seeaman/economic-index-structured huggingface dataset:
Task: configure servers to meet functional specifications.
Collaboration pattern: learning (427 conversations, 28.240740740740737% of this task's usage)
Task: configure servers to meet functional specifications.
Collaboration pattern: task iteration (225 conversations, 14.88095238095238% of this task's usage)
Task: configure servers to meet functional specifications.
Collaboration pattern: validation (52 conversations, 3.439153439153439% of this task's usage)
Task: consult classification manuals to locate information about disease processes.
Collaboration pattern: learning (22 conversations, 78.57142857142857% of this task's usage)
Task: consult reference material, such as textbooks, manuals, and journals, to identify symptoms, make diagnoses, and develop approaches to treatment.
Collaboration pattern: directive (29 conversations, 18.954248366013072% of this task's usage)
Task: consult reference material, such as textbooks, manuals, and journals, to identify symptoms, make diagnoses, and develop approaches to treatment.
Collaboration pattern: learning (115 conversations, 75.16339869281046% of this task's usage)
Task: consult with and advise physicians, educators, researchers, government health officials and others regarding medical applications of sciences, such as physics, biology, and chemistry.
Collaboration pattern: directive (52 conversations, 7.602339181286549% of this task's usage)
Task: consult with and advise physicians, educators, researchers, government health officials and others regarding medical applications of sciences, such as physics, biology, and chemistry.
Collaboration pattern: feedback loop (41 conversations, 5.994152046783626% of this task's usage)
Task: consult with and advise physicians, educators, researchers, government health officials and others regarding medical applications of sciences, such as physics, biology, and chemistry.
Collaboration pattern: learning (435 conversations, 63.59649122807017% of this task's usage)
Task: consult with and advise physicians, educators, researchers, government health officials and others regarding medical applications of sciences, such as physics, biology, and chemistry.
Collaboration pattern: task iteration (76 conversations, 11.11111111111111% of this task's usage)
Task: consult with and advise physicians, educators, researchers, government health officials and others regarding medical applications of sciences, such as physics, biology, and chemistry.
Collaboration pattern: validation (67 conversations, 9.7953216374269% of this task's usage)
Task: consult with and assist computer operators or system analysts to define and resolve problems in running computer programs.
Collaboration pattern: directive (166 conversations, 12.710566615620214% of this task's usage)
Task: consult with and assist computer operators or system analysts to define and resolve problems in running computer programs.
Collaboration pattern: feedback loop (108 conversations, 8.269525267993874% of this task's usage)
Task: consult with and assist computer operators or system analysts to define and resolve problems in running computer programs.
Collaboration pattern: learning (839 conversations, 64.24196018376723% of this task's usage)
Task: consult with and assist computer operators or system analysts to define and resolve problems in running computer programs.
Collaboration pattern: task iteration (80 conversations, 6.125574272588056% of this task's usage)
Task: consult with and assist computer operators or system analysts to define and resolve problems in running computer programs.
Collaboration pattern: validation (84 conversations, 6.431852986217458% of this task's usage)
Task: consult with clients to assess risks and to determine security requirements.
Collaboration pattern: directive (22 conversations, 40.74074074074074% of this task's usage)
Task: consult with clients to assess risks and to determine security requirements.
Collaboration pattern: learning (20 conversations, 37.03703703703704% of this task's usage)
Task: consult with clients, vendors, personnel in other departments or construction foremen to discuss and formulate estimates and resolve issues.
Collaboration pattern: directive (15 conversations, 36.58536585365854% of this task's usage)
Task: consult with clients, vendors, personnel in other departments or construction foremen to discuss and formulate estimates and resolve issues.
Collaboration pattern: task iteration (15 conversations, 36.58536585365854% of this task's usage)
Task: consult with customers about software system design and maintenance.
Collaboration pattern: directive (119 conversations, 21.099290780141843% of this task's usage)
Task: consult with customers about software system design and maintenance.
Collaboration pattern: learning (273 conversations, 48.40425531914894% of this task's usage)
Task: consult with customers about software system design and maintenance.
Collaboration pattern: task iteration (124 conversations, 21.98581560283688% of this task's usage)
Task: consult with customers about software system design and maintenance.
Collaboration pattern: validation (24 conversations, 4.25531914893617% of this task's usage)
Task: consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.
Collaboration pattern: directive (49 conversations, 22.171945701357465% of this task's usage)
Task: consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.
Collaboration pattern: learning (100 conversations, 45.24886877828055% of this task's usage)
Task: consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.
Collaboration pattern: task iteration (48 conversations, 21.71945701357466% of this task's usage)
Task: consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.
Collaboration pattern: validation (17 conversations, 7.6923076923076925% of this task's usage)
Task: consult with customers to determine objectives and requirements for events such as meetings, conferences, and conventions.
