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tx_amount float64 | account_balance float64 | daily_frequency float64 | geo_distance float64 | night_time_indicator float64 | is_fraud int64 |
|---|---|---|---|---|---|
0.034193 | -1.384183 | 1.224721 | -0.510307 | -0.29797 | 0 |
-0.527384 | -1.251183 | -0.056064 | 0.746886 | -1.847325 | 0 |
1.566549 | 3.099918 | 0.680378 | -0.136566 | -0.379099 | 0 |
0.46311 | 1.400811 | -0.20253 | -0.152786 | 0.685699 | 0 |
-0.870341 | -2.64983 | 0.394982 | -0.670566 | -1.920341 | 0 |
-0.814054 | -0.603291 | -1.193202 | -1.492464 | 0.036638 | 0 |
0.897249 | 3.135438 | -0.743596 | 0.384994 | 0.717236 | 0 |
-0.300011 | -2.001477 | 1.042875 | -0.206956 | -0.813516 | 0 |
0.347651 | -0.449449 | 1.098813 | -1.284581 | -0.661613 | 0 |
-0.838167 | -2.247139 | 0.126435 | 0.527804 | -0.73879 | 0 |
1.385647 | 2.711266 | 0.627376 | 0.401707 | 0.95567 | 0 |
-1.33198 | -4.053282 | 0.602777 | -1.767719 | 0.34703 | 0 |
-0.250421 | -0.099179 | -0.439062 | -0.018241 | 0.342852 | 0 |
-0.876262 | -2.064698 | -0.104963 | 0.492483 | -0.521838 | 0 |
1.086202 | 2.929134 | -0.178025 | 0.631957 | 1.259755 | 0 |
1.791176 | 3.418181 | 0.883132 | 0.465069 | -0.093861 | 0 |
-1.006665 | -1.002577 | -1.261738 | 0.566945 | 1.301868 | 0 |
-1.599669 | -2.428113 | -1.309217 | 0.244054 | 1.514375 | 0 |
2.023556 | 5.748829 | -0.574949 | 0.703545 | 1.579373 | 0 |
0.421211 | 0.696469 | 0.297132 | -0.016619 | -0.203741 | 0 |
-0.734471 | -2.205633 | 0.30788 | -0.092984 | -0.221688 | 0 |
-1.284917 | -4.660031 | 1.20645 | -0.190558 | -1.439697 | 0 |
1.334443 | 0.806403 | 2.108087 | 0.062512 | -0.461385 | 0 |
-1.447645 | -6.702526 | 2.569512 | -0.820935 | -0.647088 | 0 |
0.596189 | 1.815142 | -0.270558 | -0.349838 | 0.191959 | 0 |
1.094818 | 1.634354 | 0.91891 | -0.419889 | 0.327799 | 0 |
-2.138226 | -6.30066 | 0.795913 | -0.590149 | 0.579915 | 0 |
0.542344 | 0.38163 | 0.811859 | 1.016991 | -0.111671 | 0 |
-0.698285 | -1.16006 | -0.488044 | -1.129829 | -0.547444 | 0 |
-0.092569 | 0.175246 | -0.338891 | -1.923683 | -0.072283 | 0 |
0.225346 | -0.130072 | 0.577864 | -0.643561 | -0.723777 | 0 |
2.010598 | 2.828766 | 1.83144 | 2.129445 | -0.818084 | 0 |
0.385269 | 0.291639 | 0.559612 | 0.541902 | 0.202055 | 0 |
0.174129 | 0.633805 | -0.165401 | -0.74762 | 0.126087 | 0 |
-0.467546 | -2.151757 | 0.819076 | 0.308692 | 0.316168 | 0 |
0.092947 | 0.429768 | -0.164501 | -0.495646 | 0.387987 | 0 |
0.014113 | 1.629662 | -1.328648 | 0.887779 | -0.762696 | 0 |
-0.734282 | -1.159644 | -0.563385 | 0.291125 | -0.574165 | 0 |
-1.069478 | -4.248074 | 1.311983 | 0.044258 | -1.16753 | 0 |
0.008377 | -2.126536 | 1.789567 | -1.524478 | 0.478753 | 0 |
0.543626 | 0.998732 | 0.300277 | 0.997172 | 0.467575 | 0 |
0.261016 | 0.459455 | 0.160905 | 0.336425 | -0.126712 | 0 |
0.631806 | 0.629398 | 0.791763 | -0.505302 | -1.090653 | 0 |
0.365249 | -0.240891 | 0.961678 | -0.51565 | 0.69806 | 0 |
-0.454209 | -1.242957 | 0.089528 | -2.317218 | 0.191615 | 0 |
-1.029609 | -0.804754 | -1.47439 | -1.516558 | -0.943264 | 0 |
0.825597 | 2.094239 | -0.025205 | 1.091791 | -0.263981 | 0 |
-1.911973 | -5.31471 | 0.445648 | -0.428617 | 0.302224 | 0 |
