TME-AIX
Collection
https://github.com/fenar/TME-AIX
•
10 items
•
Updated
•
6
Call_Duration
float64 0
133
| Data_Usage
float64 0
7.15k
| Sms_Count
int64 0
14
| Roaming_Indicator
int64 0
1
| MobileWallet_Use
int64 0
1
| Plan_Type
stringclasses 2
values | Cost
float64 0
661
| Cellular_Location_Distance
float64 0
71.4
| Personal_Pin_Used
int64 0
1
| Avg_Call_Duration
float64 -8.94
133
| Avg_Data_Usage
float64 -401.95
6.97k
| Avg_Cost
float64 -39.36
673
| Fraud
int64 0
1
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|
4.692681 | 452.126271 | 1 | 0 | 0 | postpaid | 56.99117 | 3.629675 | 0 | 1.460109 | 336.312984 | 71.603238 | 0 |
30.101214 | 226.842467 | 4 | 0 | 0 | postpaid | 9.718698 | 3.654629 | 0 | 30.817472 | 150.96959 | -3.794503 | 0 |
13.167457 | 2.69506 | 3 | 0 | 0 | postpaid | 10.770598 | 2.506765 | 0 | 13.554912 | 79.394244 | 4.58132 | 0 |
9.129426 | 411.727859 | 4 | 0 | 0 | postpaid | 5.88596 | 0.098861 | 0 | 7.990501 | 317.191998 | 24.955166 | 0 |
1.696249 | 1,134.432099 | 4 | 0 | 0 | prepaid | 24.716931 | 4.20457 | 0 | 0.159457 | 1,073.58526 | 21.75866 | 0 |
1.695963 | 379.341128 | 2 | 0 | 0 | prepaid | 34.464848 | 1.611316 | 0 | 6.05058 | 396.458824 | 36.027845 | 0 |
0.598388 | 758.173465 | 2 | 0 | 0 | postpaid | 22.924711 | 1.554081 | 0 | 3.113404 | 859.967491 | 21.83345 | 0 |
20.112309 | 88.341328 | 3 | 0 | 0 | postpaid | 7.633711 | 1.807355 | 0 | 19.484464 | -13.326 | -2.083521 | 0 |
9.190822 | 73.842785 | 4 | 0 | 0 | prepaid | 3.078613 | 0.053023 | 0 | 9.09783 | 59.872886 | 2.874835 | 0 |
12.312501 | 1,121.891854 | 1 | 0 | 1 | postpaid | 23.683292 | 5.052266 | 0 | 13.774477 | 1,132.258933 | 18.558452 | 0 |
0.207993 | 763.924782 | 6 | 0 | 1 | postpaid | 56.187341 | 20.137073 | 1 | -0.176263 | 791.530691 | 64.277393 | 0 |
35.035575 | 213.403363 | 0 | 0 | 1 | prepaid | 44.845751 | 4.652636 | 0 | 35.284343 | 161.322361 | 42.097663 | 0 |
17.864295 | 805.150021 | 6 | 1 | 0 | postpaid | 53.550124 | 4.578055 | 0 | 20.050789 | 913.517369 | 58.109294 | 0 |
2.386876 | 39.156773 | 4 | 0 | 0 | prepaid | 7.35511 | 10.569091 | 0 | 6.083316 | 30.770411 | -0.164534 | 0 |
2.00679 | 364.802342 | 5 | 0 | 0 | prepaid | 15.879169 | 14.946363 | 0 | 0.576105 | 361.396549 | 16.701885 | 0 |
2.026114 | 1,066.236548 | 4 | 0 | 0 | postpaid | 88.907771 | 16.275824 | 0 | 1.059671 | 1,060.776387 | 104.800214 | 0 |
