task_name
stringlengths 21
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| validation
float64 0
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| learning
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0.95
| filtered
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1
|
---|---|---|---|---|---|---|
develop and maintain computerized record management systems to store and process data such as personnel activities and information, and to produce reports.
| 0.294118 | 0.13369 | 0.286096 | 0 | 0.248663 | 0.037433 |
develop and maintain departmental policies, procedures, objectives, or patient care standards based on evidence-based practice guidelines or expert opinion.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop and maintain design level documentation, including mechanics, guidelines, and mission outlines.
| 0 | 0 | 0.571429 | 0 | 0 | 0.428571 |
develop and maintain the company's corporate image and identity, which includes the use of logos and signage.
| 0.022936 | 0.255352 | 0.591743 | 0 | 0.091743 | 0.038226 |
develop and modify astronomy-related programs for public presentation.
| 0.023913 | 0.413043 | 0.120652 | 0.045652 | 0.341304 | 0.055435 |
develop and organize training manuals, multimedia visual aids, and other educational materials.
| 0 | 0.6 | 0 | 0 | 0 | 0.4 |
develop and participate in health promotion programs, group activities, or discussions to promote client health, facilitate social adjustment, alleviate stress, and prevent physical or mental disability.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop and present health education and promotion programs, such as training workshops, conferences, and school or community presentations.
| 0 | 0.516129 | 0 | 0 | 0 | 0.483871 |
develop and test experimental designs, sampling techniques, and analytical methods.
| 0 | 0.319149 | 0.361702 | 0 | 0 | 0.319149 |
develop and test theories concerning the origin and development of past cultures.
| 0 | 0.340909 | 0 | 0 | 0 | 0.659091 |
develop and test theories, using information from interviews, newspapers, periodicals, case law, historical papers, polls, or statistical sources.
| 0 | 0.179245 | 0.169811 | 0 | 0.622642 | 0.028302 |
develop and write procedures for installation, use, or troubleshooting of communications hardware or software.
| 0 | 0.263158 | 0 | 0 | 0.438596 | 0.298246 |
develop application-specific software.
| 0.138162 | 0.451613 | 0.237371 | 0 | 0.155204 | 0.017651 |
develop applied software for the analysis and interpretation of geological data.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop approaches to the solution of groups' problems, based on research findings in sociology and related disciplines.
| 0.072072 | 0.167568 | 0.228829 | 0.045045 | 0.47027 | 0.016216 |
develop biocatalytic processes to convert biomass to fuels or fine chemicals, using enzymes of bacteria, yeast, or other microorganisms.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop briefings, brochures, multimedia presentations, web pages, promotional products, technical illustrations, and computer artwork for use in products, technical manuals, literature, newsletters, and slide shows.
| 0.021433 | 0.370395 | 0.536169 | 0.006028 | 0.052244 | 0.013731 |
develop budgets or approve expenditures for supplies, materials, or human resources, ensuring that materials, labor, or equipment are used efficiently to meet production targets.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.
| 0 | 0.428571 | 0.52381 | 0 | 0 | 0.047619 |
develop calibration methodologies, test methodologies, or tools.
| 0.218182 | 0.163636 | 0.272727 | 0 | 0.281818 | 0.063636 |
develop classroom-based and distance learning training courses, using needs assessments and skill level analyses.
| 0 | 0.36 | 0.54 | 0 | 0 | 0.1 |
develop client relationships and communicate with clients to explain proposals, present research findings, establish specifications, or discuss project status.
| 0 | 0 | 0.576923 | 0 | 0 | 0.423077 |
develop client treatment plans based on research, clinical experience, and client histories.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop communications materials, advertisements, presentations, or public relations initiatives to promote awareness of green products and technologies.
| 0 | 0.293296 | 0.617318 | 0 | 0.044693 | 0.044693 |
develop comprehensive plans for immediate and long-term rehabilitation including therapeutic exercise; speech and occupational therapy; counseling; cognitive retraining; patient, family or caregiver education; or community reintegration.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop computational methods for solving problems that occur in areas of science and engineering or that come from applications in business or industry.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop computer information resources, providing for data security and control, strategic computing, and disaster recovery.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop computer models to address transportation planning issues.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop concepts or creative ideas for craft objects.
| 0 | 0.345992 | 0.50211 | 0 | 0.092827 | 0.059072 |
develop conceptual designs of security systems.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop conceptual, logical, or physical network designs.
| 0 | 0.238938 | 0.433628 | 0 | 0.238938 | 0.088496 |
develop contacts with individuals and organizations, and apply effective strategies and techniques to ensure their clients' success.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop criteria for the design and modification of survey instruments.
| 0 | 0.376623 | 0.428571 | 0 | 0.136364 | 0.058442 |
develop curricula and plan course content and methods of instruction.
| 0 | 0.434783 | 0.43734 | 0 | 0.086957 | 0.040921 |
develop curricula, and recommend curricula revisions and additions.
