seeaman/economic-index-structured huggingface dataset:
Task: conduct research and present scientific findings.
Collaboration pattern: learning (96 conversations, 65.75342465753424% of this task's usage)
Task: conduct research in a particular field of knowledge and present findings in professional journals, books, electronic media, or at professional conferences.
Collaboration pattern: directive (223 conversations, 18.62990810359232% of this task's usage)
Task: conduct research in a particular field of knowledge and present findings in professional journals, books, electronic media, or at professional conferences.
Collaboration pattern: learning (770 conversations, 64.32748538011695% of this task's usage)
Task: conduct research in a particular field of knowledge and present findings in professional journals, books, electronic media, or at professional conferences.
Collaboration pattern: task iteration (141 conversations, 11.779448621553884% of this task's usage)
Task: conduct research in a particular field of knowledge and present findings in professional journals, books, electronic media, or at professional conferences.
Collaboration pattern: validation (41 conversations, 3.4252297410192147% of this task's usage)
Task: conduct research in a particular field of knowledge and publish findings in books, professional journals, or electronic media.
Collaboration pattern: directive (202 conversations, 25.40880503144654% of this task's usage)
Task: conduct research in a particular field of knowledge and publish findings in books, professional journals, or electronic media.
Collaboration pattern: learning (451 conversations, 56.72955974842767% of this task's usage)
Task: conduct research in a particular field of knowledge and publish findings in books, professional journals, or electronic media.
Collaboration pattern: task iteration (84 conversations, 10.566037735849058% of this task's usage)
Task: conduct research in a particular field of knowledge and publish findings in books, professional journals, or electronic media.
Collaboration pattern: validation (44 conversations, 5.534591194968554% of this task's usage)
Task: conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.
Collaboration pattern: directive (566 conversations, 25.92762253779203% of this task's usage)
Task: conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.
Collaboration pattern: feedback loop (31 conversations, 1.4200641319285383% of this task's usage)
Task: conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.
Collaboration pattern: learning (1089 conversations, 49.885478699038025% of this task's usage)
Task: conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.
Collaboration pattern: task iteration (361 conversations, 16.53687585890976% of this task's usage)
Task: conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.
Collaboration pattern: validation (108 conversations, 4.947320201557489% of this task's usage)
Task: conduct research in a particular field of knowledge and publish findings in scholarly journals, books, or electronic media.
Collaboration pattern: directive (151 conversations, 22.87878787878788% of this task's usage)
Task: conduct research in a particular field of knowledge and publish findings in scholarly journals, books, or electronic media.
Collaboration pattern: learning (385 conversations, 58.333333333333336% of this task's usage)
Task: conduct research in a particular field of knowledge and publish findings in scholarly journals, books, or electronic media.
Collaboration pattern: task iteration (79 conversations, 11.969696969696969% of this task's usage)
Task: conduct research in a particular field of knowledge and publish findings in scholarly journals, books, or electronic media.
Collaboration pattern: validation (30 conversations, 4.545454545454546% of this task's usage)
Task: conduct research on consumer opinions and marketing strategies, collaborating with marketing professionals, statisticians, pollsters, and other professionals.
Collaboration pattern: directive (32 conversations, 54.23728813559322% of this task's usage)
Task: conduct research on economic issues and disseminate research findings through technical reports or scientific articles in journals.
Collaboration pattern: directive (29 conversations, 23.015873015873016% of this task's usage)
Task: conduct research on economic issues and disseminate research findings through technical reports or scientific articles in journals.
Collaboration pattern: learning (66 conversations, 52.38095238095239% of this task's usage)
Task: conduct research on economic issues and disseminate research findings through technical reports or scientific articles in journals.
Collaboration pattern: task iteration (22 conversations, 17.46031746031746% of this task's usage)
Task: conduct research on new photonics technologies.
Collaboration pattern: learning (21 conversations, 61.76470588235294% of this task's usage)
Task: conduct research or assist in the conduct of research, including the collection of information and samples, such as blood, water, soil, plants and animals.
Collaboration pattern: directive (105 conversations, 49.528301886792455% of this task's usage)
Task: conduct research or assist in the conduct of research, including the collection of information and samples, such as blood, water, soil, plants and animals.
Collaboration pattern: learning (65 conversations, 30.660377358490564% of this task's usage)
Task: conduct research or assist in the conduct of research, including the collection of information and samples, such as blood, water, soil, plants and animals.
Collaboration pattern: task iteration (17 conversations, 8.018867924528301% of this task's usage)
Task: conduct research or provide instruction on subject matter related to athletic training or sports medicine.
Collaboration pattern: learning (26 conversations, 81.25% of this task's usage)
Task: conduct research that tests or analyzes the feasibility, design, operation, or performance of equipment, components, or systems.
