seeaman/economic-index-structured huggingface dataset:
Task: prepare reports or recommendations, based upon research outcomes.
Collaboration pattern: learning (215 conversations, 22.5130890052356% of this task's usage)
Task: prepare reports or recommendations, based upon research outcomes.
Collaboration pattern: task iteration (243 conversations, 25.44502617801048% of this task's usage)
Task: prepare reports or recommendations, based upon research outcomes.
Collaboration pattern: validation (127 conversations, 13.298429319371726% of this task's usage)
Task: prepare reports outlining past and future programs, including content.
Collaboration pattern: directive (35 conversations, 50.72463768115942% of this task's usage)
Task: prepare reports outlining past and future programs, including content.
Collaboration pattern: task iteration (32 conversations, 46.3768115942029% of this task's usage)
Task: prepare reports regarding market conditions and merchandise costs.
Collaboration pattern: directive (37 conversations, 52.85714285714286% of this task's usage)
Task: prepare reports regarding market conditions and merchandise costs.
Collaboration pattern: task iteration (20 conversations, 28.57142857142857% of this task's usage)
Task: prepare reports summarizing operational results, financial performance, or accomplishments of specified objectives, goals, or plans.
Collaboration pattern: directive (16 conversations, 47.05882352941176% of this task's usage)
Task: prepare reports to document patients' care activities.
Collaboration pattern: directive (73 conversations, 67.5925925925926% of this task's usage)
Task: prepare reports to document patients' care activities.
Collaboration pattern: task iteration (31 conversations, 28.703703703703702% of this task's usage)
Task: prepare reports, deliver presentations, or participate in program review activities to communicate engineering results or recommendations.
Collaboration pattern: directive (45 conversations, 36.885245901639344% of this task's usage)
Task: prepare reports, deliver presentations, or participate in program review activities to communicate engineering results or recommendations.
Collaboration pattern: task iteration (68 conversations, 55.73770491803278% of this task's usage)
Task: prepare reports, manuscripts, and meeting presentations.
Collaboration pattern: directive (150 conversations, 46.58385093167702% of this task's usage)
Task: prepare reports, manuscripts, and meeting presentations.
Collaboration pattern: learning (28 conversations, 8.695652173913043% of this task's usage)
Task: prepare reports, manuscripts, and meeting presentations.
Collaboration pattern: task iteration (127 conversations, 39.44099378881988% of this task's usage)
Task: prepare reports, manuscripts, proposals, and technical manuals for use by other scientists and requestors, such as sponsors and customers.
Collaboration pattern: directive (442 conversations, 49.83089064261556% of this task's usage)
Task: prepare reports, manuscripts, proposals, and technical manuals for use by other scientists and requestors, such as sponsors and customers.
Collaboration pattern: feedback loop (20 conversations, 2.254791431792559% of this task's usage)
Task: prepare reports, manuscripts, proposals, and technical manuals for use by other scientists and requestors, such as sponsors and customers.
Collaboration pattern: learning (105 conversations, 11.837655016910936% of this task's usage)
Task: prepare reports, manuscripts, proposals, and technical manuals for use by other scientists and requestors, such as sponsors and customers.
Collaboration pattern: task iteration (282 conversations, 31.79255918827508% of this task's usage)
Task: prepare reports, manuscripts, proposals, and technical manuals for use by other scientists and requestors, such as sponsors and customers.
Collaboration pattern: validation (25 conversations, 2.818489289740699% of this task's usage)
Task: prepare requirements documentation for use by software developers.
Collaboration pattern: directive (24 conversations, 40.67796610169492% of this task's usage)
Task: prepare requirements documentation for use by software developers.
Collaboration pattern: task iteration (29 conversations, 49.15254237288136% of this task's usage)
Task: prepare research results for publication in form of journals, books, manuals, and film.
Collaboration pattern: directive (68 conversations, 47.55244755244755% of this task's usage)
Task: prepare research results for publication in form of journals, books, manuals, and film.
Collaboration pattern: task iteration (62 conversations, 43.35664335664335% of this task's usage)
Task: prepare responses to correspondence containing routine inquiries.
