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Punjab (PTB) · Chapter test · Free

10th Class Computer Chapter 5 TestUNIT 05: INTRODUCTION TO DATA SCIENCE

30 marks · 40 minutes · 21 questions. Covers: UNIT 05: INTRODUCTION TO DATA SCIENCE.

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10th Class Computer Chapter 5 Test

10th Class · Computer · Punjab (PTB)

Name: ____________Roll No: ________Class/Section: ________Date: ________Total marks: 30Time: 40 minutes

Q1. Multiple choice questions (Attempt all · 10 × 1 = 10)

  1. After cleaning a messy survey table, there is a need to store the cleaned data in a ....... format:

    1. Messy 

    2. Proper

    3. Random 

    4. Hidden 

  2. Final step of the DSLC method:

    1. Data visualization

    2. Data Interpretation

    3. Data Analysis

    4. None of them

  3. In Figure 5.1, what does the vertical axis (y-axis) represent?

    1. Names of sports 

    2. Frequency or No. of Students

    3. Names of schools

    4. Days of the week

  4. Which can lead to mistakes?

    1. Analyzing data

    2. Make a guess

    3. Visualizing

    4. Collection through survey

  5. What is the first step in the Data Science Life Cycle (DSLC)?

    1. Collecting Data

    2. Visualizing Data

    3. Understanding the Problem

    4. Analyzing the Data

  6. To find the "Chart" option in Google Sheets, which menu must you click first?

    1. File 

    2. Edit

    3. Insert

    4. Fromat

  7. Charts make it easier to ........ and present data.

    1. Delete 

    2. Hide 

    3. Understand 

    4. Ignore 

  8. A relational store information in the form of ........:

    1. Slides

    2. Tables

    3. Blocks

    4. Layers

  9. Cleaned data should be stored so that it is organized, searchable, and ready to .......:

    1. Delete 

    2. Hide 

    3. Analyze

    4. Forget 

  10. Which of the following is an example tool for Databases?

    1. Excel 

    2. Excel 

    3. MySQL and SQLite 

    4. Microsoft Word

Q2. Short questions (Attempt any 6 of 8 · 6 × 2 = 12)

  1. Why is data important in decision making?

  2. Explain some queries used in SQL.

  3. Define bias in data science with an example.

  4. What are the two main ways to store structured data?

  5. What is meant by mixed capitalization in data collection? Give an example.

  6. Define data collection and name the steps of data collection methods.

  7. Write down three rules to consider when defining a problem.

  8. What is the benefit of creating a chart in the final step of DSLC?

Q3. Long questions (Attempt any 2 of 3 · 2 × 4 = 8)

  1. Define Data Science. Also, describe its importance.

  2. Explain understanding the problem in DSLC.

  3. Differentiate between DBMS and SQL