cleaned_dataset.csv

id,age,income,gender,join_date,score,comments,category
428.0,47.0,17654.0,,2021-03-04,54.25626535492252,,
312.0,44.0,$88451.0,F,2020-11-08,56.75905119293808,Average,D
306.0,,22656.0,,2020-11-02,74.74221341485881,Average,A
141.0,50.0,$87177.0,Female,2020-05-21,46.55677016959479, ,B
,35.0,16052.0,Male,2020-09-30,60.39084132675289,Average,C
996.0,56.0,$21449.0,,,53.85798455533891, ,D
,345.7728706624606,34267.0,,2022-04-05,55.27219850528302,,B
247.0,27.0,$10198.0,Female,2020-09-04,,  ,C
583.0,62.0,23427.0,M,2021-08-06,39.0759169639008,Average,A
51.0,30.0,32722.0,,2020-02-21,37.441063534254496,Bad,A
,28.0,$19573.0,male,2021-10-23,44.35548912612506,Bad,
328.0,42.0,6570.0,,2020-11-24,47.909041990051485,Bad,C
361.0,53.0,39312.0,Female,,51.64112707749455,  ,B
718.0,30.0,393709.03088391904,Female,2021-12-19,56.52155096835337,Bad,A
158.0,,58792.0,Male,2020-06-07,,Good,B
367.0,35.0,8662.0,male,2021-01-02,39.58099446255283,,
,38.0,11973.0,Female,,55.83468094028276,,
88.0,28.0,16999.0,,2020-03-29,8.78742735912148,  ,C
652.0,31.0,26752.0,Female,2021-10-14,,,A
973.0,,26761.0,Female,2022-08-31,41.70618743949047,Excellent,B
,24.0,3406.0,Male,2021-05-28,,  ,A
56.0,24.0,21470.0,Male,2020-02-26,33.4270581040622, ,
243.0,45.0,7984.0,,,46.9008308045593,Excellent,C
482.0,,$123867.0,Male,2021-04-27,51.19396793564054,  ,C
420.0,59.0,37733.0,,2021-02-24,25.150651884833394, ,A
723.0,nan,40756.0,Male,,,Excellent,B
309.0,32.0,35408.0,Male,2020-11-05,,,D
813.0,,54005.0,Male,,43.77179348142093,Excellent,C
,,28778.0,female,2020-10-25,37.04175559115351,Average,
435.0,35.0,29219.0,M,2021-03-11,19.612881903329345,,C
413.0,50.0,191952.0,,2021-02-17,,Average,D
561.0,59.0,10433.0,male,2021-07-15,18.06898858377782,Excellent,B
109.0,34.0,149347.0,F,2020-04-19,61.258687512826484,  ,B
714.0,34.0,12895.0,Female,2021-12-15,,Excellent,
107.0,37.0,7681.0,Female,,54.942631033595134,Excellent,C
930.0,28.0,$6441.0,,2022-07-19,57.453103857613954,Excellent,B
294.0,39.0,23904.0,,2020-10-21,22.73031161919268, ,
906.0,18.0,,,2022-06-25,36.2551862138987,  ,C
541.0,21.0,$129605.0,Male,2021-06-25,47.765460353490546,Excellent,
277.0,27.0,,M,2020-10-04,74.47785348633663,Excellent,A
101.0,,1216.0,Female,2020-04-11,75.87044974641663,Average,
192.0,37.0,,Female,2020-07-11,,Good,D
675.0,25.0,$15957.0,,2021-11-06,48.78682253201807,  ,D
,28.0,,Female,2021-08-18,37.95763334073737,,C
543.0,52.0,$13945.0,,2021-06-27,, ,B
31.0,57.0,393709.03088391904,male,2020-02-01,,Good,A
178.0,31.0,8196.0,Male,2020-06-27,63.67044083262083,Excellent,A
581.0,30.0,,M,,,Bad,C
436.0,54.0,$17176.0,Female,2021-03-12,33.93721371973342,  ,D
924.0,49.0,175269.0,,2022-07-13,64.93372271003045,Excellent,C
497.0,32.0,73744.0,female,,55.07035221652562, ,A
,47.0,$8207.0,Male,,61.01956318188995, ,A
,49.0,9154.0,Male,2021-07-06,60.18396935088917,Bad,A
916.0,nan,10018.0,Male,2022-07-05,54.21513875422709,Bad,C
656.0,35.0,,male,2021-10-18,,  ,D
,345.7728706624606,36195.0,Female,2022-07-20,66.04657182475775,,
139.0,20.0,$44407.0,Female,2020-05-19,72.09006013626473,Excellent,B
519.0,44.0,140658.0,,2021-06-03,56.24669057152179,Excellent,C
,,3354.0,,2022-04-21,55.550916729034334, ,D
506.0,27.0,44195.0,male,2021-05-21,53.24937463106929,,D
215.0,44.0,$76706.0,Female,2020-08-03,69.88694971313286,Excellent,D
346.0,17.0,1713.0,Male,2020-12-12,48.51358549638096,Good,C
901.0,30.0,15774.0,,2022-06-20,,Good,A
707.0,56.0,147249.0,Male,2021-12-08,50.76796852821628,,C
551.0,33.0,$17967.0,Female,2021-07-05,73.85873108926776,Excellent,B
289.0,,2558.0,,2020-10-16,54.64998474748332,Excellent,
70.0,,,M,2020-03-11,37.421213023291536, ,B
984.0,34.0,57132.0,Female,2022-09-11,47.74519309592192,,
113.0,64.0,36159.0,F,2020-04-23,68.85723825293859,Average,
740.0,12.0,19841.0,,2022-01-10,60.18420481643349,  ,A
,32.0,39924.0,male,2020-06-17,68.34624600642988,  ,D
296.0,45.0,55219.0,Female,2020-10-23,48.58311928336996,Good,D
430.0,20.0,29953.0,female,2021-03-06,37.297235508119535,Average,A
877.0,37.0,17868.0,male,2022-05-27,62.30237280133227,  ,
631.0,53.0,$9448.0,male,2021-09-23,70.7679807139086,Average,D
86.0,,,female,2020-03-27,40.89702233214237,,C
499.0,18.0,$39836.0,,2021-05-14,33.87031410426143,,A
490.0,34.0,,Male,,,,B
668.0,3.0,51053.0,Male,2021-10-30,52.62930168400886,Bad,B
,28.0,393709.03088391904,,2021-04-03,55.514297603145664, ,D
210.0,41.0,6349.0,female,,57.29054434126456,Excellent,D
585.0,37.0,,Female,2021-08-08,,Good,C
59.0,,15205.0,Male,2020-02-29,42.30205453229906,Good,B
,29.0,9553.0,,2020-08-06,41.246010104809926,Average,B
280.0,36.0,$25173.0,Female,2020-10-07,61.627332410521745, ,B
712.0,28.0,,Male,2021-12-13,57.50360704154855,Good,D
370.0,35.0,18528.0,Female,2021-01-05,44.15114440160832,,B
693.0,42.0,5733.0,Female,2021-11-24,26.036012456068523,Good,A
23.0,,187638.0,,2020-01-24,21.08491130981585,Excellent,C
643.0,16.0,34626.0,,2021-10-05,,,D
601.0,23.0,87105.0,,2021-08-24,72.33669662492434,Average,C
,35.0,27554.0,Female,2020-07-17,, ,
614.0,64.0,18389.0,Female,2021-09-06,39.87598971814172,  ,
616.0,36.0,29695.0,,2021-09-08,79.873299533071,  ,A
566.0,10.0,23552.0,Male,2021-07-20,23.091612531981646,Excellent,
380.0,24.0,43387.0,,2021-01-15,27.998222140764845,Bad,
902.0,,$71191.0,Female,,63.99692108511604,  ,B
,47.0,49017.0,F,2022-01-04,72.4614752476944,  ,B
265.0,20.0,5357.0,Male,2020-09-22,,Bad,B
634.0,345.7728706624606,15759.0,Female,2021-09-26,56.998179671751906, ,D
782.0,39.0,4891.0,male,2022-02-21,37.76936557525818,,D
570.0,35.0,48740.0,Male,2021-07-24,42.11180486157194,Excellent,C
321.0,42.0,37409.0,Female,2020-11-17,38.66312749762456,,D
334.0,46.0,25557.0,Male,2020-11-30,48.661487686678264, ,B
,50.0,,Female,2020-09-13,45.67176956186443,Excellent,A
475.0,32.0,42120.0,Female,2021-04-20,,,C
49.0,13.0,87561.0,,2020-02-19,33.540462085507336,  ,B
405.0,42.0,10334.0,Female,2021-02-09,56.381672962762586,  ,A
260.0,23.0,38496.0,Female,,41.666798307697,Excellent,
,24.0,74515.0,Male,,69.77453487279004,Bad,C
,35.0,27554.0,Female,2020-07-17,, ,
76.0,36.0,4644.0,Female,2020-03-17,18.69459472096897, ,D
589.0,24.0,24008.0,female,,,  ,
10.0,29.0,$82239.0,Male,2020-01-11,48.791003760548584, ,A
576.0,nan,4380.0,female,2021-07-30,71.76391322418817,Good,C
817.0,45.0,10730.0,male,2022-03-28,55.93729671643885,Excellent,
,nan,22742.0,female,2021-01-23,38.29701306323806,Excellent,A
636.0,44.0,$8475.0,Female,2021-09-28,57.833759540266676,Average,C
244.0,20.0,11507.0,Female,2020-09-01,59.15324254383834,,C
755.0,66.0,$86999.0,Female,2022-01-25,26.48210861951816,Bad,C
389.0,28.0,$10369.0,Female,,69.95862356058561, ,
673.0,30.0,8756.0,Male,2021-11-04,46.72020083847446,,D
439.0,345.7728706624606,45930.0,Female,2021-03-15,52.84219731831621,Excellent,B
411.0,21.0,38416.0,M,2021-02-15,62.45287717793915,Excellent,A
96.0,38.0,23828.0,Male,2020-04-06,61.52310824947606,Excellent,D
83.0,28.0,175737.0,female,2020-03-24,47.19006472390438,Bad,B
740.0,12.0,19841.0,,2022-01-10,60.18420481643349,  ,A
696.0,38.0,,,2021-11-27,57.44298781044974,Good,
,43.0,$nan,,2021-03-21,93.02604583500153,,C
992.0,,72324.0,Male,2022-09-19,52.71594114156623, ,C
874.0,34.0,81659.0,female,2022-05-24,65.44186222397536,Average,A
332.0,35.0,17792.0,Female,2020-11-28,51.09020786494012, ,A
980.0,44.0,8336.0,,2022-09-07,22.532826824924747,Good,D
945.0,22.0,15220.0,F,,57.81919857520722,  ,B
,21.0,393709.03088391904,Male,,51.16220777778294,  ,A
593.0,39.0,54389.0,,2021-08-16,52.08590597980127,Average,D
