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CBSE Class 12 IP 065 Sample QP 2024-25 with Solution
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CBSE Class 12 IP 065 Sample Question Paper Session (2024-25)
CBSE | DEPARTMENT OF SKILL EDUCATION
INFORMATICS PRACTICES (SUBJECT CODE - 065)
Sample Question Paper (SQP) Solution for Class XII (Session 2024-2025)
Max. Time: 3 Hours
Max. Marks: 70
General Instructions:
- Please check this question paper contains 37 questions.
- All questions are compulsory. However, internal choices have been provided in some questions. Attempt only one of the choices in such questions
- The paper is divided into 5 Sections- A, B, C, D and E.
- Section A consists of 21 questions (1 to 21). Each question carries 1 Mark.
- Section B consists of 7 questions (22 to 28). Each question carries 2 Marks.
- Section C consists of 4 questions (29 to 32). Each question carries 3 Marks.
- Section D consists of 2 case study type questions (33 to 34). Each question carries 4 Marks.
- Section E consists of 3 questions (35 to 37). Each question carries 5 Marks.
- All programming questions are to be answered using Python Language only.
- In case of MCQ, text of the correct answer should also be written.
SECTION A (21x1=21 Marks)
1. State whether the following statement is True or False:
Slicing can be used to extract a specific portion from a Pandas Series.
Ans: True
2. The purpose of WHERE clause in a SQL statement is to:
a) Create a table
b) Filter rows based on a specific condition
c)Specify the columns to be displayed
d)Sort the result based on a column
3. Identify the networking device responsible for routing data packets based on their destination addresses.
a) Modem
b) Hub
c) Repeater
d) Router
4. Identify the SQL command used to delete a relation (table) from a relational database.
a) DROP TABLE
b) REMOVE TABLE
c) DELETE TABLE
d) ERASE TABLE
5. e-waste refers to:
a) Software that has become obsolete
b) Data that has been deleted from a storage device
c) Viruses that infect computers
d) Electronic devices that are no longer in use
6. Which of the following Python statements can be used to select a column column_name from a DataFrame df?
a) df.getcolumn('column_name')
b) df['column_name']
c) df.select('column_name')
d) df(column_name)
7. By default, the plot() function of Matplotlib draws a ______ plot.
a) histogram
b) column
c) bar
d) line
8. State whether the following statement is True or False:
In SQL, the HAVING clause is used to apply filter on groups formed by the GROUP BY clause.
Ans: True
9. Which of the following Python statements is used to import data from a CSV file into a Pandas DataFrame (Note: pd is an alias for pandas)?
a) pd.open_csv('filename.csv')
b) pd.read_csv('filename.csv')
c) pd.load_csv('filename.csv')
d) pd.import_csv('filename.csv')
10. What is plagiarism?
a) Using copyrighted material without giving proper acknowledgement to the source
b) Downloading illegal software
c) Spreading misinformation online
d) Hacking into computer systems
11. Fill in the Blank
The COUNT(*) function provides the total number of _______ within a relation (table) in a relational database.
a) Columns
b) Unique values
c) Not-null values
d) Rows
12. In which of the network topologies do all devices connect to a central point, such as a switch or hub?
a) Star
b) Bus
c) Tree
d) Mesh
13. In a Pandas DataFrame, if the tail() function is used without specifying the optional argument indicating the number of rows to display, what is the default number of rows displayed, considering the DataFrame has 10 entries?
a) 0
b) 1
c) 4
d) 5
14. Identify the type of cybercrime that involves sending fraudulent emails to deceive individuals into revealing sensitive information.
a) Hacking
b) Phishing
c) Cyberbullying
d) Cyberstalking
15. While creating a Series using a dictionary, the keys of the dictionary become:
a) Values of the Series
b) Indices of the Series
c) Data type of the Series
d) Name of the Series
16 Match the following SQL functions/clauses with their descriptions:
| SQL Function | Description | |
|---|---|---|
| P. | MAX() | 1. Find the position of a substring in a string. |
| Q. | SUBSTRING() | 2. Returns the maximum value in a column. |
| R. | INSTR() | 3. Sorts the data based on a column. |
| S. | ORDER BY | 4. Extracts a portion of a string. |
a) P-2, Q-4, R-3, S-1
b) P-2, Q-4, R-1, S-3
c) P-4, Q-3, R-2, S-1
d) P-4, Q-2, R-1, S-3
17. Fill in the Blank
Boolean indexing in Pandas DataFrame can be used for _______.
