seeaman/economic-index-structured huggingface dataset:
Task: review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks.
Collaboration pattern: learning (403 conversations, 25.734355044699875% of this task's usage)
Task: review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks.
Collaboration pattern: task iteration (310 conversations, 19.79565772669221% of this task's usage)
Task: review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks.
Collaboration pattern: validation (343 conversations, 21.9029374201788% of this task's usage)
Task: review work orders, blueprints, specifications, or job samples to determine components, settings, and adjustments for cutting and slicing machines.
Collaboration pattern: directive (22 conversations, 46.80851063829788% of this task's usage)
Task: review written, audio, or video copy and correct errors in content, grammar, or punctuation, following prescribed editorial style and formatting guidelines.
Collaboration pattern: directive (121 conversations, 44.48529411764706% of this task's usage)
Task: review written, audio, or video copy and correct errors in content, grammar, or punctuation, following prescribed editorial style and formatting guidelines.
Collaboration pattern: task iteration (123 conversations, 45.22058823529411% of this task's usage)
Task: review, approve, or interpret genetic laboratory results.
Collaboration pattern: learning (21 conversations, 50% of this task's usage)
Task: review, classify, and record survey data in preparation for computer analysis.
Collaboration pattern: directive (133 conversations, 63.33333333333333% of this task's usage)
Task: review, classify, and record survey data in preparation for computer analysis.
Collaboration pattern: task iteration (33 conversations, 15.714285714285714% of this task's usage)
Task: review, classify, and record survey data in preparation for computer analysis.
Collaboration pattern: validation (26 conversations, 12.38095238095238% of this task's usage)
Task: review, recommend, or approve contracts or cost estimates.
Collaboration pattern: task iteration (16 conversations, 40% of this task's usage)
Task: revise existing marketing plans or campaigns for green products, technologies, or services.
Collaboration pattern: task iteration (31 conversations, 62% of this task's usage)
Task: revise programs or tapes to eliminate errors, and retest programs to check that problems have been solved.
Collaboration pattern: directive (666 conversations, 29.403973509933778% of this task's usage)
Task: revise programs or tapes to eliminate errors, and retest programs to check that problems have been solved.
Collaboration pattern: feedback loop (1032 conversations, 45.562913907284766% of this task's usage)
Task: revise programs or tapes to eliminate errors, and retest programs to check that problems have been solved.
Collaboration pattern: learning (150 conversations, 6.622516556291391% of this task's usage)
Task: revise programs or tapes to eliminate errors, and retest programs to check that problems have been solved.
Collaboration pattern: task iteration (274 conversations, 12.097130242825608% of this task's usage)
Task: revise programs or tapes to eliminate errors, and retest programs to check that problems have been solved.
Collaboration pattern: validation (118 conversations, 5.209713024282561% of this task's usage)
Task: revise written material to meet personal standards and to satisfy needs of clients, publishers, directors, or producers.
Collaboration pattern: directive (15 conversations, 39.47368421052632% of this task's usage)
Task: revise written material to meet personal standards and to satisfy needs of clients, publishers, directors, or producers.
Collaboration pattern: task iteration (17 conversations, 44.73684210526316% of this task's usage)
Task: rewrite original musical scores in different musical styles by changing rhythms, harmonies, or tempos.
Collaboration pattern: task iteration (20 conversations, 62.5% of this task's usage)
Task: sample and test air to identify gasses, such as bromine, ozone, or sulfur dioxide, or particulates, such as mold, dust, or allergens.
Collaboration pattern: directive (20 conversations, 46.51162790697674% of this task's usage)
Task: schedule and confirm appointments for clients, customers, or supervisors.
Collaboration pattern: directive (32 conversations, 65.3061224489796% of this task's usage)
Task: schedule and make appointments.
Collaboration pattern: directive (19 conversations, 70.37037037037037% of this task's usage)
Task: schedule events and organize details, including refreshment, entertainment, decorations, and the collection of any fees.
Collaboration pattern: directive (31 conversations, 34.44444444444444% of this task's usage)
Task: schedule events and organize details, including refreshment, entertainment, decorations, and the collection of any fees.