3.627537 | 927.671478 | 1 | 0 | 0 | postpaid | 27.666562 | 1.305888 | 0 | 3.922617 | 1,010.380264 | 15.159215 | 0 |
7.439278 | 232.013562 | 2 | 0 | 0 | postpaid | 78.923743 | 1.927107 | 0 | 10.394614 | 132.439826 | 72.570481 | 0 |
5.655371 | 129.935408 | 2 | 0 | 0 | prepaid | 5.892354 | 1.647385 | 1 | 4.672684 | 61.283426 | 3.336427 | 0 |
3.44223 | 1,011.965212 | 2 | 0 | 1 | prepaid | 12.810309 | 2.701662 | 0 | 2.554884 | 1,121.204083 | 8.929087 | 0 |
9.463709 | 155.237121 | 5 | 0 | 1 | prepaid | 35.883416 | 8.148187 | 0 | 8.55782 | 208.454697 | 32.936812 | 0 |
1.502345 | 863.055009 | 3 | 1 | 0 | prepaid | 26.536381 | 1.316206 | 0 | 0.401611 | 962.303245 | 27.304852 | 0 |
3.455155 | 154.97577 | 2 | 0 | 0 | postpaid | 28.181512 | 2.792942 | 0 | 0.196043 | 197.277985 | 10.678183 | 0 |
4.562772 | 2,084.532149 | 3 | 0 | 0 | postpaid | 89.326951 | 12.91771 | 1 | 4.590138 | 2,025.325424 | 111.411044 | 0 |
6.089347 | 223.237461 | 1 | 0 | 0 | postpaid | 2.735271 | 13.641424 | 0 | 3.411263 | 116.318839 | -2.420402 | 0 |
15.37936 | 147.428287 | 2 | 0 | 0 | prepaid | 40.9541 | 2.439523 | 0 | 14.671991 | 94.367137 | 31.850484 | 0 |
2.227359 | 457.18096 | 1 | 0 | 0 | postpaid | 38.718735 | 2.553436 | 0 | 0.261783 | 558.950781 | 29.255379 | 0 |
7.220292 | 222.917054 | 5 | 1 | 0 | prepaid | 1.85271 | 8.18464 | 0 | 11.420459 | 240.538822 | 3.601773 | 0 |
8.975047 | 831.491821 | 4 | 0 | 0 | postpaid | 26.32073 | 6.832179 | 1 | 7.63849 | 718.544663 | 39.609854 | 0 |
0.475638 | 659.784775 | 2 | 0 | 0 | postpaid | 7.476971 | 3.486792 | 1 | -0.229488 | 790.961355 | 15.309454 | 0 |
9.35333 | 500.509841 | 2 | 0 | 0 | prepaid | 67.192081 | 6.846274 | 0 | 10.029044 | 524.924051 | 57.784518 | 0 |
1.869613 | 274.102347 | 6 | 0 | 0 | postpaid | 51.92238 | 0.48342 | 0 | 2.377073 | 238.939455 | 60.025591 | 0 |
0.672639 | 899.72782 | 2 | 0 | 0 | prepaid | 69.003376 | 3.194306 | 0 | -1.642329 | 1,021.099446 | 73.860436 | 0 |
29.736878 | 182.740538 | 5 | 0 | 1 | prepaid | 14.705347 | 1.414855 | 0 | 33.369667 | 195.551701 | 8.933554 | 0 |
33.706303 | 175.290964 | 3 | 0 | 0 | postpaid | 41.130859 | 0.374445 | 0 | 31.731465 | 156.265665 | 44.046862 | 0 |
16.523316 | 47.966817 | 4 | 0 | 0 | prepaid | 4.252948 | 6.571199 | 1 | 13.443982 | 333.839196 | -10.035285 | 0 |
3.632879 | 414.483644 | 2 | 0 | 0 | postpaid | 40.538707 | 1.17341 | 0 | 1.238528 | 296.019738 | 35.623389 | 0 |
1.027773 | 596.919947 | 2 | 0 | 0 | prepaid | 5.31771 | 36.149256 | 0 | -1.8327 | 932.751119 | 1.45552 | 0 |
