Milano20190,27993515,11298217118537296,22925443105201720162016LombardiaLombardiaLombardiaregionregionregionAssolombardaEurostatAssolombarda on OECD and Eurostat datamanufacturing firms employing at least 10 persons, percentage of firms stating they have formally put a person in charge of the digitalization of production processesdata at the regional level not being available, the number of students in STEM faculties has been estimated by applying the national percentage of students registered in STEM faculties (ISCED 5-8) to the total number of university students at the regional level.0,7172049771235351,063004358327930,6779956030368450,819401646162771 Barcelona20190,31342412,177034106386211487,6561421339201720162016CataluñaCataluñaCataluñaregionregionregionAssolombardaEurostatAssolombarda on OECD and Eurostat datamanufacturing firms employing at least 10 persons, percentage of firms stating they have formally put a person in charge of the digitalization of production processesdata at the regional level not being available, the number of students in STEM faculties has been estimated by applying the national percentage of students registered in STEM faculties (ISCED 5-8) to the total number of university students at the regional level.0,8030051717361770,8564980875367021,067480212307730,908994490526871 Lyon20190,305089,4325212935933310564,9873630417201720162016Rhône-AlpesRhône-AlpesRhône-AlpesregionregionregionAssolombardaEurostatAssolombarda on OECD and Eurostat datamanufacturing firms employing at least 10 persons, percentage of firms stating they have formally put a person in charge of the digitalization of production processesdata at the regional level not being available, the number of students in STEM faculties has been estimated by applying the national percentage of students registered in STEM faculties (ISCED 5-8) to the total number of university students at the regional level.0,7816275007442730,6634568301303280,9817420380441010,808942122972901 München20190,49102218,466752946273111352,5986280431201720162016BayernBayernBayernregionregionregionAssolombardaEurostatAssolombarda on OECD and Eurostat datamanufacturing firms employing at least 10 persons, percentage of firms stating they have formally put a person in charge of the digitalization of production processesdata at the regional level not being available, the number of students in STEM faculties has been estimated by applying the national percentage of students registered in STEM faculties (ISCED 5-8) to the total number of university students at the regional level.1,258018548152791,298899095076081,054930113137671,20394925212218 Stuttgart20190,56210815,896881673602913105,8779649872201720162016Baden-WürttembergBaden-WürttembergBaden-WürttembergregionregionregionAssolombardaEurostatAssolombarda on OECD and Eurostat datamanufacturing firms employing at least 10 persons, percentage of firms stating they have formally put a person in charge of the digitalization of production processesdata at the regional level not being available, the number of students in STEM faculties has been estimated by applying the national percentage of students registered in STEM faculties (ISCED 5-8) to the total number of university students at the regional level.1,440143802243221,118141628928951,217852033473651,25871248821527 MilanoLombardia20180,23714,36745,2565429469201520152015LombardiaLombardiaLombardiaregionregionregionAssolombardaEurostatAssolombarda on OECD and Eurostat datamanufacturing firms employing at least 10 persons, percentage of firms stating they have formally put a person in charge of the digitalization of production processesdata at the regional level not being available, the number of students in STEM faculties has been estimated by applying the national percentage of students registered in STEM faculties (ISCED 5-8) to the total number of university students at the regional level.0,543079743354721,03773584905660,6401682593428710,740327950584732 BarcelonaCataluña20180,36211,311464,8226542764201520152015CataluñaCataluñaCataluñaregionregionregionAssolombardaEurostatAssolombarda on OECD and Eurostat datamanufacturing firms employing at least 10 persons, percentage of firms stating they have formally put a person in charge of the digitalization of production processesdata at the regional level not being available, the number of students in STEM faculties has been estimated by applying the national percentage of students registered in STEM faculties (ISCED 5-8) to the total number of university students at the regional level.0,8295142071494040,8200290275761971,088085459097510,912542897941037 LyonRhône-Alpes20180,4878,910092,2705426186201520152015Rhône-AlpesRhône-AlpesRhône-AlpesregionregionregionAssolombardaEurostatAssolombarda on OECD and Eurostat datamanufacturing firms employing at least 10 persons, percentage of firms stating they have formally put a person in charge of the digitalization of production processesdata at the regional level