{"repo":"benedekrozemberczki/spatiotemporal_datasets","free":true,"listed":false,"github":"https://github.com/benedekrozemberczki/spatiotemporal_datasets","clone":"git clone https://github.com/benedekrozemberczki/spatiotemporal_datasets.git","description":"Spatiotemporal datasets collected for network science, deep learning and general machine learning research.","language":null,"stars":64,"topics":["deep-learning","machine-learning","gcn","gnn","time-series","time-series-analysis","analytics","deepwalk","node2vec","spatial-analysis"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"Spatiotemporal Datasets Spatiotemporal datasets collected for network science, deep learning and general machine learning research. ------------------------- Contents 1. Chickenpox Cases in Hungary 2. PedalMe London Bicycle Deliveries Chickenpox Cases in Hungary Description A spatio-temporal dataset of weekly chickenpox (childhood disease) cases from Hungary. The dataset consists of a county-level adjacency matrix and time series of the county-level reported cases between 2005 and 2015. There are 2 specific related tasks: - County level case count prediction. - National level case count prediction. Links - Chickenpox Cases in Hungary Edges - Chickenpox Cases in Hungary Time Series Properties - Directed: No. - Node features: Yes. - Temporal: Yes. Hungarian Counties --- --- Nodes 20 Edges 61 Density 0.3211 Transitvity 0.4134 Possible tasks - Count data regression Citing PedalMe London Bicycle Deliveries Description A spatio-temporal dataset of weekly PedalMe bicycle deliveries in London. The dataset consists of a proximity based weighted adjacency matrix and time series of the weekly demands in 2020 and 2021. There are 2 specific related tasks: - Locality level demand prediction. - London level demand prediction. Links - PedalMe London Bicycle Deliveries Edges - PedalMe London Bicycle Deliveries Time Series Properties - Directed: No. - Node features: Yes. - Temporal: Yes. London Regions --- --- Nodes 15 Edges 225 Possible tasks - Count data regression Citing -------------------","default_branch":null,"files":null,"tree":[],"storefront":"/r/benedekrozemberczki","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/benedekrozemberczki/spatiotemporal_datasets/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}