seeaman/economic-index-structured huggingface dataset:
Task: respond to general inquiries or requests from the public.
Collaboration pattern: task iteration (17 conversations, 2.847571189279732% of this task's usage)
Task: respond to program error messages by finding and correcting problems or terminating the program.
Collaboration pattern: directive (678 conversations, 26.69291338582677% of this task's usage)
Task: respond to program error messages by finding and correcting problems or terminating the program.
Collaboration pattern: feedback loop (1042 conversations, 41.023622047244096% of this task's usage)
Task: respond to program error messages by finding and correcting problems or terminating the program.
Collaboration pattern: learning (386 conversations, 15.196850393700789% of this task's usage)
Task: respond to program error messages by finding and correcting problems or terminating the program.
Collaboration pattern: task iteration (240 conversations, 9.448818897637794% of this task's usage)
Task: respond to program error messages by finding and correcting problems or terminating the program.
Collaboration pattern: validation (116 conversations, 4.566929133858268% of this task's usage)
Task: respond to public inquiries and complaints.
Collaboration pattern: directive (15 conversations, 42.85714285714285% of this task's usage)
Task: respond to questions and inquiries, such as those concerning service charges and capacity fees, or refer them to supervisors.
Collaboration pattern: directive (19 conversations, 23.75% of this task's usage)
Task: respond to questions and inquiries, such as those concerning service charges and capacity fees, or refer them to supervisors.
Collaboration pattern: learning (21 conversations, 26.25% of this task's usage)
Task: respond to requests for information from the media or designate an appropriate spokesperson or information source.
Collaboration pattern: directive (17 conversations, 48.57142857142857% of this task's usage)
Task: respond to requests for information from the public, other municipalities, state officials, or state and federal legislative offices.
Collaboration pattern: directive (45 conversations, 72.58064516129032% of this task's usage)
Task: retrieve information from central databases for storage in a library's computer.
Collaboration pattern: directive (207 conversations, 59.48275862068966% of this task's usage)
Task: retrieve information from central databases for storage in a library's computer.
Collaboration pattern: feedback loop (28 conversations, 8.045977011494253% of this task's usage)
Task: retrieve information from central databases for storage in a library's computer.
Collaboration pattern: learning (71 conversations, 20.40229885057472% of this task's usage)
Task: retrieve information from central databases for storage in a library's computer.
Collaboration pattern: task iteration (27 conversations, 7.758620689655173% of this task's usage)
Task: retrieve patient medical records for physicians, technicians, or other medical personnel.
Collaboration pattern: directive (23 conversations, 74.19354838709677% of this task's usage)
Task: retrieve, separate and sort program output as needed, and send data to specified users.
Collaboration pattern: directive (100 conversations, 62.893081761006286% of this task's usage)
Task: retrieve, separate and sort program output as needed, and send data to specified users.
Collaboration pattern: feedback loop (21 conversations, 13.20754716981132% of this task's usage)
Task: retrieve, separate and sort program output as needed, and send data to specified users.
Collaboration pattern: task iteration (27 conversations, 16.9811320754717% of this task's usage)
Task: review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.
Collaboration pattern: directive (2248 conversations, 26.133457335503373% of this task's usage)
Task: review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.
Collaboration pattern: feedback loop (2097 conversations, 24.37805161590328% of this task's usage)
Task: review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.
Collaboration pattern: learning (1604 conversations, 18.64682631946059% of this task's usage)
Task: review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.
Collaboration pattern: task iteration (1098 conversations, 12.76447337828412% of this task's usage)
Task: review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.
Collaboration pattern: validation (1367 conversations, 15.891653103929318% of this task's usage)
Task: review and analyze new, proposed, or revised laws, regulations, policies, and procedures to interpret their meaning and determine their impact.
Collaboration pattern: directive (142 conversations, 31.346578366445915% of this task's usage)
Task: review and analyze new, proposed, or revised laws, regulations, policies, and procedures to interpret their meaning and determine their impact.
Collaboration pattern: learning (187 conversations, 41.280353200883% of this task's usage)
Task: review and analyze new, proposed, or revised laws, regulations, policies, and procedures to interpret their meaning and determine their impact.
Collaboration pattern: task iteration (83 conversations, 18.322295805739515% of this task's usage)
Task: review and analyze new, proposed, or revised laws, regulations, policies, and procedures to interpret their meaning and determine their impact.
Collaboration pattern: validation (27 conversations, 5.960264900662252% of this task's usage)
Task: review and approve proofs submitted by composing room prior to publication production.
Collaboration pattern: directive (40 conversations, 23.66863905325444% of this task's usage)
Task: review and approve proofs submitted by composing room prior to publication production.
