seeaman/economic-index-structured huggingface dataset:
Task: interview prospective clients to obtain data about their financial resources and needs, the physical condition of the person or property to be insured, and to discuss any existing coverage.
Collaboration pattern: learning (15 conversations, 38.46153846153847% of this task's usage)
Task: interview subject matter experts or conduct other research to develop instructional content.
Collaboration pattern: directive (26 conversations, 76.47058823529412% of this task's usage)
Task: invent names for products and write the slogans that appear on packaging, brochures and other promotional material.
Collaboration pattern: directive (26 conversations, 23.00884955752212% of this task's usage)
Task: invent names for products and write the slogans that appear on packaging, brochures and other promotional material.
Collaboration pattern: task iteration (83 conversations, 73.45132743362832% of this task's usage)
Task: investigate available investment opportunities to determine compatibility with client financial plans.
Collaboration pattern: directive (48 conversations, 64% of this task's usage)
Task: investigate characteristics such as cost, performance, or process capability of potential microelectromechanical systems (mems) device designs, using simulation or modeling software.
Collaboration pattern: directive (26 conversations, 15.028901734104046% of this task's usage)
Task: investigate characteristics such as cost, performance, or process capability of potential microelectromechanical systems (mems) device designs, using simulation or modeling software.
Collaboration pattern: learning (86 conversations, 49.71098265895954% of this task's usage)
Task: investigate characteristics such as cost, performance, or process capability of potential microelectromechanical systems (mems) device designs, using simulation or modeling software.
Collaboration pattern: task iteration (37 conversations, 21.38728323699422% of this task's usage)
Task: investigate customer or public complaints to determine the nature and extent of problems.
Collaboration pattern: directive (57 conversations, 37.5% of this task's usage)
Task: investigate customer or public complaints to determine the nature and extent of problems.
Collaboration pattern: learning (39 conversations, 25.657894736842103% of this task's usage)
Task: investigate customer or public complaints to determine the nature and extent of problems.
Collaboration pattern: validation (33 conversations, 21.71052631578948% of this task's usage)
Task: investigate or test specific construction project materials to determine compliance to specifications or standards.
Collaboration pattern: directive (76 conversations, 27.33812949640288% of this task's usage)
Task: investigate or test specific construction project materials to determine compliance to specifications or standards.
Collaboration pattern: learning (86 conversations, 30.93525179856115% of this task's usage)
Task: investigate or test specific construction project materials to determine compliance to specifications or standards.
Collaboration pattern: task iteration (47 conversations, 16.906474820143885% of this task's usage)
Task: investigate or test specific construction project materials to determine compliance to specifications or standards.
Collaboration pattern: validation (53 conversations, 19.06474820143885% of this task's usage)
Task: investigate products or markets to determine areas for opportunity or viability for merchandising specific products, using online or offline sources.
Collaboration pattern: directive (122 conversations, 61.92893401015228% of this task's usage)
Task: investigate products or markets to determine areas for opportunity or viability for merchandising specific products, using online or offline sources.
Collaboration pattern: learning (18 conversations, 9.137055837563452% of this task's usage)
Task: investigate products or markets to determine areas for opportunity or viability for merchandising specific products, using online or offline sources.
Collaboration pattern: task iteration (40 conversations, 20.304568527918786% of this task's usage)
Task: investigate the nature, composition, or expression of genes or research how genetic engineering can impact these processes.
Collaboration pattern: learning (20 conversations, 80% of this task's usage)
Task: investigate theoretical or conceptual issues, such as the human design considerations of lunar landers or habitats.
Collaboration pattern: directive (21 conversations, 10.096153846153848% of this task's usage)
Task: investigate theoretical or conceptual issues, such as the human design considerations of lunar landers or habitats.
Collaboration pattern: learning (137 conversations, 65.86538461538461% of this task's usage)
Task: investigate theoretical or conceptual issues, such as the human design considerations of lunar landers or habitats.
Collaboration pattern: task iteration (26 conversations, 12.5% of this task's usage)
Task: investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.
