_id	città	Milano Scoreboard edition	X1 = QS Best Student Cities score (talent attraction)	X2 = tourist arrivals per inhabitant(tourist attraction)	X3 = greenfield projects (business attraction)	x1_anno	x2_anno	x3_anno	x1_fonte	x2_fonte	x3_fonte	x1_note	x2_note	X1_indice(mean = 1)	X2_indice (mean = 1)	X3_indice (mean = 1)	Score (media X123 indicizzati)
1	Milano	2019	368	2,34672756611535	50	2018	2017	2017	QS Best Student Cities	Istat, Idescat, Destatis, Choose Chicago, Office for National Statistics & Visit Britain, NYC & Company, Paris Office du Tourisme et des Congrès, Shanghai Statistical Yearbook, Japan Tourism Organization	fDi markets	the QS Best Student Cities index showcases the top 100 urban destinations for international students, based on a diverse range of indicators grouped into 6 key categories: University Rankings, Student Mix, Desirability, Employer Activity and Affordability, Student View	""	0,866493995761714	0,598216701590068	0,340367597004765	0,601692764785516
2	Barcelona	2019	382	2,20411045282458	88	2018	2017	2017	QS Best Student Cities	Istat, Idescat, Destatis, Choose Chicago, Office for National Statistics & Visit Britain, NYC & Company, Paris Office du Tourisme et des Congrès, Shanghai Statistical Yearbook, Japan Tourism Organization	fDi markets	the QS Best Student Cities index showcases the top 100 urban destinations for international students, based on a diverse range of indicators grouped into 6 key categories: University Rankings, Student Mix, Desirability, Employer Activity and Affordability, Student View	""	0,899458441252649	0,561861421013408	0,599046970728387	0,686788944331481
3	Berlin	2019	455	3,62712268835161	64	2018	2017	2017	QS Best Student Cities	Istat, Idescat, Destatis, Choose Chicago, Office for National Statistics & Visit Britain, NYC & Company, Paris Office du Tourisme et des Congrès, Shanghai Statistical Yearbook, Japan Tourism Organization	fDi markets	the QS Best Student Cities index showcases the top 100 urban destinations for international students, based on a diverse range of indicators grouped into 6 key categories: University Rankings, Student Mix, Desirability, Employer Activity and Affordability, Student View	""	1,07134447845538	0,924608975587218	0,435670524166099	0,810541326069566
4	Chicago	2019	359	5,79741614427297	40	2018	2017	2017	QS Best Student Cities	Istat, Idescat, Destatis, Choose Chicago, Office for National Statistics & Visit Britain, NYC & Company, Paris Office du Tourisme et des Congrès, Shanghai Statistical Yearbook, Japan Tourism Organization	fDi markets	the QS Best Student Cities index showcases the top 100 urban destinations for international students, based on a diverse range of indicators grouped into 6 key categories: University Rankings, Student Mix, Desirability, Employer Activity and Affordability, Student View	""	0,845302566517542	1,47784992755376	0,272294077603812	0,865148857225038
5	London	2019	482	3,60448555760455	386	2018	2017	2017	QS Best Student Cities	Istat, Idescat, Destatis, Choose Chicago, Office for National Statistics & Visit Britain, NYC & Company, Paris Office du Tourisme et des Congrès, Shanghai Statistical Yearbook, Japan Tourism Organization	fDi markets	the QS Best Student Cities index showcases the top 100 urban destinations for international students, based on a diverse range of indicators grouped into 6 key categories: University Rankings, Student Mix, Desirability, Employer Activity and Affordability, Student View	""	1,1349187661879	0,918838425189931	2,62763784887679	1,5604650134182
6	München	2019	460	3,73561415856395	100	2018	2017	2017	QS Best Student Cities	Istat, Idescat, Destatis, Choose Chicago, Office for National Statistics & Visit Britain, NYC & Company, Paris Office du Tourisme et des Congrès, Shanghai Statistical Yearbook, Japan Tourism Organization	fDi markets	the QS Best Student Cities index showcases the top 100 urban destinations for international students, based on a diverse range of indicators grouped into 6 key categories: University Rankings, Student Mix, Desirability, Employer Activity and Affordability, Student View	""	1,08311749470214	0,952265108492545	0,68073519400953	0,905372599068073
