | 2025-07-20 | 08:15:48 | 2025-07-20 08:15:48 | Visa | 4************4804 | Hospital ABC | Salud | 8696.24 | Guadalajara | 25.0 | False | Aprobada | False | |
| TXN_00000089 | CLI_000077 | 2025-08-25 | 08:38:49 | 2025-08-25 08:38:49 | Mastercard | 5************1744 | LinkedIn Learning | Educación | 4741.61 | Mérida | 20.91 | False | Aprobada | False | |
| TXN_00000090 | CLI_000139 | 2025-08-12 | 07:07:06 | 2025-08-12 07:07:06 | American Express | 37************3566 | Airbnb | Viajes | 19511.69 | Toluca | 39.92 | False | Aprobada | False | |
| TXN_00000091 | CLI_000159 | 2025-07-11 | 01:33:39 | 2025-07-11 01:33:39 | American Express | 37************2805 | Spotify | Entretenimiento | 1090.82 | Guadalajara | 33.14 | True | Aprobada | False | |
| TXN_00000092 | CLI_000085 | 2025-08-26 | 14:31:49 | 2025-08-26 14:31:49 | American Express | 37************9843 | Chevron | Gasolina | 532.72 | Guadalajara | 6.2 | False | Aprobada | False | |
| TXN_00000093 | CLI_000032 | 2025-08-15 | 06:11:12 | 2025-08-15 06:11:12 | Mastercard | 5************6196 | Palacio de Hierro | Ropa | 1411.22 | Cancún | 0.96 | False | Aprobada | False | |
| TXN_00000094 | CLI_000033 | 2025-08-15 | 13:54:57 | 2025-08-15 13:54:57 | Mastercard | 5************6055 | Booking.com | Viajes | 18933.98 | Ciudad de México | 20.11 | False | Aprobada | False | |
| TXN_00000095 | CLI_000150 | 2025-07-12 | 00:17:09 | 2025-07-12 00:17:09 | Mastercard | 5************9410 | Liverpool | Ropa | 3513.54 | Guadalajara | 10.34 | True | Aprobada | False | |
| TXN_00000096 | CLI_000038 | 2025-09-08 | 12:51:46 | 2025-09-08 12:51:46 | Visa | 4************7615 | Chevron | Gasolina | 309.32 | Tijuana | 1.57 | False | Aprobada | False | |
| TXN_00000097 | CLI_000138 | 2025-07-10 | 03:13:39 | 2025-07-10 03:13:39 | Visa | 4************8848 | LinkedIn Learning | Educación | 4876.36 | Tijuana | 22.1 | True | Aprobada | False | |
| TXN_00000098 | CLI_000048 | 2025-08-14 | 10:27:37 | 2025-08-14 10:27:37 | Mastercard | 5************9085 | Pemex | Gasolina | 777.67 | Puebla | 42.39 | False | Aprobada | False | |
| TXN_00000099 | CLI_000111 | 2025-07-18 | 19:35:04 | 2025-07-18 19:35:04 | Visa | 4************3456 | Aeroméxico | Viajes | 19089.3 | Tijuana | 38.77 | False | Aprobada | False | |
| TXN_00000100 | CLI_000155 | 2025-07-05 | 15:51:54 | 2025-07-05 15:51:54 | American Express | 37************2961 | Amazon Web Services | Educación | 765.35 | León | 43.15 | False | Aprobada | False | |
| TXN_00000101 | CLI_000085 | 2025-09-04 | 19:45:07 | 2025-09-04 19:45:07 | Visa | 4************3203 | DiDi | Servicios | 86.96 | Querétaro | 23.62 | False | Aprobada | False | |
| TXN_00000102 | CLI_000123 | 2025-07-10 | 18:57:52 | 2025-07-10 18:57:52 | Mastercard | 5************9994 | Farmacias del Ahorro | Farmacia | 399.53 | Cancún | 11.77 | False | Aprobada | False | |
| TXN_00000103 | CLI_000171 | 2025-08-26 | 10:03:20 | 2025-08-26 10:03:20 | Mastercard | 5************6240 | H&M | Ropa | 781.99 | Toluca | 41.18 | False | Aprobada | False | |
| TXN_00000104 | CLI_000062 | 2025-08-17 | 18:46:37 | 2025-08-17 18:46:37 | American Express | 37************6182 | Amazon | Electrónica | 1333.87 | Tijuana | 40.34 | False | Aprobada | False | |
| TXN_00000105 | CLI_000180 | 2025-09-01 | 06:24:07 | 2025-09-01 06:24:07 | Visa | 4************8521 | Farmacia Guadalajara | Farmacia | 702.01 | Cancún | 48.77 | False | Aprobada | False | |
| TXN_00000106 | CLI_000114 | 2025-09-17 | 12:30:54 | 2025-09-17 12:30:54 | Mastercard | 5************8329 | Farmacias del Ahorro | Farmacia | 665.09 | Monterrey | 24.89 | False | Aprobada | False | |
| TXN_00000107 | CLI_000173 | 2025-08-28 | 13:06:16 | 2025-08-28 13:06:16 | Visa | 4************3748 | Office Depot | Electrónica | 11495.64 | Cancún | 49.92 | False | Aprobada | False | |
| TXN_00000108 | CLI_000118 | 2025-07-23 | 13:04:09 | 2025-07-23 13:04:09 | Mastercard | 5************6041 | Izzi | Servicios | 936.73 | Mérida | 49.88 | False | Aprobada | False | |
| TXN_00000109 | CLI_000057 | 2025-07-12 | 02:41:49 | 2025-07-12 02:41:49 | American Express | 37************5698 | Chedraui | Supermercado | 2998.74 | Puebla | 8.92 | True | Aprobada | False | |
| TXN_00000110 | CLI_000092 | 2025-08-16 | 20:50:55 | 2025-08-16 20:50:55 | Mastercard | 5************9695 | Hospital ABC | Salud | 8700.02 | Puebla | 4.11 | False | Aprobada | False | |
| TXN_00000111 | CLI_000097 | 2025-08-28 | 19:53:03 | 2025-08-28 19:53:03 | Mastercard | 5************6207 | Xbox Store | Entretenimiento | 829.47 | Cancún | 41.37 | False | Aprobada | False | |
| TXN_00000112 | CLI_000009 | 2025-09-10 | 07:25:01 | 2025-09-10 07:25:01 | Mastercard | 5************5643 | Farmacia Guadalajara | Farmacia | 493.13 | Guadalajara | 47.27 | False | Aprobada | False | |
| TXN_00000113 | CLI_000157 | 2025-09-21 | 11:20:31 | 2025-09-21 11:20:31 | Visa | 4************1812 | Soriana | Supermercado | 1070.1 | Tijuana | 29.01 | False | Aprobada | False | |
| TXN_00000114 | CLI_000001 | 2025-07-31 | 21:38:45 | 2025-07-31 21:38:45 | Visa | 4************7374 | Movistar | Telecomunicaciones | 294.73 | Monterrey | 22.71 | False | Aprobada | False | |
| TXN_00000115 | CLI_000172 | 2025-09-03 | 18:47:19 | 2025-09-03 18:47:19 | Mastercard | 5************2708 | Coursera | Educación | 3303.73 | Mérida | 25.87 | False | Aprobada | False | |
| TXN_00000116 | CLI_000030 | 2025-07-09 | 08:13:45 | 2025-07-09 08:13:45 | American Express | 37************1867 | DiDi | Servicios | 124.53 | Puebla | 10.65 | False | Aprobada | False | |
| TXN_00000117 | CLI_000133 | 2025-09-25 | 08:49:28 | 2025-09-25 08:49:28 | American Express | 37************1162 | Mercado Libre | Electrónica | 12863.33 | León | 28.17 | False | Aprobada | False | |
| TXN_00000118 | CLI_000042 | 2025-08-09 | 14:04:31 | 2025-08-09 14:04:31 | American Express | 37************2828 | Shell | Gasolina | 3990.88 | Guadalajara | 36.53 | False | Rechazada | True | |
| TXN_00000119 | CLI_000192 | 2025-09-10 | 17:49:41 | 2025-09-10 17:49:41 | Mastercard | 5************9951 | Izzi | Servicios | 886.52 | Cancún | 21.77 | False | Aprobada | False | |
| TXN_00000120 | CLI_000105 | 2025-08-09 | 13:10:21 | 2025-08-09 13:10:21 | Mastercard | 5************6839 | Coursera | Educación | 1543.43 | Tijuana | 25.32 | False | Aprobada | False | |
| TXN_00000121 | CLI_000022 | 2025-09-29 | 17:22:14 | 2025-09-29 17:22:14 | Mastercard | 5************1324 | H&M | Ropa | 2346.85 | Toluca | 30.51 | False | Aprobada | False | |
| TXN_00000122 | CLI_000009 | 2025-08-09 | 16:30:08 | 2025-08-09 16:30:08 | Visa | 4************2223 | Soriana | Supermercado | 215.59 | Monterrey | 42.8 | False | Aprobada | False | |
| TXN_00000123 | CLI_000088 | 2025-10-01 | 04:37:22 | 2025-10-01 04:37:22 | American Express | 37************2615 | Pemex | Gasolina | 916.44 | Cancún | 14.55 | True | Aprobada | False | |
| TXN_00000124 | CLI_000131 | 2025-07-17 | 20:53:09 | 2025-07-17 20:53:09 | American Express | 37************1436 | DiDi | Servicios | 184.04 | Cancún | 39.29 | False | Aprobada | False | |
| TXN_00000125 | CLI_000181 | 2025-08-31 | 03:03:51 | 2025-08-31 03:03:51 | Mastercard | 5************8731 | Chevron | Gasolina | 662.18 | Mérida | 4.5 | True | Aprobada | False | |
| TXN_00000126 | CLI_000084 | 2025-07-11 | 12:49:11 | 2025-07-11 12:49:11 | Mastercard | 5************8953 | Xbox Store | Entretenimiento | 921.25 | Mérida | 49.15 | False | Aprobada | False | |
| TXN_00000127 | CLI_000190 | 2025-09-17 | 19:48:14 | 2025-09-17 19:48:14 | American Express | 37************2593 | Office Depot | Electrónica | 7452.87 | Guadalajara | 7.41 | False | Aprobada | False | |
| TXN_00000128 | CLI_000161 | 2025-07-22 | 11:02:59 | 2025-07-22 11:02:59 | Visa | 4************3268 | Laboratorio Chopo | Salud | 3652.28 | Querétaro | 49.01 | False | Aprobada | False | |
| TXN_00000129 | CLI_000008 | 2025-07-08 | 21:32:27 | 2025-07-08 21:32:27 | Visa | 4************3192 | Udemy | Educación | 12872.53 | Ciudad de México | 447.19 | False | Rechazada | True | |
| TXN_00000130 | CLI_000099 | 2025-07-27 | 12:40:04 | 2025-07-27 12:40:04 | Visa | 4************5416 | RadioShack | Electrónica | 11541.69 | León | 22.84 | False | Aprobada | False | |
| TXN_00000131 | CLI_000104 | 2025-08-23 | 02:11:05 | 2025-08-23 02:11:05 | Visa | 4************8323 | Dentegra | Salud | 17903.76 | Querétaro | 366.73 | True | Rechazada | True | |
| TXN_00000132 | CLI_000054 | 2025-07-06 | 02:44:51 | 2025-07-06 02:44:51 | Visa | 4************7574 | Farmacias Similares | Salud | 9723.71 | Monterrey | 31.59 | True | Aprobada | False | |
| TXN_00000133 | CLI_000157 | 2025-07-14 | 12:45:31 | 2025-07-14 12:45:31 | American Express | 37************1207 | Rappi | Servicios | 95.79 | Tijuana | 6.37 | False | Aprobada | False | |
| TXN_00000134 | CLI_000150 | 2025-09-20 | 08:57:04 | 2025-09-20 08:57:04 | American Express | 37************3140 | Soriana | Supermercado | 2842.81 | Guadalajara | 1.77 | False | Aprobada | False | |
| TXN_00000135 | CLI_000189 | 2025-07-25 | 10:19:06 | 2025-07-25 10:19:06 | American Express | 37************5971 | Izzi | Servicios | 372.05 | Querétaro | 45.35 | False | Aprobada | False | |
| TXN_00000136 | CLI_000165 | 2025-07-12 | 20:37:05 | 2025-07-12 20:37:05 | Mastercard | 5************7299 | Netflix | Entretenimiento | 638.67 | Puebla | 37.03 | False | Aprobada | False | |
| TXN_00000137 | CLI_000082 | 2025-09-28 | 06:37:38 | 2025-09-28 06:37:38 | American Express | 37************8440 | Laboratorio Chopo | Salud | 1956.4 | León | 41.53 | False | Aprobada | False | |
| TXN_00000138 | CLI_000054 | 2025-08-13 | 12:22:11 | 2025-08-13 12:22:11 | American Express | 37************6323 | LinkedIn Learning | Educación | 4173.7 | Guadalajara | 10.14 | False | Aprobada | False | |
| TXN_00000139 | CLI_000151 | 2025-08-24 | 10:26:36 | 2025-08-24 10:26:36 | American Express | 37************8920 | Farmacia Guadalajara | Farmacia | 214.03 | Toluca | 38.47 | False | Aprobada | False | |
| TXN_00000140 | CLI_000181 | 2025-07-11 | 13:48:06 | 2025-07-11 13:48:06 | Visa | 4************8418 | Rappi | Servicios | 161.65 | Tijuana | 5.23 | False | Aprobada | False | |
| TXN_00000141 | CLI_000178 | 2025-09-05 | 00:17:54 | 2025-09-05 00:17:54 | Mastercard | 5************8589 | Despegar | Viajes | 17669.4 | Ciudad de México | 9.28 | True | Aprobada | False | |
| TXN_00000142 | CLI_000119 | 2025-09-10 | 01:18:58 | 2025-09-10 01:18:58 | American Express | 37************7353 | San Pablo | Farmacia | 140.61 | Puebla | 49.29 | True | Aprobada | False | |
| TXN_00000143 | CLI_000023 | 2025-08-16 | 05:10:43 | 2025-08-16 05:10:43 | Mastercard | 5************6380 | RadioShack | Electrónica | 12547.1 | Tijuana | 8.53 | True | Aprobada | False | |
| TXN_00000144 | CLI_000088 | 2025-07-04 | 07:04:33 | 2025-07-04 07:04:33 | American Express | 37************4358 | Booking.com | Viajes | 3068.2 | Cancún | 13.83 | False | Aprobada | False | |
| TXN_00000145 | CLI_000124 | 2025-09-11 | 03:27:55 | 2025-09-11 03:27:55 | Visa | 4************8868 | Pemex | Gasolina | 1459.44 | Puebla | 2.76 | True | Aprobada | False | |
| TXN_00000146 | CLI_000080 | 2025-09-23 | 00:08:43 | 2025-09-23 00:08:43 | Visa | 4************1376 | Airbnb | Viajes | 4929.49 | Tijuana | 36.94 | True | Aprobada | False | |
| TXN_00000147 | CLI_000045 | 2025-09-04 | 15:39:25 | 2025-09-04 15:39:25 | American Express | 37************2431 | Best Buy | Electrónica | 14420.05 | Monterrey | 7.74 | False | Aprobada | False | |
| TXN_00000148 | CLI_000047 | 2025-09-19 | 02:37:01 | 2025-09-19 02:37:01 | Visa | 4************1745 | BP | Gasolina | 331.39 | Querétaro | 35.28 | True | Aprobada | False | |
| TXN_00000149 | CLI_000190 | 2025-10-01 | 12:39:16 | 2025-10-01 12:39:16 | Visa | 4************3603 | Totalplay | Telecomunicaciones | 462.17 | Mérida | 4.05 | False | Aprobada | False | |
| TXN_00000150 | CLI_000160 | 2025-08-29 | 23:33:05 | 2025-08-29 23:33:05 | Visa | 4************6271 | Cornershop | Servicios | 780.89 | León | 29.17 | True | Aprobada | False | |
| TXN_00000151 | CLI_000029 | 2025-08-20 | 08:17:56 | 2025-08-20 08:17:56 | Visa | 4************2091 | Coppel | Ropa | 1764.48 | Cancún | 13.83 | False | Aprobada | False | |
| TXN_00000152 | CLI_000017 | 2025-08-19 | 14:44:26 | 2025-08-19 14:44:26 | American Express | 37************4950 | Chedraui | Supermercado | 1235.13 | Querétaro | 26.53 | False | Aprobada | False | |
| TXN_00000153 | CLI_000073 | 2025-09-02 | 10:58:11 | 2025-09-02 10:58:11 | Visa | 4************4918 | BP | Gasolina | 621.36 | Mérida | 43.93 | False | Aprobada | False | |
| TXN_00000154 | CLI_000030 | 2025-09-22 | 10:36:37 | 2025-09-22 10:36:37 | American Express | 37************6109 | Dentegra | Salud | 6978.63 | Guadalajara | 1.07 | False | Aprobada | False | |
| TXN_00000155 | CLI_000008 | 2025-07-26 | 14:04:34 | 2025-07-26 14:04:34 | Visa | 4************6971 | Farmacia Guadalajara | Farmacia | 241.79 | Mérida | 6.07 | False | Aprobada | False | |
| TXN_00000156 | CLI_000144 | 2025-08-01 | 17:06:17 | 2025-08-01 17:06:17 | American Express | 37************7936 | Booking.com | Viajes | 5687.69 | Puebla | 13.46 | False | Aprobada | False | |
| TXN_00000157 | CLI_000147 | 2025-09-20 | 23:09:01 | 2025-09-20 23:09:01 | Mastercard | 5************9659 | Totalplay | Telecomunicaciones | 419.75 | Ciudad de México | 36.19 | True | Aprobada | False | |
| TXN_00000158 | CLI_000167 | 2025-07-26 | 23:03:13 | 2025-07-26 23:03:13 | Mastercard | 5************6027 | Izzi | Servicios | 274.12 | León | 39.03 | True | Aprobada | False | |
| TXN_00000159 | CLI_000001 | 2025-09-27 | 18:18:42 | 2025-09-27 18:18:42 | American Express | 37************1053 | Liverpool | Ropa | 2205.02 | Ciudad de México | 41.78 | False | Aprobada | False | |
| TXN_00000160 | CLI_000046 | 2025-09-30 | 14:39:58 | 2025-09-30 14:39:58 | Visa | 4************3455 | La Comer | Supermercado | 266.39 | Cancún | 33.51 | False | Aprobada | False | |
| TXN_00000161 | CLI_000171 | 2025-08-21 | 00:36:37 | 2025-08-21 00:36:37 | Mastercard | 5************5959 | Booking.com | Viajes | 1070.17 | Mérida | 5.66 | True | Aprobada | False | |
| TXN_00000162 | CLI_000012 | 2025-08-04 | 22:44:54 | 2025-08-04 22:44:54 | American Express | 37************1955 | Farmacias del Ahorro | Farmacia | 522.69 | Querétaro | 15.78 | False | Aprobada | False | |
| TXN_00000163 | CLI_000027 | 2025-09-21 | 01:54:00 | 2025-09-21 01:54:00 | Mastercard | 5************8346 | RadioShack | Electrónica | 14159.13 | Guadalajara | 43.32 | True | Aprobada | False | |
| TXN_00000164 | CLI_000181 | 2025-09-30 | 12:21:03 | 2025-09-30 12:21:03 | Mastercard | 5************5945 | H&M | Ropa | 1915.47 | Ciudad de México | 43.75 | False | Aprobada | False | |
| TXN_00000165 | CLI_000087 | 2025-07-13 | 08:04:47 | 2025-07-13 08:04:47 | Mastercard | 5************7655 | Walmart | Supermercado | 4220.34 | Monterrey | 302.93 | False | Rechazada | True | |
| TXN_00000166 | CLI_000005 | 2025-07-16 | 12:20:17 | 2025-07-16 12:20:17 | Visa | 4************8885 | Mercado Libre | Electrónica | 13782.76 | Guadalajara | 7.22 | False | Aprobada | False | |
| TXN_00000167 | CLI_000092 | 2025-08-22 | 19:47:35 | 2025-08-22 19:47:35 | American Express | 37************8279 | Coppel | Ropa | 1107.38 | León | 29.67 | False | Aprobada | False | |
| TXN_00000168 | CLI_000138 | 2025-07-20 | 00:06:14 | 2025-07-20 00:06:14 | American Express | 37************8962 | Farmacias del Ahorro | Farmacia | 81.53 | Guadalajara | 8.31 | True | Aprobada | False | |
| TXN_00000169 | CLI_000164 | 2025-09-26 | 00:38:54 | 2025-09-26 00:38:54 | American Express | 37************7583 | Palacio de Hierro | Ropa | 4109.48 | León | 36.79 | True | Aprobada | False | |
| TXN_00000170 | CLI_000065 | 2025-08-10 | 13:43:06 | 2025-08-10 13:43:06 | American Express | 37************4040 | Airbnb | Viajes | 11640.79 | Cancún | 0.85 | False | Aprobada | False | |
| TXN_00000171 | CLI_000055 | 2025-08-13 | 21:16:03 | 2025-08-13 21:16:03 | American Express | 37************6942 | Pemex | Gasolina | 1076.95 | León | 33.01 | False | Aprobada | False | |
| TXN_00000172 | CLI_000074 | 2025-08-05 | 12:44:14 | 2025-08-05 12:44:14 | Mastercard | 5************7174 | Xbox Store | Entretenimiento | 178.21 | Guadalajara | 34.36 | False | Aprobada | False | |
| TXN_00000173 | CLI_000149 | 2025-07-13 | 20:17:54 | 2025-07-13 20:17:54 | Mastercard | 5************4291 | Volaris | Viajes | 17701.99 | Querétaro | 48.07 | False | Aprobada | False | |
| TXN_00000174 | CLI_000015 | 2025-07-27 | 06:24:20 | 2025-07-27 06:24:20 | Mastercard | 5************4390 | Chedraui | Supermercado | 2102.67 | Guadalajara | 43.65 | False | Aprobada | False | |
| TXN_00000175 | CLI_000068 | 2025-08-13 | 09:31:44 | 2025-08-13 09:31:44 | Mastercard | 5************6937 | Domino's | Restaurante | 1149.08 | Cancún | 28.99 | False | Aprobada | False | |
| TXN_00000176 | CLI_000150 | 2025-07-18 | 14:41:23 | 2025-07-18 14:41:23 | American Express | 37************2500 | Xbox Store | Entretenimiento | 589.13 | Toluca | 3.37 | False | Aprobada | False | |
| TXN_00000177 | CLI_000088 | 2025-08-16 | 05:04:23 | 2025-08-16 05:04:23 | American Express | 37************5885 | Totalplay | Telecomunicaciones | 567.6 | Mérida | 45.63 | True | Aprobada | False | |
| TXN_00000178 | CLI_000115 | 2025-08-15 | 04:29:24 | 2025-08-15 04:29:24 | Visa | 4************8335 | McDonald's | Restaurante | 1035.57 | Toluca | 4.3 | True | Aprobada | False | |
| TXN_00000179 | CLI_000173 | 2025-10-01 | 07:52:17 | 2025-10-01 07:52:17 | American Express | 37************3776 | Xbox Store | Entretenimiento | 409.97 | Guadalajara | 5.83 | False | Aprobada | False | |
| TXN_00000180 | CLI_000056 | 2025-08-09 | 18:23:11 | 2025-08-09 18:23:11 | Mastercard | 5************6289 | Walmart | Supermercado | 117.69 | Toluca | 42.49 | False | Aprobada | False | |
| TXN_00000181 | CLI_000101 | 2025-07-15 | 01:17:38 | 2025-07-15 01:17:38 | Visa | 4************8245 | Uber | Servicios | 217.08 | Mérida | 20.54 | True | Aprobada | False | |
| TXN_00000182 | CLI_000102 | 2025-07-14 | 06:29:24 | 2025-07-14 06:29:24 | American Express | 37************7906 | Amazon Web Services | Educación | 1214.65 | Puebla | 39.7 | False | Aprobada | False | |
| TXN_00000183 | CLI_000152 | 2025-09-24 | 21:24:50 | 2025-09-24 21:24:50 | Mastercard | 5************8619 | McDonald's | Restaurante | 384.72 | Querétaro | 48.99 | False | Aprobada | False | |
| TXN_00000184 | CLI_000037 | 2025-07-04 | 09:31:29 | 2025-07-04 09:31:29 | American Express | 37************4020 | Hospital ABC | Salud | 6417.87 | Mérida | 38.73 | False | Aprobada | False | |
| TXN_00000185 | CLI_000019 | 2025-08-05 | 17:45:01 | 2025-08-05 17:45:01 | American Express | 37************1079 | Walmart | Supermercado | 2763.15 | Cancún | 28.83 | False | Aprobada | False | |
| TXN_00000186 | CLI_000117 | 2025-09-27 | 05:38:16 | 2025-09-27 05:38:16 | Visa | 4************1020 | Farmacias Similares | Farmacia | 282.99 | Querétaro | 48.55 | True | Aprobada | False | |
| TXN_00000187 | CLI_000088 | 2025-09-01 | 09:38:54 | 2025-09-01 09:38:54 | American Express | 37************3617 | Udemy | Educación | 2752.05 | Querétaro | 20.66 | False | Aprobada | False | |
| TXN_00000188 | CLI_000142 | 2025-07-22 | 05:37:28 | 2025-07-22 05:37:28 | Mastercard | 5************9506 | Farmacias del Ahorro | Farmacia | 70.59 | Puebla | 34.42 | True | Aprobada | False | |
| TXN_00000189 | CLI_000070 | 2025-09-02 | 01:39:33 | 2025-09-02 01:39:33 | Visa | 4************1560 | Cinépolis | Entretenimiento | 431.66 | Puebla | 21.69 | True | Aprobada | False | |
| TXN_00000190 | CLI_000111 | 2025-08-29 | 15:16:20 | 2025-08-29 15:16:20 | Visa | 4************8967 | Airbnb | Viajes | 15942.39 | Puebla | 31.81 | False | Aprobada | False | |
| TXN_00000191 | CLI_000086 | 2025-09-03 | 00:55:45 | 2025-09-03 00:55:45 | Mastercard | 5************6205 | LinkedIn Learning | Educación | 2579.91 | Ciudad de México | 27.72 | True | Aprobada | False | |
| TXN_00000192 | CLI_000169 | 2025-09-13 | 17:19:11 | 2025-09-13 17:19:11 | American Express | 37************3266 | Farmacias Similares | Salud | 2541.88 | León | 37.8 | False | Aprobada | False | |
| TXN_00000193 | CLI_000082 | 2025-07-05 | 03:29:31 | 2025-07-05 03:29:31 | Mastercard | 5************2688 | Coppel | Ropa | 3529.42 | Puebla | 2.78 | True | Aprobada | False | |
| TXN_00000194 | CLI_000152 | 2025-09-03 | 06:43:17 | 2025-09-03 06:43:17 | Mastercard | 5************4728 | Rappi | Servicios | 915.08 | Toluca | 28.77 | False | Aprobada | False | |
| TXN_00000195 | CLI_000067 | 2025-07-03 | 19:50:04 | 2025-07-03 19:50:04 | Mastercard | 5************2287 | Laboratorio Chopo | Salud | 6046.07 | Puebla | 23.64 | False | Aprobada | False | |
| TXN_00000196 | CLI_000162 | 2025-08-04 | 09:49:45 | 2025-08-04 09:49:45 | Mastercard | 5************5249 | Soriana | Supermercado | 2356.27 | Ciudad de México | 30.9 | False | Aprobada | False | |
| TXN_00000197 | CLI_000151 | 2025-07-07 | 13:26:03 | 2025-07-07 13:26:03 | Visa | 4************9719 | Farmacia Guadalajara | Farmacia | 308.5 | Ciudad de México | 17.81 | False | Aprobada | False | |
| TXN_00000198 | CLI_000182 | 2025-07-31 | 12:36:24 | 2025-07-31 12:36:24 | Mastercard | 5************9964 | BP | Gasolina | 1328.78 | Monterrey | 41.82 | False | Aprobada | False | |
| TXN_00000199 | CLI_000134 | 2025-08-05 | 22:56:39 | 2025-08-05 22:56:39 | Visa | 4************4143 | Izzi | Servicios | 792.46 | Toluca | 40.6 | False | Aprobada | False | |
| TXN_00000200 | CLI_000144 | 2025-08-09 | 13:12:41 | 2025-08-09 13:12:41 | American Express | 37************6598 | Farmacias Similares | Salud | 2952.84 | Cancún | 8.06 | False | Aprobada | False | |
| TXN_00000201 | CLI_000043 | 2025-08-27 | 10:07:35 | 2025-08-27 10:07:35 | American Express | 37************9198 | San Pablo | Farmacia | 2298.68 | Tijuana | 377.47 | False | Aprobada | True | |
| TXN_00000202 | CLI_000025 | 2025-07-25 | 20:07:29 | 2025-07-25 20:07:29 | Mastercard | 5************1144 | Chedraui | Supermercado | 2515.5 | Cancún | 27.36 | False | Aprobada | False | |
| TXN_00000203 | CLI_000033 | 2025-08-12 | 01:23:58 | 2025-08-12 01:23:58 | Visa | 4************8809 | Spotify | Entretenimiento | 958.2 | Ciudad de México | 14.1 | True | Aprobada | False | |
| TXN_00000204 | CLI_000194 | 2025-07-22 | 05:13:38 | 2025-07-22 05:13:38 | American Express | 37************3152 | Pemex | Gasolina | 670.7 | Querétaro | 7.26 | True | Aprobada | False | |
| TXN_00000205 | CLI_000069 | 2025-09-02 | 13:51:32 | 2025-09-02 13:51:32 | Visa | 4************8441 | Walmart | Supermercado | 1708.56 | Guadalajara | 9.4 | False | Aprobada | False | |
| TXN_00000206 | CLI_000037 | 2025-09-08 | 09:19:56 | 2025-09-08 09:19:56 | American Express | 37************4854 | Palacio de Hierro | Ropa | 4322.37 | Guadalajara | 18.83 | False | Aprobada | False | |
| TXN_00000207 | CLI_000016 | 2025-08-02 | 21:37:37 | 2025-08-02 21:37:37 | Visa | 4************5570 | DiDi | Servicios | 922.66 | Ciudad de México | 13.49 | False | Aprobada | False | |
| TXN_00000208 | CLI_000129 | 2025-08-27 | 00:41:38 | 2025-08-27 00:41:38 | Visa | 4************3067 | DiDi | Servicios | 96.79 | León | 35.67 | True | Aprobada | False | |
| TXN_00000209 | CLI_000120 | 2025-09-24 | 07:26:18 | 2025-09-24 07:26:18 | Mastercard | 5************7374 | Coursera | Educación | 743.49 | Monterrey | 47.51 | False | Aprobada | False | |
| TXN_00000210 | CLI_000071 | 2025-08-27 | 04:40:45 | 2025-08-27 04:40:45 | Visa | 4************6749 | Farmacias del Ahorro | Farmacia | 537.67 | Tijuana | 31.02 | True | Aprobada | False | |
| TXN_00000211 | CLI_000192 | 2025-09-03 | 16:00:57 | 2025-09-03 16:00:57 | Visa | 4************5256 | Hospital ABC | Salud | 1876.2 | Guadalajara | 0.02 | False | Aprobada | False | |
| TXN_00000212 | CLI_000124 | 2025-08-05 | 03:08:25 | 2025-08-05 03:08:25 | Mastercard | 5************5645 | KFC | Restaurante | 277.28 | Ciudad de México | 42.12 | True | Aprobada | False | |
| TXN_00000213 | CLI_000044 | 2025-08-23 | 22:56:11 | 2025-08-23 22:56:11 | Mastercard | 5************8824 | Soriana | Supermercado | 967.19 | Puebla | 41.06 | False | Aprobada | False | |
| TXN_00000214 | CLI_000076 | 2025-07-31 | 12:38:31 | 2025-07-31 12:38:31 | Mastercard | 5************5465 | Farmacias Similares | Salud | 2728.92 | Puebla | 31.8 | False | Aprobada | False | |
| TXN_00000215 | CLI_000169 | 2025-09-05 | 12:14:43 | 2025-09-05 12:14:43 | American Express | 37************6178 | Cinépolis | Entretenimiento | 1047.6 | Ciudad de México | 35.76 | False | Aprobada | False | |
| TXN_00000216 | CLI_000001 | 2025-08-29 | 10:13:09 | 2025-08-29 10:13:09 | Visa | 4************3693 | San Pablo | Farmacia | 550.79 | Toluca | 19.73 | False | Aprobada | False | |
| TXN_00000217 | CLI_000021 | 2025-08-13 | 21:30:12 | 2025-08-13 21:30:12 | Mastercard | 5************9247 | Volaris | Viajes | 4444.07 | Guadalajara | 46.45 | False | Aprobada | False | |
| TXN_00000218 | CLI_000167 | 2025-07-16 | 14:36:03 | 2025-07-16 14:36:03 | Visa | 4************4949 | Office Depot | Electrónica | 4605.34 | Ciudad de México | 45.81 | False | Aprobada | False | |
| TXN_00000219 | CLI_000186 | 2025-09-28 | 02:26:33 | 2025-09-28 02:26:33 | American Express | 37************6647 | Domino's | Restaurante | 1890.86 | Monterrey | 49.38 | True | Aprobada | False | |
| TXN_00000220 | CLI_000200 | 2025-09-25 | 13:53:09 | 2025-09-25 13:53:09 | Visa | 4************4694 | Laboratorio Chopo | Salud | 7110.88 | Mérida | 46.1 | False | Aprobada | False | |
| TXN_00000221 | CLI_000007 | 2025-09-18 | 08:58:11 | 2025-09-18 08:58:11 | American Express | 37************5934 | Zara | Ropa | 1019.23 | Toluca | 8.27 | False | Aprobada | False | |
| TXN_00000222 | CLI_000043 | 2025-08-25 | 03:39:48 | 2025-08-25 03:39:48 | American Express | 37************9146 | Amazon Web Services | Educación | 2890.04 | Cancún | 42.78 | True | Aprobada | False | |
| TXN_00000223 | CLI_000028 | 2025-09-01 | 04:36:45 | 2025-09-01 04:36:45 | Mastercard | 5************9705 | Uber | Servicios | 445.23 | Puebla | 15.28 | True | Aprobada | False | |
| TXN_00000224 | CLI_000056 | 2025-10-02 | 02:55:57 | 2025-10-02 02:55:57 | American Express | 37************1653 | Coursera | Educación | 1237.11 | Ciudad de México | 28.31 | True | Aprobada | False | |
| TXN_00000225 | CLI_000151 | 2025-09-28 | 21:30:53 | 2025-09-28 21:30:53 | Visa | 4************4057 | AT&T | Telecomunicaciones | 389.78 | Monterrey | 2.98 | False | Aprobada | False | |
| TXN_00000226 | CLI_000061 | 2025-07-15 | 19:35:56 | 2025-07-15 19:35:56 | American Express | 37************1696 | Italiannis | Restaurante | 2473.21 | Mérida | 139.68 | False | Aprobada | True | |
| TXN_00000227 | CLI_000012 | 2025-08-02 | 05:26:44 | 2025-08-02 05:26:44 | Visa | 4************9016 | Palacio de Hierro | Ropa | 2445.58 | Tijuana | 37.12 | True | Aprobada | False | |
| TXN_00000228 | CLI_000107 | 2025-07-12 | 18:14:34 | 2025-07-12 18:14:34 | Mastercard | 5************4828 | Despegar | Viajes | 43420.93 | Querétaro | 323.51 | False | Aprobada | True | |
| TXN_00000229 | CLI_000140 | 2025-07-12 | 16:31:20 | 2025-07-12 16:31:20 | Visa | 4************7662 | Airbnb | Viajes | 6629.53 | Guadalajara | 22.6 | False | Aprobada | False | |
| TXN_00000230 | CLI_000036 | 2025-08-25 | 18:18:40 | 2025-08-25 18:18:40 | American Express | 37************3298 | Shell | Gasolina | 1131.24 | Tijuana | 30.84 | False | Aprobada | False | |
| TXN_00000231 | CLI_000029 | 2025-07-16 | 06:01:18 | 2025-07-16 06:01:18 | American Express | 37************3662 | KFC | Restaurante | 492.56 | Tijuana | 5.22 | False | Aprobada | False | |
| TXN_00000232 | CLI_000072 | 2025-07-18 | 00:10:37 | 2025-07-18 00:10:37 | Mastercard | 5************3331 | Chevron | Gasolina | 478.67 | Puebla | 12.83 | True | Aprobada | False | |
| TXN_00000233 | CLI_000080 | 2025-08-18 | 23:04:21 | 2025-08-18 23:04:21 | Mastercard | 5************4576 | Mobil | Gasolina | 887.09 | Ciudad de México | 29.84 | True | Aprobada | False | |
| TXN_00000234 | CLI_000049 | 2025-07-06 | 13:08:56 | 2025-07-06 13:08:56 | Visa | 4************4129 | Hospital ABC | Salud | 5947.21 | Cancún | 11.67 | False | Aprobada | False | |
| TXN_00000235 | CLI_000150 | 2025-08-24 | 01:39:15 | 2025-08-24 01:39:15 | Visa | 4************4637 | Laboratorio Chopo | Salud | 8631.87 | Puebla | 12.3 | True | Aprobada | False | |
| TXN_00000236 | CLI_000077 | 2025-07-30 | 22:42:50 | 2025-07-30 22:42:50 | American Express | 37************7015 | Best Buy | Electrónica | 9958.93 | Tijuana | 4.65 | False | Aprobada | False | |
| TXN_00000237 | CLI_000089 | 2025-09-26 | 18:38:27 | 2025-09-26 18:38:27 | Visa | 4************9535 | Izzi | Servicios | 106.51 | Ciudad de México | 18.04 | False | Aprobada | False | |
| TXN_00000238 | CLI_000084 | 2025-09-21 | 13:54:15 | 2025-09-21 13:54:15 | American Express | 37************7299 | Palacio de Hierro | Ropa | 2660.2 | Monterrey | 8.57 | False | Aprobada | False | |
| TXN_00000239 | CLI_000002 | 2025-09-28 | 22:33:49 | 2025-09-28 22:33:49 | American Express | 37************7043 | Movistar | Telecomunicaciones | 700.98 | Mérida | 31.08 | False | Aprobada | False | |
| TXN_00000240 | CLI_000118 | 2025-08-14 | 22:19:59 | 2025-08-14 22:19:59 | American Express | 37************6269 | Chedraui | Supermercado | 1770.74 | Toluca | 48.28 | False | Aprobada | False | |
| TXN_00000241 | CLI_000060 | 2025-07-04 | 05:18:17 | 2025-07-04 05:18:17 | Visa | 4************9545 | Farmacias Similares | Farmacia | 764.42 | Tijuana | 35.74 | True | Aprobada | False | |
| TXN_00000242 | CLI_000099 | 2025-08-10 | 09:45:46 | 2025-08-10 09:45:46 | Visa | 4************2330 | BP | Gasolina | 636.16 | Cancún | 20.62 | False | Aprobada | False | |
| TXN_00000243 | CLI_000191 | 2025-08-20 | 04:58:59 | 2025-08-20 04:58:59 | Mastercard | 5************6809 | KFC | Restaurante | 1614.84 | Cancún | 49.09 | True | Aprobada | False | |
| TXN_00000244 | CLI_000140 | 2025-07-06 | 12:02:35 | 2025-07-06 12:02:35 | Visa | 4************8586 | Amazon | Electrónica | 5339.04 | Querétaro | 39.51 | False | Aprobada | False | |
| TXN_00000245 | CLI_000010 | 2025-09-02 | 10:32:18 | 2025-09-02 10:32:18 | Visa | 4************5567 | Volaris | Viajes | 14797.36 | Tijuana | 3.73 | False | Aprobada | False | |
| TXN_00000246 | CLI_000164 | 2025-09-10 | 00:22:14 | 2025-09-10 00:22:14 | American Express | 37************9322 | Farmacias del Ahorro | Farmacia | 713.08 | Guadalajara | 33.79 | True | Aprobada | False | |
| TXN_00000247 | CLI_000095 | 2025-09-27 | 14:33:51 | 2025-09-27 14:33:51 | Visa | 4************6649 | Cinemex | Entretenimiento | 553.09 | Toluca | 14.63 | False | Aprobada | False | |
| TXN_00000248 | CLI_000054 | 2025-08-09 | 18:13:15 | 2025-08-09 18:13:15 | Visa | 4************4395 | Amazon Web Services | Educación | 473.8 | Monterrey | 35.61 | False | Aprobada | False | |
| TXN_00000249 | CLI_000132 | 2025-09-05 | 13:39:04 | 2025-09-05 13:39:04 | Mastercard | 5************1596 | La Comer | Supermercado | 1911.07 | Monterrey | 3.05 | False | Aprobada | False | |
| TXN_00000250 | CLI_000057 | 2025-09-15 | 04:45:15 | 2025-09-15 04:45:15 | Mastercard | 5************5729 | Domino's | Restaurante | 358.78 | Tijuana | 38.83 | True | Aprobada | False | |
| TXN_00000251 | CLI_000018 | 2025-09-20 | 17:12:56 | 2025-09-20 17:12:56 | Mastercard | 5************9724 | Office Depot | Electrónica | 11246.9 | Monterrey | 47.89 | False | Aprobada | False | |
| TXN_00000252 | CLI_000041 | 2025-07-08 | 00:16:46 | 2025-07-08 00:16:46 | Visa | 4************8235 | Xbox Store | Entretenimiento | 1315.79 | Tijuana | 20.83 | True | Aprobada | False | |
| TXN_00000253 | CLI_000086 | 2025-09-02 | 04:08:08 | 2025-09-02 04:08:08 | Mastercard | 5************3064 | Spotify | Entretenimiento | 1287.19 | Ciudad de México | 48.58 | True | Aprobada | False | |
| TXN_00000254 | CLI_000031 | 2025-09-27 | 01:41:02 | 2025-09-27 01:41:02 | Visa | 4************8220 | Liverpool | Ropa | 1287.87 | León | 15.01 | True | Aprobada | False | |
| TXN_00000255 | CLI_000168 | 2025-07-30 | 07:03:12 | 2025-07-30 07:03:12 | American Express | 37************8926 | Farmacia Guadalajara | Farmacia | 604.72 | Mérida | 26.65 | False | Aprobada | False | |
| TXN_00000256 | CLI_000127 | 2025-07-09 | 03:27:08 | 2025-07-09 03:27:08 | American Express | 37************8875 | Telcel | Telecomunicaciones | 744.27 | Querétaro | 22.54 | True | Aprobada | False | |
| TXN_00000257 | CLI_000021 | 2025-08-10 | 23:35:06 | 2025-08-10 23:35:06 | American Express | 37************6884 | Cinemex | Entretenimiento | 802.5 | Monterrey | 47.11 | True | Aprobada | False | |
| TXN_00000258 | CLI_000180 | 2025-09-13 | 05:05:17 | 2025-09-13 05:05:17 | American Express | 37************1984 | H&M | Ropa | 4998.51 | Toluca | 17.04 | True | Aprobada | False | |
| TXN_00000259 | CLI_000002 | 2025-09-19 | 08:20:52 | 2025-09-19 08:20:52 | American Express | 37************9871 | Amazon | Electrónica | 12891.92 | León | 9.92 | False | Aprobada | False | |
| TXN_00000260 | CLI_000108 | 2025-08-12 | 15:35:37 | 2025-08-12 15:35:37 | American Express | 37************8488 | Udemy | Educación | 4479.55 | León | 44.53 | False | Aprobada | False | |
| TXN_00000261 | CLI_000054 | 2025-07-23 | 17:51:08 | 2025-07-23 17:51:08 | Visa | 4************7552 | Hospital ABC | Salud | 3851.07 | Puebla | 39.3 | False | Aprobada | False | |
| TXN_00000262 | CLI_000114 | 2025-08-05 | 22:22:13 | 2025-08-05 22:22:13 | Visa | 4************1936 | Farmacias del Ahorro | Farmacia | 99.68 | Monterrey | 36.69 | False | Aprobada | False | |
| TXN_00000263 | CLI_000017 | 2025-07-16 | 02:11:51 | 2025-07-16 02:11:51 | Mastercard | 5************8220 | Liverpool | Ropa | 3828.41 | Mérida | 32.91 | True | Aprobada | False | |
| TXN_00000264 | CLI_000150 | 2025-07-26 | 21:09:52 | 2025-07-26 21:09:52 | Visa | 4************7807 | Volaris | Viajes | 12621.14 | Mérida | 27.02 | False | Aprobada | False | |
| TXN_00000265 | CLI_000153 | 2025-08-29 | 01:25:54 | 2025-08-29 01:25:54 | American Express | 37************8622 | Starbucks | Restaurante | 1691.11 | Mérida | 0.85 | True | Aprobada | False | |
| TXN_00000266 | CLI_000052 | 2025-08-31 | 09:15:37 | 2025-08-31 09:15:37 | American Express | 37************3885 | Coursera | Educación | 704.89 | Cancún | 48.68 | False | Aprobada | False | |
| TXN_00000267 | CLI_000072 | 2025-08-25 | 18:08:01 | 2025-08-25 18:08:01 | Visa | 4************6601 | Laboratorio Chopo | Salud | 905.71 | Toluca | 7.73 | False | Aprobada | False | |
| TXN_00000268 | CLI_000187 | 2025-08-29 | 05:48:26 | 2025-08-29 05:48:26 | Mastercard | 5************3622 | Coppel | Ropa | 2834.54 | Ciudad de México | 40.96 | True | Aprobada | False | |
| TXN_00000269 | CLI_000132 | 2025-09-13 | 17:48:10 | 2025-09-13 17:48:10 | Visa | 4************2945 | Cinemex | Entretenimiento | 816.8 | Mérida | 1.77 | False | Aprobada | False | |
| TXN_00000270 | CLI_000093 | 2025-07-07 | 22:55:14 | 2025-07-07 22:55:14 | American Express | 37************9550 | AT&T | Telecomunicaciones | 530.18 | Mérida | 6.62 | False | Aprobada | False | |
| TXN_00000271 | CLI_000055 | 2025-09-14 | 17:30:59 | 2025-09-14 17:30:59 | American Express | 37************1591 | Amazon Web Services | Educación | 604.17 | Querétaro | 25.35 | False | Aprobada | False | |
| TXN_00000272 | CLI_000020 | 2025-09-24 | 01:33:26 | 2025-09-24 01:33:26 | American Express | 37************5233 | Italiannis | Restaurante | 954.6 | León | 10.53 | True | Aprobada | False | |
| TXN_00000273 | CLI_000121 | 2025-08-31 | 20:56:20 | 2025-08-31 20:56:20 | Visa | 4************1499 | Telcel | Telecomunicaciones | 438.88 | Ciudad de México | 17.8 | False | Aprobada | False | |
| TXN_00000274 | CLI_000069 | 2025-07-13 | 19:46:08 | 2025-07-13 19:46:08 | Visa | 4************3302 | Farmacias Similares | Farmacia | 364.25 | Toluca | 10.21 | False | Aprobada | False | |
| TXN_00000275 | CLI_000108 | 2025-08-16 | 14:18:57 | 2025-08-16 14:18:57 | American Express | 37************1429 | Coppel | Ropa | 4263.36 | Toluca | 41.45 | False | Aprobada | False | |
| TXN_00000276 | CLI_000175 | 2025-09-11 | 19:15:15 | 2025-09-11 19:15:15 | Visa | 4************3964 | Netflix | Entretenimiento | 503.96 | Tijuana | 48.79 | False | Aprobada | False | |
| TXN_00000277 | CLI_000124 | 2025-09-23 | 02:50:00 | 2025-09-23 02:50:00 | Mastercard | 5************4127 | Amazon | Electrónica | 8869.57 | Cancún | 43.66 | True | Aprobada | False | |
| TXN_00000278 | CLI_000147 | 2025-07-22 | 00:10:42 | 2025-07-22 00:10:42 | Visa | 4************3234 | Dentegra | Salud | 3951.89 | Cancún | 9.53 | True | Aprobada | False | |
| TXN_00000279 | CLI_000087 | 2025-07-29 | 13:27:08 | 2025-07-29 13:27:08 | Mastercard | 5************8571 | AT&T | Telecomunicaciones | 529.95 | Ciudad de México | 41.77 | False | Aprobada | False | |
| TXN_00000280 | CLI_000110 | 2025-07-22 | 21:54:02 | 2025-07-22 21:54:02 | Mastercard | 5************8845 | Walmart | Supermercado | 1484.29 | Puebla | 15.06 | False | Aprobada | False | |
| TXN_00000281 | CLI_000045 | 2025-07-20 | 10:49:34 | 2025-07-20 10:49:34 | Visa | 4************7097 | Udemy | Educación | 1568.08 | Monterrey | 25.04 | False | Aprobada | False | |
| TXN_00000282 | CLI_000091 | 2025-07-17 | 16:01:44 | 2025-07-17 16:01:44 | Mastercard | 5************3969 | Walmart | Supermercado | 939.72 | Ciudad de México | 13.89 | False | Aprobada | False | |
| TXN_00000283 | CLI_000141 | 2025-09-21 | 17:46:34 | 2025-09-21 17:46:34 | American Express | 37************2192 | Volaris | Viajes | 2023.39 | Tijuana | 21.55 | False | Aprobada | False | |
| TXN_00000284 | CLI_000132 | 2025-09-24 | 04:26:46 | 2025-09-24 04:26:46 | American Express | 37************7302 | Amazon Web Services | Educación | 3334.18 | Mérida | 47.51 | True | Aprobada | False | |
| TXN_00000285 | CLI_000059 | 2025-09-19 | 08:06:29 | 2025-09-19 08:06:29 | American Express | 37************6998 | San Pablo | Farmacia | 564.43 | Monterrey | 32.58 | False | Aprobada | False | |
| TXN_00000286 | CLI_000110 | 2025-07-20 | 04:48:09 | 2025-07-20 04:48:09 | Visa | 4************4639 | Cinépolis | Entretenimiento | 1062.55 | Mérida | 27.32 | True | Aprobada | False | |
| TXN_00000287 | CLI_000190 | 2025-10-01 | 18:27:22 | 2025-10-01 18:27:22 | American Express | 37************8255 | Izzi | Servicios | 306.97 | Querétaro | 4.26 | False | Aprobada | False | |
| TXN_00000288 | CLI_000055 | 2025-07-30 | 18:04:24 | 2025-07-30 18:04:24 | American Express | 37************5814 | Farmacias del Ahorro | Farmacia | 542.39 | Tijuana | 47.86 | False | Aprobada | False | |
| TXN_00000289 | CLI_000010 | 2025-07-14 | 05:10:03 | 2025-07-14 05:10:03 | Visa | 4************4641 | AT&T | Telecomunicaciones | 797.35 | Puebla | 19.61 | True | Aprobada | False | |
| TXN_00000290 | CLI_000058 | 2025-07-27 | 22:09:04 | 2025-07-27 22:09:04 | Mastercard | 5************1622 | Cinemex | Entretenimiento | 2102.81 | Cancún | 412.73 | False | Rechazada | True | |
| TXN_00000291 | CLI_000093 | 2025-08-25 | 04:22:06 | 2025-08-25 04:22:06 | Mastercard | 5************5784 | Starbucks | Restaurante | 240.6 | Mérida | 0.74 | True | Aprobada | False | |
| TXN_00000292 | CLI_000062 | 2025-09-30 | 02:55:48 | 2025-09-30 02:55:48 | Mastercard | 5************9682 | Laboratorio Chopo | Salud | 1083.26 | Ciudad de México | 9.31 | True | Aprobada | False | |
| TXN_00000293 | CLI_000082 | 2025-08-26 | 05:09:18 | 2025-08-26 05:09:18 | American Express | 37************2273 | Farmacias Similares | Salud | 9074.59 | Ciudad de México | 9.05 | True | Aprobada | False | |
| TXN_00000294 | CLI_000012 | 2025-07-04 | 23:02:52 | 2025-07-04 23:02:52 | American Express | 37************1143 | Airbnb | Viajes | 7945.84 | Mérida | 9.32 | True | Aprobada | False | |
| TXN_00000295 | CLI_000077 | 2025-08-17 | 18:53:29 | 2025-08-17 18:53:29 | American Express | 37************1378 | Aeroméxico | Viajes | 3387.84 | Tijuana | 24.42 | False | Aprobada | False | |
| TXN_00000296 | CLI_000189 | 2025-07-14 | 09:32:02 | 2025-07-14 09:32:02 | American Express | 37************3243 | Amazon Web Services | Educación | 1024.94 | Guadalajara | 19.6 | False | Aprobada | False | |
| TXN_00000297 | CLI_000050 | 2025-08-24 | 18:07:41 | 2025-08-24 18:07:41 | Mastercard | 5************3474 | Uber | Servicios | 86.01 | Cancún | 30.86 | False | Aprobada | False | |
| TXN_00000298 | CLI_000061 | 2025-09-13 | 21:41:41 | 2025-09-13 21:41:41 | American Express | 37************8503 | Amazon | Electrónica | 12778.74 | Ciudad de México | 49.65 | False | Aprobada | False | |
| TXN_00000299 | CLI_000085 | 2025-09-19 | 09:17:11 | 2025-09-19 09:17:11 | American Express | 37************8581 | Airbnb | Viajes | 11542.77 | Mérida | 43.86 | False | Aprobada | False | |
| TXN_00000300 | CLI_000066 | 2025-08-05 | 09:52:38 | 2025-08-05 09:52:38 | Visa | 4************2991 | Costco | Supermercado | 609.6 | León | 23.87 | False | Aprobada | False | |
| TXN_00000301 | CLI_000076 | 2025-09-21 | 20:12:31 | 2025-09-21 20:12:31 | Mastercard | 5************7462 | Coursera | Educación | 3619.46 | Puebla | 28.65 | False | Aprobada | False | |
| TXN_00000302 | CLI_000159 | 2025-09-21 | 18:40:36 | 2025-09-21 18:40:36 | Visa | 4************2586 | Laboratorio Chopo | Salud | 9405.34 | Monterrey | 25.14 | False | Aprobada | False | |
| TXN_00000303 | CLI_000019 | 2025-09-19 | 23:08:55 | 2025-09-19 23:08:55 | Mastercard | 5************6983 | Amazon | Electrónica | 6357.36 | Mérida | 43.76 | True | Aprobada | False | |
| TXN_00000304 | CLI_000050 | 2025-09-28 | 23:05:30 | 2025-09-28 23:05:30 | American Express | 37************1861 | Starbucks | Restaurante | 713.44 | Cancún | 27.3 | True | Aprobada | False | |
| TXN_00000305 | CLI_000163 | 2025-08-18 | 10:59:29 | 2025-08-18 10:59:29 | American Express | 37************4260 | Rappi | Servicios | 836.4 | Puebla | 33.09 | False | Aprobada | False | |
| TXN_00000306 | CLI_000153 | 2025-09-20 | 04:12:16 | 2025-09-20 04:12:16 | American Express | 37************2590 | H&M | Ropa | 1762.17 | Monterrey | 46.73 | True | Aprobada | False | |
| TXN_00000307 | CLI_000069 | 2025-09-30 | 22:34:56 | 2025-09-30 22:34:56 | Visa | 4************7020 | Amazon Web Services | Educación | 1059.92 | Cancún | 46.52 | False | Aprobada | False | |
| TXN_00000308 | CLI_000075 | 2025-08-21 | 05:04:22 | 2025-08-21 05:04:22 | Mastercard | 5************5162 | Best Buy | Electrónica | 14634.2 | Querétaro | 42.7 | True | Aprobada | False | |
| TXN_00000309 | CLI_000102 | 2025-07-07 | 23:09:07 | 2025-07-07 23:09:07 | American Express | 37************1668 | Cinemex | Entretenimiento | 458.54 | León | 45.34 | True | Aprobada | False | |
| TXN_00000310 | CLI_000102 | 2025-09-18 | 21:50:18 | 2025-09-18 21:50:18 | Mastercard | 5************8472 | Best Buy | Electrónica | 2243.61 | Ciudad de México | 12.7 | False | Aprobada | False | |
| TXN_00000311 | CLI_000139 | 2025-07-19 | 16:25:23 | 2025-07-19 16:25:23 | Mastercard | 5************6646 | McDonald's | Restaurante | 1884.78 | Tijuana | 46.4 | False | Aprobada | False | |
| TXN_00000312 | CLI_000102 | 2025-08-24 | 18:21:54 | 2025-08-24 18:21:54 | Visa | 4************5346 | Starbucks | Restaurante | 825.6 | Monterrey | 12.0 | False | Aprobada | False | |
| TXN_00000313 | CLI_000134 | 2025-09-07 | 06:39:24 | 2025-09-07 06:39:24 | American Express | 37************9306 | Volaris | Viajes | 5799.1 | Guadalajara | 22.34 | False | Aprobada | False | |
| TXN_00000314 | CLI_000186 | 2025-07-29 | 12:21:18 | 2025-07-29 12:21:18 | Mastercard | 5************2813 | Shell | Gasolina | 1040.39 | Toluca | 19.6 | False | Aprobada | False | |
| TXN_00000315 | CLI_000197 | 2025-07-13 | 01:05:35 | 2025-07-13 01:05:35 | Mastercard | 5************7950 | Chedraui | Supermercado | 1795.11 | Ciudad de México | 8.64 | True | Aprobada | False | |
| TXN_00000316 | CLI_000089 | 2025-07-25 | 04:32:50 | 2025-07-25 04:32:50 | American Express | 37************1739 | Farmacias Similares | Salud | 887.92 | Querétaro | 8.7 | True | Aprobada | False | |
| TXN_00000317 | CLI_000045 | 2025-10-01 | 11:04:26 | 2025-10-01 11:04:26 | American Express | 37************8304 | Totalplay | Telecomunicaciones | 782.97 | León | 8.12 | False | Aprobada | False | |
| TXN_00000318 | CLI_000078 | 2025-08-02 | 12:21:26 | 2025-08-02 12:21:26 | American Express | 37************9741 | Hospital ABC | Salud | 3939.08 | Puebla | 32.9 | False | Aprobada | False | |
| TXN_00000319 | CLI_000087 | 2025-08-24 | 06:48:25 | 2025-08-24 06:48:25 | American Express | 37************5455 | Booking.com | Viajes | 16202.75 | Mérida | 22.63 | False | Aprobada | False | |
| TXN_00000320 | CLI_000196 | 2025-09-17 | 02:01:04 | 2025-09-17 02:01:04 | American Express | 37************5277 | Coursera | Educación | 4310.62 | Cancún | 40.87 | True | Aprobada | False | |
| TXN_00000321 | CLI_000026 | 2025-08-02 | 23:25:59 | 2025-08-02 23:25:59 | Visa | 4************7989 | Volaris | Viajes | 7479.19 | Querétaro | 24.41 | True | Aprobada | False | |
| TXN_00000322 | CLI_000135 | 2025-08-23 | 02:43:27 | 2025-08-23 02:43:27 | Mastercard | 5************4368 | Mobil | Gasolina | 2441.79 | Cancún | 219.86 | True | Aprobada | True | |
| TXN_00000323 | CLI_000001 | 2025-08-24 | 22:03:57 | 2025-08-24 22:03:57 | American Express | 37************5581 | Shell | Gasolina | 506.13 | Querétaro | 3.39 | False | Aprobada | False | |
| TXN_00000324 | CLI_000019 | 2025-09-23 | 07:45:55 | 2025-09-23 07:45:55 | American Express | 37************1650 | Domino's | Restaurante | 793.03 | Puebla | 6.86 | False | Aprobada | False | |
| TXN_00000325 | CLI_000120 | 2025-08-14 | 10:16:28 | 2025-08-14 10:16:28 | Mastercard | 5************4122 | La Comer | Supermercado | 2601.53 | Puebla | 23.44 | False | Aprobada | False | |
| TXN_00000326 | CLI_000027 | 2025-09-06 | 16:04:53 | 2025-09-06 16:04:53 | Visa | 4************8683 | H&M | Ropa | 4667.53 | Cancún | 32.0 | False | Aprobada | False | |
| TXN_00000327 | CLI_000058 | 2025-08-12 | 09:54:44 | 2025-08-12 09:54:44 | American Express | 37************6792 | Airbnb | Viajes | 16908.36 | Guadalajara | 18.22 | False | Aprobada | False | |
| TXN_00000328 | CLI_000141 | 2025-07-21 | 08:58:09 | 2025-07-21 08:58:09 | Visa | 4************7617 | Farmacias del Ahorro | Farmacia | 481.87 | Guadalajara | 2.11 | False | Aprobada | False | |
| TXN_00000329 | CLI_000170 | 2025-08-28 | 06:06:08 | 2025-08-28 06:06:08 | Mastercard | 5************5378 | Dentegra | Salud | 9552.87 | León | 13.06 | False | Aprobada | False | |
| TXN_00000330 | CLI_000151 | 2025-09-10 | 22:55:33 | 2025-09-10 22:55:33 | Mastercard | 5************8625 | Hospital ABC | Salud | 2825.05 | Tijuana | 43.98 | False | Aprobada | False | |
| TXN_00000331 | CLI_000029 | 2025-08-19 | 23:24:13 | 2025-08-19 23:24:13 | American Express | 37************9292 | Despegar | Viajes | 4239.11 | Toluca | 28.84 | True | Aprobada | False | |
| TXN_00000332 | CLI_000167 | 2025-09-14 | 09:55:49 | 2025-09-14 09:55:49 | American Express | 37************9170 | Totalplay | Telecomunicaciones | 220.54 | León | 1.42 | False | Aprobada | False | |
| TXN_00000333 | CLI_000062 | 2025-09-01 | 03:47:51 | 2025-09-01 03:47:51 | American Express | 37************2739 | Palacio de Hierro | Ropa | 978.02 | León | 22.39 | True | Aprobada | False | |
| TXN_00000334 | CLI_000018 | 2025-09-15 | 23:15:00 | 2025-09-15 23:15:00 | Mastercard | 5************1108 | Rappi | Servicios | 103.85 | Guadalajara | 28.85 | True | Aprobada | False | |
| TXN_00000335 | CLI_000100 | 2025-07-05 | 15:24:58 | 2025-07-05 15:24:58 | Visa | 4************4869 | H&M | Ropa | 3513.01 | Guadalajara | 31.48 | False | Aprobada | False | |
| TXN_00000336 | CLI_000194 | 2025-08-26 | 20:46:29 | 2025-08-26 20:46:29 | Mastercard | 5************9122 | Farmacias Similares | Farmacia | 212.23 | Toluca | 42.1 | False | Aprobada | False | |
| TXN_00000337 | CLI_000014 | 2025-09-24 | 17:21:37 | 2025-09-24 17:21:37 | Mastercard | 5************8152 | Farmacias Similares | Farmacia | 764.5 | Mérida | 47.75 | False | Aprobada | False | |
| TXN_00000338 | CLI_000021 | 2025-08-29 | 10:54:23 | 2025-08-29 10:54:23 | American Express | 37************6484 | Movistar | Telecomunicaciones | 666.99 | Cancún | 43.11 | False | Aprobada | False | |
| TXN_00000339 | CLI_000114 | 2025-07-20 | 02:46:40 | 2025-07-20 02:46:40 | Mastercard | 5************4347 | Izzi | Servicios | 317.77 | Tijuana | 34.1 | True | Aprobada | False | |
| TXN_00000340 | CLI_000043 | 2025-09-08 | 22:15:32 | 2025-09-08 22:15:32 | Visa | 4************8064 | McDonald's | Restaurante | 1405.9 | Ciudad de México | 5.68 | False | Aprobada | False | |
| TXN_00000341 | CLI_000063 | 2025-07-25 | 21:49:45 | 2025-07-25 21:49:45 | American Express | 37************6341 | LinkedIn Learning | Educación | 776.57 | Ciudad de México | 4.75 | False | Aprobada | False | |
| TXN_00000342 | CLI_000098 | 2025-08-05 | 13:33:43 | 2025-08-05 13:33:43 | Visa | 4************4537 | Farmacias del Ahorro | Farmacia | 493.84 | Monterrey | 36.92 | False | Aprobada | False | |
| TXN_00000343 | CLI_000164 | 2025-08-22 | 23:31:31 | 2025-08-22 23:31:31 | Visa | 4************7570 | Farmacias Similares | Salud | 5289.87 | Monterrey | 17.87 | True | Aprobada | False | |
| TXN_00000344 | CLI_000078 | 2025-09-06 | 13:09:03 | 2025-09-06 13:09:03 | Mastercard | 5************2109 | Amazon Web Services | Educación | 4934.63 | Guadalajara | 5.77 | False | Aprobada | False | |
| TXN_00000345 | CLI_000057 | 2025-07-12 | 10:39:29 | 2025-07-12 10:39:29 | Visa | 4************8391 | Airbnb | Viajes | 4040.04 | Querétaro | 38.64 | False | Aprobada | False | |
| TXN_00000346 | CLI_000116 | 2025-09-11 | 16:01:35 | 2025-09-11 16:01:35 | American Express | 37************4153 | Farmacias Similares | Farmacia | 204.55 | Querétaro | 4.31 | False | Aprobada | False | |
| TXN_00000347 | CLI_000173 | 2025-08-26 | 12:59:14 | 2025-08-26 12:59:14 | American Express | 37************7135 | Totalplay | Telecomunicaciones | 730.92 | Tijuana | 20.53 | False | Aprobada | False | |
| TXN_00000348 | CLI_000028 | 2025-08-14 | 13:59:59 | 2025-08-14 13:59:59 | Visa | 4************1151 | Cinépolis | Entretenimiento | 137.29 | Tijuana | 24.38 | False | Aprobada | False | |
| TXN_00000349 | CLI_000155 | 2025-08-03 | 09:02:50 | 2025-08-03 09:02:50 | American Express | 37************9522 | Amazon | Electrónica | 4092.5 | Tijuana | 46.53 | False | Aprobada | False | |
| TXN_00000350 | CLI_000146 | 2025-08-01 | 18:09:50 | 2025-08-01 18:09:50 | American Express | 37************2123 | Dentegra | Salud | 9374.88 | Querétaro | 12.95 | False | Aprobada | False | |
| TXN_00000351 | CLI_000091 | 2025-09-04 | 08:20:51 | 2025-09-04 08:20:51 | Mastercard | 5************7974 | Xbox Store | Entretenimiento | 1355.56 | Cancún | 33.65 | False | Aprobada | False | |
| TXN_00000352 | CLI_000045 | 2025-07-14 | 17:24:51 | 2025-07-14 17:24:51 | American Express | 37************9564 | Farmacias del Ahorro | Farmacia | 185.23 | Puebla | 33.47 | False | Aprobada | False | |
| TXN_00000353 | CLI_000062 | 2025-08-08 | 09:04:09 | 2025-08-08 09:04:09 | Visa | 4************8417 | Booking.com | Viajes | 18336.24 | Toluca | 22.5 | False | Aprobada | False | |
| TXN_00000354 | CLI_000095 | 2025-07-04 | 18:52:47 | 2025-07-04 18:52:47 | Mastercard | 5************1991 | Laboratorio Chopo | Salud | 3267.81 | Querétaro | 48.82 | False | Aprobada | False | |
| TXN_00000355 | CLI_000083 | 2025-09-09 | 21:15:52 | 2025-09-09 21:15:52 | Visa | 4************7144 | Spotify | Entretenimiento | 875.44 | Querétaro | 3.78 | False | Aprobada | False | |
| TXN_00000356 | CLI_000151 | 2025-09-26 | 06:43:02 | 2025-09-26 06:43:02 | Mastercard | 5************3662 | Mobil | Gasolina | 1307.62 | León | 37.63 | False | Aprobada | False | |
| TXN_00000357 | CLI_000078 | 2025-07-20 | 01:48:35 | 2025-07-20 01:48:35 | Mastercard | 5************7128 | Liverpool | Ropa | 4314.71 | Guadalajara | 16.93 | True | Aprobada | False | |
| TXN_00000358 | CLI_000090 | 2025-09-09 | 04:33:17 | 2025-09-09 04:33:17 | Visa | 4************4125 | Movistar | Telecomunicaciones | 2385.03 | Tijuana | 381.07 | True | Rechazada | True | |
| TXN_00000359 | CLI_000029 | 2025-07-10 | 08:36:48 | 2025-07-10 08:36:48 | Mastercard | 5************5607 | Farmacias Similares | Salud | 8204.12 | Guadalajara | 49.27 | False | Aprobada | False | |
| TXN_00000360 | CLI_000013 | 2025-09-25 | 19:55:10 | 2025-09-25 19:55:10 | Mastercard | 5************5479 | Rappi | Servicios | 657.68 | Cancún | 11.06 | False | Aprobada | False | |
| TXN_00000361 | CLI_000166 | 2025-07-28 | 11:39:28 | 2025-07-28 11:39:28 | Mastercard | 5************5298 | Dentegra | Salud | 6946.94 | Guadalajara | 16.22 | False | Aprobada | False | |
| TXN_00000362 | CLI_000128 | 2025-08-09 | 23:12:14 | 2025-08-09 23:12:14 | Mastercard | 5************6117 | Cinépolis | Entretenimiento | 219.85 | León | 42.99 | True | Aprobada | False | |
| TXN_00000363 | CLI_000132 | 2025-09-13 | 20:05:52 | 2025-09-13 20:05:52 | American Express | 37************8316 | Coursera | Educación | 3728.4 | Cancún | 49.27 | False | Aprobada | False | |
| TXN_00000364 | CLI_000084 | 2025-09-22 | 16:04:18 | 2025-09-22 16:04:18 | Mastercard | 5************8812 | Udemy | Educación | 1351.48 | Cancún | 22.07 | False | Aprobada | False | |
| TXN_00000365 | CLI_000071 | 2025-09-28 | 11:47:47 | 2025-09-28 11:47:47 | Visa | 4************8775 | Pemex | Gasolina | 583.24 | Toluca | 4.22 | False | Aprobada | False | |
| TXN_00000366 | CLI_000099 | 2025-07-26 | 23:49:28 | 2025-07-26 23:49:28 | American Express | 37************8591 | Xbox Store | Entretenimiento | 302.56 | Monterrey | 35.51 | True | Aprobada | False | |
| TXN_00000367 | CLI_000065 | 2025-07-30 | 07:12:46 | 2025-07-30 07:12:46 | Visa | 4************3277 | Rappi | Servicios | 383.99 | Cancún | 3.34 | False | Aprobada | False | |
| TXN_00000368 | CLI_000132 | 2025-09-16 | 04:28:42 | 2025-09-16 04:28:42 | Mastercard | 5************6579 | Despegar | Viajes | 3508.47 | Mérida | 32.01 | True | Aprobada | False | |
| TXN_00000369 | CLI_000022 | 2025-07-22 | 23:00:54 | 2025-07-22 23:00:54 | American Express | 37************4646 | Soriana | Supermercado | 2603.22 | Toluca | 39.64 | True | Aprobada | False | |
| TXN_00000370 | CLI_000043 | 2025-09-22 | 03:41:50 | 2025-09-22 03:41:50 | Mastercard | 5************4699 | H&M | Ropa | 3630.69 | León | 7.97 | True | Aprobada | False | |
| TXN_00000371 | CLI_000058 | 2025-07-30 | 20:27:18 | 2025-07-30 20:27:18 | Mastercard | 5************2252 | Zara | Ropa | 1662.65 | Toluca | 0.13 | False | Aprobada | False | |
| TXN_00000372 | CLI_000062 | 2025-09-16 | 11:53:36 | 2025-09-16 11:53:36 | Mastercard | 5************1277 | Udemy | Educación | 1559.73 | Guadalajara | 43.54 | False | Aprobada | False | |
| TXN_00000373 | CLI_000124 | 2025-08-18 | 17:06:13 | 2025-08-18 17:06:13 | Visa | 4************6810 | Volaris | Viajes | 1172.18 | Toluca | 4.02 | False | Aprobada | False | |
| TXN_00000374 | CLI_000065 | 2025-09-14 | 18:51:55 | 2025-09-14 18:51:55 | Visa | 4************2525 | Farmacia Guadalajara | Farmacia | 394.64 | León | 34.78 | False | Aprobada | False | |
| TXN_00000375 | CLI_000189 | 2025-07-14 | 23:08:34 | 2025-07-14 23:08:34 | Visa | 4************8829 | LinkedIn Learning | Educación | 3298.42 | Tijuana | 39.06 | True | Aprobada | False | |
| TXN_00000376 | CLI_000180 | 2025-07-22 | 02:37:02 | 2025-07-22 02:37:02 | Mastercard | 5************2139 | McDonald's | Restaurante | 1544.95 | Toluca | 47.48 | True | Aprobada | False | |
| TXN_00000377 | CLI_000062 | 2025-08-02 | 09:35:37 | 2025-08-02 09:35:37 | American Express | 37************1733 | Volaris | Viajes | 18739.27 | Ciudad de México | 38.64 | False | Aprobada | False | |
| TXN_00000378 | CLI_000070 | 2025-09-30 | 23:56:42 | 2025-09-30 23:56:42 | Visa | 4************7151 | Izzi | Servicios | 532.42 | Tijuana | 24.7 | True | Aprobada | False | |
| TXN_00000379 | CLI_000118 | 2025-09-10 | 19:15:37 | 2025-09-10 19:15:37 | American Express | 37************1328 | La Comer | Supermercado | 1586.27 | León | 20.71 | False | Aprobada | False | |
| TXN_00000380 | CLI_000161 | 2025-07-09 | 15:59:33 | 2025-07-09 15:59:33 | American Express | 37************2338 | Cinépolis | Entretenimiento | 1131.43 | Guadalajara | 18.58 | False | Aprobada | False | |
| TXN_00000381 | CLI_000106 | 2025-09-23 | 03:24:45 | 2025-09-23 03:24:45 | Visa | 4************5319 | Starbucks | Restaurante | 1037.72 | Ciudad de México | 30.62 | True | Aprobada | False | |
| TXN_00000382 | CLI_000076 | 2025-09-17 | 04:37:43 | 2025-09-17 04:37:43 | Mastercard | 5************6949 | Aeroméxico | Viajes | 18072.55 | Toluca | 38.59 | True | Aprobada | False | |
| TXN_00000383 | CLI_000159 | 2025-08-23 | 23:29:49 | 2025-08-23 23:29:49 | Mastercard | 5************3433 | Cinemex | Entretenimiento | 896.69 | Cancún | 46.97 | True | Aprobada | False | |
| TXN_00000384 | CLI_000172 | 2025-07-05 | 22:48:14 | 2025-07-05 22:48:14 | American Express | 37************7292 | Udemy | Educación | 4273.3 | León | 40.31 | False | Aprobada | False | |
| TXN_00000385 | CLI_000110 | 2025-09-01 | 04:56:34 | 2025-09-01 04:56:34 | American Express | 37************1988 | RadioShack | Electrónica | 8256.83 | Querétaro | 27.92 | True | Aprobada | False | |
| TXN_00000386 | CLI_000194 | 2025-09-20 | 20:27:29 | 2025-09-20 20:27:29 | Mastercard | 5************4539 | KFC | Restaurante | 1293.48 | Ciudad de México | 12.92 | False | Aprobada | False | |
| TXN_00000387 | CLI_000052 | 2025-09-16 | 16:38:45 | 2025-09-16 16:38:45 | American Express | 37************2013 | Coppel | Ropa | 388.29 | Puebla | 31.52 | False | Aprobada | False | |
| TXN_00000388 | CLI_000153 | 2025-07-04 | 06:12:08 | 2025-07-04 06:12:08 | Mastercard | 5************7519 | DiDi | Servicios | 284.76 | Cancún | 36.7 | False | Aprobada | False | |
| TXN_00000389 | CLI_000159 | 2025-07-23 | 08:14:34 | 2025-07-23 08:14:34 | American Express | 37************8018 | La Comer | Supermercado | 2255.73 | León | 21.59 | False | Aprobada | False | |
| TXN_00000390 | CLI_000140 | 2025-07-14 | 23:45:02 | 2025-07-14 23:45:02 | American Express | 37************1231 | Farmacias Similares | Salud | 3576.98 | León | 5.86 | True | Aprobada | False | |
| TXN_00000391 | CLI_000127 | 2025-07-30 | 06:58:05 | 2025-07-30 06:58:05 | American Express | 37************8460 | Shell | Gasolina | 3138.91 | Querétaro | 428.92 | False | Rechazada | True | |
| TXN_00000392 | CLI_000131 | 2025-09-17 | 00:30:49 | 2025-09-17 00:30:49 | American Express | 37************4534 | Telcel | Telecomunicaciones | 593.99 | Monterrey | 22.5 | True | Aprobada | False | |
| TXN_00000393 | CLI_000147 | 2025-08-14 | 01:43:21 | 2025-08-14 01:43:21 | American Express | 37************3218 | Despegar | Viajes | 10735.97 | Cancún | 43.96 | True | Aprobada | False | |
| TXN_00000394 | CLI_000161 | 2025-09-23 | 03:54:20 | 2025-09-23 03:54:20 | American Express | 37************3128 | LinkedIn Learning | Educación | 3580.99 | Monterrey | 0.38 | True | Aprobada | False | |
| TXN_00000395 | CLI_000175 | 2025-09-16 | 18:18:58 | 2025-09-16 18:18:58 | Visa | 4************5976 | Subway | Restaurante | 1067.95 | León | 4.71 | False | Aprobada | False | |
| TXN_00000396 | CLI_000172 | 2025-08-10 | 17:43:08 | 2025-08-10 17:43:08 | Mastercard | 5************7112 | Telcel | Telecomunicaciones | 341.49 | Monterrey | 29.39 | False | Aprobada | False | |
| TXN_00000397 | CLI_000135 | 2025-09-10 | 18:44:22 | 2025-09-10 18:44:22 | American Express | 37************3235 | RadioShack | Electrónica | 11537.42 | Puebla | 25.25 | False | Aprobada | False | |
| TXN_00000398 | CLI_000096 | 2025-08-06 | 00:51:24 | 2025-08-06 00:51:24 | Visa | 4************7298 | Hospital ABC | Salud | 3980.21 | Monterrey | 44.64 | True | Aprobada | False | |
| TXN_00000399 | CLI_000096 | 2025-07-08 | 04:11:04 | 2025-07-08 04:11:04 | Mastercard | 5************3619 | Best Buy | Electrónica | 10991.06 | Tijuana | 18.42 | True | Aprobada | False | |
| TXN_00000400 | CLI_000153 | 2025-08-12 | 18:10:36 | 2025-08-12 18:10:36 | Visa | 4************1940 | Totalplay | Telecomunicaciones | 291.2 | Querétaro | 14.52 | False | Aprobada | False | |
| TXN_00000401 | CLI_000178 | 2025-08-07 | 17:19:07 | 2025-08-07 17:19:07 | American Express | 37************6987 | Coppel | Ropa | 4616.23 | Guadalajara | 15.57 | False | Aprobada | False | |
| TXN_00000402 | CLI_000186 | 2025-07-11 | 20:45:17 | 2025-07-11 20:45:17 | American Express | 37************5409 | Coursera | Educación | 1338.35 | Cancún | 35.43 | False | Aprobada | False | |
| TXN_00000403 | CLI_000073 | 2025-08-12 | 02:41:20 | 2025-08-12 02:41:20 | American Express | 37************6360 | LinkedIn Learning | Educación | 3365.87 | Cancún | 7.91 | True | Aprobada | False | |
| TXN_00000404 | CLI_000165 | 2025-08-15 | 11:21:17 | 2025-08-15 11:21:17 | Visa | 4************6098 | Farmacias del Ahorro | Farmacia | 529.4 | León | 27.42 | False | Aprobada | False | |
| TXN_00000405 | CLI_000196 | 2025-08-06 | 01:49:27 | 2025-08-06 01:49:27 | Mastercard | 5************6459 | Airbnb | Viajes | 1824.96 | Mérida | 43.78 | True | Aprobada | False | |
| TXN_00000406 | CLI_000121 | 2025-09-26 | 23:56:48 | 2025-09-26 23:56:48 | American Express | 37************9214 | Chedraui | Supermercado | 1802.87 | Monterrey | 32.27 | True | Aprobada | False | |
| TXN_00000407 | CLI_000189 | 2025-09-07 | 08:41:26 | 2025-09-07 08:41:26 | Mastercard | 5************9910 | San Pablo | Farmacia | 298.92 | Toluca | 46.57 | False | Aprobada | False | |
| TXN_00000408 | CLI_000086 | 2025-07-21 | 03:39:43 | 2025-07-21 03:39:43 | Mastercard | 5************9523 | Hospital ABC | Salud | 1960.22 | Toluca | 32.17 | True | Aprobada | False | |
| TXN_00000409 | CLI_000059 | 2025-09-05 | 12:55:47 | 2025-09-05 12:55:47 | Visa | 4************4112 | Rappi | Servicios | 417.45 | Monterrey | 16.52 | False | Aprobada | False | |
| TXN_00000410 | CLI_000087 | 2025-08-31 | 10:45:21 | 2025-08-31 10:45:21 | American Express | 37************7007 | Hospital ABC | Salud | 5525.06 | Toluca | 9.04 | False | Aprobada | False | |
| TXN_00000411 | CLI_000094 | 2025-07-25 | 18:23:57 | 2025-07-25 18:23:57 | American Express | 37************7545 | Costco | Supermercado | 559.21 | Querétaro | 46.86 | False | Aprobada | False | |
| TXN_00000412 | CLI_000064 | 2025-07-24 | 16:04:14 | 2025-07-24 16:04:14 | Visa | 4************4665 | Office Depot | Electrónica | 1059.85 | Tijuana | 2.21 | False | Aprobada | False | |
| TXN_00000413 | CLI_000148 | 2025-10-01 | 04:56:50 | 2025-10-01 04:56:50 | American Express | 37************1818 | Pemex | Gasolina | 489.92 | Cancún | 46.41 | True | Aprobada | False | |
| TXN_00000414 | CLI_000008 | 2025-07-11 | 02:41:52 | 2025-07-11 02:41:52 | American Express | 37************3730 | Pemex | Gasolina | 937.11 | Cancún | 28.84 | True | Aprobada | False | |
| TXN_00000415 | CLI_000194 | 2025-09-20 | 14:40:30 | 2025-09-20 14:40:30 | American Express | 37************4406 | Airbnb | Viajes | 55851.79 | Querétaro | 325.41 | False | Rechazada | True | |
| TXN_00000416 | CLI_000040 | 2025-07-30 | 15:10:35 | 2025-07-30 15:10:35 | American Express | 37************7583 | Best Buy | Electrónica | 1136.18 | Ciudad de México | 6.5 | False | Aprobada | False | |
| TXN_00000417 | CLI_000062 | 2025-09-08 | 05:38:38 | 2025-09-08 05:38:38 | Visa | 4************7340 | Farmacias Similares | Farmacia | 535.04 | León | 26.43 | True | Aprobada | False | |
| TXN_00000418 | CLI_000065 | 2025-09-01 | 12:55:57 | 2025-09-01 12:55:57 | Mastercard | 5************7449 | Chevron | Gasolina | 1220.57 | Puebla | 0.97 | False | Aprobada | False | |
| TXN_00000419 | CLI_000028 | 2025-07-16 | 10:11:04 | 2025-07-16 10:11:04 | American Express | 37************9233 | Best Buy | Electrónica | 11454.72 | Puebla | 17.05 | False | Aprobada | False | |
| TXN_00000420 | CLI_000052 | 2025-07-07 | 16:15:52 | 2025-07-07 16:15:52 | Visa | 4************3800 | Amazon Web Services | Educación | 4759.08 | Querétaro | 39.05 | False | Aprobada | False | |
| TXN_00000421 | CLI_000177 | 2025-08-18 | 03:41:13 | 2025-08-18 03:41:13 | American Express | 37************6590 | Starbucks | Restaurante | 294.88 | Puebla | 1.38 | True | Aprobada | False | |
| TXN_00000422 | CLI_000055 | 2025-08-19 | 19:58:42 | 2025-08-19 19:58:42 | Mastercard | 5************8832 | Farmacias del Ahorro | Farmacia | 466.92 | Querétaro | 26.28 | False | Aprobada | False | |
| TXN_00000423 | CLI_000007 | 2025-08-29 | 22:20:19 | 2025-08-29 22:20:19 | Mastercard | 5************5500 | Airbnb | Viajes | 5476.55 | Puebla | 33.44 | False | Aprobada | False | |
| TXN_00000424 | CLI_000091 | 2025-08-04 | 19:12:28 | 2025-08-04 19:12:28 | Mastercard | 5************4060 | Rappi | Servicios | 138.79 | Ciudad de México | 23.49 | False | Aprobada | False | |
| TXN_00000425 | CLI_000083 | 2025-08-08 | 12:21:37 | 2025-08-08 12:21:37 | Visa | 4************3238 | Izzi | Servicios | 425.12 | Monterrey | 11.08 | False | Aprobada | False | |
| TXN_00000426 | CLI_000073 | 2025-07-11 | 17:28:49 | 2025-07-11 17:28:49 | American Express | 37************3357 | KFC | Restaurante | 1344.94 | Toluca | 2.22 | False | Aprobada | False | |
| TXN_00000427 | CLI_000173 | 2025-07-26 | 22:16:43 | 2025-07-26 22:16:43 | Visa | 4************2868 | Netflix | Entretenimiento | 1161.91 | Mérida | 22.35 | False | Aprobada | False | |
| TXN_00000428 | CLI_000104 | 2025-08-28 | 11:32:27 | 2025-08-28 11:32:27 | American Express | 37************6095 | Cornershop | Servicios | 940.74 | Mérida | 36.98 | False | Aprobada | False | |
| TXN_00000429 | CLI_000129 | 2025-07-16 | 13:11:29 | 2025-07-16 13:11:29 | Mastercard | 5************8110 | Laboratorio Chopo | Salud | 5979.17 | Tijuana | 2.27 | False | Aprobada | False | |
| TXN_00000430 | CLI_000180 | 2025-08-25 | 01:49:13 | 2025-08-25 01:49:13 | American Express | 37************9822 | Subway | Restaurante | 1405.17 | Cancún | 32.53 | True | Aprobada | False | |
| TXN_00000431 | CLI_000081 | 2025-07-18 | 11:41:44 | 2025-07-18 11:41:44 | American Express | 37************2259 | Movistar | Telecomunicaciones | 518.07 | Cancún | 30.58 | False | Aprobada | False | |
| TXN_00000432 | CLI_000112 | 2025-08-02 | 16:59:32 | 2025-08-02 16:59:32 | Visa | 4************8749 | H&M | Ropa | 3635.81 | Tijuana | 13.06 | False | Aprobada | False | |
| TXN_00000433 | CLI_000115 | 2025-08-29 | 10:40:23 | 2025-08-29 10:40:23 | American Express | 37************5816 | Movistar | Telecomunicaciones | 537.08 | Mérida | 12.84 | False | Aprobada | False | |
| TXN_00000434 | CLI_000084 | 2025-07-09 | 22:44:23 | 2025-07-09 22:44:23 | Mastercard | 5************2203 | Starbucks | Restaurante | 322.71 | Guadalajara | 47.55 | False | Aprobada | False | |
| TXN_00000435 | CLI_000192 | 2025-09-09 | 06:08:18 | 2025-09-09 06:08:18 | Mastercard | 5************9200 | Movistar | Telecomunicaciones | 416.65 | Mérida | 15.09 | False | Aprobada | False | |
| TXN_00000436 | CLI_000129 | 2025-09-07 | 03:59:52 | 2025-09-07 03:59:52 | Visa | 4************8173 | Soriana | Supermercado | 1676.39 | León | 11.58 | True | Aprobada | False | |
| TXN_00000437 | CLI_000018 | 2025-08-11 | 16:25:01 | 2025-08-11 16:25:01 | Visa | 4************7639 | AT&T | Telecomunicaciones | 438.82 | Monterrey | 24.41 | False | Aprobada | False | |
| TXN_00000438 | CLI_000101 | 2025-08-13 | 09:45:49 | 2025-08-13 09:45:49 | Visa | 4************4774 | LinkedIn Learning | Educación | 2205.54 | Tijuana | 5.99 | False | Aprobada | False | |
| TXN_00000439 | CLI_000005 | 2025-08-22 | 17:46:39 | 2025-08-22 17:46:39 | Visa | 4************6739 | Best Buy | Electrónica | 4372.59 | Monterrey | 38.11 | False | Aprobada | False | |
| TXN_00000440 | CLI_000021 | 2025-09-12 | 04:17:54 | 2025-09-12 04:17:54 | Mastercard | 5************8855 | Cinemex | Entretenimiento | 1115.82 | Monterrey | 42.46 | True | Aprobada | False | |
| TXN_00000441 | CLI_000111 | 2025-07-27 | 23:23:20 | 2025-07-27 23:23:20 | Visa | 4************4244 | Best Buy | Electrónica | 14718.09 | Puebla | 1.29 | True | Aprobada | False | |
| TXN_00000442 | CLI_000176 | 2025-09-30 | 06:31:13 | 2025-09-30 06:31:13 | American Express | 37************6225 | Amazon | Electrónica | 6271.59 | Querétaro | 35.6 | False | Aprobada | False | |
| TXN_00000443 | CLI_000036 | 2025-08-10 | 11:28:12 | 2025-08-10 11:28:12 | Mastercard | 5************3251 | Starbucks | Restaurante | 743.82 | Ciudad de México | 23.45 | False | Aprobada | False | |
| TXN_00000444 | CLI_000020 | 2025-08-10 | 02:45:58 | 2025-08-10 02:45:58 | Visa | 4************1483 | DiDi | Servicios | 710.62 | Mérida | 4.02 | True | Aprobada | False | |
| TXN_00000445 | CLI_000019 | 2025-08-28 | 04:02:31 | 2025-08-28 04:02:31 | Visa | 4************6731 | Cinemex | Entretenimiento | 646.43 | Ciudad de México | 20.67 | True | Aprobada | False | |
| TXN_00000446 | CLI_000135 | 2025-07-23 | 15:56:51 | 2025-07-23 15:56:51 | Visa | 4************1643 | Izzi | Servicios | 850.49 | Puebla | 41.84 | False | Aprobada | False | |
| TXN_00000447 | CLI_000140 | 2025-07-22 | 16:44:57 | 2025-07-22 16:44:57 | Mastercard | 5************9652 | Udemy | Educación | 3127.15 | Guadalajara | 35.05 | False | Aprobada | False | |
| TXN_00000448 | CLI_000021 | 2025-09-29 | 06:03:49 | 2025-09-29 06:03:49 | American Express | 37************7182 | Despegar | Viajes | 10408.08 | Querétaro | 31.39 | False | Aprobada | False | |
| TXN_00000449 | CLI_000076 | 2025-08-31 | 06:20:44 | 2025-08-31 06:20:44 | Visa | 4************5846 | Aeroméxico | Viajes | 5447.48 | Monterrey | 26.9 | False | Aprobada | False | |
| TXN_00000450 | CLI_000097 | 2025-08-11 | 23:13:33 | 2025-08-11 23:13:33 | Visa | 4************2182 | Udemy | Educación | 2416.97 | Tijuana | 31.92 | True | Aprobada | False | |
| TXN_00000451 | CLI_000051 | 2025-07-29 | 16:01:41 | 2025-07-29 16:01:41 | Visa | 4************2926 | H&M | Ropa | 3246.11 | Monterrey | 12.49 | False | Aprobada | False | |
| TXN_00000452 | CLI_000082 | 2025-08-09 | 18:40:41 | 2025-08-09 18:40:41 | American Express | 37************9011 | Office Depot | Electrónica | 9311.04 | Monterrey | 29.4 | False | Aprobada | False | |
| TXN_00000453 | CLI_000041 | 2025-08-28 | 18:37:01 | 2025-08-28 18:37:01 | Mastercard | 5************2955 | Amazon Web Services | Educación | 371.53 | Guadalajara | 45.58 | False | Aprobada | False | |
| TXN_00000454 | CLI_000165 | 2025-07-06 | 15:59:41 | 2025-07-06 15:59:41 | Mastercard | 5************3737 | Cinépolis | Entretenimiento | 618.1 | Toluca | 31.88 | False | Aprobada | False | |
