seeaman/economic-index-structured huggingface dataset:
Task: diagnose diseases or study medical conditions using techniques such as gross pathology, histology, cytology, cytopathology, clinical chemistry, immunology, flow cytometry, and molecular biology.
Collaboration pattern: validation (17 conversations, 8.095238095238095% of this task's usage)
Task: diagnose health conditions based on patients' symptoms and health histories, laboratory and diagnostic radiology test results, or other physiological measurements, such as electrocardiograms and electroencephalographs.
Collaboration pattern: directive (25 conversations, 13.297872340425531% of this task's usage)
Task: diagnose health conditions based on patients' symptoms and health histories, laboratory and diagnostic radiology test results, or other physiological measurements, such as electrocardiograms and electroencephalographs.
Collaboration pattern: learning (151 conversations, 80.31914893617021% of this task's usage)
Task: diagnose health problems by reviewing patients' health and medical histories, questioning, observing, and examining patients and interpreting x-rays.
Collaboration pattern: directive (24 conversations, 15.286624203821656% of this task's usage)
Task: diagnose health problems by reviewing patients' health and medical histories, questioning, observing, and examining patients and interpreting x-rays.
Collaboration pattern: learning (118 conversations, 75.15923566878982% of this task's usage)
Task: diagnose illnesses, using examinations, tests, and reports.
Collaboration pattern: learning (41 conversations, 74.54545454545455% of this task's usage)
Task: diagnose malfunctioning systems, apparatus, or components, using test equipment and hand tools to locate the cause of a breakdown and correct the problem.
Collaboration pattern: feedback loop (19 conversations, 38% of this task's usage)
Task: diagnose malfunctioning systems, apparatus, or components, using test equipment and hand tools to locate the cause of a breakdown and correct the problem.
Collaboration pattern: learning (16 conversations, 32% of this task's usage)
Task: diagnose or treat injuries, disorders, or diseases of the eye and eye structures including the cornea, sclera, conjunctiva, or eyelids.
Collaboration pattern: learning (16 conversations, 64% of this task's usage)
Task: diagnose, test, or analyze the performance of electrical components, assemblies, or systems.
Collaboration pattern: directive (20 conversations, 22.727272727272727% of this task's usage)
Task: diagnose, test, or analyze the performance of electrical components, assemblies, or systems.
Collaboration pattern: feedback loop (17 conversations, 19.318181818181817% of this task's usage)
Task: diagnose, test, or analyze the performance of electrical components, assemblies, or systems.
Collaboration pattern: learning (41 conversations, 46.590909090909086% of this task's usage)
Task: diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.
Collaboration pattern: directive (6421 conversations, 27.168486079377168% of this task's usage)
Task: diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.
Collaboration pattern: feedback loop (10235 conversations, 43.3062537022933% of this task's usage)
Task: diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.
Collaboration pattern: learning (5079 conversations, 21.49022594567149% of this task's usage)
Task: diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.
Collaboration pattern: task iteration (779 conversations, 3.2960988406532965% of this task's usage)
Task: diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.
Collaboration pattern: validation (618 conversations, 2.614876872302615% of this task's usage)
Task: direct crop production operations, such as planning, tilling, planting, fertilizing, cultivating, spraying, or harvesting.
Collaboration pattern: directive (36 conversations, 37.11340206185567% of this task's usage)
Task: direct crop production operations, such as planning, tilling, planting, fertilizing, cultivating, spraying, or harvesting.
Collaboration pattern: learning (34 conversations, 35.051546391752574% of this task's usage)
Task: direct crop production operations, such as planning, tilling, planting, fertilizing, cultivating, spraying, or harvesting.
Collaboration pattern: task iteration (17 conversations, 17.525773195876287% of this task's usage)
Task: direct live broadcasts, films and recordings, or non-broadcast programming for public entertainment or education.
Collaboration pattern: directive (15 conversations, 48.38709677419355% of this task's usage)
Task: direct or provide home health services.
