This talk is aimed at high school female scientists and at the RMJI (young female mathematicians and computer scientists meeting). It covers both data integration challenges and main aspects of being a PhD student and doing research. The former part presents ConnectionLens, a graph-based approach to integrate very heterogeneous data (structured, semi-structured and un-structured) in the context of data journalism. The latter part emphasises the different aspects of doing research.