task_name
stringlengths
21
305
feedback_loop
float64
0
0.67
directive
float64
0
1
task_iteration
float64
0
0.85
validation
float64
0
0.71
learning
float64
0
0.95
filtered
float64
0
1
compile and record medical charts, reports, or correspondence, using typewriter or personal computer.
0
0.562044
0.357664
0
0
0.080292
compile and study occupational, educational, and economic information to assist counselees in determining and carrying out vocational and educational objectives.
0
0.398876
0.38764
0
0.123596
0.089888
compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.
0.025814
0.371235
0.307314
0.015366
0.263061
0.01721
compile bibliographies and prepare abstracts on subjects of interest to particular organizations or groups.
0
0.526971
0.207469
0
0.232365
0.033195
compile bibliographies of specialized materials for outside reading assignments.
0
0.479167
0.274306
0
0.190972
0.055556
compile budget data and documents, based on estimated revenues and expenses and previous budgets.
0
0.461538
0.384615
0
0
0.153846
compile cue words and phrases and cue announcers, cast members, and technicians during performances.
0
0.870968
0
0
0
0.129032
compile data and create statistical reports on library usage.
0
0.648649
0
0
0
0.351351
compile data for use in activities such as gene expression profiling, genome annotation, and structural bioinformatics.
0
0.313725
0.372549
0
0
0.313725
compile information about flights from flight plans, pilot reports, radar, or observations.
0
0.415385
0
0
0.353846
0.230769
compile information on content and context of information to be translated and on intended audience.
0
0
0
0
0
1
compile information on governmental incentive programs related to the installation of energy or water saving plumbing systems or devices.
0
0.319149
0
0
0.404255
0.276596
compile information or prepare reports on nanotechnology experiments or applications.
0
0.39759
0.349398
0
0.192771
0.060241
compile laboratory test data and perform appropriate analyses.
0.157895
0.394737
0.333333
0
0
0.114035
compile lists describing product or service offerings.
0
0
0
0
0
1
compile lists of books, periodicals, articles, and audio-visual materials on particular subjects.
0
0.45614
0.22807
0
0.273684
0.042105
compile medical care and census data for statistical reports on diseases treated, surgery performed, or use of hospital beds.
0
0.695652
0
0
0
0.304348
compile or develop materials to submit to granting or other funding organizations.
0
0.408516
0.532796
0
0.017261
0.041427
compile reports, charts, or graphs that describe and interpret findings of analyses.
0.026605
0.42915
0.249855
0.034702
0.24118
0.018508
compile scripts, program notes, and other material related to productions.
0
0.462963
0.302469
0
0.141975
0.092593
compile statistical, financial, accounting, or auditing reports and tables pertaining to such matters as cash receipts, expenditures, accounts payable and receivable, and profits and losses.
0
0.471429
0.257143
0
0.128571
0.142857
compile terminology and information to be used in translations, including technical terms such as those for legal or medical material.
0
0
0
0
0.589286
0.410714
compile, administer, and grade examinations or assign this work to others.
0
0.597403
0
0.207792
0
0.194805
compile, administer, and grade examinations, or assign this work to others.
0
0.605839
0.108029
0.166423
0.046715
0.072993
compile, analyze, and report data to explain economic phenomena and forecast market trends, applying mathematical models and statistical techniques.
0.042857
0.219643
0.2125
0
0.489286
0.035714
compile, log, or record testing or operational data for review and further analysis.
0
0.531792
0.17341
0
0.17341
0.121387
compile, record, and code results or data from interview or survey, using computer or specified form.
0.059603
0.610375
0.192053
0.029801
0.084989
0.023179
compile, record, and evaluate personal and financial data to verify completeness and accuracy, and to determine eligibility status.
0
0
0
0
0
1
compile, sort and verify the accuracy of data before it is entered.
0
0
0
0
0
1
complete administrative tasks, such as entering orders into computer, answering telephone calls, or maintaining medical or facility information.
0
0
0
0
0
1
complete and maintain accurate records or reports regarding the patients' histories and progress, services provided, or other required information.
0
0
0
0
0
1
complete customs paperwork.
0
0
0
0
0
1
complete form letters in response to requests or problems identified by correspondence.
0
0.459144
0.36965
0
0.058366
0.11284
complete insurance or other claim forms.
0
0.566038
0.358491
0
0
0.075472
complete loan applications, including credit analyses and summaries of loan requests, and submit to loan committees for approval.
