IWA,title,share_user,share_ai,completion_user,completion_ai,impact_scope_user,impact_scope_ai,feedback_positive_fraction_user,feedback_positive_fraction_ai,completion_x_scope_x_coverage_user,completion_x_scope_x_coverage_ai
4.A.1.a.1.I01,Study details of artistic productions.,0.0042814446187640935,0.0008113127193494739,0.8563348416289592,0.8622881355932204,0.6176470588235294,0.4088983050847458,0.685473411154345,0.6859756097560976,0.5289126963002395,0.35258815713875324
4.A.1.a.1.I02,Read documents or materials to inform work processes.,0.01969062145824801,0.00468157321410886,0.8841553334425692,0.8673345476624165,0.622153039488776,0.4049787492410443,0.6631461033765402,0.6499722786915543,0.5500799280815066,0.35125206028587236
4.A.1.a.1.I03,Investigate criminal or legal matters.,0.000930353866580639,0.00011252725977429244,0.8246753246753247,0.935064935064935,0.5097402597402597,0.19480519480519481,0.7014563106796117,0.6851851851851852,0.420370214201383,0.0
4.A.1.a.1.I04,Gather information from physical or electronic sources.,0.23218281587854345,0.035202326954342666,0.8711961809090704,0.8688721526590584,0.7508540917215322,0.5561613454696669,0.6836370648924887,0.6610043529037053,0.6541412171277476,0.48323310546398773
4.A.1.a.1.I05,Consult legal materials or public records.,0.0013371917117767334,0.0004549037946136226,0.8045267489711934,0.8051575931232091,0.4773662551440329,0.2607449856733524,0.6789366053169734,0.6622340425531915,0.384053921319582,0.0
4.A.1.a.1.I06,Gather data about operational or development activities.,0.003987342120891055,0.0003749019108786613,0.8832923832923832,0.7810810810810811,0.6425061425061425,0.2864864864864865,0.6563916591115141,0.6743869209809265,0.5675207818942462,0.0
4.A.1.a.1.I07,Obtain information about goods or services.,0.11500626778825565,0.004439491429132374,0.9041554472018049,0.8471842536905413,0.8605268903282148,0.5483870967741935,0.698370021845068,0.6517363851617995,0.7780500753538856,0.4645849133141678
4.A.1.a.1.I08,Research issues related to earth sciences.,0.0018476325902199641,0.00017849393560895942,0.8739130434782608,0.8712121212121212,0.591304347826087,0.30303030303030304,0.6901408450704225,0.6797752808988764,0.5167485822306238,0.0
4.A.1.a.1.I09,"Research organizational behavior, processes, or performance.",0.0009530364482591102,0.00011407275545845694,0.8929663608562691,0.9509803921568627,0.5718654434250765,0.19607843137254902,0.6737588652482269,0.6590909090909091,0.5106566039147472,0.0
4.A.1.a.1.I10,Investigate the environmental impact of industrial or development activities.,0.00013479499001494035,3.758329976480056e-05,0.864406779661017,1.0,0.4915254237288136,0.28125,0.6022727272727273,0.6538461538461539,0.0,0.0
4.A.1.a.1.I11,Gather information for news stories.,0.002997461123426661,0.0007189804704690117,0.8285371702637889,0.8830409356725146,0.6151079136690647,0.38791423001949316,0.6467065868263473,0.6600719424460432,0.5096397701982298,0.3425441446370963
4.A.1.a.1.I12,Collect information about patients or clients.,0.00035333093168166254,0.00044776274017273304,0.76,0.6074766355140186,0.512,0.07476635514018691,0.7136363636363636,0.7201704545454546,0.0,0.0
4.A.1.a.1.I13,Research agricultural processes or practices.,0.00039475250860399307,5.216811033762695e-05,0.9071428571428571,0.8666666666666667,0.55,0.28888888888888886,0.6541353383458647,0.6326530612244898,0.0,0.0
4.A.1.a.1.I14,Collect data about consumer needs or opinions.,0.00046428551517507176,0.000489489105679027,0.8324022346368715,0.6761006289308176,0.49162011173184356,0.059748427672955975,0.6931818181818182,0.6499302649930265,0.0,0.0
4.A.1.a.1.I15,"Investigate individuals' background, behavior, or activities.",0.007395372359782341,0.0010232204423780992,0.7834311806914547,0.7954144620811288,0.6079582517938682,0.26102292768959434,0.6729888816219751,0.6715063520871143,0.47629345101398285,0.20762141161906006
4.A.1.a.1.I16,Research biological or ecological phenomena.,0.0035290826418605302,0.0003662389111148226,0.8965129358830146,0.8735177865612648,0.5838020247469067,0.30434782608695654,0.7187141216991964,0.6732673267326733,0.5233860671802977,0.0
4.A.1.a.1.I17,Obtain formal documentation or authorization.,0.001707502620269385,0.00013693825926363454,0.927536231884058,0.9492753623188406,0.6492753623188405,0.30434782608695654,0.7750410509031199,0.7128712871287128,0.6022264230203739,0.0
4.A.1.a.1.I18,Research historical or social issues.,0.011154425842561726,0.0027754754662526683,0.8828793774319066,0.8780078343592613,0.6466926070038911,0.35982092893116957,0.6890780141843972,0.7009907997169144,0.570951566261412,0.31592559456799385
4.A.1.a.1.I19,Research healthcare issues.,0.007065639153066074,0.00034485208420897257,0.9265175718849841,0.9065743944636678,0.625133120340788,0.3737024221453287,0.7769130998702983,0.7488584474885844,0.5791968207630305,0.0
4.A.1.a.1.I20,Research technology designs or applications.,0.006715723322257976,0.0004958810592678885,0.8848148148148148,0.8830188679245283,0.6822222222222222,0.33584905660377357,0.6808873720136519,0.6464746772591857,0.603640329218107,0.0
4.A.1.a.1.I21,Investigate incidents or accidents.,0.0008058081169049846,7.143724774874388e-05,0.8085106382978723,0.9482758620689655,0.5446808510638298,0.22413793103448276,0.7046263345195729,0.6296296296296297,0.44038026256224533,0.0
4.A.1.a.1.I22,Investigate organizational or operational problems.,0.0007229310268813612,0.0002151659560864386,0.8567774936061381,0.8674242424242424,0.659846547314578,0.3484848484848485,0.6623981373690337,0.6656441717791411,0.5653416709728482,0.0
4.A.1.a.1.I23,Interview people to obtain information.,0.00047266134400757604,0.0005035581321193175,0.8639455782312925,0.38408304498269896,0.54421768707483,0.04498269896193772,0.6718146718146718,0.7528735632183908,0.0,0.017277091988841132
4.A.1.a.2.I01,Monitor equipment operation.,0.00018665942768222697,2.5637813856542223e-05,0.9347826086956522,1.0,0.4855072463768116,0.12121212121212122,0.7349397590361446,0.7333333333333333,0.0,0.0
4.A.1.a.2.I02,Monitor operations to ensure adequate performance.,0.0003585223541926977,7.333314690108618e-05,0.9372549019607843,0.9310344827586207,0.5568627450980392,0.20689655172413793,0.6696230598669624,0.6079295154185022,0.0,0.0
4.A.1.a.2.I03,Monitor financial data or activities.,0.00042750746609552566,5.5313490126705366e-05,0.8791208791208791,0.873015873015873,0.554945054945055,0.3333333333333333,0.68125,0.5508474576271186,0.0,0.0
4.A.1.a.2.I04,Monitor traffic conditions.,6.177213876475474e-05,1.3608181453145472e-05,0.8666666666666667,1.0,0.6,0.2,0.7647058823529411,0.9230769230769231,0.0,0.0
4.A.1.a.2.I05,Monitor health conditions of humans or animals.,0.0003665740719679591,4.4748787061750706e-05,0.9243697478991597,0.9210526315789473,0.453781512605042,0.18421052631578946,0.8121546961325967,0.7575757575757576,0.0,0.0
4.A.1.a.2.I06,Monitor individual behavior or performance.,0.0005872042419725863,0.00012171320990827177,0.9281767955801105,0.7236842105263158,0.48066298342541436,0.19736842105263158,0.7239263803680982,0.6378378378378379,0.44614022770977685,0.0
4.A.1.a.2.I07,"Monitor safety or security of work areas, facilities, or properties.",0.0001393949018559094,0.0001501762473674847,0.9565217391304348,0.5925925925925926,0.42028985507246375,0.2345679012345679,0.7079646017699115,0.5486111111111112,0.0,0.0
4.A.1.a.2.I08,"Monitor external affairs, trends, or events.",0.0055886978870957,0.002540766413381005,0.8651399491094147,0.8662009672219237,0.6304071246819338,0.3444384739387426,0.6698207171314741,0.6953478797859202,0.5453903877655407,0.2983529392741822
4.A.1.a.2.I09,Monitor environmental conditions.,0.00028511438616173865,8.011274567898187e-05,0.8969072164948454,0.8548387096774194,0.4742268041237113,0.27419354838709675,0.7176470588235294,0.7272727272727273,0.0,0.0
4.A.1.a.2.I10,Monitor operation of computer or information technologies.,0.0009617542283901802,0.00020803892438872192,0.8755868544600939,0.798941798941799,0.5328638497652582,0.2275132275132275,0.6482035928143712,0.5924453280318092,0.4665685820714585,0.0
4.A.1.a.2.I11,Monitor operations to ensure compliance with regulations or standards.,0.00026677621756695976,0.0004316342575509615,0.9391891891891891,0.5147679324894515,0.5,0.3670886075949367,0.7089552238805971,0.4160919540229885,0.0,0.0
4.A.1.b.1.I01,Mark materials or objects for identification.,0.00032779594846416563,8.044888072094894e-05,0.7578947368421053,0.8382352941176471,0.5263157894736842,0.16176470588235295,0.5469613259668509,0.5629139072847682,0.0,0.0
4.A.1.b.1.I02,Identify business or organizational opportunities.,0.0005306991781742561,0.0003234181873096595,0.8953068592057761,0.9311377245508982,0.5631768953068592,0.31736526946107785,0.7302483069977427,0.7287104622871047,0.5042161373144444,0.0
4.A.1.b.2.I01,Administer diagnostic tests to assess patient health.,5.179297875546082e-06,4.951529477939854e-07,0.75,1.0,0.5,0.0,0.5,1.0,0.0,0.0
4.A.1.b.2.I02,Evaluate green technologies or processes.,9.937821104329028e-05,5.212370956731576e-05,0.95,0.9433962264150944,0.6166666666666667,0.09433962264150944,0.5978260869565217,0.684931506849315,0.0,0.0
