task_id
stringlengths 11
11
| task_name
stringlengths 21
305
| global_usage_count
float64 15
47k
| global_usage_pct
float64 0
4.87
| automation_pct
float64 | augmentation_pct
float64 | dominant_collaboration_pattern
stringclasses 5
values | dominant_pattern_pct
float64 15.5
91.4
⌀ | directive_pct
float64 0
89.6
| task_iteration_pct
float64 0
88.2
| learning_pct
float64 0
91.4
| feedback_loop_pct
float64 0
75.9
| validation_pct
float64 0
70.4
| india_usage_count
float64 199
6.62k
⌀ | india_usage_pct
float64 0.49
16.3
⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
task_125024
|
write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies.
| 46,991
| 4.872088
| null | null |
directive
| 47.604861
| 47.604861
| 27.317997
| 5.398906
| 17.605499
| 0.906557
| 6,618
| 16.263239
|
task_315826
|
modify existing software to correct errors, allow it to adapt to new hardware, or to improve its performance.
| 36,813
| 3.81682
| null | null |
directive
| 36.245348
| 36.245348
| 23.589493
| 4.104528
| 32.388015
| 2.262788
| 5,118
| 12.577102
|
task_830406
|
modify existing software to correct errors, to adapt it to new hardware, or to upgrade interfaces and improve performance.
| 26,136
| 2.709815
| null | null |
directive
| 36.267983
| 36.267983
| 23.446587
| 4.181971
| 32.614019
| 2.154117
| 3,594
| 8.831986
|
task_751153
|
diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.
| 23,634
| 2.450404
| null | null |
feedback loop
| 43.306254
| 27.168486
| 3.296099
| 21.490226
| 43.306254
| 2.614877
| 1,601
| 3.934338
|
task_225736
|
correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.
| 20,555
| 2.131169
| null | null |
feedback loop
| 33.850645
| 33.12576
| 19.352955
| 5.585016
| 33.850645
| 6.090975
| 2,663
| 6.544123
|
task_169409
|
design, build, or maintain web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.
| 19,128
| 1.983216
| null | null |
directive
| 49.780427
| 49.780427
| 32.523003
| 4.375784
| 11.208699
| 0.554161
| 2,661
| 6.539208
|
task_322462
|
perform routine system administrative functions such as troubleshooting, back-ups, and upgrades.
| 15,843
| 1.642623
| null | null |
directive
| 36.41987
| 36.41987
| 5.920596
| 26.80048
| 26.011488
| 2.682573
| 861
| 2.115843
|
task_668179
|
assist students who need extra help with their coursework outside of class.
| 11,578
| 1.200422
| null | null |
task iteration
| 39.842805
| 35.817931
| 39.842805
| 13.335637
| 2.21109
| 6.097772
| 566
| 1.390903
|
task_040239
|
write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.
| 10,337
| 1.071754
| null | null |
directive
| 44.471317
| 44.471317
| 25.568347
| 8.745284
| 18.970688
| 0.928703
| 1,039
| 2.553265
|
task_314203
|
edit, standardize, or make changes to material prepared by other writers or establishment personnel.
| 10,249
| 1.06263
| null | null |
directive
| 48.043712
| 48.043712
| 45.389794
| 0.897649
| 0.839106
| 2.780759
| 278
| 0.683164
|
task_236724
|
prepare, rewrite and edit copy to improve readability, or supervise others who do this work.
| 9,617
| 0.997103
| null | null |
task iteration
| 54.590829
| 39.70053
| 54.590829
| 1.091817
| 1.216596
| 2.110845
| 620
| 1.523604
|
task_511473
|
provide private instruction to individual or small groups of students to improve academic performance, improve occupational skills, or prepare for academic or occupational tests.
| 9,433
| 0.978026
| null | null |
learning
| 44.683558
| 28.220078
| 16.908725
| 44.683558
| 1.462949
| 7.325347
| 697
| 1.712825
|
task_039634
|
perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source.
