Analytical Essay

Definition of analytical essay.

Analytical implies the breaking down of something into parts, or the discussion of something in a way that it becomes a dissection of the whole. An analytical type of essay differs from other types of essays in that its primary goal is to explain something bit by bit to enhance understanding. Most of the times, an analytical essay is written about the analysis of a text, or a process, or an idea. In literature, however, it is a critical analysis of some literary text which is done to enhance its understanding.

Difference Between an Analytical Essay and a Critical Essay

An analytical essay is just an analysis of a literary text. By contrast , a critical essay involves, not only an analysis of the text in question, but also dissection of the literary terms and devices used by the author to make his meanings clear. The critical essay also explains the functions of the literary terms used, and evaluates their usage, and whether they have achieved the intended purposes or not.

Types of Analytical Essay

  • Cause and Effect : One way of analyzing something is to discuss the cause of something, and its effect on other things.
  • Comparison and Contrast : Another way of analyzing something is to compare and contrast things among themselves.
  • Classification : Classification is yet another method of analyzing things, to learn of their nature.
  • Process : Process is also a type of analysis writing.
  • Definition : Defining things is also a way of analyzing the nature of things.

Examples of Analytical Essay in Literature

Example #1: liposuction: the key to energy independence (by barbara ehrenreich).

“I say to my fellow humans: It’s time to stop feeding off the dead and grow up! I don’t know about food, but I have a plan for achieving fuel self-sufficiency in less time than it takes to say ‘Arctic National Wildlife Refuge.’ The idea came to me from reports of the growing crime of French fry oil theft: Certain desperate individuals are stealing restaurants’ discarded cooking oil, which can then be used to fuel cars. So the idea is: why not skip the French fry phase and harvest high-energy hydrocarbons right from ourselves?”

This is an excerpt from the essay of Barbara Ehrenreich, in which she has made comparison and contrast between human beings and animals , regarding food choices . This is a good analysis of the food we use.

Example #2: Freedom (by Joyce M. Jarett)

“On the first day of school, I was escorted by hordes of national guardsmen. Like a funeral procession, the steady stream of official-looking cars followed me to the campus. Some patrolmen were parked near campus gates, while others, with guns strapped to their sides, stood near building entrances. Though many of my escorts had given me smiles of support, still I was not prepared for what I encountered upon entering my new school.”

This is a paragraph from a process analysis. The author, Joyce M. Jaret, has beautifully described her experience of the security in this paragraph, and how it is deployed when an important figure faces security issues in his life. This is an analysis of the process of security deployment.

Example #3: The Ways of Meeting Oppression (by Martin Luther King, Jr.)

“The third way open to oppressed people in their quest for freedom is the way of nonviolent resistance. Like the synthesis in Hegelian philosophy, the principle of nonviolent resistance seeks to reconcile the truths of two opposites—the acquiescence and violence—while avoiding the extremes and immoralities of both. The nonviolent resister agrees with the person who acquiesces that one should not be physically aggressive toward his opponent; but he balances the equation by agreeing with the person of violence that evil must be resisted. He avoids the nonresistance of the former and the violent resistance of the latter. With nonviolent resistance, no individual or group need submit to any wrong, nor need anyone resort to violence in order to right a wrong.”

This is the analysis by classification that Marth Luther King, a famous human rights activist, has done regarding oppression against African Americans.

Function of Analytical Essay

An analytical essay dissects something such as a concept, an idea, a thing, or even a character . Its major aim is to enhance the understanding of readers. An analysis could be done through a process, definition, classification and division, or comparison and contrast. The thing or idea is broken into several parts, through classification and division, and then analyzed. A process is broken into several steps for analysis. Not only do analytical essays enhance understanding, but they also make readers aware of minute details of things.

Related posts:

  • Elements of an Essay
  • Narrative Essay
  • Definition Essay
  • Descriptive Essay
  • Types of Essay
  • Argumentative Essay
  • Cause and Effect Essay
  • Critical Essay
  • Expository Essay
  • Persuasive Essay
  • Process Essay
  • Explicatory Essay
  • An Essay on Man: Epistle I
  • Comparison and Contrast Essay

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The Power of Analysis: Tips and Tricks for Writing Analysis Essays: Home

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  • Super Search Webpage Where to start your research.
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  • Different Types of Analysis Essays

types of analysis in essays

Text analysis and writing analysis texts are important skills to develop as they allow individuals to critically engage with written material, understand underlying themes and arguments, and communicate their own ideas in a clear and effective manner. These skills are essential in academic and professional settings, as well as in everyday life, as they enable individuals to evaluate information and make informed decisions.

What is Text Analysis?

Text analysis is the process of examining and interpreting a written or spoken text to understand its meaning, structure, and context. It involves breaking down the text into its constituent parts, such as words, phrases, and sentences, and analyzing how they work together to convey a particular message or idea.

Text analysis can be used to explore a wide range of textual material, including literature, poetry, speeches, and news articles, and it is often employed in academic research, literary criticism, and media analysis. By analyzing texts, we can gain deeper insights into their meanings, uncover hidden messages and themes, and better understand the social and cultural contexts in which they were produced.

What is an Analysis Essay?

An analysis essay is a type of essay that requires the writer to analyze and interpret a particular text or topic. The goal of an analysis essay is to break down the text or topic into smaller parts and examine each part carefully. This allows the writer to make connections between different parts of the text or topic and develop a more comprehensive understanding of it.

In “The Yellow Wallpaper,” Charlotte Perkins Gilman uses the first-person point of view and vivid descriptions of the protagonist’s surroundings to convey the protagonist’s psychological deterioration. By limiting the reader’s understanding of the story’s events to the protagonist’s perspective, Gilman creates a sense of claustrophobia and paranoia, mirroring the protagonist’s own feelings. Additionally, the use of sensory language, such as the “smooch of rain,” and descriptions of the “yellow wallpaper” and its “sprawling flamboyant patterns,” further emphasize the protagonist’s sensory and emotional experience. Through these techniques, Gilman effectively communicates the protagonist’s descent into madness and the effects of societal oppression on women’s mental health.

There are several different types of analysis essays, including:

Literary Analysis Essays: These essays examine a work of literature and analyze various literary devices such as character development, plot, theme, and symbolism.

Rhetorical Analysis Essays: These essays examine how authors use language and rhetoric to persuade their audience, focusing on the author's tone, word choice, and use of rhetorical devices.

Film Analysis Essays: These essays analyze a film's themes, characters, and visual elements, such as cinematography and sound.

Visual Analysis Essays: These essays analyze visual art, such as paintings or sculptures, and explore how the artwork's elements work together to create meaning.

Historical Analysis Essays: These essays analyze historical events or documents and examine their causes, effects, and implications.

Comparative Analysis Essays: These essays compare and contrast two or more works, focusing on similarities and differences between them.

Process Analysis Essays: These essays explain how to do something or how something works, providing a step-by-step analysis of a process.

Analyzing Texts

  • General Tips
  • How to Analyze
  • What to Analyze

When writing an essay, it's essential to analyze your topic thoroughly. Here are some suggestions for analyzing your topic:

Read carefully: Start by reading your text or prompt carefully. Make sure you understand the key points and what the text or prompt is asking you to do.

Analyze the text or topic thoroughly: Analyze the text or topic thoroughly by breaking it down into smaller parts and examining each part carefully. This will help you make connections between different parts of the text or topic and develop a more comprehensive understanding of it.

Identify key concepts: Identify the key concepts, themes, and ideas in the text or prompt. This will help you focus your analysis.

Take notes: Take notes on important details and concepts as you read. This will help you remember what you've read and organize your thoughts.

Consider different perspectives: Consider different perspectives and interpretations of the text or prompt. This can help you create a more well-rounded analysis.

Use evidence: Use evidence from the text or outside sources to support your analysis. This can help you make your argument stronger and more convincing.

Formulate your thesis statement: Based on your analysis of the essay, formulate your thesis statement. This should be a clear and concise statement that summarizes your main argument.

Use clear and concise language: Use clear and concise language to communicate your ideas effectively. Avoid using overly complicated language that may confuse your reader.

Revise and edit: Revise and edit your essay carefully to ensure that it is clear, concise, and free of errors.

  • Understanding the assignment: Make sure you fully understand the assignment and the purpose of the analysis. This will help you focus your analysis and ensure that you are meeting the requirements of the assignment.

Read the essay multiple times: Reading the essay multiple times will help you to identify the author's main argument, key points, and supporting evidence.

Take notes: As you read the essay, take notes on key points, quotes, and examples. This will help you to organize your thoughts and identify patterns in the author's argument.

Take breaks: It's important to take breaks while reading academic essays to avoid burnout. Take a break every 20-30 minutes and do something completely different, like going for a walk or listening to music. This can help you to stay refreshed and engaged.

Highlight or underline key points: As you read, highlight or underline key points, arguments, and evidence that stand out to you. This will help you to remember and analyze important information later.

Ask questions: Ask yourself questions as you read to help you engage critically with the text. What is the author's argument? What evidence do they use to support their claims? What are the strengths and weaknesses of their argument?

Engage in active reading: Instead of passively reading, engage in active reading by asking questions, making connections to other readings or personal experiences, and reflecting on what you've read.

Find a discussion partner: Find someone to discuss the essay with, whether it's a classmate, a friend, or a teacher. Discussing the essay can help you to process and analyze the information more deeply, and can also help you to stay engaged.

  • Identify the author's purpose and audience: Consider why the author wrote the essay and who their intended audience is. This will help you to better understand the author's perspective and the purpose of their argument.

Analyze the structure of the essay: Consider how the essay is structured and how this supports the author's argument. Look for patterns in the organization of ideas and the use of transitions.

Evaluate the author's use of evidence: Evaluate the author's use of evidence and how it supports their argument. Consider whether the evidence is credible, relevant, and sufficient to support the author's claims.

Consider the author's tone and style: Consider the author's tone and style and how it contributes to their argument. Look for patterns in the use of language, imagery, and rhetorical devices.

Consider the context : Consider the context in which the essay was written, such as the author's background, the time period, and any societal or cultural factors that may have influenced their perspective.

Evaluate the evidence: Evaluate the evidence presented in the essay and consider whether it is sufficient to support the author's argument. Look for any biases or assumptions that may be present in the evidence.

Consider alternative viewpoints: Consider alternative viewpoints and arguments that may challenge the author's perspective. This can help you to engage critically with the text and develop a more well-rounded understanding of the topic.

types of analysis in essays

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types of analysis in essays

How To Write an Analytical Essay

types of analysis in essays

If you enjoy exploring topics deeply and thinking creatively, analytical essays could be perfect for you. They involve thorough analysis and clever writing techniques to gain fresh perspectives and deepen your understanding of the subject. In this article, our expert research paper writer will explain what an analytical essay is, how to structure it effectively and provide practical examples. This guide covers all the essentials for your writing success!

What Is an Analytical Essay

An analytical essay involves analyzing something, such as a book, movie, or idea. It relies on evidence from the text to logically support arguments, avoiding emotional appeals or personal stories. Unlike persuasive essays, which argue for a specific viewpoint, a good analytical essay explores all aspects of the topic, considering different perspectives, dissecting arguments, and evaluating evidence carefully. Ultimately, you'll need to present your own stance based on your analysis, synthesize findings, and decide whether you agree with the conclusions or have your own interpretation.

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How to Structure an Analytical Essay

Crafting an excellent paper starts with clear organization and structuring of arguments. An analytical essay structure follows a simple outline: introduction, body, and conclusion.

