seeaman/economic-index-structured huggingface dataset:
Task: measure and analyze system performance and operating parameters to assess operating condition of systems or equipment.
Collaboration pattern: validation (30 conversations, 8.823529411764707% of this task's usage)
Task: measure dimensions of finished workpieces to ensure conformance to specifications, using precision measuring instruments, templates, and fixtures.
Collaboration pattern: directive (40 conversations, 49.38271604938272% of this task's usage)
Task: measure dimensions of products to verify conformance to specifications, using measuring instruments such as rulers, calipers, gauges, or micrometers.
Collaboration pattern: directive (95 conversations, 39.25619834710744% of this task's usage)
Task: measure dimensions of products to verify conformance to specifications, using measuring instruments such as rulers, calipers, gauges, or micrometers.
Collaboration pattern: feedback loop (23 conversations, 9.50413223140496% of this task's usage)
Task: measure dimensions of products to verify conformance to specifications, using measuring instruments such as rulers, calipers, gauges, or micrometers.
Collaboration pattern: learning (46 conversations, 19.00826446280992% of this task's usage)
Task: measure dimensions of products to verify conformance to specifications, using measuring instruments such as rulers, calipers, gauges, or micrometers.
Collaboration pattern: task iteration (56 conversations, 23.1404958677686% of this task's usage)
Task: measure dimensions of products to verify conformance to specifications, using measuring instruments such as rulers, calipers, gauges, or micrometers.
Collaboration pattern: validation (20 conversations, 8.264462809917356% of this task's usage)
Task: measure ingredients required for specific food items being prepared.
Collaboration pattern: directive (58 conversations, 53.21100917431193% of this task's usage)
Task: measure ingredients required for specific food items being prepared.
Collaboration pattern: task iteration (30 conversations, 27.52293577981651% of this task's usage)
Task: measure or weigh materials, using rulers, calculators, and scales.
Collaboration pattern: directive (20 conversations, 60.60606060606061% of this task's usage)
Task: measure parts to verify specified dimensions or settings, such as camera shutter speed or light meter reading accuracy, using measuring instruments.
Collaboration pattern: learning (17 conversations, 38.63636363636363% of this task's usage)
Task: measure the effectiveness of marketing, advertising, and communications programs and strategies.
Collaboration pattern: directive (90 conversations, 36.43724696356275% of this task's usage)
Task: measure the effectiveness of marketing, advertising, and communications programs and strategies.
Collaboration pattern: feedback loop (29 conversations, 11.740890688259109% of this task's usage)
Task: measure the effectiveness of marketing, advertising, and communications programs and strategies.
Collaboration pattern: learning (23 conversations, 9.31174089068826% of this task's usage)
Task: measure the effectiveness of marketing, advertising, and communications programs and strategies.
Collaboration pattern: task iteration (67 conversations, 27.125506072874497% of this task's usage)
Task: measure the effectiveness of marketing, advertising, and communications programs and strategies.
Collaboration pattern: validation (31 conversations, 12.550607287449392% of this task's usage)
Task: measure velocity, horsepower, revolutions per minute (rpm), amperage, circuitry, and voltage of units or parts to diagnose problems, using ammeters, voltmeters, wattmeters, and other testing devices.
Collaboration pattern: directive (39 conversations, 20.526315789473685% of this task's usage)
Task: measure velocity, horsepower, revolutions per minute (rpm), amperage, circuitry, and voltage of units or parts to diagnose problems, using ammeters, voltmeters, wattmeters, and other testing devices.
Collaboration pattern: feedback loop (41 conversations, 21.57894736842105% of this task's usage)
Task: measure velocity, horsepower, revolutions per minute (rpm), amperage, circuitry, and voltage of units or parts to diagnose problems, using ammeters, voltmeters, wattmeters, and other testing devices.
Collaboration pattern: learning (86 conversations, 45.26315789473684% of this task's usage)
Task: meet with clients to schedule and plan details of conventions, banquets, receptions and other functions.
Collaboration pattern: task iteration (17 conversations, 62.96296296296296% of this task's usage)
Task: mix ingredients, such as liquor, soda, water, sugar, and bitters, to prepare cocktails and other drinks.
