Scientific research is often hampered by lack of access to data collection tools. Often, researchers must “reinvent the wheel” and replicate software tools that have already been produced as proprietary solutions elsewhere. Open source significantly reduces the barrier to entry in scientific research and is crucial to accelerating the pace of human progress.