Collaboration pattern: directive (19 conversations, 39.58333333333333% of this task's usage)
Task: investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.
Collaboration pattern: learning (19 conversations, 39.58333333333333% of this task's usage)
Task: keep informed of industry trends and deals.
Collaboration pattern: directive (57 conversations, 43.18181818181818% of this task's usage)
Task: keep informed of industry trends and deals.
Collaboration pattern: learning (34 conversations, 25.75757575757576% of this task's usage)
Task: keep informed of industry trends and deals.
Collaboration pattern: task iteration (34 conversations, 25.75757575757576% of this task's usage)
Task: keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.
Collaboration pattern: directive (26 conversations, 59.09090909090909% of this task's usage)
Task: key and program specified commands and engineering specifications into computer system to change functions and test final layout.
Collaboration pattern: directive (123 conversations, 49.00398406374502% of this task's usage)
Task: key and program specified commands and engineering specifications into computer system to change functions and test final layout.
Collaboration pattern: learning (22 conversations, 8.764940239043826% of this task's usage)
Task: key and program specified commands and engineering specifications into computer system to change functions and test final layout.
Collaboration pattern: task iteration (44 conversations, 17.52988047808765% of this task's usage)
Task: key in processing instructions to program electronic equipment.
Collaboration pattern: directive (120 conversations, 44.11764705882353% of this task's usage)
Task: key in processing instructions to program electronic equipment.
Collaboration pattern: learning (31 conversations, 11.397058823529411% of this task's usage)
Task: key in processing instructions to program electronic equipment.
Collaboration pattern: task iteration (22 conversations, 8.088235294117647% of this task's usage)
Task: learn about competitors' products or consumers' interests or concerns to answer questions or provide more complete information.
Collaboration pattern: directive (24 conversations, 57.14285714285714% of this task's usage)
Task: listen and provide emotional support and encouragement to psychiatric patients.
Collaboration pattern: learning (63 conversations, 51.21951219512195% of this task's usage)
Task: listen to and resolve customer complaints regarding services, products, or personnel.
Collaboration pattern: directive (22 conversations, 12.429378531073446% of this task's usage)
Task: listen to and resolve customer complaints regarding services, products, or personnel.
Collaboration pattern: learning (28 conversations, 15.819209039548024% of this task's usage)
Task: listen to and resolve customer complaints regarding services, products, or personnel.
Collaboration pattern: task iteration (28 conversations, 15.819209039548024% of this task's usage)
Task: listen to and resolve customer complaints regarding services, products, or personnel.
Collaboration pattern: validation (20 conversations, 11.299435028248588% of this task's usage)
Task: listen to and resolve customers' complaints regarding products or services.
Collaboration pattern: directive (31 conversations, 21.98581560283688% of this task's usage)
Task: listen to and resolve customers' complaints regarding products or services.
Collaboration pattern: learning (21 conversations, 14.893617021276595% of this task's usage)
Task: listen to and resolve customers' complaints regarding products or services.
Collaboration pattern: task iteration (18 conversations, 12.76595744680851% of this task's usage)
Task: listen to and resolve customers' complaints regarding products or services.
Collaboration pattern: validation (18 conversations, 12.76595744680851% of this task's usage)
Task: locate and distribute resources, such as periodicals or curricula, to enhance the effectiveness of educational programs.
Collaboration pattern: directive (60 conversations, 45.45454545454545% of this task's usage)
Task: locate and distribute resources, such as periodicals or curricula, to enhance the effectiveness of educational programs.
Collaboration pattern: learning (49 conversations, 37.121212121212125% of this task's usage)
Task: locate and notify customers of delinquent accounts by mail, telephone, or personal visits to solicit payment.
Collaboration pattern: task iteration (16 conversations, 53.333333333333336% of this task's usage)
Task: locate and obtain existing geographic information databases.
Collaboration pattern: directive (19 conversations, 57.57575757575758% of this task's usage)
Task: locate and review research articles or environmental, historical, or technical reports.
