seeaman/economic-index-structured huggingface dataset:
Task: analyze and evaluate security operations to identify risks or opportunities for improvement through auditing, review, or assessment.
Collaboration pattern: directive (133 conversations, 30.36529680365297% of this task's usage)
Task: analyze and evaluate security operations to identify risks or opportunities for improvement through auditing, review, or assessment.
Collaboration pattern: feedback loop (29 conversations, 6.621004566210045% of this task's usage)
Task: analyze and evaluate security operations to identify risks or opportunities for improvement through auditing, review, or assessment.
Collaboration pattern: learning (148 conversations, 33.789954337899545% of this task's usage)
Task: analyze and evaluate security operations to identify risks or opportunities for improvement through auditing, review, or assessment.
Collaboration pattern: task iteration (52 conversations, 11.87214611872146% of this task's usage)
Task: analyze and evaluate security operations to identify risks or opportunities for improvement through auditing, review, or assessment.
Collaboration pattern: validation (60 conversations, 13.6986301369863% of this task's usage)
Task: analyze and interpret data to increase the understanding of human social behavior.
Collaboration pattern: directive (31 conversations, 41.891891891891895% of this task's usage)
Task: analyze and interpret data to increase the understanding of human social behavior.
Collaboration pattern: learning (15 conversations, 20.27027027027027% of this task's usage)
Task: analyze and interpret data to increase the understanding of human social behavior.
Collaboration pattern: task iteration (16 conversations, 21.62162162162162% of this task's usage)
Task: analyze and interpret patients' histories, symptoms, physical findings, or diagnostic information to develop appropriate diagnoses.
Collaboration pattern: directive (102 conversations, 15.62021439509954% of this task's usage)
Task: analyze and interpret patients' histories, symptoms, physical findings, or diagnostic information to develop appropriate diagnoses.
Collaboration pattern: feedback loop (53 conversations, 8.116385911179174% of this task's usage)
Task: analyze and interpret patients' histories, symptoms, physical findings, or diagnostic information to develop appropriate diagnoses.
Collaboration pattern: learning (425 conversations, 65.08422664624808% of this task's usage)
Task: analyze and interpret patients' histories, symptoms, physical findings, or diagnostic information to develop appropriate diagnoses.
Collaboration pattern: task iteration (37 conversations, 5.66615620214395% of this task's usage)
Task: analyze and interpret patients' histories, symptoms, physical findings, or diagnostic information to develop appropriate diagnoses.
Collaboration pattern: validation (33 conversations, 5.053598774885145% of this task's usage)
Task: analyze and interpret results from tests such as microbial or parasite tests, urine analyses, hormonal assays, fine needle aspirations (fnas), and polymerase chain reactions (pcrs).
Collaboration pattern: directive (59 conversations, 38.31168831168832% of this task's usage)
Task: analyze and interpret results from tests such as microbial or parasite tests, urine analyses, hormonal assays, fine needle aspirations (fnas), and polymerase chain reactions (pcrs).
Collaboration pattern: learning (40 conversations, 25.97402597402597% of this task's usage)
Task: analyze and interpret results from tests such as microbial or parasite tests, urine analyses, hormonal assays, fine needle aspirations (fnas), and polymerase chain reactions (pcrs).
Collaboration pattern: validation (34 conversations, 22.07792207792208% of this task's usage)
Task: analyze and record test data to issue reports that use charts, graphs, or narratives.
Collaboration pattern: directive (170 conversations, 44.04145077720207% of this task's usage)
Task: analyze and record test data to issue reports that use charts, graphs, or narratives.
Collaboration pattern: feedback loop (39 conversations, 10.103626943005182% of this task's usage)
Task: analyze and record test data to issue reports that use charts, graphs, or narratives.
Collaboration pattern: learning (43 conversations, 11.139896373056994% of this task's usage)
Task: analyze and record test data to issue reports that use charts, graphs, or narratives.
Collaboration pattern: task iteration (67 conversations, 17.357512953367877% of this task's usage)
Task: analyze and record test data to issue reports that use charts, graphs, or narratives.
Collaboration pattern: validation (62 conversations, 16.06217616580311% of this task's usage)
Task: analyze and report computer network security breaches or attempted breaches.
Collaboration pattern: directive (64 conversations, 30.47619047619048% of this task's usage)
Task: analyze and report computer network security breaches or attempted breaches.
Collaboration pattern: learning (75 conversations, 35.714285714285715% of this task's usage)
Task: analyze and report computer network security breaches or attempted breaches.
Collaboration pattern: task iteration (29 conversations, 13.80952380952381% of this task's usage)
Task: analyze and report computer network security breaches or attempted breaches.
Collaboration pattern: validation (24 conversations, 11.428571428571429% of this task's usage)
Task: analyze available data and consult with other scientists to determine parameters of experimentation and suitability of analytical models.