4.A.1.b.2.I03,Test characteristics of materials or products.,0.0003638553357134565,7.47406066021835e-05,0.8672985781990521,0.9186046511627907,0.5071090047393365,0.22093023255813954,0.6714801444043321,0.6853932584269663,0.0,0.0
4.A.1.b.2.I04,Inspect vehicles.,6.676996910781286e-05,1.0873879749777095e-05,0.9130434782608695,1.0,0.5869565217391305,0.0,0.6521739130434783,0.9090909090909091,0.0,0.0
4.A.1.b.2.I05,Inspect facilities or equipment.,0.0002734914495852214,7.282612427844005e-05,0.9776536312849162,0.9662921348314607,0.5363128491620112,0.15730337078651685,0.7046979865771812,0.7241379310344828,0.0,0.0
4.A.1.b.2.I06,Inspect completed work or finished products.,0.00039057826846233715,0.0001946664259265298,0.810126582278481,0.847682119205298,0.45569620253164556,0.25165562913907286,0.5100671140939598,0.6811594202898551,0.0,0.0
4.A.1.b.2.I07,"Inspect commercial, industrial, or production systems or equipment.",8.440841863572043e-05,3.1937859284691e-05,0.9384615384615385,0.9111111111111111,0.5692307692307692,0.2222222222222222,0.7066666666666667,0.75,0.0,0.0
4.A.1.b.2.I08,Test performance of computer or information systems.,0.0005481076027815292,0.00014732061571846451,0.8945783132530121,0.8764705882352941,0.5331325301204819,0.17647058823529413,0.6303501945525292,0.6367041198501873,0.47692879953549133,0.0
4.A.1.b.2.I09,Examine people or animals to assess health conditions or physical characteristics.,0.00015437497598603356,1.2928721574783725e-05,0.8909090909090909,0.9090909090909091,0.34545454545454546,0.18181818181818182,0.8113207547169812,0.7368421052631579,0.0,0.0
4.A.1.b.2.I10,Inspect characteristics or conditions of materials or products.,0.0006844225873306812,0.00012762704751449202,0.8980169971671388,0.9407407407407408,0.5609065155807366,0.24444444444444444,0.7227722772277227,0.6666666666666666,0.503703584813296,0.0
4.A.1.b.2.I11,Test sites or materials for environmental hazards.,4.934933995899938e-06,1.2449559830248776e-06,0.8333333333333334,1.0,0.3333333333333333,0.0,0.5454545454545454,0.3333333333333333,0.0,0.0
4.A.1.b.2.I12,Test performance of equipment or systems.,0.0009087029929281076,0.00022755991473942118,0.9226415094339623,0.9222222222222223,0.590566037735849,0.1814814814814815,0.6394230769230769,0.6802721088435374,0.544880740477038,0.0
4.A.1.b.3.I01,"Measure physical characteristics of materials, products, or equipment.",0.0006043843882405334,0.00011549897158252965,0.8423076923076923,0.8058252427184466,0.5,0.23300970873786409,0.6385964912280702,0.6518518518518519,0.42115384615384616,0.0
4.A.1.b.3.I02,Estimate project development or operational costs.,0.00044300071304825405,0.0002689057322831235,0.8744769874476988,0.9064748201438849,0.5355648535564853,0.19784172661870503,0.7206477732793523,0.714859437751004,0.0,0.0
4.A.1.b.3.I03,Calculate financial data.,0.0030314645587954827,0.0008720932169160577,0.6561314791403287,0.717391304347826,0.6017699115044248,0.41304347826086957,0.5571740713765477,0.5645695364238411,0.39484018213754296,0.29631379962192816
4.A.1.b.3.I04,Assess characteristics of land or property.,0.0003918120535670532,0.00010824884628640594,0.8928571428571429,0.9058823529411765,0.5857142857142857,0.3411764705882353,0.6535433070866141,0.5970149253731343,0.0,0.0
4.A.1.b.3.I05,Take physical measurements of patients or clients.,2.9334732104448097e-05,6.8083530321673e-07,0.9166666666666666,1.0,0.5833333333333334,0.0,1.0,0.5,0.0,0.0
4.A.2.a.1.I01,"Assess living, work, or social needs or status of individuals or communities.",0.0009879909666445014,0.0004700334657396634,0.8996865203761756,0.9006024096385542,0.5109717868338558,0.1566265060240964,0.7329192546583851,0.8030660377358491,0.45971442890694864,0.0
4.A.2.a.1.I02,"Evaluate programs, practices, or processes.",0.0015284127597293743,0.0005667079504294413,0.9248466257668712,0.9254237288135593,0.6579754601226994,0.34915254237288135,0.6722756410256411,0.6891356066613799,0.608526384131883,0.3231140476874461
4.A.2.a.1.I03,"Assess student capabilities, needs, or performance.",0.0002310070648551846,6.225919057085937e-05,0.864406779661017,0.8979591836734694,0.5423728813559322,0.12244897959183673,0.6834532374100719,0.6929133858267716,0.0,0.0
4.A.2.a.1.I04,Evaluate personnel capabilities or performance.,0.00019361596862726516,7.849943835084352e-05,0.8870967741935484,0.9245283018867925,0.5161290322580645,0.32075471698113206,0.7126436781609196,0.7603305785123967,0.0,0.0
4.A.2.a.1.I05,Evaluate production inputs or outputs.,0.00021816692037663694,8.111395410964254e-05,0.7843137254901961,0.9367088607594937,0.5,0.24050632911392406,0.5616438356164384,0.5949367088607594,0.0,0.0
4.A.2.a.1.I06,Evaluate patient or client condition or treatment options.,0.00023589600717931628,4.1346178014328545e-05,0.9130434782608695,0.868421052631579,0.5,0.15789473684210525,0.8345323741007195,0.8117647058823529,0.0,0.0
4.A.2.a.1.I07,"Evaluate the characteristics, usefulness, or performance of products or technologies.",0.011803888186740698,0.0042255322779075535,0.9125941872981701,0.930739299610895,0.7091496232508073,0.3699092088197147,0.7182853832786252,0.7264306298888431,0.647165824103374,0.3442890379364815
4.A.2.a.1.I08,Evaluate scholarly work.,0.0004548386490720949,0.000106087933141808,0.8954248366013072,0.9102564102564102,0.5620915032679739,0.3076923076923077,0.6549707602339181,0.7232142857142857,0.0,0.0
4.A.2.a.1.I09,"Evaluate condition of financial assets, property, or other resources.",0.00032492551449236955,0.0001326024837798768,0.8983050847457628,0.8905109489051095,0.5423728813559322,0.2846715328467153,0.6590257879656161,0.655367231638418,0.0,0.0
4.A.2.a.1.I10,Evaluate project feasibility.,0.00022575233584651072,6.792647441145416e-05,0.8723404255319149,0.8625,0.6028368794326241,0.35,0.7536231884057971,0.7280701754385965,0.0,0.0
4.A.2.a.2.I01,Evaluate the quality or accuracy of data.,0.0023491774226296774,0.0014636957813997011,0.8369565217391305,0.8216318785578748,0.5407608695652174,0.27988614800759015,0.5576923076923077,0.5911751463304817,0.45259333648393196,0.22996338156980367
4.A.2.a.2.I02,Sort materials or products.,0.00039719952160808554,0.00017115479277728178,0.8731343283582089,0.8943661971830986,0.6791044776119403,0.352112676056338,0.6460905349794238,0.5762081784386617,0.0,0.0
4.A.2.a.2.I03,"Compile records, documentation, or other data.",0.005245068471330673,0.0033170710154707115,0.8565217391304348,0.8997946611909651,0.6369565217391304,0.4238193018480493,0.6422018348623854,0.6336600202771207,0.5455671077504726,0.38135034511255683
4.A.2.a.2.I04,Reconcile financial data.,7.265731378075675e-05,1.5454815187335056e-05,0.8913043478260869,0.85,0.45652173913043476,0.45,0.7727272727272727,0.6,0.0,0.0
4.A.2.a.2.I05,Verify personal information.,0.0012783366361761844,0.00015117204340276474,0.8286516853932584,0.7217391304347827,0.49157303370786515,0.1391304347826087,0.7046004842615012,0.7398843930635838,0.40734282287589946,0.0
4.A.2.a.3.I01,Examine materials or documentation for accuracy or compliance.,0.002202471999860432,0.0012130804986638932,0.8809523809523809,0.8572916666666667,0.5797619047619048,0.2552083333333333,0.6444232602478551,0.6517690875232774,0.5107426303854875,0.21878797743055553
4.A.2.a.3.I02,Assess compliance with environmental standards or regulations.,2.5660593347377797e-05,1.9922778942000165e-05,0.9375,0.9130434782608695,0.5,0.17391304347826086,0.7586206896551724,0.631578947368421,0.0,0.0
4.A.2.a.3.I03,"Examine financial activities, operations, or systems.",0.0004171561672221803,0.00011797724475149091,0.78125,0.8571428571428571,0.4955357142857143,0.24603174603174602,0.6603375527426161,0.5984251968503937,0.0,0.0
4.A.2.a.3.I04,Follow standard healthcare safety procedures to protect patient and staff members.,4.506381305010118e-05,3.553914969063144e-05,0.9565217391304348,0.9722222222222222,0.4782608695652174,0.08333333333333333,0.5555555555555556,0.75,0.0,0.0
4.A.2.a.4.I01,Analyze environmental or geospatial data.,0.00021966927110136545,4.8957766714522335e-05,0.8,0.8780487804878049,0.47058823529411764,0.3170731707317073,0.6040268456375839,0.573170731707317,0.0,0.0
4.A.2.a.4.I02,Analyze market or industry conditions.,0.0014208353465156567,0.0006727450010841175,0.8913043478260869,0.9113924050632911,0.5735785953177257,0.3670886075949367,0.6910946196660482,0.6879770992366412,0.5112330958266685,0.33456176894728407
4.A.2.a.4.I03,Analyze business or financial risks.,0.00044944681037648385,0.0002098572872913628,0.8772727272727273,0.9019607843137255,0.5363636363636364,0.24509803921568626,0.6950904392764858,0.7142857142857143,0.0,0.0
4.A.2.a.4.I04,Analyze scientific or applied data using mathematical principles.,0.006682698039073712,0.0014111908470736672,0.5179569034317638,0.5838574423480084,0.578611332801277,0.3909853249475891,0.5180972078593589,0.5008777062609713,0.29969573422827517,0.22827969181950433
4.A.2.a.4.I05,"Evaluate designs, specifications, or other technical data.",0.0011076660052773432,0.00043144912931380514,0.856418918918919,0.8775933609958506,0.6283783783783784,0.35477178423236516,0.5839793281653747,0.6150271107668474,0.5381551314828342,0.0
