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

COMSATS University Islamabad

tier => 4
hiring_value => 1.4036354361861
hiring_quantile => 0.39221556886228
placement_value => 0.41923816133868
placement_quantile => 0.31736526946108
hires =>
Tier 10
Tier 20
Tier 31
Tier 43
Tier 52

hiring_ratios =>
Tier 11.9845795575933E-34
Tier 29.3700612688497E-14
Tier 31.1759538738517E-6
Tier 41
Tier 50.0054004748905134

placements =>
Tier 10
Tier 20
Tier 30
Tier 40
Tier 50
Public Sector0
Private Sector0
Postdocs0
Lecturers0
Unmatched0
Other Groups0
Teaching Universities1

placement_ratios =>
Tier 11.3143774206821E-122
Tier 22.6352364010843E-38
Tier 31.4106127451374E-7
Tier 41
Tier 56.0005503833257

ratios =>
Tier 12.6084865600479E-156
Tier 22.4692326536063E-51
Tier 31.6588155221489E-13
Tier 41
Tier 50.032405821674411

euclidian =>
Tier 1125.28994373053
Tier 241.236311821064
Tier 313.679903255741
Tier 43.6794921112247
Tier 53.6939262428908