seeaman/economic-index-structured huggingface dataset:
Task: compose letters in reply to correspondence concerning such items as requests for merchandise, damage claims, credit information requests, delinquent accounts, incorrect billing, or unsatisfactory service.
Collaboration pattern: directive (996 conversations, 48.06949806949807% of this task's usage)
Task: compose letters in reply to correspondence concerning such items as requests for merchandise, damage claims, credit information requests, delinquent accounts, incorrect billing, or unsatisfactory service.
Collaboration pattern: task iteration (997 conversations, 48.11776061776062% of this task's usage)
Task: compose letters in reply to correspondence concerning such items as requests for merchandise, damage claims, credit information requests, delinquent accounts, incorrect billing, or unsatisfactory service.
Collaboration pattern: validation (61 conversations, 2.944015444015444% of this task's usage)
Task: compose original music such as popular songs, symphonies, or sonatas.
Collaboration pattern: directive (41 conversations, 62.121212121212125% of this task's usage)
Task: compose original music such as popular songs, symphonies, or sonatas.
Collaboration pattern: task iteration (17 conversations, 25.75757575757576% of this task's usage)
Task: compose songs or create vocal arrangements.
Collaboration pattern: directive (17 conversations, 68% of this task's usage)
Task: compose, type, and distribute meeting notes, routine correspondence, or reports, such as presentations or expense, statistical, or monthly reports.
Collaboration pattern: directive (15 conversations, 39.47368421052632% of this task's usage)
Task: compose, type, and distribute meeting notes, routine correspondence, or reports, such as presentations or expense, statistical, or monthly reports.
Collaboration pattern: task iteration (22 conversations, 57.89473684210527% of this task's usage)
Task: compound and dispense medications as prescribed by doctors and dentists, by calculating, weighing, measuring, and mixing ingredients, or oversee these activities.
Collaboration pattern: directive (24 conversations, 25.53191489361702% of this task's usage)
Task: compound and dispense medications as prescribed by doctors and dentists, by calculating, weighing, measuring, and mixing ingredients, or oversee these activities.
Collaboration pattern: learning (57 conversations, 60.63829787234043% of this task's usage)
Task: compute and analyze data, using statistical formulas and computers or calculators.
Collaboration pattern: directive (235 conversations, 47.66734279918864% of this task's usage)
Task: compute and analyze data, using statistical formulas and computers or calculators.
Collaboration pattern: feedback loop (50 conversations, 10.141987829614605% of this task's usage)
Task: compute and analyze data, using statistical formulas and computers or calculators.
Collaboration pattern: learning (66 conversations, 13.387423935091276% of this task's usage)
Task: compute and analyze data, using statistical formulas and computers or calculators.
Collaboration pattern: task iteration (99 conversations, 20.08113590263692% of this task's usage)
Task: compute and analyze data, using statistical formulas and computers or calculators.
Collaboration pattern: validation (35 conversations, 7.099391480730223% of this task's usage)
Task: compute and record totals of transactions.
Collaboration pattern: directive (24 conversations, 82.75862068965517% of this task's usage)
Task: compute and verify totals on report forms, requisitions, or bills, using adding machine or calculator.
Collaboration pattern: directive (18 conversations, 64.28571428571429% of this task's usage)
Task: compute cost of travel and accommodations, using calculator, computer, carrier tariff books, and hotel rate books, or quote package tour's costs.
Collaboration pattern: directive (21 conversations, 55.26315789473685% of this task's usage)
Task: compute cost of travel and accommodations, using calculator, computer, carrier tariff books, and hotel rate books, or quote package tour's costs.
Collaboration pattern: task iteration (15 conversations, 39.47368421052632% of this task's usage)
Task: compute costs of labor and materials in order to determine production costs of products and articles.
Collaboration pattern: directive (20 conversations, 64.51612903225806% of this task's usage)
Task: compute data such as gear dimensions and machine settings, applying knowledge of shop mathematics.
Collaboration pattern: directive (266 conversations, 46.913580246913575% of this task's usage)
Task: compute data such as gear dimensions and machine settings, applying knowledge of shop mathematics.