| 8,684
| 0.900368
| null | null |
feedback loop
| 36.031783
| 24.815753
| 9.949332
| 16.616766
| 36.031783
| 9.799632
| 971
| 2.38616
|
task_681626
|
review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.
| 8,602
| 0.891867
| null | null |
directive
| 26.133457
| 26.133457
| 12.764473
| 18.646826
| 24.378052
| 15.891653
| 923
| 2.268203
|
task_898000
|
troubleshoot problems involving office equipment, such as computer hardware and software.
| 8,257
| 0.856097
| null | null |
directive
| 33.292964
| 33.292964
| 4.117718
| 29.005692
| 28.787695
| 2.652295
| 451
| 1.108299
|
task_678207
|
develop instructional materials to be used by educators and instructors.
| 7,445
| 0.771907
| null | null |
directive
| 57.944929
| 57.944929
| 35.782404
| 2.444594
| 1.652116
| 0.873069
| 537
| 1.319637
|
task_296797
|
analyze user needs and software requirements to determine feasibility of design within time and cost constraints.
| 7,401
| 0.767345
| null | null |
learning
| 35.778949
| 31.090393
| 23.37522
| 35.778949
| 2.351034
| 5.174976
| 617
| 1.516231
|
task_709410
|
edit or rewrite existing copy as necessary, and submit copy for approval by supervisor.
| 7,325
| 0.759466
| null | null |
task iteration
| 51.754266
| 42.539249
| 51.754266
| 0.273038
| 0.327645
| 4.914676
| 316
| 0.776546
|
task_802363
|
instruct through lectures, discussions, and demonstrations in one or more subjects, such as english, mathematics, or social studies.
| 6,825
| 0.707625
| null | null |
learning
| 65.875458
| 21.96337
| 7.765568
| 65.875458
| 0.3663
| 3.194139
| 436
| 1.071437
|
task_634287
|
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.
| 6,463
| 0.670092
| null | null |
directive
| 42.488009
| 42.488009
| 9.531177
| 38.155655
| 0.57249
| 8.185053
| null | null |
task_125657
|
instruct individuals in career development techniques such as job search and application strategies, resume writing, and interview skills.
| 6,402
| 0.663768
| null | null |
task iteration
| 55.545142
| 32.052484
| 55.545142
| 6.154327
| 1.35895
| 4.014371
| 565
| 1.388445
|
task_168053
|
confer with clients regarding the nature of the information processing or computation needs a computer program is to address.
| 6,064
| 0.628723
| null | null |
learning
| 56.414908
| 18.782982
| 9.976913
| 56.414908
| 2.391161
| 2.819921
| 365
| 0.89696
|
task_787093
|
develop new software applications or customize existing applications to meet specific scientific project needs.
| 6,013
| 0.623436
| null | null |
directive
| 47.746549
| 47.746549
| 25.877266
| 8.880758
| 15.034093
| 0.881424
| 700
| 1.720198
|
task_217424
|
compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.
| 5,894
| 0.611098
| null | null |
directive
| 47.947065
| 47.947065
| 30.895826
| 16.152019
| 2.052935
| 1.611809
| 579
| 1.422849
|
task_922267
|
develop instructional materials, such as lesson plans, handouts, or examinations.
| 5,682
| 0.589117
| null | null |
directive
| 57.532559
| 57.532559
| 36.818022
| 2.235128
| 1.812742
| 0.739176
| 473
| 1.162362
|
task_672222
|
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.
| 5,268
| 0.546193
| null | null |
directive
| 47.209567
| 47.209567
| 44.400152
| 3.606682
| 2.239939
| 1.11997
| 372
| 0.914162
|
task_464179
|
develop or apply data mining and machine learning algorithms.
| 5,171
| 0.536136
| null | null |
directive
| 34.306711
| 34.306711
| 20.963063
| 25.062851
| 13.227616
| 4.022433
| 631
| 1.550635
|
task_836511
|
reformat documents, moving paragraphs or columns.
