seeaman/economic-index-structured huggingface dataset:
Task: explain to customers the different types of loans and credit options that are available, as well as the terms of those services.
Collaboration pattern: task iteration (76 conversations, 13.818181818181818% of this task's usage)
Task: explain to customers the different types of loans and credit options that are available, as well as the terms of those services.
Collaboration pattern: validation (22 conversations, 4% of this task's usage)
Task: explain treatment procedures to patients to gain cooperation and allay fears.
Collaboration pattern: learning (66 conversations, 75% of this task's usage)
Task: explain treatment procedures to patients.
Collaboration pattern: learning (18 conversations, 72% of this task's usage)
Task: explain treatment procedures, medications, diets, or physicians' instructions to patients.
Collaboration pattern: learning (21 conversations, 55.26315789473685% of this task's usage)
Task: extend existing software programs, web-based interactive tools, or database queries as sequence management and analysis needs evolve.
Collaboration pattern: directive (454 conversations, 57.68742058449809% of this task's usage)
Task: extend existing software programs, web-based interactive tools, or database queries as sequence management and analysis needs evolve.
Collaboration pattern: feedback loop (92 conversations, 11.689961880559084% of this task's usage)
Task: extend existing software programs, web-based interactive tools, or database queries as sequence management and analysis needs evolve.
Collaboration pattern: learning (54 conversations, 6.861499364675986% of this task's usage)
Task: extend existing software programs, web-based interactive tools, or database queries as sequence management and analysis needs evolve.
Collaboration pattern: task iteration (156 conversations, 19.82210927573062% of this task's usage)
Task: file and store completed documents on computer hard drive or disk, or maintain a computer filing system to store, retrieve, update and delete documents.
Collaboration pattern: directive (67 conversations, 64.42307692307693% of this task's usage)
Task: file and store completed documents on computer hard drive or disk, or maintain a computer filing system to store, retrieve, update and delete documents.
Collaboration pattern: learning (16 conversations, 15.384615384615383% of this task's usage)
Task: file data and related information and maintain and update databases.
Collaboration pattern: directive (18 conversations, 47.368421052631575% of this task's usage)
Task: follow ethical codes that protect the confidentiality of information.
Collaboration pattern: directive (23 conversations, 48.93617021276596% of this task's usage)
Task: forecast and track marketing and sales trends, analyzing collected data.
Collaboration pattern: directive (33 conversations, 44% of this task's usage)
Task: forecast and track marketing and sales trends, analyzing collected data.
Collaboration pattern: task iteration (27 conversations, 36% of this task's usage)
Task: formulate general rules that describe and predict the development and behavior of cultures and social institutions.
Collaboration pattern: learning (40 conversations, 74.07407407407408% of this task's usage)
Task: formulate herbal preparations to treat conditions considering herbal properties such as taste, toxicity, effects of preparation, contraindications, and incompatibilities.
Collaboration pattern: learning (23 conversations, 52.27272727272727% of this task's usage)
Task: formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.
Collaboration pattern: directive (68 conversations, 39.30635838150289% of this task's usage)
Task: formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.
Collaboration pattern: learning (31 conversations, 17.91907514450867% of this task's usage)
Task: formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.
Collaboration pattern: task iteration (46 conversations, 26.589595375722546% of this task's usage)
Task: formulate or implement sustainability campaign or marketing strategies.
Collaboration pattern: task iteration (17 conversations, 42.5% of this task's usage)
Task: formulate or modify recipes for specific kinds of food products.
Collaboration pattern: directive (40 conversations, 33.61344537815126% of this task's usage)
Task: formulate or modify recipes for specific kinds of food products.
Collaboration pattern: learning (19 conversations, 15.966386554621849% of this task's usage)
Task: formulate or modify recipes for specific kinds of food products.
Collaboration pattern: task iteration (41 conversations, 34.45378151260504% of this task's usage)
Task: formulate recommendations, policies, or plans to solve economic problems or to interpret markets.
