Association rules mining is used when we are trying to investigate the cause-and-effect relationships between different variables of a dataset. The following are example questions that it can help to answer:

• Which values of humidity, cloud cover, and temperature can lead to rain tomorrow?
• What type of insurance claim can indicate fraud?
• What combinations of medicine may lead to complications for patients?