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The Twitter of Babel: Mapping World Languages through Microblogging Platforms

The Twitter of Babel: Mapping World Languages through Microblogging PlatformsDelia Mocanu, Andrea Baronchelli, Bruno Gonçalves, Nicola Perra, Alessandro Vespignani 

Large scale analysis and statistics of socio-technical systems that just a few short years ago would have required the use of consistent economic and human resources can nowadays be conveniently performed by mining the enormous amount of digital data produced by human activities. Although a characterization of several aspects of our societies is emerging from the data revolution, a number of questions concerning the reliability and the biases inherent to the big data "proxies" of social life are still open. Here, we survey worldwide linguistic indicators and trends through the analysis of a large-scale dataset of microblogging posts. We show that available data allow for the study of language geography at scales ranging from country-level aggregation to specific city neighborhoods. The high resolution and coverage of the data allows us to investigate different indicators such as the linguistic homogeneity of different countries, the touristic seasonal patterns within countries and the geographical distribution of different languages in multilingual regions. This work highlights the potential of geolocalized studies of open data sources to improve current analysis and develop indicators for major social phenomena in specific communities.

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FuturICT: Complexity aided design -A. Carbone, M. Ajmone-Marsan, K. W. Axhausen, M. Batty, M. Masera, E. Rome

FuturICT: Complexity aided design -A. Carbone, M. Ajmone-Marsan, K. W. Axhausen, M. Batty, M. Masera, E. Rome | FuturICT Journal Publications | Scoop.it

A. Carbone, M. Ajmone-Marsan, K. W. Axhausen, M. Batty, M. Masera, E. Rome

“In the next century, planet earth will don an electronic skin. It will use the Internet as a scaffold to support and transmit its sensations. This skin is already being stitched together. It consists of millions of embedded electronic measuring devices: thermostats, pressure gauges, pollution detectors, cameras, microphones, glucose sensors, EKGs, electroencephalographs. These will probe and monitor cities and endangered species, the atmosphere, our ships, highways and fleets of trucks, our conversations, our bodies–even our dreams ....What will the earth’s new skin permit us to feel? How will we use its surges of sensation? For several years–maybe for a decade–there will be no central nervous system to manage this vast signaling network. Certainly there will be no central intelligence...some qualities of self-awareness will emerge once the Net is sensually enhanced. Sensuality is only one force pushing the Net toward intelligence”. These statements are quoted by an interview by Cherry Murray, Dean of the Harvard School of Engineering and Applied Sciences and Professor of Physics. It is interesting to outline the timeliness and highly predicting power of these statements. In particular, we would like to point to the relevance of the question “What will the earth’s new skin permit us to feel?” to the work we are going to discuss in this paper. There are many additional compelling questions, as for example: “How can the electronic earth’s skin be made more resilient?”; “How can the earth’s electronic skin be improved to better satisfy the need of our society?”;“What can the science of complex systems contribute to this endeavour?”

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JOURNAL: THE EUROPEAN PHYSICAL JOURNAL SPECIAL TOPICS Vol. 214 (November II 2012)"Participatory Science and Computing for Our Complex World".

http://epjst.epj.org/index.php?option=com_toc&url=/articles/epjst/abs/2012/14/contents/contents.html

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