Section 1. Chapter 22
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Challenge: Plot Sales Moving Average
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Task
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Given a DataFrame containing columns for 'date' and 'sales', your task is to plot the original sales data and a 7-day moving average trend line on the same chart using matplotlib.
- Calculate the 7-day moving average of the
'sales'column and store it as a new column in the DataFrame. - Plot the original sales values against their corresponding dates.
- Plot the 7-day moving average values on the same chart.
- Add axis labels and a title to the chart.
- Add a legend to distinguish between the original sales and the moving average.
Solution
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Section 1. Chapter 22
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