Data Interpretation, Numerical Reasoning & Spatial Reasoning Test

Q: What are the main Cognitive Ability tests?

Main Cognitive Ability tests include: Analytical Skills Test Attention To Detail Test Critical Thinking Test

The Data Interpretation, Numerical Reasoning & Spatial Reasoning Test uses scenario-based MCQs to evaluate candidates on their ability to analyze and interpret data, reason logically and quantitatively, and visualize and manipulate 2D and 3D spatial relationships. The test assesses candidates' understanding of topics such as arithmetic, algebra, geometry, graphs and charts, statistical analysis, pattern recognition, and mental rotation. Candidates are evaluated on their ability to read and analyze data presented in various forms, such as tables and charts, and draw meaningful conclusions from it.

Covered skills:

Data Analysis
Interpreting Graphs and Tables
Drawing inferences
Numerical Reasoning
Spatial Analysis
Object and Space Perception

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About the Data Interpretation, Numerical Reasoning & Spatial Reasoning Assessment Test

The Data Interpretation, Numerical Reasoning & Spatial Reasoning Test helps recruiters and hiring managers identify qualified candidates from a pool of resumes, and helps in taking objective hiring decisions. It reduces the administrative overhead of interviewing too many candidates and saves time by filtering out unqualified candidates at the first step of the hiring process.

The test screens for the following skills that hiring managers look for in candidates:

Analyzing and interpreting data to draw conclusions
Solving numerical problems using logic and reasoning
Understanding and interpreting spatial relationships
Identifying trends and patterns in data
Making accurate and precise calculations
Recognizing and understanding visual representations of data
Extracting information from graphs and tables
Making inferences based on given information
Applying critical thinking to numerical problems
Analyzing and interpreting spatial patterns
Understanding object and space perception
Relating numerical information to real-world scenarios
Visualizing and manipulating spatial objects
Drawing logical conclusions from presented data
Applying mathematical concepts to real-life situations
Recognizing and interpreting data relationships
Inferring missing information from given data
Interpreting and analyzing numerical trends
Identifying similarities and differences in spatial objects
Applying mathematical operations to solve problems
Making accurate estimations and approximations
Interpreting and comparing data sets
Identifying and understanding data outliers
Recognizing and understanding spatial patterns
Analyzing and interpreting graphical representations
Using quantitative reasoning to solve problems
Recognizing and understanding visual perspectives
Applying logical reasoning to numerical scenarios
Identifying and understanding spatial configurations
Inferring probable outcomes based on given information
Applying statistical concepts to analyze data
Visualizing and manipulating objects in space
Understanding and using numerical measures
Identifying and evaluating trends in data
Recognizing and understanding different geometrical shapes
Applying deductive reasoning to solve numerical puzzles
Analyzing and interpreting data distributions
Understanding and applying spatial transformations
Recognizing and understanding data variances
Applying logical decision-making to solve spatial problems
Analyzing and interpreting data relationships in real-world scenarios
Utilizing numerical data to make informed decisions
Understanding and analyzing proportions in data
Identifying and evaluating relationships between spatial objects
Applying mathematical formulas to solve numerical problems
Recognizing and understanding data representations
Applying problem-solving techniques to spatial scenarios
Interpreting and analyzing statistical data
Identifying and understanding spatial symmetries
Inferring and interpreting numerical patterns
Utilizing measurement units and conversions
Recognizing and understanding data trends
Applying logical reasoning to spatial arrangements
Analyzing and interpreting data from multiple sources

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Non-googleable questions

We have a very high focus on the quality of questions that test for on-the-job skills. Every question is non-googleable and we have a very high bar for the level of subject matter experts we onboard to create these questions. We have crawlers to check if any of the questions are leaked online. If/ when a question gets leaked, we get an alert. We change the question for you & let you know.

How we design questions

These are just a small sample from our library of 15,000+ questions. The actual questions on this Data Interpretation, Numerical Reasoning & Spatial Reasoning Test will be non-googleable.

