{"id":"https://openalex.org/W2994748142","doi":null,"title":"Data Cleaning and Wrangling Script","display_name":"Data Cleaning and Wrangling Script","publication_year":2018,"publication_date":"2018-12-27","ids":{"openalex":"https://openalex.org/W2994748142","mag":"2994748142"},"language":"en","primary_location":{"id":"mag:2994748142","doi":null,"is_oa":false,"landing_page_url":"https://osf.io/wtpve/#!","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"preprint","indexed_in":[],"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/A5066117269","display_name":"Hannah Moshontz","orcid":"https://orcid.org/0000-0003-4345-3715","observed_orcids":["https://orcid.org/0000-0003-4345-3715"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hannah Moshontz","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-4345-3715","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063539386","display_name":"Heidi A. Vuletich","orcid":"https://orcid.org/0000-0002-8614-4333","observed_orcids":["https://orcid.org/0000-0002-8614-4333"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Heidi A. Vuletich","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-8614-4333","affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Keith B. Payne","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Keith B. Payne","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5084715114","display_name":"Elizabeth J. Marsh","orcid":"https://orcid.org/0000-0003-0456-9547","observed_orcids":["https://orcid.org/0000-0003-0456-9547"]},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elizabeth J. Marsh","raw_affiliation_strings":["Duke University#TAB#"],"raw_orcid":"https://orcid.org/0000-0003-0456-9547","affiliations":[{"raw_affiliation_string":"Duke University#TAB#","institution_ids":["https://openalex.org/I170897317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"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/T11719","display_name":"Data Quality and Management","score":0.9541000127792358,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T11719","display_name":"Data Quality and Management","score":0.9541000127792358,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T11937","display_name":"Research Data Management Practices","score":0.01080000028014183,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.0017999999690800905,"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/data-cleaning","display_name":"data cleaning","score":0.9919999837875366},{"id":"https://openalex.org/keywords/data-wrangling","display_name":"data wrangling","score":0.9990000128746033}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5293900370597839}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2994748142","doi":null,"is_oa":false,"landing_page_url":"https://osf.io/wtpve/#!","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"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/W3167012153","https://openalex.org/W3005417741","https://openalex.org/W6903691841","https://openalex.org/W3110570263","https://openalex.org/W6887707131","https://openalex.org/W6903684626","https://openalex.org/W6906431665","https://openalex.org/W2963518437","https://openalex.org/W3175142460","https://openalex.org/W2996866814"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2019-12-26T00:00:00"}