,57.0,39325.0,Male,2021-10-12,48.32736759285584,Bad,D
429.0,13.0,$16700.0,,2021-03-05,35.181899886488765, ,D
78.0,36.0,,Male,2020-03-19,,Good,B
237.0,37.0,$12662.0,Male,,35.265589486179806, ,C
,23.0,11452.0,Female,2022-01-22,33.32629625729673,  ,B
,36.0,7534.0,Male,2022-07-11,47.27826396128725,Good,A
290.0,32.0,32486.0,female,2020-10-17,49.151172666501566,Excellent,B
354.0,34.0,12375.0,Male,2020-12-20,62.6297554317819, ,A
39.0,37.0,62761.0,male,2020-02-09,45.502427055876794,Bad,
30.0,27.0,17028.0,Female,2020-01-31,,,A
808.0,50.0,4531.0,male,2022-03-19,61.73195002297189,Average,A
136.0,25.0,72364.0,,2020-05-16,36.66138757657513,Excellent,C
54.0,47.0,,female,2020-02-24,41.775968076123846,  ,B
370.0,35.0,$18528.0,Female,2021-01-05,44.15114440160832,,B
771.0,28.0,119976.0,,2022-02-10,66.11477019073342,Average,C
538.0,47.0,6836.0,Female,2021-06-22,,Excellent,C
299.0,42.0,30384.0,,2020-10-26,69.19197397486627,Excellent,C
890.0,,38035.0,,2022-06-09,87.27784875018337, ,C
3.0,,11534.0,Male,2020-01-04,54.51661008787613,Bad,A
947.0,26.0,21391.0,Male,2022-08-05,52.520897089502306, ,D
965.0,52.0,24090.0,M,,49.833619940770966,Bad,B
,19.0,18604.0,Male,2022-01-11,37.8139647659387,,B
964.0,33.0,38392.0,,2022-08-22,498.9947801020855,Average,D
736.0,38.0,7679.0,Female,,,Excellent,A
,52.0,$11455.0,M,2022-08-11,27.888018019368413,Average,A
527.0,,103078.0,F,2021-06-11,53.869639718317714,Bad,A
58.0,38.0,37933.0,Male,2020-02-28,68.26938728458337,Bad,B
63.0,,393709.03088391904,Male,2020-03-04,52.911614464300364,  ,A
974.0,29.0,21618.0,Male,2022-09-01,,Good,B
477.0,38.0,33507.0,Female,2021-04-22,60.81703043818372,Excellent,C
100.0,345.7728706624606,59755.0,Female,2020-04-10,18.738305907521173,,D
,24.0,393709.03088391904,Male,2021-05-28,,  ,A
948.0,34.0,67917.0,F,,35.07277277219931,,A
504.0,27.0,18579.0,Male,2021-05-19,55.078293144288715,,A
799.0,35.0,22500.0,Male,2022-03-10,67.19661305601092,Average,C
307.0,27.0,21826.0,Female,2020-11-03,,,D
174.0,38.0,10363.0,female,2020-06-23,21.316175368703348,Excellent,C
909.0,60.0,25411.0,male,2022-06-28,54.614190022837946,Average,C
765.0,26.0,393709.03088391904,Male,2022-02-04,38.6485403447611,Excellent,
554.0,39.0,17562.0,,2021-07-08,42.2090544226081,Excellent,
355.0,22.0,1650.0,Female,2020-12-21,44.461891993288305,Good,A
208.0,41.0,5417.0,Female,2020-07-27,,Average,B
66.0,,,Female,2020-03-07,33.46561775245365,  ,B
918.0,29.0,18617.0,Female,,65.18956114466107, ,A
67.0,,70321.0,Male,2020-03-08,60.22039265664422,,D
952.0,19.0,8904.0,Male,2022-08-10,71.4328656172035,  ,
12.0,37.0,175476.0,female,2020-01-13,63.730854133402424,Average,
803.0,29.0,,Female,2022-03-14,46.587856100698886,,A
,53.0,45483.0,Male,2022-09-13,34.36133457994136,Average,C
427.0,43.0,7308.0,Male,2021-03-03,60.42804350125999, ,C
275.0,,,Male,2020-10-02,75.53771987194408,Good,D
865.0,30.0,4177.0,Female,2022-05-15,39.07884353217018,Excellent,
800.0,,,Female,2022-03-11,35.39931742959448,Average,B
184.0,32.0,8187.0,Male,2020-07-03,53.96030122000505,  ,
875.0,,88937.0,Male,2022-05-25,63.08473070042675,  ,D
732.0,39.0,,Female,,22.524766291909607,Good,A
880.0,65.0,57806.0,F,2022-05-30,51.097954865025415,,C
790.0,,3377.0,Female,2022-03-01,39.56457684204404,,B
935.0,28.0,4900.0,,2022-07-24,,Good,
618.0,40.0,$14380.0,,2021-09-10,41.748270755951914,,D
833.0,25.0,29352.0,Female,2022-04-13,40.50867455172441,  ,A
837.0,23.0,$24552.0,F,2022-04-17,61.16278565472552, ,A
557.0,29.0,,Female,2021-07-11,51.15734744326575,Excellent,
280.0,36.0,$25173.0,Female,2020-10-07,61.627332410521745, ,B
,35.0,7539.0,Female,2021-08-13,37.75674133187053,,C
2.0,42.0,23379.0,Female,2020-01-03,44.60555491321307,Excellent,A
495.0,41.0,163749.0,Female,2021-05-10,12.682870151973809,,A
,38.0,21560.0,Female,2021-07-14,51.17865544578725,Average,D
526.0,15.0,145014.0,Female,2021-06-10,,Excellent,B
990.0,37.0,49040.0,male,2022-09-17,54.74537482304217,Bad,A
,,,,2020-09-18,53.065835474044654,Good,C
423.0,,$9516.0,Male,2021-02-27,60.82218985636015, ,B
514.0,28.0,$20278.0,Female,2021-05-29,32.27188811868798,Average,B
836.0,53.0,7018.0,Male,,46.46045019183543,,C
,28.0,1754.0,M,2022-07-15,25.42956413845975,Bad,B
902.0,,71191.0,Female,,63.99692108511604,  ,B
920.0,47.0,3043.0,M,2022-07-09,98.64639454392099,  ,A
394.0,,15285.0,Male,2021-01-29,,,B
,37.0,5598.0,Male,,56.738280819275516, ,C
682.0,28.0,$nan,Female,2021-11-13,67.30385514975389,Average,D
810.0,32.0,13587.0,M,2022-03-21,38.30220580667542,Average,A
781.0,18.0,20269.0,male,,40.42575910207259, ,C
588.0,44.0,,female,2021-08-11,66.58850636535963,Excellent,D
350.0,38.0,$6835.0,Female,2020-12-16,39.38561157766961,,A
846.0,38.0,78097.0,,,,Average,A
351.0,52.0,3633.0,Male,2020-12-17,39.31739203735935,Good,B
973.0,,26761.0,Female,2022-08-31,41.70618743949047,Excellent,B
665.0,36.0,21528.0,male,2021-10-27,78.45933042159668,,C
308.0,41.0,65244.0,Male,,39.055962952888855,Average,B
292.0,27.0,21893.0,Female,2020-10-19,20.733472039420626,  ,B
633.0,29.0,61695.0,Male,2021-09-25,66.51984436603644,Average,C
961.0,50.0,29306.0,Male,,80.63114060215617,Average,C
578.0,17.0,10566.0,male,,24.760119588159714, ,A
106.0,,40650.0,female,2020-04-16,41.45250607641862,Good,C
602.0,45.0,11545.0,male,2021-08-25,84.07174618134194,Bad,
55.0,46.0,11252.0,Female,,62.50000867670461,Average,B
213.0,42.0,53902.0,Male,2020-08-01,42.93313022273182,Excellent,
120.0,44.0,66537.0,female,2020-04-30,47.36654081751177,,A
409.0,41.0,17139.0,F,2021-02-13,39.84507292312203,Good,B
25.0,36.0,$34075.0,Female,2020-01-26,62.67736956776482, ,B
72.0,34.0,23785.0,female,2020-03-13,58.02226004518865,Bad,C
788.0,34.0,30308.0,,2022-02-27,51.068806248663385,  ,B
44.0,17.0,18534.0,Female,2020-02-14,54.434367331206424,  ,C
599.0,39.0,10635.0,male,2021-08-22,29.21018086401503,,B
327.0,44.0,,,2020-11-23,44.629559303795205,  ,A
985.0,21.0,36793.0,Male,2022-09-12,45.09955680220454,Average,C
,28.0,31276.0,F,2021-12-01,62.23251533666394,Good,
371.0,40.0,121991.0,Female,2021-01-06,52.37080234880198,Excellent,A
96.0,38.0,$23828.0,Male,2020-04-06,61.52310824947606,Excellent,D
,33.0,73160.0,Female,2021-02-02,498.9947801020855,Good,D
720.0,38.0,36794.0,male,2021-12-21,38.06664398088677,Excellent,B
,43.0,293479.0,F,2021-10-11,32.88487235370893,,
,27.0,81173.0,Male,2022-05-14,44.59941096864526,Average,A
,24.0,26490.0,,2021-05-08,45.679416891168856,Excellent,C
,23.0,,Female,2021-08-20,,Average,
731.0,23.0,15532.0,female,,,Bad,A
834.0,34.0,11938.0,Male,2022-04-14,58.94661706372629,,B
617.0,43.0,10385.0,Female,,37.51908042725215,,B
657.0,34.0,82256.0,M,2021-10-19,41.590885447290354,Good,
209.0,81.0,$126699.0,F,2020-07-28,29.967776463501636,Good,B
359.0,25.0,26459.0,Male,2020-12-25,25.530862768085818, ,C
,33.0,3511.0,Female,,20.49395444619271, ,D
390.0,24.0,34890.0,,2021-01-25,,,B
60.0,29.0,$47652.0,female,2020-03-01,39.23121663878597, ,D
,51.0,,,2021-03-01,61.36242724006228,,
,26.0,,Male,2020-04-02,44.22467282430704,,
678.0,46.0,$59773.0,Male,2021-11-09,39.244757763080955,Good,C
529.0,24.0,7189.0,Male,2021-06-13,57.12751619743072, ,
739.0,47.0,121858.0,M,2022-01-09,73.91663587623795,,A
344.0,345.7728706624606,56928.0,female,2020-12-10,62.701561628247404, ,C
,19.0,18604.0,Male,2022-01-11,37.8139647659387,,B
319.0,33.0,$18270.0,,2020-11-15,53.772104134107686,Excellent,D
182.0,345.7728706624606,55177.0,female,2020-07-01,498.9947801020855,Good,C
703.0,18.0,$393709.03088391904,Male,,44.64990298730193,Excellent,B