Collaboration pattern: directive (230 conversations, 46% of this task's usage)
Task: locate and review research articles or environmental, historical, or technical reports.
Collaboration pattern: learning (140 conversations, 28.000000000000004% of this task's usage)
Task: locate and review research articles or environmental, historical, or technical reports.
Collaboration pattern: task iteration (78 conversations, 15.6% of this task's usage)
Task: locate and review research articles or environmental, historical, or technical reports.
Collaboration pattern: validation (46 conversations, 9.2% of this task's usage)
Task: locate files relating to specified design project in database library, load program into computer, and record completed job data.
Collaboration pattern: directive (19 conversations, 82.6086956521739% of this task's usage)
Task: locate library materials for patrons, including books, periodicals, tape cassettes, braille volumes, and pictures.
Collaboration pattern: directive (230 conversations, 59.74025974025974% of this task's usage)
Task: locate library materials for patrons, including books, periodicals, tape cassettes, braille volumes, and pictures.
Collaboration pattern: learning (63 conversations, 16.363636363636363% of this task's usage)
Task: locate library materials for patrons, including books, periodicals, tape cassettes, braille volumes, and pictures.
Collaboration pattern: task iteration (61 conversations, 15.844155844155845% of this task's usage)
Task: locate suppliers, using sources such as catalogs and the internet, and interview them to gather information about products to be ordered.
Collaboration pattern: directive (23 conversations, 54.761904761904766% of this task's usage)
Task: locate unusual or unique information in response to specific requests.
Collaboration pattern: directive (38 conversations, 39.58333333333333% of this task's usage)
Task: locate unusual or unique information in response to specific requests.
Collaboration pattern: learning (27 conversations, 28.125% of this task's usage)
Task: locate vendors of materials, equipment or supplies, and interview them to determine product availability and terms of sales.
Collaboration pattern: directive (54 conversations, 56.84210526315789% of this task's usage)
Task: locate vendors of materials, equipment or supplies, and interview them to determine product availability and terms of sales.
Collaboration pattern: task iteration (28 conversations, 29.47368421052631% of this task's usage)
Task: maintain and administer computer networks and related computing environments including computer hardware, systems software, applications software, and all configurations.
Collaboration pattern: directive (22 conversations, 30.985915492957744% of this task's usage)
Task: maintain and administer computer networks and related computing environments including computer hardware, systems software, applications software, and all configurations.
Collaboration pattern: learning (33 conversations, 46.478873239436616% of this task's usage)
Task: maintain and update human resources documents, such as organizational charts, employee handbooks or directories, or performance evaluation forms.
Collaboration pattern: directive (19 conversations, 67.85714285714286% of this task's usage)
Task: maintain current knowledge of organizational policies and procedures, federal and state policies and directives, and current accounting standards.
Collaboration pattern: directive (18 conversations, 12.162162162162163% of this task's usage)
Task: maintain current knowledge of organizational policies and procedures, federal and state policies and directives, and current accounting standards.
Collaboration pattern: learning (112 conversations, 75.67567567567568% of this task's usage)
Task: maintain familiarity with aspects of local real estate markets.
Collaboration pattern: directive (22 conversations, 68.75% of this task's usage)
Task: maintain knowledge of tax code changes, and of accounting procedures and theory to properly evaluate financial information.
Collaboration pattern: learning (38 conversations, 70.37037037037037% of this task's usage)
Task: maintain library of model documents, templates, or other reusable knowledge assets.
Collaboration pattern: directive (18 conversations, 60% of this task's usage)
Task: maintain networks by performing activities such as file addition, deletion, or backup.
Collaboration pattern: directive (122 conversations, 64.21052631578948% of this task's usage)
Task: maintain networks by performing activities such as file addition, deletion, or backup.
Collaboration pattern: feedback loop (21 conversations, 11.052631578947368% of this task's usage)
Task: maintain networks by performing activities such as file addition, deletion, or backup.
