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The cost of Tableau certification can vary depending on the level of certification you are seeking. The Tableau Desktop Specialist certification, which is the entry-level certification, costs $250. The Tableau Desktop Professional certification costs $50 The Tableau Server Certified Associate certification costs $600. And the Tableau Certified Professional certification costs $1,000. Tableau also offers several bundle options that can save you money if you are planning on taking multiple certifications. For example, the Tableau Desktop and Server Bundle costs $750, and the Tableau Desktop, Server, and Professional Bundle costs $1,500.
In addition to the cost of the certification exam, you will also need to factor in the cost of training materials. Tableau offers a variety of training options, including online courses, instructor-led training, and self-study materials. The cost of these materials can vary depending on the option you choose.
Exam Code: TDS-C01
Exam Name: Tableau Desktop Specialist
Certification Provider: Tableau
Corresponding Certifications: Tableau Desktop Specialist, Tableau Certifications
| Category | Details |
| Certification Name | Tableau Desktop Specialist |
| Exam Cost | $59.99 (subject to change) |
| Currency | USD (prices may vary based on location) |
| Registration Platform | Dumpsarena.com |
| Additional Costs | Training Courses (Optional, varies by provider) |
| Discounts | 40-70% OFF |
The salary of a Tableau Certified Desktop Specialist can vary depending on several factors, including their experience, location, and industry. However, according to Salary.com, the average salary for a Tableau Certified Desktop Specialist in the United Kingdom is £45,000. Tableau Certified Desktop Specialists with more experience can earn significantly more than this average salary. For example, those with 5-9 years of experience can earn an average of £55,000, and those with 10 years of experience can earn an average of £65,000.
The location of a Tableau Certified Desktop Specialist can also affect their salary. For example, those working in London can earn an average of £50,000, while those working in other parts of the UK can earn an average of £40,000.
Finally, the industry in which a Tableau Certified Desktop Specialist works can also affect their salary. For example, those working in the financial services industry can earn an average of £55,000, while those working in the retail industry can earn an average of £40,000. Overall, the salary of a Tableau Certified Desktop Specialist can vary depending on some factors. However, the average salary for this role in the United Kingdom is £45,000.
The Tableau Desktop Specialist certification is valid for two years from the date you pass the exam. After two years, you will need to renew your certification by passing the exam again. Tableau recommends that you renew your certification every two years to ensure that you are up-to-date on the latest Tableau features and functionality. Tableau also offers several resources to help you prepare for your renewal exam, including online courses, instructor-led training, and self-study materials.
If you let your certification lapse, you will need to retake the exam to become certified again. However, you will not lose your previous certification experience or knowledge. This means that you will only need to focus on the new features and functionality that have been added to Tableau since you last took the exam.
Here are some tips for renewing your Tableau Desktop Specialist certification:
By following these tips, you can increase your chances of renewing your Tableau Desktop Specialist certification and staying up-to-date on the latest Tableau features and functionality.
To pass the Tableau Desktop Specialist certification exam, you need to score at least 70%. The exam consists of 60 multiple-choice questions, and you have 90 minutes to complete it.
The exam covers a wide range of topics, including:
To prepare for the exam, Tableau recommends that you have at least six months of experience using Tableau Desktop. You should also be familiar with the Tableau Desktop Specialist exam guide, which outlines the specific topics covered on the exam.
Tableau offers a variety of resources to help you prepare for the exam, including online courses, instructor-led training, and self-study materials. You can also find practice exams online to help you test your knowledge and identify areas where you need to improve.
On the day of the exam, be sure to arrive well-rested and focused. You should also bring a calculator and a pencil or pen with you. If you score at least 70% on the exam, you will earn the Tableau Desktop Specialist certification. This certification is valid for two years from the date you pass the exam.
Tableau Desktop Specialist certification dumps are collections of questions and answers that have been leaked from the actual exam. These dumps can be tempting to use as a way to quickly and easily pass the exam, but they are not a reliable or ethical way to prepare.
There are several reasons why you should avoid using Tableau Desktop Specialist certification dumps:
in the dumps, and the answers may be incorrect.
Instead of using certification dumps, you should focus on legitimately preparing for the exam. This includes studying the Tableau Desktop Specialist exam guide, taking practice exams, and using Tableau's resources to learn about the software.
