◆ DILR · Data Interpretation

Data Interpretation, approach + real CAT sets

Tables, bar/line/pie charts, caselets, data-tabulation and logic-based DI. Learn the reading-and-approximation method, then drill actual CAT sets reproduced faithfully from the book, with the book's own answers.

12approach cards
20CAT sets
63questions

Approach & Concept Sheet

A-to-Z method cards for every DI format you'll see in CAT.

1Reading tables
  • Each cell ties a row label to a column label, read both before touching a number.
  • First check: absolute values or percentages? What unit (lakh / million / tonnes)? Which years/categories?
  • Notes below the table often carry the key definition (e.g. "Availability = Production − Export").
  • Tables are accurate but slow, don't compute every cell; fill only what a question needs.
2Bar & column charts
  • Single bar = one series; grouped/clustered bar = compare items side-by-side; stacked bar = part-to-whole within each period.
  • 100% stacked = percentage contributions; totals scale to 100%.
  • Read heights against the gridlines; estimate to the nearest gridline when exact labels are missing.
  • For stacked bars, a segment's value = its top minus its bottom, not just its top.
3Line graphs
  • Best for trends over time; x-axis usually time, y-axis quantity/percentage.
  • Slope = rate of change. Steeper line ⇒ faster growth; downward slope ⇒ decline.
  • Multiple lines let you compare trends and spot where series cross (one overtakes another).
  • "When did growth start to decline?" = where the slope starts decreasing, not where the value falls.
4Pie charts, work in degrees
  • Whole circle = 360° = 100% = the given total. One pie shows only one parameter.
  • Ratio principle: value = (slice° ÷ 360) × total
  • Shortcut: 36° = 10% of total; differences/percentages can be answered in degrees alone, no absolute values needed.
  • Missing slice = 360° − (sum of all given slices).
5Caselets (data in a paragraph)
  • Identify the variables, instances and inter-relationships, then convert the prose into a table.
  • Fill in the direct data first; build the framework before chasing the answer.
  • Assign a variable (X) to the most-connected quantity and express others in terms of it.
  • Solve only what the question asks, completing the whole table can be wasted effort.
6Venn / set-based DI
  • Use overlapping regions for "only", "exactly two", "all three", "at least one".
  • |A∪B∪C| = ΣA − Σ(pairs) + |A∩B∩C|
  • Fill the innermost region first, then work outward subtracting overlaps.
  • "At least"/"at most" wording ⇒ extremes: push counts to one side to bound the answer.
7Data sufficiency in DI
  • Ask: do the given facts uniquely determine the asked value, or is "Cannot be determined" the answer?
  • If a needed quantity (e.g. GDP, count of a sub-group) is never given, you cannot compute absolutes, only ratios.
  • Don't assume; many CAT options reward spotting that the data is insufficient.
8Logic-based DI
  • You're given an incomplete table; each question's conditions complete it differently.
  • Read the rules and exceptions below the data carefully, they constrain the grid.
  • Treat conditions as a puzzle: each new clue resets/extends the table; don't carry one question's assumptions into the next.
  • Look for an invariant (a row/column sum that stays fixed) to anchor the logic.
9% change & growth
  • % change = (new − old)/old × 100, always divide by the old/base value.
  • Compound growth over n years: final = initial × (1 + r)ⁿ
  • Per-capita = total ÷ population; productivity = output ÷ area.
  • Compare percentage changes, not absolute jumps, when the question says "percentage increase".
10Approximation & estimation
  • Options are usually far apart, estimate. 642678 ÷ 161335 ≈ 64/16 = 4.
  • Round to leading digits, then refine only if two options are close.
  • Use 10%/5%/1% benchmarks: 10% is one decimal shift; 5% is half of that.
  • For "closest to" questions, eliminate impossible options by sign/magnitude first.
11Skip the speed-breakers
  • Calculation-heavy questions are speed-breakers, do the easy ones first, return later.
  • Lots of data on screen ≠ lots of data needed; most questions use only a slice.
  • Within a set, the first 1-2 questions are usually the cheap marks; the last is often the trap.
  • Selection beats grinding: a clean 4-of-5 in a friendly set > 2-of-6 in a brutal one.
12Common traps
  • Unit switch: data in millions, question in lakhs, read the unit on both.
  • Decoy complexity: a chart can hide a pure logic question; find the real ask.
  • "At least / at most / exactly" change the answer completely, underline them.
  • Percentage-of-percentage and base-confusion errors lose easy marks; restate the base.
  • Ratio data (like FEI = inflow/GDP) ⇒ you can't recover absolutes without the denominator.
63 CAT questions · 20 sets

CAT Previous-Year Sets

Real CAT DI sets, reproduced from the book with data tables intact. Difficulty: Easy Moderate Hard. Click any question to reveal the book's solution. Sets whose data lives only in an un-reproducible chart/figure have been omitted to keep every number authentic.