Collaboration pattern: task iteration (56 conversations, 62.22222222222222% of this task's usage)
Task: schedule special events such as camps, conferences, meetings, seminars, or retreats.
Collaboration pattern: directive (30 conversations, 35.294117647058826% of this task's usage)
Task: schedule special events such as camps, conferences, meetings, seminars, or retreats.
Collaboration pattern: task iteration (49 conversations, 57.647058823529406% of this task's usage)
Task: search electronic sources, such as databases or repositories, or manual sources for information.
Collaboration pattern: directive (2166 conversations, 46.27216406750694% of this task's usage)
Task: search electronic sources, such as databases or repositories, or manual sources for information.
Collaboration pattern: feedback loop (181 conversations, 3.866695150608844% of this task's usage)
Task: search electronic sources, such as databases or repositories, or manual sources for information.
Collaboration pattern: learning (1451 conversations, 30.99765007477035% of this task's usage)
Task: search electronic sources, such as databases or repositories, or manual sources for information.
Collaboration pattern: task iteration (520 conversations, 11.108737449262978% of this task's usage)
Task: search electronic sources, such as databases or repositories, or manual sources for information.
Collaboration pattern: validation (249 conversations, 5.31937620166631% of this task's usage)
Task: search for specific sets of stored, typed characters to make changes.
Collaboration pattern: directive (61 conversations, 59.22330097087378% of this task's usage)
Task: search scientific literature to select and modify methods and procedures most appropriate for genetic research goals.
Collaboration pattern: directive (29 conversations, 41.42857142857143% of this task's usage)
Task: search scientific literature to select and modify methods and procedures most appropriate for genetic research goals.
Collaboration pattern: learning (19 conversations, 27.142857142857142% of this task's usage)
Task: search scientific literature to select and modify methods and procedures most appropriate for genetic research goals.
Collaboration pattern: task iteration (18 conversations, 25.71428571428571% of this task's usage)
Task: search standard reference materials, including online sources and the internet, to answer patrons' reference questions.
Collaboration pattern: directive (714 conversations, 37.44100681699003% of this task's usage)
Task: search standard reference materials, including online sources and the internet, to answer patrons' reference questions.
Collaboration pattern: feedback loop (39 conversations, 2.0450970110120608% of this task's usage)
Task: search standard reference materials, including online sources and the internet, to answer patrons' reference questions.
Collaboration pattern: learning (850 conversations, 44.572627163083375% of this task's usage)
Task: search standard reference materials, including online sources and the internet, to answer patrons' reference questions.
Collaboration pattern: task iteration (153 conversations, 8.023072889355008% of this task's usage)
Task: search standard reference materials, including online sources and the internet, to answer patrons' reference questions.
Collaboration pattern: validation (120 conversations, 6.292606187729417% of this task's usage)
Task: seek and provide information to help companies determine their position in the marketplace.
Collaboration pattern: directive (222 conversations, 49.2239467849224% of this task's usage)
Task: seek and provide information to help companies determine their position in the marketplace.
Collaboration pattern: learning (93 conversations, 20.620842572062084% of this task's usage)
Task: seek and provide information to help companies determine their position in the marketplace.
Collaboration pattern: task iteration (105 conversations, 23.28159645232816% of this task's usage)
Task: select and assemble books, materials, supplies, and equipment for training, courses, or projects.
Collaboration pattern: directive (35 conversations, 57.377049180327866% of this task's usage)
Task: select and assemble books, materials, supplies, and equipment for training, courses, or projects.
Collaboration pattern: task iteration (18 conversations, 29.50819672131147% of this task's usage)
Task: select and edit documents for publication and display, applying knowledge of subject, literary expression, and presentation techniques.
Collaboration pattern: directive (1560 conversations, 59.45121951219512% of this task's usage)
Task: select and edit documents for publication and display, applying knowledge of subject, literary expression, and presentation techniques.
Collaboration pattern: feedback loop (20 conversations, 0.7621951219512195% of this task's usage)
Task: select and edit documents for publication and display, applying knowledge of subject, literary expression, and presentation techniques.
