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In a two-way frequency table, what does joint frequency measure?

The frequency for a specific row and column intersection

Joint frequency is the actual count in the intersection of the two variables’ categories. In a two-way frequency table, each cell shows how many data values belong to that specific combination—for example, how many observations are in a particular row category and a particular column category simultaneously. This count is what the joint frequency represents.

It’s different from the sum of a row, which is the total for that row across all columns, and from a ratio to the total, which would give a proportion (a part of the whole, not the raw count). It’s also different from subtracting two frequencies, which isn’t a standard description of the data in a cell.

So the cell at the intersection of a specific row and a specific column is the joint frequency—the number of observations that meet both category criteria.

The sum of frequencies in a row

The ratio of a frequency to the total data values

The difference between two frequencies

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