ESOM-MAP: tools for clustering visualization and classification with emergent SOM. The Databionic ESOM Tools is a suite of programs to perform data mining tasks like clustering, visualization, and classification with Emergent Self-Organizing Maps (ESOM). Features include: Training of ESOM with different initialization methods, training algorithms, distance functions, parameter cooling strategies, ESOM grid topologies, and neighborhood kernels. Visualization of high dimensional dataspace with U-Matrix, P-Matrix, Component Planes, SDH, and more. Animated visualization of the training process. Interactive, explorative data analysis and clustering by linking ESOM to the training data, data classifications, and data descriptions. Creation of ESOM classifier and automated application to new data. Creation of non-redundant U-Maps from toroid ESOM.