For this assignment, we will be using the RFM dataset.

CardID TrxDate Amount 1000101 6/11/2019 98946 1000101 9/30/2019 77035 1000102 2/28/2020 256770 1000102 3/6/2020 381420 1000102 5/25/2019 152999 1000102 5/3/2020 178002 1000103 2/14/2019 31538 1000103 7/21/2019 27906 1000103 5/23/2019 65549 1000103 7/6/2019 215572 1000104 1/1/2019 231207 1000105 8/14/2019 146154 1000105 7/3/2019 78861 1000105 3/16/2020 350920 1000105 4/2/2020 191835 1000105 10/31/2019 110814 1000105 7/14/2019 158050 1000105 3/20/2019 285749 1000106 9/15/2019 350143 1000106 9/27/2019 259553 1000106 8/19/2019 117704 1000106 4/18/2020 262079 1000106 9/26/2019 389342 1000107 5/8/2020 348289 1000109 8/20/2019 27039 1000109 11/5/2019 339235 1000110 3/6/2019 303472 1000110 9/7/2019 164043 1000111 3/11/2020 354530 1000111 9/4/2019 386316 1000113 5/18/2020 363449 1000114 9/30/2019 190051 1000115 4/28/2020 152791 1000115 12/17/2019 138010 1000115 9/17/2019 224684 1000116 7/23/2019 357353 1000116 9/2/2019 230229 1000116 7/9/2019 3961941000116 12/5/2019 146690 1000116 6/7/2019 143423 1000116 1/24/2019 206034 1000116 4/22/2020 157875 1000117 6/20/2019 151017 1000117 4/1/2020 325543 1000117 3/4/2020 74448 1000117 2/18/2020 135167 1000118 10/2/2019 345818 1000118 6/26/2020 351419 1000119 1/12/2019 368053 1000121 1/11/2020 145630 1000121 5/9/2019 87927 1000121 9/30/2019 115753 1000122 5/14/2020 246929 1000122 5/10/2020 134873 1000122 3/28/2019 72379 1000123 1/21/2020 356573 1000123 5/25/2019 101157 1000125 6/18/2019 38018 1000125 1/24/2020 63165 1000126 8/19/2019 179398 1000127 6/13/2020 97595 1000127 6/17/2020 30650 1000128 3/4/2019 57624 1000128 5/9/2020 243565 1000128 1/8/2020 310724 1000128 11/13/2019 231237 1000128 10/24/2019 104411 1000129 9/29/2019 392512 1000129 3/14/2020 234049 1000129 6/27/2020 33588 1000129 4/2/2020 331027 1000130 6/26/2020 119426 1000130 6/24/2020 40900 1000130 7/18/2019 130481 1000131 1/11/2019 246588 1000131 12/25/2019 127002 1000132 1/25/2020 2651461000132 8/22/2019 107207 1000132 3/14/2019 242132 1000132 2/16/2019 41343 1000132 2/18/2020 45954 1000132 1/10/2020 312748 1000133 6/11/2020 184617 1000135 6/29/2020 75715 1000135 5/25/2019 306439 1000135 8/18/2019 103624 1000136 3/15/2019 59154 1000137 1/17/2019 77862 1000137 1/27/2019 360685 1000137 4/28/2020 148382 1000138 6/29/2019 160076 1000139 5/30/2020 267721 1000139 2/20/2020 233177 1000139 6/17/2020 297794 1000139 5/14/2019 70491 1000139 2/23/2020 335904 1000140 5/21/2020 264482 1000140 1/16/2020 378533 1000141 4/26/2019 190624 1000141 8/19/2019 352796 1000141 3/14/2020 248696 1000141 2/2/2019 25934 1000142 9/14/2019 100282 1000143 4/2/2020 367580 1000144 1/22/2020 107824 1000144 3/20/2019 59219 1000144 2/1/2019 197606 1000145 1/6/2019 224817 1000145 4/23/2019 72772 1000146 5/5/2020 231938 1000146 11/7/2019 300609 1000146 5/11/2020 298826 1000146 2/12/2019 77319 1000146 5/15/2020 290071 1000147 2/19/2020 249629 1000147 6/20/2020 2381511000147 2/3/2020 67175 1000147 1/19/2020 159016 1000148 1/10/2019 305247 1000148 2/2/2019 40697 1000148 3/25/2019 87136 1000148 10/4/2019 367636 1000148 2/16/2019 385941 1000149 3/11/2020 62137 1000149 2/12/2020 66863 1000151 3/13/2020 192406 1000152 9/17/2019 111531 1000152 10/12/2019 197109 1000153 12/11/2019 294114 1000153 4/24/2019 113688 1000153 5/8/2019 75609 1000154 12/16/2019 26918 1000154 3/17/2020 183743 1000155 7/12/2019 135723 1000156 3/19/2019 252266 1000156 11/4/2019 302430 1000156 1/8/2019 111451 1000156 3/8/2019 309486 1000156 1/11/2019 42773 1000156 4/20/2020 256865 1000156 2/25/2020 337740 1000156 3/5/2020 275031 1000157 3/13/2020 190664 1000157 3/5/2020 121034 1000157 5/20/2019 154104 1000158 6/11/2020 279259 1000158 6/5/2019 127976 1000159 6/5/2020 287794 1000159 2/11/2019 352489 1000159 3/18/2020 385021 1000160 5/15/2019 48140 1000160 4/11/2019 68123 1000161 9/15/2019 310846 1000161 11/2/2019 214367 1000162 6/24/2020 248337