{"id":"https://openalex.org/W3117690662","doi":"https://doi.org/10.1177/1473871620980121","title":"Data and visual displays in the <i>Journal of Ecology</i> 1996\u20132016","display_name":"Data and visual displays in the <i>Journal of Ecology</i> 1996\u20132016","publication_year":2020,"publication_date":"2020-12-18","ids":{"openalex":"https://openalex.org/W3117690662","doi":"https://doi.org/10.1177/1473871620980121","mag":"3117690662"},"language":"en","primary_location":{"id":"doi:10.1177/1473871620980121","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1473871620980121","pdf_url":null,"source":{"id":"https://openalex.org/S55152591","display_name":"Information Visualization","issn_l":"1473-8716","issn":["1473-8716","1473-8724"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Visualization","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073967975","display_name":"Alon Friedman","orcid":"https://orcid.org/0000-0003-2621-0906"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Alon Friedman","raw_affiliation_strings":["University of South Florida, USA"],"raw_orcid":"https://orcid.org/0000-0003-2621-0906","affiliations":[{"raw_affiliation_string":"University of South Florida, USA","institution_ids":["https://openalex.org/I2613432"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5073967975"],"corresponding_institution_ids":["https://openalex.org/I2613432"],"apc_list":null,"apc_paid":null,"fwci":0.0981,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.43736235,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"20","issue":"1","first_page":"35","last_page":"46"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9991999864578247,"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":0.9991999864578247,"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/T10895","display_name":"Species Distribution and Climate Change","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13398","display_name":"Data Analysis with R","score":0.9776999950408936,"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":0.7253293395042419},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6077272891998291},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6030030250549316},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.5895728468894958},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5441937446594238},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47237852215766907},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.47237709164619446},{"id":"https://openalex.org/keywords/bar-chart","display_name":"Bar chart","score":0.4692245423793793},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4689245820045471},{"id":"https://openalex.org/keywords/data-type","display_name":"Data type","score":0.44613224267959595},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4444960057735443},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3116418421268463},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18587082624435425}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7253293395042419},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6077272891998291},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6030030250549316},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.5895728468894958},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5441937446594238},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47237852215766907},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.47237709164619446},{"id":"https://openalex.org/C61122496","wikidata":"https://www.wikidata.org/wiki/Q1124595","display_name":"Bar chart","level":2,"score":0.4692245423793793},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4689245820045471},{"id":"https://openalex.org/C138958017","wikidata":"https://www.wikidata.org/wiki/Q190087","display_name":"Data type","level":2,"score":0.44613224267959595},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4444960057735443},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3116418421268463},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18587082624435425},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1177/1473871620980121","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1473871620980121","pdf_url":null,"source":{"id":"https://openalex.org/S55152591","display_name":"Information Visualization","issn_l":"1473-8716","issn":["1473-8716","1473-8724"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Visualization","raw_type":"journal-article"},{"id":"pmh:oai:digitalcommons.usf.edu:si_facpub-1625","is_oa":false,"landing_page_url":"https://digitalcommons.usf.edu/si_facpub/621","pdf_url":null,"source":{"id":"https://openalex.org/S4377196272","display_name":"Digital Commons - University of South Florida (University of South Florida)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2613432","host_organization_name":"University of South Florida","host_organization_lineage":["https://openalex.org/I2613432"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"School of Information Faculty