Dataset Open Access
This dataset contains all comments (comments and replies) of the YouTube vision video "Tunnels" by "The Boring Company" fetched on 2020-10-13 using YouTube API. The comments are classified manually by three persons. We performed a single-class labeling of the video comments regarding their relevance for requirement engineering (RE) (ham/spam), their polarity (positive/neutral/negative). Furthermore, we performed a multi-class labeling of the comments regarding their intention (feature request and problem report) and their topic (efficiency and safety). While a comment can only be relevant or not relevant and have only one polarity, a comment can have one or more intentions and also one or more topics.
For the replies, one person also classified them regarding their relevance for RE. However, the investigation of the replies is ongoing and future work.
Remark: For 126 comments and 26 replies, we could not determine the date and time since they were no longer accessible on YouTube at the time this data set was created. In the case of a missing date and time, we inserted "NULL" in the corresponding cell.
This data set includes the following files:
Detailed analysis results.xlsx
Guide Sheet - Multi-class labeling.pdf
Guide Sheet - Single-class labeling.pdf
Python scripts for analysis.zip