Adding my two cents on D vs E.
IMO, choosing D is a more critical mistake than eliminating E in this question. Because D said some reason to increase likelihood of college acceptance and not likelihood of attending college, as per conclusion.
Option E is quite interesting. On first glance, the option seems to give a reason for the stats ie 30% public students pursue farming. If we are little on time, we go, who cares, how does explaining the stats weaken the conclusion and eliminate this option. But, if you read till the end, the last bit changes everything "
rather than apply to colleges." This rejects the notion that this is a explainer of stats and modifies the stats against conclusion. Since 30% never applied because they know they go into farming, the real likelihood of continued education is 100*65/70 ie 93% in public schools, and this weakens the conclusion.
If E said on the lines of "30% graduates go farming despite them wanting to go to college", then the conclusion stands.