What is the Common Data Set for Colleges? (2024)

Getting started with the college application process means gathering a great deal of information about the colleges you’re considering. Factors like the size of the school, the cost of attendance, and the competitiveness of the admissions process are important to consider as you narrow down your list of schools and decide where to apply.

Gathering all these facts can take a lot of work. While colleges typically present the most important information up front on their websites and in other admissions materials, there are thousands of colleges out there, each with its own approach. One school might present its enrollment numbers up front, while another might provide them buried in a lengthy document that’s difficult to access.

This is where the Common Data Set, or CDS, comes in. The CDS compiles some of the most important facts and figures about a college in a standardized format that all participating schools share. It allows you to easily look up certain pieces of information, helps you compare colleges on particular points, and even provides some detailed demographic breakdowns of admissions and enrollment statistics for those who are interested.

While the CDS doesn’t cover everything you’ll need to learn about a college, it’s an excellent tool for obtaining the basic facts, and one you should keep in mind as you begin researching colleges. Here’s what the CDS covers—and doesn’t cover—and what you can do with that information.

Introducing the Common Data Set

The CDS is the brainchild of the Common Data Set Initiative, or CDI, which brings together college representatives who provide data and the publishers who disseminate it. With guidance from the US Department of Education, these interested parties have come up with a standardized way for colleges to self-report data and ensure that publications are accurate and up-to-date.

The CDI stresses that the CDS is intended as “a set of standards and definitions of data items rather than a survey instrument or set of data represented in a database.” In other words, it’s not just about what data a college reports, but also how they choose to report it. When all participating colleges report their data in the same way, it’s easier for students and those assisting them to research and compare those schools.

Some colleges choose to publish their CDS responses directly; for instance, you can find Ohio State University’s 2015-2016 CDS data on the OSU website. However, publishers like US News and World Reports or the College Board also use the CDS as a guideline for creating their own customized surveys and tools, which may be more detailed and incorporate additional information and analysis.

The standard CDS format, which you can access here, is divided into the following ten sections, titled with the letters A through J. Below, we’ll briefly go over what each section contains.

(a) General Information: The type of college—private or public, single-gender or co-ed, degrees offered, and so on—and the college’s contact information.

(b) Enrollment and Persistence: The number of students, broken down by various demographic categories, and how many of those students go on to complete their degrees.

(c) First-Time, First-Year (Freshman) Admission: Applicant and admissions statistics that cover how many people applied, were accepted, and enrolled, as well as basic facts about the school’s admissions procedures, requirements, and standards.

(d) Transfer Admission: Applicant and admissions statistics for students transferring to this college, including timing, requirements, and admissions rate.

(e) Academic Offerings and Policies: Very brief checklist of the school’s special academic programs (such as an honors program or study abroad) as well as academic breadth required for graduation.

(f) Student Life: Activity and housing options, as well as a breakdown of the student body by age, residency, and other factors.

(g) Annual Expenses: How much it costs to attend each year, including figures for tuition, room and board, and required fees.

(h) Financial Aid: What types of aid are available, how much students receive, student loans and debt, and the requirements for applying for and receiving aid.

(i) Instructional Faculty and Class Size: The number of instructors (full- and part-time) and their characteristics, the size of the average class, and the overall ratio of students to faculty members.

(j) Disciplinary Areas of Degrees Conferred: The most popular areas of study or majors, based on how many students end up graduating in each one.

As you consider these categories, keep in mind that not every college chooses (or is able) to answer every question in the CDS. Specific publishers or survey providers can also choose to add or customize questions when creating their own data-gathering tools.

If you look at the standard CDS format, you’ll see that the answers they’re seeking are mostly very brief—often only numbers or checked-off boxes. Many sources, like the US News and World Report rankings, also present the data they’ve collected in a descriptive format or with additional analysis that they’ve conducted outside the CDS structure. When this happens, it can bring in the source’s own perspectives and opinions about higher education.

What’s Not Included in the Common Data Set?

