{"id":"https://openalex.org/W4365799928","doi":"https://doi.org/10.25080/majora-7ddc1dd1-026","title":"Proceedings of the 18th Python in Science Conference","display_name":"Proceedings of the 18th Python in Science Conference","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W4365799928","doi":"https://doi.org/10.25080/majora-7ddc1dd1-026"},"language":"en","primary_location":{"id":"doi:10.25080/majora-7ddc1dd1-026","is_oa":true,"landing_page_url":"http://doi.org/10.25080/majora-7ddc1dd1-026","pdf_url":"https://conference.scipy.org/proceedings/scipy2019/pdfs/proceedings.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://conference.scipy.org/proceedings/scipy2019/pdfs/proceedings.pdf","any_repository_has_fulltext":false},"authorships":[],"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":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.28330084,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"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/T13650","display_name":"Computational Physics and Python Applications","score":0.9472000002861023,"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"}},"topics":[{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.9472000002861023,"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/python","display_name":"Python (programming language)","score":0.7893534302711487},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5803143978118896},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37106698751449585},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2872997224330902}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.7893534302711487},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5803143978118896},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37106698751449585},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2872997224330902}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.25080/majora-7ddc1dd1-026","is_oa":true,"landing_page_url":"http://doi.org/10.25080/majora-7ddc1dd1-026","pdf_url":"https://conference.scipy.org/proceedings/scipy2019/pdfs/proceedings.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings"}],"best_oa_location":{"id":"doi:10.25080/majora-7ddc1dd1-026","is_oa":true,"landing_page_url":"http://doi.org/10.25080/majora-7ddc1dd1-026","pdf_url":"https://conference.scipy.org/proceedings/scipy2019/pdfs/proceedings.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4365799928.pdf","grobid_xml":"https://content.openalex.org/works/W4365799928.grobid-xml"},"referenced_works_count":361,"referenced_works":["https://openalex.org/W930421","https://openalex.org/W60686164","https://openalex.org/W61851215","https://openalex.org/W87632767","https://openalex.org/W123634342","https://openalex.org/W198748278","https://openalex.org/W410850256","https://openalex.org/W572464674","https://openalex.org/W573317853","https://openalex.org/W575374134","https://openalex.org/W647818151","https://openalex.org/W923920794","https://openalex.org/W1162436746","https://openalex.org/W1483937536","https://openalex.org/W1493950367","https://openalex.org/W1502922572","https://openalex.org/W1506859583","https://openalex.org/W1507573241","https://openalex.org/W1520411860","https://openalex.org/W1522301498","https://openalex.org/W1540352123","https://openalex.org/W1545394588","https://openalex.org/W1545974066","https://openalex.org/W1548618691","https://openalex.org/W1550018017","https://openalex.org/W1580469463","https://openalex.org/W1585610988","https://openalex.org/W1593719892","https://openalex.org/W1599787114","https://openalex.org/W1631294772","https://openalex.org/W1638440761","https://openalex.org/W1653517664","https://openalex.org/W1665214252","https://openalex.org/W1666219330","https://openalex.org/W1677182931","https://openalex.org/W1758941703","https://openalex.org/W1769043086","https://openalex.org/W1835500549","https://openalex.org/W1836465849","https://openalex.org/W1862515573","https://openalex.org/W1879090356","https://openalex.org/W1915106399","https://openalex.org/W1964718104","https://openalex.org/W1966127665","https://openalex.org/W1967173897","https://openalex.org/W1973761397","https://openalex.org/W1976673195","https://openalex.org/W1978375794","https://openalex.org/W1978483262","https://openalex.org/W