a) Creating a new DataFrame
b) Sorting data based on index labels
c) Joining data using labels
d) Filtering data based on condition
18. Which Matplotlib plot is best suited to represent changes in data over time?
a) Bar plot
b) Histogram
c) Line plot
d) Histogram & Bar plot
19. Which type of network covers a small geographical area like a single office, building, or school campus?
a) PAN
b) MAN
c) LAN
d) WAN
Q-20 and Q-21 are Assertion (A) and Reason (R) Type questions.
20. Assertion (A): We can add a new column in an existing DataFrame.
Reason (R): DataFrames are size mutable.
a) Both Assertion (A) and Reason (R) are true, and Reason (R) is the correct explanation of Assertion (A)
b) Both Assertion (A) and Reason (R) are true, but Reason (R) is not the correct explanation of Assertion (A)
c) Assertion (A) is True, but Reason (R) is False
d) Assertion (A) is False, but Reason (R) is True
21. Assertion (A): In SQL, INSERT INTO is a Data Definition Language (DDL) Command.
Reason (R): DDL commands are used to create, modify, or remove database structures, such as tables.
a) Both Assertion (A) and Reason (R) are true, and Reason (R) is the correct explanation of Assertion (A)
b) Both Assertion (A) and Reason (R) are true, but Reason (R) is not the correct explanation of Assertion (A)
c) Assertion (A) is True, but Reason (R) is False
d) Assertion (A) is False, but Reason (R) is True
SECTION B (7x2=14 Marks)
22. What is a Series in Python Pandas? Also, give a suitable example to support your answer.
Ans: A Series is a one-dimensional array containing a sequence of values of any data type (int, float, list, string, etc) which by default have numeric data labels starting from zero. We can imagine a Pandas Series as a column in a spreadsheet.
An example of a series containing the names of students is given below:
| Index | Value |
|---|---|
| 0 | Arnab |
| 1 | Samridhi |
| 2 | Ramit |
| 3 | Divyam |
OR
What does the term 'library' signify in Python? Mention one use for each of the following libraries:
(i) Pandas (ii) Matplotlib
Ans: Library: A collection of modules providing functionalities for specific tasks.
Pandas: Used for data analysis
Matplotlib: Used for creating plots
23. What are intellectual property rights (IPR), and why are they important in the digital world?
Ans: Intellectual Property Rights are legal rights that protect the creations of the human intellect. The nature of these works can be artistic, literary or technical etc.
Importance in the digital world
These rights help prevent the unauthorized use or reproduction of digital content and ensure that creators are fairly compensated and incentivized for their original work.
24. Consider the string: "Database Management System". Write suitable SQL queries for the following:
(i) To extract and display "Manage" from the string.
Ans: SELECT SUBSTRING('Database Management System', 10, 6);
(ii) Display the position of the first occurrence of "base" in the given string.
Ans: SELECT INSTR('Database Management System', 'base');
25. What is Internet and how does it differ from World Wide Web (WWW)?
Ans: The Internet is a vast network of interconnected computer networks facilitating global communication and data exchange. The World Wide Web (WWW), on the other hand, is a system of interlinked hypertext documents accessed via the Internet.
OR
Explain the concept of browser cookies and mention one advantage of using them.
Ans: Browser cookies: Small pieces of data stored on our digital devices by websites to remember information and personalize our experience.
Advantage: Improve user experience by remembering preferences, like our preferred language and other settings.
26. Define the term Primary Key in a database. Explain how it is different from a Candidate Key.
Ans: Primary Key: A set of attributes that can uniquely identify each row in a table (relation). It must contain unique values and cannot be null.