0
0
0
0
0
1
complete models and simulations, using manual or automated tools, to analyze or predict system performance under different operating conditions.
0.205276
0.242374
0.174773
0.02803
0.323166
0.026381
complete work schedules, manage calendars, and arrange appointments.
0
0
0
0
0
1
comply with traffic regulations to operate vehicles in a safe and courteous manner.
0
0
0
0
0
1
compose and edit scripts or provide screenwriters with story outlines from which scripts can be written.
0
0.526055
0.359801
0
0
0.114144
compose and frame each shot, applying the technical aspects of light, lenses, film, filters, and camera settings to achieve the effects sought by directors.
0
0.514286
0
0
0
0.485714
compose business correspondence for supervisors, managers, and professionals.
0
0.372881
0.532203
0.067797
0
0.027119
compose correspondence requesting medical information and records.
0
0.419355
0.516129
0
0
0.064516
compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping web sites.
0
0.721311
0.186885
0
0.052459
0.039344
compose explanatory summaries of contents of books and other reference materials.
0
0.542453
0.35283
0.016038
0.061321
0.027358
compose images of products, using video or still cameras, lighting equipment, props, or photo or video editing software.
0
0.553125
0.35625
0
0
0.090625
compose letters in reply to correspondence concerning such items as requests for merchandise, damage claims, credit information requests, delinquent accounts, incorrect billing, or unsatisfactory service.
0.018483
0.43981
0.458768
0.069194
0.011374
0.00237
compose original music such as popular songs, symphonies, or sonatas.
0
0.511848
0.369668
0
0
0.118483
compose songs or create vocal arrangements.
0
0.464516
0.432258
0
0
0.103226
compose, type, and distribute meeting notes, routine correspondence, or reports, such as presentations or expense, statistical, or monthly reports.
0
0.410714
0.571429
0
0
0.017857
compound and dispense medications as prescribed by doctors and dentists, by calculating, weighing, measuring, and mixing ingredients, or oversee these activities.
0
0.166667
0
0
0.691667
0.141667
compound, package, and label pharmaceutical products, under direction of pharmacist.
0
0
0
0
0
1
compute and analyze data, using statistical formulas and computers or calculators.
0.123578
0.334344
0.199393
0.056103
0.251706
0.034875
compute and verify totals on report forms, requisitions, or bills, using adding machine or calculator.
0
0
0
0
0
1
compute costs of labor and materials in order to determine production costs of products and articles.
0
0.438735
0.205534
0
0.233202
0.12253
compute customer's installation or production costs and estimate savings from new services, products, or equipment.
0
0.288462
0
0
0.365385
0.346154
compute data such as gear dimensions and machine settings, applying knowledge of shop mathematics.
0.081191
0.399188
0.129905
0.058187
0.289581
0.041949
compute dimensions, areas, volumes, and weights.
0.086806
0.446181
0.112413
0.039931
0.275608
0.039063
compute estimates and actual costs of factors such as materials, labor, or outside contractors.
0
0
0
0
0
1
compute figures such as balances, totals, or commissions.
0
0.708696
0.126087
0
0
0.165217
compute final estimation of property values, taking into account such factors as depreciation, replacement costs, value comparisons of similar properties, and income potential.
0
0.484848
0
0
0
0.515152
compute financial fees, interest, and service charges.
0
0.381818
0
0
0
0.618182
compute impedance of wires from poles to houses to determine additional resistance needed for reducing signals to desired levels.
0
0
0
0
0.607143
0.392857
compute layout dimensions, and determine and mark reference points on metal stock or workpieces for further processing, such as welding and assembly.
0
0
0
0
0
1
compute moisture or salt content, percentages of ingredients, formulas, or other product factors, using mathematical and chemical procedures.
0.082179
0.361034
0.144968
0.066482
0.316713
0.028624
compute or estimate cash, payroll, transportation, personnel, or storage requirements.
0
0
0
0
0
1
compute or record photonic test data.
0
0.333333
0.236111
0
0.277778
0.152778
compute prices for services and receive payment, or provide supervisors with billing information.
0.058333
0.425
0.244444
0.055556
0.186111
0.030556
compute total charges for merchandise or services and shipping charges.
0
0
0
0
0
1
compute wages and deductions, and enter data into computers.
0
0
0
0
0
1
conduct and score oral, visual, written, or performance tests to determine applicant qualifications and notify applicants of their scores.