Collaboration pattern: directive (15 conversations, 28.846153846153843% of this task's usage)
Task: formulate recommendations, policies, or plans to solve economic problems or to interpret markets.
Collaboration pattern: learning (19 conversations, 36.53846153846153% of this task's usage)
Task: formulate strategic plans for the institution.
Collaboration pattern: directive (75 conversations, 49.01960784313725% of this task's usage)
Task: formulate strategic plans for the institution.
Collaboration pattern: task iteration (64 conversations, 41.830065359477125% of this task's usage)
Task: formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.
Collaboration pattern: directive (89 conversations, 43.84236453201971% of this task's usage)
Task: formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.
Collaboration pattern: learning (15 conversations, 7.389162561576355% of this task's usage)
Task: formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.
Collaboration pattern: task iteration (78 conversations, 38.42364532019704% of this task's usage)
Task: furnish taxpayers with sufficient information and advice to ensure correct tax form completion.
Collaboration pattern: directive (17 conversations, 16.346153846153847% of this task's usage)
Task: furnish taxpayers with sufficient information and advice to ensure correct tax form completion.
Collaboration pattern: learning (65 conversations, 62.5% of this task's usage)
Task: gather and analyze research data, such as statutes, decisions, and legal articles, codes, and documents.
Collaboration pattern: directive (15 conversations, 50% of this task's usage)
Task: gather and compile geographic data from sources including censuses, field observations, satellite imagery, aerial photographs, and existing maps.
Collaboration pattern: directive (55 conversations, 61.11111111111112% of this task's usage)
Task: gather and organize information on problems or procedures.
Collaboration pattern: directive (15 conversations, 57.692307692307686% of this task's usage)
Task: gather and organize information to plan advertising campaigns.
Collaboration pattern: directive (47 conversations, 47% of this task's usage)
Task: gather and organize information to plan advertising campaigns.
Collaboration pattern: learning (20 conversations, 20% of this task's usage)
Task: gather and organize information to plan advertising campaigns.
Collaboration pattern: task iteration (24 conversations, 24% of this task's usage)
Task: gather data from sources such as surface or upper air stations, satellites, weather bureaus, or radar for use in meteorological reports or forecasts.
Collaboration pattern: directive (200 conversations, 62.893081761006286% of this task's usage)
Task: gather data from sources such as surface or upper air stations, satellites, weather bureaus, or radar for use in meteorological reports or forecasts.
Collaboration pattern: learning (36 conversations, 11.320754716981131% of this task's usage)
Task: gather data from sources such as surface or upper air stations, satellites, weather bureaus, or radar for use in meteorological reports or forecasts.
Collaboration pattern: task iteration (46 conversations, 14.465408805031446% of this task's usage)
Task: gather data on competitors and analyze their prices, sales, and method of marketing and distribution.
Collaboration pattern: directive (288 conversations, 56.58153241650295% of this task's usage)
Task: gather data on competitors and analyze their prices, sales, and method of marketing and distribution.
Collaboration pattern: feedback loop (16 conversations, 3.143418467583497% of this task's usage)
Task: gather data on competitors and analyze their prices, sales, and method of marketing and distribution.
Collaboration pattern: learning (61 conversations, 11.984282907662084% of this task's usage)
Task: gather data on competitors and analyze their prices, sales, and method of marketing and distribution.
Collaboration pattern: task iteration (129 conversations, 25.343811394891947% of this task's usage)
Task: gather historical data from sources such as archives, court records, diaries, news files, and photographs, as well as collect data sources such as books, pamphlets, and periodicals.
Collaboration pattern: directive (48 conversations, 52.17391304347826% of this task's usage)
Task: gather historical data from sources such as archives, court records, diaries, news files, and photographs, as well as collect data sources such as books, pamphlets, and periodicals.
