Update README.md

README.md

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 This data set is a modified version of the one that can be found [here](https://archive.ics.uci.edu/ml/datasets/Victorian+Era+Authorship+Attribution).
 
-The difference being that the training dataset was split into two parts: 80% training, 20% testing with labels. Splitting was done with a random stratified sample approach.
+The difference being that the training dataset was split into two parts: 80% training, 20% testing with labels. 
+Splitting was done with a random stratified sample approach.
 This is different than the source dataset which did not have any labels for the testing data.
+
+Additionally, all text has been converted to UTF-8 format and any errors were ignored.
+
 The original testing data is not included with this release.
 
 ## Citation