Time series forecasting with different intervals

time_series
python

#1

hi everyone,

Any idea how to do forecasting in time series if i have one hour data as inputs and i have to forecast for every 30 mins . thanks .


#2

Hi @chandrakanta87,

There are two resampling methods: Upsampling and Downsampling.

  1. Upsampling: Where you increase the frequency of the samples, such as from minutes to seconds.
  2. Downsampling: Where you decrease the frequency of the samples, such as from days to months.

I referred to this article : Resample and Interpolate time series data


#3

Hi AishwaryaSingh,

thanks for the suggestion , i have tried that process of re-sampling already . and currently i am testing from prophet package from facebook which seems quite fine.