transaction_description string | category string | country string | currency string | amount float64 | date string | time string | log_amount float64 | year int64 | month int64 | day_of_week int64 | is_weekend int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|
Wage | Income | USA | USD | 74,901.42 | 2024-02-29 | 12:38 | 11.223941 | 2,024 | 2 | 3 | 0 |
Arby's (Contactless) | Food & Dining | AUSTRALIA | AUD | 372.35 | 2021-05-02 | 19:22 | 5.922516 | 2,021 | 5 | 6 | 1 |
Occupational Therapy | Healthcare & Medical | USA | USD | 4,368.82 | 2024-08-25 | 09:23 | 8.382477 | 2,024 | 8 | 6 | 1 |
Potbelly Store Branch | Food & Dining | UK | GBP | 553.49 | 2024-12-08 | 22:01 | 6.318049 | 2,024 | 12 | 6 | 1 |
Amazon - AUSTRALIA | Shopping & Retail | AUSTRALIA | AUD | 829.27 | 2022-04-05 | 17:21 | 6.721751 | 2,022 | 4 | 1 | 0 |
Dairy Queen | Food & Dining | CANADA | CAD | 306.85 | 2021-09-10 | 20:24 | 5.729613 | 2,021 | 9 | 4 | 0 |
UCLA Medical #7731 - UK Center TXN176162 | Healthcare & Medical | UK | GBP | 3,224.67 | 2022-12-01 | 10:43 | 8.078896 | 2,022 | 12 | 3 | 0 |
Walgreens #8780 | Healthcare & Medical | AUSTRALIA | AUD | 10 | 2024-06-21 | 16:02 | 2.397895 | 2,024 | 6 | 4 | 0 |
Starlink | Utilities & Services | USA | USD | 3,000.41 | 2023-04-21 | 14:17 | 8.006837 | 2,023 | 4 | 4 | 0 |
Cox | Utilities & Services | UK | GBP | 3,498.95 | 2022-01-23 | 16:59 | 8.160504 | 2,022 | 1 | 6 | 1 |
Public WiFi #7514 | Utilities & Services | UK | GBP | 67.94 | 2024-10-01 | 12:01 | 4.233237 | 2,024 | 10 | 1 | 0 |
Tennis Court #7639 - AUSTRALIA | Entertainment & Recreation | AUSTRALIA | AUD | 1,259.71 | 2024-09-25 | 20:46 | 7.13943 | 2,024 | 9 | 2 | 0 |
Equinox #2852 | Entertainment & Recreation | UK | GBP | 1,174.42 | 2023-02-15 | 19:13 | 7.069381 | 2,023 | 2 | 2 | 0 |
Dividend - AUSTRALIA | Income | AUSTRALIA | AUD | 107,425.52 | 2024-01-01 | 15:03 | 11.584562 | 2,024 | 1 | 0 | 0 |
Walmart Store | Shopping & Retail | AUSTRALIA | AUD | 1,367.09 | 2024-02-04 | 11:53 | 7.221171 | 2,024 | 2 | 6 | 1 |
Direct Deposit - CANADA | Income | CANADA | CAD | 1,209.9 | 2022-12-31 | 19:33 | 7.099119 | 2,022 | 12 | 5 | 1 |
TJ Maxx | Shopping & Retail | INDIA | INR | 1,758.72 | 2023-03-27 | 15:13 | 7.47291 | 2,023 | 3 | 0 | 0 |
Culver's #2534 - INDIA | Food & Dining | INDIA | INR | 365.67 | 2024-06-29 | 12:39 | 5.904462 | 2,024 | 6 | 5 | 1 |
Franchise #2681 | Income | UK | GBP | 74,195.8 | 2023-05-31 | 17:24 | 11.214476 | 2,023 | 5 | 2 | 0 |
Cleveland Clinic | Healthcare & Medical | AUSTRALIA | AUD | 2,988.79 | 2023-02-03 | 19:59 | 8.002958 | 2,023 | 2 | 4 | 0 |
Part-time #5644 - Holiday | Income | UK | GBP | 31,409.17 | 2021-03-01 | 16:23 | 10.354887 | 2,021 | 3 | 0 | 0 |
Retirement TXN109720 | Financial Services | USA | USD | 808.52 | 2024-02-27 | 19:07 | 6.696441 | 2,024 | 2 | 1 | 0 |
SPCA Store | Charity & Donations | UK | GBP | 2,737.2 | 2021-10-16 | 18:04 | 7.915056 | 2,021 | 10 | 5 | 1 |
Senior Center - CANADA | Charity & Donations | CANADA | CAD | 2,617.54 | 2021-08-19 | 17:40 | 7.870372 | 2,021 | 8 | 3 | 0 |
