This is another way to slice the data, by the percentage of degrees awarded to women vs. men.
Here, the engineering line is almost the same as in the previous graph, but computer science shows an interesting trend, and that is the second peak was due to more women graduating from college, and not from a trend of having CS appeal to women.
Additional Notes
Graphics compiled from NSF data files.