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How to Write a Descriptive Essay | Example & Tips

Published on July 30, 2020 by Jack Caulfield . Revised on August 14, 2023.

A descriptive essay gives a vivid, detailed description of something—generally a place or object, but possibly something more abstract like an emotion. This type of essay , like the narrative essay , is more creative than most academic writing .

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Table of contents

Descriptive essay topics, tips for writing descriptively, descriptive essay example, other interesting articles, frequently asked questions about descriptive essays.

When you are assigned a descriptive essay, you’ll normally be given a specific prompt or choice of prompts. They will often ask you to describe something from your own experience.

• Describe a place you love to spend time in.
• Describe an object that has sentimental value for you.

You might also be asked to describe something outside your own experience, in which case you’ll have to use your imagination.

• Describe the experience of a soldier in the trenches of World War I.
• Describe what it might be like to live on another planet.

Sometimes you’ll be asked to describe something more abstract, like an emotion.

If you’re not given a specific prompt, try to think of something you feel confident describing in detail. Think of objects and places you know well, that provoke specific feelings or sensations, and that you can describe in an interesting way.

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The key to writing an effective descriptive essay is to find ways of bringing your subject to life for the reader. You’re not limited to providing a literal description as you would be in more formal essay types.

Make use of figurative language, sensory details, and strong word choices to create a memorable description.

Use figurative language

Figurative language consists of devices like metaphor and simile that use words in non-literal ways to create a memorable effect. This is essential in a descriptive essay; it’s what gives your writing its creative edge and makes your description unique.

Take the following description of a park.

This tells us something about the place, but it’s a bit too literal and not likely to be memorable.

If we want to make the description more likely to stick in the reader’s mind, we can use some figurative language.

Here we have used a simile to compare the park to a face and the trees to facial hair. This is memorable because it’s not what the reader expects; it makes them look at the park from a different angle.

You don’t have to fill every sentence with figurative language, but using these devices in an original way at various points throughout your essay will keep the reader engaged and convey your unique perspective on your subject.

Use your senses

Another key aspect of descriptive writing is the use of sensory details. This means referring not only to what something looks like, but also to smell, sound, touch, and taste.

Obviously not all senses will apply to every subject, but it’s always a good idea to explore what’s interesting about your subject beyond just what it looks like.

Even when your subject is more abstract, you might find a way to incorporate the senses more metaphorically, as in this descriptive essay about fear.

Choose the right words

Writing descriptively involves choosing your words carefully. The use of effective adjectives is important, but so is your choice of adverbs , verbs , and even nouns.

It’s easy to end up using clichéd phrases—“cold as ice,” “free as a bird”—but try to reflect further and make more precise, original word choices. Clichés provide conventional ways of describing things, but they don’t tell the reader anything about your unique perspective on what you’re describing.

Try looking over your sentences to find places where a different word would convey your impression more precisely or vividly. Using a thesaurus can help you find alternative word choices.

• My cat runs across the garden quickly and jumps onto the fence to watch it from above.
• My cat crosses the garden nimbly and leaps onto the fence to survey it from above.

However, exercise care in your choices; don’t just look for the most impressive-looking synonym you can find for every word. Overuse of a thesaurus can result in ridiculous sentences like this one:

• My feline perambulates the allotment proficiently and capers atop the palisade to regard it from aloft.

An example of a short descriptive essay, written in response to the prompt “Describe a place you love to spend time in,” is shown below.

Hover over different parts of the text to see how a descriptive essay works.

On Sunday afternoons I like to spend my time in the garden behind my house. The garden is narrow but long, a corridor of green extending from the back of the house, and I sit on a lawn chair at the far end to read and relax. I am in my small peaceful paradise: the shade of the tree, the feel of the grass on my feet, the gentle activity of the fish in the pond beside me.

My cat crosses the garden nimbly and leaps onto the fence to survey it from above. From his perch he can watch over his little kingdom and keep an eye on the neighbours. He does this until the barking of next door’s dog scares him from his post and he bolts for the cat flap to govern from the safety of the kitchen.

With that, I am left alone with the fish, whose whole world is the pond by my feet. The fish explore the pond every day as if for the first time, prodding and inspecting every stone. I sometimes feel the same about sitting here in the garden; I know the place better than anyone, but whenever I return I still feel compelled to pay attention to all its details and novelties—a new bird perched in the tree, the growth of the grass, and the movement of the insects it shelters…

Sitting out in the garden, I feel serene. I feel at home. And yet I always feel there is more to discover. The bounds of my garden may be small, but there is a whole world contained within it, and it is one I will never get tired of inhabiting.

If you want to know more about AI tools , college essays , or fallacies make sure to check out some of our other articles with explanations and examples or go directly to our tools!

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The key difference is that a narrative essay is designed to tell a complete story, while a descriptive essay is meant to convey an intense description of a particular place, object, or concept.

Narrative and descriptive essays both allow you to write more personally and creatively than other kinds of essays , and similar writing skills can apply to both.

If you’re not given a specific prompt for your descriptive essay , think about places and objects you know well, that you can think of interesting ways to describe, or that have strong personal significance for you.

The best kind of object for a descriptive essay is one specific enough that you can describe its particular features in detail—don’t choose something too vague or general.

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Caulfield, J. (2023, August 14). How to Write a Descriptive Essay | Example & Tips. Scribbr. Retrieved April 2, 2024, from https://www.scribbr.com/academic-essay/descriptive-essay/

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Descriptive Essays

Welcome to the Purdue OWL

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The Modes of Discourse—Exposition, Description, Narration, Argumentation (EDNA)—are common paper assignments you may encounter in your writing classes. Although these genres have been criticized by some composition scholars, the Purdue OWL recognizes the wide spread use of these approaches and students’ need to understand and produce them.

What is a descriptive essay?

The descriptive essay is a genre of essay that asks the student to describe something—object, person, place, experience, emotion, situation, etc. This genre encourages the student’s ability to create a written account of a particular experience. What is more, this genre allows for a great deal of artistic freedom (the goal of which is to paint an image that is vivid and moving in the mind of the reader).

One might benefit from keeping in mind this simple maxim: If the reader is unable to clearly form an impression of the thing that you are describing, try, try again!

Here are some guidelines for writing a descriptive essay.

• Take time to brainstorm

If your instructor asks you to describe your favorite food, make sure that you jot down some ideas before you begin describing it. For instance, if you choose pizza, you might start by writing down a few words: sauce, cheese, crust, pepperoni, sausage, spices, hot, melted, etc. Once you have written down some words, you can begin by compiling descriptive lists for each one.

• Use clear and concise language.

This means that words are chosen carefully, particularly for their relevancy in relation to that which you are intending to describe.

• Choose vivid language.

Why use horse when you can choose stallion ? Why not use tempestuous instead of violent ? Or why not miserly in place of cheap ? Such choices form a firmer image in the mind of the reader and often times offer nuanced meanings that serve better one’s purpose.

• Use your senses!

Remember, if you are describing something, you need to be appealing to the senses of the reader. Explain how the thing smelled, felt, sounded, tasted, or looked. Embellish the moment with senses.

• What were you thinking?!

If you can describe emotions or feelings related to your topic, you will connect with the reader on a deeper level. Many have felt crushing loss in their lives, or ecstatic joy, or mild complacency. Tap into this emotional reservoir in order to achieve your full descriptive potential.

• Leave the reader with a clear impression.

One of your goals is to evoke a strong sense of familiarity and appreciation in the reader. If your reader can walk away from the essay craving the very pizza you just described, you are on your way to writing effective descriptive essays.

• Be organized!

It is easy to fall into an incoherent rambling of emotions and senses when writing a descriptive essay. However, you must strive to present an organized and logical description if the reader is to come away from the essay with a cogent sense of what it is you are attempting to describe.

What is a Descriptive Essay? How to Write It (with Examples)

A descriptive essay is a type of creative writing that uses specific language to depict a person, object, experience, or event. The idea is to use illustrative language to show readers what the writer wants to convey – it could be as simple as a peaceful view from the top of a hill or as horrific as living in a war zone. By using descriptive language, authors can evoke a mental image in the readers’ minds, engaging readers and leaving a lasting impression, instead of just providing a play-by-play narrative.

Note that a description and descriptive essay are not the same thing. A descriptive essay typically consists of five or more well-written paragraphs with vivid imagery that can help readers visualize the content, as opposed to a description, which is typically one or more plain paragraphs with no particular structure or appeal. If you are still unsure about how to write a compelling descriptive essay, continue reading!

Table of Contents

What is a descriptive essay, types of descriptive essay topics.

• Characteristics of descriptive essays

How to write a descriptive essay using a structured outline

Frequently asked questions.

A simple descriptive essay definition is that it is a piece of writing that gives a thorough and vivid description of an object, person, experience, or situation. It is sometimes focused more on the emotional aspect of the topic rather than the specifics. The author’s intention when writing a descriptive essay is to help readers visualize the subject at hand. Generally, students are asked to write a descriptive essay to test their ability to recreate a rich experience with artistic flair. Here are a few key points to consider when you begin writing these.

• Look for a fascinating subject

You might be assigned a topic for your descriptive essay, but if not, you must think of a subject that interests you and about which you know enough facts. It might be about an emotion, place, event, or situation that you might have experienced.

• Acquire specific details about the topic

The next task is to collect relevant information about the topic of your choice. You should focus on including details that make the descriptive essay stand out and have a long-lasting impression on the readers. To put it simply, your aim is to make the reader feel as though they were a part of the experience in the first place, rather than merely describing the subject.

• Be playful with your writing

To make the descriptive essay memorable, use figurative writing and imagery to lay emphasis on the specific aspect of the topic. The goal is to make sure that the reader experiences the content visually, so it must be captivating and colorful. Generally speaking, “don’t tell, show”! This can be accomplished by choosing phrases that evoke strong emotions and engage a variety of senses. Making use of metaphors and similes will enable you to compare different things. We will learn about them in the upcoming sections.

• Capture all the different senses

Unlike other academic articles, descriptive essay writing uses sensory elements in addition to the main idea. In this type of essay writing, the topic is described by using sensory details such as smell, taste, feel, and touch. Example “ Mahira feels most at home when the lavender scent fills her senses as she lays on her bed after a long, tiring day at work . As the candle melts , so do her worries” . It is crucial to provide sensory details to make the character more nuanced and build intrigue to keep the reader hooked. Metaphors can also be employed to explain abstract concepts; for instance, “ A small act of kindness creates ripples that transcend oceans .” Here the writer used a metaphor to convey the emotion that even the smallest act of kindness can have a larger impact.

• Maintain harmony between flavor and flow

The descriptive essay format is one that can be customized according to the topic. However, like other types of essays, it must have an introduction, body paragraphs, and a conclusion. The number of body paragraphs can vary depending on the topic and available information.

It is crucial to remember that a descriptive essay should have a specific topic and goal, such as sharing personal experiences or expressing emotions like the satisfaction of a good meal. This is accomplished by employing exact language, imagery, and figurative language to illustrate concrete features. These language devices allow the writer to craft a descriptive essay that effectively transmits a particular mood, feeling, or incident to readers while also conjuring up strong mental imagery. A descriptive essay may be creative, or it may be based on the author’s own experiences. Below is a description of a few descriptive essay examples that fit into these categories.

• Personal descriptive essay example

A personal essay can look like a descriptive account of your favorite activity, a place in your neighborhood, or an object that you value. Example: “ As I step out of the front door, the crisp morning air greets me with a gentle embrace; the big chestnut tree in front, sways in the wind as if saying hello to me. The world unfolds in a symphony of awakening colors, promising a day filled with untold possibilities that make me feel alive and grateful to be born again”.

• Imaginative descriptive essay example

You may occasionally be required to write descriptive essays based on your imagination or on subjects unrelated to your own experiences. The prompts for these kinds of creative essays could be to describe the experience of someone going through heartbreak or to write about a day in the life of a barista. Imaginative descriptive essays also allow you to describe different emotions. Example, the feelings a parent experiences on holding their child for the first time.

Characteristics of descriptive essay s

The aim of a descriptive essay is to provide a detailed and vivid description of a person, place, object, event, or experience. The main goal is to create a sensory experience for the reader. Through a descriptive essay, the reader may be able to experience foods, locations, activities, or feelings that they might not otherwise be able to. Additionally, it gives the writer a way to relate to the readers by sharing a personal story. The following is a list of the essential elements of a descriptive essay:

• Sensory details
• Clear, succinct language
• Organized structure
• Thesis statement
• Appeal to emotion

How to write a descriptive essay, with examples

Writing an engaging descriptive essay is all about bringing the subject matter to life for the reader so they can experience it with their senses—smells, tastes, and textures. The upside of writing a descriptive essay is you don’t have to stick to the confinements of formal essay writing, rather you are free to use a figurative language, with sensory details, and clever word choices that can breathe life to your descriptive essay. Let’s take a closer look at how you can use these components to develop a descriptive essay that will stand out, using examples.

• Figurative language

Have you ever heard the expression “shooting for the stars”? It refers to pushing someone to strive higher or establish lofty goals, but it does not actually mean shooting for the stars. This is an example of using figurative language for conveying strong motivational emotions. In a descriptive essay, figurative language is employed to grab attention and emphasize points by creatively drawing comparisons and exaggerations. But why should descriptive essays use metaphorical language? One it adds to the topic’s interest and humor; two, it facilitates the reader’s increased connection to the subject.

These are the five most often used figurative language techniques: personification, metaphor, simile, hyperbole, and allusion.

• Simile: A simile is a figure of speech that is used to compare two things while emphasizing and enhancing the description using terms such as “like or as.”

Example: Life is like riding a bicycle. To keep your balance, you must keep moving – Albert Einstein

• Metaphor: A metaphor are also used to draw similarities, but without using direct or literal comparisons like done in similes.   

Example: Books are the mirrors of the soul – Virginia Woolf, Between the acts

• Personification: This is the process of giving nonhuman or abstract objects human traits. Any human quality, including an emotional component, a physical attribute, or an action, can be personified.

Example: Science knows no country, because knowledge belongs to humanity, and is the torch which illuminates the world – Louis Pasteur

• Hyperbole: This is an extreme form of exaggeration, frequently impractical, and usually employed to emphasize a point or idea. It gives the character more nuance and complexity.

Example: The force will be with you, always – Star Wars

• Allusion: This is when you reference a person, work, or event without specifically mentioning them; this leaves room for the reader’s creativity.  

Example: In the text below, Robert Frost uses the biblical Garden of Eden as an example to highlight the idea that nothing, not even paradise, endures forever.

Then leaf subsides to leaf.

So Eden sank to grief,

So dawn goes down to day.

Nothing gold can stay

– Nothing Gold Can Stay by Robert Frost (1923)

Descriptive essays need a combination of figurative language and strong sensory details to make the essay more memorable. This is when authors describe the subject matter employing senses like smell, sound, touch, and taste so that the reader can relate to it better.

Example of a sensory-based descriptive essay: The earthy fragrance of freshly roasted chestnuts and the sight of bright pink, red, orange fallen leaves on the street reminded her that winter was around the corner.

• Word choice

Word choice is everything in a descriptive essay. For the description to be enchanting, it is essential to utilize the right adjectives and to carefully consider the verbs, nouns, and adverbs. Use unusual terms and phrases that offer a new viewpoint on your topic matter instead of overusing clichés like “fast as the wind” or “lost track of time,” which can make your descriptive essay seem uninteresting and unoriginal.

See the following examples:

Bad word choice: I was so happy because the sunset was really cool.

Good word choice: I experienced immense joy as the sunset captivated me with its remarkable colors and breathtaking beauty.

• Descriptive essay format and outline

Descriptive essay writing does not have to be disorganized, it is advisable to use a structured format to organize your thoughts and ensure coherent flow in your writing. Here is a list of components that should be a part of your descriptive essay outline:

• Introduction
• Opening/hook sentence
• Topic sentence
• Body paragraphs
• Concrete details
• Clincher statement

Introduction:

• Hook: An opening statement that captures attention while introducing the subject.
• Background: Includes a brief overview of the topic the descriptive essay is based on.
• Thesis statement: Clearly states the main point or purpose of the descriptive essay.

Body paragraphs: Each paragraph should have

• Topic sentence: Introduce the first aspect or feature you will describe. It informs the reader about what is coming next.
• Sensory details: Use emphatic language to appeal to the reader’s senses (sight, sound, touch, taste, and smell).
• Concrete details: These are actual details needed to understand the context of the descriptive essay.
• Supporting details: Include relevant information or examples to improve the description.

Conclusion:

• Summarize key points: Here you revisit the main features or aspects of the subject.
• Restate thesis statement: Reinforce the central impression or emotion.
• Clincher statement: Conclude with a statement that summarizes the entire essay and serve as the last words with a powerful message.

Revision and editing:

• Go over your essay to make sure it is coherent, clear, and consistent.
• Check for logical paragraph transitions by proofreading the content.
• Examine text to ensure correct grammar, punctuation, and style.
• Use the thesaurus or AI paraphrasing tools to find the right words.

A descriptive essay often consists of three body paragraphs or more, an introduction that concludes with a thesis statement, and a conclusion that summarizes the subject and leaves a lasting impression on readers.

A descriptive essay’s primary goal is to captivate the reader by writing a thorough and vivid explanation of the subject matter, while appealing to their various senses. A list of additional goals is as follows: – Spark feeling and imagination – Create a vivid experience – Paint a mental picture – Pique curiosity – Convey a mood or atmosphere – Highlight specific details

Although they both fall within the creative writing category, narrative essays and descriptive essays have different storytelling focuses. While the main goal of a narrative essay is to tell a story based on a real-life experience or a made-up event, the main goal of a descriptive essay is to vividly describe a person, location, event, or emotion.

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How to Write a Descriptive Essay

Last Updated: February 24, 2024 Fact Checked

This article was co-authored by Jake Adams . Jake Adams is an academic tutor and the owner of Simplifi EDU, a Santa Monica, California based online tutoring business offering learning resources and online tutors for academic subjects K-College, SAT & ACT prep, and college admissions applications. With over 14 years of professional tutoring experience, Jake is dedicated to providing his clients the very best online tutoring experience and access to a network of excellent undergraduate and graduate-level tutors from top colleges all over the nation. Jake holds a BS in International Business and Marketing from Pepperdine University. This article has been fact-checked, ensuring the accuracy of any cited facts and confirming the authority of its sources. This article has been viewed 1,513,620 times.

A good descriptive essay creates a vivid picture of the topic in the reader’s mind. You may need to write a descriptive essay as a class assignment or you may decide to write one as a fun writing challenge. Start by brainstorming ideas for the essay. Then, outline and write the essay using vivid sensory details and strong descriptions. Always polish your essay and proofread it so it is at its best.

Brainstorming Ideas for the Essay

• You could also choose a fictional person to write about, such as a character in a book, a story, or a play. You could write about a character on your favorite TV show or video game.

• Another take on this option is to write about a made-up place or object, such as the fantastical school in your favorite book or the magic wand from your favorite TV show.

• You could also choose a more specific emotion, such as brotherly love or self-hatred. These emotions can make for powerful descriptive essays.

• For example, if you were writing about a person like your mother, you may write down under “sound” : “soft voice at night, clack of her shoes on the floor tiles, bang of the spoon when she cooks.”

Writing the Essay

• If you are writing the essay for a class, your instructor should specify if they want a five paragraph essay or if you have the freedom to use sections instead.

• For example, if you were writing a descriptive essay about your mother, you may have a thesis statement like: “In many ways, my mother is the reigning queen of our house, full of contradictions that we are too afraid to question.”

• For example, if you were writing the essay about your mom, you may start with: “My mother is not like other mothers. She is a fierce protector and a mysterious woman to my sisters and I.”
• If you were writing an essay about an object, you may start with: "Try as I might, I had a hard time keeping my pet rock alive."

• You can also use adjectives that connect to the senses, such “rotting,” “bright,” “hefty,” “rough,” and “pungent.”
• For example, you may describe your mother as "bright," "tough," and "scented with jasmine."

• You can also use similes, where you use “like” or “as” to compare one thing to another. For example, you may write, “My mother is like a fierce warrior in battle, if the battlefield were PTA meetings and the checkout line at the grocery store.”

• For example, you may write about your complicated feelings about your mother. You may note that you feel sadness about your mother’s sacrifices for the family and joy for the privileges you have in your life because of her.

• For example, you may end a descriptive essay about your mother by noting, “In all that she has sacrificed for us, I see her strength, courage, and fierce love for her family, traits I hope to emulate in my own life.”

