seeaman/economic-index-structured huggingface dataset:
Task: develop application-specific software.
Collaboration pattern: directive (1425 conversations, 54.24438523030072% of this task's usage)
Task: develop application-specific software.
Collaboration pattern: feedback loop (246 conversations, 9.364293871336123% of this task's usage)
Task: develop application-specific software.
Collaboration pattern: learning (260 conversations, 9.8972211648268% of this task's usage)
Task: develop application-specific software.
Collaboration pattern: task iteration (627 conversations, 23.86752950133232% of this task's usage)
Task: develop application-specific software.
Collaboration pattern: validation (23 conversations, 0.8755234107346783% of this task's usage)
Task: develop approaches to the solution of groups' problems, based on research findings in sociology and related disciplines.
Collaboration pattern: directive (51 conversations, 28.176795580110497% of this task's usage)
Task: develop approaches to the solution of groups' problems, based on research findings in sociology and related disciplines.
Collaboration pattern: learning (75 conversations, 41.43646408839779% of this task's usage)
Task: develop approaches to the solution of groups' problems, based on research findings in sociology and related disciplines.
Collaboration pattern: task iteration (33 conversations, 18.23204419889503% of this task's usage)
Task: develop briefings, brochures, multimedia presentations, web pages, promotional products, technical illustrations, and computer artwork for use in products, technical manuals, literature, newsletters, and slide shows.
Collaboration pattern: directive (2487 conversations, 47.20956719817767% of this task's usage)
Task: develop briefings, brochures, multimedia presentations, web pages, promotional products, technical illustrations, and computer artwork for use in products, technical manuals, literature, newsletters, and slide shows.
Collaboration pattern: feedback loop (118 conversations, 2.239939255884586% of this task's usage)
Task: develop briefings, brochures, multimedia presentations, web pages, promotional products, technical illustrations, and computer artwork for use in products, technical manuals, literature, newsletters, and slide shows.
Collaboration pattern: learning (190 conversations, 3.60668185269552% of this task's usage)
Task: develop briefings, brochures, multimedia presentations, web pages, promotional products, technical illustrations, and computer artwork for use in products, technical manuals, literature, newsletters, and slide shows.
Collaboration pattern: task iteration (2339 conversations, 44.40015186028853% of this task's usage)
Task: develop briefings, brochures, multimedia presentations, web pages, promotional products, technical illustrations, and computer artwork for use in products, technical manuals, literature, newsletters, and slide shows.
Collaboration pattern: validation (59 conversations, 1.119969627942293% of this task's usage)
Task: develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.
Collaboration pattern: directive (321 conversations, 44.583333333333336% of this task's usage)
Task: develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.
Collaboration pattern: learning (40 conversations, 5.555555555555555% of this task's usage)
Task: develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.
Collaboration pattern: task iteration (335 conversations, 46.52777777777778% of this task's usage)
Task: develop calibration methodologies, test methodologies, or tools.
Collaboration pattern: directive (51 conversations, 27.86885245901639% of this task's usage)
Task: develop calibration methodologies, test methodologies, or tools.
Collaboration pattern: feedback loop (21 conversations, 11.475409836065571% of this task's usage)
Task: develop calibration methodologies, test methodologies, or tools.
Collaboration pattern: learning (61 conversations, 33.33333333333333% of this task's usage)
Task: develop calibration methodologies, test methodologies, or tools.
Collaboration pattern: task iteration (40 conversations, 21.85792349726776% of this task's usage)
Task: develop communications materials, advertisements, presentations, or public relations initiatives to promote awareness of green products and technologies.
Collaboration pattern: directive (95 conversations, 35.31598513011153% of this task's usage)
Task: develop communications materials, advertisements, presentations, or public relations initiatives to promote awareness of green products and technologies.
Collaboration pattern: task iteration (151 conversations, 56.13382899628253% of this task's usage)
Task: develop concepts or creative ideas for craft objects.
