{"id":"https://openalex.org/W4389961865","doi":"https://doi.org/10.2139/ssrn.4666906","title":"Data Science with Python","display_name":"Data Science with Python","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4389961865","doi":"https://doi.org/10.2139/ssrn.4666906"},"language":"en","primary_location":{"id":"doi:10.2139/ssrn.4666906","doi":"https://doi.org/10.2139/ssrn.4666906","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.4666906","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.4666906","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093535102","display_name":"Prajwal Ramse","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Prajwal Ramse","raw_affiliation_strings":["Nutan College of Engineering and Research, Talegaon Dhabade","Nutan College of Engineering and Research, Talegaon Dhabade, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nutan College of Engineering and Research, Talegaon Dhabade","institution_ids":[]},{"raw_affiliation_string":"Nutan College of Engineering and Research, Talegaon Dhabade, Pune, India","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Digvijay Patil","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Digvijay Patil","raw_affiliation_strings":["Nutan College of Engineering and Research, Talegaon Dhabade","Nutan College of Engineering and Research, Talegaon Dhabade, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nutan College of Engineering and Research, Talegaon Dhabade","institution_ids":[]},{"raw_affiliation_string":"Nutan College of Engineering and Research, Talegaon Dhabade, Pune, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"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/T14280","display_name":"Big Data Technologies and Applications","score":0.45239999890327454,"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"}},"topics":[{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.45239999890327454,"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":0.2939000129699707,"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"}},{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.054999999701976776,"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/data-science","display_name":"data science","score":0.9929999709129333},{"id":"https://openalex.org/keywords/python","display_name":"Python","score":0.8830000162124634},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.8059999942779541},{"id":"https://openalex.org/keywords/data-mining","display_name":"data mining","score":1.0},{"id":"https://openalex.org/keywords/data-cleaning","display_name":"data cleaning","score":0.7300000190734863},{"id":"https://openalex.org/keywords/data-transformation","display_name":"data transformation","score":0.5709999799728394},{"id":"https://openalex.org/keywords/data-warehousing","display_name":"data warehousing","score":0.6069999933242798},{"id":"https://openalex.org/keywords/pattern-extraction","display_name":"pattern extraction","score":0.4749999940395355},{"id":"https://openalex.org/keywords/decision-making","display_name":"decision-making","score":0.753000020980835},{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.6830000281333923},{"id":"https://openalex.org/keywords/project-management","display_name":"project management","score":0.5619999766349792}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.673391580581665},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4529536962509155},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3648383617401123},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3417642116546631}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2139/ssrn.4666906","doi":"https://doi.org/10.2139/ssrn.4666906","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.4666906","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.4666906","doi":"https://doi.org/10.2139/ssrn.4666906","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.4666906","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"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/W2975624457","https://openalex.org/W4388528112","https://openalex.org/W2905377465","https://openalex.org/W2901659722","https://openalex.org/W2992304818","https://openalex.org/W4411439844","https://openalex.org/W4399210074","https://openalex.org/W3088445226","https://openalex.org/W2897525443","https://openalex.org/W3092337507"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2023-12-20T00:00:00"}