🧐 Question
Medium Dividends Financial Analysis Percentage and Average Calculations	Solve
Consider the following line chart which shows the money invested by a company in production each year and the sales made by the company each year. If the pie chart shows the shareholding pattern of the company and the company gives 10% of the profit as dividends to its share holders then what is the average dividend received by retail investors from 2000 to 2004?
Medium Laptop Brands Proportions and Percentages Financial Reasoning Cost Price Ratio Calculation Percentage Profit Calculation	Solve
Given below is the list of laptop brands and their details in which some data is missing. If the cost price of Dell is 3/5 of the cost price of Lenovo, then what will be the %profit of Dell?
Hard Median Trend Analysis Statistical Reasoning Median Calculation Percentage Change Calculation	Solve
Consider the following line chart which shows the sales of five different companies from 2000 to 2009. Which of the following companies has the maximum percentage increase in the median from 2000 to 2004 and 2005 to 2009.
Medium Increasing monthly gross profit Percentage Calculations Financial Calculation Percentage Change	Solve
The CEO of Snipr. Inc wants to grow monthly gross profit by 4%. If costs stay the same, what does the sales turnover need to be in February to achieve this goal?
Hard Magic bag Arithmetic Sequences Pattern Recognition Problem Solving	Solve
Alex’s uncle is a magician who gave them a magic bag in which coins get doubled each time you put those coins into it. Initially, Alex had few coins with them. So, Alex put all the coins, and the coins got doubled. Alex took out all the coins and gave a few to their friend and then again put the remaining coins back in the bag. The coins doubled again; Alex took out all the coins again and gave a few coins to their second friend. Alex then put the remaining coins in the bag and the coins doubled again. Alex took out all the coins and gave a few coins to their third friend. There were no coins left with Alex when Alex gave coins to the third friend and Alex gave an equal number of coins to each friend. What is the minimum number of coins Alex had initially and how much did Alex give to each friend? A: Started with 3 coins B: Started with 5 coins C: Started with 6 coins D: Started with 7 coins E: Started with 9 coins F: Gave 3 coins in every turn G: Gave 4 coins in every turn H: Gave 5 coins in every turn I: Gave 7 coins in every turn J: Gave 8 coins in every turn K: Gave 9 coins in every turn
Medium Three Clocks Time Calculations Pattern Recognition Logical Reasoning	Solve
In my house, there are three clocks of different shapes – a round clock, a square clock, and a rhombus clock. The rhombus clock is always accurate whereas the round clock gains 2 minutes every day and the square clock loses 2 minutes every day. I checked the clocks on July 22nd, 2007 at 10 PM, and they were showing different times. Two hours later, when I checked, the clocks were showing the same time, then on which date will all three clocks show the same time again? A: 17 July 2008 B: 23 Sep 2007 C: 25 July 2009 D: 19 Aug 2008 E: 26 July 2008 F: 28 Nov 2007 G: 11 June 2008 H: 15 Aug 2007
Easy Assemble Triangle Visual assembly Geometric Reasoning Shape Assembly	Solve
Which of the following set of shapes can be assembled to create the shape displayed:
Easy Odd One Out Pattern recognition Identify Differences Visual Pattern Analysis	Solve
Shown below is a group of 4 objects, which might be rotated in different directions. One of the 4 objects is different from the other 3 in some way. Can you figure out which one?
Medium Four Blocks Direction sense Logical movement	Solve
The city has been divided into 4 blocks. Block 1 in the north and Block 4 in the east of the city. A postman, who delivers the letter in the city is standing at the intersection of the two lines. The postman travels the city in the following order: 1. North-West 20 steps 2. South-West 30 steps 3. South-East 40 steps 4. North-East 50 steps 5. North-West 15 steps Now, find the location where the postman is standing? A: Block 3 B: Block 2 C: Block 4 D: Block 1 E: On the line intersecting Block 1 and Block 4 F: On the line intersecting Block 3 and Block 4

