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
|
---|---|---|---|---|---|---|
operate or oversee operation of radiologic or magnetic imaging equipment to produce images of the body for diagnostic purposes.
| 0 | 0 | 0 | 0 | 0 | 1 |
operate spreadsheet programs and other types of software to load and manipulate data and to produce reports.
| 0.2 | 0.230435 | 0.265217 | 0 | 0.291304 | 0.013043 |
operate testing equipment, such as heat stress meters, octave band analyzers, motion analysis equipment, inclinometers, light meters, velometers, sling psychrometers, or colormetric detection tubes.
| 0 | 0 | 0 | 0 | 0.57377 | 0.42623 |
operate typing, adding, calculating, or billing machines.
| 0 | 0.608696 | 0.26087 | 0 | 0 | 0.130435 |
operate underwater video, sonar, recording, or related equipment to investigate underwater structures or marine life.
| 0 | 0 | 0 | 0 | 0 | 1 |
optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (seo) or for display and usability on internet-connected devices.
| 0 | 0.405488 | 0.429878 | 0.060976 | 0.07622 | 0.027439 |
optimize shopping cart experience or web site conversion rates against key performance indicators (kpis).
| 0 | 0.269231 | 0.25641 | 0 | 0.320513 | 0.153846 |
optimize web site exposure by analyzing search engine patterns to direct online placement of keywords or other content.
| 0 | 0 | 0.489362 | 0 | 0 | 0.510638 |
organize and display students' work in a manner appropriate for their perceptual skills.
| 0 | 0.531532 | 0.405405 | 0 | 0 | 0.063063 |
organize and label materials and display students' work.
| 0 | 0.496689 | 0.430464 | 0 | 0 | 0.072848 |
organize and lead activities designed to promote physical, mental, and social development, such as games, arts and crafts, music, and storytelling.
| 0 | 0.391304 | 0.42029 | 0 | 0 | 0.188406 |
organize and lead activities designed to promote physical, mental, and social development, such as games, arts and crafts, music, storytelling, and field trips.
| 0 | 0.586207 | 0 | 0 | 0 | 0.413793 |
organize and maintain periodicals and reference materials.
| 0 | 0.673913 | 0 | 0 | 0 | 0.326087 |
organize and string together raw footage into a continuous whole according to scripts or the instructions of directors and producers.
| 0 | 0.589744 | 0 | 0 | 0 | 0.410256 |
organize and work with detailed office or warehouse records, maintaining files for each policyholder, including policies that are to be reinstated or cancelled.
| 0 | 0.735294 | 0 | 0 | 0 | 0.264706 |
organize archival records and develop classification systems to facilitate access to archival materials.
| 0 | 0.538462 | 0 | 0 | 0 | 0.461538 |
organize collections of books, publications, documents, audio-visual aids, and other reference materials for convenient access.
| 0 | 0.483051 | 0.262712 | 0 | 0.237288 | 0.016949 |
organize data, and analyze and interpret its authenticity and relative significance.
| 0 | 0.388889 | 0.269841 | 0 | 0.174603 | 0.166667 |
organize information for publication and for other means of dissemination, such as use in cd-roms or internet sites.
| 0 | 0.534778 | 0.392246 | 0 | 0.030787 | 0.042189 |
organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.
| 0.011742 | 0.380087 | 0.456008 | 0.033778 | 0.105839 | 0.012546 |
organize or engage in interfaith, community, civic, educational, or recreational activities sponsored by or related to religious programs.
| 0 | 0 | 0 | 0 | 0 | 1 |
organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data.
| 0 | 0 | 0 | 0 | 0 | 1 |
organize production and design of curriculum materials.
| 0 | 0.538889 | 0.427778 | 0 | 0 | 0.033333 |
organize public exhibits and displays to promote public awareness of diverse and distinctive cultural traditions.
| 0 | 0.366197 | 0.401408 | 0 | 0.172535 | 0.059859 |
oversee or provide expertise on manufacturing, assembly, or fabrication processes.