Collaboration pattern: directive (308 conversations, 50.40916530278232% of this task's usage)
Task: prepare responses to correspondence containing routine inquiries.
Collaboration pattern: task iteration (256 conversations, 41.89852700490999% of this task's usage)
Task: prepare responses to correspondence containing routine inquiries.
Collaboration pattern: validation (34 conversations, 5.564648117839607% of this task's usage)
Task: prepare responses to customer requests for information, such as product data, written regulatory affairs statements, surveys, or questionnaires.
Collaboration pattern: directive (54 conversations, 61.36363636363637% of this task's usage)
Task: prepare responses to customer requests for information, such as product data, written regulatory affairs statements, surveys, or questionnaires.
Collaboration pattern: task iteration (29 conversations, 32.95454545454545% of this task's usage)
Task: prepare results of experimental findings for presentation at professional conferences or in scientific journals.
Collaboration pattern: directive (55 conversations, 49.549549549549546% of this task's usage)
Task: prepare results of experimental findings for presentation at professional conferences or in scientific journals.
Collaboration pattern: task iteration (41 conversations, 36.93693693693694% of this task's usage)
Task: prepare sales presentations or proposals to explain product specifications or applications.
Collaboration pattern: directive (38 conversations, 31.40495867768595% of this task's usage)
Task: prepare sales presentations or proposals to explain product specifications or applications.
Collaboration pattern: task iteration (78 conversations, 64.46280991735537% of this task's usage)
Task: prepare scale drawings or architectural designs, using computer-aided design or other tools.
Collaboration pattern: task iteration (21 conversations, 61.76470588235294% of this task's usage)
Task: prepare specialty foods such as pizzas, fish and chips, sandwiches, and tacos, following specific methods that usually require short preparation time.
Collaboration pattern: directive (106 conversations, 50.47619047619048% of this task's usage)
Task: prepare specialty foods such as pizzas, fish and chips, sandwiches, and tacos, following specific methods that usually require short preparation time.
Collaboration pattern: feedback loop (17 conversations, 8.095238095238095% of this task's usage)
Task: prepare specialty foods such as pizzas, fish and chips, sandwiches, and tacos, following specific methods that usually require short preparation time.
Collaboration pattern: learning (31 conversations, 14.761904761904765% of this task's usage)
Task: prepare specialty foods such as pizzas, fish and chips, sandwiches, and tacos, following specific methods that usually require short preparation time.
Collaboration pattern: task iteration (47 conversations, 22.380952380952383% of this task's usage)
Task: prepare specifications, designs, or sketches for machines, components, or systems related to the generation, transmission, or use of mechanical or fluid energy.
Collaboration pattern: directive (75 conversations, 47.16981132075472% of this task's usage)
Task: prepare specifications, designs, or sketches for machines, components, or systems related to the generation, transmission, or use of mechanical or fluid energy.
Collaboration pattern: task iteration (72 conversations, 45.28301886792453% of this task's usage)
Task: prepare statistical reports, narrative reports, or graphic presentations of information, such as tumor registry data for use by hospital staff, researchers, or other users.
Collaboration pattern: directive (44 conversations, 61.11111111111112% of this task's usage)
Task: prepare statistical reports, narrative reports, or graphic presentations of information, such as tumor registry data for use by hospital staff, researchers, or other users.
Collaboration pattern: task iteration (23 conversations, 31.944444444444443% of this task's usage)
Task: prepare study-related documentation such as protocol worksheets, procedural manuals, adverse event reports, institutional review board documents, and progress reports.
Collaboration pattern: directive (27 conversations, 55.10204081632652% of this task's usage)
Task: prepare study-related documentation such as protocol worksheets, procedural manuals, adverse event reports, institutional review board documents, and progress reports.
Collaboration pattern: task iteration (18 conversations, 36.734693877551024% of this task's usage)
Task: prepare tables, graphs, fact sheets, and written reports summarizing research results.
Collaboration pattern: directive (288 conversations, 54.64895635673624% of this task's usage)
Task: prepare tables, graphs, fact sheets, and written reports summarizing research results.