Collaboration pattern: directive (367 conversations, 41.60997732426304% of this task's usage)
Task: develop concepts or creative ideas for craft objects.
Collaboration pattern: learning (41 conversations, 4.648526077097506% of this task's usage)
Task: develop concepts or creative ideas for craft objects.
Collaboration pattern: task iteration (392 conversations, 44.44444444444444% of this task's usage)
Task: develop concepts or creative ideas for craft objects.
Collaboration pattern: validation (22 conversations, 2.494331065759637% of this task's usage)
Task: develop conceptual, logical, or physical network designs.
Collaboration pattern: directive (20 conversations, 41.66666666666667% of this task's usage)
Task: develop conceptual, logical, or physical network designs.
Collaboration pattern: task iteration (18 conversations, 37.5% of this task's usage)
Task: develop curricula and plan course content and methods of instruction.
Collaboration pattern: directive (483 conversations, 58.12274368231047% of this task's usage)
Task: develop curricula and plan course content and methods of instruction.
Collaboration pattern: learning (65 conversations, 7.821901323706378% of this task's usage)
Task: develop curricula and plan course content and methods of instruction.
Collaboration pattern: task iteration (262 conversations, 31.528279181708783% of this task's usage)
Task: develop curricula, and recommend curricula revisions and additions.
Collaboration pattern: directive (39 conversations, 61.90476190476191% of this task's usage)
Task: develop curricula, and recommend curricula revisions and additions.
Collaboration pattern: task iteration (22 conversations, 34.92063492063492% of this task's usage)
Task: develop curriculum and prepare manuals, visual aids, course outlines, and other materials used in teaching.
Collaboration pattern: directive (119 conversations, 62.30366492146597% of this task's usage)
Task: develop curriculum and prepare manuals, visual aids, course outlines, and other materials used in teaching.
Collaboration pattern: task iteration (62 conversations, 32.460732984293195% of this task's usage)
Task: develop customer documentation, such as performance specifications, training manuals, or operating instructions.
Collaboration pattern: directive (17 conversations, 73.91304347826086% of this task's usage)
Task: develop data model describing data elements and how they are used, following procedures and using pen, template or computer software.
Collaboration pattern: directive (66 conversations, 34.375% of this task's usage)
Task: develop data model describing data elements and how they are used, following procedures and using pen, template or computer software.
Collaboration pattern: learning (43 conversations, 22.395833333333336% of this task's usage)
Task: develop data model describing data elements and how they are used, following procedures and using pen, template or computer software.
Collaboration pattern: task iteration (66 conversations, 34.375% of this task's usage)
Task: develop data models and databases.
Collaboration pattern: directive (123 conversations, 37.84615384615385% of this task's usage)
Task: develop data models and databases.
Collaboration pattern: feedback loop (33 conversations, 10.153846153846152% of this task's usage)
Task: develop data models and databases.
Collaboration pattern: learning (54 conversations, 16.615384615384617% of this task's usage)
Task: develop data models and databases.
Collaboration pattern: task iteration (96 conversations, 29.53846153846154% of this task's usage)
Task: develop data models for applications, metadata tables, views or related database structures.
Collaboration pattern: directive (126 conversations, 29.4392523364486% of this task's usage)
Task: develop data models for applications, metadata tables, views or related database structures.
Collaboration pattern: feedback loop (27 conversations, 6.308411214953271% of this task's usage)
Task: develop data models for applications, metadata tables, views or related database structures.
Collaboration pattern: learning (77 conversations, 17.990654205607477% of this task's usage)
Task: develop data models for applications, metadata tables, views or related database structures.
Collaboration pattern: task iteration (174 conversations, 40.65420560747664% of this task's usage)
Task: develop data models for applications, metadata tables, views or related database structures.
Collaboration pattern: validation (20 conversations, 4.672897196261682% of this task's usage)
Task: develop data warehouse process models, including sourcing, loading, transformation, and extraction.
