seeaman/economic-index-structured huggingface dataset:
Task: provide private instruction to individual or small groups of students to improve academic performance, improve occupational skills, or prepare for academic or occupational tests.
Collaboration pattern: feedback loop (138 conversations, 1.4629492208205237% of this task's usage)
Task: provide private instruction to individual or small groups of students to improve academic performance, improve occupational skills, or prepare for academic or occupational tests.
Collaboration pattern: learning (4215 conversations, 44.68355772288773% of this task's usage)
Task: provide private instruction to individual or small groups of students to improve academic performance, improve occupational skills, or prepare for academic or occupational tests.
Collaboration pattern: task iteration (1595 conversations, 16.908724689918373% of this task's usage)
Task: provide private instruction to individual or small groups of students to improve academic performance, improve occupational skills, or prepare for academic or occupational tests.
Collaboration pattern: validation (691 conversations, 7.325347185412912% of this task's usage)
Task: provide product information, using lectures, films, charts, or slide shows.
Collaboration pattern: directive (35 conversations, 51.47058823529411% of this task's usage)
Task: provide product information, using lectures, films, charts, or slide shows.
Collaboration pattern: learning (21 conversations, 30.88235294117647% of this task's usage)
Task: provide professional consulting services to government or industry.
Collaboration pattern: directive (896 conversations, 29.708222811671085% of this task's usage)
Task: provide professional consulting services to government or industry.
Collaboration pattern: feedback loop (61 conversations, 2.0225464190981435% of this task's usage)
Task: provide professional consulting services to government or industry.
Collaboration pattern: learning (832 conversations, 27.58620689655172% of this task's usage)
Task: provide professional consulting services to government or industry.
Collaboration pattern: task iteration (989 conversations, 32.791777188328915% of this task's usage)
Task: provide professional consulting services to government or industry.
Collaboration pattern: validation (192 conversations, 6.36604774535809% of this task's usage)
Task: provide professional consulting services to government, educational institutions, or industry.
Collaboration pattern: directive (674 conversations, 28.72975277067349% of this task's usage)
Task: provide professional consulting services to government, educational institutions, or industry.
Collaboration pattern: feedback loop (48 conversations, 2.0460358056265986% of this task's usage)
Task: provide professional consulting services to government, educational institutions, or industry.
Collaboration pattern: learning (602 conversations, 25.66069906223359% of this task's usage)
Task: provide professional consulting services to government, educational institutions, or industry.
Collaboration pattern: task iteration (807 conversations, 34.39897698209718% of this task's usage)
Task: provide professional consulting services to government, educational institutions, or industry.
Collaboration pattern: validation (172 conversations, 7.331628303495311% of this task's usage)
Task: provide project management services, including the provision and analysis of technical data.
Collaboration pattern: directive (17 conversations, 41.46341463414634% of this task's usage)
Task: provide psychological or administrative services and advice to private firms and community agencies regarding mental health programs or individual cases.
Collaboration pattern: directive (24 conversations, 16.10738255033557% of this task's usage)
Task: provide psychological or administrative services and advice to private firms and community agencies regarding mental health programs or individual cases.
Collaboration pattern: learning (104 conversations, 69.79865771812081% of this task's usage)
Task: provide psychological or administrative services and advice to private firms and community agencies regarding mental health programs or individual cases.
Collaboration pattern: task iteration (15 conversations, 10.06711409395973% of this task's usage)
Task: provide public education and consultation to other professionals or groups regarding counseling services, issues, and methods.
Collaboration pattern: directive (26 conversations, 22.22222222222222% of this task's usage)
Task: provide public education and consultation to other professionals or groups regarding counseling services, issues, and methods.
Collaboration pattern: learning (67 conversations, 57.26495726495726% of this task's usage)
Task: provide reference services and assistance for users needing archival materials.
Collaboration pattern: directive (20 conversations, 35.714285714285715% of this task's usage)
Task: provide reference services and assistance for users needing archival materials.
