planning &organizing quality accuracy analytical oral written productivity client innovation2 2 2 2 2 2 32 4 4 3 3 3 31 1 1 1 1 1 14 4 4 4 4 4 43 1 1 1 1 1 11 1 1 1 1 1 14 4 4 4 4 3 32 2 2 2 2 2 22 3 3 3 3 3 33 3 3 3 3 3 32 2 2 2 2 3 31 1 1 1 1 1 13 3 3 3 3 3 31 3 3 3 3 2 32 2 2 2 2 2 43 2 3 3 3 3 33 2 3 4 3 3 43 3 3 3 2 3 33 3 3 3 3 3 43 4 4 4 4 4 43 3 2 3 3 3 33 3 2 3 3 3 24 4 3 3 3 3 43 4 4 4 3 4 34 4 4 4 4 4 43 3 4 3 3 3 34 4 4 4 4 2 43 3 4 4 3 2 44 4 4 4 4 2 43 3 3 3 3 2 33 4 3 3 3 2 43 3 3 3 3 3 33 1 4 4 4 4 34 1 3 1 4 3 44 1 4 1 4 2 44 1 4 1 4 2 34 1 4 1 4 2 43 1 4 1 3 2 43 1 4 1 3 3 34 1 4 1 4 4 34 1 3 1 3 3 43 1 3 1 3 1 13 1 3 1 3 3 34 1 4 4 4 4 4
2 1 2 2 2 2 22 1 3 3 3 3 33 4 4 4 4 4 42 3 4 4 4 3 33 3 3 3 3 3 33 3 3 3 3 3 34 4 3 4 3 2 23 3 3 3 4 4 24 4 4 4 4 4 42 2 2 2 2 2 24 4 3 4 3 4 43 4 1 3 4 2 34 3 3 3 3 2 23 4 2 4 3 2 24 3 3 4 4 3 33 2 2 2 3 1 14 4 2 4 4 3 44 3 3 3 4 3 33 1 1 3 3 2 23 3 3 3 3 3 33 2 2 2 3 2 34 4 4 4 3 3 34 1 3 2 4 1 23 3 3 3 4 1 24 4 4 4 4 3 34 1 3 3 3 3 33 4 4 4 4 2 34 1 2 3 4 3 34 3 4 4 4 2 24 2 2 1 4 1 13 3 3 2 2 1 23 2 2 2 2 2 22 3 2 3 3 1 14 4 4 4 4 2 24 4 4 4 4 3 33 2 3 2 4 3 24 3 3 3 4 3 33 3 2 3 4 3 34 4 4 4 4 4 34 3 3 3 4 3 33 3 3 2 3 2 24 3 3 3 4 3 44 4 4 4 4 2 44 1 4 2 4 2 21 1 4 2 4 4 4
1 4 3 2 4 4 41 3 3 2 4 2 21 4 4 2 4 1 41 3 3 2 4 3 31 4 4 4 4 4 41 4 3 4 3 2 21 3 2 2 3 2 21 4 3 4 4 2 21 4 4 4 4 3 31 3 4 3 3 3 31 3 3 2 3 2 21 4 4 4 2 2 31 1 4 2 4 2 23 3 3 3 3 2 24 4 4 4 4 1 33 4 4 2 4 1 23 3 3 3 3 2 24 3 3 3 4 2 24 4 4 4 4 2 33 2 2 2 4 4 43 2 3 3 3 2 23 1 1 2 2 2 23 2 2 3 2 3 23 2 2 3 2 3 32 2 2 2 2 2 33 3 3 3 3 2 23 2 3 2 3 2 22 2 3 2 2 2 22 2 3 2 2 2 22 1 2 3 3 2 23 3 3 3 3 3 32 2 3 2 3 2 23 2 4 2 3 2 21 1 1 1 1 1 33 2 2 2 3 2 22 2 3 2 3 3 33 1 3 2 3 2 33 2 3 3 3 3 34 1 2 4 2 4 43 2 2 3 2 2 22 2 2 2 2 2 23 2 3 3 3 2 23 2 3 2 4 2 34 1 4 4 4 4 44 2 3 3 2 3 2
3 2 3 4 4 4 43 2 2 3 3 2 33 3 3 4 4 4 44 4 4 2 4 2 23 2 3 2 3 2 33 4 3 2 2 3 33 2 4 3 4 3 34 2 3 2 3 3 34 2 4 2 4 4 44 2 3 2 3 3 33 2 3 4 3 4 43 3 4 4 4 4 33 1 1 2 3 3 23 1 1 3 1 3 13 1 4 1 1 3 32 1 1 2 1 1 13 2 4 3 4 2 43 2 4 3 3 2 23 1 1 4 2 3 32 2 3 2 2 2 33 1 3 4 4 4 31 1 1 1 2 3 21 1 1 3 3 3 33 2 3 2 2 2 22 2 2 2 2 2 23 3 4 3 3 3 34 3 4 3 3 3 34 2 3 4 3 3 34 3 2 1 1 1 12 4 4 1 1 1 13 3 3 3 2 2 32 2 3 2 2 2 24 4 4 3 3 3 32 2 2 3 3 3 34 4 4 3 3 4 44 2 4 4 4 4 34 4 4 4 3 3 33 3 3 3 2 2 23 3 3 3 2 2 24 4 3 2 1 2 34 4 3 2 1 3 33 3 3 3 2 2 22 2 3 3 2 4 23 3 2 3 3 3 32 2 3 2 2 2 3
leadetship department3 12 12 1 planning &organizing quality accuracy2 1 Department-12 1 Mean 3.07246376811594 2.56521739130432 1 Standard Error 0.101813983340342 0.14226019422172 1 Median 3 32 1 Mode 3 32 1 Standard Deviati 0.845730463593631 1.18170192406552 1 Sample Variance 0.715260017050298 1.39641943734023 1 Kurtosis 0.129695024811576 -1.47121315347491 1 Skewness -0.741064880912016 -0.18789461431652 1 Range 3 31 1 Minimum 1 11 1 Maximum 4 43 1 Sum 212 1773 1 Count 69 692 13 14 13 12 1 planning &organizing quality accuracy3 1 Department-22 1 Mean 2.60714285714286 2.71428571428571 1 Standard Error 0.154328397174328 0.1365490390823 1 Median 3 34 1 Mode 3 32 1 Standard Deviati 1.15488797455261 1.02183944147594 1 Sample Variance 1.33376623376623 1.04415584415582 1 Kurtosis -1.3705751987525 -1.0485710158181 1 Skewness -0.271110110826104 -0.2380298636532 1 Range 3 33 1 Minimum 1 12 1 Maximum 4 44 1 Sum 146 1522 1 Count 56 564 13 12 11 1 planning &organizing quality accuracy1 1 Department-31 1 Mean 3.05454545454545 2.27272727272733 1 Standard Error 0.105147585290288 0.12832656535882 1 Median 3 2