| 0 | 0 | 0 | 0 | 0 | 1 |
oversee the flow of cash or financial instruments.
| 0 | 0 | 0 | 0 | 0 | 1 |
participate in all levels of bioproduct development, including proposing new products, performing market analyses, designing and performing experiments, and collaborating with operations and quality control teams during product launches.
| 0 | 0 | 0 | 0 | 0 | 1 |
participate in campus and community events, such as giving presentations to the public.
| 0 | 0.473684 | 0.350877 | 0 | 0.157895 | 0.017544 |
participate in campus and community events.
| 0 | 0.403846 | 0.307692 | 0 | 0 | 0.288462 |
participate in cultural and literary activities, such as traveling abroad and attending performing arts events.
| 0 | 0 | 0 | 0 | 0.661765 | 0.338235 |
participate in mediation and dispute resolution.
| 0 | 0.294798 | 0.271676 | 0 | 0.196532 | 0.236994 |
participate in new product planning or market research, including studying the potential need for new products.
| 0 | 0 | 0 | 0 | 0 | 1 |
participate in preparation of product usage and precautionary label instructions.
| 0 | 0 | 0 | 0 | 0 | 1 |
participate in research or testing of computerized automotive applications, such as telemetrics, intelligent transportation systems, artificial intelligence, or automatic control.
| 0 | 0 | 0 | 0 | 0 | 1 |
participate in seminars, workshops, or other professional activities to keep abreast of developments in anesthesiology.
| 0 | 0 | 0 | 0 | 0 | 1 |
participate in student recruitment, registration, and placement activities.
| 0 | 0.625 | 0.1875 | 0 | 0 | 0.1875 |
participate in the administration of municipal elections, such as preparation or distribution of ballots, appointment or training of election officers, or tabulation or certification of results.
| 0 | 0 | 0 | 0 | 0 | 1 |
participate in the development or implementation of clinical trial protocols.
| 0 | 0 | 0 | 0 | 0 | 1 |
participate in the development or implementation of online marketing strategy.
| 0 | 0 | 0 | 0 | 0 | 1 |
participate in the hiring process by reviewing credentials, conducting interviews, or making hiring decisions or recommendations.
| 0 | 0.315217 | 0.543478 | 0 | 0 | 0.141304 |
participate in the inspection, grading, sorting, storage, and post-harvest treatment of crops.
| 0 | 0.363636 | 0 | 0 | 0 | 0.636364 |
participate in the preparation of reports or scientific publications.
| 0 | 0 | 0 | 0 | 0 | 1 |
participate in the recruitment of employees through job fairs, career days, or advertising plans.
| 0 | 0.317308 | 0.5 | 0 | 0 | 0.182692 |
participate in the research, development, or manufacturing of medicinal and pharmaceutical preparations.
| 0 | 0.318681 | 0.252747 | 0 | 0.406593 | 0.021978 |
participate in the work of subordinates to facilitate productivity or to overcome difficult aspects of work.
| 0 | 0.67366 | 0.221445 | 0 | 0.037296 | 0.067599 |
perform a variety of duties as requested by client, such as obtaining household supplies or running errands.
| 0 | 0.560976 | 0 | 0 | 0 | 0.439024 |
perform accounting and bookkeeping activities, such as invoicing, maintaining financial records, budgeting, and handling cash.
| 0 | 0.320755 | 0.141509 | 0 | 0.386792 | 0.150943 |
perform accounting duties, such as bookkeeping, billing customers for services, or maintaining inventories.
| 0 | 0.407895 | 0 | 0 | 0.328947 | 0.263158 |
perform accounting duties, such as recording daily cash flow, preparing bank deposits, or generating financial statements.
| 0 | 0.25 | 0 | 0 | 0.478261 | 0.271739 |
perform administrative duties such as serving as department head.
