Data Arrangement
Competitive Mathematics · Data Interpretation
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.
- 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.
Part 1 — The basics of arranging
Building the frame and turning language into numbers.
Turning a paragraph into a table
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.
- 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
- Read and underline: with every number note what it counts (“30 of the boys”, “240 in all”).
- 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.
- Write the totals first, then the numbers that are given directly. Write “?” for what is unknown.
- Look for a lone-blank line (a row or column with just one “?”) and fill it with ; repeat.
- Now read the answer from the table and check row totals against column totals.
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.
- 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.
- 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.
- 3Add the successful column: 20 + 100 = 120.
- 1The base is the whole men row: 20 ÷ 50 × 100 = 40%.
The finished table:
| Group | successful | unsuccessful | Total |
|---|---|---|---|
| men | 20 | 30 | 50 |
| women | 100 | 100 | 200 |
| Total | 120 | 130 | 250 |
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.
- 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.
- 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.
- 3Here the base is the whole users of the online portal column (120), not the men row: 60 ÷ 120 × 100 = 50%.
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.
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.
Turning words into numbers
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 sentence | Write as | Base |
|---|---|---|
| A is more than B | B | |
| A is less than B | B | |
| A is twice / thrice B | / | B |
| A is more than B | plain addition | |
| of the X are Y | X | |
| of the total | total | |
| ratio | split the total into parts | total |
| “the rest” / “the others” | group total − numbers so far | that 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
- In every comparison sentence underline the thing after “than” (the base).
- Start from the quantity whose value is given and compute the next one from it.
- The next sentence uses the value just found as its base — in a chain the base changes at every step.
- Do not use a percent for a plain difference (₹ 40 more) and do not add or subtract plainly for a percent.
- When the total is given and the base is unknown, call the smallest quantity and write an equation for the total.
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.
- 1“D is 25% more than F” has F as its base: D = 240 × 125/100 = 300.
- 2“C is 25% less than D” has D (not F) as its base now: C = 300 × 75/100 = 225.
| Item | Library F | Library D | Library C |
|---|---|---|---|
| monthly issues | 240 | 300 | 225 |
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.
- 1Call the smallest one x: F = x, so D = 2x and A = 2x + 30.
- 2Total: x + 2x + 2x + 30 = 780 ⟹ 5x = 750 ⟹ x = 150. So D = 300, A = 330.
- 1Largest 330, smallest 150; difference 180.
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.
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.
Part 2 — Caselets
Questions that give no table, only a paragraph.
Caselets with percents
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
When people can belong to two groups, make four regions.
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Three groups: seven regions
The three-circle Venn diagram and inclusion–exclusion.
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Caselets with ratios
Numbers from a ratio and a total, matching two units, and chains of ratios.
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Part 3 — Incomplete tables
The order of filling the blanks and checking that the answer is unique.
Blanks from totals and averages
Like sudoku: begin where a line has only one blank.
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Percent and ratio conditions
When a table mixes numbers and percents, or gives a ratio condition.
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Order of filling and a unique answer
Which cell comes first, how many rounds it takes, and when the answer is not unique.
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Part 4 — Order and clues
Use clues to fix who gets which value, and put a series in order.
Clue puzzles with numbers
Giving five people five given values.
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Days in a line: position clues
When the "people" are ordered days such as Monday to Saturday.
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Putting a series in order
Arranging a month-wise or day-wise table in order to answer.
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Part 5 — Several sources
Joining two sources by name and unit to get the answer.
Two tables and matching units
Finding revenue from a quantity table and a price table.
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A table and a chart together
The table gives the totals, the chart the percents; together they give numbers.
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A table and conditions in text
Applying changes given in the text to the table’s figures.
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Part 6 — Drawing inferences
Which statement definitely follows from the given data.
Testing statements against a table
“Definitely true”, “not true” and “how many are true”.
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From figures in words: true / false / cannot be determined
When the data is incomplete, which statement holds in every case.
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A quick sufficiency check
Deciding whether a solution can be found, without solving.
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Part 7 — Speed and accuracy
Reaching the right answer with less calculation and avoiding the common slips.
Estimation and approximation
Tricks that save the full calculation.
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Common traps
The slips that cost most marks and how to avoid each.
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A time plan and checks
How to read a set, which question to do first, when to skip, and what to check at the end.
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Summary, mixed practice, revision
A table of all methods, an exam-level mixed set and revision.
Summary of all methods
Each method: when to use it and the key move.
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Mixed practice
Questions in the style of SSC CGL / CHSL, RRB, bank and state exams.
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Revision — flip and test yourself
Think of the answer first, then flip the card.
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