While the CDS is an important tool for college research, and likely one you’ll refer back to many times over the course of the application process, it can’t cover everything. If you’re seriously considering applying to or attending a particular college, there are some factors you’ll have to research in other ways.

First of all, much of the information contained in the CDS is quantitative data rather than qualitative. When you’re looking for specific numbers, facts, and figures about topics such as enrollment, acceptance rates, or cost, the CDS gives you that information directly. It gets the point across with minimal additional detail, description, or interpretation.

What you won’t find in the CDS are in-depth descriptions and personal perspectives regarding what it’s actually like to be a student at a particular college. The more qualitative aspects of a college that these perspectives reveal can be very important in determining whether that school is the right fit for you.

To learn about things like the campus culture, the school’s philosophy of education, or the day-to-day student experience, you’ll have to do some additional digging. You’ll also want to consider the opinions of people you trust, who can tell you more than the bare facts reveal. Here are a few approaches that can help you gather the information you won’t find in the CDS.

Visit the campus in person. Take tours, attend information sessions, and talk to representatives. Don’t forget to leave time to just walk around the campus, taking it all in and considering whether you could see yourself as a student there.

Check out online options from your admissions office. Many colleges now offer virtual tours or other ways to learn more about campus if you can’t visit in person. Some also employ recently admitted students to write about their experiences with the application process and life on campus, which provides a more personal perspective.

Seek out unfiltered conversations with students and alums. The people best equipped to tell you what life’s really like on a campus are the ones who have actually experienced it. If they’re not speaking as official representatives of the school, they may be more honest about both the pros and the cons.

Ask questions if you can’t find the information you’re looking for. Your admissions office will likely be able to tell you in far greater detail about any areas of interest you have that aren’t covered by standard admissions materials or presentations. There’s a ton of information out there—you may just need help finding it.

How Can the Common Data Set Help Me?

As we’ve said, the CDS is not the be-all and end-all of college research. However, for a specific type of information, it presents the facts in a simple, standard, easy-to-access way that can be very helpful as you gather information and compare colleges.

This is especially true at the beginning of your college research process. If you already have some basic criteria for what you definitely do or don’t want in a college, based on factors like financial aid availability or enrollment numbers, you can use CDS data to quickly include or eliminate colleges you encounter.

Inevitably, though, you’re going to have to build off the data provided by the CDS and conduct some in-depth research on colleges you’re interested in. Finding a college that’s the right fit for you is about far more than facts and figures; it’s also about choosing a school that will meet your personal needs and help you advance your unique goals. That’s something you can only determine by engaging more personally with the college.

The CDS is a great place to start, and CDS reports are a useful way to keep track of the basic facts as you compare colleges and make your choices. Just remember to look deeper! There’s so much more to a college than the CDS can describe.

Looking for more advice about how to research and evaluate colleges? Check out these posts from the CollegeVine blog.

How to Start Your College Search

How to Research Colleges and Choose the Best Fit For You

Can’t Do A College Visit? Here’s How to Review Colleges Online

8 Things You May Not Think Of When Choosing a College

Curious about your chances of acceptance to your dream school? Our free chancing engine takes into account your GPA, test scores, extracurriculars, and other data to predict your odds of acceptance at over 500 colleges across the U.S. We’ll also let you know how you stack up against other applicants and how you can improve your profile. Sign up for your free CollegeVine account today to get started!

What is the Common Data Set for Colleges? (2024)

FAQs

What is the Common Data Set for Colleges? ›

The Common Data Set is broken into 10 main categories: General College Information, Enrollment and Persistence, Freshman Admissions, Transfer Admissions, Academic Offerings and Policies, Student Life, Annual Expenses, Financial Aid, Instructional Faculty & Class Size, and Degrees Conferred.

How to find common data sets for a college? ›

You can typically find the Common Data Set for a specific college or university on their official website. Look for a section dedicated to institutional research or data.

What is a schools Common Data Set? ›

The Common Data Set (CDS) comprises standard data items and definitions established by data providers in higher education and publishing to improve the quality, comparability and accuracy of institutional information.