Collaboration pattern: learning (54 conversations, 2.057926829268293% of this task's usage)
Task: select and edit documents for publication and display, applying knowledge of subject, literary expression, and presentation techniques.
Collaboration pattern: task iteration (741 conversations, 28.23932926829269% of this task's usage)
Task: select and edit documents for publication and display, applying knowledge of subject, literary expression, and presentation techniques.
Collaboration pattern: validation (73 conversations, 2.7820121951219514% of this task's usage)
Task: select and obtain materials and supplies such as textbooks.
Collaboration pattern: directive (35 conversations, 51.47058823529411% of this task's usage)
Task: select and obtain materials and supplies such as textbooks.
Collaboration pattern: task iteration (24 conversations, 35.294117647058826% of this task's usage)
Task: select and use laboratory, operational, or diagnostic techniques or test equipment to assess electromechanical circuits, equipment, processes, systems, or subsystems.
Collaboration pattern: directive (67 conversations, 23.75886524822695% of this task's usage)
Task: select and use laboratory, operational, or diagnostic techniques or test equipment to assess electromechanical circuits, equipment, processes, systems, or subsystems.
Collaboration pattern: feedback loop (49 conversations, 17.375886524822697% of this task's usage)
Task: select and use laboratory, operational, or diagnostic techniques or test equipment to assess electromechanical circuits, equipment, processes, systems, or subsystems.
Collaboration pattern: learning (117 conversations, 41.48936170212766% of this task's usage)
Task: select and use laboratory, operational, or diagnostic techniques or test equipment to assess electromechanical circuits, equipment, processes, systems, or subsystems.
Collaboration pattern: task iteration (23 conversations, 8.156028368794328% of this task's usage)
Task: select and use laboratory, operational, or diagnostic techniques or test equipment to assess electromechanical circuits, equipment, processes, systems, or subsystems.
Collaboration pattern: validation (23 conversations, 8.156028368794328% of this task's usage)
Task: select electromechanical equipment, materials, components, or systems to meet functional specifications.
Collaboration pattern: directive (19 conversations, 33.92857142857143% of this task's usage)
Task: select electromechanical equipment, materials, components, or systems to meet functional specifications.
Collaboration pattern: learning (17 conversations, 30.357142857142858% of this task's usage)
Task: select electronics equipment, components, or systems to meet functional specifications.
Collaboration pattern: learning (21 conversations, 37.5% of this task's usage)
Task: select electronics equipment, components, or systems to meet functional specifications.
Collaboration pattern: task iteration (21 conversations, 37.5% of this task's usage)
Task: select material most pertinent to presentation, and organize this material into appropriate formats.
Collaboration pattern: directive (200 conversations, 61.53846153846154% of this task's usage)
Task: select material most pertinent to presentation, and organize this material into appropriate formats.
Collaboration pattern: task iteration (114 conversations, 35.07692307692308% of this task's usage)
Task: select or assist customers in selecting products based on customer needs, product specifications, and applicable regulations.
Collaboration pattern: directive (130 conversations, 38.12316715542522% of this task's usage)
Task: select or assist customers in selecting products based on customer needs, product specifications, and applicable regulations.
Collaboration pattern: feedback loop (39 conversations, 11.436950146627565% of this task's usage)
Task: select or assist customers in selecting products based on customer needs, product specifications, and applicable regulations.
Collaboration pattern: learning (19 conversations, 5.571847507331378% of this task's usage)
Task: select or assist customers in selecting products based on customer needs, product specifications, and applicable regulations.
Collaboration pattern: task iteration (147 conversations, 43.10850439882698% of this task's usage)
Task: select photographs, drawings, sketches, diagrams, and charts to illustrate material.
Collaboration pattern: directive (26 conversations, 66.66666666666666% of this task's usage)
Task: select plays, scripts, books, or ideas to be produced.
Collaboration pattern: directive (19 conversations, 46.34146341463415% of this task's usage)
Task: select program content, in conjunction with producers and assistants, based on factors such as program specialties, audience tastes, or requests from the public.
