seeaman/economic-index-structured huggingface dataset:
Task: use data entry devices, such as optical scanners, to input data into computers for revision or editing.
Collaboration pattern: task iteration (30 conversations, 23.4375% of this task's usage)
Task: use informatics science to design or implement health information technology applications to resolve clinical or health care administrative problems.
Collaboration pattern: directive (60 conversations, 43.79562043795621% of this task's usage)
Task: use informatics science to design or implement health information technology applications to resolve clinical or health care administrative problems.
Collaboration pattern: learning (24 conversations, 17.51824817518248% of this task's usage)
Task: use informatics science to design or implement health information technology applications to resolve clinical or health care administrative problems.
Collaboration pattern: task iteration (35 conversations, 25.547445255474457% of this task's usage)
Task: use materials such as pens and ink, watercolors, charcoal, oil, or computer software to create artwork.
Collaboration pattern: directive (259 conversations, 59.1324200913242% of this task's usage)
Task: use materials such as pens and ink, watercolors, charcoal, oil, or computer software to create artwork.
Collaboration pattern: feedback loop (22 conversations, 5.0228310502283104% of this task's usage)
Task: use materials such as pens and ink, watercolors, charcoal, oil, or computer software to create artwork.
Collaboration pattern: task iteration (138 conversations, 31.506849315068493% of this task's usage)
Task: use mediation techniques to facilitate communication between disputants, to further parties' understanding of different perspectives, and to guide parties toward mutual agreement.
Collaboration pattern: directive (33 conversations, 22.75862068965517% of this task's usage)
Task: use mediation techniques to facilitate communication between disputants, to further parties' understanding of different perspectives, and to guide parties toward mutual agreement.
Collaboration pattern: learning (34 conversations, 23.448275862068964% of this task's usage)
Task: use mediation techniques to facilitate communication between disputants, to further parties' understanding of different perspectives, and to guide parties toward mutual agreement.
Collaboration pattern: task iteration (63 conversations, 43.44827586206896% of this task's usage)
Task: use models to simulate the behavior of animated objects in the finished sequence.
Collaboration pattern: directive (280 conversations, 44.44444444444444% of this task's usage)
Task: use models to simulate the behavior of animated objects in the finished sequence.
Collaboration pattern: feedback loop (102 conversations, 16.19047619047619% of this task's usage)
Task: use models to simulate the behavior of animated objects in the finished sequence.
Collaboration pattern: learning (80 conversations, 12.698412698412698% of this task's usage)
Task: use models to simulate the behavior of animated objects in the finished sequence.
Collaboration pattern: task iteration (152 conversations, 24.126984126984127% of this task's usage)
Task: use nondisciplinary tools and equipment such as a computer.
Collaboration pattern: directive (315 conversations, 38.13559322033898% of this task's usage)
Task: use nondisciplinary tools and equipment such as a computer.
Collaboration pattern: learning (412 conversations, 49.87893462469734% of this task's usage)
Task: use nondisciplinary tools and equipment such as a computer.
Collaboration pattern: task iteration (19 conversations, 2.300242130750606% of this task's usage)
Task: use object-oriented programming languages, as well as client and server applications development processes and multimedia and internet technology.
Collaboration pattern: directive (15 conversations, 25% of this task's usage)
Task: use object-oriented programming languages, as well as client and server applications development processes and multimedia and internet technology.
Collaboration pattern: learning (31 conversations, 51.66666666666667% of this task's usage)
Task: use sales forecasting or strategic planning to ensure the sale and profitability of products, lines, or services, analyzing business developments and monitoring market trends.
Collaboration pattern: directive (32 conversations, 35.16483516483517% of this task's usage)
Task: use sales forecasting or strategic planning to ensure the sale and profitability of products, lines, or services, analyzing business developments and monitoring market trends.
Collaboration pattern: task iteration (42 conversations, 46.15384615384615% of this task's usage)
Task: use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.
Collaboration pattern: directive (533 conversations, 38.40057636887608% of this task's usage)
Task: use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.
Collaboration pattern: feedback loop (91 conversations, 6.556195965417867% of this task's usage)
Task: use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.
Collaboration pattern: learning (428 conversations, 30.835734870317005% of this task's usage)
Task: use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.
Collaboration pattern: task iteration (280 conversations, 20.172910662824208% of this task's usage)
Task: use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.
Collaboration pattern: validation (36 conversations, 2.5936599423631126% of this task's usage)
Task: verify adherence of documentation to customs, insurance, or regulatory requirements.
Collaboration pattern: validation (19 conversations, 70.37037037037037% of this task's usage)
Task: verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers.