Collaboration pattern: learning (24 conversations, 12.63157894736842% of this task's usage)
Task: maintain networks by performing activities such as file addition, deletion, or backup.
Collaboration pattern: task iteration (17 conversations, 8.947368421052632% of this task's usage)
Task: maintain or repair plumbing by replacing defective washers, replacing or mending broken pipes, or opening clogged drains.
Collaboration pattern: directive (16 conversations, 37.2093023255814% of this task's usage)
Task: maintain records of sales, rental or usage activity, special permits issued, maintenance and operating costs, or property availability.
Collaboration pattern: directive (21 conversations, 60% of this task's usage)
Task: maintain records of students' assessment results, progress, feedback, or school performance, ensuring confidentiality of all records.
Collaboration pattern: directive (17 conversations, 85% of this task's usage)
Task: maintain understanding of current web technologies or programming practices through continuing education, reading, or participation in professional conferences, workshops, or groups.
Collaboration pattern: directive (53 conversations, 13.520408163265309% of this task's usage)
Task: maintain understanding of current web technologies or programming practices through continuing education, reading, or participation in professional conferences, workshops, or groups.
Collaboration pattern: learning (315 conversations, 80.35714285714286% of this task's usage)
Task: make and confirm reservations for transportation and accommodations, using telephones, faxes, mail, and computers.
Collaboration pattern: directive (46 conversations, 59.74025974025974% of this task's usage)
Task: make and confirm reservations for transportation and accommodations, using telephones, faxes, mail, and computers.
Collaboration pattern: task iteration (25 conversations, 32.467532467532465% of this task's usage)
Task: make diagnoses when different illnesses occur together or in situations where the diagnosis may be obscure.
Collaboration pattern: learning (43 conversations, 76.78571428571429% of this task's usage)
Task: make emergency visits to resolve equipment problems.
Collaboration pattern: feedback loop (22 conversations, 75.86206896551724% of this task's usage)
Task: make manuscript acceptance or revision recommendations to the publisher.
Collaboration pattern: task iteration (16 conversations, 28.57142857142857% of this task's usage)
Task: make manuscript acceptance or revision recommendations to the publisher.
Collaboration pattern: validation (17 conversations, 30.357142857142858% of this task's usage)
Task: make tentative diagnoses and decisions about management and treatment of patients.
Collaboration pattern: directive (18 conversations, 23.07692307692308% of this task's usage)
Task: make tentative diagnoses and decisions about management and treatment of patients.
Collaboration pattern: learning (46 conversations, 58.97435897435898% of this task's usage)
Task: make travel arrangements for executives.
Collaboration pattern: directive (56 conversations, 69.1358024691358% of this task's usage)
Task: make travel arrangements for executives.
Collaboration pattern: task iteration (23 conversations, 28.39506172839506% of this task's usage)
Task: make travel arrangements for sightseeing or other tours.
Collaboration pattern: task iteration (17 conversations, 48.57142857142857% of this task's usage)
Task: manage and oversee operations, maintenance, administration, and improvement of commercial, industrial, or residential properties.
Collaboration pattern: directive (34 conversations, 45.94594594594595% of this task's usage)
Task: manage and oversee operations, maintenance, administration, and improvement of commercial, industrial, or residential properties.
Collaboration pattern: task iteration (27 conversations, 36.48648648648648% of this task's usage)
Task: manage client portfolios, keeping client plans up-to-date.
Collaboration pattern: directive (48 conversations, 36.92307692307693% of this task's usage)
Task: manage client portfolios, keeping client plans up-to-date.
Collaboration pattern: learning (15 conversations, 11.538461538461538% of this task's usage)
Task: manage client portfolios, keeping client plans up-to-date.
Collaboration pattern: task iteration (40 conversations, 30.76923076923077% of this task's usage)
Task: manage newborn care during the first weeks of life.
Collaboration pattern: learning (71 conversations, 81.60919540229885% of this task's usage)
Task: manage security programs designed to protect personnel, facilities, and information.
