seeaman/economic-index-structured huggingface dataset:
Task: break systems into their component parts, assign numerical values to each component, and examine the mathematical relationships between them.
Collaboration pattern: directive (73 conversations, 23.9344262295082% of this task's usage)
Task: break systems into their component parts, assign numerical values to each component, and examine the mathematical relationships between them.
Collaboration pattern: feedback loop (27 conversations, 8.852459016393443% of this task's usage)
Task: break systems into their component parts, assign numerical values to each component, and examine the mathematical relationships between them.
Collaboration pattern: learning (113 conversations, 37.04918032786885% of this task's usage)
Task: break systems into their component parts, assign numerical values to each component, and examine the mathematical relationships between them.
Collaboration pattern: task iteration (57 conversations, 18.688524590163937% of this task's usage)
Task: break systems into their component parts, assign numerical values to each component, and examine the mathematical relationships between them.
Collaboration pattern: validation (30 conversations, 9.836065573770492% of this task's usage)
Task: build and update digital databases.
Collaboration pattern: directive (28 conversations, 48.27586206896552% of this task's usage)
Task: build, calibrate, maintain, troubleshoot, or repair electrical instruments or testing equipment.
Collaboration pattern: directive (18 conversations, 34.61538461538461% of this task's usage)
Task: calculate amount of debt and funds available to plan methods of payoff and to estimate time for debt liquidation.
Collaboration pattern: directive (114 conversations, 45.96774193548387% of this task's usage)
Task: calculate amount of debt and funds available to plan methods of payoff and to estimate time for debt liquidation.
Collaboration pattern: learning (32 conversations, 12.903225806451612% of this task's usage)
Task: calculate amount of debt and funds available to plan methods of payoff and to estimate time for debt liquidation.
Collaboration pattern: task iteration (72 conversations, 29.03225806451613% of this task's usage)
Task: calculate amount of debt and funds available to plan methods of payoff and to estimate time for debt liquidation.
Collaboration pattern: validation (17 conversations, 6.854838709677419% of this task's usage)
Task: calculate amounts of required materials and estimate costs, based on surface measurements or work orders.
Collaboration pattern: directive (23 conversations, 44.230769230769226% of this task's usage)
Task: calculate amounts of required materials and estimate costs, based on surface measurements or work orders.
Collaboration pattern: task iteration (17 conversations, 32.69230769230769% of this task's usage)
Task: calculate and quote rates for tours, stocks, insurance policies, or other products or services.
Collaboration pattern: directive (58 conversations, 75.32467532467533% of this task's usage)
Task: calculate costs of materials, overhead, and other expenses, based on estimates, quotations and price lists.
Collaboration pattern: directive (28 conversations, 63.63636363636363% of this task's usage)
Task: calculate dimensions or tolerances, using instruments such as micrometers or vernier calipers.
Collaboration pattern: directive (25 conversations, 33.78378378378378% of this task's usage)
Task: calculate dimensions or tolerances, using instruments such as micrometers or vernier calipers.
Collaboration pattern: learning (18 conversations, 24.324324324324326% of this task's usage)
Task: calculate dimensions or tolerances, using instruments such as micrometers or vernier calipers.
Collaboration pattern: validation (16 conversations, 21.62162162162162% of this task's usage)
Task: calculate figures, such as required amounts of labor or materials, manufacturing costs, or wages, using pricing schedules, adding machines, calculators, or computers.
Collaboration pattern: directive (97 conversations, 66.89655172413794% of this task's usage)
Task: calculate figures, such as required amounts of labor or materials, manufacturing costs, or wages, using pricing schedules, adding machines, calculators, or computers.
Collaboration pattern: task iteration (32 conversations, 22.06896551724138% of this task's usage)
Task: calculate orbits and determine sizes, shapes, brightness, and motions of different celestial bodies.