By legitimately preparing for the exam, you can increase your chances of passing the exam and earning your certification. You will also be able to demonstrate that you have the skills and knowledge necessary to use Tableau Desktop effectively.
The Tableau Desktop Specialist certification is valid for two years from the date you pass the exam. After two years, you will need to renew your certification by passing the exam again. Tableau recommends that you renew your certification every two years to ensure that you are up-to-date on the latest Tableau features and functionality. Tableau also offers several resources to help you prepare for your renewal exam, including online courses, instructor-led training, and self-study materials. If you let your certification lapse, you will need to retake the exam to become certified again. However, you will not lose your previous certification experience or knowledge. This means that you will only need to focus on the new features and functionality that have been added to Tableau since you last took the exam.
Here are some tips for renewing your Tableau Desktop Specialist certification:
By following these tips, you can increase your chances of renewing your Tableau Desktop Specialist certification and staying up-to-date on the latest Tableau features and functionality.
The Tableau Desktop Specialist exam guide is a valuable resource for anyone preparing for the Tableau Desktop Specialist certification exam. The guide provides an overview of the exam topics, as well as detailed information on each topic.
The exam guide is divided into six sections:
Each section of the guide includes a list of objectives, which are the specific skills and knowledge that you need to demonstrate on the exam. The guide also includes examples and practice questions to help you understand the concepts and apply them to real-world scenarios.
You can download the Tableau Desktop Specialist exam guide for free from the Tableau website. The guide is also available in multiple languages. In addition to the exam guide, Tableau also offers several other resources to help you prepare for the exam, including online courses, instructor-led training, and self-study materials. You can also find practice exams online to help you test your knowledge and identify areas where you need to improve.
By using the exam guide and other resources, you can increase your chances of passing the Tableau Desktop Specialist certification exam and earning your certification.
Tableau Desktop Specialist is an entry-level certification that validates your ability to use Tableau Desktop to create and share data visualizations. This certification is ideal for individuals who are new to Tableau or who have limited experience using the software.
To earn the Tableau Desktop Specialist certification, you must pass the Tableau Desktop Specialist exam. The exam consists of 60 multiple-choice questions and you have 90 minutes to complete it. The exam covers a wide range of topics, including:
Tableau interface and navigation
Data sources and data preparation
Creating and editing visualizations
Working with calculations and filters
To prepare for the exam, Tableau recommends that you have at least six months of experience using Tableau Desktop. You should also be familiar with the Tableau Desktop Specialist exam guide, which outlines the specific topics covered on the exam. Tableau offers a variety of resources to help you prepare for the exam, including online courses, instructor-led training, and self-study materials. You can also find practice exams online to help you test your knowledge and identify areas where you need to improve.
Earning the Tableau Desktop Specialist certification demonstrates that you have the skills and knowledge necessary to use Tableau Desktop to create and share data visualizations. This certification can help you advance your career and open up new opportunities.
The Tableau Desktop Specialist certification is valid for two years from the date you pass the exam. After two years, you will need to renew your certification by passing the exam again. Tableau recommends that you renew your certification every two years to ensure that you are up-to-date on the latest Tableau features and functionality. Tableau also offers several resources to help you prepare for your renewal exam, including online courses, instructor-led training, and self-study materials. If you let your certification lapse, you will need to retake the exam to become certified again. However, you will not lose your previous certification experience or knowledge. This means that you will only need to focus on the new features and functionality that have been added to Tableau since you last took the exam.
Here are some tips for renewing your Tableau Desktop Specialist certification:
By following these tips, you can increase your chances of renewing your Tableau Desktop Specialist certification and staying up-to-date on the latest Tableau features and functionality.
There are many resources available online that provide free Tableau Desktop Specialist exam questions. These resources can help test your knowledge and identify areas where you need to improve. One of the best resources for free Tableau Desktop Specialist exam questions is the Tableau Community Forums. The forums are a great place to ask questions, get help from other Tableau users, and find resources. Another good resource for free Tableau Desktop Specialist exam questions is the Tableau Knowledge Base. The Knowledge Base contains a wealth of information about Tableau, including articles, tutorials, and videos. You can also find practice exams and other resources in the Knowledge Base.
In addition to these resources, several third-party websites offer free Tableau Desktop Specialist exam questions. These websites can be a good source of practice questions, but it is important to note that they may not be as reliable as the resources from Tableau.