| 0 | 0.37963 | 0.513889 | 0 | 0.069444 | 0.037037 |
develop curriculum and prepare manuals, visual aids, course outlines, and other materials used in teaching.
| 0 | 0.480272 | 0.447619 | 0 | 0.039456 | 0.032653 |
develop data model describing data elements and how they are used, following procedures and using pen, template or computer software.
| 0.095238 | 0.257143 | 0.314286 | 0 | 0.280952 | 0.052381 |
develop data models and databases.
| 0.125888 | 0.254822 | 0.295431 | 0.035533 | 0.278173 | 0.010152 |
develop data models for applications, metadata tables, views or related database structures.
| 0.151786 | 0.200893 | 0.303571 | 0.0625 | 0.265625 | 0.015625 |
develop data warehouse process models, including sourcing, loading, transformation, and extraction.
| 0.174312 | 0.238532 | 0.229358 | 0 | 0.321101 | 0.036697 |
develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.
| 0.132316 | 0.122137 | 0.259542 | 0.038168 | 0.437659 | 0.010178 |
develop databases that support web applications and web sites.
| 0.177546 | 0.208877 | 0.229765 | 0 | 0.368146 | 0.015666 |
develop defense plans or tactics, using intelligence and other information.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop designs using specialized computer software.
| 0 | 0.441176 | 0 | 0 | 0 | 0.558824 |
develop disaster recovery plans.
| 0 | 0 | 0.395349 | 0 | 0 | 0.604651 |
develop economic models, forecasts, or scenarios to predict future economic and environmental outcomes.
| 0 | 0.292683 | 0.329268 | 0 | 0.317073 | 0.060976 |
develop educational materials and programs for community agencies, local government, and state government.
| 0 | 0.442379 | 0.457249 | 0 | 0.05948 | 0.040892 |
develop environmental management or restoration plans for sites with power transmission lines, natural gas pipelines, fuel refineries, geothermal plants, wind farms, or solar farms.
| 0 | 0 | 0.442623 | 0 | 0.245902 | 0.311475 |
develop exercise programs to improve participant strength, flexibility, endurance, or circulatory functioning, in accordance with exercise science standards, regulatory requirements, and credentialing requirements.
| 0.061758 | 0.346793 | 0.263658 | 0 | 0.31829 | 0.009501 |
develop factors such as themes, plots, characterizations, psychological analyses, historical environments, action, and dialogue, to create material.
| 0.017206 | 0.570544 | 0.305575 | 0 | 0.025465 | 0.081211 |
develop financial plans, based on analysis of clients' financial status.
| 0 | 0.299363 | 0.426752 | 0 | 0.216561 | 0.057325 |
develop formal documentation for microelectromechanical systems (mems) devices, including quality assurance guidance, quality control protocols, process control checklists, data collection, or reporting.
| 0 | 0 | 0.4 | 0 | 0 | 0.6 |
develop graphics and layouts for product illustrations, company logos, and web sites.
| 0 | 0.279279 | 0.621622 | 0 | 0 | 0.099099 |
develop ideas for creating dances, keeping notes and sketches to record influences.
| 0.019789 | 0.55409 | 0.344327 | 0 | 0.036939 | 0.044855 |
develop ideas for programs and features that a station could produce.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop implementation plans that include analyses such as cost-benefit or return on investment (roi).
| 0 | 0 | 0.666667 | 0 | 0 | 0.333333 |
develop in-service educational materials.
| 0 | 0.384615 | 0.538462 | 0 | 0 | 0.076923 |
develop individual treatment plans and strategies.
| 0 | 0.375 | 0.5 | 0 | 0 | 0.125 |
develop individualized treatment plans for patients, considering patient preferences, clinical data, or the risks and benefits of therapies.
| 0.105263 | 0.284211 | 0.252632 | 0 | 0.352632 | 0.005263 |
develop instruction or training roadmaps for online and blended learning programs.
| 0 | 0.310345 | 0.367816 | 0 | 0.206897 | 0.114943 |
develop instructional materials and conduct in-service and community-based educational programs.
| 0 | 0.37156 | 0.463303 | 0 | 0.100917 | 0.06422 |
develop instructional materials and products for technology-based redesign of courses.
| 0 | 0.512727 | 0.309091 | 0 | 0.130909 | 0.047273 |
develop instructional materials for the public and make presentations to citizens' groups to provide information on emergency plans and their implementation processes.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop instructional materials to be used by educators and instructors.
| 0.025586 | 0.429993 | 0.473348 | 0 | 0.047619 | 0.023454 |
develop instructional materials, such as lesson plans, handouts, or examinations.
| 0.013385 | 0.437478 | 0.494716 | 0.003698 | 0.041036 | 0.009687 |
develop instrumentation and software for astronomical observation and analysis.