Polishing the Essay

• You can also read the essay aloud to others to get their feedback. Ask them to let you know if there are any unclear or vague sentences in the essay.

• Be open to constructive criticism and feedback from others. This will only make your essay stronger.

• If you have a word count requirement for the essay, make sure you meet it. Add more detail to the paper or take unnecessary content out to reach the word count.

Outline for a Descriptive Essay

Expert Q&A

You Might Also Like

• ↑ https://www.writeexpress.com/descriptive-essay.html
• ↑ Jake Adams. Academic Tutor & Test Prep Specialist. Expert Interview. 24 July 2020.
• ↑ https://www.iup.edu/writingcenter/writing-resources/organization-and-structure/descriptive-writing.html
• ↑ https://spcollege.libguides.com/ld.php?content_id=10168248
• ↑ https://www.butte.edu/departments/cas/tipsheets/style_purpose_strategy/descriptive_essay.html
• ↑ https://owl.purdue.edu/owl/general_writing/academic_writing/essay_writing/descriptive_essays.html

About This Article

To write a descriptive essay, start by choosing a topic, like a person, place, or specific emotion. Next, write down a list of sensory details about the topic, like how it sounds, smells, and feels. After this brainstorming session, outline the essay, dividing it into an introduction, 3 body paragraphs, and a conclusion. Open with a vivid introduction that uses sensory details, then introduce your thesis statement, which the rest of your essay should support. Strengthen your essay further by using metaphors and similes to describe your topic, and the emotions it evokes. To learn how to put the finishing touches on your essay, keep reading! Did this summary help you? Yes No

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How to Write a Descriptive Essay

Working on a descriptive essay is like handing your reader a pair of magical glasses – it allows them to see, feel, and experience what you're describing. It's not just about listing facts – it's about immersing your reader in a sensory adventure. Fun fact: Studies show that our brains respond to vivid imagery as if we're actually experiencing the described scene. So, by painting a detailed picture with your words, you're not just telling a story – you're triggering a sensory response in your reader's brain, making the whole experience more memorable and engaging. It's like turning your essay into a mini-vacation for your reader's mind. In this article, students who haven’t delegated their tasks to essay writers yet will find a detailed explanation of descriptive writing with the definition, tips, and examples. Stay tuned!

What Is a Descriptive Essay

A descriptive essay is a form of writing that employs vivid language and sensory details to create a vivid picture or experience for the reader. Unlike other types of essays that may focus on analyzing, persuading, or narrating, the primary goal of this type of an essay is to paint a compelling and detailed picture in the reader's mind. It often involves the writer using descriptive words, metaphors, and other literary devices to convey a sensory experience, allowing the reader to visualize, feel, hear, smell, and taste what is being described. The purpose is to evoke a strong emotional response and engage the reader's imagination, making them feel like they are part of the depicted scene or moment.

In a descriptive essay, the writer carefully selects and organizes details to convey a specific impression or mood. The subject matter can range from a personal experience to observing a place, event, or object. The effectiveness lies in the writer's ability to create a vivid and immersive experience, enabling the reader to connect with the described subject on a deeper level. Ultimately, a well-executed descriptive essay leaves a lasting impression by bringing words to life and making the reader experience the depicted elements in a tangible and memorable way. You can also consult a reflection paper example for additional writing hints.

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Description vs. Descriptive Essay

Description and descriptive essays are related concepts, but they differ in scope and form. Description is a broader term that refers to the act of detailing the characteristics or features of something, someone, or a specific situation. It can be a component of various types of writing, not limited to essays. Description can be found in narratives, expository writing, and even technical or scientific writing, where clarity and precision in detailing are crucial. In essence, description is a tool used in writing to enhance understanding and create a vivid mental image.

On the other hand, a descriptive essay is a specific genre of writing that focuses entirely on painting a comprehensive and detailed picture using descriptive language. It is a more concentrated form of expression, where the writer's primary objective is to engage the reader's senses and emotions. Our custom writers suggest that a descriptive essay typically centers around a particular theme, experience, or subject, and it employs vivid imagery, figurative language, and sensory details to create a captivating narrative. Unlike a simple description, a descriptive essay has a more structured and narrative-oriented format, often with an introduction, body paragraphs, and a conclusion.

What to Describe in Your Essay

In a descriptive essay, you have the opportunity to portray a particular subject vividly, and the key is to engage the reader's senses and imagination. Here are some ideas on what you can describe:

• Scenic Locations. Transport your reader to a specific place – a serene beach, a bustling city street, a lush forest, or an ancient castle. Describe the sights, sounds, smells, and feelings associated with that location.
• Memorable Experiences. Share a personal experience that left a lasting impression on you. It could be a significant event, a life-changing moment, or even a routine activity that holds special meaning.
• People. Describe a person who has had a profound impact on your life or someone you find intriguing. Focus not only on their physical appearance but also on their personality, quirks, and the emotions they evoke.
• Objects. Choose a specific object, whether it's a cherished possession, a historical artifact, or something mundane yet interesting. Explore its significance and how it makes you feel.
• Seasons and Weather. Capture the essence of a particular season or weather condition. Whether it's the warmth of a summer day, the crispness of autumn, or the sound of raindrops on a window – make the reader feel the atmosphere.
• Animals or Pets. Bring to life a beloved pet or an encounter with a fascinating animal. Describe their appearance, behavior, and the emotions they evoke in you.
• Cultural Events. Attend a cultural event, festival, or celebration, and describe the vibrant colors, sounds, and traditions. Explore how these events make you feel and their cultural significance.
• Art and Creativity. Choose a piece of art, a sculpture, or a creative work that captivates you. Dive into the details, uncovering the emotions it evokes and its impact on your perception.

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Two Approaches to Writing a Descriptive Essay

There are generally two primary approaches to writing a descriptive essay, each emphasizing a different aspect of the subject. These approaches help shape the overall tone and purpose of the essay:

Objective Approach. In the objective approach, the writer strives to provide a detailed and accurate portrayal of the subject without injecting personal emotions or opinions. This method is often employed in academic and technical writing. The focus is on presenting an unbiased, factual description that allows readers to form their own opinions. For example, if describing a historical monument, the writer would focus on architectural details, historical context, and other observable features without interjecting personal feelings.

Subjective Approach. Conversely, the subjective approach encourages the writer to infuse personal experiences, emotions, and opinions into the description. This approach is often used in creative writing, personal narratives, or essays that aim to evoke specific emotions in the reader. When using a subjective approach, the writer might vividly describe how the subject makes them feel, drawing on personal memories and sensory experiences. For instance, if describing a favorite childhood place, the writer might delve into nostalgic emotions and memories associated with that location.

The choice between these approaches depends on the writer's goals and the intended impact on the reader. Some essays may even blend elements of both approaches, providing factual details while also conveying the writer's emotional connection to the subject. The key is to be intentional in choosing the approach that best serves the purpose of the descriptive essay. Or, you can buy cheap essay to avoid the trouble now and save valuable free time.

Descriptive Essay Topics

Choosing topics for descriptive essay can greatly benefit students by helping them improve their writing skills and unleash their creativity. These assignments allow students to dive deep into a subject and practice using colorful language, vivid descriptions, and creative imagery. By focusing on details, students learn to observe the world around them more closely and appreciate the nuances of their surroundings. 

Exploring various topics also allows students to expand their knowledge and understanding of different cultures, experiences, and environments, fostering empathy and a broader perspective. In essence, descriptive essay topics provide students with a valuable opportunity to develop their writing abilities while gaining a deeper appreciation for the power of language and observation.

• A day at the beach.
• My favorite childhood memory.
• The cozy corner of my room.
• A rainy day in the park.
• The bustling farmer's market.
• An unforgettable family gathering.
• The charming old bookstore.
• My pet's quirky habits.
• The perfect pizza slice.
• Sunrise over the city.
• A peaceful forest glade.
• The hectic school cafeteria.
• A quiet Sunday morning.
• Exploring a hidden trail.
• The enchanting winter wonderland.
• The lively street fair.
• Inside Grandma's kitchen.
• A colorful autumn day.
• My favorite room in the house.
• The first day of school.
• A historic landmark in my town.
• Sunset on the lakeshore.
• The adorable neighborhood coffee shop.
• A vibrant street art mural.
• My most comfortable outfit.
• The quaint village square.
• A walk through the botanical garden.
• The excitement of a carnival.
• A quirky antique shop.
• Sunday afternoon picnic.

If you need more ideas, consult our guide on narrative essay topics .

Descriptive Essay Outline

An outline for a descriptive essay serves as a roadmap for organizing and structuring the content of your essay to ensure a coherent and engaging narrative. Here's a simple breakdown of the typical components of a descriptive essay outline:

Descriptive Essay Introduction

• Hook. Begin with a captivating opening sentence to grab the reader's attention.
• Thesis Statement. Clearly state the main idea or purpose of your essay.

Body Paragraphs (usually three to four)

• Topic Sentence. Start each paragraph with a clear topic sentence that introduces the main point.
• Details and Descriptions. Elaborate on the topic sentence by providing vivid and specific details, using sensory language to engage the reader's senses.
• Transitions. Use smooth transitions between paragraphs to maintain the flow of the essay.
• Restate Thesis. Recap the main idea of the essay without introducing new information.
• Summarize Key Points. Briefly revisit the main details discussed in the body paragraphs.
• Closing Statement. End with a concluding thought that leaves a lasting impression or provokes further reflection.

Review and Revise

• Check for Consistency. Ensure that your descriptions are consistent and align with the overall theme.
• Grammar and Style. Review your essay for grammatical errors and refine your writing style.
• Peer Review. If possible, seek feedback from others to gain different perspectives on your essay.

Remember, this is a flexible descriptive essay writing framework, and the number of body paragraphs can vary based on the specific requirements of your assignment. The key to how to write a descriptive essay is to maintain a logical and organized structure that guides the reader through a rich and immersive experience of the subject you're describing.

Stages of Writing a Descriptive Essay

Writing a descriptive essay involves several stages, each crucial to the development of a vivid and engaging narrative. Here's an overview of the key stages:

• Choose a Topic. Select a subject that is meaningful, interesting, and conducive to detailed description.
• Brainstorming. Generate ideas related to the chosen topic, jotting down sensory details, emotions, and specific experiences associated with it.
• Thesis Statement. Develop a clear thesis statement that conveys the main purpose or impression you want to leave with your readers.
• Introduction. Craft an engaging introduction that hooks the reader and includes the thesis statement.
• Body Paragraphs. Develop each paragraph around a specific aspect of your topic, providing detailed descriptions and utilizing sensory language.
• Organization. Arrange your paragraphs logically, using a chronological, spatial, or thematic structure to guide the reader through the experience.
• Transition Sentences. Use transitional sentences to ensure a smooth flow between paragraphs and ideas.
• Content Review. Evaluate the effectiveness of your descriptions, ensuring they contribute to the overall theme and purpose of the essay.
• Clarity and Coherence. Check for clarity and coherence in your writing, ensuring that readers can follow your narrative easily.
• Sensory Language. Enhance the use of sensory language, making sure that your descriptions evoke vivid images and engage the reader's senses.
• Thesis Refinement. Fine-tune your thesis statement to reflect any adjustments made during the drafting process.

Editing and Proofreading

• Grammar and Punctuation. Review your essay for grammatical errors, punctuation issues, and proper sentence structure.
• Consistency. Check for consistency in tense, point of view, and overall writing style.
• Word Choice. Ensure that your vocabulary is precise and contributes to the richness of your descriptions.
• Final Check. Conduct a final proofread to catch any remaining errors, typos, or formatting issues.
• Peer Review. If possible, seek feedback from peers or instructors to gain additional perspectives on your essay.
• Structure. Ensure your essay has a clear structure with an introduction, body paragraphs, and a conclusion.
• Font and Font Size. Adhere to any specific formatting guidelines provided by your instructor, including font type and size.
• Margins and Spacing. Check and adjust margins and line spacing according to the formatting requirements.
• Title and Headings. If required, include a title and headings, making sure they are appropriately formatted.
• Citations. If using sources, ensure proper descriptive essay format according to the citation style (APA, MLA, etc.).

By following these stages, you can systematically develop and refine your essay, creating a compelling and immersive experience for your readers.

Descriptive Essay Examples

A descriptive essay example is like a practical guide for students, showing them how to write in a way that really grabs people's attention. They help students see how to use colorful language and organize their thoughts. By looking at the examples, students can understand how to make their writing more engaging and bring their ideas to life. They also inspire students to get creative and find their own unique style. Examples are like a roadmap, navigating students who google ‘ do my homework ’ through the writing world and making them more confident and expressive communicators.

Example 1: "A Tranquil Morning at Sunrise Cove"

This descriptive essay paints a vivid picture of the enchanting Sunrise Cove, capturing the serene and captivating atmosphere that unfolds during the early morning hours. From the magical transformation of the landscape bathed in the warm hues of dawn to the melodic symphony of nature's sounds, the cove emerges as a tranquil haven untouched by the hustle and bustle of modern life. Beyond its picturesque beauty, Sunrise Cove provides a space for introspection and reflection, inviting visitors to immerse themselves in the peaceful ambiance and find solace in the quietude of the moment. Ultimately, the essay celebrates the profound beauty and respite offered by this hidden sanctuary as the sun continues its journey across the sky, leaving the cove awash in warmth and tranquility.

Example 2: "The Enchanting Serenity of Moonlit Beaches"

This descriptive essay explores the enchanting beauty of moonlit beaches. It vividly depicts the scene of a beach illuminated by the soft glow of the moon, emphasizing the visual, auditory, and emotional elements that contribute to its allure. The essay is structured into three main paragraphs: the silvered canvas, the symphony of silence, and a tapestry of emotions. Each paragraph delves into a specific aspect of the moonlit beach experience, from the shimmering reflections on the sand and water to the peaceful silence that reigns during the night and, finally, the emotional resonance that the scene evokes. The overall theme highlights the transformative and serene nature of moonlit beaches, portraying them as a timeless sanctuary for introspection and contemplation.

Learning how to compose descriptive essays is a powerful tool that empowers students to express themselves vividly, sharpen their observational abilities, and communicate with precision. The ability to create a sensory-rich experience on paper not only enhances academic performance but also cultivates a lifelong skill set essential for effective communication in various aspects of life.

They encourage students to delve into their surroundings, tap into their creativity, and paint a detailed picture with words. The process of carefully selecting and arranging descriptive details not only refines their writing abilities but also hones their critical thinking skills. As students engage in this form of expression, they learn to appreciate the nuances of language, fostering a deeper connection to the written word. Need help with this assignment? Use our descriptive essay writing service right now!

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Descriptive Essay

Definition of descriptive essay.

A descriptive essay , as the name implies, is a form of essay that describes something. In this genre , students are assigned the task of describing objects, things, places, experiences, persons, and situations. The students use sensory information to enable readers to use their five senses of touch, taste, smell, hearing, and sight to understand the topic of the essay.

Qualities of a Descriptive Essay

• Clear and Concise
• Use of Images
• Use of Five Senses

As far as clear and concise language is concerned, it is necessary to describe things precisely. Imagery is used to make things seem real and remarkable. The use of the five senses creates the imagery, or a mental picture, for each reader.

Difference Between a Description and a Descriptive Essay

A description could be just a paragraph, or it could be longer, as needed to fully describe the thing. However, a descriptive essay has five paragraphs. It is written in a coherent way with a good thesis statement at the end of the introduction , three body paragraphs , and a conclusion .

Examples of Descriptive Essays in Literature

Example #1:  the corner store (by eudora welty).

“Our Little Store rose right up from the sidewalk; standing in a street of family houses, it alone hadn’t any yard in front, any tree or flower bed. It was a plain frame building covered over with brick. Above the door, a little railed porch ran across on an upstairs level and four windows with shades were looking out. But I didn’t catch on to those. Running in out of the sun, you met what seemed total obscurity inside. There were almost tangible smells — licorice recently sucked in a child’s cheek, dill pickle brine1 that had leaked through a paper sack in a fresh trail across the wooden floor, ammonia-loaded ice that had been hoisted from wet croker sacks and slammed into the icebox with its sweet butter at the door, and perhaps the smell of still untrapped mice.”

This description of the “Little Store” is not only clear and concise, but also has images and sensory information about the store building.

Example #2: And the Orchestra Played On (by Joanne Lipman)

“The hinges creaked when I opened the decrepit case. I was greeted by a cascade of loose horsehair — my bow a victim of mites, the repairman later explained. It was pure agony to twist my fingers into position. But to my astonishment and that of my teenage children — who had never heard me play — I could still manage a sound. “It turned out, a few days later, that there were 100 people just like me. When I showed up at a local school for rehearsal, there they were: five decades worth of former students. There were doctors and accountants, engineers and college professors. There were people who hadn’t played in decades, sitting alongside professionals like Mr. K.’s daughter Melanie, now a violinist with the Chicago Symphony Orchestra. There were generations of music teachers.”

In the first paragraph of this descriptive excerpt, the author clearly describes the decrepit nature of the violin case, as well as the damage time has done to the bow. The second paragraph is a description of the characters , and their similarities.  Both use sensory information for effective descriptions.

Example #3: Yarn (by Koyoko Mori)

“The yellow mittens I made in seventh-grade home economics proved that I dreamed in color. For the unit on knitting, we were 1 supposed to turn in a pair of mittens. The two hands had to be precisely the same size so that when we held them together, palm to palm, no extra stitches would stick out from the thumb, the tip of the fingers, or the cuff. Somewhere between making the fourth and the fifth mitten to fulfill this requirement, I dreamed that the ball of yellow yarn in my bag had turned green. Chartreuse, leaf, Granny Smith, lime, neon, acid green. The brightness was electric. I woke up knowing that I was, once again, doomed for a D in home ec.”

See the use of colors in this paragraph by Koyoko Mori. This is called “pure description,” in that the description appeals to the senses. The use of word “brightness” in the last line is striking one.

Example #4: The Taj Mahal (by Salman Rushdie)

“And this, finally, is why the Taj Mahal must be seen: to remind us that the world is real, that the sound is truer than the echo, the original more forceful than its image in a mirror. The beauty of beautiful things is still able, in these image-saturated times, to transcend imitations. And the Taj Mahal is, beyond the power of words to say it, a lovely thing, perhaps the loveliest of things.”

Check this short description of the Taj Mahal by Salman Rushdie. This description presents a different picture of the Taj Mahal.

Function of Descriptive Essay

A descriptive essay presents a person, place, or thing, in a way that readers feel as if it is in front of their eyes, or that they are tasting it, or that they can hear it, or that they can smell it. Writers use sensory information to describe object . The object of the writer is to present a picture of something as honestly as he can.

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Descriptive Essay

Descriptive Essay Examples

Last updated on: Nov 20, 2023

Descriptive Essay Examples - 8 Examples To Help You Write Better

By: Cathy A.

10 min read

Reviewed By: Rylee W.

Published on: Dec 31, 2019

Do you need some good descriptive essay samples to understand how these essays work? We are here to help you write a descriptive essay with remarkable success!

So stay with us to learn the basics with the help of some great descriptive essay examples.

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What is a Descriptive Essay?

A descriptive essay describes and gives sensory details about a person, place, event, or thing in an in-depth and detailed manner. It is different from writing a narrative essay.

The aim of descriptive essay writing is to make the reader feel and see a certain thing, place, or person from your perspective. Your readers may have different points of view about the topic, your job is to make them see what you feel and believe.

These types of descriptions are often found in the literature; novels and dramas, where the writer constricts the whole scene through his or her words. 

Ever noticed how you feel like actually seeing the character from a novel in your mind? Or a place? This is the power of a descriptive narrative.

What is the Aim of Descriptive Writing? 

The sole aim of a descriptive essay writer is to draw a realistic and actual picture in front of the reader. These essays are a part of high school and college level and students. 

Teachers give this type of descriptive writing task to students for developing the students’ skills of describing and explaining something in a detailed manner.

This skill is quite helpful in professional life as the students will know how to analyze something in detail and by considering its different angles.

While writing a descriptive essay can be a fun and enriching experience. Describing your emotions and feelings and dealing with a sensitive topic can be a challenging and daunting task. However, with practice, you can do it successfully.

Good Descriptive Essay Examples

It is not an easy task to write a descriptive essay at first attempt. This is why many students turn to the examples of a descriptive essay to understand its structure and content.

Samples and examples are great to help the students understand how to write certain types of essays. Every essay and assignment is different and, therefore, to score well, you need to be mindful of the content that you add to them.

