College Scorecard | U.S. Department of Education

College Scorecard: The U.S. Department of Education has updated its College Scorecard, a trove of college-based performance data meant to help prospective students choose the best school for them.

College Scorecard | U.S. Department of Education

The College Scorecard is a new consumer tool that provides key measures of institutional performance in a clear, concise format that is easy to access on mobile devices.

While some of the data has been collected and provided for years through the National Center for Education Statistics’ College Navigator website and other means, other data, such as loan repayment rates and income data pulled from the IRS for former students, are new.

Notably, much of the data pertains only to students receiving federal aid—that is, those who received federal loans or a federal Pell Grant—rather than to the entire student population.

College Scorecard

The College Scorecard is a government-created online tool that allows consumers to compare the cost and value of higher education institutions in the United States.

It displayed data in five categories when it first launched: cost, graduation rate, employment rate, average amount borrowed, and loan default rate.

The site was expanded in February 2022, and some data lost during the Trump administration was restored.

New data per institution includes post-graduation average income and the percentage of graduates earning more than people with a high school diploma.

College Scorecard Data

For each institution, three key measures are highlighted:

Average Annual Cost

This is stated as “the average annual net price for federal financial aid recipients after school, state, and federal government assistance

This is only the average cost for in-state students at public schools.”

Unlike the College Navigator website, the Scorecard does not explain that this figure is based on the net cost of attendance for full-time beginning undergraduates (tuition, fees, books and supplies, room, board and other expenses).

Graduation Rate

This standard federal rate only considers first-time, full-time students four years after entering two-year schools and six years after entering four-year schools.

The national average incorporates both.

Salary after Attending

This metric is defined as “the 10-year median earnings of former students who received federal financial aid.”

Students who finished and did not finish their degrees are both included.

Users of the Scorecard can view additional information in seven categories: costs, financial aid and debt, graduation and retention, earnings after school, student body, SAT/ACT scores, and academic programs.

US Department of Education College Scorecard

It’s no secret that many US university graduates have debt repayment obligations that far outweigh their employment and income prospects.

While it is common knowledge that graduates from elite colleges earn more than graduates from less prestigious universities, the finer relationships between future earnings and university attendance are murky.

The College Scorecard dataset was created by matching information from the student financial aid system with federal tax returns in an effort to make educational investments less speculative.

Currenschoolnews is hosting the College Scorecard dataset to facilitate collaborative learning and shared learning.

This dataset’s insights can help make the returns on higher education more transparent and, as a result, more equitable.

Data Description of US Department of Education College Scorecard

Here’s a script showing an exploratory overview of some of the data. It consists of three components:

1. All the raw data files released in version 1.40 of the college scorecard data

2. Scorecard.csv, a single CSV file with all the years data combined.

In it, we’ve converted categorical variables represented by integer keys in the original data to their labels and added a Year column

3. Database containing a single Scorecard table that contains the same information as Scorecard.

Nonetheless, the Scorecard is similar to a shopping mall in that it has many doors.

The “Search” button in the upper right corner is probably the easiest to use.

When you click it, you’ll be taken to a massive list of every school that has students who receive federal student aid.

By default, these schools are now ranked based on the median earnings of students ten years after they enrolled – not just graduates, but all former students who received federal aid.

College Scorecard Rankings

Using this sortable table, you can browse the full list of America’s first 100 colleges and universities.

Find your school by searching for the name of the institution.

Sort institutions by median earnings, expected earnings, and the adjusted over-under differences.

