seeaman/economic-index-structured huggingface dataset:
Task: recommend the use of vitamin and mineral supplements to enhance the health of patients and children.
Collaboration pattern: directive (80 conversations, 30.418250950570343% of this task's usage)
Task: recommend the use of vitamin and mineral supplements to enhance the health of patients and children.
Collaboration pattern: learning (129 conversations, 49.04942965779467% of this task's usage)
Task: recommend the use of vitamin and mineral supplements to enhance the health of patients and children.
Collaboration pattern: task iteration (36 conversations, 13.688212927756654% of this task's usage)
Task: recommend to clients strategies in cash management, insurance coverage, investment planning, or other areas to help them achieve their financial goals.
Collaboration pattern: directive (32 conversations, 49.23076923076923% of this task's usage)
Task: recommend to clients strategies in cash management, insurance coverage, investment planning, or other areas to help them achieve their financial goals.
Collaboration pattern: learning (17 conversations, 26.15384615384616% of this task's usage)
Task: recommend treatment and prevention methods for pest problems to clients.
Collaboration pattern: directive (27 conversations, 49.09090909090909% of this task's usage)
Task: recommend treatment and prevention methods for pest problems to clients.
Collaboration pattern: learning (16 conversations, 29.09090909090909% of this task's usage)
Task: recommend, select, and help locate or obtain merchandise based on customer needs and desires.
Collaboration pattern: directive (432 conversations, 51.36741973840666% of this task's usage)
Task: recommend, select, and help locate or obtain merchandise based on customer needs and desires.
Collaboration pattern: feedback loop (51 conversations, 6.064209274673008% of this task's usage)
Task: recommend, select, and help locate or obtain merchandise based on customer needs and desires.
Collaboration pattern: learning (58 conversations, 6.896551724137931% of this task's usage)
Task: recommend, select, and help locate or obtain merchandise based on customer needs and desires.
Collaboration pattern: task iteration (283 conversations, 33.650416171224734% of this task's usage)
Task: record and compile operational data by completing and maintaining forms, logs, or reports.
Collaboration pattern: directive (26 conversations, 66.66666666666666% of this task's usage)
Task: record and edit the minutes of meetings and distribute to appropriate officials or staff members.
Collaboration pattern: directive (66 conversations, 55.932203389830505% of this task's usage)
Task: record and edit the minutes of meetings and distribute to appropriate officials or staff members.
Collaboration pattern: task iteration (40 conversations, 33.89830508474576% of this task's usage)
Task: record facts to prepare reports that document incidents and activities.
Collaboration pattern: directive (48 conversations, 68.57142857142857% of this task's usage)
Task: record food and fluid intake and output.
Collaboration pattern: directive (15 conversations, 48.38709677419355% of this task's usage)
Task: record information such as computer operating time, problems that occurred, and actions taken.
Collaboration pattern: directive (21 conversations, 32.30769230769231% of this task's usage)
Task: record information such as computer operating time, problems that occurred, and actions taken.
Collaboration pattern: learning (19 conversations, 29.23076923076924% of this task's usage)
Task: record information such as personnel, production, or operational data on specified forms or reports.
Collaboration pattern: directive (28 conversations, 56.00000000000001% of this task's usage)
Task: record information, such as the number of products tested, meter readings, or dates and times of product production.
Collaboration pattern: directive (22 conversations, 70.96774193548387% of this task's usage)
Task: record laboratory or field data, including numerical data, test results, photographs, or summaries of visual observations.
Collaboration pattern: directive (74 conversations, 69.1588785046729% of this task's usage)
Task: record messages, suggesting rewording for clarity or conciseness.
Collaboration pattern: directive (200 conversations, 46.948356807511736% of this task's usage)
Task: record messages, suggesting rewording for clarity or conciseness.
Collaboration pattern: task iteration (188 conversations, 44.13145539906103% of this task's usage)
Task: record messages, suggesting rewording for clarity or conciseness.
Collaboration pattern: validation (32 conversations, 7.511737089201878% of this task's usage)
Task: record symbols on computer storage media and use computer aided transcription to translate and display them as text.
