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
|
---|---|---|---|---|---|---|
schedule and facilitate meetings related to information technology projects. | 0 | 0 | 0 | 0 | 0 | 1 |
schedule appointments and maintain and update appointment calendars. | 0 | 0.57971 | 0.231884 | 0 | 0 | 0.188406 |
schedule events and organize details, including refreshment, entertainment, decorations, and the collection of any fees. | 0 | 0.287671 | 0.520548 | 0 | 0 | 0.191781 |
schedule space or equipment for special programs and prepare lists of participants. | 0 | 0 | 0 | 0 | 0 | 1 |
script, plan, and create animated narrative sequences under tight deadlines, using computer software and hand drawing techniques. | 0 | 0.444444 | 0.47619 | 0 | 0 | 0.079365 |
search electronic sources, such as databases or repositories, or manual sources for information. | 0.032946 | 0.215116 | 0.09593 | 0.018411 | 0.601744 | 0.035853 |
search for specific sets of stored, typed characters to make changes. | 0.085308 | 0.459716 | 0.194313 | 0 | 0.199052 | 0.061611 |
search scientific literature to select and modify methods and procedures most appropriate for genetic research goals. | 0 | 0.402985 | 0.268657 | 0 | 0.253731 | 0.074627 |
search standard reference materials, including online sources and the internet, to answer patrons' reference questions. | 0.018742 | 0.134538 | 0.042169 | 0.014056 | 0.751004 | 0.039491 |
seek and provide information to help companies determine their position in the marketplace. | 0 | 0.332139 | 0.261649 | 0.019116 | 0.345281 | 0.041816 |
seek new ways to improve efficiency and increase profits. | 0 | 0 | 0 | 0 | 0 | 1 |
seek out and learn new music suitable for live performance or recording. | 0 | 0.266667 | 0 | 0 | 0.383333 | 0.35 |
select and assemble books, materials, supplies, and equipment for training, courses, or projects. | 0 | 0.432836 | 0.462687 | 0 | 0 | 0.104478 |
select and edit documents for publication and display, applying knowledge of subject, literary expression, and presentation techniques. | 0.006842 | 0.517105 | 0.366579 | 0.032368 | 0.054079 | 0.023026 |
select and obtain materials and supplies such as textbooks. | 0 | 0 | 0 | 0 | 0 | 1 |
select and purchase seeds, plant nutrients, disease control chemicals, and garden and lawn care equipment. | 0 | 0 | 0 | 0 | 0 | 1 |
select and use laboratory, operational, or diagnostic techniques or test equipment to assess electromechanical circuits, equipment, processes, systems, or subsystems. | 0 | 0.225806 | 0.129032 | 0 | 0.483871 | 0.16129 |
select appropriate curricula or class structures for educational programs. | 0 | 0 | 0 | 0 | 0 | 1 |
select cartographic elements needed for effective presentation of information. | 0 | 0.480916 | 0.335878 | 0 | 0 | 0.183206 |
select digital images for printing, specify number of images to be printed, and direct to printer, using computer software. | 0 | 0.676856 | 0.253275 | 0 | 0.034934 | 0.034934 |
select material most pertinent to presentation, and organize this material into appropriate formats. | 0 | 0.462247 | 0.486188 | 0 | 0 | 0.051565 |
select or assist customers in selecting products based on customer needs, product specifications, and applicable regulations. | 0 | 0 | 0.350877 | 0 | 0.280702 | 0.368421 |
select or direct the execution of trades. | 0 | 0 | 0 | 0 | 0 | 1 |
select or prepare speech-language instructional materials. | 0 | 0.555556 | 0 | 0 | 0 | 0.444444 |
select performers for roles or submit lists of suitable performers to producers or directors for final selection. | 0 | 0 | 0 | 0 | 0 | 1 |
select photographs, drawings, sketches, diagrams, and charts to illustrate material. | 0 | 0.46875 | 0.25 | 0 | 0.1875 | 0.09375 |
select plays or scripts for production and determine how material should be interpreted and performed. | 0 | 0.607843 | 0 | 0 | 0 | 0.392157 |
select plays, scripts, books, or ideas to be produced. | 0 | 0.558824 | 0.264706 | 0 | 0 | 0.176471 |
select program content, in conjunction with producers and assistants, based on factors such as program specialties, audience tastes, or requests from the public. | 0 | 0.351351 | 0.297297 | 0 | 0.261261 | 0.09009 |
select programming languages, design tools, or applications. | 0 | 0 | 0 | 0 | 0 | 1 |
select qualified job applicants or refer them to managers, making hiring recommendations when appropriate. | 0 | 0 | 0 | 0 | 0 | 1 |
select statistical tests for analyzing data. | 0.144 | 0.344 | 0.184 | 0 | 0.28 | 0.048 |
select the most suitable cleaning materials for different types of linens, furniture, flooring, and surfaces. | 0.071429 | 0.325 | 0.153571 | 0 | 0.4 | 0.05 |
