{"id":"https://openalex.org/W4385448002","doi":"https://doi.org/10.22441/ijimeam.v4i3.19439","title":"THE IMPLEMENTATION OF PANDAS PROFILING AS A TOOL FOR ANALYZING MECHANICAL PROPERTIES DATA OF NICKEL-BASED SUPERALLOYS BASED ON ALLOY CHEMICAL COMPOSITION","display_name":"THE IMPLEMENTATION OF PANDAS PROFILING AS A TOOL FOR ANALYZING MECHANICAL PROPERTIES DATA OF NICKEL-BASED SUPERALLOYS BASED ON ALLOY CHEMICAL COMPOSITION","publication_year":2023,"publication_date":"2023-05-31","ids":{"openalex":"https://openalex.org/W4385448002","doi":"https://doi.org/10.22441/ijimeam.v4i3.19439"},"language":"en","primary_location":{"id":"doi:10.22441/ijimeam.v4i3.19439","doi":"https://doi.org/10.22441/ijimeam.v4i3.19439","is_oa":true,"landing_page_url":"https://doi.org/10.22441/ijimeam.v4i3.19439","pdf_url":"https://publikasi.mercubuana.ac.id/index.php/ijimeam/article/download/19439/pdf","source":{"id":"https://openalex.org/S4210174607","display_name":"International Journal of Innovation in Mechanical Engineering and Advanced Materials","issn_l":"2477-541X","issn":["2477-541X","2477-5428"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310314960","host_organization_name":"Mercu Buana University","host_organization_lineage":["https://openalex.org/P4310314960"],"host_organization_lineage_names":["Mercu Buana University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Innovation in Mechanical Engineering and Advanced Materials","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://publikasi.mercubuana.ac.id/index.php/ijimeam/article/download/19439/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052083246","display_name":"Desmarita Leni","orcid":"https://orcid.org/0000-0003-1364-0050","observed_orcids":["https://orcid.org/0000-0003-1364-0050"]},"institutions":[{"id":"https://openalex.org/I4210118993","display_name":"Universitas Muhammadiyah Sumatera Barat","ror":"https://ror.org/030vbff53","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210118993"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Desmarita Leni","raw_affiliation_strings":["Universitas Muhammadiyah Sumatera Barat"],"raw_orcid":"https://orcid.org/0000-0003-1364-0050","affiliations":[{"raw_affiliation_string":"Universitas Muhammadiyah Sumatera Barat","institution_ids":["https://openalex.org/I4210118993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072335410","display_name":"Yuda Perdana Kusuma","orcid":"https://orcid.org/0009-0005-0789-8479","observed_orcids":["https://orcid.org/0009-0005-0789-8479"]},"institutions":[{"id":"https://openalex.org/I55892964","display_name":"Andalas University","ror":"https://ror.org/04ded0672","country_code":"ID","type":"education","lineage":["https://openalex.org/I55892964"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Yuda Perdana Kusuma","raw_affiliation_strings":["Universitas Andalas"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Andalas","institution_ids":["https://openalex.org/I55892964"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035444180","display_name":"Muchlisinalahuddin Muchlisinalahuddin","orcid":"https://orcid.org/0009-0007-6621-6161","observed_orcids":["https://orcid.org/0009-0007-6621-6161"]},"institutions":[{"id":"https://openalex.org/I4210118993","display_name":"Universitas Muhammadiyah Sumatera Barat","ror":"https://ror.org/030vbff53","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210118993"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Muchlisinalahuddin Muchlisinalahuddin","raw_affiliation_strings":["Universitas Muhammadiyah Sumatera Barat"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Muhammadiyah Sumatera Barat","institution_ids":["https://openalex.org/I4210118993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034028266","display_name":"Ruzita Sumiati","orcid":"https://orcid.org/0000-0003-4659-0029","observed_orcids":["https://orcid.org/0000-0003-4659-0029"]},"institutions":[{"id":"https://openalex.org/I4405276578","display_name":"Politeknik Negeri Padang","ror":"https://ror.org/05q5nyc68","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405276578"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ruzita Sumiati","raw_affiliation_strings":["Politeknik Negeri Padang"],"raw_orcid":"https://orcid.org/0000-0003-4659-0029","affiliations":[{"raw_affiliation_string":"Politeknik Negeri Padang","institution_ids":["https://openalex.org/I4405276578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014788849","display_name":"Hendri