{"id":"https://openalex.org/W4388018843","doi":"https://doi.org/10.1109/tvcg.2023.3327367","title":"Dead or Alive: Continuous Data Profiling for Interactive Data Science","display_name":"Dead or Alive: Continuous Data Profiling for Interactive Data Science","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4388018843","doi":"https://doi.org/10.1109/tvcg.2023.3327367","pmid":"https://pubmed.ncbi.nlm.nih.gov/37903042"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2023.3327367","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvcg.2023.3327367","pdf_url":"https://ieeexplore.ieee.org/ielx7/2945/4359476/10301695.pdf","source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/2945/4359476/10301695.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041694845","display_name":"Will Epperson","orcid":"https://orcid.org/0000-0002-2745-4315"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Will Epperson","raw_affiliation_strings":["Carnegie Mellon University, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092622516","display_name":"Vaishnavi Gorantla","orcid":"https://orcid.org/0009-0007-1764-6763"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vaishnavi Gorantla","raw_affiliation_strings":["Carnegie Mellon University, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006087928","display_name":"Dominik Moritz","orcid":"https://orcid.org/0000-0002-3110-1053"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dominik Moritz","raw_affiliation_strings":["Carnegie Mellon University, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053097987","display_name":"Adam Perer","orcid":"https://orcid.org/0000-0002-8369-3847"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Perer","raw_affiliation_strings":["Carnegie Mellon University, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041694845"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":3.3331,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.94014328,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"30","issue":"1","first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9718999862670898,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9599999785423279,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8617686033248901},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.8121695518493652},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.4781114459037781},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4661219120025635},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4658421277999878},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.46197760105133057},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4155653119087219},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3888464570045471},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.25458917021751404}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8617686033248901},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.8121695518493652},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.4781114459037781},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4661219120025635},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4658421277999878},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.46197760105133057},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4155653119087219},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3888464570045471},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.25458917021751404}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2023.3327367","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvcg.2023.3327367","pdf_url":"https://ieeexplore.ieee.org/ielx7/2945/4359476/10301695.pdf","source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:37903042","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37903042","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on visualization and computer graphics","raw_type":null}],"best_oa_location":{"id":"doi:10.1109/tvcg.2023.3327367","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvcg.2023.3327367","pdf_url":"https://ieeexplore.ieee.org/ielx7/2945/4359476/10301695.pdf","source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338289","display_name":"Brookhaven National Laboratory","ror":"https://ror.org/02ex6cf31"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388018843.pdf","grobid_xml":"https://content.openalex.org/works/W4388018843.