| 5,158
| 0.534788
| null | null |
directive
| 78.208608
| 78.208608
| 18.611865
| 0.775494
| 1.143854
| 0.465297
| 232
| 0.570123
|
task_554563
|
write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.
| 5,095
| 0.528256
| null | null |
directive
| 28.773307
| 28.773307
| 24.965653
| 23.022571
| 16.074583
| 5.652601
| 498
| 1.223798
|
task_622815
|
write original or adapted material for dramas, comedies, puppet shows, narration, or other performances.
| 4,972
| 0.515503
| null | null |
directive
| 50.985519
| 50.985519
| 29.263878
| 0.965406
| 1.106195
| 0.442478
| null | null |
task_593269
|
read written materials, such as legal documents, scientific works, or news reports, and rewrite material into specified languages.
| 4,912
| 0.509283
| null | null |
directive
| 65.736971
| 65.736971
| 25.061075
| 4.967427
| 0.793974
| 1.343648
| null | null |
task_507442
|
modify existing programs to enhance efficiency.
| 4,786
| 0.496219
| null | null |
directive
| 47.743418
| 47.743418
| 29.231091
| 5.014626
| 13.121605
| 2.987881
| 617
| 1.516231
|
task_265306
|
answer customers' questions, and provide information on procedures or policies.
| 4,755
| 0.493005
| null | null |
directive
| 29.716088
| 29.716088
| 5.299685
| 29.106204
| 1.997897
| 3.049422
| null | null |
task_625458
|
search electronic sources, such as databases or repositories, or manual sources for information.
| 4,681
| 0.485332
| null | null |
directive
| 46.272164
| 46.272164
| 11.108737
| 30.99765
| 3.866695
| 5.319376
| null | null |
task_361425
|
review class material with students by discussing text, working solutions to problems, or reviewing worksheets or other assignments.
| 4,556
| 0.472372
| null | null |
directive
| 40.605795
| 40.605795
| 30.860404
| 15.035119
| 1.865672
| 10.206321
| 204
| 0.501315
|
task_474881
|
write supporting code for web applications or web sites.
| 4,492
| 0.465736
| null | null |
directive
| 41.540516
| 41.540516
| 29.964381
| 10.618878
| 15.382903
| 1.090828
| 558
| 1.371243
|
task_014487
|
conduct searches to find needed information, using such sources as the internet.
| 3,914
| 0.405809
| null | null |
directive
| 65.482882
| 65.482882
| 6.412877
| 18.242207
| 3.525805
| 2.22279
| null | null |
task_904656
|
write, design, or edit web page content, or direct others producing content.
| 3,808
| 0.394818
| null | null |
directive
| 51.680672
| 51.680672
| 42.305672
| 0.761555
| 1.181723
| 2.521008
| null | null |
task_714862
|
organize information for publication and for other means of dissemination, such as use in cd-roms or internet sites.
| 3,796
| 0.393574
| null | null |
directive
| 66.438356
| 66.438356
| 26.290832
| 1.923077
| 0.711275
| 0.553214
| null | null |
task_664863
|
read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.
| 3,738
| 0.387561
| null | null |
learning
| 77.233815
| 14.82076
| 2.541466
| 77.233815
| 1.76565
| 1.605136
| 249
| 0.611899
|
task_010121
|
determine sources of web page or server problems, and take action to correct such problems.
| 3,504
| 0.363299
| null | null |
feedback loop
| 45.947489
| 20.91895
| 6.906393
| 22.146119
| 45.947489
| 2.996575
| 213
| 0.523432
|
task_829775
|
use computers for various applications, such as database management or word processing.
| 3,467
| 0.359463
| null | null |
directive
| 67.926161
| 67.926161
| 6.14364
| 14.854341
| 3.143928
| 0.634554
| null | null |
task_400182
|
assess the usefulness of pre-developed application packages and adapt them to a user environment.
