Where can I find dataset for word analogy task?
If i understand correctly you want a long text file of some sort that can easily be analysed. I would suggest that you use project Gutenberg which publishes thousands of free to use books in plain UTF-8 text format. For example here is Pride and Prejudice by Jane Austin.