Collaboration pattern: directive (22 conversations, 28.94736842105264% of this task's usage)
Task: develop data warehouse process models, including sourcing, loading, transformation, and extraction.
Collaboration pattern: learning (23 conversations, 30.26315789473684% of this task's usage)
Task: develop data warehouse process models, including sourcing, loading, transformation, and extraction.
Collaboration pattern: task iteration (17 conversations, 22.36842105263158% of this task's usage)
Task: develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.
Collaboration pattern: directive (157 conversations, 22.26950354609929% of this task's usage)
Task: develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.
Collaboration pattern: feedback loop (28 conversations, 3.9716312056737593% of this task's usage)
Task: develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.
Collaboration pattern: learning (274 conversations, 38.86524822695036% of this task's usage)
Task: develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.
Collaboration pattern: task iteration (189 conversations, 26.80851063829787% of this task's usage)
Task: develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.
Collaboration pattern: validation (50 conversations, 7.092198581560284% of this task's usage)
Task: develop databases that support web applications and web sites.
Collaboration pattern: directive (39 conversations, 41.05263157894737% of this task's usage)
Task: develop databases that support web applications and web sites.
Collaboration pattern: task iteration (28 conversations, 29.47368421052631% of this task's usage)
Task: develop economic models, forecasts, or scenarios to predict future economic and environmental outcomes.
Collaboration pattern: directive (17 conversations, 51.51515151515152% of this task's usage)
Task: develop educational materials and programs for community agencies, local government, and state government.
Collaboration pattern: directive (95 conversations, 50.80213903743316% of this task's usage)
Task: develop educational materials and programs for community agencies, local government, and state government.
Collaboration pattern: task iteration (86 conversations, 45.98930481283423% of this task's usage)
Task: develop exercise programs to improve participant strength, flexibility, endurance, or circulatory functioning, in accordance with exercise science standards, regulatory requirements, and credentialing requirements.
Collaboration pattern: directive (93 conversations, 28.440366972477065% of this task's usage)
Task: develop exercise programs to improve participant strength, flexibility, endurance, or circulatory functioning, in accordance with exercise science standards, regulatory requirements, and credentialing requirements.
Collaboration pattern: feedback loop (28 conversations, 8.56269113149847% of this task's usage)
Task: develop exercise programs to improve participant strength, flexibility, endurance, or circulatory functioning, in accordance with exercise science standards, regulatory requirements, and credentialing requirements.
Collaboration pattern: learning (93 conversations, 28.440366972477065% of this task's usage)
Task: develop exercise programs to improve participant strength, flexibility, endurance, or circulatory functioning, in accordance with exercise science standards, regulatory requirements, and credentialing requirements.
Collaboration pattern: task iteration (99 conversations, 30.275229357798167% of this task's usage)
Task: develop factors such as themes, plots, characterizations, psychological analyses, historical environments, action, and dialogue, to create material.
Collaboration pattern: directive (1846 conversations, 54.454277286135685% of this task's usage)
Task: develop factors such as themes, plots, characterizations, psychological analyses, historical environments, action, and dialogue, to create material.
Collaboration pattern: feedback loop (34 conversations, 1.0029498525073746% of this task's usage)
Task: develop factors such as themes, plots, characterizations, psychological analyses, historical environments, action, and dialogue, to create material.
Collaboration pattern: learning (69 conversations, 2.035398230088496% of this task's usage)
Task: develop factors such as themes, plots, characterizations, psychological analyses, historical environments, action, and dialogue, to create material.
Collaboration pattern: task iteration (916 conversations, 27.020648967551622% of this task's usage)
Task: develop factors such as themes, plots, characterizations, psychological analyses, historical environments, action, and dialogue, to create material.
Collaboration pattern: validation (17 conversations, 0.5014749262536873% of this task's usage)
Task: develop financial plans, based on analysis of clients' financial status.
Collaboration pattern: directive (45 conversations, 44.11764705882353% of this task's usage)
Task: develop financial plans, based on analysis of clients' financial status.
