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After a 4 months internship for the TOFLIT18 project (which ended in March 2017), G. Daudin called Matthias back to work again with him for this project. He is joining again the TOFLIT team from May 22nd to August 4th.Actually, he is working on some transcripts checking (from Nantes and Rennes).After that, he will do some merchandise orthographic normalization and some tasks in order to update the merchandises index.He will also do the same work that he has done during his internship on aberrant values and aberrant prices from the new sources.In parallel, he will participate to the archiving of the TOFLIT18 project in collaboration with SciencesPo Paris.