{"id":"https://openalex.org/W3137449671","doi":"https://doi.org/10.5281/zenodo.2592524","title":"Dataset of A Large-scale Study about Quality and Reproducibility of Jupyter Notebooks","display_name":"Dataset of A Large-scale Study about Quality and Reproducibility of Jupyter Notebooks","publication_year":2019,"publication_date":"2019-03-13","ids":{"openalex":"https://openalex.org/W3137449671","doi":"https://doi.org/10.5281/zenodo.2592524","mag":"3137449671"},"language":"en","primary_location":{"id":"pmh:oai:zenodo.org:2592524","is_oa":true,"landing_page_url":"https://zenodo.org/record/2592524","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/2592524","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108878533","display_name":"Jo\u00e3o Felipe","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Felipe, Jo\u00e3o","raw_affiliation_strings":["Pimentel"],"affiliations":[{"raw_affiliation_string":"Pimentel","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110803144","display_name":"L\u00e9onardo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":", Leonardo","raw_affiliation_strings":["Murta"],"affiliations":[{"raw_affiliation_string":"Murta","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109186564","display_name":"Vanessa","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":", Vanessa","raw_affiliation_strings":["Braganholo"],"affiliations":[{"raw_affiliation_string":"Braganholo","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113467926","display_name":"Juliana Juliana","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":", Juliana","raw_affiliation_strings":["Freire"],"affiliations":[{"raw_affiliation_string":"Freire","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5108878533"],"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/T13523","display_name":"Mathematics, Computing, and Information Processing","score":0.18780000507831573,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T13523","display_name":"Mathematics, Computing, and Information Processing","score":0.18780000507831573,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.15559999644756317,"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"}},{"id":"https://openalex.org/T12377","display_name":"Digital Humanities and Scholarship","score":0.04019999876618385,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reproducibility","display_name":"Reproducibility","score":0.741719663143158},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5764795541763306},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.44832390546798706},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3950842618942261},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.31801068782806396},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21234813332557678},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.1938382387161255},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.19178727269172668},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09544903039932251}],"concepts":[{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.741719663143158},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5764795541763306},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.44832390546798706},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3950842618942261},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.31801068782806396},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21234813332557678},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.1938382387161255},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.19178727269172668},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09544903039932251},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:zenodo.org:2592524","is_oa":true,"landing_page_url":"https://zenodo.org/record/2592524","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},{"id":"doi:10.5281/zenodo.2592524","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.2592524","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"dataset"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