_id city regione Milano Scoreboard edition X1 = 15 year olds average PISA scores in mathematics and s_3 X2 = 15 year olds average PISA scores in reading X3 = students in vocational and technical schools (% of to_5 x1_anno x2_anno x3_anno x1_città/regione x2_città/regione x3_città/regione x1_geo x2_geo x3_geo x1_fonte x2_fonte x3_fonte x1_note x2_note x3_note X1 indice (media=1) X2 indice (media=1) X3 indice (media=1) Score di dimensione (media X123 indicizzati) 1 Milano Lombardia 2019 505,1 505,2 0,178 2015 2015 2018 Lombardia Lombardia Milano region region metropolitan area OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart estimates by Unione Confcommercio Milano, Lodi, Monza e Brianza on Istat and Ministero dell'Istruzione, Instituto Nacional de Estadìstica and Instituto de Estadìstica de Catalunya, Statistiches Bundesamt Regionaldatenbank data the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores data for München and Stuttgart refer to 2016 1,00793215265652 1,00198333994447 1,35260218229827 1,12083922496642 2 Barcelona Cataluña 2019 501,9 499,6 9,73201223566964E-02 2015 2015 2018 Cataluña Cataluña Barcelona region region metropolitan area OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart estimates by Unione Confcommercio Milano, Lodi, Monza e Brianza on Istat and Ministero dell'Istruzione, Instituto Nacional de Estadìstica and Instituto de Estadìstica de Catalunya, Statistiches Bundesamt Regionaldatenbank data the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores data for München and Stuttgart refer to 2016 1,00154652032926 0,990876636255454 0,739524774613496 0,910649310399403 3 Lyon Rhône-Alpes 2019 n.d. n.d. 0,117 2018 "" "" Lyon "" "" "" "" "" estimates by Unione Confcommercio Milano, Lodi, Monza e Brianza on Istat and Ministero dell'Istruzione, Instituto Nacional de Estadìstica and Instituto de Estadìstica de Catalunya, Statistiches Bundesamt Regionaldatenbank data "" "" data for München and Stuttgart refer to 2016 n.d. n.d. 0,889069973757852 n.d. 4 München Bayern 2019 500,5 511 0,136649541460604 2015 2015 2016 Bayern Bayern München region region metropolitan area OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart estimates by Unione Confcommercio Milano, Lodi, Monza e Brianza on Istat and Ministero dell'Istruzione, Instituto Nacional de Estadìstica and Instituto de Estadìstica de Catalunya, Statistiches Bundesamt Regionaldatenbank data the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores data for München and Stuttgart refer to 2016 0,998752806186081 1,01348671162237 1,03838465162737 1,01687472314527 5 Stuttgart Baden-Württemberg 2019 497 501 0,129021289951352 2015 2015 2016 Baden-Württemberg Baden-Württemberg Stuttgart region region metropolitan area OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart estimates by Unione Confcommercio Milano, Lodi, Monza e Brianza on Istat and Ministero dell'Istruzione, Instituto Nacional de Estadìstica and Instituto de Estadìstica de Catalunya, Statistiches Bundesamt Regionaldatenbank data the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores data for München and Stuttgart refer to 2016 0,991768520828137 0,993653312177707 0,980418417703016 0,988613416902953 6 Milano Lombardia 2018 505,1 505,2 0,176141100077511 2015 2015 2017 Lombardia Lombardia Milano region region metropolitan area OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart elaborazioni e stime Unione Confcommercio Milano, Lodi, Monza e Brianza su dati Istat e Ministero dell'Istruzione, Instituto Nacional de Estadìstica e Instituto de Estadìstica de Catalunya, Statistiches Bundesamt Regionaldatenbank the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores data for München and Stuttgart refer to 2015 1,00793215265652 1,00198333994447 1,34253253944108 1,11748267734736 7 Barcelona Cataluña 2018 501,9 499,6 0,103168330685932 2015 2015 2017 Cataluña Cataluña Barcelona region region metropolitan area OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart elaborazioni e stime Unione Confcommercio Milano, Lodi, Monza e Brianza su dati Istat e Ministero dell'Istruzione, Instituto Nacional de Estadìstica e Instituto de Estadìstica de Catalunya, Statistiches Bundesamt Regionaldatenbank the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores data for München and Stuttgart refer to 2015 1,00154652032926 0,990876636255454 0,786340274499992 0,926254477028235 8 Lyon Rhône-Alpes 2018 n.d. n.d. 0,119 2017 "" "" Lyon "" "" "" "" "" elaborazioni e stime Unione Confcommercio Milano, Lodi, Monza e Brianza su dati Istat e Ministero dell'Istruzione, Instituto