Introduction: Begin by grabbing the reader's attention and stating the topic clearly. Provide background information, state the purpose of the paper, and hint at the arguments you'll make. The opening sentence should be engaging, such as a surprising fact or a thought-provoking question. Then, present your thesis, summarizing your stance in the essay.

Body Paragraphs: Each paragraph starts with a clear topic sentence guiding the reader and presents evidence supporting the thesis. Focus on one issue per paragraph and briefly restate the main point at the end to transition smoothly to the next one. This ensures clarity and coherence in your argument.

Conclusion: Restate the thesis, summarize key points from the body paragraphs, and offer insights on the significance of the analysis. Provide your thoughts on the topic's importance and how your analysis contributes to it, leaving a lasting impression on the reader.

Meanwhile, you might also be interested in how to write a reflection paper , so check out the article for more information!

How to Write an Analytical Essay in 6 Simple Steps

Once you've got a handle on the structure, you can make writing easier by following some steps. Preparing ahead of time can make the process smoother and improve your essay's flow. Here are some helpful tips from our experts. And if you need it, you can always request our experts to write my essay for me , and we'll handle it promptly.

How to Write an Analytical Essay in 6 Simple Steps

Step 1: Decide on Your Stance

Before diving into writing, it's crucial to establish your stance on the topic. Let's say you're going to write an analytical essay example about the benefits and drawbacks of remote work. Before you start writing, you need to decide what your opinion or viewpoint is on this topic.

  • Do you think remote work offers flexibility and improved work-life balance for employees?
  • Or maybe you believe it can lead to feelings of isolation and decreased productivity?

Once you've determined your stance on remote work, it's essential to consider the evidence and arguments supporting your position. Are there statistics or studies that back up your viewpoint? For example, if you believe remote work improves productivity, you might cite research showing increased output among remote workers. On the other hand, if you think it leads to isolation, you could reference surveys or testimonials highlighting the challenges of remote collaboration. Your opinion will shape how you write your essay, so take some time to think about what you believe about remote work before you start writing.

Step 2: Write Your Thesis Statement

Once you've figured out what you think about the topic, it's time to write your thesis statement. This statement is like the main idea or argument of your essay.

If you believe that remote work offers significant benefits, your thesis statement might be: 'Remote work presents an opportunity for increased flexibility and work-life balance, benefiting employees and employers alike in today's interconnected world.'

Alternatively, if you believe that remote work has notable drawbacks, your thesis statement might be: 'While remote work offers flexibility, it can also lead to feelings of isolation and challenges in collaboration, necessitating a balanced approach to its implementation.'

Your thesis statement guides the rest of your analytical essay, so make sure it clearly expresses your viewpoint on the benefits and drawbacks of remote work.

Step 3: Write Topic Sentences

After you have your thesis statement about the benefits and drawbacks of remote work, you need to come up with topic sentences for each paragraph while writing an analytical essay. These sentences introduce the main point of each paragraph and help to structure your essay.

Let's say your first paragraph is about the benefits of remote work. Your topic sentence might be: 'Remote work offers employees increased flexibility and autonomy, enabling them to better manage their work-life balance.'

For the next paragraph discussing the drawbacks of remote work, your topic sentence could be: 'However, remote work can also lead to feelings of isolation and difficulties in communication and collaboration with colleagues.'

And for the paragraph about potential solutions to the challenges of remote work, your topic sentence might be: 'To mitigate the drawbacks of remote work, companies can implement strategies such as regular check-ins, virtual team-building activities, and flexible work arrangements.'

Each topic sentence should relate back to your thesis statement about the benefits and drawbacks of remote work and provide a clear focus for the paragraph that follows.

Step 4: Create an Outline

Now that you have your thesis statement and topic sentences, it's time to create an analytical essay outline to ensure your essay flows logically. Here's an outline prepared by our analytical essay writer based on the example of discussing the benefits and drawbacks of remote work:

Step 5: Write Your First Draft

Now that you have your outline, it's time to start writing your first draft. Begin by expanding upon each point in your outline, making sure to connect your ideas smoothly and logically. Don't worry too much about perfection at this stage; the goal is to get your ideas down on paper. You can always revise and polish your draft later.

As you write, keep referring back to your thesis statement to ensure that your arguments align with your main argument. Additionally, make sure each paragraph flows naturally into the next, maintaining coherence throughout your essay.

Once you've completed your first draft, take a break and then come back to review and revise it. Look for areas where you can strengthen your arguments, clarify your points, and improve the overall structure and flow of your essay.

Remember, writing is a process, and it's okay to go through multiple drafts before you're satisfied with the final result. Take your time and be patient with yourself as you work towards creating a well-crafted essay on the benefits and drawbacks of remote work.

Step 6: Revise and Proofread

Once you've completed your first draft, it's essential to revise and proofread your essay to ensure clarity, coherence, and correctness. Here's how to approach this step:

  • Check if your ideas make sense and if they support your main point.
  • Make sure your writing style stays the same and your format follows the rules.
  • Double-check your facts and make sure you've covered everything important.
  • Cut out any extra words and make your sentences clear and short.
  • Look for mistakes in spelling and grammar.
  • Ask someone to read your essay and give you feedback.

What is the Purpose of an Analytical Essay?

Analytical essays aim to analyze texts or topics, presenting a clear argument. They deepen understanding by evaluating evidence and uncovering underlying meanings. These essays promote critical thinking, challenging readers to consider different viewpoints.

They're also great for improving critical thinking skills. By breaking down complex ideas and presenting them clearly, they encourage readers to think for themselves and reach their own conclusions.

This type of essay also adds to academic discussions by offering fresh insights. By analyzing existing research and literature, they bring new perspectives or shine a light on overlooked parts of a topic. This keeps academic conversations lively and encourages more exploration in the field.

Analytical Essay Examples

Check out our essay samples to see theory in action. Crafted by our dissertation services , they show how analytical thinking applies to real situations, helping you understand concepts better.

With our tips on how to write an analytical essay, you're ready to boost your writing skills and craft essays that captivate your audience. With practice, you'll become a pro at analytical writing, ready to tackle any topic with confidence. And, if you need help to buy essay online , just drop us a line saying ' do my homework for me ' and we'll jump right in!

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Daniel Parker

is a seasoned educational writer focusing on scholarship guidance, research papers, and various forms of academic essays including reflective and narrative essays. His expertise also extends to detailed case studies. A scholar with a background in English Literature and Education, Daniel’s work on EssayPro blog aims to support students in achieving academic excellence and securing scholarships. His hobbies include reading classic literature and participating in academic forums.

types of analysis in essays

is an expert in nursing and healthcare, with a strong background in history, law, and literature. Holding advanced degrees in nursing and public health, his analytical approach and comprehensive knowledge help students navigate complex topics. On EssayPro blog, Adam provides insightful articles on everything from historical analysis to the intricacies of healthcare policies. In his downtime, he enjoys historical documentaries and volunteering at local clinics.

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Do you need to write an analytical essay for school? What sets this kind of essay apart from other types, and what must you include when you write your own analytical essay? In this guide, we break down the process of writing an analytical essay by explaining the key factors your essay needs to have, providing you with an outline to help you structure your essay, and analyzing a complete analytical essay example so you can see what a finished essay looks like.

What Is an Analytical Essay?

Before you begin writing an analytical essay, you must know what this type of essay is and what it includes. Analytical essays analyze something, often (but not always) a piece of writing or a film.

An analytical essay is more than just a synopsis of the issue though; in this type of essay you need to go beyond surface-level analysis and look at what the key arguments/points of this issue are and why. If you’re writing an analytical essay about a piece of writing, you’ll look into how the text was written and why the author chose to write it that way. Instead of summarizing, an analytical essay typically takes a narrower focus and looks at areas such as major themes in the work, how the author constructed and supported their argument, how the essay used literary devices to enhance its messages, etc.

While you certainly want people to agree with what you’ve written, unlike with persuasive and argumentative essays, your main purpose when writing an analytical essay isn’t to try to convert readers to your side of the issue. Therefore, you won’t be using strong persuasive language like you would in those essay types. Rather, your goal is to have enough analysis and examples that the strength of your argument is clear to readers.

Besides typical essay components like an introduction and conclusion, a good analytical essay will include:

  • A thesis that states your main argument
  • Analysis that relates back to your thesis and supports it
  • Examples to support your analysis and allow a more in-depth look at the issue

In the rest of this article, we’ll explain how to include each of these in your analytical essay.

How to Structure Your Analytical Essay

Analytical essays are structured similarly to many other essays you’ve written, with an introduction (including a thesis), several body paragraphs, and a conclusion. Below is an outline you can follow when structuring your essay, and in the next section we go into more detail on how to write an analytical essay.

Introduction

Your introduction will begin with some sort of attention-grabbing sentence to get your audience interested, then you’ll give a few sentences setting up the topic so that readers have some context, and you’ll end with your thesis statement. Your introduction will include:

  • Brief background information explaining the issue/text
  • Your thesis

Body Paragraphs

Your analytical essay will typically have three or four body paragraphs, each covering a different point of analysis. Begin each body paragraph with a sentence that sets up the main point you’ll be discussing. Then you’ll give some analysis on that point, backing it up with evidence to support your claim. Continue analyzing and giving evidence for your analysis until you’re out of strong points for the topic. At the end of each body paragraph, you may choose to have a transition sentence that sets up what the next paragraph will be about, but this isn’t required. Body paragraphs will include:

  • Introductory sentence explaining what you’ll cover in the paragraph (sort of like a mini-thesis)
  • Analysis point
  • Evidence (either passages from the text or data/facts) that supports the analysis
  • (Repeat analysis and evidence until you run out of examples)

You won’t be making any new points in your conclusion; at this point you’re just reiterating key points you’ve already made and wrapping things up. Begin by rephrasing your thesis and summarizing the main points you made in the essay. Someone who reads just your conclusion should be able to come away with a basic idea of what your essay was about and how it was structured. After this, you may choose to make some final concluding thoughts, potentially by connecting your essay topic to larger issues to show why it’s important. A conclusion will include:

  • Paraphrase of thesis
  • Summary of key points of analysis
  • Final concluding thought(s)

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5 Steps for Writing an Analytical Essay

Follow these five tips to break down writing an analytical essay into manageable steps. By the end, you’ll have a fully-crafted analytical essay with both in-depth analysis and enough evidence to support your argument. All of these steps use the completed analytical essay in the next section as an example.

#1: Pick a Topic

You may have already had a topic assigned to you, and if that’s the case, you can skip this step. However, if you haven’t, or if the topic you’ve been assigned is broad enough that you still need to narrow it down, then you’ll need to decide on a topic for yourself. Choosing the right topic can mean the difference between an analytical essay that’s easy to research (and gets you a good grade) and one that takes hours just to find a few decent points to analyze

Before you decide on an analytical essay topic, do a bit of research to make sure you have enough examples to support your analysis. If you choose a topic that’s too narrow, you’ll struggle to find enough to write about.

For example, say your teacher assigns you to write an analytical essay about the theme in John Steinbeck’s The Grapes of Wrath of exposing injustices against migrants. For it to be an analytical essay, you can’t just recount the injustices characters in the book faced; that’s only a summary and doesn’t include analysis. You need to choose a topic that allows you to analyze the theme. One of the best ways to explore a theme is to analyze how the author made his/her argument. One example here is that Steinbeck used literary devices in the intercalary chapters (short chapters that didn’t relate to the plot or contain the main characters of the book) to show what life was like for migrants as a whole during the Dust Bowl.