Collaboration pattern: feedback loop (32 conversations, 5.64373897707231% of this task's usage)
Task: compute data such as gear dimensions and machine settings, applying knowledge of shop mathematics.
Collaboration pattern: learning (129 conversations, 22.75132275132275% of this task's usage)
Task: compute data such as gear dimensions and machine settings, applying knowledge of shop mathematics.
Collaboration pattern: task iteration (87 conversations, 15.343915343915343% of this task's usage)
Task: compute data such as gear dimensions and machine settings, applying knowledge of shop mathematics.
Collaboration pattern: validation (47 conversations, 8.289241622574956% of this task's usage)
Task: compute dimensions, areas, volumes, and weights.
Collaboration pattern: directive (915 conversations, 60.63618290258449% of this task's usage)
Task: compute dimensions, areas, volumes, and weights.
Collaboration pattern: feedback loop (79 conversations, 5.235255135851558% of this task's usage)
Task: compute dimensions, areas, volumes, and weights.
Collaboration pattern: learning (240 conversations, 15.904572564612328% of this task's usage)
Task: compute dimensions, areas, volumes, and weights.
Collaboration pattern: task iteration (199 conversations, 13.18754141815772% of this task's usage)
Task: compute dimensions, areas, volumes, and weights.
Collaboration pattern: validation (70 conversations, 4.638833664678596% of this task's usage)
Task: compute figures such as balances, totals, or commissions.
Collaboration pattern: directive (52 conversations, 67.53246753246754% of this task's usage)
Task: compute moisture or salt content, percentages of ingredients, formulas, or other product factors, using mathematical and chemical procedures.
Collaboration pattern: directive (272 conversations, 51.03189493433396% of this task's usage)
Task: compute moisture or salt content, percentages of ingredients, formulas, or other product factors, using mathematical and chemical procedures.
Collaboration pattern: feedback loop (24 conversations, 4.50281425891182% of this task's usage)
Task: compute moisture or salt content, percentages of ingredients, formulas, or other product factors, using mathematical and chemical procedures.
Collaboration pattern: learning (105 conversations, 19.69981238273921% of this task's usage)
Task: compute moisture or salt content, percentages of ingredients, formulas, or other product factors, using mathematical and chemical procedures.
Collaboration pattern: task iteration (90 conversations, 16.885553470919323% of this task's usage)
Task: compute moisture or salt content, percentages of ingredients, formulas, or other product factors, using mathematical and chemical procedures.
Collaboration pattern: validation (37 conversations, 6.941838649155723% of this task's usage)
Task: compute or estimate cash, payroll, transportation, personnel, or storage requirements.
Collaboration pattern: directive (19 conversations, 61.29032258064516% of this task's usage)
Task: compute prices for services and receive payment, or provide supervisors with billing information.
Collaboration pattern: directive (47 conversations, 51.64835164835166% of this task's usage)
Task: compute prices for services and receive payment, or provide supervisors with billing information.
Collaboration pattern: learning (21 conversations, 23.07692307692308% of this task's usage)
Task: compute prices for services and receive payment, or provide supervisors with billing information.
Collaboration pattern: task iteration (20 conversations, 21.97802197802197% of this task's usage)
Task: compute wages and deductions, and enter data into computers.
Collaboration pattern: directive (29 conversations, 60.41666666666666% of this task's usage)
Task: compute wages and deductions, and enter data into computers.
Collaboration pattern: task iteration (15 conversations, 31.25% of this task's usage)
Task: conduct applied research aimed at improvements in areas such as disease testing, crop quality, pharmaceuticals, and the harnessing of microbes to recycle waste.
Collaboration pattern: directive (59 conversations, 39.59731543624161% of this task's usage)
Task: conduct applied research aimed at improvements in areas such as disease testing, crop quality, pharmaceuticals, and the harnessing of microbes to recycle waste.
Collaboration pattern: learning (55 conversations, 36.91275167785235% of this task's usage)
Task: conduct applied research aimed at improvements in areas such as disease testing, crop quality, pharmaceuticals, and the harnessing of microbes to recycle waste.
Collaboration pattern: task iteration (27 conversations, 18.12080536912752% of this task's usage)
Task: conduct chemical analyses of substances such as acids, alcohols, and enzymes.
