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UPSC CSAT Simplified | Finding basic numeracy and data interpretation difficult? Expert explains how to prepare (PART 5)

For UPSC CSAT 2026, Dr Mansoor Agha Siddiqui breaks down Basic Numeracy and Data Interpretation, offering clear concepts, smart strategies and practice questions to help aspirants improve accuracy.

upsc csat simplified prelims 2026In the fifth part of UPSC CSAT Simplified for prelims 2026, our expert turns to Basic Numeracy and Data Interpretation.

UPSC CSE Prelims 2026 CSAT: Every expert advices that the CSAT paper must be taken seriously, and aspirants should begin practising daily from now until the exam. In our latest edition of the UPSC CSAT Simplified series, expert Dr Mansoor Agha Siddiqui first decoded the nature and structure of the CSAT paper (click here). The second part focused on tackling comprehension (click here), a section that often consumes valuable exam time. The third part examined logical reasoning and analytical ability questions in CSAT paper, helping build a strong conceptual foundation (click here). The fourth part explained General Mental Ability questions in CSAT (click here).

In the fifth part today, Dr Siddiqui turns to Basic Numeracy and Data Interpretation.

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About our expert: For UPSC aspirants grappling with the challenges of CSAT, Dr. Mansoor Agha Siddiqui brings decades of experience to the conversation. With over three decades of guiding students through aptitude and assessment tests such as GMAT, IIM-CAT, GRE, SAT, LSAT, CUET and others, he has worked extensively with the design and demands of aptitude-based examinations. His expertise also includes mentoring UPSC aspirants across multiple areas, including CSAT, making his insights particularly relevant for candidates preparing for this crucial paper.

CSAT SIMPLIFIED: Click for Part 1Click for Part 2 | Click for Part 3 | Click for Part 4 

Part 5 : Basic Numeracy and Data Interpretation for CSAT

As the fourth topic in our series, Basic Numeracy and Data Interpretation covers concepts related to numbers and their relationships, order of magnitude, and data interpretation. The latter includes questions based on data analysis, where information may be presented in various forms such as tables, graphs, and charts. It also includes Data Sufficiency, which requires assessing whether the given data is adequate to answer a question. Overall, this section measures numerical ability and accuracy in mathematical calculations.

csat basic numeracacy

The questions range from purely numeric calculations to problems of arithmetical reasoning, graph and table reading, percentage analysis and quantitative analysis. In this we require more reasoning ability to solve mathematical problems than pure mathematics itself. As a whole the students are tested for their sharpness to analyze the given data in a short span of time.

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Let’s first look at the different sections in this topic of CSAT and what you should know before attempting questions.

Basic Numeracy Section in CSAT

This section can be divided into five modules, as given below:

1. Numbers and their properties: It includes basic knowledge of various types of numbers such as rational, irrational numbers, prime numbers, and their properties etc., Surds and Indices, Logarithms, Simplification questions based on BODMAS and basic formulas, HCF and LCM, remainders, divisibility tests, Unit Digit etc.

The questions related to BODMAS, Surds and Indices, Logarithms, Divisibility Rules, and HCF & LCM are the most important, so the students are advices to do a lot of practice of these questions.

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2. Arithmetic: In this module topics like percentage and its properties (Simple & Compound Interest), Ratio & Proportion and its properties (Partnership and Mixtures), Time Speed & Distance (Including concept of trains, boats & streams, and clocks) and Time and Work which also covers questions on Pipes and Cisterns are present.

Questions in this module are more scoring than rest of the others modules as they are easy to interpret and also there are very few concepts that one has to master to do well in these topics.

3. Algebra: This module contains Basics of polynomials, Linear equations on 2/3 variables, quadratic equations and Progressions (AP, GP & HP), Basics of Maxima & Minima.

Till now algebra has not been asked in the General Mental Ability Section in the previous years, but still students are advised to go through the basic concepts of algebra.

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4. Geometry: In geometry we have topics like basics of line, angles, triangles, quadrilateral, circles & their properties, area, and perimeter of various figures like triangle, quadrilateral, circle etc. and volume of figures like cylinder, cone, sphere, hemisphere etc.

Geometry questions have been asked in the previous year papers, so students should go through the basics theorems and the formulae to find the area and the volume of different figures. Questions where one has to find the shaded area are the most important from this module.

5. Modern Maths: It has topics like Permutation & Combinations, Probability, and the basic logical aspect of set theory. Permutation and Combination is a very important topic from this module as in the past, every year one or two questions of moderate to high difficulty level were asked from this topic.

Data Interpretation Section in CSAT

The Data Interpretation part has questions based on data represented in the form of tables, bar graphs, line graphs, pie charts, combinational graphs etc and students are required to analyze the data and solve the questions in context to the data given.

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We basically have three types of questions in the Data interpretation i.e. calculation, counting and reasoning-based questions.

  • In calculation based questions we have to do mathematical calculations to find the answer.
  • In counting based we have to do counting while following certain constraints.
  • In reasoning-based questions more than one constraint is given to solve the question asked.

Data Sufficiency Part in CSAT

In Data Sufficiency, a question followed by two statements and you will be expected to answer whether the information provided in the individual statements or collectively is sufficient to answer the question. The mathematical knowledge and skill required to solve Data Sufficiency problems is no greater than that required to solve standard aptitude problems. What make Data Sufficiency problems appear more difficult at first are the complicated directions. But once one becomes familiar with the directions, one finds these problems no harder than standard aptitude problems.

Also, Data Sufficiency problems give a lot of scope of elimination of options, so these problems are worth attempting.