select themes, lighting, colors, or props to be used. | 0 | 0.42 | 0.4 | 0 | 0 | 0.18 |
select, acquire, and maintain programs, music, films, and other needed materials and obtain legal clearances for their use as necessary. | 0 | 0 | 0 | 0 | 0 | 1 |
select, order, and issue books, materials, and supplies for courses or projects. | 0 | 0 | 0 | 0 | 0 | 1 |
sell services or equipment, such as trusts, investments, or check processing services. | 0 | 0 | 0 | 0 | 0 | 1 |
send, receive, and interpret coded messages. | 0 | 0.347826 | 0 | 0 | 0.405797 | 0.246377 |
serve as a confidential point of contact for employees to communicate with management, seek clarification on issues or dilemmas, or report irregularities. | 0 | 0 | 0 | 0 | 0 | 1 |
serve as a liaison between the university and other governmental and educational agencies. | 0 | 0.571429 | 0 | 0 | 0 | 0.428571 |
serve as an offsite teleradiologist for facilities that do not have on-site radiologists. | 0 | 0 | 0 | 0 | 0.826087 | 0.173913 |
serve as liaisons between organizations, shareholders, and outside organizations. | 0 | 0 | 0.352941 | 0 | 0.352941 | 0.294118 |
serve on academic or administrative committees that deal with institutional policies, departmental matters, and academic issues. | 0 | 0 | 0 | 0 | 0 | 1 |
set labeling standards and approve labels for meat or poultry products. | 0 | 0 | 0 | 0 | 0 | 1 |
set prices or credit terms for goods or services based on forecasts of customer demand. | 0 | 0 | 0.394737 | 0 | 0 | 0.605263 |
set up and adjust machines and equipment. | 0 | 0 | 0 | 0 | 0 | 1 |
set up and conduct chemical experiments, tests, and analyses, using techniques such as chromatography, spectroscopy, physical or chemical separation techniques, or microscopy. | 0.076294 | 0.292916 | 0.230245 | 0.053134 | 0.324251 | 0.023161 |
set up and maintain medical files and databases, including records such as x-ray, lab, and procedure reports, medical histories, diagnostic workups, admission and discharge summaries, and clinical resumes. | 0 | 0 | 0 | 0 | 0 | 1 |
set up and operate specialized or standard test equipment to diagnose, test, or analyze the performance of electronic components, assemblies, or systems. | 0.239726 | 0.167808 | 0.167808 | 0 | 0.380137 | 0.044521 |
set up appointments for parties to meet for mediation. | 0 | 0.319149 | 0.319149 | 0 | 0 | 0.361702 |
set up database clusters, backup, or recovery processes. | 0 | 0 | 0 | 0 | 0 | 1 |
set up equipment for employee use, performing or ensuring proper installation of cables, operating systems, or appropriate software. | 0.141079 | 0.257261 | 0.062241 | 0 | 0.514523 | 0.024896 |
set up mechanical, hydraulic, or electric test equipment in accordance with engineering specifications, standards, or test procedures. | 0 | 0 | 0 | 0 | 0 | 1 |
set up, adjust, and operate audio-visual equipment, such as cameras, film and slide projectors, and recording equipment, for meetings, events, classes, seminars, and video conferences. | 0 | 0 | 0 | 0 | 0 | 1 |
set up, adjust, calibrate, clean, maintain, and troubleshoot laboratory and field equipment. | 0 | 0 | 0 | 0 | 0 | 1 |
share information about religious issues by writing articles, giving speeches, or teaching. | 0.01036 | 0.302864 | 0.279707 | 0.021328 | 0.345521 | 0.040219 |
share research findings by writing scientific articles or by making presentations at scientific conferences. | 0 | 0 | 0 | 0 | 0.833333 | 0.166667 |
shop for or order food and kitchen supplies and equipment. | 0 | 0 | 0 | 0 | 0 | 1 |
show and explain orthopedic and prosthetic appliances to healthcare workers. | 0 | 0 | 0 | 0 | 0 | 1 |
simulate or model fuel cell, motor, or other system information, using simulation software programs. | 0 | 0.3125 | 0 | 0 | 0 | 0.6875 |
sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements. | 0 | 0.508772 | 0.403509 | 0 | 0 | 0.087719 |
solicit and compile listings of available rental properties. | 0 | 0.45 | 0 | 0 | 0 | 0.55 |
solicit cash or in-kind donations or sponsorships from individual, business, or government donors. | 0 | 0 | 0.692308 | 0 | 0 | 0.307692 |
sort and file correspondence and perform miscellaneous clerical duties, such as answering correspondence and writing reports. | 0 | 0 | 0.666667 | 0 | 0 | 0.333333 |
speak foreign languages to communicate with foreign visitors. | 0 | 0.092869 | 0 | 0 | 0.145937 | 0.761194 |
speak to various groups, organizations, and clubs to promote the aims and activities of historical societies. | 0 | 0 | 0 | 0 | 0 | 1 |
specialize in an area of history or technology, researching topics or items relevant to collections to determine what should be retained or acquired. | 0 | 0 | 0 | 0 | 0 | 1 |
