From the information given above, the results from chi square are suggestive of the fact that the there is a statistically significant relationship between marital status (MARITAL) and (Polviews).
The Chi-square test is designed to determine the likelihood that an observed distribution is attributable to chance.
It is also known as a "goodness of fit" statistic since it assesses how well the observed data distribution matches the predicted distribution if there is independence between the variables.
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