seeaman/economic-index-structured huggingface dataset:
Task: publish educational information for other pharmacists, doctors, or patients.
Collaboration pattern: directive (16 conversations, 8.695652173913043% of this task's usage)
Task: publish educational information for other pharmacists, doctors, or patients.
Collaboration pattern: learning (156 conversations, 84.78260869565217% of this task's usage)
Task: purchase or negotiate placement of listings in local search engines, directories, or digital mapping technologies.
Collaboration pattern: directive (24 conversations, 55.81395348837209% of this task's usage)
Task: read and analyze incoming memos, submissions, and reports to determine their significance and plan their distribution.
Collaboration pattern: directive (30 conversations, 73.17073170731707% of this task's usage)
Task: read and effectively interpret small-scale maps and information from a computer screen to determine locations and provide directions.
Collaboration pattern: directive (88 conversations, 68.75% of this task's usage)
Task: read and interpret electronic circuit diagrams, function block diagrams, specifications, engineering drawings, and service manuals.
Collaboration pattern: learning (18 conversations, 42.85714285714285% of this task's usage)
Task: read and interpret maps to determine vehicle routes.
Collaboration pattern: directive (23 conversations, 54.761904761904766% of this task's usage)
Task: read blueprints or other specifications to determine methods of installation, work procedures, or material or tool requirements.
Collaboration pattern: directive (20 conversations, 29.85074626865672% of this task's usage)
Task: read blueprints or other specifications to determine methods of installation, work procedures, or material or tool requirements.
Collaboration pattern: learning (32 conversations, 47.76119402985074% of this task's usage)
Task: read corporate reports and calculate ratios to determine best prospects for profit on stock purchases.
Collaboration pattern: directive (32 conversations, 59.25925925925925% of this task's usage)
Task: read current literature, attend meetings or conferences, and talk with colleagues to keep abreast of methodological or conceptual developments in fields such as biostatistics, pharmacology, life sciences, and social sciences.
Collaboration pattern: directive (27 conversations, 20.76923076923077% of this task's usage)
Task: read current literature, attend meetings or conferences, and talk with colleagues to keep abreast of methodological or conceptual developments in fields such as biostatistics, pharmacology, life sciences, and social sciences.
Collaboration pattern: learning (79 conversations, 60.76923076923077% of this task's usage)
Task: read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in genetics.
Collaboration pattern: directive (18 conversations, 14.173228346456693% of this task's usage)
Task: read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in genetics.
Collaboration pattern: learning (82 conversations, 64.56692913385827% of this task's usage)
Task: read current scientific or trade literature to stay abreast of scientific, industrial, or technological advances.
Collaboration pattern: directive (38 conversations, 21.714285714285715% of this task's usage)
Task: read current scientific or trade literature to stay abreast of scientific, industrial, or technological advances.
Collaboration pattern: learning (113 conversations, 64.57142857142857% of this task's usage)
Task: read documents on pleadings and motions to ascertain facts and issues.
Collaboration pattern: directive (30 conversations, 68.18181818181817% of this task's usage)
Task: read food order slips or receive verbal instructions as to food required by patron, and prepare and cook food according to instructions.
Collaboration pattern: directive (36 conversations, 48.64864864864865% of this task's usage)
Task: read food order slips or receive verbal instructions as to food required by patron, and prepare and cook food according to instructions.
Collaboration pattern: learning (16 conversations, 21.62162162162162% of this task's usage)
Task: read from sacred texts such as the bible, torah, or koran.
Collaboration pattern: directive (575 conversations, 42.719167904903415% of this task's usage)
Task: read from sacred texts such as the bible, torah, or koran.
Collaboration pattern: learning (487 conversations, 36.181277860326894% of this task's usage)
Task: read from sacred texts such as the bible, torah, or koran.
Collaboration pattern: task iteration (212 conversations, 15.75037147102526% of this task's usage)
Task: read from sacred texts such as the bible, torah, or koran.