When using free Tableau Desktop Specialist exam questions, it is important to keep the following tips in mind:
By following these tips, you can use free Tableau Desktop Specialist exam questions to help you prepare for the exam and increase your chances of success.
The Tableau Desktop Specialist exam consists of 60 multiple-choice questions. You have 90 minutes to complete the exam, which means that you have an average of 1.5 minutes to answer each question.
The questions on the exam cover a wide range of topics, including:
To prepare for the exam, Tableau recommends that you have at least six months of experience using Tableau Desktop. You should also be familiar with the Tableau Desktop Specialist exam guide, which outlines the specific topics covered on the exam.
Tableau offers a variety of resources to help you prepare for the exam, including online courses, instructor-led training, and self-study materials. You can also find practice exams online to help you test your knowledge and identify areas where you need to improve.
On the day of the exam, be sure to arrive well-rested and focused. You should also bring a calculator and a pencil or pen with you. If you score at least 70% on the exam, you will earn the Tableau Desktop Specialist certification. This certification is valid for two years from the date you pass the exam.
To pass the Tableau Desktop Specialist certification exam, you need to score at least 70%. The exam consists of 60 multiple-choice questions, and you have 90 minutes to complete it.
The exam covers a wide range of topics, including:
To prepare for the exam, Tableau recommends that you have at least six months of experience using Tableau Desktop. You should also be familiar with the Tableau Desktop Specialist exam guide, which outlines the specific topics covered on the exam.
Tableau offers a variety of resources to help you prepare for the exam, including online courses, instructor-led training, and self-study materials. You can also find practice exams online to help you test your knowledge and identify areas where you need to improve. On the day of the exam, be sure to arrive well-rested and focused. You should also bring a calculator and a pencil or pen with you.
If you score at least 70% on the exam, you will earn the Tableau Desktop Specialist certification. This certification is valid for two years from the date you pass the exam.
The Tableau Data Analyst exam is challenging, but it is achievable with the right preparation. The exam tests your knowledge of Tableau Desktop and your ability to use it to solve real-world data analysis problems.
To prepare for the exam, Tableau recommends that you have at least one year of experience using Tableau Desktop. You should also be familiar with the Tableau Data Analyst exam guide, which outlines the specific topics covered on the exam.
Tableau offers a variety of resources to help you prepare for the exam, including online courses, instructor-led training, and self-study materials. You can also find practice exams online to help you test your knowledge and identify areas where you need to improve.
On the day of the exam, be sure to arrive well-rested and focused. You should also bring a calculator and a pencil or pen with you. The exam consists of 60 multiple-choice questions, and you have 90 minutes to complete it. To pass the exam, you need to score at least 70%.
If you are well-prepared, you should be able to pass the Tableau Data Analyst exam. However, it is important to note that the exam is challenging, and you should not underestimate the amount of preparation that is required.
The Tableau Desktop Specialist certification is a valuable credential that validates your skills in using Tableau Desktop to create and share data visualizations. The certification exam is challenging, but it is achievable with the right preparation.
One of the best ways to prepare for the exam is to use the official Tableau Desktop Specialist exam guide. This guide provides a comprehensive overview of the exam topics and includes sample questions. You can download the Tableau Desktop Specialist exam guide for free from the Tableau website. The guide is available in PDF
format, so you can easily download it to your computer or mobile device. In addition to the exam guide, Tableau also offers several other resources to help you prepare for the exam, including online courses, instructor-led training, and self-study materials. By using the exam guide and other resources, you can increase your chances of passing the Tableau Desktop Specialist certification exam and earning your certification.
You can download your Tableau certificate from the Tableau website. To do so, follow these steps:
Your certificate will be downloaded as a PDF file. You can save the file to your computer or print it out. If you have not yet earned a Tableau certification, you can find more information about the certification program on the Tableau website.
Tableau does not offer any free certifications. However, Tableau does offer a free training program that can help you prepare for the Tableau certification exams. The Tableau Training Program includes a variety of online courses, instructor-led training, and self-study materials. The courses are designed to teach you the skills and knowledge that you need to pass the Tableau certification exams.
To access the Tableau Training Program, you will need to create a free Tableau account. Once you have created an account, you can enroll in the courses that you are interested in. While the Tableau Training Program is free, you will need to pay a fee to take the Tableau certification exams. The cost of the exams varies depending on the level of certification that you are seeking.
