seeaman/economic-index-structured huggingface dataset:
Task: process and prepare business or government forms.
Collaboration pattern: directive (16 conversations, 55.172413793103445% of this task's usage)
Task: process and prepare documents, such as business or government forms and expense reports.
Collaboration pattern: directive (874 conversations, 75.3448275862069% of this task's usage)
Task: process and prepare documents, such as business or government forms and expense reports.
Collaboration pattern: feedback loop (15 conversations, 1.293103448275862% of this task's usage)
Task: process and prepare documents, such as business or government forms and expense reports.
Collaboration pattern: task iteration (230 conversations, 19.82758620689655% of this task's usage)
Task: process and prepare documents, such as business or government forms and expense reports.
Collaboration pattern: validation (21 conversations, 1.810344827586207% of this task's usage)
Task: process and prepare memos, correspondence, travel vouchers, or other documents.
Collaboration pattern: directive (315 conversations, 45.71843251088534% of this task's usage)
Task: process and prepare memos, correspondence, travel vouchers, or other documents.
Collaboration pattern: task iteration (358 conversations, 51.95936139332365% of this task's usage)
Task: process and review employment applications to evaluate qualifications or eligibility of applicants.
Collaboration pattern: directive (163 conversations, 62.93436293436293% of this task's usage)
Task: process and review employment applications to evaluate qualifications or eligibility of applicants.
Collaboration pattern: task iteration (74 conversations, 28.57142857142857% of this task's usage)
Task: process clinical data, including receipt, entry, verification, or filing of information.
Collaboration pattern: directive (18 conversations, 64.28571428571429% of this task's usage)
Task: process data for analysis, using computers.
Collaboration pattern: directive (72 conversations, 50% of this task's usage)
Task: process data for analysis, using computers.
Collaboration pattern: feedback loop (18 conversations, 12.5% of this task's usage)
Task: process data for analysis, using computers.
Collaboration pattern: learning (25 conversations, 17.36111111111111% of this task's usage)
Task: process data for analysis, using computers.
Collaboration pattern: task iteration (25 conversations, 17.36111111111111% of this task's usage)
Task: process large amounts of data for statistical modeling and graphic analysis, using computers.
Collaboration pattern: directive (95 conversations, 37.698412698412696% of this task's usage)
Task: process large amounts of data for statistical modeling and graphic analysis, using computers.
Collaboration pattern: feedback loop (28 conversations, 11.11111111111111% of this task's usage)
Task: process large amounts of data for statistical modeling and graphic analysis, using computers.
Collaboration pattern: learning (25 conversations, 9.92063492063492% of this task's usage)
Task: process large amounts of data for statistical modeling and graphic analysis, using computers.
Collaboration pattern: task iteration (91 conversations, 36.11111111111111% of this task's usage)
Task: process, prepare, and submit business or government forms, such as submitting applications for coverage to insurance carriers.
Collaboration pattern: directive (74 conversations, 73.26732673267327% of this task's usage)
Task: process, prepare, and submit business or government forms, such as submitting applications for coverage to insurance carriers.
Collaboration pattern: task iteration (22 conversations, 21.782178217821784% of this task's usage)
Task: process, verify, and maintain personnel related documentation, including staffing, recruitment, training, grievances, performance evaluations, classifications, and employee leaves of absence.
Collaboration pattern: directive (18 conversations, 56.25% of this task's usage)
Task: procure, produce, and provide information on the safe operation of aircraft, such as flight planning publications, operations publications, charts and maps, and weather information.
Collaboration pattern: directive (17 conversations, 56.66666666666666% of this task's usage)
Task: produce detailed images or measurement of objects, using tools such as scanning tunneling microscopes or oscilloscopes.
Collaboration pattern: directive (16 conversations, 51.61290322580645% of this task's usage)
Task: produce medical reports, correspondence, records, patient-care information, statistics, medical research, and administrative material.
Collaboration pattern: directive (67 conversations, 56.77966101694915% of this task's usage)
Task: produce medical reports, correspondence, records, patient-care information, statistics, medical research, and administrative material.
