Apache Jira Issue Tracking Dataset

<p>This dataset contains the Jira Issue Tracking data of the Apache Software Foundation, enriched with topic modeling information using the BERTopic technique.</p> <p>You can use the dataset with the following steps:</p> <ol> <li>Set up a MongoDB instance.</li> <li>Download the data.</li> <li>Navigate to the download folder and use the mongorestore command (<a href="https://docs.mongodb.com/database-tools/mongorestore/" target="_blank" rel="noopener">https://docs.mongodb.com/database-tools/mongorestore/</a>) with the --gzip flag.</li> </ol> <p>Detailed instructions for setting up/reproducing/updating the dataset are also provided in the website <a href="https://authecesofteng.github.io/semantics-jira-dataset/" target="_blank" rel="noopener">https://authecesofteng.github.io/semantics-jira-dataset/</a> (relevant repos&nbsp;<a href="https://github.com/AuthEceSoftEng/jira-apache-downloader" target="_blank" rel="noopener">https://github.com/AuthEceSoftEng/jira-apache-downloader</a> and <a href="https://github.com/AuthEceSoftEng/jira-topic-extractor" target="_blank" rel="noopener">https://github.com/AuthEceSoftEng/jira-topic-extractor</a>)</p> <p><em>Note: you do not need to download the models .rar files if you do not use them, as the issue-topic distribution (along with probabilities) is already computed and stored in the topics Mongo collection.</em></p>