| 0 | 0 | 0 | 0 | 0 | 1 |
perform administrative duties, such as compiling and maintaining records, completing forms, preparing reports, or composing correspondence.
| 0 | 0 | 0 | 0 | 0 | 1 |
perform administrative support tasks, such as proofreading, transcribing handwritten information, or operating calculators or computers to work with pay records, invoices, balance sheets, or other documents.
| 0 | 0 | 0 | 0 | 0 | 1 |
perform administrative tasks such as applying for grants, developing budgets, negotiating contracts, and designing and printing programs and other promotional materials.
| 0 | 0.408163 | 0.489796 | 0 | 0 | 0.102041 |
perform before live audiences, or in television, radio, or movie productions.
| 0 | 0.648649 | 0 | 0 | 0 | 0.351351 |
perform bookkeeping duties, such as credits or collections, preparing and sending financial statements or bills, and keeping financial records.
| 0 | 0 | 0 | 0 | 0 | 1 |
perform clerical duties such as composing, typing and proofreading documents, scheduling appointments and meetings, handling mail and posting public notices.
| 0 | 0.5 | 0 | 0 | 0 | 0.5 |
perform clerical duties such as typing, proofreading, and sorting mail.
| 0 | 0 | 0 | 0 | 0 | 1 |
perform complex calculations as part of the analysis and evaluation of data, using computers.
| 0.086124 | 0.354067 | 0.133971 | 0 | 0.368421 | 0.057416 |
perform computations and apply methods of numerical analysis to data.
| 0 | 0 | 0 | 0 | 0 | 1 |
perform computer programming, data analysis, or software development for geographic information systems (gis) applications, including the maintenance of existing systems or research and development for future enhancements.
| 0.272727 | 0.272727 | 0.272727 | 0 | 0 | 0.181818 |
perform cost-benefit analyses to compare operating programs, review financial requests, or explore alternative financing methods.
| 0 | 0.369048 | 0.297619 | 0 | 0 | 0.333333 |
perform data backups and disaster recovery operations.
| 0 | 0.22449 | 0.193878 | 0 | 0.387755 | 0.193878 |
perform database verifications, using computers.
| 0 | 0 | 0 | 0 | 0.4 | 0.6 |
perform detailed calculations to compute and establish manufacturing, construction, or installation standards or specifications.
| 0 | 0 | 0 | 0 | 0.435897 | 0.564103 |
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.
| 0 | 0.15873 | 0.174603 | 0 | 0.642857 | 0.02381 |
perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.
| 0.082305 | 0.452675 | 0.164609 | 0 | 0.259259 | 0.041152 |
perform general office duties, such as filing, answering telephones, and handling routine correspondence.
| 0 | 0 | 0 | 0 | 0 | 1 |
perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software.
| 0.279805 | 0.214112 | 0.194647 | 0 | 0.255474 | 0.055961 |
perform humorous and serious interpretations of emotions, actions, and situations, using body movements, facial expressions, and gestures.
| 0 | 0.639752 | 0 | 0 | 0 | 0.360248 |
perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source.
| 0.450874 | 0.111288 | 0.068203 | 0.107949 | 0.241017 | 0.020668 |
perform laboratory procedures following protocols including deoxyribonucleic acid (dna) sequencing, cloning and extraction, ribonucleic acid (rna) purification, or gel electrophoresis.
| 0 | 0 | 0 | 0 | 0 | 1 |
perform mathematical modeling of underground or surface water resources, such as floodplains, ocean coastlines, streams, rivers, or wetlands.
| 0 | 0 | 0 | 0 | 0 | 1 |
perform monitoring activities to ensure that ships comply with international regulations and standards for life saving equipment and pollution preventatives.
| 0 | 0 | 0 | 0 | 0 | 1 |
perform narration of productions or present announcements.
| 0 | 0 | 0 | 0 | 0 | 1 |
perform needs assessments or consult with clients to determine the types of research and information required.