| 3,402
| 0.352724
| null | null |
learning
| 38.947678
| 37.213404
| 13.697825
| 38.947678
| 5.673133
| 2.910053
| null | null |
task_745925
|
develop factors such as themes, plots, characterizations, psychological analyses, historical environments, action, and dialogue, to create material.
| 3,390
| 0.35148
| null | null |
directive
| 54.454277
| 54.454277
| 27.020649
| 2.035398
| 1.00295
| 0.501475
| null | null |
task_184629
|
conduct classes, workshops, and demonstrations to teach principles, techniques, or methods in subjects, such as basic english language skills, life skills, and workforce entry skills.
| 3,311
| 0.343289
| null | null |
learning
| 52.189671
| 25.400181
| 9.604349
| 52.189671
| 0.453035
| 10.570825
| null | null |
task_928656
|
conduct classes, workshops, and demonstrations, and provide individual instruction to teach topics and skills such as cooking, dancing, writing, physical fitness, photography, personal finance, and flying.
| 3,295
| 0.34163
| null | null |
learning
| 54.264036
| 27.040971
| 10.591806
| 54.264036
| 1.487102
| 2.518968
| null | null |
task_281583
|
research, compile, analyze and organize information from maps, reports, investigations, and books for use in reports and special projects.
| 3,279
| 0.339971
| null | null |
directive
| 40.896615
| 40.896615
| 24.885636
| 28.331808
| 1.555352
| 3.110704
| null | null |
task_407966
|
provide information and advice to the public regarding the selection, purchase, and care of products.
| 3,277
| 0.339764
| null | null |
directive
| 43.790052
| 43.790052
| 25.633201
| 16.356424
| 4.546842
| 7.140677
| null | null |
task_455275
|
guide clients in the development of skills or strategies for dealing with their problems.
| 3,241
| 0.336031
| null | null |
learning
| 33.847578
| 23.356989
| 22.863314
| 33.847578
| 2.869485
| 8.454181
| null | null |
task_465520
|
organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.
| 3,196
| 0.331365
| null | null |
directive
| 45.556946
| 45.556946
| 39.267835
| 11.326658
| 1.001252
| 1.376721
| null | null |
task_046337
|
conduct logical analyses of business, scientific, engineering, and other technical problems, formulating mathematical models of problems for solution by computers.
| 3,192
| 0.330951
| null | null |
learning
| 35.213033
| 30.482456
| 21.491228
| 35.213033
| 6.296992
| 4.824561
| 263
| 0.646303
|
task_445850
|
develop transactional web applications, using web programming software and knowledge of programming languages, such as hypertext markup language (html) and extensible markup language (xml).
| 3,176
| 0.329292
| null | null |
directive
| 51.605793
| 51.605793
| 26.38539
| 7.147355
| 13.035264
| 0
| 469
| 1.152532
|
task_523414
|
provide technical guidance or support for the development or troubleshooting of systems.
| 3,117
| 0.323175
| null | null |
learning
| 53.448829
| 17.356432
| 17.420597
| 53.448829
| 6.03144
| 4.331088
| 217
| 0.533261
|
task_260075
|
write narrative, dramatic, lyric, or other types of poetry for publication.
| 3,041
| 0.315295
| null | null |
directive
| 45.445577
| 45.445577
| 27.523841
| 0.92075
| 0.657678
| 0.854982
| null | null |
task_778539
|
provide professional consulting services to government or industry.
| 3,016
| 0.312703
| null | null |
task iteration
| 32.791777
| 29.708223
| 32.791777
| 27.586207
| 2.022546
| 6.366048
| null | null |
task_262002
|
write advertising copy for use by publication, broadcast, or internet media to promote the sale of goods and services.
| 2,949
| 0.305756
| null | null |
task iteration
| 57.205832
| 38.826721
| 57.205832
| 0.542557
| 1.559851
| 1.186843
| null | null |
task_167203
|
test programs or databases, correct errors, and make necessary modifications.
