i have traffic volume data (surrey city, ca) like this
I wish to use Artificial neural network (Deep Learning) or ARIMA to predict traffic flow/volume of the urban area with the use of previous traffic count data. I want to know whether it is a good technique to predict traffic condition, I want to make the data 2013 as training set and the data 2014 as a testing, is it possible to do traffic flow/volume prediction in next time period if only use this dataset or we need other data to support it?
did i choose right method? or which method is suitable for this case i really appreciate if somebody could help me how to do that.. need guidance, i am new in neural network..