Collaboration pattern: learning (28 conversations, 30.434782608695656% of this task's usage)
Task: gather information about events through research, interviews, experience, or attendance at political, news, sports, artistic, social, or other functions.
Collaboration pattern: directive (26 conversations, 70.27027027027027% of this task's usage)
Task: gather intelligence information by field observation, confidential information sources, or public records.
Collaboration pattern: directive (16 conversations, 36.36363636363637% of this task's usage)
Task: gather intelligence information by field observation, confidential information sources, or public records.
Collaboration pattern: learning (15 conversations, 34.090909090909086% of this task's usage)
Task: gather records pertinent to specific problems, review them for completeness and accuracy, and attach records to correspondence as necessary.
Collaboration pattern: directive (35 conversations, 58.333333333333336% of this task's usage)
Task: gather, analyze, correlate, or evaluate information from a variety of resources, such as law enforcement databases.
Collaboration pattern: directive (25 conversations, 51.02040816326531% of this task's usage)
Task: gather, analyze, correlate, or evaluate information from a variety of resources, such as law enforcement databases.
Collaboration pattern: learning (16 conversations, 32.6530612244898% of this task's usage)
Task: gather, analyze, or document user feedback to locate or resolve sources of problems.
Collaboration pattern: directive (24 conversations, 35.82089552238806% of this task's usage)
Task: gather, analyze, or document user feedback to locate or resolve sources of problems.
Collaboration pattern: task iteration (18 conversations, 26.86567164179105% of this task's usage)
Task: gather, analyze, or document user feedback to locate or resolve sources of problems.
Collaboration pattern: validation (20 conversations, 29.85074626865672% of this task's usage)
Task: generate lists of properties for sale, their locations, descriptions, and available financing options, using computers.
Collaboration pattern: directive (36 conversations, 64.28571428571429% of this task's usage)
Task: generate lists of properties for sale, their locations, descriptions, and available financing options, using computers.
Collaboration pattern: task iteration (15 conversations, 26.785714285714285% of this task's usage)
Task: generate lists of properties that are compatible with buyers' needs and financial resources.
Collaboration pattern: directive (37 conversations, 46.83544303797469% of this task's usage)
Task: generate lists of properties that are compatible with buyers' needs and financial resources.
Collaboration pattern: task iteration (31 conversations, 39.24050632911392% of this task's usage)
Task: generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.
Collaboration pattern: directive (309 conversations, 54.98220640569394% of this task's usage)
Task: generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.
Collaboration pattern: feedback loop (17 conversations, 3.0249110320284696% of this task's usage)
Task: generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.
Collaboration pattern: learning (29 conversations, 5.160142348754448% of this task's usage)
Task: generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.
Collaboration pattern: task iteration (178 conversations, 31.672597864768683% of this task's usage)
Task: generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.
Collaboration pattern: validation (24 conversations, 4.270462633451958% of this task's usage)
Task: give advice on sightseeing and shopping.
Collaboration pattern: directive (60 conversations, 45.80152671755725% of this task's usage)
Task: give advice on sightseeing and shopping.
Collaboration pattern: learning (16 conversations, 12.213740458015266% of this task's usage)
Task: give advice on sightseeing and shopping.
Collaboration pattern: task iteration (42 conversations, 32.06106870229007% of this task's usage)
Task: greet customers and help them locate merchandise.
Collaboration pattern: directive (31 conversations, 83.78378378378379% of this task's usage)
Task: greet passengers, provide information, and answer questions concerning fares, schedules, transfers, and routings.
Collaboration pattern: directive (55 conversations, 57.89473684210527% of this task's usage)
Task: greet passengers, provide information, and answer questions concerning fares, schedules, transfers, and routings.
Collaboration pattern: learning (26 conversations, 27.368421052631582% of this task's usage)
Task: grill, cook, and fry foods such as french fries, eggs, and pancakes.