Collaboration pattern: task iteration (36 conversations, 21.301775147929% of this task's usage)
Task: review and approve proofs submitted by composing room prior to publication production.
Collaboration pattern: validation (54 conversations, 31.952662721893493% of this task's usage)
Task: review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology.
Collaboration pattern: directive (117 conversations, 48.14814814814815% of this task's usage)
Task: review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology.
Collaboration pattern: task iteration (54 conversations, 22.22222222222222% of this task's usage)
Task: review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology.
Collaboration pattern: validation (65 conversations, 26.74897119341564% of this task's usage)
Task: review and interpret plans, blueprints, site layouts, specifications, or construction methods to ensure compliance to legal requirements and safety regulations.
Collaboration pattern: directive (21 conversations, 45.65217391304348% of this task's usage)
Task: review books and journal articles for potential publication.
Collaboration pattern: directive (31 conversations, 33.69565217391305% of this task's usage)
Task: review books and journal articles for potential publication.
Collaboration pattern: learning (20 conversations, 21.73913043478261% of this task's usage)
Task: review books and journal articles for potential publication.
Collaboration pattern: task iteration (17 conversations, 18.47826086956521% of this task's usage)
Task: review books and journal articles for potential publication.
Collaboration pattern: validation (21 conversations, 22.82608695652174% of this task's usage)
Task: review class material with students by discussing text, working solutions to problems, or reviewing worksheets or other assignments.
Collaboration pattern: directive (1850 conversations, 40.605794556628624% of this task's usage)
Task: review class material with students by discussing text, working solutions to problems, or reviewing worksheets or other assignments.
Collaboration pattern: feedback loop (85 conversations, 1.8656716417910448% of this task's usage)
Task: review class material with students by discussing text, working solutions to problems, or reviewing worksheets or other assignments.
Collaboration pattern: learning (685 conversations, 15.035118525021948% of this task's usage)
Task: review class material with students by discussing text, working solutions to problems, or reviewing worksheets or other assignments.
Collaboration pattern: task iteration (1406 conversations, 30.86040386303775% of this task's usage)
Task: review class material with students by discussing text, working solutions to problems, or reviewing worksheets or other assignments.
Collaboration pattern: validation (465 conversations, 10.20632133450395% of this task's usage)
Task: review complaints, petitions, motions, or pleadings that have been filed to determine issues involved or basis for relief.
Collaboration pattern: directive (20 conversations, 51.28205128205128% of this task's usage)
Task: review completed construction drawings and cost estimates for accuracy and conformity to standards and regulations.
Collaboration pattern: directive (16 conversations, 40% of this task's usage)
Task: review data about material assets, net worth, liabilities, capital stock, surplus, income, and expenditures.
Collaboration pattern: directive (19 conversations, 52.77777777777778% of this task's usage)
Task: review employment applications and job orders to match applicants with job requirements.
Collaboration pattern: directive (52 conversations, 58.42696629213483% of this task's usage)
Task: review employment applications and job orders to match applicants with job requirements.
Collaboration pattern: task iteration (25 conversations, 28.08988764044944% of this task's usage)
Task: review files, records, and other documents to obtain information to respond to requests.
Collaboration pattern: directive (39 conversations, 35.77981651376147% of this task's usage)
Task: review files, records, and other documents to obtain information to respond to requests.
Collaboration pattern: learning (23 conversations, 21.100917431192663% of this task's usage)
Task: review files, records, and other documents to obtain information to respond to requests.
Collaboration pattern: validation (30 conversations, 27.52293577981651% of this task's usage)
Task: review financial periodicals, stock and bond reports, business publications, or other material to identify potential investments for clients or to keep abreast of trends affecting market conditions.
Collaboration pattern: directive (24 conversations, 66.66666666666666% of this task's usage)
Task: review financial statements, sales or activity reports, or other performance data to identify opportunities for cost reductions or service improvements.
Collaboration pattern: directive (45 conversations, 45.45454545454545% of this task's usage)
Task: review financial statements, sales or activity reports, or other performance data to identify opportunities for cost reductions or service improvements.
Collaboration pattern: task iteration (27 conversations, 27.27272727272727% of this task's usage)
Task: review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.
Collaboration pattern: directive (111 conversations, 45.67901234567901% of this task's usage)
Task: review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.
Collaboration pattern: feedback loop (20 conversations, 8.23045267489712% of this task's usage)
Task: review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.
Collaboration pattern: learning (23 conversations, 9.465020576131687% of this task's usage)
Task: review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.
Collaboration pattern: task iteration (60 conversations, 24.69135802469136% of this task's usage)
Task: review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.
