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
|
|---|---|---|---|---|---|---|
analyze test results and develop a treatment plan. | 0 | 0.346154 | 0 | 0 | 0.551282 | 0.102564 |
analyze test results, machine error messages, or information obtained from operators to diagnose equipment problems. | 0 | 0 | 0 | 0 | 0.447368 | 0.552632 |
analyze the effectiveness of marketing tactics or channels. | 0.04798 | 0.315657 | 0.300505 | 0.060606 | 0.244949 | 0.030303 |
analyze the financial details of past, present, and expected operations to identify development opportunities and areas where improvement is needed. | 0 | 0.215569 | 0.401198 | 0.107784 | 0.209581 | 0.065868 |
analyze the financial impact of proposed logistics changes, such as routing, shipping modes, product volumes or mixes, or carriers. | 0 | 0 | 0 | 0 | 0 | 1 |
analyze the indications, contraindications, risk complications, and cost-benefit tradeoffs of therapeutic interventions. | 0 | 0.225225 | 0 | 0 | 0.603604 | 0.171171 |
analyze the layout, instrumentation, or function of electrical generation or transmission facilities. | 0.104089 | 0.223048 | 0.219331 | 0 | 0.405204 | 0.048327 |
analyze the probable outcomes of cases, using knowledge of legal precedents. | 0 | 0.270073 | 0.226277 | 0 | 0.343066 | 0.160584 |
analyze training needs to design employee development, language training and health and safety programs. | 0 | 0 | 0.540541 | 0 | 0 | 0.459459 |
analyze training needs to develop new training programs or modify and improve existing programs. | 0 | 0.253521 | 0.408451 | 0 | 0.295775 | 0.042254 |
analyze trends in sales prices, construction costs, and rents, to assess property values or determine the accuracy of assessments. | 0 | 0 | 0.258621 | 0 | 0.344828 | 0.396552 |
analyze user needs and recommend appropriate hardware. | 0 | 0 | 0 | 0 | 0 | 1 |
analyze user needs and software requirements to determine feasibility of design within time and cost constraints. | 0.05798 | 0.181874 | 0.130302 | 0.051877 | 0.494965 | 0.083003 |
analyze user needs to determine technical requirements. | 0 | 0 | 0 | 0 | 0 | 1 |
analyze x-rays to locate the sources of patients' difficulties and to rule out fractures or diseases as sources of problems. | 0 | 0 | 0 | 0 | 0 | 1 |
analyze, estimate, or report production costs. | 0 | 0 | 0 | 0 | 0 | 1 |
analyze, fabricate, or test fiber-optic links. | 0 | 0 | 0 | 0 | 0 | 1 |
analyze, interpret, or create graphical representations of energy data, using engineering software. | 0.143405 | 0.253067 | 0.270706 | 0.038344 | 0.269939 | 0.02454 |
analyze, interpret, or disseminate system performance data. | 0.150155 | 0.147059 | 0.117647 | 0.026316 | 0.527864 | 0.03096 |
announce musical selections, station breaks, commercials, or public service information, and accept requests from listening audience. | 0 | 0 | 0 | 0 | 0 | 1 |
answer applicants' questions about benefits and claim procedures. | 0 | 0 | 0 | 0 | 0.734177 | 0.265823 |
answer clients' questions about the purposes and details of financial plans and strategies. | 0.039716 | 0.147518 | 0.114894 | 0.029787 | 0.634043 | 0.034043 |
answer clients' questions regarding construction work, financing, maintenance, repairs, and appraisals. | 0 | 0.229358 | 0.155963 | 0 | 0.486239 | 0.12844 |
answer customer inquiries or explain cost, availability, policies, and procedures of facilities. | 0 | 0.217105 | 0 | 0 | 0.572368 | 0.210526 |
answer customer questions related to energy sales procedures, energy markets, or alternative energy sources. | 0 | 0 | 0 | 0 | 0 | 1 |
answer customers' questions about merchandise and advise customers on merchandise selection. | 0 | 0 | 0 | 0 | 0.454545 | 0.545455 |
answer customers' questions about products, prices, availability, or credit terms. | 0 | 0.219239 | 0.069351 | 0 | 0.606264 | 0.105145 |
answer customers' questions about products, prices, availability, product uses, and credit terms. | 0.047884 | 0.202673 | 0.075724 | 0.016704 | 0.612472 | 0.044543 |
answer customers' questions, and explain available services such as deposit accounts, bonds, and securities. | 0 | 0 | 0 | 0 | 0 | 1 |
answer customers' questions, and provide information on procedures or policies. | 0.02338 | 0.156981 | 0.051436 | 0.034068 | 0.570474 | 0.163661 |
answer inquiries from current or prospective customers regarding methods, materials, or price ranges. | 0 | 0.193548 | 0.041056 | 0 | 0.447214 | 0.318182 |
answer inquiries from the general public regarding judicial procedures, court appearances, trial dates, adjournments, outstanding warrants, summonses, subpoenas, witness fees, or payment of fines. | 0 | 0 | 0 | 0 | 0.666667 | 0.333333 |
