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Data Interpretation Questions and Answers

Important Instructions
Direction for [ Question No: 71 To 73 ] :

Following table provides the data regarding the people who are seeking asylum in different countries. Asylum seekers: Share of top 15 receiving countries in total number of applications

All the data given in the table below are in percentages. For example, in 2007, USA received 15% applications out of total asylum seekers applications.

Countries: 2007 2008 2009 2010 2011
USA: 15 13 13 15 17
France: 9 9 11 13 12
Germany: 6 6 7 11 10
Italy: 4 8 5 3 8
Sweden: 11 6 6 9 7
Belgium: 3 3 5 6 6
UK: 8 8 8 6 6
Canada: 8 10 9 6 6
Switzerland: 3 4 4 4 4
Turkey: 2 3 2 3 4
Austria: 4 3 4 3 3
Netherlands: 2 4 4 4 3
Australia: 1 1 2 3 3
Greece: 8 5 4 3 2
Norway: 2 4 5 3 2

71.

The sum of ranks of Germany across the given duration is:

Exam Year(s)

HPPSC HPAS - 2021,

Answer: C

The ranks of Germany add up to 24.

Rank each year by share, counting tied countries at the same rank and skipping the next rank, as the key does:

\[ \begin{aligned} 2007 &: \text{share } 6,\ \text{rank } 7 \\ 2008 &: \text{share } 6,\ \text{rank } 6 \\ 2009 &: \text{share } 7,\ \text{rank } 5 \\ 2010 &: \text{share } 11,\ \text{rank } 3 \\ 2011 &: \text{share } 10,\ \text{rank } 3 \end{aligned} \]

In 2007 six countries are above Germany (USA 15, Sweden 11, France 9, and UK, Canada and Greece at 8), so Germany is 7th. In 2008 five are above it (13, 10, 9, 8, 8) and Sweden ties with it at 6. In 2009 four are above (13, 11, 9, 8), and in 2010 and 2011 only the USA and France are above. The sum is 7 + 6 + 5 + 3 + 3 = 24. Ranking without skipping after ties would give 21, which is not offered.

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72.

Between 2007 and 2011, the United States of America received the largest number of asylum seekers = 278800 applications. Then the total number of asylum seekers applications received by France during the same period (approximately) is:

Exam Year(s)

HPPSC HPAS - 2021,

Answer: D

The figure cannot be determined.

Each percentage in the table is a share of that year's total number of applications, and the yearly totals are not given. USA's five shares add up to 73, but the 278800 applications are the sum of 15%, 13%, 13%, 15% and 17% of five different totals. Without the yearly totals, France's 54 (the sum of its shares) cannot be turned into a number of applications.

If the totals were assumed equal, France would get \(\frac{54}{73} \times 278800 \approx 206000\), which matches none of the figures offered, so 216000, 262800 and 243900 are not obtainable by any reading.

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73.

The country which has seen the minimum variation in 2011 over 2007 in the ranking as the destination for the asylum seekers is:

Exam Year(s)

HPPSC HPAS - 2021,

Answer: A

The USA shows the minimum variation: none, since it is first in both years.

Rank the four countries in 2007 and 2011 by share, with tied countries on the same rank:

\[ \begin{aligned} \text{USA} &: 1 \to 1,\ \text{change } 0 \\ \text{France} &: 3 \to 2,\ \text{change } 1 \\ \text{Germany} &: 7 \to 3,\ \text{change } 4 \\ \text{UK} &: 4 \to 6,\ \text{change } 2 \end{aligned} \]

In 2007 the UK's 8% is tied with Canada and Greece behind USA, Sweden and France, and in 2011 its 6% is tied with Belgium and Canada behind five countries. The smallest change is the USA's zero.

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74.

Angular component of part B in the given figure is

The figure is a pie chart divided into three parts labelled with these values:

PartValue
A62
B31
C9

Exam Year(s)

MPPSC Forest Service - 2024,

Answer: D

The angle of part B is about 109°.

The whole circle, 360°, represents the total of the three parts, 62 + 31 + 9 = 102. Part B's share is

\[ \begin{aligned} \theta_{B} &= \frac{31}{102} \times 360^{\circ} \\ &\approx 109.4^{\circ} \approx 109^{\circ} \end{aligned} \]

111.6° (option B, about 111°) would come from treating the values as percentages of 100, which they are not, since they total 102. 108° and 113° do not match the share either.

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75.

The following pie-chart shows the monthly expenses and savings of a family. If the expenditure on the house rent is ₹18,000 per month, then the sum of the expenditure on food and transport is :

HeadShare
Food30%
House rent15%
Savings20%
Education12%
Clothes5%
Transport8%
Others10%

Exam Year(s)

MPPSC State Service - 2024, MPPSC Forest Service - 2024,

Answer: D

Food and transport together cost ₹45,600.

