Algorithm run id is 7 from data assembled 2025-07-14 14:55:19.
hiring_value => 76.897411977705
hiring_quantile => 0.7
placement_value => 120.12206621491
placement_quantile => 0.55
hires =>
hiring_ratios =>
placements =>
placement_ratios =>
ratios =>
euclidian =>
University of Pennsylvania
tier => 1hiring_value => 76.897411977705
hiring_quantile => 0.7
placement_value => 120.12206621491
placement_quantile => 0.55
hires =>
| Tier 1 | 63 |
| Tier 2 | 16 |
| Tier 3 | 11 |
| Tier 4 | 2 |
| Tier 5 | 0 |
hiring_ratios =>
| Tier 1 | 1 |
| Tier 2 | 3.7864915748547E-18 |
| Tier 3 | 5.7354822384224E-43 |
| Tier 4 | 1.12828492863E-108 |
| Tier 5 | 0 |
placements =>
| Tier 1 | 34 |
| Tier 2 | 61 |
| Tier 3 | 64 |
| Tier 4 | 10 |
| Tier 5 | 0 |
| Public Sector | 37 |
| Private Sector | 42 |
| Postdocs | 4 |
| Lecturers | 2 |
| Unmatched | 9 |
| Other Groups | 7 |
| Teaching Universities | 9 |
placement_ratios =>
| Tier 1 | 1 |
| Tier 2 | 9.1389155490985E-64 |
| Tier 3 | 5.3474681842172E-239 |
| Tier 4 | 0 |
| Tier 5 | 0 |
ratios =>
| Tier 1 | 1 |
| Tier 2 | 3.460442672997E-81 |
| Tier 3 | 3.0670308791107E-281 |
| Tier 4 | 0 |
| Tier 5 | 0 |
euclidian =>
| Tier 1 | 34.239889018512 |
| Tier 2 | 93.461695817152 |
| Tier 3 | 120.31318288246 |
| Tier 4 | 128.17603344005 |
| Tier 5 | 129.41250048839 |