seeaman/economic-index-structured huggingface dataset:
Task: obtain, compile and record patient medical data, including health history, progress notes and results of physical examination.
Collaboration pattern: directive (19 conversations, 70.37037037037037% of this task's usage)
Task: obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materials.
Collaboration pattern: directive (36 conversations, 59.01639344262295% of this task's usage)
Task: obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materials.
Collaboration pattern: task iteration (22 conversations, 36.0655737704918% of this task's usage)
Task: offer advice on the purchase or sale of particular securities.
Collaboration pattern: directive (136 conversations, 36.65768194070081% of this task's usage)
Task: offer advice on the purchase or sale of particular securities.
Collaboration pattern: feedback loop (15 conversations, 4.043126684636119% of this task's usage)
Task: offer advice on the purchase or sale of particular securities.
Collaboration pattern: learning (152 conversations, 40.97035040431267% of this task's usage)
Task: offer advice on the purchase or sale of particular securities.
Collaboration pattern: task iteration (38 conversations, 10.242587601078167% of this task's usage)
Task: offer advice on the purchase or sale of particular securities.
Collaboration pattern: validation (24 conversations, 6.46900269541779% of this task's usage)
Task: offer counsel and comfort to bereaved families or friends.
Collaboration pattern: directive (17 conversations, 53.125% of this task's usage)
Task: operate desktop publishing software and equipment to design, lay out, and produce camera-ready copy.
Collaboration pattern: directive (176 conversations, 63.53790613718411% of this task's usage)
Task: operate desktop publishing software and equipment to design, lay out, and produce camera-ready copy.
Collaboration pattern: task iteration (84 conversations, 30.324909747292416% of this task's usage)
Task: operate office machines, such as photocopiers and scanners, facsimile machines, voice mail systems, and personal computers.
Collaboration pattern: directive (31 conversations, 49.2063492063492% of this task's usage)
Task: operate office machines, such as photocopiers and scanners, facsimile machines, voice mail systems, and personal computers.
Collaboration pattern: learning (26 conversations, 41.26984126984127% of this task's usage)
Task: operate spreadsheet programs and other types of software to load and manipulate data and to produce reports.
Collaboration pattern: directive (55 conversations, 54.45544554455446% of this task's usage)
Task: operate spreadsheet programs and other types of software to load and manipulate data and to produce reports.
Collaboration pattern: feedback loop (15 conversations, 14.85148514851485% of this task's usage)
Task: operate spreadsheet programs and other types of software to load and manipulate data and to produce reports.
Collaboration pattern: task iteration (20 conversations, 19.8019801980198% of this task's usage)
Task: operate testing equipment, such as heat stress meters, octave band analyzers, motion analysis equipment, inclinometers, light meters, velometers, sling psychrometers, or colormetric detection tubes.
Collaboration pattern: directive (28 conversations, 26.41509433962264% of this task's usage)
Task: operate testing equipment, such as heat stress meters, octave band analyzers, motion analysis equipment, inclinometers, light meters, velometers, sling psychrometers, or colormetric detection tubes.
Collaboration pattern: learning (48 conversations, 45.28301886792453% of this task's usage)
Task: optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (seo) or for display and usability on internet-connected devices.
Collaboration pattern: directive (63 conversations, 45% of this task's usage)
Task: optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (seo) or for display and usability on internet-connected devices.
Collaboration pattern: task iteration (54 conversations, 38.57142857142858% of this task's usage)
Task: optimize shopping cart experience or web site conversion rates against key performance indicators (kpis).
Collaboration pattern: directive (31 conversations, 50.81967213114754% of this task's usage)
Task: optimize web site exposure by analyzing search engine patterns to direct online placement of keywords or other content.
Collaboration pattern: directive (22 conversations, 51.16279069767442% of this task's usage)
Task: organize and display students' work in a manner appropriate for their perceptual skills.
Collaboration pattern: directive (31 conversations, 81.57894736842105% of this task's usage)
Task: organize and label materials and display students' work.
Collaboration pattern: directive (75 conversations, 66.96428571428571% of this task's usage)
Task: organize and label materials and display students' work.
Collaboration pattern: task iteration (32 conversations, 28.57142857142857% of this task's usage)
Task: organize and lead activities designed to promote physical, mental, and social development, such as games, arts and crafts, music, and storytelling.
Collaboration pattern: directive (18 conversations, 60% of this task's usage)
Task: organize and lead activities designed to promote physical, mental, and social development, such as games, arts and crafts, music, storytelling, and field trips.
