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A Visual Guide to Human Emotion



visual guide to human emotion

A Visual Guide to Human Emotion

Despite vast differences in culture around the world, humanity’s DNA is 99.9% similar.

There are few attributes more central and universal to the human experience than our emotions. Of course, the broad spectrum of emotions we’re capable of experiencing can be difficult to articulate. That’s where this brilliant visualization by the Junto Institute comes in.

This circular visualization is the latest in an ongoing attempt to neatly categorize the full range of emotions in a logical way.

A Taxonomy of Human Emotion

Our understanding has come a long way since William James proposed four basic emotions – fear, grief, love, and rage—though these core emotions still form much of the foundation for current frameworks.

The wheel visualization above identifies six root emotions:

  1. Fear
  2. Anger
  3. Sadness
  4. Surprise
  5. Joy
  6. Love

From these six emotions, more nuanced descriptions emerge, such as jealousy as a subset of anger, and awe-struck as a subset of surprise. In total, there are 102 second- and third-order emotions listed on this emotion wheel.

Reinventing the Feeling Wheel

The concept of mapping the range of human emotions on a wheel picked up traction in the 1980s, and has evolved ever since.

One of these original concepts was developed by American psychologist Robert Plutchik, who mapped eight primary emotions—anger, fear, sadness, disgust, surprise, anticipation, trust, and joy. These “high survival value” emotions were believed to be the most useful in keeping our ancient ancestors alive.

plutchik emotion wheel

Another seminal graphic concept was developed by author Dr. Gloria Willcox. This version of the emotions wheel has spawned dozens of similar designs, as people continue to try to improve on the concept.

willcox feelings wheel

Further Exploration

The more we research human emotion, the more nuanced our understanding becomes in terms of how we react to the world around us.

Researchers at UC Berkeley used 2,185 short video clips to elicit emotions from study participants. Study participants rated the videos using 27 dimensions of self-reported emotional experience, and the results were mapped in an incredible interactive visualization. It is interesting to note that some video clips garnered a wide array of responses, while other clips elicit a near unanimous emotional response.

Here are some example videos and the distribution of responses:

reported emotional reaction to video clips

The data visualization clusters these types of videos together, giving us a unique perspective on how people respond to certain types of stimuli.

Much like emotion itself, our desire to understand and classify the world around us is powerful and uniquely human.

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Ranked: America’s Best Universities

Evaluated on 19 different metrics, here’s the list of America’s best universities, led by 14 private schools.



Ranked: America’s Best Universities

The latest ranking of America’s best universities is here, perfectly timed for the approaching admissions season.

“Best” is of course subjective, and U.S. News and World Report has compiled 19 metrics on which they evaluated more than 400 national universities. Some of them include:

  • Graduation rates & performance: A four-year rolling average of the proportion of each entering class earning a bachelor’s degree in six years or less. Performance is measured against predictions made by the publishers, and when beaten, the university gains a higher scoring.
  • Peer assessment: A two-year weighted average of ratings from top academics—presidents, provosts and deans of admissions—on academic quality of peer institutions with which they are familiar.
  • Financial resources: The average per student spend on instruction, research, student services and related educational expenditures in the 2021 fiscal year.
  • Debt: A school’s average accumulated federal loan debt among borrowers only.
  • Pell graduation rates & performance: the same calculation as stated above, but focused only on Pell Grant students, adjusted to give more credit to schools with larger Pell student proportions.

The website’s methodology section details how they sourced their data, the weights assigned to each metric, and their changes over the years.

From the hundreds assessed come the nearly 50 best universities that offer a variety of undergraduate majors, post-graduate programs, emphasize research, or award professional practice doctorates.

Which are the Best Universities in America?

At the top of the list, Princeton University is the best university in the country, known for its physics, economics, and international relations departments. Notably, it’s a rare Ivy league university that does not have a law, medical, or business school.

Here’s the full ranking of America’s best universities, along with annual tuition requirements.

