_id città regione edizione Osservatorio Milano X1 = years of age of firms' equipment X2 = firms integrating their equipment with smart instrume_4 X3 = firms foreseeing to integrate their equipment with sm_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 "" 2019 12,4 0,128301 0,189996 2017 2017 2017 Lombardia Lombardia Lombardia region region region Assolombarda Assolombarda Assolombarda manufacturing firms employing at least 10 persons. To compute the final score, the reciprocal of the indicator is used manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that have adopted at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that plan to adopt at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things 0,935186360759288 1,24690705318216 0,993696692280174 1,05859670207388 2 Barcelona "" 2019 13,8 0,114418 0,292542 2017 2017 2017 Cataluña Cataluña Cataluña region region region Assolombarda Assolombarda Assolombarda manufacturing firms employing at least 10 persons. To compute the final score, the reciprocal of the indicator is used manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that have adopted at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that plan to adopt at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things 0,840312382131534 1,11198362609018 1,530021778106 1,16077259544257 3 Lyon "" 2019 11,7 0,070774 0,120434 2017 2017 2017 Rhône-Alpes Rhône-Alpes Rhône-Alpes region region region Assolombarda Assolombarda Assolombarda manufacturing firms employing at least 10 persons. To compute the final score, the reciprocal of the indicator is used manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that have adopted at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that plan to adopt at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things 0,991137681488476 0,687824722971095 0,629880984010561 0,769614462823377 4 München "" 2019 10,8 0,052525 0,181562 2017 2017 2017 Bayern Bayern Bayern region region region Assolombarda Assolombarda Assolombarda manufacturing firms employing at least 10 persons. To compute the final score, the reciprocal of the indicator is used manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that have adopted at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that plan to adopt at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things 1,07373248827918 0,510469855795303 0,949586090463867 0,844596144846118 5 Stuttgart "" 2019 10 0,148459 0,171472 2017 2017 2017 Baden-Württemberg Baden-Württemberg Baden-Württemberg region region region Assolombarda Assolombarda Assolombarda manufacturing firms employing at least 10 persons. To compute the final score, the reciprocal of the indicator is used manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that have adopted at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that plan to adopt at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things 1,15963108734152 1,44281474196125 0,896814455139403 1,16642009481406 6 Milano Lombardia 2018 11,7 0,061969 0,134449 2015 2015 2015 Lombardia Lombardia Lombardia region region region Assolombarda Assolombarda Assolombarda manufacturing firms employing at least 10 persons. To compute the final score, the reciprocal of the indicator is used manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that have adopted at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that plan to adopt at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things 0,84441742985572 0,741756400250887 0,758666182139923 0,78161333741551 7 Barcelona Cataluña 2018 11,9 0,057889 0,074582 2015 2015 2015 Cataluña Cataluña Cataluña region region region Assolombarda Assolombarda Assolombarda manufacturing firms employing at least 10 persons. To compute the final score, the reciprocal of the indicator is used manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that have adopted at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that plan to adopt at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things 0,830225540278313 0,692919625201691 0,42084984787064 0,647998337783548 8 Lyon Rhône-Alpes 2018 12,3 0,122022 0,277995 2015 2015 2015 Rhône-Alpes Rhône-Alpes Rhône-Alpes region region region Assolombarda Assolombarda Assolombarda manufacturing firms employing at least 10 persons. To compute the final score, the reciprocal of the indicator is used manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that have adopted at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that plan to adopt at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things 0,803226335716417 1,46057866790514 1,56866473758814 1,27748991373657 9 München Bayern 2018 8,2 0,059191 0,162053 2015 2015 2015 Bayern Bayern Bayern region region region Assolombarda Assolombarda Assolombarda manufacturing firms employing at least 10 persons. To compute the final score, the reciprocal of the indicator is used manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that have adopted at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that plan to adopt at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things 1,20483950357463 0,708504301945331 0,914429492330333 0,94259109928343 10 Stuttgart Baden-Württemberg 2018 7,5 0,116647 0,237009 2015 2015 2015 Baden-Württemberg Baden-Württemberg Baden-Württemberg region region region Assolombarda Assolombarda Assolombarda manufacturing firms employing at least 10 persons. To compute the final score, the reciprocal of the indicator is used manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that have adopted at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that plan to adopt at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things 1,31729119057492 1,39624100469695 1,33738974007096 1,35030731178095 11 Milano Lombardia 2017 11,7 0,061969 0,134449 2015 2015 2015 Lombardia Lombardia Lombardia region region region Assolombarda Assolombarda Assolombarda manufacturing firms employing at least 10 persons. To compute the final score, the reciprocal of the indicator is used manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that have adopted at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that plan to adopt at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things 0,84441742985572 0,741756400250887 0,758666182139923 0,78161333741551 12 Barcelona Cataluña 2017 11,9 0,057889 0,074582 2015 2015 2015 Cataluña Cataluña Cataluña region region region Assolombarda Assolombarda Assolombarda manufacturing firms employing at least 10 persons. To compute the final score, the reciprocal of the indicator is used manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that have adopted at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that plan to adopt at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things 0,830225540278313 0,692919625201691 0,42084984787064 0,647998337783548 13 Lyon Rhône-Alpes 2017 12,3 0,122022 0,277995 2015 2015 2015 Rhône-Alpes Rhône-Alpes Rhône-Alpes region region region Assolombarda Assolombarda Assolombarda manufacturing firms employing at least 10 persons. To compute the final score, the reciprocal of the indicator is used manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that have adopted at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that plan to adopt at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things 0,803226335716417 1,46057866790514 1,56866473758814 1,27748991373657 14 München Bayern 2017 8,2 0,059191 0,162053 2015 2015 2015 Bayern Bayern Bayern region region region Assolombarda Assolombarda Assolombarda manufacturing firms employing at least 10 persons. To compute the final score, the reciprocal of the indicator is used manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that have adopted at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that plan to adopt at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things 1,20483950357463 0,708504301945331 0,914429492330333 0,94259109928343 15 Stuttgart Baden-Württemberg 2017 7,5 0,116647 0,237009 2015 2015 2015 Baden-Württemberg Baden-Württemberg Baden-Württemberg region region region Assolombarda Assolombarda Assolombarda manufacturing firms employing at least 10 persons. To compute the final score, the reciprocal of the indicator is used manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that have adopted at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things manufacturing firms employing at least 10 persons, percentage of firms with mechanically or digitally integrated systems that plan to adopt at least two smart manufacturing technologies among the following: industrial robots, 3D printing, Advanced Human-Machine Integration, Industrial Analytics, Cloud Manufacturing, Internet of Things 1,31729119057492 1,39624100469695 1,33738974007096 1,35030731178095