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Categorical and Measurement Data (Qualitative and Quantitative Data) Categorical Data (Qualitative) — Categorical data identifies a class or category for an object or an observation based on some qualitative trait. (e.g. , gender, male and female, rankings like good or bad) Measurement Data (Quantitative) — Measurement data has a numerical value based on quantitative data that could be placed on a number line. How can you DISPLAY the different types of data? Categorical Measurement Pie Graphs Histograms Bar Graphs Stem-and-Leaf Plots Picture Graphs Dot Plots Line Plots Box-and-Whisker Plots Scatter Plots (two variables) How can you analyze the different types of data? Categorical Measurement Counts Measures of Center — mean, median, mode, mid range Percents Measures of Spread — range, standard deviation, interquartile range Prediction (sometimes) 145