Data Visualization Techniques

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Questions and Answers

What is the primary reason humans prefer visual representations of data over textual data?

  • Visuals require less cognitive effort than text
  • Visuals are more aesthetically pleasing than text
  • Humans are lazy and prefer visuals over reading
  • Humans can easily understand things when they are visualized (correct)

What does data visualization involve beyond just representing data graphically?

  • Converting data into tables and charts
  • Analyzing data using only statistical methods
  • Representing data in a textual form only
  • Expressing ideas through more than just graphical representation (correct)

Which phase involves analyzing raw data to make it more accessible, understandable, and usable?

  • Visualize (correct)
  • Explore
  • Decide
  • Analyze

What is the primary focus of static data visualization?

<p>Quantitative description and estimations of data (D)</p> Signup and view all the answers

Why is data visualization important in data analysis?

<p>It helps in presenting results (C)</p> Signup and view all the answers

What is the purpose of data visualization in data analysis?

<p>To make data more accessible and understandable (A)</p> Signup and view all the answers

What is the role of domain knowledge in data visualization?

<p>With a little domain knowledge, data visualizations can be used to express and demonstrate key relationships in plots and charts (A)</p> Signup and view all the answers

What is the primary goal of data visualization?

<p>To make data more accessible and understandable (C)</p> Signup and view all the answers

Why is Matplotlib used in data analysis?

<p>It is used for data visualization and presenting results (C)</p> Signup and view all the answers

What is the main advantage of using data visualization?

<p>It helps in exploring and discovering patterns in data (C)</p> Signup and view all the answers

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