| TXN_00000455 | CLI_000142 | 2025-08-07 | 15:10:52 | 2025-08-07 15:10:52 | Visa | 4************8631 | San Pablo | Farmacia | 455.93 | Querétaro | 9.4 | False | Aprobada | False | |
| TXN_00000456 | CLI_000149 | 2025-08-23 | 10:49:05 | 2025-08-23 10:49:05 | Visa | 4************7919 | Farmacias Similares | Salud | 6585.45 | Toluca | 33.98 | False | Aprobada | False | |
| TXN_00000457 | CLI_000063 | 2025-09-29 | 02:27:24 | 2025-09-29 02:27:24 | Visa | 4************6876 | Domino's | Restaurante | 208.9 | Tijuana | 4.65 | True | Aprobada | False | |
| TXN_00000458 | CLI_000172 | 2025-09-09 | 13:01:05 | 2025-09-09 13:01:05 | Mastercard | 5************2339 | Xbox Store | Entretenimiento | 823.85 | Querétaro | 16.19 | False | Aprobada | False | |
| TXN_00000459 | CLI_000048 | 2025-09-10 | 08:40:41 | 2025-09-10 08:40:41 | Mastercard | 5************1923 | RadioShack | Electrónica | 1904.37 | Cancún | 3.43 | False | Aprobada | False | |
| TXN_00000460 | CLI_000186 | 2025-08-31 | 03:49:27 | 2025-08-31 03:49:27 | American Express | 37************9313 | Aeroméxico | Viajes | 17267.38 | Cancún | 46.94 | True | Aprobada | False | |
| TXN_00000461 | CLI_000127 | 2025-09-27 | 06:14:38 | 2025-09-27 06:14:38 | American Express | 37************1705 | Palacio de Hierro | Ropa | 1514.28 | Tijuana | 46.48 | False | Aprobada | False | |
| TXN_00000462 | CLI_000041 | 2025-07-22 | 11:35:25 | 2025-07-22 11:35:25 | Mastercard | 5************7423 | Chedraui | Supermercado | 1522.88 | Guadalajara | 25.85 | False | Aprobada | False | |
| TXN_00000463 | CLI_000013 | 2025-08-20 | 21:19:44 | 2025-08-20 21:19:44 | Mastercard | 5************3719 | Telcel | Telecomunicaciones | 569.85 | Mérida | 31.93 | False | Aprobada | False | |
| TXN_00000464 | CLI_000163 | 2025-09-20 | 16:05:17 | 2025-09-20 16:05:17 | American Express | 37************2481 | Despegar | Viajes | 12919.7 | Querétaro | 12.19 | False | Aprobada | False | |
| TXN_00000465 | CLI_000161 | 2025-08-11 | 17:40:51 | 2025-08-11 17:40:51 | Mastercard | 5************5932 | Booking.com | Viajes | 9010.13 | Toluca | 40.93 | False | Aprobada | False | |
| TXN_00000466 | CLI_000161 | 2025-08-05 | 03:22:49 | 2025-08-05 03:22:49 | Mastercard | 5************4484 | Zara | Ropa | 3423.52 | Ciudad de México | 9.81 | True | Aprobada | False | |
| TXN_00000467 | CLI_000125 | 2025-08-05 | 04:51:54 | 2025-08-05 04:51:54 | Visa | 4************3579 | Coursera | Educación | 4119.19 | Puebla | 23.64 | True | Aprobada | False | |
| TXN_00000468 | CLI_000018 | 2025-08-11 | 02:59:09 | 2025-08-11 02:59:09 | Mastercard | 5************9470 | Subway | Restaurante | 317.79 | León | 36.56 | True | Aprobada | False | |
| TXN_00000469 | CLI_000105 | 2025-07-18 | 16:57:20 | 2025-07-18 16:57:20 | American Express | 37************8026 | Xbox Store | Entretenimiento | 619.6 | Querétaro | 37.85 | False | Aprobada | False | |
| TXN_00000470 | CLI_000128 | 2025-09-26 | 01:37:31 | 2025-09-26 01:37:31 | American Express | 37************2247 | Farmacias Similares | Salud | 6762.99 | Cancún | 22.98 | True | Aprobada | False | |
| TXN_00000471 | CLI_000031 | 2025-09-17 | 23:21:50 | 2025-09-17 23:21:50 | Mastercard | 5************8922 | Cinépolis | Entretenimiento | 245.32 | Mérida | 17.47 | True | Aprobada | False | |
| TXN_00000472 | CLI_000040 | 2025-09-14 | 15:35:01 | 2025-09-14 15:35:01 | American Express | 37************3442 | Farmacias Similares | Farmacia | 331.36 | Cancún | 17.71 | False | Aprobada | False | |
| TXN_00000473 | CLI_000181 | 2025-08-19 | 16:27:54 | 2025-08-19 16:27:54 | Visa | 4************2611 | Farmacia Guadalajara | Farmacia | 452.09 | Ciudad de México | 23.25 | False | Aprobada | False | |
| TXN_00000474 | CLI_000178 | 2025-09-22 | 12:13:04 | 2025-09-22 12:13:04 | Mastercard | 5************9978 | McDonald's | Restaurante | 5321.87 | Puebla | 220.94 | False | Aprobada | True | |
| TXN_00000475 | CLI_000060 | 2025-07-16 | 17:46:21 | 2025-07-16 17:46:21 | American Express | 37************1295 | Zara | Ropa | 4352.74 | Guadalajara | 31.6 | False | Aprobada | False | |
| TXN_00000476 | CLI_000021 | 2025-09-14 | 01:10:48 | 2025-09-14 01:10:48 | American Express | 37************7550 | Cornershop | Servicios | 554.73 | Mérida | 47.02 | True | Aprobada | False | |
| TXN_00000477 | CLI_000167 | 2025-07-31 | 04:15:19 | 2025-07-31 04:15:19 | American Express | 37************8342 | Laboratorio Chopo | Salud | 9694.31 | Mérida | 25.49 | True | Aprobada | False | |
| TXN_00000478 | CLI_000036 | 2025-09-07 | 08:50:30 | 2025-09-07 08:50:30 | American Express | 37************5752 | Cinemex | Entretenimiento | 1249.44 | Tijuana | 1.85 | False | Aprobada | False | |
| TXN_00000479 | CLI_000198 | 2025-07-05 | 09:29:38 | 2025-07-05 09:29:38 | Visa | 4************6148 | Office Depot | Electrónica | 10696.57 | Ciudad de México | 22.16 | False | Aprobada | False | |
| TXN_00000480 | CLI_000114 | 2025-08-27 | 15:22:45 | 2025-08-27 15:22:45 | Visa | 4************2812 | Amazon | Electrónica | 2319.8 | Cancún | 27.61 | False | Aprobada | False | |
| TXN_00000481 | CLI_000050 | 2025-09-19 | 17:50:45 | 2025-09-19 17:50:45 | American Express | 37************6359 | San Pablo | Farmacia | 528.08 | Querétaro | 5.7 | False | Aprobada | False | |
| TXN_00000482 | CLI_000046 | 2025-07-14 | 16:59:31 | 2025-07-14 16:59:31 | American Express | 37************1804 | Office Depot | Electrónica | 4106.81 | Ciudad de México | 1.64 | False | Aprobada | False | |
| TXN_00000483 | CLI_000049 | 2025-08-25 | 08:08:30 | 2025-08-25 08:08:30 | Mastercard | 5************7221 | McDonald's | Restaurante | 1047.4 | Ciudad de México | 7.77 | False | Aprobada | False | |
| TXN_00000484 | CLI_000200 | 2025-08-20 | 01:04:56 | 2025-08-20 01:04:56 | Visa | 4************3007 | Pemex | Gasolina | 1408.95 | Cancún | 29.02 | True | Aprobada | False | |
| TXN_00000485 | CLI_000097 | 2025-07-24 | 18:39:34 | 2025-07-24 18:39:34 | Visa | 4************1736 | LinkedIn Learning | Educación | 2254.5 | Puebla | 11.12 | False | Aprobada | False | |
| TXN_00000486 | CLI_000048 | 2025-08-06 | 16:34:06 | 2025-08-06 16:34:06 | American Express | 37************5948 | Chedraui | Supermercado | 2760.85 | Puebla | 24.55 | False | Aprobada | False | |
| TXN_00000487 | CLI_000103 | 2025-08-31 | 02:16:07 | 2025-08-31 02:16:07 | Visa | 4************5073 | LinkedIn Learning | Educación | 311.62 | Toluca | 4.62 | True | Aprobada | False | |
| TXN_00000488 | CLI_000012 | 2025-07-04 | 21:47:10 | 2025-07-04 21:47:10 | American Express | 37************2478 | RadioShack | Electrónica | 1570.49 | Ciudad de México | 36.8 | False | Aprobada | False | |
| TXN_00000489 | CLI_000091 | 2025-09-12 | 02:06:16 | 2025-09-12 02:06:16 | Mastercard | 5************9297 | Pemex | Gasolina | 577.59 | Querétaro | 16.42 | True | Aprobada | False | |
| TXN_00000490 | CLI_000177 | 2025-08-20 | 15:34:59 | 2025-08-20 15:34:59 | Mastercard | 5************4386 | Chevron | Gasolina | 316.05 | Toluca | 34.55 | False | Aprobada | False | |
| TXN_00000491 | CLI_000027 | 2025-07-17 | 15:18:06 | 2025-07-17 15:18:06 | Mastercard | 5************4143 | Amazon | Electrónica | 6712.86 | Guadalajara | 13.76 | False | Aprobada | False | |
| TXN_00000492 | CLI_000116 | 2025-07-29 | 13:44:30 | 2025-07-29 13:44:30 | Mastercard | 5************7018 | Booking.com | Viajes | 10182.11 | Mérida | 21.8 | False | Aprobada | False | |
| TXN_00000493 | CLI_000144 | 2025-09-08 | 14:12:14 | 2025-09-08 14:12:14 | Visa | 4************8842 | Chevron | Gasolina | 1066.29 | Toluca | 38.59 | False | Aprobada | False | |
| TXN_00000494 | CLI_000181 | 2025-08-08 | 11:04:36 | 2025-08-08 11:04:36 | Mastercard | 5************1924 | Dentegra | Salud | 6364.9 | Ciudad de México | 22.06 | False | Aprobada | False | |
| TXN_00000495 | CLI_000141 | 2025-09-02 | 21:30:38 | 2025-09-02 21:30:38 | American Express | 37************9702 | Aeroméxico | Viajes | 16964.7 | Ciudad de México | 27.54 | False | Aprobada | False | |
| TXN_00000496 | CLI_000080 | 2025-08-30 | 06:36:09 | 2025-08-30 06:36:09 | American Express | 37************3156 | Farmacias Similares | Salud | 2818.72 | Ciudad de México | 9.87 | False | Aprobada | False | |
| TXN_00000497 | CLI_000200 | 2025-07-20 | 19:26:28 | 2025-07-20 19:26:28 | American Express | 37************2183 | Laboratorio Chopo | Salud | 8665.09 | Tijuana | 1.93 | False | Aprobada | False | |
| TXN_00000498 | CLI_000011 | 2025-08-16 | 11:47:02 | 2025-08-16 11:47:02 | Visa | 4************6521 | Farmacia Guadalajara | Farmacia | 740.51 | Mérida | 6.65 | False | Aprobada | False | |
| TXN_00000499 | CLI_000096 | 2025-09-12 | 15:35:16 | 2025-09-12 15:35:16 | Mastercard | 5************9694 | RadioShack | Electrónica | 4164.23 | Tijuana | 42.4 | False | Aprobada | False | |
| TXN_00000500 | CLI_000098 | 2025-09-15 | 16:05:56 | 2025-09-15 16:05:56 | Mastercard | 5************2884 | BP | Gasolina | 1367.6 | Mérida | 49.6 | False | Aprobada | False | |
| TXN_00000501 | CLI_000192 | 2025-07-27 | 19:33:11 | 2025-07-27 19:33:11 | American Express | 37************7581 | Palacio de Hierro | Ropa | 1558.19 | Monterrey | 28.38 | False | Aprobada | False | |
| TXN_00000502 | CLI_000073 | 2025-08-24 | 10:10:04 | 2025-08-24 10:10:04 | Mastercard | 5************4460 | Walmart | Supermercado | 1304.56 | Toluca | 18.63 | False | Aprobada | False | |
| TXN_00000503 | CLI_000190 | 2025-07-26 | 16:18:55 | 2025-07-26 16:18:55 | American Express | 37************5181 | H&M | Ropa | 4878.65 | Ciudad de México | 38.55 | False | Aprobada | False | |
| TXN_00000504 | CLI_000012 | 2025-09-10 | 05:00:10 | 2025-09-10 05:00:10 | Mastercard | 5************6433 | Farmacia Guadalajara | Farmacia | 561.38 | Querétaro | 21.83 | True | Aprobada | False | |
| TXN_00000505 | CLI_000027 | 2025-09-22 | 00:21:28 | 2025-09-22 00:21:28 | American Express | 37************1855 | Starbucks | Restaurante | 1934.79 | Tijuana | 5.76 | True | Aprobada | False | |
| TXN_00000506 | CLI_000117 | 2025-09-26 | 05:32:44 | 2025-09-26 05:32:44 | American Express | 37************2966 | San Pablo | Farmacia | 1779.82 | Toluca | 96.16 | True | Rechazada | True | |
| TXN_00000507 | CLI_000006 | 2025-08-07 | 14:56:17 | 2025-08-07 14:56:17 | Visa | 4************3177 | Dentegra | Salud | 13672.99 | Guadalajara | 36.28 | False | Rechazada | True | |
| TXN_00000508 | CLI_000074 | 2025-09-29 | 05:04:53 | 2025-09-29 05:04:53 | American Express | 37************4153 | Aeroméxico | Viajes | 18263.04 | Guadalajara | 41.75 | True | Aprobada | False | |
| TXN_00000509 | CLI_000024 | 2025-09-05 | 22:01:44 | 2025-09-05 22:01:44 | Visa | 4************2815 | Movistar | Telecomunicaciones | 649.27 | Querétaro | 36.25 | False | Aprobada | False | |
| TXN_00000510 | CLI_000045 | 2025-09-06 | 00:42:17 | 2025-09-06 00:42:17 | American Express | 37************1538 | Spotify | Entretenimiento | 1058.0 | Ciudad de México | 16.08 | True | Aprobada | False | |
| TXN_00000511 | CLI_000111 | 2025-07-28 | 22:54:08 | 2025-07-28 22:54:08 | American Express | 37************5906 | Chevron | Gasolina | 393.64 | Querétaro | 15.78 | False | Aprobada | False | |
| TXN_00000512 | CLI_000130 | 2025-07-07 | 02:29:40 | 2025-07-07 02:29:40 | Visa | 4************1997 | Cinépolis | Entretenimiento | 662.44 | Tijuana | 30.35 | True | Aprobada | False | |
| TXN_00000513 | CLI_000109 | 2025-09-22 | 16:08:48 | 2025-09-22 16:08:48 | American Express | 37************5404 | Best Buy | Electrónica | 4271.9 | Monterrey | 7.47 | False | Aprobada | False | |
| TXN_00000514 | CLI_000108 | 2025-09-20 | 16:41:37 | 2025-09-20 16:41:37 | Visa | 4************6421 | Hospital ABC | Salud | 7918.76 | Cancún | 10.07 | False | Aprobada | False | |
| TXN_00000515 | CLI_000138 | 2025-09-12 | 16:10:12 | 2025-09-12 16:10:12 | Visa | 4************8838 | Spotify | Entretenimiento | 1284.47 | Puebla | 9.63 | False | Aprobada | False | |
| TXN_00000516 | CLI_000009 | 2025-08-28 | 14:38:31 | 2025-08-28 14:38:31 | American Express | 37************5503 | Movistar | Telecomunicaciones | 568.19 | Ciudad de México | 26.0 | False | Aprobada | False | |
| TXN_00000517 | CLI_000178 | 2025-09-08 | 17:03:30 | 2025-09-08 17:03:30 | American Express | 37************7648 | Farmacias Similares | Salud | 8077.46 | León | 10.44 | False | Aprobada | False | |
| TXN_00000518 | CLI_000004 | 2025-08-25 | 11:56:33 | 2025-08-25 11:56:33 | Visa | 4************5057 | KFC | Restaurante | 1383.63 | Toluca | 37.0 | False | Aprobada | False | |
| TXN_00000519 | CLI_000191 | 2025-08-19 | 22:33:00 | 2025-08-19 22:33:00 | Visa | 4************9382 | Laboratorio Chopo | Salud | 4245.94 | Cancún | 40.68 | False | Aprobada | False | |
| TXN_00000520 | CLI_000074 | 2025-09-04 | 02:22:15 | 2025-09-04 02:22:15 | Visa | 4************3568 | Airbnb | Viajes | 1271.84 | Guadalajara | 22.47 | True | Aprobada | False | |
| TXN_00000521 | CLI_000195 | 2025-07-08 | 16:58:21 | 2025-07-08 16:58:21 | American Express | 37************9300 | Best Buy | Electrónica | 10561.31 | León | 29.25 | False | Aprobada | False | |
| TXN_00000522 | CLI_000083 | 2025-07-05 | 02:47:44 | 2025-07-05 02:47:44 | Visa | 4************2914 | Mobil | Gasolina | 1238.32 | Mérida | 6.47 | True | Aprobada | False | |
| TXN_00000523 | CLI_000078 | 2025-07-15 | 07:30:40 | 2025-07-15 07:30:40 | Mastercard | 5************7361 | Palacio de Hierro | Ropa | 4192.6 | Querétaro | 30.46 | False | Aprobada | False | |
| TXN_00000524 | CLI_000199 | 2025-08-27 | 21:25:54 | 2025-08-27 21:25:54 | Visa | 4************2011 | Coppel | Ropa | 2425.39 | Puebla | 35.9 | False | Aprobada | False | |
| TXN_00000525 | CLI_000183 | 2025-08-13 | 13:44:48 | 2025-08-13 13:44:48 | Mastercard | 5************1854 | Laboratorio Chopo | Salud | 8699.45 | Tijuana | 20.26 | False | Aprobada | False | |
| TXN_00000526 | CLI_000010 | 2025-08-01 | 08:05:47 | 2025-08-01 08:05:47 | Mastercard | 5************4642 | Amazon | Electrónica | 10152.62 | Tijuana | 39.14 | False | Aprobada | False | |
| TXN_00000527 | CLI_000083 | 2025-09-11 | 00:07:28 | 2025-09-11 00:07:28 | Visa | 4************4668 | Rappi | Servicios | 383.79 | Mérida | 41.37 | True | Aprobada | False | |
| TXN_00000528 | CLI_000024 | 2025-07-26 | 23:45:53 | 2025-07-26 23:45:53 | American Express | 37************2095 | Zara | Ropa | 2994.09 | Monterrey | 18.74 | True | Aprobada | False | |
| TXN_00000529 | CLI_000013 | 2025-08-31 | 10:26:58 | 2025-08-31 10:26:58 | Visa | 4************7345 | Izzi | Servicios | 657.94 | Mérida | 21.07 | False | Aprobada | False | |
| TXN_00000530 | CLI_000122 | 2025-07-04 | 09:20:28 | 2025-07-04 09:20:28 | Visa | 4************1082 | Xbox Store | Entretenimiento | 273.64 | Querétaro | 29.43 | False | Aprobada | False | |
| TXN_00000531 | CLI_000029 | 2025-09-28 | 02:13:02 | 2025-09-28 02:13:02 | American Express | 37************7065 | KFC | Restaurante | 1794.11 | Ciudad de México | 26.23 | True | Aprobada | False | |
| TXN_00000532 | CLI_000022 | 2025-08-11 | 10:54:33 | 2025-08-11 10:54:33 | Visa | 4************5956 | San Pablo | Farmacia | 301.9 | Toluca | 44.82 | False | Aprobada | False | |
| TXN_00000533 | CLI_000124 | 2025-09-20 | 16:02:24 | 2025-09-20 16:02:24 | American Express | 37************3375 | Starbucks | Restaurante | 167.23 | Querétaro | 47.05 | False | Aprobada | False | |
| TXN_00000534 | CLI_000167 | 2025-08-10 | 03:45:56 | 2025-08-10 03:45:56 | American Express | 37************2107 | Farmacias Similares | Salud | 8931.03 | Ciudad de México | 46.0 | True | Aprobada | False | |
| TXN_00000535 | CLI_000030 | 2025-08-27 | 23:56:09 | 2025-08-27 23:56:09 | Mastercard | 5************4285 | Hospital ABC | Salud | 1737.46 | Ciudad de México | 1.34 | True | Aprobada | False | |
| TXN_00000536 | CLI_000115 | 2025-09-09 | 17:10:23 | 2025-09-09 17:10:23 | Mastercard | 5************1480 | Udemy | Educación | 1628.54 | Guadalajara | 5.86 | False | Aprobada | False | |
| TXN_00000537 | CLI_000104 | 2025-08-21 | 14:29:54 | 2025-08-21 14:29:54 | Visa | 4************2884 | Volaris | Viajes | 13647.1 | Mérida | 25.58 | False | Aprobada | False | |
| TXN_00000538 | CLI_000071 | 2025-08-29 | 14:36:02 | 2025-08-29 14:36:02 | American Express | 37************8986 | Cornershop | Servicios | 822.99 | Guadalajara | 37.44 | False | Aprobada | False | |
| TXN_00000539 | CLI_000192 | 2025-08-17 | 00:33:33 | 2025-08-17 00:33:33 | American Express | 37************5618 | Rappi | Servicios | 132.59 | Mérida | 35.33 | True | Aprobada | False | |
| TXN_00000540 | CLI_000170 | 2025-08-08 | 23:58:54 | 2025-08-08 23:58:54 | Mastercard | 5************8018 | Shell | Gasolina | 997.39 | Cancún | 7.58 | True | Aprobada | False | |
| TXN_00000541 | CLI_000063 | 2025-08-03 | 12:00:17 | 2025-08-03 12:00:17 | Mastercard | 5************4956 | Izzi | Servicios | 897.52 | Monterrey | 26.78 | False | Aprobada | False | |
| TXN_00000542 | CLI_000054 | 2025-08-06 | 17:12:42 | 2025-08-06 17:12:42 | Mastercard | 5************5708 | Chevron | Gasolina | 1138.2 | Toluca | 27.39 | False | Aprobada | False | |
| TXN_00000543 | CLI_000133 | 2025-09-26 | 09:21:07 | 2025-09-26 09:21:07 | Visa | 4************7097 | Pemex | Gasolina | 232.1 | Toluca | 10.42 | False | Aprobada | False | |
| TXN_00000544 | CLI_000060 | 2025-09-05 | 16:45:51 | 2025-09-05 16:45:51 | American Express | 37************3014 | Hospital ABC | Salud | 1085.7 | Cancún | 12.62 | False | Aprobada | False | |
| TXN_00000545 | CLI_000149 | 2025-08-31 | 08:52:12 | 2025-08-31 08:52:12 | Visa | 4************9578 | Volaris | Viajes | 6072.95 | Cancún | 37.08 | False | Aprobada | False | |
| TXN_00000546 | CLI_000029 | 2025-07-10 | 19:07:25 | 2025-07-10 19:07:25 | American Express | 37************2816 | Dentegra | Salud | 7567.59 | Querétaro | 48.75 | False | Aprobada | False | |
| TXN_00000547 | CLI_000173 | 2025-09-14 | 21:56:23 | 2025-09-14 21:56:23 | Visa | 4************3784 | Airbnb | Viajes | 4003.33 | León | 11.31 | False | Aprobada | False | |
| TXN_00000548 | CLI_000148 | 2025-09-07 | 11:27:40 | 2025-09-07 11:27:40 | American Express | 37************8765 | Farmacias Similares | Salud | 7904.83 | Tijuana | 30.69 | False | Aprobada | False | |
| TXN_00000549 | CLI_000041 | 2025-09-09 | 10:19:40 | 2025-09-09 10:19:40 | American Express | 37************5738 | LinkedIn Learning | Educación | 2639.88 | Guadalajara | 28.16 | False | Aprobada | False | |
| TXN_00000550 | CLI_000147 | 2025-09-01 | 15:35:23 | 2025-09-01 15:35:23 | Visa | 4************2828 | Cinépolis | Entretenimiento | 1425.54 | Ciudad de México | 49.12 | False | Aprobada | False | |
| TXN_00000551 | CLI_000107 | 2025-09-22 | 22:19:26 | 2025-09-22 22:19:26 | American Express | 37************1891 | Spotify | Entretenimiento | 641.8 | Querétaro | 33.85 | False | Aprobada | False | |
| TXN_00000552 | CLI_000160 | 2025-09-07 | 09:51:20 | 2025-09-07 09:51:20 | Mastercard | 5************9656 | Chedraui | Supermercado | 314.09 | León | 42.87 | False | Aprobada | False | |
| TXN_00000553 | CLI_000038 | 2025-08-08 | 21:35:46 | 2025-08-08 21:35:46 | Visa | 4************9956 | Farmacias Similares | Farmacia | 402.67 | Toluca | 24.92 | False | Aprobada | False | |
| TXN_00000554 | CLI_000175 | 2025-07-14 | 03:22:29 | 2025-07-14 03:22:29 | Mastercard | 5************1285 | DiDi | Servicios | 504.34 | Guadalajara | 24.98 | True | Aprobada | False | |
| TXN_00000555 | CLI_000032 | 2025-08-26 | 19:22:28 | 2025-08-26 19:22:28 | Visa | 4************5273 | Soriana | Supermercado | 140.19 | León | 15.06 | False | Aprobada | False | |
| TXN_00000556 | CLI_000018 | 2025-07-06 | 22:17:02 | 2025-07-06 22:17:02 | Visa | 4************2871 | Farmacia Guadalajara | Farmacia | 494.67 | Puebla | 46.47 | False | Aprobada | False | |
| TXN_00000557 | CLI_000129 | 2025-07-14 | 11:15:11 | 2025-07-14 11:15:11 | Mastercard | 5************9089 | Best Buy | Electrónica | 14010.44 | Guadalajara | 36.36 | False | Aprobada | False | |
| TXN_00000558 | CLI_000083 | 2025-08-02 | 17:10:21 | 2025-08-02 17:10:21 | American Express | 37************1264 | Pemex | Gasolina | 236.47 | Mérida | 25.13 | False | Aprobada | False | |
| TXN_00000559 | CLI_000086 | 2025-08-04 | 13:11:40 | 2025-08-04 13:11:40 | Visa | 4************5912 | LinkedIn Learning | Educación | 1669.29 | Querétaro | 41.28 | False | Aprobada | False | |
| TXN_00000560 | CLI_000179 | 2025-09-12 | 07:49:57 | 2025-09-12 07:49:57 | Visa | 4************8317 | Volaris | Viajes | 36781.52 | Querétaro | 98.23 | False | Rechazada | True | |
| TXN_00000561 | CLI_000171 | 2025-07-16 | 13:34:00 | 2025-07-16 13:34:00 | American Express | 37************8673 | Laboratorio Chopo | Salud | 9670.7 | León | 15.69 | False | Aprobada | False | |
| TXN_00000562 | CLI_000059 | 2025-07-23 | 09:00:35 | 2025-07-23 09:00:35 | Mastercard | 5************2454 | Office Depot | Electrónica | 11765.63 | Mérida | 1.96 | False | Aprobada | False | |
| TXN_00000563 | CLI_000101 | 2025-08-03 | 04:13:28 | 2025-08-03 04:13:28 | American Express | 37************1204 | Pemex | Gasolina | 678.38 | Ciudad de México | 13.59 | True | Aprobada | False | |
| TXN_00000564 | CLI_000095 | 2025-08-31 | 19:07:31 | 2025-08-31 19:07:31 | American Express | 37************1965 | Spotify | Entretenimiento | 858.49 | Guadalajara | 18.54 | False | Aprobada | False | |
| TXN_00000565 | CLI_000060 | 2025-07-06 | 01:45:24 | 2025-07-06 01:45:24 | American Express | 37************2499 | Cinépolis | Entretenimiento | 972.14 | Puebla | 27.76 | True | Aprobada | False | |
| TXN_00000566 | CLI_000131 | 2025-09-17 | 22:17:18 | 2025-09-17 22:17:18 | Mastercard | 5************3474 | Starbucks | Restaurante | 5083.05 | Guadalajara | 297.21 | False | Aprobada | True | |
| TXN_00000567 | CLI_000015 | 2025-09-23 | 09:18:01 | 2025-09-23 09:18:01 | Mastercard | 5************1173 | San Pablo | Farmacia | 262.95 | Ciudad de México | 29.74 | False | Aprobada | False | |
| TXN_00000568 | CLI_000158 | 2025-09-28 | 14:18:46 | 2025-09-28 14:18:46 | Visa | 4************9324 | Netflix | Entretenimiento | 256.83 | Tijuana | 8.42 | False | Aprobada | False | |
| TXN_00000569 | CLI_000191 | 2025-07-31 | 20:24:33 | 2025-07-31 20:24:33 | Mastercard | 5************5531 | Telcel | Telecomunicaciones | 537.9 | Ciudad de México | 38.18 | False | Aprobada | False | |
| TXN_00000570 | CLI_000089 | 2025-07-14 | 13:12:32 | 2025-07-14 13:12:32 | Mastercard | 5************2716 | Cinemex | Entretenimiento | 2682.81 | León | 412.23 | False | Aprobada | True | |
| TXN_00000571 | CLI_000006 | 2025-08-23 | 18:04:08 | 2025-08-23 18:04:08 | Visa | 4************3640 | Cornershop | Servicios | 548.05 | Guadalajara | 20.54 | False | Aprobada | False | |
| TXN_00000572 | CLI_000050 | 2025-09-19 | 15:44:13 | 2025-09-19 15:44:13 | American Express | 37************7469 | Soriana | Supermercado | 2195.91 | Querétaro | 32.71 | False | Aprobada | False | |
| TXN_00000573 | CLI_000168 | 2025-07-28 | 02:28:04 | 2025-07-28 02:28:04 | American Express | 37************3576 | Chevron | Gasolina | 1437.45 | Querétaro | 13.31 | True | Aprobada | False | |
| TXN_00000574 | CLI_000024 | 2025-07-13 | 03:42:10 | 2025-07-13 03:42:10 | Mastercard | 5************1186 | Spotify | Entretenimiento | 1389.47 | Ciudad de México | 126.03 | True | Rechazada | True | |
| TXN_00000575 | CLI_000034 | 2025-08-05 | 10:46:25 | 2025-08-05 10:46:25 | Visa | 4************6927 | Aeroméxico | Viajes | 4487.95 | Mérida | 39.12 | False | Aprobada | False | |
| TXN_00000576 | CLI_000087 | 2025-07-15 | 15:03:50 | 2025-07-15 15:03:50 | American Express | 37************2420 | Walmart | Supermercado | 1327.51 | Puebla | 4.62 | False | Aprobada | False | |
| TXN_00000577 | CLI_000008 | 2025-08-27 | 12:52:56 | 2025-08-27 12:52:56 | Visa | 4************7071 | Liverpool | Ropa | 12402.44 | Monterrey | 145.71 | False | Aprobada | True | |
| TXN_00000578 | CLI_000067 | 2025-07-26 | 15:25:28 | 2025-07-26 15:25:28 | American Express | 37************2435 | Cornershop | Servicios | 521.24 | Querétaro | 44.99 | False | Aprobada | False | |
| TXN_00000579 | CLI_000045 | 2025-08-11 | 03:46:23 | 2025-08-11 03:46:23 | American Express | 37************8499 | AT&T | Telecomunicaciones | 350.84 | Guadalajara | 11.74 | True | Aprobada | False | |
| TXN_00000580 | CLI_000143 | 2025-08-30 | 01:16:17 | 2025-08-30 01:16:17 | American Express | 37************2372 | La Comer | Supermercado | 2335.8 | Cancún | 47.45 | True | Aprobada | False | |
| TXN_00000581 | CLI_000171 | 2025-07-26 | 03:45:11 | 2025-07-26 03:45:11 | Mastercard | 5************5836 | Aeroméxico | Viajes | 3670.73 | Toluca | 18.65 | True | Aprobada | False | |
| TXN_00000582 | CLI_000032 | 2025-09-10 | 05:40:27 | 2025-09-10 05:40:27 | Visa | 4************9357 | Farmacias del Ahorro | Farmacia | 766.7 | Guadalajara | 14.09 | True | Aprobada | False | |
| TXN_00000583 | CLI_000033 | 2025-09-18 | 10:27:14 | 2025-09-18 10:27:14 | American Express | 37************8530 | RadioShack | Electrónica | 33872.1 | León | 11.88 | False | Aprobada | True | |
| TXN_00000584 | CLI_000053 | 2025-07-19 | 12:49:27 | 2025-07-19 12:49:27 | Visa | 4************8707 | Costco | Supermercado | 909.24 | León | 36.76 | False | Aprobada | False | |
| TXN_00000585 | CLI_000042 | 2025-07-13 | 11:44:31 | 2025-07-13 11:44:31 | Mastercard | 5************7679 | LinkedIn Learning | Educación | 1205.27 | Tijuana | 5.57 | False | Aprobada | False | |
| TXN_00000586 | CLI_000138 | 2025-10-02 | 03:13:04 | 2025-10-02 03:13:04 | Mastercard | 5************5543 | BP | Gasolina | 496.95 | Monterrey | 25.49 | True | Aprobada | False | |
| TXN_00000587 | CLI_000087 | 2025-08-04 | 15:12:04 | 2025-08-04 15:12:04 | Mastercard | 5************3853 | RadioShack | Electrónica | 2166.95 | Tijuana | 36.7 | False | Aprobada | False | |
| TXN_00000588 | CLI_000056 | 2025-08-29 | 09:41:42 | 2025-08-29 09:41:42 | Visa | 4************5754 | Izzi | Servicios | 871.47 | Monterrey | 8.15 | False | Aprobada | False | |
| TXN_00000589 | CLI_000052 | 2025-08-15 | 15:01:31 | 2025-08-15 15:01:31 | Mastercard | 5************3579 | Hospital ABC | Salud | 20094.51 | Guadalajara | 158.52 | False | Rechazada | True | |
| TXN_00000590 | CLI_000154 | 2025-09-16 | 03:10:38 | 2025-09-16 03:10:38 | American Express | 37************8785 | Amazon | Electrónica | 6743.1 | Tijuana | 2.15 | True | Aprobada | False | |
| TXN_00000591 | CLI_000060 | 2025-07-16 | 23:14:21 | 2025-07-16 23:14:21 | American Express | 37************5544 | Amazon Web Services | Educación | 2007.79 | Cancún | 46.01 | True | Aprobada | False | |
| TXN_00000592 | CLI_000020 | 2025-09-01 | 08:06:46 | 2025-09-01 08:06:46 | Visa | 4************4042 | Shell | Gasolina | 3375.69 | León | 1.19 | False | Aprobada | True | |
| TXN_00000593 | CLI_000145 | 2025-07-30 | 06:45:08 | 2025-07-30 06:45:08 | Mastercard | 5************4563 | Walmart | Supermercado | 2341.01 | Guadalajara | 44.16 | False | Aprobada | False | |
| TXN_00000594 | CLI_000010 | 2025-09-13 | 18:01:23 | 2025-09-13 18:01:23 | Mastercard | 5************6176 | Liverpool | Ropa | 1097.25 | Querétaro | 36.79 | False | Aprobada | False | |
| TXN_00000595 | CLI_000177 | 2025-07-24 | 07:39:29 | 2025-07-24 07:39:29 | Visa | 4************9273 | Volaris | Viajes | 1569.75 | Querétaro | 34.59 | False | Aprobada | False | |
| TXN_00000596 | CLI_000141 | 2025-09-03 | 13:08:42 | 2025-09-03 13:08:42 | Visa | 4************3725 | DiDi | Servicios | 853.93 | Querétaro | 0.44 | False | Aprobada | False | |
| TXN_00000597 | CLI_000184 | 2025-07-21 | 13:50:35 | 2025-07-21 13:50:35 | Visa | 4************2900 | Domino's | Restaurante | 743.82 | León | 26.01 | False | Aprobada | False | |
| TXN_00000598 | CLI_000068 | 2025-08-03 | 07:28:15 | 2025-08-03 07:28:15 | Visa | 4************9673 | Best Buy | Electrónica | 7976.89 | Ciudad de México | 34.38 | False | Aprobada | False | |
| TXN_00000599 | CLI_000180 | 2025-07-13 | 15:31:44 | 2025-07-13 15:31:44 | Mastercard | 5************9514 | Coppel | Ropa | 1854.85 | Ciudad de México | 47.56 | False | Aprobada | False | |
| TXN_00000600 | CLI_000056 | 2025-07-26 | 13:18:37 | 2025-07-26 13:18:37 | Visa | 4************7107 | Dentegra | Salud | 9542.66 | Guadalajara | 22.19 | False | Aprobada | False | |
| TXN_00000601 | CLI_000113 | 2025-09-06 | 06:55:57 | 2025-09-06 06:55:57 | Visa | 4************3742 | San Pablo | Farmacia | 784.2 | Querétaro | 38.88 | False | Aprobada | False | |
| TXN_00000602 | CLI_000056 | 2025-07-17 | 01:50:13 | 2025-07-17 01:50:13 | Mastercard | 5************9833 | KFC | Restaurante | 416.33 | Mérida | 12.9 | True | Aprobada | False | |
| TXN_00000603 | CLI_000088 | 2025-09-09 | 09:43:07 | 2025-09-09 09:43:07 | Visa | 4************4814 | Aeroméxico | Viajes | 15589.61 | Guadalajara | 27.95 | False | Aprobada | False | |
| TXN_00000604 | CLI_000171 | 2025-08-23 | 06:40:51 | 2025-08-23 06:40:51 | Mastercard | 5************3172 | LinkedIn Learning | Educación | 1671.16 | Tijuana | 40.21 | False | Aprobada | False | |
| TXN_00000605 | CLI_000133 | 2025-08-10 | 00:17:11 | 2025-08-10 00:17:11 | Mastercard | 5************4209 | Laboratorio Chopo | Salud | 2292.98 | Puebla | 24.3 | True | Aprobada | False | |
| TXN_00000606 | CLI_000101 | 2025-09-22 | 21:36:45 | 2025-09-22 21:36:45 | Visa | 4************3535 | Aeroméxico | Viajes | 3213.37 | Cancún | 0.9 | False | Aprobada | False | |
| TXN_00000607 | CLI_000100 | 2025-09-03 | 05:33:51 | 2025-09-03 05:33:51 | Visa | 4************1198 | DiDi | Servicios | 185.31 | Querétaro | 5.31 | True | Aprobada | False | |
| TXN_00000608 | CLI_000149 | 2025-07-17 | 18:39:46 | 2025-07-17 18:39:46 | American Express | 37************1338 | Laboratorio Chopo | Salud | 7795.85 | Querétaro | 26.53 | False | Aprobada | False | |
| TXN_00000609 | CLI_000046 | 2025-09-15 | 11:34:06 | 2025-09-15 11:34:06 | Mastercard | 5************8486 | Hospital ABC | Salud | 4937.6 | León | 42.45 | False | Aprobada | False | |
| TXN_00000610 | CLI_000075 | 2025-08-17 | 21:56:00 | 2025-08-17 21:56:00 | Mastercard | 5************9052 | Mercado Libre | Electrónica | 3930.89 | Tijuana | 8.86 | False | Aprobada | False | |
| TXN_00000611 | CLI_000021 | 2025-07-28 | 00:50:39 | 2025-07-28 00:50:39 | Mastercard | 5************7503 | Spotify | Entretenimiento | 1236.38 | Puebla | 5.79 | True | Aprobada | False | |
| TXN_00000612 | CLI_000083 | 2025-09-13 | 18:37:41 | 2025-09-13 18:37:41 | Mastercard | 5************5872 | Farmacias Similares | Farmacia | 146.24 | Puebla | 29.4 | False | Aprobada | False | |
| TXN_00000613 | CLI_000135 | 2025-09-07 | 16:02:47 | 2025-09-07 16:02:47 | Mastercard | 5************2137 | Walmart | Supermercado | 132.0 | Mérida | 33.25 | False | Aprobada | False | |
| TXN_00000614 | CLI_000018 | 2025-09-23 | 07:35:11 | 2025-09-23 07:35:11 | Mastercard | 5************5159 | Telcel | Telecomunicaciones | 475.34 | Tijuana | 42.92 | False | Aprobada | False | |
| TXN_00000615 | CLI_000183 | 2025-09-08 | 01:21:53 | 2025-09-08 01:21:53 | Visa | 4************9681 | Coppel | Ropa | 3688.92 | Tijuana | 33.73 | True | Aprobada | False | |
| TXN_00000616 | CLI_000050 | 2025-09-07 | 13:27:49 | 2025-09-07 13:27:49 | American Express | 37************5155 | Uber | Servicios | 177.57 | Querétaro | 1.21 | False | Aprobada | False | |
| TXN_00000617 | CLI_000069 | 2025-09-27 | 09:29:11 | 2025-09-27 09:29:11 | Visa | 4************7521 | Office Depot | Electrónica | 4963.04 | Querétaro | 23.48 | False | Aprobada | False | |
| TXN_00000618 | CLI_000047 | 2025-10-01 | 14:58:43 | 2025-10-01 14:58:43 | American Express | 37************3783 | AT&T | Telecomunicaciones | 449.32 | Cancún | 25.72 | False | Aprobada | False | |
| TXN_00000619 | CLI_000046 | 2025-09-15 | 07:12:54 | 2025-09-15 07:12:54 | Mastercard | 5************9016 | Netflix | Entretenimiento | 352.26 | Mérida | 23.53 | False | Aprobada | False | |
| TXN_00000620 | CLI_000012 | 2025-07-08 | 20:26:42 | 2025-07-08 20:26:42 | Mastercard | 5************1723 | Dentegra | Salud | 9783.17 | Puebla | 12.57 | False | Aprobada | False | |
| TXN_00000621 | CLI_000107 | 2025-08-21 | 11:21:01 | 2025-08-21 11:21:01 | Mastercard | 5************7047 | Rappi | Servicios | 694.73 | Tijuana | 27.76 | False | Aprobada | False | |
| TXN_00000622 | CLI_000164 | 2025-07-20 | 12:58:08 | 2025-07-20 12:58:08 | American Express | 37************5761 | Palacio de Hierro | Ropa | 1475.23 | León | 27.42 | False | Aprobada | False | |
| TXN_00000623 | CLI_000132 | 2025-09-24 | 08:21:14 | 2025-09-24 08:21:14 | Mastercard | 5************2604 | Farmacias Similares | Farmacia | 698.94 | Ciudad de México | 29.16 | False | Aprobada | False | |
| TXN_00000624 | CLI_000148 | 2025-08-25 | 05:52:46 | 2025-08-25 05:52:46 | Mastercard | 5************1645 | Hospital ABC | Salud | 7168.68 | Mérida | 34.45 | True | Aprobada | False | |
| TXN_00000625 | CLI_000077 | 2025-09-12 | 20:28:05 | 2025-09-12 20:28:05 | Visa | 4************5553 | Chedraui | Supermercado | 301.26 | Mérida | 42.42 | False | Aprobada | False | |
| TXN_00000626 | CLI_000109 | 2025-09-01 | 04:23:13 | 2025-09-01 04:23:13 | Mastercard | 5************7174 | Coursera | Educación | 2142.61 | Toluca | 27.62 | True | Aprobada | False | |
| TXN_00000627 | CLI_000103 | 2025-07-24 | 07:36:07 | 2025-07-24 07:36:07 | American Express | 37************8778 | Farmacias Similares | Salud | 2836.98 | Tijuana | 15.97 | False | Aprobada | False | |
| TXN_00000628 | CLI_000068 | 2025-07-11 | 12:15:43 | 2025-07-11 12:15:43 | Visa | 4************2847 | Farmacias Similares | Salud | 2514.64 | Monterrey | 4.29 | False | Aprobada | False | |
| TXN_00000629 | CLI_000113 | 2025-09-07 | 09:29:16 | 2025-09-07 09:29:16 | Visa | 4************7897 | Walmart | Supermercado | 869.64 | Tijuana | 19.24 | False | Aprobada | False | |
| TXN_00000630 | CLI_000154 | 2025-08-15 | 16:07:10 | 2025-08-15 16:07:10 | American Express | 37************2796 | Despegar | Viajes | 15211.7 | Toluca | 10.79 | False | Aprobada | False | |
| TXN_00000631 | CLI_000148 | 2025-08-11 | 15:59:59 | 2025-08-11 15:59:59 | American Express | 37************6494 | Izzi | Servicios | 907.27 | Guadalajara | 25.37 | False | Aprobada | False | |
| TXN_00000632 | CLI_000075 | 2025-09-11 | 07:45:04 | 2025-09-11 07:45:04 | American Express | 37************9383 | Farmacia Guadalajara | Farmacia | 717.9 | Cancún | 43.9 | False | Aprobada | False | |
| TXN_00000633 | CLI_000107 | 2025-09-24 | 02:50:23 | 2025-09-24 02:50:23 | Visa | 4************7978 | Telcel | Telecomunicaciones | 251.11 | Guadalajara | 12.28 | True | Aprobada | False | |
| TXN_00000634 | CLI_000035 | 2025-07-28 | 23:20:26 | 2025-07-28 23:20:26 | Mastercard | 5************4519 | Amazon | Electrónica | 2875.17 | León | 4.08 | True | Aprobada | False | |
| TXN_00000635 | CLI_000126 | 2025-07-05 | 00:53:39 | 2025-07-05 00:53:39 | American Express | 37************9973 | BP | Gasolina | 947.75 | Toluca | 0.59 | True | Aprobada | False | |
| TXN_00000636 | CLI_000089 | 2025-07-09 | 15:29:30 | 2025-07-09 15:29:30 | Mastercard | 5************3455 | Airbnb | Viajes | 8188.33 | Tijuana | 4.98 | False | Aprobada | False | |
| TXN_00000637 | CLI_000136 | 2025-07-22 | 19:37:32 | 2025-07-22 19:37:32 | American Express | 37************7995 | Domino's | Restaurante | 2678.27 | Puebla | 29.66 | False | Aprobada | True | |
| TXN_00000638 | CLI_000188 | 2025-07-08 | 14:27:01 | 2025-07-08 14:27:01 | American Express | 37************3569 | Farmacias Similares | Salud | 9639.11 | Tijuana | 9.26 | False | Aprobada | False | |
| TXN_00000639 | CLI_000128 | 2025-09-29 | 14:33:03 | 2025-09-29 14:33:03 | Mastercard | 5************9040 | Volaris | Viajes | 14069.89 | Ciudad de México | 28.76 | False | Aprobada | False | |
| TXN_00000640 | CLI_000182 | 2025-08-25 | 13:50:47 | 2025-08-25 13:50:47 | Mastercard | 5************2496 | Farmacias Similares | Farmacia | 129.04 | Tijuana | 47.17 | False | Aprobada | False | |
| TXN_00000641 | CLI_000061 | 2025-07-30 | 15:51:34 | 2025-07-30 15:51:34 | Visa | 4************1904 | Coppel | Ropa | 1258.39 | León | 22.73 | False | Aprobada | False | |
| TXN_00000642 | CLI_000056 | 2025-08-16 | 07:44:21 | 2025-08-16 07:44:21 | American Express | 37************2790 | Udemy | Educación | 942.12 | Toluca | 42.8 | False | Aprobada | False | |
| TXN_00000643 | CLI_000085 | 2025-09-26 | 05:30:54 | 2025-09-26 05:30:54 | Visa | 4************4686 | Cornershop | Servicios | 102.39 | Monterrey | 29.99 | True | Aprobada | False | |
| TXN_00000644 | CLI_000128 | 2025-07-31 | 08:00:23 | 2025-07-31 08:00:23 | Mastercard | 5************9342 | Chevron | Gasolina | 1007.54 | León | 3.34 | False | Aprobada | False | |
| TXN_00000645 | CLI_000139 | 2025-08-29 | 15:55:09 | 2025-08-29 15:55:09 | American Express | 37************2720 | Subway | Restaurante | 475.26 | Toluca | 18.65 | False | Aprobada | False | |
| TXN_00000646 | CLI_000036 | 2025-08-02 | 22:35:26 | 2025-08-02 22:35:26 | Mastercard | 5************3325 | Starbucks | Restaurante | 370.05 | León | 7.54 | False | Aprobada | False | |
| TXN_00000647 | CLI_000031 | 2025-08-20 | 06:38:34 | 2025-08-20 06:38:34 | Visa | 4************5608 | Zara | Ropa | 4820.03 | Guadalajara | 40.98 | False | Aprobada | False | |
| TXN_00000648 | CLI_000146 | 2025-09-06 | 15:40:42 | 2025-09-06 15:40:42 | Mastercard | 5************2892 | BP | Gasolina | 1027.2 | Tijuana | 0.94 | False | Aprobada | False | |
| TXN_00000649 | CLI_000145 | 2025-07-25 | 13:12:16 | 2025-07-25 13:12:16 | Visa | 4************5502 | Mercado Libre | Electrónica | 13314.07 | Puebla | 29.71 | False | Aprobada | False | |
| TXN_00000650 | CLI_000198 | 2025-09-13 | 07:07:43 | 2025-09-13 07:07:43 | Visa | 4************3521 | Aeroméxico | Viajes | 3136.22 | Tijuana | 14.98 | False | Aprobada | False | |
| TXN_00000651 | CLI_000177 | 2025-07-24 | 04:20:53 | 2025-07-24 04:20:53 | Visa | 4************9881 | H&M | Ropa | 2871.7 | Mérida | 5.24 | True | Aprobada | False | |
| TXN_00000652 | CLI_000118 | 2025-08-11 | 15:33:00 | 2025-08-11 15:33:00 | American Express | 37************3257 | H&M | Ropa | 2549.05 | Cancún | 20.72 | False | Aprobada | False | |
| TXN_00000653 | CLI_000190 | 2025-09-02 | 01:00:38 | 2025-09-02 01:00:38 | American Express | 37************1379 | Spotify | Entretenimiento | 1009.2 | Puebla | 16.69 | True | Aprobada | False | |
| TXN_00000654 | CLI_000052 | 2025-08-22 | 13:09:22 | 2025-08-22 13:09:22 | American Express | 37************4235 | Udemy | Educación | 626.51 | Ciudad de México | 32.38 | False | Aprobada | False | |
| TXN_00000655 | CLI_000047 | 2025-09-05 | 09:11:26 | 2025-09-05 09:11:26 | American Express | 37************5486 | Cinemex | Entretenimiento | 150.14 | Tijuana | 45.23 | False | Aprobada | False | |
| TXN_00000656 | CLI_000045 | 2025-07-19 | 09:56:28 | 2025-07-19 09:56:28 | Mastercard | 5************4283 | H&M | Ropa | 4884.47 | Mérida | 6.15 | False | Aprobada | False | |
| TXN_00000657 | CLI_000199 | 2025-07-22 | 00:54:58 | 2025-07-22 00:54:58 | American Express | 37************7303 | Volaris | Viajes | 15487.3 | Toluca | 15.0 | True | Aprobada | False | |
| TXN_00000658 | CLI_000161 | 2025-07-13 | 21:03:23 | 2025-07-13 21:03:23 | Mastercard | 5************9136 | Laboratorio Chopo | Salud | 1908.02 | Cancún | 37.69 | False | Aprobada | False | |
| TXN_00000659 | CLI_000062 | 2025-09-10 | 15:35:27 | 2025-09-10 15:35:27 | Mastercard | 5************6626 | KFC | Restaurante | 737.2 | Toluca | 33.06 | False | Aprobada | False | |
| TXN_00000660 | CLI_000039 | 2025-08-26 | 17:45:02 | 2025-08-26 17:45:02 | Visa | 4************7237 | Farmacia Guadalajara | Farmacia | 469.82 | Toluca | 12.09 | False | Aprobada | False | |
| TXN_00000661 | CLI_000020 | 2025-08-23 | 18:43:50 | 2025-08-23 18:43:50 | American Express | 37************9005 | Amazon Web Services | Educación | 2468.15 | Tijuana | 21.6 | False | Aprobada | False | |
| TXN_00000662 | CLI_000074 | 2025-08-24 | 20:57:13 | 2025-08-24 20:57:13 | American Express | 37************4728 | Farmacias Similares | Salud | 2503.78 | Guadalajara | 6.15 | False | Aprobada | False | |
| TXN_00000663 | CLI_000098 | 2025-09-02 | 05:08:42 | 2025-09-02 05:08:42 | American Express | 37************5254 | Mobil | Gasolina | 1147.06 | Ciudad de México | 7.05 | True | Aprobada | False | |
| TXN_00000664 | CLI_000065 | 2025-09-22 | 04:23:46 | 2025-09-22 04:23:46 | American Express | 37************5334 | Xbox Store | Entretenimiento | 166.33 | Guadalajara | 7.75 | True | Aprobada | False | |
| TXN_00000665 | CLI_000058 | 2025-08-31 | 12:53:24 | 2025-08-31 12:53:24 | Visa | 4************5489 | RadioShack | Electrónica | 13840.38 | Mérida | 20.59 | False | Aprobada | False | |
| TXN_00000666 | CLI_000163 | 2025-07-18 | 04:08:13 | 2025-07-18 04:08:13 | American Express | 37************6672 | Laboratorio Chopo | Salud | 4500.78 | León | 25.36 | True | Aprobada | False | |
| TXN_00000667 | CLI_000124 | 2025-09-23 | 14:19:40 | 2025-09-23 14:19:40 | Visa | 4************4813 | RadioShack | Electrónica | 5757.12 | Cancún | 39.7 | False | Aprobada | False | |
| TXN_00000668 | CLI_000001 | 2025-07-07 | 07:23:29 | 2025-07-07 07:23:29 | Mastercard | 5************7845 | Italiannis | Restaurante | 1215.68 | Mérida | 17.88 | False | Aprobada | False | |
| TXN_00000669 | CLI_000089 | 2025-07-07 | 05:43:27 | 2025-07-07 05:43:27 | Visa | 4************4636 | Amazon | Electrónica | 4829.35 | Tijuana | 9.53 | True | Aprobada | False | |
| TXN_00000670 | CLI_000032 | 2025-08-12 | 10:49:41 | 2025-08-12 10:49:41 | American Express | 37************2574 | Rappi | Servicios | 102.74 | Tijuana | 18.18 | False | Aprobada | False | |
| TXN_00000671 | CLI_000190 | 2025-07-27 | 22:02:45 | 2025-07-27 22:02:45 | American Express | 37************5109 | San Pablo | Farmacia | 572.67 | Monterrey | 33.23 | False | Aprobada | False | |
| TXN_00000672 | CLI_000141 | 2025-09-24 | 17:45:15 | 2025-09-24 17:45:15 | American Express | 37************3932 | BP | Gasolina | 906.34 | Cancún | 15.09 | False | Aprobada | False | |
| TXN_00000673 | CLI_000133 | 2025-09-20 | 00:16:52 | 2025-09-20 00:16:52 | Mastercard | 5************2216 | Netflix | Entretenimiento | 368.93 | Ciudad de México | 23.56 | True | Aprobada | False | |
| TXN_00000674 | CLI_000087 | 2025-07-16 | 13:58:49 | 2025-07-16 13:58:49 | Mastercard | 5************9299 | Aeroméxico | Viajes | 18546.53 | Tijuana | 3.38 | False | Aprobada | False | |
| TXN_00000675 | CLI_000111 | 2025-08-14 | 10:43:50 | 2025-08-14 10:43:50 | Mastercard | 5************3067 | Mobil | Gasolina | 922.62 | Querétaro | 4.71 | False | Aprobada | False | |
| TXN_00000676 | CLI_000032 | 2025-07-08 | 05:02:34 | 2025-07-08 05:02:34 | American Express | 37************7133 | Walmart | Supermercado | 2509.65 | Monterrey | 26.89 | True | Aprobada | False | |
| TXN_00000677 | CLI_000022 | 2025-09-05 | 08:13:34 | 2025-09-05 08:13:34 | Visa | 4************2413 | Netflix | Entretenimiento | 1247.34 | Tijuana | 19.34 | False | Aprobada | False | |
| TXN_00000678 | CLI_000196 | 2025-07-07 | 21:16:10 | 2025-07-07 21:16:10 | Mastercard | 5************1678 | Zara | Ropa | 2228.28 | Querétaro | 33.19 | False | Aprobada | False | |
| TXN_00000679 | CLI_000025 | 2025-09-22 | 23:14:56 | 2025-09-22 23:14:56 | Mastercard | 5************9922 | Soriana | Supermercado | 523.78 | Tijuana | 47.6 | True | Aprobada | False | |
| TXN_00000680 | CLI_000032 | 2025-09-12 | 14:24:27 | 2025-09-12 14:24:27 | Visa | 4************4837 | Amazon | Electrónica | 10728.78 | Mérida | 42.96 | False | Aprobada | False | |
| TXN_00000681 | CLI_000104 | 2025-08-23 | 08:22:33 | 2025-08-23 08:22:33 | American Express | 37************5169 | BP | Gasolina | 954.8 | Mérida | 46.77 | False | Aprobada | False | |
| TXN_00000682 | CLI_000134 | 2025-09-23 | 23:28:17 | 2025-09-23 23:28:17 | Mastercard | 5************3641 | BP | Gasolina | 712.07 | León | 30.9 | True | Aprobada | False | |
| TXN_00000683 | CLI_000173 | 2025-09-23 | 00:11:36 | 2025-09-23 00:11:36 | Visa | 4************2011 | Coppel | Ropa | 4394.61 | Cancún | 49.6 | True | Aprobada | False | |
| TXN_00000684 | CLI_000023 | 2025-07-05 | 22:07:14 | 2025-07-05 22:07:14 | Visa | 4************2112 | Farmacia Guadalajara | Farmacia | 605.47 | Mérida | 37.51 | False | Aprobada | False | |
| TXN_00000685 | CLI_000027 | 2025-09-28 | 00:28:15 | 2025-09-28 00:28:15 | Mastercard | 5************8387 | Palacio de Hierro | Ropa | 3212.23 | Monterrey | 39.36 | True | Aprobada | False | |
| TXN_00000686 | CLI_000011 | 2025-08-15 | 18:45:16 | 2025-08-15 18:45:16 | American Express | 37************5031 | Domino's | Restaurante | 1298.58 | Cancún | 1.55 | False | Aprobada | False | |
| TXN_00000687 | CLI_000160 | 2025-07-11 | 21:59:33 | 2025-07-11 21:59:33 | Visa | 4************3016 | Palacio de Hierro | Ropa | 3717.14 | Guadalajara | 33.67 | False | Aprobada | False | |
| TXN_00000688 | CLI_000130 | 2025-07-23 | 08:44:17 | 2025-07-23 08:44:17 | Visa | 4************6044 | Pemex | Gasolina | 755.8 | Mérida | 36.19 | False | Aprobada | False | |
| TXN_00000689 | CLI_000192 | 2025-08-22 | 05:00:19 | 2025-08-22 05:00:19 | American Express | 37************6685 | Hospital ABC | Salud | 3439.46 | Puebla | 2.83 | True | Aprobada | False | |
| TXN_00000690 | CLI_000060 | 2025-09-01 | 18:56:32 | 2025-09-01 18:56:32 | American Express | 37************1051 | Zara | Ropa | 6829.66 | Toluca | 3.51 | False | Rechazada | True | |
| TXN_00000691 | CLI_000091 | 2025-08-21 | 10:31:34 | 2025-08-21 10:31:34 | Visa | 4************7386 | Izzi | Servicios | 473.27 | Puebla | 37.35 | False | Aprobada | False | |
| TXN_00000692 | CLI_000155 | 2025-09-05 | 06:35:18 | 2025-09-05 06:35:18 | American Express | 37************6690 | Shell | Gasolina | 1288.07 | Monterrey | 7.01 | False | Aprobada | False | |
| TXN_00000693 | CLI_000184 | 2025-09-23 | 01:22:15 | 2025-09-23 01:22:15 | Mastercard | 5************1867 | Cinemex | Entretenimiento | 1083.08 | Puebla | 29.87 | True | Aprobada | False | |
| TXN_00000694 | CLI_000163 | 2025-09-08 | 01:09:32 | 2025-09-08 01:09:32 | Mastercard | 5************6307 | Palacio de Hierro | Ropa | 4718.65 | Toluca | 2.51 | True | Aprobada | False | |
| TXN_00000695 | CLI_000142 | 2025-08-06 | 03:11:40 | 2025-08-06 03:11:40 | Mastercard | 5************9466 | Dentegra | Salud | 5246.97 | Guadalajara | 3.09 | True | Aprobada | False | |
| TXN_00000696 | CLI_000115 | 2025-08-21 | 19:09:14 | 2025-08-21 19:09:14 | Visa | 4************7598 | Office Depot | Electrónica | 13324.43 | Monterrey | 12.49 | False | Aprobada | False | |
| TXN_00000697 | CLI_000089 | 2025-08-31 | 06:24:13 | 2025-08-31 06:24:13 | Visa | 4************4561 | Farmacia Guadalajara | Farmacia | 374.31 | Guadalajara | 6.66 | False | Aprobada | False | |
| TXN_00000698 | CLI_000179 | 2025-09-20 | 20:53:50 | 2025-09-20 20:53:50 | American Express | 37************3645 | Shell | Gasolina | 1132.59 | Toluca | 45.05 | False | Aprobada | False | |
| TXN_00000699 | CLI_000170 | 2025-09-06 | 02:12:56 | 2025-09-06 02:12:56 | American Express | 37************3974 | Aeroméxico | Viajes | 7656.19 | Querétaro | 0.21 | True | Aprobada | False | |
| TXN_00000700 | CLI_000051 | 2025-09-22 | 15:11:03 | 2025-09-22 15:11:03 | Visa | 4************2660 | KFC | Restaurante | 486.94 | Mérida | 20.07 | False | Aprobada | False | |
| TXN_00000701 | CLI_000079 | 2025-09-27 | 18:28:46 | 2025-09-27 18:28:46 | Visa | 4************3542 | Rappi | Servicios | 215.75 | Ciudad de México | 4.93 | False | Aprobada | False | |
| TXN_00000702 | CLI_000014 | 2025-07-04 | 04:53:01 | 2025-07-04 04:53:01 | Mastercard | 5************1909 | Udemy | Educación | 4429.0 | Mérida | 13.84 | True | Aprobada | False | |
| TXN_00000703 | CLI_000037 | 2025-08-15 | 02:53:40 | 2025-08-15 02:53:40 | American Express | 37************8422 | Coppel | Ropa | 4403.68 | Monterrey | 22.84 | True | Aprobada | False | |
| TXN_00000704 | CLI_000098 | 2025-08-11 | 11:16:28 | 2025-08-11 11:16:28 | American Express | 37************1064 | Rappi | Servicios | 411.5 | Tijuana | 45.33 | False | Aprobada | False | |
| TXN_00000705 | CLI_000075 | 2025-08-05 | 12:11:40 | 2025-08-05 12:11:40 | Mastercard | 5************3887 | AT&T | Telecomunicaciones | 430.6 | Ciudad de México | 15.48 | False | Aprobada | False | |
| TXN_00000706 | CLI_000145 | 2025-09-03 | 12:26:37 | 2025-09-03 12:26:37 | Mastercard | 5************4995 | Pemex | Gasolina | 874.1 | Ciudad de México | 9.13 | False | Aprobada | False | |
| TXN_00000707 | CLI_000108 | 2025-09-23 | 08:31:57 | 2025-09-23 08:31:57 | Visa | 4************6127 | Booking.com | Viajes | 11981.57 | Tijuana | 29.26 | False | Aprobada | False | |
| TXN_00000708 | CLI_000048 | 2025-07-11 | 14:05:06 | 2025-07-11 14:05:06 | American Express | 37************4004 | Soriana | Supermercado | 2065.73 | Mérida | 35.18 | False | Aprobada | False | |
| TXN_00000709 | CLI_000066 | 2025-08-13 | 20:00:39 | 2025-08-13 20:00:39 | Visa | 4************3666 | Shell | Gasolina | 2982.73 | León | 360.54 | False | Rechazada | True | |
| TXN_00000710 | CLI_000193 | 2025-07-21 | 11:59:25 | 2025-07-21 11:59:25 | American Express | 37************2529 | Farmacias Similares | Farmacia | 731.41 | León | 14.03 | False | Aprobada | False | |
| TXN_00000711 | CLI_000036 | 2025-09-21 | 21:24:23 | 2025-09-21 21:24:23 | American Express | 37************7032 | Office Depot | Electrónica | 9566.77 | Puebla | 3.3 | False | Aprobada | False | |
| TXN_00000712 | CLI_000014 | 2025-08-27 | 20:24:58 | 2025-08-27 20:24:58 | Mastercard | 5************6301 | Uber | Servicios | 991.76 | León | 19.02 | False | Aprobada | False | |
| TXN_00000713 | CLI_000031 | 2025-08-18 | 04:52:07 | 2025-08-18 04:52:07 | Mastercard | 5************4288 | Best Buy | Electrónica | 7113.6 | Ciudad de México | 22.31 | True | Aprobada | False | |
| TXN_00000714 | CLI_000069 | 2025-08-29 | 04:31:36 | 2025-08-29 04:31:36 | Visa | 4************3384 | Walmart | Supermercado | 1702.19 | Toluca | 45.37 | True | Aprobada | False | |
| TXN_00000715 | CLI_000111 | 2025-08-24 | 15:53:09 | 2025-08-24 15:53:09 | Mastercard | 5************4825 | Booking.com | Viajes | 17174.34 | Guadalajara | 3.42 | False | Aprobada | False | |
| TXN_00000716 | CLI_000190 | 2025-07-12 | 10:42:38 | 2025-07-12 10:42:38 | American Express | 37************3158 | Rappi | Servicios | 80.71 | Mérida | 44.91 | False | Aprobada | False | |
| TXN_00000717 | CLI_000027 | 2025-07-04 | 00:22:51 | 2025-07-04 00:22:51 | Visa | 4************9139 | Farmacias del Ahorro | Farmacia | 341.59 | Mérida | 15.94 | True | Aprobada | False | |
| TXN_00000718 | CLI_000077 | 2025-07-27 | 19:44:57 | 2025-07-27 19:44:57 | Mastercard | 5************5539 | Udemy | Educación | 633.34 | León | 31.92 | False | Aprobada | False | |
| TXN_00000719 | CLI_000108 | 2025-07-14 | 02:22:27 | 2025-07-14 02:22:27 | Visa | 4************4872 | Pemex | Gasolina | 635.77 | Monterrey | 11.36 | True | Aprobada | False | |
| TXN_00000720 | CLI_000069 | 2025-10-01 | 02:17:40 | 2025-10-01 02:17:40 | American Express | 37************6473 | Udemy | Educación | 4233.67 | Mérida | 32.95 | True | Aprobada | False | |
| TXN_00000721 | CLI_000057 | 2025-07-27 | 07:29:05 | 2025-07-27 07:29:05 | American Express | 37************3062 | Shell | Gasolina | 980.08 | Toluca | 18.41 | False | Aprobada | False | |
| TXN_00000722 | CLI_000012 | 2025-07-19 | 12:28:29 | 2025-07-19 12:28:29 | American Express | 37************8711 | Mobil | Gasolina | 1339.74 | Mérida | 0.71 | False | Aprobada | False | |
| TXN_00000723 | CLI_000174 | 2025-07-18 | 04:00:18 | 2025-07-18 04:00:18 | Mastercard | 5************4202 | Subway | Restaurante | 1648.91 | Tijuana | 1.07 | True | Aprobada | False | |
| TXN_00000724 | CLI_000039 | 2025-09-17 | 04:13:54 | 2025-09-17 04:13:54 | Mastercard | 5************1506 | Hospital ABC | Salud | 5966.36 | Tijuana | 36.36 | True | Aprobada | False | |
| TXN_00000725 | CLI_000011 | 2025-09-02 | 19:11:25 | 2025-09-02 19:11:25 | Visa | 4************6573 | Palacio de Hierro | Ropa | 3553.53 | Monterrey | 44.42 | False | Aprobada | False | |
| TXN_00000726 | CLI_000142 | 2025-09-04 | 11:52:50 | 2025-09-04 11:52:50 | Visa | 4************7864 | Cinépolis | Entretenimiento | 1327.94 | Cancún | 25.94 | False | Aprobada | False | |
| TXN_00000727 | CLI_000178 | 2025-08-02 | 04:36:06 | 2025-08-02 04:36:06 | Mastercard | 5************9675 | Mercado Libre | Electrónica | 25446.89 | Monterrey | 94.71 | True | Rechazada | True | |
| TXN_00000728 | CLI_000008 | 2025-09-20 | 18:13:44 | 2025-09-20 18:13:44 | Mastercard | 5************8753 | KFC | Restaurante | 594.37 | Ciudad de México | 19.64 | False | Aprobada | False | |
| TXN_00000729 | CLI_000057 | 2025-07-17 | 03:23:06 | 2025-07-17 03:23:06 | Visa | 4************7871 | Costco | Supermercado | 1111.4 | Ciudad de México | 49.69 | True | Aprobada | False | |
| TXN_00000730 | CLI_000082 | 2025-09-22 | 19:52:00 | 2025-09-22 19:52:00 | American Express | 37************8813 | Mobil | Gasolina | 559.24 | Guadalajara | 19.84 | False | Aprobada | False | |
| TXN_00000731 | CLI_000133 | 2025-07-07 | 07:56:37 | 2025-07-07 07:56:37 | American Express | 37************3052 | Hospital ABC | Salud | 7917.21 | Puebla | 41.15 | False | Aprobada | False | |
| TXN_00000732 | CLI_000060 | 2025-08-21 | 03:06:25 | 2025-08-21 03:06:25 | American Express | 37************1538 | Pemex | Gasolina | 910.24 | Mérida | 14.7 | True | Aprobada | False | |
| TXN_00000733 | CLI_000035 | 2025-09-14 | 05:22:06 | 2025-09-14 05:22:06 | American Express | 37************7852 | Walmart | Supermercado | 1624.7 | Querétaro | 0.84 | True | Aprobada | False | |
| TXN_00000734 | CLI_000049 | 2025-08-29 | 02:00:54 | 2025-08-29 02:00:54 | Mastercard | 5************6084 | Mercado Libre | Electrónica | 8909.64 | Ciudad de México | 36.22 | True | Aprobada | False | |
| TXN_00000735 | CLI_000188 | 2025-09-19 | 12:46:42 | 2025-09-19 12:46:42 | American Express | 37************6548 | Totalplay | Telecomunicaciones | 405.55 | Toluca | 35.19 | False | Aprobada | False | |
| TXN_00000736 | CLI_000190 | 2025-07-13 | 04:49:26 | 2025-07-13 04:49:26 | Mastercard | 5************7207 | Dentegra | Salud | 8032.22 | León | 18.36 | True | Aprobada | False | |
| TXN_00000737 | CLI_000113 | 2025-10-01 | 06:37:31 | 2025-10-01 06:37:31 | Mastercard | 5************1583 | Subway | Restaurante | 1075.48 | Ciudad de México | 46.53 | False | Aprobada | False | |
| TXN_00000738 | CLI_000005 | 2025-07-13 | 18:17:29 | 2025-07-13 18:17:29 | Mastercard | 5************3731 | Starbucks | Restaurante | 271.85 | Monterrey | 0.26 | False | Aprobada | False | |
| TXN_00000739 | CLI_000024 | 2025-08-20 | 07:41:41 | 2025-08-20 07:41:41 | Visa | 4************9674 | Dentegra | Salud | 14662.14 | Ciudad de México | 410.36 | False | Aprobada | True | |
| TXN_00000740 | CLI_000012 | 2025-07-27 | 01:09:39 | 2025-07-27 01:09:39 | Visa | 4************1639 | Cornershop | Servicios | 691.99 | Monterrey | 5.5 | True | Aprobada | False | |
| TXN_00000741 | CLI_000157 | 2025-07-06 | 04:38:15 | 2025-07-06 04:38:15 | American Express | 37************2064 | Pemex | Gasolina | 1275.69 | Tijuana | 2.24 | True | Aprobada | False | |
| TXN_00000742 | CLI_000103 | 2025-07-14 | 21:31:26 | 2025-07-14 21:31:26 | Mastercard | 5************5781 | Laboratorio Chopo | Salud | 5979.13 | Querétaro | 2.65 | False | Aprobada | False | |
| TXN_00000743 | CLI_000158 | 2025-07-20 | 05:07:59 | 2025-07-20 05:07:59 | American Express | 37************8701 | Coppel | Ropa | 822.38 | Mérida | 17.01 | True | Aprobada | False | |
| TXN_00000744 | CLI_000059 | 2025-07-27 | 12:09:09 | 2025-07-27 12:09:09 | Visa | 4************2892 | Uber | Servicios | 482.06 | Monterrey | 45.07 | False | Aprobada | False | |
| TXN_00000745 | CLI_000063 | 2025-07-11 | 08:57:42 | 2025-07-11 08:57:42 | Mastercard | 5************2954 | Netflix | Entretenimiento | 947.8 | Cancún | 22.41 | False | Aprobada | False | |
| TXN_00000746 | CLI_000155 | 2025-07-29 | 08:10:40 | 2025-07-29 08:10:40 | Mastercard | 5************9708 | La Comer | Supermercado | 728.87 | Cancún | 17.22 | False | Aprobada | False | |
| TXN_00000747 | CLI_000027 | 2025-08-15 | 13:04:39 | 2025-08-15 13:04:39 | Mastercard | 5************3783 | Despegar | Viajes | 16115.03 | Ciudad de México | 24.56 | False | Aprobada | False | |
| TXN_00000748 | CLI_000092 | 2025-08-18 | 21:50:25 | 2025-08-18 21:50:25 | Visa | 4************3985 | Xbox Store | Entretenimiento | 706.79 | Cancún | 49.19 | False | Aprobada | False | |
| TXN_00000749 | CLI_000050 | 2025-08-14 | 18:55:01 | 2025-08-14 18:55:01 | Mastercard | 5************6923 | H&M | Ropa | 766.15 | Mérida | 45.82 | False | Aprobada | False | |
| TXN_00000750 | CLI_000140 | 2025-07-18 | 11:24:10 | 2025-07-18 11:24:10 | Visa | 4************3218 | Telcel | Telecomunicaciones | 565.3 | Puebla | 15.32 | False | Aprobada | False | |
| TXN_00000751 | CLI_000099 | 2025-08-31 | 22:27:24 | 2025-08-31 22:27:24 | Visa | 4************7811 | Dentegra | Salud | 9879.63 | Querétaro | 23.93 | False | Aprobada | False | |
| TXN_00000752 | CLI_000119 | 2025-08-17 | 20:19:54 | 2025-08-17 20:19:54 | Visa | 4************6224 | Cornershop | Servicios | 87.01 | Ciudad de México | 11.63 | False | Aprobada | False | |
| TXN_00000753 | CLI_000025 | 2025-07-04 | 15:42:58 | 2025-07-04 15:42:58 | Visa | 4************5552 | Telcel | Telecomunicaciones | 759.65 | Monterrey | 8.96 | False | Aprobada | False | |
| TXN_00000754 | CLI_000124 | 2025-07-23 | 20:01:25 | 2025-07-23 20:01:25 | Mastercard | 5************7119 | Farmacias Similares | Salud | 2945.73 | Tijuana | 34.0 | False | Aprobada | False | |
| TXN_00000755 | CLI_000009 | 2025-07-31 | 10:11:52 | 2025-07-31 10:11:52 | Visa | 4************7965 | Hospital ABC | Salud | 8656.78 | Querétaro | 48.12 | False | Aprobada | False | |
| TXN_00000756 | CLI_000059 | 2025-08-07 | 05:34:41 | 2025-08-07 05:34:41 | Visa | 4************7951 | H&M | Ropa | 1070.55 | Mérida | 44.67 | True | Aprobada | False | |
| TXN_00000757 | CLI_000056 | 2025-09-26 | 09:37:25 | 2025-09-26 09:37:25 | Visa | 4************4758 | Pemex | Gasolina | 947.01 | Querétaro | 42.0 | False | Aprobada | False | |
| TXN_00000758 | CLI_000002 | 2025-09-03 | 21:34:50 | 2025-09-03 21:34:50 | Mastercard | 5************9639 | Laboratorio Chopo | Salud | 6633.62 | Cancún | 42.25 | False | Aprobada | False | |
| TXN_00000759 | CLI_000073 | 2025-09-18 | 17:10:03 | 2025-09-18 17:10:03 | Visa | 4************5629 | Coppel | Ropa | 2763.35 | León | 44.34 | False | Aprobada | False | |
| TXN_00000760 | CLI_000186 | 2025-07-25 | 04:18:37 | 2025-07-25 04:18:37 | Visa | 4************3118 | Amazon Web Services | Educación | 4100.71 | Monterrey | 48.09 | True | Aprobada | False | |
| TXN_00000761 | CLI_000056 | 2025-07-26 | 18:59:39 | 2025-07-26 18:59:39 | Mastercard | 5************2483 | McDonald's | Restaurante | 1884.33 | Monterrey | 3.98 | False | Aprobada | False | |
| TXN_00000762 | CLI_000134 | 2025-09-21 | 19:06:29 | 2025-09-21 19:06:29 | American Express | 37************7493 | Soriana | Supermercado | 1201.3 | León | 4.58 | False | Aprobada | False | |
| TXN_00000763 | CLI_000127 | 2025-09-10 | 08:04:22 | 2025-09-10 08:04:22 | Mastercard | 5************5709 | Palacio de Hierro | Ropa | 3525.44 | Querétaro | 2.26 | False | Aprobada | False | |
| TXN_00000764 | CLI_000003 | 2025-07-12 | 23:42:21 | 2025-07-12 23:42:21 | American Express | 37************2790 | Farmacias del Ahorro | Farmacia | 428.56 | Cancún | 7.72 | True | Aprobada | False | |
| TXN_00000765 | CLI_000171 | 2025-08-23 | 23:25:14 | 2025-08-23 23:25:14 | American Express | 37************5879 | Farmacias del Ahorro | Farmacia | 760.85 | Querétaro | 2.82 | True | Aprobada | False | |
| TXN_00000766 | CLI_000007 | 2025-07-06 | 13:39:01 | 2025-07-06 13:39:01 | Mastercard | 5************9633 | DiDi | Servicios | 607.58 | Toluca | 46.76 | False | Aprobada | False | |
| TXN_00000767 | CLI_000198 | 2025-09-03 | 04:00:55 | 2025-09-03 04:00:55 | Mastercard | 5************2190 | Office Depot | Electrónica | 13779.88 | Cancún | 2.48 | True | Aprobada | False | |
| TXN_00000768 | CLI_000162 | 2025-09-29 | 08:35:23 | 2025-09-29 08:35:23 | Mastercard | 5************9547 | Hospital ABC | Salud | 4315.17 | Guadalajara | 10.35 | False | Aprobada | False | |
| TXN_00000769 | CLI_000134 | 2025-09-03 | 02:33:03 | 2025-09-03 02:33:03 | Mastercard | 5************6672 | Booking.com | Viajes | 3122.55 | Monterrey | 2.56 | True | Aprobada | False | |
| TXN_00000770 | CLI_000073 | 2025-09-18 | 00:56:30 | 2025-09-18 00:56:30 | Mastercard | 5************2840 | Soriana | Supermercado | 100.73 | Ciudad de México | 26.23 | True | Aprobada | False | |
| TXN_00000771 | CLI_000006 | 2025-09-22 | 05:22:06 | 2025-09-22 05:22:06 | American Express | 37************3633 | Farmacias del Ahorro | Farmacia | 533.51 | Mérida | 14.84 | True | Aprobada | False | |
| TXN_00000772 | CLI_000189 | 2025-09-26 | 10:27:23 | 2025-09-26 10:27:23 | Visa | 4************3108 | KFC | Restaurante | 1739.96 | Puebla | 49.94 | False | Aprobada | False | |
| TXN_00000773 | CLI_000027 | 2025-09-14 | 13:33:57 | 2025-09-14 13:33:57 | Visa | 4************2075 | Coppel | Ropa | 499.86 | Tijuana | 34.21 | False | Aprobada | False | |
| TXN_00000774 | CLI_000154 | 2025-09-27 | 00:42:10 | 2025-09-27 00:42:10 | Mastercard | 5************9758 | Movistar | Telecomunicaciones | 763.55 | Tijuana | 22.35 | True | Aprobada | False | |
| TXN_00000775 | CLI_000067 | 2025-07-18 | 19:46:13 | 2025-07-18 19:46:13 | American Express | 37************9248 | Amazon Web Services | Educación | 1525.62 | Querétaro | 12.81 | False | Aprobada | False | |
| TXN_00000776 | CLI_000107 | 2025-09-06 | 12:36:24 | 2025-09-06 12:36:24 | American Express | 37************5420 | BP | Gasolina | 2976.37 | Puebla | 98.87 | False | Rechazada | True | |
| TXN_00000777 | CLI_000189 | 2025-09-20 | 10:23:51 | 2025-09-20 10:23:51 | Visa | 4************6703 | BP | Gasolina | 3336.18 | Cancún | 333.4 | False | Rechazada | True | |
| TXN_00000778 | CLI_000055 | 2025-09-01 | 02:36:19 | 2025-09-01 02:36:19 | Visa | 4************3841 | LinkedIn Learning | Educación | 4195.82 | Guadalajara | 28.09 | True | Aprobada | False | |
| TXN_00000779 | CLI_000155 | 2025-08-12 | 05:31:26 | 2025-08-12 05:31:26 | American Express | 37************3135 | Costco | Supermercado | 2144.0 | León | 18.78 | True | Aprobada | False | |
| TXN_00000780 | CLI_000135 | 2025-07-16 | 17:47:05 | 2025-07-16 17:47:05 | Mastercard | 5************8833 | Aeroméxico | Viajes | 8129.55 | Monterrey | 5.87 | False | Aprobada | False | |
| TXN_00000781 | CLI_000074 | 2025-08-02 | 04:01:26 | 2025-08-02 04:01:26 | Mastercard | 5************7502 | Pemex | Gasolina | 535.83 | Mérida | 45.37 | True | Aprobada | False | |
| TXN_00000782 | CLI_000159 | 2025-07-06 | 20:38:23 | 2025-07-06 20:38:23 | Visa | 4************3476 | RadioShack | Electrónica | 6980.25 | Tijuana | 43.28 | False | Aprobada | False | |
| TXN_00000783 | CLI_000078 | 2025-09-04 | 05:10:22 | 2025-09-04 05:10:22 | American Express | 37************9571 | Coppel | Ropa | 1597.95 | Guadalajara | 34.97 | True | Aprobada | False | |
| TXN_00000784 | CLI_000083 | 2025-08-04 | 07:57:04 | 2025-08-04 07:57:04 | Mastercard | 5************4438 | Laboratorio Chopo | Salud | 3975.87 | Mérida | 14.18 | False | Aprobada | False | |
| TXN_00000785 | CLI_000009 | 2025-09-30 | 06:46:48 | 2025-09-30 06:46:48 | Visa | 4************2837 | Mercado Libre | Electrónica | 2221.16 | Ciudad de México | 26.15 | False | Aprobada | False | |
| TXN_00000786 | CLI_000047 | 2025-07-18 | 01:42:45 | 2025-07-18 01:42:45 | Mastercard | 5************7575 | Shell | Gasolina | 1243.65 | Toluca | 46.77 | True | Aprobada | False | |
| TXN_00000787 | CLI_000135 | 2025-08-05 | 10:37:11 | 2025-08-05 10:37:11 | Visa | 4************8431 | RadioShack | Electrónica | 10595.39 | Puebla | 32.1 | False | Aprobada | False | |
| TXN_00000788 | CLI_000188 | 2025-09-23 | 07:01:43 | 2025-09-23 07:01:43 | American Express | 37************9571 | Mercado Libre | Electrónica | 7114.81 | Toluca | 3.83 | False | Aprobada | False | |
| TXN_00000789 | CLI_000049 | 2025-09-24 | 12:35:01 | 2025-09-24 12:35:01 | Visa | 4************6353 | Office Depot | Electrónica | 13356.36 | Mérida | 25.97 | False | Aprobada | False | |
| TXN_00000790 | CLI_000012 | 2025-09-03 | 02:29:21 | 2025-09-03 02:29:21 | Mastercard | 5************8867 | Farmacias Similares | Farmacia | 79.08 | Monterrey | 8.23 | True | Aprobada | False | |
| TXN_00000791 | CLI_000079 | 2025-08-23 | 18:11:36 | 2025-08-23 18:11:36 | American Express | 37************9620 | Mobil | Gasolina | 1227.25 | Querétaro | 40.26 | False | Aprobada | False | |
| TXN_00000792 | CLI_000111 | 2025-08-09 | 04:20:51 | 2025-08-09 04:20:51 | American Express | 37************3121 | Dentegra | Salud | 8551.79 | Tijuana | 48.03 | True | Aprobada | False | |
| TXN_00000793 | CLI_000024 | 2025-08-17 | 11:02:47 | 2025-08-17 11:02:47 | American Express | 37************6652 | Udemy | Educación | 4745.01 | Cancún | 30.34 | False | Aprobada | False | |
| TXN_00000794 | CLI_000193 | 2025-09-30 | 13:35:22 | 2025-09-30 13:35:22 | Visa | 4************3848 | Movistar | Telecomunicaciones | 1727.52 | Tijuana | 434.28 | False | Rechazada | True | |
| TXN_00000795 | CLI_000080 | 2025-09-09 | 04:23:22 | 2025-09-09 04:23:22 | American Express | 37************7901 | Cinépolis | Entretenimiento | 940.63 | Toluca | 14.35 | True | Aprobada | False | |
| TXN_00000796 | CLI_000138 | 2025-09-24 | 00:47:47 | 2025-09-24 00:47:47 | American Express | 37************6515 | RadioShack | Electrónica | 2819.32 | Puebla | 17.45 | True | Aprobada | False | |
| TXN_00000797 | CLI_000005 | 2025-09-01 | 00:34:25 | 2025-09-01 00:34:25 | American Express | 37************8794 | BP | Gasolina | 1113.19 | Toluca | 43.81 | True | Aprobada | False | |
| TXN_00000798 | CLI_000193 | 2025-08-20 | 16:29:43 | 2025-08-20 16:29:43 | Visa | 4************8008 | Mobil | Gasolina | 490.95 | Monterrey | 9.63 | False | Aprobada | False | |
| TXN_00000799 | CLI_000059 | 2025-09-27 | 02:59:03 | 2025-09-27 02:59:03 | Visa | 4************8642 | Udemy | Educación | 1408.08 | Ciudad de México | 16.22 | True | Aprobada | False | |
| TXN_00000800 | CLI_000130 | 2025-08-09 | 05:27:25 | 2025-08-09 05:27:25 | Mastercard | 5************5494 | Laboratorio Chopo | Salud | 1214.5 | Toluca | 1.52 | True | Aprobada | False | |
| TXN_00000801 | CLI_000095 | 2025-09-26 | 07:19:36 | 2025-09-26 07:19:36 | American Express | 37************8382 | Movistar | Telecomunicaciones | 2308.34 | Tijuana | 381.02 | False | Aprobada | True | |
| TXN_00000802 | CLI_000045 | 2025-09-07 | 11:22:42 | 2025-09-07 11:22:42 | American Express | 37************2342 | Office Depot | Electrónica | 12470.31 | Querétaro | 11.02 | False | Aprobada | False | |
| TXN_00000803 | CLI_000046 | 2025-08-16 | 02:44:27 | 2025-08-16 02:44:27 | Mastercard | 5************8688 | Izzi | Servicios | 111.67 | Guadalajara | 1.73 | True | Aprobada | False | |
| TXN_00000804 | CLI_000090 | 2025-09-17 | 05:06:55 | 2025-09-17 05:06:55 | Mastercard | 5************5272 | Laboratorio Chopo | Salud | 8304.36 | Mérida | 20.25 | True | Aprobada | False | |
| TXN_00000805 | CLI_000173 | 2025-07-18 | 11:55:02 | 2025-07-18 11:55:02 | Mastercard | 5************3033 | Netflix | Entretenimiento | 462.14 | Monterrey | 0.2 | False | Aprobada | False | |
| TXN_00000806 | CLI_000136 | 2025-07-08 | 15:00:35 | 2025-07-08 15:00:35 | American Express | 37************8965 | Amazon Web Services | Educación | 3478.23 | León | 25.42 | False | Aprobada | False | |
| TXN_00000807 | CLI_000084 | 2025-09-30 | 04:34:27 | 2025-09-30 04:34:27 | Mastercard | 5************7470 | Chevron | Gasolina | 310.89 | León | 38.07 | True | Aprobada | False | |
| TXN_00000808 | CLI_000054 | 2025-07-11 | 02:55:06 | 2025-07-11 02:55:06 | Mastercard | 5************7362 | Hospital ABC | Salud | 7179.75 | Ciudad de México | 29.29 | True | Aprobada | False | |
| TXN_00000809 | CLI_000055 | 2025-08-28 | 08:40:26 | 2025-08-28 08:40:26 | Mastercard | 5************9734 | Izzi | Servicios | 766.88 | Querétaro | 49.49 | False | Aprobada | False | |
| TXN_00000810 | CLI_000152 | 2025-09-20 | 04:16:15 | 2025-09-20 04:16:15 | American Express | 37************8723 | Hospital ABC | Salud | 7823.78 | Toluca | 16.8 | True | Aprobada | False | |
| TXN_00000811 | CLI_000081 | 2025-07-09 | 10:28:51 | 2025-07-09 10:28:51 | Visa | 4************9752 | Cinemex | Entretenimiento | 550.82 | Ciudad de México | 3.73 | False | Aprobada | False | |
| TXN_00000812 | CLI_000034 | 2025-09-24 | 14:55:05 | 2025-09-24 14:55:05 | American Express | 37************3991 | Movistar | Telecomunicaciones | 209.67 | Guadalajara | 22.82 | False | Aprobada | False | |
| TXN_00000813 | CLI_000057 | 2025-09-13 | 14:05:03 | 2025-09-13 14:05:03 | Mastercard | 5************9390 | Amazon | Electrónica | 11361.74 | Puebla | 11.37 | False | Aprobada | False | |
| TXN_00000814 | CLI_000192 | 2025-07-20 | 07:00:18 | 2025-07-20 07:00:18 | Visa | 4************2730 | Farmacias del Ahorro | Farmacia | 111.54 | Tijuana | 4.66 | False | Aprobada | False | |
| TXN_00000815 | CLI_000187 | 2025-08-20 | 16:13:33 | 2025-08-20 16:13:33 | American Express | 37************6391 | Farmacias Similares | Salud | 8444.86 | Guadalajara | 7.11 | False | Aprobada | False | |
| TXN_00000816 | CLI_000016 | 2025-07-20 | 04:44:56 | 2025-07-20 04:44:56 | American Express | 37************5169 | KFC | Restaurante | 1764.72 | Mérida | 23.34 | True | Aprobada | False | |
| TXN_00000817 | CLI_000184 | 2025-08-04 | 14:53:56 | 2025-08-04 14:53:56 | American Express | 37************8129 | Dentegra | Salud | 2950.57 | Mérida | 25.56 | False | Aprobada | False | |
| TXN_00000818 | CLI_000166 | 2025-09-04 | 10:57:40 | 2025-09-04 10:57:40 | Visa | 4************9185 | Udemy | Educación | 4186.07 | León | 5.53 | False | Aprobada | False | |
| TXN_00000819 | CLI_000139 | 2025-07-21 | 12:12:13 | 2025-07-21 12:12:13 | American Express | 37************1278 | Palacio de Hierro | Ropa | 4079.45 | Cancún | 7.91 | False | Aprobada | False | |
| TXN_00000820 | CLI_000097 | 2025-07-18 | 15:22:53 | 2025-07-18 15:22:53 | Mastercard | 5************6234 | Farmacia Guadalajara | Farmacia | 729.95 | Guadalajara | 2.58 | False | Aprobada | False | |
| TXN_00000821 | CLI_000136 | 2025-09-25 | 19:20:13 | 2025-09-25 19:20:13 | Visa | 4************7183 | Italiannis | Restaurante | 1352.23 | Toluca | 1.06 | False | Aprobada | False | |
| TXN_00000822 | CLI_000157 | 2025-09-29 | 11:43:12 | 2025-09-29 11:43:12 | American Express | 37************5575 | Chevron | Gasolina | 515.22 | Toluca | 36.75 | False | Aprobada | False | |
| TXN_00000823 | CLI_000173 | 2025-09-10 | 08:39:23 | 2025-09-10 08:39:23 | American Express | 37************1181 | Rappi | Servicios | 803.91 | Cancún | 34.73 | False | Aprobada | False | |
