An analyzer and browser for high-throughput data. GenPlay recognizes a wide variety of common genomic data formats from microarray- or sequencing-based platforms and offers a library of operations (normalization, binning, smoothing) to process raw data into visualizable tracks. GenPlay displays tracks adapted to summarize gene structure, gene expression, repeat families, CPG islands, etc. as well as custom tracks to show the results of RNA-Seq, ChIP-Seq, TimEX-Seq and single nucleotide polymorphism (SNP) analysis. GenPlay can generate statistics (minimum, maximum, SD, correlation, etc.).