If you are interested in obtaining a Tableau certification, I recommend that you take advantage of the free Tableau Training Program. The program can help you prepare for the exams and increase your chances of success.
There are several resources available online that provide Tableau certification questions and answers in PDF format. These resources can help test your knowledge and identify areas where you need to improve. One of the best resources for Tableau certification questions and answers in PDF format is the Tableau Community Forums. The forums are a great place to ask questions, get help from other Tableau users, and find resources.
Another good resource for Tableau certification questions and answers in PDF format is the Tableau Knowledge Base. The Knowledge Base contains a wealth of information about Tableau, including articles, tutorials, and videos. You can also find practice exams and other resources in the Knowledge Base.
In addition to these resources, some third-party websites offer Tableau certification questions and answers in PDF format. These websites can be a good source of practice questions, but it is important to note that they may not be as reliable as the resources from Tableau.
When using Tableau certification questions and answers in PDF format, it is important to keep the following tips in mind:
By following these tips, you can use Tableau certification questions and answers in PDF format to help you prepare for the exam and increase your chances of success.
Tableau is a powerful data visualization and analytics platform that helps people see and understand their data. With Tableau, you can quickly and easily create interactive visualizations that make it easy to explore and analyze your data.
Tableau offers several benefits, including:
large datasets and complex analyses.
Tableau offers a variety of pricing options to fit your needs. You can purchase a Tableau license for a single user, or you can purchase a subscription for multiple users. Tableau also offers a free trial so that you can try the software before you buy it.
Tableau offers several different certifications, including:
Tableau offers a variety of resources to help you prepare for a Tableau certification exam, including:
Tableau is a powerful data visualization and analytics platform that can help you see and understand your data in new and different ways. With Tableau, you can quickly and easily create interactive visualizations that make it easy to explore and analyze your data. Tableau is a valuable tool for anyone who works with data. Whether you are a data analyst, a business user, or a student, Tableau can help you to gain insights from your data and make better decisions. If you are interested in learning more about Tableau, I encourage you to visit the Tableau website. You can find more information about the software, as well as free trials and training resources. I hope this guide has been helpful. If you have any further questions, please feel free to leave a comment below.
Why This Tableau Desktop Specialist Certification
The Tableau Desktop Specialist certification is a valuable credential for anyone who wants to demonstrate their skills in using Tableau Desktop to create and share data visualizations. This certification is especially beneficial for:
If you are interested in learning more about Tableau Desktop and earning the Tableau Desktop Specialist certification, I encourage you to visit the Tableau website. You can find more information about the software, as well as free trials and training resources. I hope this guide has been helpful. If you have any further questions, please feel free to leave a comment below.
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Tableau Desktop Specialist
Tableau TDS-C01
Version Demo
Total Demo Questions: 15
Total Premium Questions: 222
QUESTION NO: 1
Which of the following 2 fields CANNOT be deleted in Tableau?
A. Number of Records
B. Measure Names
C. Measure Values
D. Calculated Fields
Explanation:
Measure names and values CANNOT be deleted in Tableau like other columns can. These are auto-generated. Calculated Fields, and Number of records can both be deleted.
QUESTION NO: 2
Which of the following are stored in a . tds file? Choose 3.
A. Data Connection information
B. Visualizations
C. Calculated Fields
D. Data Extracts
E. Metadata edits
Explanation:
If you’ve created a data connection that you might want to use with other workbooks or share with colleagues, you can export (save) the data source to a file. You might want to do this also if you’ve added joined tables, default properties, or custom fields—such as groups, sets, calculated fields, and binned fields—to the Data pane. Visualizations and Data extracts are NOT saved in a .tds file!

Reference: https://help.tableau.com/current/pro/desktop/en-us/export_connection.htm
QUESTION NO: 3
Which of the following are valid ways to Bold the Tooltip content in Tableau?
A. Click on Analysis, Tooltip options, and select bold.
B. Click on Tooltip in the Marks card, and select bold.
C. Click on Worksheet in the Menu bar, followed by Tooltip and select the bold option
D. Right click, click format and then under the default worksheet formatting, choose Tooltip and make it bold.
Explanation:
Lot of students have been seeing this question in the exam lately, and wanted me to include this question so here it is.