Effective descriptive essay writing is more about describing different aspects and traits of the chosen subject and the type of feelings they inspire. Commonly, these types of essays describe a particular person, an event, a place, or an emotion with the aim to make the reader feel your way.

Descriptive essay example for grade 6

Descriptive essay example college

Descriptive essay example for university

Don’t give up! Continue reading to explore more amazing examples

Descriptive Essay Example about a Person

Writing about a person is probably the first choice of many students. They like to describe their parents, especially siblings, best friends, and teachers in their essays. However, when you choose to write about a person, it is better that you write about someone who you know.

Descriptive Essay Example about a Person (PDF)

Descriptive Essay Example about an Event

As humans, we come across a number of events and happenings. From casual friends get together to very formal weddings and parties, each one of us has something to talk about.

The descriptive essays about events describe the event, how the writer felt about it along the surrounding details.

Just like we say, a descriptive essay ‘describes’ the topic. In the case of descriptive essay examples about an event, the details will include the kind of event, the level of excitement of the writer, the surroundings, and an overall feeling.

Descriptive Essay Example about an Event (PDF)

Descriptive Essay Example About a Place

Describing a place that you visited in your summer holidays is quite an enjoyable experience. It is like you are visiting the same place again and having the same feelings.

When describing your favorite place in an essay, use vivid language. You can describe the details like the weather of the place, the main place that you visited, the kind of feeling you had.

Descriptive Essay Example about a Place (PDF)

Descriptive Essay Example about Emotions

Describing emotions and feelings is difficult.

Memories, emotions, and feelings are abstract and, therefore, explaining them is not easy. They cannot be explained independently, as you can explain a place or event.

A descriptive essay about emotions includes an event and the feelings associated with it. These could be feelings of sadness, anxiousness, confusion, surprise, and happiness.

Whatever emotions you describe, you can use related adjectives and adverbs to describe them.

Descriptive Essay Example about Emotions (PDF)

Descriptive Essay Example About a Visit

A visit to a doctor, a visit to a zoo, and your first visit to a museum, all make excellent descriptive essay topics.

If you go somewhere for the first time, it is natural to have a plethora of feelings and emotions. These could be feelings of joy and even fear.

Descriptive Essay Example about a Visit (PDF)

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Descriptive Essay Outline

Like every essay sample, a descriptive essay has an outline and format. The essay follows the traditional essay structure and includes:

1. An Introductory Paragraph

The first paragraph of an essay is the introduction and it usually sets the mood for the entire essay.

A good descriptive essay has a strong opening. It introduces the reader to the main topic and what the essay will be about. However, these details are brief and introduce the main topic only.

Some students think that adding more details in this section will add value to their work. Wrong. It will only minimize their chances of expanding the topic in the main paragraphs and leave them with fewer details.

2. Thesis Statement

A thesis statement tells the reader about the thesis question, based on the topic, and the writer’s claim and main argument. It is written after the introduction and before the main paragraphs.

A thesis statement is written at the end of the introduction, it is mainly a single sentence that describes the essay objective.

3. Body Paragraphs

The body paragraphs take more than half of the entire essay and include all the main claims and arguments of the essay. Generally, it has three paragraphs but depends on the topic and its scope. Some topics may not have much to write about while others may have a wide scope and material.

However, if you feel that your topic does not have much room for expansion, do not try to drag it. It will only ruin its essence and overall feel.

4. Conclusion

A solid closing means a solid essay.

Some students think that because it is a closing paragraph, it requires less focus and is less important. But it is not the case. A clumsy conclusion will leave a bad impression and all your hard work may go to waste.

But, a conclusion is also not a place for new ideas. Stay brief and to the point.

To learn more about descriptive essay structure, you can watch this helpful video

Now that you know the basic outline, you can learn how to write a descriptive essay by visiting our blog and working with those tips and tricks.

Create captivating essays effortlessly!

Descriptive Essay Topics 

Got inspired by the examples and looking to write your own essay? So select the topic of your choice from the list below and write a tempting essay…

• The street I love to walk around  in
•  Exploring the beauty of nature
• The pleasing sounds of rain 
• The most meaningful experience I had in college
• Exploring a hidden gem in my hometown 
• My favorite book character 
• A day spent in my dream destination 
• Memories of various festivals I have celebrated  
• My favorite food that always brings back memories
• These are some
• The beauty of the rising sun in winter

Choosing a Topic for your Essay

Choosing a topic for your descriptive essay can be difficult and challenging. The reason is there are so many things to write about like

• Relationships
• Favorite place
• Experiences
• Things 
• Scenarios and many more.

All of these subjects make great descriptive essay topics. Some quick tips to help you choose a great descriptive essay topic include:

• Choose a topic that interests you
• Choose a topic with a good scope
• Choose something that inspires you emotionally
• Choose a topic that appeals to all five or at least one to two senses
• Choose the topic according to your audience
• Choose a topic that is interesting and will keep your readers glued and engaged

For interesting essay topics and ideas, visit our blog and get 100+ descriptive essay topics to choose from.

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Elements of a Great Descriptive Essay

Great essays are based on elements relevant to the main topic and explain it in detail. Just like other types of essays, descriptive essays are specifically based on describing the main topic. You can do this by using figurative language and words that appeal to the five senses like touch, taste, sight, etc. of the readers.

Some core elements include:

• Choosing a specific subject:

Choosing the right and appealing subject is essential for a good descriptive essay. Research and make a list of the topics that interest you and see which one you could use for your essay. make sure that you know how to work on that topic before finalizing it.

• Select the Details:

You cannot write about everything. No matter how many details there are, you have to choose the most dominant ones and stick to them closely.

• Organize the Details:

Once you have chosen the details and organize them in chronological order. This step is especially important if you are talking about an event because then you have to add details related to the event.

• Use Descriptive Language:

Descriptive and figurative language is a must if you want to draw a clear picture in front of your readers. Adjectives and adverbs, similes and metaphors, and comparisons are some techniques that you could use to compose your descriptive essay.

• Use Appropriate Language:

Relevant language will help you in presenting the information in a coherent and simple manner. The topic of your essay will decide the kind of language that you will use in your essay.

• Do Not Drag the Essay:

Dragging the essay will do no good for your essay. Writing an engaging essay is essential for successful descriptive essay writing. Coherent, relevant, and engaging facts will add credibility and a natural flair to your essay.

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Frequently Asked Questions

How many paragraphs are in a descriptive essay.

Like any other essay, a descriptive essay also must have at least five paragraphs. The number of paragraphs could increase, based on the scope and need of the topic.

How can I write a good descriptive essay?

Writing a good descriptive essay requires vivid and detailed descriptions, creating an experience for the reader. To do this, it’s important to use clear language that creates images in the reader’s mind. 

Additionally, using sensory details can help engage the reader and make them feel as if they are partaking in the experience described. 

What are some examples of things you could describe in a descriptive essay?

Examples of things you could describe in a descriptive essay include a location, person, object, or event. Each of these should be explored in detail to help the reader form an accurate mental image.

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Cathy has been been working as an author on our platform for over five years now. She has a Masters degree in mass communication and is well-versed in the art of writing. Cathy is a professional who takes her work seriously and is widely appreciated by clients for her excellent writing skills.

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How to Write a Descriptive Essay

This could be something as simple as your favorite flavor of ice cream or as complicated as the politics of 13th century Vienna. Different than a simple description, a descriptive essay allows the writer to really show off both their imagination as well as their writing skills.

What is a Descriptive Essay?

A descriptive essay is a type of academic writing that asks the writer to fully describe a place, person, situation, event, or thing. They can be simple or they can be very complex depending on the subject matter and audience written for. These types of essays train a writer’s ability to express themselves accurately as well as build compelling sentences and arguments.

Descriptive Essay Ideas

There is no exhaustive list of things that can be described, but these are some of the most common things you may be asked to write about. 

A Location - The goal of writing about a place is to make the reader feel as if they are there. Words, similes, and metaphors that ignite the reader’s imagination are essential. Try and immerse the reader in the sights, smells, and sounds of the place you are describing. Examples could be a city, a view, a particular building like your house, etc. 

A Time Period - Similar to writing about a location, the goal is to make the reader lose themselves in the time you are describing. This requires great research to be able to describe physical characteristics as authentically and as well as possible. This could include how you felt a year ago, an ancient time period, or the future.

An Event - The goal of describing an event is to explain a series of interesting circumstances. Typical storytelling elements like describing the plot, setting, and characters are useful, but make sure you focus on the chain of events.

An Emotion - The goal of describing an emotion is to make the reader feel the sentiments of the character you are describing. Metaphors and similes are very useful when trying to evoke an emotion in a reader along with physical descriptions that express the emotion. 

A Person - The goal of writing about a person is to make the reader understand something about that person. This includes physical descriptions of what they look like, what kind of clothing they wear, a sense of the physical presence along with their profession,  as well as how they behave. 

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Descriptive Essay Outline and Structure

Though a descriptive type of essay is quite different from a typical academic paper, it still follows a classic 5 paragraph format. Always follow any directions though, sometimes you may need more or fewer body paragraphs. This is a general structure you should keep in mind for this type of essay.

Introduction

• Introduction/background information

Body Paragraphs

• Topic Sentence
• Sensory Information
• Physical Descriptions
• Transition Sentence
• Summary of the main points
• Restate the thesis

An outline is always a good idea for any kind of writing, but it is particularly useful for this type of essay because it collects your thoughts and makes sure your essay stays on track. 

Introduction 

• Hook - The sting of salty water, the hypnotic crash of the waves, the breathtaking sunsets, the best vacation spot?
• Background information - Everyone is different and everyone likes different types of things. When it comes to vacations though, there is a place that almost everyone enjoys.
• Thesis - In my opinion, the beach is the best possible vacation spot because of the variety of ways one can enjoy it. 

Body Paragraph 1 

• Topic Sentence - The beach has many kinds of natural beauty
• Sensory information - The unlimited expanse of the ocean combined with glorious sunrises and sunsets.
• Physical descriptions -The crunch of sand below your bare feet and the crash of waves on your body.
• Transition sentence - There’s more than just natural beauty though, there are physical activities to enjoy as well 

Body Paragraph 2

• Topic Sentence - The beach has unlimited activities for physical enjoyment.
• Sensory information - The thrill of battling with the ocean, the joy of falling on the sand, the wind streaming through your hair, and the pleasant tingling of the sun on bare skin.
• Physical descriptions - Water sports like surfing, jet skiing, and the like allow you to exercise in one of the most fun ways possible. Not to mention sports like frisbee, volleyball, beach soccer, and more.
• Transition sentence - If you just want to relax, the beach is perfect for that too!

Body Paragraph 3

• Topic Sentence - The beach is ideal just to relax, destress, and take it easy. 
• Sensory information - To relax as you are massaged by either human hands or the sun is a pleasure. Lazing around might be frowned upon, but the beach is the ideal place to spend some time taking care of yourself and letting the stresses of the world melt away.
• Physical description - Whether it’s reading a book, or enjoying a refreshing beverage with umbrellas in it, you can get taken care of on the beach. Building sandcastles, painting, and meditating are other activities easily and freely enjoyed. 
• Transition sentence - The beach has so much to offer.
• Summary of the main points - Whether it’s nature, physical exercise, or simple relaxation, the beach can offer all of that and more. 
• Restate the thesis - That’s the main reason that a beach is the ideal vacation spot, it allows for diverse ways of having fun. 
• Closing statement/Clincher - Think about the last time you went to the beach, don’t you want to go again?

What is the Purpose of a Descriptive Essay?

It should leave the reader with a clear idea of the topic of the essay. The goal is to explain things in a comprehensive and interesting way so that the information stays with the reader. Let’s go into the details of how to accomplish this. 

Did you like our inspiring Descriptive Essay Guide?

For more help, tap into our pool of professional writers and get expert essay editing services!

Writing Process & Descriptive Essay Examples

It may seem challenging to write a successful essay of this type, but if you follow the advice below, it will be a breeze. 

How to Start a Descriptive Essay

Making sure you choose the right topic is the first hurdle to cross. A topic for a descriptive essay is vital because it is the main subject you will be writing about. Spend at least 20 minutes brainstorming different topic ideas and make sure you choose a topic that you know well.

Next, create an outline to better structure your thoughts and figure out the pieces of information you need to find out more about. The more time you spend creating a well-researched outline, the better your endpaper is going to be, and you’ll end up spending less time on actually writing the paper. Now you can move on the writing the descriptive essay introduction.

How to Write a Descriptive Essay Thesis

A thesis statement is the main argument you are trying to make in your paper. It is the main point you are trying to describe. A good thesis statement for descriptive essay is particular without being too brief. It should include not only just what the topic is, but also mention why the topic is important.

How to Write Body Paragraphs

You can have as many body paragraphs as you think are necessary to achieve the goal of describing something clearly. This means you could have just one body paragraph, the standard three, or more. 

Start every paragraph with a topic sentence that explains what the main purpose of the paragraph is. Next fill in sensory details, describing the emotions before moving on to describing the actual physical details. End each body paragraph with a transition sentence that helps each paragraph flow into the other. Not only does this make your writing stronger, but it also helps you create an immersive experience.

How to Write the Conclusion 

Summarize the main points of your essay and make sure that you reiterate the thesis statement. This reminds people of the point of your essay and ensures that when writing, you don’t stray too far from the point. 

Descriptive Essay Format 

There are 3 main formats of citation types for essays. Though the most common one is MLA, it is possible that you may have to use APA or Chicago Style citations. 

MLA stands for Modern Language Association and is used primarily for the arts and humanities.  MLA uses in-text parenthetical citation in the format of (Author, Page). The page at the end that contains all the sources is called the Works Cited page. The format of these entries is unique to MLA but is easy to make with a citation generator. 

APA stands for American Psychological Association and is used mostly for the sciences and social sciences. APA uses in-text parenthetical citations in the format (Author, Date). The page at the end that contains all the sources is called the References section

Chicago Style is used primarily for Business, History, and the Fine Arts. In-text citation can be either as footnotes or parenthetical citation in the format (Author, Date). The page at the end that contains all the sources is called the Bibliography. 

Most descriptive essays will follow the MLA style of citation, but if you need any more help, find a guide on Studyfy.com for more information about citation styles in general. 

Descriptive Essay Topics

The topic is crucial, because all the research you do, and the entire paper, will specifically be about describing the topic. Here are some descriptive essay prompts to inspire you!

The person you’ve most admired in your life

A movie scene that made you feel strong emotions

The time period you would travel to if you had a time machine

Why a beach is better than the mountains for a vacation (or vice versa)

The taste of a drink when you are incredibly tired

An author that inspired you 

Your favorite cuisine

The best place in the world to be by yourself

The best Christmas morning you’ve ever had

An accent that you really enjoy 

A time when you wanted something so much it burned

Describe the day in the life of your favorite celebrity 

The joy of escaping into a video game

What dancing means to you 

A life philosophy you believe in 

The feeling of holding a baby in our arms

The sound of crashing waves

Standing in front of a gorgeous view

A vacation that was meaningful 

Why fireworks are magical 

The first time you cosplayed 

How it feels to listen to music that you hate 

The best thing you have ever eaten in your life

What would it be like to live 100 years in the future

Why hearing people laugh is beautiful 

A day in the life of your favorite animal 

A strange superstition you believe in

The strangest person you’ve ever met

Your favorite tv show 

Playing your favorite sport 

What it’s like to be in love

Descriptive Essay Tips

Before we end, let’s go over some of the key points of information in this article.

• Use figurative language including metaphors and similes 
• Use your senses
• Choose appropriate words
• Show don't tell 
• Focus on specific details
• Spend time choosing the right topic
• Create a detailed outline
• Forget about the purpose of the essay
• Submit your first draft
• Make it too complicated
• Ignore your audience 
• Ignore any directions

In addition to the information provided in this article, there are various resources available to help with your writing needs. If you are struggling to write your descriptive essay, you can turn to professional writers and editors for assistance. You may consider hiring a research paper writing service or seeking help from dissertation writers .

Additionally, if you need someone to " write my admission essay ", there are various options available. You can hire a writer for a custom writing service or seek help from online tutors and teachers. Furthermore, if you need to write a strong admission essay, there are services available that specialize in providing guidance and assistance with this type of writing.

It is important to note that before submitting any work, it should be proofread and edited thoroughly to ensure its quality. Studyfy offers a range of services to help with this, including professional proofreaders and editors who can check your work for grammatical errors and ensure that it meets academic standards.

In summary, there are various resources available to help with your writing needs, including professional writing services, proofreaders, and editors. By utilizing these resources and following the guidelines outlined in this article, you can write a successful descriptive essay that effectively conveys your ideas and engages your readers.If you are looking for the query " I need someone to write an essay for me ", Studyfy has got you covered

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4.14: Descriptive Essays

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Learning Objectives

• Describe techniques for writing effective descriptive essays or effective passages with description

Description

Description is a rhetorical mode you’ll want in your toolbox because it places your reader in the scene you’re describing. You’ll likely relate this tool to fiction, because the best novels use description to capture our imagination. But description can be important in a personal narrative, a compare and contrast essay, and even a research paper.

Take a look at the detailed imagery in this example from Between the World and Me , by Ta-Nehisi Coates.

It was always right in front of me. The fear was there in the extravagant boys of my neighborhood, in their large rings and medallions, their big puffy coats and full-length fur-collared leathers, which was their armor against their world. . . . I think back on those boys now and all I see is fear, and all I see is them girding themselves against the ghosts of the bad old days when the Mississippi mob gathered ’round their grandfathers so that the branches of the black body might be torched, then cut away. (14)

Coates does so much work in this description of the young men in his neighborhood. Their coats and rings are not literally armor, but the descriptive language allows us to see these things as their armor against a fear driven by a history of lynching. In just a few carefully chosen descriptive words and images, Coates makes an emotional appeal for a different way of seeing these “extravagant boys.” He takes us both to the streets of Baltimore where these boys walk and to the “bad old days” of Mississippi where African-Americans could be lynched with impunity. Clearly, Coates’s use of language transports his reader with compelling, sensory language.

The following passage, for example, could be used in a petition to give the Jemaa el-Fnaa, a marketplace in Marrakesh, protected UNESCO status:

Vivid description can help your audience make an emotional connection to your subject, which is where the true power of the written word lies.

Like many rhetorical strategies for writing essays, description rarely stands alone. So you will be called upon to use your descriptive writing skills in many different kinds of essays.

You can’t compare two items unless you describe them. You can’t illustrate abstract concepts or make them vivid and detailed without concrete description.

We have five senses: touch, taste, smell, sight, and sound. So, what does it look like, feel like, smell like, or taste like to be hot?

• “The sweat mixed with its salt stung my eyes, and it dripped from my forehead and slid down my brow.”

In concrete “show, not tell” description, leaves are not “soft” but “velvet”; sirens are not “loud” as much as they “start my Labrador to howling and vibrate the glass panes in my front door.”

Show, Don’t Tell

Russian short story author and physician Anton Chekhov succinctly demonstrates how to show rather than tell in the following quote:

Don’t tell me the moon is shining; show me the glint of light on the broken glass.

The following illustrates a progressive improvement in description:

• My friend is big.
• My friend Jamie weighs 320 pounds and is 5’10”.
• Since he would never let me risk danger on my own, Jamie scrunched his 5’10’’ frame and all 320 pounds through the narrow cave entrance and into the black tunnel behind me.

Descriptions when using abstract words or concepts are even more important when using concrete objects. For example, your instructor crooks her arm and cups her right hand, stating, “Pretend I am holding a grapefruit. Describe it.” You and your classmates shout out words: “yellow,” “juicy,” “softball-sized,” “pink and pulpy,” and so on. She then cups the left hand and says, “Pretend I am holding love. Describe it.” What would you say? And how do you qualify love and make it distinct? Yes, love is “patient” and “kind,” “sexy” and “luscious,” but these are still abstract words that can have differing meanings to different people. Does love “warm me like a cup of hot chocolate by a fire”? Does it “get up first on a cold morning to make coffee”?

Description is about creating pictures; words are your paint.

Sample Descriptive Essay

Here you’ll see a traditional or typical sample descriptive essay from a beginning writing class. In this assignment, the student was asked to write an essay describing an important day, such as a first date, and to follow MLA guidelines in the essay.

