We are pleased to announce a synthetic data generator of probabilistic data which was used in our paper [1]. At the same time, we are happy to release the implementation of our algorithms in [1, 2] as well as the real data set and the synthetic data sets used in [1]. The real data set Iceberg Sightings was made using the raw data from International Ice Patrol (IIP), and was preprocessed by us as described in [1]. The whole package PTKLib is downloadable at http://www.cs.sfu.ca/~jpei/Software/PTKLib.rar. We hope that some of you may find the package useful. [1] M. Hua, J. Pei, W. Zhang, and X. Lin. "Ranking Queries on Uncertain Data: A Probabilistic Threshold Approach". In Proceedings of the 2008 ACM SIGMOD International Conference on Management of Data (SIGMOD'08), June 11-14, 2008, Vancouver, Canada. [2] M. Hua, J. Pei, W. Zhang, and X. Lin. "Efficiently Answering Probabilistic Threshold Top-k Queries on Uncertain Data". In Proceedings of the 24th International Conference on Data Engineering (ICDE'08), Canc¨˛n, M¨¦xico, April 7-12, 2008.