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Statistics for Data Science I · Quiz 1 · May 2024

Statistics for Data Science I · Quiz 1 · May 2024

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Question 70 MSQ · 2.0 marks

Figure Q.1 shows the sales distribution of the number of bottles of different types of soft drinks in a shop on a particular day.
Source diagram or notation
Which of the following option(s) is/are true?
A.
Median of the data will be either “Mountain Dew” or “Mirinda”.
B.
The data is bimodal.
C.
Mode is not defined for the given data.
D.
Median is not defined for the given data.

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Question 71 MSQ · 2.0 marks

Which of the following statement(s) is/are true?
A.
Structured data does not follow a predefined format, whereas unstructured data does.
B.
Recording of the data over time comes under Cross Sectional data.
C.
Time (in minutes) taken by a student to reach school from his home is a continuous variable.
D.
Comments on a youtube video comes under the unstructured data.

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Question 72 NAT · 2.0 marks

Table Q.1 represents the number of books read by five students in a year.
Source diagram or notation
Based on the above data, answer the given subquestions
What is the value of x? Enter the answer correct to two decimal places.

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Question 73 MCQ · 3.0 marks

Table Q.1 represents the number of books read by five students in a year.
Source diagram or notation
Based on the above data, answer the given subquestions
If the number of books read by Prateek is same as the number of books read by Sonakshi, then find the value of y + z.
A.
0.2
B.
0.24
C.
0.4
D.
Insufficient information.

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Question 74 MCQ · 2.0 marks

Amit took a survey of a group of 32 college going students (consisting only of male and female students) to know whether they own a smartphone or not and he got to know the following information. (i). There are 3 males who do not own a smartphone. (ii). There are total 27 females. (iii). There are total 26 students who do not own a smartphone. Based on the above information, answer the given subquestions.
Create a two-way contingency table and find out the number of males in this group who own a smartphone?
A.
0
B.
2
C.
3
D.
4

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Question 75 MSQ · 3.0 marks

Amit took a survey of a group of 32 college going students (consisting only of male and female students) to know whether they own a smartphone or not and he got to know the following information. (i). There are 3 males who do not own a smartphone. (ii). There are total 27 females. (iii). There are total 26 students who do not own a smartphone. Based on the above information, answer the given subquestions.
Choose the correct option(s) after making a two-way contingency table.
A.
There are 40% of the males who do not own a smartphone.
B.
There are 14.81% of the females who own a smartphone.
C.
18.75% of the total students own a smartphone.
D.
We can calculate covariance to find the association between “Gender” and “Ownership of the smartphone”.

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Question 76 MCQ · 3.0 marks

Consider the following three statements: Statement 1 : Election symbol is a categorical variable. Statement 2 : Election symbol has a nominal scale of measurement. Statement 3 : Number of votes received by a candidate is a continuous variable. Choose the correct option from the following:
A.
Statement-2 and statement-3 both are correct.
B.
Statement-1 and statement-3 both are correct.
C.
Statement-1 and statement-2 both are correct.
D.
All statements are correct.

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Question 77 MCQ · 2.0 marks

Choose the correct statement from the following:
A.
Descriptive statistics is concerned with drawing of conclusions from the sample data.
B.
Inferential statistics is concerned with describing and summarizing the data.
C.
Inferential statistics doesn’t require sample data.
D.
All statements are incorrect.

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Question 78 MCQ · 2.0 marks

Consider the following four images of the Scatter plot.
Source diagram or notation
Please select the option that will represent the correlation values arranged in ascending order.
A.
A < B < C < D
B.
B < C < D < A
C.
B < A < C < D
D.
A < D < C < B

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Question 79 NAT · 3.0 marks

Source diagram or notation

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Question 80 NAT · 3.0 marks

Find the population covariance between X and Y for the dataset given in Table Q.2.
Source diagram or notation

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Question 81 NAT · 2.0 marks

The marks (out of 100) scored by Manoj in a semester exam are given as 60, 70, 65, 75, 80. If Nitin has scored 5 marks more than Manoj in each subject. Based on the given information, answer the subquestions.
Find the mean of the marks scored by Nitin.

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Question 82 MCQ · 4.0 marks

The marks (out of 100) scored by Manoj in a semester exam are given as 60, 70, 65, 75, 80. If Nitin has scored 5 marks more than Manoj in each subject. Based on the given information, answer the subquestions.
Source diagram or notation
A.
25
B.
50
C.
12.5
D.
Cannot determine

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Question 83 NAT · 2.0 marks

The marks (out of 100) scored by Manoj in a semester exam are given as 60, 70, 65, 75, 80. If Nitin has scored 5 marks more than Manoj in each subject. Based on the given information, answer the subquestions.
Calculate the correlation coefficient between the marks scored by Manoj and Nitin.

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Question 84 NAT · 2.0 marks

Source diagram or notation
Based on the above data, answer the given subquestions
What will be the median age for this group?

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Question 85 NAT · 1.0 marks

Source diagram or notation
Based on the above data, answer the given subquestions
How many people are above 23 years of Age in the given stem and leaf plot?

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Question 86 NAT · 1.0 marks

Source diagram or notation

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Question 87 MSQ · 1.0 marks

Choose the correct option(s):
A.
25th percentile is known as the first quartile.
B.
Median is the 60th percentile of any data.
C.
Inter-quartile range is defined as the difference between third quartile and second quartile.
D.
We need to arrange the data in ascending order to calculate the percentile.       **Sem2 Intro to Python** **Section Id :** 64065359242 **Section Number :** 5 **Section type :** Online **Mandatory or Optional :** Mandatory **Number of Questions :** 15 **Number of Questions to be attempted :** 15 **Section Marks :** 51 **Display Number Panel :** Yes **Section Negative Marks :** 0 **Group All Questions :** No

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