task_name
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21
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directive
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task_iteration
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validation
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learning
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prepare and deliver technical presentations that explain products or services to customers and prospective customers.
0
0
0
0
0
1
prepare and distribute health education materials, such as reports, bulletins, and visual aids, to address smoking, vaccines, and other public health concerns.
0
0.545455
0.37013
0
0
0.084416
prepare and distribute invoices to bill clients or pay account expenses.
0
0.54717
0
0
0
0.45283
prepare and distribute leaflets, pamphlets, and visual aids for educational and informational purposes.
0
0.544643
0.419643
0
0
0.035714
prepare and draft legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts.
0
0.394958
0.462185
0
0
0.142857
prepare and facilitate tutoring workshops, collaborative projects, or academic support sessions for small groups of students.
0
0.470588
0
0
0
0.529412
prepare and implement remedial programs for students requiring extra help.
0
0.507937
0.37037
0
0
0.121693
prepare and interpret specifications, calculating weights, volumes, and stress factors.
0
0.439024
0
0
0
0.560976
prepare and issue title commitments and title insurance policies based on information compiled from title searches.
0
0
0
0
0
1
prepare and issue work schedules, deadlines, and duty assignments for office or administrative staff.
0
0
0.564103
0
0
0.435897
prepare and maintain a directory of suppliers, contractors and subcontractors.
0
0.5
0
0
0
0.5
prepare and maintain all required treatment records and reports.
0
0
0
0
0
1
prepare and maintain attendance, activity, planning, accounting, or personnel reports and records for officials and agencies, or direct preparation and maintenance activities.
0
0.369565
0.369565
0
0
0.26087
prepare and maintain logs, reports, or other documentation of work performed.
0
0
0
0
0
1
prepare and maintain records and reports of inventories, price lists, shortages, shipments, expenditures, and goods used or issued.
0
0
0
0
0
1
prepare and maintain records and reports, such as budgets, personnel records, or training manuals.
0
0.484615
0.461538
0
0
0.053846
prepare and maintain records of client progress and services performed, reporting changes in client condition to manager or supervisor.
0
0.483871
0
0
0
0.516129
prepare and maintain work records and reports of information such as employee time and wages, daily receipts, or inspection results.
0
0.441176
0.294118
0
0
0.264706
prepare and present illustrated lectures and interpretive talks about park features.
0
0
0
0
0
1
prepare and present summaries and analyses of survey data, including tables, graphs, and fact sheets that describe survey techniques and results.
0
0.493506
0.21645
0
0.199134
0.090909
prepare and process import and export documentation according to customs regulations, laws, or procedures.
0
0.428571
0
0
0
0.571429
prepare and process legal documents and papers, such as summonses, subpoenas, complaints, appeals, motions, and pretrial agreements.
0
0.518987
0.291139
0
0
0.189873
prepare and process medical insurance claim forms and records.
0
0
0
0
0
1
prepare and process papers for use in scanning, microfilming, and microfiche.
0
0.714286
0
0
0
0.285714
prepare and process payroll information.
0
0.464286
0
0
0.267857
0.267857
prepare and process requisitions and purchase orders for supplies and equipment.
0
0.462687
0.402985
0
0
0.134328
prepare and record changes to official documents and confirm changes with legal and compliance management staff, including enterprise-wide records management staff.
0
0
0
0
0
1
prepare and review operational reports or project progress reports.
0
0
0
0
0
1
prepare and submit budget requests and recommendations, or grant proposals to solicit program funding.
0
0.480519
0.467532
0
0
0.051948
prepare and submit budget requests or grant proposals to solicit program funding.
0
0.437086
0.503311
0
0
0.059603
prepare and submit compliance, operational, and safety forms or reports.
0
0
0
0
0
1
prepare and submit reports after completion of freight shipments.
0
0
0
0
0
1
prepare and submit reports that may include the number of passengers or trips, hours worked, mileage, fuel consumption, or fares received.
0
0.6
0
0
0
0.4
prepare and submit sales contracts for orders.