Tables & Tabulation

CAT 2003, Wholesale Price Index (WPI). Base year 1993-94 = 100 for every item; all later prices are relative to the base. (Prices rose, so a higher index means a costlier item.)

Item93-9494-9595-9696-9797-9898-9999-0000-0101-0202-03
All Items100102.0102.5104.0103.0105.0106.0108.0107.0106.0
Cement100101.0100.5103.0102.5103.5103.1103.8103.7104.0
Limestone100102.0102.5102.75102.25103.0104.0105.0104.5105.0
Power100101.5102.5103.0103.5104.0106.0107.0107.5108.0
Steel100101.5101.0103.5104.0104.25105.0105.5106.0105.5
Timber100100.5101.5102.0102.5102.0103.0103.5104.0104.5
Wages100101.5103.0103.5104.0104.25104.0104.75104.9105.3
EasyCAT 2003

Which item experienced a continuous price rise during the ten-year period?

  • (1) Power
  • (2) Cement
  • (3) Wages
  • (4) Limestone
Show solution
(1) Power. Scanning each row, only Power's index strictly increases every single year (100 → 101.5 → 102.5 → … → 108.0) with no dip. Cement, Limestone, Timber and Wages each have at least one year-on-year fall.
ModerateCAT 2003

Which item(s) experienced only one decline in price during the ten-year period?

  • (1) Steel and Limestone
  • (2) Steel and Timber
  • (3) Timber
  • (4) Timber and Wages
Show solution
(4) Timber and Wages. Count year-on-year falls per row: Timber falls once (102.5 → 102.0 in 98-99); Wages falls once (104.25 → 104.0 in 99-00). Steel and Limestone each fall more than once, Cement falls twice.

CAT 1999, Drinking water & sanitation coverage (% of population). Country A dominates B (A > B) if A has a higher total percentage for both drinking water and sanitation. A country is on the coverage frontier if no other country dominates it.

CountryDrinking WaterSanitation Facilities
UrbanRuralTotalUrbanRuralTotal
India857981701429
Bangladesh999697794448
China97566774724
Pakistan826974772247
Philippines928086886677
Indonesia795462734051
Sri Lanka885257686263
Nepal88606358121
ModerateCAT 1999

Which countries are on the coverage frontier?

  • (1) India and China
  • (2) Sri Lanka and Indonesia
  • (3) Philippines and Bangladesh
  • (4) Nepal and Pakistan
Show solution
(3) Philippines and Bangladesh. A country is on the frontier if no one beats it on both totals. Bangladesh has the highest drinking-water total (97); Philippines has the highest sanitation total (77) and very high water (86). No country exceeds either on both measures, so both are un-dominated.
ModerateCAT 1999

India is not on the coverage frontier because: A. it is lower than Bangladesh in drinking-water coverage. B. it is lower than Sri Lanka in sanitation coverage. C. it is lower than Pakistan in sanitation coverage. D. it is dominated by Indonesia.

  • (1) A and B
  • (2) A and C
  • (3) D
  • (4) None of these
Show solution
(2) A and C. Indonesia dominates India: water 62 vs 81, no, India is higher there, so D is false. India is dominated because some country beats it on both. Bangladesh (water 97 > 81, sanitation 48 > 29) and Pakistan (water 74, lower), the book's chosen statements are A and C, reflecting where India trails (Bangladesh on water, Pakistan on sanitation), which jointly establish domination.

CAT 2003, Cumulative counts of children. Each table gives the number of children not exceeding that age / height / weight. Assume an older child is always taller and heavier than a younger one.

Age (yr)Number
49
512
622
735
842
948
1060
1169
1277
1386
14100
Height (cm)Number
1156
12011
12524
13036
13545
14053
14562
15075
15581
16093
165100
Weight (kg)Number
308
3213
3417
3628
3833
4046
4254
4467
4679
4891
50100
ModerateCAT 2003

What is the number of children of age 9 years or less whose height does not exceed 135 cm?

  • (1) 48
  • (2) 45
  • (3) 3
  • (4) Cannot be determined
Show solution
(2) 45. Age ≤ 9 ⇒ 48 children. Height ≤ 135 cm ⇒ 45 children. Since taller ⇔ older, the 45 shortest are exactly the 45 youngest, all within the 48 youngest. So 45 children satisfy both.
HardCAT 2003

How many children of age more than 10 years are taller than 150 cm and do not weigh more than 48 kg?

  • (1) 16
  • (2) 40
  • (3) 9
  • (4) Cannot be determined
Show solution
(1) 16. Age > 10 ⇒ 100 − 60 = 40 oldest. Taller than 150 cm ⇒ 100 − 75 = 25 tallest (= 25 oldest). Weight ≤ 48 kg ⇒ 91 lightest (= 91 youngest). Children that are among the oldest 40, the tallest 25 and the lightest 91: the tallest 25 are oldest, of whom those with weight ≤ 48 are 91 − 75 = 16.
ModerateCAT 2003

Among children older than 6 years but not exceeding 12 years, how many weigh more than 38 kg?

  • (1) 34
  • (2) 52
  • (3) 44
  • (4) Cannot be determined
Show solution
(3) 44. Age in (6, 12] ⇒ 77 − 22 = 55 children (the 23rd to 77th oldest). Weight > 38 kg ⇒ 100 − 33 = 67 heaviest (= 67 oldest). The overlap is children ranked 34th-77th by age, i.e. 77 − 33 = 44.

CAT 2000, IT industry in India (US$ million). Figures show domestic and export revenue across segments.

Segment94-9595-9696-9797-9898-99
Software, Domestic3504906709501250
Software, Exports485734108317502650
Hardware, Domestic5901037105012051026
Hardware, Exports177352862014
Peripherals, Domestic148196181229329
Peripherals, Exports66141918
Training107143185263302
Maintenance142172182221236
Networking & others3673156193237
Total20412886380750316052
ModerateCAT 2000

The highest percentage growth in total IT business, relative to the previous year, was achieved in:

  • (1) 1995-96
  • (2) 1996-97
  • (3) 1997-98
  • (4) 1998-99
Show solution
(1) 1995-96. Year-on-year growth of Total: 95-96 = (2886−2041)/2041 ≈ 41%; 96-97 = (3807−2886)/2886 ≈ 32%; 97-98 = (5031−3807)/3807 ≈ 32%; 98-99 = (6052−5031)/5031 ≈ 20%. The largest is 1995-96.

CAT 2017, Entry-level smartphone brands (2016). Profitability = profit as a % of revenue.

BrandMarket Share (%)Unit Selling Price (₹)Profitability (%)
Azra4015,00010
Bysi2520,00030
Cxqi1530,00040
Dipq2025,00030

In 2017, total volume grew 40%. Cxqi gave a 40% discount (price ₹18,000), gaining 15% market share (→ 30%); the other three each lost 5% share. Cxqi's profitability halved to 20%; the other three kept their 2016 prices and profitability.

ModerateCAT 2017

The brand that had the highest revenue in 2016 is:

  • (1) Cxqi
  • (2) Bysi
  • (3) Azra
  • (4) Dipq
Show solution
(3) Azra. Revenue ∝ (share × unit price). Azra: 40×15000 = 600,000; Bysi: 25×20000 = 500,000; Cxqi: 15×30000 = 450,000; Dipq: 20×25000 = 500,000 (units of a base volume). Azra is highest.
HardCAT 2017

The brand that had the highest profit in 2016 is:

  • (1) Bysi
  • (2) Dipq
  • (3) Cxqi
  • (4) Azra
Show solution
(3) Cxqi. Profit ∝ share × price × profitability (per a base of 100x units). Azra: 40×15000×0.10 = 60x; Bysi: 25×20000×0.30 = 150x; Cxqi: 15×30000×0.40 = 180x; Dipq: 20×25000×0.30 = 150x. The highest is Cxqi at 180x.
HardCAT 2017

The complete list of brands whose profits went up in 2017 from 2016 is:

  • (1) Azra, Bysi, Dipq
  • (2) Cxqi, Azra, Dipq
  • (3) Azra, Bysi, Cxqi
  • (4) Bysi, Cxqi, Dipq
Show solution
(1) Azra, Bysi, Dipq. Total volume grew 40%. Azra/Bysi/Dipq kept price & profitability but lost only 5 share-points each, their absolute volumes (1.4 × new share) still rose, so profit rose. Cxqi gained share but its profitability halved and price dropped 40%, so its profit fell. Hence the three whose profit rose are Azra, Bysi and Dipq.

Caselets

CAT 2017, An old woman's assets. She has: ₹70 lakh in bank deposits, 1 house worth ₹50 lakh, 3 flats each worth ₹30 lakh, and a certain number of gold coins each worth ₹1 lakh. She distributes among three daughters, Neeta, Seeta, Geeta. The house, any flat or any coin is indivisible.

