A multi-source dataset of urban life in the city of Milan and the Province of Trentino
The study of socio-technical systems has been revolutionized by the unprecedented amount of digital records that are constantly being produced by human activities such as accessing Internet services, using mobile devices, and consuming energy and knowledge. In this paper, we describe the richest ope...
| Main Authors: | , , , , , , , , , |
|---|---|
| Other Authors: | |
| Format: | Article |
| Language: | en_US |
| Published: |
Nature Publishing Group
2016
|
| Online Access: | http://hdl.handle.net/1721.1/100903 https://orcid.org/0000-0002-8053-9983 |
| _version_ | 1811092679415562240 |
|---|---|
| author | Barlacchi, Gianni De Nadai, Marco Larcher, Roberto Casella, Antonio Chitic, Cristiana Torrisi, Giovanni Antonelli, Fabrizio Vespignani, Alessandro Lepri, Bruno Pentland, Alex Paul |
| author2 | Massachusetts Institute of Technology. Media Laboratory |
| author_facet | Massachusetts Institute of Technology. Media Laboratory Barlacchi, Gianni De Nadai, Marco Larcher, Roberto Casella, Antonio Chitic, Cristiana Torrisi, Giovanni Antonelli, Fabrizio Vespignani, Alessandro Lepri, Bruno Pentland, Alex Paul |
| author_sort | Barlacchi, Gianni |
| collection | MIT |
| description | The study of socio-technical systems has been revolutionized by the unprecedented amount of digital records that are constantly being produced by human activities such as accessing Internet services, using mobile devices, and consuming energy and knowledge. In this paper, we describe the richest open multi-source dataset ever released on two geographical areas. The dataset is composed of telecommunications, weather, news, social networks and electricity data from the city of Milan and the Province of Trentino. The unique multi-source composition of the dataset makes it an ideal testbed for methodologies and approaches aimed at tackling a wide range of problems including energy consumption, mobility planning, tourist and migrant flows, urban structures and interactions, event detection, urban well-being and many others. |
| first_indexed | 2024-09-23T15:22:02Z |
| format | Article |
| id | mit-1721.1/100903 |
| institution | Massachusetts Institute of Technology |
| language | en_US |
| last_indexed | 2024-09-23T15:22:02Z |
| publishDate | 2016 |
| publisher | Nature Publishing Group |
| record_format | dspace |
| spelling | mit-1721.1/1009032022-10-02T02:30:49Z A multi-source dataset of urban life in the city of Milan and the Province of Trentino Barlacchi, Gianni De Nadai, Marco Larcher, Roberto Casella, Antonio Chitic, Cristiana Torrisi, Giovanni Antonelli, Fabrizio Vespignani, Alessandro Lepri, Bruno Pentland, Alex Paul Massachusetts Institute of Technology. Media Laboratory Program in Media Arts and Sciences (Massachusetts Institute of Technology) Pentland, Alex Paul The study of socio-technical systems has been revolutionized by the unprecedented amount of digital records that are constantly being produced by human activities such as accessing Internet services, using mobile devices, and consuming energy and knowledge. In this paper, we describe the richest open multi-source dataset ever released on two geographical areas. The dataset is composed of telecommunications, weather, news, social networks and electricity data from the city of Milan and the Province of Trentino. The unique multi-source composition of the dataset makes it an ideal testbed for methodologies and approaches aimed at tackling a wide range of problems including energy consumption, mobility planning, tourist and migrant flows, urban structures and interactions, event detection, urban well-being and many others. 2016-01-18T22:43:08Z 2016-01-18T22:43:08Z 2015-10 2015-05 Article http://purl.org/eprint/type/JournalArticle 2052-4463 http://hdl.handle.net/1721.1/100903 Barlacchi, Gianni, Marco De Nadai, Roberto Larcher, Antonio Casella, Cristiana Chitic, Giovanni Torrisi, Fabrizio Antonelli, Alessandro Vespignani, Alex Pentland, and Bruno Lepri. “A Multi-Source Dataset of Urban Life in the City of Milan and the Province of Trentino.” Sci. Data 2 (October 27, 2015): 150055. https://orcid.org/0000-0002-8053-9983 en_US http://dx.doi.org/10.1038/sdata.2015.55 Scientific Data Creative Commons Attribution http://creativecommons.org/licenses/by/4.0/ application/pdf Nature Publishing Group Elsevier |
| spellingShingle | Barlacchi, Gianni De Nadai, Marco Larcher, Roberto Casella, Antonio Chitic, Cristiana Torrisi, Giovanni Antonelli, Fabrizio Vespignani, Alessandro Lepri, Bruno Pentland, Alex Paul A multi-source dataset of urban life in the city of Milan and the Province of Trentino |
| title | A multi-source dataset of urban life in the city of Milan and the Province of Trentino |
| title_full | A multi-source dataset of urban life in the city of Milan and the Province of Trentino |
| title_fullStr | A multi-source dataset of urban life in the city of Milan and the Province of Trentino |
| title_full_unstemmed | A multi-source dataset of urban life in the city of Milan and the Province of Trentino |
| title_short | A multi-source dataset of urban life in the city of Milan and the Province of Trentino |
| title_sort | multi source dataset of urban life in the city of milan and the province of trentino |
| url | http://hdl.handle.net/1721.1/100903 https://orcid.org/0000-0002-8053-9983 |
| work_keys_str_mv | AT barlacchigianni amultisourcedatasetofurbanlifeinthecityofmilanandtheprovinceoftrentino AT denadaimarco amultisourcedatasetofurbanlifeinthecityofmilanandtheprovinceoftrentino AT larcherroberto amultisourcedatasetofurbanlifeinthecityofmilanandtheprovinceoftrentino AT casellaantonio amultisourcedatasetofurbanlifeinthecityofmilanandtheprovinceoftrentino AT chiticcristiana amultisourcedatasetofurbanlifeinthecityofmilanandtheprovinceoftrentino AT torrisigiovanni amultisourcedatasetofurbanlifeinthecityofmilanandtheprovinceoftrentino AT antonellifabrizio amultisourcedatasetofurbanlifeinthecityofmilanandtheprovinceoftrentino AT vespignanialessandro amultisourcedatasetofurbanlifeinthecityofmilanandtheprovinceoftrentino AT lepribruno amultisourcedatasetofurbanlifeinthecityofmilanandtheprovinceoftrentino AT pentlandalexpaul amultisourcedatasetofurbanlifeinthecityofmilanandtheprovinceoftrentino AT barlacchigianni multisourcedatasetofurbanlifeinthecityofmilanandtheprovinceoftrentino AT denadaimarco multisourcedatasetofurbanlifeinthecityofmilanandtheprovinceoftrentino AT larcherroberto multisourcedatasetofurbanlifeinthecityofmilanandtheprovinceoftrentino AT casellaantonio multisourcedatasetofurbanlifeinthecityofmilanandtheprovinceoftrentino AT chiticcristiana multisourcedatasetofurbanlifeinthecityofmilanandtheprovinceoftrentino AT torrisigiovanni multisourcedatasetofurbanlifeinthecityofmilanandtheprovinceoftrentino AT antonellifabrizio multisourcedatasetofurbanlifeinthecityofmilanandtheprovinceoftrentino AT vespignanialessandro multisourcedatasetofurbanlifeinthecityofmilanandtheprovinceoftrentino AT lepribruno multisourcedatasetofurbanlifeinthecityofmilanandtheprovinceoftrentino AT pentlandalexpaul multisourcedatasetofurbanlifeinthecityofmilanandtheprovinceoftrentino |