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	Rank	Institution	State	Median Earnings	Expected Earnings	Over/Under
1	1,236	Alabama A & M University	AL	$31,400	$36,900	-$5,500
2	1,168	University of Alabama at Birmingham	AL	$40,300	$44,700	-$4,400
3	63	Amridge University	AL	$38,100	$29,200	$8,900
4	1,304	University of Alabama in Huntsville	AL	$46,600	$54,100	-$7,500
5	957	Alabama State University	AL	$27,800	$29,900	-$2,100
6	1,223	The University of Alabama	AL	$42,400	$47,800	-$5,400
7	1,283	Auburn University at Montgomery	AL	$34,800	$41,500	-$6,700
8	1,279	Auburn University	AL	$45,400	$52,000	-$6,600
9	1,085	Birmingham Southern College	AL	$41,900	$45,200	-$3,300
10	1,341	Concordia College Alabama	AL	$21,300	$30,000	-$8,700
11	1,284	Faulkner University	AL	$37,600	$44,300	-$6,700
12	1,230	Huntingdon College	AL	$37,100	$42,600	-$5,500
13	771	Jacksonville State University	AL	$35,100	$35,400	-$300
14	724	Judson College	AL	$30,700	$30,700	$0
15	1,037	University of West Alabama	AL	$33,800	$36,600	-$2,800
16	1,299	Miles College	AL	$27,200	$34,400	-$7,200
17	469	University of Mobile	AL	$37,800	$35,500	$2,300
18	787	University of Montevallo	AL	$35,100	$35,500	-$400
19	597	University of North Alabama	AL	$36,300	$35,100	$1,200
20	1,073	Oakwood University	AL	$33,700	$36,900	-$3,200
21	747	Samford University	AL	$45,800	$45,900	-$100
22	1,015	University of South Alabama	AL	$38,300	$40,800	-$2,500
23	850	Spring Hill College	AL	$43,800	$44,900	-$1,100
24	1,383	Stillman College	AL	$24,700	$37,900	-$13,200
25	1,351	Talladega College	AL	$25,600	$35,000	-$9,400
26	719	Troy University	AL	$36,600	$36,500	$100
27	1,301	Tuskegee University	AL	$37,100	$44,400	-$7,300
28	612	University of Alaska Anchorage	AK	$42,000	$40,900	$1,100
29	754	University of Alaska Fairbanks	AK	$38,200	$38,400	-$200
30	886	University of Alaska Southeast	AK	$39,500	$40,900	-$1,400
31	54	Alaska Pacific University	AK	$47,400	$38,200	$9,200
32	776	Arizona State University-Tempe	AZ	$45,200	$45,500	-$300
33	1,008	University of Arizona	AZ	$44,400	$46,900	-$2,500
34	1,360	Embry-Riddle Aeronautical University-Prescott	AZ	$60,900	$71,200	-$10,300
35	1,101	Northern Arizona University	AZ	$38,800	$42,200	-$3,400
36	1,212	Prescott College	AZ	$35,200	$40,400	-$5,200
37	1,143	Arizona Christian University	AZ	$31,000	$35,000	-$4,000
38	1,189	University of Arkansas at Little Rock	AR	$34,800	$39,500	-$4,700
39	936	Lyon College	AR	$37,200	$39,100	-$1,900
40	1,113	University of Arkansas	AR	$43,600	$47,100	-$3,500
41	858	University of Arkansas at Pine Bluff	AR	$27,400	$28,500	-$1,100
42	1,013	Arkansas State University-Main Campus	AR	$32,700	$35,200	-$2,500
43	233	Arkansas Tech University	AR	$35,000	$30,000	$5,000
44	615	University of Central Arkansas	AR	$37,100	$36,000	$1,100
45	431	Central Baptist College	AR	$35,700	$33,000	$2,700
46	853	Harding University	AR	$38,600	$39,700	-$1,100
47	590	Henderson State University	AR	$35,200	$34,000	$1,200
48	1,273	Hendrix College	AR	$40,500	$47,000	-$6,500
49	459	John Brown University	AR	$46,200	$43,800	$2,400
50	710	Ouachita Baptist University	AR	$37,500	$37,300	$200
51	1,274	University of the Ozarks	AR	$31,100	$37,600	-$6,500
52	1,378	Philander Smith College	AR	$26,200	$38,900	-$12,700