| TXN_00000824 | CLI_000076 | 2025-08-08 | 00:07:23 | 2025-08-08 00:07:23 | Mastercard | 5************7945 | Hospital ABC | Salud | 10632.57 | Querétaro | 290.83 | True | Rechazada | True | |
| TXN_00000825 | CLI_000152 | 2025-08-17 | 21:42:18 | 2025-08-17 21:42:18 | American Express | 37************8475 | Costco | Supermercado | 1196.02 | León | 2.88 | False | Aprobada | False | |
| TXN_00000826 | CLI_000070 | 2025-08-24 | 12:32:13 | 2025-08-24 12:32:13 | Mastercard | 5************9528 | Airbnb | Viajes | 19538.6 | Cancún | 42.58 | False | Aprobada | False | |
| TXN_00000827 | CLI_000176 | 2025-08-12 | 18:09:56 | 2025-08-12 18:09:56 | Visa | 4************1774 | Soriana | Supermercado | 1130.88 | Tijuana | 42.08 | False | Aprobada | False | |
| TXN_00000828 | CLI_000124 | 2025-08-14 | 09:03:29 | 2025-08-14 09:03:29 | Mastercard | 5************7783 | La Comer | Supermercado | 1104.96 | Ciudad de México | 14.63 | False | Aprobada | False | |
| TXN_00000829 | CLI_000071 | 2025-09-18 | 08:39:44 | 2025-09-18 08:39:44 | Visa | 4************4000 | Dentegra | Salud | 9991.97 | Toluca | 40.02 | False | Aprobada | False | |
| TXN_00000830 | CLI_000166 | 2025-08-30 | 11:40:31 | 2025-08-30 11:40:31 | Visa | 4************7068 | Airbnb | Viajes | 16969.76 | Monterrey | 43.01 | False | Aprobada | False | |
| TXN_00000831 | CLI_000081 | 2025-09-17 | 15:59:57 | 2025-09-17 15:59:57 | Mastercard | 5************4595 | Amazon Web Services | Educación | 4210.32 | Puebla | 39.69 | False | Aprobada | False | |
| TXN_00000832 | CLI_000188 | 2025-09-05 | 22:46:35 | 2025-09-05 22:46:35 | Visa | 4************3419 | DiDi | Servicios | 1491.78 | Guadalajara | 397.22 | False | Aprobada | True | |
| TXN_00000833 | CLI_000123 | 2025-08-02 | 03:44:38 | 2025-08-02 03:44:38 | Mastercard | 5************7429 | Shell | Gasolina | 760.28 | Monterrey | 3.24 | True | Aprobada | False | |
| TXN_00000834 | CLI_000192 | 2025-10-01 | 19:09:57 | 2025-10-01 19:09:57 | Visa | 4************3057 | Farmacias Similares | Salud | 7921.49 | Tijuana | 32.69 | False | Aprobada | False | |
| TXN_00000835 | CLI_000106 | 2025-08-27 | 10:51:06 | 2025-08-27 10:51:06 | American Express | 37************7142 | La Comer | Supermercado | 1998.12 | Monterrey | 42.6 | False | Aprobada | False | |
| TXN_00000836 | CLI_000191 | 2025-08-08 | 01:08:32 | 2025-08-08 01:08:32 | Mastercard | 5************5015 | Telcel | Telecomunicaciones | 760.73 | Tijuana | 7.13 | True | Aprobada | False | |
| TXN_00000837 | CLI_000115 | 2025-07-18 | 09:17:02 | 2025-07-18 09:17:02 | American Express | 37************1423 | Xbox Store | Entretenimiento | 537.95 | Ciudad de México | 37.29 | False | Aprobada | False | |
| TXN_00000838 | CLI_000061 | 2025-09-25 | 06:52:34 | 2025-09-25 06:52:34 | Mastercard | 5************5378 | Italiannis | Restaurante | 1825.84 | León | 21.87 | False | Aprobada | False | |
| TXN_00000839 | CLI_000054 | 2025-08-07 | 12:08:31 | 2025-08-07 12:08:31 | Visa | 4************7416 | Farmacia Guadalajara | Farmacia | 56.77 | León | 0.48 | False | Aprobada | False | |
| TXN_00000840 | CLI_000059 | 2025-08-18 | 00:36:11 | 2025-08-18 00:36:11 | Mastercard | 5************4315 | Farmacias Similares | Salud | 9569.53 | Toluca | 44.24 | True | Aprobada | False | |
| TXN_00000841 | CLI_000191 | 2025-07-08 | 19:57:28 | 2025-07-08 19:57:28 | Visa | 4************2412 | Palacio de Hierro | Ropa | 437.57 | Guadalajara | 20.52 | False | Aprobada | False | |
| TXN_00000842 | CLI_000178 | 2025-09-20 | 15:15:46 | 2025-09-20 15:15:46 | Visa | 4************1934 | Volaris | Viajes | 18128.1 | Monterrey | 36.72 | False | Aprobada | False | |
| TXN_00000843 | CLI_000151 | 2025-07-12 | 16:24:09 | 2025-07-12 16:24:09 | Mastercard | 5************7388 | Farmacias Similares | Farmacia | 419.04 | Puebla | 42.91 | False | Aprobada | False | |
| TXN_00000844 | CLI_000125 | 2025-09-24 | 16:40:06 | 2025-09-24 16:40:06 | American Express | 37************3787 | Telcel | Telecomunicaciones | 609.91 | Monterrey | 41.25 | False | Aprobada | False | |
| TXN_00000845 | CLI_000132 | 2025-09-12 | 16:24:38 | 2025-09-12 16:24:38 | American Express | 37************8011 | Movistar | Telecomunicaciones | 271.4 | León | 23.55 | False | Aprobada | False | |
| TXN_00000846 | CLI_000089 | 2025-08-29 | 22:04:45 | 2025-08-29 22:04:45 | Mastercard | 5************8819 | Totalplay | Telecomunicaciones | 781.23 | León | 20.88 | False | Aprobada | False | |
| TXN_00000847 | CLI_000117 | 2025-08-23 | 20:36:52 | 2025-08-23 20:36:52 | Visa | 4************5779 | AT&T | Telecomunicaciones | 534.14 | Querétaro | 22.96 | False | Aprobada | False | |
| TXN_00000848 | CLI_000106 | 2025-08-22 | 07:34:54 | 2025-08-22 07:34:54 | Mastercard | 5************8953 | Izzi | Servicios | 870.33 | Monterrey | 43.74 | False | Aprobada | False | |
| TXN_00000849 | CLI_000154 | 2025-09-01 | 10:35:01 | 2025-09-01 10:35:01 | American Express | 37************8132 | DiDi | Servicios | 280.41 | Ciudad de México | 7.26 | False | Aprobada | False | |
| TXN_00000850 | CLI_000017 | 2025-09-28 | 16:21:40 | 2025-09-28 16:21:40 | Visa | 4************3936 | Farmacias Similares | Salud | 22266.52 | León | 339.28 | False | Rechazada | True | |
| TXN_00000851 | CLI_000174 | 2025-08-28 | 22:46:12 | 2025-08-28 22:46:12 | Mastercard | 5************5349 | Palacio de Hierro | Ropa | 1100.17 | León | 22.89 | False | Aprobada | False | |
| TXN_00000852 | CLI_000009 | 2025-07-11 | 18:29:46 | 2025-07-11 18:29:46 | Visa | 4************1657 | Izzi | Servicios | 670.08 | Toluca | 12.34 | False | Aprobada | False | |
| TXN_00000853 | CLI_000048 | 2025-07-06 | 09:18:17 | 2025-07-06 09:18:17 | American Express | 37************4136 | Cinemex | Entretenimiento | 1207.22 | Puebla | 21.23 | False | Aprobada | False | |
| TXN_00000854 | CLI_000066 | 2025-08-20 | 08:35:19 | 2025-08-20 08:35:19 | Visa | 4************3395 | AT&T | Telecomunicaciones | 241.45 | Mérida | 47.7 | False | Aprobada | False | |
| TXN_00000855 | CLI_000103 | 2025-07-12 | 09:04:36 | 2025-07-12 09:04:36 | Mastercard | 5************6879 | Laboratorio Chopo | Salud | 17907.99 | Mérida | 178.54 | False | Aprobada | True | |
| TXN_00000856 | CLI_000162 | 2025-08-28 | 02:31:02 | 2025-08-28 02:31:02 | Visa | 4************3702 | Office Depot | Electrónica | 14187.62 | Monterrey | 42.6 | True | Aprobada | False | |
| TXN_00000857 | CLI_000092 | 2025-07-13 | 17:54:00 | 2025-07-13 17:54:00 | Visa | 4************8912 | Italiannis | Restaurante | 759.34 | León | 45.42 | False | Aprobada | False | |
| TXN_00000858 | CLI_000164 | 2025-09-23 | 09:46:25 | 2025-09-23 09:46:25 | Visa | 4************1671 | Volaris | Viajes | 8389.41 | Ciudad de México | 14.43 | False | Aprobada | False | |
| TXN_00000859 | CLI_000177 | 2025-08-08 | 10:22:10 | 2025-08-08 10:22:10 | American Express | 37************6673 | Xbox Store | Entretenimiento | 1297.08 | Guadalajara | 31.38 | False | Aprobada | False | |
| TXN_00000860 | CLI_000063 | 2025-09-25 | 18:20:47 | 2025-09-25 18:20:47 | Visa | 4************1910 | Farmacia Guadalajara | Farmacia | 578.1 | Querétaro | 34.8 | False | Aprobada | False | |
| TXN_00000861 | CLI_000106 | 2025-08-05 | 14:03:16 | 2025-08-05 14:03:16 | Mastercard | 5************8967 | Despegar | Viajes | 15051.8 | Querétaro | 30.99 | False | Aprobada | False | |
| TXN_00000862 | CLI_000117 | 2025-09-21 | 01:00:41 | 2025-09-21 01:00:41 | Visa | 4************3634 | Farmacias del Ahorro | Farmacia | 708.74 | Cancún | 43.68 | True | Aprobada | False | |
| TXN_00000863 | CLI_000181 | 2025-08-29 | 22:14:40 | 2025-08-29 22:14:40 | American Express | 37************6665 | Cinépolis | Entretenimiento | 1367.43 | Mérida | 241.43 | False | Rechazada | True | |
| TXN_00000864 | CLI_000086 | 2025-07-27 | 14:42:36 | 2025-07-27 14:42:36 | American Express | 37************8852 | Rappi | Servicios | 2914.83 | Monterrey | 383.51 | False | Rechazada | True | |
| TXN_00000865 | CLI_000038 | 2025-08-06 | 15:18:06 | 2025-08-06 15:18:06 | American Express | 37************8861 | Movistar | Telecomunicaciones | 293.25 | Cancún | 31.8 | False | Aprobada | False | |
| TXN_00000866 | CLI_000116 | 2025-08-14 | 13:14:17 | 2025-08-14 13:14:17 | Mastercard | 5************7851 | Mobil | Gasolina | 476.84 | Toluca | 32.08 | False | Aprobada | False | |
| TXN_00000867 | CLI_000200 | 2025-09-30 | 05:30:26 | 2025-09-30 05:30:26 | American Express | 37************2563 | Best Buy | Electrónica | 13775.78 | Mérida | 2.99 | True | Aprobada | False | |
| TXN_00000868 | CLI_000126 | 2025-07-29 | 12:08:49 | 2025-07-29 12:08:49 | Mastercard | 5************7274 | Airbnb | Viajes | 4728.42 | Guadalajara | 32.55 | False | Aprobada | False | |
| TXN_00000869 | CLI_000159 | 2025-07-22 | 14:54:27 | 2025-07-22 14:54:27 | Mastercard | 5************4673 | Dentegra | Salud | 1650.14 | Monterrey | 23.55 | False | Aprobada | False | |
| TXN_00000870 | CLI_000169 | 2025-08-22 | 11:59:07 | 2025-08-22 11:59:07 | Mastercard | 5************9388 | Rappi | Servicios | 450.78 | León | 5.79 | False | Aprobada | False | |
| TXN_00000871 | CLI_000185 | 2025-08-18 | 03:24:28 | 2025-08-18 03:24:28 | American Express | 37************9188 | Uber | Servicios | 950.2 | Monterrey | 24.73 | True | Aprobada | False | |
| TXN_00000872 | CLI_000095 | 2025-08-17 | 21:27:39 | 2025-08-17 21:27:39 | Mastercard | 5************4990 | Amazon Web Services | Educación | 3197.03 | Cancún | 23.77 | False | Aprobada | False | |
| TXN_00000873 | CLI_000091 | 2025-07-28 | 13:07:54 | 2025-07-28 13:07:54 | American Express | 37************6552 | Mobil | Gasolina | 744.35 | Ciudad de México | 47.45 | False | Aprobada | False | |
| TXN_00000874 | CLI_000077 | 2025-07-22 | 14:59:09 | 2025-07-22 14:59:09 | Mastercard | 5************9461 | Walmart | Supermercado | 2105.55 | Tijuana | 14.94 | False | Aprobada | False | |
| TXN_00000875 | CLI_000005 | 2025-09-11 | 01:42:14 | 2025-09-11 01:42:14 | Mastercard | 5************5432 | Hospital ABC | Salud | 7233.33 | Guadalajara | 3.58 | True | Aprobada | False | |
| TXN_00000876 | CLI_000103 | 2025-09-01 | 06:51:48 | 2025-09-01 06:51:48 | American Express | 37************4239 | Walmart | Supermercado | 1559.37 | Cancún | 1.71 | False | Aprobada | False | |
| TXN_00000877 | CLI_000190 | 2025-09-02 | 16:42:31 | 2025-09-02 16:42:31 | American Express | 37************9352 | Dentegra | Salud | 5396.02 | Tijuana | 44.05 | False | Aprobada | False | |
| TXN_00000878 | CLI_000044 | 2025-08-01 | 04:09:40 | 2025-08-01 04:09:40 | Mastercard | 5************4398 | Netflix | Entretenimiento | 1444.2 | León | 24.86 | True | Aprobada | False | |
| TXN_00000879 | CLI_000079 | 2025-07-11 | 03:44:23 | 2025-07-11 03:44:23 | Visa | 4************2355 | Domino's | Restaurante | 1755.74 | Puebla | 19.63 | True | Aprobada | False | |
| TXN_00000880 | CLI_000133 | 2025-07-21 | 12:21:49 | 2025-07-21 12:21:49 | Visa | 4************4280 | Soriana | Supermercado | 2301.44 | Tijuana | 9.06 | False | Aprobada | False | |
| TXN_00000881 | CLI_000091 | 2025-08-27 | 08:04:58 | 2025-08-27 08:04:58 | Mastercard | 5************3368 | Coppel | Ropa | 1799.19 | Mérida | 15.69 | False | Aprobada | False | |
| TXN_00000882 | CLI_000172 | 2025-08-06 | 18:19:34 | 2025-08-06 18:19:34 | Visa | 4************3659 | Palacio de Hierro | Ropa | 2406.99 | Ciudad de México | 43.57 | False | Aprobada | False | |
| TXN_00000883 | CLI_000014 | 2025-08-02 | 01:19:13 | 2025-08-02 01:19:13 | American Express | 37************3376 | La Comer | Supermercado | 1988.98 | Puebla | 46.43 | True | Aprobada | False | |
| TXN_00000884 | CLI_000107 | 2025-08-04 | 09:15:05 | 2025-08-04 09:15:05 | American Express | 37************4484 | Despegar | Viajes | 9079.05 | Guadalajara | 25.5 | False | Aprobada | False | |
| TXN_00000885 | CLI_000057 | 2025-09-06 | 04:57:50 | 2025-09-06 04:57:50 | Visa | 4************3275 | Zara | Ropa | 4204.45 | Tijuana | 33.93 | True | Aprobada | False | |
| TXN_00000886 | CLI_000173 | 2025-08-16 | 02:41:34 | 2025-08-16 02:41:34 | Visa | 4************3492 | Chedraui | Supermercado | 2608.79 | Monterrey | 42.69 | True | Aprobada | False | |
| TXN_00000887 | CLI_000149 | 2025-09-21 | 12:24:24 | 2025-09-21 12:24:24 | American Express | 37************9671 | Spotify | Entretenimiento | 158.51 | Querétaro | 15.56 | False | Aprobada | False | |
| TXN_00000888 | CLI_000065 | 2025-07-09 | 11:01:24 | 2025-07-09 11:01:24 | American Express | 37************7822 | Dentegra | Salud | 1744.59 | Puebla | 14.31 | False | Aprobada | False | |
| TXN_00000889 | CLI_000021 | 2025-08-26 | 02:11:02 | 2025-08-26 02:11:02 | Visa | 4************5850 | BP | Gasolina | 383.57 | Querétaro | 47.75 | True | Aprobada | False | |
| TXN_00000890 | CLI_000036 | 2025-08-09 | 00:56:20 | 2025-08-09 00:56:20 | Visa | 4************7555 | Izzi | Servicios | 942.93 | Tijuana | 40.42 | True | Aprobada | False | |
| TXN_00000891 | CLI_000026 | 2025-07-17 | 12:07:18 | 2025-07-17 12:07:18 | American Express | 37************8683 | Mercado Libre | Electrónica | 12849.52 | Mérida | 25.56 | False | Aprobada | False | |
| TXN_00000892 | CLI_000081 | 2025-07-29 | 00:28:37 | 2025-07-29 00:28:37 | Mastercard | 5************9868 | Farmacias Similares | Salud | 6909.23 | León | 3.12 | True | Aprobada | False | |
| TXN_00000893 | CLI_000191 | 2025-09-29 | 11:42:53 | 2025-09-29 11:42:53 | American Express | 37************9106 | Laboratorio Chopo | Salud | 5965.9 | Tijuana | 41.2 | False | Aprobada | False | |
| TXN_00000894 | CLI_000081 | 2025-08-08 | 12:13:59 | 2025-08-08 12:13:59 | Mastercard | 5************3788 | Farmacias Similares | Farmacia | 493.04 | Toluca | 27.36 | False | Aprobada | False | |
| TXN_00000895 | CLI_000079 | 2025-09-06 | 06:29:07 | 2025-09-06 06:29:07 | American Express | 37************9219 | Despegar | Viajes | 5865.48 | Puebla | 19.92 | False | Aprobada | False | |
| TXN_00000896 | CLI_000040 | 2025-08-21 | 01:21:18 | 2025-08-21 01:21:18 | American Express | 37************4672 | Chevron | Gasolina | 527.95 | Querétaro | 0.67 | True | Aprobada | False | |
| TXN_00000897 | CLI_000042 | 2025-09-19 | 23:16:56 | 2025-09-19 23:16:56 | Mastercard | 5************4012 | Volaris | Viajes | 8909.14 | Monterrey | 17.83 | True | Aprobada | False | |
| TXN_00000898 | CLI_000187 | 2025-07-18 | 15:23:20 | 2025-07-18 15:23:20 | Mastercard | 5************6379 | RadioShack | Electrónica | 5750.78 | Tijuana | 10.65 | False | Aprobada | False | |
| TXN_00000899 | CLI_000187 | 2025-08-20 | 02:25:24 | 2025-08-20 02:25:24 | Mastercard | 5************5532 | Hospital ABC | Salud | 6882.66 | Querétaro | 9.11 | True | Aprobada | False | |
| TXN_00000900 | CLI_000013 | 2025-07-11 | 19:04:59 | 2025-07-11 19:04:59 | Visa | 4************5986 | Farmacias del Ahorro | Farmacia | 178.55 | Toluca | 0.72 | False | Aprobada | False | |
| TXN_00000901 | CLI_000184 | 2025-09-27 | 02:54:58 | 2025-09-27 02:54:58 | Mastercard | 5************6357 | Palacio de Hierro | Ropa | 2786.74 | Tijuana | 28.09 | True | Aprobada | False | |
| TXN_00000902 | CLI_000181 | 2025-08-28 | 00:07:43 | 2025-08-28 00:07:43 | Visa | 4************6233 | Movistar | Telecomunicaciones | 433.99 | Puebla | 5.19 | True | Aprobada | False | |
| TXN_00000903 | CLI_000112 | 2025-09-26 | 22:39:18 | 2025-09-26 22:39:18 | Mastercard | 5************8968 | Movistar | Telecomunicaciones | 550.95 | Tijuana | 21.57 | False | Aprobada | False | |
| TXN_00000904 | CLI_000099 | 2025-07-08 | 16:21:19 | 2025-07-08 16:21:19 | American Express | 37************4981 | Office Depot | Electrónica | 14267.2 | Monterrey | 22.06 | False | Aprobada | False | |
| TXN_00000905 | CLI_000083 | 2025-09-15 | 00:27:49 | 2025-09-15 00:27:49 | Mastercard | 5************6231 | Coppel | Ropa | 2363.9 | Toluca | 34.6 | True | Aprobada | False | |
| TXN_00000906 | CLI_000097 | 2025-07-30 | 02:33:17 | 2025-07-30 02:33:17 | American Express | 37************1462 | Booking.com | Viajes | 3945.72 | Ciudad de México | 19.6 | True | Aprobada | False | |
| TXN_00000907 | CLI_000017 | 2025-07-21 | 11:49:57 | 2025-07-21 11:49:57 | Visa | 4************4415 | Booking.com | Viajes | 15762.84 | Toluca | 37.95 | False | Aprobada | False | |
| TXN_00000908 | CLI_000028 | 2025-07-28 | 20:47:31 | 2025-07-28 20:47:31 | Mastercard | 5************7260 | Netflix | Entretenimiento | 1005.62 | Mérida | 32.12 | False | Aprobada | False | |
| TXN_00000909 | CLI_000129 | 2025-07-26 | 05:40:57 | 2025-07-26 05:40:57 | Mastercard | 5************1076 | Farmacias Similares | Farmacia | 218.86 | Puebla | 0.09 | True | Aprobada | False | |
| TXN_00000910 | CLI_000107 | 2025-07-25 | 06:53:30 | 2025-07-25 06:53:30 | Mastercard | 5************3315 | Farmacias Similares | Farmacia | 162.94 | Guadalajara | 23.41 | False | Aprobada | False | |
| TXN_00000911 | CLI_000175 | 2025-09-01 | 23:02:27 | 2025-09-01 23:02:27 | American Express | 37************8434 | Udemy | Educación | 4117.27 | Ciudad de México | 19.76 | True | Aprobada | False | |
| TXN_00000912 | CLI_000107 | 2025-07-04 | 02:31:01 | 2025-07-04 02:31:01 | Mastercard | 5************4216 | Hospital ABC | Salud | 9285.32 | Toluca | 38.65 | True | Aprobada | False | |
| TXN_00000913 | CLI_000170 | 2025-09-03 | 21:37:47 | 2025-09-03 21:37:47 | Visa | 4************9202 | Xbox Store | Entretenimiento | 373.77 | Guadalajara | 49.05 | False | Aprobada | False | |
| TXN_00000914 | CLI_000069 | 2025-07-30 | 06:15:28 | 2025-07-30 06:15:28 | Mastercard | 5************5893 | Volaris | Viajes | 12060.16 | Puebla | 2.38 | False | Aprobada | False | |
| TXN_00000915 | CLI_000095 | 2025-07-18 | 04:57:01 | 2025-07-18 04:57:01 | American Express | 37************4592 | Farmacias Similares | Farmacia | 665.55 | Tijuana | 19.74 | True | Aprobada | False | |
| TXN_00000916 | CLI_000050 | 2025-08-09 | 14:22:22 | 2025-08-09 14:22:22 | Mastercard | 5************1509 | Laboratorio Chopo | Salud | 6104.83 | Querétaro | 14.21 | False | Aprobada | False | |
| TXN_00000917 | CLI_000001 | 2025-09-03 | 16:13:40 | 2025-09-03 16:13:40 | Mastercard | 5************3501 | Chedraui | Supermercado | 3150.59 | Cancún | 70.89 | False | Rechazada | True | |
| TXN_00000918 | CLI_000117 | 2025-07-19 | 21:38:54 | 2025-07-19 21:38:54 | Mastercard | 5************8491 | Volaris | Viajes | 40320.11 | Guadalajara | 462.42 | False | Rechazada | True | |
| TXN_00000919 | CLI_000084 | 2025-08-18 | 06:28:25 | 2025-08-18 06:28:25 | Visa | 4************5798 | Mobil | Gasolina | 1448.37 | Toluca | 3.38 | False | Aprobada | False | |
| TXN_00000920 | CLI_000177 | 2025-09-12 | 06:09:10 | 2025-09-12 06:09:10 | American Express | 37************6090 | Chedraui | Supermercado | 353.94 | Cancún | 22.73 | False | Aprobada | False | |
| TXN_00000921 | CLI_000116 | 2025-09-17 | 20:39:28 | 2025-09-17 20:39:28 | Mastercard | 5************2960 | LinkedIn Learning | Educación | 1150.07 | Mérida | 32.46 | False | Aprobada | False | |
| TXN_00000922 | CLI_000084 | 2025-08-30 | 09:52:12 | 2025-08-30 09:52:12 | American Express | 37************7080 | Netflix | Entretenimiento | 214.62 | Puebla | 48.99 | False | Aprobada | False | |
| TXN_00000923 | CLI_000079 | 2025-08-25 | 16:52:17 | 2025-08-25 16:52:17 | Mastercard | 5************7819 | Xbox Store | Entretenimiento | 404.51 | Monterrey | 14.93 | False | Aprobada | False | |
| TXN_00000924 | CLI_000084 | 2025-07-20 | 01:52:59 | 2025-07-20 01:52:59 | Mastercard | 5************5818 | Best Buy | Electrónica | 10451.01 | Puebla | 18.24 | True | Aprobada | False | |
| TXN_00000925 | CLI_000151 | 2025-08-14 | 23:03:31 | 2025-08-14 23:03:31 | American Express | 37************7970 | Movistar | Telecomunicaciones | 610.73 | Querétaro | 6.44 | True | Aprobada | False | |
| TXN_00000926 | CLI_000042 | 2025-09-01 | 04:19:38 | 2025-09-01 04:19:38 | Mastercard | 5************4804 | AT&T | Telecomunicaciones | 509.44 | Ciudad de México | 49.03 | True | Aprobada | False | |
| TXN_00000927 | CLI_000003 | 2025-07-22 | 00:24:32 | 2025-07-22 00:24:32 | Mastercard | 5************6648 | Soriana | Supermercado | 130.22 | Puebla | 44.25 | True | Aprobada | False | |
| TXN_00000928 | CLI_000023 | 2025-07-16 | 17:45:11 | 2025-07-16 17:45:11 | Mastercard | 5************6982 | Cinemex | Entretenimiento | 1218.19 | Guadalajara | 30.37 | False | Aprobada | False | |
| TXN_00000929 | CLI_000060 | 2025-07-08 | 21:01:26 | 2025-07-08 21:01:26 | Visa | 4************9211 | Xbox Store | Entretenimiento | 219.15 | Cancún | 9.83 | False | Aprobada | False | |
| TXN_00000930 | CLI_000164 | 2025-07-03 | 14:48:27 | 2025-07-03 14:48:27 | Mastercard | 5************8898 | Airbnb | Viajes | 15637.96 | Monterrey | 29.13 | False | Aprobada | False | |
| TXN_00000931 | CLI_000048 | 2025-09-16 | 14:24:58 | 2025-09-16 14:24:58 | American Express | 37************2258 | Xbox Store | Entretenimiento | 1282.16 | Puebla | 18.74 | False | Aprobada | False | |
| TXN_00000932 | CLI_000149 | 2025-08-01 | 19:44:00 | 2025-08-01 19:44:00 | American Express | 37************4008 | AT&T | Telecomunicaciones | 334.79 | Guadalajara | 48.0 | False | Aprobada | False | |
| TXN_00000933 | CLI_000039 | 2025-07-25 | 09:42:59 | 2025-07-25 09:42:59 | Visa | 4************7837 | Subway | Restaurante | 176.08 | Ciudad de México | 34.93 | False | Aprobada | False | |
| TXN_00000934 | CLI_000112 | 2025-07-21 | 04:25:54 | 2025-07-21 04:25:54 | Mastercard | 5************6966 | Izzi | Servicios | 246.62 | León | 11.36 | True | Aprobada | False | |
| TXN_00000935 | CLI_000131 | 2025-10-01 | 10:33:05 | 2025-10-01 10:33:05 | American Express | 37************9669 | Soriana | Supermercado | 828.11 | Querétaro | 36.11 | False | Aprobada | False | |
| TXN_00000936 | CLI_000182 | 2025-07-05 | 23:46:07 | 2025-07-05 23:46:07 | Visa | 4************1523 | Rappi | Servicios | 222.06 | León | 5.24 | True | Aprobada | False | |
| TXN_00000937 | CLI_000097 | 2025-09-07 | 15:06:00 | 2025-09-07 15:06:00 | Visa | 4************5574 | Totalplay | Telecomunicaciones | 618.17 | Toluca | 27.18 | False | Aprobada | False | |
| TXN_00000938 | CLI_000182 | 2025-08-02 | 14:33:28 | 2025-08-02 14:33:28 | Visa | 4************8960 | Xbox Store | Entretenimiento | 854.86 | Monterrey | 27.96 | False | Aprobada | False | |
| TXN_00000939 | CLI_000151 | 2025-08-31 | 00:42:42 | 2025-08-31 00:42:42 | Mastercard | 5************1867 | Coursera | Educación | 2980.56 | Mérida | 33.26 | True | Aprobada | False | |
| TXN_00000940 | CLI_000044 | 2025-08-20 | 13:20:52 | 2025-08-20 13:20:52 | Visa | 4************2575 | Telcel | Telecomunicaciones | 272.74 | Querétaro | 17.43 | False | Aprobada | False | |
| TXN_00000941 | CLI_000194 | 2025-09-29 | 07:21:05 | 2025-09-29 07:21:05 | Visa | 4************5222 | Subway | Restaurante | 1936.42 | Querétaro | 44.61 | False | Aprobada | False | |
| TXN_00000942 | CLI_000104 | 2025-08-18 | 01:48:55 | 2025-08-18 01:48:55 | Mastercard | 5************2571 | Totalplay | Telecomunicaciones | 2106.15 | León | 284.57 | True | Rechazada | True | |
| TXN_00000943 | CLI_000168 | 2025-08-09 | 13:08:23 | 2025-08-09 13:08:23 | American Express | 37************7617 | McDonald's | Restaurante | 1481.07 | León | 1.84 | False | Aprobada | False | |
| TXN_00000944 | CLI_000175 | 2025-09-28 | 00:01:55 | 2025-09-28 00:01:55 | Visa | 4************8060 | KFC | Restaurante | 1939.36 | Monterrey | 27.19 | True | Aprobada | False | |
| TXN_00000945 | CLI_000144 | 2025-09-01 | 05:31:57 | 2025-09-01 05:31:57 | Visa | 4************1661 | BP | Gasolina | 430.04 | Querétaro | 30.57 | True | Aprobada | False | |
| TXN_00000946 | CLI_000003 | 2025-09-07 | 01:23:51 | 2025-09-07 01:23:51 | Visa | 4************1068 | Cinépolis | Entretenimiento | 462.46 | Guadalajara | 38.08 | True | Aprobada | False | |
| TXN_00000947 | CLI_000094 | 2025-08-07 | 18:48:27 | 2025-08-07 18:48:27 | American Express | 37************6489 | Dentegra | Salud | 8218.96 | Guadalajara | 22.19 | False | Aprobada | False | |
| TXN_00000948 | CLI_000010 | 2025-08-04 | 01:55:45 | 2025-08-04 01:55:45 | Mastercard | 5************6351 | Telcel | Telecomunicaciones | 690.97 | Monterrey | 26.45 | True | Aprobada | False | |
| TXN_00000949 | CLI_000061 | 2025-08-27 | 00:36:08 | 2025-08-27 00:36:08 | Visa | 4************3184 | McDonald's | Restaurante | 991.34 | Puebla | 19.6 | True | Aprobada | False | |
| TXN_00000950 | CLI_000145 | 2025-09-16 | 13:44:07 | 2025-09-16 13:44:07 | Mastercard | 5************5533 | Movistar | Telecomunicaciones | 247.3 | Ciudad de México | 19.48 | False | Aprobada | False | |
| TXN_00000951 | CLI_000071 | 2025-09-21 | 07:54:34 | 2025-09-21 07:54:34 | Visa | 4************8751 | Office Depot | Electrónica | 8170.83 | Toluca | 28.21 | False | Aprobada | False | |
| TXN_00000952 | CLI_000037 | 2025-09-22 | 10:39:11 | 2025-09-22 10:39:11 | American Express | 37************6357 | Totalplay | Telecomunicaciones | 777.29 | Mérida | 32.86 | False | Aprobada | False | |
| TXN_00000953 | CLI_000092 | 2025-07-23 | 22:30:28 | 2025-07-23 22:30:28 | Visa | 4************6034 | Shell | Gasolina | 1298.7 | Puebla | 46.71 | False | Aprobada | False | |
| TXN_00000954 | CLI_000186 | 2025-07-05 | 15:05:55 | 2025-07-05 15:05:55 | Visa | 4************1428 | Office Depot | Electrónica | 6514.36 | Mérida | 21.75 | False | Aprobada | False | |
| TXN_00000955 | CLI_000159 | 2025-07-12 | 04:24:38 | 2025-07-12 04:24:38 | American Express | 37************6612 | Booking.com | Viajes | 4076.96 | Cancún | 34.79 | True | Aprobada | False | |
| TXN_00000956 | CLI_000035 | 2025-09-10 | 12:14:05 | 2025-09-10 12:14:05 | Visa | 4************3842 | Uber | Servicios | 485.71 | Puebla | 45.4 | False | Aprobada | False | |
| TXN_00000957 | CLI_000126 | 2025-08-06 | 17:26:12 | 2025-08-06 17:26:12 | American Express | 37************8721 | Shell | Gasolina | 870.84 | Querétaro | 16.49 | False | Aprobada | False | |
| TXN_00000958 | CLI_000148 | 2025-07-04 | 10:21:55 | 2025-07-04 10:21:55 | Visa | 4************3293 | Chedraui | Supermercado | 890.9 | Ciudad de México | 13.51 | False | Aprobada | False | |
| TXN_00000959 | CLI_000164 | 2025-08-10 | 03:05:50 | 2025-08-10 03:05:50 | Mastercard | 5************7533 | Uber | Servicios | 461.69 | Cancún | 14.83 | True | Aprobada | False | |
| TXN_00000960 | CLI_000069 | 2025-07-16 | 19:58:15 | 2025-07-16 19:58:15 | Mastercard | 5************1233 | Movistar | Telecomunicaciones | 1636.63 | Tijuana | 329.27 | False | Rechazada | True | |
| TXN_00000961 | CLI_000082 | 2025-07-20 | 01:11:31 | 2025-07-20 01:11:31 | Mastercard | 5************9394 | Airbnb | Viajes | 4537.79 | Mérida | 14.63 | True | Aprobada | False | |
| TXN_00000962 | CLI_000197 | 2025-07-15 | 16:29:03 | 2025-07-15 16:29:03 | Visa | 4************5813 | Laboratorio Chopo | Salud | 9350.95 | Toluca | 15.36 | False | Aprobada | False | |
| TXN_00000963 | CLI_000180 | 2025-07-20 | 04:12:38 | 2025-07-20 04:12:38 | Visa | 4************6790 | Booking.com | Viajes | 16979.03 | Cancún | 7.75 | True | Aprobada | False | |
| TXN_00000964 | CLI_000148 | 2025-08-04 | 08:08:09 | 2025-08-04 08:08:09 | American Express | 37************7596 | McDonald's | Restaurante | 608.01 | Mérida | 41.36 | False | Aprobada | False | |
| TXN_00000965 | CLI_000028 | 2025-08-07 | 22:52:04 | 2025-08-07 22:52:04 | Visa | 4************1539 | Shell | Gasolina | 551.5 | Tijuana | 5.71 | False | Aprobada | False | |
| TXN_00000966 | CLI_000168 | 2025-07-04 | 04:44:26 | 2025-07-04 04:44:26 | American Express | 37************2766 | Pemex | Gasolina | 739.87 | Querétaro | 48.34 | True | Aprobada | False | |
| TXN_00000967 | CLI_000048 | 2025-07-30 | 12:34:54 | 2025-07-30 12:34:54 | American Express | 37************9295 | LinkedIn Learning | Educación | 4058.23 | Puebla | 46.66 | False | Aprobada | False | |
| TXN_00000968 | CLI_000083 | 2025-08-06 | 15:16:51 | 2025-08-06 15:16:51 | American Express | 37************9780 | AT&T | Telecomunicaciones | 501.82 | Puebla | 27.85 | False | Aprobada | False | |
| TXN_00000969 | CLI_000046 | 2025-07-14 | 01:37:19 | 2025-07-14 01:37:19 | American Express | 37************4033 | AT&T | Telecomunicaciones | 658.79 | Querétaro | 7.86 | True | Aprobada | False | |
| TXN_00000970 | CLI_000059 | 2025-08-09 | 06:33:42 | 2025-08-09 06:33:42 | Visa | 4************7183 | Farmacias Similares | Farmacia | 2027.68 | Ciudad de México | 21.27 | False | Aprobada | True | |
| TXN_00000971 | CLI_000156 | 2025-08-21 | 22:53:13 | 2025-08-21 22:53:13 | Mastercard | 5************9083 | Movistar | Telecomunicaciones | 336.08 | Guadalajara | 17.03 | False | Aprobada | False | |
| TXN_00000972 | CLI_000096 | 2025-07-27 | 06:15:09 | 2025-07-27 06:15:09 | Visa | 4************8136 | RadioShack | Electrónica | 6824.89 | Mérida | 37.56 | False | Aprobada | False | |
| TXN_00000973 | CLI_000188 | 2025-08-31 | 11:23:10 | 2025-08-31 11:23:10 | American Express | 37************4757 | Amazon Web Services | Educación | 1911.3 | León | 18.21 | False | Aprobada | False | |
| TXN_00000974 | CLI_000036 | 2025-08-18 | 02:21:05 | 2025-08-18 02:21:05 | Mastercard | 5************3415 | Soriana | Supermercado | 1389.11 | Cancún | 3.18 | True | Aprobada | False | |
| TXN_00000975 | CLI_000024 | 2025-08-31 | 09:03:48 | 2025-08-31 09:03:48 | Visa | 4************5455 | Xbox Store | Entretenimiento | 1136.57 | Tijuana | 46.84 | False | Aprobada | False | |
| TXN_00000976 | CLI_000151 | 2025-09-03 | 07:21:30 | 2025-09-03 07:21:30 | American Express | 37************9958 | Farmacias Similares | Salud | 9649.75 | Puebla | 1.91 | False | Aprobada | False | |
| TXN_00000977 | CLI_000152 | 2025-07-09 | 01:25:01 | 2025-07-09 01:25:01 | Visa | 4************2938 | Uber | Servicios | 279.57 | Guadalajara | 35.81 | True | Aprobada | False | |
| TXN_00000978 | CLI_000192 | 2025-07-09 | 21:28:17 | 2025-07-09 21:28:17 | Visa | 4************4411 | Starbucks | Restaurante | 1301.88 | Toluca | 39.6 | False | Aprobada | False | |
| TXN_00000979 | CLI_000036 | 2025-09-21 | 12:40:50 | 2025-09-21 12:40:50 | Visa | 4************4422 | La Comer | Supermercado | 1163.31 | Toluca | 38.86 | False | Aprobada | False | |
| TXN_00000980 | CLI_000167 | 2025-08-15 | 13:02:24 | 2025-08-15 13:02:24 | Mastercard | 5************2806 | Farmacia Guadalajara | Farmacia | 898.03 | Ciudad de México | 324.48 | False | Rechazada | True | |
| TXN_00000981 | CLI_000023 | 2025-08-19 | 23:10:05 | 2025-08-19 23:10:05 | Visa | 4************7708 | Volaris | Viajes | 19913.72 | Guadalajara | 31.71 | True | Aprobada | False | |
| TXN_00000982 | CLI_000163 | 2025-09-07 | 01:17:16 | 2025-09-07 01:17:16 | Visa | 4************3652 | Xbox Store | Entretenimiento | 838.99 | Querétaro | 44.17 | True | Aprobada | False | |
| TXN_00000983 | CLI_000180 | 2025-07-21 | 20:41:50 | 2025-07-21 20:41:50 | American Express | 37************7750 | Farmacias Similares | Salud | 3697.04 | Querétaro | 16.22 | False | Aprobada | False | |
| TXN_00000984 | CLI_000145 | 2025-07-24 | 16:40:41 | 2025-07-24 16:40:41 | Mastercard | 5************7253 | LinkedIn Learning | Educación | 3507.31 | Ciudad de México | 21.45 | False | Aprobada | False | |
| TXN_00000985 | CLI_000162 | 2025-09-05 | 03:45:26 | 2025-09-05 03:45:26 | Visa | 4************1261 | RadioShack | Electrónica | 6946.12 | Monterrey | 32.59 | True | Aprobada | False | |
| TXN_00000986 | CLI_000067 | 2025-09-15 | 00:53:52 | 2025-09-15 00:53:52 | American Express | 37************5445 | Office Depot | Electrónica | 3419.18 | Puebla | 21.11 | True | Aprobada | False | |
| TXN_00000987 | CLI_000125 | 2025-07-20 | 20:55:59 | 2025-07-20 20:55:59 | Visa | 4************8455 | Airbnb | Viajes | 19530.21 | Toluca | 39.57 | False | Aprobada | False | |
| TXN_00000988 | CLI_000106 | 2025-07-15 | 00:59:06 | 2025-07-15 00:59:06 | Mastercard | 5************3346 | Starbucks | Restaurante | 194.63 | Cancún | 49.94 | True | Aprobada | False | |
| TXN_00000989 | CLI_000010 | 2025-08-07 | 19:00:58 | 2025-08-07 19:00:58 | Visa | 4************9155 | Booking.com | Viajes | 3668.14 | Querétaro | 19.46 | False | Aprobada | False | |
| TXN_00000990 | CLI_000172 | 2025-08-15 | 08:04:09 | 2025-08-15 08:04:09 | American Express | 37************8965 | Aeroméxico | Viajes | 41833.64 | Toluca | 420.72 | False | Rechazada | True | |
| TXN_00000991 | CLI_000056 | 2025-09-22 | 19:20:16 | 2025-09-22 19:20:16 | Visa | 4************1388 | Udemy | Educación | 4302.35 | Querétaro | 15.95 | False | Aprobada | False | |
| TXN_00000992 | CLI_000030 | 2025-08-02 | 12:07:15 | 2025-08-02 12:07:15 | Mastercard | 5************2671 | Spotify | Entretenimiento | 799.61 | Tijuana | 12.75 | False | Aprobada | False | |
| TXN_00000993 | CLI_000103 | 2025-08-01 | 20:13:19 | 2025-08-01 20:13:19 | Visa | 4************3738 | Farmacias Similares | Farmacia | 696.73 | Querétaro | 45.27 | False | Aprobada | False | |
| TXN_00000994 | CLI_000171 | 2025-09-04 | 00:07:00 | 2025-09-04 00:07:00 | Mastercard | 5************8902 | McDonald's | Restaurante | 227.5 | Cancún | 46.27 | True | Aprobada | False | |
| TXN_00000995 | CLI_000188 | 2025-08-23 | 12:34:50 | 2025-08-23 12:34:50 | Mastercard | 5************5674 | Italiannis | Restaurante | 537.22 | Toluca | 18.77 | False | Aprobada | False | |
| TXN_00000996 | CLI_000128 | 2025-07-12 | 05:23:47 | 2025-07-12 05:23:47 | American Express | 37************8321 | Mobil | Gasolina | 417.75 | Guadalajara | 22.27 | True | Aprobada | False | |
| TXN_00000997 | CLI_000196 | 2025-08-08 | 15:42:28 | 2025-08-08 15:42:28 | Mastercard | 5************8409 | Izzi | Servicios | 304.66 | León | 45.34 | False | Aprobada | False | |
| TXN_00000998 | CLI_000084 | 2025-08-11 | 17:58:13 | 2025-08-11 17:58:13 | Visa | 4************1154 | Amazon Web Services | Educación | 1606.52 | Puebla | 17.5 | False | Aprobada | False | |
| TXN_00000999 | CLI_000152 | 2025-08-13 | 09:28:57 | 2025-08-13 09:28:57 | Visa | 4************8450 | AT&T | Telecomunicaciones | 756.97 | Toluca | 21.68 | False | Aprobada | False | |
| TXN_00001000 | CLI_000173 | 2025-08-26 | 15:13:25 | 2025-08-26 15:13:25 | Visa | 4************4637 | Subway | Restaurante | 1296.64 | Guadalajara | 17.82 | False | Aprobada | False |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| [ | |
| { | |
| "transaccion_id": "TXN_00000001", | |
| "cliente_id": "CLI_000191", | |
| "fecha": "2025-07-07", | |
| "hora": "21:53:31", | |
| "fecha_hora": "2025-07-07 21:53:31", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3172", | |
| "comercio": "San Pablo", | |
| "categoria": "Farmacia", | |
| "monto": 76.59, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 20.7, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000002", | |
| "cliente_id": "CLI_000125", | |
| "fecha": "2025-09-25", | |
| "hora": "16:22:19", | |
| "fecha_hora": "2025-09-25 16:22:19", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7867", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 3303.68, | |
| "ciudad": "Mérida", | |
| "distancia_km": 46.0, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000003", | |
| "cliente_id": "CLI_000101", | |
| "fecha": "2025-07-19", | |
| "hora": "15:12:21", | |
| "fecha_hora": "2025-07-19 15:12:21", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2467", | |
| "comercio": "Telcel", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 374.24, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 7.3, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000004", | |
| "cliente_id": "CLI_000146", | |
| "fecha": "2025-08-05", | |
| "hora": "14:53:06", | |
| "fecha_hora": "2025-08-05 14:53:06", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6322", | |
| "comercio": "Starbucks", | |
| "categoria": "Restaurante", | |
| "monto": 1940.7, | |
| "ciudad": "Mérida", | |
| "distancia_km": 8.38, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000005", | |
| "cliente_id": "CLI_000171", | |
| "fecha": "2025-09-16", | |
| "hora": "02:02:04", | |
| "fecha_hora": "2025-09-16 02:02:04", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9097", | |
| "comercio": "Farmacia Guadalajara", | |
| "categoria": "Farmacia", | |
| "monto": 180.01, | |
| "ciudad": "Mérida", | |
| "distancia_km": 10.45, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000006", | |
| "cliente_id": "CLI_000072", | |
| "fecha": "2025-07-31", | |
| "hora": "17:23:44", | |
| "fecha_hora": "2025-07-31 17:23:44", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8720", | |
| "comercio": "AT&T", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 608.95, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 46.8, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000007", | |
| "cliente_id": "CLI_000023", | |
| "fecha": "2025-08-16", | |
| "hora": "02:12:39", | |
| "fecha_hora": "2025-08-16 02:12:39", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5148", | |
| "comercio": "Amazon", | |
| "categoria": "Electrónica", | |
| "monto": 1327.77, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 22.35, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000008", | |
| "cliente_id": "CLI_000044", | |
| "fecha": "2025-08-26", | |
| "hora": "12:16:01", | |
| "fecha_hora": "2025-08-26 12:16:01", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4197", | |
| "comercio": "BP", | |
| "categoria": "Gasolina", | |
| "monto": 630.41, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 39.94, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000009", | |
| "cliente_id": "CLI_000063", | |
| "fecha": "2025-09-21", | |
| "hora": "14:41:13", | |
| "fecha_hora": "2025-09-21 14:41:13", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9381", | |
| "comercio": "Domino's", | |
| "categoria": "Restaurante", | |
| "monto": 1339.16, | |
| "ciudad": "Puebla", | |
| "distancia_km": 38.49, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000010", | |
| "cliente_id": "CLI_000063", | |
| "fecha": "2025-09-18", | |
| "hora": "03:57:05", | |
| "fecha_hora": "2025-09-18 03:57:05", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4222", | |
| "comercio": "AT&T", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 645.35, | |
| "ciudad": "Mérida", | |
| "distancia_km": 9.96, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000011", | |
| "cliente_id": "CLI_000155", | |
| "fecha": "2025-08-26", | |
| "hora": "11:52:51", | |
| "fecha_hora": "2025-08-26 11:52:51", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5205", | |
| "comercio": "Aeroméxico", | |
| "categoria": "Viajes", | |
| "monto": 19776.3, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 43.25, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000012", | |
| "cliente_id": "CLI_000022", | |
| "fecha": "2025-07-04", | |
| "hora": "16:57:00", | |
| "fecha_hora": "2025-07-04 16:57:00", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4821", | |
| "comercio": "Amazon", | |
| "categoria": "Electrónica", | |
| "monto": 4942.52, | |
| "ciudad": "Mérida", | |
| "distancia_km": 25.53, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000013", | |
| "cliente_id": "CLI_000057", | |
| "fecha": "2025-08-10", | |
| "hora": "15:54:33", | |
| "fecha_hora": "2025-08-10 15:54:33", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8073", | |
| "comercio": "Spotify", | |
| "categoria": "Entretenimiento", | |
| "monto": 340.94, | |
| "ciudad": "Toluca", | |
| "distancia_km": 6.73, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000014", | |
| "cliente_id": "CLI_000168", | |
| "fecha": "2025-07-18", | |
| "hora": "21:41:35", | |
| "fecha_hora": "2025-07-18 21:41:35", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7386", | |
| "comercio": "Soriana", | |
| "categoria": "Supermercado", | |
| "monto": 1456.76, | |
| "ciudad": "Mérida", | |
| "distancia_km": 38.81, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000015", | |
| "cliente_id": "CLI_000172", | |
| "fecha": "2025-09-13", | |
| "hora": "11:43:40", | |
| "fecha_hora": "2025-09-13 11:43:40", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1692", | |
| "comercio": "Shell", | |
| "categoria": "Gasolina", | |
| "monto": 1459.6, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 16.52, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000016", | |
| "cliente_id": "CLI_000135", | |
| "fecha": "2025-09-16", | |
| "hora": "10:28:06", | |
| "fecha_hora": "2025-09-16 10:28:06", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8904", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 416.69, | |
| "ciudad": "Puebla", | |
| "distancia_km": 4.35, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000017", | |
| "cliente_id": "CLI_000118", | |
| "fecha": "2025-07-17", | |
| "hora": "13:13:41", | |
| "fecha_hora": "2025-07-17 13:13:41", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9598", | |
| "comercio": "Coursera", | |
| "categoria": "Educación", | |
| "monto": 4555.78, | |
| "ciudad": "Puebla", | |
| "distancia_km": 37.76, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000018", | |
| "cliente_id": "CLI_000098", | |
| "fecha": "2025-07-23", | |
| "hora": "02:54:40", | |
| "fecha_hora": "2025-07-23 02:54:40", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8320", | |
| "comercio": "KFC", | |
| "categoria": "Restaurante", | |
| "monto": 532.11, | |
| "ciudad": "Cancún", | |
| "distancia_km": 21.82, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000019", | |
| "cliente_id": "CLI_000009", | |
| "fecha": "2025-07-28", | |
| "hora": "00:58:14", | |
| "fecha_hora": "2025-07-28 00:58:14", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2738", | |
| "comercio": "Best Buy", | |
| "categoria": "Electrónica", | |
| "monto": 3998.65, | |
| "ciudad": "Cancún", | |
| "distancia_km": 31.69, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000020", | |
| "cliente_id": "CLI_000086", | |
| "fecha": "2025-08-07", | |
| "hora": "06:32:46", | |
| "fecha_hora": "2025-08-07 06:32:46", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1605", | |
| "comercio": "Amazon", | |
| "categoria": "Electrónica", | |
| "monto": 6129.37, | |
| "ciudad": "Toluca", | |
| "distancia_km": 9.04, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000021", | |
| "cliente_id": "CLI_000010", | |
| "fecha": "2025-09-09", | |
| "hora": "18:32:20", | |
| "fecha_hora": "2025-09-09 18:32:20", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1919", | |
| "comercio": "Booking.com", | |
| "categoria": "Viajes", | |
| "monto": 7994.97, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 33.32, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000022", | |
| "cliente_id": "CLI_000070", | |
| "fecha": "2025-07-04", | |
| "hora": "12:10:49", | |
| "fecha_hora": "2025-07-04 12:10:49", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5196", | |
| "comercio": "Costco", | |
| "categoria": "Supermercado", | |
| "monto": 2182.58, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 19.3, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000023", | |
| "cliente_id": "CLI_000087", | |
| "fecha": "2025-08-21", | |
| "hora": "20:18:02", | |
| "fecha_hora": "2025-08-21 20:18:02", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9213", | |
| "comercio": "Booking.com", | |
| "categoria": "Viajes", | |
| "monto": 5384.16, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 29.46, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000024", | |
| "cliente_id": "CLI_000056", | |
| "fecha": "2025-09-18", | |
| "hora": "23:05:42", | |
| "fecha_hora": "2025-09-18 23:05:42", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6280", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 1316.22, | |
| "ciudad": "Mérida", | |
| "distancia_km": 14.52, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000025", | |
| "cliente_id": "CLI_000051", | |
| "fecha": "2025-07-10", | |
| "hora": "20:08:50", | |
| "fecha_hora": "2025-07-10 20:08:50", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6877", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 10344.09, | |
| "ciudad": "León", | |
| "distancia_km": 33.5, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000026", | |
| "cliente_id": "CLI_000060", | |
| "fecha": "2025-07-27", | |
| "hora": "05:44:16", | |
| "fecha_hora": "2025-07-27 05:44:16", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2771", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 411.88, | |
| "ciudad": "Cancún", | |
| "distancia_km": 3.4, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000027", | |
| "cliente_id": "CLI_000086", | |
| "fecha": "2025-07-27", | |
| "hora": "16:53:16", | |
| "fecha_hora": "2025-07-27 16:53:16", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9420", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 1807.58, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 1.35, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000028", | |
| "cliente_id": "CLI_000131", | |
| "fecha": "2025-07-20", | |
| "hora": "13:59:22", | |
| "fecha_hora": "2025-07-20 13:59:22", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9438", | |
| "comercio": "KFC", | |
| "categoria": "Restaurante", | |
| "monto": 1255.48, | |
| "ciudad": "León", | |
| "distancia_km": 15.85, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000029", | |
| "cliente_id": "CLI_000189", | |
| "fecha": "2025-08-06", | |
| "hora": "03:37:44", | |
| "fecha_hora": "2025-08-06 03:37:44", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9424", | |
| "comercio": "Subway", | |
| "categoria": "Restaurante", | |
| "monto": 470.8, | |
| "ciudad": "Toluca", | |
| "distancia_km": 32.94, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000030", | |
| "cliente_id": "CLI_000001", | |
| "fecha": "2025-09-11", | |
| "hora": "07:20:21", | |
| "fecha_hora": "2025-09-11 07:20:21", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8302", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 6995.6, | |
| "ciudad": "Cancún", | |
| "distancia_km": 26.19, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000031", | |
| "cliente_id": "CLI_000159", | |
| "fecha": "2025-09-15", | |
| "hora": "14:39:40", | |
| "fecha_hora": "2025-09-15 14:39:40", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6414", | |
| "comercio": "Cinépolis", | |
| "categoria": "Entretenimiento", | |
| "monto": 1253.37, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 45.66, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000032", | |
| "cliente_id": "CLI_000081", | |
| "fecha": "2025-07-27", | |
| "hora": "00:36:41", | |
| "fecha_hora": "2025-07-27 00:36:41", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8538", | |
| "comercio": "Netflix", | |
| "categoria": "Entretenimiento", | |
| "monto": 439.6, | |
| "ciudad": "Mérida", | |
| "distancia_km": 7.9, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000033", | |
| "cliente_id": "CLI_000146", | |
| "fecha": "2025-08-03", | |
| "hora": "23:30:44", | |
| "fecha_hora": "2025-08-03 23:30:44", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8599", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 1776.66, | |
| "ciudad": "Cancún", | |
| "distancia_km": 6.08, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000034", | |
| "cliente_id": "CLI_000103", | |
| "fecha": "2025-07-17", | |
| "hora": "07:47:24", | |
| "fecha_hora": "2025-07-17 07:47:24", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7091", | |
| "comercio": "H&M", | |
| "categoria": "Ropa", | |
| "monto": 3856.76, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 27.61, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000035", | |
| "cliente_id": "CLI_000063", | |
| "fecha": "2025-08-26", | |
| "hora": "15:42:22", | |
| "fecha_hora": "2025-08-26 15:42:22", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5040", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 1994.91, | |
| "ciudad": "Toluca", | |
| "distancia_km": 13.53, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000036", | |
| "cliente_id": "CLI_000151", | |
| "fecha": "2025-09-03", | |
| "hora": "03:18:16", | |
| "fecha_hora": "2025-09-03 03:18:16", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8930", | |
| "comercio": "Coppel", | |
| "categoria": "Ropa", | |
| "monto": 3902.32, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 32.24, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000037", | |
| "cliente_id": "CLI_000111", | |
| "fecha": "2025-08-23", | |
| "hora": "06:03:12", | |
| "fecha_hora": "2025-08-23 06:03:12", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2903", | |
| "comercio": "La Comer", | |
| "categoria": "Supermercado", | |
| "monto": 2501.83, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 47.68, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000038", | |
| "cliente_id": "CLI_000054", | |
| "fecha": "2025-08-17", | |
| "hora": "20:25:47", | |
| "fecha_hora": "2025-08-17 20:25:47", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6407", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 2500.99, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 30.15, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000039", | |
| "cliente_id": "CLI_000193", | |
| "fecha": "2025-07-26", | |
| "hora": "04:10:58", | |
| "fecha_hora": "2025-07-26 04:10:58", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9249", | |
| "comercio": "Costco", | |
| "categoria": "Supermercado", | |
| "monto": 217.94, | |
| "ciudad": "Cancún", | |
| "distancia_km": 48.26, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000040", | |
| "cliente_id": "CLI_000155", | |
| "fecha": "2025-08-21", | |
| "hora": "19:51:23", | |
| "fecha_hora": "2025-08-21 19:51:23", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9565", | |
| "comercio": "Booking.com", | |
| "categoria": "Viajes", | |
| "monto": 18383.46, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 5.95, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000041", | |
| "cliente_id": "CLI_000122", | |
| "fecha": "2025-08-04", | |
| "hora": "09:10:08", | |
| "fecha_hora": "2025-08-04 09:10:08", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4197", | |
| "comercio": "DiDi", | |
| "categoria": "Servicios", | |
| "monto": 497.25, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 36.77, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000042", | |
| "cliente_id": "CLI_000152", | |
| "fecha": "2025-07-23", | |
| "hora": "02:12:12", | |
| "fecha_hora": "2025-07-23 02:12:12", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6277", | |
| "comercio": "Costco", | |
| "categoria": "Supermercado", | |
| "monto": 1661.19, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 27.76, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000043", | |
| "cliente_id": "CLI_000014", | |
| "fecha": "2025-07-30", | |
| "hora": "13:31:49", | |
| "fecha_hora": "2025-07-30 13:31:49", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5737", | |
| "comercio": "Chedraui", | |
| "categoria": "Supermercado", | |
| "monto": 356.22, | |
| "ciudad": "León", | |
| "distancia_km": 32.66, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000044", | |
| "cliente_id": "CLI_000005", | |
| "fecha": "2025-09-22", | |
| "hora": "14:28:57", | |
| "fecha_hora": "2025-09-22 14:28:57", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8599", | |
| "comercio": "Cinépolis", | |
| "categoria": "Entretenimiento", | |
| "monto": 310.21, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 24.7, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000045", | |
| "cliente_id": "CLI_000147", | |
| "fecha": "2025-09-15", | |
| "hora": "00:10:45", | |
| "fecha_hora": "2025-09-15 00:10:45", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3866", | |
| "comercio": "Amazon Web Services", | |
| "categoria": "Educación", | |
| "monto": 1700.41, | |
| "ciudad": "Mérida", | |
| "distancia_km": 48.09, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000046", | |
| "cliente_id": "CLI_000129", | |
| "fecha": "2025-07-25", | |
| "hora": "00:28:39", | |
| "fecha_hora": "2025-07-25 00:28:39", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2093", | |
| "comercio": "Subway", | |
| "categoria": "Restaurante", | |
| "monto": 1969.36, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 19.18, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000047", | |
| "cliente_id": "CLI_000021", | |
| "fecha": "2025-09-13", | |
| "hora": "23:58:32", | |
| "fecha_hora": "2025-09-13 23:58:32", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9158", | |
| "comercio": "Mercado Libre", | |
| "categoria": "Electrónica", | |
| "monto": 12456.75, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 6.59, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000048", | |
| "cliente_id": "CLI_000017", | |
| "fecha": "2025-07-03", | |
| "hora": "14:56:41", | |
| "fecha_hora": "2025-07-03 14:56:41", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2857", | |
| "comercio": "Mobil", | |
| "categoria": "Gasolina", | |
| "monto": 774.66, | |
| "ciudad": "Puebla", | |
| "distancia_km": 44.93, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000049", | |
| "cliente_id": "CLI_000169", | |
| "fecha": "2025-07-18", | |
| "hora": "15:23:32", | |
| "fecha_hora": "2025-07-18 15:23:32", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2987", | |
| "comercio": "Best Buy", | |
| "categoria": "Electrónica", | |
| "monto": 828.41, | |
| "ciudad": "Mérida", | |
| "distancia_km": 4.79, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000050", | |
| "cliente_id": "CLI_000200", | |
| "fecha": "2025-08-09", | |
| "hora": "12:52:59", | |
| "fecha_hora": "2025-08-09 12:52:59", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9618", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 6916.9, | |
| "ciudad": "Puebla", | |
| "distancia_km": 37.15, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000051", | |
| "cliente_id": "CLI_000005", | |
| "fecha": "2025-08-06", | |
| "hora": "00:49:52", | |
| "fecha_hora": "2025-08-06 00:49:52", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1167", | |
| "comercio": "Italiannis", | |
| "categoria": "Restaurante", | |
| "monto": 790.19, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 0.96, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000052", | |
| "cliente_id": "CLI_000185", | |
| "fecha": "2025-09-21", | |
| "hora": "20:02:45", | |
| "fecha_hora": "2025-09-21 20:02:45", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2720", | |
| "comercio": "H&M", | |
| "categoria": "Ropa", | |
| "monto": 3316.17, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 0.27, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000053", | |
| "cliente_id": "CLI_000103", | |
| "fecha": "2025-10-01", | |
| "hora": "15:56:57", | |
| "fecha_hora": "2025-10-01 15:56:57", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7934", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 8168.33, | |
| "ciudad": "Cancún", | |
| "distancia_km": 264.59, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000054", | |
| "cliente_id": "CLI_000084", | |
| "fecha": "2025-09-29", | |
| "hora": "16:17:57", | |
| "fecha_hora": "2025-09-29 16:17:57", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8905", | |
| "comercio": "DiDi", | |
| "categoria": "Servicios", | |
| "monto": 172.24, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 12.9, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000055", | |
| "cliente_id": "CLI_000167", | |
| "fecha": "2025-07-31", | |
| "hora": "06:22:10", | |
| "fecha_hora": "2025-07-31 06:22:10", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1948", | |
| "comercio": "Totalplay", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 622.93, | |
| "ciudad": "Toluca", | |
| "distancia_km": 0.23, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000056", | |
| "cliente_id": "CLI_000110", | |
| "fecha": "2025-07-09", | |
| "hora": "18:38:29", | |
| "fecha_hora": "2025-07-09 18:38:29", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4802", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 678.08, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 25.88, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000057", | |
| "cliente_id": "CLI_000167", | |
| "fecha": "2025-07-11", | |
| "hora": "21:15:31", | |
| "fecha_hora": "2025-07-11 21:15:31", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2043", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 7877.48, | |
| "ciudad": "Mérida", | |
| "distancia_km": 38.58, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000058", | |
| "cliente_id": "CLI_000173", | |
| "fecha": "2025-09-01", | |
| "hora": "11:34:54", | |
| "fecha_hora": "2025-09-01 11:34:54", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6478", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 310.63, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 31.45, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000059", | |
| "cliente_id": "CLI_000014", | |
| "fecha": "2025-08-19", | |
| "hora": "22:47:39", | |
| "fecha_hora": "2025-08-19 22:47:39", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7133", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 976.99, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 9.14, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000060", | |
| "cliente_id": "CLI_000099", | |
| "fecha": "2025-08-11", | |
| "hora": "22:37:54", | |
| "fecha_hora": "2025-08-11 22:37:54", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3865", | |
| "comercio": "McDonald's", | |
| "categoria": "Restaurante", | |
| "monto": 910.74, | |
| "ciudad": "Mérida", | |
| "distancia_km": 19.3, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000061", | |
| "cliente_id": "CLI_000059", | |
| "fecha": "2025-09-06", | |
| "hora": "14:25:17", | |
| "fecha_hora": "2025-09-06 14:25:17", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9507", | |
| "comercio": "Chevron", | |
| "categoria": "Gasolina", | |
| "monto": 1487.03, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 6.69, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000062", | |
| "cliente_id": "CLI_000099", | |
| "fecha": "2025-08-16", | |
| "hora": "23:40:58", | |
| "fecha_hora": "2025-08-16 23:40:58", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6441", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 1029.43, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 41.66, | |
| "es_horario_inusual": true, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000063", | |
| "cliente_id": "CLI_000011", | |
| "fecha": "2025-07-23", | |
| "hora": "16:29:09", | |
| "fecha_hora": "2025-07-23 16:29:09", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9839", | |
| "comercio": "Netflix", | |
| "categoria": "Entretenimiento", | |
| "monto": 1231.59, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 407.05, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000064", | |
| "cliente_id": "CLI_000036", | |
| "fecha": "2025-07-07", | |
| "hora": "06:55:02", | |
| "fecha_hora": "2025-07-07 06:55:02", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4125", | |
| "comercio": "Uber", | |
| "categoria": "Servicios", | |
| "monto": 620.93, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 25.9, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000065", | |
| "cliente_id": "CLI_000014", | |
| "fecha": "2025-09-23", | |
| "hora": "20:56:06", | |
| "fecha_hora": "2025-09-23 20:56:06", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5095", | |
| "comercio": "Chevron", | |
| "categoria": "Gasolina", | |
| "monto": 426.8, | |
| "ciudad": "Puebla", | |
| "distancia_km": 41.72, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000066", | |
| "cliente_id": "CLI_000009", | |
| "fecha": "2025-08-23", | |
| "hora": "09:11:13", | |
| "fecha_hora": "2025-08-23 09:11:13", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7605", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 34111.62, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 216.87, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000067", | |
| "cliente_id": "CLI_000090", | |
| "fecha": "2025-07-04", | |
| "hora": "07:16:00", | |
| "fecha_hora": "2025-07-04 07:16:00", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8852", | |
| "comercio": "BP", | |
| "categoria": "Gasolina", | |
| "monto": 898.01, | |
| "ciudad": "Mérida", | |
| "distancia_km": 36.19, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000068", | |
| "cliente_id": "CLI_000022", | |
| "fecha": "2025-07-18", | |
| "hora": "18:48:32", | |
| "fecha_hora": "2025-07-18 18:48:32", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7915", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 4791.86, | |
| "ciudad": "Mérida", | |
| "distancia_km": 21.13, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000069", | |
| "cliente_id": "CLI_000192", | |
| "fecha": "2025-07-10", | |
| "hora": "23:30:36", | |
| "fecha_hora": "2025-07-10 23:30:36", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5094", | |
| "comercio": "Domino's", | |
| "categoria": "Restaurante", | |
| "monto": 1183.95, | |
| "ciudad": "Mérida", | |
| "distancia_km": 48.5, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000070", | |
| "cliente_id": "CLI_000116", | |
| "fecha": "2025-07-13", | |
| "hora": "23:25:18", | |
| "fecha_hora": "2025-07-13 23:25:18", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5839", | |
| "comercio": "Coppel", | |
| "categoria": "Ropa", | |
| "monto": 2309.96, | |
| "ciudad": "Cancún", | |
| "distancia_km": 35.4, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000071", | |
| "cliente_id": "CLI_000182", | |
| "fecha": "2025-08-09", | |
| "hora": "16:28:29", | |
| "fecha_hora": "2025-08-09 16:28:29", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3194", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 8430.95, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 24.18, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000072", | |
| "cliente_id": "CLI_000034", | |
| "fecha": "2025-08-07", | |
| "hora": "15:28:20", | |
| "fecha_hora": "2025-08-07 15:28:20", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5554", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 584.66, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 6.64, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000073", | |
| "cliente_id": "CLI_000150", | |
| "fecha": "2025-07-11", | |
| "hora": "10:02:31", | |
| "fecha_hora": "2025-07-11 10:02:31", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4490", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 1866.7, | |
| "ciudad": "León", | |
| "distancia_km": 39.06, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000074", | |
| "cliente_id": "CLI_000148", | |
| "fecha": "2025-08-15", | |
| "hora": "12:21:30", | |
| "fecha_hora": "2025-08-15 12:21:30", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5172", | |
| "comercio": "Spotify", | |
| "categoria": "Entretenimiento", | |
| "monto": 278.2, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 35.98, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000075", | |
| "cliente_id": "CLI_000059", | |
| "fecha": "2025-09-20", | |
| "hora": "17:09:55", | |
| "fecha_hora": "2025-09-20 17:09:55", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2730", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 649.23, | |
| "ciudad": "León", | |
| "distancia_km": 40.79, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000076", | |
| "cliente_id": "CLI_000191", | |
| "fecha": "2025-09-02", | |
| "hora": "19:27:34", | |
| "fecha_hora": "2025-09-02 19:27:34", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7202", | |
| "comercio": "Italiannis", | |
| "categoria": "Restaurante", | |
| "monto": 1653.33, | |
| "ciudad": "Puebla", | |
| "distancia_km": 38.52, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000077", | |
| "cliente_id": "CLI_000169", | |
| "fecha": "2025-09-01", | |
| "hora": "08:30:43", | |
| "fecha_hora": "2025-09-01 08:30:43", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4135", | |
| "comercio": "Cinépolis", | |
| "categoria": "Entretenimiento", | |
| "monto": 551.72, | |
| "ciudad": "León", | |
| "distancia_km": 26.59, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000078", | |
| "cliente_id": "CLI_000064", | |
| "fecha": "2025-08-11", | |
| "hora": "21:45:11", | |
| "fecha_hora": "2025-08-11 21:45:11", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6193", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 53.0, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 38.27, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000079", | |
| "cliente_id": "CLI_000053", | |
| "fecha": "2025-07-12", | |
| "hora": "10:29:34", | |
| "fecha_hora": "2025-07-12 10:29:34", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2024", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 589.21, | |
| "ciudad": "Puebla", | |
| "distancia_km": 1.48, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000080", | |
| "cliente_id": "CLI_000141", | |
| "fecha": "2025-08-14", | |
| "hora": "09:26:43", | |
| "fecha_hora": "2025-08-14 09:26:43", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4915", | |
| "comercio": "Amazon", | |
| "categoria": "Electrónica", | |
| "monto": 1044.33, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 0.07, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000081", | |
| "cliente_id": "CLI_000187", | |
| "fecha": "2025-09-23", | |
| "hora": "20:43:55", | |
| "fecha_hora": "2025-09-23 20:43:55", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4831", | |
| "comercio": "Despegar", | |
| "categoria": "Viajes", | |
| "monto": 24618.78, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 57.29, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000082", | |
| "cliente_id": "CLI_000087", | |
| "fecha": "2025-08-02", | |
| "hora": "09:22:43", | |
| "fecha_hora": "2025-08-02 09:22:43", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3170", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 600.02, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 41.43, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000083", | |
| "cliente_id": "CLI_000019", | |
| "fecha": "2025-08-27", | |
| "hora": "21:45:06", | |
| "fecha_hora": "2025-08-27 21:45:06", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7273", | |
| "comercio": "Telcel", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 753.04, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 16.19, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000084", | |
| "cliente_id": "CLI_000181", | |
| "fecha": "2025-09-23", | |
| "hora": "03:06:00", | |
| "fecha_hora": "2025-09-23 03:06:00", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3951", | |
| "comercio": "Amazon", | |
| "categoria": "Electrónica", | |
| "monto": 4050.7, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 22.49, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000085", | |
| "cliente_id": "CLI_000156", | |
| "fecha": "2025-08-28", | |
| "hora": "20:06:34", | |
| "fecha_hora": "2025-08-28 20:06:34", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9056", | |
| "comercio": "Costco", | |
| "categoria": "Supermercado", | |
| "monto": 923.86, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 38.25, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000086", | |
| "cliente_id": "CLI_000152", | |
| "fecha": "2025-09-02", | |
| "hora": "10:06:36", | |
| "fecha_hora": "2025-09-02 10:06:36", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7400", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 9362.32, | |
| "ciudad": "Toluca", | |
| "distancia_km": 1.07, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000087", | |
| "cliente_id": "CLI_000142", | |
| "fecha": "2025-08-15", | |
| "hora": "10:45:46", | |
| "fecha_hora": "2025-08-15 10:45:46", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7649", | |
| "comercio": "Chevron", | |
| "categoria": "Gasolina", | |
| "monto": 974.81, | |
| "ciudad": "León", | |
| "distancia_km": 40.43, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000088", | |
| "cliente_id": "CLI_000085", | |
| "fecha": "2025-07-20", | |
| "hora": "08:15:48", | |
| "fecha_hora": "2025-07-20 08:15:48", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4804", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 8696.24, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 25.0, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000089", | |
| "cliente_id": "CLI_000077", | |
| "fecha": "2025-08-25", | |
| "hora": "08:38:49", | |
| "fecha_hora": "2025-08-25 08:38:49", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1744", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 4741.61, | |
| "ciudad": "Mérida", | |
| "distancia_km": 20.91, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000090", | |
| "cliente_id": "CLI_000139", | |
| "fecha": "2025-08-12", | |
| "hora": "07:07:06", | |
| "fecha_hora": "2025-08-12 07:07:06", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3566", | |
| "comercio": "Airbnb", | |
| "categoria": "Viajes", | |
| "monto": 19511.69, | |
| "ciudad": "Toluca", | |
| "distancia_km": 39.92, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000091", | |
| "cliente_id": "CLI_000159", | |
| "fecha": "2025-07-11", | |
| "hora": "01:33:39", | |
| "fecha_hora": "2025-07-11 01:33:39", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2805", | |
| "comercio": "Spotify", | |
| "categoria": "Entretenimiento", | |
| "monto": 1090.82, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 33.14, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000092", | |
| "cliente_id": "CLI_000085", | |
| "fecha": "2025-08-26", | |
| "hora": "14:31:49", | |
| "fecha_hora": "2025-08-26 14:31:49", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9843", | |
| "comercio": "Chevron", | |
| "categoria": "Gasolina", | |
| "monto": 532.72, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 6.2, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000093", | |
| "cliente_id": "CLI_000032", | |
| "fecha": "2025-08-15", | |
| "hora": "06:11:12", | |
| "fecha_hora": "2025-08-15 06:11:12", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6196", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 1411.22, | |
| "ciudad": "Cancún", | |
| "distancia_km": 0.96, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000094", | |
| "cliente_id": "CLI_000033", | |
| "fecha": "2025-08-15", | |
| "hora": "13:54:57", | |
| "fecha_hora": "2025-08-15 13:54:57", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6055", | |
| "comercio": "Booking.com", | |