Collaboration pattern: feedback loop (17 conversations, 3.225806451612903% of this task's usage)
Task: prepare tables, graphs, fact sheets, and written reports summarizing research results.
Collaboration pattern: learning (47 conversations, 8.918406072106261% of this task's usage)
Task: prepare tables, graphs, fact sheets, and written reports summarizing research results.
Collaboration pattern: task iteration (162 conversations, 30.74003795066413% of this task's usage)
Task: prepare technical reports and recommendations based upon research outcomes.
Collaboration pattern: directive (193 conversations, 30.880000000000003% of this task's usage)
Task: prepare technical reports and recommendations based upon research outcomes.
Collaboration pattern: feedback loop (19 conversations, 3.04% of this task's usage)
Task: prepare technical reports and recommendations based upon research outcomes.
Collaboration pattern: learning (133 conversations, 21.28% of this task's usage)
Task: prepare technical reports and recommendations based upon research outcomes.
Collaboration pattern: task iteration (219 conversations, 35.04% of this task's usage)
Task: prepare technical reports and recommendations based upon research outcomes.
Collaboration pattern: validation (56 conversations, 8.959999999999999% of this task's usage)
Task: prepare technical reports, data summary documents, or research articles for scientific publication, regulatory submissions, or patent applications.
Collaboration pattern: directive (177 conversations, 38.81578947368421% of this task's usage)
Task: prepare technical reports, data summary documents, or research articles for scientific publication, regulatory submissions, or patent applications.
Collaboration pattern: feedback loop (24 conversations, 5.263157894736842% of this task's usage)
Task: prepare technical reports, data summary documents, or research articles for scientific publication, regulatory submissions, or patent applications.
Collaboration pattern: learning (54 conversations, 11.842105263157894% of this task's usage)
Task: prepare technical reports, data summary documents, or research articles for scientific publication, regulatory submissions, or patent applications.
Collaboration pattern: task iteration (169 conversations, 37.06140350877193% of this task's usage)
Task: prepare technical reports, data summary documents, or research articles for scientific publication, regulatory submissions, or patent applications.
Collaboration pattern: validation (20 conversations, 4.385964912280701% of this task's usage)
Task: prepare weather reports or maps for analysis, distribution, or use in weather broadcasts, using computer graphics.
Collaboration pattern: directive (29 conversations, 57.99999999999999% of this task's usage)
Task: prepare written and oral reports describing research results, using illustrations, maps, appendices, and other information.
Collaboration pattern: directive (185 conversations, 48.05194805194805% of this task's usage)
Task: prepare written and oral reports describing research results, using illustrations, maps, appendices, and other information.
Collaboration pattern: learning (80 conversations, 20.77922077922078% of this task's usage)
Task: prepare written and oral reports describing research results, using illustrations, maps, appendices, and other information.
Collaboration pattern: task iteration (92 conversations, 23.89610389610389% of this task's usage)
Task: prepare written and oral reports describing research results, using illustrations, maps, appendices, and other information.
Collaboration pattern: validation (18 conversations, 4.675324675324675% of this task's usage)
Task: prepare written documents to establish contracts with or communicate financial recommendations to clients.
Collaboration pattern: task iteration (17 conversations, 50% of this task's usage)
Task: prepare written opinions and decisions.
Collaboration pattern: directive (118 conversations, 63.44086021505376% of this task's usage)
Task: prepare written opinions and decisions.
Collaboration pattern: task iteration (57 conversations, 30.64516129032258% of this task's usage)
Task: prepare written opinions or decisions regarding cases.
Collaboration pattern: directive (324 conversations, 52.85481239804242% of this task's usage)
Task: prepare written opinions or decisions regarding cases.
Collaboration pattern: task iteration (265 conversations, 43.2300163132137% of this task's usage)
Task: prepare written reports of investigation findings.
Collaboration pattern: directive (16 conversations, 57.14285714285714% of this task's usage)
Task: prepare written reports that estimate property values, outline methods by which the estimations were made, and meet appraisal standards.
Collaboration pattern: directive (20 conversations, 40.81632653061224% of this task's usage)
Task: prepare written reports that estimate property values, outline methods by which the estimations were made, and meet appraisal standards.