Collaboration pattern: directive (15 conversations, 68.18181818181817% of this task's usage)
Task: guide and counsel students with adjustment or academic problems or special academic interests.
Collaboration pattern: task iteration (16 conversations, 35.55555555555556% of this task's usage)
Task: guide and counsel students with adjustment or academic problems, or special academic interests.
Collaboration pattern: directive (48 conversations, 41.37931034482759% of this task's usage)
Task: guide and counsel students with adjustment or academic problems, or special academic interests.
Collaboration pattern: learning (18 conversations, 15.517241379310343% of this task's usage)
Task: guide and counsel students with adjustment or academic problems, or special academic interests.
Collaboration pattern: task iteration (38 conversations, 32.758620689655174% of this task's usage)
Task: guide clients in the development of skills or strategies for dealing with their problems.
Collaboration pattern: directive (757 conversations, 23.35698858377044% of this task's usage)
Task: guide clients in the development of skills or strategies for dealing with their problems.
Collaboration pattern: feedback loop (93 conversations, 2.8694847269361308% of this task's usage)
Task: guide clients in the development of skills or strategies for dealing with their problems.
Collaboration pattern: learning (1097 conversations, 33.84757790805308% of this task's usage)
Task: guide clients in the development of skills or strategies for dealing with their problems.
Collaboration pattern: task iteration (741 conversations, 22.86331379203949% of this task's usage)
Task: guide clients in the development of skills or strategies for dealing with their problems.
Collaboration pattern: validation (274 conversations, 8.45418080839247% of this task's usage)
Task: handle customer complaints and take appropriate action to resolve them.
Collaboration pattern: directive (38 conversations, 41.30434782608695% of this task's usage)
Task: handle customer complaints and take appropriate action to resolve them.
Collaboration pattern: task iteration (24 conversations, 26.08695652173913% of this task's usage)
Task: help children with homework and school work.
Collaboration pattern: directive (136 conversations, 45.48494983277592% of this task's usage)
Task: help children with homework and school work.
Collaboration pattern: task iteration (140 conversations, 46.82274247491639% of this task's usage)
Task: help patrons find and use library resources, such as reference materials, audio-visual equipment, computers, and other electronic resources and provide technical assistance when needed.
Collaboration pattern: directive (22 conversations, 36.0655737704918% of this task's usage)
Task: help patrons find and use library resources, such as reference materials, audio-visual equipment, computers, and other electronic resources and provide technical assistance when needed.
Collaboration pattern: learning (23 conversations, 37.704918032786885% of this task's usage)
Task: help programmers and systems analysts test and debug new programs.
Collaboration pattern: directive (508 conversations, 22.106179286335944% of this task's usage)
Task: help programmers and systems analysts test and debug new programs.
Collaboration pattern: feedback loop (698 conversations, 30.374238468233244% of this task's usage)
Task: help programmers and systems analysts test and debug new programs.
Collaboration pattern: learning (758 conversations, 32.9852045256745% of this task's usage)
Task: help programmers and systems analysts test and debug new programs.
Collaboration pattern: task iteration (159 conversations, 6.919060052219321% of this task's usage)
Task: help programmers and systems analysts test and debug new programs.
Collaboration pattern: validation (121 conversations, 5.265448215839861% of this task's usage)
Task: identify and analyze industry or geographic trends with business strategy implications.
Collaboration pattern: directive (19 conversations, 28.78787878787879% of this task's usage)
Task: identify and analyze industry or geographic trends with business strategy implications.
Collaboration pattern: learning (30 conversations, 45.45454545454545% of this task's usage)
Task: identify and report problems in obtaining valid data.
Collaboration pattern: directive (47 conversations, 40.17094017094017% of this task's usage)
Task: identify and report problems in obtaining valid data.
Collaboration pattern: validation (30 conversations, 25.64102564102564% of this task's usage)
Task: identify and report safety concerns to maintain a safe shopping and working environment.