| "categoria": "Viajes", | |
| "monto": 18933.98, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 20.11, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000095", | |
| "cliente_id": "CLI_000150", | |
| "fecha": "2025-07-12", | |
| "hora": "00:17:09", | |
| "fecha_hora": "2025-07-12 00:17:09", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9410", | |
| "comercio": "Liverpool", | |
| "categoria": "Ropa", | |
| "monto": 3513.54, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 10.34, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000096", | |
| "cliente_id": "CLI_000038", | |
| "fecha": "2025-09-08", | |
| "hora": "12:51:46", | |
| "fecha_hora": "2025-09-08 12:51:46", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7615", | |
| "comercio": "Chevron", | |
| "categoria": "Gasolina", | |
| "monto": 309.32, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 1.57, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000097", | |
| "cliente_id": "CLI_000138", | |
| "fecha": "2025-07-10", | |
| "hora": "03:13:39", | |
| "fecha_hora": "2025-07-10 03:13:39", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8848", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 4876.36, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 22.1, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000098", | |
| "cliente_id": "CLI_000048", | |
| "fecha": "2025-08-14", | |
| "hora": "10:27:37", | |
| "fecha_hora": "2025-08-14 10:27:37", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9085", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 777.67, | |
| "ciudad": "Puebla", | |
| "distancia_km": 42.39, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000099", | |
| "cliente_id": "CLI_000111", | |
| "fecha": "2025-07-18", | |
| "hora": "19:35:04", | |
| "fecha_hora": "2025-07-18 19:35:04", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3456", | |
| "comercio": "Aeroméxico", | |
| "categoria": "Viajes", | |
| "monto": 19089.3, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 38.77, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000100", | |
| "cliente_id": "CLI_000155", | |
| "fecha": "2025-07-05", | |
| "hora": "15:51:54", | |
| "fecha_hora": "2025-07-05 15:51:54", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2961", | |
| "comercio": "Amazon Web Services", | |
| "categoria": "Educación", | |
| "monto": 765.35, | |
| "ciudad": "León", | |
| "distancia_km": 43.15, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000101", | |
| "cliente_id": "CLI_000085", | |
| "fecha": "2025-09-04", | |
| "hora": "19:45:07", | |
| "fecha_hora": "2025-09-04 19:45:07", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3203", | |
| "comercio": "DiDi", | |
| "categoria": "Servicios", | |
| "monto": 86.96, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 23.62, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000102", | |
| "cliente_id": "CLI_000123", | |
| "fecha": "2025-07-10", | |
| "hora": "18:57:52", | |
| "fecha_hora": "2025-07-10 18:57:52", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9994", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 399.53, | |
| "ciudad": "Cancún", | |
| "distancia_km": 11.77, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000103", | |
| "cliente_id": "CLI_000171", | |
| "fecha": "2025-08-26", | |
| "hora": "10:03:20", | |
| "fecha_hora": "2025-08-26 10:03:20", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6240", | |
| "comercio": "H&M", | |
| "categoria": "Ropa", | |
| "monto": 781.99, | |
| "ciudad": "Toluca", | |
| "distancia_km": 41.18, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000104", | |
| "cliente_id": "CLI_000062", | |
| "fecha": "2025-08-17", | |
| "hora": "18:46:37", | |
| "fecha_hora": "2025-08-17 18:46:37", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6182", | |
| "comercio": "Amazon", | |
| "categoria": "Electrónica", | |
| "monto": 1333.87, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 40.34, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000105", | |
| "cliente_id": "CLI_000180", | |
| "fecha": "2025-09-01", | |
| "hora": "06:24:07", | |
| "fecha_hora": "2025-09-01 06:24:07", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8521", | |
| "comercio": "Farmacia Guadalajara", | |
| "categoria": "Farmacia", | |
| "monto": 702.01, | |
| "ciudad": "Cancún", | |
| "distancia_km": 48.77, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000106", | |
| "cliente_id": "CLI_000114", | |
| "fecha": "2025-09-17", | |
| "hora": "12:30:54", | |
| "fecha_hora": "2025-09-17 12:30:54", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8329", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 665.09, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 24.89, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000107", | |
| "cliente_id": "CLI_000173", | |
| "fecha": "2025-08-28", | |
| "hora": "13:06:16", | |
| "fecha_hora": "2025-08-28 13:06:16", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3748", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 11495.64, | |
| "ciudad": "Cancún", | |
| "distancia_km": 49.92, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000108", | |
| "cliente_id": "CLI_000118", | |
| "fecha": "2025-07-23", | |
| "hora": "13:04:09", | |
| "fecha_hora": "2025-07-23 13:04:09", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6041", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 936.73, | |
| "ciudad": "Mérida", | |
| "distancia_km": 49.88, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000109", | |
| "cliente_id": "CLI_000057", | |
| "fecha": "2025-07-12", | |
| "hora": "02:41:49", | |
| "fecha_hora": "2025-07-12 02:41:49", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5698", | |
| "comercio": "Chedraui", | |
| "categoria": "Supermercado", | |
| "monto": 2998.74, | |
| "ciudad": "Puebla", | |
| "distancia_km": 8.92, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000110", | |
| "cliente_id": "CLI_000092", | |
| "fecha": "2025-08-16", | |
| "hora": "20:50:55", | |
| "fecha_hora": "2025-08-16 20:50:55", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9695", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 8700.02, | |
| "ciudad": "Puebla", | |
| "distancia_km": 4.11, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000111", | |
| "cliente_id": "CLI_000097", | |
| "fecha": "2025-08-28", | |
| "hora": "19:53:03", | |
| "fecha_hora": "2025-08-28 19:53:03", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6207", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 829.47, | |
| "ciudad": "Cancún", | |
| "distancia_km": 41.37, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000112", | |
| "cliente_id": "CLI_000009", | |
| "fecha": "2025-09-10", | |
| "hora": "07:25:01", | |
| "fecha_hora": "2025-09-10 07:25:01", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5643", | |
| "comercio": "Farmacia Guadalajara", | |
| "categoria": "Farmacia", | |
| "monto": 493.13, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 47.27, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000113", | |
| "cliente_id": "CLI_000157", | |
| "fecha": "2025-09-21", | |
| "hora": "11:20:31", | |
| "fecha_hora": "2025-09-21 11:20:31", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1812", | |
| "comercio": "Soriana", | |
| "categoria": "Supermercado", | |
| "monto": 1070.1, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 29.01, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000114", | |
| "cliente_id": "CLI_000001", | |
| "fecha": "2025-07-31", | |
| "hora": "21:38:45", | |
| "fecha_hora": "2025-07-31 21:38:45", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7374", | |
| "comercio": "Movistar", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 294.73, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 22.71, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000115", | |
| "cliente_id": "CLI_000172", | |
| "fecha": "2025-09-03", | |
| "hora": "18:47:19", | |
| "fecha_hora": "2025-09-03 18:47:19", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2708", | |
| "comercio": "Coursera", | |
| "categoria": "Educación", | |
| "monto": 3303.73, | |
| "ciudad": "Mérida", | |
| "distancia_km": 25.87, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000116", | |
| "cliente_id": "CLI_000030", | |
| "fecha": "2025-07-09", | |
| "hora": "08:13:45", | |
| "fecha_hora": "2025-07-09 08:13:45", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1867", | |
| "comercio": "DiDi", | |
| "categoria": "Servicios", | |
| "monto": 124.53, | |
| "ciudad": "Puebla", | |
| "distancia_km": 10.65, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000117", | |
| "cliente_id": "CLI_000133", | |
| "fecha": "2025-09-25", | |
| "hora": "08:49:28", | |
| "fecha_hora": "2025-09-25 08:49:28", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1162", | |
| "comercio": "Mercado Libre", | |
| "categoria": "Electrónica", | |
| "monto": 12863.33, | |
| "ciudad": "León", | |
| "distancia_km": 28.17, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000118", | |
| "cliente_id": "CLI_000042", | |
| "fecha": "2025-08-09", | |
| "hora": "14:04:31", | |
| "fecha_hora": "2025-08-09 14:04:31", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2828", | |
| "comercio": "Shell", | |
| "categoria": "Gasolina", | |
| "monto": 3990.88, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 36.53, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000119", | |
| "cliente_id": "CLI_000192", | |
| "fecha": "2025-09-10", | |
| "hora": "17:49:41", | |
| "fecha_hora": "2025-09-10 17:49:41", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9951", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 886.52, | |
| "ciudad": "Cancún", | |
| "distancia_km": 21.77, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000120", | |
| "cliente_id": "CLI_000105", | |
| "fecha": "2025-08-09", | |
| "hora": "13:10:21", | |
| "fecha_hora": "2025-08-09 13:10:21", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6839", | |
| "comercio": "Coursera", | |
| "categoria": "Educación", | |
| "monto": 1543.43, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 25.32, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000121", | |
| "cliente_id": "CLI_000022", | |
| "fecha": "2025-09-29", | |
| "hora": "17:22:14", | |
| "fecha_hora": "2025-09-29 17:22:14", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1324", | |
| "comercio": "H&M", | |
| "categoria": "Ropa", | |
| "monto": 2346.85, | |
| "ciudad": "Toluca", | |
| "distancia_km": 30.51, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000122", | |
| "cliente_id": "CLI_000009", | |
| "fecha": "2025-08-09", | |
| "hora": "16:30:08", | |
| "fecha_hora": "2025-08-09 16:30:08", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2223", | |
| "comercio": "Soriana", | |
| "categoria": "Supermercado", | |
| "monto": 215.59, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 42.8, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000123", | |
| "cliente_id": "CLI_000088", | |
| "fecha": "2025-10-01", | |
| "hora": "04:37:22", | |
| "fecha_hora": "2025-10-01 04:37:22", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2615", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 916.44, | |
| "ciudad": "Cancún", | |
| "distancia_km": 14.55, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000124", | |
| "cliente_id": "CLI_000131", | |
| "fecha": "2025-07-17", | |
| "hora": "20:53:09", | |
| "fecha_hora": "2025-07-17 20:53:09", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1436", | |
| "comercio": "DiDi", | |
| "categoria": "Servicios", | |
| "monto": 184.04, | |
| "ciudad": "Cancún", | |
| "distancia_km": 39.29, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000125", | |
| "cliente_id": "CLI_000181", | |
| "fecha": "2025-08-31", | |
| "hora": "03:03:51", | |
| "fecha_hora": "2025-08-31 03:03:51", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8731", | |
| "comercio": "Chevron", | |
| "categoria": "Gasolina", | |
| "monto": 662.18, | |
| "ciudad": "Mérida", | |
| "distancia_km": 4.5, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000126", | |
| "cliente_id": "CLI_000084", | |
| "fecha": "2025-07-11", | |
| "hora": "12:49:11", | |
| "fecha_hora": "2025-07-11 12:49:11", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8953", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 921.25, | |
| "ciudad": "Mérida", | |
| "distancia_km": 49.15, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000127", | |
| "cliente_id": "CLI_000190", | |
| "fecha": "2025-09-17", | |
| "hora": "19:48:14", | |
| "fecha_hora": "2025-09-17 19:48:14", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2593", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 7452.87, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 7.41, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000128", | |
| "cliente_id": "CLI_000161", | |
| "fecha": "2025-07-22", | |
| "hora": "11:02:59", | |
| "fecha_hora": "2025-07-22 11:02:59", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3268", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 3652.28, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 49.01, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000129", | |
| "cliente_id": "CLI_000008", | |
| "fecha": "2025-07-08", | |
| "hora": "21:32:27", | |
| "fecha_hora": "2025-07-08 21:32:27", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3192", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 12872.53, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 447.19, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000130", | |
| "cliente_id": "CLI_000099", | |
| "fecha": "2025-07-27", | |
| "hora": "12:40:04", | |
| "fecha_hora": "2025-07-27 12:40:04", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5416", | |
| "comercio": "RadioShack", | |
| "categoria": "Electrónica", | |
| "monto": 11541.69, | |
| "ciudad": "León", | |
| "distancia_km": 22.84, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000131", | |
| "cliente_id": "CLI_000104", | |
| "fecha": "2025-08-23", | |
| "hora": "02:11:05", | |
| "fecha_hora": "2025-08-23 02:11:05", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8323", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 17903.76, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 366.73, | |
| "es_horario_inusual": true, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000132", | |
| "cliente_id": "CLI_000054", | |
| "fecha": "2025-07-06", | |
| "hora": "02:44:51", | |
| "fecha_hora": "2025-07-06 02:44:51", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7574", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 9723.71, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 31.59, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000133", | |
| "cliente_id": "CLI_000157", | |
| "fecha": "2025-07-14", | |
| "hora": "12:45:31", | |
| "fecha_hora": "2025-07-14 12:45:31", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1207", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 95.79, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 6.37, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000134", | |
| "cliente_id": "CLI_000150", | |
| "fecha": "2025-09-20", | |
| "hora": "08:57:04", | |
| "fecha_hora": "2025-09-20 08:57:04", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3140", | |
| "comercio": "Soriana", | |
| "categoria": "Supermercado", | |
| "monto": 2842.81, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 1.77, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000135", | |
| "cliente_id": "CLI_000189", | |
| "fecha": "2025-07-25", | |
| "hora": "10:19:06", | |
| "fecha_hora": "2025-07-25 10:19:06", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5971", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 372.05, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 45.35, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000136", | |
| "cliente_id": "CLI_000165", | |
| "fecha": "2025-07-12", | |
| "hora": "20:37:05", | |
| "fecha_hora": "2025-07-12 20:37:05", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7299", | |
| "comercio": "Netflix", | |
| "categoria": "Entretenimiento", | |
| "monto": 638.67, | |
| "ciudad": "Puebla", | |
| "distancia_km": 37.03, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000137", | |
| "cliente_id": "CLI_000082", | |
| "fecha": "2025-09-28", | |
| "hora": "06:37:38", | |
| "fecha_hora": "2025-09-28 06:37:38", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8440", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 1956.4, | |
| "ciudad": "León", | |
| "distancia_km": 41.53, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000138", | |
| "cliente_id": "CLI_000054", | |
| "fecha": "2025-08-13", | |
| "hora": "12:22:11", | |
| "fecha_hora": "2025-08-13 12:22:11", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6323", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 4173.7, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 10.14, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000139", | |
| "cliente_id": "CLI_000151", | |
| "fecha": "2025-08-24", | |
| "hora": "10:26:36", | |
| "fecha_hora": "2025-08-24 10:26:36", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8920", | |
| "comercio": "Farmacia Guadalajara", | |
| "categoria": "Farmacia", | |
| "monto": 214.03, | |
| "ciudad": "Toluca", | |
| "distancia_km": 38.47, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000140", | |
| "cliente_id": "CLI_000181", | |
| "fecha": "2025-07-11", | |
| "hora": "13:48:06", | |
| "fecha_hora": "2025-07-11 13:48:06", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8418", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 161.65, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 5.23, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000141", | |
| "cliente_id": "CLI_000178", | |
| "fecha": "2025-09-05", | |
| "hora": "00:17:54", | |
| "fecha_hora": "2025-09-05 00:17:54", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8589", | |
| "comercio": "Despegar", | |
| "categoria": "Viajes", | |
| "monto": 17669.4, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 9.28, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000142", | |
| "cliente_id": "CLI_000119", | |
| "fecha": "2025-09-10", | |
| "hora": "01:18:58", | |
| "fecha_hora": "2025-09-10 01:18:58", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7353", | |
| "comercio": "San Pablo", | |
| "categoria": "Farmacia", | |
| "monto": 140.61, | |
| "ciudad": "Puebla", | |
| "distancia_km": 49.29, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000143", | |
| "cliente_id": "CLI_000023", | |
| "fecha": "2025-08-16", | |
| "hora": "05:10:43", | |
| "fecha_hora": "2025-08-16 05:10:43", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6380", | |
| "comercio": "RadioShack", | |
| "categoria": "Electrónica", | |
| "monto": 12547.1, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 8.53, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000144", | |
| "cliente_id": "CLI_000088", | |
| "fecha": "2025-07-04", | |
| "hora": "07:04:33", | |
| "fecha_hora": "2025-07-04 07:04:33", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4358", | |
| "comercio": "Booking.com", | |
| "categoria": "Viajes", | |
| "monto": 3068.2, | |
| "ciudad": "Cancún", | |
| "distancia_km": 13.83, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000145", | |
| "cliente_id": "CLI_000124", | |
| "fecha": "2025-09-11", | |
| "hora": "03:27:55", | |
| "fecha_hora": "2025-09-11 03:27:55", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8868", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 1459.44, | |
| "ciudad": "Puebla", | |
| "distancia_km": 2.76, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000146", | |
| "cliente_id": "CLI_000080", | |
| "fecha": "2025-09-23", | |
| "hora": "00:08:43", | |
| "fecha_hora": "2025-09-23 00:08:43", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1376", | |
| "comercio": "Airbnb", | |
| "categoria": "Viajes", | |
| "monto": 4929.49, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 36.94, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000147", | |
| "cliente_id": "CLI_000045", | |
| "fecha": "2025-09-04", | |
| "hora": "15:39:25", | |
| "fecha_hora": "2025-09-04 15:39:25", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2431", | |
| "comercio": "Best Buy", | |
| "categoria": "Electrónica", | |
| "monto": 14420.05, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 7.74, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000148", | |
| "cliente_id": "CLI_000047", | |
| "fecha": "2025-09-19", | |
| "hora": "02:37:01", | |
| "fecha_hora": "2025-09-19 02:37:01", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1745", | |
| "comercio": "BP", | |
| "categoria": "Gasolina", | |
| "monto": 331.39, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 35.28, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000149", | |
| "cliente_id": "CLI_000190", | |
| "fecha": "2025-10-01", | |
| "hora": "12:39:16", | |
| "fecha_hora": "2025-10-01 12:39:16", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3603", | |
| "comercio": "Totalplay", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 462.17, | |
| "ciudad": "Mérida", | |
| "distancia_km": 4.05, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000150", | |
| "cliente_id": "CLI_000160", | |
| "fecha": "2025-08-29", | |
| "hora": "23:33:05", | |
| "fecha_hora": "2025-08-29 23:33:05", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6271", | |
| "comercio": "Cornershop", | |
| "categoria": "Servicios", | |
| "monto": 780.89, | |
| "ciudad": "León", | |
| "distancia_km": 29.17, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000151", | |
| "cliente_id": "CLI_000029", | |
| "fecha": "2025-08-20", | |
| "hora": "08:17:56", | |
| "fecha_hora": "2025-08-20 08:17:56", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2091", | |
| "comercio": "Coppel", | |
| "categoria": "Ropa", | |
| "monto": 1764.48, | |
| "ciudad": "Cancún", | |
| "distancia_km": 13.83, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000152", | |
| "cliente_id": "CLI_000017", | |
| "fecha": "2025-08-19", | |
| "hora": "14:44:26", | |
| "fecha_hora": "2025-08-19 14:44:26", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4950", | |
| "comercio": "Chedraui", | |
| "categoria": "Supermercado", | |
| "monto": 1235.13, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 26.53, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000153", | |
| "cliente_id": "CLI_000073", | |
| "fecha": "2025-09-02", | |
| "hora": "10:58:11", | |
| "fecha_hora": "2025-09-02 10:58:11", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4918", | |
| "comercio": "BP", | |
| "categoria": "Gasolina", | |
| "monto": 621.36, | |
| "ciudad": "Mérida", | |
| "distancia_km": 43.93, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000154", | |
| "cliente_id": "CLI_000030", | |
| "fecha": "2025-09-22", | |
| "hora": "10:36:37", | |
| "fecha_hora": "2025-09-22 10:36:37", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6109", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 6978.63, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 1.07, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000155", | |
| "cliente_id": "CLI_000008", | |
| "fecha": "2025-07-26", | |
| "hora": "14:04:34", | |
| "fecha_hora": "2025-07-26 14:04:34", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6971", | |
| "comercio": "Farmacia Guadalajara", | |
| "categoria": "Farmacia", | |
| "monto": 241.79, | |
| "ciudad": "Mérida", | |
| "distancia_km": 6.07, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000156", | |
| "cliente_id": "CLI_000144", | |
| "fecha": "2025-08-01", | |
| "hora": "17:06:17", | |
| "fecha_hora": "2025-08-01 17:06:17", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7936", | |
| "comercio": "Booking.com", | |
| "categoria": "Viajes", | |
| "monto": 5687.69, | |
| "ciudad": "Puebla", | |
| "distancia_km": 13.46, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000157", | |
| "cliente_id": "CLI_000147", | |
| "fecha": "2025-09-20", | |
| "hora": "23:09:01", | |
| "fecha_hora": "2025-09-20 23:09:01", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9659", | |
| "comercio": "Totalplay", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 419.75, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 36.19, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000158", | |
| "cliente_id": "CLI_000167", | |
| "fecha": "2025-07-26", | |
| "hora": "23:03:13", | |
| "fecha_hora": "2025-07-26 23:03:13", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6027", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 274.12, | |
| "ciudad": "León", | |
| "distancia_km": 39.03, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000159", | |
| "cliente_id": "CLI_000001", | |
| "fecha": "2025-09-27", | |
| "hora": "18:18:42", | |
| "fecha_hora": "2025-09-27 18:18:42", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1053", | |
| "comercio": "Liverpool", | |
| "categoria": "Ropa", | |
| "monto": 2205.02, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 41.78, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000160", | |
| "cliente_id": "CLI_000046", | |
| "fecha": "2025-09-30", | |
| "hora": "14:39:58", | |
| "fecha_hora": "2025-09-30 14:39:58", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3455", | |
| "comercio": "La Comer", | |
| "categoria": "Supermercado", | |
| "monto": 266.39, | |
| "ciudad": "Cancún", | |
| "distancia_km": 33.51, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000161", | |
| "cliente_id": "CLI_000171", | |
| "fecha": "2025-08-21", | |
| "hora": "00:36:37", | |
| "fecha_hora": "2025-08-21 00:36:37", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5959", | |
| "comercio": "Booking.com", | |
| "categoria": "Viajes", | |
| "monto": 1070.17, | |
| "ciudad": "Mérida", | |
| "distancia_km": 5.66, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000162", | |
| "cliente_id": "CLI_000012", | |
| "fecha": "2025-08-04", | |
| "hora": "22:44:54", | |
| "fecha_hora": "2025-08-04 22:44:54", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1955", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 522.69, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 15.78, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000163", | |
| "cliente_id": "CLI_000027", | |
| "fecha": "2025-09-21", | |
| "hora": "01:54:00", | |
| "fecha_hora": "2025-09-21 01:54:00", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8346", | |
| "comercio": "RadioShack", | |
| "categoria": "Electrónica", | |
| "monto": 14159.13, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 43.32, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000164", | |
| "cliente_id": "CLI_000181", | |
| "fecha": "2025-09-30", | |
| "hora": "12:21:03", | |
| "fecha_hora": "2025-09-30 12:21:03", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5945", | |
| "comercio": "H&M", | |
| "categoria": "Ropa", | |
| "monto": 1915.47, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 43.75, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000165", | |
| "cliente_id": "CLI_000087", | |
| "fecha": "2025-07-13", | |
| "hora": "08:04:47", | |
| "fecha_hora": "2025-07-13 08:04:47", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7655", | |
| "comercio": "Walmart", | |
| "categoria": "Supermercado", | |
| "monto": 4220.34, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 302.93, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000166", | |
| "cliente_id": "CLI_000005", | |
| "fecha": "2025-07-16", | |
| "hora": "12:20:17", | |
| "fecha_hora": "2025-07-16 12:20:17", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8885", | |
| "comercio": "Mercado Libre", | |
| "categoria": "Electrónica", | |
| "monto": 13782.76, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 7.22, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000167", | |
| "cliente_id": "CLI_000092", | |
| "fecha": "2025-08-22", | |
| "hora": "19:47:35", | |
| "fecha_hora": "2025-08-22 19:47:35", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8279", | |
| "comercio": "Coppel", | |
| "categoria": "Ropa", | |
| "monto": 1107.38, | |
| "ciudad": "León", | |
| "distancia_km": 29.67, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000168", | |
| "cliente_id": "CLI_000138", | |
| "fecha": "2025-07-20", | |
| "hora": "00:06:14", | |
| "fecha_hora": "2025-07-20 00:06:14", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8962", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 81.53, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 8.31, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000169", | |
| "cliente_id": "CLI_000164", | |
| "fecha": "2025-09-26", | |
| "hora": "00:38:54", | |
| "fecha_hora": "2025-09-26 00:38:54", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7583", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 4109.48, | |
| "ciudad": "León", | |
| "distancia_km": 36.79, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000170", | |
| "cliente_id": "CLI_000065", | |
| "fecha": "2025-08-10", | |
| "hora": "13:43:06", | |
| "fecha_hora": "2025-08-10 13:43:06", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4040", | |
| "comercio": "Airbnb", | |
| "categoria": "Viajes", | |
| "monto": 11640.79, | |
| "ciudad": "Cancún", | |
| "distancia_km": 0.85, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000171", | |
| "cliente_id": "CLI_000055", | |
| "fecha": "2025-08-13", | |
| "hora": "21:16:03", | |
| "fecha_hora": "2025-08-13 21:16:03", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6942", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 1076.95, | |
| "ciudad": "León", | |
| "distancia_km": 33.01, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000172", | |
| "cliente_id": "CLI_000074", | |
| "fecha": "2025-08-05", | |
| "hora": "12:44:14", | |
| "fecha_hora": "2025-08-05 12:44:14", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7174", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 178.21, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 34.36, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000173", | |
| "cliente_id": "CLI_000149", | |
| "fecha": "2025-07-13", | |
| "hora": "20:17:54", | |
| "fecha_hora": "2025-07-13 20:17:54", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4291", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 17701.99, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 48.07, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000174", | |
| "cliente_id": "CLI_000015", | |
| "fecha": "2025-07-27", | |
| "hora": "06:24:20", | |
| "fecha_hora": "2025-07-27 06:24:20", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4390", | |
| "comercio": "Chedraui", | |
| "categoria": "Supermercado", | |
| "monto": 2102.67, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 43.65, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000175", | |
| "cliente_id": "CLI_000068", | |
| "fecha": "2025-08-13", | |
| "hora": "09:31:44", | |
| "fecha_hora": "2025-08-13 09:31:44", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6937", | |
| "comercio": "Domino's", | |
| "categoria": "Restaurante", | |
| "monto": 1149.08, | |
| "ciudad": "Cancún", | |
| "distancia_km": 28.99, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000176", | |
| "cliente_id": "CLI_000150", | |
| "fecha": "2025-07-18", | |
| "hora": "14:41:23", | |
| "fecha_hora": "2025-07-18 14:41:23", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2500", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 589.13, | |
| "ciudad": "Toluca", | |
| "distancia_km": 3.37, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000177", | |
| "cliente_id": "CLI_000088", | |
| "fecha": "2025-08-16", | |
| "hora": "05:04:23", | |
| "fecha_hora": "2025-08-16 05:04:23", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5885", | |
| "comercio": "Totalplay", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 567.6, | |
| "ciudad": "Mérida", | |
| "distancia_km": 45.63, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000178", | |
| "cliente_id": "CLI_000115", | |
| "fecha": "2025-08-15", | |
| "hora": "04:29:24", | |
| "fecha_hora": "2025-08-15 04:29:24", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8335", | |
| "comercio": "McDonald's", | |
| "categoria": "Restaurante", | |
| "monto": 1035.57, | |
| "ciudad": "Toluca", | |
| "distancia_km": 4.3, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000179", | |
| "cliente_id": "CLI_000173", | |
| "fecha": "2025-10-01", | |
| "hora": "07:52:17", | |
| "fecha_hora": "2025-10-01 07:52:17", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3776", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 409.97, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 5.83, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000180", | |
| "cliente_id": "CLI_000056", | |
| "fecha": "2025-08-09", | |
| "hora": "18:23:11", | |
| "fecha_hora": "2025-08-09 18:23:11", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6289", | |
| "comercio": "Walmart", | |
| "categoria": "Supermercado", | |
| "monto": 117.69, | |
| "ciudad": "Toluca", | |
| "distancia_km": 42.49, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000181", | |
| "cliente_id": "CLI_000101", | |
| "fecha": "2025-07-15", | |
| "hora": "01:17:38", | |
| "fecha_hora": "2025-07-15 01:17:38", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8245", | |
| "comercio": "Uber", | |
| "categoria": "Servicios", | |
| "monto": 217.08, | |
| "ciudad": "Mérida", | |
| "distancia_km": 20.54, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000182", | |
| "cliente_id": "CLI_000102", | |
| "fecha": "2025-07-14", | |
| "hora": "06:29:24", | |
| "fecha_hora": "2025-07-14 06:29:24", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7906", | |
| "comercio": "Amazon Web Services", | |
| "categoria": "Educación", | |
| "monto": 1214.65, | |
| "ciudad": "Puebla", | |
| "distancia_km": 39.7, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000183", | |
| "cliente_id": "CLI_000152", | |
| "fecha": "2025-09-24", | |
| "hora": "21:24:50", | |
| "fecha_hora": "2025-09-24 21:24:50", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8619", | |
| "comercio": "McDonald's", | |
| "categoria": "Restaurante", | |
| "monto": 384.72, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 48.99, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000184", | |
| "cliente_id": "CLI_000037", | |
| "fecha": "2025-07-04", | |
| "hora": "09:31:29", | |
| "fecha_hora": "2025-07-04 09:31:29", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4020", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 6417.87, | |
| "ciudad": "Mérida", | |
| "distancia_km": 38.73, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000185", | |
| "cliente_id": "CLI_000019", | |
| "fecha": "2025-08-05", | |
| "hora": "17:45:01", | |
| "fecha_hora": "2025-08-05 17:45:01", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1079", | |
| "comercio": "Walmart", | |
| "categoria": "Supermercado", | |
| "monto": 2763.15, | |
| "ciudad": "Cancún", | |
| "distancia_km": 28.83, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000186", | |
| "cliente_id": "CLI_000117", | |
| "fecha": "2025-09-27", | |
| "hora": "05:38:16", | |
| "fecha_hora": "2025-09-27 05:38:16", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1020", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 282.99, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 48.55, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000187", | |
| "cliente_id": "CLI_000088", | |
| "fecha": "2025-09-01", | |
| "hora": "09:38:54", | |
| "fecha_hora": "2025-09-01 09:38:54", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3617", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 2752.05, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 20.66, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000188", | |
| "cliente_id": "CLI_000142", | |
| "fecha": "2025-07-22", | |
| "hora": "05:37:28", | |
| "fecha_hora": "2025-07-22 05:37:28", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9506", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 70.59, | |
| "ciudad": "Puebla", | |
| "distancia_km": 34.42, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000189", | |
| "cliente_id": "CLI_000070", | |
| "fecha": "2025-09-02", | |
| "hora": "01:39:33", | |
| "fecha_hora": "2025-09-02 01:39:33", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1560", | |
| "comercio": "Cinépolis", | |
| "categoria": "Entretenimiento", | |
| "monto": 431.66, | |
| "ciudad": "Puebla", | |
| "distancia_km": 21.69, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000190", | |
| "cliente_id": "CLI_000111", | |
| "fecha": "2025-08-29", | |
| "hora": "15:16:20", | |
| "fecha_hora": "2025-08-29 15:16:20", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8967", | |
| "comercio": "Airbnb", | |
| "categoria": "Viajes", | |
| "monto": 15942.39, | |
| "ciudad": "Puebla", | |
| "distancia_km": 31.81, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000191", | |
| "cliente_id": "CLI_000086", | |
| "fecha": "2025-09-03", | |
| "hora": "00:55:45", | |
| "fecha_hora": "2025-09-03 00:55:45", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6205", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 2579.91, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 27.72, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000192", | |
| "cliente_id": "CLI_000169", | |
| "fecha": "2025-09-13", | |
| "hora": "17:19:11", | |
| "fecha_hora": "2025-09-13 17:19:11", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3266", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 2541.88, | |
| "ciudad": "León", | |
| "distancia_km": 37.8, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000193", | |
| "cliente_id": "CLI_000082", | |
| "fecha": "2025-07-05", | |
| "hora": "03:29:31", | |
| "fecha_hora": "2025-07-05 03:29:31", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2688", | |
| "comercio": "Coppel", | |
| "categoria": "Ropa", | |
| "monto": 3529.42, | |
| "ciudad": "Puebla", | |
| "distancia_km": 2.78, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000194", | |
| "cliente_id": "CLI_000152", | |
| "fecha": "2025-09-03", | |
| "hora": "06:43:17", | |
| "fecha_hora": "2025-09-03 06:43:17", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4728", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 915.08, | |
| "ciudad": "Toluca", | |
| "distancia_km": 28.77, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000195", | |
| "cliente_id": "CLI_000067", | |
| "fecha": "2025-07-03", | |
| "hora": "19:50:04", | |
| "fecha_hora": "2025-07-03 19:50:04", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2287", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 6046.07, | |
| "ciudad": "Puebla", | |
| "distancia_km": 23.64, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000196", | |
| "cliente_id": "CLI_000162", | |
| "fecha": "2025-08-04", | |
| "hora": "09:49:45", | |
| "fecha_hora": "2025-08-04 09:49:45", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5249", | |
| "comercio": "Soriana", | |
| "categoria": "Supermercado", | |
| "monto": 2356.27, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 30.9, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000197", | |
| "cliente_id": "CLI_000151", | |
| "fecha": "2025-07-07", | |
| "hora": "13:26:03", | |
| "fecha_hora": "2025-07-07 13:26:03", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9719", | |
| "comercio": "Farmacia Guadalajara", | |
| "categoria": "Farmacia", | |
| "monto": 308.5, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 17.81, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000198", | |
| "cliente_id": "CLI_000182", | |
| "fecha": "2025-07-31", | |
| "hora": "12:36:24", | |
| "fecha_hora": "2025-07-31 12:36:24", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9964", | |
| "comercio": "BP", | |
| "categoria": "Gasolina", | |
| "monto": 1328.78, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 41.82, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000199", | |
| "cliente_id": "CLI_000134", | |
| "fecha": "2025-08-05", | |
| "hora": "22:56:39", | |
| "fecha_hora": "2025-08-05 22:56:39", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4143", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 792.46, | |
| "ciudad": "Toluca", | |
| "distancia_km": 40.6, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000200", | |
| "cliente_id": "CLI_000144", | |
| "fecha": "2025-08-09", | |
| "hora": "13:12:41", | |
| "fecha_hora": "2025-08-09 13:12:41", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6598", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 2952.84, | |
| "ciudad": "Cancún", | |
| "distancia_km": 8.06, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000201", | |
| "cliente_id": "CLI_000043", | |
| "fecha": "2025-08-27", | |
| "hora": "10:07:35", | |
| "fecha_hora": "2025-08-27 10:07:35", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9198", | |
| "comercio": "San Pablo", | |
| "categoria": "Farmacia", | |
| "monto": 2298.68, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 377.47, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000202", | |
| "cliente_id": "CLI_000025", | |
| "fecha": "2025-07-25", | |
| "hora": "20:07:29", | |
| "fecha_hora": "2025-07-25 20:07:29", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1144", | |
| "comercio": "Chedraui", | |
| "categoria": "Supermercado", | |
| "monto": 2515.5, | |
| "ciudad": "Cancún", | |
| "distancia_km": 27.36, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000203", | |
| "cliente_id": "CLI_000033", | |
| "fecha": "2025-08-12", | |
| "hora": "01:23:58", | |
| "fecha_hora": "2025-08-12 01:23:58", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8809", | |
| "comercio": "Spotify", | |
| "categoria": "Entretenimiento", | |
| "monto": 958.2, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 14.1, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000204", | |
| "cliente_id": "CLI_000194", | |
| "fecha": "2025-07-22", | |
| "hora": "05:13:38", | |
| "fecha_hora": "2025-07-22 05:13:38", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3152", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 670.7, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 7.26, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000205", | |
| "cliente_id": "CLI_000069", | |
| "fecha": "2025-09-02", | |
| "hora": "13:51:32", | |
| "fecha_hora": "2025-09-02 13:51:32", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8441", | |
| "comercio": "Walmart", | |
| "categoria": "Supermercado", | |
| "monto": 1708.56, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 9.4, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000206", | |
| "cliente_id": "CLI_000037", | |
| "fecha": "2025-09-08", | |
| "hora": "09:19:56", | |
| "fecha_hora": "2025-09-08 09:19:56", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4854", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 4322.37, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 18.83, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000207", | |
| "cliente_id": "CLI_000016", | |
| "fecha": "2025-08-02", | |
| "hora": "21:37:37", | |
| "fecha_hora": "2025-08-02 21:37:37", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5570", | |
| "comercio": "DiDi", | |
| "categoria": "Servicios", | |
| "monto": 922.66, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 13.49, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000208", | |
| "cliente_id": "CLI_000129", | |
| "fecha": "2025-08-27", | |
| "hora": "00:41:38", | |
| "fecha_hora": "2025-08-27 00:41:38", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3067", | |
| "comercio": "DiDi", | |
| "categoria": "Servicios", | |
| "monto": 96.79, | |
| "ciudad": "León", | |
| "distancia_km": 35.67, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000209", | |
| "cliente_id": "CLI_000120", | |
| "fecha": "2025-09-24", | |
| "hora": "07:26:18", | |
| "fecha_hora": "2025-09-24 07:26:18", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7374", | |
| "comercio": "Coursera", | |
| "categoria": "Educación", | |
| "monto": 743.49, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 47.51, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000210", | |
| "cliente_id": "CLI_000071", | |
| "fecha": "2025-08-27", | |
| "hora": "04:40:45", | |
| "fecha_hora": "2025-08-27 04:40:45", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6749", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 537.67, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 31.02, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000211", | |
| "cliente_id": "CLI_000192", | |
| "fecha": "2025-09-03", | |
| "hora": "16:00:57", | |
| "fecha_hora": "2025-09-03 16:00:57", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5256", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 1876.2, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 0.02, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000212", | |
| "cliente_id": "CLI_000124", | |
| "fecha": "2025-08-05", | |
| "hora": "03:08:25", | |
| "fecha_hora": "2025-08-05 03:08:25", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5645", | |
| "comercio": "KFC", | |
| "categoria": "Restaurante", | |
| "monto": 277.28, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 42.12, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000213", | |
| "cliente_id": "CLI_000044", | |
| "fecha": "2025-08-23", | |
| "hora": "22:56:11", | |
| "fecha_hora": "2025-08-23 22:56:11", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8824", | |
| "comercio": "Soriana", | |
| "categoria": "Supermercado", | |
| "monto": 967.19, | |
| "ciudad": "Puebla", | |
| "distancia_km": 41.06, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000214", | |
| "cliente_id": "CLI_000076", | |
| "fecha": "2025-07-31", | |
| "hora": "12:38:31", | |
| "fecha_hora": "2025-07-31 12:38:31", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5465", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 2728.92, | |
| "ciudad": "Puebla", | |
| "distancia_km": 31.8, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000215", | |
| "cliente_id": "CLI_000169", | |
| "fecha": "2025-09-05", | |
| "hora": "12:14:43", | |
| "fecha_hora": "2025-09-05 12:14:43", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6178", | |
| "comercio": "Cinépolis", | |
| "categoria": "Entretenimiento", | |
| "monto": 1047.6, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 35.76, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000216", | |
| "cliente_id": "CLI_000001", | |
| "fecha": "2025-08-29", | |
| "hora": "10:13:09", | |
| "fecha_hora": "2025-08-29 10:13:09", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3693", | |
| "comercio": "San Pablo", | |
| "categoria": "Farmacia", | |
| "monto": 550.79, | |
| "ciudad": "Toluca", | |
| "distancia_km": 19.73, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000217", | |
| "cliente_id": "CLI_000021", | |
| "fecha": "2025-08-13", | |
| "hora": "21:30:12", | |
| "fecha_hora": "2025-08-13 21:30:12", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9247", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 4444.07, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 46.45, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000218", | |
| "cliente_id": "CLI_000167", | |
| "fecha": "2025-07-16", | |
| "hora": "14:36:03", | |
| "fecha_hora": "2025-07-16 14:36:03", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4949", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 4605.34, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 45.81, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000219", | |
| "cliente_id": "CLI_000186", | |
| "fecha": "2025-09-28", | |
| "hora": "02:26:33", | |
| "fecha_hora": "2025-09-28 02:26:33", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6647", | |
| "comercio": "Domino's", | |
| "categoria": "Restaurante", | |
| "monto": 1890.86, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 49.38, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000220", | |
| "cliente_id": "CLI_000200", | |
| "fecha": "2025-09-25", | |
| "hora": "13:53:09", | |
| "fecha_hora": "2025-09-25 13:53:09", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4694", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 7110.88, | |
| "ciudad": "Mérida", | |
| "distancia_km": 46.1, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000221", | |
| "cliente_id": "CLI_000007", | |
| "fecha": "2025-09-18", | |
| "hora": "08:58:11", | |
| "fecha_hora": "2025-09-18 08:58:11", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5934", | |
| "comercio": "Zara", | |
| "categoria": "Ropa", | |
| "monto": 1019.23, | |
| "ciudad": "Toluca", | |
| "distancia_km": 8.27, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000222", | |
| "cliente_id": "CLI_000043", | |
| "fecha": "2025-08-25", | |
| "hora": "03:39:48", | |
| "fecha_hora": "2025-08-25 03:39:48", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9146", | |
| "comercio": "Amazon Web Services", | |
| "categoria": "Educación", | |
| "monto": 2890.04, | |
| "ciudad": "Cancún", | |
| "distancia_km": 42.78, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000223", | |
| "cliente_id": "CLI_000028", | |
| "fecha": "2025-09-01", | |
| "hora": "04:36:45", | |
| "fecha_hora": "2025-09-01 04:36:45", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9705", | |
| "comercio": "Uber", | |
| "categoria": "Servicios", | |
| "monto": 445.23, | |
| "ciudad": "Puebla", | |
| "distancia_km": 15.28, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000224", | |
| "cliente_id": "CLI_000056", | |
| "fecha": "2025-10-02", | |
| "hora": "02:55:57", | |
| "fecha_hora": "2025-10-02 02:55:57", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1653", | |
| "comercio": "Coursera", | |
| "categoria": "Educación", | |
| "monto": 1237.11, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 28.31, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000225", | |
| "cliente_id": "CLI_000151", | |
| "fecha": "2025-09-28", | |
| "hora": "21:30:53", | |
| "fecha_hora": "2025-09-28 21:30:53", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4057", | |
| "comercio": "AT&T", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 389.78, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 2.98, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000226", | |
| "cliente_id": "CLI_000061", | |
| "fecha": "2025-07-15", | |
| "hora": "19:35:56", | |
| "fecha_hora": "2025-07-15 19:35:56", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1696", | |
| "comercio": "Italiannis", | |
| "categoria": "Restaurante", | |
| "monto": 2473.21, | |
| "ciudad": "Mérida", | |
| "distancia_km": 139.68, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000227", | |
| "cliente_id": "CLI_000012", | |
| "fecha": "2025-08-02", | |
| "hora": "05:26:44", | |
| "fecha_hora": "2025-08-02 05:26:44", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9016", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 2445.58, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 37.12, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000228", | |
| "cliente_id": "CLI_000107", | |
| "fecha": "2025-07-12", | |
| "hora": "18:14:34", | |
| "fecha_hora": "2025-07-12 18:14:34", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4828", | |
| "comercio": "Despegar", | |
| "categoria": "Viajes", | |
| "monto": 43420.93, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 323.51, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000229", | |
| "cliente_id": "CLI_000140", | |
| "fecha": "2025-07-12", | |
| "hora": "16:31:20", | |
| "fecha_hora": "2025-07-12 16:31:20", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7662", | |
| "comercio": "Airbnb", | |
| "categoria": "Viajes", | |
| "monto": 6629.53, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 22.6, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000230", | |
| "cliente_id": "CLI_000036", | |
| "fecha": "2025-08-25", | |
| "hora": "18:18:40", | |
| "fecha_hora": "2025-08-25 18:18:40", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3298", | |
| "comercio": "Shell", | |
| "categoria": "Gasolina", | |
| "monto": 1131.24, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 30.84, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000231", | |
| "cliente_id": "CLI_000029", | |
| "fecha": "2025-07-16", | |
| "hora": "06:01:18", | |
| "fecha_hora": "2025-07-16 06:01:18", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3662", | |
| "comercio": "KFC", | |
| "categoria": "Restaurante", | |
| "monto": 492.56, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 5.22, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000232", | |
| "cliente_id": "CLI_000072", | |
| "fecha": "2025-07-18", | |
| "hora": "00:10:37", | |
| "fecha_hora": "2025-07-18 00:10:37", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3331", | |
| "comercio": "Chevron", | |
| "categoria": "Gasolina", | |
| "monto": 478.67, | |
| "ciudad": "Puebla", | |
| "distancia_km": 12.83, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000233", | |
| "cliente_id": "CLI_000080", | |
| "fecha": "2025-08-18", | |
| "hora": "23:04:21", | |
| "fecha_hora": "2025-08-18 23:04:21", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4576", | |
| "comercio": "Mobil", | |
| "categoria": "Gasolina", | |
| "monto": 887.09, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 29.84, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000234", | |
| "cliente_id": "CLI_000049", | |
| "fecha": "2025-07-06", | |
| "hora": "13:08:56", | |
| "fecha_hora": "2025-07-06 13:08:56", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4129", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 5947.21, | |
| "ciudad": "Cancún", | |
| "distancia_km": 11.67, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000235", | |
| "cliente_id": "CLI_000150", | |
| "fecha": "2025-08-24", | |
| "hora": "01:39:15", | |
| "fecha_hora": "2025-08-24 01:39:15", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4637", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 8631.87, | |
| "ciudad": "Puebla", | |
| "distancia_km": 12.3, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000236", | |
| "cliente_id": "CLI_000077", | |
| "fecha": "2025-07-30", | |
| "hora": "22:42:50", | |
| "fecha_hora": "2025-07-30 22:42:50", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7015", | |
| "comercio": "Best Buy", | |
| "categoria": "Electrónica", | |
| "monto": 9958.93, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 4.65, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000237", | |
| "cliente_id": "CLI_000089", | |
| "fecha": "2025-09-26", | |
| "hora": "18:38:27", | |
| "fecha_hora": "2025-09-26 18:38:27", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9535", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 106.51, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 18.04, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000238", | |
| "cliente_id": "CLI_000084", | |
| "fecha": "2025-09-21", | |
| "hora": "13:54:15", | |
| "fecha_hora": "2025-09-21 13:54:15", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7299", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 2660.2, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 8.57, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000239", | |
| "cliente_id": "CLI_000002", | |
| "fecha": "2025-09-28", | |
| "hora": "22:33:49", | |
| "fecha_hora": "2025-09-28 22:33:49", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7043", | |
| "comercio": "Movistar", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 700.98, | |
| "ciudad": "Mérida", | |
| "distancia_km": 31.08, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000240", | |
| "cliente_id": "CLI_000118", | |
| "fecha": "2025-08-14", | |
| "hora": "22:19:59", | |
| "fecha_hora": "2025-08-14 22:19:59", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6269", | |
| "comercio": "Chedraui", | |
| "categoria": "Supermercado", | |
| "monto": 1770.74, | |
| "ciudad": "Toluca", | |
| "distancia_km": 48.28, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000241", | |
| "cliente_id": "CLI_000060", | |
| "fecha": "2025-07-04", | |
| "hora": "05:18:17", | |
| "fecha_hora": "2025-07-04 05:18:17", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9545", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 764.42, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 35.74, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000242", | |
| "cliente_id": "CLI_000099", | |
| "fecha": "2025-08-10", | |
| "hora": "09:45:46", | |
| "fecha_hora": "2025-08-10 09:45:46", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2330", | |
| "comercio": "BP", | |
| "categoria": "Gasolina", | |
| "monto": 636.16, | |
| "ciudad": "Cancún", | |
| "distancia_km": 20.62, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000243", | |
| "cliente_id": "CLI_000191", | |
| "fecha": "2025-08-20", | |
| "hora": "04:58:59", | |
| "fecha_hora": "2025-08-20 04:58:59", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6809", | |
| "comercio": "KFC", | |
| "categoria": "Restaurante", | |
| "monto": 1614.84, | |
| "ciudad": "Cancún", | |
| "distancia_km": 49.09, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000244", | |
| "cliente_id": "CLI_000140", | |
| "fecha": "2025-07-06", | |
| "hora": "12:02:35", | |
| "fecha_hora": "2025-07-06 12:02:35", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8586", | |
| "comercio": "Amazon", | |
| "categoria": "Electrónica", | |
| "monto": 5339.04, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 39.51, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000245", | |
| "cliente_id": "CLI_000010", | |
| "fecha": "2025-09-02", | |
| "hora": "10:32:18", | |
| "fecha_hora": "2025-09-02 10:32:18", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5567", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 14797.36, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 3.73, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000246", | |
| "cliente_id": "CLI_000164", | |
| "fecha": "2025-09-10", | |
| "hora": "00:22:14", | |
| "fecha_hora": "2025-09-10 00:22:14", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9322", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 713.08, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 33.79, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000247", | |
| "cliente_id": "CLI_000095", | |
| "fecha": "2025-09-27", | |
| "hora": "14:33:51", | |
| "fecha_hora": "2025-09-27 14:33:51", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6649", | |
| "comercio": "Cinemex", | |
| "categoria": "Entretenimiento", | |
| "monto": 553.09, | |
| "ciudad": "Toluca", | |
| "distancia_km": 14.63, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000248", | |
| "cliente_id": "CLI_000054", | |
| "fecha": "2025-08-09", | |
| "hora": "18:13:15", | |
| "fecha_hora": "2025-08-09 18:13:15", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4395", | |
| "comercio": "Amazon Web Services", | |
| "categoria": "Educación", | |
| "monto": 473.8, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 35.61, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000249", | |
| "cliente_id": "CLI_000132", | |
| "fecha": "2025-09-05", | |
| "hora": "13:39:04", | |
| "fecha_hora": "2025-09-05 13:39:04", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1596", | |
| "comercio": "La Comer", | |
| "categoria": "Supermercado", | |
| "monto": 1911.07, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 3.05, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000250", | |
| "cliente_id": "CLI_000057", | |
| "fecha": "2025-09-15", | |
| "hora": "04:45:15", | |
| "fecha_hora": "2025-09-15 04:45:15", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5729", | |
| "comercio": "Domino's", | |
| "categoria": "Restaurante", | |
| "monto": 358.78, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 38.83, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000251", | |
| "cliente_id": "CLI_000018", | |
| "fecha": "2025-09-20", | |
| "hora": "17:12:56", | |
| "fecha_hora": "2025-09-20 17:12:56", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9724", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 11246.9, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 47.89, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000252", | |
| "cliente_id": "CLI_000041", | |
| "fecha": "2025-07-08", | |
| "hora": "00:16:46", | |
| "fecha_hora": "2025-07-08 00:16:46", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8235", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 1315.79, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 20.83, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000253", | |
| "cliente_id": "CLI_000086", | |
| "fecha": "2025-09-02", | |
| "hora": "04:08:08", | |
| "fecha_hora": "2025-09-02 04:08:08", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3064", | |
| "comercio": "Spotify", | |
| "categoria": "Entretenimiento", | |
| "monto": 1287.19, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 48.58, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000254", | |
| "cliente_id": "CLI_000031", | |
| "fecha": "2025-09-27", | |
| "hora": "01:41:02", | |
| "fecha_hora": "2025-09-27 01:41:02", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8220", | |
| "comercio": "Liverpool", | |
| "categoria": "Ropa", | |
| "monto": 1287.87, | |
| "ciudad": "León", | |
| "distancia_km": 15.01, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000255", | |
| "cliente_id": "CLI_000168", | |
| "fecha": "2025-07-30", | |
| "hora": "07:03:12", | |
| "fecha_hora": "2025-07-30 07:03:12", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8926", | |
| "comercio": "Farmacia Guadalajara", | |
| "categoria": "Farmacia", | |
| "monto": 604.72, | |
| "ciudad": "Mérida", | |
| "distancia_km": 26.65, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000256", | |
| "cliente_id": "CLI_000127", | |
| "fecha": "2025-07-09", | |
| "hora": "03:27:08", | |
| "fecha_hora": "2025-07-09 03:27:08", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8875", | |
| "comercio": "Telcel", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 744.27, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 22.54, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000257", | |
| "cliente_id": "CLI_000021", | |
| "fecha": "2025-08-10", | |
| "hora": "23:35:06", | |
| "fecha_hora": "2025-08-10 23:35:06", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6884", | |
| "comercio": "Cinemex", | |
| "categoria": "Entretenimiento", | |
| "monto": 802.5, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 47.11, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000258", | |
| "cliente_id": "CLI_000180", | |
| "fecha": "2025-09-13", | |
| "hora": "05:05:17", | |
| "fecha_hora": "2025-09-13 05:05:17", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1984", | |
| "comercio": "H&M", | |
| "categoria": "Ropa", | |
| "monto": 4998.51, | |
| "ciudad": "Toluca", | |
| "distancia_km": 17.04, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000259", | |
| "cliente_id": "CLI_000002", | |
| "fecha": "2025-09-19", | |
| "hora": "08:20:52", | |
| "fecha_hora": "2025-09-19 08:20:52", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9871", | |
| "comercio": "Amazon", | |
| "categoria": "Electrónica", | |
| "monto": 12891.92, | |
| "ciudad": "León", | |
| "distancia_km": 9.92, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000260", | |
| "cliente_id": "CLI_000108", | |
| "fecha": "2025-08-12", | |
| "hora": "15:35:37", | |
| "fecha_hora": "2025-08-12 15:35:37", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8488", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 4479.55, | |
| "ciudad": "León", | |
| "distancia_km": 44.53, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000261", | |
| "cliente_id": "CLI_000054", | |
| "fecha": "2025-07-23", | |
| "hora": "17:51:08", | |
| "fecha_hora": "2025-07-23 17:51:08", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7552", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 3851.07, | |
| "ciudad": "Puebla", | |
| "distancia_km": 39.3, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000262", | |
| "cliente_id": "CLI_000114", | |
| "fecha": "2025-08-05", | |
| "hora": "22:22:13", | |
| "fecha_hora": "2025-08-05 22:22:13", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1936", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 99.68, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 36.69, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000263", | |
| "cliente_id": "CLI_000017", | |
| "fecha": "2025-07-16", | |
| "hora": "02:11:51", | |
| "fecha_hora": "2025-07-16 02:11:51", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8220", | |
| "comercio": "Liverpool", | |
| "categoria": "Ropa", | |
| "monto": 3828.41, | |
| "ciudad": "Mérida", | |
| "distancia_km": 32.91, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000264", | |
| "cliente_id": "CLI_000150", | |
| "fecha": "2025-07-26", | |
| "hora": "21:09:52", | |
| "fecha_hora": "2025-07-26 21:09:52", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7807", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 12621.14, | |
| "ciudad": "Mérida", | |
| "distancia_km": 27.02, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000265", | |
| "cliente_id": "CLI_000153", | |
| "fecha": "2025-08-29", | |
| "hora": "01:25:54", | |
| "fecha_hora": "2025-08-29 01:25:54", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8622", | |
| "comercio": "Starbucks", | |
| "categoria": "Restaurante", | |
| "monto": 1691.11, | |
| "ciudad": "Mérida", | |
| "distancia_km": 0.85, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000266", | |
| "cliente_id": "CLI_000052", | |
| "fecha": "2025-08-31", | |
| "hora": "09:15:37", | |
| "fecha_hora": "2025-08-31 09:15:37", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3885", | |
| "comercio": "Coursera", | |
| "categoria": "Educación", | |
| "monto": 704.89, | |
| "ciudad": "Cancún", | |
| "distancia_km": 48.68, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000267", | |
| "cliente_id": "CLI_000072", | |
| "fecha": "2025-08-25", | |
| "hora": "18:08:01", | |
| "fecha_hora": "2025-08-25 18:08:01", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6601", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 905.71, | |
| "ciudad": "Toluca", | |
| "distancia_km": 7.73, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000268", | |
| "cliente_id": "CLI_000187", | |
| "fecha": "2025-08-29", | |
| "hora": "05:48:26", | |
| "fecha_hora": "2025-08-29 05:48:26", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3622", | |
| "comercio": "Coppel", | |
| "categoria": "Ropa", | |
| "monto": 2834.54, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 40.96, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000269", | |
| "cliente_id": "CLI_000132", | |
| "fecha": "2025-09-13", | |
| "hora": "17:48:10", | |
| "fecha_hora": "2025-09-13 17:48:10", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2945", | |
| "comercio": "Cinemex", | |
| "categoria": "Entretenimiento", | |
| "monto": 816.8, | |
| "ciudad": "Mérida", | |
| "distancia_km": 1.77, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000270", | |
| "cliente_id": "CLI_000093", | |
| "fecha": "2025-07-07", | |
| "hora": "22:55:14", | |
| "fecha_hora": "2025-07-07 22:55:14", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9550", | |
| "comercio": "AT&T", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 530.18, | |
| "ciudad": "Mérida", | |
| "distancia_km": 6.62, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000271", | |
| "cliente_id": "CLI_000055", | |
| "fecha": "2025-09-14", | |
| "hora": "17:30:59", | |
| "fecha_hora": "2025-09-14 17:30:59", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1591", | |
| "comercio": "Amazon Web Services", | |
| "categoria": "Educación", | |
| "monto": 604.17, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 25.35, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000272", | |
| "cliente_id": "CLI_000020", | |
| "fecha": "2025-09-24", | |
| "hora": "01:33:26", | |
| "fecha_hora": "2025-09-24 01:33:26", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5233", | |
| "comercio": "Italiannis", | |
| "categoria": "Restaurante", | |
| "monto": 954.6, | |
| "ciudad": "León", | |
| "distancia_km": 10.53, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000273", | |
| "cliente_id": "CLI_000121", | |
| "fecha": "2025-08-31", | |
| "hora": "20:56:20", | |
| "fecha_hora": "2025-08-31 20:56:20", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1499", | |
| "comercio": "Telcel", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 438.88, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 17.8, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000274", | |
| "cliente_id": "CLI_000069", | |
| "fecha": "2025-07-13", | |
| "hora": "19:46:08", | |
| "fecha_hora": "2025-07-13 19:46:08", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3302", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 364.25, | |
| "ciudad": "Toluca", | |
| "distancia_km": 10.21, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000275", | |
| "cliente_id": "CLI_000108", | |
| "fecha": "2025-08-16", | |
| "hora": "14:18:57", | |
| "fecha_hora": "2025-08-16 14:18:57", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1429", | |
| "comercio": "Coppel", | |
| "categoria": "Ropa", | |
| "monto": 4263.36, | |
| "ciudad": "Toluca", | |
| "distancia_km": 41.45, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000276", | |
| "cliente_id": "CLI_000175", | |
| "fecha": "2025-09-11", | |
| "hora": "19:15:15", | |
| "fecha_hora": "2025-09-11 19:15:15", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3964", | |
