The Summary View gives a quick overview of the recorded characters. It shows their name, level and amount of credits. Each dimension is displayed and summarized by itself.
If you are missing characters from the summary page, it is probably because their stats haven't been recorded yet. To fix this, simply log in using the character you wish to display and hit the "Refresh" button on the toolbar.