1979566015","https://openalex.org/W1979847955","https://openalex.org/W1981021420","https://openalex.org/W1982227707","https://openalex.org/W1986325765","https://openalex.org/W1986510668","https://openalex.org/W1987971958","https://openalex.org/W1988494453","https://openalex.org/W1988596495","https://openalex.org/W1989923040","https://openalex.org/W1991800036","https://openalex.org/W1992688426","https://openalex.org/W1995780830","https://openalex.org/W1997147102","https://openalex.org/W1997602881","https://openalex.org/W2000359198","https://openalex.org/W2003686608","https://openalex.org/W2004755494","https://openalex.org/W2005263403","https://openalex.org/W2005910730","https://openalex.org/W2008934558","https://openalex.org/W2011238623","https://openalex.org/W2011301426","https://openalex.org/W2011430131","https://openalex.org/W2012769853","https://openalex.org/W2013228103","https://openalex.org/W2014282978","https://openalex.org/W2015292449","https://openalex.org/W2016043834","https://openalex.org/W2019465613","https://openalex.org/W2020541351","https://openalex.org/W2020751301","https://openalex.org/W2021769046","https://openalex.org/W2024342942","https://openalex.org/W2024486027","https://openalex.org/W2026846178","https://openalex.org/W2028576930","https://openalex.org/W2030572719","https://openalex.org/W2034955763","https://openalex.org/W2035516724","https://openalex.org/W2035819830","https://openalex.org/W2041401635","https://openalex.org/W2043701535","https://openalex.org/W2043995349","https://openalex.org/W2047968138","https://openalex.org/W2048621586","https://openalex.org/W2053834050","https://openalex.org/W2056132907","https://openalex.org/W2056760934","https://openalex.org/W2060296971","https://openalex.org/W2064233625","https://openalex.org/W2064675550","https://openalex.org/W2066305965","https://openalex.org/W2069270259","https://openalex.org/W2069736170","https://openalex.org/W2070493638","https://openalex.org/W2070771761","https://openalex.org/W2070996757","https://openalex.org/W2071412842","https://openalex.org/W2071544114","https://openalex.org/W2071860648","https://openalex.org/W2072773743","https://openalex.org/W2073573363","https://openalex.org/W2073752546","https://openalex.org/W2075599280","https://openalex.org/W2077770566","https://openalex.org/W2078338304","https://openalex.org/W2078391824","https://openalex.org/W2081415437","https://openalex.org/W2083261573","https://openalex.org/W2083331665","https://openalex.org/W2087834874","https://openalex.org/W2090426702","https://openalex.org/W2092204065","https://openalex.org/W2092685198","https://openalex.org/W2093221728","https://openalex.org/W2094726387","https://openalex.org/W2097830904","https://openalex.org/W2097865464","https://openalex.org/W2097998348","https://openalex.org/W2101234009","https://openalex.org/W2101491865","https://openalex.org/W2104266030","https://openalex.org/W2104380208","https://openalex.org/W2106411961","https://openalex.org/W2110114082","https://openalex.org/W2112630077","https://openalex.org/W2114299240","https://openalex.org/W2114843025","https://openalex.org/W2114850508","https://openalex.org/W2121400889","https://openalex.org/W2122576346","https://openalex.org/W2123326080","https://openalex.org/W2124541940","https://openalex.org/W2126980987","https://openalex.org/W2129820467","https://openalex.org/W2130014182","https://openalex.org/W2130479394","https://openalex.org/W2131241448","https://openalex.org/W2132022337","https://openalex.org/W2132424588","https://openalex.org/W2132625607","https://openalex.org/W2133990480","https://openalex.org/W2135029798","https://openalex.org/W2135046866","https://openalex.org/W2135415614","https://openalex.org/W2138937646","https://openalex.org/W2140628770","https://openalex.org/W2142430469","https://openalex.org/W2142900310","https://openalex.org/W2143426320","https://openalex.org/W2144221002","https://openalex.org/W2144297312","https://openalex.org/W2145132952","https://openalex.org/W2145614561","https://openalex.org/W2146292423","https://openalex.org/W2147988069","https://openalex.org/W2148534890","https://openalex.org/W2149441684","https://openalex.org/W2150871235","https://openalex.org/W2151223056","https://openalex.org/W2152015341","https://openalex.org/W2152238488","https