id int64 7.48M 23.8M | date stringdate 2010-01-01 00:01:00 2019-10-31 23:59:00 | client_id int64 0 2k | card_id int64 0 6.14k | amount stringlengths 5 8 | use_chip stringclasses 3
values | merchant_id int64 1 100k | merchant_city stringlengths 3 26 | merchant_state stringclasses 199
values | zip float64 1k 99.9k ⌀ | mcc int64 1.71k 9.4k | errors stringclasses 22
values |
|---|---|---|---|---|---|---|---|---|---|---|---|
7,475,674 | 2010-01-01 06:30:00 | 1,485 | 4,736 | $76.07 | Swipe Transaction | 69,956 | Longview | TX | 75,602 | 5,310 | null |
7,475,676 | 2010-01-01 06:31:00 | 46 | 2,925 | $11.00 | Swipe Transaction | 78,499 | Howard Beach | NY | 11,414 | 5,812 | null |
7,475,677 | 2010-01-01 06:31:00 | 122 | 2,034 | $23.84 | Swipe Transaction | 13,646 | Orlando | FL | 32,810 | 7,538 | null |
7,475,679 | 2010-01-01 06:32:00 | 748 | 1,067 | $10.64 | Swipe Transaction | 20,519 | Houston | TX | 77,064 | 5,942 | null |
7,475,680 | 2010-01-01 06:32:00 | 1,979 | 2,812 | $12.35 | Swipe Transaction | 50,783 | Boca Raton | FL | 33,487 | 5,411 | null |
7,475,681 | 2010-01-01 06:33:00 | 94 | 2,890 | $67.00 | Swipe Transaction | 59,935 | Claremont | NC | 28,610 | 5,499 | null |
7,475,682 | 2010-01-01 06:33:00 | 278 | 3,919 | $106.82 | Swipe Transaction | 40,538 | Houston | TX | 77,056 | 5,912 | null |
7,475,683 | 2010-01-01 06:33:00 | 415 | 3,225 | $3.50 | Swipe Transaction | 55,250 | Washington Court House | OH | 43,160 | 5,411 | null |
7,475,684 | 2010-01-01 06:33:00 | 565 | 5,459 | $106.64 | Swipe Transaction | 88,647 | Carrollton | TX | 75,006 | 4,900 | null |
7,475,685 | 2010-01-01 06:33:00 | 797 | 5,428 | $-74.00 | Swipe Transaction | 59,935 | Honolulu | HI | 96,825 | 5,499 | null |
7,475,687 | 2010-01-01 06:35:00 | 1,381 | 3,738 | $8.96 | Swipe Transaction | 61,195 | Mentor | OH | 44,060 | 5,541 | null |
7,475,688 | 2010-01-01 06:35:00 | 1,969 | 4,981 | $100.00 | Swipe Transaction | 27,092 | Longboat Key | FL | 34,228 | 4,829 | null |
7,475,689 | 2010-01-01 06:36:00 | 1,719 | 2,058 | $1.79 | Swipe Transaction | 51,755 | Miami | FL | 33,179 | 5,411 | null |
7,475,691 | 2010-01-01 06:37:00 | 797 | 5,428 | $46.32 | Swipe Transaction | 59,935 | Honolulu | HI | 96,825 | 5,499 | null |
7,475,692 | 2010-01-01 06:37:00 | 1,145 | 5,444 | $2.63 | Swipe Transaction | 75,936 | Appleton | WI | 54,913 | 5,814 | null |
7,475,693 | 2010-01-01 06:37:00 | 1,430 | 2,813 | $56.00 | Swipe Transaction | 61,195 | Urbandale | IA | 50,322 | 5,541 | null |
7,475,694 | 2010-01-01 06:37:00 | 1,956 | 2,451 | $1.61 | Swipe Transaction | 14,528 | Anaheim | CA | 92,804 | 5,499 | null |