Collaboration pattern: learning (20 conversations, 46.51162790697674% of this task's usage)
Task: conduct classes or deliver lectures on subjects such as nutrition, home management, and farming techniques.
Collaboration pattern: learning (34 conversations, 64.15094339622641% of this task's usage)
Task: conduct classes, workshops, and demonstrations to teach principles, techniques, or methods in subjects, such as basic english language skills, life skills, and workforce entry skills.
Collaboration pattern: directive (841 conversations, 25.400181214134705% of this task's usage)
Task: conduct classes, workshops, and demonstrations to teach principles, techniques, or methods in subjects, such as basic english language skills, life skills, and workforce entry skills.
Collaboration pattern: feedback loop (15 conversations, 0.4530353367562669% of this task's usage)
Task: conduct classes, workshops, and demonstrations to teach principles, techniques, or methods in subjects, such as basic english language skills, life skills, and workforce entry skills.
Collaboration pattern: learning (1728 conversations, 52.18967079432196% of this task's usage)
Task: conduct classes, workshops, and demonstrations to teach principles, techniques, or methods in subjects, such as basic english language skills, life skills, and workforce entry skills.
Collaboration pattern: task iteration (318 conversations, 9.60434913923286% of this task's usage)
Task: conduct classes, workshops, and demonstrations to teach principles, techniques, or methods in subjects, such as basic english language skills, life skills, and workforce entry skills.
Collaboration pattern: validation (350 conversations, 10.570824524312895% of this task's usage)
Task: conduct classes, workshops, and demonstrations, and provide individual instruction to teach topics and skills such as cooking, dancing, writing, physical fitness, photography, personal finance, and flying.
Collaboration pattern: directive (891 conversations, 27.04097116843703% of this task's usage)
Task: conduct classes, workshops, and demonstrations, and provide individual instruction to teach topics and skills such as cooking, dancing, writing, physical fitness, photography, personal finance, and flying.
Collaboration pattern: feedback loop (49 conversations, 1.487101669195751% of this task's usage)
Task: conduct classes, workshops, and demonstrations, and provide individual instruction to teach topics and skills such as cooking, dancing, writing, physical fitness, photography, personal finance, and flying.
Collaboration pattern: learning (1788 conversations, 54.26403641881639% of this task's usage)
Task: conduct classes, workshops, and demonstrations, and provide individual instruction to teach topics and skills such as cooking, dancing, writing, physical fitness, photography, personal finance, and flying.
Collaboration pattern: task iteration (349 conversations, 10.591805766312596% of this task's usage)
Task: conduct classes, workshops, and demonstrations, and provide individual instruction to teach topics and skills such as cooking, dancing, writing, physical fitness, photography, personal finance, and flying.
Collaboration pattern: validation (83 conversations, 2.5189681335356604% of this task's usage)
Task: conduct demonstrations to teach such skills as sports, dancing, and handicrafts.
Collaboration pattern: directive (39 conversations, 22.033898305084744% of this task's usage)
Task: conduct demonstrations to teach such skills as sports, dancing, and handicrafts.
Collaboration pattern: learning (110 conversations, 62.14689265536724% of this task's usage)
Task: conduct demonstrations to teach such skills as sports, dancing, and handicrafts.
Collaboration pattern: task iteration (18 conversations, 10.16949152542373% of this task's usage)
Task: conduct economic or commercial surveys to identify potential markets for products or services.
Collaboration pattern: directive (33 conversations, 55.00000000000001% of this task's usage)
Task: conduct economic or commercial surveys to identify potential markets for products or services.
Collaboration pattern: task iteration (23 conversations, 38.333333333333336% of this task's usage)
Task: conduct educational programs that provide farmers or farm cooperative members with information that can help them improve agricultural productivity.
Collaboration pattern: directive (34 conversations, 31.77570093457944% of this task's usage)
Task: conduct educational programs that provide farmers or farm cooperative members with information that can help them improve agricultural productivity.
Collaboration pattern: learning (58 conversations, 54.20560747663551% of this task's usage)
Task: conduct experimental or virtual studies to investigate characteristics and processing principles of potential microelectromechanical systems (mems) technology.
