{"id":"https://openalex.org/W2964128243","doi":null,"title":"Data Science using R Programming","display_name":"Data Science using R Programming","publication_year":2019,"publication_date":"2019-04-05","ids":{"openalex":"https://openalex.org/W2964128243","mag":"2964128243"},"language":"en","primary_location":{"id":"mag:2964128243","doi":null,"is_oa":false,"landing_page_url":"https://www.knigozal.com/store/gb/book/data-science-using-r-programming/isbn/978-613-9-47593-3","pdf_url":null,"source":{"id":"https://openalex.org/S4306474680","display_name":"LAP LAMBERT Academic Publishing eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"ebook platform"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"LAP LAMBERT Academic Publishing eBooks","raw_type":null},"volume":null,"type":"book","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Bhanu Prakash Kolla","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bhanu Prakash Kolla","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5074494312","display_name":"S.S. Reddy Lakkam","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S.S. Reddy Lakkam","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13398","display_name":"Data Analysis with R","score":0.9448000192642212,"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":0.9448000192642212,"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/T14280","display_name":"Big Data Technologies and Applications","score":0.03240000084042549,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.006599999964237213,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/data-science","display_name":"data science","score":0.9919999837875366},{"id":"https://openalex.org/keywords/r-programming","display_name":"R programming language","score":0.949999988079071},{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.8259999752044678},{"id":"https://openalex.org/keywords/data-driven-decision-making","display_name":"data-driven decision making","score":0.8970000147819519},{"id":"https://openalex.org/keywords/data-scientists","display_name":"data scientists","score":0.8610000014305115},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.847000002861023},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"statistical analysis","score":0.8379999995231628},{"id":"https://openalex.org/keywords/data-manipulation","display_name":"data manipulation","score":0.3869999945163727},{"id":"https://openalex.org/keywords/recommender-systems","display_name":"recommender systems","score":0.7680000066757202},{"id":"https://openalex.org/keywords/lead-scoring","display_name":"lead scoring","score":0.9070000052452087}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6990690231323242},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6630570888519287},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6378718614578247},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6171566843986511},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.41212621331214905},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23728948831558228},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10687011480331421},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2964128243","doi":null,"is_oa":false,"landing_page_url":"https://www.knigozal.com/store/gb/book/data-science-using-r-programming/isbn/978-613-9-47593-3","pdf_url":null,"source":{"id":"https://openalex.org/S4306474680","display_name":"LAP LAMBERT Academic Publishing eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"ebook platform"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"LAP LAMBERT Academic Publishing eBooks","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W6968041826","https://openalex.org/W6949383349","https://openalex.org/W4211033342","https://openalex.org/W6967767380","https://openalex.org/W4210352944","https://openalex.org/W4249993806","https://openalex.org/W4409449142","https://openalex.org/W4412305003","https://openalex.org/W7205314599","https://openalex.org/W2895901009"],"abstract_inverted_index":{"Data":[0,7,20,71,92],"science":[1],"is":[2],"a":[3],"field":[4],"of":[5,17,28,42],"Big":[6],"geared":[8],"toward":[9],"providing":[10],"meaningful":[11],"information":[12],"based":[13],"on":[14],"large":[15,89],"amounts":[16],"complex":[18],"data.":[19],"science,":[21,24],"or":[22,102,111],"data-driven":[23],"combines":[25],"different":[26],"fields":[27],"work":[29],"in":[30,34,79],"statistics":[31],"and":[32,50,83,136],"computation":[33],"order":[35],"to":[36,53,56,59,75,87,124],"interpret":[37],"data":[38,67,90],"for":[39],"the":[40,105],"purpose":[41],"decision":[43],"making.":[44],"Virtually":[45],"every":[46],"organization":[47],"has":[48],"it":[49,58],"most":[51],"want":[52],"find":[54],"ways":[55],"use":[57,76],"help":[60],"them":[61],"grow":[62],"their":[63,77],"business.":[64],"That's":[65],"where":[66],"scientists":[68,72],"come":[69],"in.":[70],"know":[73],"how":[74],"skills":[78],"math,":[80],"statistics,":[81],"programming,":[82],"other":[84],"related":[85],"subjects":[86],"organize":[88],"sets.":[91],"scientist":[93],"duties":[94],"typically":[95],"include":[96],"creating":[97],"various":[98],"machine":[99],"learning-based":[100],"tools":[101],"processes":[103],"within":[104,117],"company,":[106],"such":[107],"as":[108],"recommendation":[109],"engines":[110],"automated":[112],"lead":[113],"scoring":[114],"systems.":[115],"People":[116],"this":[118],"role":[119],"should":[120],"also":[121],"be":[122],"able":[123],"perform":[125],"statistical":[126],"analysis.":[127],"Our":[128],"present":[129],"book":[130],"covers":[131],"all":[132],"these":[133],"fundamental":[134],"concepts":[135],"practical":[137],"implementation":[138],"using":[139],"R":[140],"programming.":[141]},"counts_by_year":[],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2019-07-30T00:00:00"}
