Publish Date: Apr 25, 2017 Last Update: Jan 26, 2018
Disclaimer: the tool provided here is only for academic purpose. Scraping activities may break the user agreement on SeekingAlpha.com. Please use the code at your own legal risk!
SeekingAlpha.com hosts a rich dataset of the analyst call transcripts. One can collect such data by web-scraping the SeekingAlpha website.
Update: Due to the website re-design of SeekingAlpha, my original code does not work now. I have got several requests to update the code, and I will try to fulfill such requests during my free time. If you could help with the project, please send a pull request.