| "comercio": "Netflix", | |
| "categoria": "Entretenimiento", | |
| "monto": 503.96, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 48.79, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000277", | |
| "cliente_id": "CLI_000124", | |
| "fecha": "2025-09-23", | |
| "hora": "02:50:00", | |
| "fecha_hora": "2025-09-23 02:50:00", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4127", | |
| "comercio": "Amazon", | |
| "categoria": "Electrónica", | |
| "monto": 8869.57, | |
| "ciudad": "Cancún", | |
| "distancia_km": 43.66, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000278", | |
| "cliente_id": "CLI_000147", | |
| "fecha": "2025-07-22", | |
| "hora": "00:10:42", | |
| "fecha_hora": "2025-07-22 00:10:42", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3234", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 3951.89, | |
| "ciudad": "Cancún", | |
| "distancia_km": 9.53, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000279", | |
| "cliente_id": "CLI_000087", | |
| "fecha": "2025-07-29", | |
| "hora": "13:27:08", | |
| "fecha_hora": "2025-07-29 13:27:08", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8571", | |
| "comercio": "AT&T", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 529.95, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 41.77, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000280", | |
| "cliente_id": "CLI_000110", | |
| "fecha": "2025-07-22", | |
| "hora": "21:54:02", | |
| "fecha_hora": "2025-07-22 21:54:02", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8845", | |
| "comercio": "Walmart", | |
| "categoria": "Supermercado", | |
| "monto": 1484.29, | |
| "ciudad": "Puebla", | |
| "distancia_km": 15.06, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000281", | |
| "cliente_id": "CLI_000045", | |
| "fecha": "2025-07-20", | |
| "hora": "10:49:34", | |
| "fecha_hora": "2025-07-20 10:49:34", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7097", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 1568.08, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 25.04, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000282", | |
| "cliente_id": "CLI_000091", | |
| "fecha": "2025-07-17", | |
| "hora": "16:01:44", | |
| "fecha_hora": "2025-07-17 16:01:44", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3969", | |
| "comercio": "Walmart", | |
| "categoria": "Supermercado", | |
| "monto": 939.72, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 13.89, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000283", | |
| "cliente_id": "CLI_000141", | |
| "fecha": "2025-09-21", | |
| "hora": "17:46:34", | |
| "fecha_hora": "2025-09-21 17:46:34", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2192", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 2023.39, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 21.55, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000284", | |
| "cliente_id": "CLI_000132", | |
| "fecha": "2025-09-24", | |
| "hora": "04:26:46", | |
| "fecha_hora": "2025-09-24 04:26:46", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7302", | |
| "comercio": "Amazon Web Services", | |
| "categoria": "Educación", | |
| "monto": 3334.18, | |
| "ciudad": "Mérida", | |
| "distancia_km": 47.51, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000285", | |
| "cliente_id": "CLI_000059", | |
| "fecha": "2025-09-19", | |
| "hora": "08:06:29", | |
| "fecha_hora": "2025-09-19 08:06:29", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6998", | |
| "comercio": "San Pablo", | |
| "categoria": "Farmacia", | |
| "monto": 564.43, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 32.58, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000286", | |
| "cliente_id": "CLI_000110", | |
| "fecha": "2025-07-20", | |
| "hora": "04:48:09", | |
| "fecha_hora": "2025-07-20 04:48:09", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4639", | |
| "comercio": "Cinépolis", | |
| "categoria": "Entretenimiento", | |
| "monto": 1062.55, | |
| "ciudad": "Mérida", | |
| "distancia_km": 27.32, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000287", | |
| "cliente_id": "CLI_000190", | |
| "fecha": "2025-10-01", | |
| "hora": "18:27:22", | |
| "fecha_hora": "2025-10-01 18:27:22", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8255", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 306.97, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 4.26, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000288", | |
| "cliente_id": "CLI_000055", | |
| "fecha": "2025-07-30", | |
| "hora": "18:04:24", | |
| "fecha_hora": "2025-07-30 18:04:24", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5814", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 542.39, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 47.86, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000289", | |
| "cliente_id": "CLI_000010", | |
| "fecha": "2025-07-14", | |
| "hora": "05:10:03", | |
| "fecha_hora": "2025-07-14 05:10:03", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4641", | |
| "comercio": "AT&T", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 797.35, | |
| "ciudad": "Puebla", | |
| "distancia_km": 19.61, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000290", | |
| "cliente_id": "CLI_000058", | |
| "fecha": "2025-07-27", | |
| "hora": "22:09:04", | |
| "fecha_hora": "2025-07-27 22:09:04", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1622", | |
| "comercio": "Cinemex", | |
| "categoria": "Entretenimiento", | |
| "monto": 2102.81, | |
| "ciudad": "Cancún", | |
| "distancia_km": 412.73, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000291", | |
| "cliente_id": "CLI_000093", | |
| "fecha": "2025-08-25", | |
| "hora": "04:22:06", | |
| "fecha_hora": "2025-08-25 04:22:06", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5784", | |
| "comercio": "Starbucks", | |
| "categoria": "Restaurante", | |
| "monto": 240.6, | |
| "ciudad": "Mérida", | |
| "distancia_km": 0.74, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000292", | |
| "cliente_id": "CLI_000062", | |
| "fecha": "2025-09-30", | |
| "hora": "02:55:48", | |
| "fecha_hora": "2025-09-30 02:55:48", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9682", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 1083.26, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 9.31, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000293", | |
| "cliente_id": "CLI_000082", | |
| "fecha": "2025-08-26", | |
| "hora": "05:09:18", | |
| "fecha_hora": "2025-08-26 05:09:18", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2273", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 9074.59, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 9.05, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000294", | |
| "cliente_id": "CLI_000012", | |
| "fecha": "2025-07-04", | |
| "hora": "23:02:52", | |
| "fecha_hora": "2025-07-04 23:02:52", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1143", | |
| "comercio": "Airbnb", | |
| "categoria": "Viajes", | |
| "monto": 7945.84, | |
| "ciudad": "Mérida", | |
| "distancia_km": 9.32, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000295", | |
| "cliente_id": "CLI_000077", | |
| "fecha": "2025-08-17", | |
| "hora": "18:53:29", | |
| "fecha_hora": "2025-08-17 18:53:29", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1378", | |
| "comercio": "Aeroméxico", | |
| "categoria": "Viajes", | |
| "monto": 3387.84, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 24.42, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000296", | |
| "cliente_id": "CLI_000189", | |
| "fecha": "2025-07-14", | |
| "hora": "09:32:02", | |
| "fecha_hora": "2025-07-14 09:32:02", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3243", | |
| "comercio": "Amazon Web Services", | |
| "categoria": "Educación", | |
| "monto": 1024.94, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 19.6, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000297", | |
| "cliente_id": "CLI_000050", | |
| "fecha": "2025-08-24", | |
| "hora": "18:07:41", | |
| "fecha_hora": "2025-08-24 18:07:41", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3474", | |
| "comercio": "Uber", | |
| "categoria": "Servicios", | |
| "monto": 86.01, | |
| "ciudad": "Cancún", | |
| "distancia_km": 30.86, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000298", | |
| "cliente_id": "CLI_000061", | |
| "fecha": "2025-09-13", | |
| "hora": "21:41:41", | |
| "fecha_hora": "2025-09-13 21:41:41", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8503", | |
| "comercio": "Amazon", | |
| "categoria": "Electrónica", | |
| "monto": 12778.74, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 49.65, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000299", | |
| "cliente_id": "CLI_000085", | |
| "fecha": "2025-09-19", | |
| "hora": "09:17:11", | |
| "fecha_hora": "2025-09-19 09:17:11", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8581", | |
| "comercio": "Airbnb", | |
| "categoria": "Viajes", | |
| "monto": 11542.77, | |
| "ciudad": "Mérida", | |
| "distancia_km": 43.86, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000300", | |
| "cliente_id": "CLI_000066", | |
| "fecha": "2025-08-05", | |
| "hora": "09:52:38", | |
| "fecha_hora": "2025-08-05 09:52:38", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2991", | |
| "comercio": "Costco", | |
| "categoria": "Supermercado", | |
| "monto": 609.6, | |
| "ciudad": "León", | |
| "distancia_km": 23.87, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000301", | |
| "cliente_id": "CLI_000076", | |
| "fecha": "2025-09-21", | |
| "hora": "20:12:31", | |
| "fecha_hora": "2025-09-21 20:12:31", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7462", | |
| "comercio": "Coursera", | |
| "categoria": "Educación", | |
| "monto": 3619.46, | |
| "ciudad": "Puebla", | |
| "distancia_km": 28.65, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000302", | |
| "cliente_id": "CLI_000159", | |
| "fecha": "2025-09-21", | |
| "hora": "18:40:36", | |
| "fecha_hora": "2025-09-21 18:40:36", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2586", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 9405.34, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 25.14, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000303", | |
| "cliente_id": "CLI_000019", | |
| "fecha": "2025-09-19", | |
| "hora": "23:08:55", | |
| "fecha_hora": "2025-09-19 23:08:55", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6983", | |
| "comercio": "Amazon", | |
| "categoria": "Electrónica", | |
| "monto": 6357.36, | |
| "ciudad": "Mérida", | |
| "distancia_km": 43.76, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000304", | |
| "cliente_id": "CLI_000050", | |
| "fecha": "2025-09-28", | |
| "hora": "23:05:30", | |
| "fecha_hora": "2025-09-28 23:05:30", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1861", | |
| "comercio": "Starbucks", | |
| "categoria": "Restaurante", | |
| "monto": 713.44, | |
| "ciudad": "Cancún", | |
| "distancia_km": 27.3, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000305", | |
| "cliente_id": "CLI_000163", | |
| "fecha": "2025-08-18", | |
| "hora": "10:59:29", | |
| "fecha_hora": "2025-08-18 10:59:29", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4260", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 836.4, | |
| "ciudad": "Puebla", | |
| "distancia_km": 33.09, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000306", | |
| "cliente_id": "CLI_000153", | |
| "fecha": "2025-09-20", | |
| "hora": "04:12:16", | |
| "fecha_hora": "2025-09-20 04:12:16", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2590", | |
| "comercio": "H&M", | |
| "categoria": "Ropa", | |
| "monto": 1762.17, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 46.73, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000307", | |
| "cliente_id": "CLI_000069", | |
| "fecha": "2025-09-30", | |
| "hora": "22:34:56", | |
| "fecha_hora": "2025-09-30 22:34:56", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7020", | |
| "comercio": "Amazon Web Services", | |
| "categoria": "Educación", | |
| "monto": 1059.92, | |
| "ciudad": "Cancún", | |
| "distancia_km": 46.52, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000308", | |
| "cliente_id": "CLI_000075", | |
| "fecha": "2025-08-21", | |
| "hora": "05:04:22", | |
| "fecha_hora": "2025-08-21 05:04:22", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5162", | |
| "comercio": "Best Buy", | |
| "categoria": "Electrónica", | |
| "monto": 14634.2, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 42.7, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000309", | |
| "cliente_id": "CLI_000102", | |
| "fecha": "2025-07-07", | |
| "hora": "23:09:07", | |
| "fecha_hora": "2025-07-07 23:09:07", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1668", | |
| "comercio": "Cinemex", | |
| "categoria": "Entretenimiento", | |
| "monto": 458.54, | |
| "ciudad": "León", | |
| "distancia_km": 45.34, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000310", | |
| "cliente_id": "CLI_000102", | |
| "fecha": "2025-09-18", | |
| "hora": "21:50:18", | |
| "fecha_hora": "2025-09-18 21:50:18", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8472", | |
| "comercio": "Best Buy", | |
| "categoria": "Electrónica", | |
| "monto": 2243.61, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 12.7, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000311", | |
| "cliente_id": "CLI_000139", | |
| "fecha": "2025-07-19", | |
| "hora": "16:25:23", | |
| "fecha_hora": "2025-07-19 16:25:23", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6646", | |
| "comercio": "McDonald's", | |
| "categoria": "Restaurante", | |
| "monto": 1884.78, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 46.4, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000312", | |
| "cliente_id": "CLI_000102", | |
| "fecha": "2025-08-24", | |
| "hora": "18:21:54", | |
| "fecha_hora": "2025-08-24 18:21:54", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5346", | |
| "comercio": "Starbucks", | |
| "categoria": "Restaurante", | |
| "monto": 825.6, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 12.0, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000313", | |
| "cliente_id": "CLI_000134", | |
| "fecha": "2025-09-07", | |
| "hora": "06:39:24", | |
| "fecha_hora": "2025-09-07 06:39:24", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9306", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 5799.1, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 22.34, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000314", | |
| "cliente_id": "CLI_000186", | |
| "fecha": "2025-07-29", | |
| "hora": "12:21:18", | |
| "fecha_hora": "2025-07-29 12:21:18", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2813", | |
| "comercio": "Shell", | |
| "categoria": "Gasolina", | |
| "monto": 1040.39, | |
| "ciudad": "Toluca", | |
| "distancia_km": 19.6, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000315", | |
| "cliente_id": "CLI_000197", | |
| "fecha": "2025-07-13", | |
| "hora": "01:05:35", | |
| "fecha_hora": "2025-07-13 01:05:35", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7950", | |
| "comercio": "Chedraui", | |
| "categoria": "Supermercado", | |
| "monto": 1795.11, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 8.64, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000316", | |
| "cliente_id": "CLI_000089", | |
| "fecha": "2025-07-25", | |
| "hora": "04:32:50", | |
| "fecha_hora": "2025-07-25 04:32:50", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1739", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 887.92, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 8.7, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000317", | |
| "cliente_id": "CLI_000045", | |
| "fecha": "2025-10-01", | |
| "hora": "11:04:26", | |
| "fecha_hora": "2025-10-01 11:04:26", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8304", | |
| "comercio": "Totalplay", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 782.97, | |
| "ciudad": "León", | |
| "distancia_km": 8.12, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000318", | |
| "cliente_id": "CLI_000078", | |
| "fecha": "2025-08-02", | |
| "hora": "12:21:26", | |
| "fecha_hora": "2025-08-02 12:21:26", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9741", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 3939.08, | |
| "ciudad": "Puebla", | |
| "distancia_km": 32.9, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000319", | |
| "cliente_id": "CLI_000087", | |
| "fecha": "2025-08-24", | |
| "hora": "06:48:25", | |
| "fecha_hora": "2025-08-24 06:48:25", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5455", | |
| "comercio": "Booking.com", | |
| "categoria": "Viajes", | |
| "monto": 16202.75, | |
| "ciudad": "Mérida", | |
| "distancia_km": 22.63, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000320", | |
| "cliente_id": "CLI_000196", | |
| "fecha": "2025-09-17", | |
| "hora": "02:01:04", | |
| "fecha_hora": "2025-09-17 02:01:04", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5277", | |
| "comercio": "Coursera", | |
| "categoria": "Educación", | |
| "monto": 4310.62, | |
| "ciudad": "Cancún", | |
| "distancia_km": 40.87, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000321", | |
| "cliente_id": "CLI_000026", | |
| "fecha": "2025-08-02", | |
| "hora": "23:25:59", | |
| "fecha_hora": "2025-08-02 23:25:59", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7989", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 7479.19, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 24.41, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000322", | |
| "cliente_id": "CLI_000135", | |
| "fecha": "2025-08-23", | |
| "hora": "02:43:27", | |
| "fecha_hora": "2025-08-23 02:43:27", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4368", | |
| "comercio": "Mobil", | |
| "categoria": "Gasolina", | |
| "monto": 2441.79, | |
| "ciudad": "Cancún", | |
| "distancia_km": 219.86, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000323", | |
| "cliente_id": "CLI_000001", | |
| "fecha": "2025-08-24", | |
| "hora": "22:03:57", | |
| "fecha_hora": "2025-08-24 22:03:57", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5581", | |
| "comercio": "Shell", | |
| "categoria": "Gasolina", | |
| "monto": 506.13, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 3.39, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000324", | |
| "cliente_id": "CLI_000019", | |
| "fecha": "2025-09-23", | |
| "hora": "07:45:55", | |
| "fecha_hora": "2025-09-23 07:45:55", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1650", | |
| "comercio": "Domino's", | |
| "categoria": "Restaurante", | |
| "monto": 793.03, | |
| "ciudad": "Puebla", | |
| "distancia_km": 6.86, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000325", | |
| "cliente_id": "CLI_000120", | |
| "fecha": "2025-08-14", | |
| "hora": "10:16:28", | |
| "fecha_hora": "2025-08-14 10:16:28", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4122", | |
| "comercio": "La Comer", | |
| "categoria": "Supermercado", | |
| "monto": 2601.53, | |
| "ciudad": "Puebla", | |
| "distancia_km": 23.44, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000326", | |
| "cliente_id": "CLI_000027", | |
| "fecha": "2025-09-06", | |
| "hora": "16:04:53", | |
| "fecha_hora": "2025-09-06 16:04:53", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8683", | |
| "comercio": "H&M", | |
| "categoria": "Ropa", | |
| "monto": 4667.53, | |
| "ciudad": "Cancún", | |
| "distancia_km": 32.0, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000327", | |
| "cliente_id": "CLI_000058", | |
| "fecha": "2025-08-12", | |
| "hora": "09:54:44", | |
| "fecha_hora": "2025-08-12 09:54:44", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6792", | |
| "comercio": "Airbnb", | |
| "categoria": "Viajes", | |
| "monto": 16908.36, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 18.22, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000328", | |
| "cliente_id": "CLI_000141", | |
| "fecha": "2025-07-21", | |
| "hora": "08:58:09", | |
| "fecha_hora": "2025-07-21 08:58:09", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7617", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 481.87, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 2.11, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000329", | |
| "cliente_id": "CLI_000170", | |
| "fecha": "2025-08-28", | |
| "hora": "06:06:08", | |
| "fecha_hora": "2025-08-28 06:06:08", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5378", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 9552.87, | |
| "ciudad": "León", | |
| "distancia_km": 13.06, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000330", | |
| "cliente_id": "CLI_000151", | |
| "fecha": "2025-09-10", | |
| "hora": "22:55:33", | |
| "fecha_hora": "2025-09-10 22:55:33", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8625", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 2825.05, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 43.98, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000331", | |
| "cliente_id": "CLI_000029", | |
| "fecha": "2025-08-19", | |
| "hora": "23:24:13", | |
| "fecha_hora": "2025-08-19 23:24:13", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9292", | |
| "comercio": "Despegar", | |
| "categoria": "Viajes", | |
| "monto": 4239.11, | |
| "ciudad": "Toluca", | |
| "distancia_km": 28.84, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000332", | |
| "cliente_id": "CLI_000167", | |
| "fecha": "2025-09-14", | |
| "hora": "09:55:49", | |
| "fecha_hora": "2025-09-14 09:55:49", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9170", | |
| "comercio": "Totalplay", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 220.54, | |
| "ciudad": "León", | |
| "distancia_km": 1.42, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000333", | |
| "cliente_id": "CLI_000062", | |
| "fecha": "2025-09-01", | |
| "hora": "03:47:51", | |
| "fecha_hora": "2025-09-01 03:47:51", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2739", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 978.02, | |
| "ciudad": "León", | |
| "distancia_km": 22.39, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000334", | |
| "cliente_id": "CLI_000018", | |
| "fecha": "2025-09-15", | |
| "hora": "23:15:00", | |
| "fecha_hora": "2025-09-15 23:15:00", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1108", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 103.85, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 28.85, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000335", | |
| "cliente_id": "CLI_000100", | |
| "fecha": "2025-07-05", | |
| "hora": "15:24:58", | |
| "fecha_hora": "2025-07-05 15:24:58", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4869", | |
| "comercio": "H&M", | |
| "categoria": "Ropa", | |
| "monto": 3513.01, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 31.48, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000336", | |
| "cliente_id": "CLI_000194", | |
| "fecha": "2025-08-26", | |
| "hora": "20:46:29", | |
| "fecha_hora": "2025-08-26 20:46:29", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9122", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 212.23, | |
| "ciudad": "Toluca", | |
| "distancia_km": 42.1, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000337", | |
| "cliente_id": "CLI_000014", | |
| "fecha": "2025-09-24", | |
| "hora": "17:21:37", | |
| "fecha_hora": "2025-09-24 17:21:37", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8152", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 764.5, | |
| "ciudad": "Mérida", | |
| "distancia_km": 47.75, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000338", | |
| "cliente_id": "CLI_000021", | |
| "fecha": "2025-08-29", | |
| "hora": "10:54:23", | |
| "fecha_hora": "2025-08-29 10:54:23", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6484", | |
| "comercio": "Movistar", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 666.99, | |
| "ciudad": "Cancún", | |
| "distancia_km": 43.11, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000339", | |
| "cliente_id": "CLI_000114", | |
| "fecha": "2025-07-20", | |
| "hora": "02:46:40", | |
| "fecha_hora": "2025-07-20 02:46:40", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4347", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 317.77, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 34.1, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000340", | |
| "cliente_id": "CLI_000043", | |
| "fecha": "2025-09-08", | |
| "hora": "22:15:32", | |
| "fecha_hora": "2025-09-08 22:15:32", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8064", | |
| "comercio": "McDonald's", | |
| "categoria": "Restaurante", | |
| "monto": 1405.9, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 5.68, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000341", | |
| "cliente_id": "CLI_000063", | |
| "fecha": "2025-07-25", | |
| "hora": "21:49:45", | |
| "fecha_hora": "2025-07-25 21:49:45", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6341", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 776.57, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 4.75, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000342", | |
| "cliente_id": "CLI_000098", | |
| "fecha": "2025-08-05", | |
| "hora": "13:33:43", | |
| "fecha_hora": "2025-08-05 13:33:43", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4537", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 493.84, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 36.92, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000343", | |
| "cliente_id": "CLI_000164", | |
| "fecha": "2025-08-22", | |
| "hora": "23:31:31", | |
| "fecha_hora": "2025-08-22 23:31:31", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7570", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 5289.87, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 17.87, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000344", | |
| "cliente_id": "CLI_000078", | |
| "fecha": "2025-09-06", | |
| "hora": "13:09:03", | |
| "fecha_hora": "2025-09-06 13:09:03", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2109", | |
| "comercio": "Amazon Web Services", | |
| "categoria": "Educación", | |
| "monto": 4934.63, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 5.77, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000345", | |
| "cliente_id": "CLI_000057", | |
| "fecha": "2025-07-12", | |
| "hora": "10:39:29", | |
| "fecha_hora": "2025-07-12 10:39:29", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8391", | |
| "comercio": "Airbnb", | |
| "categoria": "Viajes", | |
| "monto": 4040.04, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 38.64, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000346", | |
| "cliente_id": "CLI_000116", | |
| "fecha": "2025-09-11", | |
| "hora": "16:01:35", | |
| "fecha_hora": "2025-09-11 16:01:35", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4153", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 204.55, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 4.31, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000347", | |
| "cliente_id": "CLI_000173", | |
| "fecha": "2025-08-26", | |
| "hora": "12:59:14", | |
| "fecha_hora": "2025-08-26 12:59:14", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7135", | |
| "comercio": "Totalplay", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 730.92, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 20.53, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000348", | |
| "cliente_id": "CLI_000028", | |
| "fecha": "2025-08-14", | |
| "hora": "13:59:59", | |
| "fecha_hora": "2025-08-14 13:59:59", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1151", | |
| "comercio": "Cinépolis", | |
| "categoria": "Entretenimiento", | |
| "monto": 137.29, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 24.38, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000349", | |
| "cliente_id": "CLI_000155", | |
| "fecha": "2025-08-03", | |
| "hora": "09:02:50", | |
| "fecha_hora": "2025-08-03 09:02:50", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9522", | |
| "comercio": "Amazon", | |
| "categoria": "Electrónica", | |
| "monto": 4092.5, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 46.53, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000350", | |
| "cliente_id": "CLI_000146", | |
| "fecha": "2025-08-01", | |
| "hora": "18:09:50", | |
| "fecha_hora": "2025-08-01 18:09:50", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2123", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 9374.88, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 12.95, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000351", | |
| "cliente_id": "CLI_000091", | |
| "fecha": "2025-09-04", | |
| "hora": "08:20:51", | |
| "fecha_hora": "2025-09-04 08:20:51", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7974", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 1355.56, | |
| "ciudad": "Cancún", | |
| "distancia_km": 33.65, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000352", | |
| "cliente_id": "CLI_000045", | |
| "fecha": "2025-07-14", | |
| "hora": "17:24:51", | |
| "fecha_hora": "2025-07-14 17:24:51", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9564", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 185.23, | |
| "ciudad": "Puebla", | |
| "distancia_km": 33.47, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000353", | |
| "cliente_id": "CLI_000062", | |
| "fecha": "2025-08-08", | |
| "hora": "09:04:09", | |
| "fecha_hora": "2025-08-08 09:04:09", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8417", | |
| "comercio": "Booking.com", | |
| "categoria": "Viajes", | |
| "monto": 18336.24, | |
| "ciudad": "Toluca", | |
| "distancia_km": 22.5, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000354", | |
| "cliente_id": "CLI_000095", | |
| "fecha": "2025-07-04", | |
| "hora": "18:52:47", | |
| "fecha_hora": "2025-07-04 18:52:47", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1991", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 3267.81, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 48.82, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000355", | |
| "cliente_id": "CLI_000083", | |
| "fecha": "2025-09-09", | |
| "hora": "21:15:52", | |
| "fecha_hora": "2025-09-09 21:15:52", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7144", | |
| "comercio": "Spotify", | |
| "categoria": "Entretenimiento", | |
| "monto": 875.44, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 3.78, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000356", | |
| "cliente_id": "CLI_000151", | |
| "fecha": "2025-09-26", | |
| "hora": "06:43:02", | |
| "fecha_hora": "2025-09-26 06:43:02", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3662", | |
| "comercio": "Mobil", | |
| "categoria": "Gasolina", | |
| "monto": 1307.62, | |
| "ciudad": "León", | |
| "distancia_km": 37.63, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000357", | |
| "cliente_id": "CLI_000078", | |
| "fecha": "2025-07-20", | |
| "hora": "01:48:35", | |
| "fecha_hora": "2025-07-20 01:48:35", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7128", | |
| "comercio": "Liverpool", | |
| "categoria": "Ropa", | |
| "monto": 4314.71, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 16.93, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000358", | |
| "cliente_id": "CLI_000090", | |
| "fecha": "2025-09-09", | |
| "hora": "04:33:17", | |
| "fecha_hora": "2025-09-09 04:33:17", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4125", | |
| "comercio": "Movistar", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 2385.03, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 381.07, | |
| "es_horario_inusual": true, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000359", | |
| "cliente_id": "CLI_000029", | |
| "fecha": "2025-07-10", | |
| "hora": "08:36:48", | |
| "fecha_hora": "2025-07-10 08:36:48", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5607", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 8204.12, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 49.27, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000360", | |
| "cliente_id": "CLI_000013", | |
| "fecha": "2025-09-25", | |
| "hora": "19:55:10", | |
| "fecha_hora": "2025-09-25 19:55:10", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5479", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 657.68, | |
| "ciudad": "Cancún", | |
| "distancia_km": 11.06, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000361", | |
| "cliente_id": "CLI_000166", | |
| "fecha": "2025-07-28", | |
| "hora": "11:39:28", | |
| "fecha_hora": "2025-07-28 11:39:28", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5298", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 6946.94, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 16.22, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000362", | |
| "cliente_id": "CLI_000128", | |
| "fecha": "2025-08-09", | |
| "hora": "23:12:14", | |
| "fecha_hora": "2025-08-09 23:12:14", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6117", | |
| "comercio": "Cinépolis", | |
| "categoria": "Entretenimiento", | |
| "monto": 219.85, | |
| "ciudad": "León", | |
| "distancia_km": 42.99, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000363", | |
| "cliente_id": "CLI_000132", | |
| "fecha": "2025-09-13", | |
| "hora": "20:05:52", | |
| "fecha_hora": "2025-09-13 20:05:52", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8316", | |
| "comercio": "Coursera", | |
| "categoria": "Educación", | |
| "monto": 3728.4, | |
| "ciudad": "Cancún", | |
| "distancia_km": 49.27, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000364", | |
| "cliente_id": "CLI_000084", | |
| "fecha": "2025-09-22", | |
| "hora": "16:04:18", | |
| "fecha_hora": "2025-09-22 16:04:18", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8812", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 1351.48, | |
| "ciudad": "Cancún", | |
| "distancia_km": 22.07, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000365", | |
| "cliente_id": "CLI_000071", | |
| "fecha": "2025-09-28", | |
| "hora": "11:47:47", | |
| "fecha_hora": "2025-09-28 11:47:47", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8775", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 583.24, | |
| "ciudad": "Toluca", | |
| "distancia_km": 4.22, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000366", | |
| "cliente_id": "CLI_000099", | |
| "fecha": "2025-07-26", | |
| "hora": "23:49:28", | |
| "fecha_hora": "2025-07-26 23:49:28", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8591", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 302.56, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 35.51, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000367", | |
| "cliente_id": "CLI_000065", | |
| "fecha": "2025-07-30", | |
| "hora": "07:12:46", | |
| "fecha_hora": "2025-07-30 07:12:46", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3277", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 383.99, | |
| "ciudad": "Cancún", | |
| "distancia_km": 3.34, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000368", | |
| "cliente_id": "CLI_000132", | |
| "fecha": "2025-09-16", | |
| "hora": "04:28:42", | |
| "fecha_hora": "2025-09-16 04:28:42", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6579", | |
| "comercio": "Despegar", | |
| "categoria": "Viajes", | |
| "monto": 3508.47, | |
| "ciudad": "Mérida", | |
| "distancia_km": 32.01, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000369", | |
| "cliente_id": "CLI_000022", | |
| "fecha": "2025-07-22", | |
| "hora": "23:00:54", | |
| "fecha_hora": "2025-07-22 23:00:54", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4646", | |
| "comercio": "Soriana", | |
| "categoria": "Supermercado", | |
| "monto": 2603.22, | |
| "ciudad": "Toluca", | |
| "distancia_km": 39.64, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000370", | |
| "cliente_id": "CLI_000043", | |
| "fecha": "2025-09-22", | |
| "hora": "03:41:50", | |
| "fecha_hora": "2025-09-22 03:41:50", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4699", | |
| "comercio": "H&M", | |
| "categoria": "Ropa", | |
| "monto": 3630.69, | |
| "ciudad": "León", | |
| "distancia_km": 7.97, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000371", | |
| "cliente_id": "CLI_000058", | |
| "fecha": "2025-07-30", | |
| "hora": "20:27:18", | |
| "fecha_hora": "2025-07-30 20:27:18", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2252", | |
| "comercio": "Zara", | |
| "categoria": "Ropa", | |
| "monto": 1662.65, | |
| "ciudad": "Toluca", | |
| "distancia_km": 0.13, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000372", | |
| "cliente_id": "CLI_000062", | |
| "fecha": "2025-09-16", | |
| "hora": "11:53:36", | |
| "fecha_hora": "2025-09-16 11:53:36", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1277", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 1559.73, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 43.54, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000373", | |
| "cliente_id": "CLI_000124", | |
| "fecha": "2025-08-18", | |
| "hora": "17:06:13", | |
| "fecha_hora": "2025-08-18 17:06:13", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6810", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 1172.18, | |
| "ciudad": "Toluca", | |
| "distancia_km": 4.02, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000374", | |
| "cliente_id": "CLI_000065", | |
| "fecha": "2025-09-14", | |
| "hora": "18:51:55", | |
| "fecha_hora": "2025-09-14 18:51:55", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2525", | |
| "comercio": "Farmacia Guadalajara", | |
| "categoria": "Farmacia", | |
| "monto": 394.64, | |
| "ciudad": "León", | |
| "distancia_km": 34.78, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000375", | |
| "cliente_id": "CLI_000189", | |
| "fecha": "2025-07-14", | |
| "hora": "23:08:34", | |
| "fecha_hora": "2025-07-14 23:08:34", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8829", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 3298.42, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 39.06, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000376", | |
| "cliente_id": "CLI_000180", | |
| "fecha": "2025-07-22", | |
| "hora": "02:37:02", | |
| "fecha_hora": "2025-07-22 02:37:02", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2139", | |
| "comercio": "McDonald's", | |
| "categoria": "Restaurante", | |
| "monto": 1544.95, | |
| "ciudad": "Toluca", | |
| "distancia_km": 47.48, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000377", | |
| "cliente_id": "CLI_000062", | |
| "fecha": "2025-08-02", | |
| "hora": "09:35:37", | |
| "fecha_hora": "2025-08-02 09:35:37", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1733", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 18739.27, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 38.64, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000378", | |
| "cliente_id": "CLI_000070", | |
| "fecha": "2025-09-30", | |
| "hora": "23:56:42", | |
| "fecha_hora": "2025-09-30 23:56:42", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7151", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 532.42, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 24.7, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000379", | |
| "cliente_id": "CLI_000118", | |
| "fecha": "2025-09-10", | |
| "hora": "19:15:37", | |
| "fecha_hora": "2025-09-10 19:15:37", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1328", | |
| "comercio": "La Comer", | |
| "categoria": "Supermercado", | |
| "monto": 1586.27, | |
| "ciudad": "León", | |
| "distancia_km": 20.71, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000380", | |
| "cliente_id": "CLI_000161", | |
| "fecha": "2025-07-09", | |
| "hora": "15:59:33", | |
| "fecha_hora": "2025-07-09 15:59:33", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2338", | |
| "comercio": "Cinépolis", | |
| "categoria": "Entretenimiento", | |
| "monto": 1131.43, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 18.58, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000381", | |
| "cliente_id": "CLI_000106", | |
| "fecha": "2025-09-23", | |
| "hora": "03:24:45", | |
| "fecha_hora": "2025-09-23 03:24:45", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5319", | |
| "comercio": "Starbucks", | |
| "categoria": "Restaurante", | |
| "monto": 1037.72, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 30.62, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000382", | |
| "cliente_id": "CLI_000076", | |
| "fecha": "2025-09-17", | |
| "hora": "04:37:43", | |
| "fecha_hora": "2025-09-17 04:37:43", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6949", | |
| "comercio": "Aeroméxico", | |
| "categoria": "Viajes", | |
| "monto": 18072.55, | |
| "ciudad": "Toluca", | |
| "distancia_km": 38.59, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000383", | |
| "cliente_id": "CLI_000159", | |
| "fecha": "2025-08-23", | |
| "hora": "23:29:49", | |
| "fecha_hora": "2025-08-23 23:29:49", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3433", | |
| "comercio": "Cinemex", | |
| "categoria": "Entretenimiento", | |
| "monto": 896.69, | |
| "ciudad": "Cancún", | |
| "distancia_km": 46.97, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000384", | |
| "cliente_id": "CLI_000172", | |
| "fecha": "2025-07-05", | |
| "hora": "22:48:14", | |
| "fecha_hora": "2025-07-05 22:48:14", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7292", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 4273.3, | |
| "ciudad": "León", | |
| "distancia_km": 40.31, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000385", | |
| "cliente_id": "CLI_000110", | |
| "fecha": "2025-09-01", | |
| "hora": "04:56:34", | |
| "fecha_hora": "2025-09-01 04:56:34", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1988", | |
| "comercio": "RadioShack", | |
| "categoria": "Electrónica", | |
| "monto": 8256.83, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 27.92, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000386", | |
| "cliente_id": "CLI_000194", | |
| "fecha": "2025-09-20", | |
| "hora": "20:27:29", | |
| "fecha_hora": "2025-09-20 20:27:29", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4539", | |
| "comercio": "KFC", | |
| "categoria": "Restaurante", | |
| "monto": 1293.48, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 12.92, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000387", | |
| "cliente_id": "CLI_000052", | |
| "fecha": "2025-09-16", | |
| "hora": "16:38:45", | |
| "fecha_hora": "2025-09-16 16:38:45", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2013", | |
| "comercio": "Coppel", | |
| "categoria": "Ropa", | |
| "monto": 388.29, | |
| "ciudad": "Puebla", | |
| "distancia_km": 31.52, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000388", | |
| "cliente_id": "CLI_000153", | |
| "fecha": "2025-07-04", | |
| "hora": "06:12:08", | |
| "fecha_hora": "2025-07-04 06:12:08", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7519", | |
| "comercio": "DiDi", | |
| "categoria": "Servicios", | |
| "monto": 284.76, | |
| "ciudad": "Cancún", | |
| "distancia_km": 36.7, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000389", | |
| "cliente_id": "CLI_000159", | |
| "fecha": "2025-07-23", | |
| "hora": "08:14:34", | |
| "fecha_hora": "2025-07-23 08:14:34", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8018", | |
| "comercio": "La Comer", | |
| "categoria": "Supermercado", | |
| "monto": 2255.73, | |
| "ciudad": "León", | |
| "distancia_km": 21.59, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000390", | |
| "cliente_id": "CLI_000140", | |
| "fecha": "2025-07-14", | |
| "hora": "23:45:02", | |
| "fecha_hora": "2025-07-14 23:45:02", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1231", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 3576.98, | |
| "ciudad": "León", | |
| "distancia_km": 5.86, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000391", | |
| "cliente_id": "CLI_000127", | |
| "fecha": "2025-07-30", | |
| "hora": "06:58:05", | |
| "fecha_hora": "2025-07-30 06:58:05", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8460", | |
| "comercio": "Shell", | |
| "categoria": "Gasolina", | |
| "monto": 3138.91, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 428.92, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000392", | |
| "cliente_id": "CLI_000131", | |
| "fecha": "2025-09-17", | |
| "hora": "00:30:49", | |
| "fecha_hora": "2025-09-17 00:30:49", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4534", | |
| "comercio": "Telcel", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 593.99, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 22.5, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000393", | |
| "cliente_id": "CLI_000147", | |
| "fecha": "2025-08-14", | |
| "hora": "01:43:21", | |
| "fecha_hora": "2025-08-14 01:43:21", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3218", | |
| "comercio": "Despegar", | |
| "categoria": "Viajes", | |
| "monto": 10735.97, | |
| "ciudad": "Cancún", | |
| "distancia_km": 43.96, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000394", | |
| "cliente_id": "CLI_000161", | |
| "fecha": "2025-09-23", | |
| "hora": "03:54:20", | |
| "fecha_hora": "2025-09-23 03:54:20", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3128", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 3580.99, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 0.38, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000395", | |
| "cliente_id": "CLI_000175", | |
| "fecha": "2025-09-16", | |
| "hora": "18:18:58", | |
| "fecha_hora": "2025-09-16 18:18:58", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5976", | |
| "comercio": "Subway", | |
| "categoria": "Restaurante", | |
| "monto": 1067.95, | |
| "ciudad": "León", | |
| "distancia_km": 4.71, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000396", | |
| "cliente_id": "CLI_000172", | |
| "fecha": "2025-08-10", | |
| "hora": "17:43:08", | |
| "fecha_hora": "2025-08-10 17:43:08", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7112", | |
| "comercio": "Telcel", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 341.49, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 29.39, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000397", | |
| "cliente_id": "CLI_000135", | |
| "fecha": "2025-09-10", | |
| "hora": "18:44:22", | |
| "fecha_hora": "2025-09-10 18:44:22", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3235", | |
| "comercio": "RadioShack", | |
| "categoria": "Electrónica", | |
| "monto": 11537.42, | |
| "ciudad": "Puebla", | |
| "distancia_km": 25.25, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000398", | |
| "cliente_id": "CLI_000096", | |
| "fecha": "2025-08-06", | |
| "hora": "00:51:24", | |
| "fecha_hora": "2025-08-06 00:51:24", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7298", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 3980.21, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 44.64, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000399", | |
| "cliente_id": "CLI_000096", | |
| "fecha": "2025-07-08", | |
| "hora": "04:11:04", | |
| "fecha_hora": "2025-07-08 04:11:04", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3619", | |
| "comercio": "Best Buy", | |
| "categoria": "Electrónica", | |
| "monto": 10991.06, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 18.42, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000400", | |
| "cliente_id": "CLI_000153", | |
| "fecha": "2025-08-12", | |
| "hora": "18:10:36", | |
| "fecha_hora": "2025-08-12 18:10:36", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1940", | |
| "comercio": "Totalplay", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 291.2, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 14.52, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000401", | |
| "cliente_id": "CLI_000178", | |
| "fecha": "2025-08-07", | |
| "hora": "17:19:07", | |
| "fecha_hora": "2025-08-07 17:19:07", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6987", | |
| "comercio": "Coppel", | |
| "categoria": "Ropa", | |
| "monto": 4616.23, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 15.57, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000402", | |
| "cliente_id": "CLI_000186", | |
| "fecha": "2025-07-11", | |
| "hora": "20:45:17", | |
| "fecha_hora": "2025-07-11 20:45:17", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5409", | |
| "comercio": "Coursera", | |
| "categoria": "Educación", | |
| "monto": 1338.35, | |
| "ciudad": "Cancún", | |
| "distancia_km": 35.43, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000403", | |
| "cliente_id": "CLI_000073", | |
| "fecha": "2025-08-12", | |
| "hora": "02:41:20", | |
| "fecha_hora": "2025-08-12 02:41:20", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6360", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 3365.87, | |
| "ciudad": "Cancún", | |
| "distancia_km": 7.91, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000404", | |
| "cliente_id": "CLI_000165", | |
| "fecha": "2025-08-15", | |
| "hora": "11:21:17", | |
| "fecha_hora": "2025-08-15 11:21:17", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6098", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 529.4, | |
| "ciudad": "León", | |
| "distancia_km": 27.42, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000405", | |
| "cliente_id": "CLI_000196", | |
| "fecha": "2025-08-06", | |
| "hora": "01:49:27", | |
| "fecha_hora": "2025-08-06 01:49:27", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6459", | |
| "comercio": "Airbnb", | |
| "categoria": "Viajes", | |
| "monto": 1824.96, | |
| "ciudad": "Mérida", | |
| "distancia_km": 43.78, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000406", | |
| "cliente_id": "CLI_000121", | |
| "fecha": "2025-09-26", | |
| "hora": "23:56:48", | |
| "fecha_hora": "2025-09-26 23:56:48", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9214", | |
| "comercio": "Chedraui", | |
| "categoria": "Supermercado", | |
| "monto": 1802.87, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 32.27, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000407", | |
| "cliente_id": "CLI_000189", | |
| "fecha": "2025-09-07", | |
| "hora": "08:41:26", | |
| "fecha_hora": "2025-09-07 08:41:26", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9910", | |
| "comercio": "San Pablo", | |
| "categoria": "Farmacia", | |
| "monto": 298.92, | |
| "ciudad": "Toluca", | |
| "distancia_km": 46.57, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000408", | |
| "cliente_id": "CLI_000086", | |
| "fecha": "2025-07-21", | |
| "hora": "03:39:43", | |
| "fecha_hora": "2025-07-21 03:39:43", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9523", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 1960.22, | |
| "ciudad": "Toluca", | |
| "distancia_km": 32.17, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000409", | |
| "cliente_id": "CLI_000059", | |
| "fecha": "2025-09-05", | |
| "hora": "12:55:47", | |
| "fecha_hora": "2025-09-05 12:55:47", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4112", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 417.45, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 16.52, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000410", | |
| "cliente_id": "CLI_000087", | |
| "fecha": "2025-08-31", | |
| "hora": "10:45:21", | |
| "fecha_hora": "2025-08-31 10:45:21", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7007", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 5525.06, | |
| "ciudad": "Toluca", | |
| "distancia_km": 9.04, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000411", | |
| "cliente_id": "CLI_000094", | |
| "fecha": "2025-07-25", | |
| "hora": "18:23:57", | |
| "fecha_hora": "2025-07-25 18:23:57", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7545", | |
| "comercio": "Costco", | |
| "categoria": "Supermercado", | |
| "monto": 559.21, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 46.86, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000412", | |
| "cliente_id": "CLI_000064", | |
| "fecha": "2025-07-24", | |
| "hora": "16:04:14", | |
| "fecha_hora": "2025-07-24 16:04:14", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4665", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 1059.85, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 2.21, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000413", | |
| "cliente_id": "CLI_000148", | |
| "fecha": "2025-10-01", | |
| "hora": "04:56:50", | |
| "fecha_hora": "2025-10-01 04:56:50", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1818", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 489.92, | |
| "ciudad": "Cancún", | |
| "distancia_km": 46.41, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000414", | |
| "cliente_id": "CLI_000008", | |
| "fecha": "2025-07-11", | |
| "hora": "02:41:52", | |
| "fecha_hora": "2025-07-11 02:41:52", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3730", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 937.11, | |
| "ciudad": "Cancún", | |
| "distancia_km": 28.84, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000415", | |
| "cliente_id": "CLI_000194", | |
| "fecha": "2025-09-20", | |
| "hora": "14:40:30", | |
| "fecha_hora": "2025-09-20 14:40:30", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4406", | |
| "comercio": "Airbnb", | |
| "categoria": "Viajes", | |
| "monto": 55851.79, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 325.41, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000416", | |
| "cliente_id": "CLI_000040", | |
| "fecha": "2025-07-30", | |
| "hora": "15:10:35", | |
| "fecha_hora": "2025-07-30 15:10:35", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7583", | |
| "comercio": "Best Buy", | |
| "categoria": "Electrónica", | |
| "monto": 1136.18, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 6.5, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000417", | |
| "cliente_id": "CLI_000062", | |
| "fecha": "2025-09-08", | |
| "hora": "05:38:38", | |
| "fecha_hora": "2025-09-08 05:38:38", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7340", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 535.04, | |
| "ciudad": "León", | |
| "distancia_km": 26.43, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000418", | |
| "cliente_id": "CLI_000065", | |
| "fecha": "2025-09-01", | |
| "hora": "12:55:57", | |
| "fecha_hora": "2025-09-01 12:55:57", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7449", | |
| "comercio": "Chevron", | |
| "categoria": "Gasolina", | |
| "monto": 1220.57, | |
| "ciudad": "Puebla", | |
| "distancia_km": 0.97, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000419", | |
| "cliente_id": "CLI_000028", | |
| "fecha": "2025-07-16", | |
| "hora": "10:11:04", | |
| "fecha_hora": "2025-07-16 10:11:04", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9233", | |
| "comercio": "Best Buy", | |
| "categoria": "Electrónica", | |
| "monto": 11454.72, | |
| "ciudad": "Puebla", | |
| "distancia_km": 17.05, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000420", | |
| "cliente_id": "CLI_000052", | |
| "fecha": "2025-07-07", | |
| "hora": "16:15:52", | |
| "fecha_hora": "2025-07-07 16:15:52", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3800", | |
| "comercio": "Amazon Web Services", | |
| "categoria": "Educación", | |
| "monto": 4759.08, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 39.05, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000421", | |
| "cliente_id": "CLI_000177", | |
| "fecha": "2025-08-18", | |
| "hora": "03:41:13", | |
| "fecha_hora": "2025-08-18 03:41:13", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6590", | |
| "comercio": "Starbucks", | |
| "categoria": "Restaurante", | |
| "monto": 294.88, | |
| "ciudad": "Puebla", | |
| "distancia_km": 1.38, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000422", | |
| "cliente_id": "CLI_000055", | |
| "fecha": "2025-08-19", | |
| "hora": "19:58:42", | |
| "fecha_hora": "2025-08-19 19:58:42", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8832", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 466.92, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 26.28, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000423", | |
| "cliente_id": "CLI_000007", | |
| "fecha": "2025-08-29", | |
| "hora": "22:20:19", | |
| "fecha_hora": "2025-08-29 22:20:19", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5500", | |
| "comercio": "Airbnb", | |
| "categoria": "Viajes", | |
| "monto": 5476.55, | |
| "ciudad": "Puebla", | |
| "distancia_km": 33.44, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000424", | |
| "cliente_id": "CLI_000091", | |
| "fecha": "2025-08-04", | |
| "hora": "19:12:28", | |
| "fecha_hora": "2025-08-04 19:12:28", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4060", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 138.79, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 23.49, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000425", | |
| "cliente_id": "CLI_000083", | |
| "fecha": "2025-08-08", | |
| "hora": "12:21:37", | |
| "fecha_hora": "2025-08-08 12:21:37", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3238", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 425.12, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 11.08, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000426", | |
| "cliente_id": "CLI_000073", | |
| "fecha": "2025-07-11", | |
| "hora": "17:28:49", | |
| "fecha_hora": "2025-07-11 17:28:49", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3357", | |
| "comercio": "KFC", | |
| "categoria": "Restaurante", | |
| "monto": 1344.94, | |
| "ciudad": "Toluca", | |
| "distancia_km": 2.22, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000427", | |
| "cliente_id": "CLI_000173", | |
| "fecha": "2025-07-26", | |
| "hora": "22:16:43", | |
| "fecha_hora": "2025-07-26 22:16:43", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2868", | |
| "comercio": "Netflix", | |
| "categoria": "Entretenimiento", | |
| "monto": 1161.91, | |
| "ciudad": "Mérida", | |
| "distancia_km": 22.35, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000428", | |
| "cliente_id": "CLI_000104", | |
| "fecha": "2025-08-28", | |
| "hora": "11:32:27", | |
| "fecha_hora": "2025-08-28 11:32:27", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6095", | |
| "comercio": "Cornershop", | |
| "categoria": "Servicios", | |
| "monto": 940.74, | |
| "ciudad": "Mérida", | |
| "distancia_km": 36.98, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000429", | |
| "cliente_id": "CLI_000129", | |
| "fecha": "2025-07-16", | |
| "hora": "13:11:29", | |
| "fecha_hora": "2025-07-16 13:11:29", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8110", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 5979.17, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 2.27, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000430", | |
| "cliente_id": "CLI_000180", | |
| "fecha": "2025-08-25", | |
| "hora": "01:49:13", | |
| "fecha_hora": "2025-08-25 01:49:13", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9822", | |
| "comercio": "Subway", | |
| "categoria": "Restaurante", | |
| "monto": 1405.17, | |
| "ciudad": "Cancún", | |
| "distancia_km": 32.53, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000431", | |
| "cliente_id": "CLI_000081", | |
| "fecha": "2025-07-18", | |
| "hora": "11:41:44", | |
| "fecha_hora": "2025-07-18 11:41:44", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2259", | |
| "comercio": "Movistar", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 518.07, | |
| "ciudad": "Cancún", | |
| "distancia_km": 30.58, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000432", | |
| "cliente_id": "CLI_000112", | |
| "fecha": "2025-08-02", | |
| "hora": "16:59:32", | |
| "fecha_hora": "2025-08-02 16:59:32", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8749", | |
| "comercio": "H&M", | |
| "categoria": "Ropa", | |
| "monto": 3635.81, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 13.06, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000433", | |
| "cliente_id": "CLI_000115", | |
| "fecha": "2025-08-29", | |
| "hora": "10:40:23", | |
| "fecha_hora": "2025-08-29 10:40:23", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5816", | |
| "comercio": "Movistar", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 537.08, | |
| "ciudad": "Mérida", | |
| "distancia_km": 12.84, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000434", | |
| "cliente_id": "CLI_000084", | |
| "fecha": "2025-07-09", | |
| "hora": "22:44:23", | |
| "fecha_hora": "2025-07-09 22:44:23", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2203", | |
| "comercio": "Starbucks", | |
| "categoria": "Restaurante", | |
| "monto": 322.71, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 47.55, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000435", | |
| "cliente_id": "CLI_000192", | |
| "fecha": "2025-09-09", | |
| "hora": "06:08:18", | |
| "fecha_hora": "2025-09-09 06:08:18", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9200", | |
| "comercio": "Movistar", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 416.65, | |
| "ciudad": "Mérida", | |
| "distancia_km": 15.09, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000436", | |
| "cliente_id": "CLI_000129", | |
| "fecha": "2025-09-07", | |
| "hora": "03:59:52", | |
| "fecha_hora": "2025-09-07 03:59:52", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8173", | |
| "comercio": "Soriana", | |
| "categoria": "Supermercado", | |
| "monto": 1676.39, | |
| "ciudad": "León", | |
| "distancia_km": 11.58, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000437", | |
| "cliente_id": "CLI_000018", | |
| "fecha": "2025-08-11", | |
| "hora": "16:25:01", | |
| "fecha_hora": "2025-08-11 16:25:01", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7639", | |
| "comercio": "AT&T", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 438.82, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 24.41, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000438", | |
| "cliente_id": "CLI_000101", | |
| "fecha": "2025-08-13", | |
| "hora": "09:45:49", | |
| "fecha_hora": "2025-08-13 09:45:49", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4774", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 2205.54, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 5.99, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000439", | |
| "cliente_id": "CLI_000005", | |
| "fecha": "2025-08-22", | |
| "hora": "17:46:39", | |
| "fecha_hora": "2025-08-22 17:46:39", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6739", | |
| "comercio": "Best Buy", | |
| "categoria": "Electrónica", | |
| "monto": 4372.59, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 38.11, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000440", | |
| "cliente_id": "CLI_000021", | |
| "fecha": "2025-09-12", | |
| "hora": "04:17:54", | |
| "fecha_hora": "2025-09-12 04:17:54", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8855", | |
| "comercio": "Cinemex", | |
| "categoria": "Entretenimiento", | |
| "monto": 1115.82, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 42.46, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000441", | |
| "cliente_id": "CLI_000111", | |
| "fecha": "2025-07-27", | |
| "hora": "23:23:20", | |
| "fecha_hora": "2025-07-27 23:23:20", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4244", | |
| "comercio": "Best Buy", | |
| "categoria": "Electrónica", | |
| "monto": 14718.09, | |
| "ciudad": "Puebla", | |
| "distancia_km": 1.29, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000442", | |
| "cliente_id": "CLI_000176", | |
| "fecha": "2025-09-30", | |
| "hora": "06:31:13", | |
| "fecha_hora": "2025-09-30 06:31:13", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6225", | |
| "comercio": "Amazon", | |
| "categoria": "Electrónica", | |
| "monto": 6271.59, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 35.6, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000443", | |
| "cliente_id": "CLI_000036", | |
| "fecha": "2025-08-10", | |
| "hora": "11:28:12", | |
| "fecha_hora": "2025-08-10 11:28:12", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3251", | |
| "comercio": "Starbucks", | |
| "categoria": "Restaurante", | |
| "monto": 743.82, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 23.45, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000444", | |
| "cliente_id": "CLI_000020", | |
| "fecha": "2025-08-10", | |
| "hora": "02:45:58", | |
| "fecha_hora": "2025-08-10 02:45:58", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1483", | |
| "comercio": "DiDi", | |
| "categoria": "Servicios", | |
| "monto": 710.62, | |
| "ciudad": "Mérida", | |
| "distancia_km": 4.02, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000445", | |
| "cliente_id": "CLI_000019", | |
| "fecha": "2025-08-28", | |
| "hora": "04:02:31", | |
| "fecha_hora": "2025-08-28 04:02:31", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6731", | |
| "comercio": "Cinemex", | |
| "categoria": "Entretenimiento", | |
| "monto": 646.43, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 20.67, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000446", | |
| "cliente_id": "CLI_000135", | |
| "fecha": "2025-07-23", | |
| "hora": "15:56:51", | |
| "fecha_hora": "2025-07-23 15:56:51", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1643", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 850.49, | |
| "ciudad": "Puebla", | |
| "distancia_km": 41.84, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000447", | |
| "cliente_id": "CLI_000140", | |
| "fecha": "2025-07-22", | |
| "hora": "16:44:57", | |
| "fecha_hora": "2025-07-22 16:44:57", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9652", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 3127.15, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 35.05, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000448", | |
| "cliente_id": "CLI_000021", | |
| "fecha": "2025-09-29", | |
| "hora": "06:03:49", | |
| "fecha_hora": "2025-09-29 06:03:49", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7182", | |
| "comercio": "Despegar", | |
| "categoria": "Viajes", | |
| "monto": 10408.08, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 31.39, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000449", | |
| "cliente_id": "CLI_000076", | |
| "fecha": "2025-08-31", | |
| "hora": "06:20:44", | |
| "fecha_hora": "2025-08-31 06:20:44", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5846", | |
| "comercio": "Aeroméxico", | |
| "categoria": "Viajes", | |
| "monto": 5447.48, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 26.9, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000450", | |
| "cliente_id": "CLI_000097", | |
| "fecha": "2025-08-11", | |
| "hora": "23:13:33", | |
| "fecha_hora": "2025-08-11 23:13:33", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2182", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 2416.97, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 31.92, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000451", | |
| "cliente_id": "CLI_000051", | |
| "fecha": "2025-07-29", | |
| "hora": "16:01:41", | |
| "fecha_hora": "2025-07-29 16:01:41", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2926", | |
| "comercio": "H&M", | |
| "categoria": "Ropa", | |
| "monto": 3246.11, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 12.49, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000452", | |
| "cliente_id": "CLI_000082", | |
| "fecha": "2025-08-09", | |
| "hora": "18:40:41", | |
| "fecha_hora": "2025-08-09 18:40:41", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9011", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 9311.04, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 29.4, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000453", | |
| "cliente_id": "CLI_000041", | |
| "fecha": "2025-08-28", | |
| "hora": "18:37:01", | |
| "fecha_hora": "2025-08-28 18:37:01", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2955", | |
| "comercio": "Amazon Web Services", | |
| "categoria": "Educación", | |
| "monto": 371.53, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 45.58, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000454", | |
| "cliente_id": "CLI_000165", | |
| "fecha": "2025-07-06", | |
| "hora": "15:59:41", | |
| "fecha_hora": "2025-07-06 15:59:41", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3737", | |
| "comercio": "Cinépolis", | |
| "categoria": "Entretenimiento", | |
| "monto": 618.1, | |
| "ciudad": "Toluca", | |
| "distancia_km": 31.88, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000455", | |
| "cliente_id": "CLI_000142", | |
| "fecha": "2025-08-07", | |
| "hora": "15:10:52", | |
| "fecha_hora": "2025-08-07 15:10:52", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8631", | |
| "comercio": "San Pablo", | |
| "categoria": "Farmacia", | |
| "monto": 455.93, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 9.4, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000456", | |
| "cliente_id": "CLI_000149", | |
| "fecha": "2025-08-23", | |
| "hora": "10:49:05", | |
| "fecha_hora": "2025-08-23 10:49:05", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7919", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 6585.45, | |
| "ciudad": "Toluca", | |
| "distancia_km": 33.98, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000457", | |
| "cliente_id": "CLI_000063", | |
| "fecha": "2025-09-29", | |
| "hora": "02:27:24", | |
| "fecha_hora": "2025-09-29 02:27:24", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6876", | |
| "comercio": "Domino's", | |
| "categoria": "Restaurante", | |
| "monto": 208.9, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 4.65, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000458", | |
| "cliente_id": "CLI_000172", | |
| "fecha": "2025-09-09", | |
