seeaman/economic-index-structured huggingface dataset:
Task: prepare design presentations and proposals for staff or customers.
Collaboration pattern: task iteration (25 conversations, 43.85964912280701% of this task's usage)
Task: prepare detailed network specifications, including diagrams, charts, equipment configurations, or recommended technologies.
Collaboration pattern: directive (97 conversations, 47.0873786407767% of this task's usage)
Task: prepare detailed network specifications, including diagrams, charts, equipment configurations, or recommended technologies.
Collaboration pattern: task iteration (86 conversations, 41.74757281553398% of this task's usage)
Task: prepare detailed reports on audit findings.
Collaboration pattern: directive (21 conversations, 36.206896551724135% of this task's usage)
Task: prepare detailed reports on audit findings.
Collaboration pattern: task iteration (33 conversations, 56.896551724137936% of this task's usage)
Task: prepare detailed storyboards showing sequence and timing of story development for television production.
Collaboration pattern: directive (31 conversations, 65.95744680851064% of this task's usage)
Task: 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.
Collaboration pattern: directive (255 conversations, 48.66412213740458% of this task's usage)
Task: 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.
Collaboration pattern: feedback loop (25 conversations, 4.770992366412214% of this task's usage)
Task: 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.
Collaboration pattern: learning (41 conversations, 7.824427480916032% of this task's usage)
Task: 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.
Collaboration pattern: task iteration (196 conversations, 37.40458015267176% of this task's usage)
Task: prepare diagnostic and treatment records.
Collaboration pattern: directive (22 conversations, 52.38095238095239% of this task's usage)
Task: prepare diagnostic and treatment records.
Collaboration pattern: task iteration (18 conversations, 42.85714285714285% of this task's usage)
Task: prepare diagnostic or treatment reports for other medical practitioners or therapists.
Collaboration pattern: directive (22 conversations, 50% of this task's usage)
Task: prepare diagnostic or treatment reports for other medical practitioners or therapists.
Collaboration pattern: task iteration (19 conversations, 43.18181818181818% of this task's usage)
Task: prepare documentation or presentations, including charts, photos, or graphs.
Collaboration pattern: directive (185 conversations, 48.17708333333333% of this task's usage)
Task: prepare documentation or presentations, including charts, photos, or graphs.
Collaboration pattern: task iteration (182 conversations, 47.39583333333333% of this task's usage)
Task: prepare documents needed to implement plans selected by clients.
Collaboration pattern: directive (52 conversations, 46.017699115044245% of this task's usage)
Task: prepare documents needed to implement plans selected by clients.
Collaboration pattern: task iteration (54 conversations, 47.78761061946903% of this task's usage)
Task: prepare documents to be used in legal proceedings, testifying in such proceedings when necessary.
Collaboration pattern: directive (19 conversations, 54.285714285714285% of this task's usage)
Task: prepare documents to be used in legal proceedings, testifying in such proceedings when necessary.
Collaboration pattern: task iteration (15 conversations, 42.85714285714285% of this task's usage)
Task: prepare documents, such as work orders, bills of lading, or shipping orders, to route materials.
Collaboration pattern: directive (15 conversations, 57.692307692307686% of this task's usage)
Task: prepare estimates used by management for purposes such as planning, organizing, and scheduling work.
Collaboration pattern: task iteration (15 conversations, 53.57142857142857% of this task's usage)
Task: prepare evaluations of software or hardware, and recommend improvements or upgrades.
Collaboration pattern: directive (44 conversations, 28.94736842105264% of this task's usage)
Task: prepare evaluations of software or hardware, and recommend improvements or upgrades.
Collaboration pattern: learning (35 conversations, 23.026315789473685% of this task's usage)
Task: prepare evaluations of software or hardware, and recommend improvements or upgrades.
Collaboration pattern: task iteration (40 conversations, 26.31578947368421% of this task's usage)
Task: prepare evaluations of software or hardware, and recommend improvements or upgrades.
Collaboration pattern: validation (28 conversations, 18.421052631578945% of this task's usage)
Task: prepare financial reports to monitor client or corporate finances.