Collaboration pattern: directive (48 conversations, 34.78260869565217% of this task's usage)
Task: calculate orbits and determine sizes, shapes, brightness, and motions of different celestial bodies.
Collaboration pattern: learning (59 conversations, 42.7536231884058% of this task's usage)
Task: calculate orbits and determine sizes, shapes, brightness, and motions of different celestial bodies.
Collaboration pattern: task iteration (15 conversations, 10.869565217391305% of this task's usage)
Task: calculate test result values, using standard formulas.
Collaboration pattern: directive (28 conversations, 70% of this task's usage)
Task: calculate, prepare, and issue bills, invoices, account statements, and other financial statements according to established procedures.
Collaboration pattern: task iteration (16 conversations, 53.333333333333336% of this task's usage)
Task: calculate, review, and correct errors on interest, principal, payment, and closing costs, using computers or calculators.
Collaboration pattern: directive (25 conversations, 58.13953488372093% of this task's usage)
Task: calibrate and test equipment, and locate circuit and component faults, using hand and power tools and measuring and testing instruments such as resistance meters and oscilloscopes.
Collaboration pattern: learning (17 conversations, 36.95652173913043% of this task's usage)
Task: calibrate, troubleshoot, or repair equipment and correct malfunctions as needed.
Collaboration pattern: directive (66 conversations, 25.984251968503933% of this task's usage)
Task: calibrate, troubleshoot, or repair equipment and correct malfunctions as needed.
Collaboration pattern: feedback loop (72 conversations, 28.346456692913385% of this task's usage)
Task: calibrate, troubleshoot, or repair equipment and correct malfunctions as needed.
Collaboration pattern: learning (72 conversations, 28.346456692913385% of this task's usage)
Task: calibrate, troubleshoot, or repair equipment and correct malfunctions as needed.
Collaboration pattern: validation (26 conversations, 10.236220472440944% of this task's usage)
Task: care for children or elderly persons by overseeing their activities, providing companionship, and assisting them with dressing, bathing, eating, and other needs.
Collaboration pattern: learning (18 conversations, 38.297872340425535% of this task's usage)
Task: check completed work for spelling, grammar, punctuation, and format.
Collaboration pattern: directive (43 conversations, 32.82442748091603% of this task's usage)
Task: check completed work for spelling, grammar, punctuation, and format.
Collaboration pattern: task iteration (63 conversations, 48.09160305343512% of this task's usage)
Task: check completed work for spelling, grammar, punctuation, and format.
Collaboration pattern: validation (23 conversations, 17.557251908396946% of this task's usage)
Task: check data input or verify totals on forms prepared by others to detect errors in arithmetic, data entry, or procedures.
Collaboration pattern: validation (27 conversations, 69.23076923076923% of this task's usage)
Task: check import or export documentation to determine cargo contents and use tariff coding system to classify goods according to fee or tariff group.
Collaboration pattern: learning (15 conversations, 45.45454545454545% of this task's usage)
Task: check reference materials, such as books, news files, or public records, to obtain relevant facts.
Collaboration pattern: directive (178 conversations, 41.49184149184149% of this task's usage)
Task: check reference materials, such as books, news files, or public records, to obtain relevant facts.
Collaboration pattern: feedback loop (17 conversations, 3.962703962703962% of this task's usage)
Task: check reference materials, such as books, news files, or public records, to obtain relevant facts.
Collaboration pattern: learning (134 conversations, 31.23543123543124% of this task's usage)
Task: check reference materials, such as books, news files, or public records, to obtain relevant facts.
Collaboration pattern: task iteration (48 conversations, 11.188811188811188% of this task's usage)
Task: check reference materials, such as books, news files, or public records, to obtain relevant facts.
Collaboration pattern: validation (42 conversations, 9.79020979020979% of this task's usage)
Task: choose subject matter and suitable form to express personal feelings and experiences or ideas, or to narrate stories or events.