Collaboration pattern: validation (32 conversations, 2.37741456166419% of this task's usage)
Task: read incoming correspondence to ascertain nature of writers' concerns and to determine disposition of correspondence.
Collaboration pattern: directive (18 conversations, 64.28571428571429% of this task's usage)
Task: read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.
Collaboration pattern: directive (554 conversations, 14.820759764579988% of this task's usage)
Task: read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.
Collaboration pattern: feedback loop (66 conversations, 1.7656500802568218% of this task's usage)
Task: read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.
Collaboration pattern: learning (2887 conversations, 77.23381487426431% of this task's usage)
Task: read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.
Collaboration pattern: task iteration (95 conversations, 2.541466024612092% of this task's usage)
Task: read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.
Collaboration pattern: validation (60 conversations, 1.6051364365971106% of this task's usage)
Task: read maps and follow written and verbal geographic directions.
Collaboration pattern: directive (48 conversations, 65.75342465753424% of this task's usage)
Task: read material to determine index items and arrange them alphabetically or topically, indicating page or chapter location.
Collaboration pattern: directive (67 conversations, 57.75862068965517% of this task's usage)
Task: read material to determine index items and arrange them alphabetically or topically, indicating page or chapter location.
Collaboration pattern: learning (35 conversations, 30.17241379310345% of this task's usage)
Task: read publications, attend showings, and study competing products and design styles and motifs to obtain perspective and generate design concepts.
Collaboration pattern: directive (60 conversations, 40.54054054054054% of this task's usage)
Task: read publications, attend showings, and study competing products and design styles and motifs to obtain perspective and generate design concepts.
Collaboration pattern: learning (23 conversations, 15.54054054054054% of this task's usage)
Task: read publications, attend showings, and study competing products and design styles and motifs to obtain perspective and generate design concepts.
Collaboration pattern: task iteration (45 conversations, 30.405405405405407% of this task's usage)
Task: read scripts and consult directors and other production staff to develop design concepts and plan productions.
Collaboration pattern: directive (18 conversations, 15.517241379310343% of this task's usage)
Task: read scripts and consult directors and other production staff to develop design concepts and plan productions.
Collaboration pattern: task iteration (15 conversations, 12.93103448275862% of this task's usage)
Task: read source documents such as canceled checks, sales reports, or bills, and enter data in specific data fields or onto tapes or disks for subsequent entry, using keyboards or scanners.
Collaboration pattern: directive (45 conversations, 69.23076923076923% of this task's usage)
Task: read specifications, such as blueprints, charts, or schematics, to determine machine settings or adjustments.
Collaboration pattern: directive (115 conversations, 33.52769679300292% of this task's usage)
Task: read specifications, such as blueprints, charts, or schematics, to determine machine settings or adjustments.
Collaboration pattern: feedback loop (22 conversations, 6.41399416909621% of this task's usage)
Task: read specifications, such as blueprints, charts, or schematics, to determine machine settings or adjustments.
Collaboration pattern: learning (142 conversations, 41.39941690962099% of this task's usage)
Task: read specifications, such as blueprints, charts, or schematics, to determine machine settings or adjustments.
Collaboration pattern: task iteration (40 conversations, 11.661807580174926% of this task's usage)
Task: read specifications, such as blueprints, charts, or schematics, to determine machine settings or adjustments.
Collaboration pattern: validation (16 conversations, 4.664723032069971% of this task's usage)
Task: read specifications, such as blueprints, to determine construction requirements or to plan procedures.
Collaboration pattern: directive (16 conversations, 43.24324324324324% of this task's usage)
Task: read technical literature and participate in continuing education or professional associations to maintain awareness of current database technology and best practices.
Collaboration pattern: directive (31 conversations, 9.064327485380115% of this task's usage)
Task: read technical literature and participate in continuing education or professional associations to maintain awareness of current database technology and best practices.
