How to Read a College's Common Data Set
Nearly every American college fills out the Common Data Set: a standard list of questions, answered the same way by every school that participates, covering admission, enrollment, cost, and aid. Most schools post their answers as a PDF or spreadsheet on their institutional research office's website, and searching the school's name plus "Common Data Set" will usually find it. It is the closest thing to a college describing its own admissions process in its own words, with no ranking site in between.
The thing almost nobody tells you before you open one: a single filing is not a single snapshot in time. The 2025–26 edition reports admissions numbers for the class that enrolled in fall 2025, asks about test policy for admission in fall 2027, quotes costs for the 2026–27 academic year, and lets the school choose which year the financial aid dollars describe. Four reference points, one document, and the year is printed next to each item rather than on the cover. Read the item's own wording before you use its number, because the number is useless without knowing who and when it counted.
What is the Common Data Set, exactly?
The front page of the template says it plainly. The CDS is "a collaborative effort among data providers in the higher education community and publishers as represented by the College Board, Peterson's, and U.S. News & World Report," with the goal of improving "the quality and accuracy of information provided to all involved in a student's transition into higher education, as well as to reduce the reporting burden on data providers."
Then comes the sentence worth sitting with: "The CDS is a set of standards and definitions of data items rather than a survey instrument or set of data represented in a database."
Three consequences follow from that one line, and they explain most of what is confusing about the document.
- There is no central database to look it up in. The CDS defines the questions; it does not collect the answers anywhere public. You go school by school, to each school's own website.
- Publishing is voluntary. Schools are "urged" to post their answers, and one of the first items in the form asks the school whether its responses are posted on its website and, if so, for the URL. A school that does not publish has not broken a rule. It has simply declined.
- The definitions are the real product. Each edition ships with a definitions document — what counts as an applicant, an admitted student, a first-time first-year student, class rank, a Carnegie unit. Schools are "urged to abide by the definitions and the cohorts specified." Urged, again. When two schools' numbers look strangely different, the definitions document is usually where the difference lives.
What is in each section?
The form runs A through J, and knowing the map saves most of the scrolling.
- A — General information. Who filled it out, the school's address, control (public or private), calendar, degrees offered.
- B — Enrollment and persistence. Headcounts by level and by race and ethnicity, retention, and graduation rates.
- C — First-time, first-year admission. The section you probably came for: applications, admits, enrollees, the waitlist, high school requirements, what the school says it weighs, test policy, and the test score profile.
- D — Transfer admission. Transfer applications and admits, credit limits, deadlines, and military and veteran credit policies.
- E — Academic offerings and policies. Study abroad, double majors, honors, internships, and what every student must take.
- F — Student life. Who lives on campus, what activities exist, ROTC, and housing types.
- G — Annual expenses. Tuition and fees, food and housing, books, and — the first item in the section — the URL of the school's own net price calculator.
- H — Financial aid. Aid dollars awarded, who got them, which forms applicants must file, filing deadlines, and average debt at graduation. Item H2 is where a school reports what share of its students had their need fully met, which is the number behind the phrase "meets full need" — see need-blind, need-aware, and what full need means.
- I — Instructional faculty and class size. Faculty counts, student-faculty ratio, and the distribution of class sizes.
- J — Degrees conferred. What share of degrees went to each disciplinary area.
Using section C to sort schools into reaches, targets, and likelies is a separate job with its own method, covered in how to build a balanced college list. This post is about reading the document itself.
Why does one filing contain four different years?
Because the items were written to answer different questions, and each one carries its own cohort. In the 2025–26 edition, all four of the following appear in the same file:
- Admissions and enrollment counts describe last fall. Item C1 asks for the students who "applied, were admitted, and enrolled (full- or part-time) in Fall 2025," counted as of the school's official fall reporting date or October 15, 2025. Those students applied during the cycle before that, so a 2025–26 filing reports decisions made in the 2024–25 cycle.