0
0
0
0
0
1
prepare applications and forms for applicants for such purposes as school enrollment, employment, and medical services.
0
0
0
0
0
1
prepare appropriate formatting to data sets as requested.
0.035183
0.55751
0.354533
0
0.032476
0.020298
prepare archival records, such as document descriptions, to allow easy access to information.
0
0.608696
0.289855
0
0
0.101449
prepare articles for publication or presentation at professional conferences.
0
0.410714
0.482143
0
0
0.107143
prepare briefs, legal memoranda, or statements of issues involved in cases, including appropriate suggestions or recommendations.
0
0.425
0.491667
0
0
0.083333
prepare budget or cost estimates for equipment, construction, or installation projects or control expenditures.
0
0.375
0
0
0
0.625
prepare budgets and approve budget expenditures.
0
0
0
0
0
1
prepare budgets or financial reports for farm or ranch operations.
0
0
0
0
0
1
prepare budgets, bids, or contracts.
0
0.445378
0.487395
0
0
0.067227
prepare capability data, training materials, or other documentation for transfer of processes to production.
0
0
0
0
0
1
prepare charts or graphs from data samples, providing summary information on the environmental relevance of the data.
0
0.405405
0.459459
0
0
0.135135
prepare charts, graphs, or diagrams to illustrate workflow, routing, floor layouts, material handling, or machine utilization.
0
0.421053
0.447368
0
0
0.131579
prepare charts, graphs, or other visual displays to communicate clients' performance information.
0
0.336788
0.497409
0
0.098446
0.067358
prepare chemical solutions for products or processes, following standardized formulas, or create experimental formulas.
0
0
0.488889
0
0
0.511111
prepare collections of preserved specimens or microscopic slides for species identification and study of development or disease.
0
0
0
0
0
1
prepare comprehensive interpretive reports of findings.
0
0.324409
0.303937
0.034646
0.307087
0.029921
prepare comprehensive written reports, presentations, maps, or charts based on research, collection, and analysis of intelligence data.
0
0.285156
0.1875
0
0.4375
0.089844
prepare conceptual drawings, graphics, or other visual representations of land areas to show predicted growth or development of land areas over time.
0
0.42623
0.409836
0
0
0.163934
prepare conference or event materials, such as flyers or invitations.
0
0.421053
0.508772
0
0
0.070175
prepare contract documents for building contractors.
0
0.419913
0.519481
0
0
0.060606
prepare contracts or negotiate revisions to contractual agreements with architects, consultants, clients, suppliers, or subcontractors.
0
0
0.535714
0
0
0.464286
prepare correspondence or assist physicians or medical scientists with preparation of reports, speeches, articles, or conference proceedings.
0
0.370968
0.41129
0
0
0.217742
prepare correspondence to inform concerned parties of licensing decisions or appeals processes.
0
0.406977
0.534884
0
0
0.05814
prepare correspondence, reports of inspections or investigations or recommendations for action.
0
0.471264
0.448276
0
0
0.08046
prepare cost estimates for clients or employers.
0
0.365854
0.292683
0
0.268293
0.073171
prepare cost estimates for clients.
0
0.325843
0.382022
0
0.196629
0.095506
prepare cost estimates, contracts, bidding documents, and technical reports for specific projects under an architect's supervision.
0
0.39759
0.5
0
0
0.10241
prepare course materials such as syllabi, homework assignments, and handouts.
0
0.519031
0.415225
0
0
0.065744
prepare credit cards or charge account plates.
0
0
0
0
0
1
prepare daily food items, and cook simple foods and beverages, such as sandwiches, salads, soups, pizza, or coffee, using proper safety precautions and sanitary measures.
0
0
0
0
0.421053
0.578947
prepare data analysis listings and activity, performance, or progress reports.
0
0.412245
0.4
0
0.110204
0.077551
prepare data for processing by organizing information, checking for any inaccuracies, and adjusting and weighting the raw data.
