task_name
stringlengths 21
305
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float64 0
0.67
| directive
float64 0
1
| task_iteration
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| validation
float64 0
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| learning
float64 0
0.95
| filtered
float64 0
1
|
---|---|---|---|---|---|---|
train users and answer questions. | 0 | 0.485714 | 0 | 0 | 0 | 0.514286 |
transcribe data to worksheets and enter data into computer for use in preparing documents and adjusting accounts. | 0 | 0 | 0 | 0 | 0 | 1 |
transcribe dictation for a variety of medical reports, such as patient histories, physical examinations, emergency room visits, operations, chart reviews, consultation, or discharge summaries. | 0 | 0.85 | 0 | 0 | 0 | 0.15 |
transcribe ideas for musical compositions into musical notation, using instruments, pen and paper, or computers. | 0 | 0.59322 | 0.288136 | 0 | 0 | 0.118644 |
transcribe medical reports. | 0 | 0.6875 | 0.1875 | 0 | 0 | 0.125 |
transcribe musical compositions and melodic lines to adapt them to a particular group, or to create a particular musical style. | 0 | 0.431818 | 0.340909 | 0 | 0 | 0.227273 |
transcribe recorded messages or practitioners' diagnoses or recommendations into patients' medical records. | 0 | 0.756098 | 0 | 0 | 0 | 0.243902 |
transcribe recorded proceedings in accordance with established formats. | 0 | 0.764957 | 0.149573 | 0.036325 | 0.036325 | 0.012821 |
transcribe, type, and distribute reports of diagnostic procedures for interpretation by physician. | 0 | 0.6 | 0.276923 | 0 | 0.092308 | 0.030769 |
transfer photographs to computers for editing, archiving, and electronic transmission. | 0 | 0.657143 | 0 | 0 | 0 | 0.342857 |
translate data into numbers, equations, flow charts, graphs, or other forms. | 0.090465 | 0.386308 | 0.242054 | 0.0489 | 0.213936 | 0.018337 |
translate electromechanical drawings into design specifications, applying principles of engineering, thermal or fluid sciences, mathematics, or statistics. | 0 | 0.62069 | 0 | 0 | 0 | 0.37931 |
translate medical jargon and abbreviations into their expanded forms to ensure the accuracy of patient and health care facility records. | 0 | 0.41791 | 0.402985 | 0 | 0 | 0.179104 |
translate messages simultaneously or consecutively into specified languages, orally or by using hand signs, maintaining message content, context, and style as much as possible. | 0.021176 | 0.522353 | 0.215294 | 0.018824 | 0.18 | 0.042353 |
translate nursing practice information between nurses and systems engineers, analysts, or designers using object-oriented models or other techniques. | 0 | 0 | 0 | 0 | 0 | 1 |
translate or request translation of reference materials. | 0 | 0.54717 | 0.268868 | 0 | 0.146226 | 0.037736 |
transmit and receive messages, using telephones or telephone switchboards. | 0 | 0 | 0 | 0 | 0 | 1 |
transmit claims for payment or further investigation. | 0 | 0 | 0 | 0 | 0 | 1 |
transmit information or documents to customers, using computer, mail, or facsimile machine. | 0 | 0.638298 | 0.294833 | 0 | 0 | 0.066869 |
transpose music from one voice or instrument to another to accommodate particular musicians. | 0 | 0.797297 | 0 | 0 | 0 | 0.202703 |
transpose music to alternate keys, or to fit individual styles or purposes. | 0 | 0 | 0 | 0 | 0 | 1 |
treat children who have minor illnesses, acute and chronic health problems, and growth and development concerns. | 0 | 0 | 0 | 0 | 0.755556 | 0.244444 |
treat diseases of female organs. | 0 | 0 | 0 | 0 | 0.841463 | 0.158537 |
treat minor cuts, abrasions, or contusions. | 0 | 0 | 0 | 0 | 0.549296 | 0.450704 |
treat patients for routine physical health problems. | 0 | 0 | 0 | 0 | 0 | 1 |
treat patients' symptoms with alternative health care methods such as herbs and hydrotherapy. | 0 | 0 | 0 | 0 | 0.691358 | 0.308642 |
treat scalp conditions and hair loss, using specialized lotions, shampoos, or equipment such as infrared lamps or vibrating equipment. | 0 | 0 | 0 | 0 | 0.645161 | 0.354839 |
treat wounds or superficial lacerations. | 0 | 0 | 0 | 0 | 0 | 1 |
troubleshoot equipment, electrical components, hydraulics, or other mechanical systems. | 0 | 0 | 0 | 0 | 0.487805 | 0.512195 |
troubleshoot microprocessors or electronic instruments, equipment, or systems, using electronic test equipment such as logic analyzers. | 0 | 0 | 0 | 0 | 0.642857 | 0.357143 |
troubleshoot network or connectivity problems for users or user groups. | 0.346416 | 0.085324 | 0.040956 | 0.027304 | 0.486348 | 0.013652 |
troubleshoot problems involving office equipment, such as computer hardware and software. | 0.199624 | 0.124353 | 0.031049 | 0.019131 | 0.566724 | 0.059119 |