- Test policy describes a future class. Item C8A asks the school to check boxes "to reflect your institution's policies for use in admission for Fall 2027." That is the only forward-looking item in the admission section, and it is the only one that describes the policy a current applicant actually faces.
- Costs describe the coming year. Section G asks the school to "provide 2026-2027 academic year costs of attendance," with a checkbox for schools whose figures are not final yet.
- Aid dollars describe whichever year the school picked. Before the aid tables, the form asks the school to indicate the academic year for items H1, H2, H2A and H6: "2025-2026 Estimated" or "2024-2025 Final." Cornell's 2025–26 filing checks 2025-2026 Estimated. Another school may check the other box, which means two schools' aid figures in the same edition are not necessarily comparable until you check which box each one ticked.
None of this is sloppiness. It is a form that asks about things which genuinely happen on different clocks. But it does mean the sentence "according to the 2025–26 Common Data Set" is not specific enough to be worth writing down. Name the item.
What does item C7 actually tell you?
C7 is the item everyone quotes and the item most often over-read. It asks for the "relative importance of each of the following academic and nonacademic factors in your first-time, first-year, degree-seeking general (not including programs with specific criteria) admission decisions," and it gives the school exactly four buckets: Very Important, Important, Considered, Not Considered.
There are eighteen rows — six academic and twelve nonacademic:
- Academic (six). Rigor of secondary school record, class rank, academic GPA, standardized test scores, application essay, recommendations.
- Nonacademic (twelve). Interview, extracurricular activities, talent or ability, character and personal qualities, first generation, alumni relation, geographical residence, state residency, religious affiliation or commitment, volunteer work, work experience, and level of applicant's interest.
Two things about this item are worth knowing before you build an argument on it.
C7 carries no year at all. Unlike C1, C8 and G, the item never says which cycle it describes. It is the school's account of how it weighs factors, filed alongside data about last fall's class, and you cannot tell from the form whether it describes the decisions just made or current practice.
The four buckets are coarse, and separate rows are genuinely separate. "Interview" and "level of applicant's interest" are two different rows, and schools land on opposite combinations of them — the case worked through in what an alumni interview actually is. Whether a school counts your interest at all is its own question, covered in does demonstrated interest matter. The first and third academic rows are worth lining up the same way: reading "rigor of secondary school record" against "academic GPA" across ten filings answers whether course rigor matters more than GPA, and the glossary's definition of a secondary school record complicates the comparison before you start.
What happens when C7 and C8 disagree?
They can, and the resulting contradiction is the best argument for reading the whole section instead of one row.
Take Cornell's 2025–26 filing. In C7, standardized test scores are marked Considered — the second-weakest of the four ratings, below the essay, the recommendations, and extracurricular activities, all of which Cornell marks Very Important. In C9, only 43 percent of enrolled first-year students submitted an SAT score and 13 percent an ACT. Read those two items alone and you would conclude that Cornell is a school where testing barely matters.
Now read C8A in the same file, the item that asks about fall 2027 admission. Cornell checks "required to be considered for admission."
Both are true. The C7 and C9 answers describe students who enrolled in fall 2025 and applied under a test-optional policy. The C8 answer describes the policy facing anyone applying now. Cornell's own standardized testing policy page confirms the second: "First-year applicants are required to submit SAT or ACT scores when applying to Cornell," and its enrollment FAQ dates the change — "effective for students applying to enroll for fall 2026 or beyond, applicants to all Cornell undergraduate colleges and schools will be required to submit standardized test scores."
The contrast school makes the point in the other direction. Dickinson's 2025–26 filing shows 13 percent of enrolled first-year students submitting an SAT, and its C8 clarification reads "Dickinson College has a test-optional policy" — a position its standardized testing page has held since 1994. Same document, same edition, opposite trajectories.