://openalex.org/W2154449781","https://openalex.org/W2159167401","https://openalex.org/W2161101713","https://openalex.org/W2165340347","https://openalex.org/W2166064672","https://openalex.org/W2170211487","https://openalex.org/W2170711116","https://openalex.org/W2171875961","https://openalex.org/W2172006631","https://openalex.org/W2172030256","https://openalex.org/W2187089797","https://openalex.org/W2194775991","https://openalex.org/W2210834085","https://openalex.org/W2220253305","https://openalex.org/W2243397390","https://openalex.org/W2245493112","https://openalex.org/W2272847350","https://openalex.org/W2284198383","https://openalex.org/W2302255633","https://openalex.org/W2326878727","https://openalex.org/W2328876929","https://openalex.org/W2336519295","https://openalex.org/W2338065342","https://openalex.org/W2339677357","https://openalex.org/W2343257132","https://openalex.org/W2350171192","https://openalex.org/W2397406553","https://openalex.org/W2407057473","https://openalex.org/W2409767563","https://openalex.org/W2416168299","https://openalex.org/W2424204760","https://openalex.org/W2461844014","https://openalex.org/W2464977649","https://openalex.org/W2472803348","https://openalex.org/W2477555870","https://openalex.org/W2510475640","https://openalex.org/W2513573146","https://openalex.org/W2519887557","https://openalex.org/W2527672088","https://openalex.org/W2528553451","https://openalex.org/W2529184215","https://openalex.org/W2531409750","https://openalex.org/W2537496202","https://openalex.org/W2542768043","https://openalex.org/W2544822491","https://openalex.org/W2548228487","https://openalex.org/W2549139847","https://openalex.org/W2556522401","https://openalex.org/W2560282163","https://openalex.org/W2573660794","https://openalex.org/W2577686957","https://openalex.org/W2579617530","https://openalex.org/W2580479405","https://openalex.org/W2582559660","https://openalex.org/W2591711955","https://openalex.org/W2600817069","https://openalex.org/W2608296545","https://openalex.org/W2618376619","https://openalex.org/W2619516334","https://openalex.org/W2626967530","https://openalex.org/W2648790971","https://openalex.org/W2702570413","https://openalex.org/W2739464459","https://openalex.org/W2742475488","https://openalex.org/W2742491462","https://openalex.org/W2743477743","https://openalex.org/W2751229375","https://openalex.org/W2752557740","https://openalex.org/W2764072425","https://openalex.org/W2765280423","https://openalex.org/W2766353929","https://openalex.org/W2773126525","https://openalex.org/W2773170971","https://openalex.org/W2774644650","https://openalex.org/W2779020697","https://openalex.org/W2785873347","https://openalex.org/W2786597895","https://openalex.org/W2786672974","https://openalex.org/W2791364078","https://openalex.org/W2791628151","https://openalex.org/W2793998831","https://openalex.org/W2801084441","https://openalex.org/W2801860740","https://openalex.org/W2804268694","https://openalex.org/W2804820265","https://openalex.org/W2806263336","https://openalex.org/W2807275545","https://openalex.org/W2808764887","https://openalex.org/W2883596424","https://openalex.org/W2885483166","https://openalex.org/W2885899215","https://openalex.org/W2886067770","https://openalex.org/W2886273621","https://openalex.org/W2886980811","https://openalex.org/W2887672196","https://openalex.org/W2888254910","https://openalex.org/W2888432608","https://openalex.org/W2888987473","https://openalex.org/W2892745578","https://openalex.org/W2896833840","https://openalex.org/W2897702578","https://openalex.org/W2899771611","https://openalex.org/W2902069072","https://openalex.org/W2909420455","https://openalex.org/W2922367825","https://openalex.org/W2922393047","https://openalex.org/W2939734431","https://openalex.org/W2947123069","https://openalex.org/W2951266018","https://openalex.org/W2953018250","https://openalex.org/W2953259383","https://openalex.org/W2954247282","https://openalex.org/W2962909765","https://openalex.org/W2963156478","https://openalex.org/W2963179050","https://openalex.org/W2963285578","https://openalex.org/W2963474950","https://openalex.org/W2963561542","https://openalex.org/W2963713828","https://openalex.org/W2963815651","https://openalex.org/W2964015378","https://openalex.org/W2964061240","https://openalex.