Collaboration pattern: learning (24 conversations, 42.85714285714285% of this task's usage)
Task: provide regulatory guidance to departments or development project teams regarding design, development, evaluation, or marketing of products.
Collaboration pattern: directive (34 conversations, 27.64227642276423% of this task's usage)
Task: provide regulatory guidance to departments or development project teams regarding design, development, evaluation, or marketing of products.
Collaboration pattern: learning (63 conversations, 51.21951219512195% of this task's usage)
Task: provide regulatory guidance to departments or development project teams regarding design, development, evaluation, or marketing of products.
Collaboration pattern: task iteration (16 conversations, 13.008130081300814% of this task's usage)
Task: provide road information to assist motorists.
Collaboration pattern: directive (155 conversations, 61.26482213438735% of this task's usage)
Task: provide road information to assist motorists.
Collaboration pattern: feedback loop (16 conversations, 6.324110671936759% of this task's usage)
Task: provide road information to assist motorists.
Collaboration pattern: learning (38 conversations, 15.0197628458498% of this task's usage)
Task: provide road information to assist motorists.
Collaboration pattern: task iteration (36 conversations, 14.229249011857709% of this task's usage)
Task: provide scientific or technical guidance or expertise to scientists, engineers, technologists, technicians, or others, using knowledge of chemical, analytical, or biological processes as applied to micro and nanoscale systems.
Collaboration pattern: directive (23 conversations, 15.2317880794702% of this task's usage)
Task: provide scientific or technical guidance or expertise to scientists, engineers, technologists, technicians, or others, using knowledge of chemical, analytical, or biological processes as applied to micro and nanoscale systems.
Collaboration pattern: learning (61 conversations, 40.397350993377486% of this task's usage)
Task: provide scientific or technical guidance or expertise to scientists, engineers, technologists, technicians, or others, using knowledge of chemical, analytical, or biological processes as applied to micro and nanoscale systems.
Collaboration pattern: task iteration (31 conversations, 20.52980132450331% of this task's usage)
Task: provide scientific or technical guidance or expertise to scientists, engineers, technologists, technicians, or others, using knowledge of chemical, analytical, or biological processes as applied to micro and nanoscale systems.
Collaboration pattern: validation (18 conversations, 11.920529801324504% of this task's usage)
Task: provide services to customers, such as order placement or account information.
Collaboration pattern: directive (48 conversations, 77.41935483870968% of this task's usage)
Task: provide specialized services to help patients manage conditions such as diabetes, asthma, smoking cessation, or high blood pressure.
Collaboration pattern: directive (15 conversations, 27.77777777777778% of this task's usage)
Task: provide specialized services to help patients manage conditions such as diabetes, asthma, smoking cessation, or high blood pressure.
Collaboration pattern: learning (26 conversations, 48.14814814814815% of this task's usage)
Task: provide staff and users with assistance solving computer related problems, such as malfunctions and program problems.
Collaboration pattern: directive (26 conversations, 32.5% of this task's usage)
Task: provide staff and users with assistance solving computer related problems, such as malfunctions and program problems.
Collaboration pattern: feedback loop (19 conversations, 23.75% of this task's usage)
Task: provide statistical and computational tools for biologically based activities such as genetic analysis, measurement of gene expression, and gene function determination.
Collaboration pattern: directive (57 conversations, 32.57142857142858% of this task's usage)
Task: provide statistical and computational tools for biologically based activities such as genetic analysis, measurement of gene expression, and gene function determination.
Collaboration pattern: learning (50 conversations, 28.57142857142857% of this task's usage)
Task: provide statistical and computational tools for biologically based activities such as genetic analysis, measurement of gene expression, and gene function determination.
Collaboration pattern: task iteration (43 conversations, 24.571428571428573% of this task's usage)
Task: provide statistical modeling advice to other departments.
Collaboration pattern: learning (16 conversations, 84.21052631578947% of this task's usage)
Task: provide students with information on such topics as college degree programs and admission requirements, financial aid opportunities, trade and technical schools, and apprenticeship programs.