Collaboration pattern: directive (23 conversations, 69.6969696969697% of this task's usage)
Task: organize and maintain law libraries, documents, and case files.
Collaboration pattern: directive (18 conversations, 75% of this task's usage)
Task: organize collections of books, publications, documents, audio-visual aids, and other reference materials for convenient access.
Collaboration pattern: directive (16 conversations, 48.48484848484848% of this task's usage)
Task: organize information for publication and for other means of dissemination, such as use in cd-roms or internet sites.
Collaboration pattern: directive (2522 conversations, 66.43835616438356% of this task's usage)
Task: organize information for publication and for other means of dissemination, such as use in cd-roms or internet sites.
Collaboration pattern: feedback loop (27 conversations, 0.7112750263435195% of this task's usage)
Task: organize information for publication and for other means of dissemination, such as use in cd-roms or internet sites.
Collaboration pattern: learning (73 conversations, 1.9230769230769231% of this task's usage)
Task: organize information for publication and for other means of dissemination, such as use in cd-roms or internet sites.
Collaboration pattern: task iteration (998 conversations, 26.29083245521602% of this task's usage)
Task: organize information for publication and for other means of dissemination, such as use in cd-roms or internet sites.
Collaboration pattern: validation (21 conversations, 0.553213909378293% of this task's usage)
Task: organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.
Collaboration pattern: directive (1456 conversations, 45.55694618272841% of this task's usage)
Task: organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.
Collaboration pattern: feedback loop (32 conversations, 1.0012515644555695% of this task's usage)
Task: organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.
Collaboration pattern: learning (362 conversations, 11.32665832290363% of this task's usage)
Task: organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.
Collaboration pattern: task iteration (1255 conversations, 39.267834793491865% of this task's usage)
Task: organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.
Collaboration pattern: validation (44 conversations, 1.376720901126408% of this task's usage)
Task: organize public exhibits and displays to promote public awareness of diverse and distinctive cultural traditions.
Collaboration pattern: directive (50 conversations, 45.04504504504504% of this task's usage)
Task: organize public exhibits and displays to promote public awareness of diverse and distinctive cultural traditions.
Collaboration pattern: task iteration (41 conversations, 36.93693693693694% of this task's usage)
Task: participate in all levels of bioproduct development, including proposing new products, performing market analyses, designing and performing experiments, and collaborating with operations and quality control teams during product launches.
Collaboration pattern: directive (28 conversations, 37.333333333333336% of this task's usage)
Task: participate in all levels of bioproduct development, including proposing new products, performing market analyses, designing and performing experiments, and collaborating with operations and quality control teams during product launches.
Collaboration pattern: learning (18 conversations, 24% of this task's usage)
Task: participate in all levels of bioproduct development, including proposing new products, performing market analyses, designing and performing experiments, and collaborating with operations and quality control teams during product launches.
Collaboration pattern: task iteration (27 conversations, 36% of this task's usage)
Task: participate in student recruitment, registration, and placement activities.
Collaboration pattern: directive (19 conversations, 54.285714285714285% of this task's usage)
Task: participate in the hiring process by reviewing credentials, conducting interviews, or making hiring decisions or recommendations.
Collaboration pattern: directive (28 conversations, 45.90163934426229% of this task's usage)
Task: participate in the hiring process by reviewing credentials, conducting interviews, or making hiring decisions or recommendations.
Collaboration pattern: task iteration (20 conversations, 32.78688524590164% of this task's usage)
Task: participate in the work of subordinates to facilitate productivity or to overcome difficult aspects of work.
Collaboration pattern: directive (475 conversations, 36.03945371775417% of this task's usage)
Task: participate in the work of subordinates to facilitate productivity or to overcome difficult aspects of work.
Collaboration pattern: feedback loop (27 conversations, 2.04855842185129% of this task's usage)
Task: participate in the work of subordinates to facilitate productivity or to overcome difficult aspects of work.
Collaboration pattern: learning (69 conversations, 5.235204855842185% of this task's usage)
Task: participate in the work of subordinates to facilitate productivity or to overcome difficult aspects of work.
Collaboration pattern: task iteration (642 conversations, 48.71016691957512% of this task's usage)
Task: participate in the work of subordinates to facilitate productivity or to overcome difficult aspects of work.