Collaboration pattern: learning (25 conversations, 55.55555555555556% of this task's usage)
Task: conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings to the scientific audience and general public.
Collaboration pattern: directive (20 conversations, 43.47826086956522% of this task's usage)
Task: conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings to the scientific audience and general public.
Collaboration pattern: task iteration (15 conversations, 32.608695652173914% of this task's usage)
Task: conduct research to extend mathematical knowledge in traditional areas, such as algebra, geometry, probability, and logic.
Collaboration pattern: directive (108 conversations, 38.98916967509025% of this task's usage)
Task: conduct research to extend mathematical knowledge in traditional areas, such as algebra, geometry, probability, and logic.
Collaboration pattern: learning (80 conversations, 28.88086642599277% of this task's usage)
Task: conduct research to extend mathematical knowledge in traditional areas, such as algebra, geometry, probability, and logic.
Collaboration pattern: task iteration (57 conversations, 20.577617328519857% of this task's usage)
Task: conduct research to extend mathematical knowledge in traditional areas, such as algebra, geometry, probability, and logic.
Collaboration pattern: validation (26 conversations, 9.386281588447654% of this task's usage)
Task: conduct research to gather information about survey topics.
Collaboration pattern: directive (846 conversations, 44.95217853347503% of this task's usage)
Task: conduct research to gather information about survey topics.
Collaboration pattern: feedback loop (29 conversations, 1.5409139213602552% of this task's usage)
Task: conduct research to gather information about survey topics.
Collaboration pattern: learning (689 conversations, 36.60998937300744% of this task's usage)
Task: conduct research to gather information about survey topics.
Collaboration pattern: task iteration (177 conversations, 9.404888416578109% of this task's usage)
Task: conduct research to gather information about survey topics.
Collaboration pattern: validation (95 conversations, 5.047821466524974% of this task's usage)
Task: conduct research to generate new knowledge that can be used to address learning and behavior issues.
Collaboration pattern: directive (18 conversations, 13.533834586466163% of this task's usage)
Task: conduct research to generate new knowledge that can be used to address learning and behavior issues.
Collaboration pattern: learning (78 conversations, 58.64661654135338% of this task's usage)
Task: conduct research to generate new knowledge that can be used to address learning and behavior issues.
Collaboration pattern: task iteration (18 conversations, 13.533834586466163% of this task's usage)
Task: conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals.
Collaboration pattern: directive (20 conversations, 25.64102564102564% of this task's usage)
Task: conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals.
Collaboration pattern: learning (39 conversations, 50% of this task's usage)
Task: conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals.
Collaboration pattern: task iteration (17 conversations, 21.7948717948718% of this task's usage)
Task: conduct research, compile data, and prepare papers for consideration and presentation by executives, committees, and boards of directors.
Collaboration pattern: directive (330 conversations, 49.10714285714285% of this task's usage)
Task: conduct research, compile data, and prepare papers for consideration and presentation by executives, committees, and boards of directors.
Collaboration pattern: learning (50 conversations, 7.440476190476191% of this task's usage)
Task: conduct research, compile data, and prepare papers for consideration and presentation by executives, committees, and boards of directors.
Collaboration pattern: task iteration (264 conversations, 39.285714285714285% of this task's usage)
Task: conduct searches to find needed information, using such sources as the internet.
Collaboration pattern: directive (2563 conversations, 65.48288196218702% of this task's usage)
Task: conduct searches to find needed information, using such sources as the internet.
Collaboration pattern: feedback loop (138 conversations, 3.525804803270312% of this task's usage)
Task: conduct searches to find needed information, using such sources as the internet.
Collaboration pattern: learning (714 conversations, 18.242207460398568% of this task's usage)
Task: conduct searches to find needed information, using such sources as the internet.
Collaboration pattern: task iteration (251 conversations, 6.412876852324987% of this task's usage)
Task: conduct searches to find needed information, using such sources as the internet.
Collaboration pattern: validation (87 conversations, 2.2227899846704138% of this task's usage)
Task: conduct seminars or workshops on financial planning topics, such as retirement planning, estate planning, or the evaluation of severance packages.
Collaboration pattern: directive (23 conversations, 33.33333333333333% of this task's usage)
Task: conduct seminars or workshops on financial planning topics, such as retirement planning, estate planning, or the evaluation of severance packages.
Collaboration pattern: learning (36 conversations, 52.17391304347826% of this task's usage)
Task: conduct social research.
Collaboration pattern: learning (38 conversations, 67.85714285714286% of this task's usage)
Task: conduct surveys and collect data, using methods such as interviews, questionnaires, focus groups, market analysis surveys, public opinion polls, literature reviews, and file reviews.
Collaboration pattern: directive (178 conversations, 57.41935483870968% of this task's usage)
Task: conduct surveys and collect data, using methods such as interviews, questionnaires, focus groups, market analysis surveys, public opinion polls, literature reviews, and file reviews.