Contributors and Attributions

• Modification, adaptation, and original content. Authored by : Audrey Fisch for Lumen Learning. Provided by : Lumen Learning. License : CC BY: Attribution
• Description Essay. Provided by : Boundless. Located at : courses.lumenlearning.com/boundless-writing/chapter/types-of-rhetorical-modes/. License : CC BY-SA: Attribution-ShareAlike
• Descriptive Essay. Provided by : Excelsior College Online Writing Lab. Located at : https://owl.excelsior.edu/rhetorical-styles/descriptive-essay/ . License : CC BY: Attribution
• The Chronicles of Narnia book series. Authored by : MorningbirdPhoto. Provided by : Pixabay. Located at : pixabay.com/photos/books-reading-series-narnia-1141911/. License : Other . License Terms : pixabay.com/service/terms/#license

How To Write A Descriptive Essay?

26 April, 2020

11 minutes read

Author:  Tomas White

Descriptive essay is one of the hardest forms of writing. To master descriptive writing, you must be creative and craft a scene that all readers can picture with words alone. This freedom and creativity can make it one of the most rewarding and fun essays to write. It is the backbone of all artful writing like poetry, novels, and even television scripts. We prepared this guide for You to learn all you need to know about descriptive writing. Let's start!

What is a Descriptive Essay?

The goal of a descriptive essay is simple, choose a subject and describe it. The subject could be anything:

A descriptive essay is all about describing the subject in great detail. Being a type of expository writing , it gives you great freedom to paint a picture with your words, shares a once in a lifetime event with the reader or makes them feel something.  It is better to choose a descriptive essay topic that has lots of qualities to discuss for example a person might have a more interesting feature to describe than a paper towel. Choose a subject you connect with emotionally or have a personal history with. The best descriptions come from retelling an experience.

The Difference Between Descriptive and Narrative Essays

The main difference between descriptive and narrative essays lies in the structure and purpose of the essay. A descriptive essay is used to describe a subject to present a clear picture of it. As such, it only requires you to describe the item in a logic fashion. A narrative essay’s purpose is to tell a story. As such, it requires a plot and logical progression to an outcome. A person’s face can be the subject of a descriptive essay. But it would be hard to write a narrative piece that follows the person’s face as the central plot of a story.

Showing VS Telling

A descriptive essay values details over facts. This is also known as showing vs. telling. To  show  something is to describe using the five senses, how it looks, how it smells, how it tastes, how it feels and how it sounds. Imagine the reader as an alien, who has never experienced the subject for themselves. How would you describe it then?

To give you an understanding of how to differentiate between showing and telling I’ll write an example of a descriptive paper that describes my favorite place.

The above example tells you, as it doesn’t evoke any of your senses. It is a senseless description . It’s vague and hard to imagine.

This description is more detail and easier to imagine because of the following changes:

• The choice of words like ‘haven’ instead of ‘like’ add a showing element as it is showing in what way I like the library.
• Putting describers before items like ‘brightly colored’ books makes it easier to see.
• And choosing words with more like ‘towering’ instead of ‘tall’ makes the description less full.
• The description of the books shows what they do, not what they are. These are important points to consider when writing a descriptive essay.

A good exercise for descriptive writing and is to read descriptive essay examples and pick out the words that do the four points outlined above. Analyzing other’s descriptive writing will make your own descriptive work stronger. Can you pick out another place in the descriptive essay example above where those four changes occur and what it lends to the description?

Still having problems with your descriptive paper? All you need is to request help from our top-notch essay writing service and our essay writer make it for you !

How to Choose a Descriptive Essay Topic?

When deciding what to highlight about your topic, take a step back and look at what draws you to it. A campfire has bright, flickering colors, a satisfying crackling sound, and a sort of flow as it moves from the bottom to the tip of the flame. Place yourself in proximity to the subject and describe the parts that stimulate your senses the most.

Title Examples of Descriptive Essays

Here are some examples of descriptive essay topics that are fun to write:

Pick something you can see right now and think about how you’d describe that.

Related Posts: Argumentative essay topics | Compare&Contrast essay topics

How to Set Up a Proper Description?

Slow down and think about what you want to invoke. Don’t rush into a description or you’ll likely end up with something weaker than you could have. Take your topic aside and write some sentences describing how it charms each sense – the five senses being:

Keep a thesaurus on hand to switch some of the more basic words out. If you can read your paragraph back and vividly imagine the item you’ve described, you’ve done it.

How to write a Descriptive Essay Outline

Starting your descriptive essay without a plan can lead to a messy and sprawling description.  Learning to outline your ideas is just as important as knowing how to write them.

Related Posts: How to write an Essay outline  | How to write an Essay introduction  

 Creating an Introduction for a Descriptive Writing

Once you have chosen the subject to write you need to plan the introduction for your descriptive paper. An introduction needs to include a thesis statement and three features of the thing you are describing.   The introduction should start with a thesis statement that states how you feel about your topic. This should then be supported with three qualities defining those feelings.

These thesis statements aren’t meant to be complex. All they’re meant to do is to set up your reader for your descriptions. It is important to include three reasons that you can expand on describe in great detail as they will form the paragraphs of your descriptive paper.

Planning and Writing the Body of a Descriptive Essay

Looking at your thesis statement, take those three reasons and break them down into their own paragraphs. Describe hanging out with your friends at the beach, talk about the food you’d eat, the activities you’d participate in. Detail what huskies do when they’re energetic, what shows that they get along with other dogs?

It helps to write about each way you can describe an item on a separate sheet of paper. Use that sheet as your descriptive essay outline. Take each item and write what sense you can use to describe the item in each paragraph.

For example, if you want to talk about eating a popsicle on the beach you could include how cold against your tongue for touch, that it smelt and tasted like raspberries, it was a bright red, and shaped like a rocket for sight, and the sound you made it as you bit on it, or the sound you made as it rocketed into your mouth. Expand this into a paragraph keeping the most vivid description.

Force your reader to imagine these objects in their head. Help them visualize it, pour your vision into the paper and focus on both the small and the big details. Just don’t go overboard. It’s important to have a few great descriptors rather than a ton of average ones.

When describing an object, go about it in a practical sense. Don’t just throw details on the page, talk about them in order. Describe a mountain from its peak to it’s middle all the way down to its base. You wouldn’t go from the middle to the base to the peak, would you? This way, you’re keeping your reader engaged with the topic.

Concluding a Descriptive Essay

Concluding descriptive writing is easy. All you have to show why the subject you described is important to you. All you have to do is show the reader what you implied. Show why it has meaning, and why they should care.

Descriptive Essay Example

Drafting your essay.

Where the organization comes to fruition. When writing your essay, keep the reader in your head at all times. Constantly as yourself: “Is this vivid enough?” Don’t focus much on grammar, get the content onto the paper.

Questions to Ask Yourself

Once you’ve finished writing your essay, read it back and make sure it responds positively to each of these questions:

• Are these descriptions making my writing visual? Could I make them more vivid?
• Have I used these descriptions to detail my emotions to the reader?
• Do these descriptions convey each of the five senses?
• Have I gone into enough details in each paragraph?
• Are my descriptions in an orderly fashion?

If you believe your essay fits these criteria, then you’re good to go on the content side.

Perfecting the Essay

Read it through a couple more times. Take some time away from it and then come back with a fresh mindset.  Correct any grammar issues you see, and double check that it answers all of the questions mentioned above. Once that’s done, you’ll have an essay worthy of an A+ grade.

From Our Writers: Tips on How to Write a Good Descriptive Essay

• Be sensitive. Some writers are scared to show their true selves, but the point of a descriptive essay is to talk about how an object affects your senses and emotions. Keep this in mind during all stages of the essay.
• Put effort into unique descriptions. Don’t settle for standard words, spend some time searching out alternatives to common descriptive words. It will only help the reader envision your thoughts.
• Write about something that you care about. If you choose something you don’t have much personal experience with, you can’t truly write from the heart.

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What Is a Descriptive Essay? Definition & 10+ Examples

Have you ever experienced a story so vividly that you felt like you were living in it? Welcome to the world of descriptive essays! These unique pieces are not just about telling a story but immersing readers in a multi-sensory experience.

With the right choice of words, descriptive essays allow readers to see, touch, taste, smell, and hear the story unfold, transporting them from the mundanity of reality into an exciting new world.

Get ready to explore the power of detailed descriptions and their ability to evoke emotions, create vivid images, and establish deep connections.

Table of Contents

Defining Descriptive Essay

A “Descriptive Essay” is a type of written composition that focuses on creating a detailed depiction of a person, place, object, event, or experience. It employs meticulous, vivid language and sensory details to paint a comprehensive and immersive picture in the reader’s mind.

A well-crafted descriptive essay doesn’t merely tell the reader what happened; instead, it draws them into the narrative, making them feel as if they’re part of the story.

This form of essay emphasizes the power of language to capture and convey not just the tangible aspects of the subject but also the intangible elements, such as emotions , impressions , and memories . It is a powerful literary tool that allows the writer to communicate a profound, personal perspective on the world around them.

Origin of Descriptive Essay

In the world of literature, various genres have been shaping the way we express ourselves through writing. One such genre is the descriptive essay. You may wonder about its historical roots and how it evolved over time. This brief account will provide you with an engaging and reader-friendly overview of the origin of descriptive essays, while being confident, knowledgeable, and clear.

Dating back to ancient civilizations, descriptive writing has often been utilized as a means of sharing stories and conveying emotions.

In ancient Greece , philosophers like Aristotle used descriptive language to explain complex theories and ideas. Meanwhile, travelogues from Marco Polo and Ibn Battuta were some of the earliest examples of non-fiction descriptive writing, providing readers with vivid impressions of the lands they journeyed through.

As literacy rates rose during the Renaissance period in Europe, the art of descriptive essay writing began to thrive. Notable authors, such as Michel de Montaigne and Francis Bacon, employed this technique to explore various aspects of human nature and society. They would use descriptive language to create a detailed and engaging picture for their readers.

Montaigne is especially known for his essays, where he shared his thoughts on various topics, including education, societies, and individual beliefs.

By the 18th and 19th centuries , descriptive essays had become a popular form of writing. The Romantic Movement, with authors like William Wordsworth, Samuel Taylor Coleridge, and John Keats, heavily relied on descriptive language to explore the beauty of nature and evoke emotions in their readers.

These masterful works pushed the boundaries of descriptive essay writing and influenced future generations of writers.

Over time, different writing styles and schools of thought emerged, but the essence of descriptive essay writing remains the same: to paint a vivid picture using words, enabling the reader to visualize and connect with the subject matter .

Even today , it remains a vital literary technique that showcases the power of human creativity and our ability to share experiences through the written word.

Functions of Descriptive Essay

Descriptive essay captures the reader’s imagination.

A well-written descriptive essay captures the reader’s imagination by creating vivid images in their mind. By using precise language and rich sensory details, you can paint a picture of an experience, person, or setting that is both engaging and memorable.

Providing intriguing facts and trivia within your essay can further stimulate the reader’s curiosity.

To be successful, consider what aspects of your topic will be most interesting to your reader, and focus on those elements. Convey emotion and mood through your writing, immersing the reader in the moment.

Remember, your goal is to render the experience so vividly that the reader feels as though they were right there with you.

Descriptive Essay Enhances Emotional Engagement

A descriptive essay goes beyond merely recounting events or facts; it seeks to evoke an emotional response from the reader. By crafting your descriptions and using choice words, you can effectively elicit emotions, creating intimacy between reader and subject.

Your essay should provide tips that help the reader relate to the subject and better understand the emotions being experienced.

Emotional engagement in your essay can make the reader care about the subject or the story being told. By investing emotionally, the reader is more likely to continue reading and feel a connection to the material.

Carefully choosing language and descriptions can shape the mood of your essay, drawing the reader in as they vicariously experience what you describe.

Descriptive Essay Facilitates Better Understanding

With a descriptive essay, your goal is not only to entertain but also to help your reader better understand the topic. By offering detailed descriptions and portraying elements from various perspectives, the reader can grasp difficult concepts or visualize complex settings.

Make sure to explain aspects of your topic that may be challenging for a reader to envision. Convey the most important features or ideas by providing clear, succinct descriptions. Use analogies or comparisons if necessary to break down complex ideas for your reader.

Your goal is to educate while keeping the essay engaging and enjoyable to read.

Descriptive Essay Provides Personal Insight

Through a descriptive essay, you can provide personal insight and share your unique perspective on the subject. Your individual style and tone can make an impression on the reader and impact their perception of the topic.

As you express your thoughts and emotions, your reader can gain an understanding of your personal connection to the subject.

It is essential to reflect on your own experiences and feelings, and consider how they resonate with your reader. Remember to balance the sharing of your own thoughts with the detailed descriptions that create a complete picture for your reader.

By doing so, you offer them both intimacy and a well-rounded understanding of the subject matter.

Descriptive Essay Acts as A Tool for Exploring Ideas

A descriptive essay can be a valuable tool for exploring ideas and examining various perspectives. In writing a descriptive essay, you may discover new aspects or perspectives on the topic as you delve into details and reflect on the meaning and implications they hold.

When exploring ideas and viewpoints, it is essential to remain open to different interpretations and keep a neutral tone. This will allow your reader to engage critically with your text and consider multiple possibilities when interpreting the subject matter.

By fostering an environment for thoughtful discourse, your descriptive essay can inspire further discussion and contemplation among readers.

Characteristics of Descriptive Essay

Descriptive essay utilizes sensory details.

A key quality of descriptive essays is that they rely on sensory details. By employing the use of the five senses – sight, sound, smell, taste, and touch — you can create a vivid and engaging experience for your readers. For instance, instead of simply stating that you enjoy the scent of coffee, describe it as the warm, rich aroma that permeates the air.

Utilize these sensory details to evoke emotions and paint a picture in the reader’s mind. Remember, the primary goal is to create an immersive experience for your audience.

A tip when using sensory details is to be selective and purposeful. Choose descriptions that add depth to your essay and contribute to the overall narrative. Strive to maintain a balance between providing enough information to engage the reader and overwhelming them with excessive details fully.

Descriptive Essay Contains Precise Language

In a descriptive essay, choosing the right language is essential. Using precise language allows you to convey your thoughts and ideas to your reader effectively. Vivid and figurative language can add depth to your descriptions, making them more engaging and memorable.

To achieve precise language, you can employ various techniques such as metaphors, similes, and personification, which can provide a more engaging and clear picture for the reader. Pay attention to your word choice and avoid vague or ambiguous language that can confuse or mislead your readers.

Descriptive Essay Organizes Thoughts Coherently

A well-organized descriptive essay creates a seamless reading experience. To achieve this, you should arrange your thoughts and ideas into logical sections or paragraphs that flow smoothly.

Start by deciding which aspects of your subject you want to describe, and then organize your thoughts into an outline before you begin writing.

When structuring your essay, use clear transitions and link words between paragraphs to guide your reader and maintain the logical flow. Keep your descriptions coherent, ensuring that all details and descriptions work together to create a complete and immersive experience.

Keep sentences and paragraphs concise and focused, avoiding unrelated or extraneous information that might distract the reader.

Descriptive Essay Showcases Creativity

Descriptive essays are a perfect opportunity for you to showcase your creativity. By using imaginative and unique descriptions, you can captivate your readers and hold their attention throughout the essay. Experiment with different stylistic techniques and explore various narrative styles.

Find innovative ways to describe common objects or experiences, surprising the reader and encouraging them to view the subject from a different perspective.

Descriptive Essay Contains a Dominant Impression

One of the most crucial aspects of a descriptive essay is the dominant impression. This refers to the overall effect or feeling that your essay should leave the reader with. The dominant impression serves as the unifying theme throughout your essay, guiding your choice of words, descriptions, and sensory details.

To create a dominant impression, determine the primary emotion or message you want to convey, and then use your descriptions and language choices to reinforce this theme.

Consistency is crucial––maintaining a coherent and focused narrative helps to ensure that your readers finish your essay with a clear understanding of the intended impression.

Remember, in a descriptive essay, confident and knowledgeable writing can make all the difference. By utilizing sensory details, precise language, coherent organization, creative techniques, and a strong dominant impression, your writing will not only engage but also captivate your readers.

Elements of A Descriptive Essay

Sensory details.

In a descriptive essay, your main goal is to create a vivid experience for the reader. One essential way to achieve this is by using sensory details. Sensory details help to paint a clear picture for the reader by engaging their five senses: sight, sound, smell, taste, and touch.

When composing your essay, try to think of specific moments, situations, or objects that evoke strong feelings and memories. Describe these experiences in such a way that your reader can almost see, hear, smell, taste, or feel them as well.

Don’t forget to occasionally give some facts or trivia to keep the reader engaged and interested in the subject matter.

Figurative Language

Another critical element to include in a descriptive essay is figurative language. This form of language makes use of words and expressions that go beyond their literal meanings to convey complex or vivid ideas. Some common types of figurative language are metaphors, similes, and personification.

Metaphors make comparisons between two, unlike things, while similes compare using “like” or “as.” Personification attributes human qualities to non-human entities. Here, you can provide some quick tips on how to use these literary devices in your writing effectively.

The figurative language will help give your essay a unique and enriching style that captures the reader’s attention.

Dominant Impression

In a descriptive essay, you want to create a dominant impression — that is, a central theme or overarching idea that holds the entire piece together. A good dominant impression helps the reader understand and connect with your description. It becomes the lens through which they view the rest of your essay.

To achieve this, try to focus on one specific aspect, quality, or emotion you want to convey. Then, use sensory details and figurative language to support and expand on that central theme consistently. Consciously consider the tone of your writing to maintain a confident, knowledgeable, and clear voice throughout.

Precise Vocabulary

Descriptive essays call for specific and precise vocabulary to paint a clear and vivid picture for the reader. In order to make your essay stand out and effectively communicate the experiences you are trying to portray, choose your words carefully.

Opt for terms that have strong connotations and vivid imagery, as this will help to engage the reader’s senses and imagination. Always strive to use the best-suited word for the context, and avoid clichés or overused expressions.

Objective and Subjective Description

Descriptive essays can take on both objective and subjective perspectives. Objective descriptions, as the name suggests, present facts and observations without the writer’s personal feelings or opinions.

Subjective descriptions, on the other hand, allow the writer to share their emotions, thoughts, and opinions, thus giving the essay a more personal touch. When writing your essay, consider the balance between objective and subjective content. This decision will depend on your purpose, the topic, and the intended audience.

Emotional Resonance

A successful descriptive essay evokes strong emotions in the reader. To achieve emotional resonance, use sensory details, figurative language, and a dominant impression that resonates with your audience.

Be mindful of your readers’ feelings, as your essay’s subject matter and tone should be relatable and provoke a deep emotional response. Don’t forget to occasionally provide trivia or interesting facts to keep the reader engaged.

Chronological or Spatial Order

Consider using chronological or spatial order when crafting your descriptive essay. Chronological order refers to explaining events or situations in the sequence that they occurred, while spatial order describes the layout or arrangement of physical space.

This structure will help to organize your essay, making it easier for your reader to follow and understand your points. Decide which organizing principle best suits the topic and approach of your essay, and keep this organization consistent throughout your writing.

Structure of A Descriptive Essay

Introduction.

When writing a descriptive essay, your introduction should effectively capture your reader’s attention. It’s essential to start with a hook, a captivating sentence that pulls readers into your essay. After the hook, provide some context or background information on the subject you’ll be describing.

The last part of your introduction is the thesis statement, which acts as the main idea of your essay. This statement should be clear and concise, setting the tone for the rest of your piece.

Body Paragraphs

The body paragraphs of your descriptive essay are where the bulk of the information is presented. Each paragraph should focus on a specific aspect of the subject, with a strong topic sentence that clearly shows the concept being discussed.

Make sure each paragraph is relevant to your thesis statement and stays focused on that particular subject. When it comes to presenting your information, remember that variety is key – mix facts, trivia, and lesser-known details to maintain reader interest.

In a descriptive essay, sensory details are key. They engage all five senses, painting a rich, vivid picture that pulls the reader into the scene. It’s not just saying, “The room was cold,” but making you feel the icy chill, see your breath misting in the air. Each paragraph zooms in on a specific sense, keeping the essay organized and immersive.

One moment you’re absorbing the vibrant colors of a scene; next, you’re attuned to the soundscape or feeling textures. By dedicating sections to different senses, the essay delivers a full sensory experience, making you not just a reader but a participant in the narrative.

Incorporating figurative language can enhance your descriptive essay further. This includes using metaphors, similes, and personification to bring your prose to life. Figurative language can help to create a more engaging experience for readers and assist in conveying complex ideas more easily.

The conclusion of your descriptive essay should leave a lasting impression on your reader. This is achieved by summarizing the key points raised in the body paragraphs while connecting them to the thesis statement. Make sure to tie everything together, bringing your essay to a logical and satisfying end.

