seeaman/economic-index-structured huggingface dataset:
complete models and simulations, using manual or automated tools, to analyze or predict system performance under different operating conditions.
develop software applications or programming to use for statistical modeling and graphic analysis.
recommend the use of vitamin and mineral supplements to enhance the health of patients and children.
assess the identity, strength, or purity of medications.
write reports or research proposals.
develop and test experimental designs, sampling techniques, and analytical methods.
draft speeches for company executives and arrange interviews and other forms of contact for them.
compile and format image data to increase its usefulness.
interpret data on price, yield, stability, future investment-risk trends, economic influences, and other factors affecting investment programs.
process and review employment applications to evaluate qualifications or eligibility of applicants.
write research reports and other publications to document and communicate research findings.
study methods to improve aspects of foods, such as chemical composition, flavor, color, texture, nutritional value, and convenience.
teach undergraduate level courses.
develop interview techniques, rating scales, and psychological tests used to assess skills, abilities, and interests for the purpose of employee selection, placement, and promotion.
calibrate, troubleshoot, or repair equipment and correct malfunctions as needed.
advise students on academic and vocational curricula, and on career issues.
examine specimens using microscopes to evaluate specimen quality.
provide road information to assist motorists.
prepare and present summaries and analyses of survey data, including tables, graphs, and fact sheets that describe survey techniques and results.
write reports to summarize student performance, social growth, or physical development.
process large amounts of data for statistical modeling and graphic analysis, using computers.
key and program specified commands and engineering specifications into computer system to change functions and test final layout.
record symbols on computer storage media and use computer aided transcription to translate and display them as text.
provide or coordinate troubleshooting support for data warehouses.
compile, analyze, and report data to explain economic phenomena and forecast market trends, applying mathematical models and statistical techniques.
design security policies, programs, or practices to ensure adequate security relating to issues such as protection of assets, alarm response, and access card use.
calculate amount of debt and funds available to plan methods of payoff and to estimate time for debt liquidation.
measure the effectiveness of marketing, advertising, and communications programs and strategies.
recommend new equipment or software packages.
provide clients or family members with information about addiction issues and about available services or programs, making appropriate referrals when necessary.
translate data into numbers, equations, flow charts, graphs, or other forms.
explain services or policies to clients, such as debt management program rules, the advantages and disadvantages of using services, or creditor concession policies.
review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.
review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology.
interpret and explain information such as eligibility requirements, application details, payment methods, and applicants' legal rights.
measure dimensions of products to verify conformance to specifications, using measuring instruments such as rulers, calipers, gauges, or micrometers.
teach patients how to deal constructively with their emotions.
prepare invoices, reports, memos, letters, financial statements, and other documents, using word processing, spreadsheet, database, or presentation software.
recommend methods to increase lifestyle physical activity.
prepare and deliver lectures to undergraduate or graduate students on topics such as organic chemistry, analytical chemistry, and chemical separation.
prepare, administer, and grade tests and assignments to evaluate students' progress.
speak foreign languages to communicate with foreign visitors.
develop and document style guidelines for web site content.
examine physiological, morphological, and cultural characteristics, using microscope, to identify and classify microorganisms in human, water, and food specimens.
develop and implement data extraction procedures from other systems, such as administration, billing, or claims.
develop or configure document management system features, such as user interfaces, access profiles, and document workflow procedures.
counsel and provide guidance to students regarding personal, academic, vocational, or behavioral issues.
document computer security and emergency measures policies, procedures, and tests.
collaborate with web, multimedia, or art design staffs to create multimedia web sites or other internet content that conforms to brand and company visual format.
provide information about the physical and emotional processes involved in the pregnancy, labor, birth, and postpartum periods.
advise students on academic and vocational curricula and career issues.
devise trading, option, or hedge strategies.
develop marketing materials, proposals, or presentation to generate new work opportunities.
develop and maintain computerized record management systems to store and process data such as personnel activities and information, and to produce reports.
document technical functions and specifications for new or proposed content management systems.
assist customers by providing information and resolving their complaints.
collect data through surveys or experimentation.
