This is a tool to graphically analyze unknown data. Put the hex dump of your data in the field, then press 'View'. Adjust the width and offset till patterns form. This page operates entirely locally in your browser.
Some sample data is available here. This data forms patterns at width of 36 and offset of 0.
A more complex example is available here.