0.056911
0.506098
0.310976
0.04878
0.060976
0.01626
prepare data summaries, reports, or analyses that include results, charts, or graphs to document research findings and results.
0
0.353741
0.455782
0
0
0.190476
prepare design presentations and proposals for staff or customers.
0
0
0.791667
0
0
0.208333
prepare detailed job descriptions and classification systems and define job levels and families, in partnership with other managers.
0
0
0
0
0
1
prepare detailed network specifications, including diagrams, charts, equipment configurations, or recommended technologies.
0.073563
0.326437
0.48046
0
0.105747
0.013793
prepare detailed reports on audit findings.
0
0.430769
0.323077
0
0
0.246154
prepare detailed storyboards showing sequence and timing of story development for television production.
0
0.485149
0.465347
0
0
0.049505
prepare detailed verbal or written presentations for scientists, engineers, project managers, or upper management.
0
0.530612
0.377551
0
0
0.091837
prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into a series of instructions coded in a computer language.
0.107081
0.42487
0.279793
0
0.172712
0.015544
prepare diagnostic and treatment records.
0
0
0
0
0
1
prepare diagnostic or treatment reports for other medical practitioners or therapists.
0
0.489362
0.276596
0
0.212766
0.021277
prepare documentation containing information such as confidential descriptions or specifications of proprietary hardware or software, product development or introduction schedules, product costs, or information about product performance weaknesses.
0
0.6
0
0
0
0.4
prepare documentation for case reports or court proceedings.
0
0.672727
0.236364
0
0
0.090909
prepare documentation or presentations, including charts, photos, or graphs.
0
0.392442
0.5
0.043605
0
0.063953
prepare documents needed to implement plans selected by clients.
0
0.366379
0.581897
0
0
0.051724
prepare documents recording the outcomes of court proceedings.
0
0.5
0.402439
0
0
0.097561
prepare documents to be used in legal proceedings, testifying in such proceedings when necessary.
0
0.428571
0.464286
0
0
0.107143
prepare documents, such as invoices or warranties.
0
0.651163
0
0
0
0.348837
prepare documents, such as work orders, bills of lading, or shipping orders, to route materials.
0
0.370968
0.548387
0
0
0.080645
prepare dough, following recipe.
0
0
0
0
0.5
0.5
prepare drafts of amendments, government policies, laws, rules, regulations, budgets, programs and procedures.
0
0.408
0.552
0
0
0.04
prepare drawings, estimates, and bids that meet specific customer needs.
0
0.444444
0.481481
0
0
0.074074
prepare environmental impact statements, reports, or presentations for regulatory or other agencies.
0
0
0
0
0
1
prepare evaluations of software or hardware, and recommend improvements or upgrades.
0
0.301587
0.253968
0.134921
0.230159
0.079365
prepare financial or regulatory reports required by laws, regulations, or boards of directors.
0
0
0
0
0
1
prepare financial reports to monitor client or corporate finances.
0
0.396552
0.344828
0
0.149425
0.109195
prepare financial reports, such as reviews of portfolio positions.
0
0.387097
0.333333
0
0
0.27957
prepare forms and manuals for accounting and bookkeeping personnel and direct their work activities.
0
0
0
0
0
1
prepare forms or agreements to complete sales.
0
0.469388
0.489796
0
0
0.040816
prepare functional or technical documentation for data warehouses.
0
0.316129
0.548387
0
0
0.135484
prepare government or organizational reports on birth, death, and disease statistics, workforce evaluations, or the medical status of individuals.
0
0
0.486486
0
0
0.513514
prepare government or organizational reports which include birth, death, and disease statistics, workforce evaluations, or medical status of individuals.
0
0.379032
0.524194
0
0
0.096774
prepare grant proposals, budgets, and program policies and goals or assist in their preparation.
0
0.377358
0.603774
0
0
0.018868
prepare graphic representations or drawings of proposed plans or designs.
0
0.383234
0.502994
0
0
0.113772
prepare graphs, charts, diagrams, or other aids to illustrate observations or conclusions.
0
0
0.642857
0
0
0.357143