Abstract
There have been various bug tracking systems for software development. However, it's difficult to obtain useful information from those systems since they are composed of web pages. In this paper, we propose two ways of extracting raw data by parsing the bug report pages and refining them. Our future work is to categorize bugs and interesting patterns automatically by analyzing the extracted data from the bug repositories.