Pandas resample() tricks you should know for manipulating time-series data

Pandas resample() tricks you should know for manipulating time-series data

In this article, we’ll be going through some examples of resampling time-series data using Pandas resample() function. We will cover the following common problems and should help you get started with time-series data manipulation.

Time-series data is common in data science projects. Often, you may be interested in resampling your time-series data into the frequency that you want to analyze data or draw additional insights from data [1].

In this article, we’ll be going through some examples of resampling time-series data using Pandas resample() function. We will cover the following common problems and should help you get started with time-series data manipulation.

  1. Downsampling and performing aggregation
  2. Downsampling with a custom base
  3. Upsampling and filling values
  4. A practical example

1. Downsampling and performing aggregation

Downsampling is to resample a time-series dataset to a wider time frame. For example, from minutes to hours, from days to years. The result will have a reduced number of rows and values can be aggregated with mean()min()max()sum() etc...

resampling data-science python pandas machine-learning

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Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.