{"id":"https://openalex.org/W2560879034","doi":"https://doi.org/10.1017/s1743921316012795","title":"Interactive (statistical) visualisation and exploration of a billion objects with vaex","display_name":"Interactive (statistical) visualisation and exploration of a billion objects with vaex","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2560879034","doi":"https://doi.org/10.1017/s1743921316012795","mag":"2560879034"},"language":"en","primary_location":{"id":"doi:10.1017/s1743921316012795","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s1743921316012795","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/394C62D07CCD718558D9C6BEB094CCD7/S1743921316012795a.pdf/div-class-title-interactive-statistical-visualisation-and-exploration-of-a-billion-objects-with-vaex-div.pdf","source":{"id":"https://openalex.org/S4210212087","display_name":"Proceedings of the International Astronomical Union","issn_l":"1743-9213","issn":["1743-9213","1743-9221"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Astronomical Union","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/394C62D07CCD718558D9C6BEB094CCD7/S1743921316012795a.pdf/div-class-title-interactive-statistical-visualisation-and-exploration-of-a-billion-objects-with-vaex-div.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"M. A. Breddels","orcid":null},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"M. A. Breddels","raw_affiliation_strings":["Kapteyn Astronomical Institute, University of Groningen, P.O. Box 800, 9700 AV Groningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Kapteyn Astronomical Institute, University of Groningen, P.O. Box 800, 9700 AV Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I169381384"],"apc_list":null,"apc_paid":null,"fwci":0.9311,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87423553,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"12","issue":"S325","first_page":"299","last_page":"304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12917","display_name":"Astronomy and Astrophysical Research","score":0.19189999997615814,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12917","display_name":"Astronomy and Astrophysical Research","score":0.19189999997615814,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11323","display_name":"Gamma-ray bursts and supernovae","score":0.10289999842643738,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10026","display_name":"Galaxies: Formation, Evolution, Phenomena","score":0.08709999918937683,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6942999958992004},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.554099977016449},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5317000150680542},{"id":"https://openalex.org/keywords/data-exploration","display_name":"Data exploration","score":0.47609999775886536},{"id":"https://openalex.org/keywords/interactive-visualization","display_name":"Interactive visualization","score":0.45649999380111694}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7318000197410583},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6942999958992004},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.6506999731063843},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.554099977016449},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5317000150680542},{"id":"https://openalex.org/C2780977526","wikidata":"https://www.wikidata.org/wiki/Q42417149","display_name":"Data exploration","level":3,"score":0.47609999775886536},{"id":"https://openalex.org/C64073096","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Interactive visualization","level":3,"score":0.45649999380111694},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.28459998965263367},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2815999984741211},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2761000096797943},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2703999876976013},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2596000134944916},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2581999897956848}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1017/s1743921316012795","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s1743921316012795","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/394C62D07CCD718558D9C6BEB094CCD7/S1743921316012795a.pdf/div-class-title-interactive-statistical-visualisation-and-exploration-of-a-billion-objects-with-vaex-div.pdf","source":{"id":"https://openalex.org/S4210212087","display_name":"Proceedings of the International Astronomical Union","issn_l":"1743-9213","issn":["1743-9213","1743-9221"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Astronomical Union","raw_type":"journal-article"},{"id":"pmh:oai:pure.rug.nl:openaire/5526ab55-bc2b-4865-9158-881d6f4a2376","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/5526ab55-bc2b-4865-9158-881d6f4a2376","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Breddels, M A 2016, 'Interactive (statistical) visualisation and exploration of a billion objects with vaex', Proceedings of the International Astronomical Union, IAU Symposium, vol. 12, no. 325, pp. 299-304. https://doi.org/10.1017/S1743921316012795","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:arXiv.org:1612.04183","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1612.04183","pdf_url":"https://arxiv.org/pdf/1612.04183","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1017/s1743921316012795","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s1743921316012795","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/394C62D07CCD718558D9C6BEB094CCD7/S1743921316012795a.pdf/div-class-title-interactive-statistical-visualisation-and-exploration-of-a-billion-objects-with-vaex-div.pdf","source":{"id":"https://openalex.org/S4210212087","display_name":"Proceedings of the International Astronomical Union","issn_l":"1743-9213","issn":["1743-9213","1743-9221"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Astronomical Union","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320318240","display_name":"European Space Agency","ror":"https://ror.org/03wd9za21"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2560879034.pdf","grobid_xml":"https://content.openalex.org/works/W2560879034.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2011301426","https://openalex.org/W2061939373","https://openalex.org/W2079595033","https://openalex.org/W2145675950"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"With":[1],"new":[2,16],"catalogues":[3,92,135],"arriving":[4],"such":[5,136],"as":[6,137],"the":[7,115,118],"Gaia":[8,119],"DR1,":[9],"containing":[10],"more":[11],"than":[12],"a":[13,34,40,47,50,65,73,96],"billion":[14,41],"objects,":[15],"methods":[17],"of":[18,39,60,72,90,117],"handling":[19],"and":[20,99,107],"visualizing":[21],"these":[22],"data":[23],"volumes":[24],"are":[25,70],"needed.":[26],"We":[27],"show":[28],"that":[29],"by":[30],"calculating":[31],"statistics":[32],"on":[33,49,127],"regular":[35],"(N-dimensional)":[36],"grid,":[37],"visualizations":[38],"objects":[42],"can":[43,123],"be":[44,125],"done":[45],"within":[46],"second":[48],"modern":[51],"desktop":[52],"computer.":[53],"This":[54,79],"is":[55,95,114,150],"achieved":[56],"using":[57],"memory":[58],"mapping":[59],"hdf5":[61],"files":[62],"together":[63],"with":[64],"simple":[66],"binning":[67],"algorithm,":[68],"which":[69,102],"part":[71],"Python":[74,97],"library":[75,98],"called":[76],"vaex":[77,113,122,149],".":[78,152],"enables":[80],"efficient":[81],"exploration":[82,89,106],"or":[83,129,142],"large":[84,91],"datasets":[85],"interactively,":[86],"making":[87],"science":[88],"feasible.":[93],"Vaex":[94],"an":[100],"application,":[101],"allows":[103],"for":[104,111,148],"interactive":[105],"visualization.":[108],"The":[109,146],"motivation":[110],"developing":[112],"catalogue":[116],"satellite,":[120],"however,":[121],"also":[124],"used":[126],"SPH":[128],"N-body":[130],"simulations,":[131],"any":[132],"other":[133,143],"(future)":[134],"SDSS,":[138],"Pan-STARRS,":[139],"LSST,":[140],"etc.":[141],"tabular":[144],"data.":[145],"homepage":[147],"http://vaex.astro.rug.nl":[151]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2017-01-06T00:00:00"}