0.572556 | 3.203592 | -1.476834 | -0.221254 | -0.211061 | 0 |
-0.352663 | -2.952365 | 1.725589 | -0.416647 | 0.698887 | 0 |
0.940931 | 1.095344 | 1.047486 | -0.389244 | 0.739806 | 0 |
2.024482 | 5.805077 | -0.619894 | 0.607712 | 1.26238 | 0 |
0.368986 | -0.929231 | 1.543081 | -1.249767 | 0.503425 | 0 |
-0.016176 | -1.503779 | 1.21945 | 0.347888 | -1.166798 | 0 |
0.601728 | 3.787667 | -1.902789 | -0.688905 | 0.263551 | 0 |
0.635703 | 1.535059 | 0.045165 | 0.46999 | -0.210976 | 0 |
1.176955 | 2.589681 | 0.293922 | 0.540799 | -1.057169 | 0 |
-0.709227 | -2.175438 | 0.335309 | -0.282616 | 0.341484 | 0 |
-0.481622 | -0.40501 | -0.665871 | 0.276019 | -1.577703 | 0 |
1.33092 | 5.224789 | -1.581241 | -0.223842 | -0.370996 | 0 |
0.152398 | -0.095963 | 0.397466 | 3.623568 | -1.278668 | 0 |
0.337716 | 0.613159 | 0.192608 | -1.811809 | -1.151009 | 0 |
0.45966 | -0.813137 | 1.635238 | -0.704797 | 0.1745 | 0 |
2.913121 | 8.367404 | -0.903833 | -0.03513 | -0.044563 | 0 |
0.844167 | 3.018505 | -0.756739 | 0.211422 | 2.638597 | 0 |
1.271774 | 3.349854 | -0.142017 | -0.875091 | 0.622263 | 0 |
-0.173263 | -1.550641 | 0.931236 | 0.890403 | 0.186571 | 0 |
-0.040298 | -1.65508 | 1.29528 | 0.53439 | -0.351133 | 0 |
1.275085 | 3.28085 | -0.077615 | -0.791377 | -0.565992 | 0 |
-0.636047 | -2.810332 | 1.016846 | 0.566478 | -0.214271 | 0 |
1.045984 | 2.169078 | 0.371567 | -2.474764 | -0.233016 | 0 |
0.532189 | -0.877881 | 1.840295 | 1.425838 | -1.16161 | 0 |
-2.197671 | -5.527317 | 0.027616 | 0.962553 | -0.125884 | 0 |
0.219755 | 0.011776 | 0.44801 | -0.444898 | 0.349985 | 0 |
0.459406 | 0.768354 | 0.316801 | -0.013607 | 0.7592 | 0 |
0.501743 | 1.95984 | -0.587902 | 1.743739 | -0.101595 | 0 |
0.991808 | 3.156454 | -0.564112 | -0.748974 | 0.120126 | 0 |
0.256654 | 2.161956 | -1.266933 | -0.594683 | -0.094866 | 0 |
1.600749 | 3.47494 | 0.439112 | -0.540046 | 0.431377 | 0 |
-0.491979 | -3.107513 | 1.564638 | 0.354197 | 0.4334 | 0 |
0.372858 | 0.280523 | 0.543018 | -0.208347 | -0.811714 | 0 |
-0.038548 | -1.000546 | 0.75348 | -0.042839 | -0.529442 | 0 |
1.455972 | 2.116254 | 1.269729 | 0.607667 | -0.109699 | 0 |
-0.419093 | -2.184962 | 0.947691 | 0.111903 | -1.482843 | 0 |
-0.039083 | -0.296746 | 0.165866 | -1.20382 | -1.263936 | 0 |
0.118579 | 2.290563 | -1.661762 | 0.748224 | 2.163097 | 0 |
-1.481376 | -2.878092 | -0.687789 | -0.494091 | -0.178887 | 0 |
-1.445277 | -4.204425 | 0.492694 | -0.751454 | -0.277077 | 0 |
-1.516359 | -4.914354 | 0.936213 | -1.71529 | -0.43624 | 0 |
0.146792 | -1.252217 | 1.349331 | -0.457253 | -0.740307 | 0 |
0.4504 | 1.498022 | -0.310019 | 1.080184 | 1.689738 | 0 |
0.265868 | -0.020845 | 0.571262 | -1.887516 | -0.018249 | 0 |
-1.060577 | -3.515682 | 0.7202 | 0.14137 | -0.194365 | 0 |
-2.514956 | -8.242633 | 1.629369 | -0.72882 | 0.683405 | 0 |
0.722543 | 0.683469 | 0.93574 | 1.354781 | 0.22848 | 0 |
-0.063182 | 1.69095 | -1.540754 | 0.093281 | 1.054342 | 0 |
-1.242435 | -2.604213 | -0.41823 | -2.080827 | -0.105748 | 0 |
-0.971897 | -1.023172 | -1.172141 | 1.050276 | -0.73883 | 0 |
0.356357 | 1.27838 | -0.322905 | 1.19176 | 0.215278 | 0 |
-0.395032 | -2.379522 | 1.159951 | 0.732811 | -0.326536 | 0 |
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