Virtual Labs

Computer Science and Engineering Introductory Data Science Lab Experiments

Aim

Theory

Pretest

Procedure

Simulation

Posttest

References

Contributors

Feedback

Aim

Theory

Pretest

Procedure

Simulation

Posttest

References

Contributors

Feedback

Data Visualisation using Matplotlib

Choose difficulty:

Beginner

Intermediate

Advanced

What is Matplotlib primarily used for?

a: Data visualization Explanation

Explanation

b: Machine learning Explanation

Explanation

c: Data cleaning Explanation

Explanation

d: Database management Explanation

Explanation

Which feature makes Matplotlib suitable for professional, publication-ready graphics?

a: It offers built-in machine learning models Explanation

Explanation

b: It can export high-resolution and vector format images Explanation

Explanation

c: It automatically cleans datasets Explanation

Explanation

d: It only supports basic plotting Explanation

Explanation

Which of the following is NOT a plot type supported by Matplotlib?

a: Line plot Explanation

Explanation

b: Scatter plot Explanation

Explanation

c: Heatmap Explanation

Explanation

d: Web scraping chart Explanation

Explanation

Which of the following libraries directly uses Matplotlib as its backend for plotting?

a: NumPy Explanation

Explanation

b: Pandas Explanation

Explanation

c: TensorFlow Explanation

Explanation

d: OpenCV Explanation

Explanation

Which feature of Matplotlib allows creating multiple plots in a single figure?

a: GridSpec and subplots Explanation

Explanation

b: Neural networks Explanation

Explanation

c: Data cleaning tools Explanation

Explanation

d: Web automation Explanation

Explanation

Which statement best describes Matplotlib's customization capabilities?

a: It offers very limited customization options Explanation

Explanation

b: It allows full control over all visual elements such as colors, fonts, markers, and grids Explanation

Explanation

c: It only supports default styles without modification Explanation

Explanation

d: It automatically chooses all design elements with no manual control Explanation

Explanation

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