	🧐 Question	🔧 Skill
	Medium Dividends Financial Analysis Percentage and Average Calculations	3 mins Data Interpretation	Solve
Consider the following line chart which shows the money invested by a company in production each year and the sales made by the company each year. If the pie chart shows the shareholding pattern of the company and the company gives 10% of the profit as dividends to its share holders then what is the average dividend received by retail investors from 2000 to 2004?
	Medium Laptop Brands Proportions and Percentages Financial Reasoning Cost Price Ratio Calculation Percentage Profit Calculation	2 mins Data Interpretation	Solve
Given below is the list of laptop brands and their details in which some data is missing. If the cost price of Dell is 3/5 of the cost price of Lenovo, then what will be the %profit of Dell?
	Hard Median Trend Analysis Statistical Reasoning Median Calculation Percentage Change Calculation	3 mins Data Interpretation	Solve
Consider the following line chart which shows the sales of five different companies from 2000 to 2009. Which of the following companies has the maximum percentage increase in the median from 2000 to 2004 and 2005 to 2009.
	Medium Increasing monthly gross profit Percentage Calculations Financial Calculation Percentage Change	2 mins Numerical Reasoning	Solve
The CEO of Snipr. Inc wants to grow monthly gross profit by 4%. If costs stay the same, what does the sales turnover need to be in February to achieve this goal?
	Hard Magic bag Arithmetic Sequences Pattern Recognition Problem Solving	3 mins Numerical Reasoning	Solve
Alex’s uncle is a magician who gave them a magic bag in which coins get doubled each time you put those coins into it. Initially, Alex had few coins with them. So, Alex put all the coins, and the coins got doubled. Alex took out all the coins and gave a few to their friend and then again put the remaining coins back in the bag. The coins doubled again; Alex took out all the coins again and gave a few coins to their second friend. Alex then put the remaining coins in the bag and the coins doubled again. Alex took out all the coins and gave a few coins to their third friend. There were no coins left with Alex when Alex gave coins to the third friend and Alex gave an equal number of coins to each friend. What is the minimum number of coins Alex had initially and how much did Alex give to each friend? A: Started with 3 coins B: Started with 5 coins C: Started with 6 coins D: Started with 7 coins E: Started with 9 coins F: Gave 3 coins in every turn G: Gave 4 coins in every turn H: Gave 5 coins in every turn I: Gave 7 coins in every turn J: Gave 8 coins in every turn K: Gave 9 coins in every turn
	Medium Three Clocks Time Calculations Pattern Recognition Logical Reasoning	3 mins Numerical Reasoning	Solve
In my house, there are three clocks of different shapes – a round clock, a square clock, and a rhombus clock. The rhombus clock is always accurate whereas the round clock gains 2 minutes every day and the square clock loses 2 minutes every day. I checked the clocks on July 22nd, 2007 at 10 PM, and they were showing different times. Two hours later, when I checked, the clocks were showing the same time, then on which date will all three clocks show the same time again? A: 17 July 2008 B: 23 Sep 2007 C: 25 July 2009 D: 19 Aug 2008 E: 26 July 2008 F: 28 Nov 2007 G: 11 June 2008 H: 15 Aug 2007
	Easy Assemble Triangle Visual assembly Geometric Reasoning Shape Assembly	2 mins Spatial Reasoning	Solve
Which of the following set of shapes can be assembled to create the shape displayed:
	Easy Odd One Out Pattern recognition Identify Differences Visual Pattern Analysis	2 mins Spatial Reasoning	Solve
Shown below is a group of 4 objects, which might be rotated in different directions. One of the 4 objects is different from the other 3 in some way. Can you figure out which one?
	Medium Four Blocks Direction sense Logical movement	2 mins Spatial Reasoning	Solve
The city has been divided into 4 blocks. Block 1 in the north and Block 4 in the east of the city. A postman, who delivers the letter in the city is standing at the intersection of the two lines. The postman travels the city in the following order: 1. North-West 20 steps 2. South-West 30 steps 3. South-East 40 steps 4. North-East 50 steps 5. North-West 15 steps Now, find the location where the postman is standing? A: Block 3 B: Block 2 C: Block 4 D: Block 1 E: On the line intersecting Block 1 and Block 4 F: On the line intersecting Block 3 and Block 4