467.0,44.0,$nan,Female,2021-04-12,67.59135267901168,,C
110.0,11.0,18202.0,Male,,,  ,B
486.0,27.0,$5332.0,Male,2021-05-01,,,
844.0,36.0,25844.0,F,2022-04-24,42.54601962323033,,A
927.0,39.0,16547.0,M,,,  ,C
447.0,23.0,39591.0,F,2021-03-23,498.9947801020855,,C
323.0,60.0,35828.0,,2020-11-19,74.83110669632443,,B
333.0,26.0,97804.0,F,2020-11-29,43.8276028315673,,C
,,,,2020-09-18,53.065835474044654,Good,C
578.0,17.0,10566.0,male,,24.760119588159714, ,A
523.0,41.0,8438.0,male,2021-06-07,84.80061083025889, ,D
539.0,28.0,,,2021-06-23,29.868083772723274, ,
868.0,42.0,7398.0,Female,2022-05-18,67.89102748124623,Good,
137.0,,,,2020-05-17,,Good,B
336.0,25.0,11927.0,,2020-12-02,24.03198044832612,Bad,D
848.0,27.0,393709.03088391904,M,2022-04-28,37.83498704556733,,C
811.0,,25509.0,male,2022-03-22,66.22977213874913,Bad,
884.0,,21452.0,female,2022-06-03,33.20680807425247, ,
611.0,34.0,$4613.0,Male,2021-09-03,51.89266855492951, ,
29.0,345.7728706624606,7920.0,male,2020-01-30,75.56158274383237,,B
,39.0,252647.0,Female,2020-06-14,, ,
248.0,56.0,27827.0,Male,,60.71914685954927,Average,C
362.0,33.0,24824.0,Male,2020-12-28,69.92961242372347,,B
342.0,37.0,34096.0,Female,2020-12-08,57.10207848552842, ,B
822.0,62.0,17591.0,Male,,67.92144292815406,Excellent,B
722.0,18.0,46111.0,Male,2021-12-23,69.19278004640238,  ,B
432.0,,52076.0,Female,2021-03-08,61.69023505857999,,A
377.0,37.0,62311.0,,2021-01-12,,Bad,
679.0,50.0,14305.0,Female,2021-11-10,30.73123601450046,,C
904.0,37.0,19785.0,male,2022-06-23,65.9775794857158,,A
65.0,51.0,7189.0,female,2020-03-06,57.2581497678206,Good,A
830.0,18.0,44721.0,Male,2022-04-10,37.48515431762627,Good,
936.0,22.0,28388.0,Female,2022-07-25,19.722682034170433,Bad,B
365.0,30.0,,,2020-12-31,56.838562927560545,Excellent,B
254.0,16.0,75182.0,,2020-09-11,29.42489454154301,Bad,D
756.0,40.0,,Male,,55.2006496640738,Average,A
442.0,10.0,26397.0,Male,,52.77065712171625,,
221.0,12.0,30026.0,male,,7.517666028341454,Good,C
235.0,42.0,$nan,female,2020-08-23,40.126273814992274,,B
604.0,39.0,,,2021-08-27,57.371441790803,Excellent,C
917.0,37.0,,female,2022-07-06,18.011065607677455, ,B
305.0,36.0,8969.0,,2020-11-01,62.833334885310684,  ,A
582.0,,7975.0,M,2021-08-05,57.58948330183798,Excellent,A
620.0,25.0,24668.0,female,,62.61101723194324,  ,D
549.0,27.0,$75126.0,Male,2021-07-03,74.42702832158483, ,C
249.0,39.0,$4647.0,male,2020-09-06,19.25088082133783,,D
820.0,345.7728706624606,19317.0,,2022-03-31,35.2129428699826,  ,D
528.0,38.0,,,2021-06-12,66.55816014974387,Excellent,B
71.0,53.0,35491.0,,2020-03-12,36.69978616574814,Excellent,D
94.0,345.7728706624606,45827.0,female,2020-04-04,52.118857101311946,,A
33.0,22.0,42074.0,F,2020-02-03,498.9947801020855,Good,D
905.0,35.0,34465.0,Female,2022-06-24,71.78925118229269,,A
259.0,44.0,20831.0,Male,2020-09-16,37.148418592598105,Good,A
204.0,18.0,23129.0,Male,2020-07-23,21.382886631839135,Good,D
424.0,42.0,7748.0,female,,34.24788890596781,,A
,35.0,16392.0,F,2021-10-17,31.172969420399077,Good,D
404.0,29.0,59637.0,female,2021-02-08,52.777633052448714,Bad,D
77.0,31.0,14355.0,,2020-03-18,41.230734040142,Excellent,D
84.0,25.0,32271.0,Male,2020-03-25,16.426531500125417,Excellent,
886.0,42.0,9802.0,female,2022-06-05,52.68042075215713,Excellent,B
82.0,52.0,$15968.0,male,2020-03-23,,  ,
457.0,22.0,393709.03088391904,M,,65.87177487630726,Excellent,A
479.0,48.0,14221.0,male,2021-04-24,70.33164201658244,Excellent,C
946.0,16.0,,,2022-08-04,,Excellent,C
591.0,29.0,1186.0,Male,2021-08-14,51.17214594454471,  ,
,53.0,$102961.0,Male,2021-05-09,71.27797017722055,Excellent,C
507.0,24.0,393709.03088391904,,2021-05-22,34.61370974539584,,D
525.0,nan,65430.0,Male,2021-06-09,36.43897565395999,Average,A
5.0,32.0,32646.0,,2020-01-06,90.39550495970745,Good,D
310.0,32.0,21482.0,Male,2020-11-06,498.9947801020855,Bad,C
,27.0,17562.0,,2021-06-06,66.82786784345706,  ,A
104.0,33.0,,,,,Average,A
97.0,38.0,2986.0,,2020-04-07,53.23094758184432,  ,B
352.0,45.0,37852.0,Male,2020-12-18,48.340019471640055,Excellent,A
999.0,41.0,,Female,2022-09-26,45.11583421777244,Good,A
314.0,50.0,22255.0,,2020-11-10,32.57324234131454,,D
598.0,29.0,,F,2021-08-21,79.58813265184712, ,B
807.0,29.0,36633.0,Male,2022-03-18,50.01024228436224,Good,B
981.0,40.0,5543.0,Female,2022-09-08,31.573342531013562,  ,C
281.0,42.0,18911.0,Male,2020-10-08,58.295601287785374,,C
596.0,31.0,393709.03088391904,Male,2021-08-19,48.89040704608433,  ,B
266.0,54.0,19707.0,Female,,48.599197116500775,Average,B
534.0,27.0,13821.0,Male,2021-06-18,63.70657432078379,Bad,A
558.0,39.0,$97996.0,female,2021-07-12,41.09282887896942,Bad,
536.0,24.0,36812.0,,2021-06-20,73.84758467271025,Good,B
501.0,57.0,12693.0,Male,2021-05-16,35.81739680085903,Bad,C
989.0,nan,33925.0,Female,2022-09-16,41.74172102437269,,C
594.0,47.0,$2073.0,Female,2021-08-17,26.34505276713504,Bad,A
118.0,48.0,26932.0,,2020-04-28,60.282616081853064,Average,
481.0,23.0,15171.0,male,2021-04-26,52.014447458716894,,D
250.0,,30665.0,,2020-09-07,67.38611097433846,Average,C
449.0,22.0,22500.0,Female,2021-03-25,61.578802322550125,,A
,11.0,5818.0,Male,,52.105398047720705,Excellent,
485.0,17.0,55971.0,,2021-04-30,50.45047218746123,,B
9.0,41.0,,Male,2020-01-10,23.35630499800322,Average,D
644.0,32.0,7612.0,,2021-10-06,52.182817966523615, ,A
196.0,24.0,$nan,male,2020-07-15,51.08055291925617,  ,D
689.0,40.0,17002.0,,2021-11-20,42.271724092876354,Bad,A
,39.0,393709.03088391904,Female,2020-03-22,39.98330665296671,  ,C
,24.0,26490.0,,2021-05-08,45.679416891168856,Excellent,C
934.0,40.0,310004.0,Male,2022-07-23,62.87021292953218,Good,A
,23.0,1475.0,Female,,60.305986937883745,Excellent,D
239.0,45.0,112240.0,Male,2020-08-27,56.70308751204047,,B
381.0,27.0,13522.0,Female,2021-01-16,42.47896779671545,Good,D
211.0,48.0,11015.0,,2020-07-30,26.79044016592452, ,B
814.0,47.0,$16839.0,male,2022-03-25,50.51041116608348, ,A
754.0,23.0,$nan,Female,2022-01-24,42.028181729611774,  ,C
549.0,27.0,$75126.0,Male,2021-07-03,74.42702832158483, ,C
227.0,22.0,19015.0,,2020-08-15,,Excellent,
969.0,,68443.0,Female,2022-08-27,50.26419877900486,Excellent,A
978.0,15.0,$10169.0,,,23.433971703678633,,A
448.0,28.0,$75984.0,Male,2021-03-24,47.407973939053036,  ,B
900.0,39.0,44220.0,Female,2022-06-19,41.42380937065908,Bad,
177.0,52.0,19963.0,Female,2020-06-26,79.80913998846212, ,D
59.0,,15205.0,Male,2020-02-29,42.30205453229906,Good,B
622.0,57.0,,male,,30.61061979271606,  ,C
670.0,49.0,17345.0,,2021-11-01,43.82264946554514,,B
811.0,345.7728706624606,25509.0,male,2022-03-22,66.22977213874913,Bad,
464.0,33.0,$12326.0,Female,2021-04-09,46.42834345531919,Good,B
828.0,29.0,19958.0,female,2022-04-08,78.46650525118966,Bad,C
518.0,36.0,7909.0,Male,,44.57805849959021,Excellent,D
7.0,44.0,41571.0,,2020-01-08,498.9947801020855,  ,C
662.0,34.0,,Male,2021-10-24,50.282285746108975,Good,A
,26.0,60464.0,Male,2020-06-04,61.661110291467665,,
357.0,345.7728706624606,32591.0,,2020-12-23,44.37766915067291,,A
,36.0,536653.0,Female,2021-09-07,43.95386016402454, ,D
,15.0,,Male,2020-08-11,498.9947801020855,Bad,A
329.0,,40131.0,Male,2020-11-25,61.09479727587007,,A
,22.0,36898.0,F,2021-07-21,,  ,D
516.0,41.0,100052.0,male,2021-05-31,81.2907057430567,Bad,B
881.0,28.0,110811.0,Female,2022-05-31,47.746355168026106,,A
933.0,8.0,19812.0,Female,2022-07-22,15.25784205546685,Average,B
277.0,27.0,$nan,M,2020-10-04,74.47785348633663,Excellent,A
704.0,16.0,33183.0,male,2021-12-05,67.70961368678216,  ,B
