It seems to me that it is better to use 'over the past decade' at the start of this sentence rather than the end, although I am not too sure why!
- "There is an ever increasing number of people deciding to pursue their post graduate education in Taiwan over the past decade."
- "Over the past decade, there is an increasing number of people deciding to pursue their post graduate education in Taiwan."