House rent is 15% of the total and equals ₹18,000, so the whole monthly budget is:

\[ \begin{aligned} \text{total} &= \frac{18000}{0.15} = 120000 \\ \text{food + transport} &= (30\% + 8\%) \times 120000 \\ &= 0.38 \times 120000 = 45600 \end{aligned} \]

₹36,000 is food alone (30%); ₹45,000 and ₹36,600 do not correspond to the shares in the chart.

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76.

The following pie-chart shows the expenditure details of a family. If the total expenditure on food is ₹ 4800, then how much is the total expenditure on all the items ?

ItemShare
Food30%
Rent25%
Saving18%
Transport12%
Retail10%
Clothes5%

Exam Year(s)

MPPSC State Service - 2023, MPPSC Forest Service - 2023,

Answer: B

The total expenditure is ₹ 16,000.

Food is 30% of the total, and it amounts to ₹ 4800:

\[ \begin{aligned} 0.30 \times T &= 4800 \\ T &= \frac{4800}{0.30} = 16{,}000 \end{aligned} \]

A quick check: the six shares (30 + 25 + 18 + 12 + 10 + 5) add up to 100%, so the chart covers the whole budget. ₹ 15,000 would make food 32%, and ₹ 18,000 would make it about 26.7%, so neither fits the 30% shown.

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Direction for [ Question No: 77 To 80 ] :

Directions : The following graph compares the placement details of a college during 2015 - 17 in different sectors :

College Placement Details (percentage of the year's placed students, as labelled on the bar graph)

Sector201720162015
Systems/IT39%34%23%
General Management24%25%12%
Operations/Supply chain16%3%20%
Marketing/Sales13%18%11%
Consulting5%10%14%
Others3%10%20%

For every sector, the three graphs represent the percentage of total students of the college placed in that sector over the three years. It may also be noted that the college had 800 students placed in 2015 and 1000 students placed in 2016, whereas a total of 1200 students were placed in 2017.

Answer Questions no. 69 - 72 based on the above information.

77.

Considering the total over the three years, in which sector were the minimum number of students from the college placed ?

Exam Year(s)

Punjab Civil Service - 2018,

Answer: C

The fewest students were placed in Consulting.

Convert each percentage to a number of students using the year's total (800 in 2015, 1000 in 2016, 1200 in 2017):

Sector201520162017Total
Operations/Supply chain16030192382
Marketing/Sales88180156424
Consulting11210060272
Others16010036296

Consulting has the smallest three-year total, 272. Others comes close at 296, and Operations/Supply chain (382) and Marketing/Sales (424) are well above it.

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78.

Considering all three years, approximately what percentage of students were placed in the General Management Sector ?

Exam Year(s)

Punjab Civil Service - 2018,

Answer: B

About 21 per cent were placed in General Management.

General Management took 12% of 800 in 2015, 25% of 1000 in 2016 and 24% of 1200 in 2017:

\[ \begin{aligned} 96 + 250 + 288 &= 634 \\ 800 + 1000 + 1200 &= 3000 \\ 634 / 3000 &\approx 21.1\% \end{aligned} \]

The trap is to average the three percentages directly, (12 + 25 + 24)/3 = 20.3%, which ignores that the years had different numbers of students. 24 and 26 are too high, and 19 too low.

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79.

For how many sectors did the actual number of placements increase from 2015 to 2017 ?

Exam Year(s)

Punjab Civil Service - 2018,

Answer: D

Placements rose in 4 sectors.

Compare the actual numbers, 2015 (out of 800) against 2017 (out of 1200):

Sector20152017
Systems/IT184468
General Management96288
Operations/Supply chain160192
Marketing/Sales88156
Consulting11260
Others16036

Systems/IT, General Management, Operations/Supply chain and Marketing/Sales increased; Consulting and Others fell. Operations is the case to watch: its share fell from 20% to 16%, yet the number rose because the total grew from 800 to 1200, so counting by percentages alone gives 3, a wrong answer.

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80.

Considering all three years, what was the total number of students placed in Marketing/Sales ?

Exam Year(s)

Punjab Civil Service - 2018,

Answer: A

The total placed in Marketing/Sales was 424.

Marketing/Sales took 11% of 800 in 2015, 18% of 1000 in 2016 and 13% of 1200 in 2017:

\[ \begin{aligned} 0.11 \times 800 &= 88 \\ 0.18 \times 1000 &= 180 \\ 0.13 \times 1200 &= 156 \\ 88 + 180 + 156 &= 424 \end{aligned} \]

524 is exactly 100 too many, and 400 and 350 are too few; none of them equals the sum of the three years' placements.

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