Quantising Continuous Variables

Question 1

Quantising Continuous Variables:

Answer 1

• Definition: Quantising involves grouping continuous data into discrete categories or bins.
  
  • Example: Grouping age data into ranges (e.g., 20-30, 31-40) for analysis.

Question 2

Distortion of Data:

Answer 2

• Definition: Distortion occurs when the representation of data misleads or exaggerates.
  
  • Example: Distorting the height of bars in a bar chart to exaggerate differences.

Question 3

Integrity of Data:

Answer 3

• Definition: Integrity involves maintaining accuracy and reliability in data representation.
  
  • Example: Verifying and validating data sources to ensure accuracy.