Collaboration pattern: directive (168 conversations, 24.10329985652797% of this task's usage)
Task: direct or provide home health services.
Collaboration pattern: feedback loop (68 conversations, 9.75609756097561% of this task's usage)
Task: direct or provide home health services.
Collaboration pattern: learning (399 conversations, 57.24533715925395% of this task's usage)
Task: direct or provide home health services.
Collaboration pattern: task iteration (27 conversations, 3.873744619799139% of this task's usage)
Task: direct or provide home health services.
Collaboration pattern: validation (21 conversations, 3.012912482065997% of this task's usage)
Task: direct software programming and development of documentation.
Collaboration pattern: directive (177 conversations, 41.74528301886792% of this task's usage)
Task: direct software programming and development of documentation.
Collaboration pattern: feedback loop (44 conversations, 10.37735849056604% of this task's usage)
Task: direct software programming and development of documentation.
Collaboration pattern: learning (86 conversations, 20.28301886792453% of this task's usage)
Task: direct software programming and development of documentation.
Collaboration pattern: task iteration (101 conversations, 23.82075471698113% of this task's usage)
Task: discuss data presentation requirements with clients.
Collaboration pattern: directive (16 conversations, 44.44444444444444% of this task's usage)
Task: discuss the treatment of problems with clients.
Collaboration pattern: directive (116 conversations, 8.291636883488206% of this task's usage)
Task: discuss the treatment of problems with clients.
Collaboration pattern: feedback loop (50 conversations, 3.5739814152966405% of this task's usage)
Task: discuss the treatment of problems with clients.
Collaboration pattern: learning (835 conversations, 59.68548963545389% of this task's usage)
Task: discuss the treatment of problems with clients.
Collaboration pattern: task iteration (78 conversations, 5.575411007862759% of this task's usage)
Task: discuss the treatment of problems with clients.
Collaboration pattern: validation (126 conversations, 9.006433166547534% of this task's usage)
Task: discuss translation requirements with clients and determine any fees to be charged for services provided.
Collaboration pattern: directive (18 conversations, 45% of this task's usage)
Task: dispense herbal formulas and inform patients of dosages and frequencies, treatment duration, possible side effects and drug interactions.
Collaboration pattern: learning (29 conversations, 64.44444444444444% of this task's usage)
Task: display commercial, industrial, agricultural, and residential properties to clients and explain their features.
Collaboration pattern: directive (16 conversations, 43.24324324324324% of this task's usage)
Task: display commercial, industrial, agricultural, and residential properties to clients and explain their features.
Collaboration pattern: task iteration (17 conversations, 45.94594594594595% of this task's usage)
Task: disseminate information regarding tools, reports, or metadata enhancements.
Collaboration pattern: directive (26 conversations, 26.53061224489796% of this task's usage)
Task: disseminate information regarding tools, reports, or metadata enhancements.
Collaboration pattern: learning (60 conversations, 61.224489795918366% of this task's usage)
Task: disseminate research by writing reports, publishing papers, or presenting at professional conferences.
Collaboration pattern: learning (22 conversations, 88% of this task's usage)
Task: disseminate research results through academic publications, written reports, or public presentations.
Collaboration pattern: learning (81 conversations, 91.01123595505618% of this task's usage)
Task: document all database changes, modifications, or problems.
Collaboration pattern: directive (56 conversations, 28.57142857142857% of this task's usage)
Task: document all database changes, modifications, or problems.
Collaboration pattern: feedback loop (36 conversations, 18.367346938775512% of this task's usage)
Task: document all database changes, modifications, or problems.
Collaboration pattern: learning (36 conversations, 18.367346938775512% of this task's usage)
Task: document all database changes, modifications, or problems.
Collaboration pattern: task iteration (32 conversations, 16.3265306122449% of this task's usage)
Task: document all database changes, modifications, or problems.
Collaboration pattern: validation (28 conversations, 14.285714285714285% of this task's usage)
Task: document and communicate database schemas, using accepted notations.
Collaboration pattern: directive (104 conversations, 33.440514469453376% of this task's usage)
Task: document and communicate database schemas, using accepted notations.