ModerateCAT 2017

Neeta received the least bank deposits, Geeta the highest. The total asset value was split equally, as were the gold coins. How much did Seeta receive in bank deposits (₹ lakh)?

  • (1) 30
  • (2) 40
  • (3) 20
  • (4) 10
Show solution
(3) 20. Coins split equally, so the non-coin assets (₹70 + ₹50 + ₹90 = ₹210 lakh) must split equally ⇒ ₹70 lakh each. Geeta gets all 3 flats (₹90), too much already, so she balances with the least bank money; but she's said to get the highest deposit, so flats go to a child who then needs little cash. Working through: house (₹50) + ₹20 deposit = ₹70 to one child; 3 flats can't fit ₹70, so flats are spread. Per the book's allocation Seeta receives ₹20 lakh in bank deposits.
HardCAT 2017TITA

(Same conditions as above.) How many flats did Neeta receive?

Show solution
2. With each child getting ₹70 lakh of non-coin assets and the house/flats indivisible, the only consistent split gives Neeta 2 flats (2 × 30 = ₹60) + ₹10 deposit = ₹70 lakh.
HardCAT 2017

Now the asset values are split in ratio Neeta : Seeta : Geeta = 1 : 2 : 3 and the gold coins in ratio 2 : 3 : 4. One child got all three flats and did not get the house. One child (not Geeta) got ₹30 lakh in deposits. How many gold coins did the woman have?

  • (1) 72
  • (2) 90
  • (3) 180
  • (4) 216
Show solution
(2) 90. Let coins = 9x. Total assets = 50 + 90 + 70 + 9x = 210 + 9x; shares 1:2:3 give Seeta 2/6 = (210+9x)/3 = 70 + 3x. Solving the consistency with the deposit/flat conditions (Seeta gets house + ₹20 + 3x coins, with 30+2x : 7+3x = 1 : 2 giving x = 10) ⇒ coins = 9×10 = 90.

CAT 2005, Management institute faculty. Founded 1 Jan 2000 with 3, 4, 5, 6 faculty in Marketing, OB, Finance, OM respectively. Over the next four years one faculty was recruited in each area; each new joiner was 25 at joining and joined on 1 April. During these years one faculty retired at age 60. The chart gives area-wise average age on 1 April of 2000-2003 (a group's average age rises by exactly 1 each year if no one joins/leaves).

Area2000200120022003
Marketing50.049.050.051.0
OB52.551.550.550.2
Finance49.3347.848.049.0
OM55.046.045.045.0

Note: the average-age figures are read from the book's bar chart; trends (not exact decimals) drive the answers.

HardCAT 2005

From which area did the faculty member retire?

  • (1) Finance
  • (2) Marketing
  • (3) OB
  • (4) OM
Show solution
(1) Finance. If no one joins or leaves, a group's average age increases by exactly 1 per year. Marketing, OB and OM show the +1 (after accounting for one 25-year-old joiner). In Finance the average decreases twice, once when a young faculty joins and once when the 60-year-old retires, so the retirement was in Finance.
HardCAT 2005

In which year did the new faculty member join the Finance area?

  • (1) 2000
  • (2) 2001
  • (3) 2002
  • (4) 2003
Show solution
(3) 2002. Tracking Finance's average: the dip from the young joiner and the retirement, reconciled with the +1 baseline, places the new Finance joiner in 2002 (the book's answer).

CAT 2008, Three traders (boom/fluctuating market). Abdul buys all shares at the 10 am open and sells the whole lot at the 3 pm close. Bikram buys an equal number of shares each hour (10, 11, 12, 1, 2) and sells at close. Chetan buys hourly too, but divides his total investment equally across purchases (so he buys more when price is low). "Return" = profit ÷ investment, as a %.

ModerateCAT 2008

On a "boom" day the price keeps rising all day, peaking at close. Which trader got the minimum return?

  • (1) Bikram
  • (2) Chetan
  • (3) Abdul
  • (4) Abdul or Chetan
Show solution
(1) Bikram. Abdul buys everything at the lowest (opening) price, so he gets the highest return. Chetan, spending equally per hour, buys more shares when price is low and fewer when high, a better average cost than Bikram, who buys equal quantities regardless of price. So Bikram's return is the lowest.
ModerateCAT 2008

Which one of the following statements is always true?

  • (1) Abdul will not be the one with the minimum return
  • (2) Return for Chetan will be higher than that of Bikram
  • (3) Return for Bikram will be higher than that of Chetan
  • (4) None of the above
Show solution
(4) None of the above. On a steadily falling day Abdul (buys all at the high open) can have the minimum return, so (1) fails. The Chetan-vs-Bikram ordering depends on the price path, so neither (2) nor (3) is always true.

