{"@context":{"@language":"en","@vocab":"https://schema.org/","citeAs":"cr:citeAs","column":"cr:column","conformsTo":"dct:conformsTo","cr":"http://mlcommons.org/croissant/","rai":"http://mlcommons.org/croissant/RAI/","data":{"@id":"cr:data","@type":"@json"},"dataType":{"@id":"cr:dataType","@type":"@vocab"},"dct":"http://purl.org/dc/terms/","examples":{"@id":"cr:examples","@type":"@json"},"extract":"cr:extract","field":"cr:field","fileProperty":"cr:fileProperty","fileObject":"cr:fileObject","fileSet":"cr:fileSet","format":"cr:format","includes":"cr:includes","isLiveDataset":"cr:isLiveDataset","jsonPath":"cr:jsonPath","key":"cr:key","md5":"cr:md5","parentField":"cr:parentField","path":"cr:path","recordSet":"cr:recordSet","references":"cr:references","regex":"cr:regex","repeated":"cr:repeated","replace":"cr:replace","sc":"https://schema.org/","separator":"cr:separator","source":"cr:source","subField":"cr:subField","transform":"cr:transform","wd":"https://www.wikidata.org/wiki/"},"@type":"sc:Dataset","conformsTo":"http://mlcommons.org/croissant/1.0","name":"Graph Neural Networks for Road Safety Modeling: Datasets and Evaluations for Accident Analysis","url":"https://doi.org/10.7910/DVN/V71K5R","creator":[{"@type":"Person","givenName":"Abhinav","familyName":"Nippani","affiliation":{"@type":"Organization","name":"Northeastern University"},"name":"Abhinav Nippani"},{"@type":"Person","affiliation":{"@type":"Organization","name":"Northeastern University"},"name":"Dongyue Li"}],"description":"Here we deposit the datasets we have extracted for ten states in the US. In each zip file, we include each state's accident records, road networks, and network features. For further information about using the dataset and how we extracted the data, check out our GitHub repository for instructions.","keywords":["Computer and Information Science","Graph Neural Networks, Traffic Accident Analysis, Road Networks"],"license":"http://creativecommons.org/publicdomain/zero/1.0","datePublished":"2023-10-26","dateModified":"2024-02-29","includedInDataCatalog":{"@type":"DataCatalog","name":"Harvard Dataverse","url":"https://dataverse.harvard.edu"},"publisher":{"@type":"Organization","name":"Harvard Dataverse"},"version":"2.0","citeAs":"@data{DVN/V71K5R_2023,author = {Abhinav Nippani and Dongyue Li},publisher = {Harvard Dataverse},title = {Graph Neural Networks for Road Safety Modeling: Datasets and Evaluations for Accident Analysis},year = {2023},url = {https://doi.org/10.7910/DVN/V71K5R}}","distribution":[{"@type":"cr:FileObject","@id":"CA-1.zip","name":"CA-1.zip","encodingFormat":"application/zip","md5":"efde799ef89d59c8d8c1a0e7c3cfd5a9","contentSize":"278418898","description":"","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/8564456"},{"@type":"cr:FileObject","@id":"CA-2.zip","name":"CA-2.zip","encodingFormat":"application/zip","md5":"d2496794c4b9b1f0459dced8c4c98265","contentSize":"1945584912","description":"","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/8564455"},{"@type":"cr:FileObject","@id":"DE.zip","name":"DE.zip","encodingFormat":"application/zip","md5":"122a80a2111cd23669135025cf2c737f","contentSize":"115139552","description":"","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/7165328"},{"@type":"cr:FileObject","@id":"IA.zip","name":"IA.zip","encodingFormat":"application/zip","md5":"3c107155513ed2dadbe9232b490416cd","contentSize":"419971172","description":"","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/7165398"},{"@type":"cr:FileObject","@id":"IL.zip","name":"IL.zip","encodingFormat":"application/zip","md5":"5f7074a91359a3377127ff920c9a86fc","contentSize":"1043154295","description":"","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/7165400"},{"@type":"cr:FileObject","@id":"MA.zip","name":"MA.zip","encodingFormat":"application/zip","md5":"b51704d0d3f8ba42208889e744152ccf","contentSize":"963893659","description":"","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/7168132"},{"@type":"cr:FileObject","@id":"MD.zip","name":"MD.zip","encodingFormat":"application/zip","md5":"b102dab01695d468539f798c4c739609","contentSize":"361306677","description":"","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/7165327"},{"@type":"cr:FileObject","@id":"MN.zip","name":"MN.zip","encodingFormat":"application/zip","md5":"2b01de25357fc2b221959ea857faddf7","contentSize":"513596407","description":"","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/7165334"},{"@type":"cr:FileObject","@id":"MT.zip","name":"MT.zip","encodingFormat":"application/zip","md5":"b4f558f06807c4556d84874de40a9a8e","contentSize":"130213642","description":"","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/7165333"},{"@type":"cr:FileObject","@id":"NV.zip","name":"NV.zip","encodingFormat":"application/zip","md5":"e6acb5d366191b4272658b89b0998962","contentSize":"116918369","description":"","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/7166703"},{"@type":"cr:FileObject","@id":"NY.zip","name":"NY.zip","encodingFormat":"application/zip","md5":"0d1e9c49bff7b0ad11c7b437e78bf14a","contentSize":"1289728949","description":"","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/8563996"}]}