How it differs from Candidate Key
There can be multiple Candidate Keys in a table (relation), but only one of them is selected as Primary Key.
27. Mention two health concerns associated with excessive use of Digital Devices.
Ans: Two health concerns due to excessive use of Digital Devices:
(i) Eye strain and vision problems.
(ii) Musculoskeletal issues like neck and back pain.
28. Sneha is writing a Python program to create a DataFrame using a list of dictionaries. However, her code contains some mistakes. Identify the errors, rewrite the correct code, and underline the corrections made.
import Pandas as pd
D1 = {'Name': 'Rakshit', 'Age': 25}
D2 = {'Name': 'Paul', 'Age': 30}
D3 = {'Name': 'Ayesha", 'Age': 28}
data = [D1, D2, D3)
df = pd.Dataframe(data)
print(df)
Ans:
import pandas as pd
D1 = {'Name': 'Rakshit', 'Age': 25}
D2 = {'Name': 'Paul', 'Age': 30}
D3 = {'Name': 'Ayesha', 'Age': 28}
data = [D1, D2, D3]
df = pd.DataFrame(data)
print(df)
OR
Complete the given Python code to get the required output (ignore the dtype attribute) as Output:
Tamil Nadu Chennai
Uttar Pradesh Lucknow
Manipur Imphal
Code:
import _______ as pd
data = ['Chennai','_______','Imphal']
indx = ['Tamil Nadu','Uttar Pradesh','Manipur']
s = pd.Series(_______, indx)
print(_______)
Ans:
import pandas as pd
data = ['Chennai', 'Lucknow', 'Imphal']
indx = ['Tamil Nadu','Uttar Pradesh','Manipur']
s = pd.Series(data, indx)
print(s)
SECTION C (4x3=12 Marks)
29. Ayesha's family is replacing their old computer with a new one. They decide to throw the old computer in a nearby empty field/plot.
(i) Explain any one potential environmental hazard associated with improper e-waste disposal.
Ans: E-waste can release harmful substances like lead and mercury into the environment.
(ii) Suggest one responsible way to Ayesha's family for proper disposal of their old computer.
Ans: They can donate or sell it to a certified e-waste recycling center.
(iii) Describe the importance of recycling in e-waste management.
Ans: Recycling e-waste helps conserve natural resources and reduces pollution.
30. Write a Python program to create the following DataFrame using a list of dictionaries.
| Product | Price | |
|---|---|---|
| 0 | Laptop | 60000 |
| 1 | Desktop | 45000 |
| 2 | Monitor | 15000 |
| 3 | Tablet | 30000 |
Ans:
import pandas as pd
d1 = {'Product': 'Laptop', 'Price': 60000}
d2 = {'Product': 'Desktop', 'Price': 45000}
d3 = {'Product': 'Monitor', 'Price': 15000}
d4 = {'Product': 'Tablet', 'Price': 30000}
data = [d1, d2, d3, d4]
df = pd.DataFrame(data)
print(df)
OR
Write a Python Program to create a Pandas Series as shown below using a dictionary. Note that the left column indicates the indices and the right column displays the data.
| Russia | Moscow |
| Hungary | Budapest |
| Switzerland | Bern |
Ans:
import pandas as pd
data = {'Russia':'Moscow','Hungary':'Budapest','Switzerland':'Bern'}
s = pd.Series(data)
print(s)
31. (i) Write an SQL statement to create a table named STUDENTS, with the following specifications:
| Column Name | Data Type | Key |
|---|---|---|
| StudentID | Numeric | Primary Key |
| FirstName | Varchar(20) | |
| LastName | Varchar(10) | |
| DateOfBirth | Date | |
| Percentage | Float(10,2) |
Ans: CREATE TABLE STUDENTS
(StudentID NUMERIC PRIMARY KEY,
FirstName VARCHAR(20),
LastName VARCHAR(10),
DateOfBirth DATE,
Percentage FLOAT(10,2));
(ii) Write SQL Query to insert the following data in the Students Table:
1, Supriya, Singh, 2010-08-18, 75.5
Ans: INSERT INTO STUDENTS
(StudentID, FirstName, LastName, DateOfBirth, Percentage)
VALUES (1, 'Supriya', 'Singh', '2010-08-18', 75.5);
32. Consider the following tables:
Table 1:
EMPLOYEE which stores Employee ID (EMP_ID), Employee Name (EMP_NAME), Employee City (EMP_CITY)
Table 2:
PAYROLL which stores Employee ID (EMP_ID), Department (DEPARTMENT), Designation (DESIGNATION), and Salary (SALARY) for various employees.