counsel students regarding educational issues, such as course and program selection, class scheduling and registration, school adjustment, truancy, study habits, and career planning.
mark copy to indicate and correct errors in type, arrangement, grammar, punctuation, or spelling, using standard printers' marks.
administer, dispense, or prescribe natural medicines such as food or botanical extracts, herbs, dietary supplements, vitamins, nutraceuticals, and amino acids.
design software to control robotic systems for applications, such as military defense or manufacturing.
prepare or direct preparation of correspondence, reports, and operations, maintenance, and safety manuals.
promote sales of properties through advertisements, open houses, and participation in multiple listing services.
enter, position, and alter text size, using computers, to make up and arrange pages so that printed materials can be produced.
prepare legal briefs and opinions, and file appeals in state and federal courts of appeal.
consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.
answer customers' questions about merchandise and advise customers on merchandise selection.
plan and conduct research to develop and test theories about societal issues such as crime, group relations, poverty, and aging.
provide assistance in the design of survey instruments such as questionnaires.
develop new principles and new relationships between existing mathematical principles to advance mathematical science.
draw conclusions or make predictions based on data summaries or statistical analyses.
identify relationships and trends in data, as well as any factors that could affect the results of research.
provide educational information about physical therapy or physical therapists, injury prevention, ergonomics, or ways to promote health.
write articles, manuals, and other publications and assist in the distribution of promotional literature about programs and facilities.
develop or manage integrated security controls to ensure confidentiality, accountability, recoverability, or audit ability of sensitive information, proprietary information, or information technology resources.
perform or evaluate research, such as detailed company or industry analyses, to inform financial forecasting, decision making, or valuation.
install updated software, and programs that maintain existing software or provide requested features such as time-correlated call routing.
plan tour itineraries, applying knowledge of travel routes and destination sites.
analyze market conditions to determine optimum times to execute securities transactions.
answer clients' questions about the purposes and details of financial plans and strategies.
conduct research or assist in the conduct of research, including the collection of information and samples, such as blood, water, soil, plants and animals.
synthesize analyses of test results, and use the results to prepare technical reports of findings and recommendations.
develop new chemical engineering processes or production techniques.
enter text into computer keyboard and select the size and style of type, column width, and appropriate spacing for printed materials.
recommend educational materials or resources to clients on matters such as financial planning, budgeting, or credit.
analyze and report computer network security breaches or attempted breaches.
describe merchandise and explain use, operation, and care of merchandise to customers.
diagnose diseases or study medical conditions using techniques such as gross pathology, histology, cytology, cytopathology, clinical chemistry, immunology, flow cytometry, and molecular biology.
explain products or services and prices and demonstrate use of products.
prepare specialty foods such as pizzas, fish and chips, sandwiches, and tacos, following specific methods that usually require short preparation time.
review, classify, and record survey data in preparation for computer analysis.
compile bibliographies and prepare abstracts on subjects of interest to particular organizations or groups.
provide additional instruction in vocational areas.
recommend investments and investment timing to companies, investment firm staff, or the public.
investigate theoretical or conceptual issues, such as the human design considerations of lunar landers or habitats.
trace historical development in a particular field, such as social, cultural, political, or diplomatic history.
prepare detailed network specifications, including diagrams, charts, equipment configurations, or recommended technologies.
plan, describe, arrange, and sell itinerary tour packages and promotional travel incentives offered by various travel carriers.
analyze corporate intelligence data to identify trends, patterns, or warnings indicating threats to security of people, assets, information, or infrastructure.
install and perform minor repairs to hardware, software, or peripheral equipment, following design or installation specifications.
advise or instruct patients regarding preventive dental care, the causes and treatment of dental problems, or oral health care services.
develop individualized treatment plans for patients, considering patient preferences, clinical data, or the risks and benefits of therapies.
formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.