Collaboration pattern: directive (37 conversations, 46.83544303797469% of this task's usage)
Task: mix ingredients, such as liquor, soda, water, sugar, and bitters, to prepare cocktails and other drinks.
Collaboration pattern: learning (16 conversations, 20.253164556962027% of this task's usage)
Task: mix ingredients, such as liquor, soda, water, sugar, and bitters, to prepare cocktails and other drinks.
Collaboration pattern: task iteration (20 conversations, 25.31645569620253% of this task's usage)
Task: modify and customize commercial programs for internal needs.
Collaboration pattern: directive (490 conversations, 34.97501784439686% of this task's usage)
Task: modify and customize commercial programs for internal needs.
Collaboration pattern: feedback loop (243 conversations, 17.34475374732334% of this task's usage)
Task: modify and customize commercial programs for internal needs.
Collaboration pattern: learning (159 conversations, 11.349036402569594% of this task's usage)
Task: modify and customize commercial programs for internal needs.
Collaboration pattern: task iteration (472 conversations, 33.69022127052106% of this task's usage)
Task: modify and customize commercial programs for internal needs.
Collaboration pattern: validation (18 conversations, 1.284796573875803% of this task's usage)
Task: modify existing databases and database management systems or direct programmers and analysts to make changes.
Collaboration pattern: directive (858 conversations, 34.84971567831032% of this task's usage)
Task: modify existing databases and database management systems or direct programmers and analysts to make changes.
Collaboration pattern: feedback loop (659 conversations, 26.76685621445979% of this task's usage)
Task: modify existing databases and database management systems or direct programmers and analysts to make changes.
Collaboration pattern: learning (147 conversations, 5.970755483346872% of this task's usage)
Task: modify existing databases and database management systems or direct programmers and analysts to make changes.
Collaboration pattern: task iteration (677 conversations, 27.49796913078797% of this task's usage)
Task: modify existing databases and database management systems or direct programmers and analysts to make changes.
Collaboration pattern: validation (92 conversations, 3.736799350121852% of this task's usage)
Task: modify existing programs to enhance efficiency.
Collaboration pattern: directive (2285 conversations, 47.74341830338487% of this task's usage)
Task: modify existing programs to enhance efficiency.
Collaboration pattern: feedback loop (628 conversations, 13.121604680317592% of this task's usage)
Task: modify existing programs to enhance efficiency.
Collaboration pattern: learning (240 conversations, 5.014625992478061% of this task's usage)
Task: modify existing programs to enhance efficiency.
Collaboration pattern: task iteration (1399 conversations, 29.231090681153365% of this task's usage)
Task: modify existing programs to enhance efficiency.
Collaboration pattern: validation (143 conversations, 2.987881320518178% of this task's usage)
Task: modify existing software to correct errors, allow it to adapt to new hardware, or to improve its performance.
Collaboration pattern: directive (13343 conversations, 36.24534811072175% of this task's usage)
Task: modify existing software to correct errors, allow it to adapt to new hardware, or to improve its performance.
Collaboration pattern: feedback loop (11923 conversations, 32.388015103360225% of this task's usage)
Task: modify existing software to correct errors, allow it to adapt to new hardware, or to improve its performance.
Collaboration pattern: learning (1511 conversations, 4.1045282916361066% of this task's usage)
Task: modify existing software to correct errors, allow it to adapt to new hardware, or to improve its performance.
Collaboration pattern: task iteration (8684 conversations, 23.58949284220248% of this task's usage)
Task: modify existing software to correct errors, allow it to adapt to new hardware, or to improve its performance.
Collaboration pattern: validation (833 conversations, 2.2627876022057425% of this task's usage)
Task: modify existing software to correct errors, to adapt it to new hardware, or to upgrade interfaces and improve performance.
Collaboration pattern: directive (9479 conversations, 36.26798285889195% of this task's usage)
Task: modify existing software to correct errors, to adapt it to new hardware, or to upgrade interfaces and improve performance.
Collaboration pattern: feedback loop (8524 conversations, 32.61401897765534% of this task's usage)
Task: modify existing software to correct errors, to adapt it to new hardware, or to upgrade interfaces and improve performance.