troubleshoot problems with chemical manufacturing processes. | 0 | 0.181034 | 0.181034 | 0 | 0.482759 | 0.155172 |
troubleshoot problems with equipment, devices, or products. | 0.268293 | 0 | 0 | 0 | 0.487805 | 0.243902 |
troubleshoot robotic systems, using knowledge of microprocessors, programmable controllers, electronics, circuit analysis, mechanics, sensor or feedback systems, hydraulics, or pneumatics. | 0 | 0 | 0 | 0 | 0 | 1 |
troubleshoot, maintain, and make minor repairs to equipment. | 0 | 0 | 0 | 0 | 0 | 1 |
tune or adjust equipment and instruments to obtain optimum visual or auditory reception, according to specifications, manuals, and drawings. | 0 | 0 | 0 | 0 | 0.666667 | 0.333333 |
turn or stir foods to ensure even cooking. | 0.220779 | 0 | 0 | 0 | 0.545455 | 0.233766 |
tutor and assist children individually or in small groups to help them master assignments and to reinforce learning concepts presented by teachers. | 0 | 0.3 | 0.186111 | 0.075 | 0.383333 | 0.055556 |
type correspondence, reports, text and other written material from rough drafts, corrected copies, voice recordings, dictation or previous versions, using a computer, word processor, or typewriter. | 0 | 0.433333 | 0.366667 | 0 | 0 | 0.2 |
type, file, and duplicate materials. | 0 | 0.638889 | 0 | 0 | 0 | 0.361111 |
update and maintain content posted on the web. | 0.06701 | 0.402062 | 0.440722 | 0 | 0.059278 | 0.030928 |
update automated test scripts to ensure currency. | 0 | 0.32 | 0 | 0 | 0 | 0.68 |
update operational records or licensing information, using computer terminals. | 0 | 0 | 0 | 0 | 0 | 1 |
use computer skills and software to manage web sites or databases, publish newsletters, or provide webinars. | 0.024265 | 0.374242 | 0.184788 | 0.009333 | 0.326178 | 0.081195 |
use computer software to generate new images. | 0 | 0.527933 | 0.365922 | 0 | 0.050279 | 0.055866 |
use computer-aided design (cad) software to prepare or evaluate network diagrams, floor plans, or site configurations for existing facilities, renovations, or new systems. | 0 | 0 | 0 | 0 | 0 | 1 |
use computers for various applications, such as database management or word processing. | 0.023697 | 0.362085 | 0.054976 | 0 | 0.409479 | 0.149763 |
use computers, audio-visual aids, and other equipment and materials to supplement presentations. | 0 | 0.431438 | 0.110368 | 0 | 0.301003 | 0.157191 |
use data entry devices, such as optical scanners, to input data into computers for revision or editing. | 0 | 0.72 | 0 | 0 | 0 | 0.28 |
use informatics science to design or implement health information technology applications to resolve clinical or health care administrative problems. | 0 | 0 | 0 | 0 | 0 | 1 |
use materials such as pens and ink, watercolors, charcoal, oil, or computer software to create artwork. | 0 | 0.603226 | 0.293548 | 0 | 0 | 0.103226 |
use mediation techniques to facilitate communication between disputants, to further parties' understanding of different perspectives, and to guide parties toward mutual agreement. | 0 | 0.174342 | 0.421053 | 0.065789 | 0.256579 | 0.082237 |
use models to simulate the behavior of animated objects in the finished sequence. | 0.213839 | 0.330148 | 0.260626 | 0.010873 | 0.161779 | 0.022735 |
use nondisciplinary tools and equipment such as a computer. | 0.00581 | 0.591437 | 0.021407 | 0.005505 | 0.306116 | 0.069725 |
use object-oriented programming languages, as well as client and server applications development processes and multimedia and internet technology. | 0 | 0.073529 | 0 | 0 | 0.794118 | 0.132353 |
use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems. | 0.123894 | 0.30531 | 0.269912 | 0 | 0.225664 | 0.075221 |
validate known intelligence with data from other sources. | 0 | 0.491803 | 0 | 0 | 0 | 0.508197 |
vary language and tone of messages based on product and medium. | 0 | 0.345679 | 0.54321 | 0 | 0 | 0.111111 |
verify accuracy of billing data and revise any errors. | 0 | 0 | 0 | 0 | 0 | 1 |
verify bibliographical data for materials, including author, title, publisher, publication date, and edition. | 0 | 0.55 | 0 | 0 | 0 | 0.45 |
verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers. | 0 | 0 | 0 | 0 | 0 | 1 |
verify dimensions and contours of models during hand-forming processes, using templates and measuring devices. | 0 | 0 | 0 | 0 | 0 | 1 |
verify dimensions of completed patterns, using templates, straightedges, calipers, or protractors. | 0 | 0.326923 | 0 | 0 | 0 | 0.673077 |
verify dimensions of products, using measuring instruments, such as calipers, vernier gauges, or protractors. | 0.109756 | 0.286585 | 0.103659 | 0.146341 | 0.335366 | 0.018293 |
verify dimensions, alignments, and clearances of finished parts for conformance to specifications, using measuring instruments such as calipers, gauge blocks, micrometers, and dial indicators. | 0 | 0.254386 | 0 | 0.149123 | 0.368421 | 0.22807 |
verify stability, interoperability, portability, security, or scalability of system architecture. | 0.067511 | 0.194093 | 0.341772 | 0 | 0.329114 | 0.067511 |
verify that incoming and outgoing products are moving through the correct meters, and that meters are working properly. | 0 | 0 | 0 | 0 | 0 | 1 |
verify that software technology is in place to adequately provide oversight and monitoring in all required areas. | 0 | 0 | 0 | 0 | 0 | 1 |
verify that transportation and handling procedures meet regulatory requirements. | 0 | 0 | 0 | 0 | 0 | 1 |
verify the authenticity of documents, such as foreign identification or immigration documents. | 0 | 0 | 0 | 0 | 0.605263 | 0.394737 |
verify the structure, accuracy, or quality of warehouse data. | 0 | 0 | 0 | 0 | 0 | 1 |
visit establishments, such as pharmacies, to determine product sales. | 0 | 0.211268 | 0.295775 | 0 | 0.408451 | 0.084507 |
visit textile showrooms to keep up-to-date on the latest fabrics. | 0 | 0 | 0 | 0 | 0.386364 | 0.613636 |
weigh, measure, and mix ingredients according to recipes or personal judgment, using various kitchen utensils and equipment. | 0.10989 | 0.247253 | 0.296703 | 0 | 0.332418 | 0.013736 |
work as part of a healthcare team to assess patient needs, plan and modify care, and implement interventions. | 0 | 0 | 0 | 0 | 0 | 1 |
work closely with directors, other actors, and playwrights to find the interpretation most suited to the role. | 0 | 0.512821 | 0 | 0 | 0 | 0.487179 |
work with clients to identify their financial goals and to find ways of reaching those goals. | 0 | 0 | 0.21374 | 0 | 0.534351 | 0.251908 |
write about and present research findings for a variety of specialized and general audiences. | 0 | 0.303828 | 0.26555 | 0 | 0.397129 | 0.033493 |
write advertising copy for use by publication, broadcast, or internet media to promote the sale of goods and services. | 0.007762 | 0.304269 | 0.665718 | 0.009314 | 0.009056 | 0.003881 |
write algorithms or programming code for ad hoc robotic applications. | 0.271028 | 0.308411 | 0.280374 | 0 | 0 | 0.140187 |
write and code logical and physical database descriptions and specify identifiers of database to management system or direct others in coding descriptions. | 0.189655 | 0.413793 | 0.215517 | 0 | 0 | 0.181034 |
write and edit news stories from information collected by reporters and other sources. | 0 | 0.436782 | 0.517241 | 0 | 0 | 0.045977 |
write and present reports of research findings. | 0 | 0.324675 | 0.506494 | 0 | 0.116883 | 0.051948 |
write and publish articles in scientific journals. | 0 | 0.469388 | 0.306122 | 0 | 0 | 0.22449 |
write and review grant proposals, journal articles, institutional reports, and publicity materials. | 0 | 0.266667 | 0.577778 | 0 | 0 | 0.155556 |
write and review product specifications, maintaining a working technical knowledge of the goods or services to be purchased. | 0 | 0 | 0 | 0 | 0 | 1 |
write and send letters of thanks to donors. | 0 | 0 | 0.575758 | 0 | 0 | 0.424242 |
write and submit grant applications or proposals to secure funding for distance learning programs. | 0 | 0.580645 | 0 | 0 | 0 | 0.419355 |
write articles and books. | 0 | 0.550847 | 0.432203 | 0 | 0 | 0.016949 |
write articles or pamphlets about products. | 0 | 0.439024 | 0.487805 | 0 | 0 | 0.073171 |
write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material. | 0 | 0.362979 | 0.591468 | 0.013015 | 0.0188 | 0.013738 |
write articles, manuals, and other publications and assist in the distribution of promotional literature about programs and facilities. | 0 | 0.362595 | 0.587786 | 0 | 0 | 0.049618 |
write articles, manuals, and other publications, and assist in the distribution of promotional literature about facilities and programs. | 0.009694 | 0.331524 | 0.610314 | 0.028693 | 0.014734 | 0.005041 |
write articles, white papers, and reports to share research findings and educate others. | 0 | 0.370175 | 0.394737 | 0 | 0.2 | 0.035088 |
write changes directly into compositions, or use computer software to make changes. | 0.021053 | 0.338596 | 0.522807 | 0.094737 | 0.019298 | 0.003509 |
write columns, editorials, commentaries, or reviews that interpret events or offer opinions. | 0 | 0.457143 | 0.542857 | 0 | 0 | 0 |
write commentaries, columns, or scripts, using computers. | 0 | 0 | 0 | 0 | 0 | 1 |
write computer or microprocessor software programs. | 0.07584 | 0.566631 | 0.159263 | 0 | 0.182015 | 0.016251 |
write computer programs or scripts to be used in querying databases. | 0.162285 | 0.398912 | 0.189483 | 0 | 0.232094 | 0.017226 |
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