Collaboration pattern: validation (28 conversations, 11.522633744855968% of this task's usage)
Task: review instructional content, methods, and student evaluations to assess strengths and weaknesses, and to develop recommendations for course revision, development, or elimination.
Collaboration pattern: directive (213 conversations, 24.040632054176072% of this task's usage)
Task: review instructional content, methods, and student evaluations to assess strengths and weaknesses, and to develop recommendations for course revision, development, or elimination.
Collaboration pattern: learning (16 conversations, 1.805869074492099% of this task's usage)
Task: review instructional content, methods, and student evaluations to assess strengths and weaknesses, and to develop recommendations for course revision, development, or elimination.
Collaboration pattern: task iteration (313 conversations, 35.3273137697517% of this task's usage)
Task: review instructional content, methods, and student evaluations to assess strengths and weaknesses, and to develop recommendations for course revision, development, or elimination.
Collaboration pattern: validation (311 conversations, 35.10158013544018% of this task's usage)
Task: review insurance policy terms to determine whether a particular loss is covered by insurance.
Collaboration pattern: directive (42 conversations, 35.294117647058826% of this task's usage)
Task: review insurance policy terms to determine whether a particular loss is covered by insurance.
Collaboration pattern: learning (49 conversations, 41.17647058823529% of this task's usage)
Task: review insurance policy terms to determine whether a particular loss is covered by insurance.
Collaboration pattern: task iteration (17 conversations, 14.285714285714285% of this task's usage)
Task: review insurance policy to determine coverage.
Collaboration pattern: directive (21 conversations, 32.8125% of this task's usage)
Task: review insurance policy to determine coverage.
Collaboration pattern: learning (30 conversations, 46.875% of this task's usage)
Task: review manuscripts for publication in books and professional journals.
Collaboration pattern: directive (81 conversations, 22.88135593220339% of this task's usage)
Task: review manuscripts for publication in books and professional journals.
Collaboration pattern: learning (19 conversations, 5.367231638418079% of this task's usage)
Task: review manuscripts for publication in books and professional journals.
Collaboration pattern: task iteration (71 conversations, 20.05649717514125% of this task's usage)
Task: review manuscripts for publication in books and professional journals.
Collaboration pattern: validation (170 conversations, 48.0225988700565% of this task's usage)
Task: review operating practices and procedures to determine whether improvements can be made in areas such as workflow, reporting procedures, or expenditures.
Collaboration pattern: directive (84 conversations, 23.59550561797753% of this task's usage)
Task: review operating practices and procedures to determine whether improvements can be made in areas such as workflow, reporting procedures, or expenditures.
Collaboration pattern: task iteration (173 conversations, 48.59550561797753% of this task's usage)
Task: review operating practices and procedures to determine whether improvements can be made in areas such as workflow, reporting procedures, or expenditures.
Collaboration pattern: validation (76 conversations, 21.34831460674157% of this task's usage)
Task: review or update web page content or links in a timely manner, using appropriate tools.
Collaboration pattern: directive (47 conversations, 47.474747474747474% of this task's usage)
Task: review or update web page content or links in a timely manner, using appropriate tools.
Collaboration pattern: task iteration (22 conversations, 22.22222222222222% of this task's usage)
Task: review or update web page content or links in a timely manner, using appropriate tools.
Collaboration pattern: validation (18 conversations, 18.181818181818183% of this task's usage)
Task: review papers for colleagues and scientific journals.
Collaboration pattern: directive (38 conversations, 23.75% of this task's usage)
Task: review papers for colleagues and scientific journals.
Collaboration pattern: learning (15 conversations, 9.375% of this task's usage)
Task: review papers for colleagues and scientific journals.
Collaboration pattern: task iteration (26 conversations, 16.25% of this task's usage)
Task: review papers for colleagues and scientific journals.
Collaboration pattern: validation (73 conversations, 45.625% of this task's usage)
Task: review papers for publication in journals.
Collaboration pattern: directive (47 conversations, 24.479166666666664% of this task's usage)
Task: review papers for publication in journals.
Collaboration pattern: task iteration (41 conversations, 21.354166666666664% of this task's usage)
Task: review papers for publication in journals.
Collaboration pattern: validation (86 conversations, 44.79166666666667% of this task's usage)
Task: review papers or serve on editorial boards for scientific journals, and review grant proposals for federal agencies.
Collaboration pattern: directive (65 conversations, 21.24183006535948% of this task's usage)
Task: review papers or serve on editorial boards for scientific journals, and review grant proposals for federal agencies.
Collaboration pattern: learning (33 conversations, 10.784313725490197% of this task's usage)
Task: review papers or serve on editorial boards for scientific journals, and review grant proposals for federal agencies.
