NYC-Energy-Consumption

New York City Energy Consumption

NYC Energy Consumption Forecasting using Univariate Arima, Univariate FbProphet and Multivariate FbProphet

NYC_Energy_Demand

Notebook files:

  1. Auto Arima Univariate
  2. FbProphet Univariate
  3. FbProphet Multivariate

Steps for FBProphet installation:

  1. Create conda environment with python version 3.7 
    conda create -n fbprophet python=3.7
  2. Activate the environment 
    conda activate fbprophet
  3. Install C++ Compiler 
    numpyconda install libpython m2w64-toolchain -c msys2
  4. Install Dependencies 
    conda install numpy cython -c conda-forge

    conda install matplotlib scipy pandas -c conda-forge
  5. Install pystan 
    conda install pystan -c conda-forge
  6. Install Ephem 
    conda install -c anaconda ephem
  7. Install fbprophet 
    conda install -c conda-forge fbprophet
  8. To avoid error while importing ipywigets and plotly 
    conda install -c conda-forge ipywidgets

    conda install -c plotly plotly
  9. [Imp] Open Anaconda Navigator, under environments select fbprophet and install Jupyter Notebook inside fbprophet environment.

OR

conda install -c anaconda jupyter

conda install -c anaconda notebook