task_name
stringlengths
21
305
feedback_loop
float64
0
0.67
directive
float64
0
1
task_iteration
float64
0
0.85
validation
float64
0
0.71
learning
float64
0
0.95
filtered
float64
0
1
consult with and assist computer operators or system analysts to define and resolve problems in running computer programs.
0.108157
0.06284
0.033837
0.053172
0.69426
0.047734
consult with and refer patients to ophthalmologist or other health care practitioner if additional medical treatment is determined necessary.
0
0
0
0
0.794872
0.205128
consult with clients to assess risks and to determine security requirements.
0
0.277778
0.157407
0
0.444444
0.12037
consult with clients, vendors, personnel in other departments or construction foremen to discuss and formulate estimates and resolve issues.
0
0
0.318841
0
0.347826
0.333333
consult with customers about software system design and maintenance.
0.056653
0.162055
0.243742
0.025033
0.454545
0.057971
consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.
0.079545
0.165909
0.231818
0.034091
0.434091
0.054545
consult with customers to determine objectives and requirements for events such as meetings, conferences, and conventions.
0
0
0.4
0
0.425
0.175
consult with engineering staff to evaluate interface between hardware and software, develop specifications and performance requirements, or resolve customer problems.
0.126437
0.097701
0.178161
0
0.517241
0.08046
consult with families or friends of the deceased to arrange funeral details, such as obituary notice wording, casket selection, or plans for services.
0
0
0
0
0
1
consult with managerial, engineering, and technical personnel to clarify program intent, identify problems, and suggest changes.
0
0
0
0
0.517241
0.482759
consult with multiple stakeholders to define requirements and implement online features.
0.070988
0.224794
0.240741
0.01749
0.388374
0.057613
consult with or provide consultation to other doctors, therapists, or clinicians regarding patient care.
0
0
0
0
0.833333
0.166667
consult with other health professionals to provide optimal patient care, referring patients to traditional health care professionals as necessary.
0
0.116883
0.147186
0
0.692641
0.04329
consult with other professionals, agencies, or universities to discuss therapies, treatments, counseling resources or techniques, and to share occupational information.
0
0
0
0
0.651163
0.348837
consult with patients following radiation treatments to provide information and assess outcomes or to recommend further consultation or treatments as appropriate.
0
0
0
0
0.842105
0.157895
consult with researchers to analyze problems, recommend technology-based solutions, or determine computational strategies.
0
0.16763
0.219653
0
0.537572
0.075145
consult with users, management, vendors, and technicians to assess computing needs and system requirements.
0.061508
0.138889
0.200397
0
0.509921
0.089286
consult with users, management, vendors, and technicians to determine computing needs and system requirements.
0.071329
0.13007
0.198601
0
0.500699
0.099301
consult with writers, producers, or actors about script changes or "workshop" scripts, through rehearsal with writers and actors to create final drafts.
0
0.3
0.52
0
0
0.18
contact borrowers with delinquent accounts to obtain payment in full or to negotiate repayment plans.
0
0
0
0
0
1
contact customers to persuade them to purchase merchandise or services.
0
0
0
0
0
1
contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.
0
0
0
0
0
1
contact job applicants to inform them of the status of their applications.
0
0.508571
0.36
0
0
0.131429
contact new or existing customers to discuss how specific products or services can meet their needs.
0
0.435714
0.435714
0
0
0.128571
contact prospective customers to determine customer needs, present information, or explain available services.
0
0.371901
0.495868
0
0
0.132231
contact prospective customers to present information and explain available services.
0
0.439024
0.463415
0
0
0.097561
contribute to the compilation, organization, and production of protocols, clinical study reports, regulatory submissions, or other controlled documentation.
0
0.358696
0.48913
0
0
0.152174
contribute written material or data for grant or patent applications.
0
0.418269
0.548077
0
0
0.033654
control, monitor, or operate equipment that regulates or distributes electricity or steam, using data obtained from instruments or computers.
0
0
0
0
0
1
converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.
0
0.354167
0
0
0.3125
0.333333
convert various types of files for printing or for the internet, using computer software.
0
0.797101
0.166667
0
0
0.036232
convert video and audio recordings into digital formats for editing or archiving.
0
0
0
0
0
1
cook food or prepare food items, such as sandwiches, salads, and ice cream dishes, using standard formulas or following directions.