	🧐 Question	🔧 Skill	💪 Difficulty	⌛ Time
	Dividends Financial Analysis Percentage and Average Calculations	Data Interpretation	Medium	3 mins	Solve
Consider the following line chart which shows the money invested by a company in production each year and the sales made by the company each year. If the pie chart shows the shareholding pattern of the company and the company gives 10% of the profit as dividends to its share holders then what is the average dividend received by retail investors from 2000 to 2004?
	Laptop Brands Proportions and Percentages Financial Reasoning Cost Price Ratio Calculation Percentage Profit Calculation	Data Interpretation	Medium	2 mins	Solve
Given below is the list of laptop brands and their details in which some data is missing. If the cost price of Dell is 3/5 of the cost price of Lenovo, then what will be the %profit of Dell?
	Median Trend Analysis Statistical Reasoning Median Calculation Percentage Change Calculation	Data Interpretation	Hard	3 mins	Solve
Consider the following line chart which shows the sales of five different companies from 2000 to 2009. Which of the following companies has the maximum percentage increase in the median from 2000 to 2004 and 2005 to 2009.
	Increasing monthly gross profit Percentage Calculations Financial Calculation Percentage Change	Numerical Reasoning	Medium	2 mins	Solve
The CEO of Snipr. Inc wants to grow monthly gross profit by 4%. If costs stay the same, what does the sales turnover need to be in February to achieve this goal?
	Magic bag Arithmetic Sequences Pattern Recognition Problem Solving	Numerical Reasoning	Hard	3 mins	Solve
Alex’s uncle is a magician who gave them a magic bag in which coins get doubled each time you put those coins into it. Initially, Alex had few coins with them. So, Alex put all the coins, and the coins got doubled. Alex took out all the coins and gave a few to their friend and then again put the remaining coins back in the bag. The coins doubled again; Alex took out all the coins again and gave a few coins to their second friend. Alex then put the remaining coins in the bag and the coins doubled again. Alex took out all the coins and gave a few coins to their third friend. There were no coins left with Alex when Alex gave coins to the third friend and Alex gave an equal number of coins to each friend. What is the minimum number of coins Alex had initially and how much did Alex give to each friend? A: Started with 3 coins B: Started with 5 coins C: Started with 6 coins D: Started with 7 coins E: Started with 9 coins F: Gave 3 coins in every turn G: Gave 4 coins in every turn H: Gave 5 coins in every turn I: Gave 7 coins in every turn J: Gave 8 coins in every turn K: Gave 9 coins in every turn
	Three Clocks Time Calculations Pattern Recognition Logical Reasoning	Numerical Reasoning	Medium	3 mins	Solve
In my house, there are three clocks of different shapes – a round clock, a square clock, and a rhombus clock. The rhombus clock is always accurate whereas the round clock gains 2 minutes every day and the square clock loses 2 minutes every day. I checked the clocks on July 22nd, 2007 at 10 PM, and they were showing different times. Two hours later, when I checked, the clocks were showing the same time, then on which date will all three clocks show the same time again? A: 17 July 2008 B: 23 Sep 2007 C: 25 July 2009 D: 19 Aug 2008 E: 26 July 2008 F: 28 Nov 2007 G: 11 June 2008 H: 15 Aug 2007
	Assemble Triangle Visual assembly Geometric Reasoning Shape Assembly	Spatial Reasoning	Easy	2 mins	Solve
Which of the following set of shapes can be assembled to create the shape displayed:
	Odd One Out Pattern recognition Identify Differences Visual Pattern Analysis	Spatial Reasoning	Easy	2 mins	Solve
Shown below is a group of 4 objects, which might be rotated in different directions. One of the 4 objects is different from the other 3 in some way. Can you figure out which one?
	Four Blocks Direction sense Logical movement	Spatial Reasoning	Medium	2 mins	Solve
The city has been divided into 4 blocks. Block 1 in the north and Block 4 in the east of the city. A postman, who delivers the letter in the city is standing at the intersection of the two lines. The postman travels the city in the following order: 1. North-West 20 steps 2. South-West 30 steps 3. South-East 40 steps 4. North-East 50 steps 5. North-West 15 steps Now, find the location where the postman is standing? A: Block 3 B: Block 2 C: Block 4 D: Block 1 E: On the line intersecting Block 1 and Block 4 F: On the line intersecting Block 3 and Block 4

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Why you should use Pre-employment Data Interpretation, Numerical Reasoning & Spatial Reasoning Test?

