Coding involves assigning labels or tags to qualitative data to identify themes and relationships. It allows researchers to analyze data by categorizing it. Coding objectives include facilitating automatic data analysis and allowing programmers to develop applications and programs. Coding has advantages like identifying patterns in data and requiring less storage space, but it can obscure meanings and be difficult to apply to subjective judgments.