2 1 Mode 3 22 1 Standard Deviati 0.779795362951594 0.95169527986854 1 Sample Variance 0.608080808080809 0.90572390572391 1 Kurtosis 0.158917737670148 -0.5753397299692 1 Skewness -0.582874279470279 0.48753273747482 1 Range 3 32 1 Minimum 1 12 1 Maximum 4 43 1 Sum 168 1252 1 Count 55 554 13 14 13 14 13 14 13 12 13 13 13 13 12 11 13 23 23 24 24 22 23 21 23 24 24 24 23 24 24 23 24 23 24 24 2
4 24 24 23 24 23 21 24 24 23 24 23 24 22 24 23 23 24 24 24 23 22 22 23 23 23 22 23 23 22 23 23 23 23 23 23 22 33 34 33 33 33 33 34 32 3
4 33 34 33 33 33 33 33 34 33 34 33 34 32 34 31 34 33 33 32 34 32 33 32 32 32 34 33 31 31 33 32 33 33 33 34 33 33 33 33 31 33 33 34 32 3
analytical oral written productivity client innovation leadetship
2.9855072464 2.768115942 3.1304347826 2.6231884058 2.9710144928 2.43478260870.1121227284 0.1324323687 0.0988274036 0.1074811375 0.1091918201 0.1101774529
3 3 3 3 3 23 3 3 3 3 2
0.9313613317 1.1000658742 0.8209220691 0.8928053815 0.9070153785 0.91520265950.8674339301 1.2101449275 0.6739130435 0.7971014493 0.8226768968 0.8375959079
-0.3847235666 -1.0706619383 0.6672890175 -0.6389471303 -0.1970288695 -0.7221082925-0.6455255112 -0.4766141496 -0.9057150609 -0.1922857103 -0.6725004975 0.1983135569
3 3 3 3 3 31 1 1 1 1 14 4 4 4 4 4
206 191 216 181 205 16869 69 69 69 69 69
analytical oral written productivity client innovation leadetship
3.0357142857 2.7321428571 3.3035714286 2.3214285714 2.5535714286 3.21428571430.1109705873 0.1153511618 0.1078709031 0.1084337815 0.1016731549 0.1041798075
3 3 3.5 2 2 33 2 4 2 2 3
0.8304278353 0.8632090535 0.8072319225 0.8114441191 0.7608522221 0.77961029230.6896103896 0.7451298701 0.6516233766 0.6584415584 0.5788961039 0.6077922078
-0.4538403645 -1.0313988011 -0.2631076648 -0.1526782293 -0.4070735418 0.6477541762-0.4631339079 0.2054450741 -0.8318342271 0.3959359026 0.4548136679 -0.8770544598
3 3 3 3 3 31 1 1 1 1 14 4 4 4 4 4
170 153 185 130 143 18056 56 56 56 56 56
analytical oral written productivity client innovation leadetship
2.9090909091 2.7272727273 2.6363636364 2.7090909091 2.7272727273 2.89090909090.1251873405 0.1173631317 0.1280878181 0.1150983397 0.1084154171 0.1150983397
3 3 3 3 3 3
3 3 3 2 3 30.9284141651 0.8703882798 0.9499246825 0.8535921325 0.8040302522 0.8535921325
0.861952862 0.7575757576 0.9023569024 0.7286195286 0.6464646465 0.7286195286-0.2100573181 -0.6635123367 -0.8520123049 -0.7729456129 -0.156034561 -0.1435460956-0.6787479358 -0.1286203964 -0.1389637215 0.0522777337 -0.3446669335 -0.5268835597
3 3 3 3 3 31 1 1 1 1 14 4 4 4 4 4
160 150 145 149 150 15955 55 55 55 55 55
planning &organizing quality accuracyDepartment-1 3.07246376811594 2.5652173913043Department-2 2.60714285714286 2.7142857142857Department-3 3.05454545454545 2.2727272727273Importance indicator 0.125 0.125
1
23
2.7
2.8
2.9
Column AI
analytical oral written productivity client innovation leadetship Performance indicator2.98550725 2.768115942 3.1304347826 2.6232 2.971014493 2.43478261 2.818840579710153.03571429 2.732142857 3.3035714286 2.3214 2.553571429 3.21428571 2.810267857142862.90909091 2.727272727 2.6363636364 2.7091 2.727272727 2.89090909 2.74090909090909
0.125 0.125 0.125 0.125 0.125 0.125
1
23
2.7
2.8
2.9
Column AI
leadetship perforind2.434783 0.3043483.214286 0.4017862.890909 0.361364
0.125 1