Collaboration pattern: directive (215 conversations, 86% of this task's usage)
Task: record symbols on computer storage media and use computer aided transcription to translate and display them as text.
Collaboration pattern: task iteration (19 conversations, 7.6% of this task's usage)
Task: record test data and prepare reports, summaries, or charts that interpret test results.
Collaboration pattern: directive (32 conversations, 47.05882352941176% of this task's usage)
Task: record the exact locations and conditions of artifacts uncovered in diggings or surveys, using drawings and photographs as necessary.
Collaboration pattern: directive (195 conversations, 56.03448275862068% of this task's usage)
Task: record the exact locations and conditions of artifacts uncovered in diggings or surveys, using drawings and photographs as necessary.
Collaboration pattern: feedback loop (27 conversations, 7.758620689655173% of this task's usage)
Task: record the exact locations and conditions of artifacts uncovered in diggings or surveys, using drawings and photographs as necessary.
Collaboration pattern: learning (27 conversations, 7.758620689655173% of this task's usage)
Task: record the exact locations and conditions of artifacts uncovered in diggings or surveys, using drawings and photographs as necessary.
Collaboration pattern: task iteration (50 conversations, 14.367816091954024% of this task's usage)
Task: record the exact locations and conditions of artifacts uncovered in diggings or surveys, using drawings and photographs as necessary.
Collaboration pattern: validation (40 conversations, 11.494252873563218% of this task's usage)
Task: refer qualified counselees to employers or employment services for job placement.
Collaboration pattern: directive (18 conversations, 51.42857142857142% of this task's usage)
Task: reformat documents, moving paragraphs or columns.
Collaboration pattern: directive (4034 conversations, 78.20860798759209% of this task's usage)
Task: reformat documents, moving paragraphs or columns.
Collaboration pattern: feedback loop (59 conversations, 1.1438542070569988% of this task's usage)
Task: reformat documents, moving paragraphs or columns.
Collaboration pattern: learning (40 conversations, 0.7754943776657619% of this task's usage)
Task: reformat documents, moving paragraphs or columns.
Collaboration pattern: task iteration (960 conversations, 18.61186506397829% of this task's usage)
Task: reformat documents, moving paragraphs or columns.
Collaboration pattern: validation (24 conversations, 0.4652966265994571% of this task's usage)
Task: reinstall software programs or adjust settings on existing software to fix machine malfunctions.
Collaboration pattern: directive (574 conversations, 34.22778771615981% of this task's usage)
Task: reinstall software programs or adjust settings on existing software to fix machine malfunctions.
Collaboration pattern: feedback loop (650 conversations, 38.75968992248063% of this task's usage)
Task: reinstall software programs or adjust settings on existing software to fix machine malfunctions.
Collaboration pattern: learning (242 conversations, 14.43053070960048% of this task's usage)
Task: reinstall software programs or adjust settings on existing software to fix machine malfunctions.
Collaboration pattern: task iteration (152 conversations, 9.063804412641623% of this task's usage)
Task: reinstall software programs or adjust settings on existing software to fix machine malfunctions.
Collaboration pattern: validation (36 conversations, 2.146690518783542% of this task's usage)
Task: relay credit report information to subscribers by mail or by telephone.
Collaboration pattern: directive (19 conversations, 52.77777777777778% of this task's usage)
Task: rent properties or manage rental properties.
Collaboration pattern: directive (27 conversations, 42.85714285714285% of this task's usage)
Task: rent properties or manage rental properties.
Collaboration pattern: task iteration (24 conversations, 38.095238095238095% of this task's usage)
Task: report results of statistical analyses in peer-reviewed papers and technical manuals.
Collaboration pattern: directive (16 conversations, 34.04255319148936% of this task's usage)
Task: report results of statistical analyses, including information in the form of graphs, charts, and tables.
Collaboration pattern: directive (92 conversations, 32.97491039426524% of this task's usage)
Task: report results of statistical analyses, including information in the form of graphs, charts, and tables.
Collaboration pattern: feedback loop (19 conversations, 6.810035842293908% of this task's usage)
Task: report results of statistical analyses, including information in the form of graphs, charts, and tables.