Collaboration pattern: directive (27 conversations, 33.75% of this task's usage)
Task: choose subject matter and suitable form to express personal feelings and experiences or ideas, or to narrate stories or events.
Collaboration pattern: learning (27 conversations, 33.75% of this task's usage)
Task: choose subject matter and suitable form to express personal feelings and experiences or ideas, or to narrate stories or events.
Collaboration pattern: task iteration (21 conversations, 26.25% of this task's usage)
Task: classify and catalog items according to content and purpose.
Collaboration pattern: directive (66 conversations, 51.96850393700787% of this task's usage)
Task: classify and catalog items according to content and purpose.
Collaboration pattern: task iteration (32 conversations, 25.196850393700785% of this task's usage)
Task: classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.
Collaboration pattern: directive (138 conversations, 48.76325088339223% of this task's usage)
Task: classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.
Collaboration pattern: feedback loop (23 conversations, 8.12720848056537% of this task's usage)
Task: classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.
Collaboration pattern: learning (34 conversations, 12.014134275618376% of this task's usage)
Task: classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.
Collaboration pattern: task iteration (77 conversations, 27.208480565371023% of this task's usage)
Task: clean, adjust and maintain equipment, using hand tools.
Collaboration pattern: directive (19 conversations, 39.58333333333333% of this task's usage)
Task: coach client representatives in effective communication with the public or with employees.
Collaboration pattern: directive (27 conversations, 16.77018633540373% of this task's usage)
Task: coach client representatives in effective communication with the public or with employees.
Collaboration pattern: task iteration (107 conversations, 66.45962732919256% of this task's usage)
Task: coach senior executives and managers on leadership and performance.
Collaboration pattern: directive (25 conversations, 24.509803921568626% of this task's usage)
Task: coach senior executives and managers on leadership and performance.
Collaboration pattern: learning (26 conversations, 25.49019607843137% of this task's usage)
Task: coach senior executives and managers on leadership and performance.
Collaboration pattern: task iteration (41 conversations, 40.19607843137255% of this task's usage)
Task: code, evaluate, or interpret collected study data.
Collaboration pattern: directive (273 conversations, 44.680851063829785% of this task's usage)
Task: code, evaluate, or interpret collected study data.
Collaboration pattern: feedback loop (34 conversations, 5.564648117839607% of this task's usage)
Task: code, evaluate, or interpret collected study data.
Collaboration pattern: learning (126 conversations, 20.62193126022913% of this task's usage)
Task: code, evaluate, or interpret collected study data.
Collaboration pattern: task iteration (90 conversations, 14.729950900163663% of this task's usage)
Task: code, evaluate, or interpret collected study data.
Collaboration pattern: validation (73 conversations, 11.947626841243862% of this task's usage)
Task: collaborate with artists to achieve appropriate visual style.
Collaboration pattern: task iteration (18 conversations, 64.28571428571429% of this task's usage)
Task: collaborate with computer manufacturers and other users to develop new programming methods.
Collaboration pattern: learning (40 conversations, 80% of this task's usage)
Task: collaborate with graphic artists, editors and writers to produce master copies according to design specifications.
Collaboration pattern: task iteration (25 conversations, 64.1025641025641% of this task's usage)
Task: collaborate with management or users to develop e-commerce strategies and to integrate these strategies with web sites.
Collaboration pattern: directive (60 conversations, 33.89830508474576% of this task's usage)
Task: collaborate with management or users to develop e-commerce strategies and to integrate these strategies with web sites.
Collaboration pattern: learning (69 conversations, 38.983050847457626% of this task's usage)
Task: collaborate with management or users to develop e-commerce strategies and to integrate these strategies with web sites.
Collaboration pattern: task iteration (36 conversations, 20.33898305084746% of this task's usage)
Task: collaborate with other teachers and administrators in the development, evaluation, and revision of preschool programs.
Collaboration pattern: task iteration (20 conversations, 57.14285714285714% of this task's usage)
Task: collaborate with research workers in other disciplines.