| 0 | 0.398148 | 0.240741 | 0 | 0.231481 | 0.12963 |
perform ongoing hardware and software maintenance operations, including installing or upgrading hardware or software.
| 0 | 0.385542 | 0 | 0 | 0.421687 | 0.192771 |
perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.
| 0.289809 | 0.328025 | 0.184713 | 0 | 0.136943 | 0.06051 |
perform or direct web site updates.
| 0 | 0 | 0 | 0 | 0 | 1 |
perform or evaluate research, such as detailed company or industry analyses, to inform financial forecasting, decision making, or valuation.
| 0.078014 | 0.262411 | 0.276596 | 0 | 0.343972 | 0.039007 |
perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (mri), computer tomography (ct), positron emission tomography (pet), nuclear cardiology treadmill studies, mammography, or ultrasound.
| 0 | 0 | 0 | 0 | 0 | 1 |
perform other adjunctive therapies or treatment techniques in addition to massage.
| 0 | 0 | 0 | 0 | 0.457143 | 0.542857 |
perform quality control audits to ensure accuracy, completeness, or proper usage of clinical systems and data.
| 0 | 0 | 0 | 0 | 0 | 1 |
perform risk analyses so that appropriate countermeasures can be developed.
| 0 | 0.238532 | 0.362385 | 0.09633 | 0.279817 | 0.022936 |
perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.
| 0.156989 | 0.15914 | 0.101075 | 0.043011 | 0.535484 | 0.004301 |
perform routine system administrative functions such as troubleshooting, back-ups, and upgrades.
| 0.160056 | 0.249561 | 0.074763 | 0.02106 | 0.411723 | 0.082836 |
perform searches for qualified job candidates, using sources such as computer databases, networking, internet recruiting resources, media advertisements, job fairs, recruiting firms, or employee referrals.
| 0 | 0.390244 | 0.487805 | 0 | 0 | 0.121951 |
perform securities valuation or pricing.
| 0 | 0 | 0 | 0 | 0 | 1 |
perform security analyses of developed or packaged software components.
| 0.106557 | 0.286885 | 0.127049 | 0.106557 | 0.352459 | 0.020492 |
perform spatial analysis and modeling using geographic information system techniques.
| 0 | 0 | 0 | 0 | 0 | 1 |
perform statistical analyses, such as social network pattern analysis, network modeling, discrete event simulation, agent-based modeling, statistical natural language processing, computational sociology, mathematical optimization, or systems dynamics.
| 0 | 0 | 0 | 0 | 0.339623 | 0.660377 |
perform statistical analysis of environmental data.
| 0 | 0 | 0 | 0 | 0 | 1 |
perform support duties such as preparing materials, keeping records, maintaining supplies, and scheduling activities.
| 0 | 0 | 0 | 0 | 0 | 1 |
perform system analysis, data analysis or programming, using a variety of computer languages and procedures.
| 0.051095 | 0.118613 | 0.089416 | 0 | 0.687956 | 0.05292 |
perform systems analysis and programming tasks to maintain and control the use of computer systems software as a systems programmer.
| 0 | 0 | 0 | 0 | 0 | 1 |
perform systems analysis or programming of radio frequency identification device (rfid) technology.
| 0 | 0 | 0 | 0 | 0 | 1 |
photograph objects for documentation.
| 0 | 0.49635 | 0 | 0 | 0.218978 | 0.284672 |
plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.
| 0 | 0.327869 | 0 | 0 | 0.393443 | 0.278689 |
plan and conduct research to develop and test theories about societal issues such as crime, group relations, poverty, and aging.
| 0 | 0 | 0 | 0 | 0.62069 | 0.37931 |
plan and conduct special research projects in area of interest or expertise.
| 0 | 0 | 0.46875 | 0 | 0 | 0.53125 |
plan and conduct teacher training programs and conferences dealing with new classroom procedures, instructional materials and equipment, and teaching aids.
| 0 | 0 | 0 | 0 | 0 | 1 |
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.