Collaboration pattern: directive (71 conversations, 58.19672131147541% of this task's usage)
Task: select program content, in conjunction with producers and assistants, based on factors such as program specialties, audience tastes, or requests from the public.
Collaboration pattern: task iteration (33 conversations, 27.049180327868857% of this task's usage)
Task: select qualified job applicants or refer them to managers, making hiring recommendations when appropriate.
Collaboration pattern: directive (32 conversations, 51.61290322580645% of this task's usage)
Task: select qualified job applicants or refer them to managers, making hiring recommendations when appropriate.
Collaboration pattern: task iteration (28 conversations, 45.16129032258064% of this task's usage)
Task: select specific investments or investment mixes for purchase by an investment fund.
Collaboration pattern: directive (50 conversations, 52.083333333333336% of this task's usage)
Task: select specific investments or investment mixes for purchase by an investment fund.
Collaboration pattern: task iteration (31 conversations, 32.29166666666667% of this task's usage)
Task: select statistical tests for analyzing data.
Collaboration pattern: directive (37 conversations, 40.65934065934066% of this task's usage)
Task: select statistical tests for analyzing data.
Collaboration pattern: learning (21 conversations, 23.07692307692308% of this task's usage)
Task: select statistical tests for analyzing data.
Collaboration pattern: task iteration (16 conversations, 17.582417582417584% of this task's usage)
Task: select the most suitable cleaning materials for different types of linens, furniture, flooring, and surfaces.
Collaboration pattern: directive (223 conversations, 48.37310195227766% of this task's usage)
Task: select the most suitable cleaning materials for different types of linens, furniture, flooring, and surfaces.
Collaboration pattern: feedback loop (42 conversations, 9.11062906724512% of this task's usage)
Task: select the most suitable cleaning materials for different types of linens, furniture, flooring, and surfaces.
Collaboration pattern: learning (102 conversations, 22.125813449023862% of this task's usage)
Task: select the most suitable cleaning materials for different types of linens, furniture, flooring, and surfaces.
Collaboration pattern: task iteration (67 conversations, 14.533622559652928% of this task's usage)
Task: select the most suitable cleaning materials for different types of linens, furniture, flooring, and surfaces.
Collaboration pattern: validation (21 conversations, 4.55531453362256% of this task's usage)
Task: select, acquire, and maintain programs, music, films, and other needed materials and obtain legal clearances for their use as necessary.
Collaboration pattern: directive (43 conversations, 79.62962962962963% of this task's usage)
Task: set up and conduct chemical experiments, tests, and analyses, using techniques such as chromatography, spectroscopy, physical or chemical separation techniques, or microscopy.
Collaboration pattern: directive (44 conversations, 31.20567375886525% of this task's usage)
Task: set up and conduct chemical experiments, tests, and analyses, using techniques such as chromatography, spectroscopy, physical or chemical separation techniques, or microscopy.
Collaboration pattern: feedback loop (19 conversations, 13.47517730496454% of this task's usage)
Task: set up and conduct chemical experiments, tests, and analyses, using techniques such as chromatography, spectroscopy, physical or chemical separation techniques, or microscopy.
Collaboration pattern: learning (42 conversations, 29.78723404255319% of this task's usage)
Task: set up and conduct chemical experiments, tests, and analyses, using techniques such as chromatography, spectroscopy, physical or chemical separation techniques, or microscopy.
Collaboration pattern: task iteration (31 conversations, 21.98581560283688% of this task's usage)
Task: set up and operate specialized or standard test equipment to diagnose, test, or analyze the performance of electronic components, assemblies, or systems.
Collaboration pattern: directive (217 conversations, 26.79012345679012% of this task's usage)
Task: set up and operate specialized or standard test equipment to diagnose, test, or analyze the performance of electronic components, assemblies, or systems.
Collaboration pattern: feedback loop (141 conversations, 17.40740740740741% of this task's usage)
Task: set up and operate specialized or standard test equipment to diagnose, test, or analyze the performance of electronic components, assemblies, or systems.