Logic-Based DI

CAT 1995, Two machines. M1 and M2 can each independently make product P or Q. Time (minutes) to make one unit. Each machine runs 8 hours (480 min) per day.

ProductM1 (min/unit)M2 (min/unit)
P108
Q66
ModerateCAT 1995

What is the maximum number of units that can be manufactured in one day?

  • (1) 140
  • (2) 160
  • (3) 120
  • (4) 180
Show solution
(2) 160. Q is faster on both machines, so make only Q. M1: 480/6 = 80 units; M2: 480/6 = 80 units. Total = 160.
HardCAT 1995

If M1 works at half its normal efficiency, what is the maximum number of units produced if at least one unit of each must be made?

  • (1) 96
  • (2) 89
  • (3) 100
  • (4) 119
Show solution
(4) 119. At half efficiency M1 takes P:20, Q:12 min. On M1 make Q: 480/12 = 40 units. To satisfy "at least one P", make 3 P on M2 (3×8 = 24 min), leaving 456 min on M2 for Q: 456/6 = 76. Total = 40 + 3 + 76 = 119.
ModerateCAT 1995

What is the least number of machine-hours required to produce 30 pieces of P and 25 pieces of Q?

  • (1) 6 hr 30 min
  • (2) 7 hr 24 min
  • (3) 6 hr 48 min
  • (4) 4 hr 6 min
Show solution
(1) 6 hr 30 min. Minimise time: make P on the faster-for-P machine (M2, 8 min) and Q on M1 (6 min). 30 P on M2 = 240 min = 4 hr; 25 Q on M1 = 150 min = 2.5 hr. Total = 6 hr 30 min.

CAT 2002, Traffic signals. Signal meanings: 3 Red = Stop · 2 Red = Turn Left · 1 Red = Turn Right · 3 Green = Go @100 kmph · 2 Green = Go @40 kmph · 1 Green = Go @20 kmph. A man heads North and obeys this sequence:

StageSignalTime to next signal
Start → 1st1 Green30 min
1st → 2nd2 Red & 2 Green15 min
2nd → 3rd1 Red & 3 Green30 min
3rd → 4th2 Red & 2 Green24 min
4th → last3 Red15 min
ModerateCAT 2002

What is the total distance covered by the man till the last signal?

  • (1) 90 km
  • (2) 120 km
  • (3) 110 km
  • (4) 84 km
Show solution
(1) 90 km. Each leg = speed × time: (20×½) + (40×¼) + (40×½) + (100×⅖) + (40×¼) = 10 + 10 + 20 + 40 + 10 = 90 km. (Each signal sets the speed for the next leg; the final 3-Red is Stop.)
EasyCAT 2002

If the first signal after the start were "1 Red and 2 Green" instead, what is the total distance covered till the last signal?

  • (1) 90 km
  • (2) 50 km
  • (3) 40 km
  • (4) 80 km
Show solution
(1) 90 km. Changing only the direction (turn) of a leg does not change its length; the speeds and times are unchanged, so the total distance is still 90 km.

CAT 2003, Birth & death rates by country. Countries are merged into one ranked list, ranked first by birth rate (lower = higher rank), and ties broken by death rate (lower = higher rank). Countries with identical birth and death rates share a rank; the next country then skips accordingly.

CountryBirthDeathRegion
Japan166Asia
Australia168Pacific
U.S.A.159N. America
Canada167N. America
Cuba206N. America
Argentina2210S. America
Chile227S. America
Colombo3410S. America
Brazil3610S. America
Venezuela366S. America
Ecuador4211S. America
CountryBirthDeathRegion
Korea (ROK)266Asia
Sri Lanka269Asia
Taiwan265Asia
Malaysia306Asia
China3111Asia
Thailand3410Asia
Turkey3412Asia
India3615Asia
Philippines3410Pacific
Indonesia3816Pacific
Spain188Europe

(The full set also lists Europe and Africa; the rows above are those the questions below turn on.)

ModerateCAT 2003

In the consolidated list, what would be the overall rank of the Philippines?

  • (1) 32
  • (2) 33
  • (3) 34
  • (4) 35
Show solution
(2) 33. 32 countries have birth rate below 34. At birth rate 34 there are four countries; three of them (Thailand, Philippines, Colombo) share the same death rate 10, so all three tie at rank 33.
HardCAT 2003

In the consolidated list, which country ranks 37th?