Collaboration pattern: directive (25 conversations, 18.79699248120301% of this task's usage)
Task: conduct experimental or virtual studies to investigate characteristics and processing principles of potential microelectromechanical systems (mems) technology.
Collaboration pattern: learning (72 conversations, 54.13533834586466% of this task's usage)
Task: conduct experimental or virtual studies to investigate characteristics and processing principles of potential microelectromechanical systems (mems) technology.
Collaboration pattern: task iteration (16 conversations, 12.030075187969924% of this task's usage)
Task: conduct field surveys or study maps, graphs, diagrams, or other data to identify and correct power system problems.
Collaboration pattern: learning (15 conversations, 41.66666666666667% of this task's usage)
Task: conduct historical research as a basis for the identification, conservation, and reconstruction of historic places and materials.
Collaboration pattern: directive (19 conversations, 54.285714285714285% of this task's usage)
Task: conduct historical research, and publish or present findings and theories.
Collaboration pattern: directive (66 conversations, 15.942028985507244% of this task's usage)
Task: conduct historical research, and publish or present findings and theories.
Collaboration pattern: learning (277 conversations, 66.90821256038647% of this task's usage)
Task: conduct historical research, and publish or present findings and theories.
Collaboration pattern: task iteration (39 conversations, 9.420289855072465% of this task's usage)
Task: conduct historical research, and publish or present findings and theories.
Collaboration pattern: validation (25 conversations, 6.038647342995169% of this task's usage)
Task: conduct internet-based and library research.
Collaboration pattern: directive (1163 conversations, 44.57646607895745% of this task's usage)
Task: conduct internet-based and library research.
Collaboration pattern: feedback loop (62 conversations, 2.3763894212341894% of this task's usage)
Task: conduct internet-based and library research.
Collaboration pattern: learning (861 conversations, 33.00114986584898% of this task's usage)
Task: conduct internet-based and library research.
Collaboration pattern: task iteration (323 conversations, 12.38022230739747% of this task's usage)
Task: conduct internet-based and library research.
Collaboration pattern: validation (146 conversations, 5.596013798390188% of this task's usage)
Task: conduct logical analyses of business, scientific, engineering, and other technical problems, formulating mathematical models of problems for solution by computers.
Collaboration pattern: directive (973 conversations, 30.48245614035088% of this task's usage)
Task: conduct logical analyses of business, scientific, engineering, and other technical problems, formulating mathematical models of problems for solution by computers.
Collaboration pattern: feedback loop (201 conversations, 6.296992481203008% of this task's usage)
Task: conduct logical analyses of business, scientific, engineering, and other technical problems, formulating mathematical models of problems for solution by computers.
Collaboration pattern: learning (1124 conversations, 35.21303258145363% of this task's usage)
Task: conduct logical analyses of business, scientific, engineering, and other technical problems, formulating mathematical models of problems for solution by computers.
Collaboration pattern: task iteration (686 conversations, 21.49122807017544% of this task's usage)
Task: conduct logical analyses of business, scientific, engineering, and other technical problems, formulating mathematical models of problems for solution by computers.
Collaboration pattern: validation (154 conversations, 4.824561403508771% of this task's usage)
Task: conduct market research analysis to identify search query trends, real-time search and news media activity, popular social media topics, electronic commerce trends, market opportunities, or competitor performance.
Collaboration pattern: directive (152 conversations, 56.50557620817844% of this task's usage)
Task: conduct market research analysis to identify search query trends, real-time search and news media activity, popular social media topics, electronic commerce trends, market opportunities, or competitor performance.
Collaboration pattern: learning (29 conversations, 10.780669144981411% of this task's usage)
Task: conduct market research analysis to identify search query trends, real-time search and news media activity, popular social media topics, electronic commerce trends, market opportunities, or competitor performance.
Collaboration pattern: task iteration (72 conversations, 26.765799256505577% of this task's usage)
Task: conduct market research and analyze industry trends.
Collaboration pattern: directive (145 conversations, 54.1044776119403% of this task's usage)
Task: conduct market research and analyze industry trends.
Collaboration pattern: learning (49 conversations, 18.28358208955224% of this task's usage)
Task: conduct market research and analyze industry trends.