Candra Mayana","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405276578","display_name":"Politeknik Negeri Padang","ror":"https://ror.org/05q5nyc68","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405276578"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Hendri Candra Mayana","raw_affiliation_strings":["Politeknik Negeri Padang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politeknik Negeri Padang","institution_ids":["https://openalex.org/I4405276578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1477,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.29293495,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"4","issue":"3","first_page":"86","last_page":"86"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.8490999937057495,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.8490999937057495,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10840","display_name":"High Temperature Alloys and Creep","score":0.10509999841451645,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.018400000408291817,"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/nickel-based-superalloy","display_name":"nickel-based superalloy","score":0.9940000176429749},{"id":"https://openalex.org/keywords/mechanical-properties","display_name":"mechanical properties","score":0.6830000281333923},{"id":"https://openalex.org/keywords/alloy-composition","display_name":"alloy composition","score":0.921999990940094},{"id":"https://openalex.org/keywords/tensile-properties","display_name":"tensile properties","score":0.6660000085830688},{"id":"https://openalex.org/keywords/yield-strength","display_name":"yield strength","score":0.996999979019165},{"id":"https://openalex.org/keywords/tensile-strength","display_name":"tensile strength","score":1.0},{"id":"https://openalex.org/keywords/elongation","display_name":"elongation","score":0.9980000257492065},{"id":"https://openalex.org/keywords/exploratory-data-analysis","display_name":"exploratory data analysis","score":0.9750000238418579},{"id":"https://openalex.org/keywords/correlation-analysis","display_name":"correlation analysis","score":0.5180000066757202},{"id":"https://openalex.org/keywords/missing-data","display_name":"missing data","score":0.5699999928474426}],"concepts":[{"id":"https://openalex.org/C504678139","wikidata":"https://www.wikidata.org/wiki/Q722","display_name":"Vanadium","level":2,"score":0.7397341132164001},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.7343736886978149},{"id":"https://openalex.org/C112950240","wikidata":"https://www.wikidata.org/wiki/Q76005","display_name":"Ultimate tensile strength","level":2,"score":0.7081753015518188},{"id":"https://openalex.org/C207055975","wikidata":"https://www.wikidata.org/wiki/Q637345","display_name":"Superalloy","level":3,"score":0.6949688196182251},{"id":"https://openalex.org/C504270822","wikidata":"https://www.wikidata.org/wiki/Q744","display_name":"Nickel","level":2,"score":0.61637943983078},{"id":"https://openalex.org/C2780026712","wikidata":"https://www.wikidata.org/wiki/Q37756","display_name":"Alloy","level":2,"score":0.5753074884414673},{"id":"https://openalex.org/C515602321","wikidata":"https://www.wikidata.org/wiki/Q740","display_name":"Cobalt","level":2,"score":0.554189145565033},{"id":"https://openalex.org/C506065880","wikidata":"https://www.wikidata.org/wiki/Q716","display_name":"Titanium","level":2,"score":0.5391021966934204},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.5287724733352661}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.22441/ijimeam.v4i3.19439","doi":"https://doi.org/10.22441/ijimeam.v4i3.19439","is_oa":true,"landing_page_url":"https://doi.org/10.22441/ijimeam.v4i3.19439","pdf_url":"https://publikasi.mercubuana.ac.id/index.php/ijimeam/article/download/19439/pdf","source":{"id":"https://openalex.org/S4210174607","display_name":"International Journal of Innovation in Mechanical Engineering and Advanced Materials","issn_l":"2477-541X","issn":["2477-541X","2477-5428"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310314960","host_organization_name":"Mercu Buana University","host_organization_lineage":["https://openalex.org/P4310314960"],"host_organization_lineage_names":["Mercu Buana University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Innovation in Mechanical Engineering and Advanced