RankSchool NameStateTuition
1Princeton UniversityNew Jersey$59,710
Institute of
3Harvard UniversityMassachusetts$59,076
3Stanford UniversityCalifornia$62,484
5Yale UniversityConnecticut$64,700
6University of
7California Institute
of Technology
7Duke UniversityNorth Carolina$66,172
9Brown UniversityRhode Island$68,230
9Johns Hopkins
9Northwestern UniversityIllinois$65,997
12Columbia UniversityNew York$65,524
12Cornell UniversityNew York$66,014
12University of ChicagoIllinois$65,619
15University of
California, Berkeley
California$48,465 (out-state)
$15,891 (in-state)
15University of
California, LA
California$46,326 (out-state)
$13,752 (in-state)
17Rice UniversityTexas$58,128
18Dartmouth CollegeNew Hampshire$65,511
18Vanderbilt UniversityTennessee$63,946
20University of Notre DameIndiana$62,693
21University of
Michigan, Ann Arbor
Michigan$57,273 (out-state)
$17,786 (in-state)
22Georgetown UniversityWashington, DC$65,082
22University of North
Carolina at Chapel Hill
North Carolina$39,338 (out-state)
$8,998 (in-state)
24Carnegie Mellon UniversityPennsylvania$63,829
24Emory UniversityGeorgia$60,774
24University of VirginiaVirginia$58,950 (out-state)
$22,323 (in-state)
University, St. Louis
28University of
California, Davis
California$46,043 (out-state)
$15,266 (in-state)
28University of
California, San Diego
California$48,630 (out-state)
$16,056 (in-state)
28University of FloridaFlorida$28,658 (out-state)
$6,381 (in-state)
28University of
Southern California
32University of
Texas, Austin
Texas$41,070 (out-state)
$11,698 (in-state)
33Georgia Institute
of Technology
Georgia$32,876 (out-state)
$11,764 (in-state)
33University of
California, Irvine
California$47,759 (out-state)
$15,185 (in-state)
35New York UniversityNew York$60,438
35University of
California, Santa
California$45,658 (out-state)
$14,881 (in-state)
35University of Illinois
Illinois$36,068 (out-state)
$17,572 (in-state)
35University of
Wisconsin, Madison
Wisconsin$40,603 (out-state)
$11,205 (in-state)
39Boston CollegeMassachusetts$67,680
40Rutgers University,
New Brunswick
New Jersey$36,001 (out-state)
$17,239 (in-state)
40Tufts UniversityMassachusetts$67,844
40University of WashingtonWashington$41,997 (out-state)
$12,643 (in-state)
43Boston UniversityMassachusetts$65,168
43The Ohio State UniversityOhio$36,722 (out-state)
$12,485 (in-state)
43Purdue University,
Main Campus
Indiana$28,794 (out-state)
$9,992 (in-state)
46University of
Maryland, College
Maryland$40,306 (out-state)
$11,505 (in-state)
47Lehigh UniversityPennsylvania$62,180
47Texas A&M UniversityTexas$40,607 (out-state)
$12,413 (in-state)
47University of GeorgiaGeorgia$30,220 (out-state)
$11,180 (in-state)
47University of RochesterNew York$64,384
47Virginia TechVirginia$36,090 (out-state)
$15,478 (in-state)
47Wake Forest UniversityNorth Carolina$64,758
53Case Western
Reserve University
53Florida State UniversityFlorida$21,683 (out-state)
$6,517 (in-state)
53Northeastern UniversityMassachusetts$63,141
53University of
Minnesota, Twin
Minnesota$36,402 (out-state)
$16,488 (in-state)
53William & MaryVirginia$48,841 (out-state)
$25,041 (in-state)

MIT places second, and Harvard and Stanford tie for third. Yale rounds out the top five.

Private universities, including seven Ivy League colleges, dominate the top of the rankings. Meanwhile, the highest-ranked public schools are tied at 15th, both state schools in California.

For affordability, since the higher ranks are populated by private universities, there tends to be a broad correlation of better universities being more expensive. That said, the most expensive school in the top 50 ranks is actually the University of Southern California, tied at 28th, for $68,237/year.

As it happens, also tied at 28th, the University of Florida is the most affordable public school for in-state students ($6,381/year) and Florida State University tied at 53rd, is the most affordable for out-of-staters at $21,683/year.

However these costs are tuition-only, and don’t account for other necessary expenses: accommodation, food, and textbooks.

Best University versus Best “Fit”

Finding the best university for prospective students is more than just perusing a long ranking list.

Aside from the numerous schools present within each university—which can often be the best for specific majors—factors like location, proximity to family, campus culture, the non-academic pursuits (sports, extracurriculars, internships) are also taken into consideration.

In fact, research has found that just attaining a university degree improves future earnings potential and employability.

Furthermore, individual engagement at college (irrespective of the rank of the school in question) plays a far bigger role in learning and general well-being than simply attending a highly-ranked school.

However, for low income and minority students, attending a top-ranked school does improve future earnings considerably. For women, it also often results in delaying marriage and kids, which results in more work-hours and as a result, more pay.

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