Collaboration pattern: task iteration (18 conversations, 51.42857142857142% of this task's usage)
Task: consult with multiple stakeholders to define requirements and implement online features.
Collaboration pattern: directive (417 conversations, 17.873981997428203% of this task's usage)
Task: consult with multiple stakeholders to define requirements and implement online features.
Collaboration pattern: feedback loop (85 conversations, 3.6433776253750536% of this task's usage)
Task: consult with multiple stakeholders to define requirements and implement online features.
Collaboration pattern: learning (1344 conversations, 57.60822974710673% of this task's usage)
Task: consult with multiple stakeholders to define requirements and implement online features.
Collaboration pattern: task iteration (306 conversations, 13.116159451350192% of this task's usage)
Task: consult with multiple stakeholders to define requirements and implement online features.
Collaboration pattern: validation (92 conversations, 3.9434204886412334% of this task's usage)
Task: consult with or provide consultation to other doctors, therapists, or clinicians regarding patient care.
Collaboration pattern: learning (58 conversations, 77.33333333333333% of this task's usage)
Task: consult with other health professionals to provide optimal patient care, referring patients to traditional health care professionals as necessary.
Collaboration pattern: directive (22 conversations, 33.84615384615385% of this task's usage)
Task: consult with other health professionals to provide optimal patient care, referring patients to traditional health care professionals as necessary.
Collaboration pattern: learning (29 conversations, 44.61538461538462% of this task's usage)
Task: consult with other professionals, agencies, or universities to discuss therapies, treatments, counseling resources or techniques, and to share occupational information.
Collaboration pattern: learning (22 conversations, 70.96774193548387% of this task's usage)
Task: consult with patients following radiation treatments to provide information and assess outcomes or to recommend further consultation or treatments as appropriate.
Collaboration pattern: learning (29 conversations, 74.35897435897436% of this task's usage)
Task: consult with researchers to analyze problems, recommend technology-based solutions, or determine computational strategies.
Collaboration pattern: directive (60 conversations, 22.55639097744361% of this task's usage)
Task: consult with researchers to analyze problems, recommend technology-based solutions, or determine computational strategies.
Collaboration pattern: learning (134 conversations, 50.37593984962406% of this task's usage)
Task: consult with researchers to analyze problems, recommend technology-based solutions, or determine computational strategies.
Collaboration pattern: task iteration (53 conversations, 19.924812030075188% of this task's usage)
Task: consult with users, administrators, and engineers to identify business and technical requirements for proposed system modifications or technology purchases.
Collaboration pattern: directive (17 conversations, 51.51515151515152% of this task's usage)
Task: consult with users, management, vendors, and technicians to assess computing needs and system requirements.
Collaboration pattern: directive (182 conversations, 24.07407407407408% of this task's usage)
Task: consult with users, management, vendors, and technicians to assess computing needs and system requirements.
Collaboration pattern: feedback loop (26 conversations, 3.439153439153439% of this task's usage)
Task: consult with users, management, vendors, and technicians to assess computing needs and system requirements.
Collaboration pattern: learning (335 conversations, 44.31216931216932% of this task's usage)
Task: consult with users, management, vendors, and technicians to assess computing needs and system requirements.
Collaboration pattern: task iteration (168 conversations, 22.22222222222222% of this task's usage)
Task: consult with users, management, vendors, and technicians to assess computing needs and system requirements.
Collaboration pattern: validation (35 conversations, 4.62962962962963% of this task's usage)
Task: consult with users, management, vendors, and technicians to determine computing needs and system requirements.
Collaboration pattern: directive (152 conversations, 26.29757785467128% of this task's usage)
Task: consult with users, management, vendors, and technicians to determine computing needs and system requirements.
Collaboration pattern: feedback loop (16 conversations, 2.768166089965398% of this task's usage)
Task: consult with users, management, vendors, and technicians to determine computing needs and system requirements.
Collaboration pattern: learning (237 conversations, 41.003460207612456% of this task's usage)
Task: consult with users, management, vendors, and technicians to determine computing needs and system requirements.
Collaboration pattern: task iteration (144 conversations, 24.91349480968858% of this task's usage)
Task: consult with users, management, vendors, and technicians to determine computing needs and system requirements.
Collaboration pattern: validation (16 conversations, 2.768166089965398% of this task's usage)
Task: consult with writers, producers, or actors about script changes or "workshop" scripts, through rehearsal with writers and actors to create final drafts.
Collaboration pattern: directive (28 conversations, 23.93162393162393% of this task's usage)
Task: consult with writers, producers, or actors about script changes or "workshop" scripts, through rehearsal with writers and actors to create final drafts.
Collaboration pattern: task iteration (65 conversations, 55.55555555555556% of this task's usage)
Task: contact equipment manufacturers for technical assistance, as needed.