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.
educate patients about maintenance and promotion of healthy vision.
develop, recommend, or manage security procedures for operations or processes, such as security call centers, system acquisition, development, and maintenance, access control, program models, or reporting tools.
compile and analyze data obtained from monitoring or diagnostic tests.
identify and respond to emergency physical or mental health situations.
collaborate with search engine shopping specialists to place marketing content in desired online locations.
train workers in food preparation, and in service, sanitation, and safety procedures.
supply guests or travelers with directions, travel information, and other information, such as available services and points of interest.
analyze problems to develop solutions involving computer hardware and software.
analyze patrons' hair and other physical features to determine and recommend beauty treatment or suggest hair styles.
collect samples of materials or products, checking them to ensure conformance to specifications or sending them to laboratories for analysis.
advise client on interior design factors such as space planning, layout and use of furnishings or equipment, and color coordination.
develop, maintain, and troubleshoot information access aids, such as databases, annotated bibliographies, web pages, electronic pathfinders, software programs, and online tutorials.
investigate products or markets to determine areas for opportunity or viability for merchandising specific products, using online or offline sources.
perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.
document all database changes, modifications, or problems.
interpret diagnostic test results to make appropriate differential diagnoses.
write instructional articles on designated subjects.
prepare, analyze, and verify annual reports, financial statements, and other records, using accepted accounting and statistical procedures to assess financial condition and facilitate financial planning.
evaluate effects of drugs, gases, pesticides, parasites, and microorganisms at various levels.
identify or classify species of insects or allied forms, such as mites or spiders.
provide customer support and education, working with users to identify needs, determine sources of problems, or to provide information on product use.
develop data model describing data elements and how they are used, following procedures and using pen, template or computer software.
review papers for publication in journals.
develop curriculum and prepare manuals, visual aids, course outlines, and other materials used in teaching.
analyze complex systems to determine potential for further development, production, interoperability, compatibility, or usefulness in a particular area, such as aviation.
interpret results of financial analysis procedures.
provide user applications or engineering support or recommendations for new or existing equipment with regard to installation, upgrades, or enhancements.
maintain networks by performing activities such as file addition, deletion, or backup.
develop, implement, modify, and document recordkeeping and accounting systems, making use of current computer technology.
measure velocity, horsepower, revolutions per minute (rpm), amperage, circuitry, and voltage of units or parts to diagnose problems, using ammeters, voltmeters, wattmeters, and other testing devices.
identify potential for loss and develop strategies to eliminate it.
arrange for advertising or posting of job vacancies and notify eligible workers of position availability.
diagnose health conditions based on patients' symptoms and health histories, laboratory and diagnostic radiology test results, or other physiological measurements, such as electrocardiograms and electroencephalographs.
provide technical support for robotic systems.
develop educational materials and programs for community agencies, local government, and state government.
prepare written opinions and decisions.
provide technical support to clients in the implementation of designed instruction or in task analyses and instructional systems design.
advise students on academic and vocational curricula, career issues, and laboratory and field research.
monitor events, trends, and other circumstances, research specific subject areas, attend art exhibitions, and read art publications to develop ideas and keep current on art world activities.
provide applicants with assistance in completing application forms such as those for job referrals or unemployment compensation claims.
administer, proctor, or score academic or diagnostic assessments.
prepare functional or technical documentation for data warehouses.
publish educational information for other pharmacists, doctors, or patients.
develop calibration methodologies, test methodologies, or tools.
determine which topics to research, or pursue research topics specified by clients or employers.
prepare cost estimates for clients.
write drafts of legislative proposals, and prepare speeches, correspondence, and policy papers for governmental use.
develop approaches to the solution of groups' problems, based on research findings in sociology and related disciplines.
determine desired images and picture composition, selecting and adjusting subjects, equipment, and lighting to achieve desired effects.
develop preproduction ideas and incorporate them into outlines, scripts, story boards, and graphics.
collect and analyze data to evaluate the effectiveness of academic programs and other services, such as behavioral management systems.
examine specimens to detect abnormal hormone conditions.
advise and teach students.
perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.
compile, administer, and grade examinations or assign this work to others.
provide clear, detailed descriptions of web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.
advise or assist in obtaining patents or meeting other legal requirements.
develop or maintain cost estimates, forecasts, or cost models.
perform experiments and computer modeling to study the nature, structure, and physical and chemical properties of metals and their alloys, and their responses to applied forces.
