• Home
  • Tools dropdown img
    • Spreadsheet Charts

      • ChartExpo for Google Sheets
      • ChartExpo for Microsoft Excel
    • Power BI Charts

      • Power BI Custom Visuals by ChartExpo
    • Word Cloud

  • Charts dropdown img
    • Chart Category

      • Bar Charts
      • Circle Graphs
      • Column Charts
      • Combo Charts
      • Comparison Charts
      • Line Graphs
      • PPC Charts
      • Sentiment Analysis Charts
      • Survey Charts
    • Chart Type

      • Box and Whisker Plot
      • Clustered Bar Chart
      • Clustered Column Chart
      • Comparison Bar Chart
      • Control Chart
      • CSAT Score Bar Chart
      • CSAT Score Survey Chart
      • Dot Plot Chart
      • Double Bar Graph
      • Funnel Chart
      • Gauge Chart
      • Likert Scale Chart
      • Matrix Chart
      • Multi Axis Line Chart
      • Overlapping Bar Chart
      • Pareto Chart
      • Radar Chart
      • Radial Bar Chart
      • Sankey Diagram
      • Scatter Plot Chart
      • Slope Chart
      • Sunburst Chart
      • Tornado Chart
      • Waterfall Chart
      • Word Cloud
    • Google Sheets
      Microsoft Excel
  • Services
  • Pricing
  • Blog
  • Support dropdown img
      • Gallery
      • Videos
      • Contact Us
      • FAQs
      • Resources
    • Accessible Support

      for Your Journey

Categories
All Data Visualizations Data Analytics Data Stories
Add-ons
  • Google Sheets
  • Microsoft Excel
  • Power BI
All Data Visualizations Data Analytics
Data Stories
  • Healthcare
Add-ons
  • Google Sheets
  • Microsoft Excel
  • Power BI

We use cookies

This website uses cookies to provide better user experience and user's session management.
By continuing visiting this website you consent the use of these cookies.

Ok

ChartExpo Survey



Home > Blog > Data Visualization > Add-ons > Microsoft Excel >

Likert Scale: Definition, Examples, and Analysis

What is a Likert scale? And why does it matter?

This topic may seem dry on the surface. But don’t just click away. It sure will leave you with a newfound appreciation for the power of measurement and data analysis.

Likert Scale Definition Examples Types

Yes, you read that right.

If you’re anything like us, you’ve filled out a Likert scale survey at some point. You may have encountered it in your academic research, job interview, etc., Or even in your daily life without realizing it.

After all, who hasn’t been asked to rate something on a scale of 1 to 5?

This guide will take you on a journey through the history and purpose of the Likert scale.

The Likert scale is used to gauge people’s viewpoints toward a certain subject. A rating system that enables participants to express their level of accord or discord with a statement.

What makes the Likert scale so special?

It measures attitudes and opinions with all the subtlety of a cat burglar. Plus, it can analyze data on a large scale. Thus, it has the potential to uncover valuable insights that might otherwise go unnoticed.

Therefore, don’t be fooled by its simplicity – the Likert scale can reveal complex behavior and thought patterns.

How?

Let’s find out.

Table of Content:

  1. What is a Likert Scale?
  2. Importance of the Likert Scale
  3. Types of Likert Scales
  4. Likert Scale Questions
  5. Likert Scale Examples
  6. Advantages of the Likert Scale
  7. Likert Scale Best Practices
  8. How to Analyze Likert Scale Data?
  9. Wrap Up

What is a Likert Scale?

First, a bit of history. The Likert scale was developed by psychologist Rensis Likert in 1932. He used it to measure attitudes toward certain topics. The original scale consisted of five points, ranging from “strongly agree” to “strongly disagree.”

Back then, it was just a simple summative scale. But now, it has evolved to include various scales and response options. It’s like the Pokemon of research methods – it just keeps evolving.

Now, let’s define the Likert scale.

The Likert scale is a psychometric scale used in survey research to measure people’s attitudes, beliefs, and opinions.