Collaboration pattern: task iteration (43 conversations, 36.440677966101696% of this task's usage)
Task: produce reports or presentations that outline findings, explain risk positions, or recommend changes.
Collaboration pattern: directive (49 conversations, 47.11538461538461% of this task's usage)
Task: produce reports or presentations that outline findings, explain risk positions, or recommend changes.
Collaboration pattern: task iteration (43 conversations, 41.34615384615385% of this task's usage)
Task: produce rough and finished graphics and graphic designs.
Collaboration pattern: directive (124 conversations, 40.1294498381877% of this task's usage)
Task: produce rough and finished graphics and graphic designs.
Collaboration pattern: task iteration (148 conversations, 47.89644012944984% of this task's usage)
Task: produce up-to-the-minute information, using internal computer systems, to allow management to base decisions on actual, not historical, data.
Collaboration pattern: directive (34 conversations, 73.91304347826086% of this task's usage)
Task: produce written summary reports of financial research results.
Collaboration pattern: directive (39 conversations, 59.09090909090909% of this task's usage)
Task: produce written summary reports of financial research results.
Collaboration pattern: task iteration (16 conversations, 24.24242424242424% of this task's usage)
Task: program computerized graphic effects.
Collaboration pattern: directive (180 conversations, 46.75324675324675% of this task's usage)
Task: program computerized graphic effects.
Collaboration pattern: feedback loop (37 conversations, 9.61038961038961% of this task's usage)
Task: program computerized graphic effects.
Collaboration pattern: learning (15 conversations, 3.896103896103896% of this task's usage)
Task: program computerized graphic effects.
Collaboration pattern: task iteration (146 conversations, 37.922077922077925% of this task's usage)
Task: program electronic equipment.
Collaboration pattern: directive (213 conversations, 45.31914893617021% of this task's usage)
Task: program electronic equipment.
Collaboration pattern: feedback loop (75 conversations, 15.95744680851064% of this task's usage)
Task: program electronic equipment.
Collaboration pattern: learning (88 conversations, 18.72340425531915% of this task's usage)
Task: program electronic equipment.
Collaboration pattern: task iteration (84 conversations, 17.872340425531917% of this task's usage)
Task: promote sales of properties through advertisements, open houses, and participation in multiple listing services.
Collaboration pattern: directive (111 conversations, 49.775784753363226% of this task's usage)
Task: promote sales of properties through advertisements, open houses, and participation in multiple listing services.
Collaboration pattern: task iteration (101 conversations, 45.2914798206278% of this task's usage)
Task: proofread, edit, and revise translated materials.
Collaboration pattern: directive (381 conversations, 46.69117647058824% of this task's usage)
Task: proofread, edit, and revise translated materials.
Collaboration pattern: task iteration (337 conversations, 41.299019607843135% of this task's usage)
Task: proofread, edit, and revise translated materials.
Collaboration pattern: validation (88 conversations, 10.784313725490197% of this task's usage)
Task: propose product designs involving microelectromechanical systems (mems) technology, considering market data or customer requirements.
Collaboration pattern: directive (22 conversations, 27.848101265822784% of this task's usage)
Task: propose product designs involving microelectromechanical systems (mems) technology, considering market data or customer requirements.
Collaboration pattern: learning (30 conversations, 37.9746835443038% of this task's usage)
Task: propose product designs involving microelectromechanical systems (mems) technology, considering market data or customer requirements.
Collaboration pattern: task iteration (21 conversations, 26.58227848101265% of this task's usage)
Task: provide additional instruction in vocational areas.
Collaboration pattern: directive (73 conversations, 34.92822966507177% of this task's usage)
Task: provide additional instruction in vocational areas.
Collaboration pattern: learning (78 conversations, 37.32057416267943% of this task's usage)
Task: provide additional instruction in vocational areas.
Collaboration pattern: task iteration (35 conversations, 16.74641148325359% of this task's usage)
Task: provide administrative support for projects by collecting data, providing project documentation, training staff, or performing other general administrative duties.