Collaboration pattern: directive (18 conversations, 24.324324324324326% of this task's usage)
Task: analyze available data and consult with other scientists to determine parameters of experimentation and suitability of analytical models.
Collaboration pattern: learning (31 conversations, 41.891891891891895% of this task's usage)
Task: analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice.
Collaboration pattern: directive (115 conversations, 40.49295774647887% of this task's usage)
Task: analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice.
Collaboration pattern: learning (28 conversations, 9.859154929577464% of this task's usage)
Task: analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice.
Collaboration pattern: task iteration (120 conversations, 42.25352112676056% of this task's usage)
Task: analyze characteristics of animals to identify and classify them.
Collaboration pattern: directive (537 conversations, 41.403238242097146% of this task's usage)
Task: analyze characteristics of animals to identify and classify them.
Collaboration pattern: feedback loop (163 conversations, 12.567463377023902% of this task's usage)
Task: analyze characteristics of animals to identify and classify them.
Collaboration pattern: learning (352 conversations, 27.139552814186587% of this task's usage)
Task: analyze characteristics of animals to identify and classify them.
Collaboration pattern: task iteration (132 conversations, 10.17733230531997% of this task's usage)
Task: analyze characteristics of animals to identify and classify them.
Collaboration pattern: validation (87 conversations, 6.707787201233615% of this task's usage)
Task: analyze competitive market strategies through analysis of related product, market, or share trends.
Collaboration pattern: directive (46 conversations, 31.944444444444443% of this task's usage)
Task: analyze competitive market strategies through analysis of related product, market, or share trends.
Collaboration pattern: learning (38 conversations, 26.38888888888889% of this task's usage)
Task: analyze competitive market strategies through analysis of related product, market, or share trends.
Collaboration pattern: task iteration (46 conversations, 31.944444444444443% of this task's usage)
Task: analyze complex systems to determine potential for further development, production, interoperability, compatibility, or usefulness in a particular area, such as aviation.
Collaboration pattern: directive (32 conversations, 16.75392670157068% of this task's usage)
Task: analyze complex systems to determine potential for further development, production, interoperability, compatibility, or usefulness in a particular area, such as aviation.
Collaboration pattern: learning (102 conversations, 53.403141361256544% of this task's usage)
Task: analyze complex systems to determine potential for further development, production, interoperability, compatibility, or usefulness in a particular area, such as aviation.
Collaboration pattern: task iteration (33 conversations, 17.277486910994764% of this task's usage)
Task: analyze complex systems to determine potential for further development, production, interoperability, compatibility, or usefulness in a particular area, such as aviation.
Collaboration pattern: validation (15 conversations, 7.853403141361256% of this task's usage)
Task: analyze corporate intelligence data to identify trends, patterns, or warnings indicating threats to security of people, assets, information, or infrastructure.
Collaboration pattern: directive (76 conversations, 37.073170731707314% of this task's usage)
Task: analyze corporate intelligence data to identify trends, patterns, or warnings indicating threats to security of people, assets, information, or infrastructure.
Collaboration pattern: learning (81 conversations, 39.51219512195122% of this task's usage)
Task: analyze corporate intelligence data to identify trends, patterns, or warnings indicating threats to security of people, assets, information, or infrastructure.
Collaboration pattern: task iteration (23 conversations, 11.219512195121952% of this task's usage)
Task: analyze corporate intelligence data to identify trends, patterns, or warnings indicating threats to security of people, assets, information, or infrastructure.
Collaboration pattern: validation (15 conversations, 7.317073170731707% of this task's usage)
Task: analyze data from surveys, old records, or case studies, using statistical software.
Collaboration pattern: directive (51 conversations, 39.84375% of this task's usage)
Task: analyze data from surveys, old records, or case studies, using statistical software.
Collaboration pattern: learning (24 conversations, 18.75% of this task's usage)
Task: analyze data from surveys, old records, or case studies, using statistical software.
Collaboration pattern: task iteration (30 conversations, 23.4375% of this task's usage)
Task: analyze data such as interview notes, test results, and reference manuals to identify symptoms and to diagnose the nature of clients' problems.
Collaboration pattern: directive (55 conversations, 20.52238805970149% of this task's usage)
Task: analyze data such as interview notes, test results, and reference manuals to identify symptoms and to diagnose the nature of clients' problems.
Collaboration pattern: learning (155 conversations, 57.83582089552238% of this task's usage)
Task: analyze data such as interview notes, test results, and reference manuals to identify symptoms and to diagnose the nature of clients' problems.
Collaboration pattern: task iteration (28 conversations, 10.44776119402985% of this task's usage)
Task: analyze data such as interview notes, test results, and reference manuals to identify symptoms and to diagnose the nature of clients' problems.