Collaboration pattern: directive (28 conversations, 24.13793103448276% of this task's usage)
Task: verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers.
Collaboration pattern: learning (16 conversations, 13.79310344827586% of this task's usage)
Task: verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers.
Collaboration pattern: validation (51 conversations, 43.96551724137931% of this task's usage)
Task: verify dimensions of products, using measuring instruments, such as calipers, vernier gauges, or protractors.
Collaboration pattern: validation (15 conversations, 28.846153846153843% of this task's usage)
Task: visit establishments, such as pharmacies, to determine product sales.
Collaboration pattern: directive (27 conversations, 60% of this task's usage)
Task: wash, cut, and prepare foods designated for cooking.
Collaboration pattern: directive (81 conversations, 54.36241610738255% of this task's usage)
Task: wash, cut, and prepare foods designated for cooking.
Collaboration pattern: learning (31 conversations, 20.80536912751678% of this task's usage)
Task: wash, cut, and prepare foods designated for cooking.
Collaboration pattern: task iteration (18 conversations, 12.08053691275168% of this task's usage)
Task: weigh or measure materials, equipment, or products to maintain relevant records, using volume meters, scales, rules, or calipers.
Collaboration pattern: directive (65 conversations, 61.32075471698113% of this task's usage)
Task: weigh or measure materials, equipment, or products to maintain relevant records, using volume meters, scales, rules, or calipers.
Collaboration pattern: task iteration (19 conversations, 17.92452830188679% of this task's usage)
Task: weigh, measure, and mix ingredients according to recipes or personal judgment, using various kitchen utensils and equipment.
Collaboration pattern: directive (22 conversations, 36.66666666666666% of this task's usage)
Task: weigh, measure, and mix ingredients according to recipes or personal judgment, using various kitchen utensils and equipment.
Collaboration pattern: task iteration (25 conversations, 41.66666666666667% of this task's usage)
Task: write about and present research findings for a variety of specialized and general audiences.
Collaboration pattern: directive (67 conversations, 15.654205607476634% of this task's usage)
Task: write about and present research findings for a variety of specialized and general audiences.
Collaboration pattern: learning (309 conversations, 72.19626168224299% of this task's usage)
Task: write about and present research findings for a variety of specialized and general audiences.
Collaboration pattern: task iteration (36 conversations, 8.411214953271028% of this task's usage)
Task: write advertising copy for use by publication, broadcast, or internet media to promote the sale of goods and services.
Collaboration pattern: directive (1145 conversations, 38.82672092234656% of this task's usage)
Task: write advertising copy for use by publication, broadcast, or internet media to promote the sale of goods and services.
Collaboration pattern: feedback loop (46 conversations, 1.5598507968802984% of this task's usage)
Task: write advertising copy for use by publication, broadcast, or internet media to promote the sale of goods and services.
Collaboration pattern: learning (16 conversations, 0.5425567989148864% of this task's usage)
Task: write advertising copy for use by publication, broadcast, or internet media to promote the sale of goods and services.
Collaboration pattern: task iteration (1687 conversations, 57.20583248558834% of this task's usage)
Task: write advertising copy for use by publication, broadcast, or internet media to promote the sale of goods and services.
Collaboration pattern: validation (35 conversations, 1.186842997626314% of this task's usage)
Task: write and code logical and physical database descriptions and specify identifiers of database to management system or direct others in coding descriptions.
Collaboration pattern: directive (138 conversations, 43.67088607594937% of this task's usage)
Task: write and code logical and physical database descriptions and specify identifiers of database to management system or direct others in coding descriptions.
Collaboration pattern: feedback loop (50 conversations, 15.822784810126585% of this task's usage)
Task: write and code logical and physical database descriptions and specify identifiers of database to management system or direct others in coding descriptions.
Collaboration pattern: learning (18 conversations, 5.69620253164557% of this task's usage)
Task: write and code logical and physical database descriptions and specify identifiers of database to management system or direct others in coding descriptions.
Collaboration pattern: task iteration (95 conversations, 30.063291139240505% of this task's usage)
Task: write and edit news stories from information collected by reporters and other sources.
Collaboration pattern: directive (71 conversations, 52.20588235294118% of this task's usage)
Task: write and edit news stories from information collected by reporters and other sources.
Collaboration pattern: task iteration (60 conversations, 44.11764705882353% of this task's usage)
Task: write and present reports of research findings.
Collaboration pattern: directive (24 conversations, 38.70967741935484% of this task's usage)
Task: write and present reports of research findings.
Collaboration pattern: task iteration (23 conversations, 37.096774193548384% of this task's usage)
Task: write and review grant proposals, journal articles, institutional reports, and publicity materials.