Collaboration pattern: learning (61 conversations, 19.67741935483871% of this task's usage)
Task: conduct surveys and collect data, using methods such as interviews, questionnaires, focus groups, market analysis surveys, public opinion polls, literature reviews, and file reviews.
Collaboration pattern: task iteration (46 conversations, 14.838709677419354% of this task's usage)
Task: conduct surveys and collect data, using methods such as interviews, questionnaires, focus groups, market analysis surveys, public opinion polls, literature reviews, and file reviews.
Collaboration pattern: validation (15 conversations, 4.838709677419355% of this task's usage)
Task: conduct threat or vulnerability analyses to determine probable frequency, criticality, consequence, or severity of natural or man-made disasters or criminal activity on the organization's profitability or delivery of products or services.
Collaboration pattern: directive (23 conversations, 37.704918032786885% of this task's usage)
Task: conduct threat or vulnerability analyses to determine probable frequency, criticality, consequence, or severity of natural or man-made disasters or criminal activity on the organization's profitability or delivery of products or services.
Collaboration pattern: learning (18 conversations, 29.50819672131147% of this task's usage)
Task: conduct, or oversee the conduct of, chemical, physical, and biological water quality monitoring or sampling to ensure compliance with water quality standards.
Collaboration pattern: directive (15 conversations, 48.38709677419355% of this task's usage)
Task: confer with board members, organization officials, or staff members to discuss issues, coordinate activities, or resolve problems.
Collaboration pattern: directive (16 conversations, 32% of this task's usage)
Task: confer with board members, organization officials, or staff members to discuss issues, coordinate activities, or resolve problems.
Collaboration pattern: task iteration (20 conversations, 40% of this task's usage)
Task: confer with clients about their medical histories and problems with stress or pain to determine how massage will be most helpful.
Collaboration pattern: learning (24 conversations, 60% of this task's usage)
Task: confer with clients regarding the nature of the information processing or computation needs a computer program is to address.
Collaboration pattern: directive (1139 conversations, 18.782981530343008% of this task's usage)
Task: confer with clients regarding the nature of the information processing or computation needs a computer program is to address.
Collaboration pattern: feedback loop (145 conversations, 2.391160949868074% of this task's usage)
Task: confer with clients regarding the nature of the information processing or computation needs a computer program is to address.
Collaboration pattern: learning (3421 conversations, 56.41490765171504% of this task's usage)
Task: confer with clients regarding the nature of the information processing or computation needs a computer program is to address.
Collaboration pattern: task iteration (605 conversations, 9.976912928759894% of this task's usage)
Task: confer with clients regarding the nature of the information processing or computation needs a computer program is to address.
Collaboration pattern: validation (171 conversations, 2.819920844327177% of this task's usage)
Task: confer with clients to determine objectives, budget, background information, and presentation approaches, styles, and techniques.
Collaboration pattern: directive (48 conversations, 50% of this task's usage)
Task: confer with clients to determine objectives, budget, background information, and presentation approaches, styles, and techniques.
Collaboration pattern: task iteration (31 conversations, 32.29166666666667% of this task's usage)
Task: confer with clients to develop strategies for their careers, and to explain actions taken on their behalf.
Collaboration pattern: directive (202 conversations, 24.45520581113801% of this task's usage)
Task: confer with clients to develop strategies for their careers, and to explain actions taken on their behalf.
Collaboration pattern: feedback loop (22 conversations, 2.663438256658596% of this task's usage)
Task: confer with clients to develop strategies for their careers, and to explain actions taken on their behalf.
Collaboration pattern: learning (194 conversations, 23.486682808716708% of this task's usage)
Task: confer with clients to develop strategies for their careers, and to explain actions taken on their behalf.
Collaboration pattern: task iteration (328 conversations, 39.70944309927361% of this task's usage)
Task: confer with clients to develop strategies for their careers, and to explain actions taken on their behalf.
Collaboration pattern: validation (63 conversations, 7.627118644067797% of this task's usage)
Task: confer with clients to provide marketing or technical advice.
Collaboration pattern: directive (24 conversations, 22.22222222222222% of this task's usage)
Task: confer with clients to provide marketing or technical advice.
Collaboration pattern: task iteration (48 conversations, 44.44444444444444% of this task's usage)
Task: confer with company officials to develop methods and procedures to increase sales, expand markets, and promote business.
Collaboration pattern: directive (34 conversations, 36.55913978494624% of this task's usage)
Task: confer with company officials to develop methods and procedures to increase sales, expand markets, and promote business.
Collaboration pattern: task iteration (38 conversations, 40.86021505376344% of this task's usage)
Task: confer with customers and engineers to assess equipment needs and to determine system requirements.