Collaboration pattern: directive (15 conversations, 42.85714285714285% of this task's usage)
Task: manage user access to systems and equipment through account management and password administration.
Collaboration pattern: directive (42 conversations, 30.656934306569344% of this task's usage)
Task: manage user access to systems and equipment through account management and password administration.
Collaboration pattern: feedback loop (23 conversations, 16.78832116788321% of this task's usage)
Task: manage user access to systems and equipment through account management and password administration.
Collaboration pattern: learning (47 conversations, 34.306569343065696% of this task's usage)
Task: manage user access to systems and equipment through account management and password administration.
Collaboration pattern: task iteration (19 conversations, 13.86861313868613% of this task's usage)
Task: manipulate and enhance scanned or digital images to create desired effects, using computers and specialized software.
Collaboration pattern: directive (81 conversations, 50.31055900621118% of this task's usage)
Task: manipulate and enhance scanned or digital images to create desired effects, using computers and specialized software.
Collaboration pattern: task iteration (54 conversations, 33.54037267080746% of this task's usage)
Task: manipulate publicly accessible, commercial, or proprietary genomic, proteomic, or post-genomic databases.
Collaboration pattern: feedback loop (16 conversations, 32.6530612244898% of this task's usage)
Task: map data between source systems, data warehouses, and data marts.
Collaboration pattern: directive (41 conversations, 41% of this task's usage)
Task: map data between source systems, data warehouses, and data marts.
Collaboration pattern: learning (18 conversations, 18% of this task's usage)
Task: map data between source systems, data warehouses, and data marts.
Collaboration pattern: task iteration (26 conversations, 26% of this task's usage)
Task: mark copy to indicate and correct errors in type, arrangement, grammar, punctuation, or spelling, using standard printers' marks.
Collaboration pattern: directive (70 conversations, 31.25% of this task's usage)
Task: mark copy to indicate and correct errors in type, arrangement, grammar, punctuation, or spelling, using standard printers' marks.
Collaboration pattern: task iteration (91 conversations, 40.625% of this task's usage)
Task: mark copy to indicate and correct errors in type, arrangement, grammar, punctuation, or spelling, using standard printers' marks.
Collaboration pattern: validation (53 conversations, 23.660714285714285% of this task's usage)
Task: mark up, paste, and complete layouts and write typography instructions to prepare materials for typesetting or printing.
Collaboration pattern: directive (24 conversations, 58.53658536585365% of this task's usage)
Task: mark up, paste, and complete layouts and write typography instructions to prepare materials for typesetting or printing.
Collaboration pattern: task iteration (15 conversations, 36.58536585365854% of this task's usage)
Task: market bank products to individuals and firms, promoting bank services that may meet customers' needs.
Collaboration pattern: directive (42 conversations, 39.25233644859813% of this task's usage)
Task: market bank products to individuals and firms, promoting bank services that may meet customers' needs.
Collaboration pattern: learning (15 conversations, 14.018691588785046% of this task's usage)
Task: market bank products to individuals and firms, promoting bank services that may meet customers' needs.
Collaboration pattern: task iteration (42 conversations, 39.25233644859813% of this task's usage)
Task: market vacant space to prospective tenants through leasing agents, advertising, or other methods.
Collaboration pattern: directive (18 conversations, 62.06896551724138% of this task's usage)
Task: measure and analyze system performance and operating parameters to assess operating condition of systems or equipment.
Collaboration pattern: directive (74 conversations, 21.764705882352946% of this task's usage)
Task: measure and analyze system performance and operating parameters to assess operating condition of systems or equipment.
Collaboration pattern: feedback loop (74 conversations, 21.764705882352946% of this task's usage)
Task: measure and analyze system performance and operating parameters to assess operating condition of systems or equipment.
Collaboration pattern: learning (135 conversations, 39.70588235294117% of this task's usage)
Task: measure and analyze system performance and operating parameters to assess operating condition of systems or equipment.
Collaboration pattern: task iteration (22 conversations, 6.470588235294119% of this task's usage)