Collaboration pattern: directive (37 conversations, 44.04761904761904% of this task's usage)
Task: provide administrative support for projects by collecting data, providing project documentation, training staff, or performing other general administrative duties.
Collaboration pattern: task iteration (29 conversations, 34.523809523809526% of this task's usage)
Task: provide advice and consultation on economic relationships to businesses, public and private agencies, and other employers.
Collaboration pattern: directive (283 conversations, 21.81958365458751% of this task's usage)
Task: provide advice and consultation on economic relationships to businesses, public and private agencies, and other employers.
Collaboration pattern: feedback loop (27 conversations, 2.081727062451812% of this task's usage)
Task: provide advice and consultation on economic relationships to businesses, public and private agencies, and other employers.
Collaboration pattern: learning (477 conversations, 36.77717810331534% of this task's usage)
Task: provide advice and consultation on economic relationships to businesses, public and private agencies, and other employers.
Collaboration pattern: task iteration (370 conversations, 28.527370855821125% of this task's usage)
Task: provide advice and consultation on economic relationships to businesses, public and private agencies, and other employers.
Collaboration pattern: validation (111 conversations, 8.558211256746338% of this task's usage)
Task: provide advice and technical assistance with cost analysis, fiscal allocation, and budget preparation.
Collaboration pattern: directive (26 conversations, 23.85321100917432% of this task's usage)
Task: provide advice and technical assistance with cost analysis, fiscal allocation, and budget preparation.
Collaboration pattern: learning (41 conversations, 37.61467889908257% of this task's usage)
Task: provide advice and technical assistance with cost analysis, fiscal allocation, and budget preparation.
Collaboration pattern: task iteration (33 conversations, 30.275229357798167% of this task's usage)
Task: provide advice on best practices and implementation for selection.
Collaboration pattern: directive (25 conversations, 34.72222222222222% of this task's usage)
Task: provide advice on best practices and implementation for selection.
Collaboration pattern: learning (24 conversations, 33.33333333333333% of this task's usage)
Task: provide advice on best practices and implementation for selection.
Collaboration pattern: task iteration (16 conversations, 22.22222222222222% of this task's usage)
Task: provide advice on project costs, design concepts, or design changes.
Collaboration pattern: directive (30 conversations, 36.14457831325301% of this task's usage)
Task: provide advice on project costs, design concepts, or design changes.
Collaboration pattern: learning (30 conversations, 36.14457831325301% of this task's usage)
Task: provide advice on transportation options, types of carriers, or shipping routes.
Collaboration pattern: directive (122 conversations, 44.04332129963899% of this task's usage)
Task: provide advice on transportation options, types of carriers, or shipping routes.
Collaboration pattern: learning (66 conversations, 23.826714801444044% of this task's usage)
Task: provide advice on transportation options, types of carriers, or shipping routes.
Collaboration pattern: task iteration (65 conversations, 23.465703971119133% of this task's usage)
Task: provide advice to clients on a contract basis, working as a consultant.
Collaboration pattern: directive (571 conversations, 25.98998634501593% of this task's usage)
Task: provide advice to clients on a contract basis, working as a consultant.
Collaboration pattern: feedback loop (58 conversations, 2.639963586709149% of this task's usage)
Task: provide advice to clients on a contract basis, working as a consultant.
Collaboration pattern: learning (499 conversations, 22.71279016841147% of this task's usage)
Task: provide advice to clients on a contract basis, working as a consultant.
Collaboration pattern: task iteration (828 conversations, 37.6877560309513% of this task's usage)
Task: provide advice to clients on a contract basis, working as a consultant.
Collaboration pattern: validation (189 conversations, 8.602639963586709% of this task's usage)
Task: provide aircrews with information and services needed for airfield management and flight planning.
Collaboration pattern: directive (75 conversations, 57.692307692307686% of this task's usage)
Task: provide aircrews with information and services needed for airfield management and flight planning.
