The British government conducts regular surveys of household spending. The average weekly household spending on tobacco products and alcoholic beverages for each of 11 regions in Great Britain are recorded. A scatterplot of spending on tobacco versus spending on alcohol is given. Spending on Tobacco What is the best interpretation of this scatterplot? There is a positive association between spending on tobacco and alcohol. There is a negative association between spending on tobacco and alcohol. There appears to be a strong positive linear association between spending on alcohol and tobacco, except for the one possible outlier with high tobacco expenditure but low alcohol expenditure. There is no interpretation that would be Spending on Alcohol

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**Household Spending on Tobacco and Alcohol: An Analysis**

The British government conducts regular surveys of household spending. The average weekly household spending on tobacco products and alcoholic beverages for each of 11 regions in Great Britain is recorded. A scatterplot of spending on tobacco versus spending on alcohol is given below.

**Scatterplot Analysis:**

![Scatterplot](image-link) 

The scatterplot has the following characteristics:
- The x-axis represents the average weekly household spending on tobacco products.
- The y-axis represents the average weekly household spending on alcoholic beverages.
- Each point in the scatterplot corresponds to the data from one of the 11 regions in Great Britain.

**Interpreting the Scatterplot:**

What is the best interpretation of this scatterplot?
1. There is a positive association between spending on tobacco and alcohol.
2. There is a negative association between spending on tobacco and alcohol.
3. There appears to be a strong positive linear association between spending on alcohol and tobacco, except for one possible outlier with high tobacco expenditure but low alcohol expenditure.
4. There is no interpretation that would be valid.

An inspection of the scatterplot reveals that most data points suggest a trend where higher spending on tobacco is associated with higher spending on alcohol. This observation suggests a positive association between the two variables. However, there is one outlier where high spending on tobacco is not coupled with equally high spending on alcohol, which suggests a deviation from the general trend.

Given these observations, the best interpretation of the scatterplot is:
**"There appears to be a strong positive linear association between spending on alcohol and tobacco, except for the one possible outlier with high tobacco expenditure but low alcohol expenditure."**

This data can help understand regional spending patterns and guide future policies and initiatives on public health and taxation.
Transcribed Image Text:**Household Spending on Tobacco and Alcohol: An Analysis** The British government conducts regular surveys of household spending. The average weekly household spending on tobacco products and alcoholic beverages for each of 11 regions in Great Britain is recorded. A scatterplot of spending on tobacco versus spending on alcohol is given below. **Scatterplot Analysis:** ![Scatterplot](image-link) The scatterplot has the following characteristics: - The x-axis represents the average weekly household spending on tobacco products. - The y-axis represents the average weekly household spending on alcoholic beverages. - Each point in the scatterplot corresponds to the data from one of the 11 regions in Great Britain. **Interpreting the Scatterplot:** What is the best interpretation of this scatterplot? 1. There is a positive association between spending on tobacco and alcohol. 2. There is a negative association between spending on tobacco and alcohol. 3. There appears to be a strong positive linear association between spending on alcohol and tobacco, except for one possible outlier with high tobacco expenditure but low alcohol expenditure. 4. There is no interpretation that would be valid. An inspection of the scatterplot reveals that most data points suggest a trend where higher spending on tobacco is associated with higher spending on alcohol. This observation suggests a positive association between the two variables. However, there is one outlier where high spending on tobacco is not coupled with equally high spending on alcohol, which suggests a deviation from the general trend. Given these observations, the best interpretation of the scatterplot is: **"There appears to be a strong positive linear association between spending on alcohol and tobacco, except for the one possible outlier with high tobacco expenditure but low alcohol expenditure."** This data can help understand regional spending patterns and guide future policies and initiatives on public health and taxation.
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