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Python for Data Science: Time Series Essentials


In Python, the resample() method is used to resample time series data to a different frequency. The method is typically used on a pandas DataFrame or Series with a time-based index, and it is available through the resample() attribute of the DataFrame or Series.

The basic syntax for the resample() method is as follows:

Where rule identigies the resampling rule, which defines the new frequency of the data. This can be a string or pandas offset, such as 'D' for daily, 'H' for hourly, 'M' for monthly, etc.;


  1. Resample to monthly frequency and get the mean of it using the .mean() method;
  2. Print the variable.

Congratulations on completing your time series project! Your hard work and dedication have paid off. I am impressed with the results and am sure that your efforts will be valuable to the team. Keep up the great work!

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Section 1. Chapter 8