{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,24]],"date-time":"2025-11-24T07:15:06Z","timestamp":1763968506911,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":29,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,5,16]],"date-time":"2022-05-16T00:00:00Z","timestamp":1652659200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","award":["556515"],"award-info":[{"award-number":["556515"]}],"id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,5,16]]},"DOI":"10.1145\/3524610.3529156","type":"proceedings-article","created":{"date-parts":[[2022,10,20]],"date-time":"2022-10-20T15:19:30Z","timestamp":1666279170000},"page":"253-263","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":8,"title":["Error identification strategies for Python Jupyter notebooks"],"prefix":"10.1145","author":[{"given":"Derek","family":"Robinson","sequence":"first","affiliation":[{"name":"University of Victoria, Victoria, Canada"}]},{"given":"Neil A.","family":"Ernst","sequence":"additional","affiliation":[{"name":"University of Victoria, Victoria, Canada"}]},{"given":"Enrique Larios","family":"Vargas","sequence":"additional","affiliation":[{"name":"University of Victoria, Victoria, Canada"}]},{"given":"Margaret-Anne D.","family":"Storey","sequence":"additional","affiliation":[{"name":"University of Victoria, Victoria, Canada"}]}],"member":"320","published-online":{"date-parts":[[2022,10,20]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/VL\/HCC50065.2020.9127273"},{"key":"e_1_3_2_1_2_1","volume-title":"LaToza","author":"Alaboudi Abdulaziz","year":"2021","unstructured":"Abdulaziz Alaboudi and Thomas D . LaToza . 2021 . An Exploratory Study of Debugging Episodes. CoRR abs\/2105.02162 (2021). arXiv:2105.02162 https:\/\/arxiv.org\/abs\/2105.02162 Abdulaziz Alaboudi and Thomas D. LaToza. 2021. An Exploratory Study of Debugging Episodes. CoRR abs\/2105.02162 (2021). arXiv:2105.02162 https:\/\/arxiv.org\/abs\/2105.02162"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.5281\/zenodo.6419727"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1708279115"},{"volume-title":"The Challenges of the Digital Transformation in Education, Michael E","author":"Cardoso Alberto","key":"e_1_3_2_1_5_1","unstructured":"Alberto Cardoso , Joaquim Leit\u00e3o , and C\u00e9sar Teixeira . 2019. Using the Jupyter Notebook as a Tool to Support the Teaching and Learning Processes in Engineering Courses . In The Challenges of the Digital Transformation in Education, Michael E . Auer and Thrasyvoulos Tsiatsos (Eds.). Springer International Publishing , Cham , 227--236. Alberto Cardoso, Joaquim Leit\u00e3o, and C\u00e9sar Teixeira. 2019. Using the Jupyter Notebook as a Tool to Support the Teaching and Learning Processes in Engineering Courses. In The Challenges of the Digital Transformation in Education, Michael E. Auer and Thrasyvoulos Tsiatsos (Eds.). Springer International Publishing, Cham, 227--236."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376729"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300295"},{"key":"e_1_3_2_1_8_1","volume-title":"Criteria for assessing the trustworthiness of naturalistic inquiries. Educational Technology research and development 29, 2","author":"Guba Egon G","year":"1981","unstructured":"Egon G Guba . 1981. Criteria for assessing the trustworthiness of naturalistic inquiries. Educational Technology research and development 29, 2 ( 1981 ), 75--91. Egon G Guba. 1981. Criteria for assessing the trustworthiness of naturalistic inquiries. Educational Technology research and development 29, 2 (1981), 75--91."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300500"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173748"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/VL\/HCC50065.2020.9127202"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1080\/13814788.2017.1375092"},{"key":"e_1_3_2_1_13_1","volume-title":"Kelly Bodwin, Allison Theobold, Philipp Burkhardt, and Greg Wilson.","author":"McNamara Amelia","year":"2022","unstructured":"Amelia McNamara , Amal Abel-Ghani , Ian Siaca Flores , Kelly Bodwin, Allison Theobold, Philipp Burkhardt, and Greg Wilson. 2022 . Looks okay to me: A study of best practice in data analysis code review. in preparation. Amelia McNamara, Amal Abel-Ghani, Ian Siaca Flores, Kelly Bodwin, Allison Theobold, Philipp Burkhardt, and Greg Wilson. 2022. Looks okay to me: A study of best practice in data analysis code review. in preparation."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/1352322.1352191"},{"key":"e_1_3_2_1_15_1","unstructured":"Peter Parente. 2014. Estimate of public Jupyter notebooks on GitHub. https:\/\/github.com\/parente\/nbestimate (Accessed on 01\/16\/2022).  Peter Parente. 2014. Estimate of public Jupyter notebooks on GitHub. https:\/\/github.com\/parente\/nbestimate (Accessed on 01\/16\/2022)."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1038\/d41586-018-07196-1"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/MSR.2019.00077"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.14778\/3415478.3415527"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173606"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.5555\/3007225.3007252"},{"key":"e_1_3_2_1_21_1","unstructured":"Jeremy Tuloup. 2021. JupyterLab 3.0 is released!. The 3.0 release of Jupyter-Lab brings .... https:\/\/blog.jupyter.org\/jupyterlab-3-0-is-out-4f58385e25bb (Accessed on 07\/28\/2021).  Jeremy Tuloup. 2021. JupyterLab 3.0 is released!. The 3.0 release of Jupyter-Lab brings .... https:\/\/blog.jupyter.org\/jupyterlab-3-0-is-out-4f58385e25bb (Accessed on 07\/28\/2021)."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3377812.3390803"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3377816.3381724"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445527"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jchemed.0c01071"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3408877.3432374"},{"key":"e_1_3_2_1_27_1","volume-title":"Process, and Challenges of Exploratory Data Analysis: An Interview Study. CoRR abs\/1911.00568","author":"Wongsuphasawat Kanit","year":"2019","unstructured":"Kanit Wongsuphasawat , Yang Liu , and Jeffrey Heer . 2019. Goals , Process, and Challenges of Exploratory Data Analysis: An Interview Study. CoRR abs\/1911.00568 ( 2019 ). arXiv:1911.00568 http:\/\/arxiv.org\/abs\/1911.00568 Kanit Wongsuphasawat, Yang Liu, and Jeffrey Heer. 2019. Goals, Process, and Challenges of Exploratory Data Analysis: An Interview Study. CoRR abs\/1911.00568 (2019). arXiv:1911.00568 http:\/\/arxiv.org\/abs\/1911.00568"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/ASE51524.2021.9678520"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-374515-6.00001-0"}],"event":{"name":"ICPC '22: 30th International Conference on Program Comprehension","sponsor":["SIGSOFT ACM Special Interest Group on Software Engineering","IEEE CS"],"location":"Virtual Event","acronym":"ICPC '22"},"container-title":["Proceedings of the 30th IEEE\/ACM International Conference on Program Comprehension"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3524610.3529156","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3524610.3529156","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T18:09:53Z","timestamp":1750183793000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3524610.3529156"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5,16]]},"references-count":29,"alternative-id":["10.1145\/3524610.3529156","10.1145\/3524610"],"URL":"https:\/\/doi.org\/10.1145\/3524610.3529156","relation":{},"subject":[],"published":{"date-parts":[[2022,5,16]]},"assertion":[{"value":"2022-10-20","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}