Collaboration pattern: directive (31 conversations, 45.588235294117645% of this task's usage)
Task: prepare financial reports to monitor client or corporate finances.
Collaboration pattern: task iteration (23 conversations, 33.82352941176471% of this task's usage)
Task: prepare financial reports, such as reviews of portfolio positions.
Collaboration pattern: directive (23 conversations, 71.875% of this task's usage)
Task: prepare forms and manuals for accounting and bookkeeping personnel and direct their work activities.
Collaboration pattern: directive (18 conversations, 47.368421052631575% of this task's usage)
Task: prepare forms or agreements to complete sales.
Collaboration pattern: directive (128 conversations, 46.71532846715328% of this task's usage)
Task: prepare forms or agreements to complete sales.
Collaboration pattern: task iteration (134 conversations, 48.9051094890511% of this task's usage)
Task: prepare functional or technical documentation for data warehouses.
Collaboration pattern: directive (91 conversations, 49.45652173913043% of this task's usage)
Task: prepare functional or technical documentation for data warehouses.
Collaboration pattern: learning (16 conversations, 8.695652173913043% of this task's usage)
Task: prepare functional or technical documentation for data warehouses.
Collaboration pattern: task iteration (71 conversations, 38.58695652173913% of this task's usage)
Task: prepare grant proposals, budgets, and program policies and goals or assist in their preparation.
Collaboration pattern: task iteration (15 conversations, 48.38709677419355% of this task's usage)
Task: prepare graphic representations or drawings of proposed plans or designs.
Collaboration pattern: directive (17 conversations, 54.83870967741935% of this task's usage)
Task: prepare information regarding design, structure specifications, materials, color, equipment, estimated costs, or construction time.
Collaboration pattern: directive (32 conversations, 46.3768115942029% of this task's usage)
Task: prepare information regarding design, structure specifications, materials, color, equipment, estimated costs, or construction time.
Collaboration pattern: task iteration (29 conversations, 42.028985507246375% of this task's usage)
Task: prepare instructional program objectives, outlines, and lesson plans.
Collaboration pattern: directive (57 conversations, 72.15189873417721% of this task's usage)
Task: prepare instructional program objectives, outlines, and lesson plans.
Collaboration pattern: task iteration (21 conversations, 26.58227848101265% of this task's usage)
Task: prepare insurance claim forms or related documents and review them for completeness.
Collaboration pattern: directive (18 conversations, 43.90243902439025% of this task's usage)
Task: prepare insurance claim forms or related documents and review them for completeness.
Collaboration pattern: task iteration (21 conversations, 51.21951219512195% of this task's usage)
Task: prepare invoices, reports, memos, letters, financial statements, and other documents, using word processing, spreadsheet, database, or presentation software.
Collaboration pattern: directive (128 conversations, 53.333333333333336% of this task's usage)
Task: prepare invoices, reports, memos, letters, financial statements, and other documents, using word processing, spreadsheet, database, or presentation software.
Collaboration pattern: task iteration (89 conversations, 37.083333333333336% of this task's usage)
Task: prepare itemized statements, bills, or invoices and record amounts due for items purchased or services rendered.
Collaboration pattern: directive (28 conversations, 47.45762711864407% of this task's usage)
Task: prepare itemized statements, bills, or invoices and record amounts due for items purchased or services rendered.
Collaboration pattern: task iteration (27 conversations, 45.76271186440678% of this task's usage)
Task: prepare legal briefs and opinions, and file appeals in state and federal courts of appeal.
Collaboration pattern: directive (117 conversations, 52.94117647058824% of this task's usage)
Task: prepare legal briefs and opinions, and file appeals in state and federal courts of appeal.
Collaboration pattern: task iteration (95 conversations, 42.98642533936652% of this task's usage)
Task: prepare legal documents, including briefs, pleadings, appeals, wills, contracts, and real estate closing statements.
Collaboration pattern: directive (204 conversations, 49.51456310679612% of this task's usage)
Task: prepare legal documents, including briefs, pleadings, appeals, wills, contracts, and real estate closing statements.