| "hora": "13:01:05", | |
| "fecha_hora": "2025-09-09 13:01:05", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2339", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 823.85, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 16.19, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000459", | |
| "cliente_id": "CLI_000048", | |
| "fecha": "2025-09-10", | |
| "hora": "08:40:41", | |
| "fecha_hora": "2025-09-10 08:40:41", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1923", | |
| "comercio": "RadioShack", | |
| "categoria": "Electrónica", | |
| "monto": 1904.37, | |
| "ciudad": "Cancún", | |
| "distancia_km": 3.43, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000460", | |
| "cliente_id": "CLI_000186", | |
| "fecha": "2025-08-31", | |
| "hora": "03:49:27", | |
| "fecha_hora": "2025-08-31 03:49:27", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9313", | |
| "comercio": "Aeroméxico", | |
| "categoria": "Viajes", | |
| "monto": 17267.38, | |
| "ciudad": "Cancún", | |
| "distancia_km": 46.94, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000461", | |
| "cliente_id": "CLI_000127", | |
| "fecha": "2025-09-27", | |
| "hora": "06:14:38", | |
| "fecha_hora": "2025-09-27 06:14:38", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1705", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 1514.28, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 46.48, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000462", | |
| "cliente_id": "CLI_000041", | |
| "fecha": "2025-07-22", | |
| "hora": "11:35:25", | |
| "fecha_hora": "2025-07-22 11:35:25", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7423", | |
| "comercio": "Chedraui", | |
| "categoria": "Supermercado", | |
| "monto": 1522.88, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 25.85, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000463", | |
| "cliente_id": "CLI_000013", | |
| "fecha": "2025-08-20", | |
| "hora": "21:19:44", | |
| "fecha_hora": "2025-08-20 21:19:44", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3719", | |
| "comercio": "Telcel", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 569.85, | |
| "ciudad": "Mérida", | |
| "distancia_km": 31.93, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000464", | |
| "cliente_id": "CLI_000163", | |
| "fecha": "2025-09-20", | |
| "hora": "16:05:17", | |
| "fecha_hora": "2025-09-20 16:05:17", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2481", | |
| "comercio": "Despegar", | |
| "categoria": "Viajes", | |
| "monto": 12919.7, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 12.19, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000465", | |
| "cliente_id": "CLI_000161", | |
| "fecha": "2025-08-11", | |
| "hora": "17:40:51", | |
| "fecha_hora": "2025-08-11 17:40:51", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5932", | |
| "comercio": "Booking.com", | |
| "categoria": "Viajes", | |
| "monto": 9010.13, | |
| "ciudad": "Toluca", | |
| "distancia_km": 40.93, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000466", | |
| "cliente_id": "CLI_000161", | |
| "fecha": "2025-08-05", | |
| "hora": "03:22:49", | |
| "fecha_hora": "2025-08-05 03:22:49", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4484", | |
| "comercio": "Zara", | |
| "categoria": "Ropa", | |
| "monto": 3423.52, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 9.81, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000467", | |
| "cliente_id": "CLI_000125", | |
| "fecha": "2025-08-05", | |
| "hora": "04:51:54", | |
| "fecha_hora": "2025-08-05 04:51:54", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3579", | |
| "comercio": "Coursera", | |
| "categoria": "Educación", | |
| "monto": 4119.19, | |
| "ciudad": "Puebla", | |
| "distancia_km": 23.64, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000468", | |
| "cliente_id": "CLI_000018", | |
| "fecha": "2025-08-11", | |
| "hora": "02:59:09", | |
| "fecha_hora": "2025-08-11 02:59:09", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9470", | |
| "comercio": "Subway", | |
| "categoria": "Restaurante", | |
| "monto": 317.79, | |
| "ciudad": "León", | |
| "distancia_km": 36.56, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000469", | |
| "cliente_id": "CLI_000105", | |
| "fecha": "2025-07-18", | |
| "hora": "16:57:20", | |
| "fecha_hora": "2025-07-18 16:57:20", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8026", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 619.6, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 37.85, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000470", | |
| "cliente_id": "CLI_000128", | |
| "fecha": "2025-09-26", | |
| "hora": "01:37:31", | |
| "fecha_hora": "2025-09-26 01:37:31", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2247", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 6762.99, | |
| "ciudad": "Cancún", | |
| "distancia_km": 22.98, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000471", | |
| "cliente_id": "CLI_000031", | |
| "fecha": "2025-09-17", | |
| "hora": "23:21:50", | |
| "fecha_hora": "2025-09-17 23:21:50", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8922", | |
| "comercio": "Cinépolis", | |
| "categoria": "Entretenimiento", | |
| "monto": 245.32, | |
| "ciudad": "Mérida", | |
| "distancia_km": 17.47, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000472", | |
| "cliente_id": "CLI_000040", | |
| "fecha": "2025-09-14", | |
| "hora": "15:35:01", | |
| "fecha_hora": "2025-09-14 15:35:01", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3442", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 331.36, | |
| "ciudad": "Cancún", | |
| "distancia_km": 17.71, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000473", | |
| "cliente_id": "CLI_000181", | |
| "fecha": "2025-08-19", | |
| "hora": "16:27:54", | |
| "fecha_hora": "2025-08-19 16:27:54", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2611", | |
| "comercio": "Farmacia Guadalajara", | |
| "categoria": "Farmacia", | |
| "monto": 452.09, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 23.25, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000474", | |
| "cliente_id": "CLI_000178", | |
| "fecha": "2025-09-22", | |
| "hora": "12:13:04", | |
| "fecha_hora": "2025-09-22 12:13:04", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9978", | |
| "comercio": "McDonald's", | |
| "categoria": "Restaurante", | |
| "monto": 5321.87, | |
| "ciudad": "Puebla", | |
| "distancia_km": 220.94, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000475", | |
| "cliente_id": "CLI_000060", | |
| "fecha": "2025-07-16", | |
| "hora": "17:46:21", | |
| "fecha_hora": "2025-07-16 17:46:21", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1295", | |
| "comercio": "Zara", | |
| "categoria": "Ropa", | |
| "monto": 4352.74, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 31.6, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000476", | |
| "cliente_id": "CLI_000021", | |
| "fecha": "2025-09-14", | |
| "hora": "01:10:48", | |
| "fecha_hora": "2025-09-14 01:10:48", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7550", | |
| "comercio": "Cornershop", | |
| "categoria": "Servicios", | |
| "monto": 554.73, | |
| "ciudad": "Mérida", | |
| "distancia_km": 47.02, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000477", | |
| "cliente_id": "CLI_000167", | |
| "fecha": "2025-07-31", | |
| "hora": "04:15:19", | |
| "fecha_hora": "2025-07-31 04:15:19", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8342", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 9694.31, | |
| "ciudad": "Mérida", | |
| "distancia_km": 25.49, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000478", | |
| "cliente_id": "CLI_000036", | |
| "fecha": "2025-09-07", | |
| "hora": "08:50:30", | |
| "fecha_hora": "2025-09-07 08:50:30", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5752", | |
| "comercio": "Cinemex", | |
| "categoria": "Entretenimiento", | |
| "monto": 1249.44, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 1.85, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000479", | |
| "cliente_id": "CLI_000198", | |
| "fecha": "2025-07-05", | |
| "hora": "09:29:38", | |
| "fecha_hora": "2025-07-05 09:29:38", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6148", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 10696.57, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 22.16, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000480", | |
| "cliente_id": "CLI_000114", | |
| "fecha": "2025-08-27", | |
| "hora": "15:22:45", | |
| "fecha_hora": "2025-08-27 15:22:45", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2812", | |
| "comercio": "Amazon", | |
| "categoria": "Electrónica", | |
| "monto": 2319.8, | |
| "ciudad": "Cancún", | |
| "distancia_km": 27.61, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000481", | |
| "cliente_id": "CLI_000050", | |
| "fecha": "2025-09-19", | |
| "hora": "17:50:45", | |
| "fecha_hora": "2025-09-19 17:50:45", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6359", | |
| "comercio": "San Pablo", | |
| "categoria": "Farmacia", | |
| "monto": 528.08, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 5.7, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000482", | |
| "cliente_id": "CLI_000046", | |
| "fecha": "2025-07-14", | |
| "hora": "16:59:31", | |
| "fecha_hora": "2025-07-14 16:59:31", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1804", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 4106.81, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 1.64, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000483", | |
| "cliente_id": "CLI_000049", | |
| "fecha": "2025-08-25", | |
| "hora": "08:08:30", | |
| "fecha_hora": "2025-08-25 08:08:30", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7221", | |
| "comercio": "McDonald's", | |
| "categoria": "Restaurante", | |
| "monto": 1047.4, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 7.77, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000484", | |
| "cliente_id": "CLI_000200", | |
| "fecha": "2025-08-20", | |
| "hora": "01:04:56", | |
| "fecha_hora": "2025-08-20 01:04:56", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3007", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 1408.95, | |
| "ciudad": "Cancún", | |
| "distancia_km": 29.02, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000485", | |
| "cliente_id": "CLI_000097", | |
| "fecha": "2025-07-24", | |
| "hora": "18:39:34", | |
| "fecha_hora": "2025-07-24 18:39:34", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1736", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 2254.5, | |
| "ciudad": "Puebla", | |
| "distancia_km": 11.12, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000486", | |
| "cliente_id": "CLI_000048", | |
| "fecha": "2025-08-06", | |
| "hora": "16:34:06", | |
| "fecha_hora": "2025-08-06 16:34:06", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5948", | |
| "comercio": "Chedraui", | |
| "categoria": "Supermercado", | |
| "monto": 2760.85, | |
| "ciudad": "Puebla", | |
| "distancia_km": 24.55, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000487", | |
| "cliente_id": "CLI_000103", | |
| "fecha": "2025-08-31", | |
| "hora": "02:16:07", | |
| "fecha_hora": "2025-08-31 02:16:07", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5073", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 311.62, | |
| "ciudad": "Toluca", | |
| "distancia_km": 4.62, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000488", | |
| "cliente_id": "CLI_000012", | |
| "fecha": "2025-07-04", | |
| "hora": "21:47:10", | |
| "fecha_hora": "2025-07-04 21:47:10", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2478", | |
| "comercio": "RadioShack", | |
| "categoria": "Electrónica", | |
| "monto": 1570.49, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 36.8, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000489", | |
| "cliente_id": "CLI_000091", | |
| "fecha": "2025-09-12", | |
| "hora": "02:06:16", | |
| "fecha_hora": "2025-09-12 02:06:16", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9297", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 577.59, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 16.42, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000490", | |
| "cliente_id": "CLI_000177", | |
| "fecha": "2025-08-20", | |
| "hora": "15:34:59", | |
| "fecha_hora": "2025-08-20 15:34:59", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4386", | |
| "comercio": "Chevron", | |
| "categoria": "Gasolina", | |
| "monto": 316.05, | |
| "ciudad": "Toluca", | |
| "distancia_km": 34.55, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000491", | |
| "cliente_id": "CLI_000027", | |
| "fecha": "2025-07-17", | |
| "hora": "15:18:06", | |
| "fecha_hora": "2025-07-17 15:18:06", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4143", | |
| "comercio": "Amazon", | |
| "categoria": "Electrónica", | |
| "monto": 6712.86, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 13.76, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000492", | |
| "cliente_id": "CLI_000116", | |
| "fecha": "2025-07-29", | |
| "hora": "13:44:30", | |
| "fecha_hora": "2025-07-29 13:44:30", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7018", | |
| "comercio": "Booking.com", | |
| "categoria": "Viajes", | |
| "monto": 10182.11, | |
| "ciudad": "Mérida", | |
| "distancia_km": 21.8, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000493", | |
| "cliente_id": "CLI_000144", | |
| "fecha": "2025-09-08", | |
| "hora": "14:12:14", | |
| "fecha_hora": "2025-09-08 14:12:14", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8842", | |
| "comercio": "Chevron", | |
| "categoria": "Gasolina", | |
| "monto": 1066.29, | |
| "ciudad": "Toluca", | |
| "distancia_km": 38.59, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000494", | |
| "cliente_id": "CLI_000181", | |
| "fecha": "2025-08-08", | |
| "hora": "11:04:36", | |
| "fecha_hora": "2025-08-08 11:04:36", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1924", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 6364.9, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 22.06, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000495", | |
| "cliente_id": "CLI_000141", | |
| "fecha": "2025-09-02", | |
| "hora": "21:30:38", | |
| "fecha_hora": "2025-09-02 21:30:38", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9702", | |
| "comercio": "Aeroméxico", | |
| "categoria": "Viajes", | |
| "monto": 16964.7, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 27.54, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000496", | |
| "cliente_id": "CLI_000080", | |
| "fecha": "2025-08-30", | |
| "hora": "06:36:09", | |
| "fecha_hora": "2025-08-30 06:36:09", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3156", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 2818.72, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 9.87, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000497", | |
| "cliente_id": "CLI_000200", | |
| "fecha": "2025-07-20", | |
| "hora": "19:26:28", | |
| "fecha_hora": "2025-07-20 19:26:28", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2183", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 8665.09, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 1.93, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000498", | |
| "cliente_id": "CLI_000011", | |
| "fecha": "2025-08-16", | |
| "hora": "11:47:02", | |
| "fecha_hora": "2025-08-16 11:47:02", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6521", | |
| "comercio": "Farmacia Guadalajara", | |
| "categoria": "Farmacia", | |
| "monto": 740.51, | |
| "ciudad": "Mérida", | |
| "distancia_km": 6.65, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000499", | |
| "cliente_id": "CLI_000096", | |
| "fecha": "2025-09-12", | |
| "hora": "15:35:16", | |
| "fecha_hora": "2025-09-12 15:35:16", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9694", | |
| "comercio": "RadioShack", | |
| "categoria": "Electrónica", | |
| "monto": 4164.23, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 42.4, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000500", | |
| "cliente_id": "CLI_000098", | |
| "fecha": "2025-09-15", | |
| "hora": "16:05:56", | |
| "fecha_hora": "2025-09-15 16:05:56", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2884", | |
| "comercio": "BP", | |
| "categoria": "Gasolina", | |
| "monto": 1367.6, | |
| "ciudad": "Mérida", | |
| "distancia_km": 49.6, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000501", | |
| "cliente_id": "CLI_000192", | |
| "fecha": "2025-07-27", | |
| "hora": "19:33:11", | |
| "fecha_hora": "2025-07-27 19:33:11", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7581", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 1558.19, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 28.38, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000502", | |
| "cliente_id": "CLI_000073", | |
| "fecha": "2025-08-24", | |
| "hora": "10:10:04", | |
| "fecha_hora": "2025-08-24 10:10:04", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4460", | |
| "comercio": "Walmart", | |
| "categoria": "Supermercado", | |
| "monto": 1304.56, | |
| "ciudad": "Toluca", | |
| "distancia_km": 18.63, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000503", | |
| "cliente_id": "CLI_000190", | |
| "fecha": "2025-07-26", | |
| "hora": "16:18:55", | |
| "fecha_hora": "2025-07-26 16:18:55", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5181", | |
| "comercio": "H&M", | |
| "categoria": "Ropa", | |
| "monto": 4878.65, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 38.55, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000504", | |
| "cliente_id": "CLI_000012", | |
| "fecha": "2025-09-10", | |
| "hora": "05:00:10", | |
| "fecha_hora": "2025-09-10 05:00:10", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6433", | |
| "comercio": "Farmacia Guadalajara", | |
| "categoria": "Farmacia", | |
| "monto": 561.38, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 21.83, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000505", | |
| "cliente_id": "CLI_000027", | |
| "fecha": "2025-09-22", | |
| "hora": "00:21:28", | |
| "fecha_hora": "2025-09-22 00:21:28", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1855", | |
| "comercio": "Starbucks", | |
| "categoria": "Restaurante", | |
| "monto": 1934.79, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 5.76, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000506", | |
| "cliente_id": "CLI_000117", | |
| "fecha": "2025-09-26", | |
| "hora": "05:32:44", | |
| "fecha_hora": "2025-09-26 05:32:44", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2966", | |
| "comercio": "San Pablo", | |
| "categoria": "Farmacia", | |
| "monto": 1779.82, | |
| "ciudad": "Toluca", | |
| "distancia_km": 96.16, | |
| "es_horario_inusual": true, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000507", | |
| "cliente_id": "CLI_000006", | |
| "fecha": "2025-08-07", | |
| "hora": "14:56:17", | |
| "fecha_hora": "2025-08-07 14:56:17", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3177", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 13672.99, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 36.28, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000508", | |
| "cliente_id": "CLI_000074", | |
| "fecha": "2025-09-29", | |
| "hora": "05:04:53", | |
| "fecha_hora": "2025-09-29 05:04:53", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4153", | |
| "comercio": "Aeroméxico", | |
| "categoria": "Viajes", | |
| "monto": 18263.04, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 41.75, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000509", | |
| "cliente_id": "CLI_000024", | |
| "fecha": "2025-09-05", | |
| "hora": "22:01:44", | |
| "fecha_hora": "2025-09-05 22:01:44", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2815", | |
| "comercio": "Movistar", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 649.27, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 36.25, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000510", | |
| "cliente_id": "CLI_000045", | |
| "fecha": "2025-09-06", | |
| "hora": "00:42:17", | |
| "fecha_hora": "2025-09-06 00:42:17", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1538", | |
| "comercio": "Spotify", | |
| "categoria": "Entretenimiento", | |
| "monto": 1058.0, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 16.08, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000511", | |
| "cliente_id": "CLI_000111", | |
| "fecha": "2025-07-28", | |
| "hora": "22:54:08", | |
| "fecha_hora": "2025-07-28 22:54:08", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5906", | |
| "comercio": "Chevron", | |
| "categoria": "Gasolina", | |
| "monto": 393.64, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 15.78, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000512", | |
| "cliente_id": "CLI_000130", | |
| "fecha": "2025-07-07", | |
| "hora": "02:29:40", | |
| "fecha_hora": "2025-07-07 02:29:40", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1997", | |
| "comercio": "Cinépolis", | |
| "categoria": "Entretenimiento", | |
| "monto": 662.44, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 30.35, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000513", | |
| "cliente_id": "CLI_000109", | |
| "fecha": "2025-09-22", | |
| "hora": "16:08:48", | |
| "fecha_hora": "2025-09-22 16:08:48", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5404", | |
| "comercio": "Best Buy", | |
| "categoria": "Electrónica", | |
| "monto": 4271.9, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 7.47, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000514", | |
| "cliente_id": "CLI_000108", | |
| "fecha": "2025-09-20", | |
| "hora": "16:41:37", | |
| "fecha_hora": "2025-09-20 16:41:37", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6421", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 7918.76, | |
| "ciudad": "Cancún", | |
| "distancia_km": 10.07, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000515", | |
| "cliente_id": "CLI_000138", | |
| "fecha": "2025-09-12", | |
| "hora": "16:10:12", | |
| "fecha_hora": "2025-09-12 16:10:12", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8838", | |
| "comercio": "Spotify", | |
| "categoria": "Entretenimiento", | |
| "monto": 1284.47, | |
| "ciudad": "Puebla", | |
| "distancia_km": 9.63, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000516", | |
| "cliente_id": "CLI_000009", | |
| "fecha": "2025-08-28", | |
| "hora": "14:38:31", | |
| "fecha_hora": "2025-08-28 14:38:31", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5503", | |
| "comercio": "Movistar", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 568.19, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 26.0, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000517", | |
| "cliente_id": "CLI_000178", | |
| "fecha": "2025-09-08", | |
| "hora": "17:03:30", | |
| "fecha_hora": "2025-09-08 17:03:30", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7648", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 8077.46, | |
| "ciudad": "León", | |
| "distancia_km": 10.44, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000518", | |
| "cliente_id": "CLI_000004", | |
| "fecha": "2025-08-25", | |
| "hora": "11:56:33", | |
| "fecha_hora": "2025-08-25 11:56:33", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5057", | |
| "comercio": "KFC", | |
| "categoria": "Restaurante", | |
| "monto": 1383.63, | |
| "ciudad": "Toluca", | |
| "distancia_km": 37.0, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000519", | |
| "cliente_id": "CLI_000191", | |
| "fecha": "2025-08-19", | |
| "hora": "22:33:00", | |
| "fecha_hora": "2025-08-19 22:33:00", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9382", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 4245.94, | |
| "ciudad": "Cancún", | |
| "distancia_km": 40.68, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000520", | |
| "cliente_id": "CLI_000074", | |
| "fecha": "2025-09-04", | |
| "hora": "02:22:15", | |
| "fecha_hora": "2025-09-04 02:22:15", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3568", | |
| "comercio": "Airbnb", | |
| "categoria": "Viajes", | |
| "monto": 1271.84, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 22.47, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000521", | |
| "cliente_id": "CLI_000195", | |
| "fecha": "2025-07-08", | |
| "hora": "16:58:21", | |
| "fecha_hora": "2025-07-08 16:58:21", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9300", | |
| "comercio": "Best Buy", | |
| "categoria": "Electrónica", | |
| "monto": 10561.31, | |
| "ciudad": "León", | |
| "distancia_km": 29.25, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000522", | |
| "cliente_id": "CLI_000083", | |
| "fecha": "2025-07-05", | |
| "hora": "02:47:44", | |
| "fecha_hora": "2025-07-05 02:47:44", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2914", | |
| "comercio": "Mobil", | |
| "categoria": "Gasolina", | |
| "monto": 1238.32, | |
| "ciudad": "Mérida", | |
| "distancia_km": 6.47, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000523", | |
| "cliente_id": "CLI_000078", | |
| "fecha": "2025-07-15", | |
| "hora": "07:30:40", | |
| "fecha_hora": "2025-07-15 07:30:40", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7361", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 4192.6, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 30.46, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000524", | |
| "cliente_id": "CLI_000199", | |
| "fecha": "2025-08-27", | |
| "hora": "21:25:54", | |
| "fecha_hora": "2025-08-27 21:25:54", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2011", | |
| "comercio": "Coppel", | |
| "categoria": "Ropa", | |
| "monto": 2425.39, | |
| "ciudad": "Puebla", | |
| "distancia_km": 35.9, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000525", | |
| "cliente_id": "CLI_000183", | |
| "fecha": "2025-08-13", | |
| "hora": "13:44:48", | |
| "fecha_hora": "2025-08-13 13:44:48", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1854", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 8699.45, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 20.26, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000526", | |
| "cliente_id": "CLI_000010", | |
| "fecha": "2025-08-01", | |
| "hora": "08:05:47", | |
| "fecha_hora": "2025-08-01 08:05:47", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4642", | |
| "comercio": "Amazon", | |
| "categoria": "Electrónica", | |
| "monto": 10152.62, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 39.14, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000527", | |
| "cliente_id": "CLI_000083", | |
| "fecha": "2025-09-11", | |
| "hora": "00:07:28", | |
| "fecha_hora": "2025-09-11 00:07:28", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4668", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 383.79, | |
| "ciudad": "Mérida", | |
| "distancia_km": 41.37, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000528", | |
| "cliente_id": "CLI_000024", | |
| "fecha": "2025-07-26", | |
| "hora": "23:45:53", | |
| "fecha_hora": "2025-07-26 23:45:53", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2095", | |
| "comercio": "Zara", | |
| "categoria": "Ropa", | |
| "monto": 2994.09, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 18.74, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000529", | |
| "cliente_id": "CLI_000013", | |
| "fecha": "2025-08-31", | |
| "hora": "10:26:58", | |
| "fecha_hora": "2025-08-31 10:26:58", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7345", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 657.94, | |
| "ciudad": "Mérida", | |
| "distancia_km": 21.07, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000530", | |
| "cliente_id": "CLI_000122", | |
| "fecha": "2025-07-04", | |
| "hora": "09:20:28", | |
| "fecha_hora": "2025-07-04 09:20:28", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1082", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 273.64, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 29.43, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000531", | |
| "cliente_id": "CLI_000029", | |
| "fecha": "2025-09-28", | |
| "hora": "02:13:02", | |
| "fecha_hora": "2025-09-28 02:13:02", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7065", | |
| "comercio": "KFC", | |
| "categoria": "Restaurante", | |
| "monto": 1794.11, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 26.23, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000532", | |
| "cliente_id": "CLI_000022", | |
| "fecha": "2025-08-11", | |
| "hora": "10:54:33", | |
| "fecha_hora": "2025-08-11 10:54:33", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5956", | |
| "comercio": "San Pablo", | |
| "categoria": "Farmacia", | |
| "monto": 301.9, | |
| "ciudad": "Toluca", | |
| "distancia_km": 44.82, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000533", | |
| "cliente_id": "CLI_000124", | |
| "fecha": "2025-09-20", | |
| "hora": "16:02:24", | |
| "fecha_hora": "2025-09-20 16:02:24", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3375", | |
| "comercio": "Starbucks", | |
| "categoria": "Restaurante", | |
| "monto": 167.23, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 47.05, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000534", | |
| "cliente_id": "CLI_000167", | |
| "fecha": "2025-08-10", | |
| "hora": "03:45:56", | |
| "fecha_hora": "2025-08-10 03:45:56", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2107", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 8931.03, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 46.0, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000535", | |
| "cliente_id": "CLI_000030", | |
| "fecha": "2025-08-27", | |
| "hora": "23:56:09", | |
| "fecha_hora": "2025-08-27 23:56:09", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4285", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 1737.46, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 1.34, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000536", | |
| "cliente_id": "CLI_000115", | |
| "fecha": "2025-09-09", | |
| "hora": "17:10:23", | |
| "fecha_hora": "2025-09-09 17:10:23", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1480", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 1628.54, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 5.86, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000537", | |
| "cliente_id": "CLI_000104", | |
| "fecha": "2025-08-21", | |
| "hora": "14:29:54", | |
| "fecha_hora": "2025-08-21 14:29:54", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2884", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 13647.1, | |
| "ciudad": "Mérida", | |
| "distancia_km": 25.58, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000538", | |
| "cliente_id": "CLI_000071", | |
| "fecha": "2025-08-29", | |
| "hora": "14:36:02", | |
| "fecha_hora": "2025-08-29 14:36:02", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8986", | |
| "comercio": "Cornershop", | |
| "categoria": "Servicios", | |
| "monto": 822.99, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 37.44, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000539", | |
| "cliente_id": "CLI_000192", | |
| "fecha": "2025-08-17", | |
| "hora": "00:33:33", | |
| "fecha_hora": "2025-08-17 00:33:33", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5618", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 132.59, | |
| "ciudad": "Mérida", | |
| "distancia_km": 35.33, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000540", | |
| "cliente_id": "CLI_000170", | |
| "fecha": "2025-08-08", | |
| "hora": "23:58:54", | |
| "fecha_hora": "2025-08-08 23:58:54", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8018", | |
| "comercio": "Shell", | |
| "categoria": "Gasolina", | |
| "monto": 997.39, | |
| "ciudad": "Cancún", | |
| "distancia_km": 7.58, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000541", | |
| "cliente_id": "CLI_000063", | |
| "fecha": "2025-08-03", | |
| "hora": "12:00:17", | |
| "fecha_hora": "2025-08-03 12:00:17", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4956", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 897.52, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 26.78, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000542", | |
| "cliente_id": "CLI_000054", | |
| "fecha": "2025-08-06", | |
| "hora": "17:12:42", | |
| "fecha_hora": "2025-08-06 17:12:42", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5708", | |
| "comercio": "Chevron", | |
| "categoria": "Gasolina", | |
| "monto": 1138.2, | |
| "ciudad": "Toluca", | |
| "distancia_km": 27.39, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000543", | |
| "cliente_id": "CLI_000133", | |
| "fecha": "2025-09-26", | |
| "hora": "09:21:07", | |
| "fecha_hora": "2025-09-26 09:21:07", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7097", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 232.1, | |
| "ciudad": "Toluca", | |
| "distancia_km": 10.42, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000544", | |
| "cliente_id": "CLI_000060", | |
| "fecha": "2025-09-05", | |
| "hora": "16:45:51", | |
| "fecha_hora": "2025-09-05 16:45:51", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3014", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 1085.7, | |
| "ciudad": "Cancún", | |
| "distancia_km": 12.62, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000545", | |
| "cliente_id": "CLI_000149", | |
| "fecha": "2025-08-31", | |
| "hora": "08:52:12", | |
| "fecha_hora": "2025-08-31 08:52:12", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9578", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 6072.95, | |
| "ciudad": "Cancún", | |
| "distancia_km": 37.08, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000546", | |
| "cliente_id": "CLI_000029", | |
| "fecha": "2025-07-10", | |
| "hora": "19:07:25", | |
| "fecha_hora": "2025-07-10 19:07:25", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2816", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 7567.59, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 48.75, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000547", | |
| "cliente_id": "CLI_000173", | |
| "fecha": "2025-09-14", | |
| "hora": "21:56:23", | |
| "fecha_hora": "2025-09-14 21:56:23", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3784", | |
| "comercio": "Airbnb", | |
| "categoria": "Viajes", | |
| "monto": 4003.33, | |
| "ciudad": "León", | |
| "distancia_km": 11.31, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000548", | |
| "cliente_id": "CLI_000148", | |
| "fecha": "2025-09-07", | |
| "hora": "11:27:40", | |
| "fecha_hora": "2025-09-07 11:27:40", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8765", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 7904.83, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 30.69, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000549", | |
| "cliente_id": "CLI_000041", | |
| "fecha": "2025-09-09", | |
| "hora": "10:19:40", | |
| "fecha_hora": "2025-09-09 10:19:40", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5738", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 2639.88, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 28.16, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000550", | |
| "cliente_id": "CLI_000147", | |
| "fecha": "2025-09-01", | |
| "hora": "15:35:23", | |
| "fecha_hora": "2025-09-01 15:35:23", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2828", | |
| "comercio": "Cinépolis", | |
| "categoria": "Entretenimiento", | |
| "monto": 1425.54, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 49.12, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000551", | |
| "cliente_id": "CLI_000107", | |
| "fecha": "2025-09-22", | |
| "hora": "22:19:26", | |
| "fecha_hora": "2025-09-22 22:19:26", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1891", | |
| "comercio": "Spotify", | |
| "categoria": "Entretenimiento", | |
| "monto": 641.8, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 33.85, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000552", | |
| "cliente_id": "CLI_000160", | |
| "fecha": "2025-09-07", | |
| "hora": "09:51:20", | |
| "fecha_hora": "2025-09-07 09:51:20", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9656", | |
| "comercio": "Chedraui", | |
| "categoria": "Supermercado", | |
| "monto": 314.09, | |
| "ciudad": "León", | |
| "distancia_km": 42.87, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000553", | |
| "cliente_id": "CLI_000038", | |
| "fecha": "2025-08-08", | |
| "hora": "21:35:46", | |
| "fecha_hora": "2025-08-08 21:35:46", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9956", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 402.67, | |
| "ciudad": "Toluca", | |
| "distancia_km": 24.92, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000554", | |
| "cliente_id": "CLI_000175", | |
| "fecha": "2025-07-14", | |
| "hora": "03:22:29", | |
| "fecha_hora": "2025-07-14 03:22:29", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1285", | |
| "comercio": "DiDi", | |
| "categoria": "Servicios", | |
| "monto": 504.34, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 24.98, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000555", | |
| "cliente_id": "CLI_000032", | |
| "fecha": "2025-08-26", | |
| "hora": "19:22:28", | |
| "fecha_hora": "2025-08-26 19:22:28", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5273", | |
| "comercio": "Soriana", | |
| "categoria": "Supermercado", | |
| "monto": 140.19, | |
| "ciudad": "León", | |
| "distancia_km": 15.06, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000556", | |
| "cliente_id": "CLI_000018", | |
| "fecha": "2025-07-06", | |
| "hora": "22:17:02", | |
| "fecha_hora": "2025-07-06 22:17:02", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2871", | |
| "comercio": "Farmacia Guadalajara", | |
| "categoria": "Farmacia", | |
| "monto": 494.67, | |
| "ciudad": "Puebla", | |
| "distancia_km": 46.47, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000557", | |
| "cliente_id": "CLI_000129", | |
| "fecha": "2025-07-14", | |
| "hora": "11:15:11", | |
| "fecha_hora": "2025-07-14 11:15:11", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9089", | |
| "comercio": "Best Buy", | |
| "categoria": "Electrónica", | |
| "monto": 14010.44, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 36.36, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000558", | |
| "cliente_id": "CLI_000083", | |
| "fecha": "2025-08-02", | |
| "hora": "17:10:21", | |
| "fecha_hora": "2025-08-02 17:10:21", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1264", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 236.47, | |
| "ciudad": "Mérida", | |
| "distancia_km": 25.13, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000559", | |
| "cliente_id": "CLI_000086", | |
| "fecha": "2025-08-04", | |
| "hora": "13:11:40", | |
| "fecha_hora": "2025-08-04 13:11:40", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5912", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 1669.29, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 41.28, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000560", | |
| "cliente_id": "CLI_000179", | |
| "fecha": "2025-09-12", | |
| "hora": "07:49:57", | |
| "fecha_hora": "2025-09-12 07:49:57", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8317", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 36781.52, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 98.23, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000561", | |
| "cliente_id": "CLI_000171", | |
| "fecha": "2025-07-16", | |
| "hora": "13:34:00", | |
| "fecha_hora": "2025-07-16 13:34:00", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8673", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 9670.7, | |
| "ciudad": "León", | |
| "distancia_km": 15.69, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000562", | |
| "cliente_id": "CLI_000059", | |
| "fecha": "2025-07-23", | |
| "hora": "09:00:35", | |
| "fecha_hora": "2025-07-23 09:00:35", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2454", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 11765.63, | |
| "ciudad": "Mérida", | |
| "distancia_km": 1.96, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000563", | |
| "cliente_id": "CLI_000101", | |
| "fecha": "2025-08-03", | |
| "hora": "04:13:28", | |
| "fecha_hora": "2025-08-03 04:13:28", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1204", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 678.38, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 13.59, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000564", | |
| "cliente_id": "CLI_000095", | |
| "fecha": "2025-08-31", | |
| "hora": "19:07:31", | |
| "fecha_hora": "2025-08-31 19:07:31", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1965", | |
| "comercio": "Spotify", | |
| "categoria": "Entretenimiento", | |
| "monto": 858.49, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 18.54, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000565", | |
| "cliente_id": "CLI_000060", | |
| "fecha": "2025-07-06", | |
| "hora": "01:45:24", | |
| "fecha_hora": "2025-07-06 01:45:24", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2499", | |
| "comercio": "Cinépolis", | |
| "categoria": "Entretenimiento", | |
| "monto": 972.14, | |
| "ciudad": "Puebla", | |
| "distancia_km": 27.76, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000566", | |
| "cliente_id": "CLI_000131", | |
| "fecha": "2025-09-17", | |
| "hora": "22:17:18", | |
| "fecha_hora": "2025-09-17 22:17:18", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3474", | |
| "comercio": "Starbucks", | |
| "categoria": "Restaurante", | |
| "monto": 5083.05, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 297.21, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000567", | |
| "cliente_id": "CLI_000015", | |
| "fecha": "2025-09-23", | |
| "hora": "09:18:01", | |
| "fecha_hora": "2025-09-23 09:18:01", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1173", | |
| "comercio": "San Pablo", | |
| "categoria": "Farmacia", | |
| "monto": 262.95, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 29.74, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000568", | |
| "cliente_id": "CLI_000158", | |
| "fecha": "2025-09-28", | |
| "hora": "14:18:46", | |
| "fecha_hora": "2025-09-28 14:18:46", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9324", | |
| "comercio": "Netflix", | |
| "categoria": "Entretenimiento", | |
| "monto": 256.83, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 8.42, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000569", | |
| "cliente_id": "CLI_000191", | |
| "fecha": "2025-07-31", | |
| "hora": "20:24:33", | |
| "fecha_hora": "2025-07-31 20:24:33", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5531", | |
| "comercio": "Telcel", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 537.9, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 38.18, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000570", | |
| "cliente_id": "CLI_000089", | |
| "fecha": "2025-07-14", | |
| "hora": "13:12:32", | |
| "fecha_hora": "2025-07-14 13:12:32", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2716", | |
| "comercio": "Cinemex", | |
| "categoria": "Entretenimiento", | |
| "monto": 2682.81, | |
| "ciudad": "León", | |
| "distancia_km": 412.23, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000571", | |
| "cliente_id": "CLI_000006", | |
| "fecha": "2025-08-23", | |
| "hora": "18:04:08", | |
| "fecha_hora": "2025-08-23 18:04:08", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3640", | |
| "comercio": "Cornershop", | |
| "categoria": "Servicios", | |
| "monto": 548.05, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 20.54, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000572", | |
| "cliente_id": "CLI_000050", | |
| "fecha": "2025-09-19", | |
| "hora": "15:44:13", | |
| "fecha_hora": "2025-09-19 15:44:13", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7469", | |
| "comercio": "Soriana", | |
| "categoria": "Supermercado", | |
| "monto": 2195.91, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 32.71, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000573", | |
| "cliente_id": "CLI_000168", | |
| "fecha": "2025-07-28", | |
| "hora": "02:28:04", | |
| "fecha_hora": "2025-07-28 02:28:04", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3576", | |
| "comercio": "Chevron", | |
| "categoria": "Gasolina", | |
| "monto": 1437.45, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 13.31, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000574", | |
| "cliente_id": "CLI_000024", | |
| "fecha": "2025-07-13", | |
| "hora": "03:42:10", | |
| "fecha_hora": "2025-07-13 03:42:10", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1186", | |
| "comercio": "Spotify", | |
| "categoria": "Entretenimiento", | |
| "monto": 1389.47, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 126.03, | |
| "es_horario_inusual": true, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000575", | |
| "cliente_id": "CLI_000034", | |
| "fecha": "2025-08-05", | |
| "hora": "10:46:25", | |
| "fecha_hora": "2025-08-05 10:46:25", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6927", | |
| "comercio": "Aeroméxico", | |
| "categoria": "Viajes", | |
| "monto": 4487.95, | |
| "ciudad": "Mérida", | |
| "distancia_km": 39.12, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000576", | |
| "cliente_id": "CLI_000087", | |
| "fecha": "2025-07-15", | |
| "hora": "15:03:50", | |
| "fecha_hora": "2025-07-15 15:03:50", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2420", | |
| "comercio": "Walmart", | |
| "categoria": "Supermercado", | |
| "monto": 1327.51, | |
| "ciudad": "Puebla", | |
| "distancia_km": 4.62, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000577", | |
| "cliente_id": "CLI_000008", | |
| "fecha": "2025-08-27", | |
| "hora": "12:52:56", | |
| "fecha_hora": "2025-08-27 12:52:56", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7071", | |
| "comercio": "Liverpool", | |
| "categoria": "Ropa", | |
| "monto": 12402.44, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 145.71, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000578", | |
| "cliente_id": "CLI_000067", | |
| "fecha": "2025-07-26", | |
| "hora": "15:25:28", | |
| "fecha_hora": "2025-07-26 15:25:28", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2435", | |
| "comercio": "Cornershop", | |
| "categoria": "Servicios", | |
| "monto": 521.24, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 44.99, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000579", | |
| "cliente_id": "CLI_000045", | |
| "fecha": "2025-08-11", | |
| "hora": "03:46:23", | |
| "fecha_hora": "2025-08-11 03:46:23", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8499", | |
| "comercio": "AT&T", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 350.84, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 11.74, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000580", | |
| "cliente_id": "CLI_000143", | |
| "fecha": "2025-08-30", | |
| "hora": "01:16:17", | |
| "fecha_hora": "2025-08-30 01:16:17", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2372", | |
| "comercio": "La Comer", | |
| "categoria": "Supermercado", | |
| "monto": 2335.8, | |
| "ciudad": "Cancún", | |
| "distancia_km": 47.45, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000581", | |
| "cliente_id": "CLI_000171", | |
| "fecha": "2025-07-26", | |
| "hora": "03:45:11", | |
| "fecha_hora": "2025-07-26 03:45:11", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5836", | |
| "comercio": "Aeroméxico", | |
| "categoria": "Viajes", | |
| "monto": 3670.73, | |
| "ciudad": "Toluca", | |
| "distancia_km": 18.65, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000582", | |
| "cliente_id": "CLI_000032", | |
| "fecha": "2025-09-10", | |
| "hora": "05:40:27", | |
| "fecha_hora": "2025-09-10 05:40:27", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9357", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 766.7, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 14.09, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000583", | |
| "cliente_id": "CLI_000033", | |
| "fecha": "2025-09-18", | |
| "hora": "10:27:14", | |
| "fecha_hora": "2025-09-18 10:27:14", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8530", | |
| "comercio": "RadioShack", | |
| "categoria": "Electrónica", | |
| "monto": 33872.1, | |
| "ciudad": "León", | |
| "distancia_km": 11.88, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000584", | |
| "cliente_id": "CLI_000053", | |
| "fecha": "2025-07-19", | |
| "hora": "12:49:27", | |
| "fecha_hora": "2025-07-19 12:49:27", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8707", | |
| "comercio": "Costco", | |
| "categoria": "Supermercado", | |
| "monto": 909.24, | |
| "ciudad": "León", | |
| "distancia_km": 36.76, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000585", | |
| "cliente_id": "CLI_000042", | |
| "fecha": "2025-07-13", | |
| "hora": "11:44:31", | |
| "fecha_hora": "2025-07-13 11:44:31", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7679", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 1205.27, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 5.57, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000586", | |
| "cliente_id": "CLI_000138", | |
| "fecha": "2025-10-02", | |
| "hora": "03:13:04", | |
| "fecha_hora": "2025-10-02 03:13:04", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5543", | |
| "comercio": "BP", | |
| "categoria": "Gasolina", | |
| "monto": 496.95, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 25.49, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000587", | |
| "cliente_id": "CLI_000087", | |
| "fecha": "2025-08-04", | |
| "hora": "15:12:04", | |
| "fecha_hora": "2025-08-04 15:12:04", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3853", | |
| "comercio": "RadioShack", | |
| "categoria": "Electrónica", | |
| "monto": 2166.95, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 36.7, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000588", | |
| "cliente_id": "CLI_000056", | |
| "fecha": "2025-08-29", | |
| "hora": "09:41:42", | |
| "fecha_hora": "2025-08-29 09:41:42", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5754", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 871.47, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 8.15, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000589", | |
| "cliente_id": "CLI_000052", | |
| "fecha": "2025-08-15", | |
| "hora": "15:01:31", | |
| "fecha_hora": "2025-08-15 15:01:31", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3579", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 20094.51, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 158.52, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000590", | |
| "cliente_id": "CLI_000154", | |
| "fecha": "2025-09-16", | |
| "hora": "03:10:38", | |
| "fecha_hora": "2025-09-16 03:10:38", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8785", | |
| "comercio": "Amazon", | |
| "categoria": "Electrónica", | |
| "monto": 6743.1, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 2.15, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000591", | |
| "cliente_id": "CLI_000060", | |
| "fecha": "2025-07-16", | |
| "hora": "23:14:21", | |
| "fecha_hora": "2025-07-16 23:14:21", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5544", | |
| "comercio": "Amazon Web Services", | |
| "categoria": "Educación", | |
| "monto": 2007.79, | |
| "ciudad": "Cancún", | |
| "distancia_km": 46.01, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000592", | |
| "cliente_id": "CLI_000020", | |
| "fecha": "2025-09-01", | |
| "hora": "08:06:46", | |
| "fecha_hora": "2025-09-01 08:06:46", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4042", | |
| "comercio": "Shell", | |
| "categoria": "Gasolina", | |
| "monto": 3375.69, | |
| "ciudad": "León", | |
| "distancia_km": 1.19, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000593", | |
| "cliente_id": "CLI_000145", | |
| "fecha": "2025-07-30", | |
| "hora": "06:45:08", | |
| "fecha_hora": "2025-07-30 06:45:08", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4563", | |
| "comercio": "Walmart", | |
| "categoria": "Supermercado", | |
| "monto": 2341.01, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 44.16, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000594", | |
| "cliente_id": "CLI_000010", | |
| "fecha": "2025-09-13", | |
| "hora": "18:01:23", | |
| "fecha_hora": "2025-09-13 18:01:23", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6176", | |
| "comercio": "Liverpool", | |
| "categoria": "Ropa", | |
| "monto": 1097.25, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 36.79, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000595", | |
| "cliente_id": "CLI_000177", | |
| "fecha": "2025-07-24", | |
| "hora": "07:39:29", | |
| "fecha_hora": "2025-07-24 07:39:29", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9273", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 1569.75, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 34.59, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000596", | |
| "cliente_id": "CLI_000141", | |
| "fecha": "2025-09-03", | |
| "hora": "13:08:42", | |
| "fecha_hora": "2025-09-03 13:08:42", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3725", | |
| "comercio": "DiDi", | |
| "categoria": "Servicios", | |
| "monto": 853.93, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 0.44, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000597", | |
| "cliente_id": "CLI_000184", | |
| "fecha": "2025-07-21", | |
| "hora": "13:50:35", | |
| "fecha_hora": "2025-07-21 13:50:35", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2900", | |
| "comercio": "Domino's", | |
| "categoria": "Restaurante", | |
| "monto": 743.82, | |
| "ciudad": "León", | |
| "distancia_km": 26.01, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000598", | |
| "cliente_id": "CLI_000068", | |
| "fecha": "2025-08-03", | |
| "hora": "07:28:15", | |
| "fecha_hora": "2025-08-03 07:28:15", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9673", | |
| "comercio": "Best Buy", | |
| "categoria": "Electrónica", | |
| "monto": 7976.89, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 34.38, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000599", | |
| "cliente_id": "CLI_000180", | |
| "fecha": "2025-07-13", | |
| "hora": "15:31:44", | |
| "fecha_hora": "2025-07-13 15:31:44", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9514", | |
| "comercio": "Coppel", | |
| "categoria": "Ropa", | |
| "monto": 1854.85, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 47.56, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000600", | |
| "cliente_id": "CLI_000056", | |
| "fecha": "2025-07-26", | |
| "hora": "13:18:37", | |
| "fecha_hora": "2025-07-26 13:18:37", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7107", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 9542.66, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 22.19, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000601", | |
| "cliente_id": "CLI_000113", | |
| "fecha": "2025-09-06", | |
| "hora": "06:55:57", | |
| "fecha_hora": "2025-09-06 06:55:57", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3742", | |
| "comercio": "San Pablo", | |
| "categoria": "Farmacia", | |
| "monto": 784.2, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 38.88, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000602", | |
| "cliente_id": "CLI_000056", | |
| "fecha": "2025-07-17", | |
| "hora": "01:50:13", | |
| "fecha_hora": "2025-07-17 01:50:13", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9833", | |
| "comercio": "KFC", | |
| "categoria": "Restaurante", | |
| "monto": 416.33, | |
| "ciudad": "Mérida", | |
| "distancia_km": 12.9, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000603", | |
| "cliente_id": "CLI_000088", | |
| "fecha": "2025-09-09", | |
| "hora": "09:43:07", | |
| "fecha_hora": "2025-09-09 09:43:07", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4814", | |
| "comercio": "Aeroméxico", | |
| "categoria": "Viajes", | |
| "monto": 15589.61, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 27.95, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000604", | |
| "cliente_id": "CLI_000171", | |
| "fecha": "2025-08-23", | |
| "hora": "06:40:51", | |
| "fecha_hora": "2025-08-23 06:40:51", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3172", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 1671.16, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 40.21, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000605", | |
| "cliente_id": "CLI_000133", | |
| "fecha": "2025-08-10", | |
| "hora": "00:17:11", | |
| "fecha_hora": "2025-08-10 00:17:11", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4209", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 2292.98, | |
| "ciudad": "Puebla", | |
| "distancia_km": 24.3, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000606", | |
| "cliente_id": "CLI_000101", | |
| "fecha": "2025-09-22", | |
| "hora": "21:36:45", | |
| "fecha_hora": "2025-09-22 21:36:45", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3535", | |
| "comercio": "Aeroméxico", | |
| "categoria": "Viajes", | |
| "monto": 3213.37, | |
| "ciudad": "Cancún", | |
| "distancia_km": 0.9, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000607", | |
| "cliente_id": "CLI_000100", | |
| "fecha": "2025-09-03", | |
| "hora": "05:33:51", | |
| "fecha_hora": "2025-09-03 05:33:51", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1198", | |
| "comercio": "DiDi", | |
| "categoria": "Servicios", | |
| "monto": 185.31, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 5.31, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000608", | |
| "cliente_id": "CLI_000149", | |
| "fecha": "2025-07-17", | |
| "hora": "18:39:46", | |
| "fecha_hora": "2025-07-17 18:39:46", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1338", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 7795.85, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 26.53, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000609", | |
| "cliente_id": "CLI_000046", | |
| "fecha": "2025-09-15", | |
| "hora": "11:34:06", | |
| "fecha_hora": "2025-09-15 11:34:06", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8486", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 4937.6, | |
| "ciudad": "León", | |
| "distancia_km": 42.45, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000610", | |
| "cliente_id": "CLI_000075", | |
| "fecha": "2025-08-17", | |
| "hora": "21:56:00", | |
| "fecha_hora": "2025-08-17 21:56:00", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9052", | |
| "comercio": "Mercado Libre", | |
| "categoria": "Electrónica", | |
| "monto": 3930.89, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 8.86, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000611", | |
| "cliente_id": "CLI_000021", | |
| "fecha": "2025-07-28", | |
| "hora": "00:50:39", | |
| "fecha_hora": "2025-07-28 00:50:39", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7503", | |
| "comercio": "Spotify", | |
| "categoria": "Entretenimiento", | |
| "monto": 1236.38, | |
| "ciudad": "Puebla", | |
| "distancia_km": 5.79, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000612", | |
| "cliente_id": "CLI_000083", | |
| "fecha": "2025-09-13", | |
| "hora": "18:37:41", | |
| "fecha_hora": "2025-09-13 18:37:41", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5872", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 146.24, | |
| "ciudad": "Puebla", | |
| "distancia_km": 29.4, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000613", | |
| "cliente_id": "CLI_000135", | |
| "fecha": "2025-09-07", | |
| "hora": "16:02:47", | |
| "fecha_hora": "2025-09-07 16:02:47", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2137", | |
| "comercio": "Walmart", | |
| "categoria": "Supermercado", | |
| "monto": 132.0, | |
| "ciudad": "Mérida", | |
| "distancia_km": 33.25, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000614", | |
| "cliente_id": "CLI_000018", | |
| "fecha": "2025-09-23", | |
| "hora": "07:35:11", | |
| "fecha_hora": "2025-09-23 07:35:11", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5159", | |
| "comercio": "Telcel", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 475.34, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 42.92, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000615", | |
| "cliente_id": "CLI_000183", | |
| "fecha": "2025-09-08", | |
| "hora": "01:21:53", | |
| "fecha_hora": "2025-09-08 01:21:53", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9681", | |
| "comercio": "Coppel", | |
| "categoria": "Ropa", | |
| "monto": 3688.92, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 33.73, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000616", | |
| "cliente_id": "CLI_000050", | |
| "fecha": "2025-09-07", | |
| "hora": "13:27:49", | |
| "fecha_hora": "2025-09-07 13:27:49", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5155", | |
| "comercio": "Uber", | |
| "categoria": "Servicios", | |
| "monto": 177.57, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 1.21, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000617", | |
| "cliente_id": "CLI_000069", | |
| "fecha": "2025-09-27", | |
| "hora": "09:29:11", | |
| "fecha_hora": "2025-09-27 09:29:11", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7521", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 4963.04, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 23.48, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000618", | |
| "cliente_id": "CLI_000047", | |
| "fecha": "2025-10-01", | |
| "hora": "14:58:43", | |
| "fecha_hora": "2025-10-01 14:58:43", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3783", | |
| "comercio": "AT&T", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 449.32, | |
| "ciudad": "Cancún", | |
| "distancia_km": 25.72, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000619", | |
| "cliente_id": "CLI_000046", | |
| "fecha": "2025-09-15", | |
| "hora": "07:12:54", | |
| "fecha_hora": "2025-09-15 07:12:54", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9016", | |
| "comercio": "Netflix", | |
| "categoria": "Entretenimiento", | |
| "monto": 352.26, | |
| "ciudad": "Mérida", | |
| "distancia_km": 23.53, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000620", | |
| "cliente_id": "CLI_000012", | |
| "fecha": "2025-07-08", | |
| "hora": "20:26:42", | |
| "fecha_hora": "2025-07-08 20:26:42", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1723", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 9783.17, | |
| "ciudad": "Puebla", | |
| "distancia_km": 12.57, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000621", | |
| "cliente_id": "CLI_000107", | |
| "fecha": "2025-08-21", | |
| "hora": "11:21:01", | |
| "fecha_hora": "2025-08-21 11:21:01", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7047", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 694.73, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 27.76, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000622", | |
| "cliente_id": "CLI_000164", | |
| "fecha": "2025-07-20", | |
| "hora": "12:58:08", | |
| "fecha_hora": "2025-07-20 12:58:08", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5761", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 1475.23, | |
| "ciudad": "León", | |
| "distancia_km": 27.42, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000623", | |
| "cliente_id": "CLI_000132", | |
| "fecha": "2025-09-24", | |
| "hora": "08:21:14", | |
| "fecha_hora": "2025-09-24 08:21:14", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2604", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 698.94, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 29.16, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000624", | |
| "cliente_id": "CLI_000148", | |
| "fecha": "2025-08-25", | |
| "hora": "05:52:46", | |
| "fecha_hora": "2025-08-25 05:52:46", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1645", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 7168.68, | |
| "ciudad": "Mérida", | |
| "distancia_km": 34.45, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000625", | |
| "cliente_id": "CLI_000077", | |
| "fecha": "2025-09-12", | |
| "hora": "20:28:05", | |
| "fecha_hora": "2025-09-12 20:28:05", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5553", | |
| "comercio": "Chedraui", | |
| "categoria": "Supermercado", | |
| "monto": 301.26, | |
| "ciudad": "Mérida", | |
| "distancia_km": 42.42, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000626", | |
| "cliente_id": "CLI_000109", | |
| "fecha": "2025-09-01", | |
| "hora": "04:23:13", | |
| "fecha_hora": "2025-09-01 04:23:13", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7174", | |
| "comercio": "Coursera", | |
| "categoria": "Educación", | |
| "monto": 2142.61, | |
| "ciudad": "Toluca", | |
| "distancia_km": 27.62, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000627", | |
| "cliente_id": "CLI_000103", | |
| "fecha": "2025-07-24", | |
| "hora": "07:36:07", | |
| "fecha_hora": "2025-07-24 07:36:07", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8778", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 2836.98, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 15.97, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000628", | |
| "cliente_id": "CLI_000068", | |
| "fecha": "2025-07-11", | |
| "hora": "12:15:43", | |
| "fecha_hora": "2025-07-11 12:15:43", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2847", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 2514.64, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 4.29, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000629", | |
| "cliente_id": "CLI_000113", | |
| "fecha": "2025-09-07", | |
| "hora": "09:29:16", | |
| "fecha_hora": "2025-09-07 09:29:16", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7897", | |
| "comercio": "Walmart", | |
| "categoria": "Supermercado", | |
| "monto": 869.64, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 19.24, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000630", | |
| "cliente_id": "CLI_000154", | |
| "fecha": "2025-08-15", | |
| "hora": "16:07:10", | |
| "fecha_hora": "2025-08-15 16:07:10", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2796", | |
| "comercio": "Despegar", | |
| "categoria": "Viajes", | |
| "monto": 15211.7, | |
| "ciudad": "Toluca", | |
| "distancia_km": 10.79, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000631", | |
| "cliente_id": "CLI_000148", | |
| "fecha": "2025-08-11", | |
| "hora": "15:59:59", | |
| "fecha_hora": "2025-08-11 15:59:59", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6494", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 907.27, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 25.37, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000632", | |
| "cliente_id": "CLI_000075", | |
| "fecha": "2025-09-11", | |
| "hora": "07:45:04", | |
| "fecha_hora": "2025-09-11 07:45:04", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9383", | |
| "comercio": "Farmacia Guadalajara", | |
| "categoria": "Farmacia", | |
| "monto": 717.9, | |
| "ciudad": "Cancún", | |
| "distancia_km": 43.9, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000633", | |
| "cliente_id": "CLI_000107", | |
| "fecha": "2025-09-24", | |
| "hora": "02:50:23", | |
| "fecha_hora": "2025-09-24 02:50:23", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7978", | |
| "comercio": "Telcel", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 251.11, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 12.28, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000634", | |
| "cliente_id": "CLI_000035", | |
| "fecha": "2025-07-28", | |
| "hora": "23:20:26", | |
| "fecha_hora": "2025-07-28 23:20:26", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4519", | |
| "comercio": "Amazon", | |
| "categoria": "Electrónica", | |
| "monto": 2875.17, | |
| "ciudad": "León", | |
| "distancia_km": 4.08, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000635", | |
| "cliente_id": "CLI_000126", | |
| "fecha": "2025-07-05", | |
| "hora": "00:53:39", | |
| "fecha_hora": "2025-07-05 00:53:39", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9973", | |
| "comercio": "BP", | |
| "categoria": "Gasolina", | |
| "monto": 947.75, | |
| "ciudad": "Toluca", | |
| "distancia_km": 0.59, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000636", | |
| "cliente_id": "CLI_000089", | |
| "fecha": "2025-07-09", | |
| "hora": "15:29:30", | |
| "fecha_hora": "2025-07-09 15:29:30", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3455", | |
| "comercio": "Airbnb", | |
| "categoria": "Viajes", | |
| "monto": 8188.33, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 4.98, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000637", | |
| "cliente_id": "CLI_000136", | |
| "fecha": "2025-07-22", | |
| "hora": "19:37:32", | |
| "fecha_hora": "2025-07-22 19:37:32", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7995", | |
| "comercio": "Domino's", | |
| "categoria": "Restaurante", | |
| "monto": 2678.27, | |
| "ciudad": "Puebla", | |
| "distancia_km": 29.66, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000638", | |
| "cliente_id": "CLI_000188", | |
| "fecha": "2025-07-08", | |
| "hora": "14:27:01", | |
| "fecha_hora": "2025-07-08 14:27:01", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3569", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 9639.11, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 9.26, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000639", | |
| "cliente_id": "CLI_000128", | |
| "fecha": "2025-09-29", | |
| "hora": "14:33:03", | |
| "fecha_hora": "2025-09-29 14:33:03", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9040", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 14069.89, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 28.76, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000640", | |
