Problem
A. What are the common Python libraries used for visualization?
B. What are the basic charts for visualizing?
C. When will line charts be useful?
D. When will bar charts be useful?
E. When will scatter plots be useful?
F. What is the correlation coefficient?
G. What information can boxplots and histograms display?
H. When are the boxplots and histograms useful?
I. What is the disadvantage of basic charts and distribution plots?
J. How to visualize hierarchical data?
K. What are the options (different charts) to visualize a single variable?
L. What are the options (different charts) to visualize the relationships between multiple variables?
M. What are the options (different charts) to visualize high-dimensional data?
N. Discuss briefly the major visualizations used in data mining.