Collaboration pattern: directive (208 conversations, 45.81497797356828% of this task's usage)
Task: provide students with information on such topics as college degree programs and admission requirements, financial aid opportunities, trade and technical schools, and apprenticeship programs.
Collaboration pattern: learning (126 conversations, 27.75330396475771% of this task's usage)
Task: provide students with information on such topics as college degree programs and admission requirements, financial aid opportunities, trade and technical schools, and apprenticeship programs.
Collaboration pattern: task iteration (87 conversations, 19.162995594713657% of this task's usage)
Task: provide system design and integration recommendations.
Collaboration pattern: directive (198 conversations, 27.966101694915253% of this task's usage)
Task: provide system design and integration recommendations.
Collaboration pattern: feedback loop (27 conversations, 3.8135593220338975% of this task's usage)
Task: provide system design and integration recommendations.
Collaboration pattern: learning (263 conversations, 37.14689265536723% of this task's usage)
Task: provide system design and integration recommendations.
Collaboration pattern: task iteration (175 conversations, 24.717514124293785% of this task's usage)
Task: provide system design and integration recommendations.
Collaboration pattern: validation (38 conversations, 5.367231638418079% of this task's usage)
Task: provide technical advice on the use of current instructional technologies, including computer-based training, desktop videoconferencing, multimedia, and distance learning technologies.
Collaboration pattern: directive (150 conversations, 12.51042535446205% of this task's usage)
Task: provide technical advice on the use of current instructional technologies, including computer-based training, desktop videoconferencing, multimedia, and distance learning technologies.
Collaboration pattern: feedback loop (18 conversations, 1.5012510425354462% of this task's usage)
Task: provide technical advice on the use of current instructional technologies, including computer-based training, desktop videoconferencing, multimedia, and distance learning technologies.
Collaboration pattern: learning (932 conversations, 77.73144286905755% of this task's usage)
Task: provide technical advice on the use of current instructional technologies, including computer-based training, desktop videoconferencing, multimedia, and distance learning technologies.
Collaboration pattern: task iteration (38 conversations, 3.16930775646372% of this task's usage)
Task: provide technical advice on the use of current instructional technologies, including computer-based training, desktop videoconferencing, multimedia, and distance learning technologies.
Collaboration pattern: validation (26 conversations, 2.168473728106756% of this task's usage)
Task: provide technical advice to industrial or managerial personnel regarding design, construction, or program modifications or structural repairs.
Collaboration pattern: directive (15 conversations, 27.77777777777778% of this task's usage)
Task: provide technical advice to industrial or managerial personnel regarding design, construction, or program modifications or structural repairs.
Collaboration pattern: learning (25 conversations, 46.2962962962963% of this task's usage)
Task: provide technical and non-technical support and services to clients or other staff members regarding the use, operation, and maintenance of equipment.
Collaboration pattern: directive (43 conversations, 29.86111111111111% of this task's usage)
Task: provide technical and non-technical support and services to clients or other staff members regarding the use, operation, and maintenance of equipment.
Collaboration pattern: feedback loop (17 conversations, 11.805555555555555% of this task's usage)
Task: provide technical and non-technical support and services to clients or other staff members regarding the use, operation, and maintenance of equipment.
Collaboration pattern: learning (36 conversations, 25% of this task's usage)
Task: provide technical and non-technical support and services to clients or other staff members regarding the use, operation, and maintenance of equipment.
Collaboration pattern: task iteration (28 conversations, 19.444444444444446% of this task's usage)
Task: provide technical assistance in resolving electrical engineering problems encountered before, during, or after construction.
Collaboration pattern: directive (27 conversations, 22.31404958677686% of this task's usage)
Task: provide technical assistance in resolving electrical engineering problems encountered before, during, or after construction.
Collaboration pattern: learning (62 conversations, 51.2396694214876% of this task's usage)
Task: provide technical customer service.
Collaboration pattern: directive (136 conversations, 34.87179487179487% of this task's usage)
Task: provide technical customer service.
