{"id":"https://openalex.org/W3201818199","doi":"https://doi.org/10.1042/bio_2021_174","title":"Data visualization with the programming language R","display_name":"Data visualization with the programming language R","publication_year":2021,"publication_date":"2021-09-30","ids":{"openalex":"https://openalex.org/W3201818199","doi":"https://doi.org/10.1042/bio_2021_174","mag":"3201818199"},"language":"en","primary_location":{"id":"doi:10.1042/bio_2021_174","doi":"https://doi.org/10.1042/bio_2021_174","is_oa":true,"landing_page_url":"https://doi.org/10.1042/bio_2021_174","pdf_url":"https://portlandpress.com/biochemist/article-pdf/43/5/8/922576/bio_2021_174.pdf","source":{"id":"https://openalex.org/S4210185094","display_name":"The Biochemist","issn_l":"0954-982X","issn":["0954-982X","1740-1194"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310311608","host_organization_name":"Portland Press","host_organization_lineage":["https://openalex.org/P4310311608","https://openalex.org/P4310311715"],"host_organization_lineage_names":["Portland Press","Biochemical Society"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Biochemist","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://portlandpress.com/biochemist/article-pdf/43/5/8/922576/bio_2021_174.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102786800","display_name":"Paul Brennan","orcid":"https://orcid.org/0000-0001-8792-0499","observed_orcids":["https://orcid.org/0000-0001-8792-0499"]},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Paul Brennan","raw_affiliation_strings":["Cardiff University, UK"],"raw_orcid":"https://orcid.org/0000-0001-8792-0499","affiliations":[{"raw_affiliation_string":"Cardiff University, UK","institution_ids":["https://openalex.org/I79510175"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5102786800"],"corresponding_institution_ids":["https://openalex.org/I79510175"],"apc_list":null,"apc_paid":null,"fwci":0.3221,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.54887575,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"43","issue":"5","first_page":"8","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13398","display_name":"Data Analysis with R","score":0.9702000021934509,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13398","display_name":"Data Analysis with R","score":0.9702000021934509,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.008799999952316284,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.00570000009611249,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/data-visualization","display_name":"data visualization","score":0.9350000023841858},{"id":"https://openalex.org/keywords/r-programming","display_name":"R programming language","score":0.9900000095367432},{"id":"https://openalex.org/keywords/reproducible-analysis","display_name":"reproducible analysis","score":0.8180000185966492},{"id":"https://openalex.org/keywords/programming-skills","display_name":"programming skills","score":0.7580000162124634},{"id":"https://openalex.org/keywords/r-community","display_name":"R community","score":0.6710000038146973},{"id":"https://openalex.org/keywords/data-science-careers","display_name":"data science careers","score":0.3840000033378601}],"concepts":[{"id":"https://openalex.org/C544833334","wikidata":"https://www.wikidata.org/wiki/Q2005","display_name":"JavaScript","level":2,"score":0.721677303314209},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6925749778747559},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6620572805404663},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6455994248390198},{"id":"https://openalex.org/C18701968","wikidata":"https://www.wikidata.org/wiki/Q2670534","display_name":"Programming language theory","level":4,"score":0.41393494606018066},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3906395137310028},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.34677091240882874},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3465728759765625},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.30664849281311035},{"id":"https://openalex.org/C50033165","wikidata":"https://www.wikidata.org/wiki/Q15712089","display_name":"Inductive programming","level":3,"score":0.269010454416275},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19738656282424927}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1042/bio_2021_174","doi":"https://doi.org/10.1042/bio_2021_174","is_oa":true,"landing_page_url":"https://doi.org/10.1042/bio_2021_174","pdf_url":"https://portlandpress.com/biochemist/article-pdf/43/5/8/922576/bio_2021_174.pdf","source":{"id":"https://openalex.org/S4210185094","display_name":"The Biochemist","issn_l":"0954-982X","issn":["0954-982X","1740-1194"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310311608","host_organization_name":"Portland Press","host_organization_lineage":["https://openalex.org/P4310311608","https://openalex.org/P4310311715"],"host_organization_lineage_names":["Portland Press","Biochemical Society"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Biochemist","raw_type":"journal-article"},{"id":"pmh:oai:https://orca.cardiff.ac.uk:145137","doi":null,"is_oa":false,"landing_page_url":"https://orca.cardiff.ac.uk/id/eprint/145137/1/bio_2021_174.pdf","pdf_url":"https://orca.cardiff.ac.uk/id/eprint/145137/1/bio_2021_174.pdf","source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1042/bio_2021_174","doi":"https://doi.org/10.1042/bio_2021_174","is_oa":true,"landing_page_url":"https://doi.org/10.1042/bio_2021_174","pdf_url":"https://portlandpress.com/biochemist/article-pdf/43/5/8/922576/bio_2021_174.pdf","source":{"id":"https://openalex.org/S4210185094","display_name":"The Biochemist","issn_l":"0954-982X","issn":["0954-982X","1740-1194"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310311608","host_organization_name":"Portland Press","host_organization_lineage":["https://openalex.org/P4310311608","https://openalex.org/P4310311715"],"host_organization_lineage_names":["Portland Press","Biochemical Society"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Biochemist","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality education","score":0.5,"id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3201818199.pdf","grobid_xml":"https://content.openalex.org/works/W3201818199.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3168009298","https://openalex.org/W2503883167","https://openalex.org/W2042464370","https://openalex.org/W2902638207","https://openalex.org/W7043225901","https://openalex.org/W4247770931","https://openalex.org/W3200134028","https://openalex.org/W4210352944","https://openalex.org/W4381199521","https://openalex.org/W7125101061"],"abstract_inverted_index":{"Data":[0],"visualization":[1,27],"is":[2,37,46,89],"an":[3],"extremely":[4],"valuable":[5],"skill":[6,92],"in":[7,83,93],"science,":[8],"finance":[9],"and":[10,20,49,58,79,84,97],"journalism.":[11],"Learning":[12],"to":[13],"program":[14],"will":[15,21,75],"help":[16],"reproducible":[17],"data":[18,60],"analysis":[19],"increase":[22],"the":[23],"different":[24],"types":[25],"of":[26,64,86],"that":[28],"can":[29],"be":[30],"generated.":[31],"The":[32,43],"statistical":[33],"programming":[34,41,68],"language":[35,69],"R":[36,44,65],"a":[38,90],"very":[39,50],"useful":[40,91],"language.":[42],"community":[45],"friendly,":[47],"supportive":[48],"diverse":[51],"including":[52],"students,":[53],"academics,":[54],"health":[55],"scientists,":[56],"journalists":[57],"professional":[59],"scientists.":[61],"An":[62],"experience":[63],"or":[66,73],"another":[67],"such":[70],"as":[71],"Python":[72],"JavaScript":[74],"improve":[76],"your":[77,80],"science":[78],"employment":[81],"opportunities":[82],"outside":[85],"research.":[87],"Programming":[88],"education,":[94],"finance,":[95],"journalism":[96],"other":[98],"areas":[99],"too.":[100]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-10-07T09:51:55.459714","created_date":"2021-10-11T00:00:00"}