Shinyscreen's visualization capabilities are integral to its user centric design. The ggplot2 and cowplot R packages are employed to generate high-quality plots of MS1 and MS2 chromatograms, as well as MS2 spectra. These visual outputs are designed for both on-screen inspection and publication purposes (see Figure ). Shinyscreen also incorporates the DT package to enable dynamic, interactive data exploration through the GUI. Users can sort and query data based on parameters such as m/z, retention time, or quality scores thus enhancing efficiency and accessibility.