7,475,696 | 2010-01-01 06:38:00 | 898 | 4,660 | $3.31 | Swipe Transaction | 28,620 | Allentown | PA | 18,102 | 5,812 | null |
7,475,697 | 2010-01-01 06:38:00 | 1,274 | 1,075 | $7.08 | Swipe Transaction | 59,935 | Pascoag | RI | 2,859 | 5,499 | null |
7,475,698 | 2010-01-01 06:38:00 | 1,492 | 5,452 | $6.38 | Swipe Transaction | 50,783 | Bothell | WA | 98,011 | 5,411 | null |
7,475,699 | 2010-01-01 06:38:00 | 1,604 | 2,188 | $3.66 | Online Transaction | 85,247 | ONLINE | null | null | 5,815 | null |
7,475,700 | 2010-01-01 06:39:00 | 137 | 5,442 | $4.95 | Swipe Transaction | 14,532 | Johnson City | TN | 37,604 | 5,411 | null |
7,475,701 | 2010-01-01 06:39:00 | 797 | 5,428 | $74.00 | Swipe Transaction | 59,935 | Honolulu | HI | 96,825 | 5,499 | null |
7,475,704 | 2010-01-01 06:40:00 | 1,144 | 2,223 | $28.01 | Swipe Transaction | 36,934 | Houston | TX | 77,086 | 7,538 | null |
7,475,705 | 2010-01-01 06:40:00 | 1,326 | 5,427 | $3.50 | Swipe Transaction | 75,781 | Somerset | NJ | 8,873 | 5,411 | null |
7,475,706 | 2010-01-01 06:40:00 | 1,376 | 2,182 | $3.97 | Swipe Transaction | 50,379 | Cedar Park | TX | 78,613 | 5,411 | null |
7,475,707 | 2010-01-01 06:41:00 | 636 | 3,420 | $34.68 | Swipe Transaction | 13,646 | Chicago | IL | 60,624 | 7,538 | null |
7,475,709 | 2010-01-01 06:41:00 | 840 | 37 | $105.70 | Swipe Transaction | 61,195 | San Francisco | CA | 94,131 | 5,541 | null |
7,475,708 | 2010-01-01 06:41:00 | 840 | 37 | $87.00 | Swipe Transaction | 61,195 | San Francisco | CA | 94,131 | 5,541 | null |
7,475,711 | 2010-01-01 06:41:00 | 1,678 | 4,680 | $4.96 | Swipe Transaction | 17,493 | Wethersfield | CT | 6,109 | 5,812 | null |
7,475,712 | 2010-01-01 06:41:00 | 1,898 | 4,543 | $40.40 | Online Transaction | 39,021 | ONLINE | null | null | 4,784 | null |
7,475,714 | 2010-01-01 06:42:00 | 1,242 | 5,102 | $12.05 | Swipe Transaction | 59,935 | Chicago | IL | 60,620 | 5,499 | null |
7,475,715 | 2010-01-01 06:42:00 | 1,439 | 235 | $1.26 | Swipe Transaction | 14,528 | New Market | TN | 37,820 | 5,499 | null |
7,475,717 | 2010-01-01 06:42:00 | 1,844 | 3,702 | $6.96 | Swipe Transaction | 25,887 | Corpus Christi | TX | 78,410 | 5,814 | null |
7,475,718 | 2010-01-01 06:43:00 | 1,356 | 4,752 | $2.92 | Swipe Transaction | 20,519 | Farmington | MN | 55,024 | 5,942 | null |
7,475,719 | 2010-01-01 06:43:00 | 1,651 | 4,181 | $3.78 | Swipe Transaction | 23,671 | San Antonio | TX | 78,255 | 5,812 | null |
7,475,720 | 2010-01-01 06:43:00 | 1,791 | 4,587 | $23.44 | Online Transaction | 39,021 | ONLINE | null | null | 4,784 | null |
7,475,721 | 2010-01-01 06:44:00 | 161 | 5,588 | $2.52 | Swipe Transaction | 59,935 | Waco | TX | 76,707 | 5,499 | null |