0
0
0
0
0
1
coordinate and direct extracurricular activities and programs such as after-school events and athletic contests.
0
0.566667
0
0
0
0.433333
coordinate and link the computer systems within an organization to increase compatibility and so information can be shared.
0
0
0
0
0
1
coordinate and supervise extracurricular activities, such as clubs, student organizations, and academic contests.
0
0.47541
0.42623
0
0
0.098361
coordinate appointments to show homes to prospective buyers.
0
0
0
0
0
1
coordinate communication between patients, family members, medical staff, administrative staff, or regulatory agencies.
0
0.365079
0.555556
0
0
0.079365
coordinate conferences, meetings, or special events, such as luncheons or graduation ceremonies.
0
0
0
0
0
1
coordinate due diligence processes and the negotiation or execution of purchase or sale agreements.
0
0.376471
0.388235
0
0
0.235294
coordinate exhibit installations, assisting with design, constructing displays, dioramas, display cases, and models, and ensuring the availability of necessary materials.
0
0
0.516129
0
0
0.483871
coordinate implementation of computer system plan with establishment personnel and outside vendors.
0
0.342593
0.273148
0
0.287037
0.097222
coordinate or conduct instructional classes or in-services, such as citizen police academy classes and crime scene training for other officers.
0
0
0
0
0
1
coordinate or perform activities associated with shipping, receiving, distribution, or transportation.
0
0
0
0
0
1
coordinate planning, budgeting, or purchasing for all the food operations within establishments such as clubs, hotels, or restaurant chains.
0
0
0
0
0
1
coordinate property closings, overseeing signing of documents and disbursement of funds.
0
0
0
0
0
1
coordinate sales or other promotional strategies with merchandising, operations, or inventory control staff to ensure product catalogs are current, accurate, and organized for best findability against user intent.
0
0.55
0.275
0
0
0.175
coordinate with and consult other workers to design, lay out, or detail components and systems and to resolve design or other problems.
0
0
0
0
0
1
coordinate with developers to optimize web site architecture, server configuration, or page construction for search engine consumption and optimal visibility.
0.139535
0.25
0.174419
0
0.418605
0.017442
coordinate with engineers, planners, field personnel, or other utility workers to provide information such as clearances, switching orders, or distribution process changes.
0
0.309859
0.450704
0
0
0.239437
correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.
0.391859
0.196871
0.176581
0.096218
0.131024
0.007446
correspond with online customers via electronic mail, telephone, or other electronic messaging to address questions or complaints about products, policies, or shipping methods.
0
0
0
0
0
1
counsel and encourage patients to develop leisure activities.
0
0
0
0
0
1
counsel and provide guidance to students regarding personal, academic, vocational, or behavioral issues.
0
0
0
0
0
1
counsel clients and patients in individual and group sessions to help them overcome dependencies, recover from illness, and adjust to life.
0
0
0
0
0.773438
0.226563
counsel clients on personal and family financial problems, such as excessive spending or borrowing of funds.
0.061538
0.107692
0.163077
0.058462
0.538462
0.070769
counsel clients or patients, individually or in group sessions, to assist in overcoming dependencies, adjusting to life, or making changes.
0
0
0
0
0.818898
0.181102
counsel employees about work-related issues and assist employees to correct job-skill deficiencies.
0
0
0
0
0
1
counsel individuals and groups on basic rules of good nutrition, healthy eating habits, and nutrition monitoring to improve their quality of life.
0.037221
0.10794
0.081266
0.013648
0.747519
0.012407
counsel individuals and groups regarding problems, such as stress, substance abuse, and family situations, to modify behavior or to improve personal, social, and vocational adjustment.
0
0
0
0
0.86747
0.13253
counsel individuals or groups concerning their spiritual, emotional, or personal needs.
0
0.176211
0.14978
0
0.519824
0.154185
counsel individuals regarding interpersonal, health, financial, or religious problems.
0
0.101639
0.085246
0
0.698361
0.114754
counsel individuals to help them understand and overcome personal, social, or behavioral problems affecting their educational or vocational situations.
0
0.139098
0.221805
0.093985
0.466165
0.078947
counsel individuals, groups, families, or communities regarding issues including mental health, poverty, unemployment, substance abuse, physical abuse, rehabilitation, social adjustment, child care, or medical care.