Collaboration pattern: task iteration (183 conversations, 44.41747572815535% of this task's usage)
Task: prepare management reports defining and evaluating problems and recommending solutions.
Collaboration pattern: directive (473 conversations, 41.130434782608695% of this task's usage)
Task: prepare management reports defining and evaluating problems and recommending solutions.
Collaboration pattern: learning (36 conversations, 3.130434782608696% of this task's usage)
Task: prepare management reports defining and evaluating problems and recommending solutions.
Collaboration pattern: task iteration (561 conversations, 48.78260869565217% of this task's usage)
Task: prepare management reports defining and evaluating problems and recommending solutions.
Collaboration pattern: validation (62 conversations, 5.391304347826087% of this task's usage)
Task: prepare materials and classrooms for class activities.
Collaboration pattern: directive (17 conversations, 48.57142857142857% of this task's usage)
Task: prepare materials and classrooms for class activities.
Collaboration pattern: task iteration (17 conversations, 48.57142857142857% of this task's usage)
Task: prepare materials for charitable events, such as fundraising envelopes, bid sheets, or gift bags.
Collaboration pattern: directive (30 conversations, 47.61904761904761% of this task's usage)
Task: prepare materials for charitable events, such as fundraising envelopes, bid sheets, or gift bags.
Collaboration pattern: task iteration (30 conversations, 47.61904761904761% of this task's usage)
Task: prepare measurement tables and conversion charts, using standard formulas.
Collaboration pattern: directive (90 conversations, 57.692307692307686% of this task's usage)
Task: prepare measurement tables and conversion charts, using standard formulas.
Collaboration pattern: learning (32 conversations, 20.51282051282051% of this task's usage)
Task: prepare measurement tables and conversion charts, using standard formulas.
Collaboration pattern: task iteration (22 conversations, 14.102564102564102% of this task's usage)
Task: prepare meeting agendas or packets of related information.
Collaboration pattern: directive (36 conversations, 40% of this task's usage)
Task: prepare meeting agendas or packets of related information.
Collaboration pattern: task iteration (47 conversations, 52.22222222222223% of this task's usage)
Task: prepare meeting agendas, attend meetings, and record and transcribe minutes.
Collaboration pattern: directive (44 conversations, 51.76470588235295% of this task's usage)
Task: prepare meeting agendas, attend meetings, and record and transcribe minutes.
Collaboration pattern: task iteration (35 conversations, 41.17647058823529% of this task's usage)
Task: prepare necessary criteria, procedures, reports, or plans for successful conduct of the project with consideration given to site preparation, facility validation, installation, quality assurance, or testing.
Collaboration pattern: directive (19 conversations, 61.29032258064516% of this task's usage)
Task: prepare news releases and respond to police correspondence.
Collaboration pattern: directive (18 conversations, 51.42857142857142% of this task's usage)
Task: prepare news releases and respond to police correspondence.
Collaboration pattern: task iteration (16 conversations, 45.71428571428572% of this task's usage)
Task: prepare objectives and outlines for courses of study, following curriculum guidelines or requirements of states and schools.
Collaboration pattern: directive (24 conversations, 63.1578947368421% of this task's usage)
Task: prepare objectives, outlines, or other materials for courses of study following curriculum guidelines or school or state requirements.
Collaboration pattern: directive (46 conversations, 69.6969696969697% of this task's usage)
Task: prepare objectives, outlines, or other materials for courses of study following curriculum guidelines or school or state requirements.
Collaboration pattern: task iteration (20 conversations, 30.303030303030305% of this task's usage)
Task: prepare objectives, outlines, or other materials for courses of study, following curriculum guidelines or requirements.
Collaboration pattern: directive (54 conversations, 64.28571428571429% of this task's usage)
Task: prepare objectives, outlines, or other materials for courses of study, following curriculum guidelines or requirements.
Collaboration pattern: task iteration (26 conversations, 30.95238095238096% of this task's usage)
Task: prepare or direct preparation of correspondence, reports, and operations, maintenance, and safety manuals.
Collaboration pattern: directive (87 conversations, 39.01345291479821% of this task's usage)
Task: prepare or direct preparation of correspondence, reports, and operations, maintenance, and safety manuals.
