Official Replication Package of the EMSE Journal Article: 'Does Microservice Adoption Impact the Velocity? A Cohort Study'
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| Název: | Official Replication Package of the EMSE Journal Article: 'Does Microservice Adoption Impact the Velocity? A Cohort Study' |
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| Autoři: | Saarimäki, Nyyti, orcid:0000-0001-5538-, Robredo, Mikel, Lenarduzzi, Valentina, VEGAS, SIRA, JURISTO JUZGADO, NATALIA, Taibi, Davide |
| Informace o vydavateli: | Zenodo |
| Rok vydání: | 2025 |
| Sbírka: | Zenodo |
| Témata: | Empirical Software Engineering, Cohort Studies, Microservices Architecture, Development velocity, Velocity |
| Popis: | Replication package for EMSE article: "Does Microservice Adoption Impact the Velocity? A Cohort Study" This replication package contains all the Python code to conduct the data collection, preprocessing and analysis of this study. Contents This repository contains the following INSTALL: Detailed installation instructions for each of the used tools as well as the required Python dependencies. analysis_figures: Figures generated during the analysis ancova-assumption-visuals.pdf: Visualization assesing ANCOVA assumptions. crude_analysis_normality_qq.pdf: QQ normality boxplots drom the crude analysis. endvelocity-boxplots.pdf: Boxplots displaying end velocity mean values distribution. exact-matching-output-boxplots.pdf: Boxplots displaying balance after exact matching. exact-matching-output-qq.pdf: QQ plots displaying balance after exact matching. variables-boxplots.pdf: Boxplots displaying study variables. variables-grouped-language.pdf: Variables displayed grouped by programming languages. variables-grouped-year.pdf: Variables displayed grouped by creation year. Article_figures: Figures added in the PDF version of the manuscript. [cdf-confounders](Article_figures/cdf-confounders.pdf): Cumulative Density Function plots for model confounders. [confounder-boxplots](Article_figures/confounder-boxplots.pdf): Boxplots for model confounders. [creation-year-confounder](Article_figures/creation-year-confounder.pdf): Balance histogram from the confounder "Creation Year" [dag-diagram](Article_figures/dag-diagram.pdf): Directional Acyclic graph diagram of the confounding relationship. [data-collection-vertical](Article_figures/data-collection-vertical.pdf): Data filtering stage diagram. [example-velocity](Article_figures/example-velocity.pdf): Graphical example of the velocity calculation. [kernel-density](Article_figures/kernel-density.pdf): Kernel density plots for model confounders. [stat-analysis-short](Article_figures/stat-analysis-short.pdf): Statistical analysis process diagram. ... |
| Druh dokumentu: | dataset |
| Jazyk: | English |
| Relation: | https://zenodo.org/records/14876472; oai:zenodo.org:14876472; https://doi.org/10.5281/zenodo.14876472 |
| DOI: | 10.5281/zenodo.14876472 |
| Dostupnost: | https://doi.org/10.5281/zenodo.14876472 https://zenodo.org/records/14876472 |
| Rights: | Creative Commons Attribution 4.0 International ; cc-by-4.0 ; https://creativecommons.org/licenses/by/4.0/legalcode ; MIT License |
| Přístupové číslo: | edsbas.7CCDF5D1 |
| Databáze: | BASE |
Nájsť tento článok vo Web of Science | Abstrakt: | Replication package for EMSE article: "Does Microservice Adoption Impact the Velocity? A Cohort Study" This replication package contains all the Python code to conduct the data collection, preprocessing and analysis of this study. Contents This repository contains the following INSTALL: Detailed installation instructions for each of the used tools as well as the required Python dependencies. analysis_figures: Figures generated during the analysis ancova-assumption-visuals.pdf: Visualization assesing ANCOVA assumptions. crude_analysis_normality_qq.pdf: QQ normality boxplots drom the crude analysis. endvelocity-boxplots.pdf: Boxplots displaying end velocity mean values distribution. exact-matching-output-boxplots.pdf: Boxplots displaying balance after exact matching. exact-matching-output-qq.pdf: QQ plots displaying balance after exact matching. variables-boxplots.pdf: Boxplots displaying study variables. variables-grouped-language.pdf: Variables displayed grouped by programming languages. variables-grouped-year.pdf: Variables displayed grouped by creation year. Article_figures: Figures added in the PDF version of the manuscript. [cdf-confounders](Article_figures/cdf-confounders.pdf): Cumulative Density Function plots for model confounders. [confounder-boxplots](Article_figures/confounder-boxplots.pdf): Boxplots for model confounders. [creation-year-confounder](Article_figures/creation-year-confounder.pdf): Balance histogram from the confounder "Creation Year" [dag-diagram](Article_figures/dag-diagram.pdf): Directional Acyclic graph diagram of the confounding relationship. [data-collection-vertical](Article_figures/data-collection-vertical.pdf): Data filtering stage diagram. [example-velocity](Article_figures/example-velocity.pdf): Graphical example of the velocity calculation. [kernel-density](Article_figures/kernel-density.pdf): Kernel density plots for model confounders. [stat-analysis-short](Article_figures/stat-analysis-short.pdf): Statistical analysis process diagram. ... |
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| DOI: | 10.5281/zenodo.14876472 |