seeaman/economic-index-structured huggingface dataset:
Task: answer customers' questions about products, prices, availability, product uses, and credit terms.
Collaboration pattern: directive (533 conversations, 39.56941351150705% of this task's usage)
Task: answer customers' questions about products, prices, availability, product uses, and credit terms.
Collaboration pattern: feedback loop (57 conversations, 4.231625835189309% of this task's usage)
Task: answer customers' questions about products, prices, availability, product uses, and credit terms.
Collaboration pattern: learning (471 conversations, 34.96659242761693% of this task's usage)
Task: answer customers' questions about products, prices, availability, product uses, and credit terms.
Collaboration pattern: task iteration (170 conversations, 12.620638455827764% of this task's usage)
Task: answer customers' questions about products, prices, availability, product uses, and credit terms.
Collaboration pattern: validation (33 conversations, 2.4498886414253898% of this task's usage)
Task: answer customers' questions, and explain available services such as deposit accounts, bonds, and securities.
Collaboration pattern: directive (23 conversations, 40.35087719298245% of this task's usage)
Task: answer customers' questions, and explain available services such as deposit accounts, bonds, and securities.
Collaboration pattern: learning (27 conversations, 47.368421052631575% of this task's usage)
Task: answer customers' questions, and provide information on procedures or policies.
Collaboration pattern: directive (1413 conversations, 29.716088328075703% of this task's usage)
Task: answer customers' questions, and provide information on procedures or policies.
Collaboration pattern: feedback loop (95 conversations, 1.9978969505783384% of this task's usage)
Task: answer customers' questions, and provide information on procedures or policies.
Collaboration pattern: learning (1384 conversations, 29.1062039957939% of this task's usage)
Task: answer customers' questions, and provide information on procedures or policies.
Collaboration pattern: task iteration (252 conversations, 5.299684542586751% of this task's usage)
Task: answer customers' questions, and provide information on procedures or policies.
Collaboration pattern: validation (145 conversations, 3.0494216614090432% of this task's usage)
Task: answer inquiries from current or prospective customers regarding methods, materials, or price ranges.
Collaboration pattern: directive (92 conversations, 24.40318302387268% of this task's usage)
Task: answer inquiries from current or prospective customers regarding methods, materials, or price ranges.
Collaboration pattern: learning (56 conversations, 14.854111405835544% of this task's usage)
Task: answer inquiries from current or prospective customers regarding methods, materials, or price ranges.
Collaboration pattern: task iteration (21 conversations, 5.570291777188329% of this task's usage)
Task: answer inquiries from the general public regarding judicial procedures, court appearances, trial dates, adjournments, outstanding warrants, summonses, subpoenas, witness fees, or payment of fines.
Collaboration pattern: learning (17 conversations, 53.125% of this task's usage)
Task: answer inquiries from the public concerning animal control operations.
Collaboration pattern: directive (17 conversations, 23.61111111111111% of this task's usage)
Task: answer inquiries pertaining to hotel services, guest registration, and travel directions, or make recommendations regarding shopping, dining, or entertainment.
Collaboration pattern: directive (100 conversations, 62.11180124223602% of this task's usage)
Task: answer inquiries pertaining to hotel services, guest registration, and travel directions, or make recommendations regarding shopping, dining, or entertainment.
Collaboration pattern: learning (16 conversations, 9.937888198757763% of this task's usage)
Task: answer inquiries pertaining to hotel services, guest registration, and travel directions, or make recommendations regarding shopping, dining, or entertainment.
Collaboration pattern: task iteration (40 conversations, 24.84472049689441% of this task's usage)
Task: answer inquiries regarding information such as schedules, accommodations, procedures, and policies.
Collaboration pattern: directive (224 conversations, 37.2712146422629% of this task's usage)
Task: answer inquiries regarding information such as schedules, accommodations, procedures, and policies.
Collaboration pattern: learning (157 conversations, 26.12312811980033% of this task's usage)
Task: answer inquiries regarding information such as schedules, accommodations, procedures, and policies.
