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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