Collaboration pattern: learning (281 conversations, 82.16374269005848% of this task's usage)
Task: read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.
Collaboration pattern: directive (16 conversations, 28.07017543859649% of this task's usage)
Task: read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.
Collaboration pattern: learning (19 conversations, 33.33333333333333% of this task's usage)
Task: read written materials, such as legal documents, scientific works, or news reports, and rewrite material into specified languages.
Collaboration pattern: directive (3229 conversations, 65.7369706840391% of this task's usage)
Task: read written materials, such as legal documents, scientific works, or news reports, and rewrite material into specified languages.
Collaboration pattern: feedback loop (39 conversations, 0.7939739413680782% of this task's usage)
Task: read written materials, such as legal documents, scientific works, or news reports, and rewrite material into specified languages.
Collaboration pattern: learning (244 conversations, 4.96742671009772% of this task's usage)
Task: read written materials, such as legal documents, scientific works, or news reports, and rewrite material into specified languages.
Collaboration pattern: task iteration (1231 conversations, 25.06107491856677% of this task's usage)
Task: read written materials, such as legal documents, scientific works, or news reports, and rewrite material into specified languages.
Collaboration pattern: validation (66 conversations, 1.3436482084690555% of this task's usage)
Task: read, evaluate and edit manuscripts or other materials submitted for publication and confer with authors regarding changes in content, style or organization, or publication.
Collaboration pattern: directive (581 conversations, 23.193612774451097% of this task's usage)
Task: read, evaluate and edit manuscripts or other materials submitted for publication and confer with authors regarding changes in content, style or organization, or publication.
Collaboration pattern: feedback loop (27 conversations, 1.0778443113772456% of this task's usage)
Task: read, evaluate and edit manuscripts or other materials submitted for publication and confer with authors regarding changes in content, style or organization, or publication.
Collaboration pattern: learning (290 conversations, 11.57684630738523% of this task's usage)
Task: read, evaluate and edit manuscripts or other materials submitted for publication and confer with authors regarding changes in content, style or organization, or publication.
Collaboration pattern: task iteration (933 conversations, 37.24550898203593% of this task's usage)
Task: read, evaluate and edit manuscripts or other materials submitted for publication and confer with authors regarding changes in content, style or organization, or publication.
Collaboration pattern: validation (615 conversations, 24.55089820359281% of this task's usage)
Task: receive payment by cash, check, credit cards, vouchers, or automatic debits.
Collaboration pattern: directive (22 conversations, 47.82608695652174% of this task's usage)
Task: receive payment by cash, check, credit cards, vouchers, or automatic debits.
Collaboration pattern: learning (17 conversations, 36.95652173913043% of this task's usage)
Task: receive payment or obtain credit authorization.
Collaboration pattern: directive (17 conversations, 48.57142857142857% of this task's usage)
Task: receive, relay, and act upon instructions and inquiries from train operations and customer service center personnel.
Collaboration pattern: directive (22 conversations, 70.96774193548387% of this task's usage)
Task: recommend actions related to historical art, such as which items to add to a collection or which items to display in an exhibit.
Collaboration pattern: directive (52 conversations, 46.84684684684685% of this task's usage)
Task: recommend actions related to historical art, such as which items to add to a collection or which items to display in an exhibit.
Collaboration pattern: task iteration (41 conversations, 36.93693693693694% of this task's usage)
Task: recommend actions to ensure compliance with laws and regulations, or to protect solvency of institutions.
Collaboration pattern: learning (43 conversations, 63.23529411764706% of this task's usage)
Task: recommend and explain the use of cosmetics, lotions, and creams to soften and lubricate skin and enhance and restore natural appearance.
Collaboration pattern: directive (17 conversations, 50% of this task's usage)
Task: recommend and provide advice on a wide variety of products and services.
Collaboration pattern: directive (418 conversations, 41.67497507477567% of this task's usage)
Task: recommend and provide advice on a wide variety of products and services.