Collaboration pattern: validation (24 conversations, 8.955223880597014% of this task's usage)
Task: analyze data to determine answers to questions from customers or members of the public.
Collaboration pattern: directive (43 conversations, 56.57894736842105% of this task's usage)
Task: analyze data to determine feasibility of product proposals.
Collaboration pattern: directive (39 conversations, 33.33333333333333% of this task's usage)
Task: analyze data to determine feasibility of product proposals.
Collaboration pattern: task iteration (42 conversations, 35.8974358974359% of this task's usage)
Task: analyze data to determine feasibility of product proposals.
Collaboration pattern: validation (17 conversations, 14.529914529914532% of this task's usage)
Task: analyze determinants responsible for specific inherited traits, and devise methods for altering traits or producing new traits.
Collaboration pattern: learning (20 conversations, 57.14285714285714% of this task's usage)
Task: analyze developments in specific field to determine need for revisions in previously published materials and development of new material.
Collaboration pattern: directive (55 conversations, 20.91254752851712% of this task's usage)
Task: analyze developments in specific field to determine need for revisions in previously published materials and development of new material.
Collaboration pattern: learning (127 conversations, 48.28897338403042% of this task's usage)
Task: analyze developments in specific field to determine need for revisions in previously published materials and development of new material.
Collaboration pattern: task iteration (43 conversations, 16.34980988593156% of this task's usage)
Task: analyze developments in specific field to determine need for revisions in previously published materials and development of new material.
Collaboration pattern: validation (31 conversations, 11.787072243346008% of this task's usage)
Task: analyze electronics system requirements, capacity, cost, or customer needs to determine project feasibility.
Collaboration pattern: directive (31 conversations, 33.69565217391305% of this task's usage)
Task: analyze electronics system requirements, capacity, cost, or customer needs to determine project feasibility.
Collaboration pattern: learning (25 conversations, 27.17391304347825% of this task's usage)
Task: analyze electronics system requirements, capacity, cost, or customer needs to determine project feasibility.
Collaboration pattern: task iteration (25 conversations, 27.17391304347825% of this task's usage)
Task: analyze employment-related data and prepare required reports.
Collaboration pattern: directive (18 conversations, 66.66666666666666% of this task's usage)
Task: analyze equipment performance records to assess equipment functioning.
Collaboration pattern: learning (23 conversations, 45.09803921568628% of this task's usage)
Task: analyze expenditures and other financial information to develop plans, policies, or budgets for increasing profits or improving services.
Collaboration pattern: directive (47 conversations, 45.63106796116505% of this task's usage)
Task: analyze expenditures and other financial information to develop plans, policies, or budgets for increasing profits or improving services.
Collaboration pattern: task iteration (32 conversations, 31.06796116504854% of this task's usage)
Task: analyze experimental data and interpret results to write reports and summaries of findings.
Collaboration pattern: directive (295 conversations, 23.246650906225376% of this task's usage)
Task: analyze experimental data and interpret results to write reports and summaries of findings.
Collaboration pattern: feedback loop (102 conversations, 8.037825059101655% of this task's usage)
Task: analyze experimental data and interpret results to write reports and summaries of findings.
Collaboration pattern: learning (374 conversations, 29.472025216706065% of this task's usage)
Task: analyze experimental data and interpret results to write reports and summaries of findings.
Collaboration pattern: task iteration (244 conversations, 19.227738376674548% of this task's usage)
Task: analyze experimental data and interpret results to write reports and summaries of findings.
Collaboration pattern: validation (226 conversations, 17.80929866036249% of this task's usage)
Task: analyze financial information obtained from clients to determine strategies for meeting clients' financial objectives.
Collaboration pattern: directive (323 conversations, 34.398296059637914% of this task's usage)
Task: analyze financial information obtained from clients to determine strategies for meeting clients' financial objectives.
Collaboration pattern: feedback loop (36 conversations, 3.8338658146964857% of this task's usage)
Task: analyze financial information obtained from clients to determine strategies for meeting clients' financial objectives.
Collaboration pattern: learning (252 conversations, 26.8370607028754% of this task's usage)
Task: analyze financial information obtained from clients to determine strategies for meeting clients' financial objectives.
Collaboration pattern: task iteration (232 conversations, 24.70713525026624% of this task's usage)
Task: analyze financial information obtained from clients to determine strategies for meeting clients' financial objectives.
Collaboration pattern: validation (90 conversations, 9.584664536741212% of this task's usage)
Task: analyze financial or operational performance of companies facing financial difficulties to identify or recommend remedies.
Collaboration pattern: directive (18 conversations, 38.297872340425535% of this task's usage)
Task: analyze information obtained from management to conceptualize and define operational problems.
Collaboration pattern: directive (274 conversations, 38.42917251051893% of this task's usage)
Task: analyze information obtained from management to conceptualize and define operational problems.