| 2,919
| 0.302646
| null | null |
feedback loop
| 46.14594
| 24.803015
| 10.654334
| 9.181226
| 46.14594
| 7.673861
| 356
| 0.874843
|
task_245445
|
design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcome and consequences of design.
| 2,855
| 0.29601
| null | null |
directive
| 38.528897
| 38.528897
| 33.380035
| 19.404553
| 5.674256
| 2.276708
| 296
| 0.727398
|
task_249398
|
provide feedback and recommendations to developers on software usability and functionality.
| 2,816
| 0.291967
| null | null |
learning
| 41.15767
| 18.430398
| 10.795455
| 41.15767
| 6.072443
| 19.673295
| 215
| 0.528346
|
task_974753
|
develop application-specific software.
| 2,627
| 0.272371
| null | null |
directive
| 54.244385
| 54.244385
| 23.86753
| 9.897221
| 9.364294
| 0.875523
| 317
| 0.779004
|
task_116707
|
perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.
| 2,626
| 0.272267
| null | null |
directive
| 47.220107
| 47.220107
| 25.171363
| 6.816451
| 15.308454
| 3.427266
| 312
| 0.766717
|
task_674424
|
select and edit documents for publication and display, applying knowledge of subject, literary expression, and presentation techniques.
| 2,624
| 0.27206
| null | null |
directive
| 59.45122
| 59.45122
| 28.239329
| 2.057927
| 0.762195
| 2.782012
| null | null |
task_807001
|
conduct internet-based and library research.
| 2,609
| 0.270505
| null | null |
directive
| 44.576466
| 44.576466
| 12.380222
| 33.00115
| 2.376389
| 5.596014
| null | null |
task_304754
|
provide occupational, educational, and other information to individuals so that they can make educational and vocational plans.
| 2,580
| 0.267498
| null | null |
learning
| 46.589147
| 28.488372
| 18.527132
| 46.589147
| 1.782946
| 2.906977
| 231
| 0.567665
|
task_470434
|
respond to program error messages by finding and correcting problems or terminating the program.
| 2,540
| 0.263351
| null | null |
feedback loop
| 41.023622
| 26.692913
| 9.448819
| 15.19685
| 41.023622
| 4.566929
| 252
| 0.619271
|
task_648108
|
read, evaluate and edit manuscripts or other materials submitted for publication and confer with authors regarding changes in content, style or organization, or publication.
| 2,505
| 0.259722
| null | null |
task iteration
| 37.245509
| 23.193613
| 37.245509
| 11.576846
| 1.077844
| 24.550898
| null | null |
task_973859
|
modify existing databases and database management systems or direct programmers and analysts to make changes.
| 2,462
| 0.255263
| null | null |
directive
| 34.849716
| 34.849716
| 27.497969
| 5.970755
| 26.766856
| 3.736799
| 199
| 0.489028
|
task_280412
|
analyze organic or inorganic compounds to determine chemical or physical properties, composition, structure, relationships, or reactions, using chromatography, spectroscopy, or spectrophotometry techniques.
| 2,461
| 0.25516
| null | null |
learning
| 50.26412
| 27.143438
| 11.458757
| 50.26412
| 3.697684
| 6.298253
| null | null |
task_984108
|
answer customers' questions about products, prices, availability, or credit terms.
| 2,443
| 0.253293
| null | null |
directive
| 40.851412
| 40.851412
| 12.812116
| 33.237822
| 2.988129
| 1.923864
| null | null |
task_184762
|
provide professional consulting services to government, educational institutions, or industry.
| 2,346
| 0.243236
| null | null |
task iteration
| 34.398977
| 28.729753
| 34.398977
| 25.660699
| 2.046036
| 7.331628
| null | null |
task_813346
|
consult with multiple stakeholders to define requirements and implement online features.
| 2,333
| 0.241888
| null | null |
learning
| 57.60823
| 17.873982
| 13.116159
| 57.60823
| 3.643378
| 3.94342
| null | null |
task_121228
|
help programmers and systems analysts test and debug new programs.