Collaboration pattern: learning (62 conversations, 22.22222222222222% of this task's usage)
Task: report results of statistical analyses, including information in the form of graphs, charts, and tables.
Collaboration pattern: task iteration (84 conversations, 30.107526881720432% of this task's usage)
Task: report results of statistical analyses, including information in the form of graphs, charts, and tables.
Collaboration pattern: validation (20 conversations, 7.168458781362006% of this task's usage)
Task: research and analyze laws, regulations, policies, and precedent decisions to prepare for hearings and to determine conclusions.
Collaboration pattern: directive (48 conversations, 36.36363636363637% of this task's usage)
Task: research and analyze laws, regulations, policies, and precedent decisions to prepare for hearings and to determine conclusions.
Collaboration pattern: learning (40 conversations, 30.303030303030305% of this task's usage)
Task: research and analyze laws, regulations, policies, and precedent decisions to prepare for hearings and to determine conclusions.
Collaboration pattern: task iteration (30 conversations, 22.727272727272727% of this task's usage)
Task: research and analyze member or community needs to determine program directions and goals.
Collaboration pattern: directive (16 conversations, 36.36363636363637% of this task's usage)
Task: research and identify potential customers for products or services.
Collaboration pattern: directive (151 conversations, 51.71232876712328% of this task's usage)
Task: research and identify potential customers for products or services.
Collaboration pattern: feedback loop (15 conversations, 5.136986301369863% of this task's usage)
Task: research and identify potential customers for products or services.
Collaboration pattern: task iteration (107 conversations, 36.64383561643836% of this task's usage)
Task: research and prepare manuscripts in support of public programming and the development of exhibits at historic sites, museums, libraries, and archives.
Collaboration pattern: directive (24 conversations, 55.81395348837209% of this task's usage)
Task: research current trends and new technology, such as printing production techniques, computer software, and design trends.
Collaboration pattern: directive (20 conversations, 54.054054054054056% of this task's usage)
Task: research equipment or component needs, sources, competitive prices, delivery times, or ongoing operational costs.
Collaboration pattern: directive (23 conversations, 67.64705882352942% of this task's usage)
Task: research hardware or software products to meet technical networking or security needs.
Collaboration pattern: directive (105 conversations, 31.91489361702128% of this task's usage)
Task: research hardware or software products to meet technical networking or security needs.
Collaboration pattern: learning (187 conversations, 56.83890577507599% of this task's usage)
Task: research hardware or software products to meet technical networking or security needs.
Collaboration pattern: task iteration (24 conversations, 7.29483282674772% of this task's usage)
Task: research how characteristics of plants or animals are carried through successive generations.
Collaboration pattern: directive (16 conversations, 25.806451612903224% of this task's usage)
Task: research how characteristics of plants or animals are carried through successive generations.
Collaboration pattern: learning (37 conversations, 59.67741935483871% of this task's usage)
Task: research information requested by farmers.
Collaboration pattern: directive (15 conversations, 38.46153846153847% of this task's usage)
Task: research laws, court decisions, documents, opinions, briefs, or other information related to cases before the court.
Collaboration pattern: directive (15 conversations, 44.11764705882353% of this task's usage)
Task: research laws, regulations, policies, or precedent decisions to prepare for hearings.
Collaboration pattern: directive (45 conversations, 48.38709677419355% of this task's usage)
Task: research laws, regulations, policies, or precedent decisions to prepare for hearings.
Collaboration pattern: learning (32 conversations, 34.40860215053764% of this task's usage)
Task: research legal issues and write opinions on the issues.
Collaboration pattern: directive (31 conversations, 37.80487804878049% of this task's usage)
Task: research legal issues and write opinions on the issues.
Collaboration pattern: learning (21 conversations, 25.60975609756097% of this task's usage)
Task: research legal issues and write opinions on the issues.
Collaboration pattern: task iteration (21 conversations, 25.60975609756097% of this task's usage)
Task: research new financial products or analytics to determine their usefulness.