53	403	Williams Baptist College	AR	$32,300	$29,300	$3,000
54	232	Southern Arkansas University Main Campus	AR	$35,900	$30,800	$5,100
55	67	Azusa Pacific University	CA	$49,000	$40,200	$8,800
56	588	Biola University	CA	$40,700	$39,500	$1,200
57	389	California Baptist University	CA	$41,800	$38,600	$3,200
58	1,129	California Institute of Technology	CA	$74,000	$77,800	-$3,800
59	135	California Lutheran University	CA	$52,900	$46,200	$6,700
60	593	California Polytechnic State University-San Luis Obispo	CA	$60,900	$59,700	$1,200
61	6	California State University-Bakersfield	CA	$48,100	$31,700	$16,400
62	19	California State University-Stanislaus	CA	$44,900	$32,900	$12,000
63	20	California State University-San Bernardino	CA	$45,500	$33,600	$11,900
64	293	California State Polytechnic University-Pomona	CA	$52,000	$47,700	$4,300
65	226	California State University-Chico	CA	$45,100	$39,900	$5,200
66	40	California State University-Dominguez Hills	CA	$42,800	$32,500	$10,300
67	73	California State University-Fresno	CA	$43,200	$34,700	$8,500
68	130	California State University-Fullerton	CA	$46,500	$39,600	$6,900
69	59	California State University-East Bay	CA	$51,300	$42,200	$9,100
70	28	California State University-Long Beach	CA	$46,900	$35,600	$11,300
71	22	California State University-Los Angeles	CA	$44,900	$33,300	$11,600
72	190	California State University-Northridge	CA	$44,200	$38,400	$5,800
73	119	California State University-Sacramento	CA	$46,500	$39,200	$7,300
74	94	University of California-Berkeley	CA	$62,700	$54,700	$8,000
75	75	University of California-Davis	CA	$57,100	$48,600	$8,500
76	66	University of California-Irvine	CA	$55,800	$47,000	$8,800
77	62	University of California-Los Angeles	CA	$59,200	$50,200	$9,000
78	151	University of California-Riverside	CA	$48,700	$42,300	$6,400
79	161	University of California-San Diego	CA	$59,600	$53,200	$6,400
80	212	University of California-Santa Barbara	CA	$52,000	$46,500	$5,500
81	714	University of California-Santa Cruz	CA	$44,600	$44,500	$100
82	27	California Maritime Academy	CA	$81,100	$69,800	$11,300
83	17	Chapman University	CA	$51,800	$39,600	$12,200
84	931	Concordia University-Irvine	CA	$42,100	$43,900	-$1,800
85	846	San Diego Christian College	CA	$34,400	$35,400	-$1,000
86	307	Claremont McKenna College	CA	$63,600	$59,500	$4,100
87	120	Dominican University of California	CA	$51,400	$44,100	$7,300
88	184	Fresno Pacific University	CA	$39,700	$33,800	$5,900
89	297	Harvey Mudd College	CA	$78,600	$74,300	$4,300
90	110	Holy Names University	CA	$50,100	$42,500	$7,600
91	562	Humboldt State University	CA	$36,200	$34,700	$1,500
92	1,093	Humphreys College-Stockton and Modesto Campuses	CA	$31,300	$34,600	-$3,300
93	23	University of La Verne	CA	$52,700	$41,200	$11,500
94	332	La Sierra University	CA	$41,300	$37,500	$3,800
95	352	The Master’s College and Seminary	CA	$40,900	$37,200	$3,700
96	215	Loyola Marymount University	CA	$55,600	$50,200	$5,400
97	971	Menlo College	CA	$50,600	$52,700	-$2,100
98	1,264	Mills College	CA	$39,000	$45,100	-$6,100
99	14	Mount St Mary’s College	CA	$50,200	$37,200	$13,000
100	15	National University	CA	$54,800	$42,200	$12,600

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