Nacional de Estadìstica e Instituto de Estadìstica de Catalunya, Statistiches Bundesamt Regionaldatenbank "" "" data for München and Stuttgart refer to 2015 n.d. n.d. 0,907007916512301 n.d. 9 München Bayern 2018 500,5 511 0,131432719263116 2015 2015 2015 Bayern Bayern München region region metropolitan area OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart elaborazioni e stime Unione Confcommercio Milano, Lodi, Monza e Brianza su dati Istat e Ministero dell'Istruzione, Instituto Nacional de Estadìstica e Instituto de Estadìstica de Catalunya, Statistiches Bundesamt Regionaldatenbank the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores data for München and Stuttgart refer to 2015 0,998752806186081 1,01348671162237 1,00176904924693 1,00466952235179 10 Stuttgart Baden-Württemberg 2018 497 501 0,126260944508648 2015 2015 2015 Baden-Württemberg Baden-Württemberg Stuttgart region region metropolitan area OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart elaborazioni e stime Unione Confcommercio Milano, Lodi, Monza e Brianza su dati Istat e Ministero dell'Istruzione, Instituto Nacional de Estadìstica e Instituto de Estadìstica de Catalunya, Statistiches Bundesamt Regionaldatenbank the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores data for München and Stuttgart refer to 2015 0,991768520828137 0,993653312177707 0,962350220299697 0,98259068443518 11 Milano "" 2017 505,1 505,2 0,180328483013892 2015 2015 2016 Lombardia Lombardia Milano region region metropolitan area OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart estimates by Unione Confcommercio Milano, Lodi, Monza e Brianza on Istat and Ministero dell'Istruzione, Instituto Nacional de Estadìstica and Instituto de Estadìstica de Catalunya, Statistiches Bundesamt Regionaldatenbank data the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores data for München and Stuttgart refer to 2015 1,00793215265652 1,00198333994447 1,35458369558384 1,12149972939494 12 Barcelona "" 2017 501,9 499,6 0,107819776744038 2015 2015 2016 Cataluña Cataluña Barcelona region region metropolitan area OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart estimates by Unione Confcommercio Milano, Lodi, Monza e Brianza on Istat and Ministero dell'Istruzione, Instituto Nacional de Estadìstica and Instituto de Estadìstica de Catalunya, Statistiches Bundesamt Regionaldatenbank data the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores data for München and Stuttgart refer to 2015 1,00154652032926 0,990876636255454 0,809915933400898 0,934113029995204 13 Lyon "" 2017 n.d. n.d. 0,120475 2016 "" "" Lyon "" "" "" "" "" estimates by Unione Confcommercio Milano, Lodi, Monza e Brianza on Istat and Ministero dell'Istruzione, Instituto Nacional de Estadìstica and Instituto de Estadìstica de Catalunya, Statistiches Bundesamt Regionaldatenbank data "" "" data for München and Stuttgart refer to 2015 n.d. n.d. 0,904978891842013 n.d. 14 München "" 2017 500,5 511 0,131 2015 2015 2015 Bayern Bayern München region region metropolitan area OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart estimates by Unione Confcommercio Milano, Lodi, Monza e Brianza on Istat and Ministero dell'Istruzione, Instituto Nacional de Estadìstica and Instituto de Estadìstica de Catalunya, Statistiches Bundesamt Regionaldatenbank data the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores data for München and Stuttgart refer to 2015 0,998752806186081 1,01348671162237 0,984040131407377 0,998759883071943 15 Stuttgart "" 2017 497 501 0,126 2015 2015 2015 Baden-Württemberg Baden-Württemberg Stuttgart region region metropolitan area OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart OECD, Assolombarda on Arge-Gest data (Community of Parents' Advisory Councils at City District Schools in Hamburg) for München and Stuttgart estimates by Unione Confcommercio Milano, Lodi, Monza e Brianza on Istat and Ministero dell'Istruzione, Instituto Nacional de Estadìstica and Instituto de Estadìstica de Catalunya, Statistiches Bundesamt Regionaldatenbank data the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores the Programme for International Student Assessment (PISA) is a triennial international survey which aims to evaluate education systems worldwide by testing the skills and knowledge of 15-year-old students in science, mathematics, reading. 2015 data for München and Stuttgart were estimated by applying to the 2012 PISA score the national 2012-2015 change in scores data for München and Stuttgart refer to 2015 0,991768520828137 0,993653312177707 0,946481347765874 0,977301060257239