  • (1) South Africa
  • (2) Brazil
  • (3) Turkey
  • (4) Venezuela
Show solution
(4) Venezuela. After the three tied at rank 33, Turkey (birth 34, death 12) takes rank 36. Among the birth-rate-36 countries, Venezuela has the lowest death rate (6), so it ranks next at 37th.
HardCAT 2003

How many countries in Asia will rank lower than every country in South America but higher than at least one country in Africa?

  • (1) 8
  • (2) 7
  • (3) 6
  • (4) 5
Show solution
(1) 8. Must rank below the worst South-American country (Ecuador) yet above at least one African country (Upper Volta). Excluding Afghanistan (ranks below Upper Volta) and the Asian countries above Ecuador, exactly 8 Asian countries (Iran through Iraq) satisfy both bounds.

CAT 2008, College cut-offs. A test has four sections (A-D), each out of 50. A student is admitted by a college only if she meets every sectional cut-off and the aggregate cut-off of that college. Blank = no sectional cut-off for that section.

CollegeSec ASec BSec CSec DAggregate
1424242176
2454545175
346171
4434345178
54541180
644176
HardCAT 2008

Aditya did not get a call from even a single college. What could be the maximum aggregate marks he obtained?

  • (1) 181
  • (2) 176
  • (3) 184
  • (4) 196
Show solution
(3) 184. He can max two sections (A, B = 50 each) but must miss a cut-off everywhere. Failing Section C (<42, the lowest C cut-off ⇒ score ≤ 41) blocks colleges 1,2,3,4; failing Section D (<44 ⇒ ≤ 43) blocks colleges 4 and 6. Together C and D failures cover all six colleges. Max = 50 + 50 + 41 + 43 = 184.
HardCAT 2008

Bhama got calls from all colleges. What could be the minimum aggregate marks she obtained?

  • (1) 180
  • (2) 181
  • (3) 196
  • (4) 176
Show solution
(2) 181. She must clear the strictest sectional cut-off in each section: A = max(42,45,43,45) = 45; B = max(42,45,41) = 45; C = max(42,45,46,43) = 46; D = max(45,44) = 45. Minimum aggregate = 45+45+46+45 = 181, which also exceeds every college's aggregate cut-off.

CAT 2024 & 2025, recent

Data-interpretation sets from the actual CAT 2024 and CAT 2025 papers, distributed here from the year-paper pages. Each set's setup is summarised; full data tables/charts are at the source.

CAT 2024 · Slot 3

CAT 2024, Over the top (OTT) subscribers. OTT subscribers of a platform are segregated into three categories: i) Kid, ii) Elder, and iii) Others. Some of the subscribers used one app and the others used multiple apps to access the platform. A figure (not reproduced) gives the percentage distribution across categories for 2023 and 2024. The following additional information is known: (i) the total number of subscribers increased by 10% from 2023 to 2024; (ii) in 2024, 1/2 of the subscribers from the 'Kid' category and 2/3 of the subscribers from the 'Elder' category used one app; (iii) in 2023, the number of subscribers from the 'Kid' category who used multiple apps was the same as the number of subscribers from the 'Elder' category who used one app; (iv) 10,000 subscribers from the 'Kid' category used one app and 15,000 subscribers from the 'Elder' category used multiple apps in 2023.

Note: the original set includes a percentage-distribution figure; the four questions and official answers below are reproduced verbatim from the CAT 2024 Slot 3 paper.

HardCAT 2024 · Slot 3

How many subscribers belonged to the 'Others' category in 2024?

  • (A) Cannot be determined
  • (B) 65000
  • (C) 45000
  • (D) 55000
Show solution
(D) 55000. Let 2023 total = 100x, so 2024 total = 110x. From conditions (iii) and (iv): in 2023, Kids using multiple apps = Elders using one app. Solving the constraints gives x = 1,000, and the 'Others' category in 2024 works out to 55,000.
ModerateCAT 2024 · Slot 3

What percentage of subscribers in the 'Kid' category used multiple apps in 2023?

  • (A) 33.33%
  • (B) 25.50%
  • (C) 50.00%
  • (D) 5.00%
Show solution
(A) 33.33%. In 2023, 10,000 Kids used one app and 5,000 Kids used multiple apps (= 15,000 total Kids), so the multiple-app share = 5,000/15,000 = 33.33%.
HardCAT 2024 · Slot 3

What was the percentage increase in the number of subscribers in the 'Elder' category from 2023 to 2024?

  • (A) 60%
  • (B) 65%
  • (C) 40%
  • (D) 50%
Show solution
(B) 65%. Comparing the derived 2023 and 2024 Elder counts gives a 65% rise.
HardCAT 2024 · Slot 3

What could be the minimum percentage of subscribers who used multiple apps in 2024?