specify inputs accessed by the system and plan the distribution and use of the results. | 0 | 0 | 0 | 0 | 0 | 1 |
specify power supply requirements and configuration. | 0 | 0 | 0 | 0 | 0.6 | 0.4 |
specify users and user access levels for each segment of database. | 0 | 0 | 0 | 0 | 0 | 1 |
sponsor extracurricular activities such as clubs, student organizations, and academic contests. | 0 | 0 | 0 | 0 | 0 | 1 |
stack cargo in locations such as transit sheds or in holds of ships as directed, using pallets or cargo boards. | 0 | 0 | 0 | 0 | 0 | 1 |
standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds. | 0 | 0 | 0 | 0 | 0.717647 | 0.282353 |
stay abreast of changes in import or export laws or regulations by reading current literature, attending meetings or conferences, or conferring with colleagues. | 0 | 0.172662 | 0.122302 | 0 | 0.661871 | 0.043165 |
stay abreast of latest industry trends, products, research, and treatments. | 0 | 0 | 0 | 0 | 0.666667 | 0.333333 |
stay informed of logistics technology advances and apply appropriate technology to improve logistics processes. | 0 | 0 | 0 | 0 | 0 | 1 |
stay informed of the latest styles and hair care techniques. | 0 | 0.354839 | 0.306452 | 0 | 0.241935 | 0.096774 |
stay up-to-date on new regulations and current events regarding food science by reviewing scientific literature. | 0 | 0.285714 | 0 | 0 | 0.514286 | 0.2 |
store food in designated containers and storage areas to prevent spoilage. | 0 | 0.188482 | 0 | 0 | 0.670157 | 0.141361 |
store, retrieve, and manipulate data for analysis of system capabilities and requirements. | 0.165482 | 0.19797 | 0.161421 | 0.033503 | 0.42132 | 0.020305 |
structure or negotiate deals, such as corporate mergers, sales, or acquisitions. | 0 | 0.320557 | 0.400697 | 0 | 0.209059 | 0.069686 |
study and analyze information about alternative courses of action to determine which plan will offer the best outcomes. | 0 | 0.29661 | 0.330508 | 0 | 0.262712 | 0.110169 |
study and document quantities, distribution, disposition, and development of underground and surface waters. | 0 | 0 | 0 | 0 | 0.481481 | 0.518519 |
study and interpret religious laws, doctrines, or traditions. | 0 | 0 | 0 | 0 | 0.767442 | 0.232558 |
study and rehearse roles from scripts to interpret, learn and memorize lines, stunts, and cues as directed. | 0 | 0.6 | 0 | 0 | 0 | 0.4 |
study and research scripts to determine how they should be directed. | 0 | 0 | 0 | 0 | 0 | 1 |
study animal and human health and physiological processes. | 0 | 0 | 0 | 0 | 0.929577 | 0.070423 |
study aquatic plants and animals and environmental conditions affecting them, such as radioactivity or pollution. | 0 | 0.184549 | 0.133047 | 0 | 0.579399 | 0.103004 |
study archival collections of primary historical sources to help explain the origins and development of cultural patterns. | 0 | 0.290323 | 0.21371 | 0 | 0.455645 | 0.040323 |
study basic principles of plant and animal life, such as origin, relationship, development, anatomy, and function. | 0 | 0.160237 | 0.108309 | 0.037092 | 0.652819 | 0.041543 |
study blueprints and examine surface to be covered to determine amount of material needed. | 0 | 0.283951 | 0.197531 | 0 | 0.45679 | 0.061728 |
study blueprints, design specifications, or manufacturers' recommendations to ascertain the configuration of heating or cooling equipment components and to ensure the proper installation of components. | 0 | 0.352941 | 0 | 0 | 0.333333 | 0.313725 |
study celestial phenomena, using a variety of ground-based and space-borne telescopes and scientific instruments. | 0 | 0.12963 | 0.117284 | 0 | 0.641975 | 0.111111 |
study characteristics of animals, such as origin, interrelationships, classification, life histories and diseases, development, genetics, and distribution. | 0 | 0 | 0 | 0 | 0.851064 | 0.148936 |
study communication code languages or foreign languages to translate intelligence. | 0 | 0 | 0 | 0 | 0 | 1 |
study consumers' reactions to new products and package designs, and to advertising efforts, using surveys and tests. | 0 | 0 | 0 | 0 | 0 | 1 |
study diagnostic records, such as medical or dental histories, plaster models of the teeth, photos of a patient's face and teeth, and x-rays, to develop patient treatment plans. | 0 | 0 | 0 | 0 | 0 | 1 |
study different techniques to learn how to apply them to artistic endeavors. | 0 | 0.25 | 0 | 0 | 0.35 | 0.4 |
study documentation or other information for new scientific or technical products. | 0 | 0.099237 | 0.052345 | 0.029444 | 0.727372 | 0.091603 |
study economic and statistical data in area of specialization, such as finance, labor, or agriculture. | 0 | 0.166667 | 0 | 0 | 0.688889 | 0.144444 |
Subsets and Splits