7	New York	2019	414	7,28329754311643	159	2018	2017	2017	QS Best Student Cities	Istat, Idescat, Destatis, Choose Chicago, Office for National Statistics & Visit Britain, NYC & Company, Paris Office du Tourisme et des Congrès, Shanghai Statistical Yearbook, Japan Tourism Organization	fDi markets	the QS Best Student Cities index showcases the top 100 urban destinations for international students, based on a diverse range of indicators grouped into 6 key categories: University Rankings, Student Mix, Desirability, Employer Activity and Affordability, Student View	""	0,974805745231928	1,8566237921492	1,08236895847515	1,30459949861876
8	Paris	2019	463	7,28734028579207	300	2018	2017	2017	QS Best Student Cities	Istat, Idescat, Destatis, Choose Chicago, Office for National Statistics & Visit Britain, NYC & Company, Paris Office du Tourisme et des Congrès, Shanghai Statistical Yearbook, Japan Tourism Organization	fDi markets	the QS Best Student Cities index showcases the top 100 urban destinations for international students, based on a diverse range of indicators grouped into 6 key categories: University Rankings, Student Mix, Desirability, Employer Activity and Affordability, Student View	""	1,0901813044502	1,85765434900792	2,04220558202859	1,66334707849557
9	Shanghai	2019	385	0,297489660876758	168	2018	2017	2017	QS Best Student Cities	Istat, Idescat, Destatis, Choose Chicago, Office for National Statistics & Visit Britain, NYC & Company, Paris Office du Tourisme et des Congrès, Shanghai Statistical Yearbook, Japan Tourism Organization	fDi markets	the QS Best Student Cities index showcases the top 100 urban destinations for international students, based on a diverse range of indicators grouped into 6 key categories: University Rankings, Student Mix, Desirability, Employer Activity and Affordability, Student View	""	0,906522251000706	7,58346585502606E-02	1,14363512593601	0,708664011828993
10	Tokyo	2019	479	3,04511623527396	114	2018	2017	2017	QS Best Student Cities	Istat, Idescat, Destatis, Choose Chicago, Office for National Statistics & Visit Britain, NYC & Company, Paris Office du Tourisme et des Congrès, Shanghai Statistical Yearbook, Japan Tourism Organization	fDi markets	the QS Best Student Cities index showcases the top 100 urban destinations for international students, based on a diverse range of indicators grouped into 6 key categories: University Rankings, Student Mix, Desirability, Employer Activity and Affordability, Student View	""	1,12785495643984	0,776246640865688	0,776038121170864	0,893379906158798
11	Milano	2018	359	2,16481518362579	30	2017	2016	2016	QS Best Student Cities	Istat, Idescat, Destatis, Choose Chicago, Office for National Statistics & Visit Britain, NYC & Company, Paris Office du Tourisme et des Congrès, Shanghai Statistical Yearbook, Japan Tourism Organization	fDi markets	the QS Best Student Cities index showcases the top 100 urban destinations for international students, based on a diverse range of indicators grouped into 6 key categories: University Rankings, Student Mix, Desirability, Employer Activity and Affordability, Student View	data for Shanghai refer to 2015	0,86840832123851	0,581893485974942	0,230414746543779	0,56023885125241
12	Barcelona	2018	384	2,150131732032	66	2017	2016	2016	QS Best Student Cities	Istat, Idescat, Destatis, Choose Chicago, Office for National Statistics & Visit Britain, NYC & Company, Paris Office du Tourisme et des Congrès, Shanghai Statistical Yearbook, Japan Tourism Organization	fDi markets	the QS Best Student Cities index showcases the top 100 urban destinations for international students, based on a diverse range of indicators grouped into 6 key categories: University Rankings, Student Mix, Desirability, Employer Activity and Affordability, Student View	data for Shanghai refer to 2015	0,928882438316401	0,577946634114939	0,506912442396313	0,671247171609218
13	Berlin	2018	453	3,61691132833773	124	2017	2016	2016	QS Best Student Cities	Istat, Idescat, Destatis, Choose Chicago, Office for National Statistics & Visit Britain, NYC & Company, Paris Office du Tourisme et des Congrès, Shanghai Statistical Yearbook, Japan Tourism Organization	fDi markets	the QS Best Student Cities index showcases the top 100 urban destinations for international students, based on a diverse range of indicators grouped into 6 key categories: University Rankings, Student Mix, Desirability, Employer Activity and Affordability, Student View	data for Shanghai refer to 2015	1,09579100145138	0,972211003150702	0,952380952380952	1,00679431899434