Bojangles Store | Food & Dining | CANADA | CAD | 220.73 | 2022-05-18 | 22:23 | 5.40146 | 2,022 | 5 | 2 | 0 |
Sick Pay #4110 Branch | Income | INDIA | INR | 56,640.37 | 2023-03-31 | 15:21 | 10.944495 | 2,023 | 3 | 4 | 0 |
Community Center Online | Charity & Donations | UK | GBP | 1,413.59 | 2022-09-05 | 10:00 | 7.254595 | 2,022 | 9 | 0 | 0 |
Dunkin' Donuts (Contactless) | Food & Dining | AUSTRALIA | AUD | 600.71 | 2023-10-26 | 13:54 | 6.399776 | 2,023 | 10 | 3 | 0 |
eBay #9213 Branch | Shopping & Retail | CANADA | CAD | 1,171.34 | 2022-01-28 | 17:41 | 7.066757 | 2,022 | 1 | 4 | 0 |
Lyft Online | Transportation | AUSTRALIA | AUD | 534.7 | 2023-06-11 | 20:50 | 6.283574 | 2,023 | 6 | 6 | 1 |
Planet Fitness TXN722088 | Entertainment & Recreation | AUSTRALIA | AUD | 743.52 | 2022-07-18 | 21:31 | 6.61274 | 2,022 | 7 | 0 | 0 |
Chiropractor | Healthcare & Medical | USA | USD | 1,551.49 | 2022-04-30 | 14:38 | 7.347615 | 2,022 | 4 | 5 | 1 |
Sparklight | Utilities & Services | AUSTRALIA | AUD | 4,273.47 | 2023-11-26 | 20:31 | 8.360415 | 2,023 | 11 | 6 | 1 |
Taco Bell | Food & Dining | AUSTRALIA | AUD | 296.35 | 2024-06-20 | 22:27 | 5.69491 | 2,024 | 6 | 3 | 0 |
Museum - Night | Entertainment & Recreation | INDIA | INR | 1,157.7 | 2023-11-18 | 20:43 | 7.055054 | 2,023 | 11 | 5 | 1 |
Direct Deposit #2210 (Contactless) | Income | CANADA | CAD | 69,862.53 | 2024-09-30 | 18:57 | 11.154299 | 2,024 | 9 | 0 | 0 |
PNC Bank - INDIA | Financial Services | INDIA | INR | 3,689.5 | 2021-07-09 | 08:00 | 8.213517 | 2,021 | 7 | 4 | 0 |
UCLA Medical #1010 Store - Night | Healthcare & Medical | CANADA | CAD | 707.6 | 2024-11-01 | 18:56 | 6.563291 | 2,024 | 11 | 4 | 0 |
Staples Downtown | Shopping & Retail | CANADA | CAD | 1,436.9 | 2024-10-14 | 13:07 | 7.270939 | 2,024 | 10 | 0 | 0 |
Surgery - USA Store Center | Healthcare & Medical | USA | USD | 2,391.58 | 2024-12-05 | 16:36 | 7.780128 | 2,024 | 12 | 3 | 0 |
Charity #2654 - USA TXN741929 | Charity & Donations | USA | USD | 184.48 | 2022-10-26 | 18:53 | 5.222947 | 2,022 | 10 | 2 | 0 |
Phone Company #9454 | Utilities & Services | INDIA | INR | 3,597.86 | 2024-06-10 | 11:48 | 8.188372 | 2,024 | 6 | 0 | 0 |
Refund - USA | Income | USA | USD | 59,535.5 | 2024-07-01 | 09:02 | 10.994345 | 2,024 | 7 | 0 | 0 |
Dunkin' Donuts Store Center | Food & Dining | CANADA | CAD | 394.52 | 2024-02-11 | 21:48 | 5.980201 | 2,024 | 2 | 6 | 1 |
Baskin-Robbins #6122 - UK - Night | Food & Dining | UK | GBP | 387.12 | 2023-05-05 | 21:31 | 5.961315 | 2,023 | 5 | 4 | 0 |
Mobile Hotspot #5027 | Utilities & Services | INDIA | INR | 2,913.88 | 2024-06-02 | 08:18 | 7.977584 | 2,024 | 6 | 6 | 1 |
Internet Provider Store (Bank Transfer) | Utilities & Services | USA | USD | 2,905.63 | 2022-12-31 | 13:31 | 7.97475 | 2,022 | 12 | 5 | 1 |
Windstream #2275 | Utilities & Services | UK | GBP | 4,869.49 | 2021-09-04 | 11:54 | 8.49095 | 2,021 | 9 | 5 | 1 |
WiFi #8044 (Cash) | Utilities & Services | USA | USD | 1,569.6 | 2023-02-06 | 13:23 | 7.359213 | 2,023 | 2 | 0 | 0 |