org/W2964149667","https://openalex.org/W2968171084","https://openalex.org/W2972940946","https://openalex.org/W2980937721","https://openalex.org/W3003196782","https://openalex.org/W3005347330","https://openalex.org/W3098166657","https://openalex.org/W3098499414","https://openalex.org/W3098768946","https://openalex.org/W3099490985","https://openalex.org/W3100104164","https://openalex.org/W3100845111","https://openalex.org/W3101338547","https://openalex.org/W3102586122","https://openalex.org/W3104548599","https://openalex.org/W3105820307","https://openalex.org/W3120106258","https://openalex.org/W3136918052","https://openalex.org/W3211198880","https://openalex.org/W4212896057","https://openalex.org/W4230471307","https://openalex.org/W4231865007","https://openalex.org/W4234117503","https://openalex.org/W4235137681","https://openalex.org/W4235243453","https://openalex.org/W4236697647","https://openalex.org/W4237028743","https://openalex.org/W4238102028","https://openalex.org/W4242401062","https://openalex.org/W4247430834","https://openalex.org/W4247846748","https://openalex.org/W4247880210","https://openalex.org/W4248573116","https://openalex.org/W4249835868","https://openalex.org/W4288076474","https://openalex.org/W4288400169","https://openalex.org/W4288412070","https://openalex.org/W4289763996","https://openalex.org/W4297733535","https://openalex.org/W4297755717","https://openalex.org/W4298012152","https://openalex.org/W4298082496","https://openalex.org/W4299512326","https://openalex.org/W4381304672","https://openalex.org/W4391285994","https://openalex.org/W4404357326","https://openalex.org/W6638978183","https://openalex.org/W6651009948","https://openalex.org/W6652668549","https://openalex.org/W6668994119","https://openalex.org/W6672667411","https://openalex.org/W6672757289","https://openalex.org/W6675354045","https://openalex.org/W6681291502","https://openalex.org/W6687483927","https://openalex.org/W6698183232","https://openalex.org/W6729203000","https://openalex.org/W6732506046","https://openalex.org/W6769425706","https://openalex.org/W6821000344","https://openalex.org/W6959406008","https://openalex.org/W6960032742","https://openalex.org/W6982728064","https://openalex.org/W7014489598","https://openalex.org/W7026516306","https://openalex.org/W7045318034","https://openalex.org/W7071759937"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2341492732","https://openalex.org/W3187193180","https://openalex.org/W106542691","https://openalex.org/W4287027380","https://openalex.org/W1699080303","https://openalex.org/W4297799326","https://openalex.org/W3116064965","https://openalex.org/W3193760048"],"abstract_inverted_index":{"We":[0],"outline":[1],"a":[2,23,124,138],"synthesis":[3],"of":[4,30,36,68,73,96,123],"strategies":[5],"created":[6],"in":[7,77,85],"collaboration":[8],"with":[9,99,134],"35+":[10],"colleges":[11],"and":[12,45,54,80],"universities":[13],"on":[14,22],"how":[15],"to":[16,51,104],"advance":[17],"undergraduate":[18,78,132],"data":[19,37,49,59,74,100,126],"science":[20,38,50,60,75,101,127],"education":[21,39,76,128],"national":[24,71],"scale.":[25],"The":[26,62,94],"four":[27],"core":[28],"pillars":[29],"this":[31],"strategy":[32],"include":[33],"the":[34,70,82,121],"integration":[35],"across":[40],"all":[41],"domains,":[42,53],"establishing":[43],"adoptable":[44],"scalable":[46,125],"cyberinfrastructure,":[47],"applying":[48],"non-traditional":[52],"incorporating":[55,113],"ethical":[56,97],"content":[57],"into":[58],"curricula.":[61],"paper":[63],"analyzes":[64],"UC":[65],"Berkeley's":[66],"method":[67],"accelerating":[69],"advancement":[72],"institutions":[79],"examines":[81],"recent":[83],"innovations":[84],"autograders":[86],"for":[87,137],"assignments":[88],"which":[89],"helps":[90],"scale":[91],"such":[92,111],"programs.":[93],"conversation":[95],"practices":[98],"are":[102],"key":[103],"mitigate":[105],"social":[106],"issues":[107],"arising":[108],"from":[109],"computing,":[110],"as":[112],"anti-bias":[114],"algorithms.":[115],"Following":[116],"these":[117],"steps":[118],"will":[119],"form":[120],"basis":[122],"system":[129],"that":[130],"prepares":[131],"students":[133],"analytical":[135],"skills":[136],"datacentric":[139],"world.":[140]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}