Collaboration pattern: learning (1093 conversations, 4.181971227425773% of this task's usage)
Task: modify existing software to correct errors, to adapt it to new hardware, or to upgrade interfaces and improve performance.
Collaboration pattern: task iteration (6128 conversations, 23.44658708295072% of this task's usage)
Task: modify existing software to correct errors, to adapt it to new hardware, or to upgrade interfaces and improve performance.
Collaboration pattern: validation (563 conversations, 2.1541169268442% of this task's usage)
Task: modify treatment plans according to changes in client status.
Collaboration pattern: learning (16 conversations, 44.44444444444444% of this task's usage)
Task: modify, maintain, and repair electronics equipment and systems to ensure that they function properly.
Collaboration pattern: directive (242 conversations, 45.06517690875233% of this task's usage)
Task: modify, maintain, and repair electronics equipment and systems to ensure that they function properly.
Collaboration pattern: feedback loop (160 conversations, 29.7951582867784% of this task's usage)
Task: modify, maintain, and repair electronics equipment and systems to ensure that they function properly.
Collaboration pattern: learning (104 conversations, 19.36685288640596% of this task's usage)
Task: modify, maintain, and repair electronics equipment and systems to ensure that they function properly.
Collaboration pattern: task iteration (20 conversations, 3.7243947858473% of this task's usage)
Task: monitor and analyze network performance and data input/output reports to detect problems, identify inefficient use of computer resources, or perform capacity planning.
Collaboration pattern: directive (21 conversations, 22.105263157894736% of this task's usage)
Task: monitor and analyze network performance and data input/output reports to detect problems, identify inefficient use of computer resources, or perform capacity planning.
Collaboration pattern: feedback loop (23 conversations, 24.21052631578948% of this task's usage)
Task: monitor and analyze network performance and data input/output reports to detect problems, identify inefficient use of computer resources, or perform capacity planning.
Collaboration pattern: learning (29 conversations, 30.526315789473685% of this task's usage)
Task: monitor and analyze sales promotion results to determine cost effectiveness of promotion campaigns.
Collaboration pattern: directive (249 conversations, 36.35036496350365% of this task's usage)
Task: monitor and analyze sales promotion results to determine cost effectiveness of promotion campaigns.
Collaboration pattern: feedback loop (26 conversations, 3.795620437956204% of this task's usage)
Task: monitor and analyze sales promotion results to determine cost effectiveness of promotion campaigns.
Collaboration pattern: learning (157 conversations, 22.91970802919708% of this task's usage)
Task: monitor and analyze sales promotion results to determine cost effectiveness of promotion campaigns.
Collaboration pattern: task iteration (181 conversations, 26.423357664233578% of this task's usage)
Task: monitor and analyze sales promotion results to determine cost effectiveness of promotion campaigns.
Collaboration pattern: validation (62 conversations, 9.05109489051095% of this task's usage)
Task: monitor and analyze sales records, trends, or economic conditions to anticipate consumer buying patterns and determine what the company will sell and how much inventory is needed.
Collaboration pattern: directive (15 conversations, 45.45454545454545% of this task's usage)
Task: monitor and follow applicable laws and regulations.
Collaboration pattern: directive (18 conversations, 54.54545454545454% of this task's usage)
Task: monitor changes affecting supply and demand, tracking market conditions, price trends, or futures markets.
Collaboration pattern: directive (75 conversations, 55.55555555555556% of this task's usage)
Task: monitor changes affecting supply and demand, tracking market conditions, price trends, or futures markets.
Collaboration pattern: learning (35 conversations, 25.925925925925924% of this task's usage)
Task: monitor database performance and perform any necessary maintenance, upgrades, or repairs.
Collaboration pattern: directive (400 conversations, 22.77904328018224% of this task's usage)
Task: monitor database performance and perform any necessary maintenance, upgrades, or repairs.
Collaboration pattern: feedback loop (642 conversations, 36.56036446469248% of this task's usage)
Task: monitor database performance and perform any necessary maintenance, upgrades, or repairs.
Collaboration pattern: learning (415 conversations, 23.633257403189067% of this task's usage)
Task: monitor database performance and perform any necessary maintenance, upgrades, or repairs.