Collaboration pattern: task iteration (25 conversations, 4.159733777038269% of this task's usage)
Task: answer passengers' questions about flights, aircraft, weather, travel routes and services, arrival times, or schedules.
Collaboration pattern: directive (17 conversations, 62.96296296296296% of this task's usage)
Task: answer questions about product features and benefits.
Collaboration pattern: directive (160 conversations, 39.50617283950617% of this task's usage)
Task: answer questions about product features and benefits.
Collaboration pattern: learning (140 conversations, 34.5679012345679% of this task's usage)
Task: answer questions about product features and benefits.
Collaboration pattern: task iteration (77 conversations, 19.012345679012345% of this task's usage)
Task: answer questions about records or files.
Collaboration pattern: directive (26 conversations, 38.80597014925373% of this task's usage)
Task: answer questions and provide future tax planning to clients.
Collaboration pattern: learning (34 conversations, 60.71428571428571% of this task's usage)
Task: answer questions from passengers concerning train rules, stations, and timetable information.
Collaboration pattern: directive (26 conversations, 54.16666666666666% of this task's usage)
Task: answer questions from passengers concerning train rules, stations, and timetable information.
Collaboration pattern: learning (16 conversations, 33.33333333333333% of this task's usage)
Task: answer questions from taxpayers and assist them in completing tax forms.
Collaboration pattern: directive (17 conversations, 27.41935483870968% of this task's usage)
Task: answer questions from taxpayers and assist them in completing tax forms.
Collaboration pattern: learning (40 conversations, 64.51612903225806% of this task's usage)
Task: answer questions or provide advice to the public regarding licensing policies, procedures, or regulations.
Collaboration pattern: directive (60 conversations, 48.78048780487805% of this task's usage)
Task: answer questions or provide advice to the public regarding licensing policies, procedures, or regulations.
Collaboration pattern: learning (36 conversations, 29.268292682926827% of this task's usage)
Task: answer questions or provide advice to the public regarding licensing policies, procedures, or regulations.
Collaboration pattern: task iteration (15 conversations, 12.195121951219512% of this task's usage)
Task: answer questions regarding examinations, eligibility, salaries, benefits, and other pertinent information.
Collaboration pattern: directive (26 conversations, 40% of this task's usage)
Task: answer questions regarding examinations, eligibility, salaries, benefits, and other pertinent information.
Collaboration pattern: learning (28 conversations, 43.07692307692308% of this task's usage)
Task: answer questions regarding the store and its merchandise.
Collaboration pattern: directive (24 conversations, 40.67796610169492% of this task's usage)
Task: answer questions regarding the store and its merchandise.
Collaboration pattern: learning (16 conversations, 27.11864406779661% of this task's usage)
Task: answer telephones and give information to callers, take messages, or transfer calls to appropriate individuals.
Collaboration pattern: directive (55 conversations, 16.717325227963524% of this task's usage)
Task: answer telephones, direct calls, and take messages.
Collaboration pattern: directive (17 conversations, 17.525773195876287% of this task's usage)
Task: answer telephones, responding to questions or requests.
Collaboration pattern: directive (88 conversations, 20.276497695852537% of this task's usage)
Task: answer user inquiries regarding computer software or hardware operation to resolve problems.
Collaboration pattern: directive (47 conversations, 37.903225806451616% of this task's usage)
Task: answer user inquiries regarding computer software or hardware operation to resolve problems.
Collaboration pattern: learning (47 conversations, 37.903225806451616% of this task's usage)
Task: apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.
Collaboration pattern: directive (137 conversations, 51.31086142322098% of this task's usage)
Task: apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.
Collaboration pattern: feedback loop (15 conversations, 5.617977528089887% of this task's usage)
Task: apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.
Collaboration pattern: learning (53 conversations, 19.850187265917604% of this task's usage)
Task: apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.
Collaboration pattern: task iteration (47 conversations, 17.60299625468165% of this task's usage)
Task: apply relevant laws, regulations, policies, or precedents to reach conclusions.