answer inquiries from the public concerning animal control operations. | 0 | 0 | 0 | 0 | 0 | 1 |
answer inquiries pertaining to hotel policies and services, and resolve occupants' complaints. | 0 | 0 | 0 | 0 | 0 | 1 |
answer inquiries pertaining to hotel services, guest registration, and travel directions, or make recommendations regarding shopping, dining, or entertainment. | 0 | 0.287671 | 0.328767 | 0 | 0.315068 | 0.068493 |
answer inquiries regarding information such as schedules, accommodations, procedures, and policies. | 0 | 0.225166 | 0.033113 | 0 | 0.547461 | 0.19426 |
answer passengers' questions about flights, aircraft, weather, travel routes and services, arrival times, or schedules. | 0 | 0 | 0 | 0 | 0.571429 | 0.428571 |
answer questions about product features and benefits. | 0 | 0.147826 | 0 | 0 | 0.582609 | 0.269565 |
answer questions about records or files. | 0 | 0.176796 | 0.03453 | 0.038674 | 0.592541 | 0.157459 |
answer questions and provide future tax planning to clients. | 0 | 0 | 0 | 0 | 0.791667 | 0.208333 |
answer questions from passengers concerning train rules, stations, and timetable information. | 0 | 0 | 0 | 0 | 0.675 | 0.325 |
answer questions from taxpayers and assist them in completing tax forms. | 0 | 0 | 0 | 0 | 0.689655 | 0.310345 |
answer questions from the public and media. | 0 | 0 | 0 | 0 | 0.537037 | 0.462963 |
answer questions or provide advice to the public regarding licensing policies, procedures, or regulations. | 0 | 0.183486 | 0 | 0 | 0.743119 | 0.073394 |
answer questions regarding examinations, eligibility, salaries, benefits, and other pertinent information. | 0 | 0 | 0.188235 | 0 | 0.635294 | 0.176471 |
answer questions regarding mail regulations and procedures, postage rates, and post office boxes. | 0 | 0 | 0 | 0 | 0 | 1 |
answer questions regarding the store and its merchandise. | 0 | 0.129555 | 0.044534 | 0.036437 | 0.637652 | 0.151822 |
answer telephone calls to take messages, answer questions, and provide information during non-business hours or when switchboard is closed. | 0 | 0.714286 | 0 | 0 | 0 | 0.285714 |
answer telephones and direct calls to appropriate staff. | 0 | 0 | 0 | 0 | 0 | 1 |
answer telephones and give information to callers, take messages, or transfer calls to appropriate individuals. | 0 | 0.150794 | 0 | 0 | 0.15873 | 0.690476 |
answer telephones, and route calls or deliver messages. | 0 | 0 | 0 | 0 | 0 | 1 |
answer telephones, direct calls, and take messages. | 0 | 0.079051 | 0 | 0 | 0.079051 | 0.841897 |
answer telephones, responding to questions or requests. | 0 | 0.406593 | 0 | 0 | 0 | 0.593407 |
answer user inquiries regarding computer software or hardware operation to resolve problems. | 0 | 0.2 | 0 | 0 | 0.503448 | 0.296552 |
apply analytic methods or tools to understand, predict, or control logistics operations or processes. | 0 | 0 | 0 | 0 | 0 | 1 |
apply caulk, sealants, or other agents to installed surfaces. | 0 | 0 | 0 | 0 | 0 | 1 |
apply elements of music theory to create musical and tonal structures, including harmonies and melodies. | 0 | 0 | 0 | 0 | 0.55102 | 0.44898 |
apply finger and hand pressure to specific points of the body. | 0 | 0 | 0 | 0 | 0.422222 | 0.577778 |
apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation. | 0.148077 | 0.309615 | 0.182692 | 0.05 | 0.292308 | 0.017308 |
apply meteorological knowledge to issues such as global warming, pollution control, or ozone depletion. | 0 | 0 | 0 | 0 | 0.625 | 0.375 |
apply modeling or quantitative analysis to forecast events, such as human decisions or behaviors, the structure or processes of organizations, or the attitudes or actions of human groups. | 0 | 0 | 0 | 0 | 0 | 1 |
apply nanotechnology to improve the performance or reduce the environmental impact of energy products, such as fuel cells or solar cells. | 0 | 0.289157 | 0.39759 | 0 | 0.180723 | 0.13253 |
apply relevant laws, regulations, policies, or precedents to reach conclusions. | 0 | 0.277778 | 0.222222 | 0 | 0.444444 | 0.055556 |
apply research or simulation results to extend biological theory or recommend new research projects. | 0 | 0 | 0 | 0 | 0 | 1 |
apply selected research findings to practice. | 0 | 0 | 0 | 0 | 0.677419 | 0.322581 |
apply standardized mathematical formulas, principles, and methodology to the solution of technological problems involving engineering or physical science. | 0 | 0 | 0 | 0 | 0 | 1 |
apply story development, directing, cinematography, and editing to animation to create storyboards that show the flow of the animation and map out key scenes and characters. | 0 | 0.492063 | 0.412698 | 0 | 0 | 0.095238 |
apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses. | 0 | 0 | 0 | 0 | 0.484848 | 0.515152 |
