spark-arules. This project provides association rule mining for Apache Spark. The algorithms are based on the work of Philippe Fournier-Viger and comprise his TOP-K and TOP-K NR algorithm. Both algorithms do no longer depend on the minimum support parameter and increase the usability of association rule analysis tremendously.