0
0
0
0
0
1
counsel patients about drug regimens and possible side effects or interactions with other substances such as food supplements, over-the-counter (otc) medications, or herbal remedies.
0
0.08
0
0
0.786667
0.133333
counsel patients about nutrition, exercise, sleeping habits, stress management, or other matters.
0
0.126761
0.183099
0
0.577465
0.112676
counsel students regarding educational issues, such as course and program selection, class scheduling and registration, school adjustment, truancy, study habits, and career planning.
0
0.310345
0
0
0.327586
0.362069
counsel workers about job and career-related issues.
0.061433
0.143345
0.274744
0.069966
0.412969
0.037543
count and record number of tickets collected.
0
0
0
0
0
1
create a grid of each site and draw and update maps of unit profiles, stratum surfaces, features, and findings.
0
0
0
0
0
1
create and enforce database development standards.
0.211268
0
0
0
0.380282
0.408451
create and explore new cuisines.
0
0
0
0
0
1
create and maintain accessible, retrievable computer archives and databases, incorporating current advances in electronic information storage technology.
0.225989
0.242938
0.220339
0
0.259887
0.050847
create and manage documentation, production schedules, prototyping goals, and communication plans in collaboration with production staff.
0
0.33871
0.532258
0
0
0.129032
create and prepare sketches and model drawings of cartoon characters, providing details from memory, live models, manufactured products, or reference materials.
0
0.460674
0.404494
0
0
0.134831
create artifact typologies to organize and make sense of past material cultures.
0
0
0.538462
0
0
0.461538
create basic designs, drawings, and illustrations for product labels, cartons, direct mail, or television.
0
0.391304
0.565217
0
0
0.043478
create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.
0.065811
0.388443
0.375602
0
0.130016
0.040128
create client presentations of plan details.
0
0.383333
0.566667
0
0
0.05
create computer applications for manufacturing processes or operations, using computer-aided design (cad) or computer-assisted manufacturing (cam) tools.
0
0.638889
0.277778
0
0
0.083333
create content strategies for digital media.
0
0.30622
0.593301
0
0
0.100478
create custom illustrations or other graphic elements.
0.027419
0.438172
0.48172
0
0.03172
0.020968
create data management or error-checking procedures and user manuals.
0.122984
0.387097
0.346774
0
0.106855
0.03629
create data records for use in describing and analyzing social patterns and processes, using photography, videography, and audio recordings.
0.090909
0.548485
0.29697
0
0
0.063636
create debt management plans, spending plans, or budgets to assist clients to meet financial goals.
0.111969
0.254826
0.285714
0
0.320463
0.027027
create designs, concepts, and sample layouts, based on knowledge of layout principles and esthetic design concepts.
0
0.53125
0
0
0
0.46875
create developmentally appropriate lesson plans.
0
0.607843
0.326797
0
0
0.065359
create drink recipes.
0
0.311828
0.462366
0
0
0.225806
create embedded software design programs.
0
0
0
0
0
1
create finished art work as decoration, or to elucidate or substitute for spoken or written messages.
0.013307
0.545988
0.36908
0.007045
0.027397
0.037182
create freehand drawings and lettering to accompany drawings.
0
0.59322
0.372881
0
0
0.033898
create functional or decorative objects by hand, using a variety of methods and materials.
0.018381
0.518911
0.378579
0.005302
0.032167
0.04666
create graphics, illustrations, and three-dimensional models to be used in research or in teaching, such as in demonstrating anatomy, pathology, or surgical procedures.
0
0.48
0.4
0
0
0.12
create jewelry from materials such as gold, silver, platinum, and precious or semiprecious stones.
0
0
0.45
0
0
0.55
create marketing or outreach media, such as brochures or web sites, to communicate sustainability issues, procedures, or objectives.
0
0.354839
0.612903
0
0
0.032258
create models to demonstrate or predict the process by which pollutants move through or impact an environment.
0
0
0
0
0
1
create musical instrument digital interface programs for music projects, commercials, or film postproduction.
0
0.666667
0
0
0
0.333333
create new jewelry designs and modify existing designs, using computers as necessary.
0
0.413043
0.521739
0
0
0.065217
create novel computational approaches and analytical tools as required by research goals.
0
0
0
0
0
1
create or administer training and awareness presentations or materials.
0
0.391304
0.565217
0
0
0.043478