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_967028
|
develop or implement quality control programs.
| 15
| 0.001555
| null | null | null | null | 0
| 0
| 0
| 0
| 0
| null | null |
task_742869
|
develop performance standards, and evaluate work in light of established standards.
| 15
| 0.001555
| null | null | null | null | 0
| 0
| 0
| 0
| 0
| null | null |
task_654497
|
develop testing procedures or direct activities of workers in laboratory.
| 15
| 0.001555
| null | null | null | null | 0
| 0
| 0
| 0
| 0
| null | null |
task_635151
|
direct or coordinate an organization's financial or budget activities to fund operations, maximize investments, or increase efficiency.
| 15
| 0.001555
| null | null | null | null | 0
| 0
| 0
| 0
| 0
| null | null |
task_522014
|
discuss illnesses and treatments with patients and family members.
| 15
| 0.001555
| null | null | null | null | 0
| 0
| 0
| 0
| 0
| null | null |
task_274348
|
provide consulting services to other doctors caring for patients with special or difficult problems.
| 15
| 0.001555
| null | null | null | null | 0
| 0
| 0
| 0
| 0
| null | null |
task_616494
|
provide expertise to help financial institutions manage risks and maximize returns associated with investment products or credit offerings.
| 15
| 0.001555
| null | null | null | null | 0
| 0
| 0
| 0
| 0
| null | null |
task_314415
|
gather information on patients' illnesses and medical history to guide the choice of diagnostic procedures for therapy.
| 15
| 0.001555
| null | null | null | null | 0
| 0
| 0
| 0
| 0
| null | null |
task_154142
|
inform personnel of changes in regulations and policies, implications of new or amended laws, and new techniques of police work.
| 15
| 0.001555
| null | null | null | null | 0
| 0
| 0
| 0
| 0
| null | null |
task_977847
|
inspect workplaces to ensure the absence of health and safety hazards, such as high noise levels, radiation, or potential lighting hazards.
| 15
| 0.001555
| null | null | null | null | 0
| 0
| 0
| 0
| 0
| null | null |
task_767116
|
interpret the results of neuroimaging studies such as magnetic resonance imaging (mri), single photon emission computed tomography (spect), and positron emission tomography (pet) scans.
| 15
| 0.001555
| null | null | null | null | 0
| 0
| 0
| 0
| 0
| null | null |
task_088423
|
locate and list addresses and households.
| 15
| 0.001555
| null | null | null | null | 0
| 0
| 0
| 0
| 0
| null | null |
task_971769
|
maintain or coordinate the maintenance of network peripherals, such as printers.
| 15
| 0.001555
| null | null | null | null | 0
| 0
| 0
| 0
| 0
| null | null |
task_721972
|
maintain working knowledge of various factors that determine a farm's capacity to produce, such as agricultural variables and proximity to market centers and transportation facilities.
| 15
| 0.001555
| null | null | null | null | 0
| 0
| 0
| 0
| 0
| null | null |
task_731863
|
make adjustments or minor repairs, such as tightening leaking gland and pipe joints.
| 15
| 0.001555
| null | null | null | null | 0
| 0
| 0
| 0
| 0
| null | null |
task_370225
|
make clinical recommendations to physicians, other health care providers, insurance companies, patients, or health care organizations.
| 15
| 0.001555
| null | null | null | null | 0
| 0
| 0
| 0
| 0
| null | null |
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