Collaboration pattern: directive (24 conversations, 33.33333333333333% of this task's usage)
Task: write and review grant proposals, journal articles, institutional reports, and publicity materials.
Collaboration pattern: task iteration (38 conversations, 52.77777777777778% of this task's usage)
Task: write articles and books.
Collaboration pattern: directive (23 conversations, 67.64705882352942% of this task's usage)
Task: write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.
Collaboration pattern: directive (283 conversations, 47.088186356073216% of this task's usage)
Task: write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.
Collaboration pattern: learning (16 conversations, 2.6622296173044924% of this task's usage)
Task: write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.
Collaboration pattern: task iteration (281 conversations, 46.75540765391015% of this task's usage)
Task: write articles, manuals, and other publications and assist in the distribution of promotional literature about programs and facilities.
Collaboration pattern: directive (105 conversations, 48.61111111111111% of this task's usage)
Task: write articles, manuals, and other publications and assist in the distribution of promotional literature about programs and facilities.
Collaboration pattern: task iteration (105 conversations, 48.61111111111111% of this task's usage)
Task: write articles, manuals, and other publications, and assist in the distribution of promotional literature about facilities and programs.
Collaboration pattern: directive (191 conversations, 56.01173020527859% of this task's usage)
Task: write articles, manuals, and other publications, and assist in the distribution of promotional literature about facilities and programs.
Collaboration pattern: task iteration (143 conversations, 41.935483870967744% of this task's usage)
Task: write articles, white papers, and reports to share research findings and educate others.
Collaboration pattern: directive (86 conversations, 14.168039538714993% of this task's usage)
Task: write articles, white papers, and reports to share research findings and educate others.
Collaboration pattern: learning (428 conversations, 70.51070840197694% of this task's usage)
Task: write articles, white papers, and reports to share research findings and educate others.
Collaboration pattern: task iteration (68 conversations, 11.202635914332784% of this task's usage)
Task: write changes directly into compositions, or use computer software to make changes.
Collaboration pattern: directive (85 conversations, 30.2491103202847% of this task's usage)
Task: write changes directly into compositions, or use computer software to make changes.
Collaboration pattern: task iteration (160 conversations, 56.93950177935944% of this task's usage)
Task: write computer or microprocessor software programs.
Collaboration pattern: directive (421 conversations, 52.9559748427673% of this task's usage)
Task: write computer or microprocessor software programs.
Collaboration pattern: feedback loop (97 conversations, 12.20125786163522% of this task's usage)
Task: write computer or microprocessor software programs.
Collaboration pattern: learning (111 conversations, 13.962264150943396% of this task's usage)
Task: write computer or microprocessor software programs.
Collaboration pattern: task iteration (134 conversations, 16.855345911949684% of this task's usage)
Task: write computer programs or scripts to be used in querying databases.
Collaboration pattern: directive (751 conversations, 50.03331112591606% of this task's usage)
Task: write computer programs or scripts to be used in querying databases.
Collaboration pattern: feedback loop (158 conversations, 10.526315789473683% of this task's usage)
Task: write computer programs or scripts to be used in querying databases.
Collaboration pattern: learning (223 conversations, 14.85676215856096% of this task's usage)
Task: write computer programs or scripts to be used in querying databases.
Collaboration pattern: task iteration (330 conversations, 21.985343104596936% of this task's usage)
Task: write computer programs or scripts to be used in querying databases.
Collaboration pattern: validation (23 conversations, 1.5323117921385745% of this task's usage)
Task: write decisions on cases.
Collaboration pattern: directive (107 conversations, 71.33333333333334% of this task's usage)
Task: write decisions on cases.
Collaboration pattern: task iteration (38 conversations, 25.333333333333336% of this task's usage)
Task: write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.
Collaboration pattern: directive (95 conversations, 28.78787878787879% of this task's usage)
Task: write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.
Collaboration pattern: feedback loop (17 conversations, 5.151515151515151% of this task's usage)
Task: write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.
Collaboration pattern: learning (95 conversations, 28.78787878787879% of this task's usage)
Task: write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.
Collaboration pattern: task iteration (90 conversations, 27.27272727272727% of this task's usage)
Task: write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.
Collaboration pattern: validation (28 conversations, 8.484848484848486% of this task's usage)
Task: write detailed functional specifications that document the hardware development process and support hardware introduction.
Collaboration pattern: directive (146 conversations, 50% of this task's usage)
Task: write detailed functional specifications that document the hardware development process and support hardware introduction.
Collaboration pattern: learning (22 conversations, 7.534246575342466% of this task's usage)
Task: write detailed functional specifications that document the hardware development process and support hardware introduction.
