Table · dataset · 2026
Open Data Package for Book Chapter "On the Introduction of Clean Code Violations in Open-Source Python Projects"
Listed in figshare and Loughborough Research Repository — shown once because both records carry DOI 10.6084/m9.figshare.33968878.v2
Description
<p dir="ltr">The data package comprises 20,699 SonarQube issues arising in 57 open-source Python projects. It is a filtered and processed version of the original contribution from <a href="doi.org/10.6084/m9.figshare.25008653" target="_blank" rel="noreferrer">doi.org/10.6084/m9.figshare.25008653</a>.</p><p dir="ltr"><b>Files in this data package:</b></p><p dir="ltr"><b>application_repositories.xlsx</b> - The list of top 14 most issue-prone projects and source GitHub repositories.</p><p dir="ltr"><b>added_issues_data.xlsx </b>- The unfiltered SonarQube issues list.</p><p dir="ltr"><b>project_added_issue_attribute.xlsx</b> - Number of added SonarQube issues in the Top 14 applications in the study, broken down by clean code category, as well as per each included version of three applications selected for a more detailed examination.</p><p dir="ltr"><b>project_added_issues_category_attributes.xlsx</b> - Number of added SonarQube issues in all applications in the study.</p><p dir="ltr"><b>project_added_issues_statistics.xlsx</b> - Number of added SonarQube issues in the Top 14 applications in the study, broken down by SonarQube rule.</p><p dir="ltr"><b>/clean code per application/*.csv</b> - Each CSV provides the number of added SonarQube issues broken down per each clean code category (columns) over each application release (rows).</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.33968878.v2 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Empirical software engineering · Empirical software engineering · Engineering · Engineering · Humanities · Humanities · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science · Software quality, processes and metrics · Software quality, processes and metrics
Provenance · 2 source records, 32 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33968878 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/33968878 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:461202 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Empirical software engineering'] |
| concepts[field].anzsrc:field:461202 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Empirical software engineering'] |
| concepts[field].anzsrc:field:461207 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Software quality, processes and metrics'] |
| concepts[field].anzsrc:field:461207 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Software quality, processes and metrics'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |