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---|---|---|---|---|---|---|
plan and coordinate advertising campaigns and sales promotions and prepare merchandise displays and advertising copy. | 0 | 0 | 0 | 0 | 0 | 1 |
plan and develop curricula and materials for training programs and conduct training. | 0 | 0.369963 | 0.501832 | 0 | 0.07326 | 0.054945 |
plan and develop instructional methods and content for educational, vocational, or student activity programs. | 0.027638 | 0.374372 | 0.484925 | 0 | 0.095477 | 0.017588 |
plan and develop new products and production processes. | 0 | 0 | 0 | 0 | 0 | 1 |
plan and develop programs, agendas, budgets, and services according to customer requirements. | 0 | 0.59375 | 0 | 0 | 0 | 0.40625 |
plan and direct physical conditioning programs that will enable athletes to achieve maximum performance. | 0 | 0 | 0 | 0 | 0 | 1 |
plan and direct research to characterize and compare the economic, demographic, health care, social, political, linguistic, and religious institutions of distinct cultural groups, communities, and organizations. | 0 | 0.233083 | 0.308271 | 0 | 0.421053 | 0.037594 |
plan and establish transportation routes. | 0 | 0 | 0 | 0 | 0 | 1 |
plan and execute medical care programs to aid in the mental and physical growth and development of children and adolescents. | 0 | 0 | 0 | 0 | 0 | 1 |
plan and follow the most efficient routes for delivering goods. | 0 | 0.330508 | 0.398305 | 0 | 0.152542 | 0.118644 |
plan and formulate flight activities and test schedules and prepare flight evaluation reports. | 0 | 0 | 0 | 0 | 0 | 1 |
plan and install upgrades of database management system software to enhance database performance. | 0 | 0 | 0 | 0 | 0 | 1 |
plan and lead professional development activities for teachers, administrators, and support staff. | 0 | 0.4 | 0.5 | 0 | 0 | 0.1 |
plan and organize the acquisition, storage, and exhibition of collections and related materials, including the selection of exhibition themes and designs, and develop or install exhibit materials. | 0 | 0.344 | 0.52 | 0 | 0.045333 | 0.090667 |
plan and prepare advertising and promotional material to increase sales of products or services, working with customers, company officials, sales departments, and advertising agencies. | 0.029412 | 0.294118 | 0.59375 | 0 | 0.053309 | 0.029412 |
plan and price menu items. | 0 | 0.465217 | 0.33913 | 0 | 0.078261 | 0.117391 |
plan and promote career and employment-related programs and events, such as career planning presentations, work-experience programs, job fairs, and career workshops. | 0 | 0.46988 | 0.409639 | 0 | 0 | 0.120482 |
plan and promote sporting events and social, cultural, and recreational activities. | 0 | 0 | 0 | 0 | 0 | 1 |
plan and schedule programming and event coverage, based on broadcast length, time availability, and other factors, such as community needs, ratings data, and viewer demographics. | 0 | 0 | 0 | 0 | 0 | 1 |
plan and supervise class projects, field trips, visits by guest speakers, or other experiential activities, and guide students in learning from those activities. | 0 | 0.384615 | 0.5 | 0 | 0 | 0.115385 |
plan crop activities based on factors such as crop maturity or weather conditions. | 0 | 0.230769 | 0 | 0 | 0.523077 | 0.246154 |
plan layout of electric power generating plants or distribution lines or stations. | 0 | 0 | 0 | 0 | 0 | 1 |
plan layouts of structural architectural projects. | 0 | 0 | 0.44186 | 0 | 0 | 0.55814 |
plan menus or diets or guide individuals or families in food selection, preparation, or menu planning, based upon nutritional needs and established guidelines. | 0.07191 | 0.370787 | 0.4 | 0 | 0.139326 | 0.017978 |
plan mobile robot paths and teach path plans to robots. | 0.666667 | 0 | 0 | 0 | 0 | 0.333333 |
plan or adjust routes based on changing conditions, using computer equipment, global positioning systems (gps) equipment, or other navigation devices to minimize fuel consumption and carbon emissions. | 0 | 0.228571 | 0.47619 | 0 | 0.171429 | 0.12381 |
plan or conduct basic genomic and biological research related to areas such as regulation of gene expression, protein interactions, metabolic networks, and nucleic acid or protein complexes. | 0 | 0 | 0 | 0 | 0 | 1 |
plan or conduct market or public opinion research to test products or determine potential for product success, communicating results to client or management. | 0 | 0.547619 | 0.333333 | 0 | 0 | 0.119048 |
plan or coordinate activities concerned with investigating and resolving customers' reports of technical problems with aircraft or aerospace vehicles. | 0 | 0 | 0 | 0 | 0 | 1 |
plan or design structures such as residences, office buildings, theatres, factories, or other structural properties in accordance with environmental, safety, or other regulations. | 0 | 0 | 0 | 0 | 0 | 1 |
plan or develop research models, using knowledge of mathematical and statistical concepts. | 0.051205 | 0.36747 | 0.228916 | 0 | 0.289157 | 0.063253 |
plan or direct spa services and programs. | 0 | 0 | 0 | 0 | 0 | 1 |
plan or implement improvements to internal or external logistics systems or processes. | 0 | 0 | 0 | 0 | 0 | 1 |
plan or lead religious education programs. | 0 | 0.4 | 0.49 | 0 | 0 | 0.11 |
plan parties or other special events and services. | 0.027701 | 0.366047 | 0.515631 | 0.025326 | 0.054214 | 0.01108 |
plan physical education programs to promote development of participants' physical attributes and social skills. | 0 | 0 | 0 | 0 | 0 | 1 |
plan pipe system layout, installation, or repair, according to specifications. | 0 | 0.344262 | 0.278689 | 0 | 0.311475 | 0.065574 |
plan project arrangements or outlines, and organize material accordingly. | 0 | 0.439024 | 0.414634 | 0 | 0 | 0.146341 |
plan routes, itineraries, and accommodation details, and compute fares and fees, using schedules, rate books, and computers. | 0 | 0 | 0 | 0 | 0 | 1 |
plan soil management or conservation practices, such as crop rotation, reforestation, permanent vegetation, contour plowing, or terracing, to maintain soil or conserve water. | 0 | 0 | 0 | 0 | 0 | 1 |
plan tour itineraries, applying knowledge of travel routes and destination sites. | 0 | 0.406143 | 0.491468 | 0 | 0.068259 | 0.03413 |
plan, assemble, and stock product displays in retail stores, or make recommendations to retailers regarding product displays, promotional programs, and advertising. | 0 | 0.512195 | 0 | 0 | 0 | 0.487805 |
plan, coordinate and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure. | 0.093677 | 0.206089 | 0.192037 | 0 | 0.456674 | 0.051522 |
plan, coordinate, and implement network security measures to protect data, software, and hardware. | 0.137026 | 0.161808 | 0.174927 | 0.024781 | 0.494169 | 0.007289 |
plan, describe, arrange, and sell itinerary tour packages and promotional travel incentives offered by various travel carriers. | 0 | 0.4 | 0.533333 | 0 | 0 | 0.066667 |
plan, design, and improve components of traffic control systems to accommodate current or projected traffic and to increase usability and efficiency. | 0 | 0 | 0 | 0 | 0 | 1 |
plan, develop, and provide training and staff development programs, using knowledge of the effectiveness of methods such as classroom training, demonstrations, on-the-job training, meetings, conferences, and workshops. | 0 | 0.381679 | 0.427481 | 0 | 0.160305 | 0.030534 |
plan, develop, evaluate, improve, and communicate methods and techniques for selecting, promoting, compensating, evaluating, and training workers. | 0 | 0.369565 | 0.369565 | 0 | 0 | 0.26087 |
plan, develop, maintain, or operate a variety of health record indexes or storage and retrieval systems to collect, classify, store, or analyze information. | 0 | 0 | 0.454545 | 0 | 0 | 0.545455 |
plan, direct, and coordinate risk and insurance programs of establishments to control risks and losses. | 0 | 0 | 0 | 0 | 0 | 1 |
plan, direct, and participate in recruitment and enrollment activities. | 0 | 0 | 0 | 0 | 0 | 1 |
plan, direct, or supervise the food preparation or cooking activities of multiple kitchens or restaurants in an establishment such as a restaurant chain, hospital, or hotel. | 0 | 0 | 0 | 0 | 0 | 1 |
plan, evaluate, and revise curricula, course content, and course materials and methods of instruction. | 0 | 0.339394 | 0.509091 | 0 | 0.115152 | 0.036364 |
plan, evaluate, and revise curricula, course content, course materials, and methods of instruction. | 0.013873 | 0.33237 | 0.561272 | 0.013295 | 0.071098 | 0.008092 |
plan, implement, or administer health programs or standards in hospitals, businesses, or communities for prevention or treatment of injury or illness. | 0 | 0.311475 | 0.47541 | 0 | 0 | 0.213115 |
plan, implement, or maintain procedures for mixing, packaging, or labeling pharmaceuticals, according to policy and legal requirements, to ensure quality, security, and proper disposal. | 0 | 0 | 0 | 0 | 0 | 1 |
plan, organize, direct, control or coordinate the personnel, training, or labor relations activities of an organization. | 0 | 0 | 0 | 0 | 0 | 1 |
plan, organize, or direct activities concerned with the construction or maintenance of structures, facilities, or systems. | 0 | 0 | 0.422222 | 0 | 0 | 0.577778 |
plan, organize, or lead structured programs of counseling, work, study, recreation, or social activities for clients. | 0 | 0.447368 | 0.394737 | 0 | 0 | 0.157895 |
plan, prepare, and develop various teaching aids such as bibliographies, charts, and graphs. | 0 | 0.475904 | 0.445783 | 0 | 0 | 0.078313 |
plan, prepare, or carry out individually designed programs of physical treatment to maintain, improve, or restore physical functioning, alleviate pain, or prevent physical dysfunction in patients. | 0 | 0.377358 | 0.301887 | 0 | 0.283019 | 0.037736 |
plan, provide, or evaluate educational programs for nursing staff, health care teams, or the community. | 0 | 0.337838 | 0.459459 | 0 | 0 | 0.202703 |
plan, purchase, prepare, or serve meals to patients or other family members, according to prescribed diets. | 0 | 0 | 0 | 0 | 0 | 1 |
plan, schedule, and coordinate general maintenance, major repairs, and remodeling or construction projects for commercial or residential properties. | 0 | 0.258065 | 0.516129 | 0 | 0 | 0.225806 |
plan, schedule, or coordinate funerals, burials, or cremations, arranging details such as floral delivery or the time and place of services. | 0 | 0 | 0 | 0 | 0 | 1 |
plan, shop for, or prepare nutritious meals or assist families in planning, shopping for, or preparing nutritious meals. | 0 | 0.359375 | 0.359375 | 0 | 0 | 0.28125 |
plan, supervise, and conduct psychological research and write papers describing research results. | 0 | 0.328767 | 0 | 0 | 0.493151 | 0.178082 |
portray and interpret roles, using speech, gestures, and body movements, to entertain, inform, or instruct radio, film, television, or live audiences. | 0.107259 | 0.6013 | 0.043337 | 0 | 0.03792 | 0.210184 |
pose for artists and photographers. | 0 | 0 | 0 | 0 | 0 | 1 |
position instructions and comments onto drawings. | 0 | 0 | 0 | 0 | 0 | 1 |
position text and art elements from a variety of databases in a visually appealing way to design print or web pages, using knowledge of type styles and size and layout patterns. | 0 | 0.299363 | 0.611465 | 0 | 0 | 0.089172 |
pray and promote spirituality. | 0 | 0.436975 | 0.327731 | 0 | 0.12605 | 0.109244 |
prepare activity reports to inform management of the status and implementation plans of programs, services, and quality initiatives. | 0 | 0 | 0.515152 | 0 | 0 | 0.484848 |
prepare actors for auditions by providing scripts and information about roles and casting requirements. | 0 | 0 | 0 | 0 | 0 | 1 |
prepare administrative, technical, or statistical reports on traffic-operation matters, such as accidents, safety measures, or pedestrian volume or practices. | 0 | 0.514286 | 0 | 0 | 0 | 0.485714 |
prepare all materials for transactions or execution of deals. | 0 | 0.468354 | 0.417722 | 0 | 0 | 0.113924 |
prepare and administer written, oral, and performance tests and issue grades in accordance with performance. | 0 | 0 | 0 | 0 | 0 | 1 |
prepare and administer written, oral, and performance tests, and issue grades in accordance with performance. | 0 | 0.552632 | 0 | 0 | 0 | 0.447368 |
prepare and deliver lectures to undergraduate or graduate students and the community on topics such as ethics, logic, and contemporary religious thought. | 0 | 0 | 0 | 0 | 0.705882 | 0.294118 |
prepare and deliver lectures to undergraduate or graduate students on topics such as abnormal psychology, cognitive processes, and work motivation. | 0 | 0.132 | 0.072 | 0.044 | 0.718667 | 0.033333 |
prepare and deliver lectures to undergraduate or graduate students on topics such as anatomy, therapeutic recreation, and conditioning theory. | 0.026944 | 0.181678 | 0.100847 | 0.04388 | 0.622787 | 0.023865 |
prepare and deliver lectures to undergraduate or graduate students on topics such as ancient history, postwar civilizations, and the history of third-world countries. | 0 | 0.482143 | 0.321429 | 0 | 0 | 0.196429 |
prepare and deliver lectures to undergraduate or graduate students on topics such as children's literature, learning and development, and reading instruction. | 0 | 0.270531 | 0.120773 | 0 | 0.52657 | 0.082126 |
prepare and deliver lectures to undergraduate or graduate students on topics such as classical political thought, international relations, and democracy and citizenship. | 0 | 0.407895 | 0.289474 | 0 | 0.223684 | 0.078947 |
prepare and deliver lectures to undergraduate or graduate students on topics such as collection development, archival methods, and indexing and abstracting. | 0 | 0.344262 | 0 | 0 | 0.393443 | 0.262295 |
prepare and deliver lectures to undergraduate or graduate students on topics such as crop production, plant genetics, and soil chemistry. | 0 | 0 | 0 | 0 | 0.5 | 0.5 |
prepare and deliver lectures to undergraduate or graduate students on topics such as family behavior, child and adolescent mental health, and social intervention evaluation. | 0 | 0.153315 | 0.135359 | 0 | 0.690608 | 0.020718 |
prepare and deliver lectures to undergraduate or graduate students on topics such as hazardous waste management, industrial safety, and environmental toxicology. | 0 | 0 | 0 | 0 | 0 | 1 |
prepare and deliver lectures to undergraduate or graduate students on topics such as how to speak and write a foreign language and the cultural aspects of areas where a particular language is used. | 0 | 0.282624 | 0.130142 | 0.041844 | 0.508511 | 0.036879 |
prepare and deliver lectures to undergraduate or graduate students on topics such as mechanics, hydraulics, and robotics. | 0 | 0.148026 | 0.095395 | 0 | 0.740132 | 0.016447 |
prepare and deliver lectures to undergraduate or graduate students on topics such as organic chemistry, analytical chemistry, and chemical separation. | 0 | 0 | 0 | 0 | 0.629032 | 0.370968 |
prepare and deliver lectures to undergraduate or graduate students on topics such as poetry, novel structure, and translation and adaptation. | 0 | 0.239691 | 0.17268 | 0 | 0.561856 | 0.025773 |
prepare and deliver lectures to undergraduate or graduate students on topics such as programming, data structures, and software design. | 0 | 0.515625 | 0.296875 | 0 | 0 | 0.1875 |
prepare and deliver lectures to undergraduate or graduate students on topics such as public speaking, media criticism, and oral traditions. | 0 | 0.4 | 0 | 0 | 0 | 0.6 |
prepare and deliver lectures to undergraduate or graduate students on topics such as quantum mechanics, particle physics, and optics. | 0.022548 | 0.174746 | 0.062007 | 0.038331 | 0.674183 | 0.028185 |
prepare and deliver lectures to undergraduate or graduate students on topics such as race and ethnic relations, gender studies, and cross-cultural perspectives. | 0 | 0 | 0 | 0 | 0 | 1 |
prepare and deliver lectures to undergraduate or graduate students on topics such as race and ethnic relations, measurement and data collection, and workplace social relations. | 0 | 0.440945 | 0.314961 | 0 | 0.188976 | 0.055118 |
prepare and deliver presentations to communicate economic and environmental study results, to present policy recommendations, or to raise awareness of environmental consequences. | 0 | 0.391753 | 0.556701 | 0 | 0 | 0.051546 |
prepare and deliver sales presentations to new and existing customers to sell new advertising programs and to protect and increase existing advertising. | 0 | 0 | 0 | 0 | 0 | 1 |
prepare and deliver sermons or other talks. | 0 | 0.459677 | 0.479839 | 0 | 0 | 0.060484 |
Subsets and Splits