Abstract: Network-based systems, software, architecture, and methods, where large amounts of continually updated financial information are dynamically represented as pictorial images on a interface. A user of the interface can initiate and/or execute financial transactions with respect to financial instruments by selecting image locations in connection with the financial instruments, thereby, instructing transactional software to transmit transaction instructions over a network to a network-based trading platform.