scikit-mobility: mobility analysis in Python

a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic information"

Thanks to the proliferation of smart devices, such as smartphones and wearables, which are equipped with computation, communication and sensing capabilities, a plethora of new location-based services and applications are available for the users at any time and everywhere. Understanding human mobility has gain importance to offer better services …

[IEEE TITS 2024] Activity-aware human mobility prediction with hierarchical graph attention recurrent network.

This is a list of useful information about urban mobility prediction. Related papers, datasets and codes are included.

Urban Dynamics Through the Lens of Human Mobility

Human mobility data (in form of <x,y,t>) analysis and visualization in R.

PyTorch implementation of the paper-"Human Mobility Prediction with Causal and Spatial-constrained Multi-task Network"

Collect and filter location information from social network services.

This repository contains the code for the paper "ST-MoE-BERT: A Spatial-Temporal Mixture-of-Experts Framework for Long-Term Cross-City Mobility Prediction".

A Python library for computing several metrics related to predictability in human mobility

Advances on human mobility science, covering the reading list of recent top academic conferences.

A SLAW mobility simulator based on the OMNeT++ and INET frameworks

a Python package designed to facilitate access to this mobility data and associated spatial tessellations, while standardizing the data for ease of use and analysis. As easy as pip install pyspainmobility

Collect and filter location information from social network services. (Web interface.)

Fractional calculus and commercial air transport models used in: arxiv.org/abs/1601.07655

Massive-STEPS: Massive Semantic Trajectories for Understanding POI Check-ins -- Dataset and Benchmarks

Framework for modelling dynamical complex systems

This repository stores the required code to replicate the article "Using digital footprint data to monitor human mobility and support rapid humanitarian responses"