Mount Sinai #9506 - CANADA Airport | Healthcare & Medical | CANADA | CAD | 3,159.71 | 2023-06-03 | 09:05 | 8.058552 | 2,023 | 6 | 5 | 1 |
Pharmacy #4314 - USA Store Branch | Healthcare & Medical | USA | USD | 3,827.08 | 2021-05-24 | 08:08 | 8.250119 | 2,021 | 5 | 0 | 0 |
Vacation Pay #5696 TXN747845 | Income | UK | GBP | 48,316.26 | 2024-02-29 | 20:02 | 10.785544 | 2,024 | 2 | 3 | 0 |
Water Company #7218 | Utilities & Services | AUSTRALIA | AUD | 4,547.93 | 2022-02-07 | 17:02 | 8.422647 | 2,022 | 2 | 0 | 0 |
Panda Express | Food & Dining | USA | USD | 574.72 | 2021-05-27 | 20:31 | 6.355621 | 2,021 | 5 | 3 | 0 |
Pediatrician #5935 Online | Healthcare & Medical | CANADA | CAD | 2,642.02 | 2023-05-22 | 08:10 | 7.879677 | 2,023 | 5 | 0 | 0 |
AT&T | Utilities & Services | CANADA | CAD | 10 | 2022-04-18 | 09:22 | 2.397895 | 2,022 | 4 | 0 | 0 |
Sparklight | Utilities & Services | UK | GBP | 4,746.78 | 2021-09-20 | 19:15 | 8.465432 | 2,021 | 9 | 0 | 0 |
RCN #7190 - CANADA - Lunch Time | Utilities & Services | CANADA | CAD | 2,975.65 | 2021-12-12 | 16:51 | 7.998554 | 2,021 | 12 | 6 | 1 |
Baskin-Robbins Online | Food & Dining | INDIA | INR | 78.5 | 2024-08-20 | 22:11 | 4.375757 | 2,024 | 8 | 1 | 0 |
Specialist #4423 | Healthcare & Medical | INDIA | INR | 2,276.95 | 2022-03-29 | 12:31 | 7.731031 | 2,022 | 3 | 1 | 0 |
Blood Test (Cash) | Healthcare & Medical | USA | USD | 10 | 2024-01-28 | 10:47 | 2.397895 | 2,024 | 1 | 6 | 1 |
Surgery | Healthcare & Medical | INDIA | INR | 3,786.09 | 2021-07-27 | 10:19 | 8.239353 | 2,021 | 7 | 1 | 0 |
IRS #5712 - CANADA | Government & Legal | CANADA | CAD | 3,626.23 | 2022-09-20 | 18:48 | 8.196225 | 2,022 | 9 | 1 | 0 |
Rally's | Food & Dining | CANADA | CAD | 469.29 | 2024-12-14 | 22:39 | 6.15335 | 2,024 | 12 | 5 | 1 |
T-Mobile | Utilities & Services | INDIA | INR | 2,851.69 | 2023-07-03 | 09:01 | 7.956018 | 2,023 | 7 | 0 | 0 |
Rental Income #7899 - AUSTRALIA | Income | AUSTRALIA | AUD | 38,569.46 | 2023-04-01 | 20:40 | 10.560242 | 2,023 | 4 | 5 | 1 |
CVS #2548 (Bank Transfer) | Healthcare & Medical | AUSTRALIA | AUD | 10 | 2024-11-16 | 14:02 | 2.397895 | 2,024 | 11 | 5 | 1 |
Tax - AUSTRALIA - Evening | Government & Legal | AUSTRALIA | AUD | 2,936.78 | 2022-02-05 | 08:47 | 7.985409 | 2,022 | 2 | 5 | 1 |
Psychiatrist #7376 | Healthcare & Medical | INDIA | INR | 1,631.92 | 2024-10-30 | 13:45 | 7.398125 | 2,024 | 10 | 2 | 0 |
Swimming Pool | Entertainment & Recreation | UK | GBP | 323.13 | 2021-02-07 | 22:44 | 5.781145 | 2,021 | 2 | 6 | 1 |
Tim Hortons - USA Store | Food & Dining | USA | USD | 582.1 | 2021-01-27 | 13:20 | 6.368359 | 2,021 | 1 | 2 | 0 |
Maternity Leave | Income | USA | USD | 59,108.24 | 2023-03-31 | 08:04 | 10.987143 | 2,023 | 3 | 4 | 0 |
GoFundMe Center | Charity & Donations | UK | GBP | 1,494.36 | 2022-07-01 | 08:16 | 7.310122 | 2,022 | 7 | 4 | 0 |
Notary Online Branch Station | Government & Legal | INDIA | INR | 10 | 2024-04-10 | 19:29 | 2.397895 | 2,024 | 4 | 2 | 0 |
Von Maur Airport | Shopping & Retail | INDIA | INR | 1,100.69 | 2021-06-30 | 10:59 | 7.004601 | 2,021 | 6 | 2 | 0 |
