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There is no simple way. A scatter plot may help if there are at most two variables but they are difficult to read with several variables.

A low absolute value for a regression coefficient simply means that there is not a linear relationship: the data could follow a non-linear relationship perfectly, for example.

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11y ago

What else can I help you with?