| 2,298
| 0.23826
| null | null |
learning
| 32.985205
| 22.106179
| 6.91906
| 32.985205
| 30.374238
| 5.265448
| 210
| 0.516059
|
task_826320
|
revise programs or tapes to eliminate errors, and retest programs to check that problems have been solved.
| 2,265
| 0.234838
| null | null |
feedback loop
| 45.562914
| 29.403974
| 12.09713
| 6.622517
| 45.562914
| 5.209713
| 319
| 0.783919
|
task_947950
|
test machines, components, materials, or products to determine characteristics such as performance, strength, or response to stress.
| 2,260
| 0.23432
| null | null |
learning
| 43.40708
| 23.628319
| 13.80531
| 43.40708
| 7.212389
| 10.221239
| null | null |
task_248170
|
observe and evaluate students' work to determine progress, provide feedback, and make suggestions for improvement.
| 2,248
| 0.233076
| null | null |
validation
| 41.681495
| 26.156584
| 28.647687
| 1.912811
| 0.845196
| 41.681495
| null | null |
task_217254
|
store, retrieve, and manipulate data for analysis of system capabilities and requirements.
| 2,217
| 0.229861
| null | null |
directive
| 50.518719
| 50.518719
| 19.39558
| 12.268832
| 13.622012
| 2.571042
| null | null |
task_240816
|
write, present, and publish reports that record site history, methodology, and artifact analysis results, along with recommendations for conserving and interpreting findings.
| 2,214
| 0.22955
| null | null |
directive
| 49.503162
| 49.503162
| 20.144535
| 14.543812
| 1.806685
| 12.511292
| null | null |
task_278514
|
provide advice to clients on a contract basis, working as a consultant.
| 2,197
| 0.227788
| null | null |
task iteration
| 37.687756
| 25.989986
| 37.687756
| 22.71279
| 2.639964
| 8.60264
| null | null |
task_631159
|
conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.
| 2,183
| 0.226336
| null | null |
learning
| 49.885479
| 25.927623
| 16.536876
| 49.885479
| 1.420064
| 4.94732
| null | null |
task_521363
|
compose letters in reply to correspondence concerning such items as requests for merchandise, damage claims, credit information requests, delinquent accounts, incorrect billing, or unsatisfactory service.
| 2,072
| 0.214828
| null | null |
task iteration
| 48.117761
| 48.069498
| 48.117761
| 0
| 0
| 2.944015
| null | null |
task_153469
|
interact with clients to assist them in gaining insight, defining goals, and planning action to achieve effective personal, social, educational, and vocational development and adjustment.
| 1,935
| 0.200623
| null | null |
learning
| 49.250646
| 15.400517
| 13.436693
| 49.250646
| 2.945736
| 10.284238
| null | null |
task_333725
|
search standard reference materials, including online sources and the internet, to answer patrons' reference questions.
| 1,907
| 0.19772
| null | null |
learning
| 44.572627
| 37.441007
| 8.023073
| 44.572627
| 2.045097
| 6.292606
| null | null |
task_319391
|
conduct research to gather information about survey topics.
| 1,882
| 0.195128
| null | null |
directive
| 44.952179
| 44.952179
| 9.404888
| 36.609989
| 1.540914
| 5.047821
| null | null |
task_935801
|
monitor database performance and perform any necessary maintenance, upgrades, or repairs.
| 1,756
| 0.182064
| null | null |
feedback loop
| 36.560364
| 22.779043
| 9.05467
| 23.633257
| 36.560364
| 6.321185
| null | null |
task_775532
|
analyze operations to evaluate performance of a company or its staff in meeting objectives or to determine areas of potential cost reduction, program improvement, or policy change.
| 1,713
| 0.177606
| null | null |
task iteration
| 35.02627
| 30.939872
| 35.02627
| 15.645067
| 4.378284
| 11.325161
| null | null |
task_883604
|
reinstall software programs or adjust settings on existing software to fix machine malfunctions.