How does it work?

It consists of a series of statements that express a particular viewpoint on a topic. Respondents rate their agreement or disagreement with each statement using the defined scale.

Importance of the Likert Scale

The Likert scale is an essential tool in research and surveys.

Why?

It enables researchers to gauge how strongly people feel about things. It offers a quantifiable measurement of subjective data, making analysis and interpretation a breeze. In addition, the scale allows for comparing responses across various groups and over time.

This data is valuable for studying variable relationships and influencing decisions.

Let’s look at a list of reasons why the Likert scale is important:

  1. Provides quantitative data: The Likert scale allows for the collection of numerical data. This makes the analysis and comparison of results easier.
  2. Measures attitudes: The scale is commonly used to measure attitudes, opinions, and beliefs on various topics.
  3. Easy to administer: Likert scale surveys are easy to administer, and respondents have an easy time completing them.
  4. Flexible: The scale can be adapted to a wide range of research topics and can incorporate different response options.
  5. Reliability: The Likert scale consistently measures what it is intended to measure.
  6. Widely used: The scale is widely used in research, making it a valuable tool for comparing results across studies.
  7. Provides actionable insights: It provides insights that can inform decision-making and improve outcomes in various fields.
  8. Allows for comparison across groups: Researchers can compare the responses of different groups using the Likert scale. This can provide valuable insights into differences between populations.

Types of Likert Scale

Understanding the different types of Likert scales can help you gather more accurate and insightful data. The Likert scale is in two main categories; the Even and Odd Likert scales.

  1. Even Likert Scale

An equal number of positive and negative response options characterizes the even Likert scale. This type of scale is best used when no neutral response option is required. Also, when you want your respondents to take a stand.

Here are some examples of even Likert scales:

  • 4-Point Likert Scale

The 4-point Likert scale presents respondents with four response options, thus its name. It is a straightforward and efficient survey data collection method. Therefore, it is a perfect choice when you need to keep your survey brief and uncomplicated.

Even Likert Scale 4-Point Likert Scale
  • 6-Point Likert Scale

A 6-point Likert scale consists of six response options. For example, extremely satisfied, very satisfied, somewhat satisfied, somewhat dissatisfied, very dissatisfied, and extremely dissatisfied. This scale is ideal when you want a more nuanced understanding of participants’ attitudes.

Even Likert Scale 6-Point Likert Scale
  • 8-Point Likert Scale

An 8-point Likert scale has eight response options. This scale is best used to measure the strength and direction of attitudes.

Even Likert Scale 8-Point Likert Scale
  • 10-Point Likert Scale

A 10-point Likert scale consists of ten response options. It provides more granularity and precision, allowing you to gather more detailed and nuanced data. However, it can lead to respondent fatigue, confusion, and data analysis and interpretation difficulties. Therefore, it is essential to use the 10-point Likert scale judiciously. And with careful consideration of the research objectives and target audience.

Even Likert Scale 10-Point Likert Scale
  1. Odd Likert Scale

An odd number of response options characterizes the odd Likert scale. Most importantly, this scale has a neutral option in the middle. Therefore, it is best used when you want to provide a neutral response option.

Here are some examples of odd Likert scales:

  • 3-Point Likert Scale

A 3-point Likert scale consists of three response options such as agree, neutral, and disagree. This scale is ideal when you want to gauge opinions quickly.

However, it is essential to note that a 3-point Likert scale provides little detail. Therefore, it may not be ideal for more complex research questions.

Odd Likert Scale 3-Point Likert Scale
  • 5-Point Likert Scale

A 5-point Likert scale contains five response options. It is one of the most commonly used scales in survey research. It measures the degree of agreement or disagreement with a statement, ranging from “Strongly Agree” to “Strongly Disagree.” This scale strikes a balance between providing enough detail while also being easy for respondents to use.

Odd Likert Scale 5-Point Likert Scale
  • 7-Point Likert Scale

A 7-point Likert scale has seven response options. While still manageable for respondents, it provides more granularity than the 5-point, 4-point, or 3-point scales. However, it can still lead to respondent fatigue and may not be suitable for all research questions.