4.A.2.a.4.I06,Analyze health or medical data.,0.0005816891708783468,0.00012091430885551159,0.851063829787234,0.9223300970873787,0.5797872340425532,0.32038834951456313,0.7061068702290076,0.6948051948051948,0.4934359438660027,0.0
4.A.2.a.4.I07,Analyze data to improve operations.,0.0003310858368436554,0.0001090816679504808,0.8482142857142857,0.8832116788321168,0.5803571428571429,0.34306569343065696,0.6038732394366197,0.5887573964497042,0.0,0.0
4.A.2.a.4.I08,"Research laws, precedents, or other legal data.",0.0032406176593898265,0.0005768799809039212,0.921173235563703,0.9151873767258383,0.5884509624197983,0.39250493096646943,0.7057115198451114,0.7460869565217392,0.5420652770228206,0.3592155581231594
4.A.2.a.4.I09,Assess characteristics or impacts of regulations or policies.,0.003274740762100858,0.0015632412176319907,0.9298679867986799,0.9321372854914196,0.6295379537953796,0.3338533541341654,0.7262647262647263,0.6988416988416989,0.58538718970907,0.31119715927482655
4.A.2.a.4.I10,Analyze biological or chemical substances or related data.,0.0015147153603025194,0.00034819717431916556,0.7568710359408034,0.7928286852589641,0.5200845665961945,0.398406374501992,0.6235827664399093,0.5769230769230769,0.39363694469648547,0.0
4.A.2.a.4.I11,Analyze business or financial data.,0.0013900095160889038,0.00034975911852709,0.7213403880070547,0.8225352112676056,0.5396825396825397,0.39154929577464787,0.5834990059642147,0.584045584045584,0.38929481257523585,0.0
4.A.2.a.4.I12,Analyze performance of systems or equipment.,0.0017759439049811075,0.0004992906251341607,0.9017094017094017,0.9189686924493554,0.6410256410256411,0.26335174953959484,0.6695652173913044,0.6768665850673194,0.5780188472496165,0.0
4.A.2.b.1.I01,Determine values or prices of goods or services.,0.004466010589581573,0.0019598883491567308,0.8588917525773195,0.9221713538260301,0.6881443298969072,0.3655984303466318,0.6856088560885609,0.6846153846153846,0.5910414895312998,0.33714439946942504
4.A.2.b.1.I02,Diagnose system or equipment problems.,0.004081791070591384,0.0011563023872759885,0.8945386064030132,0.910234899328859,0.6905210295040803,0.3271812080536913,0.6421621621621622,0.6574185765983113,0.617697719424554,0.29781175397504617
4.A.2.b.1.I03,Authorize business activities or transactions.,2.1062295001175563e-05,1.5129673404816222e-06,0.7692307692307693,1.0,0.46153846153846156,0.0,0.7222222222222222,0.8,0.0,0.0
4.A.2.b.1.I04,Determine operational methods or procedures.,0.004534116427656721,0.0021703941214696906,0.9261806510774874,0.9266281945589447,0.7881705639614855,0.39365210222588626,0.6833213515456507,0.6946612550733687,0.7299883260899591,0.36476913676990613
4.A.2.b.1.I05,Make legal decisions.,1.8878339279122406e-05,1.36167060643346e-06,0.7777777777777778,1.0,0.2222222222222222,0.0,0.7894736842105263,0.6666666666666666,0.0,0.0
4.A.2.b.1.I06,Diagnose health conditions or disorders.,0.0001399434101520861,3.107941742893825e-05,0.9285714285714286,0.96,0.38095238095238093,0.16,0.7916666666666666,0.625,0.0,0.0
4.A.2.b.1.I07,Edit written materials or documents.,0.01639131658927018,0.0061616292007752715,0.9364035087719298,0.9517296862429606,0.83296783625731,0.5241351568785197,0.7122071742313324,0.7172830044069746,0.7799940045655074,0.49883498840489854
4.A.2.b.1.I08,Determine resource needs of projects or operations.,0.0006286600494367486,0.0002930011813791425,0.9201101928374655,0.9285714285714286,0.5619834710743802,0.23511904761904762,0.732360097323601,0.7307692307692307,0.5170867199417162,0.0
4.A.2.b.1.I09,Implement procedures or processes.,0.0113312504019089,0.0026551362791850117,0.935283907760972,0.8845092629089476,0.8370939747086537,0.44856129286558927,0.6757241732889003,0.6093509689326361,0.7829205238286738,0.3967566185220269
4.A.2.b.1.I10,Select materials or equipment for operations or projects.,0.004498801773356102,0.0018900858507244081,0.9325731284085275,0.9419568822553898,0.6767476450173525,0.2542841348811498,0.7142147117296223,0.7274611398963731,0.631116668456936,0.2395246908996569
4.A.2.b.1.I11,Alter audio or video recordings.,0.00022459588808867426,3.808655601598455e-05,0.7857142857142857,0.9428571428571428,0.6785714285714286,0.34285714285714286,0.6428571428571429,0.475,0.0,0.0
4.A.2.b.2.I01,Develop patient or client care or treatment plans.,0.0001965635922574001,5.7306278833655326e-05,0.8857142857142857,0.9464285714285714,0.4714285714285714,0.32142857142857145,0.816793893129771,0.78125,0.0,0.0
4.A.2.b.2.I02,Design computer or information systems or applications.,0.001066303823516169,0.0002424309888381624,0.8455598455598455,0.8587360594795539,0.638996138996139,0.3420074349442379,0.6124401913875598,0.6067073170731707,0.540309476602913,0.0
4.A.2.b.2.I03,Develop business or marketing plans.,0.00022599036254223714,7.2154708344269e-05,0.8987341772151899,0.9393939393939394,0.6455696202531646,0.43434343434343436,0.735144312393888,0.7268408551068883,0.0,0.0
4.A.2.b.2.I04,Develop recipes or menus.,0.0005842204854833005,0.0002722251122862656,0.8830409356725146,0.8877551020408163,0.7368421052631579,0.5918367346938775,0.7748344370860927,0.7817164179104478,0.6506617420744845,0.0
4.A.2.b.2.I05,"Develop safety standards, policies, or procedures.",9.439401273031357e-05,9.253247473513684e-05,0.96875,0.875,0.484375,0.18269230769230768,0.7628865979381443,0.6986301369863014,0.0,0.0
4.A.2.b.2.I06,Design databases.,8.429933701853302e-05,2.0377142160861125e-05,0.8775510204081632,0.9310344827586207,0.4897959183673469,0.3793103448275862,0.6428571428571429,0.6666666666666666,0.0,0.0
4.A.2.b.2.I07,Develop technical specifications for products or operations.,0.0011144708071463725,0.0005259120665807198,0.8455284552845529,0.8964401294498382,0.7024390243902439,0.4336569579288026,0.6176683562635771,0.6233870967741936,0.5939321832242712,0.38874749950251886
4.A.2.b.2.I08,Develop plans for managing or preserving natural resources.,4.001586823268229e-05,2.0180800594271883e-05,0.95,0.9545454545454546,0.5,0.2727272727272727,0.7708333333333334,0.7358490566037735,0.0,0.0
4.A.2.b.2.I09,Develop financial or business plans.,0.00020366434594425167,4.9853500616287653e-05,0.9328358208955224,0.9420289855072463,0.6044776119402985,0.3333333333333333,0.7282608695652174,0.70995670995671,0.0,0.0
4.A.2.b.2.I10,Develop health assessment methods or programs.,1.8707209926887138e-05,1.03766197222082e-05,1.0,1.0,0.42857142857142855,0.1111111111111111,0.6451612903225806,0.76,0.0,0.0
4.A.2.b.2.I11,Design structures or facilities.,0.0001614880151192928,5.3061356041219354e-05,0.691358024691358,0.6086956521739131,0.5308641975308642,0.15217391304347827,0.5900900900900901,0.5352112676056338,0.0,0.0
4.A.2.b.2.I12,Develop marketing or promotional materials.,0.0016339716991406177,0.001449251329169855,0.838855421686747,0.8511722731906218,0.7364457831325302,0.3843017329255861,0.6155700998966587,0.6315973435861587,0.6177715379590653,0.3271069796053664
4.A.2.b.2.I13,Design materials or devices.,0.0012202911378797537,0.0005036984468789001,0.5703971119133574,0.5544794188861986,0.5361010830324909,0.24455205811138014,0.5274776890558948,0.5010351966873706,0.30579050945535585,0.13559908306902194
4.A.2.b.2.I14,Design industrial systems or equipment.,4.70497240470471e-05,1.777146677161396e-05,0.7222222222222222,0.7777777777777778,0.5833333333333334,0.2222222222222222,0.5730337078651685,0.5535714285714286,0.0,0.0
4.A.2.b.2.I15,"Develop educational programs, plans, or procedures.",0.00025220600192465807,0.000246896821468424,0.927536231884058,0.8969957081545065,0.6884057971014492,0.3133047210300429,0.7469635627530364,0.7390625,0.0,0.0
4.A.2.b.2.I16,Develop systems or practices to mitigate or resolve environmental problems.,0.0001265810503044826,5.233512971308856e-05,0.9354838709677419,0.9636363636363636,0.6451612903225806,0.23636363636363636,0.6736842105263158,0.7804878048780488,0.0,0.0
4.A.2.b.2.I17,Develop public or community health programs.,3.240468344951235e-05,1.678183404010567e-05,0.6842105263157895,1.0,0.5789473684210527,0.2857142857142857,0.6818181818181818,0.6976744186046512,0.0,0.0
4.A.2.b.2.I18,Create visual designs or displays.,0.012740821659154546,0.005353282306736181,0.39988655700510495,0.38370473537604455,0.501701644923426,0.2733286908077994,0.49493390592498154,0.4887100554730838,0.2006237434322265,0.10487751297708738
4.A.2.b.2.I19,Develop contingency or emergency response plans.,8.436793278998642e-05,6.202017285239229e-05,0.9565217391304348,0.9710144927536232,0.5217391304347826,0.2318840579710145,0.7407407407407407,0.76,0.0,0.0
4.A.2.b.2.I20,Develop sustainable organizational or business policies or practices.,7.223830420246076e-05,3.2958191036721095e-05,0.9411764705882353,0.9487179487179487,0.6078431372549019,0.3076923076923077,0.725,0.7641509433962265,0.0,0.0
4.A.2.b.2.I21,"Develop models of systems, processes, or products.",0.0015430608804517481,0.0006040455976847579,0.748211731044349,0.7195121951219512,0.5965665236051502,0.3362369337979094,0.5588235294117647,0.5223961144090664,0.4463580713097189,0.241926574318008