Data sufficiency questions are based on the same topics that one has studied in Basic Numeracy.

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There can also be reasoning based questions on Data Sufficiency like the one released by UPSC in the sample papers and in previous exams.

UPSC Essentials : Expert Advice

A lot of practice is required to do well in the Basic Numeracy section and the students are advised to not to look at the solution of the problem if they are not getting a clue to solve it, instead attempt the question at least twice before looking the solution. This will help in the development of their aptitude in solving a new question. Also, one should learn the techniques to solve the questions from the given options or try to solve the questions by eliminating the options.

CSAT PRACTICE QUESTIONS 

Let us analyse a few Basic Numeracy & Data Interpretation.

Question 1:

A person has to cover a distance of 6 km in 45 minutes. If he covers one-half of the distance in two-thirds of the total time; to cover the remaining distance in the remaining time, his speed (in km/hr.) must be:

(a)     6

(b)     8

(c)     12

(d)     15

Answer: (c)

Explanation:

Remaining distance = 3 km and Remaining time = (1/3 x 4) min.= 15 min = 1/4 hour

Therefore, Required speed = (3 x 4) km/hr. = 12 km/hr.

 

Question 2:

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A, B and C are on a trip by a car. A drives during the first hour at an average speed of 50 km/hr. B drives during the next 2 hours at an average speed of 48 km/hr.  C drives for the next 3 hours at an average speed of 52 km/hr. They reached their destination after exactly 6 hours. Their mean speed was:

(a) 50 km/hr

(b) 50 (1/3) km/hr

(c) 51 (1/3) km/hr

(d) 52 km/hr

Answer: (c)

upsc csat

 

Question 3:

A dishonest milkman professes to sell his milk at cost price but he mixes it with water and thereby gains 25%. The percentage of water in the mixture is :

(a)     4%

(b)    6 (1/4)%

(c)     20%

(d)     25%

Answer: (c)

Explanation:

Let C.P. of 1 litre milk be Re. 1.

Then, S.P. of 1 litre of mixture = Re. 1, Gain = 25%.

C.P. of 1 litre mixture = Re. (100/125 x 1) = Re 4/5

upsc csat

csat answer

 

Question 4:

Four persons are chosen at random from a group of 3 men, 2 women and 4 children. The chance that exactly 2 of them are children, is:

(a)  1/9

(b)  1/5

(c)  1/12

(d)  10/21

Answer: (d)

Explanation: Let S be the sample space and E be the event of choosing four persons such that 2 of them are children. Then,

upsc answer csat 4

 

Question 5:

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The length of a blackboard is 8 cm more than its breadth. If the length is increased by 7 cm and breadth is decreased by 4 cm, the area remains the same. The length and breadth of the blackboard (in cm) will be:

(a)     28, 20

(b)     34, 26

(c)     40, 32

(d)     56, 48

Answer: (a)

Explanation:

Let breadth = x cm. Then, length = (x + 8) cm.

upsc csat question 5

So, length = 28 cm and breadth = 20 cm.

 

Direction for Question no. 6: The bar-graph given below shows the percentage distribution of total expenditures of a Company under various expense heads during 2003. Study the graph and answer the questions that follow:

Percentage Distribution of Total Expenditures of a Company

csat data interpretation

Question 6:

The expenditure on the interest on loans is by what percent more than the expenditures on transport?

(a)     5%

(b)     10%

(c)     20%

(d)     40%

Answer: (d)

Explanation:

Let the total amount of expenditures be Rs. x.

csat practice question

Next Article in CSAT Simplified: Introduction to basic numeracy for CSAT

Share your views and suggestions in the comment box or at manas.srivastava@indianexpress.com

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Manas Srivastava leads the UPSC Essentials section of The Indian Express (digital). He majorly writes on UPSC, other competitive exams and education-related projects. In the past, Manas has represented India at the G-20 Youth Summit in Mexico. He is a former member of the Youth Council, GOI. A two-time topper/gold medallist in History (both in graduation and post-graduation) from Delhi University, he has mentored and taught UPSC aspirants for more than five years. His diverse role in The Indian Express consists of writing, editing, anchoring/ hosting, interviewing experts, and curating and simplifying news for the benefit of students. He hosts the YouTube talk show called ‘Art and Culture with Devdutt Pattanaik’ and a LIVE series on Instagram and YouTube called ‘LIVE with Manas’.His talks on ‘How to read a newspaper’ focus on newspaper reading as an essential habit for students. His articles and videos aim at finding solutions to the general queries of students and hence he believes in being students' editor, preparing them not just for any exam but helping them to become informed citizens. This is where he makes his teaching profession meet journalism. He is also the editor of UPSC Essentials' monthly magazine for the aspirants. He is a recipient of the Dip Chand Memorial Award, the Lala Ram Mohan Prize and Prof. Papiya Ghosh Memorial Prize for academic excellence. He was also awarded the University’s Post-Graduate Scholarship for pursuing M.A. in History where he chose to specialise in Ancient India due to his keen interest in Archaeology. He has also successfully completed a Certificate course on Women’s Studies by the Women’s Studies Development Centre, DU. As a part of N.S.S in the past, Manas has worked with national and international organisations and has shown keen interest and active participation in Social Service. He has led and been a part of projects involving areas such as gender sensitisation, persons with disability, helping slum dwellers, environment, adopting our heritage programme. He has also presented a case study on ‘Psychological stress among students’ at ICSQCC- Sri Lanka. As a compere for seminars and other events he likes to keep his orating hobby alive. His interests also lie in International Relations, Governance, Social issues, Essays and poetry. ... Read More

 

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