440.0,39.0,42739.0,female,2021-03-16,65.11165959792798,,A
716.0,36.0,$30698.0,female,2021-12-17,75.68060426026838,Bad,D
901.0,30.0,15774.0,,2022-06-20,,Good,A
983.0,34.0,$52176.0,female,2022-09-10,48.7089546081366,Good,B
531.0,15.0,3757.0,,2021-06-15,498.9947801020855,Bad,D
630.0,14.0,35765.0,,2021-09-22,53.78853268994935,Good,C
527.0,,103078.0,F,2021-06-11,53.869639718317714,Bad,A
664.0,,80579.0,,2021-10-26,75.43584316716299,,D
802.0,36.0,10846.0,Male,2022-03-13,498.9947801020855,Average,B
757.0,37.0,57117.0,Female,2022-01-27,87.67334827376635,,D
163.0,25.0,4249.0,Female,2020-06-12,33.40559731382549,Excellent,C
228.0,26.0,57750.0,Male,2020-08-16,21.95387450456869,Bad,B
465.0,32.0,39679.0,Female,2021-04-10,50.69004120879911,Bad,B
827.0,28.0,90303.0,female,2022-04-07,50.704023530905545,Average,D
212.0,46.0,10738.0,Male,2020-07-31,498.9947801020855,Bad,D
867.0,39.0,67962.0,Female,2022-05-17,54.685673156998575,,A
79.0,,,male,,36.354748745272495,Good,B
148.0,41.0,108499.0,male,,54.86085542332341,Good,B
302.0,43.0,18491.0,male,2020-10-29,48.057241297048385,Bad,A
462.0,26.0,17871.0,,2021-04-07,67.80101930265997,,C
575.0,8.0,21255.0,Female,2021-07-29,32.07059354601133,Average,D
745.0,26.0,27955.0,,2022-01-15,71.76502157197004,,
,46.0,120839.0,F,2021-03-27,39.00265704335005,,D
43.0,,21194.0,M,2020-02-13,,,C
,21.0,,Male,2021-09-05,80.70293293579337,Bad,C
133.0,40.0,34666.0,M,2020-05-13,64.78174528422828,Average,C
626.0,23.0,14082.0,Male,2021-09-18,56.38765487944744,Average,C
478.0,71.0,9068.0,,2021-04-23,36.25588849154413,Excellent,B
903.0,50.0,31877.0,male,2022-06-22,46.6591894883509, ,B
311.0,48.0,49899.0,,2020-11-07,58.58585466763514,Excellent,B
408.0,36.0,$15951.0,female,2021-02-12,35.71525428891805,Average,A
543.0,52.0,393709.03088391904,,2021-06-27,, ,B
692.0,22.0,52643.0,Female,2021-11-23,36.13153828432851,,B
,25.0,,M,,46.3597808478195,,
892.0,47.0,,Female,2022-06-11,69.13086106998522,Good,D
852.0,27.0,6676.0,Male,,61.74310602422859,Average,B
0.0,40.0,89264.0,Female,2020-01-01,58.596917198618,Good,A
10.0,29.0,82239.0,Male,2020-01-11,48.791003760548584, ,A
360.0,41.0,21691.0,Female,2020-12-26,31.438600426661413,Bad,A
382.0,9.0,190481.0,Female,2021-01-17,,Average,
316.0,43.0,,Female,,45.48710379288761, ,A
801.0,28.0,20730.0,Male,2022-03-12,65.1070000470974,Average,A
784.0,41.0,$23919.0,Male,2022-02-23,81.87157104525443,  ,B
453.0,41.0,297058.0,,2021-03-29,22.131478229025692,Bad,B
,57.0,$8490.0,Female,2021-08-28,58.5464053579797,,A
584.0,345.7728706624606,33820.0,,2021-08-07,82.47584101709904,,C
677.0,56.0,100842.0,F,2021-11-08,34.09092400405099,Average,A
172.0,34.0,,,2020-06-21,22.69095049177224,Good,
450.0,34.0,29996.0,Male,2021-03-26,56.61960727548869,Excellent,C
125.0,61.0,$6999.0,Male,2020-05-05,61.17507969315922,,C
584.0,37.0,33820.0,,2021-08-07,82.47584101709904,,C
535.0,35.0,4470.0,Female,2021-06-19,26.814053199639,,D
628.0,35.0,23572.0,male,2021-09-20,23.359823689273966,,A
319.0,33.0,18270.0,,2020-11-15,53.772104134107686,Excellent,D
90.0,36.0,20504.0,,2020-03-31,42.106282152238684,Good,A
312.0,44.0,88451.0,F,2020-11-08,56.75905119293808,Average,D
181.0,24.0,88610.0,,2020-06-30,37.305260338013966,,D
363.0,39.0,393709.03088391904,Male,2020-12-29,54.6977671079747,  ,A
532.0,34.0,30429.0,female,2021-06-16,33.617545509228655,Excellent,A
274.0,23.0,$74094.0,male,2020-10-01,30.960042551799514,,B
521.0,41.0,39422.0,male,2021-06-05,,Good,B
136.0,25.0,72364.0,,2020-05-16,36.66138757657513,Excellent,C
,27.0,$nan,Male,2020-03-10,45.38287293291674,,C
291.0,29.0,266465.0,Female,2020-10-18,68.28456184690495,,
131.0,35.0,33587.0,Female,2020-05-11,53.22069774755789,Good,A
300.0,25.0,11292.0,Female,,,Average,
915.0,38.0,12801.0,Female,2022-07-04,30.262762753587396,,C
326.0,48.0,$8609.0,female,2020-11-22,,Bad,D
144.0,38.0,$nan,Male,2020-05-24,64.94855765869171,,D
730.0,,17615.0,Female,2021-12-31,47.03093406522977,Good,B
869.0,59.0,14605.0,male,2022-05-19,31.13197766136668,Good,D
761.0,36.0,46264.0,Female,2022-01-31,51.84617302484272,Bad,C
135.0,nan,57762.0,Female,2020-05-15,43.16690710964194,  ,D
338.0,39.0,14940.0,,2020-12-04,,,C
760.0,28.0,113546.0,Female,2022-01-30,59.6081440261216,Average,
164.0,46.0,61240.0,Female,2020-06-13,37.632287577084895,Bad,
28.0,27.0,40681.0,,2020-01-29,,Average,
737.0,46.0,7571.0,Male,2022-01-07,31.414209462100363,Good,C
193.0,,30326.0,,,86.17515013367631, ,C
139.0,20.0,44407.0,Female,2020-05-19,72.09006013626473,Excellent,B
626.0,23.0,14082.0,Male,2021-09-18,498.9947801020855,Average,C
433.0,,12294.0,,,49.41470720933684,  ,A
,65.0,$23752.0,female,2022-02-01,,,
169.0,25.0,51710.0,,2020-06-18,46.117183994452525, ,A
572.0,38.0,29541.0,Male,2021-07-26,56.00722079759493,Average,A
140.0,37.0,$16357.0,Female,2020-05-20,40.94029061046156,Good,D
173.0,39.0,20690.0,female,2020-06-22,54.05086037587133,Excellent,B
6.0,53.0,53916.0,Male,,55.24700036851861,Bad,A
728.0,28.0,31802.0,M,2021-12-29,41.27326949911919,,C
685.0,43.0,72234.0,Male,2021-11-16,10.952943682590522,Good,C
,32.0,3740.0,Male,2022-08-08,17.34402430335718,  ,B
491.0,52.0,284417.0,Female,2021-05-06,46.82499527103235,Good,A
787.0,40.0,10382.0,female,2022-02-26,31.656574706666543, ,C
73.0,53.0,$6105.0,F,,498.9947801020855,  ,A
346.0,17.0,393709.03088391904,Male,2020-12-12,48.51358549638096,Good,C
,42.0,393709.03088391904,Male,2021-06-14,49.96394238621719,,D
238.0,27.0,$38909.0,,2020-08-26,50.88476332384396,,
145.0,44.0,22372.0,Female,2020-05-25,43.002569311577034,Good,A
,42.0,15214.0,,2022-06-14,62.59202756777607,Bad,C
234.0,60.0,,,2020-08-22,12.675089698805158,,D
220.0,,6717.0,Female,,27.20980886784736,Average,B
214.0,31.0,16400.0,male,2020-08-02,,Good,C
749.0,18.0,59936.0,Male,2022-01-19,54.69698210019733,,A
,,110603.0,Male,2020-05-12,73.67177086343277,  ,B
,35.0,7539.0,Female,2021-08-13,37.75674133187053,,C
587.0,24.0,,male,2021-08-10,65.40479394979599,,A
882.0,29.0,6410.0,Female,2022-06-01,67.87561245660598,,B
,32.0,$15291.0,,2021-02-26,38.97044808977071,Average,A
,43.0,56430.0,,2020-07-04,69.08530250160152,Average,A
41.0,37.0,13920.0,female,2020-02-11,,,C
,38.0,11804.0,M,2020-04-18,27.242394549924814,Bad,B
832.0,345.7728706624606,57132.0,Female,2022-04-12,26.85797727185531,Good,D
542.0,41.0,115989.0,Female,,57.541766403427914,Good,
792.0,nan,18767.0,F,2022-03-03,,,A
483.0,37.0,,Female,2021-04-28,58.31086656673861,Excellent,A
468.0,28.0,,female,2021-04-13,59.98125235537668,,D
24.0,28.0,123938.0,,2020-01-25,45.81674908773865,Excellent,D
533.0,20.0,$19003.0,F,2021-06-17,62.521269894873235,  ,B
548.0,,47385.0,,2021-07-02,35.529418613739274,Bad,
604.0,39.0,,,2021-08-27,57.371441790803,Excellent,C
786.0,45.0,16168.0,F,2022-02-25,78.80551253216392, ,C
366.0,37.0,21433.0,Male,2021-01-01,43.113645346715124,Average,C
666.0,,8108.0,Male,2021-10-28,52.35040592369787, ,A
383.0,28.0,12019.0,male,2021-01-18,57.734421326659344,  ,A
,28.0,38774.0,Male,2021-03-30,59.04871250857091,Excellent,D
264.0,31.0,26091.0,male,2020-09-21,,  ,
789.0,,84157.0,female,2022-02-28,30.597385621938564,Good,
774.0,42.0,10483.0,,2022-02-13,,Average,
444.0,19.0,32849.0,Female,,50.187489828608754,Average,D
395.0,29.0,26494.0,,2021-01-30,60.68483239370243,Bad,B
176.0,35.0,$4052.0,Female,2020-06-25,29.475274417507844, ,D
18.0,24.0,,Male,2020-01-19,77.48835565218803,,C
,12.0,4616.0,female,2021-07-22,, ,B
876.0,28.0,12554.0,M,2022-05-26,32.85471031889407,,C
61.0,32.0,1275.0,Male,2020-03-02,46.542130622296234, ,C