Collaboration pattern: directive (18 conversations, 15.254237288135592% of this task's usage)
Task: contact equipment manufacturers for technical assistance, as needed.
Collaboration pattern: feedback loop (36 conversations, 30.508474576271187% of this task's usage)
Task: contact equipment manufacturers for technical assistance, as needed.
Collaboration pattern: learning (48 conversations, 40.67796610169492% of this task's usage)
Task: contact job applicants to inform them of the status of their applications.
Collaboration pattern: directive (32 conversations, 54.23728813559322% of this task's usage)
Task: contact job applicants to inform them of the status of their applications.
Collaboration pattern: task iteration (25 conversations, 42.3728813559322% of this task's usage)
Task: contact new or existing customers to discuss how specific products or services can meet their needs.
Collaboration pattern: directive (35 conversations, 46.05263157894737% of this task's usage)
Task: contact new or existing customers to discuss how specific products or services can meet their needs.
Collaboration pattern: task iteration (31 conversations, 40.78947368421053% of this task's usage)
Task: contact prospective customers to determine customer needs, present information, or explain available services.
Collaboration pattern: directive (63 conversations, 40.12738853503185% of this task's usage)
Task: contact prospective customers to determine customer needs, present information, or explain available services.
Collaboration pattern: task iteration (79 conversations, 50.318471337579616% of this task's usage)
Task: contact prospective customers to present information and explain available services.
Collaboration pattern: directive (19 conversations, 34.54545454545455% of this task's usage)
Task: contact prospective customers to present information and explain available services.
Collaboration pattern: task iteration (31 conversations, 56.36363636363636% of this task's usage)
Task: contribute to the compilation, organization, and production of protocols, clinical study reports, regulatory submissions, or other controlled documentation.
Collaboration pattern: directive (76 conversations, 52.77777777777778% of this task's usage)
Task: contribute to the compilation, organization, and production of protocols, clinical study reports, regulatory submissions, or other controlled documentation.
Collaboration pattern: task iteration (50 conversations, 34.72222222222222% of this task's usage)
Task: contribute written material or data for grant or patent applications.
Collaboration pattern: task iteration (15 conversations, 62.5% of this task's usage)
Task: converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.
Collaboration pattern: directive (36 conversations, 42.35294117647059% of this task's usage)
Task: converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.
Collaboration pattern: task iteration (38 conversations, 44.70588235294118% of this task's usage)
Task: convert various types of files for printing or for the internet, using computer software.
Collaboration pattern: directive (250 conversations, 89.6057347670251% of this task's usage)
Task: convert various types of files for printing or for the internet, using computer software.
Collaboration pattern: task iteration (18 conversations, 6.451612903225806% of this task's usage)
Task: cook food or prepare food items, such as sandwiches, salads, and ice cream dishes, using standard formulas or following directions.
Collaboration pattern: directive (34 conversations, 59.64912280701754% of this task's usage)
Task: coordinate and supervise extracurricular activities, such as clubs, student organizations, and academic contests.
Collaboration pattern: task iteration (17 conversations, 54.83870967741935% of this task's usage)
Task: coordinate due diligence processes and the negotiation or execution of purchase or sale agreements.
Collaboration pattern: directive (39 conversations, 57.35294117647059% of this task's usage)
Task: coordinate due diligence processes and the negotiation or execution of purchase or sale agreements.
Collaboration pattern: task iteration (18 conversations, 26.47058823529412% of this task's usage)
Task: coordinate implementation of computer system plan with establishment personnel and outside vendors.
Collaboration pattern: directive (146 conversations, 46.05678233438486% of this task's usage)
Task: coordinate implementation of computer system plan with establishment personnel and outside vendors.
Collaboration pattern: feedback loop (31 conversations, 9.779179810725552% of this task's usage)
Task: coordinate implementation of computer system plan with establishment personnel and outside vendors.
Collaboration pattern: learning (46 conversations, 14.511041009463725% of this task's usage)
Task: coordinate implementation of computer system plan with establishment personnel and outside vendors.
Collaboration pattern: task iteration (78 conversations, 24.60567823343849% of this task's usage)
Task: coordinate services for events, such as accommodation and transportation for participants, facilities, catering, signage, displays, special needs requirements, printing and event security.
Collaboration pattern: directive (38 conversations, 36.19047619047619% of this task's usage)
Task: coordinate services for events, such as accommodation and transportation for participants, facilities, catering, signage, displays, special needs requirements, printing and event security.
Collaboration pattern: task iteration (62 conversations, 59.04761904761905% of this task's usage)
Task: coordinate with developers to optimize web site architecture, server configuration, or page construction for search engine consumption and optimal visibility.
