Placement Atlas

School Profiles

Compare	Program	Records	People	Cohort	Outcomes	Placement quality

School Rankings

Goal Min people Show

Rank	School	Score	People	Goal fit	Recent	Evidence

Program Peers

Anchor Min people Show

Peer	Score	People	Shared Dest.	Shared Fields	Sector Fit

People

Person	School	Year	Field	Placement	Rank quality	Sector	Conf.

Person Navigator

Program Cohorts

Min people

People	Program	Year	Academic	Industry	Non-home	Destinations

Placement Pivot

Rows Columns Min people Rows shown Columns shown

Placement Lanes

Route Min people Show

Lane	People	Programs	Destinations	Years

Placement Flows

Program	Destination	Sector	Country	Rows	People	Years

Placement Atlas

Min people Show Rank by

Placement Pathways

People	Program	Sector	Country	Destination	Years

Field Explorer

People	Field	Discipline	Academic	Industry	Programs	Destinations

Placement Trends

Dimension Metric Top Min people

Trend	People	Share	Peak	Recent	Growth

Ask Placement

Question-led entry points backed by the current person-level data

Discover

Jump into interpretable placement patterns without writing a query first.

Gap Finder

Coverage, person-level, and normalization work queue

Priority	Gap	Target	Discipline	Region	Rows

Placement Geography

Map by Min people Show

Geography	People	Programs	Destinations	Non-home	Years

Cross-Program Destinations

Top destinations ranked by breadth across source programs

Destination	Sector	Country	Programs	Rows	Years

Market Map

Sector and region composition across the current extraction snapshot

Sector Mix

Region Mix

Placement Trend

Program Archetypes

Field Mix

Program Compare

Select programs from the Programs table, or use the quick add list here.

Metric Matrix

Coverage Tracker

Targets that will populate the site as source discovery and parsing expand

Target	Discipline	Region	Status	Priority	Rows

Quality Flags

Rows requiring evidence review before interpretation

Program	Flag	Destination	Confidence

Institution Review

Canonical destination labels to normalize next

Destination	Sector	Rows	Programs

Evidence Browser

Inspectable row samples with source URLs and extraction confidence