Collaboration pattern: validation (90 conversations, 6.828528072837632% of this task's usage)
Task: perform administrative duties such as serving as department head.
Collaboration pattern: directive (47 conversations, 67.14285714285714% of this task's usage)
Task: perform administrative duties such as serving as department head.
Collaboration pattern: task iteration (17 conversations, 24.285714285714285% of this task's usage)
Task: perform administrative duties, such as compiling and maintaining records, completing forms, preparing reports, or composing correspondence.
Collaboration pattern: directive (17 conversations, 53.125% of this task's usage)
Task: perform administrative duties, such as preparing sales budgets and reports, keeping sales records, and filing expense account reports.
Collaboration pattern: directive (24 conversations, 63.1578947368421% of this task's usage)
Task: perform administrative tasks such as applying for grants, developing budgets, negotiating contracts, and designing and printing programs and other promotional materials.
Collaboration pattern: directive (175 conversations, 44.987146529562985% of this task's usage)
Task: perform administrative tasks such as applying for grants, developing budgets, negotiating contracts, and designing and printing programs and other promotional materials.
Collaboration pattern: learning (17 conversations, 4.370179948586118% of this task's usage)
Task: perform administrative tasks such as applying for grants, developing budgets, negotiating contracts, and designing and printing programs and other promotional materials.
Collaboration pattern: task iteration (175 conversations, 44.987146529562985% of this task's usage)
Task: perform complex calculations as part of the analysis and evaluation of data, using computers.
Collaboration pattern: directive (72 conversations, 62.06896551724138% of this task's usage)
Task: perform complex calculations as part of the analysis and evaluation of data, using computers.
Collaboration pattern: learning (16 conversations, 13.79310344827586% of this task's usage)
Task: perform computer programming, data analysis, or software development for geographic information systems (gis) applications, including the maintenance of existing systems or research and development for future enhancements.
Collaboration pattern: directive (16 conversations, 30.18867924528302% of this task's usage)
Task: perform computer programming, data analysis, or software development for geographic information systems (gis) applications, including the maintenance of existing systems or research and development for future enhancements.
Collaboration pattern: feedback loop (20 conversations, 37.735849056603776% of this task's usage)
Task: perform cost-benefit analyses to compare operating programs, review financial requests, or explore alternative financing methods.
Collaboration pattern: task iteration (25 conversations, 54.34782608695651% of this task's usage)
Task: perform database verifications, using computers.
Collaboration pattern: validation (17 conversations, 34% of this task's usage)
Task: perform experiments and computer modeling to study the nature, structure, and physical and chemical properties of metals and their alloys, and their responses to applied forces.
Collaboration pattern: directive (43 conversations, 24.15730337078652% of this task's usage)
Task: perform experiments and computer modeling to study the nature, structure, and physical and chemical properties of metals and their alloys, and their responses to applied forces.
Collaboration pattern: learning (90 conversations, 50.56179775280899% of this task's usage)
Task: perform experiments and computer modeling to study the nature, structure, and physical and chemical properties of metals and their alloys, and their responses to applied forces.
Collaboration pattern: task iteration (28 conversations, 15.730337078651685% of this task's usage)
Task: perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.
Collaboration pattern: directive (107 conversations, 59.77653631284916% of this task's usage)
Task: perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.
Collaboration pattern: learning (23 conversations, 12.849162011173185% of this task's usage)
Task: perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.
Collaboration pattern: task iteration (25 conversations, 13.966480446927374% of this task's usage)
Task: perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.
Collaboration pattern: validation (17 conversations, 9.497206703910614% of this task's usage)
Task: perform general administrative tasks, such as keeping records or writing reports.
Collaboration pattern: directive (29 conversations, 54.71698113207547% of this task's usage)
Task: perform general administrative tasks, such as keeping records or writing reports.
Collaboration pattern: task iteration (18 conversations, 33.9622641509434% of this task's usage)
Task: perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software.
Collaboration pattern: directive (26 conversations, 29.88505747126437% of this task's usage)
Task: perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software.
Collaboration pattern: feedback loop (20 conversations, 22.988505747126435% of this task's usage)
Task: perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software.
Collaboration pattern: task iteration (23 conversations, 26.436781609195403% of this task's usage)
Task: perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source.
Collaboration pattern: directive (2155 conversations, 24.815753109166284% of this task's usage)
Task: perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source.
Collaboration pattern: feedback loop (3129 conversations, 36.03178258866882% of this task's usage)
Task: perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source.