:2592524","is_oa":true,"landing_page_url":"https://zenodo.org/record/2592524","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2413717610","https://openalex.org/W1973270181","https://openalex.org/W2417696084","https://openalex.org/W2368782778","https://openalex.org/W2087830269","https://openalex.org/W3106281778","https://openalex.org/W2003643616","https://openalex.org/W2361979572"],"abstract_inverted_index":{"The":[0,80,99,164,381,647,658],"self-documenting":[1],"aspects":[2],"and":[3,42,54,110,118,156,192,216,244,265,301,329,388,556,644,686,694,705,721,802],"the":[4,19,28,59,88,92,97,104,120,132,138,141,149,172,182,186,190,194,203,211,214,218,222,226,253,270,279,282,286,293,326,332,335,346,357,379,415,429,445,485,565,604,633,642,652,656,667,677,723,744,811,902,1030,1032],"ability":[5],"to":[6,35,49,108,136,153,169,209,268,325,386,392,443,495,587,596,637,738,742,806,1044],"reproduce":[7,387],"results":[8,45],"have":[9,411],"been":[10,24,736],"touted":[11],"as":[12,125,676],"significant":[13],"benefits":[14],"of":[15,61,87,174,334,484,608,715,905],"Jupyter":[16,112],"Notebooks.":[17],"At":[18],"same":[20],"time,":[21,409],"there":[22],"has":[23,130,147,734],"growing":[25],"criticism":[26],"that":[27,43,508,654,727,733],"way":[29],"notebooks":[30,68,133,358,549,554,575],"are":[31],"being":[32],"used":[33,57,107,225],"leads":[34],"unexpected":[36],"behavior,":[37],"encourage":[38],"poor":[39],"coding":[40],"practices":[41,56],"their":[44],"can":[46,665],"be":[47],"hard":[48],"reproduce.":[50],"To":[51],"understand":[52],"good":[53],"bad":[55],"in":[58,140,189,213,259,528,541,669],"development":[60],"real":[62],"notebooks,":[63],"we":[64,94,106,134,151,177,224,410,1028,1042],"analyzed":[65],"1.4":[66],"million":[67],"from":[69,96,116,159,199],"GitHub.":[70],"Paper:":[71],"https://2019.msrconf.org/event/msr-2019-papers-a-large-scale-study-about-quality-and-reproducibility-of-jupyter-notebooks":[72],"This":[73,205,408],"repository":[74,533],"contains":[75,83,102],"two":[76],"files:":[77],"dump.tar.bz2":[78],"jupyter_reproducibility.tar.bz2":[79],"<em>dump.tar.bz2</em>":[81,243],"file":[82,101,254,516,634],"a":[84,257,309,730,799],"PostgreSQL":[85,142,232,260],"dump":[86,191],"database,":[89],"with":[90,281,312,405,555],"all":[91,103,131,148,331,1046],"data":[93,115,139,158,168,187,198,212],"extracted":[95],"notebooks.":[98,161,220],"<em>jupyter_reproducibility.tar.bz2</em>":[100],"scripts":[105,150,668],"query":[109,496],"download":[111,242],"Notebooks,":[113],"extract":[114,157,245,302,695],"them,":[117,716],"analyze":[119,137],"data.":[121,691],"It":[122,251,277,395,797,900],"is":[123,673,729],"organized":[124],"follows:":[126],"analyses:":[127],"this":[128,145,175,351,360,524,537],"folder":[129,146,328,653],"use":[135,152,266,743],"database.":[143],"archaeology:":[144],"query,":[154],"download,":[155],"GitHub":[160,200],"paper:":[162],"empty.":[163],"notebook":[165,520],"analyses/N12.To.Paper.ipynb":[166],"moves":[167],"it":[170,263,527,540,672,728],"In":[171,221,713],"remaining":[173],"text,":[176],"give":[178],"instructions":[179],"for":[180,289,523,536,573,709,1035],"reproducing":[181,193,345],"analyses,":[183,347],"by":[184,196,291],"using":[185],"provided":[188],"collection,":[195],"collecting":[197],"again.":[201],"<strong>Reproducing":[202,376],"Analysis</strong>":[204],"section":[206],"shows":[207],"how":[208],"load":[210],"database":[215,258,280,629],"run":[217,348,393,546,553,563],"analyses":[219,319,327],"analysis,":[223],"following":[227,430,564],"environment:":[228],"Ubuntu":[229],"18.04.1":[230],"LTS<br>":[231],"10.6<br>":[233],"Conda":[234],"4.5.11<br>":[235],"Python":[236,313,1036],"3.7.2<br>":[237],"PdfCrop":[238],"2012/11/02":[239],"v1.38":[240],"First,":[241,427],"it:":[246],"<pre><code":[247,272,297,304,315,337,353,433,697,749,772,814,853,877,909,951,974,1004,1051],"class=\"language-bash\">tar":[248,305,698],"-xjf":[249,306,699],"dump.tar.bz2</code></pre>":[250],"extracts":[252],"<em>db2019-03-13.dump</em>.":[255],"Create":[256,308],"(we":[261],"call":[262],"\"jupyter\"),":[264],"psql":[267],"restore":[269],"dump:":[271],"class=\"language-bash\">psql":[273],"jupyter":[274,349,801,826,832,840],"&lt;":[275],"db2019-03-13.dump</code></pre>":[276],"populates":[278],"dump.":[283],"Now,":[284],"configure":[285,632],"connection":[287,466],"string":[288],"sqlalchemy":[290],"setting":[292],"environment":[294,311,431],"variable":[295],"<em>JUP_DB_CONNECTTION</em>:":[296],"class=\"language-bash\">export":[298,434],"JUP_DB_CONNECTION=\"postgresql://user:password@hostname/jupyter\";</code></pre>":[299],"Download":[300,693],"<em>jupyter_reproducibility.tar.bz2</em>:":[303,696],"jupyter_reproducibility.tar.bz2</code></pre>":[307,700],"conda":[310,321,579,703,756,780,821,824,830,861,884,917,935,958,982,985,1011,1059,1062],"3.7:":[314],"class=\"language-bash\">conda":[316,750,773,815,854,878,910,952,975,1005,1052],"create":[317,751,774,816,855,879,911,953,976,1006,1053],"-n":[318,752,775,817,856,880,912,954,977,1007,1054],"python=3.7":[320,1009,1056],"activate":[322,757,781,822,862,885,936,959,983,1012,1060],"analyses</code></pre>":[323],"Go":[324],"install":[330,341,719,722,760,764,767,784,788,791,825,835,839,842,845,849,865,869,872,888,892,895,918,939,943,946,962,966,969,986,992,996,999,1015,1019,1022,1045,1063],"dependencies":[333,1049],"<em>requirements.txt</em>":[336],"class=\"language-bash\">cd":[338],"jupyter_reproducibility/analyses":[339],"pip":[340,759,762,763,766,783,786,787,790,834,837,838,841,844,848,864,867,868,871,887,890,891,894,938,941,942,945,961,964,965,968,991,994,995,998,1014,1017,1018,1021],"-r":[342],"requirements.txt</code></pre>":[343],"For":[344],"on":[350,359,401,683,810],"folder:":[352],"class=\"language-bash\">jupyter":[354],"notebook</code></pre>":[355],"Execute":[356],"order:":[361],"Index.ipynb":[362],"N0.Repository.ipynb":[363],"N1.Skip.Notebook.ipynb":[364],"N2.Notebook.ipynb":[365],"N3.Cell.ipynb":[366],"N4.Features.ipynb":[367],"N5.Modules.ipynb":[368],"N6.AST.ipynb":[369],"N7.Name.ipynb":[370],"N8.Execution.ipynb":[371],"N9.Cell.Execution.Order.ipynb":[372],"N10.Markdown.ipynb":[373],"N11.Repository.With.Notebook.Restriction.ipynb":[374],"N12.To.Paper.ipynb":[375],"or":[377],"Expanding":[378],"Collection</strong>":[380],"collection":[382],"demands":[383],"more":[384],"steps":[385],"takes":[389],"much":[390],"longer":[391],"(months).":[394],"also":[396],"involves":[397],"running":[398,574],"arbitrary":[399,681],"code":[400,682],"your":[402,470,476,501,684,690],"machine.":[403,525,538],"Proceed":[404],"caution.":[406],"<em><strong>Requirements</strong></em>":[407],"extra":[412],"requirements:":[413],"All":[414],"analysis":[416],"requirements<br>":[417],"lbzip2":[418],"2.5<br>":[419],"gcc":[420],"7.3.0<br>":[421],"Github":[422],"account<br>":[423],"Gmail":[424],"account":[425],"<em><strong>Environment</strong></em>":[426],"set":[428],"variables:":[432],"JUP_MACHINE=\"db\";":[435],"#":[436,441,449,454,459,464,469,475,481,492,500,506,513,519,532,545,552,562,570,578,584,593,602,606,627],"machine":[437,685],"identifier":[438],"export":[439,447,452,457,462,467,473,479,490,498,504,511,517,530,543,550,560,568,576,582,591,600,611,613,615,617,619,621,623,625],"JUP_BASE_DIR=\"/mnt/jupyter/github\";":[440],"place":[442],"store":[444],"repositories":[446,486],"JUP_LOGS_DIR=\"/home/jupyter/logs\";":[448],"log":[450,609],"files":[451],"JUP_COMPRESSION=\"lbzip2\";":[453],"compression":[455],"program":[456],"JUP_VERBOSE=\"5\";":[458],"verbose":[460],"level":[461],"JUP_DB_CONNECTION=\"postgresql://user:password@hostname/jupyter\";":[463],"sqlchemy":[465],"JUP_GITHUB_USERNAME=\"github_username\";":[468],"github":[471,477,497],"username":[472],"JUP_GITHUB_PASSWORD=\"github_password\";":[474],"password":[478],"JUP_MAX_SIZE=\"8000.0\";":[480],"maximum":[482],"size":[483],"directory":[487,572],"(in":[488],"GB)":[489],"JUP_FIRST_DATE=\"2013-01-01\";":[491],"initial":[493],"date":[494],"JUP_EMAIL_LOGIN=\"gmail@gmail.com\";":[499],"gmail":[502],"address":[503],"JUP_EMAIL_TO=\"target@email.com\";":[505],"email":[507],"receives":[509],"notifications":[510],"JUP_OAUTH_FILE=\"~/oauth2_creds.json\"":[512],"oauth2":[514],