Question: How do I interpret the results of a regression between if an individual is familiar with an organization or not and if they have seen

How do I interpret the results of a regression between if an individual is familiar with an organization or not and if they have seen the organization on social media or not?

Here are the resulting values:

Multiple R: 0.715

R Square: 0.031

Adjusted R Square: 0.013

Standard Error: 0.365

Observations: 57

What do these numbers mean?

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