Collaboration pattern: task iteration (125 conversations, 56.05381165919282% of this task's usage)
Task: prepare or direct preparation of financial statements, business activity reports, financial position forecasts, annual budgets, or reports required by regulatory agencies.
Collaboration pattern: directive (33 conversations, 51.5625% of this task's usage)
Task: prepare or direct preparation of financial statements, business activity reports, financial position forecasts, annual budgets, or reports required by regulatory agencies.
Collaboration pattern: task iteration (17 conversations, 26.5625% of this task's usage)
Task: prepare or edit organizational publications, such as employee newsletters or stockholders' reports, for internal or external audiences.
Collaboration pattern: directive (668 conversations, 41.18372379778051% of this task's usage)
Task: prepare or edit organizational publications, such as employee newsletters or stockholders' reports, for internal or external audiences.
Collaboration pattern: feedback loop (19 conversations, 1.1713933415536375% of this task's usage)
Task: prepare or edit organizational publications, such as employee newsletters or stockholders' reports, for internal or external audiences.
Collaboration pattern: task iteration (892 conversations, 54.99383477188656% of this task's usage)
Task: prepare or edit organizational publications, such as employee newsletters or stockholders' reports, for internal or external audiences.
Collaboration pattern: validation (29 conversations, 1.7879161528976573% of this task's usage)
Task: prepare or interpret for clients information such as investment performance reports, financial document summaries, or income projections.
Collaboration pattern: directive (58 conversations, 52.72727272727272% of this task's usage)
Task: prepare or interpret for clients information such as investment performance reports, financial document summaries, or income projections.
Collaboration pattern: learning (27 conversations, 24.545454545454547% of this task's usage)
Task: prepare or interpret for clients information such as investment performance reports, financial document summaries, or income projections.
Collaboration pattern: task iteration (17 conversations, 15.454545454545451% of this task's usage)
Task: prepare or maintain design, testing, or operational records and documentation.
Collaboration pattern: directive (44 conversations, 50.57471264367817% of this task's usage)
Task: prepare or maintain design, testing, or operational records and documentation.
Collaboration pattern: task iteration (28 conversations, 32.18390804597701% of this task's usage)
Task: prepare or monitor project schedules, budgets, or cost control systems.
Collaboration pattern: task iteration (31 conversations, 65.95744680851064% of this task's usage)
Task: prepare or organize online storefront marketing material, including product descriptions or subject lines, optimizing content to search engine criteria.
Collaboration pattern: directive (40 conversations, 51.94805194805194% of this task's usage)
Task: prepare or organize online storefront marketing material, including product descriptions or subject lines, optimizing content to search engine criteria.
Collaboration pattern: task iteration (31 conversations, 40.25974025974026% of this task's usage)
Task: prepare or present technical or project status reports.
Collaboration pattern: directive (15 conversations, 33.33333333333333% of this task's usage)
Task: prepare or present technical or project status reports.
Collaboration pattern: task iteration (27 conversations, 60% of this task's usage)
Task: prepare or proctor examinations.
Collaboration pattern: directive (218 conversations, 73.15436241610739% of this task's usage)
Task: prepare or proctor examinations.
Collaboration pattern: task iteration (63 conversations, 21.14093959731544% of this task's usage)
Task: prepare or provide genetics-related educational materials to patients or medical personnel.
Collaboration pattern: learning (24 conversations, 70.58823529411765% of this task's usage)
Task: prepare or review engineering studies or specifications.
Collaboration pattern: directive (35 conversations, 43.75% of this task's usage)
Task: prepare or review engineering studies or specifications.
Collaboration pattern: task iteration (24 conversations, 30% of this task's usage)
Task: prepare or serve menu items, such as sandwiches or salads.
Collaboration pattern: directive (29 conversations, 52.72727272727272% of this task's usage)
Task: prepare people for participation in religious ceremonies.
Collaboration pattern: task iteration (16 conversations, 50% of this task's usage)
Task: prepare plans, estimates, design and construction schedules, and contract specifications, including any special provisions.