Collaboration pattern: task iteration (40 conversations, 39.21568627450981% of this task's usage)
Task: develop graphics and layouts for product illustrations, company logos, and web sites.
Collaboration pattern: task iteration (17 conversations, 68% of this task's usage)
Task: develop ideas for creating dances, keeping notes and sketches to record influences.
Collaboration pattern: directive (32 conversations, 38.55421686746988% of this task's usage)
Task: develop ideas for creating dances, keeping notes and sketches to record influences.
Collaboration pattern: task iteration (37 conversations, 44.57831325301205% of this task's usage)
Task: develop implementation plans that include analyses such as cost-benefit or return on investment (roi).
Collaboration pattern: directive (47 conversations, 36.43410852713178% of this task's usage)
Task: develop implementation plans that include analyses such as cost-benefit or return on investment (roi).
Collaboration pattern: task iteration (69 conversations, 53.48837209302325% of this task's usage)
Task: develop individualized treatment plans for patients, considering patient preferences, clinical data, or the risks and benefits of therapies.
Collaboration pattern: directive (73 conversations, 35.960591133004925% of this task's usage)
Task: develop individualized treatment plans for patients, considering patient preferences, clinical data, or the risks and benefits of therapies.
Collaboration pattern: learning (55 conversations, 27.093596059113302% of this task's usage)
Task: develop individualized treatment plans for patients, considering patient preferences, clinical data, or the risks and benefits of therapies.
Collaboration pattern: task iteration (56 conversations, 27.58620689655172% of this task's usage)
Task: develop individualized treatment plans that incorporate studio art therapy, counseling, or psychotherapy techniques.
Collaboration pattern: directive (16 conversations, 48.48484848484848% of this task's usage)
Task: develop instruction or training roadmaps for online and blended learning programs.
Collaboration pattern: directive (63 conversations, 63.63636363636363% of this task's usage)
Task: develop instruction or training roadmaps for online and blended learning programs.
Collaboration pattern: learning (15 conversations, 15.151515151515152% of this task's usage)
Task: develop instruction or training roadmaps for online and blended learning programs.
Collaboration pattern: task iteration (19 conversations, 19.19191919191919% of this task's usage)
Task: develop instructional materials and conduct in-service and community-based educational programs.
Collaboration pattern: directive (452 conversations, 55.87144622991347% of this task's usage)
Task: develop instructional materials and conduct in-service and community-based educational programs.
Collaboration pattern: feedback loop (16 conversations, 1.9777503090234856% of this task's usage)
Task: develop instructional materials and conduct in-service and community-based educational programs.
Collaboration pattern: learning (23 conversations, 2.843016069221261% of this task's usage)
Task: develop instructional materials and conduct in-service and community-based educational programs.
Collaboration pattern: task iteration (303 conversations, 37.45364647713226% of this task's usage)
Task: develop instructional materials and products for technology-based redesign of courses.
Collaboration pattern: directive (260 conversations, 43.261231281198% of this task's usage)
Task: develop instructional materials and products for technology-based redesign of courses.
Collaboration pattern: feedback loop (16 conversations, 2.6622296173044924% of this task's usage)
Task: develop instructional materials and products for technology-based redesign of courses.
Collaboration pattern: learning (129 conversations, 21.46422628951747% of this task's usage)
Task: develop instructional materials and products for technology-based redesign of courses.
Collaboration pattern: task iteration (156 conversations, 25.9567387687188% of this task's usage)
Task: develop instructional materials and products for technology-based redesign of courses.
Collaboration pattern: validation (35 conversations, 5.823627287853577% of this task's usage)
Task: develop instructional materials to be used by educators and instructors.
Collaboration pattern: directive (4314 conversations, 57.94492948287441% of this task's usage)
Task: develop instructional materials to be used by educators and instructors.
Collaboration pattern: feedback loop (123 conversations, 1.652115513767629% of this task's usage)
Task: develop instructional materials to be used by educators and instructors.