| 1,677
| 0.173874
| null | null |
feedback loop
| 38.75969
| 34.227788
| 9.063804
| 14.430531
| 38.75969
| 2.146691
| null | null |
task_029243
|
provide information, guidance, and preparation for the general equivalency diploma (ged) examination.
| 1,649
| 0.17097
| null | null |
learning
| 62.704669
| 20.861128
| 5.457853
| 62.704669
| 1.273499
| 2.183141
| null | null |
task_380117
|
develop teaching aids such as instructional software, multimedia visual aids, or study materials.
| 1,629
| 0.168897
| null | null |
directive
| 41.620626
| 41.620626
| 17.740945
| 35.481891
| 1.964395
| 2.209945
| 214
| 0.525889
|
task_136878
|
prepare or edit organizational publications, such as employee newsletters or stockholders' reports, for internal or external audiences.
| 1,622
| 0.168171
| null | null |
task iteration
| 54.993835
| 41.183724
| 54.993835
| 0
| 1.171393
| 1.787916
| null | null |
task_609249
|
instruct students in the knowledge and skills required in a specific occupation or occupational field, using a systematic plan of lectures, discussions, audio-visual presentations, and laboratory, shop and field studies.
| 1,595
| 0.165372
| null | null |
learning
| 68.213166
| 19.122257
| 8.15047
| 68.213166
| 1.880878
| 1.630094
| null | null |
task_923408
|
prepare and deliver lectures to undergraduate or graduate students on topics such as anatomy, therapeutic recreation, and conditioning theory.
| 1,588
| 0.164646
| null | null |
learning
| 70.025189
| 18.513854
| 5.352645
| 70.025189
| 1.511335
| 4.156171
| null | null |
task_987472
|
troubleshoot network or connectivity problems for users or user groups.
| 1,581
| 0.16392
| null | null |
feedback loop
| 36.685642
| 22.201139
| 6.198608
| 29.854522
| 36.685642
| 3.731815
| null | null |
task_927041
|
review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks.
| 1,566
| 0.162365
| null | null |
learning
| 25.734355
| 25.542784
| 19.795658
| 25.734355
| 2.618135
| 21.902937
| null | null |
task_903669
|
prepare and deliver lectures to undergraduate or graduate students on topics such as abnormal psychology, cognitive processes, and work motivation.
| 1,542
| 0.159877
| null | null |
learning
| 76.005188
| 12.970169
| 4.863813
| 76.005188
| 1.102464
| 4.734112
| null | null |
task_217422
|
provide assistance to students in college writing centers.
| 1,536
| 0.159254
| null | null |
task iteration
| 41.731771
| 36.393229
| 41.731771
| 4.231771
| 0
| 13.736979
| null | null |
task_773796
|
configure servers to meet functional specifications.
| 1,512
| 0.156766
| null | null |
directive
| 29.431217
| 29.431217
| 14.880952
| 28.240741
| 22.55291
| 3.439153
| null | null |
task_832420
|
compute dimensions, areas, volumes, and weights.
| 1,509
| 0.156455
| null | null |
directive
| 60.636183
| 60.636183
| 13.187541
| 15.904573
| 5.235255
| 4.638834
| null | null |
task_170191
|
develop teaching or training materials, such as handouts, study materials, or quizzes.
| 1,502
| 0.155729
| null | null |
directive
| 55.925433
| 55.925433
| 37.949401
| 2.263648
| 1.997337
| 0
| null | null |
task_172458
|
write computer programs or scripts to be used in querying databases.
| 1,501
| 0.155626
| null | null |
directive
| 50.033311
| 50.033311
| 21.985343
| 14.856762
| 10.526316
| 1.532312
| null | null |
task_977732
|
determine existence and amount of liability according to current laws, administrative and judicial precedents, and available evidence.
| 1,485
| 0.153967
| null | null |
directive
| 35.555556
| 35.555556
| 35.286195
| 19.59596
| 1.279461
| 7.811448
| null | null |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.