Collaboration pattern: task iteration (159 conversations, 9.054669703872438% of this task's usage)
Task: monitor database performance and perform any necessary maintenance, upgrades, or repairs.
Collaboration pattern: validation (111 conversations, 6.32118451025057% of this task's usage)
Task: monitor events, trends, and other circumstances, research specific subject areas, attend art exhibitions, and read art publications to develop ideas and keep current on art world activities.
Collaboration pattern: directive (66 conversations, 35.483870967741936% of this task's usage)
Task: monitor events, trends, and other circumstances, research specific subject areas, attend art exhibitions, and read art publications to develop ideas and keep current on art world activities.
Collaboration pattern: learning (62 conversations, 33.33333333333333% of this task's usage)
Task: monitor events, trends, and other circumstances, research specific subject areas, attend art exhibitions, and read art publications to develop ideas and keep current on art world activities.
Collaboration pattern: task iteration (35 conversations, 18.817204301075268% of this task's usage)
Task: monitor financial market trends to ensure that client plans are responsive.
Collaboration pattern: directive (85 conversations, 54.83870967741935% of this task's usage)
Task: monitor financial market trends to ensure that client plans are responsive.
Collaboration pattern: learning (32 conversations, 20.64516129032258% of this task's usage)
Task: monitor financial market trends to ensure that client plans are responsive.
Collaboration pattern: task iteration (15 conversations, 9.67741935483871% of this task's usage)
Task: monitor financial or operational performance of individual investments to ensure portfolios meet risk goals.
Collaboration pattern: directive (63 conversations, 50.80645161290322% of this task's usage)
Task: monitor financial or operational performance of individual investments to ensure portfolios meet risk goals.
Collaboration pattern: learning (17 conversations, 13.709677419354838% of this task's usage)
Task: monitor financial or operational performance of individual investments to ensure portfolios meet risk goals.
Collaboration pattern: task iteration (25 conversations, 20.161290322580644% of this task's usage)
Task: monitor fundamental economic, industrial, and corporate developments by analyzing information from financial publications and services, investment banking firms, government agencies, trade publications, company sources, or personal interviews.
Collaboration pattern: directive (81 conversations, 71.05263157894737% of this task's usage)
Task: monitor fundamental economic, industrial, and corporate developments by analyzing information from financial publications and services, investment banking firms, government agencies, trade publications, company sources, or personal interviews.
Collaboration pattern: learning (19 conversations, 16.666666666666664% of this task's usage)
Task: monitor how the wind, heat, or cold affect the curing of the concrete throughout the entire process.
Collaboration pattern: directive (27 conversations, 31.76470588235294% of this task's usage)
Task: monitor how the wind, heat, or cold affect the curing of the concrete throughout the entire process.
Collaboration pattern: learning (35 conversations, 41.17647058823529% of this task's usage)
Task: monitor industry websites or publications for information about patches, releases, viruses, or potential problem identification.
Collaboration pattern: directive (15 conversations, 62.5% of this task's usage)
Task: monitor market conditions, product innovations, and competitors' products, prices, and sales.
Collaboration pattern: directive (40 conversations, 44.9438202247191% of this task's usage)
Task: monitor market conditions, product innovations, and competitors' products, prices, and sales.
Collaboration pattern: learning (29 conversations, 32.58426966292135% of this task's usage)
Task: monitor market conditions, product innovations, and competitors' products, prices, and sales.
Collaboration pattern: task iteration (15 conversations, 16.853932584269664% of this task's usage)
Task: monitor markets or positions.
Collaboration pattern: directive (52 conversations, 61.90476190476191% of this task's usage)
Task: monitor regulatory or tax law changes to ensure fund compliance or to capitalize on development opportunities.
Collaboration pattern: learning (23 conversations, 47.91666666666667% of this task's usage)
Task: monitor security system performance logs to identify problems and notify security specialists when problems occur.
Collaboration pattern: learning (15 conversations, 48.38709677419355% of this task's usage)
Task: monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.
Collaboration pattern: directive (15 conversations, 40.54054054054054% of this task's usage)
Task: monitor, evaluate, and record client progress with respect to treatment goals.
Collaboration pattern: directive (23 conversations, 57.49999999999999% of this task's usage)
Task: monitor, evaluate, and record client progress with respect to treatment goals.
