Wikipedia Talk Labels: Personal Attacks

This data set includes over 100k labeled discussion comments from English Wikipedia. Each comment was labeled by multiple annotators via Crowdflower on whether it contains a personal attack. We also include some demographic data for each crowd-worker. See our <a href="https://meta.wikimedia.org/wiki/Research:Detox/Data_Release" target="_blank">wiki</a> for documentation of the schema of each file and our <a href="https://arxiv.org/abs/1610.08914" target="_blank">research paper</a> for documentation on the data collection and modeling methodology. For a quick demo of how to use the data for model building and analysis, check out this <a href="https://github.com/ewulczyn/wiki-detox/blob/master/src/figshare/Wikipedia%20Talk%20Data%20-%20Getting%20Started.ipynb" rel="mw:ExtLink" target="_blank">ipython notebook</a>.