Collaboration pattern: directive (49 conversations, 29.6969696969697% of this task's usage)
Task: confer with customers and engineers to assess equipment needs and to determine system requirements.
Collaboration pattern: learning (52 conversations, 31.515151515151512% of this task's usage)
Task: confer with customers and engineers to assess equipment needs and to determine system requirements.
Collaboration pattern: task iteration (50 conversations, 30.303030303030305% of this task's usage)
Task: confer with customers to assess customer needs or obtain feedback.
Collaboration pattern: directive (22 conversations, 24.719101123595504% of this task's usage)
Task: confer with customers to determine how to tailor materials to their needs.
Collaboration pattern: directive (17 conversations, 41.46341463414634% of this task's usage)
Task: confer with customers to determine how to tailor materials to their needs.
Collaboration pattern: task iteration (21 conversations, 51.21951219512195% of this task's usage)
Task: confer with customers to determine project requirements or to provide cost estimates.
Collaboration pattern: directive (16 conversations, 57.14285714285714% of this task's usage)
Task: confer with customers to determine their service requirements and travel preferences.
Collaboration pattern: directive (22 conversations, 55.00000000000001% of this task's usage)
Task: confer with customers to determine their service requirements and travel preferences.
Collaboration pattern: task iteration (15 conversations, 37.5% of this task's usage)
Task: confer with research personnel to clarify or resolve problems and to develop or modify designs.
Collaboration pattern: directive (17 conversations, 20.23809523809524% of this task's usage)
Task: confer with research personnel to clarify or resolve problems and to develop or modify designs.
Collaboration pattern: feedback loop (17 conversations, 20.23809523809524% of this task's usage)
Task: confer with research personnel to clarify or resolve problems and to develop or modify designs.
Collaboration pattern: learning (20 conversations, 23.809523809523807% of this task's usage)
Task: confer with research personnel to clarify or resolve problems and to develop or modify designs.
Collaboration pattern: validation (16 conversations, 19.047619047619047% of this task's usage)
Task: confer with scientists or engineers to conduct analyses of research projects, interpret test results, or develop nonstandard tests.
Collaboration pattern: directive (17 conversations, 10.429447852760736% of this task's usage)
Task: confer with scientists or engineers to conduct analyses of research projects, interpret test results, or develop nonstandard tests.
Collaboration pattern: feedback loop (31 conversations, 19.018404907975462% of this task's usage)
Task: confer with scientists or engineers to conduct analyses of research projects, interpret test results, or develop nonstandard tests.
Collaboration pattern: learning (53 conversations, 32.515337423312886% of this task's usage)
Task: confer with scientists or engineers to conduct analyses of research projects, interpret test results, or develop nonstandard tests.
Collaboration pattern: task iteration (23 conversations, 14.11042944785276% of this task's usage)
Task: confer with scientists or engineers to conduct analyses of research projects, interpret test results, or develop nonstandard tests.
Collaboration pattern: validation (36 conversations, 22.085889570552148% of this task's usage)
Task: confer with staff, users, and management to establish requirements for new systems or modifications.
Collaboration pattern: directive (16 conversations, 40% of this task's usage)
Task: confer with supervisory personnel, owners, contractors, or design professionals to discuss and resolve matters, such as work procedures, complaints, or construction problems.
Collaboration pattern: directive (15 conversations, 40.54054054054054% of this task's usage)
Task: confer with systems analysts, engineers, programmers and others to design system and to obtain information on project limitations and capabilities, performance requirements and interfaces.
Collaboration pattern: directive (52 conversations, 36.36363636363637% of this task's usage)
Task: confer with systems analysts, engineers, programmers and others to design system and to obtain information on project limitations and capabilities, performance requirements and interfaces.
Collaboration pattern: learning (28 conversations, 19.58041958041958% of this task's usage)
Task: confer with systems analysts, engineers, programmers and others to design system and to obtain information on project limitations and capabilities, performance requirements and interfaces.
Collaboration pattern: task iteration (49 conversations, 34.26573426573427% of this task's usage)
Task: configure security settings or access permissions for groups or individuals.
Collaboration pattern: directive (56 conversations, 34.5679012345679% of this task's usage)
Task: configure security settings or access permissions for groups or individuals.
Collaboration pattern: feedback loop (19 conversations, 11.728395061728394% of this task's usage)
Task: configure security settings or access permissions for groups or individuals.
Collaboration pattern: learning (51 conversations, 31.48148148148148% of this task's usage)
Task: configure security settings or access permissions for groups or individuals.
Collaboration pattern: task iteration (16 conversations, 9.876543209876544% of this task's usage)
Task: configure servers to meet functional specifications.
Collaboration pattern: directive (445 conversations, 29.43121693121693% of this task's usage)
Task: configure servers to meet functional specifications.
Collaboration pattern: feedback loop (341 conversations, 22.552910052910057% of this task's usage)