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Synthetic Mobility Purpose Dataset
A synthetically generated dataset representing purpose-of-motion data in the format of individual mobility networks.-
ZIP
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ZIP
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Kinematic Features of Porto Taxi Trips
This dataset comprises tabular information related to the movement of taxis in the city of Porto, Portugal. For every taxi journey, we segmented the trajectory into 20...-
CSV
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CSV
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Private 64-tiles tessellation of Manhattan
Squared tessellation of the Manhattan district of NYC. The manhattan land zone (including small island) are tessellated into 64 squared tiles of equal dimension. More details on... -
Private Synthetic Mobility Network of Chicago's bikes
AI-generated mobility network represented daily flows of bike sharing vehicles in Chicago. The mobility network represent the flow among the tiles of a 64-tiles squared... -
Private Synthetic Mobility Network of Chicago's taxis
AI-generated mobility network represented daily flows of taxi rides in Chicago. The mobility network represent the flow among the tiles of a 64-tiles squared tessellation of the... -
Private Synthetic Mobility Network of Manhattan's bikes
AI-generated mobility network represented daily flows of bike sharing vehicles in Manhattan. The mobility network represent the flow among the tiles of a 64-tiles squared... -
Private Synthetic Mobility Network of Manhattan's taxis
AI-generated mobility network represented daily flows of taxi rides in Manhattan. The mobility network represent the flow among the tiles of a 64-tiles squared tessellation of... -
Prediction of next career moves from scientific profiles
This is a two-stage predictive model for the mobility of scientists. First, data mining is used to predict which researcher will move in the next year on the basis of their... -
Car sharing dataset
The dataset comprises pickup and drop-off times and locations of vehicles in 10 European cities for one of the major free-floating car sharing operator. For nine of these... -
Private 64-tiles tessellation of Chicago
Squared tessellation of the city center of Chicago, Illinois, into 64 tiles. Tessellation only of the central part of Chicago, namely the neighborhoods 'LOOP', 'NEAR SOUTH... -
Private TraffiCO2: a simulative framework to assess navigation systems' impact on CO2...
TraffiCO2 is a simulation framework to assess the impact of GPS navigation apps on urban well-being in terms of carbon dioxide (CO2) emissions. TraffiCO2 uses GPS data to... -
Analysis of GPS data to assess changes in mobility routines during the COVID-...
Non-Pharmaceutical Interventions (NPIs), aimed at reducing the diffusion of the COVID-19 pandemic, have dramatically influenced our everyday behaviour. In this experiment, we... -
Generating Synthetic Mobility Networks with Generative Adversarial Networks
The increasingly crucial role of human displacements in complex societal phenomena, such as traffic congestion, segregation, and the diffusion of epidemics, is attracting the... -
Deep Gravity model
Deep Gravity is an effective model to generate flow probabilities that exploits many features (e.g., land use, road network, transport, food, health facilities) extracted from... -
Analysis of changes in visits to public venues during the COVID-19 pandemic
The non-pharmaceutical interventions (NPIs), aimed at reducing the diffusion of the COVID-19 pandemic, has dramatically influenced our behaviour in everyday life. We developed... -
STS-EPR - Trajectory generator
Modelling human mobility is crucial in several scientific areas, from urban planning to epidemic modeling, traffic forecasting, and what-if analysis. Existing models focus on...-
PDF
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text/x-python
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PDF
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GeoSim - Trajectory generator (integration in scikit-mobility)
GeoSim, proposed by Toole et al. [1], is a mechanistic generative model for human mobility. GeoSim takes into account the social dimension between individuals during the...-
HTML
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text/x-python
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HTML
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Exploration of time use by citizens based on their movement tracks
This resource consists of a visual analytics framework and a set of supporting tools for deriving place meaning and reconstructing personal mobility diaries from episodic...-
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mp4
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rep
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PDF
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MyWay - Trajectory Prediction
MyWay is a prediction system which exploits the individual systematic behaviors modeled by mobility profiles to predict human movements. MyWay provides three strategies: the... -
Carpooling
Carpooling, i.e., the act where two or more travelers share the same car for a common trip, is one of the possibilities brought forward to reduce traffic and its...