Collaboration pattern: directive (22 conversations, 39.285714285714285% of this task's usage)
Task: research new financial products or analytics to determine their usefulness.
Collaboration pattern: learning (21 conversations, 37.5% of this task's usage)
Task: research new software or design concepts.
Collaboration pattern: directive (15 conversations, 46.875% of this task's usage)
Task: research new technologies by attending seminars, reading trade articles, or taking classes, and implement or recommend the implementation of new technologies.
Collaboration pattern: directive (21 conversations, 38.88888888888889% of this task's usage)
Task: research new technologies by attending seminars, reading trade articles, or taking classes, and implement or recommend the implementation of new technologies.
Collaboration pattern: learning (29 conversations, 53.70370370370371% of this task's usage)
Task: research or develop analytical tools to address issues such as portfolio construction or optimization, performance measurement, attribution, profit and loss measurement, or pricing models.
Collaboration pattern: directive (200 conversations, 39.0625% of this task's usage)
Task: research or develop analytical tools to address issues such as portfolio construction or optimization, performance measurement, attribution, profit and loss measurement, or pricing models.
Collaboration pattern: feedback loop (21 conversations, 4.1015625% of this task's usage)
Task: research or develop analytical tools to address issues such as portfolio construction or optimization, performance measurement, attribution, profit and loss measurement, or pricing models.
Collaboration pattern: learning (133 conversations, 25.9765625% of this task's usage)
Task: research or develop analytical tools to address issues such as portfolio construction or optimization, performance measurement, attribution, profit and loss measurement, or pricing models.
Collaboration pattern: task iteration (114 conversations, 22.265625% of this task's usage)
Task: research or develop analytical tools to address issues such as portfolio construction or optimization, performance measurement, attribution, profit and loss measurement, or pricing models.
Collaboration pattern: validation (34 conversations, 6.640625% of this task's usage)
Task: research or recommend textbooks, software, equipment, or other learning materials to complement tutoring.
Collaboration pattern: directive (86 conversations, 31.61764705882353% of this task's usage)
Task: research or recommend textbooks, software, equipment, or other learning materials to complement tutoring.
Collaboration pattern: learning (109 conversations, 40.07352941176471% of this task's usage)
Task: research or recommend textbooks, software, equipment, or other learning materials to complement tutoring.
Collaboration pattern: task iteration (17 conversations, 6.25% of this task's usage)
Task: research or recommend textbooks, software, equipment, or other learning materials to complement tutoring.
Collaboration pattern: validation (53 conversations, 19.48529411764705% of this task's usage)
Task: research production topics using the internet, video archives, and other informational sources.
Collaboration pattern: directive (284 conversations, 40.05641748942172% of this task's usage)
Task: research production topics using the internet, video archives, and other informational sources.
Collaboration pattern: feedback loop (17 conversations, 2.397743300423131% of this task's usage)
Task: research production topics using the internet, video archives, and other informational sources.
Collaboration pattern: learning (256 conversations, 36.10719322990127% of this task's usage)
Task: research production topics using the internet, video archives, and other informational sources.
Collaboration pattern: task iteration (109 conversations, 15.373765867418902% of this task's usage)
Task: research production topics using the internet, video archives, and other informational sources.
Collaboration pattern: validation (30 conversations, 4.231311706629055% of this task's usage)
Task: research the chemical effects of substances, such as drugs, serums, hormones, or food, on tissues or vital processes.
Collaboration pattern: directive (16 conversations, 26.229508196721312% of this task's usage)
Task: research the chemical effects of substances, such as drugs, serums, hormones, or food, on tissues or vital processes.
Collaboration pattern: learning (41 conversations, 67.21311475409836% of this task's usage)
Task: research the history of a particular country or region, or of a specific time period.
Collaboration pattern: directive (34 conversations, 42.5% of this task's usage)
Task: research the history of a particular country or region, or of a specific time period.
Collaboration pattern: learning (27 conversations, 33.75% of this task's usage)
Task: research, compile, analyze and organize information from maps, reports, investigations, and books for use in reports and special projects.
Collaboration pattern: directive (1341 conversations, 40.896614821591946% of this task's usage)
Task: research, compile, analyze and organize information from maps, reports, investigations, and books for use in reports and special projects.