272.0,48.0,393709.03088391904,,2020-09-29,53.378961758713245,,B
998.0,28.0,18712.0,Male,2022-09-25,50.11820277042092,,A
278.0,,26690.0,female,2020-10-05,39.00450506714016,Average,C
667.0,53.0,13296.0,Male,2021-10-29,,,A
368.0,345.7728706624606,14139.0,female,2021-01-03,32.684559976505234,Average,A
859.0,42.0,28575.0,,2022-05-09,55.46210444081992,,A
660.0,28.0,$82216.0,,2021-10-22,66.33154481325008,Excellent,
621.0,40.0,5227.0,Female,2021-09-13,,Average,A
547.0,,$29785.0,male,2021-07-01,68.45000859078725, ,B
694.0,42.0,$24993.0,Female,2021-11-25,45.094740235853436,  ,C
,,51401.0,Female,2021-12-14,41.99599540341249,  ,D
456.0,33.0,$46786.0,Female,2021-04-01,59.57990252964654,Bad,C
393.0,56.0,25248.0,male,2021-01-28,77.4443030257413,Excellent,C
721.0,14.0,$16991.0,,2021-12-22,56.36590906791519,,A
761.0,36.0,46264.0,Female,2022-01-31,51.84617302484272,Bad,C
375.0,25.0,17866.0,,2021-01-10,59.12369287527453,Good,B
412.0,16.0,34748.0,Male,,63.50597882592595,,A
74.0,3.0,59651.0,Female,2020-03-15,40.44038379456808,Bad,C
994.0,22.0,31302.0,Male,,58.79248700589175,Average,C
500.0,46.0,47971.0,,2021-05-15,498.9947801020855,Bad,D
837.0,23.0,24552.0,F,2022-04-17,61.16278565472552, ,A
114.0,32.0,25601.0,Male,2020-04-24,41.969973694756646,Good,C
,36.0,28813.0,female,2021-02-21,72.84857932568387, ,A
,41.0,18099.0,female,2020-03-30,42.50404735772554,Good,A
947.0,26.0,21391.0,Male,2022-08-05,52.520897089502306, ,D
979.0,44.0,33092.0,female,2022-09-06,57.073135706273085,Good,D
899.0,25.0,16391.0,,2022-06-18,498.9947801020855,Good,D
697.0,19.0,,Male,2021-11-28,41.97024931148511,,A
11.0,29.0,26838.0,Female,2020-01-12,37.50415914498862,  ,B
,14.0,5726.0,female,2021-01-31,84.22477754808264,Excellent,A
695.0,31.0,153112.0,male,2021-11-26,,Excellent,D
898.0,49.0,38596.0,M,2022-06-17,63.08295500109467,Bad,C
42.0,33.0,64775.0,M,2020-02-12,83.281703501722,,D
167.0,57.0,,Male,2020-06-16,,Excellent,B
416.0,53.0,$23318.0,F,2021-02-20,75.00836167326705,,B
988.0,32.0,11597.0,Male,2022-09-15,,Bad,D
,23.0,172164.0,,2021-03-02,70.5580421599507,Excellent,B
544.0,5.0,12061.0,Female,2021-06-28,60.591183707226975,Excellent,B
883.0,47.0,$12179.0,,2022-06-02,,Average,D
30.0,27.0,17028.0,Female,2020-01-31,,,A
687.0,30.0,,Male,,49.037237580667714,,
847.0,64.0,9263.0,,2022-04-27,49.474885849906464, ,B
257.0,26.0,,,,38.24369718313358,,C
335.0,33.0,15723.0,Male,2020-12-01,49.43644032530778,  ,A
15.0,28.0,,Male,2020-01-16,40.46663237893395,,A
,,20119.0,Male,2021-12-16,36.848393281822325,Good,B
324.0,22.0,23493.0,F,2020-11-20,42.746577742301945,,D
858.0,28.0,29398.0,F,2022-05-08,52.24045223406783,,C
222.0,345.7728706624606,41513.0,Male,2020-08-10,43.23261712386502,  ,
179.0,67.0,7305.0,Male,2020-06-28,,Good,B
99.0,,$31147.0,Female,2020-04-09,108.8935655965449,Excellent,D
521.0,41.0,39422.0,male,2021-06-05,,Good,B
,35.0,21496.0,Female,2020-01-23,55.906959473243774,Excellent,C
356.0,,12755.0,Female,,6.395176710175379,Bad,A
758.0,24.0,,Female,2022-01-28,22.398833832413708,Average,C
974.0,29.0,21618.0,Male,2022-09-01,,Good,B
896.0,nan,$17004.0,,2022-06-15,,Excellent,C
340.0,25.0,25863.0,M,2020-12-06,64.27324655861065,Bad,C
,10.0,49798.0,,2021-03-07,,Excellent,A
764.0,48.0,17221.0,female,2022-02-03,53.49180114410245,,A
943.0,33.0,,male,,29.779293320897494,Good,B
,47.0,,male,,47.67111426762877,Excellent,D
717.0,36.0,$26648.0,Male,2021-12-18,23.785452352576076,Bad,C
93.0,,23200.0,Male,2020-04-03,55.74483477111393,Average,D
635.0,15.0,393709.03088391904,Male,2021-09-27,70.19338634304123,,C
68.0,39.0,13798.0,Female,2020-03-09,56.12910961552651,  ,A
708.0,10.0,19290.0,male,,42.47323710782702,Average,A
,60.0,10036.0,Male,2020-10-11,68.00797487710808,Average,A
908.0,42.0,$6674.0,Female,2022-06-27,47.894374116419954,Average,B
434.0,53.0,18636.0,female,2021-03-10,43.73135681351164,Average,C
153.0,37.0,5865.0,,2020-06-02,25.5429013442729,Good,A
75.0,44.0,13443.0,,2020-03-16,,  ,A
292.0,27.0,21893.0,Female,2020-10-19,20.733472039420626,  ,B
580.0,,26918.0,,2021-08-03,45.802844864344905,,A
446.0,39.0,12982.0,Male,2021-03-22,24.97101111682707,Average,A
188.0,24.0,393709.03088391904,,2020-07-07,25.176688456575558,Average,
271.0,17.0,40503.0,,2020-09-28,50.276024461751575,Excellent,C
,10.0,393709.03088391904,F,2020-08-24,56.80263068831701,Average,
487.0,22.0,3786.0,Male,2021-05-02,63.14683468254403,  ,B
328.0,42.0,6570.0,,2020-11-24,47.909041990051485,Bad,C
559.0,29.0,,Male,2021-07-13,47.515528845235515,Average,A
,20.0,20793.0,Male,2020-04-27,61.368827748854294,Bad,C
924.0,49.0,175269.0,,2022-07-13,64.93372271003045,Excellent,C
512.0,32.0,10755.0,Male,2021-05-27,76.41782187301061,,A
629.0,,51677.0,F,2021-09-21,65.95911481341284, ,A
,29.0,67786.0,Male,2022-09-03,,Bad,D
126.0,,29811.0,F,2020-05-06,47.079540558249775,Average,A
116.0,34.0,243632.0,male,,39.0356558642679,,A
473.0,51.0,393709.03088391904,Female,2021-04-18,,Excellent,B
785.0,47.0,5127.0,Male,,69.97008592982604,Average,A
57.0,345.7728706624606,71163.0,Female,2020-02-27,53.308121405208006,  ,D
603.0,51.0,,Male,2021-08-26,43.93403865224058,,B
823.0,30.0,11498.0,Female,2022-04-03,,Excellent,D
105.0,345.7728706624606,7786.0,Male,2020-04-15,43.63645499902935,Good,A
369.0,25.0,9092.0,M,2021-01-04,23.72256789872421,  ,D
268.0,29.0,$10556.0,Female,2020-09-25,, ,C
46.0,345.7728706624606,42290.0,Male,2020-02-16,72.15401639177412,Excellent,B
349.0,32.0,17592.0,Male,2020-12-15,,,A
195.0,39.0,34216.0,Male,2020-07-14,59.03177480588725,Bad,B
102.0,30.0,177792.0,Male,2020-04-12,, ,D
944.0,57.0,41010.0,F,2022-08-02,39.279789845143526, ,C
923.0,26.0,$nan,female,2022-07-12,48.40494496203028, ,C
783.0,,47101.0,female,2022-02-22,,,
835.0,37.0,31618.0,Male,2022-04-15,498.9947801020855, ,C
263.0,22.0,,male,,44.06478932365604,Average,
850.0,27.0,$11542.0,Male,,53.87991721783082,  ,A
443.0,33.0,6021.0,M,2021-03-19,498.9947801020855, ,B
767.0,56.0,18473.0,male,2022-02-06,498.9947801020855,Excellent,
304.0,34.0,,Male,2020-10-31,39.39661148018977,Bad,
341.0,37.0,$22093.0,M,,34.68256313659549,Excellent,A
684.0,20.0,6774.0,Male,2021-11-15,45.46729119526068,Bad,C
,,38476.0,Male,2020-11-09,21.95275490701754, ,B
149.0,38.0,9443.0,Female,2020-05-29,32.78462915276499,Good,B
124.0,42.0,112806.0,female,2020-05-04,39.21751418586904,Excellent,A
889.0,,21710.0,Female,2022-06-08,37.24197081879434,Good,C
963.0,43.0,$nan,Male,,498.9947801020855,Good,D
50.0,38.0,11783.0,Male,2020-02-20,41.16699759891956,Average,B
353.0,33.0,47058.0,female,2020-12-19,36.55036659027188, ,
499.0,18.0,39836.0,,2021-05-14,33.87031410426143,,A
142.0,15.0,18957.0,Female,2020-05-22,25.407737562118488,Bad,D
470.0,31.0,72884.0,,2021-04-15,36.82515384230392,Average,A
653.0,21.0,15472.0,,2021-10-15,43.79576501555536,Average,B
399.0,49.0,11419.0,Female,2021-02-03,498.9947801020855,Excellent,
711.0,,19528.0,F,2021-12-12,49.08494042216925,Excellent,C
,36.0,23310.0,Male,2020-11-16,47.08596302032221,Average,A
19.0,18.0,33663.0,Male,,62.212276431774,,A
914.0,33.0,3637.0,male,2022-07-03,28.46135714197209,  ,
893.0,49.0,,Female,2022-06-12,498.9947801020855,Good,
913.0,nan,36346.0,Male,2022-07-02,50.59170572361109,  ,C
407.0,33.0,98847.0,male,2021-02-11,,  ,D
537.0,30.0,12929.0,,2021-06-21,58.61106831341002,Average,
706.0,19.0,,Female,2021-12-07,,Excellent,A
38.0,345.7728706624606,27569.0,Male,2020-02-08,46.34924030937473,,C
175.0,44.0,$16636.0,Female,2020-06-24,48.97048930871797,Average,C
