{"id":"https://openalex.org/W4409693003","doi":"https://doi.org/10.55041/ijsrem44993","title":"AutoStream: Your All-in-One Data Science Assistant Using LLM","display_name":"AutoStream: Your All-in-One Data Science Assistant Using LLM","publication_year":2025,"publication_date":"2025-04-22","ids":{"openalex":"https://openalex.org/W4409693003","doi":"https://doi.org/10.55041/ijsrem44993"},"language":"en","primary_location":{"id":"doi:10.55041/ijsrem44993","doi":"https://doi.org/10.55041/ijsrem44993","is_oa":true,"landing_page_url":"https://doi.org/10.55041/ijsrem44993","pdf_url":"https://ijsrem.com/download/autostream-your-all-in-one-data-science-assistant-using-llm/?wpdmdl=48983&refresh=68089c6b42c9c1745394795","source":{"id":"https://openalex.org/S4210240841","display_name":"INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT","issn_l":"2582-3930","issn":["2582-3930"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ijsrem.com/download/autostream-your-all-in-one-data-science-assistant-using-llm/?wpdmdl=48983&refresh=68089c6b42c9c1745394795","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057667064","display_name":"R. Sowmiya","orcid":"https://orcid.org/0009-0003-5336-2988","observed_orcids":["https://orcid.org/0009-0003-5336-2988"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sowmiya R","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5057667064"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05772726,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"09","issue":"04","first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.4480000138282776,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.4480000138282776,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11891","display_name":"Big Data and Business Intelligence","score":0.15520000457763672,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.05820000171661377,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.7649999856948853},{"id":"https://openalex.org/keywords/mistral","display_name":"Mistral","score":0.8420000076293945},{"id":"https://openalex.org/keywords/exploratory-data-analysis","display_name":"exploratory data analysis","score":0.7870000004768372},{"id":"https://openalex.org/keywords/pycaret","display_name":"PyCaret","score":0.8230000138282776},{"id":"https://openalex.org/keywords/automated-machine-learning","display_name":"automated machine learning","score":0.9139999747276306},{"id":"https://openalex.org/keywords/shap","display_name":"SHAP","score":0.9750000238418579},{"id":"https://openalex.org/keywords/data-visualization","display_name":"data visualization","score":0.6140000224113464},{"id":"https://openalex.org/keywords/non-technical-users","display_name":"non-technical users","score":0.699999988079071}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4226279854774475},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39844873547554016}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.55041/ijsrem44993","doi":"https://doi.org/10.55041/ijsrem44993","is_oa":true,"landing_page_url":"https://doi.org/10.55041/ijsrem44993","pdf_url":"https://ijsrem.com/download/autostream-your-all-in-one-data-science-assistant-using-llm/?wpdmdl=48983&refresh=68089c6b42c9c1745394795","source":{"id":"https://openalex.org/S4210240841","display_name":"INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT","issn_l":"2582-3930","issn":["2582-3930"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.55041/ijsrem44993","doi":"https://doi.org/10.55041/ijsrem44993","is_oa":true,"landing_page_url":"https://doi.org/10.55041/ijsrem44993","pdf_url":"https://ijsrem.com/download/autostream-your-all-in-one-data-science-assistant-using-llm/?wpdmdl=48983&refresh=68089c6b42c9c1745394795","source":{"id":"https://openalex.org/S4210240841","display_name":"INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT","issn_l":"2582-3930","issn":["2582-3930"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409693003.pdf","grobid_xml":"https://content.openalex.org/works/W4409693003.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W1983362322","https://openalex.org/W2753155801"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"today's":[1],"data-driven":[2],"world,":[3],"businesses":[4],"and":[5,59,78,90,115,126,164],"analysts":[6],"face":[7],"significant":[8],"challenges":[9],"in":[10,80],"extracting":[11],"actionable":[12],"insights":[13],"from":[14],"large":[15],"datasets,":[16],"particularly":[17],"CSV":[18,52],"files,":[19,53],"without":[20,68],"advanced":[21],"technical":[22],"expertise.":[23],"AutoStream":[24,82],"addresses":[25],"this":[26],"gap":[27,160],"by":[28,102],"offering":[29],"an":[30],"intuitive,":[31],"local-first":[32],"platform":[33,47,151],"designed":[34],"to":[35,173],"empower":[36],"users":[37,120],"of":[38,51,56,73,86],"all":[39,67],"skill":[40],"levels.":[41],"By":[42],"simplifying":[43],"data":[44,88,99,123,163],"exploration,":[45],"the":[46,84,132,159],"allows":[48],"seamless":[49],"uploading":[50],"automatic":[54],"generation":[55],"key":[57],"insights,":[58],"interactive":[60],"visualization":[61],"tools":[62,118],"for":[63,140],"in-depth":[64],"analysis":[65],"\u2014":[66],"writing":[69],"a":[70],"single":[71],"line":[72],"code.Built":[74],"with":[75,124],"user-centric":[76],"design":[77],"extensibility":[79],"mind,":[81],"eliminates":[83],"complexities":[85],"manual":[87],"processing":[89],"empowers":[91],"faster,":[92],"smarter":[93],"decision-making.":[94],"Features":[95],"like":[96,169],"natural":[97],"language":[98],"querying":[100],"(powered":[101],"Mistral":[103],"+":[104],"PandasAI),":[105],"one-click":[106],"EDA":[107],"reports":[108],"(via":[109],"Sweetviz),":[110],"AutoML":[111],"capabilities":[112],"(with":[113],"PyCaret),":[114],"SHAP-based":[116],"explainability":[117],"help":[119],"navigate":[121],"their":[122],"ease":[125],"confidence.With":[127],"everything":[128],"running":[129],"securely":[130],"on":[131],"user\u2019s":[133],"local":[134],"machine,":[135],"Auto":[136],"Stream":[137],"is":[138,147],"ideal":[139],"sensitive":[141],"or":[142,172],"enterprise":[143],"environments":[144],"where":[145],"privacy":[146],"paramount.":[148],"This":[149],"innovative":[150],"not":[152],"only":[153],"saves":[154],"time":[155],"but":[156],"also":[157],"bridges":[158],"between":[161],"raw":[162],"strategic":[165],"insight.":[166],"Would":[167],"you":[168],"further":[170],"refinements":[171],"expand":[174],"it?":[175],"Keywords:":[176],"Solution":[177],"Overview,":[178],"Core":[179],"Feature,Problem":[180],"Addressed,":[181],"User-":[182],"centric":[183],"diesgn":[184]},"counts_by_year":[],"updated_date":"2026-09-25T08:18:29.962427","created_date":"2025-10-10T00:00:00"}