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They give a visual interpretation of the data.
Scientists create graphs to visually represent data and to better understand patterns and relationships within the data. Graphs allow scientists to analyze and interpret information more easily, identify trends, and communicate their findings to a wider audience. Graphs also help scientists make predictions and draw conclusions based on the data they have collected.
bar graphs use categorical data
Descriptive axis labels and legends
graphs are to compare and contrast data