Note: Attribute names are written within brackets.
Table: EMPLOYEE
| EMP_ID | EMP_NAME | EMP_CITY |
|---|---|---|
| 1 | ABHINAV | AGRA |
| 2 | KABIR | FARIDABAD |
| 3 | ESHA | NOIDA |
| 4 | PAUL | SEOUL |
| 5 | VICTORIA | LONDON |
Table: PAYROLL
| EMP_ID | DEPARTMENT | DESIGNATION | SALARY |
|---|---|---|---|
| 1 | SALES | MANAGER | 75000 |
| 2 | SALES | ASSOCIATE | 50000 |
| 3 | ENGINEERING | MANAGER | 95000 |
| 4 | ENGINEERING | ENGINEER | 70000 |
| 5 | MARKETING | MANAGER | 65000 |
Write appropriate SQL queries for the following:
(i) Display department-wise average Salary.
Ans: SELECT DEPARTMENT, AVG(SALARY) FROM PAYROLL GROUP BY DEPARTMENT;
(ii) List all designations in the decreasing order of Salary.
Ans: SELECT DESIGNATION FROM PAYROLL ORDER BY SALARY DESC;
(iii) Display employee name along with their corresponding departments.
Ans: SELECT EMP_NAME, DEPARTMENT FROM EMPLOYEE E, PAYROLL P WHERE E.EMP_ID=P.EMP_ID;
OR
Consider the following tables:
Table 1:
ATHLETE, which stores AthleteID, Name, Country. The table displays basic information of the athletes
Table 2:
MEDALS, which stores AthleteID, Sport, and Medals. The table displays the number of medals won by each athlete in their respective sports.
Table: ATHLETE
| AthleteID | Name | COUNTRY |
|---|---|---|
| 101 | Arjun | INDIA |
| 102 | Priya | INDIA |
| 103 | Asif | UAE |
| 104 | Rozy | USA |
| 105 | David | DENMARK |
Table: MEDALS
| AthleteID | Sport | Medals |
|---|---|---|
| 101 | Swimming | 8 |
| 102 | Track | 3 |
| 103 | Gymnastics | 5 |
| 104 | Swimming | 2 |
| 105 | Track | 6 |
Write appropriate SQL queries for the following:
(i) Display the sports-wise total number of medals won.
Ans: SELECT SPORT,SUM(Medals) FROM MEDALS GROUP BY SPORT;
(ii) Display the names of all the Indian athletes in uppercase.
Ans: SELECT UPPER(Name) FROM ATHLETE WHERE COUNTRY = 'INDIA';
(iii) Display the athlete name along with their corresponding sports.
Ans: SELECT NAME, SPORT FROM ATHLETE A, MEDALS M WHERE A.AthleteID = M.AthleteID;
SECTION D (2x4=8 Marks)
33. During a practical exam, a student Ankita has to fill in the blanks in a Python program that generates a bar chart. This bar chart represents the number of books read by four students in one month.
| Student Name | Books Read |
|---|---|
| Karan | 12 |
| Lina | 9 |
| Raj | 5 |
| Simran | 3 |
Help Ankita to complete the code.
import _____ as plt # Statement 1
students = ['Karan', 'Lina', 'Raj', 'Simran']
books_read = [12, 9, 5, 3]
plt.bar(students, _____, label='Books Read') # Statement 2
plt.xlabel('Student Name')
plt._____('Books Read') # Statement 3
plt.legend()
plt.title('_____') # Statement 4
plt.show()
(i) Write the suitable code for the import statement in the blank space in the line marked as Statement 1.