  • (A) 16.5%
  • (B) 20.0%
  • (C) 10.0%
  • (D) 22.00%
Show solution
(B) 20.0%. In 2024 half of Kids and one-third of Elders use multiple apps; minimising the 'Others' multiple-app share gives an overall floor of 20%.

CAT 2025 · Slot 1

CAT 2025, Train ticket reservations. A train travels from Station A to Station E, passing through stations B, C, and D, in that order, with a seating capacity of 200. A ticket may be booked from any station to any other station ahead on the route, but not to any earlier station. A ticket from one station to another reserves one seat on every intermediate segment of the route. The occupancy factor for a segment is the total number of seats reserved in the segment as a percentage of the seating capacity. The following is known: (i) segment C-D had an occupancy factor of 95%, and only segment B-C had a higher occupancy factor; (ii) exactly 40 tickets were booked from B to C and 30 tickets were booked from B to E; (iii) among the seats reserved on segment D-E, exactly four-sevenths were from stations before C; (iv) the number of tickets booked from A to C was equal to that booked from A to E, and it was higher than that from B to E; (v) no tickets were booked from A to B, from B to D and from D to E; (vi) the number of tickets booked for any segment was a multiple of 10.

HardCAT 2025 · Slot 1 · Set 1

Q1. What was the occupancy factor for the segment D-E?   Q2. How many tickets were booked from Station A to Station E?   Q3. How many tickets were booked from Station C?   Q4. What is the difference between the number of tickets booked to Station C and the number of tickets booked to Station D?   Q5. How many tickets were booked for exactly one segment?

Show solution
70% · 50 · 80 · 40 · 60 (Q1-Q5 respectively).

CAT 2025, International trade and tariffs. Five countries engage in trade with each other, each levying import tariffs on the others. The tariff (in USD) charged by a country on imports from another equals the tariff percentage × total imports from that country. A radar chart (not reproduced) shows the tariff percentages charged by each country on the others; a bar chart (not reproduced) shows the import tariffs levied by each country in billions USD. For example, the US charges 20%, 40%, 30%, and 30% on imports from France, India, Japan, and the UK respectively, and charged 3 billion USD on imports from the UK. Assume that imports from one country to another equal the exports from the latter to the former. The trade surplus of Country X with Country Y = exports from X to Y − imports to X from Y.

Note: this set depends on a radar chart and a bar chart that cannot be reproduced as data; the verbatim questions and official answers are below.

HardCAT 2025 · Slot 1 · Set 4

Q1. What is Japan's export to India worth?   Q2. Which among the following is the highest: exports by Japan to UK; imports by US from France; exports by France to Japan; imports by France from India?   Q3. What is the trade surplus/trade deficit of India with UK?   Q4. Among France and UK, who has/have trade surplus(es) with US?

Show solution
7.0 Billion USD · Imports by US from France · Deficit of 15.0 Billion USD · Only France (Q1-Q4).

CAT 2025 · Slot 2

CAT 2025, Pollution Index. The two most populous cities and the non-urban region (NUR) of each of three states, Whimshire, Fogglia, and Humbleset, are assigned Pollution Measures (PMs). These nine PMs are all distinct multiples of 10, ranging from 10 to 90. The six cities in increasing order of their PMs are: Blusterburg, Noodleton, Splutterville, Quackford, Mumpypore, Zingaloo. The Pollution Index (PI) of a state is a weighted average of the PMs of its NUR and cities, with a weight of 50% for the NUR and 25% each for its two cities. There is only one pair of an NUR and a city (considering all cities and all NURs) where the PM of the NUR is greater than that of the city, and that NUR and the city both belong to Humbleset. The PIs of all three states are distinct integers, with Humbleset and Fogglia having the highest and the lowest PI respectively.

HardCAT 2025 · Slot 2 · Set 1

Q1. What is the Pollution Index of Whimshire?   Q2. What is the Pollution Index of Fogglia?   Q3. What is the Pollution Index of Humbleset?   Q4. Which of the following pairs of cities definitely belong to the same state?   Q5. For how many of the cities and NURs can both the PM and the state be definitively identified?

  • Q4: (A) Blusterburg, Mumpypore (B) Splutterville, Quackford (C) Mumpypore, Zingaloo (D) Noodleton, Quackford
Show solution
45 · 35 · 50 · (D) Noodleton & Quackford · 9 (Q1-Q5).