"auhentication":[515],"JUP_NOTEBOOK_INTERVAL=\"\";":[518],"id":[521,534],"interval":[522,535],"Leave":[526,539],"blank":[529,542],"JUP_REPOSITORY_INTERVAL=\"\";":[531],"JUP_WITH_EXECUTION=\"1\";":[544],"execute":[547],"python":[548,711],"JUP_WITH_DEPENDENCY=\"0\";":[551],"without":[557],"declared":[558],"dependnecies":[559],"JUP_EXECUTION_MODE=\"-1\";":[561],"execution":[566],"order":[567],"JUP_EXECUTION_DIR=\"/home/jupyter/execution\";":[569],"temporary":[571],"JUP_ANACONDA_PATH=\"~/anaconda3\";":[577],"installation":[580,804,904],"path":[581],"JUP_MOUNT_BASE=\"/home/jupyter/mount_ghstudy.sh\";":[583],"bash":[585,594],"script":[586,595],"mount":[588,651],"base":[589,598],"dir":[590,599],"JUP_UMOUNT_BASE=\"/home/jupyter/umount_ghstudy.sh\";":[592],"umount":[597,662],"JUP_NOTEBOOK_TIMEOUT=\"300\";":[601],"timeout":[603],"extraction":[605],"Frequenci":[607],"report":[610],"JUP_ASTROID_FREQUENCY=\"5\";":[612],"JUP_IPYTHON_FREQUENCY=\"5\";":[614],"JUP_NOTEBOOKS_FREQUENCY=\"5\";":[616],"JUP_REQUIREMENT_FREQUENCY=\"5\";":[618],"JUP_CRAWLER_FREQUENCY=\"1\";":[620],"JUP_CLONE_FREQUENCY=\"1\";":[622],"JUP_COMPRESS_FREQUENCY=\"5\";":[624],"JUP_DB_IP=\"localhost\";":[626],"postgres":[628],"IP</code></pre>":[630],"Then,":[631],"<em>~/oauth2_creds.json</em>,":[635],"according":[636],"yagmail":[638],"documentation:":[639],"https://media.readthedocs.org/pdf/yagmail/latest/yagmail.pdf":[640],"Configure":[641],"<em>mount_ghstudy.sh</em>":[643],"<em>umount_ghstudy.sh</em>":[645],"scripts.":[646],"first":[648],"one":[649,660],"should":[650,661],"stores":[655],"directories.":[657],"second":[659],"it.":[663],"You":[664],"leave":[666],"blank,":[670],"but":[671],"not":[674,735,1039],"advisable,":[675],"reproducibility":[678],"study":[679],"runs":[680],"you":[687],"may":[688],"lose":[689],"<em><strong>Scripts</strong></em>":[692],"Install":[701],"5":[702,706],"environments":[704],"anaconda":[707,778,859,907,915,980,1033,1057],"environments,":[708],"each":[710,714],"version.":[712],"upgrade":[717],"pip,":[718],"pipenv,":[720],"archaeology":[724],"package":[725,732,1034],"(Note":[726],"local":[731],"published":[737],"pypi.":[739],"Make":[740],"sure":[741],"-e":[745,768,792,846,873,896,947,970,1000,1023],"option):":[746],"<em><strong>Conda":[747,875,949,1002],"2.7</strong></em>":[748,771],"raw27":[753,758],"python=2.7":[754,777],"-y":[755,779,820,829,833,860,883,916,919,957,981,987,1010,1058,1064],"--upgrade":[761,785,836,866,889,940,963,993,1016],"pipenv":[765,789,843,870,893,944,967,997,1020],"jupyter_reproducibility/archaeology</code></pre>":[769,874,897,948,971,1001,1024],"<em><strong>Anaconda":[770,851,898,972,1025],"py27":[776,782],"jupyter_reproducibility/archaeology":[793,847],"</code></pre>":[794],"<strong><em>Conda":[795],"3.4</em></strong>":[796],"requires":[798,901],"manual":[800,903],"pathlib2":[803],"due":[805],"some":[807],"incompatibilities":[808],"found":[809],"default":[812],"installation.":[813],"raw34":[818,823],"python=3.4":[819,858],"-c":[827],"conda-forge":[828],"uninstall":[831],"pathlib2</code></pre>":[850],"3.4</strong></em>":[852],"py34":[857,863],"3.5</strong></em>":[876,899],"raw35":[881,886],"python=3.5":[882,914],"other":[906],"packages.":[908],"py35":[913,937],"appdirs":[920,1070],"atomicwrites":[921],"keyring":[922],"secretstorage":[923],"libuuid":[924],"navigator-updater":[925,990],"prometheus_client":[926],"pyasn1":[927],"pyasn1-modules":[928],"spyder-kernels":[929],"tqdm":[930],"jeepney":[931],"automat":[932],"constantly":[933],"anaconda-navigator":[934,988,1068],"3.6</strong></em>":[950,973],"raw36":[955,960],"python=3.6":[956,979],"py36":[978,984],"jupyterlab_server":[989],"3.7</strong></em>":[1003,1026],"raw37":[1008,1013],"When":[1027],"executed":[1029],"experiments,":[1031],"3.7":[1037],"was":[1038],"complete.":[1040],"So,":[1041],"attempted":[1043],"Anaconda":[1047],"3.x":[1048],"manually":[1050],"py37":[1055,1061],"_ipyw_jlab_nb_ext_conf":[1065],"alabaster":[1066],"anaconda-client":[1067],"anaconda-project":[1069],"asn1crypto":[1071],"astroid":[1072]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