appraise property values, assessing income potential when relevant. | 0 | 0.347826 | 0.206522 | 0 | 0.26087 | 0.184783 |
approve, prepare, monitor, and adjust operational budgets. | 0 | 0 | 0 | 0 | 0 | 1 |
arrange and mount typeset material and illustrations into paste-ups for printing reproduction, based on artists' or editors' layouts. | 0 | 0.545455 | 0.418182 | 0 | 0 | 0.036364 |
arrange conference, meeting, or travel reservations for office personnel. | 0 | 0 | 0 | 0 | 0 | 1 |
arrange financing of deals from sources such as financial institutions, agencies, or public or private companies. | 0 | 0 | 0 | 0 | 0 | 1 |
arrange for advertising or posting of job vacancies and notify eligible workers of position availability. | 0 | 0.419355 | 0.537634 | 0 | 0 | 0.043011 |
arrange for financing of property purchases. | 0 | 0 | 0.611111 | 0 | 0 | 0.388889 |
arrange for special transport of sensitive cargoes, such as livestock, food, or medical supplies. | 0 | 0 | 0 | 0 | 0 | 1 |
arrange tours, taxis, or restaurant reservations for customers. | 0 | 0 | 0 | 0 | 0 | 1 |
ask questions in accordance with instructions to obtain various specified information, such as person's name, address, age, religious preference, or state of residency. | 0 | 0.312834 | 0.042781 | 0 | 0.379679 | 0.264706 |
ask questions that will help clients identify their feelings and behaviors. | 0 | 0 | 0 | 0 | 0.74375 | 0.25625 |
assemble and compile documents for loan closings, such as title abstracts, insurance forms, loan forms, and tax receipts. | 0 | 0.373984 | 0.422764 | 0 | 0 | 0.203252 |
assemble, maintain, or distribute information for library or record systems. | 0 | 0.571429 | 0 | 0 | 0.242857 | 0.185714 |
assemble, operate, or maintain field or laboratory testing, measuring, or mechanical equipment. | 0 | 0 | 0 | 0 | 0.454545 | 0.545455 |
assemble, test, or maintain circuitry or electronic components, according to engineering instructions, technical manuals, or knowledge of electronics, using hand or power tools. | 0 | 0 | 0 | 0 | 0 | 1 |
assemble, typeset, scan and produce digital camera-ready art or film negatives and printer's proofs. | 0 | 0.773438 | 0.21875 | 0 | 0 | 0.007813 |
assess cardiac physiology and calculate valve areas from blood flow velocity measurements. | 0 | 0 | 0 | 0 | 0.727273 | 0.272727 |
assess clients' overall financial situation by reviewing income, assets, debts, expenses, credit reports, or other financial information. | 0 | 0 | 0 | 0 | 0.5 | 0.5 |
assess cost effectiveness of products, projects or services, tracking actual costs relative to bids as the project develops. | 0 | 0.454545 | 0.272727 | 0 | 0 | 0.272727 |
assess current or future customer needs and priorities through communicating directly with customers, conducting surveys, or other methods. | 0 | 0 | 0 | 0 | 0 | 1 |
assess effectiveness and efficiency of instruction according to ease of instructional technology use and student learning, knowledge transfer, and satisfaction. | 0 | 0 | 0 | 0 | 0 | 1 |
assess electrical components for consumer electronics applications, such as fuel cells for consumer electronic devices, power saving devices for computers or televisions, or energy efficient power chargers. | 0 | 0 | 0 | 0 | 0 | 1 |
assess nutritional needs of patients, plan special menus, supervise the assembly of regular and special diet trays, and oversee the delivery of food trolleys to hospital patients. | 0 | 0 | 0 | 0 | 0 | 1 |
assess nutritional needs, diet restrictions and current health plans to develop and implement dietary-care plans and provide nutritional counseling. | 0.159836 | 0.163934 | 0.282787 | 0 | 0.319672 | 0.07377 |
assess patients for risk of suicide attempts. | 0 | 0.586667 | 0 | 0 | 0 | 0.413333 |
assess project feasibility by analyzing technology, resource needs, and market demand. | 0 | 0 | 0 | 0 | 0 | 1 |
assess risks to mitigate potential consequences of incidents and develop a plan to respond to incidents. | 0 | 0.304348 | 0.304348 | 0 | 0.297101 | 0.094203 |
assess students' dancing abilities to determine where improvement or change is needed. | 0 | 0 | 0 | 0 | 0 | 1 |
assess the costs and benefits of various activities, policies, or regulations that affect the environment or natural resource stocks. | 0 | 0 | 0 | 0 | 0 | 1 |
assess the identity, strength, or purity of medications. | 0 | 0.112219 | 0.05985 | 0 | 0.773067 | 0.054863 |
assess the nature and level of threats so that the scope of the problem can be determined. | 0 | 0.294872 | 0 | 0 | 0.333333 | 0.371795 |
assess the usefulness of pre-developed application packages and adapt them to a user environment. | 0.085011 | 0.177852 | 0.091723 | 0.017897 | 0.590604 | 0.036913 |
Subsets and Splits