4.A.2.b.2.I22,"Develop news, entertainment, or artistic content.",0.022925449894832178,0.014840915489676287,0.551983057373893,0.6246472248353716,0.6484405082787832,0.4040451552210724,0.5957299251993857,0.6049982338396327,0.3579281742848039,0.25238568491701985
4.A.2.b.2.I23,Develop research plans or methodologies.,0.0004228705858844962,0.00010288572052784533,0.8292682926829268,0.8495575221238938,0.5609756097560976,0.37168141592920356,0.6649484536082474,0.6910569105691057,0.0,0.0
4.A.2.b.2.I24,Design electrical or electronic systems or equipment.,5.409292556919975e-05,1.34388717213197e-05,0.8095238095238095,0.7857142857142857,0.5238095238095238,0.35714285714285715,0.6341463414634146,0.5555555555555556,0.0,0.0
4.A.2.b.2.I25,Create artistic designs or performances.,0.011599489379908666,0.006314916496962938,0.42944074181396696,0.4208269525267994,0.5276731382208055,0.2686064318529862,0.5358133243151844,0.5455974842767296,0.22660434391284665,0.11303682614578961
4.A.2.b.2.I26,Develop scientific or mathematical theories or models.,0.0005049560021997845,0.00010875211641365964,0.65625,0.7314814814814815,0.546875,0.24074074074074073,0.56282722513089,0.5161290322580645,0.35888671875,0.0
4.A.2.b.2.I27,Develop organizational or program goals or objectives.,0.0003563278695607885,0.00020986128312951326,0.9504950495049505,0.9560975609756097,0.7029702970297029,0.44878048780487806,0.7428571428571429,0.7601880877742947,0.0,0.0
4.A.2.b.3.I01,Maintain current knowledge in area of expertise.,0.040752593582218256,0.024725300238708704,0.8982083087221894,0.9076535006767565,0.680252018113802,0.543373938722776,0.6930314613349015,0.7039747008123024,0.6110080146948542,0.493195257658245
4.A.2.b.4.I01,"Develop organizational policies, systems, or processes.",0.00027036238572266167,0.00013097408275151192,0.9184782608695652,0.95625,0.657608695652174,0.40625,0.7244094488188977,0.7203166226912929,0.0,0.0
4.A.2.b.4.I02,Draft legislation or regulations.,2.8400190370959754e-06,2.416817959470643e-06,1.0,1.0,0.0,0.3333333333333333,0.782608695652174,0.9090909090909091,0.0,0.0
4.A.2.b.4.I03,Develop operational or technical procedures or standards.,0.0012695556940880578,0.0009183605295190266,0.9116094986807388,0.9217081850533808,0.741424802110818,0.3807829181494662,0.6621287128712872,0.6600107933081489,0.6758898921617087,0.35097073238687454
4.A.2.b.5.I01,Prepare schedules for services or facilities.,0.00024648301128353414,0.00026539603612294154,0.9292035398230089,0.9330357142857143,0.5929203539823009,0.32142857142857145,0.6666666666666666,0.7213930348258707,0.0,0.0
4.A.2.b.5.I02,Schedule operational activities.,0.00048796470318687187,0.00028882128555887866,0.947136563876652,0.9580152671755725,0.5154185022026432,0.2900763358778626,0.7156133828996283,0.7012987012987013,0.0,0.0
4.A.2.b.5.I03,Schedule appointments.,0.00046184207702965307,0.00011345657772704773,0.9329268292682927,0.9148936170212766,0.5487804878048781,0.24468085106382978,0.7165991902834008,0.7063492063492064,0.0,0.0
4.A.2.b.6.I01,Plan events or programs.,0.0005258490143631087,0.0001898859544331532,0.9190283400809717,0.9427083333333334,0.6153846153846154,0.5260416666666666,0.7415902140672783,0.7417218543046358,0.5655559015882903,0.0
4.A.2.b.6.I02,Plan work activities.,0.002075074699141469,0.001389109098384588,0.9347826086956522,0.9231337767923133,0.6413043478260869,0.36363636363636365,0.711082910321489,0.7351392024078255,0.5994801512287334,0.3356850097426594
4.A.3.a.1.I01,Prepare mixtures or solutions.,0.0014002725685859883,0.0003651044426224738,0.9262948207171314,0.9489795918367347,0.7091633466135459,0.2653061224489796,0.8252911813643927,0.8457446808510638,0.6568943350105554,0.0
4.A.3.a.1.I02,Protect people or property from threats such as fires or flooding.,0.00010941558580195044,4.985220736481053e-05,0.9285714285714286,0.8888888888888888,0.5476190476190477,0.24444444444444444,0.7903225806451613,0.6521739130434783,0.0,0.0
4.A.3.a.1.I03,"Clean tools, equipment, facilities, or work areas.",0.000336128773375167,0.00011574114818279857,0.9887005649717514,0.9921259842519685,0.5706214689265536,0.1889763779527559,0.7707006369426752,0.7792207792207793,0.0,0.0
4.A.3.a.1.I04,Set up protective structures or coverings near work areas.,6.217884341322999e-05,3.703324945955565e-05,0.9743589743589743,1.0,0.5128205128205128,0.15384615384615385,0.7142857142857143,0.84,0.0,0.0
4.A.3.a.1.I05,Dispose of waste or debris.,0.00030510433736775656,5.662237302886649e-05,0.9741379310344828,0.9821428571428571,0.5517241379310345,0.05357142857142857,0.7741935483870968,0.8421052631578947,0.0,0.0
4.A.3.a.1.I06,"Load products, materials, or equipment for transportation or further processing.",1.5039714357930134e-05,6.8083530321673e-07,0.9,1.0,0.4,0.0,0.8666666666666667,1.0,0.0,0.0
4.A.3.a.1.I07,Perform general construction or extraction activities.,0.00012510939664880106,1.5258734391595486e-05,0.9318181818181818,0.95,0.6590909090909091,0.2,0.726027397260274,0.75,0.0,0.0
4.A.3.a.1.I08,"Clean workpieces, finished products, or other objects.",0.0004023230020225548,0.00012048448939271645,0.9675675675675676,0.9920634920634921,0.6378378378378379,0.25396825396825395,0.7828947368421053,0.7777777777777778,0.0,0.0
4.A.3.a.1.I09,Clean medical equipment or facilities.,1.0009821483378624e-05,2.72334121286692e-06,1.0,1.0,0.2857142857142857,0.0,0.3333333333333333,,0.0,0.0
4.A.3.a.1.I10,"Move materials, equipment, or supplies.",6.51016438458041e-05,8.99602361043267e-06,0.8857142857142857,1.0,0.3142857142857143,0.0,0.6944444444444444,0.6666666666666666,0.0,0.0
4.A.3.a.1.I11,Maintain safety or security.,0.0009381851605237632,0.0016165290900413951,0.9304347826086956,0.6826568265682657,0.6,0.18081180811808117,0.7204081632653061,0.4671280276816609,0.5582608695652174,0.12343241513595947
4.A.3.a.1.I12,Escort others.,1.9775500979357766e-05,7.26695897667173e-06,0.6,1.0,0.2,0.0,0.7272727272727273,0.625,0.0,0.0
4.A.3.a.1.I13,Transport patients or clients.,4.18529121256249e-06,0.0,0.0,,0.0,,1.0,0.5,0.0,0.0
4.A.3.a.1.I14,Climb equipment or structures.,1.9551288950113348e-05,4.538902021444866e-07,1.0,1.0,0.3,0.0,0.75,0.0,0.0,0.0
4.A.3.a.1.I15,Provide food or beverage services.,0.00010291484099416013,1.8509742199540547e-05,0.9024390243902439,0.9230769230769231,0.5121951219512195,0.15384615384615385,0.8,0.8076923076923077,0.0,0.0
4.A.3.a.1.I16,"Perform athletic activities for fitness, competition, or artistic purposes.",0.000941902742947265,1.989668434836447e-05,0.896551724137931,0.9285714285714286,0.4433497536945813,0.14285714285714285,0.8073170731707318,0.8222222222222222,0.39748598607100394,0.0
4.A.3.a.1.I17,Perform agricultural activities.,0.00023579491142129727,1.223310867847412e-05,0.9191919191919192,0.9166666666666666,0.5858585858585859,0.4166666666666667,0.8072289156626506,0.8235294117647058,0.0,0.0
4.A.3.a.2.I01,Build structures.,0.00018083540794696027,3.12269316100554e-05,0.9519230769230769,0.918918918918919,0.6442307692307693,0.10810810810810811,0.7456140350877193,0.4594594594594595,0.0,0.0
4.A.3.a.2.I02,Collect samples of products or materials.,6.990313716263798e-05,1.3328490987159275e-05,0.9333333333333333,0.9166666666666666,0.5666666666666667,0.08333333333333333,0.5416666666666666,0.5,0.0,0.0
4.A.3.a.2.I03,Prepare foods or beverages.,0.0011642685261673026,7.921409683602744e-05,0.907103825136612,0.8703703703703703,0.6693989071038251,0.2962962962962963,0.8395522388059702,0.8134328358208955,0.6072143091761474,0.0
4.A.3.a.2.I04,Assemble equipment or components.,0.00023477537277449712,4.282163604722552e-05,0.9497206703910615,0.9482758620689655,0.6983240223463687,0.2413793103448276,0.7513812154696132,0.7540983606557377,0.0,0.0
4.A.3.a.2.I05,Sew garments or materials.,1.644037982388347e-05,2.169362402044418e-06,0.9,1.0,0.6,0.6666666666666666,0.9411764705882353,0.5,0.0,0.0
4.A.3.a.2.I06,Position workpieces or materials on equipment.,6.13060894825766e-05,1.719234865909233e-05,1.0,1.0,0.6086956521739131,0.08695652173913043,0.696969696969697,0.7777777777777778,0.0,0.0
4.A.3.a.2.I07,Shape materials to create products.,0.00030440910322595925,2.6030728543824725e-05,0.8713450292397661,0.75,0.5146198830409356,0.25,0.696969696969697,0.589041095890411,0.0,0.0
4.A.3.a.2.I08,Arrange displays or decorations.,0.0007557647190470131,0.0002608899877913609,0.6498422712933754,0.5560975609756098,0.5615141955835962,0.14634146341463414,0.5371762740183793,0.49946977730646874,0.3648956602215167,0.0
4.A.3.a.2.I09,Adjust equipment to ensure adequate performance.,0.0019595494179430084,0.00043101486279075173,0.9421686746987952,0.9732739420935412,0.7156626506024096,0.23162583518930957,0.6551724137931034,0.6956521739130435,0.6742749310494992,0.0
4.A.3.a.2.I10,Train animals.,8.215052097830305e-05,2.2059063824222054e-05,1.0,1.0,0.631578947368421,0.2222222222222222,0.72,0.6842105263157895,0.0,0.0
4.A.3.a.2.I11,Prepare medical equipment or work areas for use.,1.6238386360429143e-05,2.4563469763113395e-06,1.0,1.0,0.5555555555555556,0.25,0.6363636363636364,1.0,0.0,0.0
4.A.3.a.2.I12,Cut materials.,0.0002746341464094002,4.9791389190113796e-05,0.9548387096774194,0.9215686274509803,0.45806451612903226,0.13725490196078433,0.7481481481481481,0.7297297297297297,0.0,0.0