Collaboration pattern: task iteration (110 conversations, 37.67123287671233% of this task's usage)
Task: write drafts of legislative proposals, and prepare speeches, correspondence, and policy papers for governmental use.
Collaboration pattern: directive (74 conversations, 40.88397790055249% of this task's usage)
Task: write drafts of legislative proposals, and prepare speeches, correspondence, and policy papers for governmental use.
Collaboration pattern: task iteration (97 conversations, 53.59116022099448% of this task's usage)
Task: write engineering specifications to clarify design details or functional criteria of experimental electronics units.
Collaboration pattern: directive (38 conversations, 47.5% of this task's usage)
Task: write engineering specifications to clarify design details or functional criteria of experimental electronics units.
Collaboration pattern: task iteration (24 conversations, 30% of this task's usage)
Task: write humorous material for publication, or for performances such as comedy routines, gags, and comedy shows.
Collaboration pattern: directive (221 conversations, 49.66292134831461% of this task's usage)
Task: write humorous material for publication, or for performances such as comedy routines, gags, and comedy shows.
Collaboration pattern: task iteration (196 conversations, 44.04494382022472% of this task's usage)
Task: write information in medical records or provide narrative summaries to communicate patient information to other health care providers.
Collaboration pattern: directive (34 conversations, 65.38461538461539% of this task's usage)
Task: write information in medical records or provide narrative summaries to communicate patient information to other health care providers.
Collaboration pattern: task iteration (15 conversations, 28.846153846153843% of this task's usage)
Task: write instructional articles on designated subjects.
Collaboration pattern: directive (131 conversations, 67.5257731958763% of this task's usage)
Task: write instructional articles on designated subjects.
Collaboration pattern: task iteration (53 conversations, 27.31958762886598% of this task's usage)
Task: write interesting and effective press releases, prepare information for media kits, and develop and maintain company internet or intranet web pages.
Collaboration pattern: directive (299 conversations, 35.42654028436019% of this task's usage)
Task: write interesting and effective press releases, prepare information for media kits, and develop and maintain company internet or intranet web pages.
Collaboration pattern: task iteration (519 conversations, 61.492890995260666% of this task's usage)
Task: write makeup sheets and take photos in order to document specific looks and the products that were used to achieve the looks.
Collaboration pattern: directive (15 conversations, 44.11764705882353% of this task's usage)
Task: write makeup sheets and take photos in order to document specific looks and the products that were used to achieve the looks.
Collaboration pattern: task iteration (18 conversations, 52.94117647058824% of this task's usage)
Task: write narrative, dramatic, lyric, or other types of poetry for publication.
Collaboration pattern: directive (1382 conversations, 45.445577112791845% of this task's usage)
Task: write narrative, dramatic, lyric, or other types of poetry for publication.
Collaboration pattern: feedback loop (20 conversations, 0.6576783952647156% of this task's usage)
Task: write narrative, dramatic, lyric, or other types of poetry for publication.
Collaboration pattern: learning (28 conversations, 0.9207497533706016% of this task's usage)
Task: write narrative, dramatic, lyric, or other types of poetry for publication.
Collaboration pattern: task iteration (837 conversations, 27.523840841828346% of this task's usage)
Task: write narrative, dramatic, lyric, or other types of poetry for publication.
Collaboration pattern: validation (26 conversations, 0.8549819138441302% of this task's usage)
Task: write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies.
Collaboration pattern: directive (22370 conversations, 47.60486050520312% of this task's usage)
Task: write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies.
Collaboration pattern: feedback loop (8273 conversations, 17.605498925326128% of this task's usage)
Task: write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies.
Collaboration pattern: learning (2537 conversations, 5.398906173522589% of this task's usage)
Task: write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies.
Collaboration pattern: task iteration (12837 conversations, 27.31799706326743% of this task's usage)
Task: write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies.
Collaboration pattern: validation (426 conversations, 0.9065565746632334% of this task's usage)
Task: write or contribute to instructions or manuals to guide end users.
Collaboration pattern: directive (32 conversations, 50% of this task's usage)
Task: write or contribute to instructions or manuals to guide end users.
Collaboration pattern: task iteration (19 conversations, 29.6875% of this task's usage)
Task: write or review security-related documents, such as incident reports, proposals, and tactical or strategic initiatives.
Collaboration pattern: directive (26 conversations, 44.06779661016949% of this task's usage)
Task: write or review security-related documents, such as incident reports, proposals, and tactical or strategic initiatives.
Collaboration pattern: task iteration (17 conversations, 28.8135593220339% of this task's usage)
Task: write original literary pieces.
Collaboration pattern: directive (174 conversations, 35.9504132231405% of this task's usage)