245.0,,,Male,,52.35459441452652,Excellent,
937.0,43.0,35161.0,Female,2022-07-26,52.175956189390725,  ,A
759.0,43.0,82036.0,,2022-01-29,49.51579083425794,,B
853.0,49.0,55224.0,Male,,43.53311645637351,Excellent,
971.0,,1163.0,,2022-08-29,69.55261897902139,Bad,A
154.0,345.7728706624606,113779.0,,2020-06-03,68.08991774820224,Average,C
638.0,19.0,173255.0,Female,2021-09-30,84.08652080670322,Average,B
662.0,34.0,,Male,2021-10-24,50.282285746108975,Good,A
287.0,345.7728706624606,$36606.0,,2020-10-14,33.24220307439496,Average,C
625.0,,64864.0,Male,2021-09-17,48.84168432165432,Good,D
688.0,43.0,29239.0,Male,2021-11-19,34.8410267010663,Excellent,
569.0,30.0,,Male,2021-07-23,79.29888706289853,,
842.0,21.0,12724.0,Female,2022-04-22,48.14400979850365,Excellent,B
17.0,38.0,13576.0,Male,2020-01-18,45.18135850823133,Average,C
,28.0,10360.0,Male,2020-05-07,49.037177343372534,Excellent,B
322.0,25.0,$20527.0,F,2020-11-18,65.73060689624845,Bad,B
255.0,29.0,$6570.0,,2020-09-12,39.3583849635868,,B
746.0,37.0,58407.0,,2022-01-16,63.191255617061046,Excellent,A
221.0,12.0,$30026.0,male,,7.517666028341454,Good,C
190.0,29.0,24474.0,,2020-07-09,48.15936599606414,Bad,
115.0,38.0,31728.0,,2020-04-25,55.37680427314431,  ,C
210.0,41.0,$6349.0,female,,57.29054434126456,Excellent,D
606.0,25.0,24901.0,Female,2021-08-29,, ,A
180.0,42.0,$26367.0,Male,2020-06-29,68.95560016482003,Good,B
301.0,28.0,$59399.0,Female,2020-10-28,58.753164545178315,,B
859.0,42.0,28575.0,,2022-05-09,55.46210444081992,,A
809.0,24.0,53908.0,Female,,38.1365092749867, ,A
821.0,,,male,2022-04-01,45.73767353106804,,C
777.0,32.0,21225.0,female,2022-02-16,52.91077915408811,  ,C
753.0,47.0,3531.0,,2022-01-23,49.462616319403054, ,C
517.0,23.0,41390.0,Male,2021-06-01,,Excellent,B
372.0,52.0,5586.0,,2021-01-07,48.550644949776654,,
45.0,26.0,53298.0,Female,2020-02-15,27.250361758688133,  ,D
476.0,,19517.0,Male,,63.22111293385357,Average,D
157.0,40.0,209490.0,M,,72.81509340739069,Average,C
843.0,39.0,24169.0,F,2022-04-23,56.867084148886775,Good,
171.0,25.0,29178.0,Male,2020-06-20,41.44472950379479, ,D
16.0,22.0,11482.0,,,76.08277027779997, ,B
511.0,34.0,393709.03088391904,,2021-05-26,55.424915918705246, ,C
48.0,39.0,96426.0,Male,2020-02-18,498.9947801020855,  ,
191.0,45.0,5802.0,Male,2020-07-10,51.40058561414977,Average,C
951.0,,77801.0,female,,52.67714995828084,,B
,44.0,,male,2021-05-30,56.74210869248461,Good,
972.0,45.0,42442.0,Male,2022-08-30,59.97054117999665,Average,D
938.0,37.0,,,2022-07-27,61.89763532328016,Excellent,C
480.0,33.0,45359.0,male,2021-04-25,67.55298063794906,Good,A
283.0,20.0,57337.0,male,2020-10-10,46.27207072888326,Excellent,D
938.0,37.0,,,2022-07-27,61.89763532328016,Excellent,C
743.0,35.0,70395.0,F,,,  ,
,48.0,19344.0,Female,2020-08-13,43.05257956871902,Good,C
26.0,21.0,22879.0,Male,2020-01-27,49.26654224788842,Good,
,57.0,29148.0,Female,2022-06-04,44.09705216045407,,D
437.0,18.0,$109902.0,,2021-03-13,78.67128630709585,Good,A
601.0,23.0,87105.0,,2021-08-24,72.33669662492434,Average,C
364.0,43.0,72880.0,,2020-12-30,,,A
229.0,43.0,$nan,Male,2020-08-17,44.17218837225486,Average,D
37.0,,$5093.0,male,2020-02-07,,Excellent,D
669.0,48.0,$38052.0,Male,2021-10-31,29.94911841686104,,B
820.0,28.0,19317.0,,2022-03-31,35.2129428699826,  ,D
374.0,60.0,95910.0,M,2021-01-09,,,B
469.0,28.0,34358.0,Female,2021-04-14,,Average,
296.0,45.0,$55219.0,Female,2020-10-23,48.58311928336996,Good,D
687.0,30.0,,Male,,49.037237580667714,,
962.0,37.0,37090.0,Female,2022-08-20,54.16037692947014, ,D
798.0,35.0,$64602.0,Male,2022-03-09,68.88849859680198,,C
824.0,29.0,26072.0,Male,,29.40710822778404,Excellent,D
,37.0,$nan,Male,2020-07-13,72.7459108288036,,C
967.0,56.0,18934.0,,2022-08-25,62.34919873516558, ,B
977.0,5.0,$56813.0,Male,2022-09-04,38.604453237795695,Bad,B
503.0,41.0,$nan,Female,2021-05-18,67.05971813547094, ,
54.0,47.0,,female,2020-02-24,41.775968076123846,  ,B
940.0,19.0,29972.0,Male,2022-07-29,43.13227420726266,,
579.0,48.0,$9796.0,Male,2021-08-02,, ,
160.0,23.0,1809.0,Male,,63.98287346390577, ,B
680.0,43.0,32982.0,Male,2021-11-11,64.667233245293,Average,D
678.0,46.0,59773.0,Male,2021-11-09,39.244757763080955,Good,C
162.0,48.0,5488.0,female,2020-06-11,67.03430220774416,,C
705.0,42.0,17304.0,Male,2021-12-06,,Average,C
,34.0,$16009.0,Female,2022-03-07,84.55458128157183,Excellent,C
152.0,26.0,11626.0,Female,2020-06-01,47.19655762757023,Excellent,A
773.0,46.0,26758.0,Male,2022-02-12,63.56026332141972, ,C
793.0,19.0,43102.0,Female,2022-03-04,44.0565548284736,Bad,D
,28.0,$nan,Female,2022-05-05,58.26196358410495, ,B
111.0,34.0,$27376.0,male,,,Excellent,C
,35.0,$23012.0,Female,2020-08-14,43.82860089325996,  ,
780.0,37.0,5397.0,,,37.52067623758323,,
103.0,25.0,19156.0,Female,2020-04-13,54.30993356604514,,
421.0,56.0,64376.0,Female,2021-02-25,42.13327795606022,Excellent,
419.0,35.0,36601.0,Female,2021-02-23,76.7269836315659,Average,C
849.0,28.0,33765.0,M,2022-04-29,33.2893032475701,Bad,B
586.0,29.0,26276.0,Male,2021-08-09,53.18861045948322,,B
883.0,47.0,$12179.0,,2022-06-02,,Average,D
,30.0,14886.0,,2021-11-03,43.181784218848335,Average,C
,44.0,62985.0,male,2020-04-29,77.72913249944617,Good,B
53.0,42.0,28586.0,Male,2020-02-23,,,
151.0,39.0,,female,2020-05-31,5.132960436489151,Good,
403.0,,$45204.0,male,2021-02-07,56.55969780558441,Bad,C
866.0,345.7728706624606,61854.0,,2022-05-16,,  ,A
207.0,41.0,,Male,2020-07-26,78.31531486010284,,D
658.0,37.0,8050.0,F,2021-10-20,6.058269649965979, ,B
621.0,40.0,5227.0,Female,2021-09-13,,Average,A
928.0,53.0,66234.0,,2022-07-17,40.66947791668428,,D
8.0,29.0,62915.0,Female,2020-01-09,,,
,37.0,$41691.0,Male,,56.36100292277677, ,
36.0,37.0,6465.0,,2020-02-06,73.44333152762297, ,A
452.0,23.0,28022.0,male,2021-03-28,498.9947801020855,Good,B
651.0,48.0,$30509.0,Female,2021-10-13,37.925502787211585,Excellent,C
253.0,47.0,$nan,,2020-09-10,67.95870385467842,,B
303.0,42.0,10344.0,Male,2020-10-30,58.69785927942698,,
845.0,40.0,393709.03088391904,Female,2022-04-25,47.26146538430688,  ,
571.0,55.0,$6283.0,Male,,52.66625159402047,Excellent,C
,51.0,11292.0,Male,2021-09-15,42.01747155309216,,A
956.0,39.0,,F,2022-08-14,68.79263951641227,,D
816.0,345.7728706624606,2561.0,,2022-03-27,47.313600724757656,Excellent,A
,52.0,59909.0,,2022-05-04,56.12079270255134,Good,A
262.0,-3.0,37750.0,Male,,31.967757108858667, ,
610.0,42.0,16451.0,M,2021-09-02,60.23104235093947, ,D
297.0,38.0,16477.0,,2020-10-24,56.294149580361776,,D
414.0,38.0,11573.0,Female,,67.75240500334891, ,C
150.0,38.0,$8173.0,female,2020-05-30,51.27814174450852, ,B
932.0,17.0,,Male,2022-07-21,32.00453707452038,,B
778.0,34.0,14338.0,M,2022-02-17,30.94908366931952,,B
640.0,30.0,22566.0,M,,58.6061663150662, ,A
660.0,28.0,$82216.0,,2021-10-22,66.33154481325008,Excellent,
550.0,36.0,19927.0,Male,2021-07-04,45.73423025590236,Bad,A
894.0,51.0,20163.0,Male,2022-06-13,58.00038867058174,,D
488.0,55.0,4790.0,Female,,26.57760166337211, ,A
710.0,37.0,66641.0,,2021-12-11,54.84461755426503,Excellent,B
147.0,19.0,5218.0,,2020-05-27,47.14245341003283,,B
,20.0,7359.0,,2020-05-26,59.60719692801236, ,D
872.0,18.0,16187.0,female,2022-05-22,47.86780194589181,,A
345.0,nan,4989.0,male,2020-12-11,18.09158869472757,,D
911.0,37.0,205109.0,male,2022-06-30,70.28304018300716,Excellent,C
997.0,,,Male,2022-09-24,46.3900223820468,Good,A
659.0,33.0,,female,2021-10-21,80.79458036752494,Bad,A
770.0,43.0,393709.03088391904,M,2022-02-09,53.43612032308554,Good,
