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Data Arrangement

Competitive Mathematics · Data Interpretation

8 Part6 worked examples12 practice questions

Data arrangement means putting numbers that are scattered in a paragraph, an incomplete table, a set of clues or several sources into a frame (a table, a Venn diagram, a ranked list) so that every number has an address (row, column) and the answer almost appears by itself. Many exam questions give no table or chart at all — only numbers in sentences (these are called caselets). Others give an incomplete table, or clues like “A is more than B, C is exactly twice D” and ask for the order. The job is always the same: arrange first, then calculate.

◭ Diagram
The five-step arrangement habit1Read: pick each number and its base2Frame: rows, columns, totals3Fill totals first, then the givens4Fill the rest from lone-blank lines5Answer, then check with the totals
Every question follows these five steps; the rest of the chapter practises them.
  • Part 1 — the basics: turning a paragraph into a table, and turning words like “more than”, “twice”, “of the” into numbers.
  • Part 2 — caselets: percents, Venn diagrams for two and three groups, ratios.
  • Part 3 — incomplete tables: filling blanks from totals, averages, percents and ratios; the order of filling; is the answer unique?
  • Part 4 — order and clues: fixing values from clues like “more than”, “second highest”, “exactly twice”; ordering day-wise and month-wise series.
  • Part 5 — several sources: two tables, a table + a chart, a table + text, converting units.
  • Part 6 — testing inferences: which statement is definitely true; true / false / cannot be determined; a sufficiency check.
  • Part 7 — speed and accuracy: estimation, common traps and a time plan.
1

Part 1 — The basics of arranging

Paragraph → table · words → numbers

Building the frame and turning language into numbers.

Turning a paragraph into a table

The 2 × 2 frame, totals first

Placing numbers given only in words into rows and columns.

The idea

A paragraph is a heap of numbers. Solving it straight from the words is like hunting for a shirt in an unsorted cupboard. A table is the cupboard in which every number has its own place. First a few words: a row (a line across), a column (a line down), a cell (where a row and a column meet; one number sits there) and a total (the sum of a row or a column). When every person is described by two features — say boy/girl and club member/not — there are four cells, and each person falls in exactly one cell, so nobody is counted twice.

◭ Diagram
The empty 2 × 2 frameCond. 1Cond. 2TotalGroup 1Group 2Totalaba + bcdc + da + cb + dN
The two cells of each row add to its total; the same for each column; the corner cell is the grand total .
∑ Formula
The four cells, the totals in both directions and the grand total
the numbers in the four cells
the grand total

Here are the numbers in the four cells and is the grand total. The check: the row totals add up to and so do the column totals — if not, there is a slip somewhere.

Steps

  1. Read and underline: with every number note what it counts (“30 of the boys”, “240 in all”).
  2. Choose the frame: put in the rows the groups that the sentence says “of the …” (these are the bases) and in the columns the conditions. Add one row and one column for totals.
  3. Write the totals first, then the numbers that are given directly. Write “?” for what is unknown.
  4. Look for a lone-blank line (a row or column with just one “?”) and fill it with ; repeat.
  5. Now read the answer from the table and check row totals against column totals.
Spot itHow to recognise it: words like “of them”, “the rest”, “the others”, “in all”, “among whom” or a paragraph with two features: draw a 2 × 2 table at once. With three features (three groups) draw a Venn diagram (Part 2).

Worked examples

A recruitment exam has 250 candidates. Of them, 50 are men and the rest are women. Among the men, 20 are successful, while among the women, 100 are successful. All the others are unsuccessful.

Example 1 · Basic
How many candidates in all are successful?
Solution, step by step
  1. 1There are two groups (men, women) and two conditions (successful, unsuccessful), so draw a 2 × 2 table; every person then lands in exactly one cell and nobody is counted twice.
  2. 2Write the row totals: men = 50, women = 250 − 50 = 200. Then the “rest” of each row: men: unsuccessful = 50 − 20 = 30; women: unsuccessful = 200 − 100 = 100.
  3. 3Add the successful column: 20 + 100 = 120.
Answer 120
Trap: stopping at one row. The question asks for the total, so both rows are needed.
Example 2 · Standard
What percent of the men are successful?
Solution, step by step
  1. 1The base is the whole men row: 20 ÷ 50 × 100 = 40%.
Answer 40%
The base is the group whose percent is asked.