Collaboration pattern: directive (41 conversations, 40.5940594059406% of this task's usage)
Task: apply relevant laws, regulations, policies, or precedents to reach conclusions.
Collaboration pattern: learning (28 conversations, 27.72277227722773% of this task's usage)
Task: apply relevant laws, regulations, policies, or precedents to reach conclusions.
Collaboration pattern: task iteration (18 conversations, 17.82178217821782% of this task's usage)
Task: apply story development, directing, cinematography, and editing to animation to create storyboards that show the flow of the animation and map out key scenes and characters.
Collaboration pattern: directive (22 conversations, 57.89473684210527% of this task's usage)
Task: apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.
Collaboration pattern: learning (19 conversations, 55.88235294117647% of this task's usage)
Task: appraise property values, assessing income potential when relevant.
Collaboration pattern: directive (59 conversations, 49.57983193277311% of this task's usage)
Task: appraise property values, assessing income potential when relevant.
Collaboration pattern: task iteration (38 conversations, 31.932773109243698% of this task's usage)
Task: appraise, evaluate, and inventory real property and equipment, recording information such as the description, value, and location of property.
Collaboration pattern: directive (37 conversations, 54.41176470588235% of this task's usage)
Task: appraise, evaluate, and inventory real property and equipment, recording information such as the description, value, and location of property.
Collaboration pattern: task iteration (15 conversations, 22.058823529411764% of this task's usage)
Task: arrange and mount typeset material and illustrations into paste-ups for printing reproduction, based on artists' or editors' layouts.
Collaboration pattern: directive (22 conversations, 61.11111111111112% of this task's usage)
Task: arrange conference, meeting, or travel reservations for office personnel.
Collaboration pattern: directive (75 conversations, 49.34210526315789% of this task's usage)
Task: arrange conference, meeting, or travel reservations for office personnel.
Collaboration pattern: task iteration (55 conversations, 36.18421052631579% of this task's usage)
Task: arrange for advertising or posting of job vacancies and notify eligible workers of position availability.
Collaboration pattern: directive (89 conversations, 47.340425531914896% of this task's usage)
Task: arrange for advertising or posting of job vacancies and notify eligible workers of position availability.
Collaboration pattern: task iteration (93 conversations, 49.46808510638298% of this task's usage)
Task: arrange for copyright permissions.
Collaboration pattern: learning (17 conversations, 80.95238095238095% of this task's usage)
Task: arrange for typing, duplication, and distribution of material.
Collaboration pattern: directive (18 conversations, 78.26086956521739% of this task's usage)
Task: arrange merchandise and sales promotion displays or issue sales promotion materials to customers.
Collaboration pattern: directive (34 conversations, 72.3404255319149% of this task's usage)
Task: ask questions in accordance with instructions to obtain various specified information, such as person's name, address, age, religious preference, or state of residency.
Collaboration pattern: directive (47 conversations, 51.08695652173913% of this task's usage)
Task: ask questions that will help clients identify their feelings and behaviors.
Collaboration pattern: learning (62 conversations, 66.66666666666666% of this task's usage)
Task: assess clients' overall financial situation by reviewing income, assets, debts, expenses, credit reports, or other financial information.
Collaboration pattern: directive (34 conversations, 45.33333333333333% of this task's usage)
Task: assess clients' overall financial situation by reviewing income, assets, debts, expenses, credit reports, or other financial information.
Collaboration pattern: learning (15 conversations, 20% of this task's usage)
Task: assess clients' overall financial situation by reviewing income, assets, debts, expenses, credit reports, or other financial information.
Collaboration pattern: task iteration (18 conversations, 24% of this task's usage)
Task: assess cost effectiveness of products, projects or services, tracking actual costs relative to bids as the project develops.
Collaboration pattern: directive (20 conversations, 34.48275862068966% of this task's usage)
Task: assess cost effectiveness of products, projects or services, tracking actual costs relative to bids as the project develops.
Collaboration pattern: task iteration (25 conversations, 43.103448275862064% of this task's usage)
Task: assess current or future customer needs and priorities through communicating directly with customers, conducting surveys, or other methods.