Collaboration pattern: learning (30 conversations, 23.07692307692308% of this task's usage)
Task: provide applicants with assistance in completing application forms such as those for job referrals or unemployment compensation claims.
Collaboration pattern: directive (80 conversations, 43.24324324324324% of this task's usage)
Task: provide applicants with assistance in completing application forms such as those for job referrals or unemployment compensation claims.
Collaboration pattern: task iteration (84 conversations, 45.40540540540541% of this task's usage)
Task: provide application or analytical support to researchers or traders on issues such as valuations or data.
Collaboration pattern: directive (34 conversations, 25.563909774436087% of this task's usage)
Task: provide application or analytical support to researchers or traders on issues such as valuations or data.
Collaboration pattern: learning (57 conversations, 42.85714285714285% of this task's usage)
Task: provide application or analytical support to researchers or traders on issues such as valuations or data.
Collaboration pattern: task iteration (20 conversations, 15.037593984962406% of this task's usage)
Task: provide assistance in the design of survey instruments such as questionnaires.
Collaboration pattern: directive (53 conversations, 24.200913242009133% of this task's usage)
Task: provide assistance in the design of survey instruments such as questionnaires.
Collaboration pattern: feedback loop (24 conversations, 10.95890410958904% of this task's usage)
Task: provide assistance in the design of survey instruments such as questionnaires.
Collaboration pattern: learning (47 conversations, 21.461187214611872% of this task's usage)
Task: provide assistance in the design of survey instruments such as questionnaires.
Collaboration pattern: task iteration (72 conversations, 32.87671232876712% of this task's usage)
Task: provide assistance in the design of survey instruments such as questionnaires.
Collaboration pattern: validation (17 conversations, 7.76255707762557% of this task's usage)
Task: provide assistance to faculty and staff in duties such as teaching classes, conducting orientation programs, issuing transcripts, and scheduling events.
Collaboration pattern: directive (39 conversations, 42.85714285714285% of this task's usage)
Task: provide assistance to faculty and staff in duties such as teaching classes, conducting orientation programs, issuing transcripts, and scheduling events.
Collaboration pattern: task iteration (38 conversations, 41.75824175824176% of this task's usage)
Task: provide assistance to food scientists or technologists in research and development, production technology, or quality control.
Collaboration pattern: directive (21 conversations, 34.42622950819672% of this task's usage)
Task: provide assistance to food scientists or technologists in research and development, production technology, or quality control.
Collaboration pattern: learning (18 conversations, 29.50819672131147% of this task's usage)
Task: provide assistance to students in college writing centers.
Collaboration pattern: directive (559 conversations, 36.39322916666667% of this task's usage)
Task: provide assistance to students in college writing centers.
Collaboration pattern: learning (65 conversations, 4.231770833333334% of this task's usage)
Task: provide assistance to students in college writing centers.
Collaboration pattern: task iteration (641 conversations, 41.73177083333333% of this task's usage)
Task: provide assistance to students in college writing centers.
Collaboration pattern: validation (211 conversations, 13.736979166666666% of this task's usage)
Task: provide assistance with the preparation of project-related reports, manuscripts, and presentations.
Collaboration pattern: directive (16 conversations, 30.76923076923077% of this task's usage)
Task: provide assistance with the preparation of project-related reports, manuscripts, and presentations.
Collaboration pattern: task iteration (24 conversations, 46.15384615384615% of this task's usage)
Task: provide clear, detailed descriptions of web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.
Collaboration pattern: directive (62 conversations, 34.831460674157306% of this task's usage)
Task: provide clear, detailed descriptions of web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.
Collaboration pattern: learning (54 conversations, 30.337078651685395% of this task's usage)
Task: provide clear, detailed descriptions of web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.
Collaboration pattern: task iteration (49 conversations, 27.52808988764045% of this task's usage)
Task: provide clients or family members with information about addiction issues and about available services or programs, making appropriate referrals when necessary.