Collaboration pattern: task iteration (58 conversations, 21.64179104477612% of this task's usage)
Task: conduct materials test and analysis using tools and equipment and applying engineering knowledge.
Collaboration pattern: directive (253 conversations, 26.744186046511626% of this task's usage)
Task: conduct materials test and analysis using tools and equipment and applying engineering knowledge.
Collaboration pattern: feedback loop (55 conversations, 5.813953488372093% of this task's usage)
Task: conduct materials test and analysis using tools and equipment and applying engineering knowledge.
Collaboration pattern: learning (364 conversations, 38.47780126849894% of this task's usage)
Task: conduct materials test and analysis using tools and equipment and applying engineering knowledge.
Collaboration pattern: task iteration (159 conversations, 16.807610993657505% of this task's usage)
Task: conduct materials test and analysis using tools and equipment and applying engineering knowledge.
Collaboration pattern: validation (94 conversations, 9.936575052854122% of this task's usage)
Task: conduct meteorological research into the processes or determinants of atmospheric phenomena, weather, or climate.
Collaboration pattern: learning (30 conversations, 51.72413793103448% of this task's usage)
Task: conduct needs assessments and strategic learning assessments to develop the basis for curriculum development or to update curricula.
Collaboration pattern: directive (45 conversations, 88.23529411764706% of this task's usage)
Task: conduct nutritional assessments of individuals, including obtaining and evaluating individuals' dietary histories, to plan nutritional programs.
Collaboration pattern: directive (95 conversations, 56.54761904761904% of this task's usage)
Task: conduct nutritional assessments of individuals, including obtaining and evaluating individuals' dietary histories, to plan nutritional programs.
Collaboration pattern: learning (15 conversations, 8.928571428571429% of this task's usage)
Task: conduct nutritional assessments of individuals, including obtaining and evaluating individuals' dietary histories, to plan nutritional programs.
Collaboration pattern: task iteration (40 conversations, 23.809523809523807% of this task's usage)
Task: conduct on-the-job training classes or training sessions to teach and demonstrate principles, techniques, procedures, or methods of designated subjects.
Collaboration pattern: directive (25 conversations, 37.87878787878788% of this task's usage)
Task: conduct on-the-job training classes or training sessions to teach and demonstrate principles, techniques, procedures, or methods of designated subjects.
Collaboration pattern: learning (22 conversations, 33.33333333333333% of this task's usage)
Task: conduct on-the-job training classes or training sessions to teach and demonstrate principles, techniques, procedures, or methods of designated subjects.
Collaboration pattern: task iteration (16 conversations, 24.24242424242424% of this task's usage)
Task: conduct online marketing initiatives, such as paid ad placement, affiliate programs, sponsorship programs, email promotions, or viral marketing campaigns on social media web sites.
Collaboration pattern: task iteration (18 conversations, 50% of this task's usage)
Task: conduct or oversee collection of corporate intelligence to avoid fraud, financial crime, cyber-attack, terrorism, and infrastructure failure.
Collaboration pattern: directive (20 conversations, 40% of this task's usage)
Task: conduct own research in field of expertise.
Collaboration pattern: directive (20 conversations, 25.64102564102564% of this task's usage)
Task: conduct own research in field of expertise.
Collaboration pattern: learning (48 conversations, 61.53846153846154% of this task's usage)
Task: conduct quality analyses of data inputs and resulting analyses or predictions.
Collaboration pattern: validation (43 conversations, 62.31884057971014% of this task's usage)
Task: conduct reference searches, using printed materials and in-house and online databases.
Collaboration pattern: directive (241 conversations, 41.91304347826087% of this task's usage)
Task: conduct reference searches, using printed materials and in-house and online databases.
Collaboration pattern: learning (191 conversations, 33.21739130434783% of this task's usage)
Task: conduct reference searches, using printed materials and in-house and online databases.
Collaboration pattern: task iteration (69 conversations, 12% of this task's usage)
Task: conduct reference searches, using printed materials and in-house and online databases.
Collaboration pattern: validation (55 conversations, 9.565217391304348% of this task's usage)
Task: conduct research and present scientific findings.
Collaboration pattern: directive (27 conversations, 18.493150684931507% of this task's usage)