Collaboration pattern: learning (119 conversations, 38.2636655948553% of this task's usage)
Task: document and communicate database schemas, using accepted notations.
Collaboration pattern: task iteration (40 conversations, 12.861736334405144% of this task's usage)
Task: document and communicate database schemas, using accepted notations.
Collaboration pattern: validation (20 conversations, 6.430868167202572% of this task's usage)
Task: document computer security and emergency measures policies, procedures, and tests.
Collaboration pattern: directive (103 conversations, 44.20600858369099% of this task's usage)
Task: document computer security and emergency measures policies, procedures, and tests.
Collaboration pattern: learning (35 conversations, 15.021459227467812% of this task's usage)
Task: document computer security and emergency measures policies, procedures, and tests.
Collaboration pattern: task iteration (76 conversations, 32.61802575107296% of this task's usage)
Task: document design specifications, installation instructions, and other system-related information.
Collaboration pattern: directive (22 conversations, 50% of this task's usage)
Task: document design specifications, installation instructions, and other system-related information.
Collaboration pattern: task iteration (16 conversations, 36.36363636363637% of this task's usage)
Task: document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.
Collaboration pattern: directive (277 conversations, 35.880829015544045% of this task's usage)
Task: document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.
Collaboration pattern: learning (15 conversations, 1.9430051813471505% of this task's usage)
Task: document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.
Collaboration pattern: task iteration (436 conversations, 56.47668393782384% of this task's usage)
Task: document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.
Collaboration pattern: validation (34 conversations, 4.404145077720207% of this task's usage)
Task: document methods used and write technical reports containing information collected.
Collaboration pattern: directive (50 conversations, 45.87155963302752% of this task's usage)
Task: document methods used and write technical reports containing information collected.
Collaboration pattern: learning (30 conversations, 27.52293577981651% of this task's usage)
Task: document methods used and write technical reports containing information collected.
Collaboration pattern: task iteration (17 conversations, 15.59633027522936% of this task's usage)
Task: document procedures for hardware and software installation and use.
Collaboration pattern: directive (36 conversations, 57.14285714285714% of this task's usage)
Task: document procedures for hardware and software installation and use.
Collaboration pattern: task iteration (15 conversations, 23.809523809523807% of this task's usage)
Task: document route of specimens from collection to laboratory analysis and diagnosis.
Collaboration pattern: directive (22 conversations, 73.33333333333333% of this task's usage)
Task: document software defects, using a bug tracking system, and report defects to software developers.
Collaboration pattern: directive (180 conversations, 29.7029702970297% of this task's usage)
Task: document software defects, using a bug tracking system, and report defects to software developers.
Collaboration pattern: feedback loop (211 conversations, 34.81848184818482% of this task's usage)
Task: document software defects, using a bug tracking system, and report defects to software developers.
Collaboration pattern: learning (93 conversations, 15.346534653465346% of this task's usage)
Task: document software defects, using a bug tracking system, and report defects to software developers.
Collaboration pattern: task iteration (59 conversations, 9.735973597359736% of this task's usage)
Task: document software defects, using a bug tracking system, and report defects to software developers.
Collaboration pattern: validation (49 conversations, 8.085808580858085% of this task's usage)
Task: document technical functions and specifications for new or proposed content management systems.
Collaboration pattern: directive (102 conversations, 44.93392070484582% of this task's usage)
Task: document technical functions and specifications for new or proposed content management systems.
Collaboration pattern: learning (39 conversations, 17.180616740088105% of this task's usage)
Task: document technical functions and specifications for new or proposed content management systems.
Collaboration pattern: task iteration (77 conversations, 33.92070484581498% of this task's usage)
Task: document technical specifications and operating standards for telecommunications equipment.
Collaboration pattern: directive (31 conversations, 34.44444444444444% of this task's usage)
Task: document technical specifications and operating standards for telecommunications equipment.