What does the Common Data Set tell you? ›

The Common Data Set (CDS) is a collection of standardized questions about a college or university's admissions and financial aid process, graduation rate, student demographics, and more.

Is Common Data Set GPA weighted? ›

It is! You see, “weighted" averages are used by the individual schools to help determine class ranking, valedictorian and other awards, and for creating the “level field" among students who take highly academic courses versus those who don't. Thus one “achieves” GPAs of 4 . 8 in a 4.0 scale.

What is an example of a data set for students? ›

For example, the test scores of each student in a particular class is a data set. The number of fish eaten by each dolphin at an aquarium is a data set. Data sets can be written as a group of numbers in random order, in a table form or with curly brackets surrounding them.

How do I choose the right data set? ›

Best Practices for Selecting a Dataset
  1. Understand the problem: It's essential to understand the problem you're trying to solve. ...
  2. Define the scope: This step will help you narrow down the datasets that are relevant to your problem. ...
  3. Look for quality: ...
  4. Consider the size: ...
  5. Check for biases: ...
  6. Seek diversity:
May 8, 2023

What are the 4 types of school data? ›

The second step is collecting and organizing the data. Four types of data can be used as indicators of a school's success and progress: achievement data, demographic data, program data, and perception data.

Are common data sets accurate? ›

These affiliations mean that the CDS is reliable and highly-respected, and contains the most salient information to know as an Independent Educational Consultant. Note that the Common Data Set is an initiative, not a database itself.

What is the acceptance rate for USC Common Data Set? ›

With an acceptance rate of 12.5%, USC isn't easy to get into. But with the Common Data Set information here, you can craft your application around what matters most to USC admissions officers, factors like GPA, course rigor, test scores, essays, and recommendations.

What is the most common answer in a data set? ›

The mode is the most common number that appears in your set of data. To find the mode count how often each number appears and the number that appears the most times is the mode.

What is the most common in a data set? ›

The mode is the value that appears most frequently in a data set. A set of data may have one mode, more than one mode, or no mode at all. Other popular measures of central tendency include the mean, or the average of a set, and the median, the middle value in a set.

What should a data set look like? ›

The best way to visualize a dataset is as a sort of a table (a.k.a a matrix) which summarizes the responses from every individual (in the rows of the table) on the variables in the dataset (in the columns of the table).

Do most colleges look at weighted GPAs? ›

Here's the bottom line: regardless of whether your child's GPA is weighted or unweighted, colleges will consider that number in the context of the coursework they took and that was available to them. In addition, it will be clear to admissions officers whether the GPA is weighted or unweighted.

Is weighted GPA on a 4.0 scale common app? ›

Anything less than an A in unweighted courses will drop you below a 4.0. However, if you take weighted classes, you can get a "B" and still get a 4.0. If you get an A in the class, you can get higher than a 4.0.

Which GPA matters cumulative or weighted? ›

Some state schools, like the University of California, Berkeley, are just as competitive. A weighted GPA can give you a leg up against other applicants during admissions season.

Where do I get data sets? ›

Where Can I Find Data Sets?
Source of Data setsWeb Link
Google Dataset Searchhttps://datasetsearch.research.google.com/
Data.govhttps://data.gov/
Datahubhttps://www.datahub.io/search
UCI Machine Learning Repositoryhttps://archive.ics.uci.edu/
8 more rows

How do you find common data in two tables? ›

The INTERSECT operator in SQL is used to retrieve the records that are identical/common between the result sets of two or more tables. If we perform the intersection operation on both tables described above using the INTERSECT operator, it returns the common records which are Dev and Aarohi.

How do you identify a data set? ›

To identify relevant datasets for use in your research, you can:
  1. Search for articles in CityU LibraryFind using your topic keywords and include the terms dataset OR "data set" in the search.
  2. Search the website or publications of an organization or government department that collects the type of data that you need.
Jun 18, 2024

How do you average data sets? ›

Average This is the arithmetic mean, and is calculated by adding a group of numbers and then dividing by the count of those numbers. For example, the average of 2, 3, 3, 5, 7, and 10 is 30 divided by 6, which is 5.

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