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Standard deviation

You should now be familiar with the environmental dataset. However, until now you used a cleaned version of the dataset. The original dataset contained multiple outliers, which would have tainted the analysis.

You'll now work on visualizing these outliers by using the method you've just learned.

Cet exercice fait partie du cours

Analyzing IoT Data in Python

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Instructions

  • Calculate the mean of the "temperature" column and assign it to a column in data.
  • Calculate upper and lower limits and assign each to a separate column in data.
  • Plot data.

Exercice interactif pratique

Essayez cet exercice en complétant cet exemple de code.

# Calculate mean
data["mean"] = ____

# Calculate upper and lower limits
data["upper_limit"] = data[____] + (____ * ____)
data["lower_limit"] = ____

# Plot the DataFrame
____

plt.show()
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