11.527508 | 624.132998 | 1 | 0 | 0 | postpaid | 28.200669 | 11.122844 | 1 | 13.161306 | 672.503117 | 33.449191 | 0 |
5.800908 | 988.097822 | 4 | 0 | 0 | prepaid | 6.249058 | 4.352359 | 0 | 7.111949 | 1,094.857298 | 9.150743 | 0 |
1.301522 | 418.694114 | 2 | 0 | 0 | postpaid | 51.753965 | 4.419047 | 0 | 1.091935 | 409.170171 | 40.38174 | 0 |
6.835472 | 12.926389 | 5 | 0 | 1 | postpaid | 34.476432 | 9.939391 | 1 | 8.416095 | -90.162379 | 33.422096 | 0 |
0.349937 | 96.422631 | 6 | 0 | 0 | postpaid | 81.867749 | 5.079692 | 0 | -1.665619 | 224.456025 | 87.074349 | 0 |
24.004229 | 412.004464 | 1 | 0 | 0 | prepaid | 12.763653 | 2.124064 | 0 | 27.210859 | 614.616305 | 19.233801 | 0 |
2.994578 | 190.979854 | 2 | 0 | 0 | prepaid | 89.032949 | 13.785188 | 0 | 7.348204 | 16.471314 | 80.243242 | 0 |
10.862558 | 998.344679 | 4 | 0 | 1 | prepaid | 8.064696 | 0.411078 | 0 | 7.649831 | 1,096.443905 | 17.84575 | 0 |
3.735466 | 129.739677 | 2 | 1 | 1 | prepaid | 1.852467 | 5.055062 | 1 | 4.617203 | 221.363761 | 8.303384 | 0 |
7.341109 | 147.366145 | 4 | 0 | 1 | postpaid | 4.04375 | 2.837228 | 1 | 9.518066 | 124.14149 | -12.671865 | 0 |
7.912238 | 925.708593 | 3 | 0 | 0 | postpaid | 16.141131 | 0.71093 | 0 | 6.663664 | 959.698479 | 16.03424 | 0 |
2.043886 | 435.319441 | 3 | 0 | 0 | postpaid | 31.634525 | 1.530306 | 0 | -2.034124 | 444.570622 | 46.257609 | 0 |
34.928071 | 187.761622 | 2 | 1 | 0 | postpaid | 54.845013 | 2.070606 | 0 | 37.712628 | 187.834051 | 48.749573 | 0 |
14.922454 | 1,273.104186 | 3 | 0 | 0 | prepaid | 1.465055 | 1.338367 | 0 | 18.418648 | 1,224.102113 | 5.230577 | 0 |
28.050944 | 201.672308 | 5 | 0 | 0 | postpaid | 85.355802 | 3.545584 | 0 | 25.740717 | 284.970022 | 94.721862 | 0 |
22.52152 | 67.8313 | 4 | 0 | 0 | prepaid | 40.612356 | 3.932295 | 0 | 17.1026 | 124.339868 | 40.713306 | 0 |
9.110544 | 778.967127 | 2 | 0 | 0 | prepaid | 1.603722 | 1.099644 | 0 | 9.473872 | 657.940163 | 6.543371 | 0 |
25.494354 | 312.345625 | 3 | 0 | 1 | prepaid | 23.87171 | 2.83162 | 1 | 23.395815 | 322.974594 | 28.150697 | 0 |
0.926555 | 325.554832 | 2 | 0 | 0 | prepaid | 12.607975 | 1.230166 | 0 | 2.637378 | 418.666675 | 13.377409 | 0 |
2.181347 | 28.950934 | 1 | 0 | 0 | prepaid | 37.149523 | 18.606241 | 0 | 3.638347 | -13.134026 | 39.601552 | 0 |
0.46282 | 1,730.935792 | 4 | 0 | 0 | postpaid | 41.40692 | 0.25595 | 0 | -1.069131 | 1,730.809168 | 34.115808 | 0 |