provide technical guidance or support to customers on topics such as nanosystem start-up, maintenance, or use.
listen to and resolve customer complaints regarding services, products, or personnel.
collaborate with management or users to develop e-commerce strategies and to integrate these strategies with web sites.
conduct demonstrations to teach such skills as sports, dancing, and handicrafts.
provide statistical and computational tools for biologically based activities such as genetic analysis, measurement of gene expression, and gene function determination.
read current scientific or trade literature to stay abreast of scientific, industrial, or technological advances.
write technical reports or other documentation, such as handbooks or bulletins, for use by engineering staff, management, or customers.
explain the origins and physical, social, or cultural development of humans, including physical attributes, cultural traditions, beliefs, languages, resource management practices, and settlement patterns.
test and analyze samples to determine their content and characteristics, using laboratory apparatus or testing equipment.
test performance of electromechanical assemblies, using test instruments such as oscilloscopes, electronic voltmeters, or bridges.
compose and edit scripts or provide screenwriters with story outlines from which scripts can be written.
prepare and draft legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts.
formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.
examine objects to be included in exhibits in order to plan where and how to display them.
investigate characteristics such as cost, performance, or process capability of potential microelectromechanical systems (mems) device designs, using simulation or modeling software.
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.
counsel clients or patients, individually or in group sessions, to assist in overcoming dependencies, adjusting to life, or making changes.
instruct others in the selection and use of bioinformatics tools.
prepare reports or correspondence concerning project specifications, activities, or status.
review and approve proofs submitted by composing room prior to publication production.
conduct nutritional assessments of individuals, including obtaining and evaluating individuals' dietary histories, to plan nutritional programs.
compile, sort and verify the accuracy of data before it is entered.
treat patients' symptoms with alternative health care methods such as herbs and hydrotherapy.
determine size and arrangement of illustrative material and copy, and select style and size of type.
design and produce displays and materials that can be used to decorate windows, interior displays, or event locations such as streets and fairgrounds.
create visual representations of geospatial data using complex procedures, such as analytical modeling, three-dimensional renderings, or plot creation.
design and implement warehouse database structures.
confer with customers and engineers to assess equipment needs and to determine system requirements.
plan and develop curricula and materials for training programs and conduct training.
prepare data analysis listings and activity, performance, or progress reports.
prepare reports of activities, evaluations, recommendations, or decisions.
analyze the layout, instrumentation, or function of electrical generation or transmission facilities.
counsel clients and patients in individual and group sessions to help them overcome dependencies, recover from illness, and adjust to life.
estimate labor, material, or construction costs for budget preparation purposes.
collect and analyze data, such as studying old records, tallying the number of outpatients entering each day or week, or participating in federal, state, or local population surveys as a census enumerator.
confer with scientists or engineers to conduct analyses of research projects, interpret test results, or develop nonstandard tests.
estimate amounts and costs of required supplies, such as food and ingredients.
configure security settings or access permissions for groups or individuals.
manipulate and enhance scanned or digital images to create desired effects, using computers and specialized software.
answer inquiries pertaining to hotel services, guest registration, and travel directions, or make recommendations regarding shopping, dining, or entertainment.
coach client representatives in effective communication with the public or with employees.
plan or develop research models, using knowledge of mathematical and statistical concepts.
provide instructions to clients on how to obtain help with legal, financial, and other personal issues.
write software programs for microcontrollers or computers in machine, assembly, or other languages.
evaluate and grade students' class work, assignments, papers, and oral presentations.
recommend changes that could improve service and increase operational efficiency.
review papers for colleagues and scientific journals.
prepare specifications, designs, or sketches for machines, components, or systems related to the generation, transmission, or use of mechanical or fluid energy.
retrieve, separate and sort program output as needed, and send data to specified users.
perform system analysis, data analysis or programming, using a variety of computer languages and procedures.
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.
structure or negotiate deals, such as corporate mergers, sales, or acquisitions.
assess risks to mitigate potential consequences of incidents and develop a plan to respond to incidents.
contact prospective customers to determine customer needs, present information, or explain available services.
develop system interaction or sequence diagrams.
collect information about clients through interviews, observation, or tests.