Collaboration pattern: directive (64 conversations, 47.40740740740741% of this task's usage)
Task: coordinate with developers to optimize web site architecture, server configuration, or page construction for search engine consumption and optimal visibility.
Collaboration pattern: learning (26 conversations, 19.25925925925926% of this task's usage)
Task: coordinate with developers to optimize web site architecture, server configuration, or page construction for search engine consumption and optimal visibility.
Collaboration pattern: task iteration (30 conversations, 22.22222222222222% of this task's usage)
Task: correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.
Collaboration pattern: directive (6809 conversations, 33.125760155679885% of this task's usage)
Task: correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.
Collaboration pattern: feedback loop (6958 conversations, 33.85064461201654% of this task's usage)
Task: correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.
Collaboration pattern: learning (1148 conversations, 5.585015811238141% of this task's usage)
Task: correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.
Collaboration pattern: task iteration (3978 conversations, 19.352955485283385% of this task's usage)
Task: correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.
Collaboration pattern: validation (1252 conversations, 6.090975431768427% of this task's usage)
Task: counsel and encourage patients to develop leisure activities.
Collaboration pattern: directive (15 conversations, 55.55555555555556% of this task's usage)
Task: counsel and provide guidance to students regarding personal, academic, vocational, or behavioral issues.
Collaboration pattern: directive (64 conversations, 27.467811158798284% of this task's usage)
Task: counsel and provide guidance to students regarding personal, academic, vocational, or behavioral issues.
Collaboration pattern: learning (62 conversations, 26.60944206008584% of this task's usage)
Task: counsel and provide guidance to students regarding personal, academic, vocational, or behavioral issues.
Collaboration pattern: task iteration (66 conversations, 28.32618025751073% of this task's usage)
Task: counsel and provide guidance to students regarding personal, academic, vocational, or behavioral issues.
Collaboration pattern: validation (24 conversations, 10.300429184549357% of this task's usage)
Task: counsel clients and patients in individual and group sessions to help them overcome dependencies, recover from illness, and adjust to life.
Collaboration pattern: directive (23 conversations, 14.02439024390244% of this task's usage)
Task: counsel clients and patients in individual and group sessions to help them overcome dependencies, recover from illness, and adjust to life.
Collaboration pattern: learning (112 conversations, 68.29268292682927% of this task's usage)
Task: counsel clients on concerns, such as unsatisfactory relationships, divorce and separation, child rearing, home management, and financial difficulties.
Collaboration pattern: learning (16 conversations, 69.56521739130434% of this task's usage)
Task: counsel clients on personal and family financial problems, such as excessive spending or borrowing of funds.
Collaboration pattern: directive (119 conversations, 25.982532751091703% of this task's usage)
Task: counsel clients on personal and family financial problems, such as excessive spending or borrowing of funds.
Collaboration pattern: feedback loop (25 conversations, 5.458515283842795% of this task's usage)
Task: counsel clients on personal and family financial problems, such as excessive spending or borrowing of funds.
Collaboration pattern: learning (181 conversations, 39.51965065502184% of this task's usage)
Task: counsel clients on personal and family financial problems, such as excessive spending or borrowing of funds.
Collaboration pattern: task iteration (53 conversations, 11.572052401746726% of this task's usage)
Task: counsel clients on personal and family financial problems, such as excessive spending or borrowing of funds.
Collaboration pattern: validation (50 conversations, 10.91703056768559% of this task's usage)
Task: counsel clients or patients, individually or in group sessions, to assist in overcoming dependencies, adjusting to life, or making changes.
Collaboration pattern: directive (19 conversations, 11.046511627906977% of this task's usage)
Task: counsel clients or patients, individually or in group sessions, to assist in overcoming dependencies, adjusting to life, or making changes.
Collaboration pattern: learning (125 conversations, 72.67441860465115% of this task's usage)
Task: counsel employees in work-related activities, personal growth, or career development.
Collaboration pattern: learning (20 conversations, 28.169014084507044% of this task's usage)
Task: counsel employees in work-related activities, personal growth, or career development.
Collaboration pattern: task iteration (32 conversations, 45.07042253521127% of this task's usage)
Task: counsel individuals and groups on basic rules of good nutrition, healthy eating habits, and nutrition monitoring to improve their quality of life.
Collaboration pattern: directive (317 conversations, 23.00435413642961% of this task's usage)
Task: counsel individuals and groups on basic rules of good nutrition, healthy eating habits, and nutrition monitoring to improve their quality of life.
Collaboration pattern: feedback loop (31 conversations, 2.2496371552975325% of this task's usage)
Task: counsel individuals and groups on basic rules of good nutrition, healthy eating habits, and nutrition monitoring to improve their quality of life.
Collaboration pattern: learning (882 conversations, 64.00580551523947% of this task's usage)