7,475,722 | 2010-01-01 06:44:00 | 1,091 | 3,334 | $6.46 | Swipe Transaction | 26,810 | Baltimore | MD | 21,224 | 5,541 | null |
7,475,723 | 2010-01-01 06:44:00 | 1,193 | 5,962 | $12.13 | Swipe Transaction | 78,454 | Poughkeepsie | NY | 12,603 | 5,812 | null |
7,475,724 | 2010-01-01 06:44:00 | 1,516 | 1,002 | $17.78 | Swipe Transaction | 710 | Milpitas | CA | 95,035 | 5,912 | null |
7,475,725 | 2010-01-01 06:44:00 | 1,542 | 2,906 | $26.13 | Swipe Transaction | 78,821 | Cleveland | OH | 44,118 | 5,912 | null |
7,475,726 | 2010-01-01 06:45:00 | 4 | 3,413 | $250.03 | Swipe Transaction | 69,965 | Las Vegas | NV | 89,109 | 7,995 | null |
7,475,727 | 2010-01-01 06:45:00 | 636 | 3,420 | $52.00 | Swipe Transaction | 59,935 | Chicago | IL | 60,623 | 5,499 | null |
7,475,728 | 2010-01-01 06:45:00 | 1,314 | 2,911 | $3.02 | Swipe Transaction | 61,195 | New Braunfels | TX | 78,130 | 5,541 | null |
7,475,729 | 2010-01-01 06:45:00 | 1,783 | 10 | $1.68 | Swipe Transaction | 50,783 | Oakland | CA | 94,606 | 5,411 | null |
7,475,730 | 2010-01-01 06:46:00 | 11 | 243 | $192.29 | Online Transaction | 52,100 | ONLINE | null | null | 7,801 | null |
7,475,731 | 2010-01-01 06:47:00 | 2 | 3,298 | $0.72 | Swipe Transaction | 60,569 | Bronx | NY | 10,462 | 5,300 | null |
7,475,732 | 2010-01-01 06:47:00 | 366 | 2,934 | $2.03 | Swipe Transaction | 43,293 | Oshkosh | WI | 54,902 | 5,499 | null |
7,475,733 | 2010-01-01 06:47:00 | 408 | 4,960 | $19.72 | Swipe Transaction | 59,935 | Barron | WI | 54,812 | 5,499 | null |
7,475,734 | 2010-01-01 06:47:00 | 1,797 | 1,127 | $46.63 | Online Transaction | 15,143 | ONLINE | null | null | 4,784 | null |
7,475,735 | 2010-01-01 06:48:00 | 503 | 1,088 | $2.43 | Swipe Transaction | 61,195 | Chicago | IL | 60,629 | 5,541 | null |
7,475,736 | 2010-01-01 06:48:00 | 1,430 | 2,813 | $58.60 | Swipe Transaction | 61,195 | Urbandale | IA | 50,322 | 5,541 | null |
7,475,737 | 2010-01-01 06:49:00 | 119 | 5,980 | $178.53 | Online Transaction | 73,186 | ONLINE | null | null | 4,814 | null |
7,475,738 | 2010-01-01 06:49:00 | 366 | 2,934 | $25.80 | Swipe Transaction | 99,381 | Oshkosh | WI | 54,901 | 4,121 | null |
7,475,739 | 2010-01-01 06:49:00 | 847 | 5,107 | $100.00 | Swipe Transaction | 27,092 | Billings | OK | 74,630 | 4,829 | null |
7,475,740 | 2010-01-01 06:49:00 | 1,288 | 2,428 | $42.68 | Swipe Transaction | 19,964 | Killeen | TX | 76,542 | 5,311 | null |
7,475,741 | 2010-01-01 06:50:00 | 94 | 2,890 | $-67.00 | Swipe Transaction | 59,935 | Claremont | NC | 28,610 | 5,499 | null |
7,475,742 | 2010-01-01 06:50:00 | 1,430 | 2,813 | $-56.00 | Swipe Transaction | 61,195 | Urbandale | IA | 50,322 | 5,541 | null |