Collaboration pattern: feedback loop (51 conversations, 5.084745762711865% of this task's usage)
Task: recommend and provide advice on a wide variety of products and services.
Collaboration pattern: learning (96 conversations, 9.571286141575277% of this task's usage)
Task: recommend and provide advice on a wide variety of products and services.
Collaboration pattern: task iteration (375 conversations, 37.387836490528414% of this task's usage)
Task: recommend and provide advice on a wide variety of products and services.
Collaboration pattern: validation (53 conversations, 5.284147557328016% of this task's usage)
Task: recommend changes that could improve service and increase operational efficiency.
Collaboration pattern: directive (59 conversations, 36.875% of this task's usage)
Task: recommend changes that could improve service and increase operational efficiency.
Collaboration pattern: task iteration (73 conversations, 45.625% of this task's usage)
Task: recommend changes that could improve service and increase operational efficiency.
Collaboration pattern: validation (19 conversations, 11.875% of this task's usage)
Task: recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.
Collaboration pattern: directive (21 conversations, 21.875% of this task's usage)
Task: recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.
Collaboration pattern: learning (32 conversations, 33.33333333333333% of this task's usage)
Task: recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.
Collaboration pattern: task iteration (29 conversations, 30.20833333333333% of this task's usage)
Task: recommend design modifications to eliminate machine or system malfunctions.
Collaboration pattern: directive (20 conversations, 30.303030303030305% of this task's usage)
Task: recommend design modifications to eliminate machine or system malfunctions.
Collaboration pattern: task iteration (28 conversations, 42.42424242424242% of this task's usage)
Task: recommend educational materials or resources to clients on matters such as financial planning, budgeting, or credit.
Collaboration pattern: directive (86 conversations, 40.95238095238095% of this task's usage)
Task: recommend educational materials or resources to clients on matters such as financial planning, budgeting, or credit.
Collaboration pattern: learning (77 conversations, 36.66666666666666% of this task's usage)
Task: recommend educational materials or resources to clients on matters such as financial planning, budgeting, or credit.
Collaboration pattern: task iteration (42 conversations, 20% of this task's usage)
Task: recommend financial products, such as stocks, bonds, mutual funds, or insurance.
Collaboration pattern: directive (433 conversations, 42.20272904483431% of this task's usage)
Task: recommend financial products, such as stocks, bonds, mutual funds, or insurance.
Collaboration pattern: feedback loop (27 conversations, 2.631578947368421% of this task's usage)
Task: recommend financial products, such as stocks, bonds, mutual funds, or insurance.
Collaboration pattern: learning (224 conversations, 21.832358674463936% of this task's usage)
Task: recommend financial products, such as stocks, bonds, mutual funds, or insurance.
Collaboration pattern: task iteration (284 conversations, 27.680311890838205% of this task's usage)
Task: recommend financial products, such as stocks, bonds, mutual funds, or insurance.
Collaboration pattern: validation (50 conversations, 4.8732943469785575% of this task's usage)
Task: recommend improvements in security systems or procedures.
Collaboration pattern: directive (20 conversations, 28.98550724637681% of this task's usage)
Task: recommend improvements in security systems or procedures.
Collaboration pattern: learning (31 conversations, 44.927536231884055% of this task's usage)
Task: recommend instructional methods, such as individual or group instruction, self-study, lectures, demonstrations, simulation exercises, and role-playing, appropriate for content and learner characteristics.
Collaboration pattern: directive (16 conversations, 48.48484848484848% of this task's usage)
Task: recommend investments and investment timing to companies, investment firm staff, or the public.
Collaboration pattern: directive (113 conversations, 54.32692307692307% of this task's usage)
Task: recommend investments and investment timing to companies, investment firm staff, or the public.
Collaboration pattern: learning (32 conversations, 15.384615384615383% of this task's usage)
Task: recommend investments and investment timing to companies, investment firm staff, or the public.