Odd Likert Scale 7-Point Likert Scale
  • 9-Point Likert Scale

There are nine response options on a 9-point Likert scale. Compared to the 7-point scale, it provides more detail, enabling you to capture more response variability. As a result, this scale might be better suited for investigations that call for more in-depth responses. Or for participants who have a deeper understanding of the subject.

Odd Likert Scale 9-Point Likert Scale

Likert Scale Questions

Are you ready to rate experiences? Whether it’s customer satisfaction or product quality, there’s no need to hold back. Likert scale questions are structured to elicit meaningful responses from respondents.

But what makes a good Likert scale question?

It’s all about balance. Questions should be clear and concise, with equal emphasis on both positive and negative statements. Avoid leading questions and keep the language neutral.

Do you need some inspiration?

Here are Likert scale questions examples to get you started:

  • 5-Point Likert Scale Questions

Here is an example of a 5-point Likert scale question.

How satisfied are you with the quality of service you received?

  • Very satisfied
  • Satisfied
  • Neither satisfied nor dissatisfied
  • Dissatisfied
  • Very dissatisfied
  • 6-Point Likert Scale Questions

Below is an example of a 6-point Likert scale question.

How likely are you to recommend our product to a friend or colleague?

  • Very unlikely
  • Unlikely
  • Somewhat unlikely
  • Somewhat likely
  • Likely
  • Very likely
  • 7-Point Likert Scale Questions

Here is an example of a 7-point Likert scale question;

To what extent do you agree with the statement, ‘I feel valued by my employer’?

  • Strongly Agree
  • Agree
  • Somewhat Agree
  • Neither Agree nor Disagree
  • Somewhat Disagree
  • Disagree
  • Strongly Disagree
  • 8 Point Likert Scale Questions

Here is an example of an 8-point Likert scale question.

How satisfied are you with the quality of the food at our restaurant?

  • Extremely dissatisfied
  • Very dissatisfied
  • Moderately dissatisfied
  • Slightly dissatisfied
  • Slightly satisfied
  • Moderately satisfied
  • Very satisfied
  • Extremely satisfied
  • 9-Point Likert Scale Questions

Below is an example of a 9-point Likert scale question

How likely are you to attend our event next year?

  • Extremely Likely
  • Very Likely
  • Moderately Likely
  • Slightly Likely
  • Neither Likely nor Unlikely
  • Slightly Unlikely
  • Moderately Unlikely
  • Very Unlikely
  • Extremely Unlikely

Likert Scale Examples

Likert scales can range from simple to complex and have vast applications in fields. They provide a reliable and valid way to measure subjective experiences. Let’s explore some Likert scale examples and discover the versatility and usefulness of this measurement tool.

  • Likert Scale for Satisfaction

A Likert satisfaction scale gauges how satisfied a person is with a particular product, service, or experience. The results can be used to identify patterns in consumer behavior or measure satisfaction levels over time. Consequently, inform decision-making processes for businesses and organizations.

Below is an example of a Likert satisfaction scale;

  • Very satisfied
  • Satisfied
  • Neither satisfied nor dissatisfied
  • Dissatisfied
  • Very dissatisfied

Let’s look at some instances where you can use a Likert scale for satisfaction.

Customer Satisfaction

A Likert scale for measuring customer satisfaction includes statements about customers’ experience with a product or service. Respondents indicate their level of satisfaction or dissatisfaction on a scale ranging from very satisfied to very dissatisfied.

Example

How satisfied are you with your recent purchase?

  • Very dissatisfied
  • Somewhat dissatisfied
  • Neutral
  • Somewhat satisfied
  • Very satisfied

Employee Satisfaction

A Likert scale for employee satisfaction involves work-related issues such as job security, work-life balance, and compensation. Employees indicate on a scale how satisfied or dissatisfied they are with a particular subject.

Example

How satisfied are you with your current job?

