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Elsiekiprop / Sales-Prediction--Time-Series-Models

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Data Cleaning and EDA #1

Open dgikonyo opened 1 year ago

dgikonyo commented 1 year ago

Import Data from Drive Check for ACF and PACF

dgikonyo commented 1 year ago

Next Steps: @KINUTHIA39 @Elsiekiprop @dgikonyo

  1. Dickey-Fuller Test
    • [ ] Look for seasonality and trends in the data
    • [ ] Check for stationality
  2. Check for dimensionality
KINUTHIA39 commented 1 year ago

Fill the sales column links; https://github.com/Elsiekiprop/dsc-introduction-to-time-series https://github.com/learn-co-curriculum/dsc-basic-time-series-models (https://github.com/learn-co-curriculum/dsc-basic-time-series-models)

We can identify outliers and remove them in the data undestand theories around time series