Develop a visualization tool that reads a listing of values for a variable and produces a histogram plot similar to the one shown in Fig. 7.4. Then, add interaction capabilities to the tool by...

Develop a visualization tool that reads a listing of values for a variable and produces a histogram plot similar to the one shown in Fig. 7.4. Then, add interaction capabilities to the tool by allowing the user to select a particular bin to show the detailed numerical values (e.g., counts, value spread, mean, standard deviation). In your own words, discuss the advantages and disadvantages of data quantity reduction in data visualization.

Fig. 7.4