  • Extremely satisfied
  • Very satisfied
  • Somewhat satisfied
  • Slightly satisfied
  • Neither satisfied nor dissatisfied
  • Slightly dissatisfied
  • Somewhat dissatisfied
  • Very dissatisfied
  • Extremely dissatisfied

Patient Satisfaction

A Likert scale for patient satisfaction includes statements about issues such as;

  • The quality of care
  • Communication with healthcare providers
  • Overall experience with a healthcare facility.

Patients express their satisfaction or dissatisfaction on a scale ranging from very satisfied to very dissatisfied.

Example

How satisfied are you with the care you received?

  • Very satisfied
  • Satisfied
  • Neither satisfied nor dissatisfied
  • Dissatisfied
  • Very dissatisfied

Event Feedback

Event organizers use a Likert scale for event feedback to gauge how attendees perceive the event. Typically, it includes statements about the event’s location, organization, and activities. Respondents use the scale to indicate their satisfaction or dissatisfaction with each statement.

Example

How satisfied are you with the event organization?

  • Very dissatisfied
  • Somewhat dissatisfied
  • Neutral
  • Somewhat satisfied
  • Very satisfied

Market Research

A Likert scale for market research involves a product or service’s features, pricing, and overall value. Respondents express their satisfaction or dissatisfaction on the Likert scale. This helps to inform decision-making on issues such as product development and optimization.

Example

How satisfied are you with the quality of our product?

  • Very dissatisfied
  • Somewhat dissatisfied
  • Neutral
  • Somewhat satisfied
  • Very satisfied
  • Likert Scale for Frequency

Using a Likert scale for frequency can provide valuable insights into audience behavior. Therefore, it can be useful in market research for understanding consumer habits and preferences. Below is an example of a Likert scale for frequency.

  • Never
  • Rarely
  • Sometimes
  • Often
  • Very often
  • Likert Scale for Likelihood

The Likert scale is widely used for measuring likelihood and can be adapted to suit different research needs. It asks respondents to rate the likelihood of something happening shown in the examples below;

Purchase Intent

How likely are you to purchase this product?

  • Extremely likely
  • Very likely
  • Somewhat likely
  • Neither likely nor unlikely
  • Somewhat unlikely
  • Very unlikely
  • Extremely unlikely

Brand Loyalty

How likely are you to use this brand again?

  • Very unlikely
  • Somewhat unlikely
  • Neutral
  • Somewhat likely
  • Very likely
  • Likert Scale for Agreement

The Likert scale is commonly used for measuring agreement or disagreement with a statement. It consists of a statement or question followed by a range of response options. Respondents choose the option that best reflects their agreement or disagreement with the statement.

Attitude

To what extent do you agree with the following statement: “I support this policy.”

  • Strongly agree
  • Agree
  • Somewhat agree
  • Neither agree nor disagree
  • Somewhat disagree
  • Disagree
  • Strongly disagree

Perception

To what extent do you agree with the statement, “This company is innovative.”

  • Strongly agree
  • Agree
  • Somewhat agree
  • Neither agree nor disagree
  • Somewhat disagree
  • Disagree
  • Strongly disagree

Advantages of the Likert Scale

The Likert scale has been a game-changer in data collection and analysis. It provides a clear and concise way to measure attitudes and opinions. Let me show you why it’s the coolest thing since sliced bread (and maybe even cooler than that).

  • Easy to use: The response options are clearly and concisely presented. This makes it simple for respondents to understand and complete. Therefore, you can swiftly get information from a large sample of responders.
  • Reliable data: The response options are carefully constructed to measure the construct under study. These options are also accompanied by clear instructions to ensure consistency among respondents.
  • Quantifiable answer options. This allows you to analyze and interpret the data collected easily. Thus, you can draw meaningful conclusions from the results.
  • Allows for easy comparison: You can compare different groups or individuals, as the answer options are standardized and easily comparable.
  • Cost-effective: Developing and administering a Likert scale questionnaire is relatively inexpensive. This makes it a popular choice for researchers working with limited budgets.
  • You can use the Likert scale in a wide range of research contexts. You can tailor it to suit different research questions.
  • Measures subjective attitudes: The Likert scale effectively measures subjective attitudes such as beliefs, values, and opinions.

