Data Modelling for agricultural data set

r
modeling

#1

Hi, need some inputs on which type of modelling method should i apply in R to this agricultural data set?Agriculture Data.csv (827.1 KB)


#2

Hi @preeti.mahawar, without knowing the problem statement it’s hard to give suggestions. Could you specify the problem you are trying to solve or what are you trying to predict?


#3

Actually i am trying to do forecasting using ARIMA, but before that i need to understand if there is anything else i can set as an objective like if i could do clustering or decision tree?? basically i need to set an objective based on variables


#4

You can use a decision tree or any other machine learning algorithm to predict a variable. For example, you can predict whether the Production will surpass a certain value. Clustering and other data exploration techniques can be used to get hidden insights from the data.


#5

Hello Preeti,

From the data you had shared it looks like you want to predict the production in different districts and regions, so I would suggest you to go for the linear regression after on the basis of the regions.

Hope it may help
Happy coding