On the other hand, start-ups with at least one female founder are relatively few in science and engineering, where the gender gap in funding is much lower (Figure 7). The sample is limited to companies in OECD, Colombia and BRICS countries, founded between 2000 and 2017. Figure A.l in Appendix shows the same statistics for smaller countries in terms of number of observations.