Ans: matplotlib.pyplot
(ii) Refer to the graph shown above and fill in the blank in Statement 2 with suitable Python code.
Ans: books_read
(iii) Fill in the blank in Statement 3 with the name of the function to set the label on the y-axis.
Ans: ylabel
(iv) Refer the graph shown above and fill the blank in Statement 4 with suitable Chart Title.
Ans: Number of Books Read by Students
34. Rahul, who works as a database designer, has developed a database for a bookshop. This database includes a table BOOK whose column (attribute) names are mentioned below:
BCODE: Shows the unique code for each book.
TITLE: Indicates the book’s title.
AUTHOR: Specifies the author’s name.
PRICE: Lists the cost of the book.
Table: BOOK
| BCODE | TITLE | AUTHOR | PRICE |
|---|---|---|---|
| B001 | MIDNIGHT’S CHILDREN | SALMAN RUSHDIE | 500 |
| B002 | THE GOD OF SMALL THINGS | ARUNDHATI ROY | 450 |
| B003 | A SUITABLE BOY | VIKRAM SETH | 600 |
| B004 | THE WHITE TIGER | ARAVIND ADIGA | 399 |
| B005 | TRAIN TO PAKISTAN | KHUSHWANT SINGH | 350 |
(i) Write SQL query to display book titles in lowercase.
Ans: SELECT LOWER(TITLE) FROM BOOK;
(ii) Write SQL query to display the highest price among the books.
Ans: SELECT MAX(PRICE) FROM BOOK;
(iii) Write SQL query to display the number of characters in each book title.
Ans: SELECT LENGTH(TITLE) FROM BOOK;
(iv) Write SQL query to display the Book Code and Price sorted by Price in descending order.
Ans: SELECT BCODE, PRICE FROM BOOK ORDER BY PRICE DESC;
OR
Dr. Kavita has created a database for a hospital's pharmacy. The database includes a table named MEDICINE whose column (attribute) names are mentioned below:
MID: Shows the unique code for each medicine.
MED_NAME: Specifies the medicine name
SUPP_CITY: Specifies the city where the supplier is located.
STOCK: Indicates the quantity of medicine available.
DEL_DATE: Specifies the date when the medicine was delivered.
Table: MEDICINE
| MID | MED_NAME | SUPP_CITY | STOCK | DEL_DATE |
|---|---|---|---|---|
| M01 | PARACETAMOL | MUMBAI | 200 | 2023-06-15 |
| M02 | AMOXICILLIN | KOLKATA | 50 | 2023-03-21 |
| M03 | COUGH SYRUP | BENGALURU | 120 | 2023-02-10 |
| M04 | INSULIN | CHENNAI | 135 | 2023-01-25 |
| M05 | IBUPROFEN | AHMEDABAD | 30 | 2023-04-05 |
Write the output of the following SQL Queries.
(i) Select LENGTH(MED_NAME) from MEDICINE where STOCK > 100;
Ans:
| LENGTH(MED_NAME) |
|---|
| 11 |
| 11 |
| 7 |
(ii) Select MED_NAME from MEDICINE where month(DEL_DATE) = 4;
Ans:
| MED_NAME |
|---|
| IBUPROFEN |
(iii) Select MED_NAME from MEDICINE where STOCK between 120 and 200;
Ans:
| MED_NAME |
|---|
| PARACETAMOL |
| COUGH SYRUP |
| INSULIN |
(iv) Select max(DEL_DATE) from MEDICINE;
Ans:
| max(DEL_DATE) |
|---|
| 2023-06-15 |
SECTION E (3x5=15 Marks)
35. ABC Pvt. Ltd., a multinational technology company, is looking to establish its Indian Head Office in Bengaluru, and a regional office branch in Lucknow. The Bengaluru head office will be organized into four departments: HR, FINANCE, TECHNICAL, AND SUPPORT. As a network engineer, you have to propose solutions for various queries listed from I to V.
