We break down how to assemble a simple text analyzer as a sequence of clear type transformations: normalization (
trim(),
lowercase(),
Regex.replace), tokenization (
split +
filter with
isNotBlank), counting frequencies via
groupingBy.
eachCount(), selecting top‑N via
entries →
sortedByDescending →
take, and final report formatting with
joinToString,
padEnd/
padStart. At the end: common mistakes and how to avoid them.