Collaboration pattern: task iteration (15 conversations, 37.5% of this task's usage)
Task: negotiate the sale, lease, or development of property and complete or review appropriate documents and forms.
Collaboration pattern: directive (18 conversations, 37.5% of this task's usage)
Task: negotiate the sale, lease, or development of property and complete or review appropriate documents and forms.
Collaboration pattern: task iteration (25 conversations, 52.083333333333336% of this task's usage)
Task: none
Collaboration pattern: directive (25852 conversations, 46.89109772908655% of this task's usage)
Task: none
Collaboration pattern: feedback loop (1224 conversations, 2.220126242472611% of this task's usage)
Task: none
Collaboration pattern: learning (11689 conversations, 21.20184284988754% of this task's usage)
Task: none
Collaboration pattern: task iteration (4278 conversations, 7.759558876877312% of this task's usage)
Task: none
Collaboration pattern: validation (1885 conversations, 3.419066966553% of this task's usage)
Task: observe action of microorganisms upon living tissues of plants, higher animals, and other microorganisms, and on dead organic matter.
Collaboration pattern: learning (21 conversations, 75% of this task's usage)
Task: observe and evaluate students' work to determine progress and make suggestions for improvement.
Collaboration pattern: directive (244 conversations, 28.638497652582164% of this task's usage)
Task: observe and evaluate students' work to determine progress and make suggestions for improvement.
Collaboration pattern: task iteration (219 conversations, 25.70422535211268% of this task's usage)
Task: observe and evaluate students' work to determine progress and make suggestions for improvement.
Collaboration pattern: validation (360 conversations, 42.25352112676056% of this task's usage)
Task: observe and evaluate students' work to determine progress, provide feedback, and make suggestions for improvement.
Collaboration pattern: directive (588 conversations, 26.15658362989324% of this task's usage)
Task: observe and evaluate students' work to determine progress, provide feedback, and make suggestions for improvement.
Collaboration pattern: feedback loop (19 conversations, 0.8451957295373667% of this task's usage)
Task: observe and evaluate students' work to determine progress, provide feedback, and make suggestions for improvement.
Collaboration pattern: learning (43 conversations, 1.912811387900356% of this task's usage)
Task: observe and evaluate students' work to determine progress, provide feedback, and make suggestions for improvement.
Collaboration pattern: task iteration (644 conversations, 28.647686832740217% of this task's usage)
Task: observe and evaluate students' work to determine progress, provide feedback, and make suggestions for improvement.
Collaboration pattern: validation (937 conversations, 41.68149466192171% of this task's usage)
Task: observe children's behavior for irregularities, take temperature, transport children to doctor, or administer medications, as directed, to maintain children's health.
Collaboration pattern: learning (23 conversations, 63.888888888888886% of this task's usage)
Task: observe or examine patients to detect symptoms that may require medical attention, such as bruises, open wounds, or blood in urine.
Collaboration pattern: learning (16 conversations, 50% of this task's usage)
Task: observe patients' attendance, progress, attitudes, and accomplishments and record and maintain information in client records.
Collaboration pattern: directive (23 conversations, 76.66666666666667% of this task's usage)
Task: observe teaching methods and examine learning materials to evaluate and standardize curricula and teaching techniques, and to determine areas where improvement is needed.
Collaboration pattern: directive (44 conversations, 41.1214953271028% of this task's usage)
Task: observe teaching methods and examine learning materials to evaluate and standardize curricula and teaching techniques, and to determine areas where improvement is needed.
Collaboration pattern: validation (35 conversations, 32.71028037383177% of this task's usage)
Task: observe the structure and properties of matter, and the transformation and propagation of energy, using equipment such as masers, lasers, and telescopes to explore and identify the basic principles governing these phenomena.
Collaboration pattern: learning (30 conversations, 68.18181818181817% of this task's usage)
Task: obtain and distribute updated information regarding domestic or international laws, guidelines, or standards.
Collaboration pattern: directive (48 conversations, 61.53846153846154% of this task's usage)
Task: obtain and distribute updated information regarding domestic or international laws, guidelines, or standards.
Collaboration pattern: learning (22 conversations, 28.205128205128204% of this task's usage)