Mining API Interactions to Analyze SoftwareRevisions for the Evolution of Energy Consumption (MSR'2021 Dataset)

Motivation This repository contains the data-set used as a basis for our MSR'2021 paper Mining API Interactions to Analyze Software Revisions for the Evolution of Energy Consumption. Description of the dataset The dataset is stored in a file msr_2021_dataset.csv and contains the following data: id - an individual identifier sampleNr - a number identifying the group this sample relates to name - the name of the library examined className - the class name as an abbreviation method - the name of the executed method duration - duration of method execution durationAdjusted - duration after alignment between method trace and energy profile energyConsumption - computed energy consumption watts - recorded wattage package-names - per package uAPI profile uApi - the computed uAPI profile value The files joule_anova_posthoc_result.csv and uAPI_anova_posthoc_result.csv contain the results of the ANOVA and Tukey HSD posthoc analysis to determine accuracy and F1-score of the presented approach. License Creative Commons CC-BY