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1961845056","https://openalex.org/W1964757858","https://openalex.org/W1987135115","https://openalex.org/W2007798598","https://openalex.org/W2044102377","https://openalex.org/W2079756993","https://openalex.org/W2113411758","https://openalex.org/W2138199375","https://openalex.org/W2202869242","https://openalex.org/W2404721232","https://openalex.org/W2596218679","https://openalex.org/W2610517421","https://openalex.org/W2735080104","https://openalex.org/W2757656223","https://openalex.org/W2758691787","https://openalex.org/W2784241156","https://openalex.org/W2898671507","https://openalex.org/W2904955348","https://openalex.org/W2911396267","https://openalex.org/W2941232686","https://openalex.org/W2954370766","https://openalex.org/W2963707382","https://openalex.org/W2986595342","https://openalex.org/W3032086959","https://openalex.org/W3088281844","https://openalex.org/W3094507803","https://openalex.org/W3103019052","https://openalex.org/W3118813946","https://openalex.org/W3135708166","https://openalex.org/W3142151604","https://openalex.org/W3143356065","https://openalex.org/W3166061836","https://openalex.org/W4224991060","https://openalex.org/W4226018502","https://openalex.org/W4241716993","https://openalex.org/W4285338239","https://openalex.org/W4288762604","https://openalex.org/W4296563717","https://openalex.org/W4312469091","https://openalex.org/W4324144449","https://openalex.org/W6677534882","https://openalex.org/W6769659608","https://openalex.org/W6843428833"],"related_works":["https://openalex.org/W4225274103","https://openalex.org/W2013728941","https://openalex.org/W2154046714","https://openalex.org/W2579659702","https://openalex.org/W2189613078","https://openalex.org/W1574055964","https://openalex.org/W2923661510","https://openalex.org/W2542318691","https://openalex.org/W2547096368","https://openalex.org/W2586219255"],"abstract_inverted_index":{"Profiling":[0],"data":[1,14,32,41,45,66,82,85,102,108,115,131,173,265,269,284],"by":[2,141,219],"plotting":[3],"distributions":[4,109],"and":[5,21,90,110,126,139,175,185,226],"analyzing":[6],"summary":[7,111],"statistics":[8,112],"is":[9,19,119],"a":[10,69,151,250],"critical":[11],"step":[12],"throughout":[13,83],"analysis.":[15,92],"Currently,":[16],"this":[17],"process":[18,70],"manual":[20,215],"tedious":[22],"since":[23],"analysts":[24,73],"must":[25],"write":[26],"extra":[27],"code":[28,143,177,217],"to":[29,40,57,74,87,99,113,242],"examine":[30],"their":[31,44,81,84,232,264],"after":[33,49],"every":[34],"transformation.":[35],"This":[36],"inefficiency":[37],"may":[38],"lead":[39],"scientists":[42,259],"profiling":[43,67,216],"infrequently,":[46],"rather":[47,213],"than":[48,214],"each":[50],"transformation,":[51],"making":[52],"it":[53,105,118,134,228],"easy":[54],"for":[55,144,275],"them":[56,230],"miss":[58],"important":[59],"errors":[60],"or":[61,199],"insights.":[62],"We":[63,193,247],"propose":[64],"continuous":[65,101],"as":[68,129],"that":[71,164,195,281],"allows":[72],"immediately":[75],"see":[76],"interactive":[77],"visual":[78],"summaries":[79],"of":[80,161,168,206,278],"analysis":[86,138,285],"facilitate":[88,114,176,201],"fast":[89],"thorough":[91],"Our":[93,271],"system,":[94],"AutoProfiler,":[95],"presents":[96],"three":[97],"ways":[98],"support":[100],"profiling:":[103],"(1)":[104],"automatically":[106,128,171],"displays":[107],"comprehension;":[116],"(2)":[117],"live,":[120],"so":[121],"visualizations":[122],"are":[123],"always":[124],"accessible":[125],"update":[127],"the":[130,145,148,186,211,240,276],"updates;":[132],"(3)":[133],"supports":[135],"follow":[136],"up":[137],"documentation":[140],"authoring":[142],"user":[146,152],"in":[147],"notebook.":[149],"In":[150],"study":[153,253],"with":[154,204,236],"16":[155],"participants,":[156],"we":[157],"evaluate":[158],"two":[159],"versions":[160],"our":[162],"system":[163],"integrate":[165],"different":[166],"levels":[167],"automation:":[169],"both":[170,196],"show":[172],"profiles":[174,238],"authoring,":[178],"however,":[179],"one":[180],"version":[181],"updates":[182,188,224],"reactively":[183],"(\"live\")":[184],"other":[187],"only":[189],"on":[190,254],"demand":[191],"(\"dead\").":[192],"find":[194,260],"tools,":[197],"dead":[198],"alive,":[200],"insight":[202],"discovery":[203],"91%":[205],"user-generated":[207],"insights":[208,262],"originating":[209],"from":[210],"tools":[212,280],"written":[218],"users.":[220],"Participants":[221],"found":[222],"live":[223,268],"intuitive":[225],"felt":[227],"helped":[229,257],"verify":[231],"transformations":[233],"while":[234],"those":[235],"on-demand":[237],"liked":[239],"ability":[241],"look":[243],"at":[244],"past":[245],"visualizations.":[246],"also":[248],"present":[249],"longitudinal":[251],"case":[252],"how":[255],"AutoProfiler":[256],"domain":[258],"serendipitous":[261],"about":[263],"through":[266],"automatic,":[267],"profiles.":[270],"results":[272],"have":[273],"implications":[274],"design":[277],"future":[279],"offer":[282],"automated":[283],"support.":[286]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}