Survey Likert Scale Analyzer — illustrative example

INPUT
Responses on a 1–5 agreement scale: 1, 3, 5, 5.

RESULT
Counts: one 1, one 3, two 5s. Mean: 3.5, reported with the distribution and scale labels.

REVIEW
Likert analysis should preserve the scale direction and response counts. Do not compare averages across differently worded or reversed scales without adjustment.

This is a teaching example, not a live execution record.