1) Click on Worksheet in the Menu bar, followed by Tooltip and select the bold option
2) Click on Tooltip in the Marks card, and select bold.
3) Right-click, click format, and then under the default worksheet formatting, choose Tooltip and make it bold.
There exists no option to Bold the tooltip contents by clicking Analysis. Hence, it is an incorrect choice.


QUESTION NO: 4
Suppose I have the following view. What will be the total number of marks if I drag a new measure to the row shelf vs the column shelf?
A. If dragged to row shelf : 14 marks ; If dragged to column shelf : 7 marks
B. If dragged to row shelf : 7 marks ; If dragged to column shelf : 14 marks
C. If dragged to row shelf : 14 marks ; If dragged to column shelf : 14 marks
D. If dragged to row shelf : 7 marks ; If dragged to column shelf : 7 marks
Explanation:
This is a tricky question often asked in the exam. If we drag a new measure to the row shelf, the following happens: We now have 2 rows, and the same 7 columns for both these rows. Therefore, 2x7 = 14 marks! But if we drag the same measure to the column shelf, we have just 1 row and a chart created for each of the columns. So (1x7) = 7 marks!
Reference and notes: https://medium.com/@justindixon91/tableau-specialist-exam-notes-part-4-understanding-tableauconcepts-f78de83fdd35
QUESTION NO: 5
Which of the following are valid ways to show Mark Labels in the visualisation?
A. Click on the Show mark labels icon in the Toolbar
B. Drag the measure to the Text label in the Marks Card
C. Click on Data in the Menu bar and Choose Show Mark Labels
D. Click on Analysis in the Menu bar and choose Show Mark Labels
Explanation:
The following showcase how you can show mark labels. Using the Sample Superstore dataset:
1) Let's create a Bar chart showing the sales for each sub-category:
2) Now you can show labels by:
2.1) Click on Show Mark Labels Icon in the Toolbar ( easiest )
2.2) Drag Sales to the Text icon in the Marks Card:
2.3) Click on Analysis -> Show mark labels from the Tableau menu bar:
QUESTION NO: 6
Which of the following are valid objects when creating a dashboard in Tableau? Choose 4.
A. Video
B. Text
C. Extension
D. Image
E. Web Page
Explanation:
Video is NOT a valid object type while creating dashboards in Tableau! All others are valid object types. Reference: https://help.tableau.com/current/pro/desktop/en-us/dashboards_create.htm
QUESTION NO: 7
Broadly speaking, when users connect to Tableau, the data fields in their data set are automatically assigned a ____________ and a ____________.
A. role, type
B. Data type, Value
C. type, role
D. dimension, measure
Explanation:
When users connect to Tableau, the data fields in their data set are automatically assigned a role and a type. Role can be of the following two types:
1) Dimension
2) Measure
The type can be the following :
1) String
2) Number
3) Geographic
4) Boolean
5) Date
6) Date and Time
QUESTION NO: 8
Which of the following are True for Measure Names?
A. It contains all the measures in your data, collected into a single field with continuous values.
B. When you add it to a view, all of the measure names appear as row or column headers in the view.
C. When working with a text table showing Profit for each Category, when you add Sales to the text table (by dragging it and dropping it in the view), the measure names field is automatically dragged to the row and filter shelves.
D. It contains the names of all measures in your data, collected into a single field with discrete values.
Explanation:
It contains all the measures in your data, collected into a single field with continuous values - This is the definition for 'Measure Values'. All others are True w.r.t. Measure Names! The Measure Names field contains the names of all measures in your data, collected into a single field with discrete values.
QUESTION NO: 9
Which of the following are the benefits of using Data Extracts in Tableau?
A. Improved Performance
B. Ability to use the data offline
C. Working with the freshest data at all times
D. Faster to work with
Explanation:
Extracts are advantageous for several reasons:
1) Supports large data sets: You can create extracts that contain billions of rows of data.
2) Fast to create: If you're working with large data sets, creating and working with extracts can be faster than working with the original data.
3) Help improve performance: When you interact with views that use extracted data sources, you generally experience better performance than when interacting with views based on connections to the original data.
4) Support additional functionality: Extracts allow you to take advantage of Tableau functionality that's not available or supported by the original data, such as the ability to compute Count Distinct.
5) Provide offline access to your data: Extracts allow you to save and work with the data locally when the original data is not available. For example, when you are traveling. To work with the MOST up-to-date data, use a live connection instead!