Collaboration pattern: directive (44 conversations, 17.88617886178862% of this task's usage)
Task: provide clients or family members with information about addiction issues and about available services or programs, making appropriate referrals when necessary.
Collaboration pattern: learning (159 conversations, 64.63414634146342% of this task's usage)
Task: provide clients or family members with information about addiction issues and about available services or programs, making appropriate referrals when necessary.
Collaboration pattern: task iteration (21 conversations, 8.536585365853659% of this task's usage)
Task: provide clients with communication assistance, typing their correspondence or obtaining information for them.
Collaboration pattern: directive (444 conversations, 43.401759530791786% of this task's usage)
Task: provide clients with communication assistance, typing their correspondence or obtaining information for them.
Collaboration pattern: task iteration (526 conversations, 51.417399804496576% of this task's usage)
Task: provide clients with communication assistance, typing their correspondence or obtaining information for them.
Collaboration pattern: validation (42 conversations, 4.105571847507331% of this task's usage)
Task: provide clients with guidance and information about techniques for postural improvement and stretching, strengthening, relaxation, and rehabilitative exercises.
Collaboration pattern: directive (33 conversations, 27.966101694915253% of this task's usage)
Task: provide clients with guidance and information about techniques for postural improvement and stretching, strengthening, relaxation, and rehabilitative exercises.
Collaboration pattern: feedback loop (15 conversations, 12.71186440677966% of this task's usage)
Task: provide clients with guidance and information about techniques for postural improvement and stretching, strengthening, relaxation, and rehabilitative exercises.
Collaboration pattern: learning (57 conversations, 48.30508474576271% of this task's usage)
Task: provide clinical services or health education to improve and maintain the oral health of patients or the general public.
Collaboration pattern: directive (65 conversations, 42.76315789473684% of this task's usage)
Task: provide clinical services or health education to improve and maintain the oral health of patients or the general public.
Collaboration pattern: learning (64 conversations, 42.10526315789473% of this task's usage)
Task: provide clinical services to clients, such as assessing psychological problems and conducting psychotherapy.
Collaboration pattern: learning (16 conversations, 80% of this task's usage)
Task: provide consultation and surgical assistance to other physicians and surgeons.
Collaboration pattern: learning (17 conversations, 47.22222222222222% of this task's usage)
Task: provide consultation to clients or other engineers on topics such as climate control systems, energy modeling, data logging, energy management control systems, lighting or daylighting design, sustainable design, and energy auditing.
Collaboration pattern: directive (22 conversations, 31.88405797101449% of this task's usage)
Task: provide consultation to clients or other engineers on topics such as climate control systems, energy modeling, data logging, energy management control systems, lighting or daylighting design, sustainable design, and energy auditing.
Collaboration pattern: task iteration (27 conversations, 39.130434782608695% of this task's usage)
Task: provide consultation, support, or education to groups such as parents and teachers.
Collaboration pattern: directive (47 conversations, 36.43410852713178% of this task's usage)
Task: provide consultation, support, or education to groups such as parents and teachers.
Collaboration pattern: learning (25 conversations, 19.37984496124032% of this task's usage)
Task: provide consultation, support, or education to groups such as parents and teachers.
Collaboration pattern: task iteration (45 conversations, 34.88372093023256% of this task's usage)
Task: provide consulting services in fields such as resource development and management, business location and market area analysis, environmental hazards, regional cultural history, and urban social planning.
Collaboration pattern: learning (17 conversations, 36.95652173913043% of this task's usage)
Task: provide consulting services to other physicians.
Collaboration pattern: directive (18 conversations, 29.03225806451613% of this task's usage)
Task: provide consulting services to other physicians.
Collaboration pattern: learning (25 conversations, 40.32258064516129% of this task's usage)
Task: provide customer assistance and information, such as giving directions or handling wheelchairs.
Collaboration pattern: directive (76 conversations, 55.47445255474452% of this task's usage)
Task: provide customer assistance and information, such as giving directions or handling wheelchairs.
Collaboration pattern: learning (15 conversations, 10.948905109489052% of this task's usage)