Materials","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.22441/ijimeam.v4i3.19439","doi":"https://doi.org/10.22441/ijimeam.v4i3.19439","is_oa":true,"landing_page_url":"https://doi.org/10.22441/ijimeam.v4i3.19439","pdf_url":"https://publikasi.mercubuana.ac.id/index.php/ijimeam/article/download/19439/pdf","source":{"id":"https://openalex.org/S4210174607","display_name":"International Journal of Innovation in Mechanical Engineering and Advanced Materials","issn_l":"2477-541X","issn":["2477-541X","2477-5428"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310314960","host_organization_name":"Mercu Buana University","host_organization_lineage":["https://openalex.org/P4310314960"],"host_organization_lineage_names":["Mercu Buana University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Innovation in Mechanical Engineering and Advanced Materials","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385448002.pdf","grobid_xml":"https://content.openalex.org/works/W4385448002.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W2008435427","https://openalex.org/W2068258375","https://openalex.org/W2077156678","https://openalex.org/W2411568783","https://openalex.org/W2512453320","https://openalex.org/W2804431384","https://openalex.org/W2972418846","https://openalex.org/W3128135812","https://openalex.org/W7067773730"],"related_works":["https://openalex.org/W7223088594","https://openalex.org/W7155682036","https://openalex.org/W4311816480","https://openalex.org/W2051278091","https://openalex.org/W3168402065","https://openalex.org/W4403739013","https://openalex.org/W3165567620","https://openalex.org/W4254731853","https://openalex.org/W2991491061","https://openalex.org/W4311924814"],"abstract_inverted_index":{"The":[0,102,148],"purpose":[1],"of":[2,11,30,46,115,128,250,253],"this":[3,39,106],"study":[4,107],"is":[5],"to":[6,246],"evaluate":[7],"the":[8,21,28,31,109,113,116,125,236,248],"mechanical":[9,89,251],"properties":[10,90,252],"nickel-based":[12,47,175,202,254],"superalloys":[13,48,176,203,255],"with":[14,27,54,112,159,164,182,194,211],"variations":[15],"in":[16,105,174,201,227],"alloy":[17,55],"chemical":[18,56],"compositions":[19,57],"using":[20],"Exploratory":[22],"Data":[23],"Analysis":[24],"(EDA)":[25],"method":[26,111],"assistance":[29,114],"pandas":[32,117,237],"profiling":[33,118,238],"library":[34,119,239],"on":[35,120,134,263],"Google":[36,121],"Colab.":[37],"In":[38],"study,":[40],"data":[41,139,223,249,264,266],"from":[42],"312":[43],"tensile":[44,96,212],"tests":[45],"were":[49,230],"used":[50,104,242],"as":[51,86,88,92,138,243],"research":[52],"samples,":[53],"including":[58],"carbon":[59,186],"(C),":[60],"manganese":[61],"(Mn),":[62],"silicon":[63],"(Si),":[64],"chromium":[65],"(Cr),":[66],"nickel":[67,165],"(Ni),":[68],"molybdenum":[69],"(Mo),":[70],"vanadium":[71,167,198],"(V),":[72],"nitrogen":[73],"(N),":[74],"niobium":[75],"(Nb),":[76],"cobalt":[77,170,189],"(Co),":[78],"tungsten":[79],"(W),":[80],"aluminum":[81],"(Al),":[82],"and":[83,99,145,169,188,191,197,207,215,224,257,259,268],"titanium":[84,160,195],"(Ti),":[85],"well":[87],"such":[91,137],"yield":[93,152,183,216],"strength":[94,97,153,173,184,213,217],"(YS),":[95],"(TS),":[98],"elongation":[100],"(EL).":[101],"methodology":[103],"was":[108],"EDA":[110],"Colab,":[122],"which":[123],"enables":[124],"automatic":[126],"creation":[127],"a":[129,155,178,205,244],"dataset":[130],"report,":[131],"presenting":[132],"information":[133,262],"various":[135],"aspects":[136],"structure,":[140,267],"descriptive":[141],"statistics,":[142],"correlation,":[143],"distribution,":[144],"missing":[146,222],"values.":[147],"results":[149,233],"show":[150],"that":[151,235],"has":[154,177,204],"fairly":[156,179,208],"high":[157,180,209],"correlation":[158,181,210,269],"(0.51),":[161],"medium":[162,192],"correlations":[163,193],"(0.25),":[166],"(0.2),":[168],"(0.2).":[171],"Tensile":[172],"(0.88),":[185],"(0.49),":[187],"(0.55),":[190],"(0.25)":[196],"(0.25).":[199],"Elongation":[200],"negative":[206],"(-0.62)":[214],"(-0.58).":[218],"Some":[219],"warnings":[220],"for":[221],"zero":[225],"values":[226],"some":[228],"variables":[229],"identified.":[231],"These":[232],"indicate":[234],"can":[240],"be":[241],"tool":[245],"analyze":[247],"quickly":[256],"easily,":[258],"provide":[260],"clear":[261],"patterns,":[265],"among":[270],"data.":[271]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2023-08-02T00:00:00"}