The finished table:

GroupsuccessfulunsuccessfulTotal
men203050
women100100200
Total120130250

A library has 180 members, of whom 100 are men. In all, 120 of the members are users of the online portal, and 60 of these are men.

Example 3 · Advanced
What percent of all the members who are users of the online portal are men?
Solution, step by step
  1. 1There are two groups (men, women) and two conditions (users of the online portal, non-users of it), so draw a 2 × 2 table; every person then lands in exactly one cell and nobody is counted twice.
  2. 2women = 180 − 100 = 80. women among users of the online portal = 120 − 60 = 60 (column total − known). Then the rest: men/non-users of it = 40, women/non-users of it = 20.
  3. 3Here the base is the whole users of the online portal column (120), not the men row: 60 ÷ 120 × 100 = 50%.
Answer 50%
Row or column — the base is whatever the question says “of”.

Try yourself

A library has 600 members. Of them, 300 are men and the rest are women. Among the men, 180 are users of the online portal, while among the women, 75 are users of the online portal. All the others are non-users of it.

BasicTry it yourself first
How many women are non-users of it?
BasicTry it yourself first
By how many does the number of members who are users of the online portal differ from the number who are non-users of it?
StandardTry it yourself first
Find the ratio of the number of members who are users of the online portal to the number who are non-users of it.

A colony survey covers 200 families, of whom 100 are families with a car. In all, 150 of the families are users of LPG, and 75 of these are families with a car.

StandardTry it yourself first
How many families with a car are non-users of LPG?
StandardTry it yourself first
What percent of all the families are non-users of LPG?
AdvancedTry it yourself first
What percent of all the families who are users of LPG are families with a car?

Turning words into numbers

“more than”, “twice”, “of the” — find the base

The dictionary of caselet language and the rule of the base.

The idea

The real difficulty of a caselet is not the maths but the language. The same figure changes its meaning when the base changes: in “A is 20% more than B” the base of 20% is B, but in “by what percent is B less than A” the base becomes A. So in every comparison sentence first ask: “compared with what?” — the thing after “than” is the base; treat it as 100 (or 1) and go on.

In the sentenceWrite asBase
A is more than BB
A is less than BB
A is twice / thrice B / B
A is more than Bplain addition
of the X are YX
of the totaltotal
ratio split the total into partstotal
“the rest” / “the others”group total − numbers so farthat group’s total

Here: are two quantities, are percents, is a plain difference, the total, groups. The commonest slip: taking “more than” and “less than” as the same percent turned round — but when the base changes, the percent changes (see the example below).

Steps

  1. In every comparison sentence underline the thing after “than” (the base).
  2. Start from the quantity whose value is given and compute the next one from it.
  3. The next sentence uses the value just found as its base — in a chain the base changes at every step.
  4. Do not use a percent for a plain difference (₹ 40 more) and do not add or subtract plainly for a percent.
  5. When the total is given and the base is unknown, call the smallest quantity and write an equation for the total.
CheckCheck: if A is 25% more than B then B is less than A — not 25%. The base changed, so the percent changed.

Worked examples

Library F’s monthly issues are 240 books. Library D’s monthly issues are 25% more than Library F’s. Library C’s monthly issues are 25% less than Library D’s.

Example 4 · Basic
Find Library D’s monthly issues.
Solution, step by step
  1. 1“D is 25% more than F” has F as its base: D = 240 × 125/100 = 300.
  2. 2“C is 25% less than D” has D (not F) as its base now: C = 300 × 75/100 = 225.
Answer 300 books
ItemLibrary FLibrary DLibrary C
monthly issues240300225

The total wheat yield of the three (Farm F, D, A) is 780 quintals. Farm D’s wheat yield is twice Farm F’s. Farm A’s wheat yield is 30 quintals more than Farm D’s.

Example 5 · Standard
Find Farm A’s wheat yield.
Solution, step by step
  1. 1Call the smallest one x: F = x, so D = 2x and A = 2x + 30.
  2. 2Total: x + 2x + 2x + 30 = 780 ⟹ 5x = 750 ⟹ x = 150. So D = 300, A = 330.
Answer 330 quintals
Example 6 · Advanced
Find the difference between the largest and the smallest wheat yield.
Solution, step by step
  1. 1Largest 330, smallest 150; difference 180.
Answer 180 quintals

Try yourself

Farm A’s wheat yield is 480 quintals. Farm F’s wheat yield is 50% more than Farm A’s. Farm B’s wheat yield is 50% less than Farm F’s.

