This tool uses a simple machine learning algorithm to predict which of these classes the account name you enter belongs to.
The current classes are Human Content Creator, Human Spammer and Bot
The software was developed using python and scikit-learn. It was trained on a small set of about 75 accounts, and uses a fairly simple feature set. I hope to improve it significantly over the next few weeks, until it forms a useful tool in the fight against spam.