AsetaShadrach/Kenya-ML-Agricultural-Predictions

# Kenya Domestic Supply Agricultural Predictions - The aim was to try and predict Kenya's agricultural domestic supply for both crop and animal products, which I took to be the domestic consumption - The prediction was to help see in what direction Kenya's consumption is headed with regards to the total amount(tonnes) - This result(s) might help compare with the production in the subsequent years and estimate whether production will cater for the consumption. - The datasets/csv files were obtained from the FAO(Food Agricultural Organisation) - I selected only those datasets based on Africa - You can select the number of years you want to predict and the country whose data you want to see ,but only those from Africa ### Sources of Errors - There are many factors that may contribute to domestic supply/consumption either external or internal: * Change in traditions which affect consumption(what people were consuming in 1990 is not same to now * Other countries supply/demand of certain products will affect the quantitity we can export or import * Political policies/allegiances, friendship ties - I predicted a final result from data I had predicted(to fill the values) hence this might have amplified the error ### Any recomendations on what/how to improve the model are highly appreciated ### The "... Prediction redone" Notebook builds on the initial one with addition of classes.