not being available, the number of students in STEM faculties has been estimated by applying the national percentage of students registered in STEM faculties (ISCED 5-8) to the total number of university students at the regional level.1,115948670944090,6458635703918720,9578214297632790,90654455703308 MünchenBayern20180,44417,611297,3373813035201520152015BayernBayernBayernregionregionregionAssolombardaEurostatAssolombarda on OECD and Eurostat datamanufacturing firms employing at least 10 persons, percentage of firms stating they have formally put a person in charge of the digitalization of production processesdata at the regional level not being available, the number of students in STEM faculties has been estimated by applying the national percentage of students registered in STEM faculties (ISCED 5-8) to the total number of university students at the regional level.1,017415215398721,277213352685051,072190028733671,12227286560581 StuttgartBaden-Württemberg20180,65216,813083,7788622419201520152015Baden-WürttembergBaden-WürttembergBaden-WürttembergregionregionregionAssolombardaEurostatAssolombarda on OECD and Eurostat datamanufacturing firms employing at least 10 persons, percentage of firms stating they have formally put a person in charge of the digitalization of production processesdata at the regional level not being available, the number of students in STEM faculties has been estimated by applying the national percentage of students registered in STEM faculties (ISCED 5-8) to the total number of university students at the regional level.1,494042163153071,219158200290281,241734823062671,31831172883534 MilanoLombardia20170,23713,94700321264666522,62843685352201520142014LombardiaLombardiaLombardiaregionregionregionAssolombardaEurostatAssolombarda on OECD and Eurostat datamanufacturing firms employing at least 10 persons, percentage of firms stating they have formally put a person in charge of the digitalization of production processesdata at the regional level not being available, the number of students in STEM faculties has been estimated by applying the national percentage of students registered in STEM faculties (ISCED 5-8) to the total number of university students at the regional level.0,543079743354721,025434380550840,6688436434023270,745785922435964 BarcelonaCataluña20170,36210,798333440530610486,8744477211201520142014CataluñaCataluñaCataluñaregionregionregionAssolombardaEurostatAssolombarda on OECD and Eurostat datamanufacturing firms employing at least 10 persons, percentage of firms stating they have formally put a person in charge of the digitalization of production processesdata at the regional level not being available, the number of students in STEM faculties has been estimated by applying the national percentage of students registered in STEM faculties (ISCED 5-8) to the total number of university students at the regional level.0,8295142071494040,7939327319098461,075345526948350,899597488669199 LyonRhône-Alpes20170,4879,088568182930899737,7604279135201520142014Rhône-AlpesRhône-AlpesRhône-AlpesregionregionregionAssolombardaEurostatAssolombarda on OECD and Eurostat datamanufacturing firms employing at least 10 persons, percentage of firms stating they have formally put a person in charge of the digitalization of production processesdata at the regional level not being available, the number of students in STEM faculties has been estimated by applying the national percentage of students registered in STEM faculties (ISCED 5-8) to the total number of university students at the regional level.1,115948670944090,6682245743162280,9985298451748880,927567696811735 MünchenBayern20170,44417,559323669075310179,0184968128201520142014BayernBayernBayernregionregionregionAssolombardaEurostatAssolombarda on OECD and Eurostat datamanufacturing firms employing at least 10 persons, percentage of firms stating they have formally put a person in charge of the digitalization of production processesdata at the regional level not being available, the number of students in STEM faculties has been estimated by applying the national percentage of students registered in STEM faculties (ISCED 5-8) to the total number of university students at the regional level.1,017415215398721,291025313105461,043777348898351,11740595913418 StuttgartBaden-Württemberg20170,65216,612113802310511834,205796395201520142014Baden-WürttembergBaden-WürttembergBaden-WürttembergregionregionregionAssolombardaEurostatAssolombarda on OECD and Eurostat datamanufacturing firms employing at least 10 persons, percentage of firms stating they have formally put a person in charge of the digitalization of production processesdata at the regional level not being available, the number of students in STEM faculties has been estimated by applying the national percentage of students registered in STEM faculties (ISCED 5-8) to the total number of university students at the regional level.1,494042163153071,221383000117621,213503635576091,30964293294893