Reference: https://help.tableau.com/current/pro/desktop/en-us/extracting_data.htm
QUESTION NO: 10
To avoid any confusion, what should you do after creating a Dual-axis chart?
A. Hide the axis
B. Change the colours
C. Synchronise the axis
D. Edit the labels
Explanation:
After creating a dual-axis chart, make sure to synchronize their axis since they both might not have the same y-axis. To align the two axes in a dual axes chart use the same scale, right-click (control-click on Mac) the secondary axis, and select Synchronize Axis. This aligns the scale of the secondary axis to the scale of the primary axis. In this example, the Sales axis is the secondary axis and the Profit axis is the primary axis.

If you would like to change which axis is the primary, and which axis is the secondary, select the field on the Columns or Rows shelf that is the secondary, and drag it in front of the primary field on the shelf until you see an orange triangle appear. In this example, you can select the SUM(Sales) field on the Rows shelf, and drag it in front of the SUM(Profit) field. The Sales axis is now the primary and the Profit axis is the secondary.
Reference: https://help.tableau.com/current/pro/desktop/en-us/multiple_measures.htm
QUESTION NO: 11
What is the one critical difference between normal calculated fields, and the calculated fields created after Data blending?
A. No difference, calculated fields cannot be created in Blends
B. Fields used in Blends must first be aggregated
C. The calculated fields created in Blends cannot be edited once created
D. The calculated fields created in Blends cannot use more than 2 fields
Explanation:
Yes, due to the nature of blends, there are some conditions as follows from the official documentation that must be kept in mind while working with blends:
In addition to handling calculations slightly differently, there are some limitations on secondary data sources. You may not be able to sort by a field from a secondary data source, and action filters may not work as expected with blended data. For more information, see Other data blending issues.
Reference: https://help.tableau.com/current/pro/desktop/en-us/multiple_connections.htm
QUESTION NO: 12
True or False: To concatenate fields, they must be of the same data type
A. True
B. False
Explanation:
Yes! To concatenate fields, they must be of the same data type. However, there is a workaround that we can use – Type casting. See below: Here, State and City are Strings, but Postal Code? Nope. It's an Integer. So we can simply use the STR() function to convert it into a String, and hence the entire equation becomes valid!
QUESTION NO: 13
Using the dataset, create a bar chart showing the average Quantity broken down by Region, and filtered by Country to only show Japan. What was the average Quantity in the State of Tokyo?
A. 3.000
B. 3.840
C. 3.704
D. 3.500
Explanation
Since we need to focus on 1 country -> Japan, let's filter on it first as follows:
1) Drag Country to the filter shelf, and choose only Japan. Click OK.
2) Read the Question Carefully, we need to break down the visualization by Region, then by Country, and then by State. So let's do that: Drag Region to the column shelf, followed by Country. Drill down into the Country to include states as well. Then drag Quantity to the Row Shelf, and change the Aggregation to AVERAGE.
The following is our visualization:
Now that you think of it, EVEN IF YOU REMOVE THE REGION, THE ANSWER REMAINS THE SAME. Such elements will be present in the actual exam too, just to make the question sound a little difficult, but actually, it is pretty straightforward :)
QUESTION NO: 14
Which of the following can you use to create a Histogram?
A. 2 measures
B. 1 measure
C. 2 dimensions
D. 1 dimension
Explanation:
A histogram is a chart that displays the shape of a distribution. A histogram looks like a bar chart but groups values for a continuous measure into ranges, or bins. The basic building blocks for a histogram are as follows:
Reference: https://help.tableau.com/current/pro/desktop/en-us/buildexamples_histogram.htm
QUESTION NO: 15
Which of the following would you use to connect to multiple tables in a single data source at once?
A. A Blend
B. A Hierarchy
C. A Set
D. A Join
Explanation:
The data that you analyze in Tableau is often made up of a collection of tables that are related by specific fields (that is,columns). Joining is a method for combining data based on those common fields. The result of combining data using a join is a virtual table that is typically extended horizontally by adding columns of data.
For example, consider the following two tables originating from a single data source:
We can combine these 2 tables, simply by joining the tables on ID to answer questions like, "How much was paid in royalties for authors from a given publisher?". By combining tables using a join, you can view and use related data from different tables in your analysis.
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