Likert Scale Best Practices

Honestly, getting people to commit to a decision is like pulling teeth. But with a Likert scale, you can make your survey enticing and easy to respond to.

How?

Follow these best practices for using the Likert scale:

  • Avoid double-barreled questions: Double-barreled questions ask about two different things at once. For example, “How satisfied are you with the service and the price?” This can lead to confusion and incorrect responses.
  • Use clear, simple language: Use a language that is easy to understand. Avoid jargon or technical terms that may be unfamiliar to respondents.
  • Provide balanced response options: Provide an equal number of positive and negative response options to ensure a balanced scale.
  • Avoid biased wording: Avoid using biased or leading words, which can influence respondents’ answers. For example, instead of asking “How much do you agree with the statement: ‘This product is the best on the market?'” ask “To what extent do you agree with the statement: ‘This product is a good option?'”
  • Provide a neutral option: A neutral option allows respondents to indicate a lack of a strong opinion or feeling about the topic. Without a neutral choice, respondents may feel pressured to choose a response that doesn’t reflect their genuine feelings.
  • Randomize response options: Randomize the order of response options to prevent bias and order effects.
  • Pretest: Pretest the survey with a small sample of respondents to identify any issues with wording, clarity, or comprehensibility.

In the next section, you will learn how to analyze Likert scale data in Excel.

How to Analyze Likert Scale Data?

Are you struggling to make sense of your Likert scale data in Excel? Do you find analyzing and interpreting the data to draw meaningful insights challenging?

Worry no more – ChartExpo is here to simplify your data analysis.

How?

With ChartExpo, you can turn your Likert scale data into visualizations that unveil patterns, trends, and correlations. This cutting-edge tool offers a variety of chart types to cater to your specific needs and preferences.

Whether you’re a curious researcher, detail-oriented analyst, or savvy business owner does not matter. ChartExpo equips you with all the necessary tools to extract meaningful information from your data.

Why ChartExpo?

Benefits of Using ChartExpo

  • ChartExpo’s user-friendly interface makes it easy to create interactive data visualizations. Therefore, you can say goodbye to complex coding and hello to effortless chart-making.
  • With ChartExpo, you have the freedom to customize charts in Excel and Google Sheets to your liking. Adjust the colors, fonts, and styles to match your brand or personal preferences seamlessly.
  • Get more bang for your buck with ChartExpo. Enjoy a free 7-day trial and a $10 monthly plan, and create insightful charts without breaking the bank.

How to Install ChartExpo in Excel?

  1. Open your Excel application.
  2. Open the worksheet and click the “Insert” menu.
  3. You’ll see the “My Apps” option.
  4. In the office Add-ins window, click “Store” and search for ChartExpo on my Apps Store.
  5. Click the “Add” button to install ChartExpo in your Excel.

ChartExpo charts are available both in Google Sheets and Microsoft Excel. Please use the following CTA’s to install the tool of your choice and create beautiful visualizations in a few clicks in your favorite tool.

Let’s say you have the data from a Likert scale customer satisfaction survey, as shown in the table below.