3.935321 | 158.855926 | 2 | 0 | 0 | prepaid | 14.439825 | 0.486324 | 0 | 5.327983 | 205.703832 | 13.281045 | 0 |
4.921303 | 176.157215 | 3 | 0 | 0 | postpaid | 22.283542 | 0.862569 | 0 | 4.223731 | 171.123946 | 34.175083 | 0 |
3.165604 | 154.810706 | 4 | 0 | 0 | prepaid | 38.206588 | 9.770528 | 0 | -0.526818 | 47.606869 | 27.991966 | 0 |
17.645579 | 705.887358 | 3 | 0 | 0 | prepaid | 26.937797 | 5.285674 | 1 | 15.597928 | 698.095163 | 21.05166 | 0 |
4.41227 | 1,343.836286 | 0 | 0 | 0 | postpaid | 23.074502 | 5.714479 | 0 | 7.544462 | 1,425.473538 | 17.845079 | 0 |
3.298028 | 246.464415 | 4 | 0 | 0 | postpaid | 18.079477 | 2.23275 | 0 | 5.550889 | 288.017134 | 13.721045 | 0 |
7.824071 | 236.167584 | 4 | 0 | 0 | postpaid | 20.615738 | 9.261277 | 0 | 7.989299 | 210.018751 | 21.415436 | 0 |
1.518981 | 275.200521 | 5 | 0 | 0 | prepaid | 11.820862 | 4.829259 | 0 | -0.043898 | 258.248749 | 7.244694 | 0 |
16.204836 | 585.226742 | 3 | 0 | 0 | postpaid | 13.547946 | 2.112769 | 0 | 16.837861 | 588.832116 | 28.136847 | 0 |
0.774759 | 1,126.763069 | 2 | 0 | 0 | postpaid | 104.579027 | 1.325461 | 0 | 1.681229 | 1,022.478477 | 111.190471 | 0 |
43.341463 | 546.146849 | 2 | 0 | 0 | postpaid | 27.599143 | 4.428701 | 1 | 41.037596 | 637.593816 | 33.793038 | 0 |
14.794838 | 1,224.990185 | 3 | 0 | 1 | postpaid | 39.609975 | 3.339637 | 1 | 13.424902 | 1,232.093423 | 32.993001 | 0 |
2.215394 | 433.547186 | 1 | 0 | 0 | postpaid | 36.941425 | 1.791589 | 0 | 1.397037 | 514.566124 | 32.965867 | 0 |
0.055374 | 123.514093 | 5 | 0 | 0 | prepaid | 31.795921 | 11.369955 | 0 | -4.856832 | 10.054415 | 24.557022 | 0 |
16.898968 | 825.981184 | 6 | 0 | 1 | postpaid | 0.371233 | 9.966666 | 0 | 15.922038 | 921.63952 | 3.630714 | 0 |
12.270959 | 113.393492 | 5 | 0 | 0 | prepaid | 8.854176 | 0.067338 | 0 | 14.667417 | 255.677336 | 6.433575 | 0 |
13.056629 | 370.412495 | 3 | 0 | 0 | prepaid | 28.595043 | 9.366314 | 0 | 9.657389 | 505.489904 | 25.697832 | 0 |
14.752145 | 281.427383 | 4 | 1 | 0 | prepaid | 5.314371 | 2.902022 | 0 | 12.324281 | 205.520403 | 11.179668 | 0 |
0.769293 | 1,142.191696 | 2 | 0 | 0 | prepaid | 0.606589 | 2.755892 | 1 | -1.238495 | 1,172.37643 | -5.120054 | 0 |
4.438927 | 261.797845 | 2 | 0 | 0 | postpaid | 12.580152 | 9.349083 | 1 | 4.58412 | 112.712552 | 18.281383 | 0 |
1.231501 | 838.71609 | 1 | 0 | 0 | prepaid | 4.567929 | 9.083796 | 1 | 4.021396 | 1,012.115156 | 6.715783 | 0 |