Collaboration pattern: feedback loop (31 conversations, 7.948717948717948% of this task's usage)
Task: provide technical customer service.
Collaboration pattern: learning (146 conversations, 37.43589743589744% of this task's usage)
Task: provide technical customer service.
Collaboration pattern: task iteration (41 conversations, 10.512820512820513% of this task's usage)
Task: provide technical customer service.
Collaboration pattern: validation (17 conversations, 4.358974358974359% of this task's usage)
Task: provide technical expertise in geographic information systems (gis) technology to clients or users.
Collaboration pattern: directive (18 conversations, 25.71428571428571% of this task's usage)
Task: provide technical expertise in geographic information systems (gis) technology to clients or users.
Collaboration pattern: learning (31 conversations, 44.285714285714285% of this task's usage)
Task: provide technical expertise or support related to manufacturing.
Collaboration pattern: learning (39 conversations, 60% of this task's usage)
Task: provide technical guidance or support for the development or troubleshooting of systems.
Collaboration pattern: directive (541 conversations, 17.356432467115816% of this task's usage)
Task: provide technical guidance or support for the development or troubleshooting of systems.
Collaboration pattern: feedback loop (188 conversations, 6.031440487648379% of this task's usage)
Task: provide technical guidance or support for the development or troubleshooting of systems.
Collaboration pattern: learning (1666 conversations, 53.44882900224575% of this task's usage)
Task: provide technical guidance or support for the development or troubleshooting of systems.
Collaboration pattern: task iteration (543 conversations, 17.420596727622716% of this task's usage)
Task: provide technical guidance or support for the development or troubleshooting of systems.
Collaboration pattern: validation (135 conversations, 4.331087584215592% of this task's usage)
Task: provide technical guidance or support to customers on topics such as nanosystem start-up, maintenance, or use.
Collaboration pattern: directive (62 conversations, 34.831460674157306% of this task's usage)
Task: provide technical guidance or support to customers on topics such as nanosystem start-up, maintenance, or use.
Collaboration pattern: learning (52 conversations, 29.21348314606741% of this task's usage)
Task: provide technical guidance or support to customers on topics such as nanosystem start-up, maintenance, or use.
Collaboration pattern: task iteration (34 conversations, 19.101123595505616% of this task's usage)
Task: provide technical guidance or support to customers on topics such as nanosystem start-up, maintenance, or use.
Collaboration pattern: validation (15 conversations, 8.426966292134832% of this task's usage)
Task: provide technical information about solar power, solar systems, equipment, and services to potential customers or dealers.
Collaboration pattern: directive (24 conversations, 40% of this task's usage)
Task: provide technical information about solar power, solar systems, equipment, and services to potential customers or dealers.
Collaboration pattern: learning (21 conversations, 35% of this task's usage)
Task: provide technical information about test results to physicians, family members, or researchers.
Collaboration pattern: directive (22 conversations, 19.469026548672566% of this task's usage)
Task: provide technical information about test results to physicians, family members, or researchers.
Collaboration pattern: learning (81 conversations, 71.68141592920354% of this task's usage)
Task: provide technical support for radio frequency identification device (rfid) technology.
Collaboration pattern: learning (30 conversations, 52.63157894736842% of this task's usage)
Task: provide technical support for robotic systems.
Collaboration pattern: directive (23 conversations, 12.299465240641712% of this task's usage)
Task: provide technical support for robotic systems.
Collaboration pattern: feedback loop (59 conversations, 31.55080213903744% of this task's usage)
Task: provide technical support for robotic systems.
Collaboration pattern: learning (69 conversations, 36.898395721925134% of this task's usage)
Task: provide technical support for robotic systems.
Collaboration pattern: task iteration (20 conversations, 10.6951871657754% of this task's usage)
Task: provide technical support or assistance to chemists or engineers.
Collaboration pattern: directive (156 conversations, 19.45137157107232% of this task's usage)
Task: provide technical support or assistance to chemists or engineers.