How satisfied were you with the cleanliness of your room? How satisfied were you with the comfort of your bed? How satisfied were you with the level of noise in your room? How satisfied were you with the quality of the food at the hotel restaurant?
Extremely Satisfied Dissatisfied Neutral Satisfied
Extremely Satisfied Neutral Extremely Satisfied Neutral
Neutral Neutral Extremely Dissatisfied Extremely Satisfied
Satisfied Extremely Dissatisfied Dissatisfied Neutral
Extremely Satisfied Dissatisfied Satisfied Extremely Dissatisfied
Satisfied Dissatisfied Satisfied Neutral
Extremely Dissatisfied Neutral Extremely Satisfied Satisfied
Neutral Satisfied Neutral Neutral
Extremely Dissatisfied Extremely Satisfied Extremely Satisfied Satisfied
Extremely Satisfied Extremely Dissatisfied Satisfied Neutral
Dissatisfied Neutral Extremely Satisfied Extremely Dissatisfied
Neutral Neutral Extremely Dissatisfied Neutral
Dissatisfied Neutral Extremely Satisfied Dissatisfied
Neutral Extremely Satisfied Satisfied Extremely Dissatisfied
Neutral Extremely Satisfied Dissatisfied Extremely Satisfied
Extremely Dissatisfied Extremely Satisfied Dissatisfied Neutral
Extremely Satisfied Satisfied Extremely Dissatisfied Extremely Dissatisfied
Dissatisfied Dissatisfied Satisfied Neutral
Satisfied Dissatisfied Extremely Satisfied Dissatisfied
Satisfied Extremely Satisfied Satisfied Satisfied

This table contains example data. Expect many responses and questions in real life.

  • To get started with ChartExpo, install ChartExpo in Excel.
  • Now Click on My Apps from the INSERT menu.
insert chartexpo in excel
  • Choose ChartExpo from My Apps, then click Insert.
open chartexpo in excel
  • Once it loads, choose the “Likert Scale Chart” from the charts list.
search likert scale chart in excel
  • Click the “Create Chart From Selection” button after selecting the data from the sheet, as shown.
Create Chart From Selection ce306
  • When you click the “Create Chart From Selection” button, you have to map responses with numbers manually. The Likert scale has this arrangement:
    • Extremely Dissatisfied = 1
    • Dissatisfied = 2
    • Neutral = 3
    • Satisfied = 4
    • Extremely Satisfied = 5
  • Once all is set, click the “Create Chart” button.
Map Likert Responses to Numbers ce306
  • ChartExpo will generate the visualization below for you.
Likert Scale Definition Examples Types 1
  • If you want to have the title of the chart, click on Edit Chart, as shown in the above image.
  • To change the title of the chart, click on the pencil icon that is available very next to Chart Header.
  • It will open the properties dialog. Under the Text section, you can add a heading in Line 1 and enable the Show Give the appropriate title of your chart and click on Apply button.
Apply title on Chart ce306
  • Let’s say you want to add text responses instead of numbers against every emoji.
  • Click the pencil icon next to the respective emoji. Expand the “Label” properties and write the required text. Then click the “Apply All” button.
  • Click the “Save Changes” button to persist the changes.
Apply label on Chart ce306
  • The final chart will look as below.
Likert Scale Definition Examples Types 2

Insights

  • 45% of customers reported being satisfied with room cleanliness, 30% expressed dissatisfaction, and 25% remained neutral.
  • 35% were satisfied with bed comfort, and 35% dissatisfied.
  • Regarding noise level, 60% were satisfied, and 30% were dissatisfied.
  • As for the checkout process, 30% were satisfied, and 30% were dissatisfied.
  • Overall;
    • 43% of customers were satisfied with the hotel services, with 23% extremely satisfied.
    • 31% expressed dissatisfaction, with 15% being extremely dissatisfied.
    • 26% maintained neutrality.

FAQs:

What is the 5-point Likert scale for?

The 5-point Likert scale is a rating scale with five response options. Typically, these responses range from “strongly disagree” to “strongly agree.” It is commonly used to measure attitudes or opinions in surveys or questionnaires.

How do you evaluate a Likert scale?

To evaluate a Likert scale, you analyze the distribution and variability of responses. Also, look out for any differences between groups or time periods. Finally, consider the reliability and validity of the scale.

What is the best Likert scale to use?

The best Likert scale depends on the specific research or evaluation question. You should choose a Likert scale appropriate for the level of granularity required for the study. Generally, the 5-point and 7-point Likert scales are common since they offer a good balance of response options.

How do you use a Likert scale in a questionnaire?