348.0,26.0,5614.0,Female,2020-12-14,56.483944259512334,,A
,37.0,,,2021-04-08,71.54503108558968,  ,B
325.0,20.0,3054.0,Female,2020-11-21,40.81749624267769, ,A
186.0,40.0,$8246.0,,2020-07-05,60.98738154169703,,A
123.0,18.0,7023.0,,2020-05-03,69.43807672794522,Excellent,D
966.0,26.0,18081.0,,2022-08-24,,,
608.0,13.0,30426.0,,2021-08-31,56.539630842500685, ,B
143.0,37.0,24973.0,Female,2020-05-23,44.11293340908691, ,B
751.0,18.0,$nan,M,2022-01-21,71.99811288917904,Good,A
23.0,,187638.0,,2020-01-24,21.08491130981585,Excellent,C
197.0,36.0,38272.0,female,2020-07-16,46.81686545148272,Average,D
,52.0,17113.0,Male,2021-09-01,12.016308721704721,,
279.0,30.0,16169.0,Male,2020-10-06,77.27092883836737,,B
293.0,45.0,50944.0,female,2020-10-20,52.1538190475774,  ,A
941.0,45.0,14888.0,,,47.6095665178114,Average,A
400.0,,7731.0,Female,,60.69068043291997,Excellent,D
122.0,51.0,41719.0,male,2020-05-02,51.47101309308417,Excellent,B
183.0,40.0,,Female,,52.9971565057807, ,C
202.0,47.0,24891.0,Female,2020-07-21,55.01264625867346,,C
438.0,14.0,35989.0,Male,2021-03-14,30.793166434963,Good,B
246.0,29.0,$22790.0,Female,2020-09-03,41.202030956540966, ,C
415.0,26.0,$55705.0,,2021-02-19,32.32938698935429,Average,
879.0,,9839.0,male,2022-05-29,51.09311147023272,Average,B
866.0,38.0,$61854.0,,2022-05-16,,  ,A
371.0,40.0,121991.0,Female,2021-01-06,52.37080234880198,Excellent,A
939.0,28.0,,Male,2022-07-28,48.16914301818084,  ,
737.0,46.0,7571.0,Male,2022-01-07,31.414209462100363,Good,C
129.0,28.0,30600.0,Male,2020-05-09,, ,B
637.0,35.0,,Female,2021-09-29,,,D
,35.0,$72092.0,M,2021-02-06,44.41521420593116, ,A
887.0,30.0,33659.0,,2022-06-06,68.43822176445576,  ,
873.0,26.0,$nan,male,2022-05-23,55.080309768825344, ,B
735.0,40.0,$393709.03088391904,F,,77.86553515306599,  ,B
,53.0,45483.0,Male,2022-09-13,34.36133457994136,Average,C
219.0,35.0,188179.0,Male,2020-08-07,65.57568276528976,Good,A
641.0,,90419.0,female,2021-10-03,30.855433751924963,Excellent,
1.0,33.0,55527.0,Male,2020-01-02,23.212002620988333,Average,A
851.0,28.0,130002.0,Female,2022-05-01,,Bad,C
910.0,,124556.0,male,2022-06-29,42.131494793494234,,
80.0,32.0,15542.0,Female,,35.95240437815606,Good,
624.0,54.0,$143386.0,Male,2021-09-16,40.889683501816826,Excellent,C
949.0,37.0,20923.0,F,,47.27745256796499,,
861.0,16.0,49553.0,Male,2022-05-11,18.70283512443373,Good,C
386.0,39.0,$80962.0,female,2021-01-21,33.444952572044464, ,D
209.0,345.7728706624606,$126699.0,F,2020-07-28,29.967776463501636,Good,B
,37.0,,Male,2022-03-17,80.74718143678889,  ,A
509.0,25.0,96522.0,Male,2021-05-24,65.920564473097,,C
267.0,17.0,8920.0,female,2020-09-24,42.06001831327443,,D
925.0,16.0,8783.0,male,2022-07-14,75.54758914877057,Bad,A
441.0,,71216.0,F,2021-03-17,31.176159979965615,,C
496.0,22.0,173079.0,female,2021-05-11,69.15448079132281,Good,C
,31.0,22445.0,Male,2022-04-09,35.7816092409652, ,D
112.0,35.0,$52578.0,,,43.24980713006279,Bad,A
691.0,48.0,13699.0,Female,2021-11-22,59.97390743452611,,
,,$nan,Male,2020-08-20,42.35289960213676,,C
982.0,345.7728706624606,11769.0,Male,2022-09-09,18.866179863822,Average,
607.0,20.0,,male,2021-08-30,48.51732198141041,  ,C
671.0,,15262.0,female,2021-11-02,51.978919501579355,Excellent,C
373.0,46.0,4387.0,female,2021-01-08,43.76049608078962,Excellent,
826.0,53.0,7402.0,,2022-04-06,20.326621259377845,Bad,
,28.0,,male,2021-10-25,32.42518479023657,  ,B
954.0,,12140.0,,2022-08-12,41.21108490023367, ,A
233.0,27.0,,M,2020-08-21,50.51661517558762,  ,A
818.0,,17834.0,Female,2022-03-29,60.39283633726718,Good,C
888.0,42.0,$13713.0,Male,2022-06-07,59.0464202742325,,D
676.0,21.0,74396.0,Male,2021-11-07,50.783877357462245,Excellent,
317.0,31.0,,Female,2020-11-13,31.85784596871792,Average,A
648.0,32.0,$72213.0,,2021-10-10,60.43103711825448,Excellent,C
410.0,43.0,83132.0,,,38.41010832093764,Excellent,C
636.0,44.0,8475.0,Female,2021-09-28,57.833759540266676,Average,C
709.0,55.0,8312.0,Male,2021-12-10,, ,B
358.0,38.0,5019.0,,2020-12-24,34.421842687340416,Excellent,B
258.0,40.0,10883.0,female,2020-09-15,76.02404863755213,  ,A
744.0,41.0,8713.0,Female,2022-01-14,54.962769569233664,Bad,C
627.0,33.0,79301.0,Male,2021-09-19,56.27308633831958,,B
632.0,33.0,$nan,,2021-09-24,56.66297490936008,Good,A
282.0,54.0,44716.0,Female,2020-10-09,53.51036681529722,,B
,45.0,$11281.0,,2021-01-11,30.243021200801227,Good,A
384.0,,46262.0,Male,2021-01-19,64.67633168042053,,C
224.0,29.0,$18301.0,M,2020-08-12,,Bad,A
879.0,,9839.0,male,2022-05-29,51.09311147023272,Average,B
919.0,37.0,13737.0,male,2022-07-08,47.627692334415194,Good,C
472.0,16.0,19263.0,Male,2021-04-17,53.47168883788358,Bad,
347.0,18.0,56067.0,,2020-12-13,40.95769016324058,  ,A
505.0,29.0,13999.0,Male,2021-05-20,35.93111635195402,Excellent,B
639.0,19.0,$7573.0,Female,,63.33555683419838,Bad,B
107.0,37.0,7681.0,Female,,54.942631033595134,Excellent,C
797.0,43.0,9936.0,female,2022-03-08,27.80833665290414,,B
339.0,,26118.0,Female,2020-12-05,56.645031956710625,  ,C
101.0,,1216.0,Female,2020-04-11,75.87044974641663,Average,
619.0,37.0,69455.0,Male,2021-09-11,47.79461864853725, ,C
968.0,34.0,18125.0,Male,2022-08-26,53.38642284667632,Excellent,
907.0,43.0,$7138.0,,2022-06-26,37.4461894430558,Average,A
,,33803.0,Female,2021-10-07,,  ,B
958.0,,$63326.0,,2022-08-16,39.616245061011554, ,C
556.0,29.0,$nan,Male,2021-07-10,56.42475038562856,,D
681.0,21.0,21499.0,Male,2021-11-12,18.41529587239513,Excellent,C
577.0,44.0,70596.0,male,2021-07-31,77.10794965456827,  ,A
795.0,47.0,$10384.0,Male,2022-03-06,, ,
85.0,28.0,33861.0,Male,2020-03-26,18.189497710474008,  ,A
242.0,,,female,2020-08-30,35.55901152073081,Good,C
698.0,46.0,36824.0,Female,2021-11-29,57.67249363042792,Average,B
987.0,45.0,36907.0,Male,,32.4164936984504, ,A
159.0,42.0,15917.0,,2020-06-08,76.21044796873338,Good,D
524.0,25.0,15180.0,Female,2021-06-08,52.94197188535861,Good,B
35.0,20.0,106296.0,Female,,36.133010178056686,  ,C
,45.0,,Female,2021-06-24,29.512637668768416,Good,
170.0,24.0,$47048.0,M,2020-06-19,,,B
654.0,65.0,30899.0,Male,2021-10-16,42.83531626093992, ,B
411.0,21.0,38416.0,M,2021-02-15,62.45287717793915,Excellent,A
970.0,36.0,39877.0,Male,2022-08-28,,Good,A
959.0,,27535.0,Female,2022-08-17,20.466152863758754,,A
484.0,25.0,$27575.0,female,2021-04-29,37.074453946156126,Good,D
733.0,345.7728706624606,16265.0,,2022-01-03,498.9947801020855,Average,D
899.0,345.7728706624606,16391.0,,2022-06-18,45.27369903208837,Good,D
95.0,17.0,,male,2020-04-05,18.04150280289199,  ,
563.0,31.0,53318.0,Male,2021-07-17,35.3041816292479, ,C
240.0,25.0,15076.0,,2020-08-28,44.86176198713353,Good,C
742.0,27.0,23624.0,Male,2022-01-12,,  ,
863.0,nan,3833.0,Male,2022-05-13,83.18796559095864,Excellent,B
574.0,,35116.0,Male,2021-07-28,48.8383480891101,,C
690.0,,39604.0,male,2021-11-21,72.95292798295027,Bad,
460.0,58.0,19178.0,male,2021-04-05,36.78397495008062, ,C
891.0,41.0,22168.0,,2022-06-10,53.97162966466969,Bad,B
,38.0,9634.0,female,2021-07-07,47.94506765836313,Excellent,C
857.0,40.0,17153.0,M,,37.61519475796787,Good,B
991.0,10.0,46830.0,Male,2022-09-18,,Bad,C
,41.0,$10916.0,,2020-07-25,43.79591699867534,Excellent,D
392.0,19.0,164948.0,Male,2021-01-27,63.39430805163154,Average,D
794.0,22.0,27260.0,male,2022-03-05,,,
,32.0,7290.0,Male,2022-05-20,60.97070378862489,  ,B
397.0,51.0,8336.0,Male,2021-02-01,40.73537484599455,Average,D
766.0,34.0,193095.0,Male,2022-02-05,17.1511744253217,Good,
960.0,42.0,20849.0,M,2022-08-18,51.551571939621596,Average,C