| HR TO FINANCE | 65 M |
| HR TO TECHNICAL | 80 M |
| HR TO SUPPORT | 70 M |
| FINANCE TO TECHNICAL | 60 M |
| FINANCE TO SUPPORT | 75 M |
| TECHNICAL TO SUPPORT | 50 M |
| BENGALURU OFFICE TO LUCKNOW | 1900 KM |
The number of computers in each department/office is as follows:
| HR | 175 |
| FINANCE | 35 |
| TECHNICAL | 50 |
| SUPPORT | 15 |
| LUCKNOW OFFICE | 40 |
(i) Suggest the most suitable department in the Bengaluru Office Setup, to install the server. Also, give a reason to justify your suggested location.
Ans: The server should be installed in the HR department as it has the most number of computers.
(ii) Draw a suitable cable layout of wired network connectivity between the departments in the Bengaluru Office.
Ans: Star Topology
(iii) Which networking device would you suggest the company to purchase to interconnect all the computers within a department in Bengaluru Office?
Ans: Switch / Hub
(iv) The company is considering establishing a network connection between its Bengaluru Head Office and Lucknow regional office. Which type of network - LAN, MAN, or WAN - will be created? Justify your answer.
Ans: WAN (Wide Area Network) will be created as the offices are located in different cities.
(v) The company plans to develop an interactive website that will enable its employees to monitor their performance after login. Would you recommend a static or dynamic website, and why?
Ans: A dynamic website is recommended as it can display the dynamic performance data (which differs from employee to employee) of each employee.
36. Consider the DataFrame df shown below.
| MovieID | Title | Year | Rating | |
|---|---|---|---|---|
| 0 | 1 | LAGAAN | 2001 | 8.4 |
| 1 | 2 | TAARE ZAMEEN PAR | 2007 | 8.5 |
| 2 | 3 | 3 IDIOTS | 2009 | 8.4 |
| 3 | 4 | DANGAL | 2016 | 8.4 |
| 4 | 5 | ANDHADHUN | 2018 | 8.3 |
Write Python statements for the DataFrame df to:
(i) Print the first two rows of the DataFrame df.
Ans: print(df.head(2))
(ii) Display titles of all the movies.
Ans: print(df['Title'])
(iii) Remove the column rating.
Ans: df = df.drop(‘Rating’, axis=1)
(iv) Display the data of the 'Title' column from indexes 2 to 4 (both included)
Ans: print(df.loc[2:4,'Title'])
(v) Rename the column name 'Title' to 'Name'.
Ans: df.rename(columns={'Title':'Name'}, inplace=True)
37. Write suitable SQL query for the following:
(i) To display the average score from the test_results column (attribute) in the Exams table.
Ans: SELECT AVG(test_results) FROM Exams;
(ii) To display the last three characters of the registration_number column (attribute) in the Vehicles table.
(Note: The registration numbers are stored in the format DL-01-AV-1234)
Ans: SELECT RIGHT(registration_number, 3) FROM Vehicles;
(iii) To display the data from the column (attribute) username in the Users table, after eliminating any leading and trailing spaces.
Ans: SELECT TRIM(username) FROM Users;
(iv) To display the maximum value in the salary column (attribute) of the Employees table.
Ans: SELECT MAX(salary) FROM Employees;
(v) To determine the count of rows in the Suppliers table.
Ans: SELECT COUNT(*) FROM Suppliers;
OR
Write suitable SQL query for the following:
(i) Round the value of pi (3.14159) to two decimal places.
Ans: SELECT ROUND(3.14159, 2);
(ii) Calculate the remainder when 125 is divided by 8.
Ans: SELECT MOD(125, 8);
(iii) Display the number of characters in the word 'NewDelhi'.
Ans: SELECT LENGTH('NewDelhi');
(iv) Display the first 5 characters from the word 'Informatics Practices'.
Ans: SELECT LEFT('Informatics Practices', 5);
(v) Display details from 'email' column (attribute), in the 'Students' table, after removing any leading and trailing spaces.
Ans: SELECT TRIM(email) FROM Students;
Download Now - Class 12 IP 065 Sample Question Paper 2024-25 with Solution