Remember to avoid introducing any new ideas in your conclusion; at this point, your goal is to bring closure to the essay.

Transitions

To ensure your descriptive essay flows smoothly, make good use of transitions. Transitions are words and phrases that connect ideas and create a cohesive reading experience. They serve to guide your reader from one point to the next, making sure there are no abrupt jumps or gaps in your writing.

Varied Sentence Structure

An effective descriptive essay should feature varied sentence structures. This means alternating between simple and complex sentences, as well as modifying the length and rhythm of your sentences. Variety helps to keep your reader engaged and maintains the overall flow of your essay.

Just like mixing facts and trivia, varying your sentence structure adds depth and interest to your writing. By incorporating these elements into your descriptive essay, you can confidently create a piece that is both informative and captivating.

Types of Descriptive Essays

Person descriptive essay.

In a person descriptive essay, you focus on describing a person’s physical appearance, character traits, and behaviors. It is essential to capture the essence of the individual being described, relying on precise details and vivid language. In doing so, create a clear image of the person in the reader’s mind.

Remember to be confident in your descriptions and avoid exaggeration . A helpful tip for this type of essay is to observe the person closely, noting their unique features and mannerisms.

In addition to their appearance, try to convey the person’s character and qualities. Describe how they interact with others, their beliefs, hobbies, and values. When presenting information about the person, maintain a knowledgeable and neutral tone, providing factual information instead of biased opinion.

This approach ensures a clear and accurate portrayal of the person, leaving the reader with a comprehensive understanding of the individual.

Place Descriptive Essay

A place descriptive essay requires you to describe the location’s physical aspects, such as landscape, architecture, and any prominent landmarks. Aim to evoke the reader’s senses by providing vibrant details of the environment and atmosphere.

It is crucial to remain neutral and factual in your descriptions, avoiding any personal judgments or biases. A handy tip for describing a place is to imagine yourself as a tour guide, providing relevant information for visitors.

Besides the physical characteristics, emphasize the place’s unique features or trivia to make the description more engaging. Discuss the cultural or historical significance, if applicable, and any noteworthy activities happening in the area.

Your overall goal in a place a descriptive essay is to transport the reader to the location, allowing them to experience its essence through your writing.

Object Descriptive Essay

An object descriptive essay focuses on describing a specific object’s physical properties and functions. You should offer a detailed description of the item’s appearance, including its shape, size, color, texture, and any distinctive elements.

Remember to maintain a neutral tone and rely on factual information, avoiding any exaggerated claims or embellishments.

In addition to the object’s appearance, discuss its use or purpose. Explain its importance or value, whether sentimental, practical, or historical. By providing comprehensive information about the object, you offer the reader a thorough understanding of its significance and context.

Event Descriptive Essay

When writing an event descriptive essay, you should describe a particular event or occurrence in detail. Explain the event’s circumstances, including its purpose, participants, and any notable outcomes. Ensure your account remains clear and factual, avoiding any personal biases or embellishments.

An interesting fact or trivia about the event can enhance the description, keeping the reader engaged.

Moreover, sets the scene by describing the event’s date, location, and atmosphere. Use vivid language to evoke the reader’s senses and transport them to the moment of the event. By providing a comprehensive account of the event, you allow the reader to experience its essence and understand its impact.

Experience Descriptive Essay

An experience descriptive essay aims to provide readers with an account of a personal experience. This type of essay often requires you to describe emotions, thoughts, and actions related to the event.

While some subjectivity is inherent in this essay, it is essential to provide a balanced perspective by discussing both the positive and negative aspects of the experience.

Paying close attention to detail, describe the events leading up to the experience, the emotions you felt during the event, and any lessons or realizations that resulted from it.

Maintain a clear and confident tone throughout, as well as a neutral perspective, ensuring the reader receives an accurate representation of the experience.

Concept Descriptive Essay

In a concept descriptive essay, you should focus on describing a particular idea or abstract concept. This type of essay requires you to present information about the concept’s origin, development, and significance.

Employ a knowledgeable and neutral tone, emphasizing the importance of the idea and its impact on society or individuals.

It is essential to provide a thorough explanation of the concept, including its various interpretations and applications. When presenting the information, use clear language to ensure the reader’s understanding.

By offering a comprehensive examination of the concept, you grant the reader a solid foundation for further exploration and analysis.

Emotion Descriptive Essay

An emotion-descriptive essay requires you to describe a specific emotion or feeling, focusing on its characteristics and causes. Begin by offering a clear definition of the emotion, explaining any nuances or variations in its meaning.

It is essential to adopt a neutral, confident tone when presenting information, ensuring the reader receives an accurate understanding of the emotion.

In addition to defining the emotion, discuss its potential causes and effects. Describe how the emotion might manifest in a person’s thoughts, actions, and physical sensations.

By providing a comprehensive account of the emotion, you allow the reader to gain a deeper understanding and appreciation for its complexities and significance.

Famous Examples of Descriptive Essays

How to write a descriptive essay.

Writing a descriptive essay can be an engaging and rewarding experience. Follow this step-by-step guide to create a piece that captures the essence of a person, place, or object using clear and concise language.

• Begin by brainstorming the subject matter . Think about the specific details you want to include and how they contribute to the overall impression. Jot down your ideas, considering the five senses: sight, smell, touch, taste, and sound. This will enable you to paint a vivid picture for your readers.
• Next, organize your ideas into a logical structure . Start with an attention-grabbing introduction that presents the subject of your essay. Then, develop body paragraphs that showcase the details you’ve gathered, using smooth transitions to guide the reader. Aim for a coherent flow, making sure that each paragraph supports the main purpose of your essay.
• Variety in sentence structure can make your essay more engaging and easier to read. Experiment with different sentence lengths , and don’t be afraid to use descriptive adjectives and figurative language that reveal your subject’s unique qualities. However, be mindful to avoid exaggeration or false claims. Maintaining a confident, knowledgeable, and clear tone will enhance the credibility of your writing.
• Finally, conclude your essay by briefly summarizing the main points without introducing new information. This will give a sense of closure, leaving a lasting impression on your reader. Keep in mind that proofreading and revising are essential steps for producing a polished piece.

Choosing Descriptive Essay Topics

When selecting a topic for your descriptive essay, it’s essential to pick something that is both interesting and engaging. The topic should be one that you can explore in-depth, providing vivid details, examples, and compelling descriptions.

Remember, your goal is to paint a vivid picture for your reader, so choose a topic that lends itself well to imaginative descriptions.

High school, college, and university students should consider a range of potential topics before settling on one. For instance, you might consider writing about a person who has had a significant impact on your life, a memorable place you’ve visited, or a unique object that holds special meaning for you.

Here are a few tips when selecting descriptive essay topics:

• Make sure the topic is something you are passionate about or genuinely interested in, as this will make your writing more engaging and enjoyable for both you and the reader.
• Identify the various elements or details that you can describe vividly, as these will help you create powerful, evocative imagery in your essay.

It can be helpful to look for inspiration from various sources, like books, movies, art, or personal experiences. For instance, you could describe a specific scene from your favorite film, a painting by a renowned artist, or a person you admire greatly.

Don’t forget to use specific details and examples to reinforce your descriptions and make them more vivid.

As a fun fact, many descriptive essays are inspired by real settings, people, or objects. In some cases, writers even draw on elements from their own lives to create authentic, relatable descriptions.

By immersing yourself in your topic and relying on your personal experiences, you can craft a truly unique and compelling essay that stands out from the rest. Remember to stay confident, knowledgeable, and clear as you create descriptions that bring your chosen topic to life for your reader.

Impact of Descriptive Essay

Descriptive essay enhances reader’s experience.

When you write a descriptive essay, it significantly improves the reader’s experience by creating vivid mental images in their mind. By using evocative language and key sensory details, you provide them with a more immersive experience that keeps them engaged and interested.

Descriptive essays also encourage readers to form a personal connection with the content, drawing them deeper into the narrative or personal essay you’re presenting. Remember, utilizing precise descriptions and focusing on relatability in your writing can make a substantial difference in how your audience perceives and connects with your work.

Another tip for enhancing the reader’s experience is to incorporate components of storytelling . When applying descriptive elements within a story, you create a deeper sense of involvement for the audience as they become emotionally invested in the characters and plot.

Utilizing a visual and emotive foundation in your writing will make it difficult for readers to put the piece down, making it an unforgettable read.

Descriptive Essay Contributes to Character Development

In your descriptive essay, the effective portrayal of characters is an essential aspect of character development. By providing detailed descriptions of a character’s physical appearance, demeanor, and emotional state, you offer insight into their personality and motivations.

This valuable information can lead your audience to empathize, relate to, or understand the driving factors behind the actions and decisions your subject makes.

When discussing character development, also consider providing trivia on your character. Your audience may find it interesting to know about any unique quirks, habits, or preferences your character possesses.

Integrating such facts help paint a more comprehensive picture, further humanizing and deepening the reader’s connection with the subject.

Descriptive Essay Shapes Plot Development

The narrative structure of your descriptive essay can make a significant impact on the direction and progression of your story or insightful personal essay. Providing rich sensory information on settings, situations, and events in your work can have a dramatic effect on the plot development.

By doing so, you immerse readers in the world you’ve created and help them understand the core elements of your story as it unfolds.

Remember to keep the momentum going in your writing. Offering tips or advice to your audience can contribute to the development of your narrative. For example, showing the consequences of a specific decision or providing a moment of reflection for the character ensures readers remain invested.

Descriptive Essay Influences Mood and Atmosphere

The mood and atmosphere of your descriptive essay can have a significant impact on your readers’ emotional response to your work. By using evocative language, and carefully choosing words and phrases, you can create a particular tone and ambiance throughout your narrative or personal essay.

Whether it’s a melancholic atmosphere or an aura of excitement, your choice of description can make readers feel connected to the emotions you’re presenting.

When establishing a particular mood or atmosphere, you may explore additional literary techniques to enhance the impact of your writing further. Using metaphors , similes , or symbolism can be an effective way to convey the underlying themes and emotions in your essay, making your narrative more immersive and engaging.

Descriptive Essay Adds Aesthetic Appeal to Literature

Descriptive essays contribute an aesthetic appeal to your writing, providing readers with a sense of beauty and artistic depth. Through detailed descriptions, your work can evoke an array of emotions and create feelings of awe, pleasure, or fascination.

This element of aesthetic appeal elevates your writing, turning it into more than just a story or an account of events but rather transforming it into an art form.

Taking your time to choose the perfect, most expressive words is an essential aspect of creating an aesthetically appealing piece. By striving for precision and clarity, your work will not only captivate your audience but also leave a lasting impression, creating a memorable reading experience.

Frequently Asked Questions

How can i improve my descriptive writing.

Improving descriptive writing can be achieved through practice, reading, and expanding your vocabulary. You should also focus on incorporating sensory details, using show-not-tell techniques, employing figurative language, and being precise and specific with your descriptions.

What should I avoid in descriptive writing?

In descriptive writing, you should avoid vague and generic descriptions, overuse of adjectives and adverbs, cliches, and passive voice. You should also avoid providing too many details that don’t contribute to the overall impression or picture you’re trying to create.

How long should a descriptive essay be?

The length of a descriptive essay can vary depending on the assignment or purpose. Typically, a descriptive essay can range from a one-page composition to several pages.

Regardless of length, it’s important to stay focused on the topic and ensure that each word and detail contributes to the overall picture or impression.

In closing, a descriptive essay stands as a powerful tool in the writer’s kit, providing a unique way to bring people, places, experiences, and objects to life. It hinges on painting vivid pictures through words, making it an artistic endeavor as much as an academic one.

With its rich sensory details, thoughtful organization, and expressive language, a descriptive essay not only enhances a reader’s understanding but also invites them to see the world from the writer’s perspective.

It’s an enriching craft to master, whether you’re a student aiming to improve your writing skills, an aspiring author wanting to captivate your audience, or simply someone who appreciates the beauty and potential of language.

As we explore the various facets of descriptive essays, we realize that they offer more than mere descriptions – they present a canvas where reality and imagination meld seamlessly.

So, the next time you set out to write, consider employing the elements of a descriptive essay, and you’ll be amazed at the depth and vividness you can achieve.

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Aerielle Ezra

Descriptive Essay Writing

Descriptive Essay Examples

Amazing Descriptive Essay Examples for Your Help

Published on: Jun 21, 2023

Last updated on: Mar 1, 2024

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Descriptive Essay: Definition, Tips & Examples

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Descriptive essays are very commonly assigned essays. This type of essay enhances students' writing skills and allows them to think critically. 

A descriptive essay is often referred to as the parent essay type. Other essays like argumentative essays, narrative essays, and expository essays fall into descriptive essays. Also, this essay helps the student enhance their ability to imagine the whole scene in mind by appealing senses.

It is assigned to high school students and all other students at different academic levels. Students make use of the human senses like touch, smell, etc., to make the descriptive essay more engaging for the readers. 

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Examples make it easy for readers to understand things in a better way. Also, in a descriptive essay, different types of descriptions can be discussed. 

Here are some amazing examples of a descriptive essay to make the concept easier for you. 

Descriptive Essay Example 5 Paragraph

5 paragraphs essay writing format is the most common method of composing an essay. This format has 5 paragraphs in total. The sequence of the paragraphs is as follows;

• Introduction
• Body Paragraph 1
• Body Paragraph 2 
• Body Paragraph 3
• Conclusion 

Following is an example of a descriptive essay written using the famous 5 paragraph method. 

5 Paragraph Descriptive Essay

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Descriptive Essay Example About A Person

Descriptive essays are the best option when it comes to describing and writing about a person.  A descriptive essay is written using the five human senses. It helps in creating a vivid image in the reader’s mind and understanding what the writer is trying to convey. 

Here is one of the best descriptive essay examples about a person. Read it thoroughly and try to understand how a good descriptive essay is written on someone’s personality.

Descriptive Essay Example About a Person

Descriptive Essay Example About A Place

If you have visited a good holiday spot or any other place and want to let your friends know about it. A descriptive essay can help you explain every detail and moment you had at that place. 

Here is one of the good descriptive essay examples about a place. Use it as a sample and learn how you can write such an essay. 

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Descriptive Essay Example for Grade 6

Descriptive essays are frequently assigned to school students. This type of essay helps the students enhance their writing skills and helps them see things in a more analytical way.

If you are a 6 grader and looking for a good descriptive essay example, you are in the right place.  

Descriptive Essay Example for Grade 7

Here is one of the best descriptive essay examples for grade 7. 

Descriptive Essay Example for Grade 8

If you are looking for some amazing descriptive essay examples for grade 8, you have already found one. Look at the given example and see what a well-written descriptive essay looks like. 

Descriptive Essay Example for Grade 10

Essay writing is an inevitable part of a student's academic life . No matter your grade, you will get to write some sort of essay at least once. 

Here is an example of a descriptive essay writing for grade10. If you are also a student of this grade, this example might help you to complete your assignment.

Descriptive Essay Example for Grade 12

If you are a senior student and looking for some essay examples, you are exactly where you should be. 

Use the below-mentioned example and learn how to write a good essay according to the instructions given to you. 

Descriptive Essay Example College

Descriptive essays are a great way to teach students how they can become better writers. Writing a descriptive essay encourages them to see the world more analytically.

Below is an example that will help you and make your writing process easy.

College Descriptive Essay Example

Descriptive Essay Example for University

Descriptive essays are assigned to students at all academic levels. University students are also assigned descriptive essay writing assignments. As they are students of higher educational levels, they are often given a bit of difficult and more descriptive topics. 

See the example below and know what a descriptive essay at the university level looks like. 

Short Descriptive Essay Example

Every time a descriptive essay isn't written in detail. It depends on the topic of how long the essay will be.  

For instance, look at one of the short descriptive essay examples given below. See how the writer has conveyed the concept in a composed way. 

Objective Descriptive Essay Example

When writing an objective description essay, you focus on describing the object without conveying your emotions, feelings, or personal reactions. The writer uses sight, sound, or touch for readers' minds to bring life into pictures that were painted by words.

Here is an example that you can use for your help. 

Narrative and Descriptive Essay Example

A narrative descriptive essay can be a great way to share your experiences with others. It is a story that teaches a lesson you have learned. The following is an example of a perfect narrative descriptive essay to help you get started.

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How to Start a Descriptive Essay? - Example

If you don't know how to start your descriptive essay, check this example and create a perfect one. 

How to Start a Descriptive Essay - Example

Subjective Descriptive Essay Example

It is a common concept that a descriptive essay revolves around one subject. Be it a place, person, event, or any other object you can think of. 

Following is one of the subjective descriptive, easy examples. Use it as a guide to writing an effective descriptive essay yourself. 

Writing a descriptive essay is a time-consuming yet tricky task. It needs some very strong writing, analytical, and critical thinking skills. Also, this is a type of essay that a student can not avoid and bypass. 

But if you think wisely, work smart, and stay calm, you can get over it easily. Learn how to write a descriptive essay from a short guide given below. 

How to Write a Descriptive Essay?

A writer writes a descriptive essay from their knowledge and imaginative mind. In this essay, the writer describes what he has seen or experienced, or ever heard from someone. For a descriptive essay, it is important to stay focused on one point. Also, the writer should use figurative language so that the reader can imagine the situation in mind. 

The following are some very basic yet important steps that can help you write an amazing descriptive essay easily. 

• Choose a Topic

For a descriptive essay, you must choose a vast topic to allow you to express yourself freely. Also, make sure that the topic you choose is not overdone. An overdone will not grab the attention of your intended audience. Check out our descriptive essay topics blog for a variety of intriguing topic suggestions.

• Create a Strong Thesis Statement

A thesis statement is the essence of any academic writing. When you select the descriptive essay topic, then you create a strong thesis statement for your essay.  

A thesis statement is a sentence or two that explains the whole idea of your essay to the reader. It is stated in the introductory paragraph of the essay. The word choice for creating the thesis statement must be very expressive, composed, and meaningful. Also, use vivid language for the thesis statement.  

• Collect the Necessary Information

Once you have created the thesis statement and are done writing your essay introduction . Now, it's time to move toward the body paragraphs. 

Collect all necessary information related to your topic. You would be adding this information to your essay to support your thesis statement. Make sure that you collect information from authentic sources. 

To enhance your essay, make use of some adjectives and adverbs. To make your descriptive essay more vivid, try to incorporate sensory details like touch, taste, sight, and smell.

• Create a Descriptive Essay Outline

An outline is yet another necessary element of your college essay. By reading the descriptive essay outline , the reader feels a sense of logic and a guide for the essay. 

In the outline, you need to write an introduction, thesis statement, body paragraphs and end up with a formal conclusion.

Proofreading is a simple procedure in which the writer revises the written essay. This is done in order to rectify the document for any kind of spelling or grammatical mistakes. Thus, proofreading makes high-quality content and gives a professional touch to it. 

You might be uncertain about writing a good enough descriptive essay and impress your teacher. However, it is very common, so you do not need to stress out. 

Hit us up at CollegeEssay.org and get an essay written by our professional descriptive essay writers. Our essay writing service for students aims to help clients in every way possible and ease their stress. Get in touch with our customer support team, and they will take care of all your queries related to your writing. 

You can always enhance your writing skills by leveraging the power of our AI essay writing tools .

Place your order now and let all your stress go away in a blink! 

Barbara P (Literature)

Barbara is a highly educated and qualified author with a Ph.D. in public health from an Ivy League university. She has spent a significant amount of time working in the medical field, conducting a thorough study on a variety of health issues. Her work has been published in several major publications.

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Guest Essay

There’s No Such Thing as an American Bible

By Esau McCaulley

Contributing Opinion Writer

The presumptive Republican nominee for president of the United States, who weeks ago started selling shoes , is now peddling Bibles. During Holy Week.

What’s special about this Bible? So many things. For example, according to a promotional website, it’s the only Bible endorsed by Donald Trump. It’s also the only one endorsed by the country singer Lee Greenwood. Admittedly, the translation isn’t distinctive — it’s your standard King James Version — but the features are unique. This Bible includes the Constitution, the Bill of Rights, the Declaration of Independence, the Pledge of Allegiance and part of the lyrics of Mr. Greenwood’s song “God Bless the USA.” Perhaps most striking, the cover of the Bible does not include a cross or any symbol of the Christian tradition; instead, it is emblazoned with the American flag.

While part of me wants to laugh at the absurdity of it — and marvel at the sheer audacity — I find the messaging unsettling and deeply wrong. This God Bless the USA Bible, as it’s officially named, focuses on God’s blessing of one particular people. That is both its danger and, no doubt for some, its appeal.