You could write about how Steinbeck used literary devices throughout the whole book, but, in the essay below, I chose to just focus on the intercalary chapters since they gave me enough examples. Having a narrower focus will nearly always result in a tighter and more convincing essay (and can make compiling examples less overwhelming).

#2: Write a Thesis Statement

Your thesis statement is the most important sentence of your essay; a reader should be able to read just your thesis and understand what the entire essay is about and what you’ll be analyzing. When you begin writing, remember that each sentence in your analytical essay should relate back to your thesis

In the analytical essay example below, the thesis is the final sentence of the first paragraph (the traditional spot for it). The thesis is: “In The Grapes of Wrath’s intercalary chapters, John Steinbeck employs a variety of literary devices and stylistic choices to better expose the injustices committed against migrants in the 1930s.” So what will this essay analyze? How Steinbeck used literary devices in the intercalary chapters to show how rough migrants could have it. Crystal clear.

#3: Do Research to Find Your Main Points

This is where you determine the bulk of your analysis--the information that makes your essay an analytical essay. My preferred method is to list every idea that I can think of, then research each of those and use the three or four strongest ones for your essay. Weaker points may be those that don’t relate back to the thesis, that you don’t have much analysis to discuss, or that you can’t find good examples for. A good rule of thumb is to have one body paragraph per main point

This essay has four main points, each of which analyzes a different literary device Steinbeck uses to better illustrate how difficult life was for migrants during the Dust Bowl. The four literary devices and their impact on the book are:

  • Lack of individual names in intercalary chapters to illustrate the scope of the problem
  • Parallels to the Bible to induce sympathy for the migrants
  • Non-showy, often grammatically-incorrect language so the migrants are more realistic and relatable to readers
  • Nature-related metaphors to affect the mood of the writing and reflect the plight of the migrants

#4: Find Excerpts or Evidence to Support Your Analysis

Now that you have your main points, you need to back them up. If you’re writing a paper about a text or film, use passages/clips from it as your main source of evidence. If you’re writing about something else, your evidence can come from a variety of sources, such as surveys, experiments, quotes from knowledgeable sources etc. Any evidence that would work for a regular research paper works here.

In this example, I quoted multiple passages from The Grapes of Wrath  in each paragraph to support my argument. You should be able to back up every claim you make with evidence in order to have a strong essay.

#5: Put It All Together

Now it's time to begin writing your essay, if you haven’t already. Create an introductory paragraph that ends with the thesis, make a body paragraph for each of your main points, including both analysis and evidence to back up your claims, and wrap it all up with a conclusion that recaps your thesis and main points and potentially explains the big picture importance of the topic.

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Analytical Essay Example + Analysis

So that you can see for yourself what a completed analytical essay looks like, here’s an essay I wrote back in my high school days. It’s followed by analysis of how I structured my essay, what its strengths are, and how it could be improved.

One way Steinbeck illustrates the connections all migrant people possessed and the struggles they faced is by refraining from using specific titles and names in his intercalary chapters. While The Grapes of Wrath focuses on the Joad family, the intercalary chapters show that all migrants share the same struggles and triumphs as the Joads. No individual names are used in these chapters; instead the people are referred to as part of a group. Steinbeck writes, “Frantic men pounded on the doors of the doctors; and the doctors were busy.  And sad men left word at country stores for the coroner to send a car,” (555). By using generic terms, Steinbeck shows how the migrants are all linked because they have gone through the same experiences. The grievances committed against one family were committed against thousands of other families; the abuse extends far beyond what the Joads experienced. The Grapes of Wrath frequently refers to the importance of coming together; how, when people connect with others their power and influence multiplies immensely. Throughout the novel, the goal of the migrants, the key to their triumph, has been to unite. While their plans are repeatedly frustrated by the government and police, Steinbeck’s intercalary chapters provide a way for the migrants to relate to one another because they have encountered the same experiences. Hundreds of thousands of migrants fled to the promised land of California, but Steinbeck was aware that numbers alone were impersonal and lacked the passion he desired to spread. Steinbeck created the intercalary chapters to show the massive numbers of people suffering, and he created the Joad family to evoke compassion from readers.  Because readers come to sympathize with the Joads, they become more sensitive to the struggles of migrants in general. However, John Steinbeck frequently made clear that the Joads were not an isolated incident; they were not unique. Their struggles and triumphs were part of something greater. Refraining from specific names in his intercalary chapters allows Steinbeck to show the vastness of the atrocities committed against migrants.

Steinbeck also creates significant parallels to the Bible in his intercalary chapters in order to enhance his writing and characters. By using simple sentences and stylized writing, Steinbeck evokes Biblical passages. The migrants despair, “No work till spring. No work,” (556).  Short, direct sentences help to better convey the desperateness of the migrants’ situation. Throughout his novel, John Steinbeck makes connections to the Bible through his characters and storyline. Jim Casy’s allusions to Christ and the cycle of drought and flooding are clear biblical references.  By choosing to relate The Grapes of Wrath to the Bible, Steinbeck’s characters become greater than themselves. Starving migrants become more than destitute vagrants; they are now the chosen people escaping to the promised land. When a forgotten man dies alone and unnoticed, it becomes a tragedy. Steinbeck writes, “If [the migrants] were shot at, they did not run, but splashed sullenly away; and if they were hit, they sank tiredly in the mud,” (556). Injustices committed against the migrants become greater because they are seen as children of God through Steinbeck’s choice of language. Referencing the Bible strengthens Steinbeck’s novel and purpose: to create understanding for the dispossessed.  It is easy for people to feel disdain for shabby vagabonds, but connecting them to such a fundamental aspect of Christianity induces sympathy from readers who might have otherwise disregarded the migrants as so many other people did.

The simple, uneducated dialogue Steinbeck employs also helps to create a more honest and meaningful representation of the migrants, and it makes the migrants more relatable to readers. Steinbeck chooses to accurately represent the language of the migrants in order to more clearly illustrate their lives and make them seem more like real paper than just characters in a book. The migrants lament, “They ain’t gonna be no kinda work for three months,” (555). There are multiple grammatical errors in that single sentence, but it vividly conveys the despair the migrants felt better than a technically perfect sentence would. The Grapes of Wrath is intended to show the severe difficulties facing the migrants so Steinbeck employs a clear, pragmatic style of writing.  Steinbeck shows the harsh, truthful realities of the migrants’ lives and he would be hypocritical if he chose to give the migrants a more refined voice and not portray them with all their shortcomings. The depiction of the migrants as imperfect through their language also makes them easier to relate to. Steinbeck’s primary audience was the middle class, the less affluent of society. Repeatedly in The Grapes of Wrath , the wealthy make it obvious that they scorn the plight of the migrants. The wealthy, not bad luck or natural disasters, were the prominent cause of the suffering of migrant families such as the Joads. Thus, Steinbeck turns to the less prosperous for support in his novel. When referring to the superior living conditions barnyard animals have, the migrants remark, “Them’s horses-we’re men,” (556).  The perfect simplicity of this quote expresses the absurdness of the migrants’ situation better than any flowery expression could.

In The Grapes of Wrath , John Steinbeck uses metaphors, particularly about nature, in order to illustrate the mood and the overall plight of migrants. Throughout most of the book, the land is described as dusty, barren, and dead. Towards the end, however; floods come and the landscape begins to change. At the end of chapter twenty-nine, Steinbeck describes a hill after the floods saying, “Tiny points of grass came through the earth, and in a few days the hills were pale green with the beginning year,” (556). This description offers a stark contrast from the earlier passages which were filled with despair and destruction. Steinbeck’s tone from the beginning of the chapter changes drastically. Early in the chapter, Steinbeck had used heavy imagery in order to convey the destruction caused by the rain, “The streams and the little rivers edged up to the bank sides and worked at willows and tree roots, bent the willows deep in the current, cut out the roots of cottonwoods and brought down the trees,” (553). However, at the end of the chapter the rain has caused new life to grow in California. The new grass becomes a metaphor representing hope. When the migrants are at a loss over how they will survive the winter, the grass offers reassurance. The story of the migrants in the intercalary chapters parallels that of the Joads. At the end of the novel, the family is breaking apart and has been forced to flee their home. However, both the book and final intercalary chapter end on a hopeful note after so much suffering has occurred. The grass metaphor strengthens Steinbeck’s message because it offers a tangible example of hope. Through his language Steinbeck’s themes become apparent at the end of the novel. Steinbeck affirms that persistence, even when problems appear insurmountable, leads to success. These metaphors help to strengthen Steinbeck’s themes in The Grapes of Wrath because they provide a more memorable way to recall important messages.

John Steinbeck’s language choices help to intensify his writing in his intercalary chapters and allow him to more clearly show how difficult life for migrants could be. Refraining from using specific names and terms allows Steinbeck to show that many thousands of migrants suffered through the same wrongs. Imitating the style of the Bible strengthens Steinbeck’s characters and connects them to the Bible, perhaps the most famous book in history. When Steinbeck writes in the imperfect dialogue of the migrants, he creates a more accurate portrayal and makes the migrants easier to relate to for a less affluent audience. Metaphors, particularly relating to nature, strengthen the themes in The Grapes of Wrath by enhancing the mood Steinbeck wants readers to feel at different points in the book. Overall, the intercalary chapters that Steinbeck includes improve his novel by making it more memorable and reinforcing the themes Steinbeck embraces throughout the novel. Exemplary stylistic devices further persuade readers of John Steinbeck’s personal beliefs. Steinbeck wrote The Grapes of Wrath to bring to light cruelties against migrants, and by using literary devices effectively, he continuously reminds readers of his purpose. Steinbeck’s impressive language choices in his intercalary chapters advance the entire novel and help to create a classic work of literature that people still are able to relate to today. 

This essay sticks pretty closely to the standard analytical essay outline. It starts with an introduction, where I chose to use a quote to start off the essay. (This became my favorite way to start essays in high school because, if I wasn’t sure what to say, I could outsource the work and find a quote that related to what I’d be writing about.) The quote in this essay doesn’t relate to the themes I’m discussing quite as much as it could, but it’s still a slightly different way to start an essay and can intrigue readers. I then give a bit of background on The Grapes of Wrath and its themes before ending the intro paragraph with my thesis: that Steinbeck used literary devices in intercalary chapters to show how rough migrants had it.

Each of my four body paragraphs is formatted in roughly the same way: an intro sentence that explains what I’ll be discussing, analysis of that main point, and at least two quotes from the book as evidence.

My conclusion restates my thesis, summarizes each of four points I discussed in my body paragraphs, and ends the essay by briefly discussing how Steinbeck’s writing helped introduce a world of readers to the injustices migrants experienced during the dust bowl.

What does this analytical essay example do well? For starters, it contains everything that a strong analytical essay should, and it makes that easy to find. The thesis clearly lays out what the essay will be about, the first sentence of each of the body paragraph introduces the topic it’ll cover, and the conclusion neatly recaps all the main points. Within each of the body paragraphs, there’s analysis along with multiple excerpts from the book in order to add legitimacy to my points.

Additionally, the essay does a good job of taking an in-depth look at the issue introduced in the thesis. Four ways Steinbeck used literary devices are discussed, and for each of the examples are given and analysis is provided so readers can understand why Steinbeck included those devices and how they helped shaped how readers viewed migrants and their plight.

