Analytics Process
Collect
→
Analyze
→
Insight
→
Action
Histograms visualize the distribution of continuous data through proper construction.
Determine Bin Number based on sample size—too few oversimplify, too many create noise.
Calculate Bin Width by dividing range by bin number with consistent widths.
Count Frequencies for each interval to show distribution pattern.
Interpret Shape—symmetric, skewed, or multimodal distributions guide analysis.