Collaboration pattern: learning (312 conversations, 38.51851851851852% of this task's usage)
Task: set up and operate specialized or standard test equipment to diagnose, test, or analyze the performance of electronic components, assemblies, or systems.
Collaboration pattern: task iteration (69 conversations, 8.518518518518519% of this task's usage)
Task: set up and operate specialized or standard test equipment to diagnose, test, or analyze the performance of electronic components, assemblies, or systems.
Collaboration pattern: validation (62 conversations, 7.654320987654321% of this task's usage)
Task: set up equipment for employee use, performing or ensuring proper installation of cables, operating systems, or appropriate software.
Collaboration pattern: directive (128 conversations, 46.88644688644688% of this task's usage)
Task: set up equipment for employee use, performing or ensuring proper installation of cables, operating systems, or appropriate software.
Collaboration pattern: feedback loop (37 conversations, 13.553113553113551% of this task's usage)
Task: set up equipment for employee use, performing or ensuring proper installation of cables, operating systems, or appropriate software.
Collaboration pattern: learning (84 conversations, 30.76923076923077% of this task's usage)
Task: set up mechanical, hydraulic, or electric test equipment in accordance with engineering specifications, standards, or test procedures.
Collaboration pattern: directive (20 conversations, 57.14285714285714% of this task's usage)
Task: set up, adjust, calibrate, clean, maintain, and troubleshoot laboratory and field equipment.
Collaboration pattern: learning (20 conversations, 33.89830508474576% of this task's usage)
Task: share information about religious issues by writing articles, giving speeches, or teaching.
Collaboration pattern: directive (196 conversations, 34.81349911190053% of this task's usage)
Task: share information about religious issues by writing articles, giving speeches, or teaching.
Collaboration pattern: learning (253 conversations, 44.93783303730018% of this task's usage)
Task: share information about religious issues by writing articles, giving speeches, or teaching.
Collaboration pattern: task iteration (90 conversations, 15.985790408525755% of this task's usage)
Task: show, rent, or assign accommodations.
Collaboration pattern: directive (29 conversations, 59.18367346938776% of this task's usage)
Task: show, rent, or assign accommodations.
Collaboration pattern: task iteration (17 conversations, 34.69387755102041% of this task's usage)
Task: sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements.
Collaboration pattern: directive (15 conversations, 53.57142857142857% of this task's usage)
Task: solicit and compile listings of available rental properties.
Collaboration pattern: directive (37 conversations, 68.51851851851852% of this task's usage)
Task: speak foreign languages to communicate with foreign visitors.
Collaboration pattern: directive (44 conversations, 18.64406779661017% of this task's usage)
Task: speak foreign languages to communicate with foreign visitors.
Collaboration pattern: learning (35 conversations, 14.83050847457627% of this task's usage)
Task: specify food portions and courses, production and time sequences, and workstation and equipment arrangements.
Collaboration pattern: directive (21 conversations, 48.837209302325576% of this task's usage)
Task: specify food portions and courses, production and time sequences, and workstation and equipment arrangements.
Collaboration pattern: task iteration (18 conversations, 41.86046511627907% of this task's usage)
Task: specify users and user access levels for each segment of database.
Collaboration pattern: directive (39 conversations, 39.795918367346935% of this task's usage)
Task: specify users and user access levels for each segment of database.
Collaboration pattern: feedback loop (15 conversations, 15.306122448979592% of this task's usage)
Task: specify users and user access levels for each segment of database.
Collaboration pattern: learning (29 conversations, 29.59183673469388% of this task's usage)
Task: standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.
Collaboration pattern: learning (19 conversations, 52.77777777777778% of this task's usage)
Task: stay abreast of changes in import or export laws or regulations by reading current literature, attending meetings or conferences, or conferring with colleagues.
Collaboration pattern: directive (30 conversations, 32.608695652173914% of this task's usage)
Task: stay abreast of changes in import or export laws or regulations by reading current literature, attending meetings or conferences, or conferring with colleagues.
Collaboration pattern: learning (43 conversations, 46.73913043478261% of this task's usage)