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Yes, a chart can be used to display numerical data.
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Numerical data is numbers. Non-numerical data is anything else.
Quantitative data is measurable and numerical in nature. In contrast, qualitative data is any data that is not numerical and cannot be measured, only observed. Examples of quantitative data include age, height, year, and population. Examples of qualitative data include color, gender, country, and city.
A number that describes numerical data is a Statistic.