4.A.3.a.2.I13,Prepare industrial materials for processing or use.,4.19280656739819e-05,1.651267517967177e-05,0.9393939393939394,0.9583333333333334,0.6363636363636364,0.08333333333333333,0.7,0.7368421052631579,0.0,0.0
4.A.3.a.2.I14,Cut trees or other vegetation.,6.7122100741559e-05,5.023051570398985e-06,0.90625,1.0,0.5,0.0,0.7368421052631579,0.75,0.0,0.0
4.A.3.a.2.I15,Smooth surfaces of objects or equipment.,0.00010673064905750773,3.465722360494305e-05,0.9491525423728814,0.9302325581395349,0.559322033898305,0.16279069767441862,0.7627118644067796,0.8333333333333334,0.0,0.0
4.A.3.a.2.I16,Install energy or heating equipment.,1.0249497763608538e-05,1.8282570380085615e-06,0.8888888888888888,1.0,0.6666666666666666,0.5,1.0,0.75,0.0,0.0
4.A.3.a.2.I17,Fabricate medical devices.,0.0,9.903058955879708e-07,,1.0,,0.0,0.5,,0.0,0.0
4.A.3.a.2.I18,Direct vehicle traffic.,1.2555873637687471e-05,1.2103738723852975e-06,1.0,1.0,0.5,0.0,0.0,,0.0,0.0
4.A.3.a.2.I19,Disassemble equipment.,0.00024830428908947,8.188607385178445e-05,0.959731543624161,0.9702970297029703,0.5704697986577181,0.2871287128712871,0.7283950617283951,0.6666666666666666,0.0,0.0
4.A.3.a.2.I20,Install commercial or production equipment.,5.005805273799224e-05,1.6001114856392316e-05,0.9459459459459459,0.9523809523809523,0.7027027027027027,0.3333333333333333,0.6470588235294118,0.6521739130434783,0.0,0.0
4.A.3.a.2.I21,Apply hygienic or cosmetic agents to skin or hair.,0.0002542606571158579,2.3519492958155076e-05,0.9264705882352942,0.9411764705882353,0.6617647058823529,0.058823529411764705,0.8620689655172413,0.7,0.0,0.0
4.A.3.a.2.I22,Position tools or equipment.,0.0003374532164578672,7.770022477767242e-05,0.966824644549763,0.978021978021978,0.6966824644549763,0.13186813186813187,0.7325581395348837,0.7446808510638298,0.0,0.0
4.A.3.a.2.I23,Tend watercraft.,2.829524450738801e-05,4.308465457279203e-06,1.0,1.0,0.5,0.6,0.5,1.0,0.0,0.0
4.A.3.a.2.I24,Adjust medical equipment to ensure adequate performance.,9.332655859701035e-06,1.36167060643346e-06,1.0,1.0,0.6,0.0,1.0,,0.0,0.0
4.A.3.a.2.I25,Engrave objects.,3.0412349607768645e-05,1.8155608085779464e-06,0.7272727272727273,0.0,0.36363636363636365,0.0,0.4838709677419355,0.8571428571428571,0.0,0.0
4.A.3.a.2.I26,Embalm corpses.,6.2779368188437355e-06,0.0,0.0,,0.0,,,,0.0,0.0
4.A.3.a.2.I27,Fabricate devices or components.,7.603721108108657e-05,6.399620717054422e-06,0.9107142857142857,0.5,0.6071428571428571,0.25,0.648,0.6363636363636364,0.0,0.0
4.A.3.a.2.I28,Create decorative objects or parts of objects.,0.0017900322962521387,0.000924608585489814,0.512751677852349,0.38975155279503104,0.4966442953020134,0.18167701863354038,0.510347129506008,0.48992644707387273,0.25465519571190487,0.07080890011959415
4.A.3.a.2.I29,Process animal carcasses.,1.3288299599885908e-05,0.0,1.0,,0.5,,1.0,1.0,0.0,0.0
4.A.3.a.2.I30,Drill holes in earth or materials.,4.3728742578328294e-05,8.364918643640412e-06,0.9411764705882353,0.9230769230769231,0.4117647058823529,0.0,0.7272727272727273,0.75,0.0,0.0
4.A.3.a.2.I31,Groom or style hair.,8.700346578906003e-05,8.66714147904472e-06,0.88,0.6,0.52,0.4,0.5584415584415584,0.48148148148148145,0.0,0.0
4.A.3.a.2.I32,"Set up classrooms, facilities, educational materials, or equipment.",7.990377174607141e-05,2.4054644752620316e-05,0.9230769230769231,0.8888888888888888,0.48717948717948717,0.25925925925925924,0.7397260273972602,0.6923076923076923,0.0,0.0
4.A.3.a.2.I33,Apply protective solutions or coatings.,0.00030906167097327446,7.437440903388935e-05,0.9366197183098591,0.9615384615384616,0.528169014084507,0.24358974358974358,0.816,0.7794117647058824,0.0,0.0
4.A.3.a.2.I34,Connect components or supply lines to equipment or tools.,0.0006373392818849884,0.00013345250924178876,0.9549295774647887,0.9794520547945206,0.6957746478873239,0.21232876712328766,0.7844827586206896,0.7619047619047619,0.6644157905177543,0.0
4.A.3.a.2.I35,"Join parts using soldering, welding, or brazing techniques.",1.8726686931447763e-05,1.7301226528801606e-06,0.9230769230769231,1.0,0.23076923076923078,0.5,0.6666666666666666,0.5,0.0,0.0
4.A.3.a.2.I36,Assemble products or work aids.,0.00023696357438741266,3.324103085823569e-05,0.9518072289156626,0.8636363636363636,0.7469879518072289,0.25,0.7044334975369458,0.5915492957746479,0.0,0.0
4.A.3.a.2.I37,Stock supplies or products.,2.845513097753159e-05,2.087894929864638e-06,0.7647058823529411,1.0,0.23529411764705882,0.0,0.7368421052631579,0.7142857142857143,0.0,0.0
4.A.3.a.2.I38,Collect environmental or biological samples.,2.3963625444160737e-05,1.8155608085779466e-06,0.8571428571428571,1.0,0.35714285714285715,0.0,0.6666666666666666,1.0,0.0,0.0
4.A.3.a.2.I39,Apply materials to fill gaps or imperfections.,0.00013954244039879882,4.863093647127064e-05,0.9726027397260274,0.9423076923076923,0.6575342465753424,0.23076923076923078,0.8352941176470589,0.7692307692307693,0.0,0.0
4.A.3.a.2.I40,Remove workpieces from production equipment.,5.829512760354896e-06,4.668002302957515e-06,1.0,1.0,0.75,0.2857142857142857,1.0,,0.0,0.0
4.A.3.a.2.I41,Position materials or components for assembly.,0.00016368420403554666,4.465558476571355e-05,0.967479674796748,0.9259259259259259,0.6341463414634146,0.12962962962962962,0.7435897435897436,0.6415094339622641,0.0,0.0
4.A.3.a.2.I42,Package objects.,6.871993147340728e-05,1.3949245918963273e-05,0.9393939393939394,0.8181818181818182,0.5151515151515151,0.09090909090909091,0.8409090909090909,0.7777777777777778,0.0,0.0
4.A.3.a.2.I43,Install plumbing or piping equipment or systems.,3.183649126263203e-05,6.8396294998780954e-06,0.9473684210526315,0.8888888888888888,0.47368421052631576,0.4444444444444444,1.0,0.5,0.0,0.0
4.A.3.a.2.I44,Hunt animals.,0.00012006305041561705,2.7028649631461158e-06,0.8888888888888888,1.0,0.48148148148148145,0.0,0.6842105263157895,0.6,0.0,0.0
4.A.3.a.2.I45,Apply decorative finishes.,0.0008281764848799547,0.0003334434547066476,0.6229508196721312,0.583969465648855,0.5136612021857924,0.20610687022900764,0.5369705671213209,0.5188034188034188,0.31998566693541164,0.0
4.A.3.a.2.I46,Set up equipment.,0.0019577333352947773,0.00046929856879880964,0.9528403001071811,0.9476635514018692,0.7888531618435155,0.39626168224299063,0.7201492537313433,0.6837121212121212,0.751651083471474,0.0
4.A.3.a.2.I47,Prepare specimens or materials for testing.,5.136879871719548e-05,1.2657711311033601e-05,1.0,0.9333333333333333,0.38235294117647056,0.2,0.6341463414634146,0.6666666666666666,0.0,0.0
4.A.3.a.3.I01,Operate office equipment.,0.0005869671684108324,5.133133181288771e-05,0.8544600938967136,0.8571428571428571,0.539906103286385,0.2653061224489796,0.6846846846846847,0.5903614457831325,0.4613282197094933,0.0
4.A.3.a.3.I02,Operate pumping systems or equipment.,1.5558316504881368e-05,2.420747744770595e-06,1.0,1.0,0.7272727272727273,0.5,1.0,,0.0,0.0
4.A.3.a.3.I03,Operate construction or excavation equipment.,4.472237314635904e-06,9.903058955879708e-07,1.0,1.0,0.0,0.0,1.0,,0.0,0.0
4.A.3.a.3.I04,Operate medical equipment.,2.2859662003853224e-05,4.3119569203726225e-06,0.8888888888888888,1.0,0.4444444444444444,0.5,0.7777777777777778,0.0,0.0,0.0
4.A.3.a.3.I05,Operate audiovisual or related equipment.,0.0003117609123784104,4.5194228225500274e-05,0.8359375,0.775,0.4921875,0.375,0.7072072072072072,0.6022727272727273,0.0,0.0
4.A.3.a.3.I06,Operate industrial processing or production equipment.,1.3322020803008315e-05,2.2512954026366537e-06,0.7777777777777778,1.0,0.5555555555555556,0.5,0.6923076923076923,,0.0,0.0
4.A.3.a.3.I07,Operate energy production or distribution equipment.,4.2351161079501385e-06,2.2824193022122752e-06,1.0,1.0,0.3333333333333333,0.0,0.5,0.5,0.0,0.0
4.A.3.a.3.I08,Operate lifting or moving equipment.,9.22431284417104e-06,1.556194978781097e-06,1.0,1.0,0.16666666666666666,0.0,0.8571428571428571,,0.0,0.0
4.A.3.a.3.I09,Operate laboratory or field equipment.,3.7179202080562744e-05,2.2063237527230275e-06,0.9032258064516129,0.5,0.4838709677419355,0.0,0.5348837209302325,1.0,0.0,0.0
4.A.3.a.3.I10,Operate communications equipment or systems.,0.0006059206792708773,0.0007883806185308765,0.8571428571428571,0.7330508474576272,0.6455026455026455,0.4004237288135593,0.6578947368421053,0.6229749631811488,0.5532879818594104,0.29353095374892274
4.A.3.a.3.I11,Operate agricultural or forestry equipment.,1.568645523213911e-05,2.9632546054290053e-06,1.0,1.0,0.3,0.3333333333333333,0.2857142857142857,0.0,0.0,0.0
4.A.3.a.3.I12,Operate cutting or grinding equipment.,5.4220291212307916e-05,8.547101652690026e-07,0.9473684210526315,1.0,0.42105263157894735,0.5,0.5625,0.6,0.0,0.0
4.A.3.a.4.I01,Operate transportation equipment or vehicles.,0.0001062346036543696,4.725797987033772e-06,0.9166666666666666,1.0,0.3333333333333333,0.3333333333333333,0.6470588235294118,,0.0,0.0
4.A.3.b.1.I01,Program computer systems or production equipment.,0.00579035261396542,0.0012163632706196697,0.8610634648370498,0.8732510288065843,0.7861635220125787,0.4617283950617284,0.6319327731092437,0.6101398601398601,0.6769366861926492,0.4032047960168674
