Algorithm run id is 7 from data assembled 2025-07-14 14:55:19.

Kwame Nkrumah University of Science and Technology

tier => 5
hiring_value => 0.66356336712195
hiring_quantile => 0.95402298850575
placement_value => 0
placement_quantile => 0.39080459770115
hires =>
Tier 10
Tier 20
Tier 30
Tier 41
Tier 53

hiring_ratios =>
Tier 11.7296351751563E-37
Tier 22.0999906243303E-16
Tier 31.0677337205022E-8
Tier 40.008453082085693
Tier 51

placements =>
Tier 10
Tier 20
Tier 30
Tier 40
Tier 50
Public Sector0
Private Sector0
Postdocs0
Lecturers0
Unmatched1
Other Groups0
Teaching Universities0

placement_ratios =>
Tier 16.7776406292956E-124
Tier 21.4119154097261E-39
Tier 38.5168692246052E-9
Tier 40.087590408633384
Tier 51

ratios =>
Tier 11.1722845636998E-160
Tier 22.9650091227723E-55
Tier 39.0937484642186E-17
Tier 40.00074040891409739
Tier 51

euclidian =>
Tier 1125.32465838773
Tier 241.29814597388
Tier 313.902269110464
Tier 43.9266909373572
Tier 52.89759364686