Publications","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W110261987","https://openalex.org/W619563084","https://openalex.org/W1489326049","https://openalex.org/W1489838709","https://openalex.org/W1496523069","https://openalex.org/W1537972818","https://openalex.org/W1538186073","https://openalex.org/W1547094963","https://openalex.org/W1550192554","https://openalex.org/W1568669012","https://openalex.org/W1597561973","https://openalex.org/W1696316171","https://openalex.org/W1945258116","https://openalex.org/W1967253999","https://openalex.org/W1990100773","https://openalex.org/W1992512059","https://openalex.org/W2012487898","https://openalex.org/W2014949083","https://openalex.org/W2017756939","https://openalex.org/W2039272248","https://openalex.org/W2044611540","https://openalex.org/W2051366004","https://openalex.org/W2055609675","https://openalex.org/W2055740081","https://openalex.org/W2061622313","https://openalex.org/W2064236037","https://openalex.org/W2069204344","https://openalex.org/W2079201812","https://openalex.org/W2081413608","https://openalex.org/W2112678723","https://openalex.org/W2125115272","https://openalex.org/W2135577168","https://openalex.org/W2143726938","https://openalex.org/W2149209973","https://openalex.org/W2151999345","https://openalex.org/W2153632995","https://openalex.org/W2169190053","https://openalex.org/W2172776214","https://openalex.org/W2234058859","https://openalex.org/W2428096022","https://openalex.org/W2508260946","https://openalex.org/W2559226647","https://openalex.org/W2613018086","https://openalex.org/W2619202610","https://openalex.org/W2791199946","https://openalex.org/W2999905431","https://openalex.org/W3001659371","https://openalex.org/W3003539341","https://openalex.org/W3035247005","https://openalex.org/W3037105282","https://openalex.org/W3041562766","https://openalex.org/W3120838350","https://openalex.org/W4211076863","https://openalex.org/W4231371247","https://openalex.org/W4238591974","https://openalex.org/W4240065404","https://openalex.org/W4254607142","https://openalex.org/W4292408067","https://openalex.org/W4298380396"],"related_works":["https://openalex.org/W4296143854","https://openalex.org/W2054901814","https://openalex.org/W1706249794","https://openalex.org/W2163328609","https://openalex.org/W829232766","https://openalex.org/W2185424816","https://openalex.org/W4205506733","https://openalex.org/W654316846","https://openalex.org/W3161116921","https://openalex.org/W2830780160"],"abstract_inverted_index":{"Scholars":[0],"in":[1,7,13,53,62,88,107,191,221,282,289],"scientific":[2,64,290],"disciplines":[3],"face":[4],"unique":[5],"challenges":[6],"the":[8,36,49,57,78,81,90,98,108,136,158,171,182,192,196,219,222,229,257,266,284],"creation":[9,37],"of":[10,38,51,59,71,83,110,135,147,162,165,181,195,203,218,286],"visualizations,":[11],"especially":[12],"publications":[14],"that":[15,95,238,273],"require":[16],"insights":[17],"derived":[18],"from":[19],"analyses":[20],"to":[21,47,116],"be":[22,173,226],"visually":[23],"displayed.":[24],"The":[25,199],"literature":[26],"on":[27,104],"visualizations":[28,52,184,287],"describes":[29],"different":[30],"techniques":[31,42],"and":[32,86,114,124,141,167,208,241,276],"best":[33,150],"practices":[34],"for":[35,149,256],"graphs.":[39,215],"However,":[40],"these":[41],"have":[43],"not":[44],"been":[45],"used":[46],"evaluate":[48],"impact":[50],"academic":[54],"publications.":[55],"In":[56],"field":[58],"ecology,":[60],"as":[61],"other":[63],"fields,":[65],"graphs":[66],"are":[67,279],"an":[68,176],"essential":[69],"part":[70,194],"journal":[72],"articles.":[73],"Little":[74],"is":[75],"known":[76],"about":[77,157],"connections":[79,119],"between":[80,112,120,139,160,265],"kind":[82],"data":[84,121,204,239,274],"presented":[85],"domain":[87,164,230,242,277],"which":[89],"researchers":[91],"conducted":[92],"their":[93],"study":[94,102,129,197,270],"together":[96],"produces":[97],"visual":[99,168],"graphics.":[100],"This":[101,269],"focused":[103],"articles":[105,220],"published":[106,138],"Journal":[109],"Ecology":[111],"1996":[113,140],"2016":[115,142],"explore":[117],"possible":[118],"type,":[122],"domain,":[123],"visualization":[125],"type.":[126],"Specifically,":[127],"this":[128],"asked":[130],"three":[131],"questions:":[132],"How":[133],"many":[134],"graphics":[137],"follow":[143],"a":[144],"particular":[145],"set":[146],"recommendations":[148],"practices?":[151],"What":[152],"can":[153],"Pearson":[154,234],"correlations":[155],"reveal":[156],"relationships":[159],"type":[161,202,231,240,243,275,285],"data,":[163],"study,":[166],"displays?":[169],"Can":[170],"findings":[172],"examined":[174],"through":[175],"inter-reliability":[177],"test":[178,259],"lens?":[179],"Out":[180],"20,080":[183],"assessed,":[185],"54%":[186],"included":[187],"unnecessary":[188],"graphical":[189],"elements":[190],"early":[193],"(1996\u20132010).":[198],"most":[200],"common":[201],"was":[205,210,244,260],"univariate":[206],"(35%)":[207],"it":[209],"often":[211],"displayed":[212],"using":[213],"line":[214],"Twenty-one":[216],"percent":[217],"period":[223],"studied":[224],"could":[225],"categorized":[227],"under":[228],"\u201csingle":[232],"species.\u201d":[233],"correlation":[235],"analysis":[236],"showed":[237],"positively":[245],"correlated":[246],"(":[247],"r":[248],"=":[249],"0.08;":[250],"p":[251],"\u2264":[252],"0.05).":[253],"Cohen\u2019s":[254],"kappa":[255],"reliability":[258],"0.86,":[261],"suggesting":[262],"good":[263],"agreement":[264],"two":[267],"categories.":[268],"provides":[271],"evidence":[272],"types":[278],"equally":[280],"important":[281],"determining":[283],"found":[288],"journals.":[291]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2021-01-05T00:00:00"}