Collaboration pattern: task iteration (41 conversations, 19.71153846153846% of this task's usage)
Task: recommend merchandise or services that will meet customers' needs.
Collaboration pattern: directive (34 conversations, 38.20224719101123% of this task's usage)
Task: recommend merchandise or services that will meet customers' needs.
Collaboration pattern: task iteration (37 conversations, 41.57303370786517% of this task's usage)
Task: recommend methods for improving utilization of personnel, material, and utilities.
Collaboration pattern: directive (19 conversations, 45.23809523809524% of this task's usage)
Task: recommend methods for improving utilization of personnel, material, and utilities.
Collaboration pattern: task iteration (19 conversations, 45.23809523809524% of this task's usage)
Task: recommend methods to increase lifestyle physical activity.
Collaboration pattern: directive (40 conversations, 16.736401673640167% of this task's usage)
Task: recommend methods to increase lifestyle physical activity.
Collaboration pattern: learning (156 conversations, 65.27196652719665% of this task's usage)
Task: recommend methods to increase lifestyle physical activity.
Collaboration pattern: task iteration (16 conversations, 6.694560669456067% of this task's usage)
Task: recommend methods to increase lifestyle physical activity.
Collaboration pattern: validation (15 conversations, 6.276150627615063% of this task's usage)
Task: recommend new equipment or software packages.
Collaboration pattern: directive (80 conversations, 32.388663967611336% of this task's usage)
Task: recommend new equipment or software packages.
Collaboration pattern: learning (88 conversations, 35.62753036437247% of this task's usage)
Task: recommend new equipment or software packages.
Collaboration pattern: task iteration (66 conversations, 26.72064777327936% of this task's usage)
Task: recommend new systems and processes to improve operations.
Collaboration pattern: directive (41 conversations, 37.27272727272727% of this task's usage)
Task: recommend new systems and processes to improve operations.
Collaboration pattern: task iteration (48 conversations, 43.63636363636363% of this task's usage)
Task: recommend procedures or equipment or software upgrades to increase data accessibility or ease of use.
Collaboration pattern: directive (16 conversations, 37.2093023255814% of this task's usage)
Task: recommend products to customers, based on customers' needs and interests.
Collaboration pattern: directive (33 conversations, 35.1063829787234% of this task's usage)
Task: recommend products to customers, based on customers' needs and interests.
Collaboration pattern: task iteration (47 conversations, 50% of this task's usage)
Task: recommend special diets to improve athletes' health, increase their stamina, or alter their weight.
Collaboration pattern: directive (15 conversations, 34.090909090909086% of this task's usage)
Task: recommend strategies for clients to meet their financial goals, such as borrowing money through loans or loan programs, declaring bankruptcy, making budget adjustments, or enrolling in debt management plans.
Collaboration pattern: directive (282 conversations, 27.115384615384613% of this task's usage)
Task: recommend strategies for clients to meet their financial goals, such as borrowing money through loans or loan programs, declaring bankruptcy, making budget adjustments, or enrolling in debt management plans.
Collaboration pattern: feedback loop (39 conversations, 3.75% of this task's usage)
Task: recommend strategies for clients to meet their financial goals, such as borrowing money through loans or loan programs, declaring bankruptcy, making budget adjustments, or enrolling in debt management plans.
Collaboration pattern: learning (381 conversations, 36.63461538461538% of this task's usage)
Task: recommend strategies for clients to meet their financial goals, such as borrowing money through loans or loan programs, declaring bankruptcy, making budget adjustments, or enrolling in debt management plans.
Collaboration pattern: task iteration (268 conversations, 25.769230769230766% of this task's usage)
Task: recommend strategies for clients to meet their financial goals, such as borrowing money through loans or loan programs, declaring bankruptcy, making budget adjustments, or enrolling in debt management plans.
Collaboration pattern: validation (62 conversations, 5.961538461538462% of this task's usage)