217.0,32.0,29114.0,,2020-08-05,29.04322722330513,,C
4.0,32.0,44277.0,M,2020-01-05,52.757517744837564,Good,C
768.0,27.0,24914.0,Female,2022-02-07,64.37578729763064,  ,A
642.0,31.0,20340.0,Female,2021-10-04,30.675385738046934,,D
76.0,36.0,4644.0,Female,2020-03-17,18.69459472096897, ,D
942.0,42.0,$28828.0,,2022-07-31,44.44125856398826,Bad,B
612.0,38.0,$nan,Female,2021-09-04,46.66287654832602,Good,D
738.0,54.0,56971.0,Female,2022-01-08,81.43765252713739,  ,C
546.0,41.0,8116.0,Male,2021-06-30,34.60446188501162,,A
725.0,32.0,65250.0,Female,2021-12-26,12.600937695048838,,
70.0,,$nan,M,2020-03-11,37.421213023291536, ,B
683.0,,$30465.0,male,2021-11-14,70.79524095894266, ,D
98.0,35.0,55068.0,,2020-04-08,57.62402959511884,Excellent,A
804.0,29.0,393709.03088391904,,2022-03-15,37.64096769542, ,A
727.0,39.0,49417.0,M,2021-12-28,74.43749547351418,  ,A
573.0,32.0,,Male,2021-07-27,51.965977793237734,  ,A
406.0,22.0,$5314.0,,2021-02-10,53.334347837012814,Good,A
502.0,18.0,$9718.0,Male,2021-05-17,32.699742341060606,Excellent,C
47.0,47.0,,female,2020-02-17,, ,A
32.0,34.0,32834.0,Male,2020-02-02,64.2717391558713,,A
929.0,34.0,$156114.0,Female,2022-07-18,58.74106374760797,  ,D
779.0,42.0,11021.0,Female,2022-02-18,54.30433781452563,  ,D
839.0,32.0,17887.0,Female,2022-04-19,,Good,B
200.0,39.0,$24964.0,M,2020-07-19,53.86628810214126,Bad,A
134.0,,393709.03088391904,Male,2020-05-14,63.037318887453445,,B
27.0,39.0,393709.03088391904,male,2020-01-28,28.922152297946376, ,A
993.0,26.0,44725.0,M,2022-09-20,69.54917055974096,Average,C
230.0,26.0,12613.0,Female,2020-08-18,52.856358348875865,Average,C
489.0,45.0,$77853.0,,2021-05-04,72.55129742643499,  ,B
772.0,42.0,11817.0,Female,2022-02-11,53.36509485167124,  ,C
,61.0,$nan,M,,34.96674471609913,,
288.0,38.0,7307.0,,2020-10-15,,Average,
418.0,49.0,101566.0,female,2021-02-22,61.0343299586862,Average,C
,18.0,110788.0,,2021-11-05,48.629006637363275,Average,B
,40.0,393709.03088391904,Male,2021-01-26,63.40546534083666,Good,B
592.0,40.0,,Female,2021-08-15,62.92454186746916,,A
498.0,24.0,61332.0,Female,2021-05-13,31.894675282141765,Excellent,C
138.0,44.0,40030.0,Male,2020-05-18,63.14070188794691,Bad,A
62.0,21.0,,,,67.69587812541066,Excellent,
471.0,7.0,11970.0,female,2021-04-16,44.32988151472674,Excellent,C
647.0,34.0,59025.0,Female,2021-10-09,,,
128.0,36.0,20658.0,,,51.37628726672559,  ,C
692.0,22.0,52643.0,Female,2021-11-23,36.13153828432851,,B
,14.0,74684.0,Male,2021-06-04,49.19142726491391,Average,D
838.0,,21306.0,Male,2022-04-18,56.32319125304842,Good,D
617.0,43.0,10385.0,Female,,37.51908042725215,,B
64.0,44.0,,,2020-03-05,42.03178558088602,Excellent,B
812.0,52.0,110439.0,female,2022-03-23,29.756356826727018,Excellent,
14.0,14.0,124986.0,Male,2020-01-15,48.2485112630713,Excellent,B
156.0,,$11068.0,female,2020-06-05,57.000064729491214,Good,
,43.0,118649.0,Male,2020-02-10,78.56204884359511,Excellent,D
,35.0,12528.0,Male,2021-05-07,40.583991408732416, ,C
379.0,25.0,136763.0,,2021-01-14,38.71347143970447,,A
187.0,34.0,$17594.0,female,,54.330854942375346,Bad,B
763.0,33.0,4438.0,male,2022-02-02,30.511754548312638,Good,
216.0,25.0,11231.0,,2020-08-04,30.692546471236252,Bad,C
921.0,22.0,46532.0,Male,2022-07-10,84.61874375924165,Good,
791.0,37.0,24711.0,male,,36.22809524875138, ,
52.0,26.0,,male,2020-02-22,40.881871089862734,Excellent,B
878.0,34.0,4091.0,Female,2022-05-28,49.02967092451223,Average,D
,31.0,16277.0,,2020-12-03,72.42407341179855, ,B
748.0,27.0,26624.0,male,2022-01-18,70.64744675029307,Good,C
719.0,34.0,14250.0,,2021-12-20,498.9947801020855,,D
724.0,37.0,8643.0,female,2021-12-25,498.9947801020855,Good,C
295.0,26.0,19952.0,,2020-10-22,61.39568443226253,  ,A
,47.0,$35924.0,male,2021-12-02,,  ,B
251.0,46.0,50692.0,Male,2020-09-08,,  ,D
726.0,35.0,12887.0,,2021-12-27,35.51502794715188,,A
461.0,35.0,6474.0,,2021-04-06,39.316688545264235,Good,A
455.0,25.0,,,2021-03-31,54.472376989857885,,D
270.0,52.0,65598.0,Male,2020-09-27,76.32399607470862,Bad,
815.0,17.0,$9034.0,Male,2022-03-26,498.9947801020855,  ,D
862.0,53.0,$48702.0,Female,2022-05-12,52.4073443596022,Average,C
269.0,36.0,75818.0,Male,2020-09-26,54.823898170088576,Excellent,C
995.0,31.0,64225.0,Female,2022-09-22,43.813792726752794,Good,C
439.0,34.0,45930.0,Female,2021-03-15,52.84219731831621,Excellent,B
201.0,41.0,$14336.0,male,2020-07-20,31.373591367775635,Excellent,A
161.0,44.0,217715.0,Male,2020-06-10,46.45167069171581,Excellent,A
555.0,,31804.0,Female,2021-07-09,44.886381839808806,  ,
729.0,25.0,138438.0,,2021-12-30,32.391800533865414,Average,C
401.0,27.0,$37671.0,,2021-02-05,21.752746879121243,,
702.0,,41552.0,Female,2021-12-03,47.25274293420058,,
565.0,30.0,16625.0,Male,2021-07-19,24.689834793339344,Average,B
174.0,38.0,10363.0,female,2020-06-23,21.316175368703348,Excellent,C
235.0,42.0,,female,2020-08-23,40.126273814992274,,B
205.0,23.0,22938.0,Female,2020-07-24,498.9947801020855,Excellent,B
34.0,44.0,13586.0,Female,,24.441926197599216,,A
775.0,16.0,5883.0,,2022-02-14,69.6797560786092,  ,C
508.0,35.0,24062.0,,,66.51232097633908, ,A
542.0,41.0,$115989.0,Female,,57.541766403427914,Good,
91.0,46.0,,female,2020-04-01,498.9947801020855, ,C
897.0,,108950.0,male,2022-06-16,65.86052458067337, ,D
564.0,49.0,$46020.0,female,2021-07-18,32.700013951913824,,B
776.0,26.0,11946.0,,2022-02-15,54.81178588899026,Average,
241.0,33.0,17969.0,,2020-08-29,52.556956564948564,Good,
13.0,12.0,11056.0,female,2020-01-14,,  ,C
315.0,,5932.0,Female,2020-11-11,45.752916548843494,,D
600.0,44.0,18344.0,female,2021-08-23,57.58383862753812,Good,
,57.0,104978.0,Male,2021-01-22,,Excellent,
,44.0,87927.0,Male,2020-06-15,, ,A
840.0,34.0,$19369.0,Male,2022-04-20,,Good,B
20.0,52.0,37154.0,M,2020-01-21,57.231000910030794,  ,C
646.0,2.0,$18267.0,Female,2021-10-08,52.1147404941809,Excellent,A
831.0,23.0,27811.0,male,2022-04-11,61.460446723592895,Average,A
562.0,45.0,$nan,male,2021-07-16,56.87252172183048, ,A
570.0,35.0,$48740.0,Male,2021-07-24,42.11180486157194,Excellent,C
686.0,345.7728706624606,13840.0,Female,,44.580341570490646, ,C
957.0,,$507752.0,male,2022-08-15,43.276630755497756,Good,
189.0,16.0,8363.0,Female,2020-07-08,498.9947801020855,  ,A
975.0,12.0,$14935.0,Male,2022-09-02,42.536437424221894,,
699.0,32.0,26359.0,,2021-11-30,79.02731060090343, ,C
,,7032.0,Male,2021-05-25,57.98009298232915,,
474.0,54.0,10047.0,male,2021-04-19,46.764985436785516,,A
856.0,25.0,88651.0,female,2022-05-06,56.67160711747392,,B
747.0,25.0,36355.0,Male,2022-01-17,33.839358845228624,,C
252.0,60.0,2999.0,female,2020-09-09,56.382348998603455,Good,A
21.0,32.0,12410.0,,2020-01-22,,Bad,C
459.0,20.0,43182.0,Male,2021-04-04,52.221341296974146,,A
276.0,37.0,223983.0,Female,2020-10-03,,Average,
955.0,48.0,87067.0,Male,2022-08-13,54.93660168065195,Average,B
385.0,345.7728706624606,29711.0,Female,2021-01-20,57.83213818900904,Excellent,B
805.0,31.0,4518.0,Female,2022-03-16,39.21335822826221,Average,B
343.0,28.0,72449.0,male,2020-12-09,45.985383636518094,  ,B
769.0,56.0,38234.0,Male,2022-02-08,,Average,C
130.0,16.0,30374.0,Male,2020-05-10,48.25656435317063,,B
871.0,25.0,17766.0,Male,,58.85633091877195,Excellent,B
87.0,38.0,,male,2020-03-28,56.86529879080328,Bad,
,34.0,,Female,2020-11-26,21.359658687390606,Average,C
466.0,42.0,$116997.0,,2021-04-11,36.43078437509351,Excellent,A
121.0,24.0,,Female,2020-05-01,,Bad,B
299.0,42.0,30384.0,,2020-10-26,69.19197397486627,Excellent,C
860.0,37.0,19258.0,Male,2022-05-10,50.10767700361913,Bad,A