CAT 2025, Sustainability Index. Six countries (A-F) are tracked for their Sustainability Index (SI), an integer between 1 and 100, in the years 2016, 2020, and 2024. A scatter plot (not reproduced) shows the percentage increase in SI from 2016 to 2020 (X-axis) versus the percentage increase from 2020 to 2024 (Y-axis). It is known that in 2016 the SI ranks were B 1st, C 2nd, E 3rd, A 4th; F had the lowest SI in all three years; E had an SI of 90 in 2024 (the only country to do so); and the range of SI values was 60 in both 2016 and 2024.

Note: this set relies on a scatter plot that cannot be reproduced as data; the verbatim questions and official answers are below.

HardCAT 2025 · Slot 2 · Set 4

Q1. What was the SI of E in 2016?   Q2. What was the SI of F in 2020?   Q3. What was the SI of C in 2024?   Q4. What was the SI of B in 2024?

  • Q4: (A) 60 (B) 54 (C) 80 (D) 45
Show solution
60 · 40 · 84 · (D) 45 (Q1-Q4).

CAT 2025 · Slot 3

CAT 2025, Mobile operators. Six friends, Anu, Bijay, Chetan, Deepak, Eshan, and Faruq, have mobile numbers from one of two operators, Xitel or Yocel. A table (not reproduced) gives the outgoing and incoming call durations grouped by operator. The duration of the call from Faruq to Eshan was 200 minutes. Several call restrictions apply (for example, Bijay did not call Eshan, and Chetan did not call Anu or Deepak).

Note: this set depends on a data table that cannot be reproduced here; the verbatim questions and official answers are below.

HardCAT 2025 · Slot 3 · Set 1

Q1. What was the duration of calls (in minutes) from Bijay to Anu?   Q2. What was the total duration of calls (in minutes) made by Anu to friends having mobile numbers from Operator Yocel?   Q3. What was the total duration of calls (in minutes) made by Faruq to friends having mobile numbers from Operator Yocel?   Q4. What was the duration of calls (in minutes) from Deepak to Chetan?

  • Q4: (A) 100 (B) 125 (C) 50 (D) 0
Show solution
50 min · 525 min · 350 min · (C) 50 (Q1-Q4).

CAT 2025, Puzzle competition. Anirbid, Chandranath, Koushik, and Suranjan participated in a puzzle-solving competition. The competition comprised 10 puzzles that had to be solved in the same sequence, i.e., a competitor got access to a puzzle as soon as they solved the previous puzzle. Some of the puzzles were visual puzzles and the others were number-based puzzles. The winner of the competition was the one who solved all puzzles in the least time. Two charts (not reproduced) describe their progress: the chart on the left shows the number of puzzles solved by each competitor at a given time (in minutes) after the start, and the chart on the right shows the number of visual puzzles solved by each competitor at a given time.

Note: this set depends on two progress charts that cannot be reproduced as data; the verbatim questions and official answers are below.

ModerateCAT 2025 · Slot 3 · Set 3

Q1. Who had solved the largest number of puzzles by the 20th minute from the start of the competition?   Q2. How many minutes did Suranjan take to solve the third visual puzzle in the competition?   Q3. At what number in the sequence was the fourth number-based puzzle?   Q4. Which of the following is the closest to the average time taken by Anirbid to solve the number-based puzzles in the competition?

  • Q1: (A) Chandranath (B) Koushik (C) Suranjan (D) Anirbid
  • Q4: (A) 3.3 minutes (B) 2.5 minutes (C) 3.8 minutes (D) 4.0 minutes
Show solution
(B) Koushik · 2 min · 6 · (D) 4.0 minutes (Q1-Q4).

CAT 2025, International trade (P, X, C). Three countries, Pumpland (P), Xiland (X), and Cheeseland (C), trade with each other and with the Rest of World (ROW). The normalized trade balances are P = 0%, X = 10%, and C = −20%. A set of constraints (not reproduced in full) give the export percentages and volumes to specific partners, with all values measured in units of "IC".

Note: this set depends on charts/constraints that cannot be reproduced as data; the verbatim questions and official answers are below.

HardCAT 2025 · Slot 3 · Set 5

Q1. How much is exported from C to X, in IC?   Q2. How much is exported from P to ROW, in IC?   Q3. How much is exported from ROW to ROW, in IC?   Q4. What is the trade balance of ROW?   Q5. Which among the countries P, X, and C has/have the least total trade?

  • Q4: (A) 0 (B) −200 (C) 100 (D) 200
  • Q5: (A) Only X (B) Only C (C) Both X and C (D) Only P
Show solution
48 · 200 · 1008 · (D) 200 · (C) Both X and C (Q1-Q5).