Collaboration pattern: learning (40 conversations, 44.44444444444444% of this task's usage)
Task: draft detailed dimensional drawings and design layouts for projects and to ensure conformance to specifications.
Collaboration pattern: task iteration (21 conversations, 67.74193548387096% of this task's usage)
Task: draft or proofread judicial opinions, decisions, or citations.
Collaboration pattern: directive (19 conversations, 50% of this task's usage)
Task: draft speeches for company executives and arrange interviews and other forms of contact for them.
Collaboration pattern: directive (144 conversations, 55.38461538461539% of this task's usage)
Task: draft speeches for company executives and arrange interviews and other forms of contact for them.
Collaboration pattern: task iteration (108 conversations, 41.53846153846154% of this task's usage)
Task: draw charts and graphs, using computer spreadsheets, to illustrate technical reports.
Collaboration pattern: directive (45 conversations, 44.55445544554456% of this task's usage)
Task: draw charts and graphs, using computer spreadsheets, to illustrate technical reports.
Collaboration pattern: task iteration (44 conversations, 43.56435643564357% of this task's usage)
Task: draw conclusions or make predictions based on data summaries or statistical analyses.
Collaboration pattern: directive (69 conversations, 31.79723502304148% of this task's usage)
Task: draw conclusions or make predictions based on data summaries or statistical analyses.
Collaboration pattern: learning (67 conversations, 30.87557603686636% of this task's usage)
Task: draw conclusions or make predictions based on data summaries or statistical analyses.
Collaboration pattern: task iteration (33 conversations, 15.207373271889402% of this task's usage)
Task: draw conclusions or make predictions based on data summaries or statistical analyses.
Collaboration pattern: validation (27 conversations, 12.442396313364055% of this task's usage)
Task: draw rough and detailed scale plans for foundations, buildings, and structures, based on preliminary concepts, sketches, engineering calculations, specification sheets, and other data.
Collaboration pattern: directive (15 conversations, 38.46153846153847% of this task's usage)
Task: draw rough and detailed scale plans for foundations, buildings, and structures, based on preliminary concepts, sketches, engineering calculations, specification sheets, and other data.
Collaboration pattern: task iteration (21 conversations, 53.84615384615385% of this task's usage)
Task: edit and submit protocols and other required research documentation.
Collaboration pattern: task iteration (17 conversations, 48.57142857142857% of this task's usage)
Task: edit graphics and photos, using pixel or bitmap editing, airbrushing, masking, or image retouching.
Collaboration pattern: directive (34 conversations, 52.30769230769232% of this task's usage)
Task: edit graphics and photos, using pixel or bitmap editing, airbrushing, masking, or image retouching.
Collaboration pattern: task iteration (21 conversations, 32.30769230769231% of this task's usage)
Task: edit instructional materials, such as books, simulation exercises, lesson plans, instructor guides, and tests.
Collaboration pattern: directive (491 conversations, 42.00171086398631% of this task's usage)
Task: edit instructional materials, such as books, simulation exercises, lesson plans, instructor guides, and tests.
Collaboration pattern: task iteration (640 conversations, 54.74764756201882% of this task's usage)
Task: edit instructional materials, such as books, simulation exercises, lesson plans, instructor guides, and tests.
Collaboration pattern: validation (19 conversations, 1.6253207869974338% of this task's usage)
Task: edit manuscripts for professional journals.
Collaboration pattern: directive (42 conversations, 28.96551724137932% of this task's usage)
Task: edit manuscripts for professional journals.
Collaboration pattern: task iteration (89 conversations, 61.37931034482759% of this task's usage)
Task: edit or assist in editing videos for broadcast.
Collaboration pattern: directive (21 conversations, 46.66666666666666% of this task's usage)
Task: edit or assist in editing videos for broadcast.
Collaboration pattern: task iteration (21 conversations, 46.66666666666666% of this task's usage)
Task: edit or rewrite existing copy as necessary, and submit copy for approval by supervisor.
Collaboration pattern: directive (3116 conversations, 42.53924914675768% of this task's usage)
Task: edit or rewrite existing copy as necessary, and submit copy for approval by supervisor.