The Data Interpretation, Numerical Reasoning & Spatial Reasoning Test makes use of scenario-based questions to test for on-the-job skills as opposed to theoretical knowledge, ensuring that candidates who do well on this screening test have the relavant skills. The questions are designed to covered following on-the-job aspects:

Analyzing and interpreting complex datasets
Applying numerical reasoning to solve problems
Recognizing patterns and trends in data
Drawing logical inferences based on provided information
Understanding and interpreting graphs and tables
Identifying relationships between variables
Applying spatial analysis techniques to solve problems
Demonstrating object and space perception skills
Utilizing data interpretation skills to make informed decisions
Applying numerical reasoning to analyze and evaluate data

Once the test is sent to a candidate, the candidate receives a link in email to take the test. For each candidate, you will receive a detailed report with skills breakdown and benchmarks to shortlist the top candidates from your pool.

What topics are covered in the Data Interpretation, Numerical Reasoning & Spatial Reasoning Test?

Data Analysis: Data analysis involves inspecting, cleaning, transforming, and modeling data to uncover meaningful patterns, draw conclusions, and support decision-making processes. Measuring this skill in the test allows recruiters to assess a candidate's ability to analyze and make sense of complex information, which is crucial in various roles that require data-driven decision making.

Interpreting Graphs and Tables: Interpreting graphs and tables involves understanding the information presented visually and extracting relevant insights. By measuring this skill, recruiters can evaluate a candidate's proficiency in reading and comprehending visual data representations, which is essential for roles that involve working with large datasets and making data-driven recommendations.

Drawing Inferences: Drawing inferences involves using available information to make educated guesses or conclusions. By assessing this skill, recruiters can gain insights into a candidate's logical reasoning abilities and their capability to make informed decisions based on limited or incomplete data, which is valuable in roles that require critical thinking and problem-solving.

Numerical Reasoning: Numerical reasoning involves analyzing and solving problems using numerical data and quantitative techniques. By measuring this skill, recruiters can evaluate a candidate's mathematical aptitude, logical thinking, and ability to draw accurate conclusions from numerical information, which is essential in roles that involve financial analysis, budgeting, or statistical analysis.

Spatial Analysis: Spatial analysis involves understanding and interpreting data in relation to its geographical or spatial context. Evaluating this skill allows recruiters to assess a candidate's ability to analyze geographic patterns, identify relationships between spatial data, and draw meaningful insights for roles that require spatial reasoning, such as urban planning, logistics, or geospatial data analysis.

Object and Space Perception: Object and space perception refers to the ability to accurately perceive and interpret visual information about objects and their spatial relationships. By measuring this skill, recruiters can assess a candidate's visual acuity, attention to detail, and aptitude for understanding spatial arrangements, which is important in various roles that involve design, architecture, engineering, or visual problem solving.

Full list of covered topics

The actual topics of the questions in the final test will depend on your job description and requirements. However, here's a list of topics you can expect the questions for Data Interpretation, Numerical Reasoning & Spatial Reasoning Test to be based on.

Data collection

Data analysis

Data visualization

Interpreting graphs

Reading tables

Drawing conclusions

Numerical operations

Problem-solving

Spatial relationships

Geometrical shapes

Spatial patterns

Object recognition

Statistical reasoning

Data distributions

Data variances

Inferential statistics

Statistical modeling

Spatial configurations

Spatial transformations

Spatial symmetries

Numerical patterns

Measurement units

Conversions

Data trends

Data outliers

Data relationships

Quantitative reasoning

Logical reasoning

Critical thinking

Mathematical formulas

Mathematical operations

Estimations

Approximations

Real-life scenarios

Spatial arrangements

Data sources

Spatial puzzles

Data measures

Data proportions

Visual perspectives

Spatial objects

Visual representations

Spatial analysis

Object perception

Logical decision-making

Numerical puzzles

Data similarities

Data differences

Data evaluations

Spatial evaluations

Spatial transformations

Numerical trends

Data comparisons

Spatial measurements

Statistical analysis

Numerical reasoning

Spatial reasoning

What roles can I use the Data Interpretation, Numerical Reasoning & Spatial Reasoning Test for?

Freshers
Graduates
Analysts
Developers
Entry level roles
Programmers

How is the Data Interpretation, Numerical Reasoning & Spatial Reasoning Test customized for senior candidates?

For intermediate/ experienced candidates, we customize the assessment questions to include advanced topics and increase the difficulty level of the questions. This might include adding questions on topics like

Interpreting and analyzing data visualizations
Applying spatial reasoning to solve complex problems
Understanding and interpreting statistical analysis
Analyzing and interpreting numerical data accurately
Utilizing spatial analysis techniques to draw conclusions
Applying critical thinking skills to numerical data
Demonstrating proficiency in data analysis
Utilizing logical reasoning to solve spatial problems
Applying statistical analysis techniques to interpret data
Demonstrating advanced numerical reasoning abilities

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Have questions about the Data Interpretation, Numerical Reasoning & Spatial Reasoning Hiring Test?

What is Data Interpretation, Numerical Reasoning & Spatial Reasoning Test?

The Data Interpretation, Numerical Reasoning & Spatial Reasoning Test assesses a candidate's ability in Data Interpretation, Numerical Reasoning, and Spatial Reasoning. It is useful for recruiters to evaluate a candidate's analytical and problem-solving skills.

Can I combine Data Interpretation, Numerical Reasoning & Spatial Reasoning Test with Analytical Skills questions?

Yes, recruiters can request a custom test with multiple skills. For assessing analytical skills, you can refer to our Analytical Skills Test.

What skills are evaluated in the Data Interpretation, Numerical Reasoning & Spatial Reasoning Test?

This test evaluates skills such as Data Analysis, Interpreting Graphs and Tables, Drawing inferences, Numerical Reasoning, Spatial Analysis, and Object and Space Perception. For senior roles, it also covers statistical analysis, critical thinking, and logical reasoning related to spatial problems.

How to use Data Interpretation, Numerical Reasoning & Spatial Reasoning Test in my hiring process?

Use this test as a pre-screening tool at the beginning of your recruitment process. Add a link to the assessment in your job post or directly invite candidates by email.

Can I test Numerical Reasoning and Data Analysis together in a test?

Yes, you can. Our Data Analysis Test covers skills in data interpretation alongside numerical reasoning, providing a comprehensive assessment.

What are the main Cognitive Ability tests?

Main Cognitive Ability tests include:

Can I combine multiple skills into one custom assessment?

Yes, absolutely. Custom assessments are set up based on your job description, and will include questions on all must-have skills you specify. Here's a quick guide on how you can request a custom test.

Do you have any anti-cheating or proctoring features in place?

We have the following anti-cheating features in place:

Non-googleable questions
IP proctoring
Screen proctoring
Web proctoring
Webcam proctoring
Plagiarism detection
Secure browser
Copy paste protection

Read more about the proctoring features.

How do I interpret test scores?

The primary thing to keep in mind is that an assessment is an elimination tool, not a selection tool. A skills assessment is optimized to help you eliminate candidates who are not technically qualified for the role, it is not optimized to help you find the best candidate for the role. So the ideal way to use an assessment is to decide a threshold score (typically 55%, we help you benchmark) and invite all candidates who score above the threshold for the next rounds of interview.

What experience level can I use this test for?

Each Adaface assessment is customized to your job description/ ideal candidate persona (our subject matter experts will pick the right questions for your assessment from our library of 10000+ questions). This assessment can be customized for any experience level.

Does every candidate get the same questions?

Yes, it makes it much easier for you to compare candidates. Options for MCQ questions and the order of questions are randomized. We have anti-cheating/ proctoring features in place. In our enterprise plan, we also have the option to create multiple versions of the same assessment with questions of similar difficulty levels.

I'm a candidate. Can I try a practice test?

No. Unfortunately, we do not support practice tests at the moment. However, you can use our sample questions for practice.

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I just moved to a paid plan. How can I request a custom assessment?

Here is a quick guide on how to request a custom assessment on Adaface.

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Along with scorecards that report the performance of the candidate in detail, you also receive a comparative analysis against the company average and industry standards.

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