0
0.708333
0
0
0
0.291667
conduct applied research aimed at improvements in areas such as disease testing, crop quality, pharmaceuticals, and the harnessing of microbes to recycle waste.
0
0.409091
0
0
0.454545
0.136364
conduct chemical analyses of substances such as acids, alcohols, and enzymes.
0
0.181208
0
0
0.691275
0.127517
conduct chemical or physical laboratory tests to assist scientists in making qualitative or quantitative analyses of solids, liquids, or gaseous materials.
0
0
0
0
0
1
conduct classes, workshops, and demonstrations to teach principles, techniques, or methods in subjects, such as basic english language skills, life skills, and workforce entry skills.
0
0.344156
0.136364
0
0.392857
0.126623
conduct classes, workshops, and demonstrations, and provide individual instruction to teach topics and skills such as cooking, dancing, writing, physical fitness, photography, personal finance, and flying.
0
0.33642
0.131687
0
0.412551
0.119342
conduct clinical research on topics such as maternal or infant health care, contraceptive methods, breastfeeding, and gynecological care.
0
0.353846
0.338462
0
0.261538
0.046154
conduct demonstrations to teach such skills as sports, dancing, and handicrafts.
0
0.3875
0
0
0.3625
0.25
conduct educational programs that provide farmers or farm cooperative members with information that can help them improve agricultural productivity.
0
0.40146
0.306569
0
0.226277
0.065693
conduct experimental or virtual studies to investigate characteristics and processing principles of potential microelectromechanical systems (mems) technology.
0
0.139073
0.13245
0
0.576159
0.152318
conduct fact-finding or mediation sessions among government units, landowners, or other agencies to resolve disputes.
0
0
0
0
0
1
conduct family medical studies to evaluate the genetic basis for traits or diseases.
0
0
0
0
0
1
conduct field surveys or study maps, graphs, diagrams, or other data to identify and correct power system problems.
0
0.175258
0.175258
0
0.515464
0.134021
conduct financial modeling for online marketing programs or web site revenue forecasting.
0.263158
0.407895
0.223684
0
0
0.105263
conduct historical research as a basis for the identification, conservation, and reconstruction of historic places and materials.
0
0.213675
0.358974
0
0.324786
0.102564
conduct historical research, and publish or present findings and theories.
0
0.09816
0
0
0.809816
0.092025
conduct in-depth investigations of suspicious financial activity, such as suspected money-laundering efforts.
0
0
0
0
0.772727
0.227273
conduct internet-based and library research.
0
0.269565
0.2
0
0.4
0.130435
conduct logical analyses of business, scientific, engineering, and other technical problems, formulating mathematical models of problems for solution by computers.
0.092615
0.191622
0.201822
0.048688
0.447028
0.018224
conduct market research analysis to identify search query trends, real-time search and news media activity, popular social media topics, electronic commerce trends, market opportunities, or competitor performance.
0
0
0
0
0
1
conduct market research and analyze industry trends.
0
0.368098
0.368098
0
0.214724
0.04908
conduct materials test and analysis using tools and equipment and applying engineering knowledge.
0.102028
0.204671
0.178242
0.065765
0.430854
0.018439
conduct meteorological research into the processes or determinants of atmospheric phenomena, weather, or climate.
0
0
0
0
0.5
0.5
conduct nutritional assessments of individuals, including obtaining and evaluating individuals' dietary histories, to plan nutritional programs.
0
0.363636
0
0
0.30303
0.333333
conduct office automation feasibility studies, including workflow analysis, space design, or cost comparison analysis.
0
0
0
0
0
1
conduct online marketing initiatives, such as paid ad placement, affiliate programs, sponsorship programs, email promotions, or viral marketing campaigns on social media web sites.
0
0
0
0
0
1
conduct or direct research on hearing or balance topics and report findings to help in the development of procedures, technology, or treatments.
0
0
0
0
0
1
conduct or direct research on speech or hearing topics and report findings for use in developing procedures, technologies, or treatments.
0
0
0
0
0
1
conduct or oversee collection of corporate intelligence to avoid fraud, financial crime, cyber-attack, terrorism, and infrastructure failure.
0
0
0
0
0
1
conduct or support research and apply research findings to practice.
0
0.206897
0.252874
0
0.425287
0.114943
conduct own research in field of expertise.
0
0
0
0
0
1