Collaboration pattern: learning (182 conversations, 2.4445936870382807% of this task's usage)
Task: develop instructional materials to be used by educators and instructors.
Collaboration pattern: task iteration (2664 conversations, 35.782404298186705% of this task's usage)
Task: develop instructional materials to be used by educators and instructors.
Collaboration pattern: validation (65 conversations, 0.8730691739422431% of this task's usage)
Task: develop instructional materials, such as lesson plans, handouts, or examinations.
Collaboration pattern: directive (3269 conversations, 57.53255895811334% of this task's usage)
Task: develop instructional materials, such as lesson plans, handouts, or examinations.
Collaboration pattern: feedback loop (103 conversations, 1.812741992256248% of this task's usage)
Task: develop instructional materials, such as lesson plans, handouts, or examinations.
Collaboration pattern: learning (127 conversations, 2.2351284758887715% of this task's usage)
Task: develop instructional materials, such as lesson plans, handouts, or examinations.
Collaboration pattern: task iteration (2092 conversations, 36.818021823301656% of this task's usage)
Task: develop instructional materials, such as lesson plans, handouts, or examinations.
Collaboration pattern: validation (42 conversations, 0.7391763463569165% of this task's usage)
Task: develop instrumentation and software for astronomical observation and analysis.
Collaboration pattern: directive (32 conversations, 28.07017543859649% of this task's usage)
Task: develop instrumentation and software for astronomical observation and analysis.
Collaboration pattern: feedback loop (16 conversations, 14.035087719298245% of this task's usage)
Task: develop instrumentation and software for astronomical observation and analysis.
Collaboration pattern: learning (29 conversations, 25.438596491228072% of this task's usage)
Task: develop instrumentation and software for astronomical observation and analysis.
Collaboration pattern: task iteration (24 conversations, 21.052631578947366% of this task's usage)
Task: develop interview techniques, rating scales, and psychological tests used to assess skills, abilities, and interests for the purpose of employee selection, placement, and promotion.
Collaboration pattern: directive (123 conversations, 48.046875% of this task's usage)
Task: develop interview techniques, rating scales, and psychological tests used to assess skills, abilities, and interests for the purpose of employee selection, placement, and promotion.
Collaboration pattern: task iteration (109 conversations, 42.578125% of this task's usage)
Task: develop logistic metrics, internal analysis tools, or key performance indicators for business units.
Collaboration pattern: directive (28 conversations, 54.90196078431373% of this task's usage)
Task: develop logistic metrics, internal analysis tools, or key performance indicators for business units.
Collaboration pattern: task iteration (15 conversations, 29.411764705882355% of this task's usage)
Task: develop manuals, texts, workbooks, or related materials for use in conjunction with production materials or for training.
Collaboration pattern: directive (62 conversations, 40.25974025974026% of this task's usage)
Task: develop manuals, texts, workbooks, or related materials for use in conjunction with production materials or for training.
Collaboration pattern: task iteration (84 conversations, 54.54545454545454% of this task's usage)
Task: develop manuals, texts, workbooks, or related materials for use in conjunction with production materials.
Collaboration pattern: directive (22 conversations, 44.89795918367347% of this task's usage)
Task: develop manuals, texts, workbooks, or related materials for use in conjunction with production materials.
Collaboration pattern: task iteration (22 conversations, 44.89795918367347% of this task's usage)
Task: develop marketing materials, proposals, or presentation to generate new work opportunities.
Collaboration pattern: directive (92 conversations, 40.35087719298245% of this task's usage)
Task: develop marketing materials, proposals, or presentation to generate new work opportunities.
Collaboration pattern: task iteration (117 conversations, 51.31578947368421% of this task's usage)
Task: develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.
Collaboration pattern: directive (187 conversations, 36.240310077519375% of this task's usage)
Task: develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.
Collaboration pattern: feedback loop (69 conversations, 13.372093023255813% of this task's usage)