Although there are certain parts of the dataset when the F1 score drops which we suspect is due to overfitting the 2013 data, there is still a strong correlation between the 2013 training data size and F1 score on the 2014 dataset.
we can infer that training on 2013 data is useful even though the 2013 and 2014 data are fairly different.