4.A.3.b.1.I02,Implement security measures for computer or information systems.,0.00046183730889775193,0.0003012058915539272,0.9315789473684211,0.8169642857142857,0.631578947368421,0.23660714285714285,0.6824817518248175,0.6031746031746031,0.0,0.0
4.A.3.b.1.I03,"Set up computer systems, networks, or other information systems.",0.0011475058083457717,0.0004239348764424122,0.9181494661921709,0.9281314168377823,0.6832740213523132,0.28336755646817247,0.6811797752808989,0.680628272251309,0.6273476779676043,0.0
4.A.3.b.1.I04,Resolve computer problems.,0.00625549099616492,0.0017028893461071442,0.8637284701114488,0.9018663455749548,0.7411347517730497,0.3822998193859121,0.611090708777084,0.6343954248366013,0.6401391852953645,0.34478334102353786
4.A.3.b.1.I05,Operate computer systems or computerized equipment.,0.013006923593265543,0.010870987147036413,0.7865201041365346,0.7051303337207372,0.5753543534856812,0.4009629752614976,0.583103448275862,0.5598818683453797,0.45252776601896655,0.2827311565557995
4.A.3.b.1.I06,Process digital or online data.,0.004955708361929377,0.007327795265424009,0.8087885985748219,0.8136200716845878,0.6353919239904988,0.3628036638789327,0.5843060959792478,0.568837269998695,0.5138977437500353,0.2951843430126083
4.A.3.b.4.I01,Maintain facilities or equipment.,0.0007618040778274701,0.00015814994180689515,0.95260663507109,0.9680851063829787,0.6943127962085308,0.17553191489361702,0.7723342939481268,0.7803030303030303,0.661406976483008,0.0
4.A.3.b.4.I02,Maintain tools or equipment.,0.0004472613070632729,0.00010378009405585195,0.9479166666666666,0.9850746268656716,0.6944444444444444,0.27611940298507465,0.7591623036649214,0.7692307692307693,0.0,0.0
4.A.3.b.4.I03,Repair electrical or electronic equipment.,0.0001289189604844162,1.4630441506414336e-05,0.9247311827956989,1.0,0.6559139784946236,0.3181818181818182,0.7157894736842105,0.6666666666666666,0.0,0.0
4.A.3.b.4.I04,"Maintain electronic, computer, or other technical equipment.",0.0008363361206319735,0.00012543273147832293,0.9376443418013857,0.9745222929936306,0.6605080831408776,0.21019108280254778,0.674863387978142,0.654320987654321,0.6193216668711231,0.0
4.A.3.b.4.I05,Repair workpieces or products.,0.00040717142882604646,6.750954233171946e-05,0.9052631578947369,0.9746835443037974,0.7157894736842105,0.27848101265822783,0.7365853658536585,0.5961538461538461,0.0,0.0
4.A.3.b.4.I06,Repair tools or equipment.,0.00018672456506275224,1.848735382282917e-05,0.9047619047619048,0.96,0.6428571428571429,0.32,0.7307692307692307,0.7692307692307693,0.0,0.0
4.A.3.b.4.I07,Repair vehicle components.,8.706686845398103e-05,9.341168038700333e-06,0.8135593220338984,1.0,0.4745762711864407,0.07142857142857142,0.7941176470588235,1.0,0.0,0.0
4.A.3.b.4.I08,Maintain vehicles in working condition.,0.00017955450985413426,3.712531599283072e-05,0.94,0.9795918367346939,0.56,0.24489795918367346,0.7419354838709677,0.8,0.0,0.0
4.A.3.b.4.I09,Maintain medical equipment or instruments.,1.0443298073251165e-05,6.407861677333929e-07,1.0,1.0,0.5714285714285714,0.0,0.6666666666666666,1.0,0.0,0.0
4.A.3.b.6.I01,"Prepare financial documents, reports, or budgets.",0.00029558945466566625,5.477433047710299e-05,0.8811188811188811,0.8840579710144928,0.5944055944055944,0.42028985507246375,0.6131147540983607,0.6067415730337079,0.0,0.0
4.A.3.b.6.I02,Record information about legal matters.,5.056320974657477e-05,3.417566503765295e-05,0.896551724137931,0.8928571428571429,0.3448275862068966,0.32142857142857145,0.7572815533980582,0.75,0.0,0.0
4.A.3.b.6.I03,Present research or technical information.,0.010027972957078657,0.03385210846157004,0.911062906724512,0.9044021440931921,0.82739386427022,0.5942683493014814,0.6755747126436782,0.6773157156432418,0.7538078589880529,0.5374575692749818
4.A.3.b.6.I04,Record information about environmental conditions.,9.362218050254637e-05,4.3499700358702386e-05,0.8536585365853658,0.8125,0.4634146341463415,0.3125,0.6129032258064516,0.7123287671232876,0.0,0.0
4.A.3.b.6.I05,Record images with photographic or audiovisual equipment.,0.0004164867063589829,4.34311049221377e-05,0.6474820143884892,0.48484848484848486,0.4244604316546763,0.15151515151515152,0.6343283582089553,0.5333333333333333,0.0,0.0
4.A.3.b.6.I06,Prepare health or medical documents.,0.000178838902302427,5.49710735453031e-05,0.9506172839506173,0.9574468085106383,0.6666666666666666,0.46808510638297873,0.774869109947644,0.7948717948717948,0.0,0.0
4.A.3.b.6.I07,Prepare proposals or grant applications.,0.00014715862348848593,5.9780005652790966e-05,0.9375,0.9607843137254902,0.765625,0.45098039215686275,0.7491289198606271,0.7653631284916201,0.0,0.0
4.A.3.b.6.I08,Maintain operational records.,0.0002919240647745409,4.8646177463259536e-05,0.8675496688741722,0.8983050847457628,0.5562913907284768,0.3559322033898305,0.6610738255033557,0.6582278481012658,0.0,0.0
4.A.3.b.6.I09,"Document technical designs, procedures, or activities.",0.0009009788062543194,0.0012828731298337452,0.8915187376725838,0.932089552238806,0.6824457593688363,0.4261194029850746,0.665650406504065,0.6390041493775933,0.6084131819225128,0.3971814435286255
4.A.3.b.6.I10,Maintain sales or financial records.,0.00016065475304346836,1.561789340871983e-05,0.8658536585365854,0.9473684210526315,0.5487804878048781,0.21052631578947367,0.6581196581196581,0.717948717948718,0.0,0.0
4.A.3.b.6.I11,Maintain health or medical records.,1.782518126990124e-05,2.9567704596840845e-06,1.0,1.0,0.5454545454545454,0.5,0.8085106382978723,0.7647058823529411,0.0,0.0
4.A.3.b.6.I12,Prepare informational or instructional materials.,0.007310687142068901,0.019549218718495347,0.9035265504661533,0.9198177366702938,0.8123226591001216,0.529107725788901,0.6925024342745861,0.6818235018726592,0.7339550900422258,0.48668267078991334
4.A.3.b.6.I13,"Prepare documentation for contracts, applications, or permits.",0.000937785559979496,0.00018999058696956056,0.9349593495934959,0.958041958041958,0.7018970189701897,0.3706293706293706,0.7885304659498208,0.7859424920127795,0.6562451803379823,0.0
4.A.3.b.6.I14,Prepare legal or regulatory documents.,0.00034011889243131156,4.989169580407584e-05,0.9391891891891891,0.9375,0.6554054054054054,0.2708333333333333,0.8083623693379791,0.8705035971223022,0.0,0.0
4.A.3.b.6.I15,Prepare reports of operational or procedural activities.,0.0004225610642016561,0.00029883721450428227,0.8744939271255061,0.9267399267399268,0.757085020242915,0.4432234432234432,0.658267716535433,0.6540284360189573,0.0,0.0
4.A.3.b.6.I16,Write material for artistic or commercial purposes.,0.014925782460687605,0.010471703964923898,0.8618476137315099,0.8850691619202604,0.8247278816634106,0.5394629780309195,0.6981864259127267,0.691430087556381,0.7107897567894534,0.47746204585283375
4.A.4.a.1.I01,Explain technical details of products or services.,0.02238834395642933,0.023471973677689738,0.9211775878442545,0.9133990354371986,0.8814272147605481,0.6433214510379535,0.7111478862644802,0.6698128299472085,0.8119509955534013,0.5876091928541257
4.A.4.a.1.I02,"Explain regulations, policies, or procedures.",0.013119308558137737,0.011925999617584096,0.9351697933982427,0.9249392113331218,0.8513417240560437,0.5553441167142404,0.7183338056106546,0.6827526775821741,0.7961490641967941,0.5136595493321587
4.A.4.a.1.I03,"Interpret language, cultural, or religious information for others.",0.0074071831787471615,0.00816917286396892,0.910394265232975,0.8979346781940442,0.7792114695340502,0.4233909702209414,0.7604290822407628,0.7466873414152805,0.7093896532675583,0.38017743459560516
4.A.4.a.1.I04,Explain financial information.,0.004335841244157865,0.004536395315795366,0.9122807017543859,0.8983050847457628,0.8421052631578947,0.5053672316384181,0.6978664831383344,0.679125752296484,0.768236380424746,0.4539739538446807
4.A.4.a.1.I05,Explain medical information to patients or family members.,0.0013334484255694808,0.0043564107535287964,0.9701897018970189,0.9578767123287671,0.8509485094850948,0.5164383561643836,0.875886524822695,0.823768115942029,0.8255814807470567,0.49468427472321264
4.A.4.a.2.I01,Communicate environmental or sustainability information.,0.000858409336151722,0.0025486787081939887,0.9348659003831418,0.929701230228471,0.6628352490421456,0.44112478031634444,0.7127937336814621,0.6813324952859836,0.6196620719014695,0.41011425094436943
4.A.4.a.2.I02,"Assist scientists, scholars, or technical specialists with projects or research.",0.001530735315374867,0.0039958794639710395,0.8081896551724138,0.7886151797603196,0.6939655172413793,0.3129161118508655,0.6157635467980296,0.5975457049837215,0.5608557520808561,0.24677039579717056
4.A.4.a.2.I03,Communicate with others about operational plans or activities.,0.0009391521922049871,0.002820792935218895,0.9337231968810916,0.899221934049648,0.6530214424951267,0.4142274916635791,0.7119845360824743,0.6515185103081357,0.6097412689184517,0.37248244619025805
4.A.4.a.2.I04,Coordinate with others to resolve problems.,0.0013546503975062673,0.0005587430036509703,0.8323586744639376,0.7352342158859471,0.557504873294347,0.23014256619144602,0.6084568918176826,0.5694864048338368,0.46404401734246814,0.1692086891957475
4.A.4.a.2.I05,Confer with healthcare or other professionals about patient care.,3.811938380005336e-05,9.726570697693797e-06,0.875,1.0,0.3125,0.0,0.7948717948717948,0.8333333333333334,0.0,0.0