So the rule is simple and it is the one piece of discipline this whole document needs: for anything you will act on, the school's current admissions page wins. The Common Data Set is a description of what happened; the admissions page is the policy that binds you. Which schools currently require a score is a live question worth checking directly, which is why we maintain a per-school guide to who requires the SAT or ACT.
What do the score ranges in C9 actually describe?
C9 asks for the percent and number of first-time, first-year students "enrolled in Fall 2025 who submitted national standardized (SAT/ACT) test scores," and then for the 25th, 50th and 75th percentile scores among them. Every word of that matters:
- Enrolled, not admitted, and not applicants. Students who were admitted and went elsewhere are not in the number.
- Submitters only. At a test-optional school, the range describes the subset who chose to send a score, and people send scores when the scores help.
- The percentile is defined inside the item. The 75th percentile is "the score that 25 percent scored at or above" — a quarter of the submitting, enrolled class scored higher. It is not a target and it is not a cutoff.
- The school's own superscoring practice is baked in. The item tells schools that if they consider the highest scores across submissions, they should report the highest combination. So a school that superscores publishes a range built from superscores, which is one more reason to understand how superscoring differs from Score Choice.
Dickinson shows how much the population choice moves the number. Its C9 reports a 25th-to-75th SAT range of 1340–1440 for the 65 enrolled students who submitted one. Its own admissions page advertises a middle 50 percent of 1310–1460 for admitted students. Neither figure is wrong and neither contradicts the other — they count different people. If you are deciding whether your score helps your application, the admitted-student range is closer to the question you are asking, and the broader judgement call is laid out in should you submit a test score to a test-optional school.
How do you check that you read it right?
The admission section is mostly checkbox grids, and checkbox grids are exactly what both human eyes and extraction tools misread. Three cheap habits catch nearly every error:
- Prefer the spreadsheet where one exists. Some schools post an
.xlsxalongside the PDF, and the workbook usually carries a flat sheet with one row per item — the question text in one column, the answer in the next. There is no column alignment to get wrong. Where both formats exist, they should agree; Cornell's two 2025–26 files agree on all eighteen C7 rows. - Sanity-check a row whose answer you can predict. "Religious affiliation/commitment" should read Not Considered at a secular school. If your reading says otherwise, your reading is off by a column, not the school.
- Mistrust a flattened table. A PDF that has been printed rather than filled in loses the link between a mark and its column heading when you copy text out of it. If a rating looks surprising, open the file and look at the grid.
What will the Common Data Set not tell you?
Four things, and the fourth is the one that causes arguments.
- It will not break down by major or college. C7 asks about "general" admission decisions and explicitly excludes programs with specific criteria. There is a free-text item where a school may explain that factors differ by program, and many leave it blank — so at a university where admission is by college, the published ratings may not describe the one you are applying to.
- It will not give you deadlines you can rely on. The dates in section C are reported dates, not a calendar; the application itself is the authority. A round-by-round walkthrough is in Early Decision vs Early Action.
- It will not price your family's year. Section G is a sticker price and H1 may be an estimate. The number that matters to you comes from the school's own calculator, linked at item G0 and explained in what a net price calculator can and cannot tell you. Which aid forms you will have to file is item H7 and H8 — many selective private colleges tick both FAFSA and CSS Profile, the distinction covered in FAFSA vs CSS Profile.
- It will not tell you your chances. C1 gives a school's admit rate, which is a base rate for everyone who applied, not a probability for you. It is genuinely useful for deciding how many schools belong on a list, which is its own question in how many colleges should you apply to.
What to do with this
Pick three schools on your list and spend twenty minutes each. For every one, write down four things: the admit rate from C1, what C7 says about the two or three factors you were curious about, the submitter share and score range from C9, and the C8 test policy for the year you are applying. Then open the school's live admissions page and check the last one against it.
The gap between those two sources is where most of the bad advice about a school comes from, and finding it yourself takes less time than reading one forum thread about the same school. It is also a finishable task — "look up C7 for three schools" is something you can do before dinner, in a way that "research my colleges" never is.