Collaboration pattern: directive (20 conversations, 40.81632653061224% of this task's usage)
Task: identify and resolve conflicts related to the meanings of words, concepts, practices, or behaviors.
Collaboration pattern: learning (21 conversations, 51.21951219512195% of this task's usage)
Task: identify and respond to emergency physical or mental health situations.
Collaboration pattern: directive (29 conversations, 14.499999999999998% of this task's usage)
Task: identify and respond to emergency physical or mental health situations.
Collaboration pattern: learning (52 conversations, 26% of this task's usage)
Task: identify energy savings opportunities and make recommendations to achieve more energy efficient operation.
Collaboration pattern: learning (19 conversations, 59.375% of this task's usage)
Task: identify funding sources and write grant proposals for eligible programs or services.
Collaboration pattern: directive (28 conversations, 54.90196078431373% of this task's usage)
Task: identify issues for research and analysis.
Collaboration pattern: directive (15 conversations, 60% of this task's usage)
Task: identify main client groups and audiences, determine the best way to communicate publicity information to them, and develop and implement a communication plan.
Collaboration pattern: task iteration (17 conversations, 45.94594594594595% of this task's usage)
Task: identify methods for interfacing web application technologies with enterprise resource planning or other system software.
Collaboration pattern: directive (122 conversations, 34.36619718309859% of this task's usage)
Task: identify methods for interfacing web application technologies with enterprise resource planning or other system software.
Collaboration pattern: feedback loop (31 conversations, 8.732394366197182% of this task's usage)
Task: identify methods for interfacing web application technologies with enterprise resource planning or other system software.
Collaboration pattern: learning (166 conversations, 46.76056338028169% of this task's usage)
Task: identify methods for interfacing web application technologies with enterprise resource planning or other system software.
Collaboration pattern: task iteration (24 conversations, 6.760563380281689% of this task's usage)
Task: identify opportunities or develop channels for purchase or sale of securities or commodities.
Collaboration pattern: directive (19 conversations, 70.37037037037037% of this task's usage)
Task: identify or classify species of insects or allied forms, such as mites or spiders.
Collaboration pattern: directive (66 conversations, 34.196891191709845% of this task's usage)
Task: identify or classify species of insects or allied forms, such as mites or spiders.
Collaboration pattern: feedback loop (34 conversations, 17.616580310880828% of this task's usage)
Task: identify or classify species of insects or allied forms, such as mites or spiders.
Collaboration pattern: learning (74 conversations, 38.34196891191709% of this task's usage)
Task: identify or develop business rules or standard operating procedures to streamline operating processes.
Collaboration pattern: task iteration (16 conversations, 50% of this task's usage)
Task: identify or recommend integrated weed and pest management (ipm) strategies, such as resistant plants, cultural or behavioral controls, soil amendments, insects, natural enemies, barriers, or pesticides.
Collaboration pattern: directive (39 conversations, 34.21052631578947% of this task's usage)
Task: identify or recommend integrated weed and pest management (ipm) strategies, such as resistant plants, cultural or behavioral controls, soil amendments, insects, natural enemies, barriers, or pesticides.
Collaboration pattern: feedback loop (19 conversations, 16.666666666666664% of this task's usage)
Task: identify or recommend integrated weed and pest management (ipm) strategies, such as resistant plants, cultural or behavioral controls, soil amendments, insects, natural enemies, barriers, or pesticides.
Collaboration pattern: learning (39 conversations, 34.21052631578947% of this task's usage)
Task: identify or separate waste products or materials for recycling or reuse.
Collaboration pattern: directive (17 conversations, 47.22222222222222% of this task's usage)
Task: identify potential clients, using advertising campaigns, mailing lists, or personal contacts.
Collaboration pattern: task iteration (17 conversations, 56.66666666666666% of this task's usage)
Task: identify potential for loss and develop strategies to eliminate it.
Collaboration pattern: directive (63 conversations, 33.33333333333333% of this task's usage)