7,475,743 | 2010-01-01 06:50:00 | 1,531 | 2,573 | $14.10 | Swipe Transaction | 53,326 | Summerville | GA | 30,747 | 5,921 | null |
7,475,744 | 2010-01-01 06:50:00 | 1,920 | 5,579 | $103.79 | Online Transaction | 96,529 | ONLINE | null | null | 4,899 | null |
7,475,745 | 2010-01-01 06:51:00 | 303 | 984 | $92.22 | Swipe Transaction | 35,166 | Windsor | CO | 80,550 | 5,411 | null |
7,475,747 | 2010-01-01 06:51:00 | 547 | 5,526 | $1.38 | Swipe Transaction | 72,351 | Delavan | WI | 53,115 | 5,541 | null |
7,475,749 | 2010-01-01 06:51:00 | 1,133 | 2,586 | $1153.61 | Swipe Transaction | 29,742 | Coraopolis | PA | 15,108 | 3,256 | null |
7,475,750 | 2010-01-01 06:51:00 | 1,456 | 5,935 | $120.00 | Swipe Transaction | 27,092 | Lucedale | MS | 39,452 | 4,829 | null |
7,475,751 | 2010-01-01 06:52:00 | 1,098 | 4,626 | $46.25 | Swipe Transaction | 40,616 | Battle Creek | IA | 51,006 | 7,349 | null |
7,475,752 | 2010-01-01 06:52:00 | 1,718 | 2,029 | $10.60 | Swipe Transaction | 20,519 | Spring Valley | CA | 91,977 | 5,942 | null |
7,475,753 | 2010-01-01 06:52:00 | 1,811 | 3,238 | $0.88 | Swipe Transaction | 59,251 | Los Altos | CA | 94,024 | 5,411 | null |
7,475,754 | 2010-01-01 06:53:00 | 17 | 4,962 | $89.46 | Swipe Transaction | 50,783 | Banner Elk | NC | 28,604 | 5,411 | null |
7,475,755 | 2010-01-01 06:53:00 | 1,696 | 2,408 | $3.41 | Swipe Transaction | 75,781 | Merritt Island | FL | 32,953 | 5,411 | null |
7,475,756 | 2010-01-01 06:54:00 | 839 | 4,725 | $68.98 | Swipe Transaction | 71,750 | Bethlehem | CT | 6,751 | 5,655 | null |
7,475,758 | 2010-01-01 06:55:00 | 428 | 3,842 | $78.66 | Swipe Transaction | 90,865 | Lebanon | NH | 3,766 | 5,311 | null |
7,475,759 | 2010-01-01 06:55:00 | 822 | 2,558 | $10.64 | Swipe Transaction | 34,488 | Arcadia | CA | 91,007 | 7,802 | null |
7,475,760 | 2010-01-01 06:55:00 | 840 | 37 | $-87.00 | Swipe Transaction | 61,195 | San Francisco | CA | 94,131 | 5,541 | null |
7,475,761 | 2010-01-01 06:55:00 | 1,177 | 4,164 | $4.00 | Swipe Transaction | 78,454 | Newark | DE | 19,711 | 5,812 | null |
7,475,762 | 2010-01-01 06:55:00 | 1,268 | 4,965 | $34.25 | Swipe Transaction | 27,601 | Yoakum | TX | 77,995 | 7,538 | null |
7,475,763 | 2010-01-01 06:55:00 | 1,269 | 4,147 | $39.39 | Online Transaction | 96,246 | ONLINE | null | null | 4,784 | null |
7,475,765 | 2010-01-01 06:56:00 | 277 | 5,362 | $60.00 | Swipe Transaction | 27,092 | Grenada | MS | 38,901 | 4,829 | null |
7,475,766 | 2010-01-01 06:57:00 | 94 | 2,890 | $40.72 | Swipe Transaction | 59,935 | Claremont | NC | 28,610 | 5,499 | null |