Where could this essay be improved? I believe the weakest body paragraph is the third one, the one that discusses how Steinbeck used plain, grammatically incorrect language to both accurately depict the migrants and make them more relatable to readers. The paragraph tries to touch on both of those reasons and ends up being somewhat unfocused as a result. It would have been better for it to focus on just one of those reasons (likely how it made the migrants more relatable) in order to be clearer and more effective. It’s a good example of how adding more ideas to an essay often doesn’t make it better if they don’t work with the rest of what you’re writing. This essay also could explain the excerpts that are included more and how they relate to the points being made. Sometimes they’re just dropped in the essay with the expectation that the readers will make the connection between the example and the analysis. This is perhaps especially true in the second body paragraph, the one that discusses similarities to Biblical passages. Additional analysis of the quotes would have strengthened it.

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Summary: How to Write an Analytical Essay

What is an analytical essay? A critical analytical essay analyzes a topic, often a text or film. The analysis paper uses evidence to support the argument, such as excerpts from the piece of writing. All analytical papers include a thesis, analysis of the topic, and evidence to support that analysis.

When developing an analytical essay outline and writing your essay, follow these five steps:

Reading analytical essay examples can also give you a better sense of how to structure your essay and what to include in it.

What's Next?

Learning about different writing styles in school? There are four main writing styles, and it's important to understand each of them. Learn about them in our guide to writing styles , complete with examples.

Writing a research paper for school but not sure what to write about? Our guide to research paper topics has over 100 topics in ten categories so you can be sure to find the perfect topic for you.

Literary devices can both be used to enhance your writing and communication. Check out this list of 31 literary devices to learn more !

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Christine graduated from Michigan State University with degrees in Environmental Biology and Geography and received her Master's from Duke University. In high school she scored in the 99th percentile on the SAT and was named a National Merit Finalist. She has taught English and biology in several countries.

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The Ultimate Guide to Analytical Essay Writing: How to Craft an A-Grade Paper?

25 January, 2021

17 minutes read

Author:  Kate Smith

An analytical essay is often considered the most challenging piece of writing. However, those who have dealt with it at least once are a step closer to calling themselves masters of essay writing. This type of paper requires plenty of analytical skills to carry out an in-depth analysis of the assigned topic. Yet, the main goal of an analytical essay is not only to demonstrate your ability to learn the basics of the theme.

Analytical Essay

You also need to think critically, analyze facts, express your standpoint, and clearly show a deep understanding of key concepts. In short, your main task as an author is to prove the validity of your views by coming up with strong arguments that do not beg any questions.

how to write an analytical essay

The given guide provides a full analytical essay definition, as well as specifies its features and structural aspects. The following information will help you properly start your paper, choose a relevant topic, and come up with compelling conclusions. 

What is an Analytical Essay?

An analytical essay is a piece of writing aimed to provide a thorough analysis of a definite phenomenon using persuasive arguments and supporting assertions. Analysis in the analytical essay writing process stands for a method of research that allows one to study specific features of an object. Analytical papers also have to do with analysis of a specific problem; that is consideration of the problem itself and identification of its key patterns. The subject matter of analysis can be a well-known or little-studied scientific phenomenon, artistic work, historical event, social problem, etc.

The content of an analytical essay will totally depend on the object that has been chosen for analysis. Thus, when shedding light on any kind of scientific work, an analytical essay can be devoted to the analysis of research credibility, its relevance, or the adequacy of conclusions. When considering a work of art, an essay writer can focus on the analysis of the author’s artistic techniques or issues raised in the book. For this reason, it is essential to accurately determine the topic and subject matter of your future analytical essay.

Steps to Take Before Writing

The preparational stage of analytical essay writing cannot be omitted. It lays the basis for the A-grade paper and should be carefully completed. If you don’t know how to start an analytical essay, read a few handy tips that will ensure a solid foundation for your paper.  

Define a subject matter

You first need to clearly understand the issue you will base your essay on. Since analytical essays imply an in-depth analysis of a specific problem, you need to define its core. Try to split the analysis into several components and provide arguments taken either from a book, a research, a scientific work, or a movie (depending on the subject matter of your analysis), and support your views comprehensively.

Decide on the content of your analytical essay

If you are a student who was given an analytical essay topic, read the task several times before you are 100% sure that you clearly understand the requirements as to the analytical essay format. In case you were lucky to choose the topic of the analytical paper by yourself, make sure the theme you will be dealing with is familiar or at least seems interesting to you. 

Remember that different subject matters require a different approach to their analysis. If you examine some literature work, you can prove your opinion based on the deeds of a certain or several characters. But if you have been assigned the task to elaborate on some historic events, analyze their main causes, driving forces that have affected their course, and their global consequences.  

Take care of the proper start

Don’t forget to start your analytical essay with a thesis statement. It is a sentence or a couple of sentences that aim to summarize the key statements of your paper. A thesis statement should provide readers with a preliminary idea of what your essay is all about.  

Find extra reasoning

Make sure your thesis is supported by compelling arguments. To find enough evidence, you should carry out a thorough analysis of the assigned topic. List the crucial points of your research and ponder over the ways they can be used to prove your final opinion. 

Elaborate the outline

A sound outline elaborated at the preparation stage will help you ensure a proper analytical essay structure and make the overall writing process easier. As a rule, an analytical essay consists of an introduction, three body paragraphs, and a conclusion. Your outline plan should include the key arguments you want to discuss in each paragraph. 

Analytical Essay Thesis

A thesis statement represents the central idea of your paper and must serve as strong proof of your standpoint. While elaborating your thesis statement, it is crucial to include it at the end of the first paragraph and thus set a direction for the overall paper. 

Analytical Essay Outline

An outline is not a required element of analytical essays writing and should not be included in the text, but it can greatly facilitate the whole process of paper writing.

The analytical essay structure looks as follows:

Introduction

In the introduction of an analytical essay, you will need to identify your paper’s subject matter. Mention the purpose of your work and specify its scope of research. Don’t forget to include a thesis to let readers know what your work is about.

Body Section

As has already been mentioned, the body section covers three or more main paragraphs, each being supported with arguments and details. Besides, you need to provide a small conclusion to each statement to make your essay sound professional and persuasive. 

At this stage, you need to summarize the points elucidated in your paper and make sure there is a smooth and logical transition from the body section to the concluding part of the text. If you don’t know how to conclude an analytical essay, try to restate the thesis statement without copying it word for word.  

Analytical Essay Examples

Writing an analytical essay may seem to be a thorny way. If you are still not sure how to properly craft one, try to find some examples that will help you go in the right direction. Below, there are some great examples of analytical essays. Take a look at their structure and try to write something similar based on your views and ideas:

https://drive.google.com/file/d/1JeR4i4RIZIj448W3KVFyHP-eS3QPN7gW/view

https://stlcc.edu/docs/student-support/academic-support/college-writing-center/rhetorical-analysis-sample-essay.pdf

https://www.germanna.eduhttp://handmadewriting.com/wp-content/uploads/tutoring/handouts/Literary-Analysis-Sample-Paper.pdf

30 Analytical Essay Topics

If you were allowed to choose the theme for your paper by yourself, check on the following analytical essay topics. Each of them can bring you the highest score:

General topics

  • The influence of social networks on the life of teens
  • Are salaries of football players too high?
  • Wearing uniforms in schools should be banned
  • A person in society: the problems of loneliness and privacy
  • Sociology of corporate relationships
  • Does the observation of space need more investments?
  • Should the voting age in the UK be decreased?
  • Reasons why capital punishment should be brought back in the UK
  • A world with no rules: a new human era or a road to the global collapse?
  • Life without technologies: will modern people survive?
  • Should scientists test drugs on animals to fight cancer?
  • The problem of keeping the balance between career and family life
  • The importance of listening to your body 
  • Problems caused by the lack of communication
  • Food addiction and the problems it causes
  • Problems of vaccination in the XXI century
  • Does evil really rule the world?
  • How does body size affect life quality?
  • Pros and cons of video games 
  • The role of a family model in the life and career of a person

Analytical Essay Topics on Literature

  • “Robinson Crusoe”: fantasy vs reality
  • Observation of the artistic uniqueness in the comedy by W. Shakespeare “A Midsummer Night’s Dream” 
  • Observe the social problems in the novel by John Steinbeck “The Grapes of Wrath”
  • Convulsions and death of the “little man” in the networks of impersonal, alienated forces in the novel “The Metamorphosis”
  • Observation of the problems of a man on a plagued land in the novel “The Plague”
  • Revolt of the protagonist in the novel by J. Salinger “The Catcher in the Rye”
  • Observation of friendship and love in the fate of humanity in the XX century
  • The triumph of immorality in the novel by F. Sagan “Hello Sadness”
  • Observation of the personality of an American student in the novel by J. Salinger “The Catcher in the Rye”
  • Eternal tragedies of humanity in the tragedy by W. Shakespeare “The Tragedy of Hamlet, Prince of Denmark”

How to Write a Well-Structured Analytical Essay With a Solid Argument

Writing an analytical essay with a clear structure might be challenging unless you are thoroughly prepared. We decided to help you out and create a detailed guide listing the main things to consider when creating an analytical essay outline. You need to explain your main idea in a concise way to bring your point across. As analytical writing has high requirements, it pays off to find an analytical essay example and analyze how this text was written. It will allow you to understand the analytical essay format better and learn how to provide substantive analysis on various topics. Read on to learn how to write a top-level analytical paper and submit it on time.

Main Tips for Writing an Analytical Essay

An analytical essay should provide a comprehensive analysis of a chosen topic. What makes an analysis essay different from other assignments is that it includes a personal opinion of an author. This is why analytical writing should be persuasive.

Below, we have rounded up the key tips you need to follow when producing an analytical essay outline and the main body of your text. Read on to learn more about the analytical essay format and create a text that will fully meet the requirements.

Select an Analytical Essay Topic

Before creating an analytical essay outline, make sure to pick a topic that you are interested in. It should be provocative enough to engage your readers. A widely-debated topic will help you write an analytical essay that grabs the attention of a wide audience.

Consider your goals and conduct thorough research to see if you have enough sources to support the main thesis of your analysis essay.

Come Up With a Strong Analytical Thesis Statement

When writing an analytical essay, start by formulating a thesis statement that includes the topic and the main goal of your text. It will help you create an analytical essay outline and show your readers what you will discuss in your analysis essay.

Add it to the last paragraph of your analytical essay introduction. Due to this, your analytical essay outline will look better structured. Look at any analytical essay example to see how you can introduce your subject. In most cases, one sentence will suffice to state your analysis essay’s goal. However, a complex analytical essay outline might require you to use two sentences for a thesis statement.

Write an Analytical Essay Body with a Clear Structure

Your analytical essay outline should include 3-4 paragraphs. However, a literary analysis essay usually consists of 5 paragraphs. When it comes to analytical writing, it is important to cover a different point in each section of the main body of an analysis paper.

After writing an analytical essay, check whether each paragraph contains an introduction and the main point. Besides, it should contain evidence. An expertly written analytical essay outline will help you reach out to your target audience more effectively.

Conduct Research Before Writing an Analytical Essay Outline

While this step is preparatory, it is a must for those who want to write a well-grounded analytical paper.

  • First, select the best ideas for your essay
  • Then, emphasize the problems with works written by other researchers
  • Finally, write your analytical essay outline to demonstrate what approach you want to take

Examine the context and find examples to illustrate the scope of the issue. You may draw parallels to emphasize your point and make your topic more relatable.

Analyze the Implications of the Evidence

After listing your pieces of evidence and demonstrating how it is related to your thesis, show why it is important. You need to explore it deeply and use it to support your argument. It will make your analytical essay outline well-grounded facts.

Write an Analytical Essay Conclusion

Whether you write a literary analysis essay or other types of assignments, there is no need to add any new data at the end of your analysis paper. Instead, summarize the arguments you mentioned in your analytical essay outline. The conclusion of your analysis essay should be short and clear. Here, you need to demonstrate that you have achieved your goals.

Analytical Essay Writing Tips

If you want to get the highest grade for your analytical essay, you need to know a little bit more than just the basics of paper writing. Read these handy tips to write a perfect essay you will be proud of:

  • Double-check your paper for spelling and grammar mistakes. In case your essay contains too many errors, neither an in-depth analysis nor the elaborate writing style will make it look any better. Situations when essays of great value in terms of research and a message they convey are poorly assessed because of the abundance of mistakes are not rare. Make sure you have enough time to proofread your paper before submission. Also, you may consider asking somebody to take a fresh look at your essay and check it for you.
  • Reading your analytical essay out loud helps you discover all types of errors or weak phrases. This method might seem a bit uncomfortable, but it has proved to be very effective for many students. Note that silent reading of your paper isn’t even half as helpful as reading it aloud. 
  • Another great idea to check on the rhythm and flow of your paper is to ask someone to read it for you. While listening to the text, you could perceive it from another perspective and discover even more inconsistencies and mistakes.  
  • Double-check the facts you use in your analytical essay. The names of people, books, research, publications, as well as dates of historical events are too important to be misspelled. Things like these show your professionalism and the way you treat your readers.

Write an Analytical Essay with HandmadeWriting

Writing an analytical essay requires time, strong writing skills, great attention to detail, and a huge interest in the assigned topic. However, life can be unpredictable sometimes, and students might find themselves at risk of failing their creative assignments. Stress, family issues, poor health, and even unwillingness to work on a certain topic may become significant obstacles on their way to the A-grade work.

If you have similar problems, there is no need to compromise your reputation and grades. You can always refer to HandmadeWriting professionals who are ready to help you with a paper of any type and complexity. They will understand your individual style and totally devote themselv

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Module: Analysis

Introduction to types of analysis, what you’ll learn to do: identify and apply different types of analytic processes.

You will face many analytical writing tasks during your time at university, regardless of your major or field. As you learned in the last section, analysis is a function of mature critical thinking. In fact, analysis is a component of almost all academic and professional writing tasks. You will encounter various synonyms for analysis in assignment descriptions including interpretation, inquiry, evaluation. All of these terms denote the same skill: “to unravel or investigate.” In this section, we will “unravel” several common analytical writing assignments. This section will teach you how to apply context-appropriate analytic processes to tasks as a writer.

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How to Write an Analytical Essay

Last Updated: February 2, 2024 Fact Checked

This article was co-authored by Megan Morgan, PhD . Megan Morgan is a Graduate Program Academic Advisor in the School of Public & International Affairs at the University of Georgia. She earned her PhD in English from the University of Georgia in 2015. There are 9 references cited in this article, which can be found at the bottom of the page. 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 3,988,799 times.

Writing an analytical essay can seem daunting, especially if you've never done it before. Don't worry! Take a deep breath, buy yourself a caffeinated beverage, and follow these steps to create a well-crafted analytical essay.

Prewriting for Your Essay

Step 1 Understand the objective of an analytical essay.

  • For example, "Stanley Kubrick's The Shining uses a repeating motif of Native American culture and art to comment on America's history of colonizing Native Americans' lands" is an analytical thesis. It is analyzing a particular text and setting forth an argument about it in the form of a thesis statement.

Step 2 Decide what to write about.

  • If you're writing an analytical essay about a work of fiction, you could focus your argument on what motivates a specific character or group of characters. Or, you could argue why a certain line or paragraph is central to the work as a whole. For example: Explore the concept of vengeance in the epic poem Beowulf .
  • If you're writing about a historical event, try focusing on the forces that contributed to what happened.
  • If you're writing about scientific research or findings, follow the scientific method to analyze your results.

Step 3 Brainstorm.

  • Look for repeated imagery, metaphors, phrases, or ideas. Things that repeat are often important. See if you can decipher why these things are so crucial. Do they repeat in the same way each time, or differently?
  • How does the text work? If you're writing a rhetorical analysis, for example, you might analyze how the author uses logical appeals to support her argument and decide whether you think the argument is effective. If you're analyzing a creative work, consider things like imagery, visuals in a film, etc. If you're analyzing research, you may want to consider the methods and results and analyze whether the experiment is a good design.
  • A mind map can be helpful to some people. Start with your central topic, and arrange smaller ideas around it in bubbles. Connect the bubbles to identify patterns and how things are related.
  • Good brainstorming can be all over the place. In fact, that can be a good way to start off! Don't discount any ideas just yet. Write down any element or fact that you think of as you examine your topic.

Step 4 Come up with...

  • This is an analytical thesis because it examines a text and makes a particular claim.
  • The claim is "arguable," meaning it's not a statement of pure fact that nobody could contest. An analytical essay takes a side and makes an argument.
  • Make sure your thesis is narrow enough to fit the scope of your assignment. "Revenge in Beowulf could be a PhD dissertation, it's so broad. It's probably much too big for a student essay. However, arguing that one character's revenge is more honorable than another's is manageable within a shorter student essay. [3] X Research source
  • Unless instructed to write one, avoid the "three-prong" thesis that presents three points to be discussed later. These thesis statements usually limit your analysis too much and give your argument a formulaic feel. It's okay to state generally what your argument will be.

Step 5 Find supporting evidence.

  • Example of supporting evidence : To support a claim that the dragon’s vengeance was more righteous than Grendel's mother's, look at the passages in the poem that discuss the events leading up to each monster’s attack, the attacks themselves, as well as the reactions to those attacks. Don't: ignore or twist evidence to fit your thesis. Do: adjust your thesis to a more nuanced position as you learn more about the topic.

Step 6 Make an ...

  • If you're not quite sure how all your evidence fits together, don't worry! Making an outline can help you figure out how your argument should progress.
  • You can also make a more informal outline that groups your ideas together in large groups. From there, you can decide what to talk about where.
  • Your essay will be as long as it needs to be to adequately discuss your topic. A common mistake students make is to choose a large topic and then allow only 3 body paragraphs to discuss it. This makes essays feel shallow or rushed. Don't be afraid to spend enough time discussing each detail!

Writing Your Essay

Step 1 Write your ...

  • Example introduction : Revenge was a legally recognized right in ancient Anglo-Saxon culture. The many revenges in the epic poem Beowulf show that retribution was an essential part of the Anglo-Saxon age. However, not all revenges are created alike. The poet's portrayal of these revenges suggests that the dragon was more honorable in his act of revenge than Grendel's mother.
  • This introduction gives your readers information they should know to understand your argument, and then presents an argument about the complexity of a general topic (revenge) in the poem. This type of argument can be interesting because it suggests that the reader needs to think about the text very carefully and not take it at face value. Don't: include filler and fluff sentences beginning with "In modern society" or "Throughout time." Do: briefly mention the title, author, and publication date of the text you're analyzing.

Step 2 Write your body paragraphs.

  • Example topic sentence : The key to differentiating between the two attacks is the notion of excessive retribution.
  • Example analysis : Grendel's mother does not simply want vengeance, as per the Medieval concept of ‘an eye for an eye.’ Instead, she wants to take a life for a life while also throwing Hrothgar’s kingdom into chaos.
  • Example evidence : Instead of simply killing Aeschere, and thus enacting just revenge, she “quickly [snatches] up” that nobleman and, with him “tight in her clutches,” she leaves for the fen (1294). She does this to lure Beowulf away from Heorot so she can kill him as well.
  • The formula "CEE" may help you remember: Claim-Evidence-Explanation. Whenever you present a claim, make sure you present evidence to support that claim and explain how the evidence relates to your claim.

Step 3 Know when to quote or paraphrase.

  • Example of a quote : Instead of simply killing Aeschere, and thus enacting just revenge, she “quickly [snatches] up” that nobleman and, with him “tight in her clutches,” she leaves for the fen (1294).
  • Example of a paraphrased sentence : The female Grendel enters Heorot, snatches up one of the men sleeping inside it, and runs away to the fen (1294).

Step 4 Write your conclusion.

  • Example conclusion : The concept of an ‘eye for an eye’ was very present in the early Medieval world. However, by comparing the attacks of both Grendel's mother and the dragon, the medieval world’s perception of righteous vengeance versus unjust revenge is made clear. While the dragon acts out in the only way he knows how, Grendel's mother attacks with evil intent.
  • Example conclusion with a ‘bigger world connection’: The concept of an ‘eye for an eye’ was very present in the early Medieval world. However, by comparing the attacks of both Grendel's mother and the dragon, the medieval world’s perception of righteous vengeance versus unjust revenge is made clear. While the dragon acts out in the only way he knows how, Grendel's mother attacks with evil intent. As we saw from the study of other characters, these portrayals may tie into an early Medieval perception that women had greater potential for evil.

Finalizing Your Essay

Step 1 Proofread your essay for spelling or grammar mistakes.

  • Make sure to also format your essay correctly. For example, using a 12-pt standard font (like Arial or Times New Roman) and 1" margins is standard.

Step 2 Read your paper out loud.

  • If you are analyzing a film, look up the list of characters online. Check two or three sources to make sure that you have the correct spelling.

Step 4 Read your paper as if you were your teacher.

Analytical Essay Writing Help

types of analysis in essays

Community Q&A

Community Answer

  • Ask yourself "What am I trying to prove?" The answer should be in your thesis. If not, go back and fix it. Thanks Helpful 0 Not Helpful 0
  • If you are writing a formal analysis or critique, then avoid using colloquial writing . Though informal language may bring some color to a paper, you do not want to risk weakening your argument by influencing it with verbal slang. Thanks Helpful 0 Not Helpful 0
  • Avoid being too vague. Vagueness leaves room for misinterpretation and in a coherent, analytical essay, leaving room for misinterpretation decreases the effectiveness of your argument. Thanks Helpful 0 Not Helpful 0

types of analysis in essays

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Write a Language Analysis

  • ↑ https://www.stetson.edu/other/writing-center/media/Handout%20-%20Analytical%20Essay.pdf
  • ↑ https://www.bucks.edu/media/bcccmedialibrary/pdf/HOWTOWRITEALITERARYANALYSISESSAY_10.15.07_001.pdf
  • ↑ http://writing2.richmond.edu/writing/wweb/rsrchppr.html
  • ↑ https://lsa.umich.edu/sweetland/undergraduates/writing-guides/how-can-i-create-stronger-analysis-.html
  • ↑ https://academics.umw.edu/writing-fredericksburg/files/2011/09/Basic-Outlines.pdf
  • ↑ https://lsa.umich.edu/sweetland/undergraduates/writing-guides/how-do-i-write-an-intro--conclusion----body-paragraph.html
  • ↑ https://lsa.umich.edu/sweetland/undergraduates/writing-guides/how-do-i-incorporate-quotes-.html
  • ↑ https://owl.purdue.edu/owl/general_writing/the_writing_process/proofreading/proofreading_suggestions.html
  • ↑ https://academicguides.waldenu.edu/writingcenter/writingprocess/proofreading

About This Article

Megan Morgan, PhD

To write an analytical essay, first write an introduction that gives your reader background information and introduces your thesis. Then, write body paragraphs in support of your thesis that include a topic sentence, an analysis of some part of the text, and evidence from the text that supports your analysis. You can use direct quotes from the text that support your point of view or paraphrase if you’re trying to summarize information. Finally, complete your essay with a conclusion that reiterates your thesis and your primary support for it. To learn from our English reviewer how to come up with your thesis statement and find evidence that supports it, read on! Did this summary help you? Yes No

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Research Method

Home » Critical Analysis – Types, Examples and Writing Guide

Critical Analysis – Types, Examples and Writing Guide

Table of Contents

Critical Analysis

Critical Analysis

Definition:

Critical analysis is a process of examining a piece of work or an idea in a systematic, objective, and analytical way. It involves breaking down complex ideas, concepts, or arguments into smaller, more manageable parts to understand them better.

Types of Critical Analysis

Types of Critical Analysis are as follows:

Literary Analysis

This type of analysis focuses on analyzing and interpreting works of literature , such as novels, poetry, plays, etc. The analysis involves examining the literary devices used in the work, such as symbolism, imagery, and metaphor, and how they contribute to the overall meaning of the work.

Film Analysis

This type of analysis involves examining and interpreting films, including their themes, cinematography, editing, and sound. Film analysis can also include evaluating the director’s style and how it contributes to the overall message of the film.

Art Analysis

This type of analysis involves examining and interpreting works of art , such as paintings, sculptures, and installations. The analysis involves examining the elements of the artwork, such as color, composition, and technique, and how they contribute to the overall meaning of the work.

Cultural Analysis

This type of analysis involves examining and interpreting cultural artifacts , such as advertisements, popular music, and social media posts. The analysis involves examining the cultural context of the artifact and how it reflects and shapes cultural values, beliefs, and norms.

Historical Analysis

This type of analysis involves examining and interpreting historical documents , such as diaries, letters, and government records. The analysis involves examining the historical context of the document and how it reflects the social, political, and cultural attitudes of the time.

Philosophical Analysis

This type of analysis involves examining and interpreting philosophical texts and ideas, such as the works of philosophers and their arguments. The analysis involves evaluating the logical consistency of the arguments and assessing the validity and soundness of the conclusions.

Scientific Analysis

This type of analysis involves examining and interpreting scientific research studies and their findings. The analysis involves evaluating the methods used in the study, the data collected, and the conclusions drawn, and assessing their reliability and validity.

Critical Discourse Analysis

This type of analysis involves examining and interpreting language use in social and political contexts. The analysis involves evaluating the power dynamics and social relationships conveyed through language use and how they shape discourse and social reality.

Comparative Analysis

This type of analysis involves examining and interpreting multiple texts or works of art and comparing them to each other. The analysis involves evaluating the similarities and differences between the texts and how they contribute to understanding the themes and meanings conveyed.

Critical Analysis Format

Critical Analysis Format is as follows:

I. Introduction

  • Provide a brief overview of the text, object, or event being analyzed
  • Explain the purpose of the analysis and its significance
  • Provide background information on the context and relevant historical or cultural factors

II. Description

  • Provide a detailed description of the text, object, or event being analyzed
  • Identify key themes, ideas, and arguments presented
  • Describe the author or creator’s style, tone, and use of language or visual elements

III. Analysis

  • Analyze the text, object, or event using critical thinking skills
  • Identify the main strengths and weaknesses of the argument or presentation
  • Evaluate the reliability and validity of the evidence presented
  • Assess any assumptions or biases that may be present in the text, object, or event
  • Consider the implications of the argument or presentation for different audiences and contexts

IV. Evaluation

  • Provide an overall evaluation of the text, object, or event based on the analysis
  • Assess the effectiveness of the argument or presentation in achieving its intended purpose
  • Identify any limitations or gaps in the argument or presentation
  • Consider any alternative viewpoints or interpretations that could be presented
  • Summarize the main points of the analysis and evaluation
  • Reiterate the significance of the text, object, or event and its relevance to broader issues or debates
  • Provide any recommendations for further research or future developments in the field.

VI. Example

  • Provide an example or two to support your analysis and evaluation
  • Use quotes or specific details from the text, object, or event to support your claims
  • Analyze the example(s) using critical thinking skills and explain how they relate to your overall argument

VII. Conclusion

  • Reiterate your thesis statement and summarize your main points
  • Provide a final evaluation of the text, object, or event based on your analysis
  • Offer recommendations for future research or further developments in the field
  • End with a thought-provoking statement or question that encourages the reader to think more deeply about the topic

How to Write Critical Analysis

Writing a critical analysis involves evaluating and interpreting a text, such as a book, article, or film, and expressing your opinion about its quality and significance. Here are some steps you can follow to write a critical analysis:

  • Read and re-read the text: Before you begin writing, make sure you have a good understanding of the text. Read it several times and take notes on the key points, themes, and arguments.
  • Identify the author’s purpose and audience: Consider why the author wrote the text and who the intended audience is. This can help you evaluate whether the author achieved their goals and whether the text is effective in reaching its audience.
  • Analyze the structure and style: Look at the organization of the text and the author’s writing style. Consider how these elements contribute to the overall meaning of the text.
  • Evaluate the content : Analyze the author’s arguments, evidence, and conclusions. Consider whether they are logical, convincing, and supported by the evidence presented in the text.
  • Consider the context: Think about the historical, cultural, and social context in which the text was written. This can help you understand the author’s perspective and the significance of the text.
  • Develop your thesis statement : Based on your analysis, develop a clear and concise thesis statement that summarizes your overall evaluation of the text.
  • Support your thesis: Use evidence from the text to support your thesis statement. This can include direct quotes, paraphrases, and examples from the text.
  • Write the introduction, body, and conclusion : Organize your analysis into an introduction that provides context and presents your thesis, a body that presents your evidence and analysis, and a conclusion that summarizes your main points and restates your thesis.
  • Revise and edit: After you have written your analysis, revise and edit it to ensure that your writing is clear, concise, and well-organized. Check for spelling and grammar errors, and make sure that your analysis is logically sound and supported by evidence.

When to Write Critical Analysis

You may want to write a critical analysis in the following situations:

  • Academic Assignments: If you are a student, you may be assigned to write a critical analysis as a part of your coursework. This could include analyzing a piece of literature, a historical event, or a scientific paper.
  • Journalism and Media: As a journalist or media person, you may need to write a critical analysis of current events, political speeches, or media coverage.
  • Personal Interest: If you are interested in a particular topic, you may want to write a critical analysis to gain a deeper understanding of it. For example, you may want to analyze the themes and motifs in a novel or film that you enjoyed.
  • Professional Development : Professionals such as writers, scholars, and researchers often write critical analyses to gain insights into their field of study or work.

Critical Analysis Example

An Example of Critical Analysis Could be as follow:

Research Topic:

The Impact of Online Learning on Student Performance

Introduction:

The introduction of the research topic is clear and provides an overview of the issue. However, it could benefit from providing more background information on the prevalence of online learning and its potential impact on student performance.

Literature Review:

The literature review is comprehensive and well-structured. It covers a broad range of studies that have examined the relationship between online learning and student performance. However, it could benefit from including more recent studies and providing a more critical analysis of the existing literature.

Research Methods:

The research methods are clearly described and appropriate for the research question. The study uses a quasi-experimental design to compare the performance of students who took an online course with those who took the same course in a traditional classroom setting. However, the study may benefit from using a randomized controlled trial design to reduce potential confounding factors.

The results are presented in a clear and concise manner. The study finds that students who took the online course performed similarly to those who took the traditional course. However, the study only measures performance on one course and may not be generalizable to other courses or contexts.

Discussion :

The discussion section provides a thorough analysis of the study’s findings. The authors acknowledge the limitations of the study and provide suggestions for future research. However, they could benefit from discussing potential mechanisms underlying the relationship between online learning and student performance.

Conclusion :

The conclusion summarizes the main findings of the study and provides some implications for future research and practice. However, it could benefit from providing more specific recommendations for implementing online learning programs in educational settings.

Purpose of Critical Analysis

There are several purposes of critical analysis, including:

  • To identify and evaluate arguments : Critical analysis helps to identify the main arguments in a piece of writing or speech and evaluate their strengths and weaknesses. This enables the reader to form their own opinion and make informed decisions.
  • To assess evidence : Critical analysis involves examining the evidence presented in a text or speech and evaluating its quality and relevance to the argument. This helps to determine the credibility of the claims being made.
  • To recognize biases and assumptions : Critical analysis helps to identify any biases or assumptions that may be present in the argument, and evaluate how these affect the credibility of the argument.
  • To develop critical thinking skills: Critical analysis helps to develop the ability to think critically, evaluate information objectively, and make reasoned judgments based on evidence.
  • To improve communication skills: Critical analysis involves carefully reading and listening to information, evaluating it, and expressing one’s own opinion in a clear and concise manner. This helps to improve communication skills and the ability to express ideas effectively.

Importance of Critical Analysis

Here are some specific reasons why critical analysis is important:

  • Helps to identify biases: Critical analysis helps individuals to recognize their own biases and assumptions, as well as the biases of others. By being aware of biases, individuals can better evaluate the credibility and reliability of information.
  • Enhances problem-solving skills : Critical analysis encourages individuals to question assumptions and consider multiple perspectives, which can lead to creative problem-solving and innovation.
  • Promotes better decision-making: By carefully evaluating evidence and arguments, critical analysis can help individuals make more informed and effective decisions.
  • Facilitates understanding: Critical analysis helps individuals to understand complex issues and ideas by breaking them down into smaller parts and evaluating them separately.
  • Fosters intellectual growth : Engaging in critical analysis challenges individuals to think deeply and critically, which can lead to intellectual growth and development.

Advantages of Critical Analysis

Some advantages of critical analysis include:

  • Improved decision-making: Critical analysis helps individuals make informed decisions by evaluating all available information and considering various perspectives.
  • Enhanced problem-solving skills : Critical analysis requires individuals to identify and analyze the root cause of a problem, which can help develop effective solutions.
  • Increased creativity : Critical analysis encourages individuals to think outside the box and consider alternative solutions to problems, which can lead to more creative and innovative ideas.
  • Improved communication : Critical analysis helps individuals communicate their ideas and opinions more effectively by providing logical and coherent arguments.
  • Reduced bias: Critical analysis requires individuals to evaluate information objectively, which can help reduce personal biases and subjective opinions.
  • Better understanding of complex issues : Critical analysis helps individuals to understand complex issues by breaking them down into smaller parts, examining each part and understanding how they fit together.
  • Greater self-awareness: Critical analysis helps individuals to recognize their own biases, assumptions, and limitations, which can lead to personal growth and development.

About the author

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Analysis Types

Types of literary analyses.

Feminist Analysis Feminist literary analysis focuses on feminist theories based on society’s unequal treatment of men and women. Feminist critics study texts in the context of patriarchal societies, gender stereotypes, and the treatment and reception of male and female writers.

Historical Analysis Historical Analysis looks at a text through a historical lens. By forming an understanding of the time period in which the text takes place and is written, historical critics translate new meaning from the text based on its roots, the social events, and the historical elements of the time period that impacted the author’s writing.

New Criticism New criticism analyzes text based solely on the text itself. Ignoring historical, biographical, cultural, and additional outside contexts, new criticism focuses on internal contexts. A few of the devices studied by new critics are language patterns, plot, content, diction, setting, structure, style, theme, and literary devices.

Psychological Analysis Psychological analysis seek to understand a text by examining and postulating on the author’s intentions, the reader’s responses, and the psychological state of the characters in the piece.

Reader Response Analysis Reader response analysis shifts the focus away from the author and other outside elements of the text and analyzes the reception of the text through the various lenses of its readers. Each reader response analysis varies based on the experiences and background of the reader and how they perceive the text.

Del Mar College

Critical Analysis: Active Reading

Active reading is reading with a purpose. When it comes to critical analysis, the purpose of active reading is to familiarize yourself with your primary text and secondary sources to create a thorough and accurate analysis. You can engage in active reading by paying attention to the type, author, audience, and purpose of a source. Remember the acronym TAAP!

In writing, texts are often categorized based on the form, style, and purpose they share. A few examples include fiction, nonfiction, horror, fantasy, and mystery. Each type of writing typically follows a set of rules that can help us better understand the author’s purpose and the meaning of the text itself. When reading your text, consider how the type of text shapes your understanding of it by asking the following questions:

  • What type of text is it (e.g., essay, play, comedy, romance, etc.)? Keep in mind that a text may have more than one type.
  • What stylistic or literary elements are important to that type of text (e.g., imagery, rhyme scheme, dialogue, etc.)?
  • How does the type of text impact the author’s message? Is that type of text appropriate for the author’s purpose?
  • Does the author use any stylistic or literary elements uncommon to that type of text?
  • How does the type of text enhance or take away from the author’s message?

Authors are the people who created a text. An author’s personal experiences often impact the type and content of his or her work. Researching an author’s background helps us recognize and understand what influenced his or her work. As you read through a text, ask yourself the following:

  • Who created the text?
  • When did the author create the text?
  • Where did the author create the text?
  • In what context was the primary text written (e.g., social, cultural, political, economic)?
  • Are there any significant events in the author’s life that may have influenced the type and content of the text?

The audience consists of anyone who reads a text. Usually, an author considers his or her intended audience when making decisions about a source’s type, tone, and content. When reading a source, think about how the audience shapes the author’s decisions by asking questions such as:

  • Who is the intended audience of the source (e.g., artists, scientists, nobles, etc.)?
  • How does the audience view the author (e.g., credible, biased, etc.)?
  • How would the audience react to the content of the source (e.g., agree, disagree, indifference, etc.)? Why would the audience react that way?
  • Are there any other audiences the author may not have considered?

Purpose is an author’s reason for writing a text. Three of the most common examples of purpose include to persuade, to inform, and to entertain. Identifying an author’s purpose for writing is useful for determining whether an author’s text is written effectively or not. As you read your sources, consider whether the author accomplishes his or her purpose by asking a few questions:

  • Why did the author write the text (e.g., to inform, to persuade, to entertain, to critique, etc.)? (Note: An author may have multiple purposes for writing.)
  • What is the main idea, theme, or argument of the source?
  • How does the author use ethos, logos, and/ or pathos?
  • How does the author use literary or stylistic elements (e.g., character, symbolism, setting, etc.)?
  • Does the author effectively accomplish his or her purpose? Why or why not?

Additional Tips on Active Reading

It’s also useful to read your text from different perspectives.

  • The first time, read as a consumer. You are reading for enjoyment.
  • The second time, read as an academic. You are reading to learn and understand.
  • The third time, read as a critic. You are reading to question both the text’s meaning and the author’s decisions.

It’s a good idea to take notes and record your thoughts throughout your active reading process.

Actively reading your sources helps you consider them from more than one perspective. Active reading also fosters critical thinking, which college students are expected to demonstrate in their writing. Once you finish actively reading your sources, you can begin drafting your critical analysis.

Page last updated July 6, 2023.

The Anatomy of the Liver: Analysis Research Paper

Introduction/ background, gross anatomy of the liver, microscopic anatomy of the liver, functions (physiology) of the liver, diseases of the liver.

The liver is one of the largest organs in the human body. It is situated at the upper right-hand part of the abdominal cavity, underneath the diaphragm, and on top of the stomach, right kidney, and intestines (Westerhoff & Lamps, 2022). The liver has the shape of a cone, is dark reddish-brown in color, and weighs around three pounds. The organ is supplied with oxygenated blood by the hepatic artery and nutrient-rich blood by the hepatic portal vein (Westerhoff & Lamps, 2022). The liver holds approximately 13% of the body’s blood supply at any given time. The organ comprises two major lobes, which incorporate 8 segments that consist of 1,000 small lobes (Sagoo et al. 2018). The small lobes are joined to small ducts (tubes) that link up with larger ducts to form the common hepatic duct. The common hepatic duct transports the bile made by the liver cells to the gallbladder and duodenum through the common bile duct (Sagoo et al. 2018). This study intends to describe the gross and microscopic anatomy of the liver, its functions, and the diseases associated with it.

The liver is located beneath the lower right rib cage and takes more space in the upper right quadrant of the abdomen, with a segment spread out to the upper left quadrant. The organ is structured into two uneven lobes: a bigger right lobe and a smaller left lobe Frenkel et al. 2020). The left lobe is alienated on its anterior (frontal) surface by the thick falciform (sickle-shaped) muscle that joins the liver to the undersurface of the diaphragm (Frenkel et al. 2020). On the inferior surface of the organ, the right and left lobes are disconnected by a channel that contains the teres ligament, which goes to the navel. Two small lobes, the caudate and the quadrate, take a part of the inferior surface of the right lobe.

The liver regulates blood, which is supplied by two blood vessels. The hepatic artery, a major branch of the celiac axis, supplies the liver with fully oxygenated blood (Sagoo et al. 2018). On the other hand, the large portal vein, which acquires blood from all venous blood from the spleen, pancreas, gallbladder, lower esophagus, stomach, intestines, and part of the rectum, supplies the liver with partially oxygenated blood (Sagoo et al. 2018). At the porta hepatis, the portal vein splits into two bigger outlets, each entering one of the main lobes of the liver. Additionally, the porta hepatis is the departure point for the hepatic ducts (Frenkel et al. 2020). The above-discussed passages are the ultimate channels for a structure of smaller bile ductules interspersed across the liver that transport freshly manufactured bile from liver cells to the small intestine via the biliary tract.

the anterior and the posterior view of the liver

The microscopic anatomy of the liver demonstrates a unified configuration of collections of cells known as lobules, where the essential roles of the liver are conducted. Every lobule measures approximately one millimeter in diameter and comprises various cords of rectangular liver cells or hepatocytes (Westerhoff & Lamps, 2022). The cords radiate from central veins, or terminal hepatic venules, toward a thin layer of connective soft tissue that splits the lobule from other near lobules. The cords of liver cells are one-cell dense and are alienated from each other by numerous surfaces by spaces known as sinusoids or hepatic capillaries (Westerhoff & Lamps, 2022). Sinusoids are creased by thin endothelial cells containing outlets via which microvilli of the hepatocytes prolong, countenancing through ease of access of the hepatocyte to the bloodstream in the sinusoids.

The other major cell of the liver, the Kupffer cell, sticks to the surface of the sinusoid and ventures into its lumen. It acts as a phagocyte which is a cell that surrounds and destroys unwanted substances or cells. There are small spaces (Disse spaces) placed between the hepatocyte and the sinusoidal endothelium for the transportation of lymph (Sagoo et al. 2018). On neighboring exteriors, the hepatocytes are connected by thick, fitted intersections. The intersections are gone through by small pathways known as canaliculi, which are the terminal outposts of the biliary structure, getting bile from the hepatocyte (Sagoo et al. 2018). The canaliculi finally connect with other canaliculi to form increasingly bigger bile ducts that ultimately come out of the porta hepatis as the hepatic duct.

The microscopic layout of the liver

The main function of the liver is to regulate chemical levels in the blood and emits a substance known as bile. The liver produces bile which is utilized in carrying away waste products from the liver. All the blood from the stomach and intestines must go through the liver for regulation. The liver processes the incoming blood and breaks down balances, and creates nutrients. The organ further digests medicines or other drugs into forms that are easier to absorb in the rest of the body (Moradi et al., 2020). The liver is one of the body organs with many different functions. The most popular functions of the liver include detoxification, metabolism of carbohydrates, proteins, lipids, and hormones, and storing nutrients such as iron and vitamins (Moradi et al., 2020). The liver also acts as a synthesis of coagulation factors, production of bile, filtration, and storage of blood and therefore, its failure can lead to diseases.

Liver fibrosis is one of the major diseases of the liver that result from a damaged liver. Liver fibrosis is the massive buildup of extracellular matrix proteins comprising collagen that happens in many kinds of chronic liver illnesses (Roehlen et al., 2020). Advanced liver fibrosis leads to cirrhosis, liver failure, and portal hypertension and often requires liver transplantation. In severe cases, if one does not have a liver transplant it results in death. The major causes of liver fibrosis include chronic hepatitis C virus infection, alcohol abuse, and nonalcoholic steatohepatitis (Northup, 2020). The accumulation of extracellular matrix proteins destroys the hepatic structure by creating a fibrous scar, and the consequent formation of nodules of regenerating hepatocytes describes cirrhosis (Roehlen et al., 2020). Cirrhosis leads to hepatocellular malfunction and augmented intrahepatic resistance to blood flow, which causes hepatic deficiency and portal hypertension.

The difference between a normal liver and a liver with advanced fibrosis

Liver diseases are hard to detect in the early stages because their symptoms are similar to signs in other illnesses. Symptoms of liver disease include loss of appetite, inability to think, fluid buildup in the legs or stomach, jaundice, nausea, weight loss, and weakness (Northup, 2020). Since liver damage is caused by other issues, the treatment for liver fibrosis depends on the management of the underlying causes. For instance, if the cause is alcohol, a doctor can recommend a rehabilitative program to stop alcoholism. If the cause is non-alcoholic fatty liver disease, a doctor might suggest diet changes to lose weight.

Britannica, E. (2019). The Editors of Encyclopaedia Britannica . de la Enciclopedia Británica. Web.

El-Baz, L. M. F. (2014). Comparative Experimental Study between Mesenchymal and Hematopoietic Stem Cells in Rat Liver Regeneration (Doctoral dissertation, Suez University) . Web.

Frenkel, N. C., Poghosyan, S., Verheem, A., Padera, T. P., Rinkes, I. H., Kranenburg, O., & Hagendoorn, J. (2020). Liver lymphatic drainage patterns follow segmental anatomy in a murine model . Scientific reports , 10 (1), 1-9. Web.

Moradi, E., Jalili-Firoozinezhad, S., & Solati-Hashjin, M. (2020). Microfluidic organ-on-a-chip models of human liver tissue . Acta biomaterialia , 116 , 67-83. Web.

Northup, P. (2020). History of coagulopathy in liver disease: legends and myths . Clinical Liver Disease , 16 (Suppl 1), 56. Web.

Roehlen, N., Crouchet, E., & Baumert, T. F. (2020). Liver fibrosis: mechanistic concepts and therapeutic perspectives . Cells , 9 (4), 875. Web.

Sagoo, M.G., Aland, R.C. & Gosden, E. (2018). Morphology and morphometry of the caudate lobe of the liver in two populations . Anat Sci Int 93, 48–57. Web.

Westerhoff, M., & Lamps, L. (2022). Liver: anatomy, microscopic structure, and cell types . Yamada’s Textbook of Gastroenterology , 157-167. Web.

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Count function in r i dplyr::count().

Posted on May 18, 2024 by Zubair Goraya in R bloggers | 0 Comments

Data analysis is all about turning raw data into actionable insights. I was working on a research project analyzing survey data from thousands of respondents. The clock was ticking, and I needed to summarize responses to hundreds of questions quickly. Manually counting each response would have taken days, if not weeks. 

Then, I discovered the magic of the  count  function in R. In a matter of minutes, I transformed a messy dataset into a neatly summarized table, revealing patterns and trends that were previously hidden. That’s the power of the  count  function – it’s a game-changer for data analysts of all levels. You can read more about count function.

Count Function in R I dplyr::count()

  • The count function in R’s dplyr package summarises the frequency of values within a dataset. Forget manual counting; count does the heavy lifting for you.  
  • Count effortlessly adapts to your data’s structure when dealing with categorical factors like car models or numeric variables like horsepower. 
  • Count  seamlessly integrates with other dplyr functions, allowing you to filter, group, and transform your data fluently and intuitively. 
  • Don’t let incorrect data types or missing values trip you up. With some know-how, you can easily troubleshoot common issues and ensure accurate results.
  • Beyond simple counting, the count function is your gateway to uncovering patterns, trends, and relationships hidden within your data. 

What is the Count Function in R?

The count function in R from the  dplyr package empowers you to swiftly summarize and tabulate the frequency or number of values that occur within a dataset. It’s just like a magnifying glass that zooms in on the distribution of values, allowing you to answer critical questions effortlessly: 

  • How many cars in the mtcars dataset have  4  cylinders?
  • What’s the distribution of transmission types (am vs. automatic)?
  • How many observations fall into each combination of cylinder count and transmission type?

This function operates like a frequency calculator, adeptly identifying and quantifying unique values within your data. It generates a new data frame that lists each distinct value and its corresponding count, offering a clear and concise distribution summary.

The dplyr package also provides a family of related functions that complement count:

Required Libraries for count function in R

In this tutorial, we will use the following libraries and data set.

Read more how to install libraries in R

tally () in R

A function that directly prints the count results to your console, perfect for quick checks.

In the R code above, we use tally() in conjunction with count() to count the number of cars based on the number of cylinders and print the result directly to the console.

tally () function in R by using the dplyr library

add_count() in R

Instead of creating a separate data frame, it seamlessly adds a new column to your existing dataset, recording the count for each group or value.

Here, add_count() adds a new column named “n” to the  mtcars  dataset, showing the number of cars with a given number of cylinders.

add_count() in R using dplyr library

add_tally() in R

Specifically designed for grouped data, this function works in harmony with group_by(), enabling you to add counts within pre-defined groups effortlessly.

We first use the group_by() function in the R code to group the data set by the number of cylinders, and then we count the number of cars in each group using add_tally().

add_tally() in R using mtcars data set

Whether you’re exploring categorical variables, analyzing grouped data, or delving into weighted counts, the count function and its counterparts offer a flexible and efficient toolkit for uncovering the hidden patterns within your data.

Why Choose the Count Function? 

  • Efficiency and Speed:  Compared to manual counting or writing custom loops, counting significantly streamlines the process of summarizing frequencies. It’s designed to operate efficiently on large datasets, saving you valuable time and effort.
  • Simplicity and Readability:  The syntax of count is concise and intuitive, making your code easier to read and understand. This clarity is especially beneficial when collaborating with others or revisiting your analysis later.
  • Versatility Across Data Types:  Whether your data includes categorical factors (e.g., car models, survey responses), numeric variables (e.g., ages, sales figures), or a combination of both, count handles it all with ease. This adaptability makes it a versatile tool for various data analysis tasks.
  • Seamless Integration with Tidyverse:  If you’re already familiar with the dplyr package and the tidyverse philosophy, count fits right into your existing workflow. You can seamlessly combine it with other dplyr functions like filter, group_by, and mutate to create powerful data manipulation pipelines.
  • Clear and Informative Output:  The count function generates a tidy data frame as its output, making it easy to visualize, interpret, and further analyze the summarized results. You can readily create bar charts, tables, or other visualizations to communicate your findings.
  • Handling Missing Values:  By default, count excludes missing values (NA) from its calculations, ensuring that your summaries are accurate and relevant. However, you can also include missing values if they are meaningful in your analysis.

How Does the Count Function Work?

Think of the count function as a helpful tally counter. It looks at your data and counts how often each unique item appears.

Step 1: Load the dplyr Package

Before using count, you must have the dplyr package loaded into R. It gives you access to a whole set of tools for working with data.

Load and install the dplyr Package

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Step 2: Use count function to Count Unique Values

Let’s say you want to know how many cars in the mtcars dataset have different numbers of cylinders. Here’s the code:

  • It takes your mtcars dataset.
  • The %>% symbol (called a “pipe”) sends the data into the count function.
  • The count(cyl) part tells the count to look at the cyl column (number of cylinders) and count how many times each unique value appears.

This means there are 11 cars with four cylinders, seven with six cylinders, and 14 with eight cylinders.

Use count function to Count Unique Values using dplyr in R

Step 3: Counting with Groups

Want to get learn some advance? 

You can count within groups. For example, how many cars have automatic or manual transmissions (am) for each number of cylinders (cyl).

Counting with Groups by using the count function in R

Step 4: Handling Missing Values (NA)

By default, the  count  doesn’t include any rows where the value you’re counting is missing (NA). If you want to include those missing values in your count, add na.rm = FALSE to the count function.

Handling Missing Values (NA) in count function from dplyr in R

Key Points to Remember

  • The count function makes counting things in your data super easy.
  • You can count how often different values appear in one column or across multiple columns.
  • By default, count ignores missing values, but you can change that if necessary.

Overview of Count Functions in R

Common errors and solutions with the count function in r.

Even with its user-friendly design, the count function can sometimes throw a curveball. Let’s tackle some common hiccups you might encounter and provide solutions to get you back on track:

Incorrect Data Types

Imagine counting unique values in a column that’s not a factor or character variable. You might get an error or unexpected results.

Always double-check your data types. Use functions like class() or str() to verify that the column you’re working with is suitable for counting unique values. If needed, convert the column to a factor using as.factor().

Let’s say we want to count the unique values in the hp (horsepower) column of the mtcars dataset. Before proceeding, we check the data type:

how to fix counting unique values in a column that's not a factor

Missing Values (NA):

By default, count excludes rows with missing (NA) values in the column you’re counting. This can lead to undercounting if those missing values are meaningful.

To include missing values in your count, add the argument na.rm = FALSE to the count function.

ount excludes rows with missing (NA) in R

Unexpected Results (Grouping Gone Wrong)

Sometimes, you might get results that don’t match your expectations, especially when working with grouped data.

Carefully review your group_by() statement. Ensure you’re grouping by the correct variables and in the desired order. Double-check for typos or incorrect variable names.

Unexpected Results in Grouping using dplyr

General Troubleshooting Tips

  • Read the Error Messages:  Error messages are your friends! They often provide valuable clues about what went wrong.
  • Consult the Documentation:  The official dplyr documentation is a treasure trove of information. Look up the count function to clarify its usage and arguments.
  • Seek  Help  Online:  If you’re still stuck, don’t hesitate to ask for  help  on online forums like Stack Overflow. The R community is known for its helpfulness and expertise.

By being mindful of these common errors and following the suggested solutions, you’ll be well on your way to mastering the count function and confidently summarizing your data in R.

The count function in R is an adaptable and necessary tool for any data analyst. Its ability to quickly and efficiently summarize the frequency of values within datasets makes it a true workhorse in data wrangling. The count function seamlessly adapts to various data types and scenarios, from counting unique values to analysing grouped data .

We’ve delved into the inner workings of the count, highlighting its simplicity and integration with the powerful dplyr package. By understanding its core purpose, you’re equipped to easily tackle a wide range of data summarization tasks. We’ve also explored common pitfalls and provided practical solutions, ensuring you can navigate potential challenges confidently.

Remember, the count function isn’t just about numbers; it’s about extracting meaning and insights from your data. Whether exploring the characteristics of cars in the mtcars dataset or analyzing complex survey responses, count enables you to uncover patterns, trends, and relationships that might otherwise remain hidden.

So, the next time you’re faced with a dataset waiting to be deciphered, don’t hesitate to reach for the count function. Its efficiency, versatility, and intuitive syntax make it your trusted ally in the quest for data-driven discoveries.

Frequently Asked Questions (FAQs)

Is there a counting function in r.

Yes, R offers several counting functions. The most versatile and commonly used is the count function, which is part of the dplyr package. It efficiently summarizes the frequency of values within a dataset.

What is count() used for?

The count() function is used to tally the occurrences of unique values within a variable or combination of variables. It’s your go-to tool for quickly understanding the distribution of data.

What package is  count  in R?

The count function is in the dplyr package, a core component of the tidyverse, a collection of R packages designed for data science.

How to count rows in R?

To count the total number of rows in a data frame (like the mtcars dataset), you can use the  nrow () function:

nrow (mtcars) # This will show us there are 32 rows in  mtcars  dataset

How do you count characters in R?

The  nchar () function counts the number of characters in a string:

nchar (“Hello, R!”) # Returns 8

How to use count if?

The count function doesn’t have an “if” condition built in. However, you can combine it with a filter from dplyr to achieve conditional counting:

mtcars %>% filter(cyl == 4) %>% count() 

This will count only the rows where there are four cylinders (cyl = 4)

What’s an n()?

Within dplyr, n() is a special function used to count the number of observations (rows) in a group or the entire dataset when used with summarize. It’s often paired with group_by to count observations per group.

# Example Counting with Grouped Data

  group_by(cyl) %>% 

  summarize(Count = n())

What is the use of count() and count_*?

  • count (): As discussed earlier, count() creates a new data frame with the unique values and corresponding counts.
  • The count_* family (add_count, add_tally) adds a new column to your existing data frame, showing the count for each group or value. This is useful to keep the original data structure while adding count information.

What is the count method?

In R, “count” typically refers to functions like count(), table(), or length() rather than a specific “method.” These functions provide different ways to count elements within data structures.

What is %>% in R?

The %>%  symbol,  called the “pipe” operator, is a handy tool from the  magrittr  package (included in the  tidyverse ). It allows you to chain functions together, passing the output of one function as the input to the next. This makes your code more readable and easier to follow.

Which function in RStudio?

RStudio is an integrated development environment (IDE) for R, not a function itself. The functions we’ve discussed (like count, n(), nrow(), nchar()) are all part of R and can be used within RStudio.

What is the sum() function in R?

The sum() function adds up numeric values. You can use it to calculate the total of a column in a data frame:

sum(mtcars$mpg) # Calculates the total miles per gallon across all cars

How to count observations in R?

  • For the total number of observations (rows) in a data frame, use  nrow ().
  • To count observations within groups, use group_by() followed by summarize(n = n()) (or tally()).

Which function gives the count of levels in R?

The  nlevels () function tells you how many unique levels (categories) a factor variable has:

nlevels(mtcars$cyl)

This will return the number of unique levels in the cyl variable.

How do I count the number of values in a list in R?

Use the length() function to find the number of elements in a list.

What is the difference between N and count in R?

  • N: Within dplyr, N is a special symbol representing the total number of rows in a data frame. It’s often used within summarize() for calculations based on the total count.
  • count : The count function is a specialized tool from dplyr designed to efficiently count unique values and create summary tables.

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    Data analysis is all about turning raw data into actionable insights. I was working on a research project analyzing survey data from thousands of respondents. The clock was ticking, and I needed to summarize responses to hundreds of questions quickly. Manually counting each response would have taken days, if not weeks. Then, I discovered the magic of the count function in R.