To use a Likert scale in a questionnaire;

  • Develop a series of statements or questions that respondents rate on a scale.
  • Provide clear, simple language and balanced response options.
  • Pilot-test the questionnaire.
  • Analyze the data using appropriate statistical methods.

How do you find the frequency of a Likert scale?

To find the frequency of a Likert scale, count the number of respondents who selected each response option. Then divide it by the total number of respondents.

Wrap Up

In conclusion, the Likert scale is a sturdy tool for research and data collection. Its simplicity and effectiveness make it ideal for gauging attitudes, opinions, and perceptions.

Furthermore, the Likert scale is flexible and customizable, making it a highly versatile tool. It is particularly useful for delving into intricate and diverse issues.

Why?

It allows for nuanced responses that capture the subtleties of the subject matter.

However, you should use it with caution as it has its limitations.

Analyzing Likert scale data can be daunting, but with ChartExpo, it doesn’t have to be. Using this innovative tool, you can transform your data into visualizations that inform your decision-making.

Why ChartExpo?

It has an intuitive interface, flexible customization choices, and reasonable pricing. This makes it an excellent Likert scale visualization tool for researchers, analysts, and business owners alike.

So, what are you waiting for?

Get started with ChartExpo today and elevate your data analysis game to new heights.

How much did you enjoy this article?

chartexpo ad
chartexpo ad
chartexpo ad
chartexpo ad
126484

Related articles

next previous
Microsoft Excel9 min read

Visualizing Data Using Customer Satisfaction Survey Software

Discover the best customer satisfaction survey software. You’ll also learn how to visualize and analyze survey results in Excel for actionable insights.

Microsoft Excel9 min read

How to Analyze Customer Experience Measures in Excel?

Learn how to measure and analyze customer experience using Excel. Discover the six key customer experience measures and how to create effective charts.

Microsoft Excel9 min read

How to Analyze Competitive Analysis Research Data in Excel?

Click here to learn how to effectively analyze competitive analysis research data in Excel with the best charts and visualization techniques.

Microsoft Excel9 min read

Mastering the Art of Analyzing and Interpreting Data in Excel

Learn the essential techniques for analyzing and interpreting data in Excel. We’ll show you how to create charts, interpret data, and unlock insights.

Microsoft Excel9 min read

How to Analyze Market Research Survey Data in Excel?

Learn how to conduct and analyze a market research survey. This guide also has the best market research questions to ask in your next survey.

ChartExpo logo

Turn Data into Visual
Stories

CHARTEXPO

  • Home
  • Gallery
  • Videos
  • Services
  • Pricing
  • Contact us
  • FAQs
  • Privacy policy
  • Terms of Service
  • Sitemap

TOOLS

  • ChartExpo for Google Sheets
  • ChartExpo for Microsoft Excel
  • Power BI Custom Visuals by ChartExpo
  • Word Cloud

CATEGORIES

  • Bar Charts
  • Circle Graphs
  • Column Charts
  • Combo Charts
  • Comparison Charts
  • Line Graphs
  • PPC Charts
  • Sentiment Analysis Charts
  • Survey Charts

TOP CHARTS

  • Sankey Diagram
  • Likert Scale Chart
  • Comparison Bar Chart
  • Pareto Chart
  • Funnel Chart
  • Gauge Chart
  • Radar Chart
  • Radial Bar Chart
  • Sunburst Chart
  • see more
  • Scatter Plot Chart
  • CSAT Score Bar Chart
  • CSAT Score Survey Chart
  • Dot Plot Chart
  • Double Bar Graph
  • Matrix Chart
  • Multi Axis Line Chart
  • Overlapping Bar Chart
  • Control Chart
  • Slope Chart
  • Clustered Bar Chart
  • Clustered Column Chart
  • Box and Whisker Plot
  • Tornado Chart
  • Waterfall Chart
  • Word Cloud
  • see less

RESOURCES

  • Blog
  • Resources
  • YouTube
SIGN UP FOR UPDATES

We wouldn't dream of spamming you or selling your info.

© 2023 ChartExpo, all rights reserved.