Collaboration pattern: learning (1443 conversations, 16.61676646706587% of this task's usage)
Task: perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source.
Collaboration pattern: task iteration (864 conversations, 9.949332105020728% of this task's usage)
Task: perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source.
Collaboration pattern: validation (851 conversations, 9.799631506218333% of this task's usage)
Task: perform needs assessments or consult with clients to determine the types of research and information required.
Collaboration pattern: directive (32 conversations, 69.56521739130434% of this task's usage)
Task: perform ongoing hardware and software maintenance operations, including installing or upgrading hardware or software.
Collaboration pattern: directive (40 conversations, 58.82352941176471% of this task's usage)
Task: perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.
Collaboration pattern: directive (1240 conversations, 47.22010662604722% of this task's usage)
Task: perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.
Collaboration pattern: feedback loop (402 conversations, 15.308453922315309% of this task's usage)
Task: perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.
Collaboration pattern: learning (179 conversations, 6.816450875856816% of this task's usage)
Task: perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.
Collaboration pattern: task iteration (661 conversations, 25.17136329017517% of this task's usage)
Task: perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.
Collaboration pattern: validation (90 conversations, 3.427265803503427% of this task's usage)
Task: perform or evaluate research, such as detailed company or industry analyses, to inform financial forecasting, decision making, or valuation.
Collaboration pattern: directive (113 conversations, 52.31481481481482% of this task's usage)
Task: perform or evaluate research, such as detailed company or industry analyses, to inform financial forecasting, decision making, or valuation.
Collaboration pattern: learning (35 conversations, 16.203703703703702% of this task's usage)
Task: perform or evaluate research, such as detailed company or industry analyses, to inform financial forecasting, decision making, or valuation.
Collaboration pattern: task iteration (45 conversations, 20.833333333333336% of this task's usage)
Task: perform or evaluate research, such as detailed company or industry analyses, to inform financial forecasting, decision making, or valuation.
Collaboration pattern: validation (16 conversations, 7.4074074074074066% of this task's usage)
Task: perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (mri), computer tomography (ct), positron emission tomography (pet), nuclear cardiology treadmill studies, mammography, or ultrasound.
Collaboration pattern: directive (18 conversations, 36% of this task's usage)
Task: perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (mri), computer tomography (ct), positron emission tomography (pet), nuclear cardiology treadmill studies, mammography, or ultrasound.
Collaboration pattern: learning (16 conversations, 32% of this task's usage)
Task: perform risk analyses so that appropriate countermeasures can be developed.
Collaboration pattern: directive (19 conversations, 41.30434782608695% of this task's usage)
Task: perform risk analyses so that appropriate countermeasures can be developed.
Collaboration pattern: task iteration (16 conversations, 34.78260869565217% of this task's usage)
Task: perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.
Collaboration pattern: directive (48 conversations, 24.489795918367346% of this task's usage)
Task: perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.
Collaboration pattern: feedback loop (28 conversations, 14.285714285714285% of this task's usage)
Task: perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.
Collaboration pattern: learning (65 conversations, 33.16326530612245% of this task's usage)
Task: perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.
Collaboration pattern: task iteration (28 conversations, 14.285714285714285% of this task's usage)
Task: perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.
Collaboration pattern: validation (23 conversations, 11.73469387755102% of this task's usage)
Task: perform routine system administrative functions such as troubleshooting, back-ups, and upgrades.
Collaboration pattern: directive (5770 conversations, 36.41986997412106% of this task's usage)
Task: perform routine system administrative functions such as troubleshooting, back-ups, and upgrades.
Collaboration pattern: feedback loop (4121 conversations, 26.01148772328473% of this task's usage)
Task: perform routine system administrative functions such as troubleshooting, back-ups, and upgrades.
Collaboration pattern: learning (4246 conversations, 26.80047970712617% of this task's usage)
Task: perform routine system administrative functions such as troubleshooting, back-ups, and upgrades.
Collaboration pattern: task iteration (938 conversations, 5.920595846746197% of this task's usage)
Task: perform routine system administrative functions such as troubleshooting, back-ups, and upgrades.
Collaboration pattern: validation (425 conversations, 2.6825727450609103% of this task's usage)
Task: perform searches for qualified job candidates, using sources such as computer databases, networking, internet recruiting resources, media advertisements, job fairs, recruiting firms, or employee referrals.
Collaboration pattern: directive (42 conversations, 64.61538461538461% of this task's usage)