Getaround Store | Transportation | UK | GBP | 411.05 | 2023-09-20 | 11:20 | 6.021145 | 2,023 | 9 | 2 | 0 |
BP | Transportation | INDIA | INR | 208.59 | 2024-09-08 | 09:24 | 5.345153 | 2,024 | 9 | 6 | 1 |
Cinemark | Entertainment & Recreation | USA | USD | 293.24 | 2022-07-20 | 13:02 | 5.684396 | 2,022 | 7 | 2 | 0 |
Panda Express TXN167726 | Food & Dining | USA | USD | 223.23 | 2024-08-04 | 22:22 | 5.412672 | 2,024 | 8 | 6 | 1 |
Fiber #2363 - UK Residential | Utilities & Services | UK | GBP | 2,684.47 | 2023-08-20 | 18:41 | 7.895611 | 2,023 | 8 | 6 | 1 |
PNC Bank | Financial Services | CANADA | CAD | 6,431.15 | 2024-11-17 | 18:53 | 8.769064 | 2,024 | 11 | 6 | 1 |
GameStop Store Branch | Shopping & Retail | INDIA | INR | 1,648.63 | 2024-04-14 | 14:28 | 7.408306 | 2,024 | 4 | 6 | 1 |
Shake Shack - AUSTRALIA TXN171368 | Food & Dining | AUSTRALIA | AUD | 266.61 | 2023-07-10 | 21:59 | 5.589531 | 2,023 | 7 | 0 | 0 |
Legal #4154 - USA | Government & Legal | USA | USD | 10 | 2023-06-22 | 16:35 | 2.397895 | 2,023 | 6 | 3 | 0 |
Homeless Shelter #2519 | Charity & Donations | AUSTRALIA | AUD | 2,185.07 | 2022-05-27 | 19:50 | 7.689861 | 2,022 | 5 | 4 | 0 |
Legal #6395 Online TXN959700 | Government & Legal | INDIA | INR | 5,838.91 | 2022-04-16 | 19:33 | 8.672471 | 2,022 | 4 | 5 | 1 |
Audubon Society - AUSTRALIA | Charity & Donations | AUSTRALIA | AUD | 1,698.03 | 2023-05-04 | 10:24 | 7.437813 | 2,023 | 5 | 3 | 0 |
Fundraising Store - Weekend | Charity & Donations | UK | GBP | 472.89 | 2022-07-29 | 20:21 | 6.160975 | 2,022 | 7 | 4 | 0 |
Gym #6024 Online - Rush Hour | Entertainment & Recreation | UK | GBP | 492.73 | 2022-11-13 | 22:14 | 6.201989 | 2,022 | 11 | 6 | 1 |
Chick-fil-A Store | Food & Dining | AUSTRALIA | AUD | 416.04 | 2023-12-14 | 19:59 | 6.033182 | 2,023 | 12 | 3 | 0 |
Costco #3841 | Shopping & Retail | INDIA | INR | 1,973.11 | 2023-10-01 | 19:04 | 7.587873 | 2,023 | 10 | 6 | 1 |
Fitness Store Online TXN178360 | Entertainment & Recreation | USA | USD | 444.53 | 2024-02-01 | 20:05 | 6.099265 | 2,024 | 2 | 3 | 0 |
Reimbursement | Income | AUSTRALIA | AUD | 61,367.16 | 2021-02-28 | 15:51 | 11.024646 | 2,021 | 2 | 6 | 1 |
Big Lots Online - Evening | Shopping & Retail | UK | GBP | 678.72 | 2022-10-18 | 20:49 | 6.521681 | 2,022 | 10 | 1 | 0 |
Trampoline Park | Entertainment & Recreation | CANADA | CAD | 10 | 2022-10-19 | 19:27 | 2.397895 | 2,022 | 10 | 2 | 0 |
Bookkeeping #7106 Center | Financial Services | UK | GBP | 5,745.82 | 2023-12-18 | 14:25 | 8.656402 | 2,023 | 12 | 0 | 0 |
Water Park | Entertainment & Recreation | USA | USD | 952.49 | 2023-10-10 | 12:57 | 6.860129 | 2,023 | 10 | 1 | 0 |
Checkers #9832 Store | Food & Dining | UK | GBP | 573.15 | 2022-09-26 | 12:46 | 6.352891 | 2,022 | 9 | 0 | 0 |
PNC Bank Online Strip Mall | Financial Services | AUSTRALIA | AUD | 6,271.07 | 2022-07-14 | 16:39 | 8.743862 | 2,022 | 7 | 3 | 0 |
WOW Online | Utilities & Services | USA | USD | 565.33 | 2024-06-14 | 12:00 | 6.339177 | 2,024 | 6 | 4 | 0 |
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