Which variable specification is needed to plot a time series, and which analytic use does the plot primarily serve?

A continuous or discrete quantitative variable indexed by time; to inspect structural breaks and trends.

A categorical label with no order; to perform logistic regression.

A single summary statistic per population without time index; to compare means.

A text string timestamp with no numeric order; to compute word frequencies.