{"id":"https://openalex.org/W4246728024","doi":"https://doi.org/10.1201/9780429447273-1","title":"Introduction","display_name":"Introduction","publication_year":2020,"publication_date":"2020-01-30","ids":{"openalex":"https://openalex.org/W4246728024","doi":"https://doi.org/10.1201/9780429447273-1"},"language":"en","primary_location":{"id":"doi:10.1201/9780429447273-1","doi":"https://doi.org/10.1201/9780429447273-1","is_oa":false,"landing_page_url":"https://doi.org/10.1201/9780429447273-1","pdf_url":null,"source":{"id":"https://openalex.org/S4306467597","display_name":"Chapman & Hall/CRC eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320449","host_organization_name":"Informa","host_organization_lineage":["https://openalex.org/P4310320449"],"host_organization_lineage_names":["Informa"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Web-Based Data Visualization with R, plotly, and shiny","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W2991157178","display_name":"Interactive Web-Based Data Visualization with R, plotly, and shiny"},"type":"book-chapter","is_traditional":true,"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/A5067595624","display_name":"Carson Sievert","orcid":"https://orcid.org/0000-0002-4958-2844","observed_orcids":["https://orcid.org/0000-0002-4958-2844"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Carson Sievert","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5067595624"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.7674,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.97664721,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9585000276565552,"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"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9585000276565552,"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/T13398","display_name":"Data Analysis with R","score":0.02449999935925007,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.011599999852478504,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/plotly","display_name":"Plotly","score":0.8259999752044678},{"id":"https://openalex.org/keywords/interactive-computer-graphics","display_name":"interactive graphics","score":0.9779999852180481},{"id":"https://openalex.org/keywords/r-programming","display_name":"R programming language","score":0.6290000081062317},{"id":"https://openalex.org/keywords/data-visualization","display_name":"data visualization","score":0.671999990940094},{"id":"https://openalex.org/keywords/automation","display_name":"automation","score":0.6299999952316284},{"id":"https://openalex.org/keywords/scalability","display_name":"scalability","score":0.3089999854564667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2811114192008972}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1201/9780429447273-1","doi":"https://doi.org/10.1201/9780429447273-1","is_oa":false,"landing_page_url":"https://doi.org/10.1201/9780429447273-1","pdf_url":null,"source":{"id":"https://openalex.org/S4306467597","display_name":"Chapman & Hall/CRC eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320449","host_organization_name":"Informa","host_organization_lineage":["https://openalex.org/P4310320449"],"host_organization_lineage_names":["Informa"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Web-Based Data Visualization with R, plotly, and shiny","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4417475390","https://openalex.org/W4402760823","https://openalex.org/W4389559709","https://openalex.org/W4251750673","https://openalex.org/W7066662021","https://openalex.org/W7203644042","https://openalex.org/W4320002660","https://openalex.org/W3003227788","https://openalex.org/W4383265303","https://openalex.org/W7169496433"],"abstract_inverted_index":{"This":[0,17],"introduction":[1],"presents":[2],"an":[3,84],"overview":[4],"of":[5,14,38,66,124],"the":[6,11,20,39,53,64,98,118],"key":[7],"concepts":[8],"discussed":[9],"in":[10,122],"subsequent":[12],"chapters":[13],"this":[15],"book.":[16],"chapter":[18],"provides":[19],"context":[21],"that":[22,49,75],"we":[23,87],"need":[24],"to":[25,32,52,61,78,89],"go":[26],"beyond":[27],"copying":[28],"existing":[29],"plotly":[30,54],"examples":[31],"having":[33],"a":[34,67,111],"useful":[35],"mental":[36],"model":[37],"underlying":[40],"framework,":[41],"its":[42],"capabilities.":[43],"It":[44],"primarily":[45],"focuses":[46],"on":[47],"features":[48],"are":[50,76],"unique":[51],"package.":[55],"Programming":[56,101],"interactive":[57,102],"graphics":[58,103],"allows":[59],"us":[60],"leverage":[62],"all":[63],"benefits":[65],"code-based":[68],"workflow":[69,125],"while":[70],"also":[71],"helping":[72],"with":[73,80],"tasks":[74],"difficult":[77],"accomplish":[79],"code":[81],"alone.":[82],"For":[83],"example,":[85],"if":[86],"were":[88],"visualize":[90],"engine":[91],"displacement":[92],"versus":[93],"miles":[94],"per":[95],"gallon":[96],"using":[97,110],"mpg":[99],"dataset.":[100],"may":[104],"not":[105],"be":[106],"as":[107,109],"intuitive":[108],"Graphical":[112],"User":[113],"Interface-based":[114],"system,":[115],"but":[116],"making":[117],"investment":[119],"pays":[120],"dividends":[121],"terms":[123],"improvements:":[126],"automation,":[127],"scaling,":[128],"provenance,":[129],"and":[130],"flexibility.":[131]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2022-05-12T00:00:00"}