Whether this Bible is an example of Christian nationalism I will leave to others. It is at least an example of Christian syncretism, a linking of certain myths about American exceptionalism and the Christian faith. This is the American church’s consistent folly: thinking that we are the protagonists in a story that began long before us and whose main character is in fact the Almighty.

Holy Week is the most sacred portion of the Christian calendar, a time when the church recounts the central events of our faith’s narrative, climaxing in the death and resurrection of Jesus. That story, unlike the parochial God Bless the USA Bible, does not belong to any culture.

Holy Week is celebrated on every continent and in too many languages to number. Some of the immigrants Mr. Trump declared were “ poisoning the blood” of America will probably shout “Christ is risen!” this Easter. Many of them come from the largely Christian regions of Latin America and the Caribbean. They may have entered the country with Bibles in their native tongues nestled securely among their other belongings.

One of the beauties of the Christian faith is that it leaps over the lines dividing countries, leading the faithful to call fellow believers from very different cultures brothers and sisters. Most of the members of this international community consist of the poor living in Africa, Asia and Latin America. There are more Spanish-speaking Christians than English- speaking ones .

If there are central messages that emerge from the variety of services that take place during Holy Week, for many Christians they are the setting aside of power to serve, the supremacy of love, the offer of divine forgiveness and the vulnerability of a crucified God.

This is not the stuff of moneymaking schemes or American presidential campaigns.

It was Pontius Pilate , standing in as the representative of the Roman Empire, who sentenced Jesus to death. The Easter story reminds believers that empires are more than willing to sacrifice the innocent if it allows rulers to stay in power. The church sees Christ’s resurrection as liberating the believer from the power of sin. The story challenges imperial modes of thinking, supplanting the endless pursuit of power with the primacy of love and service.

Easter, using the language of St. Augustine, represents the victory of the City of God over the City of Man. It declares the limits of the moral reasoning of nation-states and has fortified Christians who’ve resisted evil regimes such as fascists in South America, Nazis in Germany, apartheid in South Africa and segregation in the United States.

For any politician to suppose that a nation’s founding documents and a country music song can stand side by side with biblical texts fails at a theological and a moral level. I can’t imagine people in other countries going for anything like it. It is hard to picture a modern “God Bless England” Bible with elements of British common law appended to Christianity’s most sacred texts.

I am glad for the freedoms that we share as Americans. But the idea of a Bible explicitly made for one nation displays a misunderstanding of the story the Bible attempts to tell. The Christian narrative culminates in the creation of the Kingdom (and family) of God, a transnational community united by faith and mutual love.

Roman Catholics , Anglicans and Orthodox Christians, who together claim around 1.5 billion members, describe the Bible as a final authority in matters of faith. Evangelicals, who have overwhelmingly supported Mr. Trump over the course of three election cycles, are known for their focus on Scripture, too. None of these traditions cite or refer to any American political documents in their doctrinal statements — and for good reason.

This Bible may be unique in its form, but the agenda it pursues has recurred throughout history. Christianity is often either co-opted or suppressed; it is rarely given the space to be itself. African American Christians have long struggled to disentangle biblical texts from their misuse in the United States. There is a reason that the abolitionist Frederick Douglass said that between the Christianity of this land (America) and the Christianity of Christ, he recognized the “widest possible difference.”

And while Christianity was used to give theological cover to North American race-based chattel slavery, it was violently attacked in places like El Salvador and Uganda, when leaders including the archbishops Oscar Romero and Janani Luwum spoke out against political corruption.

The work of the church is to remain constantly vigilant to maintain its independence and the credibility of its witness. In the case of this particular Bible, discerning what is happening is not difficult. Christians are being played. Rather than being an appropriate time to debut a patriotic Bible, Easter season is an opportune moment for the church to recover the testimony of the supremacy of the cross over any flag, especially one on the cover of a Bible.

Esau McCaulley ( @esaumccaulley ) is a contributing Opinion writer, the author of “ How Far to the Promised Land: One Black Family’s Story of Hope and Survival in the American South ” and an associate professor of New Testament at Wheaton College.

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• Published: 26 March 2024

Predicting and improving complex beer flavor through machine learning

• Michiel Schreurs   ORCID: orcid.org/0000-0002-9449-5619 1 , 2 , 3   na1 ,
• Supinya Piampongsant 1 , 2 , 3   na1 ,
• Miguel Roncoroni   ORCID: orcid.org/0000-0001-7461-1427 1 , 2 , 3   na1 ,
• Lloyd Cool   ORCID: orcid.org/0000-0001-9936-3124 1 , 2 , 3 , 4 ,
• Beatriz Herrera-Malaver   ORCID: orcid.org/0000-0002-5096-9974 1 , 2 , 3 ,
• Christophe Vanderaa   ORCID: orcid.org/0000-0001-7443-5427 4 ,
• Florian A. Theßeling 1 , 2 , 3 ,
• Łukasz Kreft   ORCID: orcid.org/0000-0001-7620-4657 5 ,
• Alexander Botzki   ORCID: orcid.org/0000-0001-6691-4233 5 ,
• Philippe Malcorps 6 ,
• Luk Daenen 6 ,
• Tom Wenseleers   ORCID: orcid.org/0000-0002-1434-861X 4 &
• Kevin J. Verstrepen   ORCID: orcid.org/0000-0002-3077-6219 1 , 2 , 3  

Nature Communications volume  15 , Article number:  2368 ( 2024 ) Cite this article

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• Chemical engineering
• Gas chromatography
• Machine learning
• Metabolomics
• Taste receptors

The perception and appreciation of food flavor depends on many interacting chemical compounds and external factors, and therefore proves challenging to understand and predict. Here, we combine extensive chemical and sensory analyses of 250 different beers to train machine learning models that allow predicting flavor and consumer appreciation. For each beer, we measure over 200 chemical properties, perform quantitative descriptive sensory analysis with a trained tasting panel and map data from over 180,000 consumer reviews to train 10 different machine learning models. The best-performing algorithm, Gradient Boosting, yields models that significantly outperform predictions based on conventional statistics and accurately predict complex food features and consumer appreciation from chemical profiles. Model dissection allows identifying specific and unexpected compounds as drivers of beer flavor and appreciation. Adding these compounds results in variants of commercial alcoholic and non-alcoholic beers with improved consumer appreciation. Together, our study reveals how big data and machine learning uncover complex links between food chemistry, flavor and consumer perception, and lays the foundation to develop novel, tailored foods with superior flavors.

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Introduction

Predicting and understanding food perception and appreciation is one of the major challenges in food science. Accurate modeling of food flavor and appreciation could yield important opportunities for both producers and consumers, including quality control, product fingerprinting, counterfeit detection, spoilage detection, and the development of new products and product combinations (food pairing) 1 , 2 , 3 , 4 , 5 , 6 . Accurate models for flavor and consumer appreciation would contribute greatly to our scientific understanding of how humans perceive and appreciate flavor. Moreover, accurate predictive models would also facilitate and standardize existing food assessment methods and could supplement or replace assessments by trained and consumer tasting panels, which are variable, expensive and time-consuming 7 , 8 , 9 . Lastly, apart from providing objective, quantitative, accurate and contextual information that can help producers, models can also guide consumers in understanding their personal preferences 10 .

Despite the myriad of applications, predicting food flavor and appreciation from its chemical properties remains a largely elusive goal in sensory science, especially for complex food and beverages 11 , 12 . A key obstacle is the immense number of flavor-active chemicals underlying food flavor. Flavor compounds can vary widely in chemical structure and concentration, making them technically challenging and labor-intensive to quantify, even in the face of innovations in metabolomics, such as non-targeted metabolic fingerprinting 13 , 14 . Moreover, sensory analysis is perhaps even more complicated. Flavor perception is highly complex, resulting from hundreds of different molecules interacting at the physiochemical and sensorial level. Sensory perception is often non-linear, characterized by complex and concentration-dependent synergistic and antagonistic effects 15 , 16 , 17 , 18 , 19 , 20 , 21 that are further convoluted by the genetics, environment, culture and psychology of consumers 22 , 23 , 24 . Perceived flavor is therefore difficult to measure, with problems of sensitivity, accuracy, and reproducibility that can only be resolved by gathering sufficiently large datasets 25 . Trained tasting panels are considered the prime source of quality sensory data, but require meticulous training, are low throughput and high cost. Public databases containing consumer reviews of food products could provide a valuable alternative, especially for studying appreciation scores, which do not require formal training 25 . Public databases offer the advantage of amassing large amounts of data, increasing the statistical power to identify potential drivers of appreciation. However, public datasets suffer from biases, including a bias in the volunteers that contribute to the database, as well as confounding factors such as price, cult status and psychological conformity towards previous ratings of the product.

Classical multivariate statistics and machine learning methods have been used to predict flavor of specific compounds by, for example, linking structural properties of a compound to its potential biological activities or linking concentrations of specific compounds to sensory profiles 1 , 26 . Importantly, most previous studies focused on predicting organoleptic properties of single compounds (often based on their chemical structure) 27 , 28 , 29 , 30 , 31 , 32 , 33 , thus ignoring the fact that these compounds are present in a complex matrix in food or beverages and excluding complex interactions between compounds. Moreover, the classical statistics commonly used in sensory science 34 , 35 , 36 , 37 , 38 , 39 require a large sample size and sufficient variance amongst predictors to create accurate models. They are not fit for studying an extensive set of hundreds of interacting flavor compounds, since they are sensitive to outliers, have a high tendency to overfit and are less suited for non-linear and discontinuous relationships 40 .

In this study, we combine extensive chemical analyses and sensory data of a set of different commercial beers with machine learning approaches to develop models that predict taste, smell, mouthfeel and appreciation from compound concentrations. Beer is particularly suited to model the relationship between chemistry, flavor and appreciation. First, beer is a complex product, consisting of thousands of flavor compounds that partake in complex sensory interactions 41 , 42 , 43 . This chemical diversity arises from the raw materials (malt, yeast, hops, water and spices) and biochemical conversions during the brewing process (kilning, mashing, boiling, fermentation, maturation and aging) 44 , 45 . Second, the advent of the internet saw beer consumers embrace online review platforms, such as RateBeer (ZX Ventures, Anheuser-Busch InBev SA/NV) and BeerAdvocate (Next Glass, inc.). In this way, the beer community provides massive data sets of beer flavor and appreciation scores, creating extraordinarily large sensory databases to complement the analyses of our professional sensory panel. Specifically, we characterize over 200 chemical properties of 250 commercial beers, spread across 22 beer styles, and link these to the descriptive sensory profiling data of a 16-person in-house trained tasting panel and data acquired from over 180,000 public consumer reviews. These unique and extensive datasets enable us to train a suite of machine learning models to predict flavor and appreciation from a beer’s chemical profile. Dissection of the best-performing models allows us to pinpoint specific compounds as potential drivers of beer flavor and appreciation. Follow-up experiments confirm the importance of these compounds and ultimately allow us to significantly improve the flavor and appreciation of selected commercial beers. Together, our study represents a significant step towards understanding complex flavors and reinforces the value of machine learning to develop and refine complex foods. In this way, it represents a stepping stone for further computer-aided food engineering applications 46 .

To generate a comprehensive dataset on beer flavor, we selected 250 commercial Belgian beers across 22 different beer styles (Supplementary Fig.  S1 ). Beers with ≤ 4.2% alcohol by volume (ABV) were classified as non-alcoholic and low-alcoholic. Blonds and Tripels constitute a significant portion of the dataset (12.4% and 11.2%, respectively) reflecting their presence on the Belgian beer market and the heterogeneity of beers within these styles. By contrast, lager beers are less diverse and dominated by a handful of brands. Rare styles such as Brut or Faro make up only a small fraction of the dataset (2% and 1%, respectively) because fewer of these beers are produced and because they are dominated by distinct characteristics in terms of flavor and chemical composition.

Extensive analysis identifies relationships between chemical compounds in beer

For each beer, we measured 226 different chemical properties, including common brewing parameters such as alcohol content, iso-alpha acids, pH, sugar concentration 47 , and over 200 flavor compounds (Methods, Supplementary Table  S1 ). A large portion (37.2%) are terpenoids arising from hopping, responsible for herbal and fruity flavors 16 , 48 . A second major category are yeast metabolites, such as esters and alcohols, that result in fruity and solvent notes 48 , 49 , 50 . Other measured compounds are primarily derived from malt, or other microbes such as non- Saccharomyces yeasts and bacteria (‘wild flora’). Compounds that arise from spices or staling are labeled under ‘Others’. Five attributes (caloric value, total acids and total ester, hop aroma and sulfur compounds) are calculated from multiple individually measured compounds.

As a first step in identifying relationships between chemical properties, we determined correlations between the concentrations of the compounds (Fig.  1 , upper panel, Supplementary Data  1 and 2 , and Supplementary Fig.  S2 . For the sake of clarity, only a subset of the measured compounds is shown in Fig.  1 ). Compounds of the same origin typically show a positive correlation, while absence of correlation hints at parameters varying independently. For example, the hop aroma compounds citronellol, and alpha-terpineol show moderate correlations with each other (Spearman’s rho=0.39 and 0.57), but not with the bittering hop component iso-alpha acids (Spearman’s rho=0.16 and −0.07). This illustrates how brewers can independently modify hop aroma and bitterness by selecting hop varieties and dosage time. If hops are added early in the boiling phase, chemical conversions increase bitterness while aromas evaporate, conversely, late addition of hops preserves aroma but limits bitterness 51 . Similarly, hop-derived iso-alpha acids show a strong anti-correlation with lactic acid and acetic acid, likely reflecting growth inhibition of lactic acid and acetic acid bacteria, or the consequent use of fewer hops in sour beer styles, such as West Flanders ales and Fruit beers, that rely on these bacteria for their distinct flavors 52 . Finally, yeast-derived esters (ethyl acetate, ethyl decanoate, ethyl hexanoate, ethyl octanoate) and alcohols (ethanol, isoamyl alcohol, isobutanol, and glycerol), correlate with Spearman coefficients above 0.5, suggesting that these secondary metabolites are correlated with the yeast genetic background and/or fermentation parameters and may be difficult to influence individually, although the choice of yeast strain may offer some control 53 .

Spearman rank correlations are shown. Descriptors are grouped according to their origin (malt (blue), hops (green), yeast (red), wild flora (yellow), Others (black)), and sensory aspect (aroma, taste, palate, and overall appreciation). Please note that for the chemical compounds, for the sake of clarity, only a subset of the total number of measured compounds is shown, with an emphasis on the key compounds for each source. For more details, see the main text and Methods section. Chemical data can be found in Supplementary Data  1 , correlations between all chemical compounds are depicted in Supplementary Fig.  S2 and correlation values can be found in Supplementary Data  2 . See Supplementary Data  4 for sensory panel assessments and Supplementary Data  5 for correlation values between all sensory descriptors.

Interestingly, different beer styles show distinct patterns for some flavor compounds (Supplementary Fig.  S3 ). These observations agree with expectations for key beer styles, and serve as a control for our measurements. For instance, Stouts generally show high values for color (darker), while hoppy beers contain elevated levels of iso-alpha acids, compounds associated with bitter hop taste. Acetic and lactic acid are not prevalent in most beers, with notable exceptions such as Kriek, Lambic, Faro, West Flanders ales and Flanders Old Brown, which use acid-producing bacteria ( Lactobacillus and Pediococcus ) or unconventional yeast ( Brettanomyces ) 54 , 55 . Glycerol, ethanol and esters show similar distributions across all beer styles, reflecting their common origin as products of yeast metabolism during fermentation 45 , 53 . Finally, low/no-alcohol beers contain low concentrations of glycerol and esters. This is in line with the production process for most of the low/no-alcohol beers in our dataset, which are produced through limiting fermentation or by stripping away alcohol via evaporation or dialysis, with both methods having the unintended side-effect of reducing the amount of flavor compounds in the final beer 56 , 57 .

Besides expected associations, our data also reveals less trivial associations between beer styles and specific parameters. For example, geraniol and citronellol, two monoterpenoids responsible for citrus, floral and rose flavors and characteristic of Citra hops, are found in relatively high amounts in Christmas, Saison, and Brett/co-fermented beers, where they may originate from terpenoid-rich spices such as coriander seeds instead of hops 58 .

Tasting panel assessments reveal sensorial relationships in beer

To assess the sensory profile of each beer, a trained tasting panel evaluated each of the 250 beers for 50 sensory attributes, including different hop, malt and yeast flavors, off-flavors and spices. Panelists used a tasting sheet (Supplementary Data  3 ) to score the different attributes. Panel consistency was evaluated by repeating 12 samples across different sessions and performing ANOVA. In 95% of cases no significant difference was found across sessions ( p  > 0.05), indicating good panel consistency (Supplementary Table  S2 ).

Aroma and taste perception reported by the trained panel are often linked (Fig.  1 , bottom left panel and Supplementary Data  4 and 5 ), with high correlations between hops aroma and taste (Spearman’s rho=0.83). Bitter taste was found to correlate with hop aroma and taste in general (Spearman’s rho=0.80 and 0.69), and particularly with “grassy” noble hops (Spearman’s rho=0.75). Barnyard flavor, most often associated with sour beers, is identified together with stale hops (Spearman’s rho=0.97) that are used in these beers. Lactic and acetic acid, which often co-occur, are correlated (Spearman’s rho=0.66). Interestingly, sweetness and bitterness are anti-correlated (Spearman’s rho = −0.48), confirming the hypothesis that they mask each other 59 , 60 . Beer body is highly correlated with alcohol (Spearman’s rho = 0.79), and overall appreciation is found to correlate with multiple aspects that describe beer mouthfeel (alcohol, carbonation; Spearman’s rho= 0.32, 0.39), as well as with hop and ester aroma intensity (Spearman’s rho=0.39 and 0.35).

Similar to the chemical analyses, sensorial analyses confirmed typical features of specific beer styles (Supplementary Fig.  S4 ). For example, sour beers (Faro, Flanders Old Brown, Fruit beer, Kriek, Lambic, West Flanders ale) were rated acidic, with flavors of both acetic and lactic acid. Hoppy beers were found to be bitter and showed hop-associated aromas like citrus and tropical fruit. Malt taste is most detected among scotch, stout/porters, and strong ales, while low/no-alcohol beers, which often have a reputation for being ‘worty’ (reminiscent of unfermented, sweet malt extract) appear in the middle. Unsurprisingly, hop aromas are most strongly detected among hoppy beers. Like its chemical counterpart (Supplementary Fig.  S3 ), acidity shows a right-skewed distribution, with the most acidic beers being Krieks, Lambics, and West Flanders ales.

Tasting panel assessments of specific flavors correlate with chemical composition

We find that the concentrations of several chemical compounds strongly correlate with specific aroma or taste, as evaluated by the tasting panel (Fig.  2 , Supplementary Fig.  S5 , Supplementary Data  6 ). In some cases, these correlations confirm expectations and serve as a useful control for data quality. For example, iso-alpha acids, the bittering compounds in hops, strongly correlate with bitterness (Spearman’s rho=0.68), while ethanol and glycerol correlate with tasters’ perceptions of alcohol and body, the mouthfeel sensation of fullness (Spearman’s rho=0.82/0.62 and 0.72/0.57 respectively) and darker color from roasted malts is a good indication of malt perception (Spearman’s rho=0.54).

Heatmap colors indicate Spearman’s Rho. Axes are organized according to sensory categories (aroma, taste, mouthfeel, overall), chemical categories and chemical sources in beer (malt (blue), hops (green), yeast (red), wild flora (yellow), Others (black)). See Supplementary Data  6 for all correlation values.

Interestingly, for some relationships between chemical compounds and perceived flavor, correlations are weaker than expected. For example, the rose-smelling phenethyl acetate only weakly correlates with floral aroma. This hints at more complex relationships and interactions between compounds and suggests a need for a more complex model than simple correlations. Lastly, we uncovered unexpected correlations. For instance, the esters ethyl decanoate and ethyl octanoate appear to correlate slightly with hop perception and bitterness, possibly due to their fruity flavor. Iron is anti-correlated with hop aromas and bitterness, most likely because it is also anti-correlated with iso-alpha acids. This could be a sign of metal chelation of hop acids 61 , given that our analyses measure unbound hop acids and total iron content, or could result from the higher iron content in dark and Fruit beers, which typically have less hoppy and bitter flavors 62 .