Collaboration pattern: directive (16 conversations, 66.66666666666666% of this task's usage)
Task: assess nature and extent of illness or injury to establish and prioritize medical procedures.
Collaboration pattern: learning (23 conversations, 63.888888888888886% of this task's usage)
Task: assess nutritional needs, diet restrictions and current health plans to develop and implement dietary-care plans and provide nutritional counseling.
Collaboration pattern: directive (95 conversations, 29.32098765432099% of this task's usage)
Task: assess nutritional needs, diet restrictions and current health plans to develop and implement dietary-care plans and provide nutritional counseling.
Collaboration pattern: feedback loop (19 conversations, 5.864197530864197% of this task's usage)
Task: assess nutritional needs, diet restrictions and current health plans to develop and implement dietary-care plans and provide nutritional counseling.
Collaboration pattern: learning (79 conversations, 24.382716049382715% of this task's usage)
Task: assess nutritional needs, diet restrictions and current health plans to develop and implement dietary-care plans and provide nutritional counseling.
Collaboration pattern: task iteration (101 conversations, 31.17283950617284% of this task's usage)
Task: assess nutritional needs, diet restrictions and current health plans to develop and implement dietary-care plans and provide nutritional counseling.
Collaboration pattern: validation (30 conversations, 9.25925925925926% of this task's usage)
Task: assess patients for risk of suicide attempts.
Collaboration pattern: learning (24 conversations, 36.92307692307693% of this task's usage)
Task: assess patients' general physical appearance to make diagnoses.
Collaboration pattern: directive (32 conversations, 27.58620689655172% of this task's usage)
Task: assess patients' general physical appearance to make diagnoses.
Collaboration pattern: learning (46 conversations, 39.6551724137931% of this task's usage)
Task: assess patients' general physical appearance to make diagnoses.
Collaboration pattern: validation (25 conversations, 21.551724137931032% of this task's usage)
Task: assess patients' mental and physical status based on the presenting symptoms and complaints.
Collaboration pattern: learning (27 conversations, 79.41176470588235% of this task's usage)
Task: assess project feasibility by analyzing technology, resource needs, and market demand.
Collaboration pattern: directive (40 conversations, 33.33333333333333% of this task's usage)
Task: assess project feasibility by analyzing technology, resource needs, and market demand.
Collaboration pattern: learning (25 conversations, 20.833333333333336% of this task's usage)
Task: assess project feasibility by analyzing technology, resource needs, and market demand.
Collaboration pattern: task iteration (39 conversations, 32.5% of this task's usage)
Task: assess risks to mitigate potential consequences of incidents and develop a plan to respond to incidents.
Collaboration pattern: directive (64 conversations, 40.76433121019109% of this task's usage)
Task: assess risks to mitigate potential consequences of incidents and develop a plan to respond to incidents.
Collaboration pattern: learning (34 conversations, 21.656050955414013% of this task's usage)
Task: assess risks to mitigate potential consequences of incidents and develop a plan to respond to incidents.
Collaboration pattern: task iteration (32 conversations, 20.382165605095544% of this task's usage)
Task: assess risks to mitigate potential consequences of incidents and develop a plan to respond to incidents.
Collaboration pattern: validation (24 conversations, 15.286624203821656% of this task's usage)
Task: assess the identity, strength, or purity of medications.
Collaboration pattern: directive (82 conversations, 31.29770992366413% of this task's usage)
Task: assess the identity, strength, or purity of medications.
Collaboration pattern: learning (156 conversations, 59.54198473282442% of this task's usage)
Task: assess the nature and level of threats so that the scope of the problem can be determined.
Collaboration pattern: directive (30 conversations, 35.714285714285715% of this task's usage)
Task: assess the nature and level of threats so that the scope of the problem can be determined.
Collaboration pattern: learning (22 conversations, 26.1904761904762% of this task's usage)
Task: assess the nature and level of threats so that the scope of the problem can be determined.
Collaboration pattern: validation (16 conversations, 19.047619047619047% of this task's usage)
Task: assess the usefulness of pre-developed application packages and adapt them to a user environment.