Collaboration pattern: learning (19 conversations, 38% of this task's usage)
Task: collaborate with search engine shopping specialists to place marketing content in desired online locations.
Collaboration pattern: directive (96 conversations, 48% of this task's usage)
Task: collaborate with search engine shopping specialists to place marketing content in desired online locations.
Collaboration pattern: learning (34 conversations, 17% of this task's usage)
Task: collaborate with search engine shopping specialists to place marketing content in desired online locations.
Collaboration pattern: task iteration (54 conversations, 27% of this task's usage)
Task: collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify management objectives.
Collaboration pattern: directive (41 conversations, 29.28571428571429% of this task's usage)
Task: collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify management objectives.
Collaboration pattern: learning (27 conversations, 19.28571428571429% of this task's usage)
Task: collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify management objectives.
Collaboration pattern: task iteration (56 conversations, 40% of this task's usage)
Task: collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.
Collaboration pattern: directive (91 conversations, 16.134751773049647% of this task's usage)
Task: collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.
Collaboration pattern: feedback loop (18 conversations, 3.191489361702128% of this task's usage)
Task: collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.
Collaboration pattern: learning (275 conversations, 48.75886524822696% of this task's usage)
Task: collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.
Collaboration pattern: task iteration (117 conversations, 20.74468085106383% of this task's usage)
Task: collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.
Collaboration pattern: validation (48 conversations, 8.51063829787234% of this task's usage)
Task: collaborate with web, multimedia, or art design staffs to create multimedia web sites or other internet content that conforms to brand and company visual format.
Collaboration pattern: directive (118 conversations, 50.86206896551724% of this task's usage)
Task: collaborate with web, multimedia, or art design staffs to create multimedia web sites or other internet content that conforms to brand and company visual format.
Collaboration pattern: task iteration (93 conversations, 40.08620689655172% of this task's usage)
Task: collect and analyze data on customer demographics, preferences, needs, and buying habits to identify potential markets and factors affecting product demand.
Collaboration pattern: directive (230 conversations, 48.42105263157895% of this task's usage)
Task: collect and analyze data on customer demographics, preferences, needs, and buying habits to identify potential markets and factors affecting product demand.
Collaboration pattern: feedback loop (16 conversations, 3.3684210526315788% of this task's usage)
Task: collect and analyze data on customer demographics, preferences, needs, and buying habits to identify potential markets and factors affecting product demand.
Collaboration pattern: learning (44 conversations, 9.263157894736842% of this task's usage)
Task: collect and analyze data on customer demographics, preferences, needs, and buying habits to identify potential markets and factors affecting product demand.
Collaboration pattern: task iteration (159 conversations, 33.473684210526315% of this task's usage)
Task: collect and analyze data on customer demographics, preferences, needs, and buying habits to identify potential markets and factors affecting product demand.
Collaboration pattern: validation (16 conversations, 3.3684210526315788% of this task's usage)
Task: collect and analyze data to evaluate the effectiveness of academic programs and other services, such as behavioral management systems.
Collaboration pattern: directive (91 conversations, 50.55555555555556% of this task's usage)
Task: collect and analyze data to evaluate the effectiveness of academic programs and other services, such as behavioral management systems.
Collaboration pattern: task iteration (70 conversations, 38.88888888888889% of this task's usage)
Task: collect and analyze data, such as studying old records, tallying the number of outpatients entering each day or week, or participating in federal, state, or local population surveys as a census enumerator.
Collaboration pattern: directive (109 conversations, 66.87116564417178% of this task's usage)
Task: collect and analyze data, such as studying old records, tallying the number of outpatients entering each day or week, or participating in federal, state, or local population surveys as a census enumerator.
Collaboration pattern: task iteration (24 conversations, 14.723926380368098% of this task's usage)
Task: collect and analyze relevant data to identify real estate market trends.
