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Tuesday, March 30, 2021

Time Series Cheat Sheet - v 5.0.0.0

This is the latest update on the Time Sheet Cheatsheet. This is after analysing the Time Series Features in Orange Data Mining Tool. 


In the new release, the following are new including. 

  1. Time series Specific diagrams are included so that they can display the existing properties of the Time Series for easy understanding. Spilarogram, Periodogram and Correlogram are those diagrams. 
  2. 1st and 2nd Order differencing are included for data normalization. 
  3. Interpolation is included as missing value replacement. 
  4. Granger Causality is included as a Time Series technique.
Next, we will be evaluating Rapid Minner for the Time Series Forecasting and hopefully new version of the Time Series Cheatsheet will be released at end of the next month. 

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