7,475,767 | 2010-01-01 06:57:00 | 364 | 4,623 | $57.39 | Swipe Transaction | 75,781 | Andersonville | TN | 37,705 | 5,411 | null |
7,475,768 | 2010-01-01 06:57:00 | 1,382 | 1,110 | $3.43 | Swipe Transaction | 69,972 | Dallas | TX | 75,253 | 5,814 | null |
7,475,770 | 2010-01-01 06:58:00 | 636 | 3,420 | $8.28 | Swipe Transaction | 59,935 | Chicago | IL | 60,623 | 5,499 | null |
7,475,771 | 2010-01-01 06:58:00 | 1,189 | 164 | $60.00 | Swipe Transaction | 27,092 | Albany | NY | 12,209 | 4,829 | null |
7,475,772 | 2010-01-01 06:59:00 | 38 | 2,526 | $38.50 | Online Transaction | 39,021 | ONLINE | null | null | 4,784 | null |
7,475,773 | 2010-01-01 06:59:00 | 757 | 5,458 | $100.00 | Swipe Transaction | 27,092 | Brooklyn | NY | 11,236 | 4,829 | null |
7,475,774 | 2010-01-01 06:59:00 | 938 | 231 | $2.36 | Swipe Transaction | 50,783 | Lawrence | KS | 66,046 | 5,411 | null |
7,475,775 | 2010-01-01 06:59:00 | 1,147 | 2,042 | $6.71 | Swipe Transaction | 25,408 | Houston | TX | 77,052 | 5,812 | null |
7,475,776 | 2010-01-01 06:59:00 | 1,176 | 5,003 | $6.90 | Swipe Transaction | 46,284 | Oakland City | IN | 47,660 | 5,411 | null |
7,475,777 | 2010-01-01 06:59:00 | 1,817 | 2,530 | $28.13 | Online Transaction | 18,563 | ONLINE | null | null | 4,121 | null |
7,475,779 | 2010-01-01 07:00:00 | 605 | 212 | $86.73 | Swipe Transaction | 47,370 | Brooklyn | NY | 11,210 | 5,912 | null |
7,475,780 | 2010-01-01 07:00:00 | 837 | 160 | $8.45 | Swipe Transaction | 22,204 | Quincy | MA | 2,169 | 5,541 | null |
7,475,781 | 2010-01-01 07:00:00 | 980 | 5,052 | $1.72 | Swipe Transaction | 63,765 | Gwynn Oak | MD | 21,207 | 5,812 | null |
7,475,782 | 2010-01-01 07:01:00 | 165 | 2,559 | $56.40 | Swipe Transaction | 9,041 | Oakland | CA | 94,611 | 5,912 | null |
7,475,783 | 2010-01-01 07:01:00 | 580 | 2,961 | $49.46 | Online Transaction | 39,021 | ONLINE | null | null | 4,784 | null |
7,475,784 | 2010-01-01 07:01:00 | 1,640 | 4,967 | $39.12 | Swipe Transaction | 20,519 | Spring Arbor | MI | 49,283 | 5,942 | null |
7,475,785 | 2010-01-01 07:01:00 | 1,910 | 3,242 | $22.39 | Online Transaction | 39,021 | ONLINE | null | null | 4,784 | null |
7,475,786 | 2010-01-01 07:02:00 | 190 | 4,621 | $2.16 | Swipe Transaction | 75,781 | Waukegan | IL | 60,085 | 5,411 | null |
7,475,787 | 2010-01-01 07:02:00 | 321 | 35 | $6.10 | Swipe Transaction | 20,763 | Merrill | WI | 54,452 | 5,921 | null |
7,475,789 | 2010-01-01 07:02:00 | 437 | 3,271 | $90.00 | Swipe Transaction | 61,195 | Arnold | MD | 21,012 | 5,541 | null |
7,475,790 | 2010-01-01 07:02:00 | 1,214 | 5,508 | $2.03 | Swipe Transaction | 30,928 | Franklin | MA | 2,038 | 5,541 | null |
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