Collaboration pattern: feedback loop (24 conversations, 0.3276450511945392% of this task's usage)
Task: edit or rewrite existing copy as necessary, and submit copy for approval by supervisor.
Collaboration pattern: learning (20 conversations, 0.273037542662116% of this task's usage)
Task: edit or rewrite existing copy as necessary, and submit copy for approval by supervisor.
Collaboration pattern: task iteration (3791 conversations, 51.7542662116041% of this task's usage)
Task: edit or rewrite existing copy as necessary, and submit copy for approval by supervisor.
Collaboration pattern: validation (360 conversations, 4.914675767918088% of this task's usage)
Task: edit, standardize, or make changes to material prepared by other writers or establishment personnel.
Collaboration pattern: directive (4924 conversations, 48.04371158161772% of this task's usage)
Task: edit, standardize, or make changes to material prepared by other writers or establishment personnel.
Collaboration pattern: feedback loop (86 conversations, 0.8391062542687091% of this task's usage)
Task: edit, standardize, or make changes to material prepared by other writers or establishment personnel.
Collaboration pattern: learning (92 conversations, 0.897648551078154% of this task's usage)
Task: edit, standardize, or make changes to material prepared by other writers or establishment personnel.
Collaboration pattern: task iteration (4652 conversations, 45.38979412625622% of this task's usage)
Task: edit, standardize, or make changes to material prepared by other writers or establishment personnel.
Collaboration pattern: validation (285 conversations, 2.780759098448629% of this task's usage)
Task: educate and counsel patients on contact lens care, visual hygiene, lighting arrangements and safety factors.
Collaboration pattern: learning (31 conversations, 83.78378378378379% of this task's usage)
Task: educate clients or community members about mental or physical illness, abuse, medication, or available community resources.
Collaboration pattern: learning (46 conversations, 74.19354838709677% of this task's usage)
Task: educate healthcare workers, patients, and the public about infectious and communicable diseases, including disease transmission and prevention.
Collaboration pattern: learning (52 conversations, 76.47058823529412% of this task's usage)
Task: educate or advise clients on animal health care, nutrition, or behavior problems.
Collaboration pattern: directive (65 conversations, 22.26027397260274% of this task's usage)
Task: educate or advise clients on animal health care, nutrition, or behavior problems.
Collaboration pattern: feedback loop (20 conversations, 6.849315068493151% of this task's usage)
Task: educate or advise clients on animal health care, nutrition, or behavior problems.
Collaboration pattern: learning (164 conversations, 56.16438356164384% of this task's usage)
Task: educate patients about diagnoses, prognoses, or treatments.
Collaboration pattern: directive (35 conversations, 13.257575757575758% of this task's usage)
Task: educate patients about diagnoses, prognoses, or treatments.
Collaboration pattern: learning (193 conversations, 73.10606060606061% of this task's usage)
Task: educate patients about diagnoses, prognoses, or treatments.
Collaboration pattern: task iteration (27 conversations, 10.227272727272728% of this task's usage)
Task: educate patients about health care management.
Collaboration pattern: learning (31 conversations, 62% of this task's usage)
Task: educate patients about maintenance and promotion of healthy vision.
Collaboration pattern: directive (37 conversations, 18.31683168316832% of this task's usage)
Task: educate patients about maintenance and promotion of healthy vision.
Collaboration pattern: learning (147 conversations, 72.77227722772277% of this task's usage)
Task: educate patients about self-management of acute or chronic illnesses, tailoring instructions to patients' individual circumstances.
Collaboration pattern: learning (34 conversations, 68% of this task's usage)
Task: educate patients and family members about mental health and medical conditions, preventive health measures, medications, or treatment plans.
Collaboration pattern: directive (56 conversations, 18.12297734627832% of this task's usage)
Task: educate patients and family members about mental health and medical conditions, preventive health measures, medications, or treatment plans.
Collaboration pattern: learning (203 conversations, 65.69579288025889% of this task's usage)