| 0.183857 | 0.318386 | 0.174888 | 0.076233 | 0.206278 | 0.040359 |
develop internal control policies, guidelines, and procedures for activities such as budget administration, cash and credit management, and accounting.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop interview techniques, rating scales, and psychological tests used to assess skills, abilities, and interests for the purpose of employee selection, placement, and promotion.
| 0 | 0.401826 | 0.452055 | 0 | 0.114155 | 0.031963 |
develop job specifications, job descriptions, or work schedules.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop manuals, texts, workbooks, or related materials for use in conjunction with production materials or for training.
| 0 | 0.372093 | 0.569767 | 0 | 0 | 0.05814 |
develop manuals, texts, workbooks, or related materials for use in conjunction with production materials.
| 0 | 0.412698 | 0.539683 | 0 | 0 | 0.047619 |
develop marketing materials, proposals, or presentation to generate new work opportunities.
| 0 | 0.355072 | 0.565217 | 0 | 0 | 0.07971 |
develop marketing plans for finished products, collaborating with sales associates to supervise product distribution.
| 0 | 0.37931 | 0.465517 | 0 | 0 | 0.155172 |
develop marketing strategies to compete with other individuals or companies who sell insurance.
| 0 | 0.325301 | 0.493976 | 0 | 0 | 0.180723 |
develop master course documentation or manuals according to applicable accreditation, certification, or other requirements.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.
| 0.136842 | 0.265789 | 0.226316 | 0 | 0.328947 | 0.042105 |
develop measurement tools to evaluate the effectiveness of instruction or training interventions.
| 0 | 0.355769 | 0.461538 | 0 | 0 | 0.182692 |
develop methods for integrating different products so they work properly together such as customizing commercial databases to fit specific needs.
| 0.163435 | 0.174515 | 0.227147 | 0 | 0.409972 | 0.024931 |
develop methods to improve employment policies, processes, and practices, and recommend changes to management.
| 0 | 0.373333 | 0.466667 | 0 | 0 | 0.16 |
develop methods to monitor employee satisfaction with policies or working conditions, including grievance or complaint procedures.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop models or computer simulations of human biobehavioral systems to obtain data for measuring or controlling life processes.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop network-related documentation.
| 0 | 0 | 0 | 0 | 0.4 | 0.6 |
develop new business by contacting potential clients, making sales presentations, and writing proposals.
| 0 | 0.278689 | 0.57377 | 0 | 0 | 0.147541 |
develop new chemical engineering processes or production techniques.
| 0 | 0.309524 | 0.297619 | 0 | 0.321429 | 0.071429 |
develop new or improved methods or products for controlling or eliminating weeds, crop diseases, or insect pests.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop new or improved ways of preserving, processing, packaging, storing, and delivering foods, using knowledge of chemistry, microbiology, and other sciences.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop new principles and new relationships between existing mathematical principles to advance mathematical science.
| 0.02926 | 0.337349 | 0.13253 | 0.070568 | 0.388985 | 0.041308 |
develop new recipes for baked goods.
| 0 | 0.333333 | 0.236111 | 0 | 0.347222 | 0.083333 |
develop new software applications or customize existing applications to meet specific scientific project needs.
| 0.136723 | 0.463277 | 0.238418 | 0 | 0.146893 | 0.014689 |
develop new styles and techniques.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop or adopt new tests or instruments to improve diagnosis of diseases.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop or analyze information to assess the current or future financial status of firms.
| 0.074169 | 0.297954 | 0.2711 | 0.030691 | 0.292839 | 0.033248 |
develop or apply data mining and machine learning algorithms.
| 0.143561 | 0.221372 | 0.205032 | 0.031384 | 0.376735 | 0.021917 |
develop or approve project plans, schedules, or budgets.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop or assist in the development of transportation-related computer software or computer processes.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop or configure document management system features, such as user interfaces, access profiles, and document workflow procedures.
| 0.140351 | 0.201754 | 0.289474 | 0 | 0.263158 | 0.105263 |
develop or coordinate fitness and wellness programs or services.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop or deliver proposals or presentations on topics such as the purchase or sale of energy.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop or deliver training programs for health information technology, creating operating manuals as needed.
| 0 | 0 | 0 | 0 | 0 | 1 |
develop or direct development of offering documents or marketing materials.
| 0 | 0.317073 | 0.573171 | 0 | 0 | 0.109756 |
Subsets and Splits
Child Education Assessment Summary
The query provides insights into the variability and average quality of feedback dimensions related to child assessments and education tasks.
Top Tasks by Percentage
Visualizes the distribution of percentages for different tasks with a bar chart, highlighting the top 100 tasks by percentage.
Task Name Contains Students
Retrieves a limited number of records where the task name contains 'students', providing basic filtering with minimal analytical value.
Marketing Tasks Subset
Retrieves the first 100 records where the task name includes "marketing", offering basic filtering with limited analytical value.
Top Tasks by Percentage
This query provides a basic visualization of task percentages with a bar chart representation, offering limited analytical value.