19.885296 | 318.907595 | 4 | 0 | 0 | prepaid | 2.918255 | 4.477275 | 0 | 22.849546 | 554.210716 | 0.929835 | 0 |
9.763012 | 213.832388 | 2 | 0 | 0 | postpaid | 6.512719 | 8.193615 | 0 | 9.024703 | 138.347915 | 12.031385 | 0 |
4.018188 | 454.071673 | 1 | 0 | 0 | postpaid | 27.730566 | 4.054602 | 0 | 4.06691 | 735.055945 | 31.802343 | 0 |
0.656681 | 223.789413 | 2 | 0 | 1 | postpaid | 26.276012 | 3.753276 | 0 | 2.455214 | 78.531441 | 46.974269 | 0 |
3.724884 | 190.643939 | 3 | 0 | 0 | postpaid | 4.671516 | 0.495379 | 0 | 1.98917 | 241.930313 | 8.062008 | 0 |
3.933142 | 1,760.035418 | 4 | 0 | 1 | postpaid | 302.63877 | 0.799577 | 1 | 5.96903 | 1,695.638212 | 295.756404 | 0 |
13.078758 | 1,767.834657 | 5 | 0 | 0 | postpaid | 80.628016 | 0.354036 | 0 | 14.55799 | 1,846.575402 | 82.746262 | 0 |
10.148894 | 647.297231 | 3 | 1 | 0 | prepaid | 1.061122 | 1.450889 | 1 | 10.046814 | 581.8637 | 7.41632 | 0 |
21.822519 | 1,311.205435 | 1 | 0 | 0 | postpaid | 7.315403 | 0.342954 | 0 | 21.507013 | 1,269.401052 | 9.092494 | 0 |
6.390661 | 1,031.304016 | 0 | 0 | 0 | prepaid | 10.864227 | 1.020506 | 0 | 4.308532 | 987.399887 | 13.043039 | 0 |
1.273724 | 216.074063 | 1 | 0 | 0 | prepaid | 34.639148 | 10.685387 | 1 | 1.553802 | 300.262784 | 36.96208 | 0 |
12.491263 | 878.324251 | 0 | 0 | 1 | prepaid | 18.831024 | 1.90079 | 0 | 13.795251 | 892.440011 | 25.348572 | 0 |
14.303928 | 894.357898 | 2 | 0 | 0 | prepaid | 11.507467 | 4.765615 | 1 | 15.27916 | 845.00669 | 11.558568 | 0 |
8.238875 | 728.189172 | 4 | 1 | 0 | postpaid | 26.38828 | 2.69378 | 0 | 10.319886 | 738.593459 | 27.644646 | 0 |
14.7389 | 120.716302 | 4 | 0 | 0 | postpaid | 2.833047 | 0.477059 | 0 | 17.260324 | 142.805912 | -3.637162 | 0 |
6.808147 | 506.011566 | 1 | 0 | 0 | prepaid | 27.655446 | 3.850138 | 0 | 9.094312 | 635.379086 | 23.03981 | 0 |
7.396788 | 499.758779 | 4 | 0 | 0 | postpaid | 24.578597 | 2.933823 | 0 | 10.601037 | 546.092829 | 11.389584 | 0 |
5.578142 | 805.850054 | 1 | 0 | 0 | postpaid | 10.431417 | 1.243426 | 0 | 3.883386 | 772.360294 | 34.319734 | 0 |
0.257478 | 265.081272 | 3 | 0 | 1 | prepaid | 8.452234 | 5.245499 | 0 | 0.406222 | 264.19309 | 2.677987 | 0 |
1.141674 | 445.832542 | 0 | 0 | 0 | prepaid | 58.219103 | 3.68401 | 0 | -0.082282 | 452.515438 | 58.4347 | 0 |
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Number of rows:
1,000,000