Clema Explorer

Explore institutions, programs, careers, and states.

Search how institutions, programs, occupations, and states connect. Start anywhere, then move to any of the others in one click.

Four directories, one dataset

Each one is built from the same federal releases, so a number here is the number on the page it opens. Everything is free to view and needs no account.

401

Programs

Every CIP-4 program, with what graduates earn a year out, which institutions offer it in which states, and the jobs it leads to.

Where do I study this, and what does it pay?

59

States

One hub per state and territory with its own institution and program lists. The 50 states and DC add occupations with in-state pay.

What does higher ed look like in my state?

Start anywhere, carry it everywhere

Programs map to occupations through the NCES CIP-to-SOC crosswalk. Institutions report their program completions to IPEDS. States hold all three plus BLS wages. Pick a state, program, or occupation on any tab and it stays selected when you move to the next one.

  1. Institution
    IPEDS UNITID
  2. Program
    CIP-4 code
  3. Occupation
    SOC-6 code
  4. State
    State code
Sample: ranked by enrollment

Institutions

The largest U.S. institutions by enrollment. Every profile carries enrollment, outcomes, cost, and peer comparisons from IPEDS and the College Scorecard.

See all 5,994 institutions
Sample: ranked by graduate earnings

Programs

Programs whose graduates earn the most one year after graduation, from College Scorecard field-of-study data.

See all 401 programs
Sample: ranked by median pay

Occupations

The highest-paying occupations by BLS median wage, each matched to the programs and schools that train for it.

See all 648 occupations
Sample: ranked by institutions

States

Every state and territory has its own institution and program directories; the 50 states and DC add occupations with in-state pay.

See all 59 states & territories
Browse by category

Or jump straight to a familiar slice

Frequently asked questions

What is Clema Explorer?+

One place to search 5,994 U.S. institutions, 401 college programs, 648 occupations, and 59 states and territories, and to move between them without starting over. Every card opens the full federal data page for that institution, program, occupation, or state.

Which directory should I start with?+

Start with the question you have. Comparing a college against its peers: Institutions. Finding where a program is taught and what its graduates earn: Programs. Working back from a job to the degrees behind it: Occupations. Scoping one state or territory: States. Whichever tab you start on, the state, program, or occupation you pick travels with you to the other three.

How are institutions, programs, occupations, and states connected?+

Programs map to occupations through the federal NCES CIP-to-SOC crosswalk. Institutions report which programs they graduate students from in IPEDS completions. States carry their own institution lists, program lists, and BLS wage and employment data. The explorer follows those links in every direction: pick a state, then a program, then see the institutions that offer it there.

Can I see which institutions offer a program in a state?+

Yes. On the Institutions tab, choose a state and a program in the filter panel. The list narrows to every institution in that state with graduates in that program, and each card opens the institution profile.

Why do some program or occupation filters show only the top 50 institutions?+

Without a state selected, the national program and occupation records rank the top 50 institutions (by graduate earnings for programs, by graduates per year for occupations). Choose a state to see every institution there. The list says which of the two views you are looking at.

Where does the data come from?+

IPEDS for enrollment, completions, and institutional characteristics; the College Scorecard for cost and graduate earnings; Bureau of Labor Statistics OEWS and Employment Projections for wages and outlook; Census PSEO for longer-run earnings; and the NCES CIP-to-SOC crosswalk for program-to-job links. Everything is free to view and needs no account.

Can Clema answer these questions automatically?+

Yes. Clema is an AI assistant for institutional research and effectiveness teams that answers data requests in plain language from IPEDS, the College Scorecard, and other federal sources, in minutes instead of days.

Data: IPEDS Fall 2025–26 provisional · College Scorecard (June 2026 release) · Census PSEO 2019–21 cohorts · BLS OEWS May 2025. All sources & release dates →

Explore every U.S. college in one conversation

Clema turns plain-language questions into sourced answers across every U.S. institution — earnings, aid, acceptance, graduation, safety, and athletics from IPEDS, College Scorecard, and 10+ federal datasets, built in.

Free for teams up to 3 · No credit card