| "cliente_id": "CLI_000182", | |
| "fecha": "2025-08-25", | |
| "hora": "13:50:47", | |
| "fecha_hora": "2025-08-25 13:50:47", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2496", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 129.04, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 47.17, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000641", | |
| "cliente_id": "CLI_000061", | |
| "fecha": "2025-07-30", | |
| "hora": "15:51:34", | |
| "fecha_hora": "2025-07-30 15:51:34", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1904", | |
| "comercio": "Coppel", | |
| "categoria": "Ropa", | |
| "monto": 1258.39, | |
| "ciudad": "León", | |
| "distancia_km": 22.73, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000642", | |
| "cliente_id": "CLI_000056", | |
| "fecha": "2025-08-16", | |
| "hora": "07:44:21", | |
| "fecha_hora": "2025-08-16 07:44:21", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2790", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 942.12, | |
| "ciudad": "Toluca", | |
| "distancia_km": 42.8, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000643", | |
| "cliente_id": "CLI_000085", | |
| "fecha": "2025-09-26", | |
| "hora": "05:30:54", | |
| "fecha_hora": "2025-09-26 05:30:54", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4686", | |
| "comercio": "Cornershop", | |
| "categoria": "Servicios", | |
| "monto": 102.39, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 29.99, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000644", | |
| "cliente_id": "CLI_000128", | |
| "fecha": "2025-07-31", | |
| "hora": "08:00:23", | |
| "fecha_hora": "2025-07-31 08:00:23", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9342", | |
| "comercio": "Chevron", | |
| "categoria": "Gasolina", | |
| "monto": 1007.54, | |
| "ciudad": "León", | |
| "distancia_km": 3.34, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000645", | |
| "cliente_id": "CLI_000139", | |
| "fecha": "2025-08-29", | |
| "hora": "15:55:09", | |
| "fecha_hora": "2025-08-29 15:55:09", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2720", | |
| "comercio": "Subway", | |
| "categoria": "Restaurante", | |
| "monto": 475.26, | |
| "ciudad": "Toluca", | |
| "distancia_km": 18.65, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000646", | |
| "cliente_id": "CLI_000036", | |
| "fecha": "2025-08-02", | |
| "hora": "22:35:26", | |
| "fecha_hora": "2025-08-02 22:35:26", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3325", | |
| "comercio": "Starbucks", | |
| "categoria": "Restaurante", | |
| "monto": 370.05, | |
| "ciudad": "León", | |
| "distancia_km": 7.54, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000647", | |
| "cliente_id": "CLI_000031", | |
| "fecha": "2025-08-20", | |
| "hora": "06:38:34", | |
| "fecha_hora": "2025-08-20 06:38:34", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5608", | |
| "comercio": "Zara", | |
| "categoria": "Ropa", | |
| "monto": 4820.03, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 40.98, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000648", | |
| "cliente_id": "CLI_000146", | |
| "fecha": "2025-09-06", | |
| "hora": "15:40:42", | |
| "fecha_hora": "2025-09-06 15:40:42", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2892", | |
| "comercio": "BP", | |
| "categoria": "Gasolina", | |
| "monto": 1027.2, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 0.94, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000649", | |
| "cliente_id": "CLI_000145", | |
| "fecha": "2025-07-25", | |
| "hora": "13:12:16", | |
| "fecha_hora": "2025-07-25 13:12:16", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5502", | |
| "comercio": "Mercado Libre", | |
| "categoria": "Electrónica", | |
| "monto": 13314.07, | |
| "ciudad": "Puebla", | |
| "distancia_km": 29.71, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000650", | |
| "cliente_id": "CLI_000198", | |
| "fecha": "2025-09-13", | |
| "hora": "07:07:43", | |
| "fecha_hora": "2025-09-13 07:07:43", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3521", | |
| "comercio": "Aeroméxico", | |
| "categoria": "Viajes", | |
| "monto": 3136.22, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 14.98, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000651", | |
| "cliente_id": "CLI_000177", | |
| "fecha": "2025-07-24", | |
| "hora": "04:20:53", | |
| "fecha_hora": "2025-07-24 04:20:53", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9881", | |
| "comercio": "H&M", | |
| "categoria": "Ropa", | |
| "monto": 2871.7, | |
| "ciudad": "Mérida", | |
| "distancia_km": 5.24, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000652", | |
| "cliente_id": "CLI_000118", | |
| "fecha": "2025-08-11", | |
| "hora": "15:33:00", | |
| "fecha_hora": "2025-08-11 15:33:00", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3257", | |
| "comercio": "H&M", | |
| "categoria": "Ropa", | |
| "monto": 2549.05, | |
| "ciudad": "Cancún", | |
| "distancia_km": 20.72, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000653", | |
| "cliente_id": "CLI_000190", | |
| "fecha": "2025-09-02", | |
| "hora": "01:00:38", | |
| "fecha_hora": "2025-09-02 01:00:38", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1379", | |
| "comercio": "Spotify", | |
| "categoria": "Entretenimiento", | |
| "monto": 1009.2, | |
| "ciudad": "Puebla", | |
| "distancia_km": 16.69, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000654", | |
| "cliente_id": "CLI_000052", | |
| "fecha": "2025-08-22", | |
| "hora": "13:09:22", | |
| "fecha_hora": "2025-08-22 13:09:22", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4235", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 626.51, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 32.38, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000655", | |
| "cliente_id": "CLI_000047", | |
| "fecha": "2025-09-05", | |
| "hora": "09:11:26", | |
| "fecha_hora": "2025-09-05 09:11:26", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5486", | |
| "comercio": "Cinemex", | |
| "categoria": "Entretenimiento", | |
| "monto": 150.14, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 45.23, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000656", | |
| "cliente_id": "CLI_000045", | |
| "fecha": "2025-07-19", | |
| "hora": "09:56:28", | |
| "fecha_hora": "2025-07-19 09:56:28", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4283", | |
| "comercio": "H&M", | |
| "categoria": "Ropa", | |
| "monto": 4884.47, | |
| "ciudad": "Mérida", | |
| "distancia_km": 6.15, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000657", | |
| "cliente_id": "CLI_000199", | |
| "fecha": "2025-07-22", | |
| "hora": "00:54:58", | |
| "fecha_hora": "2025-07-22 00:54:58", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7303", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 15487.3, | |
| "ciudad": "Toluca", | |
| "distancia_km": 15.0, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000658", | |
| "cliente_id": "CLI_000161", | |
| "fecha": "2025-07-13", | |
| "hora": "21:03:23", | |
| "fecha_hora": "2025-07-13 21:03:23", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9136", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 1908.02, | |
| "ciudad": "Cancún", | |
| "distancia_km": 37.69, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000659", | |
| "cliente_id": "CLI_000062", | |
| "fecha": "2025-09-10", | |
| "hora": "15:35:27", | |
| "fecha_hora": "2025-09-10 15:35:27", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6626", | |
| "comercio": "KFC", | |
| "categoria": "Restaurante", | |
| "monto": 737.2, | |
| "ciudad": "Toluca", | |
| "distancia_km": 33.06, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000660", | |
| "cliente_id": "CLI_000039", | |
| "fecha": "2025-08-26", | |
| "hora": "17:45:02", | |
| "fecha_hora": "2025-08-26 17:45:02", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7237", | |
| "comercio": "Farmacia Guadalajara", | |
| "categoria": "Farmacia", | |
| "monto": 469.82, | |
| "ciudad": "Toluca", | |
| "distancia_km": 12.09, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000661", | |
| "cliente_id": "CLI_000020", | |
| "fecha": "2025-08-23", | |
| "hora": "18:43:50", | |
| "fecha_hora": "2025-08-23 18:43:50", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9005", | |
| "comercio": "Amazon Web Services", | |
| "categoria": "Educación", | |
| "monto": 2468.15, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 21.6, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000662", | |
| "cliente_id": "CLI_000074", | |
| "fecha": "2025-08-24", | |
| "hora": "20:57:13", | |
| "fecha_hora": "2025-08-24 20:57:13", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4728", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 2503.78, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 6.15, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000663", | |
| "cliente_id": "CLI_000098", | |
| "fecha": "2025-09-02", | |
| "hora": "05:08:42", | |
| "fecha_hora": "2025-09-02 05:08:42", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5254", | |
| "comercio": "Mobil", | |
| "categoria": "Gasolina", | |
| "monto": 1147.06, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 7.05, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000664", | |
| "cliente_id": "CLI_000065", | |
| "fecha": "2025-09-22", | |
| "hora": "04:23:46", | |
| "fecha_hora": "2025-09-22 04:23:46", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5334", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 166.33, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 7.75, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000665", | |
| "cliente_id": "CLI_000058", | |
| "fecha": "2025-08-31", | |
| "hora": "12:53:24", | |
| "fecha_hora": "2025-08-31 12:53:24", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5489", | |
| "comercio": "RadioShack", | |
| "categoria": "Electrónica", | |
| "monto": 13840.38, | |
| "ciudad": "Mérida", | |
| "distancia_km": 20.59, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000666", | |
| "cliente_id": "CLI_000163", | |
| "fecha": "2025-07-18", | |
| "hora": "04:08:13", | |
| "fecha_hora": "2025-07-18 04:08:13", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6672", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 4500.78, | |
| "ciudad": "León", | |
| "distancia_km": 25.36, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000667", | |
| "cliente_id": "CLI_000124", | |
| "fecha": "2025-09-23", | |
| "hora": "14:19:40", | |
| "fecha_hora": "2025-09-23 14:19:40", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4813", | |
| "comercio": "RadioShack", | |
| "categoria": "Electrónica", | |
| "monto": 5757.12, | |
| "ciudad": "Cancún", | |
| "distancia_km": 39.7, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000668", | |
| "cliente_id": "CLI_000001", | |
| "fecha": "2025-07-07", | |
| "hora": "07:23:29", | |
| "fecha_hora": "2025-07-07 07:23:29", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7845", | |
| "comercio": "Italiannis", | |
| "categoria": "Restaurante", | |
| "monto": 1215.68, | |
| "ciudad": "Mérida", | |
| "distancia_km": 17.88, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000669", | |
| "cliente_id": "CLI_000089", | |
| "fecha": "2025-07-07", | |
| "hora": "05:43:27", | |
| "fecha_hora": "2025-07-07 05:43:27", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4636", | |
| "comercio": "Amazon", | |
| "categoria": "Electrónica", | |
| "monto": 4829.35, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 9.53, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000670", | |
| "cliente_id": "CLI_000032", | |
| "fecha": "2025-08-12", | |
| "hora": "10:49:41", | |
| "fecha_hora": "2025-08-12 10:49:41", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2574", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 102.74, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 18.18, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000671", | |
| "cliente_id": "CLI_000190", | |
| "fecha": "2025-07-27", | |
| "hora": "22:02:45", | |
| "fecha_hora": "2025-07-27 22:02:45", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5109", | |
| "comercio": "San Pablo", | |
| "categoria": "Farmacia", | |
| "monto": 572.67, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 33.23, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000672", | |
| "cliente_id": "CLI_000141", | |
| "fecha": "2025-09-24", | |
| "hora": "17:45:15", | |
| "fecha_hora": "2025-09-24 17:45:15", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3932", | |
| "comercio": "BP", | |
| "categoria": "Gasolina", | |
| "monto": 906.34, | |
| "ciudad": "Cancún", | |
| "distancia_km": 15.09, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000673", | |
| "cliente_id": "CLI_000133", | |
| "fecha": "2025-09-20", | |
| "hora": "00:16:52", | |
| "fecha_hora": "2025-09-20 00:16:52", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2216", | |
| "comercio": "Netflix", | |
| "categoria": "Entretenimiento", | |
| "monto": 368.93, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 23.56, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000674", | |
| "cliente_id": "CLI_000087", | |
| "fecha": "2025-07-16", | |
| "hora": "13:58:49", | |
| "fecha_hora": "2025-07-16 13:58:49", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9299", | |
| "comercio": "Aeroméxico", | |
| "categoria": "Viajes", | |
| "monto": 18546.53, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 3.38, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000675", | |
| "cliente_id": "CLI_000111", | |
| "fecha": "2025-08-14", | |
| "hora": "10:43:50", | |
| "fecha_hora": "2025-08-14 10:43:50", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3067", | |
| "comercio": "Mobil", | |
| "categoria": "Gasolina", | |
| "monto": 922.62, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 4.71, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000676", | |
| "cliente_id": "CLI_000032", | |
| "fecha": "2025-07-08", | |
| "hora": "05:02:34", | |
| "fecha_hora": "2025-07-08 05:02:34", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7133", | |
| "comercio": "Walmart", | |
| "categoria": "Supermercado", | |
| "monto": 2509.65, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 26.89, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000677", | |
| "cliente_id": "CLI_000022", | |
| "fecha": "2025-09-05", | |
| "hora": "08:13:34", | |
| "fecha_hora": "2025-09-05 08:13:34", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2413", | |
| "comercio": "Netflix", | |
| "categoria": "Entretenimiento", | |
| "monto": 1247.34, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 19.34, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000678", | |
| "cliente_id": "CLI_000196", | |
| "fecha": "2025-07-07", | |
| "hora": "21:16:10", | |
| "fecha_hora": "2025-07-07 21:16:10", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1678", | |
| "comercio": "Zara", | |
| "categoria": "Ropa", | |
| "monto": 2228.28, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 33.19, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000679", | |
| "cliente_id": "CLI_000025", | |
| "fecha": "2025-09-22", | |
| "hora": "23:14:56", | |
| "fecha_hora": "2025-09-22 23:14:56", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9922", | |
| "comercio": "Soriana", | |
| "categoria": "Supermercado", | |
| "monto": 523.78, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 47.6, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000680", | |
| "cliente_id": "CLI_000032", | |
| "fecha": "2025-09-12", | |
| "hora": "14:24:27", | |
| "fecha_hora": "2025-09-12 14:24:27", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4837", | |
| "comercio": "Amazon", | |
| "categoria": "Electrónica", | |
| "monto": 10728.78, | |
| "ciudad": "Mérida", | |
| "distancia_km": 42.96, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000681", | |
| "cliente_id": "CLI_000104", | |
| "fecha": "2025-08-23", | |
| "hora": "08:22:33", | |
| "fecha_hora": "2025-08-23 08:22:33", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5169", | |
| "comercio": "BP", | |
| "categoria": "Gasolina", | |
| "monto": 954.8, | |
| "ciudad": "Mérida", | |
| "distancia_km": 46.77, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000682", | |
| "cliente_id": "CLI_000134", | |
| "fecha": "2025-09-23", | |
| "hora": "23:28:17", | |
| "fecha_hora": "2025-09-23 23:28:17", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3641", | |
| "comercio": "BP", | |
| "categoria": "Gasolina", | |
| "monto": 712.07, | |
| "ciudad": "León", | |
| "distancia_km": 30.9, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000683", | |
| "cliente_id": "CLI_000173", | |
| "fecha": "2025-09-23", | |
| "hora": "00:11:36", | |
| "fecha_hora": "2025-09-23 00:11:36", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2011", | |
| "comercio": "Coppel", | |
| "categoria": "Ropa", | |
| "monto": 4394.61, | |
| "ciudad": "Cancún", | |
| "distancia_km": 49.6, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000684", | |
| "cliente_id": "CLI_000023", | |
| "fecha": "2025-07-05", | |
| "hora": "22:07:14", | |
| "fecha_hora": "2025-07-05 22:07:14", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2112", | |
| "comercio": "Farmacia Guadalajara", | |
| "categoria": "Farmacia", | |
| "monto": 605.47, | |
| "ciudad": "Mérida", | |
| "distancia_km": 37.51, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000685", | |
| "cliente_id": "CLI_000027", | |
| "fecha": "2025-09-28", | |
| "hora": "00:28:15", | |
| "fecha_hora": "2025-09-28 00:28:15", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8387", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 3212.23, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 39.36, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000686", | |
| "cliente_id": "CLI_000011", | |
| "fecha": "2025-08-15", | |
| "hora": "18:45:16", | |
| "fecha_hora": "2025-08-15 18:45:16", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5031", | |
| "comercio": "Domino's", | |
| "categoria": "Restaurante", | |
| "monto": 1298.58, | |
| "ciudad": "Cancún", | |
| "distancia_km": 1.55, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000687", | |
| "cliente_id": "CLI_000160", | |
| "fecha": "2025-07-11", | |
| "hora": "21:59:33", | |
| "fecha_hora": "2025-07-11 21:59:33", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3016", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 3717.14, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 33.67, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000688", | |
| "cliente_id": "CLI_000130", | |
| "fecha": "2025-07-23", | |
| "hora": "08:44:17", | |
| "fecha_hora": "2025-07-23 08:44:17", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6044", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 755.8, | |
| "ciudad": "Mérida", | |
| "distancia_km": 36.19, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000689", | |
| "cliente_id": "CLI_000192", | |
| "fecha": "2025-08-22", | |
| "hora": "05:00:19", | |
| "fecha_hora": "2025-08-22 05:00:19", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6685", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 3439.46, | |
| "ciudad": "Puebla", | |
| "distancia_km": 2.83, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000690", | |
| "cliente_id": "CLI_000060", | |
| "fecha": "2025-09-01", | |
| "hora": "18:56:32", | |
| "fecha_hora": "2025-09-01 18:56:32", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1051", | |
| "comercio": "Zara", | |
| "categoria": "Ropa", | |
| "monto": 6829.66, | |
| "ciudad": "Toluca", | |
| "distancia_km": 3.51, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000691", | |
| "cliente_id": "CLI_000091", | |
| "fecha": "2025-08-21", | |
| "hora": "10:31:34", | |
| "fecha_hora": "2025-08-21 10:31:34", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7386", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 473.27, | |
| "ciudad": "Puebla", | |
| "distancia_km": 37.35, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000692", | |
| "cliente_id": "CLI_000155", | |
| "fecha": "2025-09-05", | |
| "hora": "06:35:18", | |
| "fecha_hora": "2025-09-05 06:35:18", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6690", | |
| "comercio": "Shell", | |
| "categoria": "Gasolina", | |
| "monto": 1288.07, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 7.01, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000693", | |
| "cliente_id": "CLI_000184", | |
| "fecha": "2025-09-23", | |
| "hora": "01:22:15", | |
| "fecha_hora": "2025-09-23 01:22:15", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1867", | |
| "comercio": "Cinemex", | |
| "categoria": "Entretenimiento", | |
| "monto": 1083.08, | |
| "ciudad": "Puebla", | |
| "distancia_km": 29.87, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000694", | |
| "cliente_id": "CLI_000163", | |
| "fecha": "2025-09-08", | |
| "hora": "01:09:32", | |
| "fecha_hora": "2025-09-08 01:09:32", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6307", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 4718.65, | |
| "ciudad": "Toluca", | |
| "distancia_km": 2.51, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000695", | |
| "cliente_id": "CLI_000142", | |
| "fecha": "2025-08-06", | |
| "hora": "03:11:40", | |
| "fecha_hora": "2025-08-06 03:11:40", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9466", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 5246.97, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 3.09, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000696", | |
| "cliente_id": "CLI_000115", | |
| "fecha": "2025-08-21", | |
| "hora": "19:09:14", | |
| "fecha_hora": "2025-08-21 19:09:14", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7598", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 13324.43, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 12.49, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000697", | |
| "cliente_id": "CLI_000089", | |
| "fecha": "2025-08-31", | |
| "hora": "06:24:13", | |
| "fecha_hora": "2025-08-31 06:24:13", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4561", | |
| "comercio": "Farmacia Guadalajara", | |
| "categoria": "Farmacia", | |
| "monto": 374.31, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 6.66, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000698", | |
| "cliente_id": "CLI_000179", | |
| "fecha": "2025-09-20", | |
| "hora": "20:53:50", | |
| "fecha_hora": "2025-09-20 20:53:50", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3645", | |
| "comercio": "Shell", | |
| "categoria": "Gasolina", | |
| "monto": 1132.59, | |
| "ciudad": "Toluca", | |
| "distancia_km": 45.05, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000699", | |
| "cliente_id": "CLI_000170", | |
| "fecha": "2025-09-06", | |
| "hora": "02:12:56", | |
| "fecha_hora": "2025-09-06 02:12:56", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3974", | |
| "comercio": "Aeroméxico", | |
| "categoria": "Viajes", | |
| "monto": 7656.19, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 0.21, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000700", | |
| "cliente_id": "CLI_000051", | |
| "fecha": "2025-09-22", | |
| "hora": "15:11:03", | |
| "fecha_hora": "2025-09-22 15:11:03", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2660", | |
| "comercio": "KFC", | |
| "categoria": "Restaurante", | |
| "monto": 486.94, | |
| "ciudad": "Mérida", | |
| "distancia_km": 20.07, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000701", | |
| "cliente_id": "CLI_000079", | |
| "fecha": "2025-09-27", | |
| "hora": "18:28:46", | |
| "fecha_hora": "2025-09-27 18:28:46", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3542", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 215.75, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 4.93, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000702", | |
| "cliente_id": "CLI_000014", | |
| "fecha": "2025-07-04", | |
| "hora": "04:53:01", | |
| "fecha_hora": "2025-07-04 04:53:01", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1909", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 4429.0, | |
| "ciudad": "Mérida", | |
| "distancia_km": 13.84, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000703", | |
| "cliente_id": "CLI_000037", | |
| "fecha": "2025-08-15", | |
| "hora": "02:53:40", | |
| "fecha_hora": "2025-08-15 02:53:40", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8422", | |
| "comercio": "Coppel", | |
| "categoria": "Ropa", | |
| "monto": 4403.68, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 22.84, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000704", | |
| "cliente_id": "CLI_000098", | |
| "fecha": "2025-08-11", | |
| "hora": "11:16:28", | |
| "fecha_hora": "2025-08-11 11:16:28", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1064", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 411.5, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 45.33, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000705", | |
| "cliente_id": "CLI_000075", | |
| "fecha": "2025-08-05", | |
| "hora": "12:11:40", | |
| "fecha_hora": "2025-08-05 12:11:40", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3887", | |
| "comercio": "AT&T", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 430.6, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 15.48, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000706", | |
| "cliente_id": "CLI_000145", | |
| "fecha": "2025-09-03", | |
| "hora": "12:26:37", | |
| "fecha_hora": "2025-09-03 12:26:37", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4995", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 874.1, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 9.13, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000707", | |
| "cliente_id": "CLI_000108", | |
| "fecha": "2025-09-23", | |
| "hora": "08:31:57", | |
| "fecha_hora": "2025-09-23 08:31:57", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6127", | |
| "comercio": "Booking.com", | |
| "categoria": "Viajes", | |
| "monto": 11981.57, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 29.26, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000708", | |
| "cliente_id": "CLI_000048", | |
| "fecha": "2025-07-11", | |
| "hora": "14:05:06", | |
| "fecha_hora": "2025-07-11 14:05:06", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4004", | |
| "comercio": "Soriana", | |
| "categoria": "Supermercado", | |
| "monto": 2065.73, | |
| "ciudad": "Mérida", | |
| "distancia_km": 35.18, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000709", | |
| "cliente_id": "CLI_000066", | |
| "fecha": "2025-08-13", | |
| "hora": "20:00:39", | |
| "fecha_hora": "2025-08-13 20:00:39", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3666", | |
| "comercio": "Shell", | |
| "categoria": "Gasolina", | |
| "monto": 2982.73, | |
| "ciudad": "León", | |
| "distancia_km": 360.54, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000710", | |
| "cliente_id": "CLI_000193", | |
| "fecha": "2025-07-21", | |
| "hora": "11:59:25", | |
| "fecha_hora": "2025-07-21 11:59:25", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2529", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 731.41, | |
| "ciudad": "León", | |
| "distancia_km": 14.03, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000711", | |
| "cliente_id": "CLI_000036", | |
| "fecha": "2025-09-21", | |
| "hora": "21:24:23", | |
| "fecha_hora": "2025-09-21 21:24:23", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7032", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 9566.77, | |
| "ciudad": "Puebla", | |
| "distancia_km": 3.3, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000712", | |
| "cliente_id": "CLI_000014", | |
| "fecha": "2025-08-27", | |
| "hora": "20:24:58", | |
| "fecha_hora": "2025-08-27 20:24:58", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6301", | |
| "comercio": "Uber", | |
| "categoria": "Servicios", | |
| "monto": 991.76, | |
| "ciudad": "León", | |
| "distancia_km": 19.02, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000713", | |
| "cliente_id": "CLI_000031", | |
| "fecha": "2025-08-18", | |
| "hora": "04:52:07", | |
| "fecha_hora": "2025-08-18 04:52:07", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4288", | |
| "comercio": "Best Buy", | |
| "categoria": "Electrónica", | |
| "monto": 7113.6, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 22.31, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000714", | |
| "cliente_id": "CLI_000069", | |
| "fecha": "2025-08-29", | |
| "hora": "04:31:36", | |
| "fecha_hora": "2025-08-29 04:31:36", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3384", | |
| "comercio": "Walmart", | |
| "categoria": "Supermercado", | |
| "monto": 1702.19, | |
| "ciudad": "Toluca", | |
| "distancia_km": 45.37, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000715", | |
| "cliente_id": "CLI_000111", | |
| "fecha": "2025-08-24", | |
| "hora": "15:53:09", | |
| "fecha_hora": "2025-08-24 15:53:09", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4825", | |
| "comercio": "Booking.com", | |
| "categoria": "Viajes", | |
| "monto": 17174.34, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 3.42, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000716", | |
| "cliente_id": "CLI_000190", | |
| "fecha": "2025-07-12", | |
| "hora": "10:42:38", | |
| "fecha_hora": "2025-07-12 10:42:38", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3158", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 80.71, | |
| "ciudad": "Mérida", | |
| "distancia_km": 44.91, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000717", | |
| "cliente_id": "CLI_000027", | |
| "fecha": "2025-07-04", | |
| "hora": "00:22:51", | |
| "fecha_hora": "2025-07-04 00:22:51", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9139", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 341.59, | |
| "ciudad": "Mérida", | |
| "distancia_km": 15.94, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000718", | |
| "cliente_id": "CLI_000077", | |
| "fecha": "2025-07-27", | |
| "hora": "19:44:57", | |
| "fecha_hora": "2025-07-27 19:44:57", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5539", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 633.34, | |
| "ciudad": "León", | |
| "distancia_km": 31.92, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000719", | |
| "cliente_id": "CLI_000108", | |
| "fecha": "2025-07-14", | |
| "hora": "02:22:27", | |
| "fecha_hora": "2025-07-14 02:22:27", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4872", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 635.77, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 11.36, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000720", | |
| "cliente_id": "CLI_000069", | |
| "fecha": "2025-10-01", | |
| "hora": "02:17:40", | |
| "fecha_hora": "2025-10-01 02:17:40", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6473", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 4233.67, | |
| "ciudad": "Mérida", | |
| "distancia_km": 32.95, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000721", | |
| "cliente_id": "CLI_000057", | |
| "fecha": "2025-07-27", | |
| "hora": "07:29:05", | |
| "fecha_hora": "2025-07-27 07:29:05", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3062", | |
| "comercio": "Shell", | |
| "categoria": "Gasolina", | |
| "monto": 980.08, | |
| "ciudad": "Toluca", | |
| "distancia_km": 18.41, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000722", | |
| "cliente_id": "CLI_000012", | |
| "fecha": "2025-07-19", | |
| "hora": "12:28:29", | |
| "fecha_hora": "2025-07-19 12:28:29", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8711", | |
| "comercio": "Mobil", | |
| "categoria": "Gasolina", | |
| "monto": 1339.74, | |
| "ciudad": "Mérida", | |
| "distancia_km": 0.71, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000723", | |
| "cliente_id": "CLI_000174", | |
| "fecha": "2025-07-18", | |
| "hora": "04:00:18", | |
| "fecha_hora": "2025-07-18 04:00:18", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4202", | |
| "comercio": "Subway", | |
| "categoria": "Restaurante", | |
| "monto": 1648.91, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 1.07, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000724", | |
| "cliente_id": "CLI_000039", | |
| "fecha": "2025-09-17", | |
| "hora": "04:13:54", | |
| "fecha_hora": "2025-09-17 04:13:54", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1506", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 5966.36, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 36.36, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000725", | |
| "cliente_id": "CLI_000011", | |
| "fecha": "2025-09-02", | |
| "hora": "19:11:25", | |
| "fecha_hora": "2025-09-02 19:11:25", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6573", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 3553.53, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 44.42, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000726", | |
| "cliente_id": "CLI_000142", | |
| "fecha": "2025-09-04", | |
| "hora": "11:52:50", | |
| "fecha_hora": "2025-09-04 11:52:50", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7864", | |
| "comercio": "Cinépolis", | |
| "categoria": "Entretenimiento", | |
| "monto": 1327.94, | |
| "ciudad": "Cancún", | |
| "distancia_km": 25.94, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000727", | |
| "cliente_id": "CLI_000178", | |
| "fecha": "2025-08-02", | |
| "hora": "04:36:06", | |
| "fecha_hora": "2025-08-02 04:36:06", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9675", | |
| "comercio": "Mercado Libre", | |
| "categoria": "Electrónica", | |
| "monto": 25446.89, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 94.71, | |
| "es_horario_inusual": true, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000728", | |
| "cliente_id": "CLI_000008", | |
| "fecha": "2025-09-20", | |
| "hora": "18:13:44", | |
| "fecha_hora": "2025-09-20 18:13:44", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8753", | |
| "comercio": "KFC", | |
| "categoria": "Restaurante", | |
| "monto": 594.37, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 19.64, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000729", | |
| "cliente_id": "CLI_000057", | |
| "fecha": "2025-07-17", | |
| "hora": "03:23:06", | |
| "fecha_hora": "2025-07-17 03:23:06", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7871", | |
| "comercio": "Costco", | |
| "categoria": "Supermercado", | |
| "monto": 1111.4, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 49.69, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000730", | |
| "cliente_id": "CLI_000082", | |
| "fecha": "2025-09-22", | |
| "hora": "19:52:00", | |
| "fecha_hora": "2025-09-22 19:52:00", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8813", | |
| "comercio": "Mobil", | |
| "categoria": "Gasolina", | |
| "monto": 559.24, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 19.84, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000731", | |
| "cliente_id": "CLI_000133", | |
| "fecha": "2025-07-07", | |
| "hora": "07:56:37", | |
| "fecha_hora": "2025-07-07 07:56:37", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3052", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 7917.21, | |
| "ciudad": "Puebla", | |
| "distancia_km": 41.15, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000732", | |
| "cliente_id": "CLI_000060", | |
| "fecha": "2025-08-21", | |
| "hora": "03:06:25", | |
| "fecha_hora": "2025-08-21 03:06:25", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1538", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 910.24, | |
| "ciudad": "Mérida", | |
| "distancia_km": 14.7, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000733", | |
| "cliente_id": "CLI_000035", | |
| "fecha": "2025-09-14", | |
| "hora": "05:22:06", | |
| "fecha_hora": "2025-09-14 05:22:06", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7852", | |
| "comercio": "Walmart", | |
| "categoria": "Supermercado", | |
| "monto": 1624.7, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 0.84, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000734", | |
| "cliente_id": "CLI_000049", | |
| "fecha": "2025-08-29", | |
| "hora": "02:00:54", | |
| "fecha_hora": "2025-08-29 02:00:54", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6084", | |
| "comercio": "Mercado Libre", | |
| "categoria": "Electrónica", | |
| "monto": 8909.64, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 36.22, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000735", | |
| "cliente_id": "CLI_000188", | |
| "fecha": "2025-09-19", | |
| "hora": "12:46:42", | |
| "fecha_hora": "2025-09-19 12:46:42", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6548", | |
| "comercio": "Totalplay", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 405.55, | |
| "ciudad": "Toluca", | |
| "distancia_km": 35.19, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000736", | |
| "cliente_id": "CLI_000190", | |
| "fecha": "2025-07-13", | |
| "hora": "04:49:26", | |
| "fecha_hora": "2025-07-13 04:49:26", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7207", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 8032.22, | |
| "ciudad": "León", | |
| "distancia_km": 18.36, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000737", | |
| "cliente_id": "CLI_000113", | |
| "fecha": "2025-10-01", | |
| "hora": "06:37:31", | |
| "fecha_hora": "2025-10-01 06:37:31", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1583", | |
| "comercio": "Subway", | |
| "categoria": "Restaurante", | |
| "monto": 1075.48, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 46.53, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000738", | |
| "cliente_id": "CLI_000005", | |
| "fecha": "2025-07-13", | |
| "hora": "18:17:29", | |
| "fecha_hora": "2025-07-13 18:17:29", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3731", | |
| "comercio": "Starbucks", | |
| "categoria": "Restaurante", | |
| "monto": 271.85, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 0.26, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000739", | |
| "cliente_id": "CLI_000024", | |
| "fecha": "2025-08-20", | |
| "hora": "07:41:41", | |
| "fecha_hora": "2025-08-20 07:41:41", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9674", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 14662.14, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 410.36, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000740", | |
| "cliente_id": "CLI_000012", | |
| "fecha": "2025-07-27", | |
| "hora": "01:09:39", | |
| "fecha_hora": "2025-07-27 01:09:39", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1639", | |
| "comercio": "Cornershop", | |
| "categoria": "Servicios", | |
| "monto": 691.99, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 5.5, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000741", | |
| "cliente_id": "CLI_000157", | |
| "fecha": "2025-07-06", | |
| "hora": "04:38:15", | |
| "fecha_hora": "2025-07-06 04:38:15", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2064", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 1275.69, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 2.24, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000742", | |
| "cliente_id": "CLI_000103", | |
| "fecha": "2025-07-14", | |
| "hora": "21:31:26", | |
| "fecha_hora": "2025-07-14 21:31:26", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5781", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 5979.13, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 2.65, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000743", | |
| "cliente_id": "CLI_000158", | |
| "fecha": "2025-07-20", | |
| "hora": "05:07:59", | |
| "fecha_hora": "2025-07-20 05:07:59", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8701", | |
| "comercio": "Coppel", | |
| "categoria": "Ropa", | |
| "monto": 822.38, | |
| "ciudad": "Mérida", | |
| "distancia_km": 17.01, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000744", | |
| "cliente_id": "CLI_000059", | |
| "fecha": "2025-07-27", | |
| "hora": "12:09:09", | |
| "fecha_hora": "2025-07-27 12:09:09", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2892", | |
| "comercio": "Uber", | |
| "categoria": "Servicios", | |
| "monto": 482.06, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 45.07, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000745", | |
| "cliente_id": "CLI_000063", | |
| "fecha": "2025-07-11", | |
| "hora": "08:57:42", | |
| "fecha_hora": "2025-07-11 08:57:42", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2954", | |
| "comercio": "Netflix", | |
| "categoria": "Entretenimiento", | |
| "monto": 947.8, | |
| "ciudad": "Cancún", | |
| "distancia_km": 22.41, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000746", | |
| "cliente_id": "CLI_000155", | |
| "fecha": "2025-07-29", | |
| "hora": "08:10:40", | |
| "fecha_hora": "2025-07-29 08:10:40", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9708", | |
| "comercio": "La Comer", | |
| "categoria": "Supermercado", | |
| "monto": 728.87, | |
| "ciudad": "Cancún", | |
| "distancia_km": 17.22, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000747", | |
| "cliente_id": "CLI_000027", | |
| "fecha": "2025-08-15", | |
| "hora": "13:04:39", | |
| "fecha_hora": "2025-08-15 13:04:39", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3783", | |
| "comercio": "Despegar", | |
| "categoria": "Viajes", | |
| "monto": 16115.03, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 24.56, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000748", | |
| "cliente_id": "CLI_000092", | |
| "fecha": "2025-08-18", | |
| "hora": "21:50:25", | |
| "fecha_hora": "2025-08-18 21:50:25", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3985", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 706.79, | |
| "ciudad": "Cancún", | |
| "distancia_km": 49.19, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000749", | |
| "cliente_id": "CLI_000050", | |
| "fecha": "2025-08-14", | |
| "hora": "18:55:01", | |
| "fecha_hora": "2025-08-14 18:55:01", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6923", | |
| "comercio": "H&M", | |
| "categoria": "Ropa", | |
| "monto": 766.15, | |
| "ciudad": "Mérida", | |
| "distancia_km": 45.82, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000750", | |
| "cliente_id": "CLI_000140", | |
| "fecha": "2025-07-18", | |
| "hora": "11:24:10", | |
| "fecha_hora": "2025-07-18 11:24:10", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3218", | |
| "comercio": "Telcel", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 565.3, | |
| "ciudad": "Puebla", | |
| "distancia_km": 15.32, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000751", | |
| "cliente_id": "CLI_000099", | |
| "fecha": "2025-08-31", | |
| "hora": "22:27:24", | |
| "fecha_hora": "2025-08-31 22:27:24", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7811", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 9879.63, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 23.93, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000752", | |
| "cliente_id": "CLI_000119", | |
| "fecha": "2025-08-17", | |
| "hora": "20:19:54", | |
| "fecha_hora": "2025-08-17 20:19:54", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6224", | |
| "comercio": "Cornershop", | |
| "categoria": "Servicios", | |
| "monto": 87.01, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 11.63, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000753", | |
| "cliente_id": "CLI_000025", | |
| "fecha": "2025-07-04", | |
| "hora": "15:42:58", | |
| "fecha_hora": "2025-07-04 15:42:58", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5552", | |
| "comercio": "Telcel", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 759.65, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 8.96, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000754", | |
| "cliente_id": "CLI_000124", | |
| "fecha": "2025-07-23", | |
| "hora": "20:01:25", | |
| "fecha_hora": "2025-07-23 20:01:25", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7119", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 2945.73, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 34.0, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000755", | |
| "cliente_id": "CLI_000009", | |
| "fecha": "2025-07-31", | |
| "hora": "10:11:52", | |
| "fecha_hora": "2025-07-31 10:11:52", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7965", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 8656.78, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 48.12, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000756", | |
| "cliente_id": "CLI_000059", | |
| "fecha": "2025-08-07", | |
| "hora": "05:34:41", | |
| "fecha_hora": "2025-08-07 05:34:41", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7951", | |
| "comercio": "H&M", | |
| "categoria": "Ropa", | |
| "monto": 1070.55, | |
| "ciudad": "Mérida", | |
| "distancia_km": 44.67, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000757", | |
| "cliente_id": "CLI_000056", | |
| "fecha": "2025-09-26", | |
| "hora": "09:37:25", | |
| "fecha_hora": "2025-09-26 09:37:25", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4758", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 947.01, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 42.0, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000758", | |
| "cliente_id": "CLI_000002", | |
| "fecha": "2025-09-03", | |
| "hora": "21:34:50", | |
| "fecha_hora": "2025-09-03 21:34:50", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9639", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 6633.62, | |
| "ciudad": "Cancún", | |
| "distancia_km": 42.25, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000759", | |
| "cliente_id": "CLI_000073", | |
| "fecha": "2025-09-18", | |
| "hora": "17:10:03", | |
| "fecha_hora": "2025-09-18 17:10:03", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5629", | |
| "comercio": "Coppel", | |
| "categoria": "Ropa", | |
| "monto": 2763.35, | |
| "ciudad": "León", | |
| "distancia_km": 44.34, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000760", | |
| "cliente_id": "CLI_000186", | |
| "fecha": "2025-07-25", | |
| "hora": "04:18:37", | |
| "fecha_hora": "2025-07-25 04:18:37", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3118", | |
| "comercio": "Amazon Web Services", | |
| "categoria": "Educación", | |
| "monto": 4100.71, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 48.09, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000761", | |
| "cliente_id": "CLI_000056", | |
| "fecha": "2025-07-26", | |
| "hora": "18:59:39", | |
| "fecha_hora": "2025-07-26 18:59:39", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2483", | |
| "comercio": "McDonald's", | |
| "categoria": "Restaurante", | |
| "monto": 1884.33, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 3.98, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000762", | |
| "cliente_id": "CLI_000134", | |
| "fecha": "2025-09-21", | |
| "hora": "19:06:29", | |
| "fecha_hora": "2025-09-21 19:06:29", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7493", | |
| "comercio": "Soriana", | |
| "categoria": "Supermercado", | |
| "monto": 1201.3, | |
| "ciudad": "León", | |
| "distancia_km": 4.58, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000763", | |
| "cliente_id": "CLI_000127", | |
| "fecha": "2025-09-10", | |
| "hora": "08:04:22", | |
| "fecha_hora": "2025-09-10 08:04:22", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5709", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 3525.44, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 2.26, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000764", | |
| "cliente_id": "CLI_000003", | |
| "fecha": "2025-07-12", | |
| "hora": "23:42:21", | |
| "fecha_hora": "2025-07-12 23:42:21", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2790", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 428.56, | |
| "ciudad": "Cancún", | |
| "distancia_km": 7.72, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000765", | |
| "cliente_id": "CLI_000171", | |
| "fecha": "2025-08-23", | |
| "hora": "23:25:14", | |
| "fecha_hora": "2025-08-23 23:25:14", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5879", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 760.85, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 2.82, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000766", | |
| "cliente_id": "CLI_000007", | |
| "fecha": "2025-07-06", | |
| "hora": "13:39:01", | |
| "fecha_hora": "2025-07-06 13:39:01", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9633", | |
| "comercio": "DiDi", | |
| "categoria": "Servicios", | |
| "monto": 607.58, | |
| "ciudad": "Toluca", | |
| "distancia_km": 46.76, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000767", | |
| "cliente_id": "CLI_000198", | |
| "fecha": "2025-09-03", | |
| "hora": "04:00:55", | |
| "fecha_hora": "2025-09-03 04:00:55", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2190", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 13779.88, | |
| "ciudad": "Cancún", | |
| "distancia_km": 2.48, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000768", | |
| "cliente_id": "CLI_000162", | |
| "fecha": "2025-09-29", | |
| "hora": "08:35:23", | |
| "fecha_hora": "2025-09-29 08:35:23", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9547", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 4315.17, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 10.35, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000769", | |
| "cliente_id": "CLI_000134", | |
| "fecha": "2025-09-03", | |
| "hora": "02:33:03", | |
| "fecha_hora": "2025-09-03 02:33:03", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6672", | |
| "comercio": "Booking.com", | |
| "categoria": "Viajes", | |
| "monto": 3122.55, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 2.56, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000770", | |
| "cliente_id": "CLI_000073", | |
| "fecha": "2025-09-18", | |
| "hora": "00:56:30", | |
| "fecha_hora": "2025-09-18 00:56:30", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2840", | |
| "comercio": "Soriana", | |
| "categoria": "Supermercado", | |
| "monto": 100.73, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 26.23, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000771", | |
| "cliente_id": "CLI_000006", | |
| "fecha": "2025-09-22", | |
| "hora": "05:22:06", | |
| "fecha_hora": "2025-09-22 05:22:06", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3633", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 533.51, | |
| "ciudad": "Mérida", | |
| "distancia_km": 14.84, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000772", | |
| "cliente_id": "CLI_000189", | |
| "fecha": "2025-09-26", | |
| "hora": "10:27:23", | |
| "fecha_hora": "2025-09-26 10:27:23", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3108", | |
| "comercio": "KFC", | |
| "categoria": "Restaurante", | |
| "monto": 1739.96, | |
| "ciudad": "Puebla", | |
| "distancia_km": 49.94, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000773", | |
| "cliente_id": "CLI_000027", | |
| "fecha": "2025-09-14", | |
| "hora": "13:33:57", | |
| "fecha_hora": "2025-09-14 13:33:57", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2075", | |
| "comercio": "Coppel", | |
| "categoria": "Ropa", | |
| "monto": 499.86, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 34.21, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000774", | |
| "cliente_id": "CLI_000154", | |
| "fecha": "2025-09-27", | |
| "hora": "00:42:10", | |
| "fecha_hora": "2025-09-27 00:42:10", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9758", | |
| "comercio": "Movistar", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 763.55, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 22.35, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000775", | |
| "cliente_id": "CLI_000067", | |
| "fecha": "2025-07-18", | |
| "hora": "19:46:13", | |
| "fecha_hora": "2025-07-18 19:46:13", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9248", | |
| "comercio": "Amazon Web Services", | |
| "categoria": "Educación", | |
| "monto": 1525.62, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 12.81, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000776", | |
| "cliente_id": "CLI_000107", | |
| "fecha": "2025-09-06", | |
| "hora": "12:36:24", | |
| "fecha_hora": "2025-09-06 12:36:24", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5420", | |
| "comercio": "BP", | |
| "categoria": "Gasolina", | |
| "monto": 2976.37, | |
| "ciudad": "Puebla", | |
| "distancia_km": 98.87, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000777", | |
| "cliente_id": "CLI_000189", | |
| "fecha": "2025-09-20", | |
| "hora": "10:23:51", | |
| "fecha_hora": "2025-09-20 10:23:51", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6703", | |
| "comercio": "BP", | |
| "categoria": "Gasolina", | |
| "monto": 3336.18, | |
| "ciudad": "Cancún", | |
| "distancia_km": 333.4, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000778", | |
| "cliente_id": "CLI_000055", | |
| "fecha": "2025-09-01", | |
| "hora": "02:36:19", | |
| "fecha_hora": "2025-09-01 02:36:19", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3841", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 4195.82, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 28.09, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000779", | |
| "cliente_id": "CLI_000155", | |
| "fecha": "2025-08-12", | |
| "hora": "05:31:26", | |
| "fecha_hora": "2025-08-12 05:31:26", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3135", | |
| "comercio": "Costco", | |
| "categoria": "Supermercado", | |
| "monto": 2144.0, | |
| "ciudad": "León", | |
| "distancia_km": 18.78, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000780", | |
| "cliente_id": "CLI_000135", | |
| "fecha": "2025-07-16", | |
| "hora": "17:47:05", | |
| "fecha_hora": "2025-07-16 17:47:05", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8833", | |
| "comercio": "Aeroméxico", | |
| "categoria": "Viajes", | |
| "monto": 8129.55, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 5.87, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000781", | |
| "cliente_id": "CLI_000074", | |
| "fecha": "2025-08-02", | |
| "hora": "04:01:26", | |
| "fecha_hora": "2025-08-02 04:01:26", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7502", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 535.83, | |
| "ciudad": "Mérida", | |
| "distancia_km": 45.37, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000782", | |
| "cliente_id": "CLI_000159", | |
| "fecha": "2025-07-06", | |
| "hora": "20:38:23", | |
| "fecha_hora": "2025-07-06 20:38:23", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3476", | |
| "comercio": "RadioShack", | |
| "categoria": "Electrónica", | |
| "monto": 6980.25, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 43.28, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000783", | |
| "cliente_id": "CLI_000078", | |
| "fecha": "2025-09-04", | |
| "hora": "05:10:22", | |
| "fecha_hora": "2025-09-04 05:10:22", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9571", | |
| "comercio": "Coppel", | |
| "categoria": "Ropa", | |
| "monto": 1597.95, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 34.97, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000784", | |
| "cliente_id": "CLI_000083", | |
| "fecha": "2025-08-04", | |
| "hora": "07:57:04", | |
| "fecha_hora": "2025-08-04 07:57:04", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4438", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 3975.87, | |
| "ciudad": "Mérida", | |
| "distancia_km": 14.18, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000785", | |
| "cliente_id": "CLI_000009", | |
| "fecha": "2025-09-30", | |
| "hora": "06:46:48", | |
| "fecha_hora": "2025-09-30 06:46:48", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2837", | |
| "comercio": "Mercado Libre", | |
| "categoria": "Electrónica", | |
| "monto": 2221.16, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 26.15, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000786", | |
| "cliente_id": "CLI_000047", | |
| "fecha": "2025-07-18", | |
| "hora": "01:42:45", | |
| "fecha_hora": "2025-07-18 01:42:45", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7575", | |
| "comercio": "Shell", | |
| "categoria": "Gasolina", | |
| "monto": 1243.65, | |
| "ciudad": "Toluca", | |
| "distancia_km": 46.77, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000787", | |
| "cliente_id": "CLI_000135", | |
| "fecha": "2025-08-05", | |
| "hora": "10:37:11", | |
| "fecha_hora": "2025-08-05 10:37:11", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8431", | |
| "comercio": "RadioShack", | |
| "categoria": "Electrónica", | |
| "monto": 10595.39, | |
| "ciudad": "Puebla", | |
| "distancia_km": 32.1, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000788", | |
| "cliente_id": "CLI_000188", | |
| "fecha": "2025-09-23", | |
| "hora": "07:01:43", | |
| "fecha_hora": "2025-09-23 07:01:43", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9571", | |
| "comercio": "Mercado Libre", | |
| "categoria": "Electrónica", | |
| "monto": 7114.81, | |
| "ciudad": "Toluca", | |
| "distancia_km": 3.83, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000789", | |
| "cliente_id": "CLI_000049", | |
| "fecha": "2025-09-24", | |
| "hora": "12:35:01", | |
| "fecha_hora": "2025-09-24 12:35:01", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6353", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 13356.36, | |
| "ciudad": "Mérida", | |
| "distancia_km": 25.97, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000790", | |
| "cliente_id": "CLI_000012", | |
| "fecha": "2025-09-03", | |
| "hora": "02:29:21", | |
| "fecha_hora": "2025-09-03 02:29:21", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8867", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 79.08, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 8.23, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000791", | |
| "cliente_id": "CLI_000079", | |
| "fecha": "2025-08-23", | |
| "hora": "18:11:36", | |
| "fecha_hora": "2025-08-23 18:11:36", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9620", | |
| "comercio": "Mobil", | |
| "categoria": "Gasolina", | |
| "monto": 1227.25, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 40.26, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000792", | |
| "cliente_id": "CLI_000111", | |
| "fecha": "2025-08-09", | |
| "hora": "04:20:51", | |
| "fecha_hora": "2025-08-09 04:20:51", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3121", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 8551.79, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 48.03, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000793", | |
| "cliente_id": "CLI_000024", | |
| "fecha": "2025-08-17", | |
| "hora": "11:02:47", | |
| "fecha_hora": "2025-08-17 11:02:47", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6652", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 4745.01, | |
| "ciudad": "Cancún", | |
| "distancia_km": 30.34, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000794", | |
| "cliente_id": "CLI_000193", | |
| "fecha": "2025-09-30", | |
| "hora": "13:35:22", | |
| "fecha_hora": "2025-09-30 13:35:22", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3848", | |
| "comercio": "Movistar", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 1727.52, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 434.28, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000795", | |
| "cliente_id": "CLI_000080", | |
| "fecha": "2025-09-09", | |
| "hora": "04:23:22", | |
| "fecha_hora": "2025-09-09 04:23:22", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7901", | |
| "comercio": "Cinépolis", | |
| "categoria": "Entretenimiento", | |
| "monto": 940.63, | |
| "ciudad": "Toluca", | |
| "distancia_km": 14.35, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000796", | |
| "cliente_id": "CLI_000138", | |
| "fecha": "2025-09-24", | |
| "hora": "00:47:47", | |
| "fecha_hora": "2025-09-24 00:47:47", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6515", | |
| "comercio": "RadioShack", | |
| "categoria": "Electrónica", | |
| "monto": 2819.32, | |
| "ciudad": "Puebla", | |
| "distancia_km": 17.45, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000797", | |
| "cliente_id": "CLI_000005", | |
| "fecha": "2025-09-01", | |
| "hora": "00:34:25", | |
| "fecha_hora": "2025-09-01 00:34:25", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8794", | |
| "comercio": "BP", | |
| "categoria": "Gasolina", | |
| "monto": 1113.19, | |
| "ciudad": "Toluca", | |
| "distancia_km": 43.81, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000798", | |
| "cliente_id": "CLI_000193", | |
| "fecha": "2025-08-20", | |
| "hora": "16:29:43", | |
| "fecha_hora": "2025-08-20 16:29:43", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8008", | |
| "comercio": "Mobil", | |
| "categoria": "Gasolina", | |
| "monto": 490.95, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 9.63, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000799", | |
| "cliente_id": "CLI_000059", | |
| "fecha": "2025-09-27", | |
| "hora": "02:59:03", | |
| "fecha_hora": "2025-09-27 02:59:03", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8642", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 1408.08, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 16.22, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000800", | |
| "cliente_id": "CLI_000130", | |
| "fecha": "2025-08-09", | |
| "hora": "05:27:25", | |
| "fecha_hora": "2025-08-09 05:27:25", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5494", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 1214.5, | |
| "ciudad": "Toluca", | |
| "distancia_km": 1.52, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000801", | |
| "cliente_id": "CLI_000095", | |
| "fecha": "2025-09-26", | |
| "hora": "07:19:36", | |
| "fecha_hora": "2025-09-26 07:19:36", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8382", | |
| "comercio": "Movistar", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 2308.34, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 381.02, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000802", | |
| "cliente_id": "CLI_000045", | |
| "fecha": "2025-09-07", | |
| "hora": "11:22:42", | |
| "fecha_hora": "2025-09-07 11:22:42", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2342", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 12470.31, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 11.02, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000803", | |
| "cliente_id": "CLI_000046", | |
| "fecha": "2025-08-16", | |
| "hora": "02:44:27", | |
| "fecha_hora": "2025-08-16 02:44:27", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8688", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 111.67, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 1.73, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000804", | |
| "cliente_id": "CLI_000090", | |
| "fecha": "2025-09-17", | |
| "hora": "05:06:55", | |
| "fecha_hora": "2025-09-17 05:06:55", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5272", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 8304.36, | |
| "ciudad": "Mérida", | |
| "distancia_km": 20.25, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000805", | |
| "cliente_id": "CLI_000173", | |
| "fecha": "2025-07-18", | |
| "hora": "11:55:02", | |
| "fecha_hora": "2025-07-18 11:55:02", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3033", | |
| "comercio": "Netflix", | |
| "categoria": "Entretenimiento", | |
| "monto": 462.14, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 0.2, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000806", | |
| "cliente_id": "CLI_000136", | |
| "fecha": "2025-07-08", | |
| "hora": "15:00:35", | |
| "fecha_hora": "2025-07-08 15:00:35", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8965", | |
| "comercio": "Amazon Web Services", | |
| "categoria": "Educación", | |
| "monto": 3478.23, | |
| "ciudad": "León", | |
| "distancia_km": 25.42, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000807", | |
| "cliente_id": "CLI_000084", | |
| "fecha": "2025-09-30", | |
| "hora": "04:34:27", | |
| "fecha_hora": "2025-09-30 04:34:27", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7470", | |
| "comercio": "Chevron", | |
| "categoria": "Gasolina", | |
| "monto": 310.89, | |
| "ciudad": "León", | |
| "distancia_km": 38.07, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000808", | |
| "cliente_id": "CLI_000054", | |
| "fecha": "2025-07-11", | |
| "hora": "02:55:06", | |
| "fecha_hora": "2025-07-11 02:55:06", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7362", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 7179.75, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 29.29, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000809", | |
| "cliente_id": "CLI_000055", | |
| "fecha": "2025-08-28", | |
| "hora": "08:40:26", | |
| "fecha_hora": "2025-08-28 08:40:26", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9734", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 766.88, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 49.49, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000810", | |
| "cliente_id": "CLI_000152", | |
| "fecha": "2025-09-20", | |
| "hora": "04:16:15", | |
| "fecha_hora": "2025-09-20 04:16:15", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8723", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 7823.78, | |
| "ciudad": "Toluca", | |
| "distancia_km": 16.8, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000811", | |
| "cliente_id": "CLI_000081", | |
| "fecha": "2025-07-09", | |
| "hora": "10:28:51", | |
| "fecha_hora": "2025-07-09 10:28:51", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9752", | |
| "comercio": "Cinemex", | |
| "categoria": "Entretenimiento", | |
| "monto": 550.82, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 3.73, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000812", | |
| "cliente_id": "CLI_000034", | |
| "fecha": "2025-09-24", | |
| "hora": "14:55:05", | |
| "fecha_hora": "2025-09-24 14:55:05", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3991", | |
| "comercio": "Movistar", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 209.67, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 22.82, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000813", | |
| "cliente_id": "CLI_000057", | |
| "fecha": "2025-09-13", | |
| "hora": "14:05:03", | |
| "fecha_hora": "2025-09-13 14:05:03", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9390", | |
| "comercio": "Amazon", | |
| "categoria": "Electrónica", | |
| "monto": 11361.74, | |
| "ciudad": "Puebla", | |
| "distancia_km": 11.37, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000814", | |
| "cliente_id": "CLI_000192", | |
| "fecha": "2025-07-20", | |
| "hora": "07:00:18", | |
| "fecha_hora": "2025-07-20 07:00:18", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2730", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 111.54, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 4.66, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000815", | |
| "cliente_id": "CLI_000187", | |
| "fecha": "2025-08-20", | |
| "hora": "16:13:33", | |
| "fecha_hora": "2025-08-20 16:13:33", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6391", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 8444.86, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 7.11, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000816", | |
| "cliente_id": "CLI_000016", | |
| "fecha": "2025-07-20", | |
| "hora": "04:44:56", | |
| "fecha_hora": "2025-07-20 04:44:56", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5169", | |
| "comercio": "KFC", | |
| "categoria": "Restaurante", | |
| "monto": 1764.72, | |
| "ciudad": "Mérida", | |
| "distancia_km": 23.34, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000817", | |
| "cliente_id": "CLI_000184", | |
| "fecha": "2025-08-04", | |
| "hora": "14:53:56", | |
| "fecha_hora": "2025-08-04 14:53:56", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8129", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 2950.57, | |
| "ciudad": "Mérida", | |
| "distancia_km": 25.56, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000818", | |
| "cliente_id": "CLI_000166", | |
| "fecha": "2025-09-04", | |
| "hora": "10:57:40", | |
| "fecha_hora": "2025-09-04 10:57:40", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9185", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 4186.07, | |
| "ciudad": "León", | |
| "distancia_km": 5.53, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000819", | |
| "cliente_id": "CLI_000139", | |
| "fecha": "2025-07-21", | |
| "hora": "12:12:13", | |
| "fecha_hora": "2025-07-21 12:12:13", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1278", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 4079.45, | |
| "ciudad": "Cancún", | |
| "distancia_km": 7.91, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000820", | |
| "cliente_id": "CLI_000097", | |
| "fecha": "2025-07-18", | |
| "hora": "15:22:53", | |
| "fecha_hora": "2025-07-18 15:22:53", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6234", | |
| "comercio": "Farmacia Guadalajara", | |
| "categoria": "Farmacia", | |
| "monto": 729.95, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 2.58, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000821", | |
| "cliente_id": "CLI_000136", | |
| "fecha": "2025-09-25", | |
| "hora": "19:20:13", | |
| "fecha_hora": "2025-09-25 19:20:13", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7183", | |
| "comercio": "Italiannis", | |
| "categoria": "Restaurante", | |
| "monto": 1352.23, | |
| "ciudad": "Toluca", | |
| "distancia_km": 1.06, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000822", | |