Collaboration pattern: task iteration (24 conversations, 48.97959183673469% of this task's usage)
Task: prepare, administer, and grade tests and assignments to evaluate students' progress.
Collaboration pattern: directive (167 conversations, 70.76271186440678% of this task's usage)
Task: prepare, administer, and grade tests and assignments to evaluate students' progress.
Collaboration pattern: task iteration (30 conversations, 12.71186440677966% of this task's usage)
Task: prepare, administer, and grade tests and assignments to evaluate students' progress.
Collaboration pattern: validation (26 conversations, 11.016949152542372% of this task's usage)
Task: prepare, analyze, and verify annual reports, financial statements, and other records, using accepted accounting and statistical procedures to assess financial condition and facilitate financial planning.
Collaboration pattern: directive (109 conversations, 56.47668393782384% of this task's usage)
Task: prepare, analyze, and verify annual reports, financial statements, and other records, using accepted accounting and statistical procedures to assess financial condition and facilitate financial planning.
Collaboration pattern: learning (21 conversations, 10.88082901554404% of this task's usage)
Task: prepare, analyze, and verify annual reports, financial statements, and other records, using accepted accounting and statistical procedures to assess financial condition and facilitate financial planning.
Collaboration pattern: task iteration (38 conversations, 19.68911917098445% of this task's usage)
Task: prepare, analyze, and verify annual reports, financial statements, and other records, using accepted accounting and statistical procedures to assess financial condition and facilitate financial planning.
Collaboration pattern: validation (18 conversations, 9.32642487046632% of this task's usage)
Task: prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards.
Collaboration pattern: directive (30 conversations, 49.18032786885246% of this task's usage)
Task: prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards.
Collaboration pattern: task iteration (20 conversations, 32.78688524590164% of this task's usage)
Task: prepare, maintain, or update security procedures, security system drawings, or related documentation.
Collaboration pattern: directive (24 conversations, 57.14285714285714% of this task's usage)
Task: prepare, manipulate, and manage extensive databases.
Collaboration pattern: directive (233 conversations, 45.77603143418468% of this task's usage)
Task: prepare, manipulate, and manage extensive databases.
Collaboration pattern: feedback loop (84 conversations, 16.50294695481336% of this task's usage)
Task: prepare, manipulate, and manage extensive databases.
Collaboration pattern: learning (36 conversations, 7.072691552062868% of this task's usage)
Task: prepare, manipulate, and manage extensive databases.
Collaboration pattern: task iteration (140 conversations, 27.5049115913556% of this task's usage)
Task: prepare, review, or coordinate ongoing modifications to contract specifications or plans.
Collaboration pattern: task iteration (15 conversations, 88.23529411764706% of this task's usage)
Task: prepare, rewrite and edit copy to improve readability, or supervise others who do this work.
Collaboration pattern: directive (3818 conversations, 39.700530310907766% of this task's usage)
Task: prepare, rewrite and edit copy to improve readability, or supervise others who do this work.
Collaboration pattern: feedback loop (117 conversations, 1.2165956119371946% of this task's usage)
Task: prepare, rewrite and edit copy to improve readability, or supervise others who do this work.
Collaboration pattern: learning (105 conversations, 1.091816574815431% of this task's usage)
Task: prepare, rewrite and edit copy to improve readability, or supervise others who do this work.
Collaboration pattern: task iteration (5250 conversations, 54.59082874077155% of this task's usage)
Task: prepare, rewrite and edit copy to improve readability, or supervise others who do this work.
Collaboration pattern: validation (203 conversations, 2.1108453779765% of this task's usage)
Task: prescribe individualized exercise programs, specifying equipment such as treadmill, exercise bicycle, ergometers, or perceptual goggles.
Collaboration pattern: directive (130 conversations, 40% of this task's usage)
Task: prescribe individualized exercise programs, specifying equipment such as treadmill, exercise bicycle, ergometers, or perceptual goggles.
Collaboration pattern: feedback loop (24 conversations, 7.384615384615385% of this task's usage)
Task: prescribe individualized exercise programs, specifying equipment such as treadmill, exercise bicycle, ergometers, or perceptual goggles.
