A multi-source dataset of urban life in the city of Milan and the Province of Trentino

被引：354

作者：

Barlacchi, Gianni ^{[1
,2
]}

De Nadai, Marco ^{[2
]}

Larcher, Roberto ^{[1
]}

Casella, Antonio ^{[1
]}

Chitic, Cristiana ^{[1
]}

Torrisi, Giovanni ^{[1
]}

Antonelli, Fabrizio ^{[1
]}

Vespignani, Alessandro ^{[3
]}

Pentland, Alex ^{[4
]}

Lepri, Bruno ^{[2
]}

机构：

[1] SKIL Telecom Italia, I-38123 Trento, Italy

[2] FBK, I-38123 Trento, Italy

[3] Northwestern Univ, Boston, MA 02115 USA

[4] MIT, Media Lab, Cambridge, MA 02139 USA

来源：

SCIENTIFIC DATA | 2015年 / 2卷

关键词：

HUMAN MOBILITY;

D O I：

10.1038/sdata.2015.55

中图分类号：

O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

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.

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