Collaboration pattern: directive (20 conversations, 66.66666666666666% of this task's usage)
Task: collect and analyze security data to determine security needs, security program goals, or program accomplishments.
Collaboration pattern: directive (40 conversations, 43.47826086956522% of this task's usage)
Task: collect and analyze security data to determine security needs, security program goals, or program accomplishments.
Collaboration pattern: learning (33 conversations, 35.869565217391305% of this task's usage)
Task: collect and analyze survey data, regulatory information, and data on demographic and employment trends to forecast enrollment patterns and curriculum change needs.
Collaboration pattern: directive (23 conversations, 58.97435897435898% of this task's usage)
Task: collect and analyze web metrics, such as visits, time on site, page views per visit, transaction volume and revenue, traffic mix, click-through rates, conversion rates, cost per acquisition, or cost per click.
Collaboration pattern: directive (15 conversations, 44.11764705882353% of this task's usage)
Task: collect and analyze web metrics, such as visits, time on site, page views per visit, transaction volume and revenue, traffic mix, click-through rates, conversion rates, cost per acquisition, or cost per click.
Collaboration pattern: task iteration (15 conversations, 44.11764705882353% of this task's usage)
Task: collect and organize books, pamphlets, manuscripts, and other materials in specific fields, such as rare books, genealogy, or music.
Collaboration pattern: directive (27 conversations, 81.81818181818183% of this task's usage)
Task: collect business intelligence data from available industry reports, public information, field reports, or purchased sources.
Collaboration pattern: directive (516 conversations, 61.13744075829384% of this task's usage)
Task: collect business intelligence data from available industry reports, public information, field reports, or purchased sources.
Collaboration pattern: feedback loop (22 conversations, 2.606635071090047% of this task's usage)
Task: collect business intelligence data from available industry reports, public information, field reports, or purchased sources.
Collaboration pattern: learning (115 conversations, 13.625592417061611% of this task's usage)
Task: collect business intelligence data from available industry reports, public information, field reports, or purchased sources.
Collaboration pattern: task iteration (161 conversations, 19.07582938388625% of this task's usage)
Task: collect business intelligence data from available industry reports, public information, field reports, or purchased sources.
Collaboration pattern: validation (15 conversations, 1.7772511848341233% of this task's usage)
Task: collect data about the attitudes, values, and behaviors of people in groups, using observation, interviews, and review of documents.
Collaboration pattern: directive (19 conversations, 52.77777777777778% of this task's usage)
Task: collect data through surveys or experimentation.
Collaboration pattern: directive (114 conversations, 50.44247787610619% of this task's usage)
Task: collect data through surveys or experimentation.
Collaboration pattern: learning (46 conversations, 20.35398230088496% of this task's usage)
Task: collect data through surveys or experimentation.
Collaboration pattern: task iteration (43 conversations, 19.02654867256637% of this task's usage)
Task: collect information about clients through interviews, observation, or tests.
Collaboration pattern: directive (66 conversations, 42.038216560509554% of this task's usage)
Task: collect information about clients through interviews, observation, or tests.
Collaboration pattern: learning (56 conversations, 35.6687898089172% of this task's usage)
Task: collect information about clients through interviews, observation, or tests.
Collaboration pattern: task iteration (19 conversations, 12.101910828025478% of this task's usage)
Task: collect information about individuals or clients, using interviews, case histories, observational techniques, and other assessment methods.
Collaboration pattern: learning (25 conversations, 46.2962962962963% of this task's usage)
Task: collect samples of materials or products, checking them to ensure conformance to specifications or sending them to laboratories for analysis.
Collaboration pattern: directive (76 conversations, 38.38383838383838% of this task's usage)
Task: collect samples of materials or products, checking them to ensure conformance to specifications or sending them to laboratories for analysis.
Collaboration pattern: feedback loop (19 conversations, 9.595959595959595% of this task's usage)