4.A.4.a.2.I06,Communicate with others about business strategies.,0.00025435782701122543,0.0006628076013067762,0.9423076923076923,0.9474548440065681,0.6602564102564102,0.43349753694581283,0.7240143369175627,0.7091800981079187,0.0,0.4107193412442266
4.A.4.a.2.I07,Collaborate in the development of educational programs.,8.342659841750316e-05,5.2595996030186125e-05,0.9230769230769231,0.9111111111111111,0.5769230769230769,0.3111111111111111,0.7654320987654321,0.723404255319149,0.0,0.0
4.A.4.a.2.I08,Notify others of emergencies or problems.,0.00027791661060305424,0.0004945311420868216,0.7733333333333333,0.8475452196382429,0.4666666666666667,0.2739018087855297,0.5963302752293578,0.6109936575052854,0.0,0.0
4.A.4.a.2.I09,Communicate with others about specifications or project details.,0.007188480626169377,0.00852334603531575,0.6191626409017713,0.7805266203703703,0.6159420289855072,0.41507523148148145,0.550687871987511,0.5639234740358335,0.381368293309062,0.32397726762768986
4.A.4.a.2.I10,Signal others to coordinate work activities.,3.3483111069721465e-05,7.400090477046633e-05,0.9166666666666666,0.9787234042553191,0.4166666666666667,0.06382978723404255,0.675,0.734375,0.0,0.0
4.A.4.a.2.I11,"Coordinate activities with clients, agencies, or organizations.",0.0002970857116100291,0.0002178001186679178,0.9055555555555556,0.7277486910994765,0.4722222222222222,0.1518324607329843,0.7085610200364298,0.5664893617021277,0.0,0.0
4.A.4.a.2.I12,"Discuss legal matters with clients, disputants, or legal professionals or staff.",0.00019461141813025492,0.0003194779404261229,0.8837209302325582,0.9448529411764706,0.5697674418604651,0.22426470588235295,0.7912621359223301,0.778021978021978,0.0,0.0
4.A.4.a.2.I13,Confer with clients to determine needs or order specifications.,0.001990848279270718,0.010684590671068887,0.5369774919614148,0.5828598484848485,0.6012861736334405,0.21275252525252525,0.5183723048891589,0.5695488721804511,0.3228771414687606,0.12400490463345577
4.A.4.a.3.I01,Present information in legal proceedings.,1.7427981869747397e-05,2.3941461212016874e-06,1.0,1.0,0.5,0.5,0.7777777777777778,0.75,0.0,0.0
4.A.4.a.3.I02,Provide information or assistance to the public.,0.0356309814671419,0.13749276535704522,0.8843351548269581,0.8632704833733288,0.8764799635701275,0.7035584504628043,0.6842684268426843,0.6629486540378864,0.7751020442865153,0.6073612436124153
4.A.4.a.3.I03,"Provide information to guests, clients, or customers.",0.01338707644743677,0.11538968747375772,0.90464048954615,0.8714125356471087,0.8895971443141254,0.7315393483405134,0.6934426229508197,0.6625140194978862,0.8047655961311874,0.6374725584630403
4.A.4.a.4.I01,Develop professional relationships or networks.,0.0005828659458111048,0.0001556092868502684,0.9470899470899471,0.9256198347107438,0.4708994708994709,0.12396694214876033,0.7599243856332704,0.7774294670846394,0.44598415497886396,0.0
4.A.4.a.5.I01,Assist others to access additional services or resources.,0.007192477458035201,0.032717543269657264,0.8587324625060474,0.883155746996146,0.7116594097726173,0.392110632509635,0.6899302093718843,0.6559410738515216,0.61112503741964,0.34629475855917796
4.A.4.a.5.I02,Administer therapeutic treatments.,8.924853027986807e-05,4.854463781031032e-06,0.9523809523809523,1.0,0.5714285714285714,0.0,0.8043478260869565,0.7222222222222222,0.0,0.0
4.A.4.a.5.I03,Administer basic health care or medical treatments.,0.00021068054582819878,4.807306357431606e-06,0.961038961038961,1.0,0.5844155844155844,0.4,0.8285714285714286,0.6666666666666666,0.0,0.0
4.A.4.a.5.I04,Care for plants or animals.,0.0011829783089627195,0.00016344905603299067,0.948849104859335,0.9583333333333334,0.6675191815856778,0.20833333333333334,0.8429319371727748,0.8305084745762712,0.6333749779240063,0.0
4.A.4.a.5.I05,Intervene in crisis situations or emergencies.,0.00010009798835698903,5.50851143929873e-05,0.9523809523809523,0.7441860465116279,0.5952380952380952,0.06976744186046512,0.65625,0.4689655172413793,0.0,0.0
4.A.4.a.5.I06,Fit assistive devices to patients or clients.,1.2944194238453447e-05,0.0,1.0,,0.625,,1.0,0.5,0.0,0.0
4.A.4.a.5.I07,Administer emergency medical treatment.,2.7472680779897377e-05,1.6310920633213635e-06,0.7272727272727273,1.0,0.36363636363636365,0.5,0.6666666666666666,0.25,0.0,0.0
4.A.4.a.5.I08,Assist individuals with paperwork.,0.0015038193945136472,0.0012480615150152622,0.90625,0.9420625724217845,0.7265625,0.3870220162224797,0.7417640807651434,0.7276550998948476,0.658447265625,0.36459895618641486
4.A.4.a.5.I09,Assist individuals with special needs.,0.00012873862134184453,0.0001559234546232607,0.9069767441860465,0.952755905511811,0.5348837209302325,0.16535433070866143,0.7358490566037735,0.691304347826087,0.0,0.0
4.A.4.a.5.I10,"Provide general assistance to others, such as customers, patrons, or motorists.",0.010157437357525357,0.11038791779993687,0.8431683168316831,0.8255471736409459,0.7651485148514852,0.5177598863367274,0.6394184168012924,0.640147341246104,0.6451489853935889,0.42743521078994273
4.A.4.a.5.I11,Assist healthcare practitioners during medical procedures.,5.0651535697489235e-06,0.0,1.0,,0.3333333333333333,,0.5,1.0,0.0,0.0
4.A.4.a.5.I12,"Treat injuries, illnesses, or diseases.",0.00019478558539881045,1.4103802952263678e-05,0.9295774647887324,0.8181818181818182,0.5352112676056338,0.09090909090909091,0.8225806451612904,0.8823529411764706,0.0,0.0
4.A.4.a.6.I01,Advocate for individual or community needs.,0.0008024914728560192,0.0006131934977210282,0.8825622775800712,0.9049881235154394,0.5195729537366548,0.23515439429928742,0.7428256070640177,0.7342047930283224,0.458555489418827,0.21281193403332188
4.A.4.a.6.I02,Sell products or services.,0.00025770291664598194,0.00020771773687019448,0.9130434782608695,0.8950276243093923,0.5739130434782609,0.20994475138121546,0.7204301075268817,0.6451612903225806,0.0,0.0
4.A.4.a.6.I03,"Promote products, services, or programs.",0.0013990847215042906,0.008540609196166242,0.91651865008881,0.9171514190022916,0.7886323268206039,0.45848757271285034,0.6959813628421666,0.683489381137246,0.7227962355940171,0.420502527908507
4.A.4.a.7.I01,Mediate disputes.,6.976811991878097e-05,3.582723288275211e-05,1.0,0.6521739130434783,0.48,0.21739130434782608,0.7435897435897436,0.5697674418604651,0.0,0.0
4.A.4.a.7.I02,Negotiate contracts or agreements.,0.0001062316409184753,1.3083393300913023e-05,0.9285714285714286,0.9230769230769231,0.5952380952380952,0.15384615384615385,0.8271604938271605,0.9090909090909091,0.0,0.0
4.A.4.a.7.I03,Resolve personnel or operational problems.,0.00047854868915229174,0.0002964944013609978,0.868,0.8753993610223643,0.688,0.2971246006389776,0.662828947368421,0.6102841677943166,0.0,0.0
4.A.4.a.8.I01,Present arts or entertainment performances.,0.00040182600450793134,0.0004518484339469738,0.8260869565217391,0.7816593886462883,0.7130434782608696,0.3406113537117904,0.708502024291498,0.6885245901639344,0.0,0.0
4.A.4.a.8.I02,Conduct amusement or gaming activities.,0.002653464788269574,0.000737560770324938,0.9008695652173913,0.85995085995086,0.72,0.3366093366093366,0.6394557823129252,0.6305578011317704,0.6486260869565217,0.2894674884846875
4.A.4.a.8.I03,Respond to customer problems or inquiries.,0.08791386573444089,0.1565416137622822,0.8819444444444444,0.8427627022602783,0.8839058524173028,0.6955109236290373,0.6585714285714286,0.6413606238312705,0.7795558559513712,0.5861506654491495
4.A.4.b.3.I01,Teach life skills.,0.0005038732476454278,0.0013230055548770837,0.9126984126984127,0.9430719656283566,0.6111111111111112,0.2663802363050483,0.7784431137724551,0.7978208232445521,0.5577601410934745,0.25121573305674805
4.A.4.b.3.I02,Teach academic or vocational subjects.,0.002151104648772538,0.014279980298549245,0.8627002288329519,0.8421248142644874,0.7185354691075515,0.3803863298662704,0.7112676056338029,0.6555516555516555,0.6198807136236771,0.320332767387383
4.A.4.b.3.I03,Teach safety procedures or standards to others.,9.172878812828861e-05,0.0005982831848869013,0.9791666666666666,0.9556313993174061,0.5625,0.24744027303754265,0.7457627118644068,0.7621440536013401,0.0,0.23646169437034792
4.A.4.b.3.I04,Train others on operational or work procedures.,0.00016041817236647603,0.002873181700737236,0.9230769230769231,0.9190791768399024,0.6703296703296703,0.3498430415068015,0.7402597402597403,0.6696571611662928,0.0,0.32153345461123894
4.A.4.b.3.I05,Train others to use equipment or products.,0.00012624394499466613,0.0020254378591160974,0.9565217391304348,0.9396135265700483,0.5942028985507246,0.29178743961352654,0.7280701754385965,0.6845410628019324,0.0,0.2741674251441107
4.A.4.b.3.I06,Train others on health or medical topics.,4.727658567417821e-05,0.0005293659856326574,0.9230769230769231,0.9541062801932367,0.6153846153846154,0.2922705314009662,0.8387096774193549,0.7398190045248869,0.0,0.27885714952507645
4.A.4.b.4.I01,Supervise personnel activities.,5.581048281093353e-05,4.668584936343291e-06,0.9666666666666667,0.75,0.23333333333333334,0.0,0.691358024691358,0.6666666666666666,0.0,0.0