Public consumer reviews complement expert panel data

To complement and expand the sensory data of our trained tasting panel, we collected 180,000 reviews of our 250 beers from the online consumer review platform RateBeer. This provided numerical scores for beer appearance, aroma, taste, palate, overall quality as well as the average overall score.

Public datasets are known to suffer from biases, such as price, cult status and psychological conformity towards previous ratings of a product. For example, prices correlate with appreciation scores for these online consumer reviews (rho=0.49, Supplementary Fig.  S6 ), but not for our trained tasting panel (rho=0.19). This suggests that prices affect consumer appreciation, which has been reported in wine 63 , while blind tastings are unaffected. Moreover, we observe that some beer styles, like lagers and non-alcoholic beers, generally receive lower scores, reflecting that online reviewers are mostly beer aficionados with a preference for specialty beers over lager beers. In general, we find a modest correlation between our trained panel’s overall appreciation score and the online consumer appreciation scores (Fig.  3 , rho=0.29). Apart from the aforementioned biases in the online datasets, serving temperature, sample freshness and surroundings, which are all tightly controlled during the tasting panel sessions, can vary tremendously across online consumers and can further contribute to (among others, appreciation) differences between the two categories of tasters. Importantly, in contrast to the overall appreciation scores, for many sensory aspects the results from the professional panel correlated well with results obtained from RateBeer reviews. Correlations were highest for features that are relatively easy to recognize even for untrained tasters, like bitterness, sweetness, alcohol and malt aroma (Fig.  3 and below).

RateBeer text mining results can be found in Supplementary Data  7 . Rho values shown are Spearman correlation values, with asterisks indicating significant correlations ( p  < 0.05, two-sided). All p values were smaller than 0.001, except for Esters aroma (0.0553), Esters taste (0.3275), Esters aroma—banana (0.0019), Coriander (0.0508) and Diacetyl (0.0134).

Besides collecting consumer appreciation from these online reviews, we developed automated text analysis tools to gather additional data from review texts (Supplementary Data  7 ). Processing review texts on the RateBeer database yielded comparable results to the scores given by the trained panel for many common sensory aspects, including acidity, bitterness, sweetness, alcohol, malt, and hop tastes (Fig.  3 ). This is in line with what would be expected, since these attributes require less training for accurate assessment and are less influenced by environmental factors such as temperature, serving glass and odors in the environment. Consumer reviews also correlate well with our trained panel for 4-vinyl guaiacol, a compound associated with a very characteristic aroma. By contrast, correlations for more specific aromas like ester, coriander or diacetyl are underrepresented in the online reviews, underscoring the importance of using a trained tasting panel and standardized tasting sheets with explicit factors to be scored for evaluating specific aspects of a beer. Taken together, our results suggest that public reviews are trustworthy for some, but not all, flavor features and can complement or substitute taste panel data for these sensory aspects.

Models can predict beer sensory profiles from chemical data

The rich datasets of chemical analyses, tasting panel assessments and public reviews gathered in the first part of this study provided us with a unique opportunity to develop predictive models that link chemical data to sensorial features. Given the complexity of beer flavor, basic statistical tools such as correlations or linear regression may not always be the most suitable for making accurate predictions. Instead, we applied different machine learning models that can model both simple linear and complex interactive relationships. Specifically, we constructed a set of regression models to predict (a) trained panel scores for beer flavor and quality and (b) public reviews’ appreciation scores from beer chemical profiles. We trained and tested 10 different models (Methods), 3 linear regression-based models (simple linear regression with first-order interactions (LR), lasso regression with first-order interactions (Lasso), partial least squares regressor (PLSR)), 5 decision tree models (AdaBoost regressor (ABR), extra trees (ET), gradient boosting regressor (GBR), random forest (RF) and XGBoost regressor (XGBR)), 1 support vector regression (SVR), and 1 artificial neural network (ANN) model.

To compare the performance of our machine learning models, the dataset was randomly split into a training and test set, stratified by beer style. After a model was trained on data in the training set, its performance was evaluated on its ability to predict the test dataset obtained from multi-output models (based on the coefficient of determination, see Methods). Additionally, individual-attribute models were ranked per descriptor and the average rank was calculated, as proposed by Korneva et al. 64 . Importantly, both ways of evaluating the models’ performance agreed in general. Performance of the different models varied (Table  1 ). It should be noted that all models perform better at predicting RateBeer results than results from our trained tasting panel. One reason could be that sensory data is inherently variable, and this variability is averaged out with the large number of public reviews from RateBeer. Additionally, all tree-based models perform better at predicting taste than aroma. Linear models (LR) performed particularly poorly, with negative R 2 values, due to severe overfitting (training set R 2  = 1). Overfitting is a common issue in linear models with many parameters and limited samples, especially with interaction terms further amplifying the number of parameters. L1 regularization (Lasso) successfully overcomes this overfitting, out-competing multiple tree-based models on the RateBeer dataset. Similarly, the dimensionality reduction of PLSR avoids overfitting and improves performance, to some extent. Still, tree-based models (ABR, ET, GBR, RF and XGBR) show the best performance, out-competing the linear models (LR, Lasso, PLSR) commonly used in sensory science 65 .

GBR models showed the best overall performance in predicting sensory responses from chemical information, with R 2 values up to 0.75 depending on the predicted sensory feature (Supplementary Table  S4 ). The GBR models predict consumer appreciation (RateBeer) better than our trained panel’s appreciation (R 2 value of 0.67 compared to R 2 value of 0.09) (Supplementary Table  S3 and Supplementary Table  S4 ). ANN models showed intermediate performance, likely because neural networks typically perform best with larger datasets 66 . The SVR shows intermediate performance, mostly due to the weak predictions of specific attributes that lower the overall performance (Supplementary Table  S4 ).

Model dissection identifies specific, unexpected compounds as drivers of consumer appreciation

Next, we leveraged our models to infer important contributors to sensory perception and consumer appreciation. Consumer preference is a crucial sensory aspects, because a product that shows low consumer appreciation scores often does not succeed commercially 25 . Additionally, the requirement for a large number of representative evaluators makes consumer trials one of the more costly and time-consuming aspects of product development. Hence, a model for predicting chemical drivers of overall appreciation would be a welcome addition to the available toolbox for food development and optimization.

Since GBR models on our RateBeer dataset showed the best overall performance, we focused on these models. Specifically, we used two approaches to identify important contributors. First, rankings of the most important predictors for each sensorial trait in the GBR models were obtained based on impurity-based feature importance (mean decrease in impurity). High-ranked parameters were hypothesized to be either the true causal chemical properties underlying the trait, to correlate with the actual causal properties, or to take part in sensory interactions affecting the trait 67 (Fig.  4A ). In a second approach, we used SHAP 68 to determine which parameters contributed most to the model for making predictions of consumer appreciation (Fig.  4B ). SHAP calculates parameter contributions to model predictions on a per-sample basis, which can be aggregated into an importance score.

A The impurity-based feature importance (mean deviance in impurity, MDI) calculated from the Gradient Boosting Regression (GBR) model predicting RateBeer appreciation scores. The top 15 highest ranked chemical properties are shown. B SHAP summary plot for the top 15 parameters contributing to our GBR model. Each point on the graph represents a sample from our dataset. The color represents the concentration of that parameter, with bluer colors representing low values and redder colors representing higher values. Greater absolute values on the horizontal axis indicate a higher impact of the parameter on the prediction of the model. C Spearman correlations between the 15 most important chemical properties and consumer overall appreciation. Numbers indicate the Spearman Rho correlation coefficient, and the rank of this correlation compared to all other correlations. The top 15 important compounds were determined using SHAP (panel B).

Both approaches identified ethyl acetate as the most predictive parameter for beer appreciation (Fig.  4 ). Ethyl acetate is the most abundant ester in beer with a typical ‘fruity’, ‘solvent’ and ‘alcoholic’ flavor, but is often considered less important than other esters like isoamyl acetate. The second most important parameter identified by SHAP is ethanol, the most abundant beer compound after water. Apart from directly contributing to beer flavor and mouthfeel, ethanol drastically influences the physical properties of beer, dictating how easily volatile compounds escape the beer matrix to contribute to beer aroma 69 . Importantly, it should also be noted that the importance of ethanol for appreciation is likely inflated by the very low appreciation scores of non-alcoholic beers (Supplementary Fig.  S4 ). Despite not often being considered a driver of beer appreciation, protein level also ranks highly in both approaches, possibly due to its effect on mouthfeel and body 70 . Lactic acid, which contributes to the tart taste of sour beers, is the fourth most important parameter identified by SHAP, possibly due to the generally high appreciation of sour beers in our dataset.

Interestingly, some of the most important predictive parameters for our model are not well-established as beer flavors or are even commonly regarded as being negative for beer quality. For example, our models identify methanethiol and ethyl phenyl acetate, an ester commonly linked to beer staling 71 , as a key factor contributing to beer appreciation. Although there is no doubt that high concentrations of these compounds are considered unpleasant, the positive effects of modest concentrations are not yet known 72 , 73 .

To compare our approach to conventional statistics, we evaluated how well the 15 most important SHAP-derived parameters correlate with consumer appreciation (Fig.  4C ). Interestingly, only 6 of the properties derived by SHAP rank amongst the top 15 most correlated parameters. For some chemical compounds, the correlations are so low that they would have likely been considered unimportant. For example, lactic acid, the fourth most important parameter, shows a bimodal distribution for appreciation, with sour beers forming a separate cluster, that is missed entirely by the Spearman correlation. Additionally, the correlation plots reveal outliers, emphasizing the need for robust analysis tools. Together, this highlights the need for alternative models, like the Gradient Boosting model, that better grasp the complexity of (beer) flavor.

Finally, to observe the relationships between these chemical properties and their predicted targets, partial dependence plots were constructed for the six most important predictors of consumer appreciation 74 , 75 , 76 (Supplementary Fig.  S7 ). One-way partial dependence plots show how a change in concentration affects the predicted appreciation. These plots reveal an important limitation of our models: appreciation predictions remain constant at ever-increasing concentrations. This implies that once a threshold concentration is reached, further increasing the concentration does not affect appreciation. This is false, as it is well-documented that certain compounds become unpleasant at high concentrations, including ethyl acetate (‘nail polish’) 77 and methanethiol (‘sulfury’ and ‘rotten cabbage’) 78 . The inability of our models to grasp that flavor compounds have optimal levels, above which they become negative, is a consequence of working with commercial beer brands where (off-)flavors are rarely too high to negatively impact the product. The two-way partial dependence plots show how changing the concentration of two compounds influences predicted appreciation, visualizing their interactions (Supplementary Fig.  S7 ). In our case, the top 5 parameters are dominated by additive or synergistic interactions, with high concentrations for both compounds resulting in the highest predicted appreciation.

To assess the robustness of our best-performing models and model predictions, we performed 100 iterations of the GBR, RF and ET models. In general, all iterations of the models yielded similar performance (Supplementary Fig.  S8 ). Moreover, the main predictors (including the top predictors ethanol and ethyl acetate) remained virtually the same, especially for GBR and RF. For the iterations of the ET model, we did observe more variation in the top predictors, which is likely a consequence of the model’s inherent random architecture in combination with co-correlations between certain predictors. However, even in this case, several of the top predictors (ethanol and ethyl acetate) remain unchanged, although their rank in importance changes (Supplementary Fig.  S8 ).

Next, we investigated if a combination of RateBeer and trained panel data into one consolidated dataset would lead to stronger models, under the hypothesis that such a model would suffer less from bias in the datasets. A GBR model was trained to predict appreciation on the combined dataset. This model underperformed compared to the RateBeer model, both in the native case and when including a dataset identifier (R 2  = 0.67, 0.26 and 0.42 respectively). For the latter, the dataset identifier is the most important feature (Supplementary Fig.  S9 ), while most of the feature importance remains unchanged, with ethyl acetate and ethanol ranking highest, like in the original model trained only on RateBeer data. It seems that the large variation in the panel dataset introduces noise, weakening the models’ performances and reliability. In addition, it seems reasonable to assume that both datasets are fundamentally different, with the panel dataset obtained by blind tastings by a trained professional panel.

Lastly, we evaluated whether beer style identifiers would further enhance the model’s performance. A GBR model was trained with parameters that explicitly encoded the styles of the samples. This did not improve model performance (R2 = 0.66 with style information vs R2 = 0.67). The most important chemical features are consistent with the model trained without style information (eg. ethanol and ethyl acetate), and with the exception of the most preferred (strong ale) and least preferred (low/no-alcohol) styles, none of the styles were among the most important features (Supplementary Fig.  S9 , Supplementary Table  S5 and S6 ). This is likely due to a combination of style-specific chemical signatures, such as iso-alpha acids and lactic acid, that implicitly convey style information to the original models, as well as the low number of samples belonging to some styles, making it difficult for the model to learn style-specific patterns. Moreover, beer styles are not rigorously defined, with some styles overlapping in features and some beers being misattributed to a specific style, all of which leads to more noise in models that use style parameters.

Model validation

To test if our predictive models give insight into beer appreciation, we set up experiments aimed at improving existing commercial beers. We specifically selected overall appreciation as the trait to be examined because of its complexity and commercial relevance. Beer flavor comprises a complex bouquet rather than single aromas and tastes 53 . Hence, adding a single compound to the extent that a difference is noticeable may lead to an unbalanced, artificial flavor. Therefore, we evaluated the effect of combinations of compounds. Because Blond beers represent the most extensive style in our dataset, we selected a beer from this style as the starting material for these experiments (Beer 64 in Supplementary Data  1 ).

In the first set of experiments, we adjusted the concentrations of compounds that made up the most important predictors of overall appreciation (ethyl acetate, ethanol, lactic acid, ethyl phenyl acetate) together with correlated compounds (ethyl hexanoate, isoamyl acetate, glycerol), bringing them up to 95 th percentile ethanol-normalized concentrations (Methods) within the Blond group (‘Spiked’ concentration in Fig.  5A ). Compared to controls, the spiked beers were found to have significantly improved overall appreciation among trained panelists, with panelist noting increased intensity of ester flavors, sweetness, alcohol, and body fullness (Fig.  5B ). To disentangle the contribution of ethanol to these results, a second experiment was performed without the addition of ethanol. This resulted in a similar outcome, including increased perception of alcohol and overall appreciation.

Adding the top chemical compounds, identified as best predictors of appreciation by our model, into poorly appreciated beers results in increased appreciation from our trained panel. Results of sensory tests between base beers and those spiked with compounds identified as the best predictors by the model. A Blond and Non/Low-alcohol (0.0% ABV) base beers were brought up to 95th-percentile ethanol-normalized concentrations within each style. B For each sensory attribute, tasters indicated the more intense sample and selected the sample they preferred. The numbers above the bars correspond to the p values that indicate significant changes in perceived flavor (two-sided binomial test: alpha 0.05, n  = 20 or 13).

In a last experiment, we tested whether using the model’s predictions can boost the appreciation of a non-alcoholic beer (beer 223 in Supplementary Data  1 ). Again, the addition of a mixture of predicted compounds (omitting ethanol, in this case) resulted in a significant increase in appreciation, body, ester flavor and sweetness.

Predicting flavor and consumer appreciation from chemical composition is one of the ultimate goals of sensory science. A reliable, systematic and unbiased way to link chemical profiles to flavor and food appreciation would be a significant asset to the food and beverage industry. Such tools would substantially aid in quality control and recipe development, offer an efficient and cost-effective alternative to pilot studies and consumer trials and would ultimately allow food manufacturers to produce superior, tailor-made products that better meet the demands of specific consumer groups more efficiently.

A limited set of studies have previously tried, to varying degrees of success, to predict beer flavor and beer popularity based on (a limited set of) chemical compounds and flavors 79 , 80 . Current sensitive, high-throughput technologies allow measuring an unprecedented number of chemical compounds and properties in a large set of samples, yielding a dataset that can train models that help close the gaps between chemistry and flavor, even for a complex natural product like beer. To our knowledge, no previous research gathered data at this scale (250 samples, 226 chemical parameters, 50 sensory attributes and 5 consumer scores) to disentangle and validate the chemical aspects driving beer preference using various machine-learning techniques. We find that modern machine learning models outperform conventional statistical tools, such as correlations and linear models, and can successfully predict flavor appreciation from chemical composition. This could be attributed to the natural incorporation of interactions and non-linear or discontinuous effects in machine learning models, which are not easily grasped by the linear model architecture. While linear models and partial least squares regression represent the most widespread statistical approaches in sensory science, in part because they allow interpretation 65 , 81 , 82 , modern machine learning methods allow for building better predictive models while preserving the possibility to dissect and exploit the underlying patterns. Of the 10 different models we trained, tree-based models, such as our best performing GBR, showed the best overall performance in predicting sensory responses from chemical information, outcompeting artificial neural networks. This agrees with previous reports for models trained on tabular data 83 . Our results are in line with the findings of Colantonio et al. who also identified the gradient boosting architecture as performing best at predicting appreciation and flavor (of tomatoes and blueberries, in their specific study) 26 . Importantly, besides our larger experimental scale, we were able to directly confirm our models’ predictions in vivo.

Our study confirms that flavor compound concentration does not always correlate with perception, suggesting complex interactions that are often missed by more conventional statistics and simple models. Specifically, we find that tree-based algorithms may perform best in developing models that link complex food chemistry with aroma. Furthermore, we show that massive datasets of untrained consumer reviews provide a valuable source of data, that can complement or even replace trained tasting panels, especially for appreciation and basic flavors, such as sweetness and bitterness. This holds despite biases that are known to occur in such datasets, such as price or conformity bias. Moreover, GBR models predict taste better than aroma. This is likely because taste (e.g. bitterness) often directly relates to the corresponding chemical measurements (e.g., iso-alpha acids), whereas such a link is less clear for aromas, which often result from the interplay between multiple volatile compounds. We also find that our models are best at predicting acidity and alcohol, likely because there is a direct relation between the measured chemical compounds (acids and ethanol) and the corresponding perceived sensorial attribute (acidity and alcohol), and because even untrained consumers are generally able to recognize these flavors and aromas.

The predictions of our final models, trained on review data, hold even for blind tastings with small groups of trained tasters, as demonstrated by our ability to validate specific compounds as drivers of beer flavor and appreciation. Since adding a single compound to the extent of a noticeable difference may result in an unbalanced flavor profile, we specifically tested our identified key drivers as a combination of compounds. While this approach does not allow us to validate if a particular single compound would affect flavor and/or appreciation, our experiments do show that this combination of compounds increases consumer appreciation.

It is important to stress that, while it represents an important step forward, our approach still has several major limitations. A key weakness of the GBR model architecture is that amongst co-correlating variables, the largest main effect is consistently preferred for model building. As a result, co-correlating variables often have artificially low importance scores, both for impurity and SHAP-based methods, like we observed in the comparison to the more randomized Extra Trees models. This implies that chemicals identified as key drivers of a specific sensory feature by GBR might not be the true causative compounds, but rather co-correlate with the actual causative chemical. For example, the high importance of ethyl acetate could be (partially) attributed to the total ester content, ethanol or ethyl hexanoate (rho=0.77, rho=0.72 and rho=0.68), while ethyl phenylacetate could hide the importance of prenyl isobutyrate and ethyl benzoate (rho=0.77 and rho=0.76). Expanding our GBR model to include beer style as a parameter did not yield additional power or insight. This is likely due to style-specific chemical signatures, such as iso-alpha acids and lactic acid, that implicitly convey style information to the original model, as well as the smaller sample size per style, limiting the power to uncover style-specific patterns. This can be partly attributed to the curse of dimensionality, where the high number of parameters results in the models mainly incorporating single parameter effects, rather than complex interactions such as style-dependent effects 67 . A larger number of samples may overcome some of these limitations and offer more insight into style-specific effects. On the other hand, beer style is not a rigid scientific classification, and beers within one style often differ a lot, which further complicates the analysis of style as a model factor.

Our study is limited to beers from Belgian breweries. Although these beers cover a large portion of the beer styles available globally, some beer styles and consumer patterns may be missing, while other features might be overrepresented. For example, many Belgian ales exhibit yeast-driven flavor profiles, which is reflected in the chemical drivers of appreciation discovered by this study. In future work, expanding the scope to include diverse markets and beer styles could lead to the identification of even more drivers of appreciation and better models for special niche products that were not present in our beer set.