| "cliente_id": "CLI_000157", | |
| "fecha": "2025-09-29", | |
| "hora": "11:43:12", | |
| "fecha_hora": "2025-09-29 11:43:12", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5575", | |
| "comercio": "Chevron", | |
| "categoria": "Gasolina", | |
| "monto": 515.22, | |
| "ciudad": "Toluca", | |
| "distancia_km": 36.75, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000823", | |
| "cliente_id": "CLI_000173", | |
| "fecha": "2025-09-10", | |
| "hora": "08:39:23", | |
| "fecha_hora": "2025-09-10 08:39:23", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1181", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 803.91, | |
| "ciudad": "Cancún", | |
| "distancia_km": 34.73, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000824", | |
| "cliente_id": "CLI_000076", | |
| "fecha": "2025-08-08", | |
| "hora": "00:07:23", | |
| "fecha_hora": "2025-08-08 00:07:23", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7945", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 10632.57, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 290.83, | |
| "es_horario_inusual": true, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000825", | |
| "cliente_id": "CLI_000152", | |
| "fecha": "2025-08-17", | |
| "hora": "21:42:18", | |
| "fecha_hora": "2025-08-17 21:42:18", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8475", | |
| "comercio": "Costco", | |
| "categoria": "Supermercado", | |
| "monto": 1196.02, | |
| "ciudad": "León", | |
| "distancia_km": 2.88, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000826", | |
| "cliente_id": "CLI_000070", | |
| "fecha": "2025-08-24", | |
| "hora": "12:32:13", | |
| "fecha_hora": "2025-08-24 12:32:13", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9528", | |
| "comercio": "Airbnb", | |
| "categoria": "Viajes", | |
| "monto": 19538.6, | |
| "ciudad": "Cancún", | |
| "distancia_km": 42.58, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000827", | |
| "cliente_id": "CLI_000176", | |
| "fecha": "2025-08-12", | |
| "hora": "18:09:56", | |
| "fecha_hora": "2025-08-12 18:09:56", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1774", | |
| "comercio": "Soriana", | |
| "categoria": "Supermercado", | |
| "monto": 1130.88, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 42.08, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000828", | |
| "cliente_id": "CLI_000124", | |
| "fecha": "2025-08-14", | |
| "hora": "09:03:29", | |
| "fecha_hora": "2025-08-14 09:03:29", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7783", | |
| "comercio": "La Comer", | |
| "categoria": "Supermercado", | |
| "monto": 1104.96, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 14.63, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000829", | |
| "cliente_id": "CLI_000071", | |
| "fecha": "2025-09-18", | |
| "hora": "08:39:44", | |
| "fecha_hora": "2025-09-18 08:39:44", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4000", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 9991.97, | |
| "ciudad": "Toluca", | |
| "distancia_km": 40.02, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000830", | |
| "cliente_id": "CLI_000166", | |
| "fecha": "2025-08-30", | |
| "hora": "11:40:31", | |
| "fecha_hora": "2025-08-30 11:40:31", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7068", | |
| "comercio": "Airbnb", | |
| "categoria": "Viajes", | |
| "monto": 16969.76, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 43.01, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000831", | |
| "cliente_id": "CLI_000081", | |
| "fecha": "2025-09-17", | |
| "hora": "15:59:57", | |
| "fecha_hora": "2025-09-17 15:59:57", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4595", | |
| "comercio": "Amazon Web Services", | |
| "categoria": "Educación", | |
| "monto": 4210.32, | |
| "ciudad": "Puebla", | |
| "distancia_km": 39.69, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000832", | |
| "cliente_id": "CLI_000188", | |
| "fecha": "2025-09-05", | |
| "hora": "22:46:35", | |
| "fecha_hora": "2025-09-05 22:46:35", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3419", | |
| "comercio": "DiDi", | |
| "categoria": "Servicios", | |
| "monto": 1491.78, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 397.22, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000833", | |
| "cliente_id": "CLI_000123", | |
| "fecha": "2025-08-02", | |
| "hora": "03:44:38", | |
| "fecha_hora": "2025-08-02 03:44:38", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7429", | |
| "comercio": "Shell", | |
| "categoria": "Gasolina", | |
| "monto": 760.28, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 3.24, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000834", | |
| "cliente_id": "CLI_000192", | |
| "fecha": "2025-10-01", | |
| "hora": "19:09:57", | |
| "fecha_hora": "2025-10-01 19:09:57", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3057", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 7921.49, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 32.69, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000835", | |
| "cliente_id": "CLI_000106", | |
| "fecha": "2025-08-27", | |
| "hora": "10:51:06", | |
| "fecha_hora": "2025-08-27 10:51:06", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7142", | |
| "comercio": "La Comer", | |
| "categoria": "Supermercado", | |
| "monto": 1998.12, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 42.6, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000836", | |
| "cliente_id": "CLI_000191", | |
| "fecha": "2025-08-08", | |
| "hora": "01:08:32", | |
| "fecha_hora": "2025-08-08 01:08:32", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5015", | |
| "comercio": "Telcel", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 760.73, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 7.13, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000837", | |
| "cliente_id": "CLI_000115", | |
| "fecha": "2025-07-18", | |
| "hora": "09:17:02", | |
| "fecha_hora": "2025-07-18 09:17:02", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1423", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 537.95, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 37.29, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000838", | |
| "cliente_id": "CLI_000061", | |
| "fecha": "2025-09-25", | |
| "hora": "06:52:34", | |
| "fecha_hora": "2025-09-25 06:52:34", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5378", | |
| "comercio": "Italiannis", | |
| "categoria": "Restaurante", | |
| "monto": 1825.84, | |
| "ciudad": "León", | |
| "distancia_km": 21.87, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000839", | |
| "cliente_id": "CLI_000054", | |
| "fecha": "2025-08-07", | |
| "hora": "12:08:31", | |
| "fecha_hora": "2025-08-07 12:08:31", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7416", | |
| "comercio": "Farmacia Guadalajara", | |
| "categoria": "Farmacia", | |
| "monto": 56.77, | |
| "ciudad": "León", | |
| "distancia_km": 0.48, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000840", | |
| "cliente_id": "CLI_000059", | |
| "fecha": "2025-08-18", | |
| "hora": "00:36:11", | |
| "fecha_hora": "2025-08-18 00:36:11", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4315", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 9569.53, | |
| "ciudad": "Toluca", | |
| "distancia_km": 44.24, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000841", | |
| "cliente_id": "CLI_000191", | |
| "fecha": "2025-07-08", | |
| "hora": "19:57:28", | |
| "fecha_hora": "2025-07-08 19:57:28", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2412", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 437.57, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 20.52, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000842", | |
| "cliente_id": "CLI_000178", | |
| "fecha": "2025-09-20", | |
| "hora": "15:15:46", | |
| "fecha_hora": "2025-09-20 15:15:46", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1934", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 18128.1, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 36.72, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000843", | |
| "cliente_id": "CLI_000151", | |
| "fecha": "2025-07-12", | |
| "hora": "16:24:09", | |
| "fecha_hora": "2025-07-12 16:24:09", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7388", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 419.04, | |
| "ciudad": "Puebla", | |
| "distancia_km": 42.91, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000844", | |
| "cliente_id": "CLI_000125", | |
| "fecha": "2025-09-24", | |
| "hora": "16:40:06", | |
| "fecha_hora": "2025-09-24 16:40:06", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3787", | |
| "comercio": "Telcel", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 609.91, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 41.25, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000845", | |
| "cliente_id": "CLI_000132", | |
| "fecha": "2025-09-12", | |
| "hora": "16:24:38", | |
| "fecha_hora": "2025-09-12 16:24:38", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8011", | |
| "comercio": "Movistar", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 271.4, | |
| "ciudad": "León", | |
| "distancia_km": 23.55, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000846", | |
| "cliente_id": "CLI_000089", | |
| "fecha": "2025-08-29", | |
| "hora": "22:04:45", | |
| "fecha_hora": "2025-08-29 22:04:45", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8819", | |
| "comercio": "Totalplay", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 781.23, | |
| "ciudad": "León", | |
| "distancia_km": 20.88, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000847", | |
| "cliente_id": "CLI_000117", | |
| "fecha": "2025-08-23", | |
| "hora": "20:36:52", | |
| "fecha_hora": "2025-08-23 20:36:52", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5779", | |
| "comercio": "AT&T", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 534.14, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 22.96, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000848", | |
| "cliente_id": "CLI_000106", | |
| "fecha": "2025-08-22", | |
| "hora": "07:34:54", | |
| "fecha_hora": "2025-08-22 07:34:54", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8953", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 870.33, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 43.74, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000849", | |
| "cliente_id": "CLI_000154", | |
| "fecha": "2025-09-01", | |
| "hora": "10:35:01", | |
| "fecha_hora": "2025-09-01 10:35:01", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8132", | |
| "comercio": "DiDi", | |
| "categoria": "Servicios", | |
| "monto": 280.41, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 7.26, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000850", | |
| "cliente_id": "CLI_000017", | |
| "fecha": "2025-09-28", | |
| "hora": "16:21:40", | |
| "fecha_hora": "2025-09-28 16:21:40", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3936", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 22266.52, | |
| "ciudad": "León", | |
| "distancia_km": 339.28, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000851", | |
| "cliente_id": "CLI_000174", | |
| "fecha": "2025-08-28", | |
| "hora": "22:46:12", | |
| "fecha_hora": "2025-08-28 22:46:12", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5349", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 1100.17, | |
| "ciudad": "León", | |
| "distancia_km": 22.89, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000852", | |
| "cliente_id": "CLI_000009", | |
| "fecha": "2025-07-11", | |
| "hora": "18:29:46", | |
| "fecha_hora": "2025-07-11 18:29:46", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1657", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 670.08, | |
| "ciudad": "Toluca", | |
| "distancia_km": 12.34, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000853", | |
| "cliente_id": "CLI_000048", | |
| "fecha": "2025-07-06", | |
| "hora": "09:18:17", | |
| "fecha_hora": "2025-07-06 09:18:17", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4136", | |
| "comercio": "Cinemex", | |
| "categoria": "Entretenimiento", | |
| "monto": 1207.22, | |
| "ciudad": "Puebla", | |
| "distancia_km": 21.23, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000854", | |
| "cliente_id": "CLI_000066", | |
| "fecha": "2025-08-20", | |
| "hora": "08:35:19", | |
| "fecha_hora": "2025-08-20 08:35:19", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3395", | |
| "comercio": "AT&T", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 241.45, | |
| "ciudad": "Mérida", | |
| "distancia_km": 47.7, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000855", | |
| "cliente_id": "CLI_000103", | |
| "fecha": "2025-07-12", | |
| "hora": "09:04:36", | |
| "fecha_hora": "2025-07-12 09:04:36", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6879", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 17907.99, | |
| "ciudad": "Mérida", | |
| "distancia_km": 178.54, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000856", | |
| "cliente_id": "CLI_000162", | |
| "fecha": "2025-08-28", | |
| "hora": "02:31:02", | |
| "fecha_hora": "2025-08-28 02:31:02", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3702", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 14187.62, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 42.6, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000857", | |
| "cliente_id": "CLI_000092", | |
| "fecha": "2025-07-13", | |
| "hora": "17:54:00", | |
| "fecha_hora": "2025-07-13 17:54:00", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8912", | |
| "comercio": "Italiannis", | |
| "categoria": "Restaurante", | |
| "monto": 759.34, | |
| "ciudad": "León", | |
| "distancia_km": 45.42, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000858", | |
| "cliente_id": "CLI_000164", | |
| "fecha": "2025-09-23", | |
| "hora": "09:46:25", | |
| "fecha_hora": "2025-09-23 09:46:25", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1671", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 8389.41, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 14.43, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000859", | |
| "cliente_id": "CLI_000177", | |
| "fecha": "2025-08-08", | |
| "hora": "10:22:10", | |
| "fecha_hora": "2025-08-08 10:22:10", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6673", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 1297.08, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 31.38, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000860", | |
| "cliente_id": "CLI_000063", | |
| "fecha": "2025-09-25", | |
| "hora": "18:20:47", | |
| "fecha_hora": "2025-09-25 18:20:47", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1910", | |
| "comercio": "Farmacia Guadalajara", | |
| "categoria": "Farmacia", | |
| "monto": 578.1, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 34.8, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000861", | |
| "cliente_id": "CLI_000106", | |
| "fecha": "2025-08-05", | |
| "hora": "14:03:16", | |
| "fecha_hora": "2025-08-05 14:03:16", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8967", | |
| "comercio": "Despegar", | |
| "categoria": "Viajes", | |
| "monto": 15051.8, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 30.99, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000862", | |
| "cliente_id": "CLI_000117", | |
| "fecha": "2025-09-21", | |
| "hora": "01:00:41", | |
| "fecha_hora": "2025-09-21 01:00:41", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3634", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 708.74, | |
| "ciudad": "Cancún", | |
| "distancia_km": 43.68, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000863", | |
| "cliente_id": "CLI_000181", | |
| "fecha": "2025-08-29", | |
| "hora": "22:14:40", | |
| "fecha_hora": "2025-08-29 22:14:40", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6665", | |
| "comercio": "Cinépolis", | |
| "categoria": "Entretenimiento", | |
| "monto": 1367.43, | |
| "ciudad": "Mérida", | |
| "distancia_km": 241.43, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000864", | |
| "cliente_id": "CLI_000086", | |
| "fecha": "2025-07-27", | |
| "hora": "14:42:36", | |
| "fecha_hora": "2025-07-27 14:42:36", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8852", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 2914.83, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 383.51, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000865", | |
| "cliente_id": "CLI_000038", | |
| "fecha": "2025-08-06", | |
| "hora": "15:18:06", | |
| "fecha_hora": "2025-08-06 15:18:06", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8861", | |
| "comercio": "Movistar", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 293.25, | |
| "ciudad": "Cancún", | |
| "distancia_km": 31.8, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000866", | |
| "cliente_id": "CLI_000116", | |
| "fecha": "2025-08-14", | |
| "hora": "13:14:17", | |
| "fecha_hora": "2025-08-14 13:14:17", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7851", | |
| "comercio": "Mobil", | |
| "categoria": "Gasolina", | |
| "monto": 476.84, | |
| "ciudad": "Toluca", | |
| "distancia_km": 32.08, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000867", | |
| "cliente_id": "CLI_000200", | |
| "fecha": "2025-09-30", | |
| "hora": "05:30:26", | |
| "fecha_hora": "2025-09-30 05:30:26", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2563", | |
| "comercio": "Best Buy", | |
| "categoria": "Electrónica", | |
| "monto": 13775.78, | |
| "ciudad": "Mérida", | |
| "distancia_km": 2.99, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000868", | |
| "cliente_id": "CLI_000126", | |
| "fecha": "2025-07-29", | |
| "hora": "12:08:49", | |
| "fecha_hora": "2025-07-29 12:08:49", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7274", | |
| "comercio": "Airbnb", | |
| "categoria": "Viajes", | |
| "monto": 4728.42, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 32.55, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000869", | |
| "cliente_id": "CLI_000159", | |
| "fecha": "2025-07-22", | |
| "hora": "14:54:27", | |
| "fecha_hora": "2025-07-22 14:54:27", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4673", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 1650.14, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 23.55, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000870", | |
| "cliente_id": "CLI_000169", | |
| "fecha": "2025-08-22", | |
| "hora": "11:59:07", | |
| "fecha_hora": "2025-08-22 11:59:07", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9388", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 450.78, | |
| "ciudad": "León", | |
| "distancia_km": 5.79, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000871", | |
| "cliente_id": "CLI_000185", | |
| "fecha": "2025-08-18", | |
| "hora": "03:24:28", | |
| "fecha_hora": "2025-08-18 03:24:28", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9188", | |
| "comercio": "Uber", | |
| "categoria": "Servicios", | |
| "monto": 950.2, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 24.73, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000872", | |
| "cliente_id": "CLI_000095", | |
| "fecha": "2025-08-17", | |
| "hora": "21:27:39", | |
| "fecha_hora": "2025-08-17 21:27:39", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4990", | |
| "comercio": "Amazon Web Services", | |
| "categoria": "Educación", | |
| "monto": 3197.03, | |
| "ciudad": "Cancún", | |
| "distancia_km": 23.77, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000873", | |
| "cliente_id": "CLI_000091", | |
| "fecha": "2025-07-28", | |
| "hora": "13:07:54", | |
| "fecha_hora": "2025-07-28 13:07:54", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6552", | |
| "comercio": "Mobil", | |
| "categoria": "Gasolina", | |
| "monto": 744.35, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 47.45, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000874", | |
| "cliente_id": "CLI_000077", | |
| "fecha": "2025-07-22", | |
| "hora": "14:59:09", | |
| "fecha_hora": "2025-07-22 14:59:09", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9461", | |
| "comercio": "Walmart", | |
| "categoria": "Supermercado", | |
| "monto": 2105.55, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 14.94, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000875", | |
| "cliente_id": "CLI_000005", | |
| "fecha": "2025-09-11", | |
| "hora": "01:42:14", | |
| "fecha_hora": "2025-09-11 01:42:14", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5432", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 7233.33, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 3.58, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000876", | |
| "cliente_id": "CLI_000103", | |
| "fecha": "2025-09-01", | |
| "hora": "06:51:48", | |
| "fecha_hora": "2025-09-01 06:51:48", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4239", | |
| "comercio": "Walmart", | |
| "categoria": "Supermercado", | |
| "monto": 1559.37, | |
| "ciudad": "Cancún", | |
| "distancia_km": 1.71, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000877", | |
| "cliente_id": "CLI_000190", | |
| "fecha": "2025-09-02", | |
| "hora": "16:42:31", | |
| "fecha_hora": "2025-09-02 16:42:31", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9352", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 5396.02, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 44.05, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000878", | |
| "cliente_id": "CLI_000044", | |
| "fecha": "2025-08-01", | |
| "hora": "04:09:40", | |
| "fecha_hora": "2025-08-01 04:09:40", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4398", | |
| "comercio": "Netflix", | |
| "categoria": "Entretenimiento", | |
| "monto": 1444.2, | |
| "ciudad": "León", | |
| "distancia_km": 24.86, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000879", | |
| "cliente_id": "CLI_000079", | |
| "fecha": "2025-07-11", | |
| "hora": "03:44:23", | |
| "fecha_hora": "2025-07-11 03:44:23", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2355", | |
| "comercio": "Domino's", | |
| "categoria": "Restaurante", | |
| "monto": 1755.74, | |
| "ciudad": "Puebla", | |
| "distancia_km": 19.63, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000880", | |
| "cliente_id": "CLI_000133", | |
| "fecha": "2025-07-21", | |
| "hora": "12:21:49", | |
| "fecha_hora": "2025-07-21 12:21:49", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4280", | |
| "comercio": "Soriana", | |
| "categoria": "Supermercado", | |
| "monto": 2301.44, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 9.06, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000881", | |
| "cliente_id": "CLI_000091", | |
| "fecha": "2025-08-27", | |
| "hora": "08:04:58", | |
| "fecha_hora": "2025-08-27 08:04:58", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3368", | |
| "comercio": "Coppel", | |
| "categoria": "Ropa", | |
| "monto": 1799.19, | |
| "ciudad": "Mérida", | |
| "distancia_km": 15.69, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000882", | |
| "cliente_id": "CLI_000172", | |
| "fecha": "2025-08-06", | |
| "hora": "18:19:34", | |
| "fecha_hora": "2025-08-06 18:19:34", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3659", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 2406.99, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 43.57, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000883", | |
| "cliente_id": "CLI_000014", | |
| "fecha": "2025-08-02", | |
| "hora": "01:19:13", | |
| "fecha_hora": "2025-08-02 01:19:13", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************3376", | |
| "comercio": "La Comer", | |
| "categoria": "Supermercado", | |
| "monto": 1988.98, | |
| "ciudad": "Puebla", | |
| "distancia_km": 46.43, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000884", | |
| "cliente_id": "CLI_000107", | |
| "fecha": "2025-08-04", | |
| "hora": "09:15:05", | |
| "fecha_hora": "2025-08-04 09:15:05", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4484", | |
| "comercio": "Despegar", | |
| "categoria": "Viajes", | |
| "monto": 9079.05, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 25.5, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000885", | |
| "cliente_id": "CLI_000057", | |
| "fecha": "2025-09-06", | |
| "hora": "04:57:50", | |
| "fecha_hora": "2025-09-06 04:57:50", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3275", | |
| "comercio": "Zara", | |
| "categoria": "Ropa", | |
| "monto": 4204.45, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 33.93, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000886", | |
| "cliente_id": "CLI_000173", | |
| "fecha": "2025-08-16", | |
| "hora": "02:41:34", | |
| "fecha_hora": "2025-08-16 02:41:34", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3492", | |
| "comercio": "Chedraui", | |
| "categoria": "Supermercado", | |
| "monto": 2608.79, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 42.69, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000887", | |
| "cliente_id": "CLI_000149", | |
| "fecha": "2025-09-21", | |
| "hora": "12:24:24", | |
| "fecha_hora": "2025-09-21 12:24:24", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9671", | |
| "comercio": "Spotify", | |
| "categoria": "Entretenimiento", | |
| "monto": 158.51, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 15.56, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000888", | |
| "cliente_id": "CLI_000065", | |
| "fecha": "2025-07-09", | |
| "hora": "11:01:24", | |
| "fecha_hora": "2025-07-09 11:01:24", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7822", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 1744.59, | |
| "ciudad": "Puebla", | |
| "distancia_km": 14.31, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000889", | |
| "cliente_id": "CLI_000021", | |
| "fecha": "2025-08-26", | |
| "hora": "02:11:02", | |
| "fecha_hora": "2025-08-26 02:11:02", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5850", | |
| "comercio": "BP", | |
| "categoria": "Gasolina", | |
| "monto": 383.57, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 47.75, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000890", | |
| "cliente_id": "CLI_000036", | |
| "fecha": "2025-08-09", | |
| "hora": "00:56:20", | |
| "fecha_hora": "2025-08-09 00:56:20", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7555", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 942.93, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 40.42, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000891", | |
| "cliente_id": "CLI_000026", | |
| "fecha": "2025-07-17", | |
| "hora": "12:07:18", | |
| "fecha_hora": "2025-07-17 12:07:18", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8683", | |
| "comercio": "Mercado Libre", | |
| "categoria": "Electrónica", | |
| "monto": 12849.52, | |
| "ciudad": "Mérida", | |
| "distancia_km": 25.56, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000892", | |
| "cliente_id": "CLI_000081", | |
| "fecha": "2025-07-29", | |
| "hora": "00:28:37", | |
| "fecha_hora": "2025-07-29 00:28:37", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9868", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 6909.23, | |
| "ciudad": "León", | |
| "distancia_km": 3.12, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000893", | |
| "cliente_id": "CLI_000191", | |
| "fecha": "2025-09-29", | |
| "hora": "11:42:53", | |
| "fecha_hora": "2025-09-29 11:42:53", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9106", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 5965.9, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 41.2, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000894", | |
| "cliente_id": "CLI_000081", | |
| "fecha": "2025-08-08", | |
| "hora": "12:13:59", | |
| "fecha_hora": "2025-08-08 12:13:59", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3788", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 493.04, | |
| "ciudad": "Toluca", | |
| "distancia_km": 27.36, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000895", | |
| "cliente_id": "CLI_000079", | |
| "fecha": "2025-09-06", | |
| "hora": "06:29:07", | |
| "fecha_hora": "2025-09-06 06:29:07", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9219", | |
| "comercio": "Despegar", | |
| "categoria": "Viajes", | |
| "monto": 5865.48, | |
| "ciudad": "Puebla", | |
| "distancia_km": 19.92, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000896", | |
| "cliente_id": "CLI_000040", | |
| "fecha": "2025-08-21", | |
| "hora": "01:21:18", | |
| "fecha_hora": "2025-08-21 01:21:18", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4672", | |
| "comercio": "Chevron", | |
| "categoria": "Gasolina", | |
| "monto": 527.95, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 0.67, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000897", | |
| "cliente_id": "CLI_000042", | |
| "fecha": "2025-09-19", | |
| "hora": "23:16:56", | |
| "fecha_hora": "2025-09-19 23:16:56", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4012", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 8909.14, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 17.83, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000898", | |
| "cliente_id": "CLI_000187", | |
| "fecha": "2025-07-18", | |
| "hora": "15:23:20", | |
| "fecha_hora": "2025-07-18 15:23:20", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6379", | |
| "comercio": "RadioShack", | |
| "categoria": "Electrónica", | |
| "monto": 5750.78, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 10.65, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000899", | |
| "cliente_id": "CLI_000187", | |
| "fecha": "2025-08-20", | |
| "hora": "02:25:24", | |
| "fecha_hora": "2025-08-20 02:25:24", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5532", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 6882.66, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 9.11, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000900", | |
| "cliente_id": "CLI_000013", | |
| "fecha": "2025-07-11", | |
| "hora": "19:04:59", | |
| "fecha_hora": "2025-07-11 19:04:59", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5986", | |
| "comercio": "Farmacias del Ahorro", | |
| "categoria": "Farmacia", | |
| "monto": 178.55, | |
| "ciudad": "Toluca", | |
| "distancia_km": 0.72, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000901", | |
| "cliente_id": "CLI_000184", | |
| "fecha": "2025-09-27", | |
| "hora": "02:54:58", | |
| "fecha_hora": "2025-09-27 02:54:58", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6357", | |
| "comercio": "Palacio de Hierro", | |
| "categoria": "Ropa", | |
| "monto": 2786.74, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 28.09, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000902", | |
| "cliente_id": "CLI_000181", | |
| "fecha": "2025-08-28", | |
| "hora": "00:07:43", | |
| "fecha_hora": "2025-08-28 00:07:43", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6233", | |
| "comercio": "Movistar", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 433.99, | |
| "ciudad": "Puebla", | |
| "distancia_km": 5.19, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000903", | |
| "cliente_id": "CLI_000112", | |
| "fecha": "2025-09-26", | |
| "hora": "22:39:18", | |
| "fecha_hora": "2025-09-26 22:39:18", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8968", | |
| "comercio": "Movistar", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 550.95, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 21.57, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000904", | |
| "cliente_id": "CLI_000099", | |
| "fecha": "2025-07-08", | |
| "hora": "16:21:19", | |
| "fecha_hora": "2025-07-08 16:21:19", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4981", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 14267.2, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 22.06, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000905", | |
| "cliente_id": "CLI_000083", | |
| "fecha": "2025-09-15", | |
| "hora": "00:27:49", | |
| "fecha_hora": "2025-09-15 00:27:49", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6231", | |
| "comercio": "Coppel", | |
| "categoria": "Ropa", | |
| "monto": 2363.9, | |
| "ciudad": "Toluca", | |
| "distancia_km": 34.6, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000906", | |
| "cliente_id": "CLI_000097", | |
| "fecha": "2025-07-30", | |
| "hora": "02:33:17", | |
| "fecha_hora": "2025-07-30 02:33:17", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************1462", | |
| "comercio": "Booking.com", | |
| "categoria": "Viajes", | |
| "monto": 3945.72, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 19.6, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000907", | |
| "cliente_id": "CLI_000017", | |
| "fecha": "2025-07-21", | |
| "hora": "11:49:57", | |
| "fecha_hora": "2025-07-21 11:49:57", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4415", | |
| "comercio": "Booking.com", | |
| "categoria": "Viajes", | |
| "monto": 15762.84, | |
| "ciudad": "Toluca", | |
| "distancia_km": 37.95, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000908", | |
| "cliente_id": "CLI_000028", | |
| "fecha": "2025-07-28", | |
| "hora": "20:47:31", | |
| "fecha_hora": "2025-07-28 20:47:31", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7260", | |
| "comercio": "Netflix", | |
| "categoria": "Entretenimiento", | |
| "monto": 1005.62, | |
| "ciudad": "Mérida", | |
| "distancia_km": 32.12, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000909", | |
| "cliente_id": "CLI_000129", | |
| "fecha": "2025-07-26", | |
| "hora": "05:40:57", | |
| "fecha_hora": "2025-07-26 05:40:57", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1076", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 218.86, | |
| "ciudad": "Puebla", | |
| "distancia_km": 0.09, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000910", | |
| "cliente_id": "CLI_000107", | |
| "fecha": "2025-07-25", | |
| "hora": "06:53:30", | |
| "fecha_hora": "2025-07-25 06:53:30", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3315", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 162.94, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 23.41, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000911", | |
| "cliente_id": "CLI_000175", | |
| "fecha": "2025-09-01", | |
| "hora": "23:02:27", | |
| "fecha_hora": "2025-09-01 23:02:27", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8434", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 4117.27, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 19.76, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000912", | |
| "cliente_id": "CLI_000107", | |
| "fecha": "2025-07-04", | |
| "hora": "02:31:01", | |
| "fecha_hora": "2025-07-04 02:31:01", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4216", | |
| "comercio": "Hospital ABC", | |
| "categoria": "Salud", | |
| "monto": 9285.32, | |
| "ciudad": "Toluca", | |
| "distancia_km": 38.65, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000913", | |
| "cliente_id": "CLI_000170", | |
| "fecha": "2025-09-03", | |
| "hora": "21:37:47", | |
| "fecha_hora": "2025-09-03 21:37:47", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9202", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 373.77, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 49.05, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000914", | |
| "cliente_id": "CLI_000069", | |
| "fecha": "2025-07-30", | |
| "hora": "06:15:28", | |
| "fecha_hora": "2025-07-30 06:15:28", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5893", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 12060.16, | |
| "ciudad": "Puebla", | |
| "distancia_km": 2.38, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000915", | |
| "cliente_id": "CLI_000095", | |
| "fecha": "2025-07-18", | |
| "hora": "04:57:01", | |
| "fecha_hora": "2025-07-18 04:57:01", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4592", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 665.55, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 19.74, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000916", | |
| "cliente_id": "CLI_000050", | |
| "fecha": "2025-08-09", | |
| "hora": "14:22:22", | |
| "fecha_hora": "2025-08-09 14:22:22", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1509", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 6104.83, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 14.21, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000917", | |
| "cliente_id": "CLI_000001", | |
| "fecha": "2025-09-03", | |
| "hora": "16:13:40", | |
| "fecha_hora": "2025-09-03 16:13:40", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3501", | |
| "comercio": "Chedraui", | |
| "categoria": "Supermercado", | |
| "monto": 3150.59, | |
| "ciudad": "Cancún", | |
| "distancia_km": 70.89, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000918", | |
| "cliente_id": "CLI_000117", | |
| "fecha": "2025-07-19", | |
| "hora": "21:38:54", | |
| "fecha_hora": "2025-07-19 21:38:54", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8491", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 40320.11, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 462.42, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000919", | |
| "cliente_id": "CLI_000084", | |
| "fecha": "2025-08-18", | |
| "hora": "06:28:25", | |
| "fecha_hora": "2025-08-18 06:28:25", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5798", | |
| "comercio": "Mobil", | |
| "categoria": "Gasolina", | |
| "monto": 1448.37, | |
| "ciudad": "Toluca", | |
| "distancia_km": 3.38, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000920", | |
| "cliente_id": "CLI_000177", | |
| "fecha": "2025-09-12", | |
| "hora": "06:09:10", | |
| "fecha_hora": "2025-09-12 06:09:10", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6090", | |
| "comercio": "Chedraui", | |
| "categoria": "Supermercado", | |
| "monto": 353.94, | |
| "ciudad": "Cancún", | |
| "distancia_km": 22.73, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000921", | |
| "cliente_id": "CLI_000116", | |
| "fecha": "2025-09-17", | |
| "hora": "20:39:28", | |
| "fecha_hora": "2025-09-17 20:39:28", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2960", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 1150.07, | |
| "ciudad": "Mérida", | |
| "distancia_km": 32.46, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000922", | |
| "cliente_id": "CLI_000084", | |
| "fecha": "2025-08-30", | |
| "hora": "09:52:12", | |
| "fecha_hora": "2025-08-30 09:52:12", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7080", | |
| "comercio": "Netflix", | |
| "categoria": "Entretenimiento", | |
| "monto": 214.62, | |
| "ciudad": "Puebla", | |
| "distancia_km": 48.99, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000923", | |
| "cliente_id": "CLI_000079", | |
| "fecha": "2025-08-25", | |
| "hora": "16:52:17", | |
| "fecha_hora": "2025-08-25 16:52:17", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7819", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 404.51, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 14.93, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000924", | |
| "cliente_id": "CLI_000084", | |
| "fecha": "2025-07-20", | |
| "hora": "01:52:59", | |
| "fecha_hora": "2025-07-20 01:52:59", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5818", | |
| "comercio": "Best Buy", | |
| "categoria": "Electrónica", | |
| "monto": 10451.01, | |
| "ciudad": "Puebla", | |
| "distancia_km": 18.24, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000925", | |
| "cliente_id": "CLI_000151", | |
| "fecha": "2025-08-14", | |
| "hora": "23:03:31", | |
| "fecha_hora": "2025-08-14 23:03:31", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7970", | |
| "comercio": "Movistar", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 610.73, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 6.44, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000926", | |
| "cliente_id": "CLI_000042", | |
| "fecha": "2025-09-01", | |
| "hora": "04:19:38", | |
| "fecha_hora": "2025-09-01 04:19:38", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************4804", | |
| "comercio": "AT&T", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 509.44, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 49.03, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000927", | |
| "cliente_id": "CLI_000003", | |
| "fecha": "2025-07-22", | |
| "hora": "00:24:32", | |
| "fecha_hora": "2025-07-22 00:24:32", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6648", | |
| "comercio": "Soriana", | |
| "categoria": "Supermercado", | |
| "monto": 130.22, | |
| "ciudad": "Puebla", | |
| "distancia_km": 44.25, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000928", | |
| "cliente_id": "CLI_000023", | |
| "fecha": "2025-07-16", | |
| "hora": "17:45:11", | |
| "fecha_hora": "2025-07-16 17:45:11", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6982", | |
| "comercio": "Cinemex", | |
| "categoria": "Entretenimiento", | |
| "monto": 1218.19, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 30.37, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000929", | |
| "cliente_id": "CLI_000060", | |
| "fecha": "2025-07-08", | |
| "hora": "21:01:26", | |
| "fecha_hora": "2025-07-08 21:01:26", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9211", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 219.15, | |
| "ciudad": "Cancún", | |
| "distancia_km": 9.83, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000930", | |
| "cliente_id": "CLI_000164", | |
| "fecha": "2025-07-03", | |
| "hora": "14:48:27", | |
| "fecha_hora": "2025-07-03 14:48:27", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8898", | |
| "comercio": "Airbnb", | |
| "categoria": "Viajes", | |
| "monto": 15637.96, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 29.13, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000931", | |
| "cliente_id": "CLI_000048", | |
| "fecha": "2025-09-16", | |
| "hora": "14:24:58", | |
| "fecha_hora": "2025-09-16 14:24:58", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2258", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 1282.16, | |
| "ciudad": "Puebla", | |
| "distancia_km": 18.74, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000932", | |
| "cliente_id": "CLI_000149", | |
| "fecha": "2025-08-01", | |
| "hora": "19:44:00", | |
| "fecha_hora": "2025-08-01 19:44:00", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4008", | |
| "comercio": "AT&T", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 334.79, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 48.0, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000933", | |
| "cliente_id": "CLI_000039", | |
| "fecha": "2025-07-25", | |
| "hora": "09:42:59", | |
| "fecha_hora": "2025-07-25 09:42:59", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7837", | |
| "comercio": "Subway", | |
| "categoria": "Restaurante", | |
| "monto": 176.08, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 34.93, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000934", | |
| "cliente_id": "CLI_000112", | |
| "fecha": "2025-07-21", | |
| "hora": "04:25:54", | |
| "fecha_hora": "2025-07-21 04:25:54", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6966", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 246.62, | |
| "ciudad": "León", | |
| "distancia_km": 11.36, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000935", | |
| "cliente_id": "CLI_000131", | |
| "fecha": "2025-10-01", | |
| "hora": "10:33:05", | |
| "fecha_hora": "2025-10-01 10:33:05", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9669", | |
| "comercio": "Soriana", | |
| "categoria": "Supermercado", | |
| "monto": 828.11, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 36.11, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000936", | |
| "cliente_id": "CLI_000182", | |
| "fecha": "2025-07-05", | |
| "hora": "23:46:07", | |
| "fecha_hora": "2025-07-05 23:46:07", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1523", | |
| "comercio": "Rappi", | |
| "categoria": "Servicios", | |
| "monto": 222.06, | |
| "ciudad": "León", | |
| "distancia_km": 5.24, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000937", | |
| "cliente_id": "CLI_000097", | |
| "fecha": "2025-09-07", | |
| "hora": "15:06:00", | |
| "fecha_hora": "2025-09-07 15:06:00", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5574", | |
| "comercio": "Totalplay", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 618.17, | |
| "ciudad": "Toluca", | |
| "distancia_km": 27.18, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000938", | |
| "cliente_id": "CLI_000182", | |
| "fecha": "2025-08-02", | |
| "hora": "14:33:28", | |
| "fecha_hora": "2025-08-02 14:33:28", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8960", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 854.86, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 27.96, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000939", | |
| "cliente_id": "CLI_000151", | |
| "fecha": "2025-08-31", | |
| "hora": "00:42:42", | |
| "fecha_hora": "2025-08-31 00:42:42", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1867", | |
| "comercio": "Coursera", | |
| "categoria": "Educación", | |
| "monto": 2980.56, | |
| "ciudad": "Mérida", | |
| "distancia_km": 33.26, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000940", | |
| "cliente_id": "CLI_000044", | |
| "fecha": "2025-08-20", | |
| "hora": "13:20:52", | |
| "fecha_hora": "2025-08-20 13:20:52", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2575", | |
| "comercio": "Telcel", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 272.74, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 17.43, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000941", | |
| "cliente_id": "CLI_000194", | |
| "fecha": "2025-09-29", | |
| "hora": "07:21:05", | |
| "fecha_hora": "2025-09-29 07:21:05", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5222", | |
| "comercio": "Subway", | |
| "categoria": "Restaurante", | |
| "monto": 1936.42, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 44.61, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000942", | |
| "cliente_id": "CLI_000104", | |
| "fecha": "2025-08-18", | |
| "hora": "01:48:55", | |
| "fecha_hora": "2025-08-18 01:48:55", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2571", | |
| "comercio": "Totalplay", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 2106.15, | |
| "ciudad": "León", | |
| "distancia_km": 284.57, | |
| "es_horario_inusual": true, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000943", | |
| "cliente_id": "CLI_000168", | |
| "fecha": "2025-08-09", | |
| "hora": "13:08:23", | |
| "fecha_hora": "2025-08-09 13:08:23", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7617", | |
| "comercio": "McDonald's", | |
| "categoria": "Restaurante", | |
| "monto": 1481.07, | |
| "ciudad": "León", | |
| "distancia_km": 1.84, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000944", | |
| "cliente_id": "CLI_000175", | |
| "fecha": "2025-09-28", | |
| "hora": "00:01:55", | |
| "fecha_hora": "2025-09-28 00:01:55", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8060", | |
| "comercio": "KFC", | |
| "categoria": "Restaurante", | |
| "monto": 1939.36, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 27.19, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000945", | |
| "cliente_id": "CLI_000144", | |
| "fecha": "2025-09-01", | |
| "hora": "05:31:57", | |
| "fecha_hora": "2025-09-01 05:31:57", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1661", | |
| "comercio": "BP", | |
| "categoria": "Gasolina", | |
| "monto": 430.04, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 30.57, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000946", | |
| "cliente_id": "CLI_000003", | |
| "fecha": "2025-09-07", | |
| "hora": "01:23:51", | |
| "fecha_hora": "2025-09-07 01:23:51", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1068", | |
| "comercio": "Cinépolis", | |
| "categoria": "Entretenimiento", | |
| "monto": 462.46, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 38.08, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000947", | |
| "cliente_id": "CLI_000094", | |
| "fecha": "2025-08-07", | |
| "hora": "18:48:27", | |
| "fecha_hora": "2025-08-07 18:48:27", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6489", | |
| "comercio": "Dentegra", | |
| "categoria": "Salud", | |
| "monto": 8218.96, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 22.19, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000948", | |
| "cliente_id": "CLI_000010", | |
| "fecha": "2025-08-04", | |
| "hora": "01:55:45", | |
| "fecha_hora": "2025-08-04 01:55:45", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************6351", | |
| "comercio": "Telcel", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 690.97, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 26.45, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000949", | |
| "cliente_id": "CLI_000061", | |
| "fecha": "2025-08-27", | |
| "hora": "00:36:08", | |
| "fecha_hora": "2025-08-27 00:36:08", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3184", | |
| "comercio": "McDonald's", | |
| "categoria": "Restaurante", | |
| "monto": 991.34, | |
| "ciudad": "Puebla", | |
| "distancia_km": 19.6, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000950", | |
| "cliente_id": "CLI_000145", | |
| "fecha": "2025-09-16", | |
| "hora": "13:44:07", | |
| "fecha_hora": "2025-09-16 13:44:07", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5533", | |
| "comercio": "Movistar", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 247.3, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 19.48, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000951", | |
| "cliente_id": "CLI_000071", | |
| "fecha": "2025-09-21", | |
| "hora": "07:54:34", | |
| "fecha_hora": "2025-09-21 07:54:34", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8751", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 8170.83, | |
| "ciudad": "Toluca", | |
| "distancia_km": 28.21, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000952", | |
| "cliente_id": "CLI_000037", | |
| "fecha": "2025-09-22", | |
| "hora": "10:39:11", | |
| "fecha_hora": "2025-09-22 10:39:11", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6357", | |
| "comercio": "Totalplay", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 777.29, | |
| "ciudad": "Mérida", | |
| "distancia_km": 32.86, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000953", | |
| "cliente_id": "CLI_000092", | |
| "fecha": "2025-07-23", | |
| "hora": "22:30:28", | |
| "fecha_hora": "2025-07-23 22:30:28", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6034", | |
| "comercio": "Shell", | |
| "categoria": "Gasolina", | |
| "monto": 1298.7, | |
| "ciudad": "Puebla", | |
| "distancia_km": 46.71, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000954", | |
| "cliente_id": "CLI_000186", | |
| "fecha": "2025-07-05", | |
| "hora": "15:05:55", | |
| "fecha_hora": "2025-07-05 15:05:55", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1428", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 6514.36, | |
| "ciudad": "Mérida", | |
| "distancia_km": 21.75, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000955", | |
| "cliente_id": "CLI_000159", | |
| "fecha": "2025-07-12", | |
| "hora": "04:24:38", | |
| "fecha_hora": "2025-07-12 04:24:38", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************6612", | |
| "comercio": "Booking.com", | |
| "categoria": "Viajes", | |
| "monto": 4076.96, | |
| "ciudad": "Cancún", | |
| "distancia_km": 34.79, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000956", | |
| "cliente_id": "CLI_000035", | |
| "fecha": "2025-09-10", | |
| "hora": "12:14:05", | |
| "fecha_hora": "2025-09-10 12:14:05", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3842", | |
| "comercio": "Uber", | |
| "categoria": "Servicios", | |
| "monto": 485.71, | |
| "ciudad": "Puebla", | |
| "distancia_km": 45.4, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000957", | |
| "cliente_id": "CLI_000126", | |
| "fecha": "2025-08-06", | |
| "hora": "17:26:12", | |
| "fecha_hora": "2025-08-06 17:26:12", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8721", | |
| "comercio": "Shell", | |
| "categoria": "Gasolina", | |
| "monto": 870.84, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 16.49, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000958", | |
| "cliente_id": "CLI_000148", | |
| "fecha": "2025-07-04", | |
| "hora": "10:21:55", | |
| "fecha_hora": "2025-07-04 10:21:55", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3293", | |
| "comercio": "Chedraui", | |
| "categoria": "Supermercado", | |
| "monto": 890.9, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 13.51, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000959", | |
| "cliente_id": "CLI_000164", | |
| "fecha": "2025-08-10", | |
| "hora": "03:05:50", | |
| "fecha_hora": "2025-08-10 03:05:50", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7533", | |
| "comercio": "Uber", | |
| "categoria": "Servicios", | |
| "monto": 461.69, | |
| "ciudad": "Cancún", | |
| "distancia_km": 14.83, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000960", | |
| "cliente_id": "CLI_000069", | |
| "fecha": "2025-07-16", | |
| "hora": "19:58:15", | |
| "fecha_hora": "2025-07-16 19:58:15", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************1233", | |
| "comercio": "Movistar", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 1636.63, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 329.27, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000961", | |
| "cliente_id": "CLI_000082", | |
| "fecha": "2025-07-20", | |
| "hora": "01:11:31", | |
| "fecha_hora": "2025-07-20 01:11:31", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9394", | |
| "comercio": "Airbnb", | |
| "categoria": "Viajes", | |
| "monto": 4537.79, | |
| "ciudad": "Mérida", | |
| "distancia_km": 14.63, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000962", | |
| "cliente_id": "CLI_000197", | |
| "fecha": "2025-07-15", | |
| "hora": "16:29:03", | |
| "fecha_hora": "2025-07-15 16:29:03", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5813", | |
| "comercio": "Laboratorio Chopo", | |
| "categoria": "Salud", | |
| "monto": 9350.95, | |
| "ciudad": "Toluca", | |
| "distancia_km": 15.36, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000963", | |
| "cliente_id": "CLI_000180", | |
| "fecha": "2025-07-20", | |
| "hora": "04:12:38", | |
| "fecha_hora": "2025-07-20 04:12:38", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************6790", | |
| "comercio": "Booking.com", | |
| "categoria": "Viajes", | |
| "monto": 16979.03, | |
| "ciudad": "Cancún", | |
| "distancia_km": 7.75, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000964", | |
| "cliente_id": "CLI_000148", | |
| "fecha": "2025-08-04", | |
| "hora": "08:08:09", | |
| "fecha_hora": "2025-08-04 08:08:09", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7596", | |
| "comercio": "McDonald's", | |
| "categoria": "Restaurante", | |
| "monto": 608.01, | |
| "ciudad": "Mérida", | |
| "distancia_km": 41.36, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000965", | |
| "cliente_id": "CLI_000028", | |
| "fecha": "2025-08-07", | |
| "hora": "22:52:04", | |
| "fecha_hora": "2025-08-07 22:52:04", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1539", | |
| "comercio": "Shell", | |
| "categoria": "Gasolina", | |
| "monto": 551.5, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 5.71, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000966", | |
| "cliente_id": "CLI_000168", | |
| "fecha": "2025-07-04", | |
| "hora": "04:44:26", | |
| "fecha_hora": "2025-07-04 04:44:26", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************2766", | |
| "comercio": "Pemex", | |
| "categoria": "Gasolina", | |
| "monto": 739.87, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 48.34, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000967", | |
| "cliente_id": "CLI_000048", | |
| "fecha": "2025-07-30", | |
| "hora": "12:34:54", | |
| "fecha_hora": "2025-07-30 12:34:54", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9295", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 4058.23, | |
| "ciudad": "Puebla", | |
| "distancia_km": 46.66, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000968", | |
| "cliente_id": "CLI_000083", | |
| "fecha": "2025-08-06", | |
| "hora": "15:16:51", | |
| "fecha_hora": "2025-08-06 15:16:51", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9780", | |
| "comercio": "AT&T", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 501.82, | |
| "ciudad": "Puebla", | |
| "distancia_km": 27.85, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000969", | |
| "cliente_id": "CLI_000046", | |
| "fecha": "2025-07-14", | |
| "hora": "01:37:19", | |
| "fecha_hora": "2025-07-14 01:37:19", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4033", | |
| "comercio": "AT&T", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 658.79, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 7.86, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000970", | |
| "cliente_id": "CLI_000059", | |
| "fecha": "2025-08-09", | |
| "hora": "06:33:42", | |
| "fecha_hora": "2025-08-09 06:33:42", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7183", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 2027.68, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 21.27, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000971", | |
| "cliente_id": "CLI_000156", | |
| "fecha": "2025-08-21", | |
| "hora": "22:53:13", | |
| "fecha_hora": "2025-08-21 22:53:13", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************9083", | |
| "comercio": "Movistar", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 336.08, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 17.03, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000972", | |
| "cliente_id": "CLI_000096", | |
| "fecha": "2025-07-27", | |
| "hora": "06:15:09", | |
| "fecha_hora": "2025-07-27 06:15:09", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8136", | |
| "comercio": "RadioShack", | |
| "categoria": "Electrónica", | |
| "monto": 6824.89, | |
| "ciudad": "Mérida", | |
| "distancia_km": 37.56, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000973", | |
| "cliente_id": "CLI_000188", | |
| "fecha": "2025-08-31", | |
| "hora": "11:23:10", | |
| "fecha_hora": "2025-08-31 11:23:10", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************4757", | |
| "comercio": "Amazon Web Services", | |
| "categoria": "Educación", | |
| "monto": 1911.3, | |
| "ciudad": "León", | |
| "distancia_km": 18.21, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000974", | |
| "cliente_id": "CLI_000036", | |
| "fecha": "2025-08-18", | |
| "hora": "02:21:05", | |
| "fecha_hora": "2025-08-18 02:21:05", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3415", | |
| "comercio": "Soriana", | |
| "categoria": "Supermercado", | |
| "monto": 1389.11, | |
| "ciudad": "Cancún", | |
| "distancia_km": 3.18, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000975", | |
| "cliente_id": "CLI_000024", | |
| "fecha": "2025-08-31", | |
| "hora": "09:03:48", | |
| "fecha_hora": "2025-08-31 09:03:48", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************5455", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 1136.57, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 46.84, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000976", | |
| "cliente_id": "CLI_000151", | |
| "fecha": "2025-09-03", | |
| "hora": "07:21:30", | |
| "fecha_hora": "2025-09-03 07:21:30", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************9958", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 9649.75, | |
| "ciudad": "Puebla", | |
| "distancia_km": 1.91, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000977", | |
| "cliente_id": "CLI_000152", | |
| "fecha": "2025-07-09", | |
| "hora": "01:25:01", | |
| "fecha_hora": "2025-07-09 01:25:01", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************2938", | |
| "comercio": "Uber", | |
| "categoria": "Servicios", | |
| "monto": 279.57, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 35.81, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000978", | |
| "cliente_id": "CLI_000192", | |
| "fecha": "2025-07-09", | |
| "hora": "21:28:17", | |
| "fecha_hora": "2025-07-09 21:28:17", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4411", | |
| "comercio": "Starbucks", | |
| "categoria": "Restaurante", | |
| "monto": 1301.88, | |
| "ciudad": "Toluca", | |
| "distancia_km": 39.6, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000979", | |
| "cliente_id": "CLI_000036", | |
| "fecha": "2025-09-21", | |
| "hora": "12:40:50", | |
| "fecha_hora": "2025-09-21 12:40:50", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4422", | |
| "comercio": "La Comer", | |
| "categoria": "Supermercado", | |
| "monto": 1163.31, | |
| "ciudad": "Toluca", | |
| "distancia_km": 38.86, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000980", | |
| "cliente_id": "CLI_000167", | |
| "fecha": "2025-08-15", | |
| "hora": "13:02:24", | |
| "fecha_hora": "2025-08-15 13:02:24", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2806", | |
| "comercio": "Farmacia Guadalajara", | |
| "categoria": "Farmacia", | |
| "monto": 898.03, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 324.48, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000981", | |
| "cliente_id": "CLI_000023", | |
| "fecha": "2025-08-19", | |
| "hora": "23:10:05", | |
| "fecha_hora": "2025-08-19 23:10:05", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************7708", | |
| "comercio": "Volaris", | |
| "categoria": "Viajes", | |
| "monto": 19913.72, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 31.71, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000982", | |
| "cliente_id": "CLI_000163", | |
| "fecha": "2025-09-07", | |
| "hora": "01:17:16", | |
| "fecha_hora": "2025-09-07 01:17:16", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3652", | |
| "comercio": "Xbox Store", | |
| "categoria": "Entretenimiento", | |
| "monto": 838.99, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 44.17, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000983", | |
| "cliente_id": "CLI_000180", | |
| "fecha": "2025-07-21", | |
| "hora": "20:41:50", | |
| "fecha_hora": "2025-07-21 20:41:50", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************7750", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Salud", | |
| "monto": 3697.04, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 16.22, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000984", | |
| "cliente_id": "CLI_000145", | |
| "fecha": "2025-07-24", | |
| "hora": "16:40:41", | |
| "fecha_hora": "2025-07-24 16:40:41", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************7253", | |
| "comercio": "LinkedIn Learning", | |
| "categoria": "Educación", | |
| "monto": 3507.31, | |
| "ciudad": "Ciudad de México", | |
| "distancia_km": 21.45, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000985", | |
| "cliente_id": "CLI_000162", | |
| "fecha": "2025-09-05", | |
| "hora": "03:45:26", | |
| "fecha_hora": "2025-09-05 03:45:26", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1261", | |
| "comercio": "RadioShack", | |
| "categoria": "Electrónica", | |
| "monto": 6946.12, | |
| "ciudad": "Monterrey", | |
| "distancia_km": 32.59, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000986", | |
| "cliente_id": "CLI_000067", | |
| "fecha": "2025-09-15", | |
| "hora": "00:53:52", | |
| "fecha_hora": "2025-09-15 00:53:52", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************5445", | |
| "comercio": "Office Depot", | |
| "categoria": "Electrónica", | |
| "monto": 3419.18, | |
| "ciudad": "Puebla", | |
| "distancia_km": 21.11, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000987", | |
| "cliente_id": "CLI_000125", | |
| "fecha": "2025-07-20", | |
| "hora": "20:55:59", | |
| "fecha_hora": "2025-07-20 20:55:59", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8455", | |
| "comercio": "Airbnb", | |
| "categoria": "Viajes", | |
| "monto": 19530.21, | |
| "ciudad": "Toluca", | |
| "distancia_km": 39.57, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000988", | |
| "cliente_id": "CLI_000106", | |
| "fecha": "2025-07-15", | |
| "hora": "00:59:06", | |
| "fecha_hora": "2025-07-15 00:59:06", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************3346", | |
| "comercio": "Starbucks", | |
| "categoria": "Restaurante", | |
| "monto": 194.63, | |
| "ciudad": "Cancún", | |
| "distancia_km": 49.94, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000989", | |
| "cliente_id": "CLI_000010", | |
| "fecha": "2025-08-07", | |
| "hora": "19:00:58", | |
| "fecha_hora": "2025-08-07 19:00:58", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************9155", | |
| "comercio": "Booking.com", | |
| "categoria": "Viajes", | |
| "monto": 3668.14, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 19.46, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000990", | |
| "cliente_id": "CLI_000172", | |
| "fecha": "2025-08-15", | |
| "hora": "08:04:09", | |
| "fecha_hora": "2025-08-15 08:04:09", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8965", | |
| "comercio": "Aeroméxico", | |
| "categoria": "Viajes", | |
| "monto": 41833.64, | |
| "ciudad": "Toluca", | |
| "distancia_km": 420.72, | |
| "es_horario_inusual": false, | |
| "estado": "Rechazada", | |
| "es_fraude": true | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000991", | |
| "cliente_id": "CLI_000056", | |
| "fecha": "2025-09-22", | |
| "hora": "19:20:16", | |
| "fecha_hora": "2025-09-22 19:20:16", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1388", | |
| "comercio": "Udemy", | |
| "categoria": "Educación", | |
| "monto": 4302.35, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 15.95, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000992", | |
| "cliente_id": "CLI_000030", | |
| "fecha": "2025-08-02", | |
| "hora": "12:07:15", | |
| "fecha_hora": "2025-08-02 12:07:15", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************2671", | |
| "comercio": "Spotify", | |
| "categoria": "Entretenimiento", | |
| "monto": 799.61, | |
| "ciudad": "Tijuana", | |
| "distancia_km": 12.75, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000993", | |
| "cliente_id": "CLI_000103", | |
| "fecha": "2025-08-01", | |
| "hora": "20:13:19", | |
| "fecha_hora": "2025-08-01 20:13:19", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************3738", | |
| "comercio": "Farmacias Similares", | |
| "categoria": "Farmacia", | |
| "monto": 696.73, | |
| "ciudad": "Querétaro", | |
| "distancia_km": 45.27, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000994", | |
| "cliente_id": "CLI_000171", | |
| "fecha": "2025-09-04", | |
| "hora": "00:07:00", | |
| "fecha_hora": "2025-09-04 00:07:00", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8902", | |
| "comercio": "McDonald's", | |
| "categoria": "Restaurante", | |
| "monto": 227.5, | |
| "ciudad": "Cancún", | |
| "distancia_km": 46.27, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000995", | |
| "cliente_id": "CLI_000188", | |
| "fecha": "2025-08-23", | |
| "hora": "12:34:50", | |
| "fecha_hora": "2025-08-23 12:34:50", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************5674", | |
| "comercio": "Italiannis", | |
| "categoria": "Restaurante", | |
| "monto": 537.22, | |
| "ciudad": "Toluca", | |
| "distancia_km": 18.77, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000996", | |
| "cliente_id": "CLI_000128", | |
| "fecha": "2025-07-12", | |
| "hora": "05:23:47", | |
| "fecha_hora": "2025-07-12 05:23:47", | |
| "tipo_tarjeta": "American Express", | |
| "numero_tarjeta": "37************8321", | |
| "comercio": "Mobil", | |
| "categoria": "Gasolina", | |
| "monto": 417.75, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 22.27, | |
| "es_horario_inusual": true, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000997", | |
| "cliente_id": "CLI_000196", | |
| "fecha": "2025-08-08", | |
| "hora": "15:42:28", | |
| "fecha_hora": "2025-08-08 15:42:28", | |
| "tipo_tarjeta": "Mastercard", | |
| "numero_tarjeta": "5************8409", | |
| "comercio": "Izzi", | |
| "categoria": "Servicios", | |
| "monto": 304.66, | |
| "ciudad": "León", | |
| "distancia_km": 45.34, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000998", | |
| "cliente_id": "CLI_000084", | |
| "fecha": "2025-08-11", | |
| "hora": "17:58:13", | |
| "fecha_hora": "2025-08-11 17:58:13", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************1154", | |
| "comercio": "Amazon Web Services", | |
| "categoria": "Educación", | |
| "monto": 1606.52, | |
| "ciudad": "Puebla", | |
| "distancia_km": 17.5, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00000999", | |
| "cliente_id": "CLI_000152", | |
| "fecha": "2025-08-13", | |
| "hora": "09:28:57", | |
| "fecha_hora": "2025-08-13 09:28:57", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************8450", | |
| "comercio": "AT&T", | |
| "categoria": "Telecomunicaciones", | |
| "monto": 756.97, | |
| "ciudad": "Toluca", | |
| "distancia_km": 21.68, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| }, | |
| { | |
| "transaccion_id": "TXN_00001000", | |
| "cliente_id": "CLI_000173", | |
| "fecha": "2025-08-26", | |
| "hora": "15:13:25", | |
| "fecha_hora": "2025-08-26 15:13:25", | |
| "tipo_tarjeta": "Visa", | |
| "numero_tarjeta": "4************4637", | |
| "comercio": "Subway", | |
| "categoria": "Restaurante", | |
| "monto": 1296.64, | |
| "ciudad": "Guadalajara", | |
| "distancia_km": 17.82, | |
| "es_horario_inusual": false, | |
| "estado": "Aprobada", | |
| "es_fraude": false | |
| } | |
| ] |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment