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Advanced Placement (AP)

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You’ve been working hard in your AP US History class, and now it’s time to start prepping for your APUSH exam. 

But there’s a lot you’ll need to know if you want to do well, especially on the APUSH DBQ section. For instance, you’ll need to understand the APUSH DBQ rubric so you know how you’ll be scored on your answers, and you’ll need to look at a few APUSH DBQ examples so you understand what it takes to 

Luckily for you, we’ve compiled everything you need to know about APUSH DBQs in one easy place. (That place is, uh, here. ) We’ll go over: 

  • An explanation of what APUSH DBQs are and why they’re important 
  • A walkthrough covering how APUSH DBQs work on the exam and what to expect
  • A six-step process for writing a great DBQ
  • Four tips for studying for and answering the APUSH DBQs

We’ll also give you an APUSH DBQ rubric and APUSH DBQ examples That’s a lot to talk about, so let’s get going!

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The APUSH DBQ is an essay-based question, so you'll have to write quickly!

What Is an APUSH DBQ? 

A DBQ is a “document-based” question that you’ll have to answer on your AP exam. For these questions, you’ll be given seven “documents,” which are short readings that cover different, usually related aspects of US History. From there, you’ll be asked to answer each DBQ in essay form using information from the documents you’ve been provided! 

The good thing about APUSH DBQs is that they’re open-ended, meaning there are multiple correct ways to answer each question. The downside is that in order to answer the question and earn full credit, you’ll need to analyze and incorporate multiple documents as part of your argument. 

And did we mention you’ll only have a limited amount of time to answer the DBQ, and that it's worth 25% of your total test score? That’s why APUSH DBQs can be stressful for test-takers! 

How Do DBQs Work on the APUSH Exam?

The APUSH exam consists of 60 questions in total. Here’s how they break down across the test: 

Of the two free response questions, one is a long essay (worth 15%) and one is a DBQ. This means that the sole DBQ is, by itself, worth 25% of your total grade, making it the single most heavily-weighted question on the APUSH exam.  

The APUSH DBQ will consist of a single open-ended prompt . To answer it, you’ll have to create a persuasive argument that uses the documents you’ve been given on the exam itself. (More on that a bit later.) 

To give you a little more context, here are some actual APUSH DBQ examples from previous years’ APUSH exams:

  • “Evaluate the extent of change in ideas about American independence from 1763 to 1783.” ( 2017 ) 
  • “Evaluate the relative importance of different causes for the expanding role of the United States in the world in the period from 1865 to 1910.” ( 2018 )
  • “Evaluate the extent to which the Progressive movement fostered political change in the United States from 1890 to 1920.” ( 2019 )

APUSH Document Types 

To answer these questions well, you’ll also have to read, analyze, and incorporate information from seven documents you’ll be provided on test day. These documents will be a mixture of: 

  • Primary texts : texts that were actually written in the time period you’re being asked about
  • Secondary texts : texts written by later historians that explain the time period 
  • Images: these are typically either political cartoons or artworks from the time period

How many of each type of document you’ll see on your exam varies from year to year, so you’ll need to be equally comfortable using all three types of documents. 

You’ll have to read through all seven documents and understand them so you can use them to answer your DBQ question. The information in the documents will help you create a thesis, build your argument, and prove your point…so you can get a great APUSH DBQ score! Just remember: to earn full credit, you’ll also have to explain how at least six of the documents are relevant to your argument, using evidence to back those claims up. 

Using Outside Information 

Along with the provided documents, you’ll also be expected to use one piece of historical evidence that isn’t included in the documents , but you already know from your own reading. This is information that you’ll have studied in class (or read on your own!) that applies to the DBQ and supports your argument. 

Unfortunately, you won’t be able to bring any class notes with you on exam day. That means you’ll need to study ahead of time so you’ll be ready to incorporate outside information into your DBQ answer! 

Whew! That’s a lot! However, if it makes it any easier, the APUSH DBQ will only cover the period from 1754-1980 . That means you’ll only need to focus on studying–and remembering!--information from about 230 years. 

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Understand the APUSH DBQ Rubric

First, you need to understand what the expectations are and how your answer will be graded. That means reading through and understanding the official APUSH DBQ rubric!

The good news is that the College Board has provided the APUSH DBQ rubric as part of their 2021 AP Exam Administration Scoring Guidelines - AP United States History document .  

Here’s how the rubric breaks down:

Thesis (1 point) 

First, you’ll need to create a thesis that “responds to the prompt with a historically defensible thesis/claim that establishes a line of reasoning.” In order to get this point you’ll need to make an arguable claim based on the documents that answers the question of the prompt.  

In other words, you’ll need to choose a position and then defend it with evidence from the documents and your knowledge base. 

Contextualization (1 point) 

In order to get a point for contextualization you’ll need to “accurately describe a context relevant” to the time period covered by the prompt. What this means is that you’ll have to describe the political, social, or economic events and trends that contributed to what your thesis is arguing. 

Some of this you’ll know from the provided documents, but some of it you will also be expected to know on your own based on what you’ve studied in AP US History. You’ll also need to relate your knowledge to “broader historical events, developments, or processes that occur before, during, or continue after the time frame of the question.” That means you have to show how the events of this time period are relevant now or how they are similar to some other historical situation .

Evidence (3 points)

For this part of the rubric, you’ll earn one point just for incorporating specific evidence that does not come from the provided documents in a way that is relevant to your thesis! 

In order to earn the other two points, you must support your argument by using content from six of the seven documents . (If you don’t use six documents, but do use at least three of them, you’ll only earn one point.) 

You can’t just randomly throw information from the documents into your essay, though, you have to use it in a way that supports your argument and accurately represents what the documents are saying . 

Analysis and Reasoning (2 points)

For the analysis and reasoning section, you get one point for explaining “how or why the document’s point of view, purpose, historical situation, and/or audience is relevant to an argument.” You’ll earn another point for “complexity,” showing that you understand the time period that the prompt covers and use evidence to prove your understanding and back up your argument . 

So to earn analysis and reasoning points, you have to prove how the documents are relevant to your argument, your argument has to demonstrate you understand the historical events of the time period, and you’ll have to create an argument that is well-reasoned and “complex.” 

You’ll need to show graders you understand there’s a variety of possible perspectives about the issue you’re writing about and that people in that era did not all agree or have the same experiences.

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Step-By-Step Process for Tackling an APUSH DBQ

The APUSH DBQ is a complicated question that tests you over several different skills, so there isn’t any simple technique to ace it. However, if you master each of the individual skills it takes to do well on the DBQ examples, rocking your APUSH DBQ will be much easier! 

Here are five steps you can follow to build a foundation that’ll help you ace the DBQ. 

Step 1: Take a Practice DBQ

The best way to master APUSH DBQs is by practicing with real APUSH DBQ examples.

The College Board’s website has the actual prompts from 2015-2019 available to download. This means you can take at least five practice APUSH exams, as well as read APUSH DBQ example responses and APUSH DBQ rubrics, for free! 

This is excellent news because you can take several practice swings at answering APUSH DBQs before you have to tackle the real thing on test day. 

Before practicing DBQ responses, it’s a good idea to take at least one APUSH DBQ practice test so you know what your baseline is. That way, you’ll understand your strengths and weaknesses and can really zero in on your weakest areas! From there, you can work through the practice APUSH DBQ prompts on their own. 

However, the nature of a free response means that it won’t be easy for you to grade by yourself. To evaluate your DBQs, be sure to use the APUSH DBQ rubric we walked through above. Honestly try to assess whether or not you incorporated the information thoroughly and accurately. You can also ask a teacher, tutor, or even a family member to grade your APUSH DBQs for you as well! 

Later, after you practice the skills outlined in the steps below, take another practice DBQ and see if it seems easier for you. Compare your score to the baseline score from your first attempt. Then, re-read over your textbooks and take it again. Repeat the cycle a couple of times. The big benefit will be that you will eventually get so used to the APUSH DBQ that you will be more comfortable in the actual testing environment .

Step 2: Practice Writing a Thesis

Because your DBQ response will have to choose a position and defend it, you’ll need to work on writing strong thesis statements. A thesis statement is essentially your argument in a nutshell, and it sums up the purpose of your essay. 

The most important aspect of your APUSH DBQ thesis is that it has to make a claim that is both arguable (meaning you can use evidence to prove it) and is relevant to the prompt you’re given. However, you don’t want to just restate the prompt in your thesis! 

Here’s what we mean. Let’s say your APUSH DBQ prompt is: 

Evaluate the extent of change in ideas about American independence from 1763 to 1783.

You don’t want your thesis to be “Ideas about American independence changed a lot from 1763 to 1783. That’s just adding a few words to the prompt…and it’s not descriptive enough to cover the argument you’ll make later. Instead, make a specific claim about how and why ideas about American independence changed, and you’ll need to use the documents provided to prove it!

So for this example, a better thesis might be, “Between 1763 and 1783, American ideas about independence changed from being unsure about how the nation could survive without British rule to believing in (and fighting for) the nation’s independence.” 

Because APUSH DBQs are open-ended, there are actually many different thesis statements you could come up with that would let you write an amazing answer. Here are two APUSH DBQ examples that College Board considers acceptable theses for this prompt:

  • “The ideas about American independence changed greatly from 1763 to 1783. In the beginning, colonists only wanted representation and a say in the legislation of new laws, but by 1783 Americans wanted true freedom from British rule.” 
  • “From 1763–1783, ideas of American independence changed from the colonies blindly accepting the tyranny of the British by religious rights of divine kings to believing in natural rights of individuals against British rule.”

Let’s look at how these theses make specific claims: 

The first thesis argues that colonists originally only wanted representation, but by 1783 wanted freedom from British rule. These are two different mindsets that the author can then use the documents to illustrate and prove actually existed. 

The second example thesis addresses a more theoretical change in belief: one that changes from Americans of 1763 accepting the medieval notion of the king inheriting from God the right to govern, to one in which Americans of 1783 believed that individuals had the natural right of freedom from tyranny. The author can then use the documents as evidence that Americans in that time period had those beliefs, and can argue about what happened to change them.

By practicing thesis writing, you’ll be able to create a detailed–and defensible!--statement that will help you create a convincing DBQ argument. 

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An outline will serve as a roadmap that'll help you write a great essay—and it'll help you manage your time, too. 

Step 3: Practice Creating an Outline

With only an hour to read the documents to write your essay, you probably won’t have time to revise. It’s very important that you make the best use of the limited time you will have available, so an outline will help you organize your thoughts and will keep you on track as you write. 

Just be careful that you don’t take too much time with your outline–you need to write a whole essay! Five minutes (or less!) is all you need to put together an outline that’ll help you write an awesome DBQ. 

With that said, let’s talk about what makes up a great outline.

Two important elements of a good outline are an introduction and conclusion ! Your intro will set up your thesis and your conclusion to restate your thesis while explaining why it’s relevant to the reader today. Because both of these sections center around your thesis statement, they’ll help you organize the rest of your argument…and your DBQ essay! 

Once you have those in place, you can start adding body paragraphs to your outline. Since you only have about 45 minutes to write this essay, you don’t want too many of them. Three or four body paragraphs will be enough to get the job done. 

The most important thing about your body paragraphs is that each of them makes a claim that a) supports your thesis and b) allows you to incorporate information from the documents as evidence. You may even want to make a note of which documents you want to use in each body paragraph! 

Here’s an outline template you can use as you practice your APUSH DBQs:

  • Set up your argument and include your thesis.
  • You can break down your thesis into several component steps, which will then become the body paragraphs as you expand upon them.
  • Tell the reader what they need to know about the historical situation. 
  • Include any information you might already know from outside the provided documents.
  • Make the first argumentative point you mentioned in your introduction/thesis.
  • Use information from two to three documents to illustrate and prove your point.
  • Make the second argumentative point you mentioned in your introduction/thesis.
  • Use two to three different documents to support this point. 
  • If you have a third argumentative point, you’ll need to make it here. 
  • Be sure to use at least one document to support your argumentative point. 
  • Restate your thesis and summarize the main points you’ve made.
  • Show how it’s relevant to the reader.

Again, this outline doesn’t need to be fancy! Jotting down a few words–or a short sentence–for each point will get you to where you need to go. 

Step 4: Practice Incorporating Quotes and References 

As you write your essay, you’ll need to use examples from the documents provided–and each time you do so, you need to explain documents you pulled the information from. You’ll do this whether you are quoting your source or just paraphrasing it. 

There are two ways to do this:

#1: Attribution

Attributing your information means you tell your reader in the sentence which document you’re quoting or paraphrasing from. Below are two attribution DBQ examples APUSH considers acceptable: 

"Charles Inglis uses reason to note that the colonies would be unable to sustain themselves without British support because the colonies don’t make enough money through agriculture and commerce.”

Notice that even though this APUSH DBQ example doesn’t quote Inglis outright, the author still lets the readers know which source they’re using to prove their point.

#2: Parenthetical

Using a parenthetical citation means that you put either the author of the source’s name or which document it’s from, in parentheses, at the end of the sentence. H ere’s an example of parenthetical citation that the College Board considers acceptable:

“He claimed only man himself can direct his own actions and decisions, not the rule of any legislative authority or man (Doc. 3).”

Since the sentence does not say who “he” is, the author of this essay has included this parenthetical citation (Doc. 3) that the reader can use to read the document in question and see if the argument the author is making is correctly represented from the source.

As you use these sources, you need to make sure that you are using the document accurately and not plagiarizing. Your goal is to show that you understand each document and know how to incorporate it into an argument. 

Step 5: Understand Time Management

One of the most important skills you can acquire by taking multiple attempts at the APUSH DBQ practice test will be time management . When you’re in the actual test environment, you won’t be able to use your phone to set a timer or alarm, so it can be difficult to keep track of how much time you’re spending on reading and re-reading the documents, brainstorming, and outlining. 

You want to leave yourself the majority of the time allowed (which will be one hour) for writing. College Board’s APUSH DBQ rubric recommends that you spend 15 minutes reading the documents and 45 minutes writing the essay . 

The best way to get your time management down is practice . Set timers during your APUSH DBQ practice test so you can get a feel for how much time it takes to put an answer together. That way you have a feel for the process and will have enough time to write your DBQ on test day. 

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4 Tips for Mastering APUSH DBQs

Now that you’ve read our step-by-step process for tackling the APUSH DBQ and have seen several APUSH DBQ examples, here are some expert tips on doing well on the APUSH DBQ .  

Tip 1: Remember that Each Point Is Scored Separately

Go through the APUSH DBQ rubric and take note of each individual task since you’ll be scored on how well you complete each one . For each task, there are usually multiple points available. 

For example, you’ll earn one point for using at least three documents in your DBQ. But if you want to earn the full two points for that category, you’ll need to incorporate at least six documents into your answer.  

By understanding the rubric, you’ll be able to maximize how many points you earn on your DBQ. 

Tip 2: Your Essay Can Contain Errors 

Now, don’t misunderstand us: you can’t say an author makes one claim when they are clearly saying the opposite. You also can’t write something that is obviously wrong, like that America continues under British rule because the revolution was unsuccessful, and get full credit!  

But you can make minor errors that don’t detract from your argument as long as you are demonstrating a knowledge of the time period and the ability to incorporate evidence to make an argument. So for example, if you said that the First Continental Congress ended in November instead of October of 1774, you’ll still be able to earn full credit despite making a small error. 

Tip 3: Write For Clarity 

One thing to keep in mind is that you will be graded on how well you make and argue a thesis, and how well you incorporate the evidence from the documents to support that thesis– you don’t get graded on how beautifully or fluently you write ! So, while you’ll want to use correct grammar and write as clearly as you can, don’t spend too much time thinking about how best to phrase things as if you were writing for publication. Just focus on clearly explaining your ideas! 

You won’t have points taken away for grammatical errors unless they make it difficult for the graders to see how you’ve used the evidence to make an argument.

Tip 4: Connect the Dots 

Not only for the APUSH DBQ, but for everything you write, you need to ask yourself, why is this relevant? In the contextualization section, you are required to relate the information you’re conveying to other time periods or situations to earn full credit.

This is your chance to show that while the period you’re writing about may have been long in the past, the events are still relevant to us today ! This is why we read, write, and study history in the first place!

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What’s Next? 

If you’re taking APUSH, you’re probably taking other AP classes as well! Here’s a general guide to preparing for AP tests that’ll help you get ready for any other AP exams you take. 

Like we mentioned earlier, taking practice tests is one of the best ways you can get ready for your actual AP exams. Here’s a guide that’ll help you find the best AP practice tests for each exam.

If you’re taking multiple AP tests, you’ll need to maximize your study time. One way to do this is to study for each test based on when you’ll have to take it! Our complete breakdown of the AP exam schedule will help you manage your study time efficiently and effectively. 

Looking for help studying for your AP exam? Our one-on-one online AP tutoring services can help you prepare for your AP exams. Get matched with a top tutor who got a high score on the exam you're studying for!

Ashley Sufflé Robinson has a Ph.D. in 19th Century English Literature. As a content writer for PrepScholar, Ashley is passionate about giving college-bound students the in-depth information they need to get into the school of their dreams.

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4 Steps to Writing a Good APUSH Long Essay

4 Steps to Writing a Good APUSH Long Essay

  • Patterns of connectivity (argue whether history changed or remained the same)
  • Compare and contrast
  • Periodization

No matter which type of essay you face, here are 4 steps to help you write a good APUSH long essay.

Focus on Writing a Solid Thesis

Your thesis is the most important part. It’s going to set up the entire essay. It’s also the first thing that the grader is going to see, so start with a strong thesis!

Your introductory paragraph should be about 2-5 sentences in length. Start with a hook before including your thesis . Your thesis should be original. Don’t just copy the question prompt!

Make sure that your thesis contains the following three things:

  • Your stance (or answer) to the prompt
  • A counterargument to address
  • The 3 strongest supporting points for your thesis

Describe and Explain Your Supporting Points

To support your thesis, you need three specific examples. If you’re having a hard time coming up with examples, think about PERSIA : political, economic, religious, social, intellectual, and artistic.

Describe each example as much as possible. Then, don’t forget to reflect back to the thesis. This is the most important part, so spend plenty of time circling back to the thesis for each point.

Make Connections

When writing the body paragraphs, try to connect to events from different time periods, geographical areas, and themes whenever possible. Making connections is especially important when it comes to the rebuttal for your argument.

Synthesis across history is important to show that you have a deep understanding of U.S. history and that you’ve developed the historical thinking skills you need.

Don’t Forget the Conclusion

Some people skip over the conclusion . With only 35 minutes to write a polished essay, they would rather spend time developing the introductory and body paragraphs.

However, if you’ve practiced your timing for the APUSH long essay, you should have a few extra minutes for a conclusion. The conclusion should restate your thesis and strongest points in different words.

You’ve spent the entire school year preparing for your APUSH long essay. You’ve studied the concepts and themes. You have the information that you need to write a 6-worthy essay. Follow these tips as you practice writing APUSH long essays, so you can practice crafting these essays within the 35-minute time period. The more you practice, the better prepared you’ll be to write your essay on exam day.

Jamie Goodwin

Jamie graduated from Brigham Young University- Idaho with a degree in English Education. She spent several years teaching and tutoring students at the elementary, high school, and college level. She currently works as a contract writer and curriculum developer for online education courses. In her free time, she enjoys running and spending time with her boys!

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AP United States History

Review the free-response questions from the 2024 ap exam., exam overview.

Exam questions assess the course concepts and skills outlined in the course framework. For more information, download the  AP U.S. History Course and Exam Description  (CED).

Scoring rubrics – general scoring criteria for the document-based and long essay questions, regardless of specific question prompt – are available in the course and exam description (CED).

Encourage your students to visit the  AP U.S. History student page  for exam information.

Rubrics Updated for 2023-24

We’ve updated the AP U.S. History document-based question (DBQ) and long essay question (LEQ) rubrics for the 2023-24 school year. 

This change only affects the DBQ and LEQ scoring, with no change to the course or the exam: the exam format, course framework, and skills assessed on the exam all remain unchanged.

The course and exam description (CED) has been updated to include: 

  • Revised rubrics (general scoring criteria) for the DBQ and LEQ.
  • Revised scoring guidelines for the sample DBQ and LEQ within the CED.

Fri, May 10, 2024

AP U.S. History Exam

Exam format.

The AP U.S. History Exam has consistent question types, weighting, and scoring guidelines, so you and your students know what to expect on exam day.

Section I, Part A: Multiple Choice

55 Questions | 55 Minutes | 40% of Exam Score

  • Questions usually appear in sets of 3–4 questions.
  • Students analyze historical texts, interpretations, and evidence.
  • Primary and secondary sources, images, graphs, and maps are included.

Section I, Part B: Short Answer

3 Questions | 40 Minutes | 20% of Exam Score

  • Students analyze historians’ interpretations, historical sources, and propositions about history.
  • Questions provide opportunities for students to demonstrate what they know best.
  • Some questions include texts, images, graphs, or maps.
  • Question 1 is required, includes 1–2 secondary sources, and focuses on historical developments or processes between the years 1754 and 1980.
  • Question 2 is required, includes 1 primary source, and focuses on historical developments or processes between the years 1754 and 1980.
  • Students choose between Question 3 (which focuses on historical developments or processes between the years 1491 and 1877) and Question 4 (which focuses on historical developments or processes between the years 1865 and 2001) for the last question. No sources are included for either Question 3 or Question 4.

Section II: Document-Based Question and Long Essay

2 questions | 1 Hour, 40 minutes | 40% of Exam Score

Document-Based Question (DBQ)

Recommended Time: 1 Hour (includes 15-minute reading period) | 25% of Exam Score

  • Students are presented with 7 documents offering various perspectives on a historical development or process.
  • Students assess these written, quantitative, or visual materials as historical evidence.
  • Students develop an argument supported by an analysis of historical evidence.
  • The document-based question focuses on topics from 1754 to 1980.

Recommended time: 40 Minutes | 15% of Exam Score

  • Students explain and analyze significant issues in U.S. history.
  • The question choices focus on the same skills and the same reasoning process (e.g., comparison, causation, or continuity and change), but students choose from 3 options, each focusing on historical developments and processes from a different range of time periods—either 1491–1800 (option 1), 1800–1898 (option 2), or 1890–2001 (option 3).

Exam Questions and Scoring Information

Ap united states history exam questions and scoring information.

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  • Comparing and contrasting in an essay | Tips & examples

Comparing and Contrasting in an Essay | Tips & Examples

Published on August 6, 2020 by Jack Caulfield . Revised on July 23, 2023.

Comparing and contrasting is an important skill in academic writing . It involves taking two or more subjects and analyzing the differences and similarities between them.

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Table of contents

When should i compare and contrast, making effective comparisons, comparing and contrasting as a brainstorming tool, structuring your comparisons, other interesting articles, frequently asked questions about comparing and contrasting.

Many assignments will invite you to make comparisons quite explicitly, as in these prompts.

  • Compare the treatment of the theme of beauty in the poetry of William Wordsworth and John Keats.
  • Compare and contrast in-class and distance learning. What are the advantages and disadvantages of each approach?

Some other prompts may not directly ask you to compare and contrast, but present you with a topic where comparing and contrasting could be a good approach.

One way to approach this essay might be to contrast the situation before the Great Depression with the situation during it, to highlight how large a difference it made.

Comparing and contrasting is also used in all kinds of academic contexts where it’s not explicitly prompted. For example, a literature review involves comparing and contrasting different studies on your topic, and an argumentative essay may involve weighing up the pros and cons of different arguments.

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See an example

apush compare and contrast essay examples

As the name suggests, comparing and contrasting is about identifying both similarities and differences. You might focus on contrasting quite different subjects or comparing subjects with a lot in common—but there must be some grounds for comparison in the first place.

For example, you might contrast French society before and after the French Revolution; you’d likely find many differences, but there would be a valid basis for comparison. However, if you contrasted pre-revolutionary France with Han-dynasty China, your reader might wonder why you chose to compare these two societies.

This is why it’s important to clarify the point of your comparisons by writing a focused thesis statement . Every element of an essay should serve your central argument in some way. Consider what you’re trying to accomplish with any comparisons you make, and be sure to make this clear to the reader.

Comparing and contrasting can be a useful tool to help organize your thoughts before you begin writing any type of academic text. You might use it to compare different theories and approaches you’ve encountered in your preliminary research, for example.

Let’s say your research involves the competing psychological approaches of behaviorism and cognitive psychology. You might make a table to summarize the key differences between them.

Behaviorism Cognitive psychology
Dominant from the 1920s to the 1950s Rose to prominence in the 1960s
Mental processes cannot be empirically studied Mental processes as focus of study
Focuses on how thinking is affected by conditioning and environment Focuses on the cognitive processes themselves

Or say you’re writing about the major global conflicts of the twentieth century. You might visualize the key similarities and differences in a Venn diagram.

A Venn diagram showing the similarities and differences between World War I, World War II, and the Cold War.

These visualizations wouldn’t make it into your actual writing, so they don’t have to be very formal in terms of phrasing or presentation. The point of comparing and contrasting at this stage is to help you organize and shape your ideas to aid you in structuring your arguments.

When comparing and contrasting in an essay, there are two main ways to structure your comparisons: the alternating method and the block method.

The alternating method

In the alternating method, you structure your text according to what aspect you’re comparing. You cover both your subjects side by side in terms of a specific point of comparison. Your text is structured like this:

Mouse over the example paragraph below to see how this approach works.

One challenge teachers face is identifying and assisting students who are struggling without disrupting the rest of the class. In a traditional classroom environment, the teacher can easily identify when a student is struggling based on their demeanor in class or simply by regularly checking on students during exercises. They can then offer assistance quietly during the exercise or discuss it further after class. Meanwhile, in a Zoom-based class, the lack of physical presence makes it more difficult to pay attention to individual students’ responses and notice frustrations, and there is less flexibility to speak with students privately to offer assistance. In this case, therefore, the traditional classroom environment holds the advantage, although it appears likely that aiding students in a virtual classroom environment will become easier as the technology, and teachers’ familiarity with it, improves.

The block method

In the block method, you cover each of the overall subjects you’re comparing in a block. You say everything you have to say about your first subject, then discuss your second subject, making comparisons and contrasts back to the things you’ve already said about the first. Your text is structured like this:

  • Point of comparison A
  • Point of comparison B

The most commonly cited advantage of distance learning is the flexibility and accessibility it offers. Rather than being required to travel to a specific location every week (and to live near enough to feasibly do so), students can participate from anywhere with an internet connection. This allows not only for a wider geographical spread of students but for the possibility of studying while travelling. However, distance learning presents its own accessibility challenges; not all students have a stable internet connection and a computer or other device with which to participate in online classes, and less technologically literate students and teachers may struggle with the technical aspects of class participation. Furthermore, discomfort and distractions can hinder an individual student’s ability to engage with the class from home, creating divergent learning experiences for different students. Distance learning, then, seems to improve accessibility in some ways while representing a step backwards in others.

Note that these two methods can be combined; these two example paragraphs could both be part of the same essay, but it’s wise to use an essay outline to plan out which approach you’re taking in each paragraph.

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Some essay prompts include the keywords “compare” and/or “contrast.” In these cases, an essay structured around comparing and contrasting is the appropriate response.

Comparing and contrasting is also a useful approach in all kinds of academic writing : You might compare different studies in a literature review , weigh up different arguments in an argumentative essay , or consider different theoretical approaches in a theoretical framework .

Your subjects might be very different or quite similar, but it’s important that there be meaningful grounds for comparison . You can probably describe many differences between a cat and a bicycle, but there isn’t really any connection between them to justify the comparison.

You’ll have to write a thesis statement explaining the central point you want to make in your essay , so be sure to know in advance what connects your subjects and makes them worth comparing.

Comparisons in essays are generally structured in one of two ways:

  • The alternating method, where you compare your subjects side by side according to one specific aspect at a time.
  • The block method, where you cover each subject separately in its entirety.

It’s also possible to combine both methods, for example by writing a full paragraph on each of your topics and then a final paragraph contrasting the two according to a specific metric.

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5 Compare and Contrast Essay Examples (Full Text)

5 Compare and Contrast Essay Examples (Full Text)

Chris Drew (PhD)

Dr. Chris Drew is the founder of the Helpful Professor. He holds a PhD in education and has published over 20 articles in scholarly journals. He is the former editor of the Journal of Learning Development in Higher Education. [Image Descriptor: Photo of Chris]

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A compare and contrast essay selects two or more items that are critically analyzed to demonstrate their differences and similarities. Here is a template for you that provides the general structure:

compare and contrast essay format

A range of example essays is presented below.

Compare and Contrast Essay Examples

#1 jean piaget vs lev vygotsky essay.

1480 Words | 5 Pages | 10 References

(Level: University Undergraduate)

paget vs vygotsky essay

Thesis Statement: “This essay will critically examine and compare the developmental theories of Jean Piaget and Lev Vygotsky, focusing on their differing views on cognitive development in children and their influence on educational psychology, through an exploration of key concepts such as the role of culture and environment, scaffolding, equilibration, and their overall implications for educational practices..”

#2 Democracy vs Authoritarianism Essay

democracy vs authoritarianism essay

Thesis Statement: “The thesis of this analysis is that, despite the efficiency and control offered by authoritarian regimes, democratic systems, with their emphasis on individual freedoms, participatory governance, and social welfare, present a more balanced and ethically sound approach to governance, better aligned with the ideals of a just and progressive society.”

#3 Apples vs Oranges Essay

1190 Words | 5 Pages | 0 References

(Level: 4th Grade, 5th Grade, 6th Grade)

apples vs oranges essay

Thesis Statement: “While apples and oranges are both popular and nutritious fruits, they differ significantly in their taste profiles, nutritional benefits, cultural symbolism, and culinary applications.”

#4 Nature vs Nurture Essay

1525 Words | 5 Pages | 11 References

(Level: High School and College)

nature vs nurture essay

Thesis Statement: “The purpose of this essay is to examine and elucidate the complex and interconnected roles of genetic inheritance (nature) and environmental influences (nurture) in shaping human development across various domains such as physical traits, personality, behavior, intelligence, and abilities.”

#5 Dogs vs Cats Essay

1095 Words | 5 Pages | 7 Bibliographic Sources

(Level: 6th Grade, 7th Grade, 8th Grade)

Thesis Statement: “This essay explores the distinctive characteristics, emotional connections, and lifestyle considerations associated with owning dogs and cats, aiming to illuminate the unique joys and benefits each pet brings to their human companions.”

How to Write a Compare and Contrast Essay

I’ve recorded a full video for you on how to write a compare and contrast essay:

Get the Compare and Contrast Templates with AI Prompts Here

In the video, I outline the steps to writing your essay. Here they are explained below:

1. Essay Planning

First, I recommend using my compare and contrast worksheet, which acts like a Venn Diagram, walking you through the steps of comparing the similarities and differences of the concepts or items you’re comparing.

I recommend selecting 3-5 features that can be compared, as shown in the worksheet:

compare and contrast worksheet

Grab the Worksheet as Part of the Compare and Contrast Essay Writing Pack

2. Writing the Essay

Once you’ve completed the worksheet, you’re ready to start writing. Go systematically through each feature you are comparing and discuss the similarities and differences, then make an evaluative statement after showing your depth of knowledge:

compare and contrast essay template

Get the Rest of the Premium Compare and Contrast Essay Writing Pack (With AI Prompts) Here

How to Write a Compare and Contrast Thesis Statement

Compare and contrast thesis statements can either:

  • Remain neutral in an expository tone.
  • Prosecute an argument about which of the items you’re comparing is overall best.

To write an argumentative thesis statement for a compare and contrast essay, try this AI Prompts:

💡 AI Prompt to Generate Ideas I am writing a compare and contrast essay that compares [Concept 1] and [Concept2]. Give me 5 potential single-sentence thesis statements that pass a reasonable judgement.

Ready to Write your Essay?

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Take action! Choose one of the following options to start writing your compare and contrast essay now:

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Essay Papers Writing Online

A comprehensive guide to crafting a successful comparison essay.

How to write comparison essay

Comparison essays are a common assignment in academic settings, requiring students to analyze and contrast two or more subjects, concepts, or ideas. Writing a comparison essay can be challenging, but with the right approach and guidance, you can craft a compelling and informative piece of writing.

In this comprehensive guide, we will provide you with valuable tips and examples to help you master the art of comparison essay writing. Whether you’re comparing two literary works, historical events, scientific theories, or any other topics, this guide will equip you with the tools and strategies needed to create a well-structured and persuasive essay.

From choosing a suitable topic and developing a strong thesis statement to organizing your arguments and incorporating effective evidence, this guide will walk you through each step of the writing process. By following the advice and examples provided here, you’ll be able to produce a top-notch comparison essay that showcases your analytical skills and critical thinking abilities.

Understanding the Basics

Before diving into writing a comparison essay, it’s essential to understand the basics of comparison writing. A comparison essay, also known as a comparative essay, requires you to analyze two or more subjects by highlighting their similarities and differences. This type of essay aims to show how these subjects are similar or different in various aspects.

When writing a comparison essay, you should have a clear thesis statement that identifies the subjects you are comparing and the main points of comparison. It’s essential to structure your essay effectively by organizing your ideas logically. You can use different methods of organization, such as the block method or point-by-point method, to present your comparisons.

Additionally, make sure to include evidence and examples to support your comparisons. Use specific details and examples to strengthen your arguments and clarify the similarities and differences between the subjects. Lastly, remember to provide a strong conclusion that summarizes your main points and reinforces the significance of your comparison.

Choosing a Topic for Comparison Essay

When selecting a topic for your comparison essay, it’s essential to choose two subjects that have some similarities and differences to explore. You can compare two books, two movies, two historical figures, two theories, or any other pair of related subjects.

Consider selecting topics that interest you or that you are familiar with to make the writing process more engaging and manageable. Additionally, ensure that the subjects you choose are suitable for comparison and have enough material for analysis.

It’s also helpful to brainstorm ideas and create a list of potential topics before making a final decision. Once you have a few options in mind, evaluate them based on the relevance of the comparison, the availability of credible sources, and your own interest in the subjects.

Remember that a well-chosen topic is one of the keys to writing a successful comparison essay, so take your time to select subjects that will allow you to explore meaningful connections and differences in a compelling way.

Finding the Right Pairing

When writing a comparison essay, it’s crucial to find the right pairing of subjects to compare. Choose subjects that have enough similarities and differences to make a meaningful comparison. Consider the audience and purpose of your essay to determine what pairing will be most effective.

Look for subjects that you are passionate about or have a deep understanding of. This will make the writing process easier and more engaging. Additionally, consider choosing subjects that are relevant and timely, as this will make your essay more interesting to readers.

Don’t be afraid to think outside the box when finding the right pairing. Sometimes unexpected combinations can lead to the most compelling comparisons. Conduct thorough research on both subjects to ensure you have enough material to work with and present a balanced comparison.

Structuring Your Comparison Essay

When writing a comparison essay, it is essential to organize your ideas in a clear and logical manner. One effective way to structure your essay is to use a point-by-point comparison or a block comparison format.

Point-by-Point Comparison Block Comparison
In this format, you will discuss one point of comparison between the two subjects before moving on to the next point. In this format, you will discuss all the points related to one subject before moving on to the next subject.
Allows for a more detailed analysis of each point of comparison. Provides a clear and structured comparison of the two subjects.
Can be helpful when the subjects have multiple similarities and differences to explore. May be easier to follow for readers who prefer a side-by-side comparison of the subjects.

Whichever format you choose, make sure to introduce your subjects, present your points of comparison, provide evidence or examples to support your comparisons, and conclude by summarizing the main points and highlighting the significance of your comparison.

Creating a Clear Outline

Before you start writing your comparison essay, it’s essential to create a clear outline. An outline serves as a roadmap that helps you stay organized and focused throughout the writing process. Here are some steps to create an effective outline:

1. Identify the subjects of comparison: Start by determining the two subjects you will be comparing in your essay. Make sure they have enough similarities and differences to make a meaningful comparison.

2. Brainstorm key points: Once you have chosen the subjects, brainstorm the key points you want to compare and contrast. These could include characteristics, features, themes, or arguments related to each subject.

3. Organize your points: Arrange your key points in a logical order. You can choose to compare similar points side by side or alternate between the two subjects to highlight differences.

4. Develop a thesis statement: Based on your key points, develop a clear thesis statement that states the main purpose of your comparison essay. This statement should guide the rest of your writing and provide a clear direction for your argument.

5. Create a structure: Divide your essay into introduction, body paragraphs, and conclusion. Each section should serve a specific purpose and contribute to the overall coherence of your essay.

By creating a clear outline, you can ensure that your comparison essay flows smoothly and effectively communicates your ideas to the reader.

Engaging the Reader

When writing a comparison essay, it is crucial to engage the reader right from the beginning. You want to hook their attention and make them want to keep reading. Here are some tips to engage your reader:

  • Start with a strong opening statement or question that entices the reader to continue reading.
  • Use vivid language and descriptive imagery to paint a clear picture in the reader’s mind.
  • Provide interesting facts or statistics that pique the reader’s curiosity.
  • Create a compelling thesis statement that outlines the purpose of your comparison essay.

By engaging the reader from the start, you set the stage for a successful and impactful comparison essay that keeps the reader engaged until the very end.

Point-by-Point vs Block Method

Point-by-Point vs Block Method

When writing a comparison essay, you have two main options for structuring your content: the point-by-point method and the block method. Each method has its own advantages and may be more suitable depending on the type of comparison you are making.

  • Point-by-Point Method: This method involves discussing one point of comparison at a time between the two subjects. You will go back and forth between the subjects, highlighting similarities and differences for each point. This method allows for a more detailed and nuanced analysis of the subjects.
  • Block Method: In contrast, the block method involves discussing all the points related to one subject first, followed by all the points related to the second subject. This method provides a more straightforward and organized comparison but may not delve as deeply into the individual points of comparison.

Ultimately, the choice between the point-by-point and block methods depends on the complexity of your comparison and the level of detail you want to explore. Experiment with both methods to see which one best suits your writing style and the specific requirements of your comparison essay.

Selecting the Best Approach

When it comes to writing a comparison essay, selecting the best approach is crucial to ensure a successful and effective comparison. There are several approaches you can take when comparing two subjects, including the block method and the point-by-point method.

The block method: This approach involves discussing all the similarities and differences of one subject first, followed by a thorough discussion of the second subject. This method is useful when the two subjects being compared are quite different or when the reader may not be familiar with one of the subjects.

The point-by-point method: This approach involves alternating between discussing the similarities and differences of the two subjects in each paragraph. This method allows for a more in-depth comparison of specific points and is often preferred when the two subjects have many similarities and differences.

Before selecting an approach, consider the nature of the subjects being compared and the purpose of your comparison essay. Choose the approach that will best serve your purpose and allow for a clear, organized, and engaging comparison.

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  • Sample Compare and Contrast Essay - "Langston Hughes"

Langston Hughes: Comparison and Contrasting Essay

by Feross Aboukhadijeh

Langston Hughes was a central figure in the Harlem Renaissance, the flowering of African-American literature and artistic forms in Manhattan during the 1920s. Not only did his writing promote African-American culture, but it sought to bring attention to the plight of the African-Americans suffering injustice and repression. His poems "I, Too" and "Theme for English B" both advanced his political views of equal civil rights and treatment under the law for African-Americans. Both poems use first-person voices; however the "I" is different for each poem, in order to fulfill Hughes' purpose for the poem.

In Hughes' poem "I, Too," the speaker is not an individual as the word "I" implies. In fact, the "I" represents the entirety of African-Americans living in the United States. That Hughes writes " I am the darker brother" instead of " we are the darker brothers" is no accident (2). The connotation of the word "I" as opposed to "we" is that of a lone individual, defenseless and outnumbered. The speaker says " They send me to eat in the kitchen," reinforcing the one-versus-all mentality that Hughes is trying to convey in this poem (3). "We" and "they," give a stronger, more united connotation than "I" does. In this poem, "I" is used to connote weakness, and isolation. As used in this poem, the first-person voice highlights the weakness of the African-American people. However, this is not the only way that Hughes uses "I" in his poetry.

On the other hand, Hughes' poem "Theme for English B," uses the first-person voice for an entirely different effect. In this poem, the "I" is an individual student. The poem is written like a narrative: "I am twenty-two, colored, born in Winston-Salem" (7). Unlike the first poem, "I" is used here to connote strength and singularity. The speaker, an African-American student given an English writing assignment, engages his teacher in an intelligent, even pointed dialog. Hughes artistically makes use of the first-person point of view to enhance the effect of the story. By using words like "I" and "them", "me" and "you," the speaker is able to point out the differences between himself and his teacher. One passage in particular stands out for its incessant juxtaposition of the words "you" and "me":

You are white—

yet a part of me, as I am a part of you.

That's American.

Sometimes perhaps you don't want to be a part of me.

Nor do I often want to be a part of you.

But we are, that's true!

As I learn from you,

I guess you learn from me— (31-38).

Not only does this highlight the differences between the speaker and teacher, but it puts the speaker in a commanding position. The fact that an African-American individual is writing something controversial, and making critical remarks of his teacher—and in such an eloquent way—is a sign of strength and source of pride.

Although these poems both make use of first-person voices, they each make use of voice to different ends. Nonetheless, both poems draw attention to the plight of the African-American people, albeit in different manners. Both poems cry out for civil rights and equality in a time where African-Americans were treated neither civilly nor equally.

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34 Compelling Compare and Contrast Essay Examples

Topics cover education, technology, pop culture, sports, animals, and more.

apush compare and contrast essay examples

Do your writers need some inspiration? If you’re teaching students to write a compare and contrast essay, a strong example is an invaluable tool. This round-up of our favorite compare and contrast essays covers a range of topics and grade levels, so no matter your students’ interests or ages, you’ll always have a helpful example to share. You’ll find links to full essays about education, technology, pop culture, sports, animals, and more. (Need compare-and-contrast essay topic ideas? Check out our big list of compare and contrast essay topics! )

What is a compare and contrast essay?

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When choosing a compare and contrast essay example to include on this list, we considered the structure. A strong compare and contrast essay begins with an introductory paragraph that includes background context and a strong thesis. Next, the body includes paragraphs that explore the similarities and differences. Finally, a concluding paragraph restates the thesis, draws any necessary inferences, and asks any remaining questions.

A compare and contrast essay example can be an opinion piece comparing two things and making a conclusion about which is better. For example, “Is Tom Brady really the GOAT?” It can also help consumers decide which product is better suited to them. Should you keep your subscription to Hulu or Netflix? Should you stick with Apple or explore Android? Here’s our list of compare and contrast essay samples categorized by subject.

Education and Parenting Compare and Contrast Essay Examples

Private school vs. public school.

Sample lines: “Deciding whether to send a child to public or private school can be a tough choice for parents. … Data on whether public or private education is better can be challenging to find and difficult to understand, and the cost of private school can be daunting. … According to the most recent data from the National Center for Education Statistics, public schools still attract far more students than private schools, with 50.7 million students attending public school as of 2018. Private school enrollment in the fall of 2017 was 5.7 million students, a number that is down from 6 million in 1999.”

Read the full essay: Private School vs. Public School at U.S. News and World Report

Homeschool vs. Public School: How Home Schooling Will Change Public Education

Homeschool vs. Public School: How Home Schooling Will Change Public Education

Sample lines: “Home schooling, not a present threat to public education, is nonetheless one of the forces that will change it. If the high estimates of the number of children in home schools (1.2 million) is correct, then the home-schooling universe is larger than the New York City public school system and roughly the size of the Los Angeles and Chicago public school systems combined. … Critics charge that three things are wrong with home schooling: harm to students academically; harm to society by producing students who are ill-prepared to function as democratic citizens and participants in a modern economy; and harm to public education, making it more difficult for other parents to educate their children. … It is time to ask whether home schooling, charters, and vouchers should be considered parts of a broad repertoire of methods that we as a society use to educate our children.”

Read the full essay: Homeschool vs. Public School: How Home Schooling Will Change Public Education at Brookings

Which parenting style is right for you?

Sample lines: “The three main types of parenting are on a type of ‘sliding scale’ of parenting, with permissive parenting as the least strict type of parenting. Permissive parenting typically has very few rules, while authoritarian parenting is thought of as a very strict, rule-driven type of parenting.”

Read the full essay: What Is Authoritative Parenting? at Healthline

Masked Education? The Benefits and Burdens of Wearing Face Masks in Schools During the Pandemic

Sample lines: “Face masks can prevent the spread of the virus SARS-CoV-2. … However, covering the lower half of the face reduces the ability to communicate. Positive emotions become less recognizable, and negative emotions are amplified. Emotional mimicry, contagion, and emotionality in general are reduced and (thereby) bonding between teachers and learners, group cohesion, and learning—of which emotions are a major driver. The benefits and burdens of face masks in schools should be seriously considered and made obvious and clear to teachers and students.”

Read the full essay: Masked Education? The Benefits and Burdens of Wearing Face Masks in Schools During the Pandemic at National Library of Medicine

To Ban or Not: What Should We Really Make of Book Bans?

To Ban or Not: What Should We Really Make of Book Bans?

Sample lines: “In recent years, book bans have soared in schools, reaching an all-time high in fall 2022. … The challenge of balancing parent concerns about ‘age appropriateness’ against the imperative of preparing students to be informed citizens is still on the minds of many educators today. … Such curricular decision-making  should  be left to the professionals, argues English/language arts instructional specialist Miriam Plotinsky. ‘Examining texts for their appropriateness is not a job that noneducators are trained to do,’ she wrote last year, as the national debate over censorship resurged with the news that a Tennessee district banned the graphic novel  Maus  just days before Holocaust Remembrance Day.”

Read the full essay: To Ban or Not: What Should We Really Make of Book Bans? at Education Week

Technology Compare and Contrast Essay Examples

Netflix vs. hulu 2023: which is the best streaming service.

Sample lines: “Netflix fans will point to its high-quality originals, including  The Witcher ,  Stranger Things ,  Emily in Paris ,  Ozark , and more, as well as a wide variety of documentaries like  Cheer ,  The Last Dance ,  My Octopus Teacher , and many others. It also boasts a much larger subscription base, with more than 222 million subscribers compared to Hulu’s 44 million. Hulu, on the other hand, offers a variety of extras such as HBO and Showtime—content that’s unavailable on Netflix. Its price tag is also cheaper than the competition, with its $7/mo. starting price, which is a bit more palatable than Netflix’s $10/mo. starting price.”

Read the full essay: Netflix vs. Hulu 2023: Which is the best streaming service? at TV Guide

Kindle vs. Hardcover: Which is easier on the eyes?

Kindle vs. Hardcover: Which is easier on the eyes?

Sample lines: “In the past, we would have to drag around heavy books if we were really into reading. Now, we can have all of those books, and many more, stored in one handy little device that can easily be stuffed into a backpack, purse, etc. … Many of us still prefer to hold an actual book in our hands. … But, whether you use a Kindle or prefer hardcover books or paperbacks, the main thing is that you enjoy reading. A story in a book or on a Kindle device can open up new worlds, take you to fantasy worlds, educate you, entertain you, and so much more.”

Read the full essay: Kindle vs. Hardcover: Which is easier on the eyes? at Books in a Flash

iPhone vs. Android: Which is better for you?

Sample lines: “The iPhone vs. Android comparison is a never-ending debate on which one is best. It will likely never have a real winner, but we’re going to try and help you to find your personal pick all the same. iOS 17 and Android 14—the latest versions of the two operating systems—both offer smooth and user-friendly experiences, and several similar or identical features. But there are still important differences to be aware of. … Owning an iPhone is a simpler, more convenient experience. There’s less to think about. … Android-device ownership is a bit harder. … Yet it’s simultaneously more freeing, because it offers more choice.”

Read the full essay: iPhone vs. Android: Which is better for you? at Tom’s Guide

Cutting the cord: Is streaming or cable better for you?

Sample lines: “Cord-cutting has become a popular trend in recent years, thanks to the rise of streaming services. For those unfamiliar, cord cutting is the process of canceling your cable subscription and instead, relying on streaming platforms such as Netflix and Hulu to watch your favorite shows and movies. The primary difference is that you can select your streaming services à la carte while cable locks you in on a set number of channels through bundles. So, the big question is: should you cut the cord?”

Read the full essay: Cutting the cord: Is streaming or cable better for you? at BroadbandNow

PS5 vs. Nintendo Switch

PS5 vs. Nintendo Switch

Sample lines: “The crux of the comparison comes down to portability versus power. Being able to migrate fully fledged Nintendo games from a big screen to a portable device is a huge asset—and one that consumers have taken to, especially given the Nintendo Switch’s meteoric sales figures. … It is worth noting that many of the biggest franchises like Call of Duty, Madden, modern Resident Evil titles, newer Final Fantasy games, Grand Theft Auto, and open-world Ubisoft adventures like Assassin’s Creed will usually skip Nintendo Switch due to its lack of power. The inability to play these popular games practically guarantees that a consumer will pick up a modern system, while using the Switch as a secondary device.”

Read the full essay: PS5 vs. Nintendo Switch at Digital Trends

What is the difference between Facebook and Instagram?

Sample lines: “Have you ever wondered what is the difference between Facebook and Instagram? Instagram and Facebook are by far the most popular social media channels used by digital marketers. Not to mention that they’re also the biggest platforms used by internet users worldwide. So, today we’ll look into the differences and similarities between these two platforms to help you figure out which one is the best fit for your business.”

Read the full essay: What is the difference between Facebook and Instagram? at SocialBee

Digital vs. Analog Watches—What’s the Difference?

Sample lines: “In short, digital watches use an LCD or LED screen to display the time. Whereas, an analog watch features three hands to denote the hour, minutes, and seconds. With the advancement in watch technology and research, both analog and digital watches have received significant improvements over the years. Especially in terms of design, endurance, and accompanying features. … At the end of the day, whether you go analog or digital, it’s a personal preference to make based on your style, needs, functions, and budget.”

Read the full essay: Digital vs. Analog Watches—What’s the Difference? at Watch Ranker

AI Art vs. Human Art: A Side-by-Side Analysis

Sample lines: “Art has always been a reflection of human creativity, emotion, and cultural expression. However, with the rise of artificial intelligence (AI), a new form of artistic creation has emerged, blurring the lines between what is created by human hands and what is generated by algorithms. … Despite the excitement surrounding AI Art, it also raises complex ethical, legal, and artistic questions that have sparked debates about the definition of art, the role of the artist, and the future of art production. … Regardless of whether AI Art is considered ‘true’ art, it is crucial to embrace and explore the vast possibilities and potential it brings to the table. The transformative influence of AI art on the art world is still unfolding, and only time will reveal its true extent.”

Read the full essay: AI Art vs. Human Art: A Side-by-Side Analysis at Raul Lara

Pop Culture Compare and Contrast Essay Examples

Christina aguilera vs. britney spears.

Christina Aguilera vs. Britney Spears- compare and contrast essay example

Sample lines: “Britney Spears vs. Christina Aguilera was the Coke vs. Pepsi of 1999 — no, really, Christina repped Coke and Britney shilled for Pepsi. The two teen idols released debut albums seven months apart before the turn of the century, with Britney’s becoming a standard-bearer for bubblegum pop and Aguilera’s taking an R&B bent to show off her range. … It’s clear that Spears and Aguilera took extremely divergent paths following their simultaneous breakout successes.”

Read the full essay: Christina Aguilera vs. Britney Spears at The Ringer

Harry Styles vs. Ed Sheeran

Sample lines: “The world heard our fantasies and delivered us two titans simultaneously—we have been blessed with Ed Sheeran and Harry Styles. Our cup runneth over; our bounty is immeasurable. More remarkable still is the fact that both have released albums almost at the same time: Ed’s third, Divide , was released in March and broke the record for one-day Spotify streams, while Harry’s frenziedly anticipated debut solo, called Harry Styles , was released yesterday.”

Read the full essay: Harry Styles versus Ed Sheeran at Belfast Telegraph

The Grinch: Three Versions Compared

Sample lines: “Based on the original story of the same name, this movie takes a completely different direction by choosing to break away from the cartoony form that Seuss had established by filming the movie in a live-action form. Whoville is preparing for Christmas while the Grinch looks down upon their celebrations in disgust. Like the previous film, The Grinch hatches a plan to ruin Christmas for the Who’s. … Like in the original Grinch, he disguises himself as Santa Claus, and makes his dog, Max, into a reindeer. He then takes all of the presents from the children and households. … Cole’s favorite is the 2000 edition, while Alex has only seen the original. Tell us which one is your favorite.”

Read the full essay: The Grinch: Three Versions Compared at Wooster School

Historical and Political Compare and Contrast Essay Examples

Malcolm x vs. martin luther king jr.: comparison between two great leaders’ ideologies .

Sample lines: “Although they were fighting for civil rights at the same time, their ideology and way of fighting were completely distinctive. This can be for a plethora of reasons: background, upbringing, the system of thought, and vision. But keep in mind, they devoted their whole life to the same prospect. … Through boycotts and marches, [King] hoped to end racial segregation. He felt that the abolition of segregation would improve the likelihood of integration. Malcolm X, on the other hand, spearheaded a movement for black empowerment.”

Read the full essay: Malcolm X vs. Martin Luther King Jr.: Comparison Between Two Great Leaders’ Ideologies  at Melaninful

Contrast Between Obama and Trump Has Become Clear

Contrast Between Obama and Trump Has Become Clear

Sample lines: “The contrast is even clearer when we look to the future. Trump promises more tax cuts, more military spending, more deficits and deeper cuts in programs for the vulnerable. He plans to nominate a coal lobbyist to head the Environmental Protection Agency. … Obama says America must move forward, and he praises progressive Democrats for advocating Medicare for all. … With Obama and then Trump, Americans have elected two diametrically opposed leaders leading into two very different directions.”

Read the full essay: Contrast Between Obama and Trump Has Become Clear at Chicago Sun-Times

Sports Compare and Contrast Essay Examples

Lebron james vs. kobe bryant: a complete comparison.

Sample lines: “LeBron James has achieved so much in his career that he is seen by many as the greatest of all time, or at least the only player worthy of being mentioned in the GOAT conversation next to Michael Jordan. Bridging the gap between Jordan and LeBron though was Kobe Bryant, who often gets left out of comparisons and GOAT conversations. … Should his name be mentioned more though? Can he compare to LeBron or is The King too far past The Black Mamba in historical rankings already?”

Read the full essay: LeBron James vs. Kobe Bryant: A Complete Comparison at Sportskeeda

NFL: Tom Brady vs. Peyton Manning Rivalry Comparison

NFL: Tom Brady vs. Peyton Manning Rivalry Comparison

Sample lines: “Tom Brady and Peyton Manning were largely considered the best quarterbacks in the NFL for the majority of the time they spent in the league together, with the icons having many head-to-head clashes in the regular season and on the AFC side of the NFL Playoffs. Manning was the leader of the Indianapolis Colts of the AFC South. … Brady spent his career as the QB of the AFC East’s New England Patriots, before taking his talents to Tampa Bay. … The reality is that winning is the most important aspect of any career, and Brady won more head-to-head matchups than Manning did.”

Read the full essay: NFL: Tom Brady vs. Peyton Manning Rivalry Comparison at Sportskeeda

The Greatest NBA Franchise Ever: Boston Celtics or Los Angeles Lakers?

Sample lines: “The Celtics are universally considered as the greatest franchise in NBA history. But if you take a close look at the numbers, there isn’t really too much separation between them and their arch-rival Los Angeles Lakers. In fact, you can even make a good argument for the Lakers. … In 72 seasons played, the Boston Celtics have won a total of 3,314 games and lost 2,305 or a .590 winning mark. On the other hand, the Los Angeles Lakers have won 3,284 of 5,507 total games played or a slightly better winning record of .596. … But while the Lakers have the better winning percentage, the Celtics have the advantage over them in head-to-head competition.”

Read the full essay: The Greatest NBA Franchise Ever: Boston Celtics or Los Angeles Lakers? at Sport One

Is Soccer Better Than Football?

Sample lines: “Is soccer better than football? Soccer and football lovers have numerous reasons to support their sport of choice. Both keep the players physically fit and help to bring people together for an exciting cause. However, soccer has drawn more numbers globally due to its popularity in more countries.”

Read the full essay: Is Soccer Better Than Football? at Sports Brief

Lifestyle Choices Compare and Contrast Essay Examples

Mobile home vs. tiny house: similarities, differences, pros & cons.

Mobile Home vs. Tiny House: Similarities, Differences, Pros & Cons

Sample lines: “Choosing the tiny home lifestyle enables you to spend more time with those you love. The small living space ensures quality bonding time rather than hiding away in a room or behind a computer screen. … You’ll be able to connect closer to nature and find yourself able to travel the country at any given moment. On the other hand, we have the mobile home. … They are built on a chassis with transportation in mind. … They are not built to be moved on a constant basis. … While moving the home again *is* possible, it may cost you several thousand dollars.”

Read the full essay: Mobile Home vs. Tiny House: Similarities, Differences, Pros & Cons at US Mobile Home Pros

Whole Foods vs. Walmart: The Story of Two Grocery Stores

Sample lines: “It is clear that both stores have very different stories and aims when it comes to their customers. Whole Foods looks to provide organic, healthy, exotic, and niche products for an audience with a very particular taste. … Walmart, on the other hand, looks to provide the best deals, every possible product, and every big brand for a broader audience. … Moreover, they look to make buying affordable and accessible, and focus on the capitalist nature of buying.”

Read the full essay: Whole Foods vs. Walmart: The Story of Two Grocery Stores at The Archaeology of Us

Artificial Grass vs. Turf: The Real Differences Revealed

Sample lines: “The key difference between artificial grass and turf is their intended use. Artificial turf is largely intended to be used for sports, so it is shorter and tougher. On the other hand, artificial grass is generally longer, softer and more suited to landscaping purposes. Most homeowners would opt for artificial grass as a replacement for a lawn, for example. Some people actually prefer playing sports on artificial grass, too … artificial grass is often softer and more bouncy, giving it a feel similar to playing on a grassy lawn. … At the end of the day, which one you will choose will depend on your specific household and needs.”

Read the full essay: Artificial Grass vs. Turf: The Real Differences Revealed at Almost Grass

Minimalism vs. Maximalism: Differences, Similarities, and Use Cases

Minimalism vs. Maximalism: Differences, Similarities, and Use Cases- compare and contrast essay example

Sample lines: “Maximalists love shopping, especially finding unique pieces. They see it as a hobby—even a skill—and a way to express their personality. Minimalists don’t like shopping and see it as a waste of time and money. They’d instead use those resources to create memorable experiences. Maximalists desire one-of-a-kind possessions. Minimalists are happy with duplicates—for example, personal uniforms. … Minimalism and maximalism are about being intentional with your life and belongings. It’s about making choices based on what’s important to you.”

Read the full essay: Minimalism vs. Maximalism: Differences, Similarities, and Use Cases at Minimalist Vegan

Vegetarian vs. Meat Eating: Is It Better To Be a Vegetarian?

Sample lines: “You’ve heard buzz over the years that following a vegetarian diet is better for your health, and you’ve probably read a few magazine articles featuring a celeb or two who swore off meat and animal products and ‘magically’ lost weight. So does ditching meat automatically equal weight loss? Will it really help you live longer and be healthier overall? … Vegetarians appear to have lower low-density lipoprotein cholesterol levels, lower blood pressure  and lower rates of hypertension and type 2 diabetes than meat eaters. Vegetarians also tend to have a lower body mass index, lower overall cancer rates and lower risk of chronic disease. But if your vegetarian co-worker is noshing greasy veggie burgers and fries every day for lunch, is he likely to be healthier than you, who always orders the grilled salmon? Definitely not!”

Read the full essay: Vegetarian vs. Meat Eating: Is It Better To Be a Vegetarian? at WebMD

Healthcare Compare and Contrast Essay Examples

Similarities and differences between the health systems in australia & usa.

Sample lines: “Australia and the United States are two very different countries. They are far away from each other, have contrasting fauna and flora, differ immensely by population, and have vastly different healthcare systems. The United States has a population of 331 million people, compared to Australia’s population of 25.5 million people.”

Read the full essay: Similarities and Differences Between the Health Systems in Australia & USA at Georgia State University

Universal Healthcare in the United States of America: A Healthy Debate

Universal Healthcare in the United States of America: A Healthy Debate

Sample lines: “Disadvantages of universal healthcare include significant upfront costs and logistical challenges. On the other hand, universal healthcare may lead to a healthier populace, and thus, in the long-term, help to mitigate the economic costs of an unhealthy nation. In particular, substantial health disparities exist in the United States, with low socio-economic status segments of the population subject to decreased access to quality healthcare and increased risk of non-communicable chronic conditions such as obesity and type II diabetes, among other determinants of poor health.”

Read the full essay: Universal Healthcare in the United States of America: A Healthy Debate at National Library of Medicine

Pros and Cons of Physician Aid in Dying

Sample lines: “Physician aid in dying is a controversial subject raising issues central to the role of physicians. … The two most common arguments in favor of legalizing AID are respect for patient autonomy and relief of suffering. A third, related, argument is that AID is a safe medical practice, requiring a health care professional. … Although opponents of AID offer many arguments ranging from pragmatic to philosophical, we focus here on concerns that the expansion of AID might cause additional, unintended harm through suicide contagion, slippery slope, and the deaths of patients suffering from depression.”

Read the full essay: Pros and Cons of Physician Aid in Dying at National Library of Medicine

Animals Compare and Contrast Essay Examples

Compare and contrast paragraph—dogs and cats.

Compare and Contrast Paragraph—Dogs and Cats- compare and contrast essay example

Sample lines: “Researchers have found that dogs have about twice the number of neurons in their cerebral cortexes than what cats have. Specifically, dogs had around 530 million neurons, whereas the domestic cat only had 250 million neurons. Moreover, dogs can be trained to learn and respond to our commands, but although your cat understands your name, and anticipates your every move, he/she may choose to ignore you.”

Read the full essay: Compare and Contrast Paragraph—Dogs and Cats at Proofwriting Guru via YouTube

Giddyup! The Differences Between Horses and Dogs

Sample lines: “Horses are prey animals with a deep herding instinct. They are highly sensitive to their environment, hyper aware, and ready to take flight if needed. Just like dogs, some horses are more confident than others, but just like dogs, all need a confident handler to teach them what to do. Some horses are highly reactive and can be spooked by the smallest things, as are dogs. … Another distinction between horses and dogs … was that while dogs have been domesticated , horses have been  tamed. … Both species have influenced our culture more than any other species on the planet.”

Read the full essay: Giddyup! The Differences Between Horses and Dogs at Positively Victoria Stilwell

Exotic, Domesticated, and Wild Pets

Sample lines: “Although the words ‘exotic’ and ‘wild’ are frequently used interchangeably, many people do not fully understand how these categories differ when it comes to pets. ‘A wild animal is an indigenous, non-domesticated animal, meaning that it is native to the country where you are located,’ Blue-McLendon explained. ‘For Texans, white-tailed deer, pronghorn sheep, raccoons, skunks, and bighorn sheep are wild animals … an exotic animal is one that is wild but is from a different continent than where you live.’ For example, a hedgehog in Texas would be considered an exotic animal, but in the hedgehog’s native country, it would be considered wildlife.”

Read the full essay: Exotic, Domesticated, and Wild Pets at Texas A&M University

Should Zoos Be Banned? Pros & Cons of Zoos

Should Zoos Be Banned? Pros & Cons of Zoos

Sample lines: “The pros and cons of zoos often come from two very different points of view. From a legal standard, animals are often treated as property. That means they have less rights than humans, so a zoo seems like a positive place to maintain a high quality of life. For others, the forced enclosure of any animal feels like an unethical decision. … Zoos provide a protected environment for endangered animals, and also help in raising awareness and funding for wildlife initiatives and research projects. … Zoos are key for research. Being able to observe and study animals is crucial if we want to contribute to help them and repair the ecosystems. … Zoos are a typical form of family entertainment, but associating leisure and fun with the contemplation of animals in captivity can send the wrong signals to our children.”

Read the full essay: Should Zoos Be Banned? Pros & Cons of Zoos at EcoCation

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Home — Essay Samples — Literature — The Outsiders — Compare and Contrast Socs and Greasers

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Compare and Contrast Socs and Greasers

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Published: Jun 13, 2024

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Differences in appearance, differences in behavior, differences in social status, similarities and common ground, bibliography.

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Research and application of the median filtering method in enhancing the imperceptibility of perturbations in adversarial examples.

apush compare and contrast essay examples

1. Introduction

2. related works, 2.1. object detection, 2.2. adversarial attack methods for object detection, 2.2.1. attack methods based on optimization iteration, 2.2.2. attack methods based on generative adversarial network, 3.1. improvements based on median filtering, 3.1.1. median filtering, 3.1.2. network framework, 3.2. loss functions, 4. experiments, 4.1. experimental setup, 4.1.1. datasets, 4.1.2. object model, 4.1.3. experiment details, 4.2. metrics, 4.2.1. visual quality evaluation metrics, 4.2.2. attack evaluation metrics, 4.3. experiment and result analysis, 4.3.1. visual perception experiment, 4.3.2. comparison experiments of different filters, 4.3.3. comparative experiments on coco dataset, 5. conclusions, author contributions, data availability statement, conflicts of interest.

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Click here to enlarge figure

SSIMPSNRLPIPS
Adversarial example0.82729.0020.363
K = 30.96936.9660.056
K = 50.98239.7480.024
K = 70.98741.4570.014
K = 90.99042.6010.010
K = 110.99143.4070.008
MedianMeanGaussianBilateral
Pic. 1SSIM0.9720.9410.9250.912
PSNR38.11736.05335.04334.370
LPIPS0.0750.1390.1780.198
Pic. 2SSIM0.9770.9490.9380.930
PSNR35.90234.04233.17432.633
LPIPS0.0470.1170.1560.173
SSIMPSNRLPIPS
Median + Mean0.98038.2840.029
Median + Gaussian0.97938.0680.034
Median + Bilateral0.97837.9400.037
Mean + Gaussian0.96636.8420.075
Mean + Bilateral0.96436.6120.080
Gaussian + Bilateral0.95836.0270.096
ASR
Adversarial example0.885
K = 30.780
K = 50.764
K = 70.761
K = 90.760
K = 110.753
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Share and Cite

He, Y.; Dong, Y.; Sun, H. Research and Application of the Median Filtering Method in Enhancing the Imperceptibility of Perturbations in Adversarial Examples. Electronics 2024 , 13 , 2458. https://doi.org/10.3390/electronics13132458

He Y, Dong Y, Sun H. Research and Application of the Median Filtering Method in Enhancing the Imperceptibility of Perturbations in Adversarial Examples. Electronics . 2024; 13(13):2458. https://doi.org/10.3390/electronics13132458

He, Yiming, Yanhua Dong, and Hongyu Sun. 2024. "Research and Application of the Median Filtering Method in Enhancing the Imperceptibility of Perturbations in Adversarial Examples" Electronics 13, no. 13: 2458. https://doi.org/10.3390/electronics13132458

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  1. APUSH Compare and Contrast Examples

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  1. Week 2: Compare OR Contrast Essay

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  1. PDF AP United States History

    AP® U.S. History 2021 Scoring Guidelines. Row D Analysis and Reasoning (0-2 points) 0 points. Does not meet the criteria for one point. 1 point. Uses historical reasoning (e.g., comparison, causation, continuity and change) to frame or structure an argument that addresses the prompt. 2 points.

  2. PDF AP United States History SCORING GUIDELINES

    Examples that earn this point include: "New technologies fostered tremendous changes in U.S. industry between 1865 and 1900 by expanding the scale of industrial production.". "New technologies changed U.S. industry by accelerating the pace of changes introduced in earlier periods.".

  3. Long Essay Question (LEQ)

    Compare and Contrast: Historical thinking involves the ability to describe, compare, and evaluate multiple historical developments within one society, one or more developments across or between different societies, and in various chronological orders. Example: Compare and Contrast the colonies in the Chesapeake with the New England colonies. Be ...

  4. PDF 2021 AP Exam Administration Sample Student Responses

    Title. 2021 AP Exam Administration Sample Student Responses - AP U.S. History Long Essay Question 4. Author. College Board. Subject. 2021 AP Exam Administration: Student Samples and Commentary. Keywords.

  5. PDF AP U.S. History Sample Questions

    These sample exam questions were originally included in the AP U.S. History Curriculum Framework, published in fall 2012. The AP U.S. History Course and Exam Description, which is out now, includes that curriculum framework, along with a new, unique set of exam questions. Because we want teachers to have access to all available questions that ...

  6. The Ultimate APUSH DBQ Guide: Rubric, Examples, and More!

    Of the two free response questions, one is a long essay (worth 15%) and one is a DBQ. This means that the sole DBQ is, by itself, worth 25% of your total grade, making it the single most heavily-weighted question on the APUSH exam.. The APUSH DBQ will consist of a single open-ended prompt.To answer it, you'll have to create a persuasive argument that uses the documents you've been given on ...

  7. PDF Writing in AP U.S. History

    Let's take a look at a basic prompt, a simple way to set up the essay, and a sample of a thesis statement. In a compare / contrast essay your argument is whether there are more similarities or more difference between the two things under investigation. Prompt: Compare and contrast the cities of and Irish's experiences with Bridgeport and ...

  8. PDF College Board

    College Board

  9. How to Write a DBQ Essay for APUSH

    As I stated in a previous post on what the APUSH exam is all about, the goal of the exam is to test your historical thinking skills. Historians write arguments based on documents, and for this exam, you will, too. For a DBQ essay, you will receive several documents of varying length. You will be asked to respond to some historical prompt that ...

  10. Sample Compare and Contrast Essay

    Through the skilled use of diction, tone, and appeal to emotion in his Second Inaugural Address, Lincoln gained enough support from the American citizens to win the Civil War and successfully reunite the Union. Like Lincoln, Douglass had a very clear, singular purpose in making his speech: to gain civil liberties for blacks.

  11. 4 Steps to Writing a Good APUSH Long Essay on Your Exam

    The prompts fall into 4 categories: Patterns of connectivity (argue whether history changed or remained the same) Compare and contrast. Causation. Periodization. No matter which type of essay you face, here are 4 steps to help you write a good APUSH long essay.

  12. PDF Essay Prompts Reworded by Period 2017

    2011 (B) - #2 (a): Compare and contrast the European imperial goals in North America between 1580 and 1763. 2011 (B) - #2 (b): Compare and contrast the British, French, and Spanish imperial goals in North American between 1580 and 1763. 2010 - #1 (a): Explain how the ideas and values of various groups influenced the political, economic,

  13. APUSH Period 6

    Study with Quizlet and memorize flashcards containing terms like Compare and contrast the patterns of immigration in the period 1840 to 1860 to the patterns of immigration in the period 1880 to 1900. In the development of your argument, explain the reasons for the similarities and differences. (Historical Thinking Skill: Comparison) Thesis, Compare and contrast the patterns of immigration in ...

  14. How to Write Effective Compare and Contrast Essays: Tips and Examples

    4. Provide evidence: Support your comparisons with evidence from the subjects you are analyzing. This could include quotes, statistics, or examples. 5. Use transitions: Transition words and phrases help to guide the reader through your essay and make it easier to follow your arguments. 6. Revise and edit: After you have written your essay, be ...

  15. PDF APUSH Essay Writing Quick Reference Chart

    APUSH Essay Writing Quick Reference Chart Hints for the Multiple Choice: 1. Read question and think of an answer BEFORE you look at the documents. 2. Use hints on the document to help you with the question (author, date, and where it was published). Hints for the Short Answer Questions: 1. Be brief but specific and ANSWER the QUESTION. 2.

  16. LEQ overview and sample prompts

    LEQ Practice benson apush writing workshop there are three types of essay questions on the ap history exam. the first is the short answer question, which ... Compare and Contrast Compare and contrast the differences between the Spanish settlements in the Southwest and the English colonies in New England in the seventeenth century with respect ...

  17. AP United States History Exam

    Recommended time: 40 Minutes | 15% of Exam Score. Students explain and analyze significant issues in U.S. history. Students develop an argument supported by an analysis of historical evidence. The question choices focus on the same skills and the same reasoning process (e.g., comparison, causation, or continuity and change), but students choose ...

  18. Comparing and Contrasting in an Essay

    Making effective comparisons. As the name suggests, comparing and contrasting is about identifying both similarities and differences. You might focus on contrasting quite different subjects or comparing subjects with a lot in common—but there must be some grounds for comparison in the first place. For example, you might contrast French ...

  19. PDF How to Write a Compare Contrast Thesis

    Things to Remember. Note the key words in this essay prompt: compare and contrast. This means you must write a thesis that expresses what Judaism and Christianity had in common and where they were different. In short, your thesis must address the comparison. 2) Your thesis (and essay) should stay within the parameters of the question or prompt.

  20. 5 Compare and Contrast Essay Examples (Full Text)

    Here they are explained below: 1. Essay Planning. First, I recommend using my compare and contrast worksheet, which acts like a Venn Diagram, walking you through the steps of comparing the similarities and differences of the concepts or items you're comparing. I recommend selecting 3-5 features that can be compared, as shown in the worksheet:

  21. Ultimate Guide to Writing a Comparison Essay: Tips and Examples

    Make sure they have enough similarities and differences to make a meaningful comparison. 2. Brainstorm key points: Once you have chosen the subjects, brainstorm the key points you want to compare and contrast. These could include characteristics, features, themes, or arguments related to each subject. 3.

  22. Sample Compare and Contrast Essay

    Langston Hughes: Comparison and Contrasting Essay. by Feross Aboukhadijeh. Langston Hughes was a central figure in the Harlem Renaissance, the flowering of African-American literature and artistic forms in Manhattan during the 1920s. Not only did his writing promote African-American culture, but it sought to bring attention to the plight of the ...

  23. 34 Compelling Compare and Contrast Essay Examples

    Compare and Contrast Paragraph—Dogs and Cats. Sample lines: "Researchers have found that dogs have about twice the number of neurons in their cerebral cortexes than what cats have. Specifically, dogs had around 530 million neurons, whereas the domestic cat only had 250 million neurons.

  24. Comparison and Contrast of Benvolio and Tybalt

    Body Difference in Personality. Benvolio and Tybalt possess distinct personalities that set them apart from one another. Benvolio is known for his calm and rational nature, always striving to maintain peace and avoid unnecessary conflicts.

  25. Compare and Contrast Socs and Greasers

    Differences in Appearance. One of the most visible contrasts between Socs and Greasers lies in their appearance. The Socs, short for "Socials," are portrayed as affluent and stylish individuals who adhere to societal norms.

  26. Electronics

    In the field of object detection, the adversarial attack method based on generative adversarial network efficiently generates adversarial examples, thereby significantly reducing time costs. However, this approach overlooks the imperceptibility of perturbations in adversarial examples, resulting in poor visual performance and insufficient invisibility of the generated adversarial examples. To ...