All are comprehensible, but they're not all equal.
First some to avoid:
(d) is wrong because "between" is (usually) paired with "and" not "to".
(c) can be read as the analysis taking place during that time, rather than being an analysis of data from that period.
(e) "until" doesn't quite seem idiomatic here.