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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