Issue 5.3, Summer 2023最新文献

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“Yes We Can!”: A Practical Approach to Teaching Reproducibility to Undergraduates “是的,我们可以!”:大学生再现性教学的实践方法
Issue 5.3, Summer 2023 Pub Date : 2023-07-27 DOI: 10.1162/99608f92.9e002f7b
Richard Ball
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引用次数: 1
Reproducibility in Economics: Status and Update 经济学中的可重复性:现状与更新
Issue 5.3, Summer 2023 Pub Date : 2023-07-27 DOI: 10.1162/99608f92.80a1b88b
Hilary W. Hoynes
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引用次数: 0
Open Data and Code at the Urban Institute 城市研究所的开放数据和代码
Issue 5.3, Summer 2023 Pub Date : 2023-07-27 DOI: 10.1162/99608f92.a631dfc5
G. Macdonald
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引用次数: 0
Data Citations and Reproducibility in the Undergraduate Curriculum 本科课程中的数据引用与再现性
Issue 5.3, Summer 2023 Pub Date : 2023-07-27 DOI: 10.1162/99608f92.c2835391
Diego Mendez-Carbajo, Alejandro E. Dellachiesa
{"title":"Data Citations and Reproducibility in the Undergraduate Curriculum","authors":"Diego Mendez-Carbajo, Alejandro E. Dellachiesa","doi":"10.1162/99608f92.c2835391","DOIUrl":"https://doi.org/10.1162/99608f92.c2835391","url":null,"abstract":"","PeriodicalId":417677,"journal":{"name":"Issue 5.3, Summer 2023","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131713710","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Critical Data Challenges in Measuring the Performance of Sustainable Development Goals: Solutions and the Role of Big Data Analytics 衡量可持续发展目标绩效的关键数据挑战:解决方案和大数据分析的作用
Issue 5.3, Summer 2023 Pub Date : 2023-06-08 DOI: 10.1162/99608f92.545db2cf
M. Nilashi, Ooi Keng Boon, Garry Tan Wei Han, Binshan Lin, R. Abumalloh
{"title":"Critical Data Challenges in Measuring the Performance of Sustainable Development Goals: Solutions and the Role of Big Data Analytics","authors":"M. Nilashi, Ooi Keng Boon, Garry Tan Wei Han, Binshan Lin, R. Abumalloh","doi":"10.1162/99608f92.545db2cf","DOIUrl":"https://doi.org/10.1162/99608f92.545db2cf","url":null,"abstract":"","PeriodicalId":417677,"journal":{"name":"Issue 5.3, Summer 2023","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121400259","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Fostering Better Coding Practices for Data Scientists 为数据科学家培养更好的编码实践
Issue 5.3, Summer 2023 Pub Date : 2022-10-08 DOI: 10.1162/99608f92.97c9f60f
R. Pruim, Maria-Cristiana Gîrjău, N. Horton
{"title":"Fostering Better Coding Practices for Data Scientists","authors":"R. Pruim, Maria-Cristiana Gîrjău, N. Horton","doi":"10.1162/99608f92.97c9f60f","DOIUrl":"https://doi.org/10.1162/99608f92.97c9f60f","url":null,"abstract":"Many data science students and practitioners don't see the value in making time to learn and adopt good coding practices as long as the code\"works\". However, code standards are an important part of modern data science practice, and they play an essential role in the development of data acumen. Good coding practices lead to more reliable code and save more time than they cost, making them important even for beginners. We believe that principled coding is vital for quality data science practice. To effectively instill these practices within academic programs, instructors and programs need to begin establishing these practices early, to reinforce them often, and to hold themselves to a higher standard while guiding students. We describe key aspects of good coding practices for data science, illustrating with examples in R and in Python, though similar standards are applicable to other software environments. Practical coding guidelines are organized into a top ten list.","PeriodicalId":417677,"journal":{"name":"Issue 5.3, Summer 2023","volume":"114 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116367566","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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