Collaboration pattern: directive (1266 conversations, 37.213403880070544% of this task's usage)
Task: assess the usefulness of pre-developed application packages and adapt them to a user environment.
Collaboration pattern: feedback loop (193 conversations, 5.673133450911229% of this task's usage)
Task: assess the usefulness of pre-developed application packages and adapt them to a user environment.
Collaboration pattern: learning (1325 conversations, 38.947677836566726% of this task's usage)
Task: assess the usefulness of pre-developed application packages and adapt them to a user environment.
Collaboration pattern: task iteration (466 conversations, 13.697824808935922% of this task's usage)
Task: assess the usefulness of pre-developed application packages and adapt them to a user environment.
Collaboration pattern: validation (99 conversations, 2.91005291005291% of this task's usage)
Task: assist customers by providing information and resolving their complaints.
Collaboration pattern: directive (96 conversations, 42.290748898678416% of this task's usage)
Task: assist customers by providing information and resolving their complaints.
Collaboration pattern: learning (19 conversations, 8.370044052863436% of this task's usage)
Task: assist customers by providing information and resolving their complaints.
Collaboration pattern: task iteration (66 conversations, 29.074889867841406% of this task's usage)
Task: assist customers by providing information and resolving their complaints.
Collaboration pattern: validation (25 conversations, 11.013215859030836% of this task's usage)
Task: assist engineers in the design, configuration, or application of robotic systems.
Collaboration pattern: directive (18 conversations, 22.78481012658228% of this task's usage)
Task: assist engineers in the design, configuration, or application of robotic systems.
Collaboration pattern: learning (29 conversations, 36.70886075949368% of this task's usage)
Task: assist engineers in the design, configuration, or application of robotic systems.
Collaboration pattern: task iteration (25 conversations, 31.64556962025317% of this task's usage)
Task: assist in delivery, care, or feeding of infants.
Collaboration pattern: learning (15 conversations, 71.42857142857143% of this task's usage)
Task: assist in laying out material for publication.
Collaboration pattern: directive (57 conversations, 58.16326530612245% of this task's usage)
Task: assist in laying out material for publication.
Collaboration pattern: task iteration (32 conversations, 32.6530612244898% of this task's usage)
Task: assist students who need extra help with their coursework outside of class.
Collaboration pattern: directive (4147 conversations, 35.81793055795474% of this task's usage)
Task: assist students who need extra help with their coursework outside of class.
Collaboration pattern: feedback loop (256 conversations, 2.211089998272586% of this task's usage)
Task: assist students who need extra help with their coursework outside of class.
Collaboration pattern: learning (1544 conversations, 13.335636552081532% of this task's usage)
Task: assist students who need extra help with their coursework outside of class.
Collaboration pattern: task iteration (4613 conversations, 39.84280532043531% of this task's usage)
Task: assist students who need extra help with their coursework outside of class.
Collaboration pattern: validation (706 conversations, 6.097771635861116% of this task's usage)
Task: attend sales or trade meetings or read related publications to obtain information about market conditions, business trends, environmental regulations, or industry developments.
Collaboration pattern: directive (37 conversations, 52.85714285714286% of this task's usage)
Task: attend sales or trade meetings or read related publications to obtain information about market conditions, business trends, environmental regulations, or industry developments.
Collaboration pattern: learning (17 conversations, 24.285714285714285% of this task's usage)
Task: attend to the needs of the bereaved, such as by offering comfort, counseling, or after care programs.
Collaboration pattern: learning (28 conversations, 28.57142857142857% of this task's usage)
Task: author or publish professional articles, internal documents, and instructional materials.
Collaboration pattern: directive (31 conversations, 57.407407407407405% of this task's usage)
Task: author or publish professional articles, internal documents, and instructional materials.
Collaboration pattern: task iteration (21 conversations, 38.88888888888889% of this task's usage)
Task: bake, roast, broil, and steam meats, fish, vegetables, and other foods.
Collaboration pattern: directive (16 conversations, 57.14285714285714% of this task's usage)