Collaboration pattern: task iteration (59 conversations, 19.28104575163399% of this task's usage)
Task: review papers or serve on editorial boards for scientific journals, and review grant proposals for federal agencies.
Collaboration pattern: validation (143 conversations, 46.73202614379085% of this task's usage)
Task: review papers or serve on editorial boards for scientific journals, and review grant proposals for various agencies.
Collaboration pattern: directive (64 conversations, 16.93121693121693% of this task's usage)
Task: review papers or serve on editorial boards for scientific journals, and review grant proposals for various agencies.
Collaboration pattern: learning (51 conversations, 13.492063492063492% of this task's usage)
Task: review papers or serve on editorial boards for scientific journals, and review grant proposals for various agencies.
Collaboration pattern: task iteration (59 conversations, 15.608465608465607% of this task's usage)
Task: review papers or serve on editorial boards for scientific journals, and review grant proposals for various agencies.
Collaboration pattern: validation (192 conversations, 50.79365079365079% of this task's usage)
Task: review procedures in database management system manuals for making changes to database.
Collaboration pattern: directive (77 conversations, 22.647058823529413% of this task's usage)
Task: review procedures in database management system manuals for making changes to database.
Collaboration pattern: feedback loop (28 conversations, 8.235294117647058% of this task's usage)
Task: review procedures in database management system manuals for making changes to database.
Collaboration pattern: learning (128 conversations, 37.64705882352941% of this task's usage)
Task: review procedures in database management system manuals for making changes to database.
Collaboration pattern: task iteration (18 conversations, 5.294117647058823% of this task's usage)
Task: review procedures in database management system manuals for making changes to database.
Collaboration pattern: validation (80 conversations, 23.52941176470588% of this task's usage)
Task: review proposed study protocols to evaluate factors such as sample collection processes, data management plans, and potential subject risks.
Collaboration pattern: validation (16 conversations, 44.44444444444444% of this task's usage)
Task: review published materials and recommend revisions or changes in scope, format, content, and methods of reproduction and binding.
Collaboration pattern: directive (88 conversations, 20.803782505910164% of this task's usage)
Task: review published materials and recommend revisions or changes in scope, format, content, and methods of reproduction and binding.
Collaboration pattern: learning (20 conversations, 4.728132387706856% of this task's usage)
Task: review published materials and recommend revisions or changes in scope, format, content, and methods of reproduction and binding.
Collaboration pattern: task iteration (111 conversations, 26.24113475177305% of this task's usage)
Task: review published materials and recommend revisions or changes in scope, format, content, and methods of reproduction and binding.
Collaboration pattern: validation (104 conversations, 24.58628841607565% of this task's usage)
Task: review rents to ensure that they are in line with rental markets.
Collaboration pattern: directive (18 conversations, 72% of this task's usage)
Task: review reports of securities transactions or price lists to analyze market conditions.
Collaboration pattern: directive (43 conversations, 61.42857142857143% of this task's usage)
Task: review reports of securities transactions or price lists to analyze market conditions.
Collaboration pattern: learning (16 conversations, 22.857142857142858% of this task's usage)
Task: review research or literature in art therapy, psychology, or related disciplines.
Collaboration pattern: directive (33 conversations, 26.4% of this task's usage)
Task: review research or literature in art therapy, psychology, or related disciplines.
Collaboration pattern: learning (51 conversations, 40.8% of this task's usage)
Task: review research or literature in art therapy, psychology, or related disciplines.
Collaboration pattern: task iteration (24 conversations, 19.2% of this task's usage)
Task: review research or literature in art therapy, psychology, or related disciplines.
Collaboration pattern: validation (16 conversations, 12.8% of this task's usage)
Task: review scientific proposals and research papers.
Collaboration pattern: directive (26 conversations, 23.63636363636364% of this task's usage)
Task: review scientific proposals and research papers.
Collaboration pattern: learning (15 conversations, 13.636363636363637% of this task's usage)
Task: review scientific proposals and research papers.
Collaboration pattern: task iteration (19 conversations, 17.272727272727273% of this task's usage)
Task: review scientific proposals and research papers.
Collaboration pattern: validation (45 conversations, 40.909090909090914% of this task's usage)
Task: review sets of photographs to select the best work.
Collaboration pattern: directive (20 conversations, 23.809523809523807% of this task's usage)
Task: review sets of photographs to select the best work.
Collaboration pattern: validation (45 conversations, 53.57142857142857% of this task's usage)
Task: review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks.
Collaboration pattern: directive (400 conversations, 25.54278416347382% of this task's usage)
Task: review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks.
Collaboration pattern: feedback loop (41 conversations, 2.6181353767560664% of this task's usage)