Hi I am working on similarity measure on the different assets classification. I have close to 12 assets classes for more than 50 banks spanning from 2000Q1-4 -2019Q1-4 for each assets class. I am interested in calculating the similarity measure amongst each asset class using the Jaccard measure and i do not know how, is there anyone that can help with a clue or a guide. My data sets has been reshaped wide. BANKID represents the each banks, while each assets class is defined by the quarter period.
BANKID | cash_bal2000Q1 | securities2000Q1 | fedfnd_revrepo2000Q1 | loan_lease_hfs2000Q1 | Joint-venture2000Q1 | other assets2000Q1 | TradingAssets2000Q1 | IntangibleAssets2000Q1 | otherrealestate2000Q1 | securities2000Q1 | fixedassets2000Q1 | net-loans2000Q1 |
100003 | 0.0523267 | 0.3282848 | 0.0035845 | 0.0051423 | 0.0035845 | 0.0523267 | 0.3282848 | 0.0035845 | 0.0051423 | 0.0035845 | 0.0523267 | 0.0035845 |
100134 | 0.023778 | 0.2791913 | 0.0038878 | 0 | 0.0038878 | 0.023778 | 0.2791913 | 0.0038878 | 0 | 0.0038878 | 0.023778 | 0.0038878 |
100135 | 0.0230704 | 0.2506895 | 0.00654 | 0.000572 | 0.00654 | 0.0230704 | 0.2506895 | 0.00654 | 0.000572 | 0.00654 | 0.0230704 | 0.00654 |
100144 | 0.1323925 | 0.0914672 | 0.0345783 | 0 | 0.0345783 | 0.1323925 | 0.0914672 | 0.0345783 | 0 | 0.0345783 | 0.1323925 | 0.0345783 |
100154 | 0.0534938 | 0.0709148 | 0.0026255 | 0.0053682 | 0.0026255 | 0.0534938 | 0.0709148 | 0.0026255 | 0.0053682 | 0.0026255 | 0.0534938 | 0.0026255 |
100161 | 0.0506434 | 0.2294578 | 0.0018176 | 0.0080809 | 0.0018176 | 0.0506434 | 0.2294578 | 0.0018176 | 0.0080809 | 0.0018176 | 0.0506434 | 0.0018176 |
100165 | 0.0256106 | 0.2885543 | 0.0335942 | 0.0220141 | 0.0335942 | 0.0256106 | 0.2885543 | 0.0335942 | 0.0220141 | 0.0335942 | 0.0256106 | 0.0335942 |
100173 | 0.0333732 | 0.2799982 | 0.0094496 | 0 | 0.0094496 | 0.0333732 | 0.2799982 | 0.0094496 | 0 | 0.0094496 | 0.0333732 | 0.0094496 |
100184 | 0.0518307 | 0.2053013 | 0.0196109 | 0.0006451 | 0.0196109 | 0.0518307 | 0.2053013 | 0.0196109 | 0.0006451 | 0.0196109 | 0.0518307 | 0.0196109 |
100185 | 0.0379655 | 0.3561531 | 0.004141 | 0.0001412 | 0.004141 | 0.0379655 | 0.3561531 | 0.004141 | 0.0001412 | 0.004141 | 0.0379655 | 0.004141 |
100196 | 0.0873589 | 0.2289798 | 0.0161368 | 0.0026473 | 0.0161368 | 0.0873589 | 0.2289798 | 0.0161368 | 0.0026473 | 0.0161368 | 0.0873589 | 0.0161368 |
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