Collaboration pattern: directive (35 conversations, 55.55555555555556% of this task's usage)
Task: prepare plans, estimates, design and construction schedules, and contract specifications, including any special provisions.
Collaboration pattern: task iteration (25 conversations, 39.68253968253968% of this task's usage)
Task: prepare project budgets, schedules, or specifications for labor or materials.
Collaboration pattern: task iteration (15 conversations, 60% of this task's usage)
Task: prepare project reports and other program or technical documentation.
Collaboration pattern: directive (48 conversations, 42.10526315789473% of this task's usage)
Task: prepare project reports and other program or technical documentation.
Collaboration pattern: task iteration (54 conversations, 47.368421052631575% of this task's usage)
Task: prepare project status reports by collecting, analyzing, and summarizing information and trends.
Collaboration pattern: directive (74 conversations, 50% of this task's usage)
Task: prepare project status reports by collecting, analyzing, and summarizing information and trends.
Collaboration pattern: task iteration (53 conversations, 35.810810810810814% of this task's usage)
Task: prepare publications and reports containing research findings.
Collaboration pattern: directive (55 conversations, 45.08196721311475% of this task's usage)
Task: prepare publications and reports containing research findings.
Collaboration pattern: task iteration (54 conversations, 44.26229508196721% of this task's usage)
Task: prepare real estate closing statements, using knowledge and expertise in real estate procedures.
Collaboration pattern: directive (36 conversations, 55.38461538461539% of this task's usage)
Task: prepare real estate closing statements, using knowledge and expertise in real estate procedures.
Collaboration pattern: task iteration (26 conversations, 40% of this task's usage)
Task: prepare reports and document project activities and data.
Collaboration pattern: directive (179 conversations, 60.47297297297297% of this task's usage)
Task: prepare reports and document project activities and data.
Collaboration pattern: task iteration (90 conversations, 30.405405405405407% of this task's usage)
Task: prepare reports of activities, evaluations, recommendations, or decisions.
Collaboration pattern: directive (85 conversations, 51.51515151515152% of this task's usage)
Task: prepare reports of activities, evaluations, recommendations, or decisions.
Collaboration pattern: task iteration (66 conversations, 40% of this task's usage)
Task: prepare reports of findings, illustrating data graphically and translating complex findings into written text.
Collaboration pattern: directive (101 conversations, 34.58904109589041% of this task's usage)
Task: prepare reports of findings, illustrating data graphically and translating complex findings into written text.
Collaboration pattern: learning (68 conversations, 23.28767123287671% of this task's usage)
Task: prepare reports of findings, illustrating data graphically and translating complex findings into written text.
Collaboration pattern: task iteration (89 conversations, 30.47945205479452% of this task's usage)
Task: prepare reports of findings, illustrating data graphically and translating complex findings into written text.
Collaboration pattern: validation (17 conversations, 5.821917808219178% of this task's usage)
Task: prepare reports on activity, personnel, and information such as occupancy, hours worked, facility usage, work performed, and departmental expenses.
Collaboration pattern: directive (41 conversations, 48.80952380952381% of this task's usage)
Task: prepare reports on activity, personnel, and information such as occupancy, hours worked, facility usage, work performed, and departmental expenses.
Collaboration pattern: task iteration (39 conversations, 46.42857142857143% of this task's usage)
Task: prepare reports on non-destructive testing (ndt) results.
Collaboration pattern: directive (15 conversations, 55.55555555555556% of this task's usage)
Task: prepare reports or correspondence concerning project specifications, activities, or status.
Collaboration pattern: directive (74 conversations, 43.52941176470589% of this task's usage)
Task: prepare reports or correspondence concerning project specifications, activities, or status.
Collaboration pattern: task iteration (91 conversations, 53.52941176470589% of this task's usage)
Task: prepare reports or recommendations, based upon research outcomes.
Collaboration pattern: directive (306 conversations, 32.04188481675393% of this task's usage)
Task: prepare reports or recommendations, based upon research outcomes.
Collaboration pattern: feedback loop (37 conversations, 3.87434554973822% of this task's usage)