WPI of food and energy resources
Description
The dataset has been complied from Ministry of Statistics and Programme Implementation (MOSPI), Govt. of India for modelling food inflation w.r.t energy resources.
Files
Steps to reproduce
Since there are a large no. of variables, someone should abridge them by PCA and then model using SARIMAX technique. Secondly, extrapolate for prediction. In the process of SARIMAX model, someone also can try with the Granger causality tests. Python 3.0 has been used to train and validate the model. Someone should have basic understanding of machine learning/data mining to complete the above steps. Since the data has been taken from Ministry of Statistics and Programme Implementation (MOSPI), Govt. of India (data source), we request the users of this data set to duly cite the source in their work.