In addition to inherent limitations of GBR models, there are also some limitations associated with studying food aroma. Even if our chemical analyses measured most of the known aroma compounds, the total number of flavor compounds in complex foods like beer is still larger than the subset we were able to measure in this study. For example, hop-derived thiols, that influence flavor at very low concentrations, are notoriously difficult to measure in a high-throughput experiment. Moreover, consumer perception remains subjective and prone to biases that are difficult to avoid. It is also important to stress that the models are still immature and that more extensive datasets will be crucial for developing more complete models in the future. Besides more samples and parameters, our dataset does not include any demographic information about the tasters. Including such data could lead to better models that grasp external factors like age and culture. Another limitation is that our set of beers consists of high-quality end-products and lacks beers that are unfit for sale, which limits the current model in accurately predicting products that are appreciated very badly. Finally, while models could be readily applied in quality control, their use in sensory science and product development is restrained by their inability to discern causal relationships. Given that the models cannot distinguish compounds that genuinely drive consumer perception from those that merely correlate, validation experiments are essential to identify true causative compounds.

Despite the inherent limitations, dissection of our models enabled us to pinpoint specific molecules as potential drivers of beer aroma and consumer appreciation, including compounds that were unexpected and would not have been identified using standard approaches. Important drivers of beer appreciation uncovered by our models include protein levels, ethyl acetate, ethyl phenyl acetate and lactic acid. Currently, many brewers already use lactic acid to acidify their brewing water and ensure optimal pH for enzymatic activity during the mashing process. Our results suggest that adding lactic acid can also improve beer appreciation, although its individual effect remains to be tested. Interestingly, ethanol appears to be unnecessary to improve beer appreciation, both for blond beer and alcohol-free beer. Given the growing consumer interest in alcohol-free beer, with a predicted annual market growth of >7% 84 , it is relevant for brewers to know what compounds can further increase consumer appreciation of these beers. Hence, our model may readily provide avenues to further improve the flavor and consumer appreciation of both alcoholic and non-alcoholic beers, which is generally considered one of the key challenges for future beer production.

Whereas we see a direct implementation of our results for the development of superior alcohol-free beverages and other food products, our study can also serve as a stepping stone for the development of novel alcohol-containing beverages. We want to echo the growing body of scientific evidence for the negative effects of alcohol consumption, both on the individual level by the mutagenic, teratogenic and carcinogenic effects of ethanol 85 , 86 , as well as the burden on society caused by alcohol abuse and addiction. We encourage the use of our results for the production of healthier, tastier products, including novel and improved beverages with lower alcohol contents. Furthermore, we strongly discourage the use of these technologies to improve the appreciation or addictive properties of harmful substances.

The present work demonstrates that despite some important remaining hurdles, combining the latest developments in chemical analyses, sensory analysis and modern machine learning methods offers exciting avenues for food chemistry and engineering. Soon, these tools may provide solutions in quality control and recipe development, as well as new approaches to sensory science and flavor research.

Beer selection

250 commercial Belgian beers were selected to cover the broad diversity of beer styles and corresponding diversity in chemical composition and aroma. See Supplementary Fig.  S1 .

Chemical dataset

Sample preparation.

Beers within their expiration date were purchased from commercial retailers. Samples were prepared in biological duplicates at room temperature, unless explicitly stated otherwise. Bottle pressure was measured with a manual pressure device (Steinfurth Mess-Systeme GmbH) and used to calculate CO 2 concentration. The beer was poured through two filter papers (Macherey-Nagel, 500713032 MN 713 ¼) to remove carbon dioxide and prevent spontaneous foaming. Samples were then prepared for measurements by targeted Headspace-Gas Chromatography-Flame Ionization Detector/Flame Photometric Detector (HS-GC-FID/FPD), Headspace-Solid Phase Microextraction-Gas Chromatography-Mass Spectrometry (HS-SPME-GC-MS), colorimetric analysis, enzymatic analysis, Near-Infrared (NIR) analysis, as described in the sections below. The mean values of biological duplicates are reported for each compound.

HS-GC-FID/FPD

HS-GC-FID/FPD (Shimadzu GC 2010 Plus) was used to measure higher alcohols, acetaldehyde, esters, 4-vinyl guaicol, and sulfur compounds. Each measurement comprised 5 ml of sample pipetted into a 20 ml glass vial containing 1.75 g NaCl (VWR, 27810.295). 100 µl of 2-heptanol (Sigma-Aldrich, H3003) (internal standard) solution in ethanol (Fisher Chemical, E/0650DF/C17) was added for a final concentration of 2.44 mg/L. Samples were flushed with nitrogen for 10 s, sealed with a silicone septum, stored at −80 °C and analyzed in batches of 20.

The GC was equipped with a DB-WAXetr column (length, 30 m; internal diameter, 0.32 mm; layer thickness, 0.50 µm; Agilent Technologies, Santa Clara, CA, USA) to the FID and an HP-5 column (length, 30 m; internal diameter, 0.25 mm; layer thickness, 0.25 µm; Agilent Technologies, Santa Clara, CA, USA) to the FPD. N 2 was used as the carrier gas. Samples were incubated for 20 min at 70 °C in the headspace autosampler (Flow rate, 35 cm/s; Injection volume, 1000 µL; Injection mode, split; Combi PAL autosampler, CTC analytics, Switzerland). The injector, FID and FPD temperatures were kept at 250 °C. The GC oven temperature was first held at 50 °C for 5 min and then allowed to rise to 80 °C at a rate of 5 °C/min, followed by a second ramp of 4 °C/min until 200 °C kept for 3 min and a final ramp of (4 °C/min) until 230 °C for 1 min. Results were analyzed with the GCSolution software version 2.4 (Shimadzu, Kyoto, Japan). The GC was calibrated with a 5% EtOH solution (VWR International) containing the volatiles under study (Supplementary Table  S7 ).

HS-SPME-GC-MS

HS-SPME-GC-MS (Shimadzu GCMS-QP-2010 Ultra) was used to measure additional volatile compounds, mainly comprising terpenoids and esters. Samples were analyzed by HS-SPME using a triphase DVB/Carboxen/PDMS 50/30 μm SPME fiber (Supelco Co., Bellefonte, PA, USA) followed by gas chromatography (Thermo Fisher Scientific Trace 1300 series, USA) coupled to a mass spectrometer (Thermo Fisher Scientific ISQ series MS) equipped with a TriPlus RSH autosampler. 5 ml of degassed beer sample was placed in 20 ml vials containing 1.75 g NaCl (VWR, 27810.295). 5 µl internal standard mix was added, containing 2-heptanol (1 g/L) (Sigma-Aldrich, H3003), 4-fluorobenzaldehyde (1 g/L) (Sigma-Aldrich, 128376), 2,3-hexanedione (1 g/L) (Sigma-Aldrich, 144169) and guaiacol (1 g/L) (Sigma-Aldrich, W253200) in ethanol (Fisher Chemical, E/0650DF/C17). Each sample was incubated at 60 °C in the autosampler oven with constant agitation. After 5 min equilibration, the SPME fiber was exposed to the sample headspace for 30 min. The compounds trapped on the fiber were thermally desorbed in the injection port of the chromatograph by heating the fiber for 15 min at 270 °C.

The GC-MS was equipped with a low polarity RXi-5Sil MS column (length, 20 m; internal diameter, 0.18 mm; layer thickness, 0.18 µm; Restek, Bellefonte, PA, USA). Injection was performed in splitless mode at 320 °C, a split flow of 9 ml/min, a purge flow of 5 ml/min and an open valve time of 3 min. To obtain a pulsed injection, a programmed gas flow was used whereby the helium gas flow was set at 2.7 mL/min for 0.1 min, followed by a decrease in flow of 20 ml/min to the normal 0.9 mL/min. The temperature was first held at 30 °C for 3 min and then allowed to rise to 80 °C at a rate of 7 °C/min, followed by a second ramp of 2 °C/min till 125 °C and a final ramp of 8 °C/min with a final temperature of 270 °C.

Mass acquisition range was 33 to 550 amu at a scan rate of 5 scans/s. Electron impact ionization energy was 70 eV. The interface and ion source were kept at 275 °C and 250 °C, respectively. A mix of linear n-alkanes (from C7 to C40, Supelco Co.) was injected into the GC-MS under identical conditions to serve as external retention index markers. Identification and quantification of the compounds were performed using an in-house developed R script as described in Goelen et al. and Reher et al. 87 , 88 (for package information, see Supplementary Table  S8 ). Briefly, chromatograms were analyzed using AMDIS (v2.71) 89 to separate overlapping peaks and obtain pure compound spectra. The NIST MS Search software (v2.0 g) in combination with the NIST2017, FFNSC3 and Adams4 libraries were used to manually identify the empirical spectra, taking into account the expected retention time. After background subtraction and correcting for retention time shifts between samples run on different days based on alkane ladders, compound elution profiles were extracted and integrated using a file with 284 target compounds of interest, which were either recovered in our identified AMDIS list of spectra or were known to occur in beer. Compound elution profiles were estimated for every peak in every chromatogram over a time-restricted window using weighted non-negative least square analysis after which peak areas were integrated 87 , 88 . Batch effect correction was performed by normalizing against the most stable internal standard compound, 4-fluorobenzaldehyde. Out of all 284 target compounds that were analyzed, 167 were visually judged to have reliable elution profiles and were used for final analysis.

Discrete photometric and enzymatic analysis

Discrete photometric and enzymatic analysis (Thermo Scientific TM Gallery TM Plus Beermaster Discrete Analyzer) was used to measure acetic acid, ammonia, beta-glucan, iso-alpha acids, color, sugars, glycerol, iron, pH, protein, and sulfite. 2 ml of sample volume was used for the analyses. Information regarding the reagents and standard solutions used for analyses and calibrations is included in Supplementary Table  S7 and Supplementary Table  S9 .

NIR analyses

NIR analysis (Anton Paar Alcolyzer Beer ME System) was used to measure ethanol. Measurements comprised 50 ml of sample, and a 10% EtOH solution was used for calibration.

Correlation calculations

Pairwise Spearman Rank correlations were calculated between all chemical properties.

Sensory dataset

Trained panel.

Our trained tasting panel consisted of volunteers who gave prior verbal informed consent. All compounds used for the validation experiment were of food-grade quality. The tasting sessions were approved by the Social and Societal Ethics Committee of the KU Leuven (G-2022-5677-R2(MAR)). All online reviewers agreed to the Terms and Conditions of the RateBeer website.

Sensory analysis was performed according to the American Society of Brewing Chemists (ASBC) Sensory Analysis Methods 90 . 30 volunteers were screened through a series of triangle tests. The sixteen most sensitive and consistent tasters were retained as taste panel members. The resulting panel was diverse in age [22–42, mean: 29], sex [56% male] and nationality [7 different countries]. The panel developed a consensus vocabulary to describe beer aroma, taste and mouthfeel. Panelists were trained to identify and score 50 different attributes, using a 7-point scale to rate attributes’ intensity. The scoring sheet is included as Supplementary Data  3 . Sensory assessments took place between 10–12 a.m. The beers were served in black-colored glasses. Per session, between 5 and 12 beers of the same style were tasted at 12 °C to 16 °C. Two reference beers were added to each set and indicated as ‘Reference 1 & 2’, allowing panel members to calibrate their ratings. Not all panelists were present at every tasting. Scores were scaled by standard deviation and mean-centered per taster. Values are represented as z-scores and clustered by Euclidean distance. Pairwise Spearman correlations were calculated between taste and aroma sensory attributes. Panel consistency was evaluated by repeating samples on different sessions and performing ANOVA to identify differences, using the ‘stats’ package (v4.2.2) in R (for package information, see Supplementary Table  S8 ).

Online reviews from a public database

The ‘scrapy’ package in Python (v3.6) (for package information, see Supplementary Table  S8 ). was used to collect 232,288 online reviews (mean=922, min=6, max=5343) from RateBeer, an online beer review database. Each review entry comprised 5 numerical scores (appearance, aroma, taste, palate and overall quality) and an optional review text. The total number of reviews per reviewer was collected separately. Numerical scores were scaled and centered per rater, and mean scores were calculated per beer.

For the review texts, the language was estimated using the packages ‘langdetect’ and ‘langid’ in Python. Reviews that were classified as English by both packages were kept. Reviewers with fewer than 100 entries overall were discarded. 181,025 reviews from >6000 reviewers from >40 countries remained. Text processing was done using the ‘nltk’ package in Python. Texts were corrected for slang and misspellings; proper nouns and rare words that are relevant to the beer context were specified and kept as-is (‘Chimay’,’Lambic’, etc.). A dictionary of semantically similar sensorial terms, for example ‘floral’ and ‘flower’, was created and collapsed together into one term. Words were stemmed and lemmatized to avoid identifying words such as ‘acid’ and ‘acidity’ as separate terms. Numbers and punctuation were removed.

Sentences from up to 50 randomly chosen reviews per beer were manually categorized according to the aspect of beer they describe (appearance, aroma, taste, palate, overall quality—not to be confused with the 5 numerical scores described above) or flagged as irrelevant if they contained no useful information. If a beer contained fewer than 50 reviews, all reviews were manually classified. This labeled data set was used to train a model that classified the rest of the sentences for all beers 91 . Sentences describing taste and aroma were extracted, and term frequency–inverse document frequency (TFIDF) was implemented to calculate enrichment scores for sensorial words per beer.

The sex of the tasting subject was not considered when building our sensory database. Instead, results from different panelists were averaged, both for our trained panel (56% male, 44% female) and the RateBeer reviews (70% male, 30% female for RateBeer as a whole).

Beer price collection and processing

Beer prices were collected from the following stores: Colruyt, Delhaize, Total Wine, BeerHawk, The Belgian Beer Shop, The Belgian Shop, and Beer of Belgium. Where applicable, prices were converted to Euros and normalized per liter. Spearman correlations were calculated between these prices and mean overall appreciation scores from RateBeer and the taste panel, respectively.

Pairwise Spearman Rank correlations were calculated between all sensory properties.

Machine learning models

Predictive modeling of sensory profiles from chemical data.

Regression models were constructed to predict (a) trained panel scores for beer flavors and quality from beer chemical profiles and (b) public reviews’ appreciation scores from beer chemical profiles. Z-scores were used to represent sensory attributes in both data sets. Chemical properties with log-normal distributions (Shapiro-Wilk test, p  <  0.05 ) were log-transformed. Missing chemical measurements (0.1% of all data) were replaced with mean values per attribute. Observations from 250 beers were randomly separated into a training set (70%, 175 beers) and a test set (30%, 75 beers), stratified per beer style. Chemical measurements (p = 231) were normalized based on the training set average and standard deviation. In total, three linear regression-based models: linear regression with first-order interaction terms (LR), lasso regression with first-order interaction terms (Lasso) and partial least squares regression (PLSR); five decision tree models, Adaboost regressor (ABR), Extra Trees (ET), Gradient Boosting regressor (GBR), Random Forest (RF) and XGBoost regressor (XGBR); one support vector machine model (SVR) and one artificial neural network model (ANN) were trained. The models were implemented using the ‘scikit-learn’ package (v1.2.2) and ‘xgboost’ package (v1.7.3) in Python (v3.9.16). Models were trained, and hyperparameters optimized, using five-fold cross-validated grid search with the coefficient of determination (R 2 ) as the evaluation metric. The ANN (scikit-learn’s MLPRegressor) was optimized using Bayesian Tree-Structured Parzen Estimator optimization with the ‘Optuna’ Python package (v3.2.0). Individual models were trained per attribute, and a multi-output model was trained on all attributes simultaneously.

Model dissection

GBR was found to outperform other methods, resulting in models with the highest average R 2 values in both trained panel and public review data sets. Impurity-based rankings of the most important predictors for each predicted sensorial trait were obtained using the ‘scikit-learn’ package. To observe the relationships between these chemical properties and their predicted targets, partial dependence plots (PDP) were constructed for the six most important predictors of consumer appreciation 74 , 75 .

The ‘SHAP’ package in Python (v0.41.0) was implemented to provide an alternative ranking of predictor importance and to visualize the predictors’ effects as a function of their concentration 68 .

Validation of causal chemical properties

To validate the effects of the most important model features on predicted sensory attributes, beers were spiked with the chemical compounds identified by the models and descriptive sensory analyses were carried out according to the American Society of Brewing Chemists (ASBC) protocol 90 .

Compound spiking was done 30 min before tasting. Compounds were spiked into fresh beer bottles, that were immediately resealed and inverted three times. Fresh bottles of beer were opened for the same duration, resealed, and inverted thrice, to serve as controls. Pairs of spiked samples and controls were served simultaneously, chilled and in dark glasses as outlined in the Trained panel section above. Tasters were instructed to select the glass with the higher flavor intensity for each attribute (directional difference test 92 ) and to select the glass they prefer.

The final concentration after spiking was equal to the within-style average, after normalizing by ethanol concentration. This was done to ensure balanced flavor profiles in the final spiked beer. The same methods were applied to improve a non-alcoholic beer. Compounds were the following: ethyl acetate (Merck KGaA, W241415), ethyl hexanoate (Merck KGaA, W243906), isoamyl acetate (Merck KGaA, W205508), phenethyl acetate (Merck KGaA, W285706), ethanol (96%, Colruyt), glycerol (Merck KGaA, W252506), lactic acid (Merck KGaA, 261106).

Significant differences in preference or perceived intensity were determined by performing the two-sided binomial test on each attribute.

Reporting summary

Further information on research design is available in the  Nature Portfolio Reporting Summary linked to this article.

Data availability

The data that support the findings of this work are available in the Supplementary Data files and have been deposited to Zenodo under accession code 10653704 93 . The RateBeer scores data are under restricted access, they are not publicly available as they are property of RateBeer (ZX Ventures, USA). Access can be obtained from the authors upon reasonable request and with permission of RateBeer (ZX Ventures, USA).  Source data are provided with this paper.

Code availability

The code for training the machine learning models, analyzing the models, and generating the figures has been deposited to Zenodo under accession code 10653704 93 .

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Acknowledgements

We thank all lab members for their discussions and thank all tasting panel members for their contributions. Special thanks go out to Dr. Karin Voordeckers for her tremendous help in proofreading and improving the manuscript. M.S. was supported by a Baillet-Latour fellowship, L.C. acknowledges financial support from KU Leuven (C16/17/006), F.A.T. was supported by a PhD fellowship from FWO (1S08821N). Research in the lab of K.J.V. is supported by KU Leuven, FWO, VIB, VLAIO and the Brewing Science Serves Health Fund. Research in the lab of T.W. is supported by FWO (G.0A51.15) and KU Leuven (C16/17/006).

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These authors contributed equally: Michiel Schreurs, Supinya Piampongsant, Miguel Roncoroni.

Authors and Affiliations

VIB—KU Leuven Center for Microbiology, Gaston Geenslaan 1, B-3001, Leuven, Belgium

Michiel Schreurs, Supinya Piampongsant, Miguel Roncoroni, Lloyd Cool, Beatriz Herrera-Malaver, Florian A. Theßeling & Kevin J. Verstrepen

CMPG Laboratory of Genetics and Genomics, KU Leuven, Gaston Geenslaan 1, B-3001, Leuven, Belgium

Leuven Institute for Beer Research (LIBR), Gaston Geenslaan 1, B-3001, Leuven, Belgium

Laboratory of Socioecology and Social Evolution, KU Leuven, Naamsestraat 59, B-3000, Leuven, Belgium

Lloyd Cool, Christophe Vanderaa & Tom Wenseleers

VIB Bioinformatics Core, VIB, Rijvisschestraat 120, B-9052, Ghent, Belgium

Łukasz Kreft & Alexander Botzki

AB InBev SA/NV, Brouwerijplein 1, B-3000, Leuven, Belgium

Philippe Malcorps & Luk Daenen

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Contributions

S.P., M.S. and K.J.V. conceived the experiments. S.P., M.S. and K.J.V. designed the experiments. S.P., M.S., M.R., B.H. and F.A.T. performed the experiments. S.P., M.S., L.C., C.V., L.K., A.B., P.M., L.D., T.W. and K.J.V. contributed analysis ideas. S.P., M.S., L.C., C.V., T.W. and K.J.V. analyzed the data. All authors contributed to writing the manuscript.

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Correspondence to Kevin J. Verstrepen .

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K.J.V. is affiliated with bar.on. The other authors declare no competing interests.

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Schreurs, M., Piampongsant, S., Roncoroni, M. et al. Predicting and improving complex beer flavor through machine learning. Nat Commun 15 , 2368 (2024). https://doi.org/10.1038/s41467-024-46346-0

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Received : 30 October 2023

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Published : 26 March 2024

DOI : https://doi.org/10.1038/s41467-024-46346-0

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