Collaboration pattern: learning (138 conversations, 19.35483870967742% of this task's usage)
Task: analyze information obtained from management to conceptualize and define operational problems.
Collaboration pattern: task iteration (230 conversations, 32.25806451612903% of this task's usage)
Task: analyze information obtained from management to conceptualize and define operational problems.
Collaboration pattern: validation (40 conversations, 5.610098176718092% of this task's usage)
Task: analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling and information engineering.
Collaboration pattern: directive (404 conversations, 49.81504315659679% of this task's usage)
Task: analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling and information engineering.
Collaboration pattern: feedback loop (19 conversations, 2.342786683107275% of this task's usage)
Task: analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling and information engineering.
Collaboration pattern: learning (112 conversations, 13.81011097410604% of this task's usage)
Task: analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling and information engineering.
Collaboration pattern: task iteration (249 conversations, 30.702836004932184% of this task's usage)
Task: analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling and information engineering.
Collaboration pattern: validation (19 conversations, 2.342786683107275% of this task's usage)
Task: analyze information to determine, recommend, and plan computer specifications and layouts, and peripheral equipment modifications.
Collaboration pattern: directive (287 conversations, 30.17875920084122% of this task's usage)
Task: analyze information to determine, recommend, and plan computer specifications and layouts, and peripheral equipment modifications.
Collaboration pattern: feedback loop (35 conversations, 3.680336487907466% of this task's usage)
Task: analyze information to determine, recommend, and plan computer specifications and layouts, and peripheral equipment modifications.
Collaboration pattern: learning (446 conversations, 46.89800210304942% of this task's usage)
Task: analyze information to determine, recommend, and plan computer specifications and layouts, and peripheral equipment modifications.
Collaboration pattern: task iteration (113 conversations, 11.88222923238696% of this task's usage)
Task: analyze information to determine, recommend, and plan computer specifications and layouts, and peripheral equipment modifications.
Collaboration pattern: validation (56 conversations, 5.888538380651945% of this task's usage)
Task: analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.
Collaboration pattern: directive (91 conversations, 30.23255813953488% of this task's usage)
Task: analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.
Collaboration pattern: feedback loop (49 conversations, 16.27906976744186% of this task's usage)
Task: analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.
Collaboration pattern: learning (80 conversations, 26.578073089701% of this task's usage)
Task: analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.
Collaboration pattern: task iteration (63 conversations, 20.930232558139537% of this task's usage)
Task: analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.
Collaboration pattern: validation (18 conversations, 5.980066445182724% of this task's usage)
Task: analyze information to determine, recommend, and plan layout, including type of computers and peripheral equipment modifications.
Collaboration pattern: directive (325 conversations, 28.65961199294533% of this task's usage)
Task: analyze information to determine, recommend, and plan layout, including type of computers and peripheral equipment modifications.
Collaboration pattern: feedback loop (67 conversations, 5.908289241622574% of this task's usage)
Task: analyze information to determine, recommend, and plan layout, including type of computers and peripheral equipment modifications.
Collaboration pattern: learning (498 conversations, 43.91534391534391% of this task's usage)
Task: analyze information to determine, recommend, and plan layout, including type of computers and peripheral equipment modifications.
Collaboration pattern: task iteration (167 conversations, 14.726631393298058% of this task's usage)
Task: analyze information to determine, recommend, and plan layout, including type of computers and peripheral equipment modifications.
Collaboration pattern: validation (61 conversations, 5.379188712522046% of this task's usage)
Task: analyze laboratory findings to check the accuracy of the results.
Collaboration pattern: directive (17 conversations, 17.708333333333336% of this task's usage)
Task: analyze laboratory findings to check the accuracy of the results.
Collaboration pattern: validation (62 conversations, 64.58333333333334% of this task's usage)
Task: analyze large molecular datasets such as raw microarray data, genomic sequence data, and proteomics data for clinical or basic research purposes.
Collaboration pattern: directive (84 conversations, 21.818181818181817% of this task's usage)
Task: analyze large molecular datasets such as raw microarray data, genomic sequence data, and proteomics data for clinical or basic research purposes.
Collaboration pattern: feedback loop (83 conversations, 21.55844155844156% of this task's usage)
Task: analyze large molecular datasets such as raw microarray data, genomic sequence data, and proteomics data for clinical or basic research purposes.
Collaboration pattern: learning (79 conversations, 20.51948051948052% of this task's usage)
Task: analyze large molecular datasets such as raw microarray data, genomic sequence data, and proteomics data for clinical or basic research purposes.
Collaboration pattern: task iteration (100 conversations, 25.97402597402597% of this task's usage)
Task: analyze large molecular datasets such as raw microarray data, genomic sequence data, and proteomics data for clinical or basic research purposes.
Collaboration pattern: validation (24 conversations, 6.233766233766234% of this task's usage)