Collaboration pattern: feedback loop (169 conversations, 21.07231920199501% of this task's usage)
Task: provide technical support or assistance to chemists or engineers.
Collaboration pattern: learning (269 conversations, 33.54114713216958% of this task's usage)
Task: provide technical support or assistance to chemists or engineers.
Collaboration pattern: task iteration (132 conversations, 16.458852867830423% of this task's usage)
Task: provide technical support or assistance to chemists or engineers.
Collaboration pattern: validation (54 conversations, 6.733167082294264% of this task's usage)
Task: provide technical support or instruction to staff or customers regarding electronics equipment standards.
Collaboration pattern: directive (37 conversations, 39.784946236559136% of this task's usage)
Task: provide technical support or instruction to staff or customers regarding electronics equipment standards.
Collaboration pattern: learning (27 conversations, 29.03225806451613% of this task's usage)
Task: provide technical support to clients in the implementation of designed instruction or in task analyses and instructional systems design.
Collaboration pattern: directive (45 conversations, 24.193548387096776% of this task's usage)
Task: provide technical support to clients in the implementation of designed instruction or in task analyses and instructional systems design.
Collaboration pattern: learning (97 conversations, 52.1505376344086% of this task's usage)
Task: provide technical support to users or clients regarding the maintenance, development, or operation of geographic information systems (gis) databases, equipment, or applications.
Collaboration pattern: directive (26 conversations, 26% of this task's usage)
Task: provide technical support to users or clients regarding the maintenance, development, or operation of geographic information systems (gis) databases, equipment, or applications.
Collaboration pattern: feedback loop (36 conversations, 36% of this task's usage)
Task: provide technical support to users or clients regarding the maintenance, development, or operation of geographic information systems (gis) databases, equipment, or applications.
Collaboration pattern: learning (26 conversations, 26% of this task's usage)
Task: provide training direction, encouragement, motivation, and nutritional advice to prepare athletes for games, competitive events, or tours.
Collaboration pattern: directive (17 conversations, 58.620689655172406% of this task's usage)
Task: provide training or technical assistance in web site implementation or use.
Collaboration pattern: directive (16 conversations, 15.68627450980392% of this task's usage)
Task: provide training or technical assistance in web site implementation or use.
Collaboration pattern: learning (73 conversations, 71.56862745098039% of this task's usage)
Task: provide user applications or engineering support or recommendations for new or existing equipment with regard to installation, upgrades, or enhancements.
Collaboration pattern: directive (44 conversations, 23.03664921465969% of this task's usage)
Task: provide user applications or engineering support or recommendations for new or existing equipment with regard to installation, upgrades, or enhancements.
Collaboration pattern: learning (94 conversations, 49.21465968586388% of this task's usage)
Task: provide user applications or engineering support or recommendations for new or existing equipment with regard to installation, upgrades, or enhancements.
Collaboration pattern: task iteration (35 conversations, 18.32460732984293% of this task's usage)
Task: provide user support by diagnosing network and device problems and implementing technical or procedural solutions.
Collaboration pattern: directive (15 conversations, 31.91489361702128% of this task's usage)
Task: provide users with technical support for computer problems.
Collaboration pattern: directive (21 conversations, 25.301204819277107% of this task's usage)
Task: provide users with technical support for computer problems.
Collaboration pattern: feedback loop (19 conversations, 22.89156626506024% of this task's usage)
Task: provide users with technical support for computer problems.
Collaboration pattern: learning (21 conversations, 25.301204819277107% of this task's usage)
Task: provide, or refer patients to other providers for, education or counseling on topics such as genetic testing, newborn care, contraception, and breastfeeding.
Collaboration pattern: directive (25 conversations, 18.65671641791045% of this task's usage)
Task: provide, or refer patients to other providers for, education or counseling on topics such as genetic testing, newborn care, contraception, and breastfeeding.
Collaboration pattern: learning (88 conversations, 65.67164179104478% of this task's usage)