Collaboration pattern: feedback loop (51 conversations, 1.555352241537054% of this task's usage)
Task: research, compile, analyze and organize information from maps, reports, investigations, and books for use in reports and special projects.
Collaboration pattern: learning (929 conversations, 28.33180847819457% of this task's usage)
Task: research, compile, analyze and organize information from maps, reports, investigations, and books for use in reports and special projects.
Collaboration pattern: task iteration (816 conversations, 24.885635864592864% of this task's usage)
Task: research, compile, analyze and organize information from maps, reports, investigations, and books for use in reports and special projects.
Collaboration pattern: validation (102 conversations, 3.110704483074108% of this task's usage)
Task: research, compile, and prepare reports, manuals, correspondence, or other information required by management or governmental agencies.
Collaboration pattern: directive (54 conversations, 37.5% of this task's usage)
Task: research, compile, and prepare reports, manuals, correspondence, or other information required by management or governmental agencies.
Collaboration pattern: learning (57 conversations, 39.58333333333333% of this task's usage)
Task: research, compile, and prepare reports, manuals, correspondence, or other information required by management or governmental agencies.
Collaboration pattern: task iteration (27 conversations, 18.75% of this task's usage)
Task: research, document, rate, or select alternatives for web architecture or technologies.
Collaboration pattern: directive (22 conversations, 27.500000000000004% of this task's usage)
Task: research, document, rate, or select alternatives for web architecture or technologies.
Collaboration pattern: learning (33 conversations, 41.25% of this task's usage)
Task: research, document, rate, or select alternatives for web architecture or technologies.
Collaboration pattern: task iteration (19 conversations, 23.75% of this task's usage)
Task: research, evaluate, and prepare recommendations on curricula, instructional methods, and materials for school systems.
Collaboration pattern: directive (59 conversations, 49.57983193277311% of this task's usage)
Task: research, evaluate, and prepare recommendations on curricula, instructional methods, and materials for school systems.
Collaboration pattern: learning (16 conversations, 13.445378151260504% of this task's usage)
Task: research, evaluate, and prepare recommendations on curricula, instructional methods, and materials for school systems.
Collaboration pattern: task iteration (30 conversations, 25.210084033613445% of this task's usage)
Task: resolve customer complaints or answer customers' questions regarding policies and procedures.
Collaboration pattern: directive (45 conversations, 48.91304347826087% of this task's usage)
Task: resolve customer complaints regarding sales and service.
Collaboration pattern: directive (18 conversations, 35.294117647058826% of this task's usage)
Task: resolve customer complaints regarding sales and service.
Collaboration pattern: task iteration (17 conversations, 33.33333333333333% of this task's usage)
Task: resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.
Collaboration pattern: directive (23 conversations, 47.91666666666667% of this task's usage)
Task: respond to customer complaints, taking action as necessary.
Collaboration pattern: directive (57 conversations, 39.58333333333333% of this task's usage)
Task: respond to customer complaints, taking action as necessary.
Collaboration pattern: task iteration (19 conversations, 13.194444444444445% of this task's usage)
Task: respond to customer inquiries or complaints.
Collaboration pattern: directive (289 conversations, 36.35220125786163% of this task's usage)
Task: respond to customer inquiries or complaints.
Collaboration pattern: feedback loop (16 conversations, 2.0125786163522013% of this task's usage)
Task: respond to customer inquiries or complaints.
Collaboration pattern: learning (64 conversations, 8.050314465408805% of this task's usage)
Task: respond to customer inquiries or complaints.
Collaboration pattern: task iteration (52 conversations, 6.540880503144654% of this task's usage)
Task: respond to customer inquiries or complaints.
Collaboration pattern: validation (29 conversations, 3.647798742138365% of this task's usage)
Task: respond to general inquiries or requests from the public.
Collaboration pattern: directive (167 conversations, 27.97319932998325% of this task's usage)
Task: respond to general inquiries or requests from the public.
Collaboration pattern: learning (96 conversations, 16.08040201005025% of this task's usage)