BasicTry it yourself first
Find Farm F’s wheat yield.
BasicTry it yourself first
Find the total wheat yield of the three.
StandardTry it yourself first
Farm B’s wheat yield is what percent of Farm A’s?

The total monthly sales of the three (Shop A, C, D) are ₹ 420 thousand. Shop C’s monthly sales are twice Shop A’s. Shop D’s monthly sales are ₹ 20 thousand more than Shop C’s.

StandardTry it yourself first
Find Shop A’s monthly sales.
AdvancedTry it yourself first
Find the difference between the largest and the smallest monthly sales.
AdvancedTry it yourself first
Find the average monthly sales of the three.
2

Part 2 — Caselets

Percents · Venn diagrams · ratios

Questions that give no table, only a paragraph.

Caselets with percents

Every percent has its own base

Going down from the total to a group and then to a part of the group.

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Two groups: the Venn diagram

Only A, both, only B, neither

When people can belong to two groups, make four regions.

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Three groups: seven regions

Fill from the middle outwards

The three-circle Venn diagram and inclusion–exclusion.

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Caselets with ratios

Find “one part”

Numbers from a ratio and a total, matching two units, and chains of ratios.

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3

Part 3 — Incomplete tables

Blanks from totals, averages, percents, ratios

The order of filling the blanks and checking that the answer is unique.

Blanks from totals and averages

A lone blank = total − the rest

Like sudoku: begin where a line has only one blank.

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Percent and ratio conditions

Number ↔ percent; the leftover row; one part

When a table mixes numbers and percents, or gives a ratio condition.

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Order of filling and a unique answer

Lone blanks, rounds and the rectangle trap

Which cell comes first, how many rounds it takes, and when the answer is not unique.

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4

Part 4 — Order and clues

“more than”, “second highest”, “exactly twice”

Use clues to fix who gets which value, and put a series in order.

Clue puzzles with numbers

A list of values + clues = one arrangement

Giving five people five given values.

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Days in a line: position clues

Before, after, the day just next

When the "people" are ordered days such as Monday to Saturday.

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Putting a series in order

Ranks, median, successive differences, ranks in two columns

Arranging a month-wise or day-wise table in order to answer.

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5

Part 5 — Several sources

Two tables · table + chart · table + text

Joining two sources by name and unit to get the answer.

Two tables and matching units

Join by name, match units, then multiply

Finding revenue from a quantity table and a price table.

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A table and a chart together

Number = percent × the right total

The table gives the totals, the chart the percents; together they give numbers.

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A table and conditions in text

Turn each condition into a new value

Applying changes given in the text to the table’s figures.

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6

Part 6 — Drawing inferences

True · false · cannot be determined

Which statement definitely follows from the given data.

Testing statements against a table

Check exactly the numbers each statement needs

“Definitely true”, “not true” and “how many are true”.

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From figures in words: true / false / cannot be determined

Test the smallest and the largest possible value

When the data is incomplete, which statement holds in every case.

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A quick sufficiency check

Do the statements leave exactly one answer?

Deciding whether a solution can be found, without solving.

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7

Part 7 — Speed and accuracy

Estimation · traps · time plan

Reaching the right answer with less calculation and avoiding the common slips.

Estimation and approximation

Round, then look at how far apart the options are

Tricks that save the full calculation.

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Common traps

Base, units, double counting, percentage points

The slips that cost most marks and how to avoid each.

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A time plan and checks

A set of five questions in about six minutes

How to read a set, which question to do first, when to skip, and what to check at the end.

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8

Summary, mixed practice, revision

All methods in one place

A table of all methods, an exam-level mixed set and revision.

Summary of all methods

Pick the method as you read

Each method: when to use it and the key move.

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Mixed practice

All types, exam level

Questions in the style of SSC CGL / CHSL, RRB, bank and state exams.

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Revision — flip and test yourself

Once before the exam

Think of the answer first, then flip the card.

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