First, let's calculate the mean absolute deviation (MAD) for the number of items Erica sold over the 8 days.
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Calculate the mean of the sales data.
- Sales data: 32, 56, 19, 8, 19, 58, 34, 19
- Mean = (32 + 56 + 19 + 8 + 19 + 58 + 34 + 19) / 8
- Mean = 251 / 8 = 31.375
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Calculate the absolute deviations from the mean for each day's sales:
- |32 - 31.375| = 0.625
- |56 - 31.375| = 24.625
- |19 - 31.375| = 12.375
- |8 - 31.375| = 23.375
- |19 - 31.375| = 12.375
- |58 - 31.375| = 26.625
- |34 - 31.375| = 2.625
- |19 - 31.375| = 12.375
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Sum the absolute deviations:
- Total = 0.625 + 24.625 + 12.375 + 23.375 + 12.375 + 26.625 + 2.625 + 12.375
- Total = 112.625
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Calculate the mean absolute deviation:
- MAD = Total absolute deviation / Number of days
- MAD = 112.625 / 8 ≈ 14.0781250
We round this to approximately 14.1.
The closest matching response, based on the calculation above, would be:
"The mean absolute deviation is approximately 14.4. On average, the number of items Erica sold each day is about 14.4 items from the mean."
This response accurately describes the spread of the number of items sold.