14	Chicago	2018	336	5,65754031759594	26	2017	2016	2016	QS Best Student Cities	Istat, Idescat, Destatis, Choose Chicago, Office for National Statistics & Visit Britain, NYC & Company, Paris Office du Tourisme et des Congrès, Shanghai Statistical Yearbook, Japan Tourism Organization	fDi markets	the QS Best Student Cities index showcases the top 100 urban destinations for international students, based on a diverse range of indicators grouped into 6 key categories: University Rankings, Student Mix, Desirability, Employer Activity and Affordability, Student View	data for Shanghai refer to 2015	0,812772133526851	1,52072374692783	0,199692780337942	0,844396220264209
15	London	2018	463	3,55715202421044	385	2017	2016	2016	QS Best Student Cities	Istat, Idescat, Destatis, Choose Chicago, Office for National Statistics & Visit Britain, NYC & Company, Paris Office du Tourisme et des Congrès, Shanghai Statistical Yearbook, Japan Tourism Organization	fDi markets	the QS Best Student Cities index showcases the top 100 urban destinations for international students, based on a diverse range of indicators grouped into 6 key categories: University Rankings, Student Mix, Desirability, Employer Activity and Affordability, Student View	data for Shanghai refer to 2015	1,11998064828254	0,956147946100341	2,95698924731183	1,67770594723157
16	München	2018	444	3,05976494810135	113	2017	2016	2016	QS Best Student Cities	Istat, Idescat, Destatis, Choose Chicago, Office for National Statistics & Visit Britain, NYC & Company, Paris Office du Tourisme et des Congrès, Shanghai Statistical Yearbook, Japan Tourism Organization	fDi markets	the QS Best Student Cities index showcases the top 100 urban destinations for international students, based on a diverse range of indicators grouped into 6 key categories: University Rankings, Student Mix, Desirability, Employer Activity and Affordability, Student View	data for Shanghai refer to 2015	1,07402031930334	0,822452330056458	0,8678955453149	0,921456064891566
17	New York	2018	400	7,14964297282864	159	2017	2016	2016	QS Best Student Cities	Istat, Idescat, Destatis, Choose Chicago, Office for National Statistics & Visit Britain, NYC & Company, Paris Office du Tourisme et des Congrès, Shanghai Statistical Yearbook, Japan Tourism Organization	fDi markets	the QS Best Student Cities index showcases the top 100 urban destinations for international students, based on a diverse range of indicators grouped into 6 key categories: University Rankings, Student Mix, Desirability, Employer Activity and Affordability, Student View	data for Shanghai refer to 2015	0,967585873246251	1,92179485085072	1,22119815668203	1,37019296025967
18	Paris	2018	467	6,5796457200108	125	2017	2016	2016	QS Best Student Cities	Istat, Idescat, Destatis, Choose Chicago, Office for National Statistics & Visit Britain, NYC & Company, Paris Office du Tourisme et des Congrès, Shanghai Statistical Yearbook, Japan Tourism Organization	fDi markets	the QS Best Student Cities index showcases the top 100 urban destinations for international students, based on a diverse range of indicators grouped into 6 key categories: University Rankings, Student Mix, Desirability, Employer Activity and Affordability, Student View	data for Shanghai refer to 2015	1,129656507015	1,76858191565558	0,960061443932412	1,28609995553433
19	Shanghai	2018	378	0,424708013240897	186	2017	2015	2016	QS Best Student Cities	Istat, Idescat, Destatis, Choose Chicago, Office for National Statistics & Visit Britain, NYC & Company, Paris Office du Tourisme et des Congrès, Shanghai Statistical Yearbook, Japan Tourism Organization	fDi markets	the QS Best Student Cities index showcases the top 100 urban destinations for international students, based on a diverse range of indicators grouped into 6 key categories: University Rankings, Student Mix, Desirability, Employer Activity and Affordability, Student View	data for Shanghai refer to 2015	0,914368650217707	0,114159780574117	1,42857142857143	0,819033286454418
20	Tokyo	2018	450	2,84263358778626	88	2017	2016	2016	QS Best Student Cities	Istat, Idescat, Destatis, Choose Chicago, Office for National Statistics & Visit Britain, NYC & Company, Paris Office du Tourisme et des Congrès, Shanghai Statistical Yearbook, Japan Tourism Organization	fDi markets	the QS Best Student Cities index showcases the top 100 urban destinations for international students, based on a diverse range of indicators grouped into 6 key categories: University Rankings, Student Mix, Desirability, Employer Activity and Affordability, Student View	data for Shanghai refer to 2015	1,08853410740203	0,764088306594366	0,675883256528418	0,842835223508272