4.A.4.b.4.I02,Serve on organizational committees.,2.1073328558082684e-05,3.6853526542952336e-06,0.9166666666666666,1.0,0.4166666666666667,0.25,0.7407407407407407,1.0,0.0,0.0
4.A.4.b.4.I03,Coordinate artistic or entertainment activities.,0.00032318690409713753,0.00019284401030031628,0.8297872340425532,0.8402777777777778,0.5886524822695035,0.18055555555555555,0.6894075403949731,0.6235864297253635,0.0,0.0
4.A.4.b.4.I04,Manage agricultural or forestry operations.,1.2865833266616509e-05,2.0906457795746052e-06,0.8888888888888888,1.0,0.5555555555555556,0.0,0.7647058823529411,0.625,0.0,0.0
4.A.4.b.4.I05,Supervise activities in correctional facilities.,0.0,0.0,,,,,0.0,,0.0,0.0
4.A.4.b.4.I06,Direct scientific or technical activities.,0.0001235551397672733,0.00015834578516067294,0.8607594936708861,0.8913043478260869,0.6329113924050633,0.43478260869565216,0.5961538461538461,0.5960264900662252,0.0,0.0
4.A.4.b.4.I07,Manage human resources activities.,7.112116411663914e-05,1.9315954190931313e-05,0.9743589743589743,1.0,0.46153846153846156,0.0,0.7378640776699029,0.6666666666666666,0.0,0.0
4.A.4.b.4.I08,Manage control systems or activities.,0.0002611719342641149,6.764973357696609e-05,0.8950276243093923,0.8421052631578947,0.56353591160221,0.3026315789473684,0.6501766784452296,0.6601307189542484,0.0,0.0
4.A.4.b.4.I09,Manage budgets or finances.,0.0004118978885243445,5.090412633408743e-05,0.8877005347593583,0.8548387096774194,0.47058823529411764,0.12903225806451613,0.6985915492957746,0.6618705035971223,0.0,0.0
4.A.4.b.4.I10,Direct construction or extraction activities.,6.4193977106436335e-06,2.8553071119296175e-06,0.75,1.0,0.75,0.4,0.5,0.6,0.0,0.0
4.A.4.b.4.I11,"Coordinate group, community, or public activities.",0.00032404578197982195,0.00012553064245810508,0.9367088607594937,0.8991596638655462,0.5759493670886076,0.3277310924369748,0.7188755020080321,0.7197640117994101,0.0,0.0
4.A.4.b.4.I12,"Direct organizational operations, activities, or procedures.",0.0001845121731558105,3.615147582901791e-05,0.9516129032258065,0.9285714285714286,0.5241935483870968,0.3333333333333333,0.7285714285714285,0.6910569105691057,0.0,0.0
4.A.4.b.4.I13,Assign work to others.,0.00014604280273125517,1.7982878907287717e-05,0.8333333333333334,1.0,0.4791666666666667,0.25,0.6235294117647059,0.6896551724137931,0.0,0.0
4.A.4.b.4.I14,Coordinate regulatory compliance activities.,0.00015236992482468267,0.00010534822885466366,0.9484536082474226,0.8210526315789474,0.5051546391752577,0.24210526315789474,0.6883116883116883,0.6451612903225806,0.0,0.0
4.A.4.b.4.I15,Direct security or safety activities or operations.,3.4273724401407385e-05,0.00012994237877787777,0.9565217391304348,0.6125,0.43478260869565216,0.1125,0.6666666666666666,0.5130434782608696,0.0,0.0
4.A.4.b.4.I16,Direct legal activities.,9.033253533780707e-06,2.906846017311739e-06,0.6,1.0,0.4,0.25,0.5,0.5,0.0,0.0
4.A.4.b.5.I01,Coach others.,0.0005123711115653438,0.005455693227197307,0.8914285714285715,0.8690274072277467,0.6114285714285714,0.29711375212224106,0.7871485943775101,0.7148158328752061,0.5450448979591836,0.2581999936584986
4.A.4.b.5.I02,Provide support or encouragement to others.,0.003410230701407014,0.016222686196322552,0.8736263736263736,0.8032158449579384,0.6840659340659341,0.18027899052284102,0.7793671434763763,0.7009726603575184,0.59761804129936,0.1448029417009679
4.A.4.b.6.I01,Advise patients or clients on medical issues.,0.0005249354465867859,0.001340251505964724,0.967032967032967,0.963669391462307,0.6813186813186813,0.28610354223433243,0.8439306358381503,0.8049568965517241,0.6588576258905929,0.2757092264401696
4.A.4.b.6.I02,Advise others on products or services.,0.005110554193336755,0.023976748807407525,0.9238900634249472,0.9152642615194365,0.8509513742071881,0.5223936770794129,0.7403100775193798,0.6797327128452956,0.786185519087825,0.4781282630745118
4.A.4.b.6.I03,Advise others on environmental sustainability or green practices.,0.00013821068844045828,0.0005295052552876288,0.9230769230769231,0.9724770642201835,0.6153846153846154,0.32339449541284404,0.8387096774193549,0.7357293868921776,0.0,0.3144937294840502
4.A.4.b.6.I04,Advise others on the design or use of technologies.,0.004064679622617948,0.01030237979326996,0.9138149556400507,0.9119330224671471,0.8181242078580482,0.4331284442560407,0.6888349514563107,0.661266703276588,0.7476141367118538,0.39498413128690446
4.A.4.b.6.I05,Advise others on business or operational matters.,0.001068422843332685,0.003444741181029376,0.9287211740041929,0.9209225700164745,0.750524109014675,0.3759472817133443,0.7325456498388829,0.713949003642597,0.6970276316425598,0.34621833686616055
4.A.4.b.6.I06,Advise others on healthcare or wellness issues.,0.001725902650221428,0.004668596484522935,0.9407114624505929,0.9571045576407506,0.7213438735177866,0.35090854929997023,0.8161764705882353,0.8141307534447376,0.6785764501866925,0.3358561718501055
4.A.4.b.6.I07,Advise others on educational or vocational matters.,0.0013721227690355027,0.0034119111699444497,0.9274924471299094,0.8967013888888888,0.7492447129909365,0.4001736111111111,0.7595473833097596,0.7374110953058322,0.6949188123511103,0.3588362328800154
4.A.4.b.6.I08,Advise others on legal or regulatory matters.,0.0008325590762568113,0.002193160585439087,0.953168044077135,0.9320388349514563,0.7107438016528925,0.3592233009708738,0.7642679900744417,0.7542126670540383,0.6774582792614348,0.3348100669243096
4.A.4.b.6.I09,Advise others on workplace health or safety issues.,7.378584307673646e-05,0.0005541010220231932,0.926829268292683,0.9438202247191011,0.5853658536585366,0.2546816479400749,0.7816091954022989,0.7210626185958254,0.0,0.2403736901906325
4.A.4.b.6.I10,Counsel others about personal matters.,0.0005424567368969861,0.0004996245751357287,0.8686131386861314,0.8820058997050148,0.6423357664233577,0.20058997050147492,0.7763496143958869,0.8071278825995807,0.5579412861633545,0.0
4.A.4.b.6.I11,Advise others on financial matters.,0.0005297667512394429,0.001479902551538093,0.9416666666666667,0.902118334550767,0.6875,0.30241051862673485,0.7537993920972644,0.7150259067357513,0.6473958333333333,0.27281007341418373
4.A.4.c.1.I01,Perform administrative or clerical activities.,0.00584080193812425,0.0024915146217879057,0.8911745189117452,0.8983818770226537,0.6516257465162575,0.2634304207119741,0.698474636395885,0.6834752981260648,0.5807122611621326,0.23666111582409063
4.A.4.c.1.I02,Perform court-related or other legal administrative activities.,0.0001993082399327652,6.634725492027931e-05,0.9436619718309859,0.9574468085106383,0.6338028169014085,0.2765957446808511,0.8099173553719008,0.797752808988764,0.0,0.0
4.A.4.c.1.I03,Execute financial transactions.,0.0009316492492401013,1.5837155675278398e-05,0.9249146757679181,1.0,0.5665529010238908,0.3333333333333333,0.6547619047619048,0.7272727272727273,0.5240130927558854,0.0
4.A.4.c.1.I04,Issue documentation.,0.0008094170346486072,0.0004970885599022761,0.9337748344370861,0.9351620947630923,0.7119205298013245,0.49625935162094764,0.7032040472175379,0.676905574516496,0.6647734748475944,0.0
4.A.4.c.1.I05,Process shipments or mail.,9.233269130436348e-05,8.196746178640434e-06,0.9459459459459459,1.0,0.5135135135135135,0.0,0.5581395348837209,0.625,0.0,0.0
4.A.4.c.1.I06,Process forensic or legal evidence.,3.512700420188676e-05,3.8040321703537925e-06,0.9,1.0,0.5,0.0,0.8666666666666667,1.0,0.0,0.0
4.A.4.c.2.I01,Perform recruiting or hiring activities.,9.854770926883712e-05,4.327914684973851e-05,0.9230769230769231,0.9,0.38461538461538464,0.2,0.72,0.6041666666666666,0.0,0.0
4.A.4.c.2.I02,Perform human resources activities.,0.0002335404277864647,0.00014605764992588495,0.9529411764705882,0.9468085106382979,0.5647058823529412,0.1276595744680851,0.708994708994709,0.6896551724137931,0.0,0.0
4.A.4.c.3.I01,"Replenish inventories of materials, equipment, or products.",4.336109601647943e-05,1.0482898776887664e-05,0.9230769230769231,0.8,0.38461538461538464,0.0,0.7307692307692307,0.6666666666666666,0.0,0.0
4.A.4.c.3.I02,Order medical tests or procedures.,2.06553633365442e-05,9.903058955879708e-07,0.6666666666666666,1.0,0.5,0.0,0.875,0.8571428571428571,0.0,0.0
4.A.4.c.3.I03,"Distribute materials, supplies, or resources.",0.00010979239849624397,0.0012319895948463898,0.8636363636363636,0.8777142857142857,0.45454545454545453,0.4845714285714286,0.797752808988764,0.5841584158415841,0.0,0.42531526530612246
4.A.4.c.3.I04,Collect fares or payments.,5.728059763369725e-05,3.4927931745975727e-06,0.9285714285714286,1.0,0.5357142857142857,0.0,0.7272727272727273,1.0,0.0,0.0
4.A.4.c.3.I05,Purchase goods or services.,0.004663602674327757,3.938104453589652e-05,0.912291933418694,0.926829268292683,0.5653008962868118,0.07317073170731707,0.7151020408163266,0.7777777777777778,0.5157194476368161,0.0
4.A.4.c.3.I06,Prescribe medical treatments or devices.,8.576676310592074e-06,1.36167060643346e-06,1.0,1.0,0.0,0.5,0.6666666666666666,1.0,0.0,0.0
4.A.4.c.3.I07,Monitor resources or inventories.,0.0001376569189140693,4.4194730238559146e-05,0.8421052631578947,0.9333333333333333,0.39473684210526316,0.2222222222222222,0.668918918918919,0.640625,0.0,0.0