Collaboration pattern: learning (79 conversations, 24.307692307692307% of this task's usage)
Task: prescribe individualized exercise programs, specifying equipment such as treadmill, exercise bicycle, ergometers, or perceptual goggles.
Collaboration pattern: task iteration (75 conversations, 23.07692307692308% of this task's usage)
Task: prescribe individualized exercise programs, specifying equipment such as treadmill, exercise bicycle, ergometers, or perceptual goggles.
Collaboration pattern: validation (15 conversations, 4.615384615384616% of this task's usage)
Task: prescribe or administer treatment, therapy, medication, vaccination, and other specialized medical care to treat or prevent illness, disease, or injury in infants and children.
Collaboration pattern: directive (17 conversations, 34.69387755102041% of this task's usage)
Task: prescribe or administer treatment, therapy, medication, vaccination, and other specialized medical care to treat or prevent illness, disease, or injury in infants and children.
Collaboration pattern: learning (20 conversations, 40.81632653061224% of this task's usage)
Task: prescribe or recommend drugs, medical devices, or other forms of treatment, such as physical therapy, inhalation therapy, or related therapeutic procedures.
Collaboration pattern: directive (15 conversations, 55.55555555555556% of this task's usage)
Task: present and explain proposals, reports, or findings to clients.
Collaboration pattern: directive (92 conversations, 33.57664233576642% of this task's usage)
Task: present and explain proposals, reports, or findings to clients.
Collaboration pattern: learning (18 conversations, 6.569343065693431% of this task's usage)
Task: present and explain proposals, reports, or findings to clients.
Collaboration pattern: task iteration (124 conversations, 45.25547445255474% of this task's usage)
Task: present and explain proposals, reports, or findings to clients.
Collaboration pattern: validation (34 conversations, 12.408759124087592% of this task's usage)
Task: present and make recommendations regarding course design, technology, and instruction delivery options.
Collaboration pattern: learning (21 conversations, 39.62264150943396% of this task's usage)
Task: present and make recommendations regarding course design, technology, and instruction delivery options.
Collaboration pattern: validation (25 conversations, 47.16981132075472% of this task's usage)
Task: present clients with information required to make informed health care and treatment decisions.
Collaboration pattern: directive (22 conversations, 31.88405797101449% of this task's usage)
Task: present clients with information required to make informed health care and treatment decisions.
Collaboration pattern: learning (37 conversations, 53.62318840579711% of this task's usage)
Task: present investment information, such as product risks, fees, or fund performance statistics.
Collaboration pattern: directive (359 conversations, 38.35470085470086% of this task's usage)
Task: present investment information, such as product risks, fees, or fund performance statistics.
Collaboration pattern: learning (415 conversations, 44.33760683760684% of this task's usage)
Task: present investment information, such as product risks, fees, or fund performance statistics.
Collaboration pattern: task iteration (108 conversations, 11.538461538461538% of this task's usage)
Task: present investment information, such as product risks, fees, or fund performance statistics.
Collaboration pattern: validation (23 conversations, 2.4572649572649574% of this task's usage)
Task: present oral or written reports on general economic trends, individual corporations, and entire industries.
Collaboration pattern: directive (37 conversations, 45.67901234567901% of this task's usage)
Task: present oral or written reports on general economic trends, individual corporations, and entire industries.
Collaboration pattern: learning (23 conversations, 28.39506172839506% of this task's usage)
Task: present oral or written reports on general economic trends, individual corporations, and entire industries.
Collaboration pattern: task iteration (17 conversations, 20.98765432098765% of this task's usage)
Task: present research findings to groups of people.
Collaboration pattern: learning (32 conversations, 54.23728813559322% of this task's usage)
Task: present subject matter to students under the direction and guidance of teachers, using lectures, discussions, or supervised role-playing methods.
Collaboration pattern: directive (39 conversations, 41.05263157894737% of this task's usage)
Task: present subject matter to students under the direction and guidance of teachers, using lectures, discussions, or supervised role-playing methods.
Collaboration pattern: learning (44 conversations, 46.31578947368421% of this task's usage)