Apache Jira Issue Tracking Dataset

This dataset contains the Jira Issue Tracking data of the Apache Software Foundation, enriched with topic modeling information using the BERTopic technique.

You can use the dataset with the following steps:

Set up a MongoDB instance.

Download the data.

Navigate to the download folder and use the mongorestore command (https://docs.mongodb.com/database-tools/mongorestore/) with the --gzip flag.

Detailed instructions for setting up/reproducing/updating the dataset are also provided in the website https://authecesofteng.github.io/semantics-jira-dataset/ (relevant repos https://github.com/AuthEceSoftEng/jira-apache-downloader and https://github.com/AuthEceSoftEng/jira-topic-extractor)

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.