— Karan Mehta
Over the years, the Data Interpretation and Logical Reasoning (DILR) section has transformed from simple bar charts and seating arrangements to complex caselets that test both your reasoning ability and data sense. Modern day CAT exam, especially post 2017, has evolved. The paper now blends logic and data seamlessly; they wrap data inside real-world business or analytical context.
DILR is the section where strategy matters more than speed. There are typically 4-5 sets, solving even 2-3 accurately can put you in top percentile range. What’s specifically being tested here is your clarity of thought and structured problem solving – traits every future manager needs. This section trains you to think critically – much like handling real management situations – where not all data is given, time is limited, and decisions can’t wait for perfection.
Core skills to be built to master the DILR section are pattern recognition and logical sequencing skills. Solving traditional puzzles and getting acquainted with sudoku-like reasoning, seating arrangements or simple data charts helps you in laying the foundation in mastering these skills. Here is a roadmap to go from puzzles to caselets:
Phase 1: Build the Logical Foundation
Objective here is to strengthen your reasoning instincts before diving into caselets. Focus areas being:
–Basic Puzzles: arrangements, distributions, selections, blood relations, games, binary logic
–Easy data interpretation sets: bar graphs, line graphs, and tables
–Mental framework building – tabulation, drawing grids, identifying constraints
Phase 2: Learn to Structure Data
Turning unorganized information into usable data is the core objective. Focus areas being:
–Practice creating tables, grids, and visual formats from text-heavy caselets.
–Refer to solutions to the sets while doing this exercise
–Combine logical reasoning with basic arithmetic (ratios, percentages)
–Focus on data cleaning process – removing irrelevant info, and marking dependencies
Phase 3: Pattern Recognition & Categorization
Training your brain to quickly identify set types and their solving framework. Focus areas being set categories:
–Arrangements (Linear, circular, mixed)
–Team/competition-based puzzles
–Conditional logic & binary logic
–Venn diagram-based sets
–Arithmetic logic (percentage, ratio, averages embedded in logic)
Create a “Set Bank” – classify every set you solve into one of these 5 categories (Or any other category you identify). This exercise will condition your mind towards pattern recognition.
Phase 4: Learn Set Selection & Time Mangement
Objective is to develop another important skill – choosing the right set. Focus areas include:
–This skill strengthens only when you have done tasks mentioned in phase 3 for over 70-100 sets.
–Practicing via sectional and full-length mocks plays a crucial role in this phase.
–In each sectional/full-length test, spend the first 5 minutes scanning all sets (This time spent can eventually be reduced to 2-3 minutes with practice).
–Identify “comfort sets” and “Stretch sets”. Attempt in that order.
–Remember – accuracy first approach is the way, do not fall into ego-solving trap.
You recognize the pattern immediately
While skimming you are able to form a mental approach
The number of variables/constraints is ≤ 5–6.
Interdependencies are logical, not arbitrary
Easy sets → under 10 mins
Moderate sets → 12–14 mins
Difficult sets → leave unless confident
– Jumping straight to solving without reading all the data
– Ignoring data relationships and constraints mentioned in the narrative
– Focusing on speed before accuracy
– Not solving past year sets – which are the best learning tools
Mastering DILR isn’t about memorising shortcuts – it’s about building metal muscles to organize and interpret information. Every great DILR scorer shares this common skill: a calm, structured and analytical mindset.
(The author is the CXO and co-founder of Supergrads by Toprankers)