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

Imperial College London

tier => 3
hiring_value => 17.480459452706
hiring_quantile => 0.79444444444444
placement_value => 7.2640112683233
placement_quantile => 0.60555555555556
hires =>
Tier 113
Tier 23
Tier 37
Tier 40
Tier 50

hiring_ratios =>
Tier 11.3189552430091E-14
Tier 20.044136104982126
Tier 31
Tier 48.1841161898235E-12
Tier 50

placements =>
Tier 11
Tier 22
Tier 38
Tier 40
Tier 50
Public Sector1
Private Sector2
Postdocs2
Lecturers0
Unmatched3
Other Groups1
Teaching Universities1

placement_ratios =>
Tier 13.8433842476138E-94
Tier 21.8050459040348E-18
Tier 31
Tier 41.8465485259176E-11
Tier 54.7262818144721E-25

ratios =>
Tier 15.0692518042889E-108
Tier 27.9667695518034E-20
Tier 31
Tier 41.5112367686257E-22
Tier 50

euclidian =>
Tier 1112.81475967266
Tier 229.243666550104
Tier 39.6543471945589
Tier 416.073177826121
Tier 517.576474259924