All the examples listed have debug turned on so that the not only the PHP chart is displayed, but also the generated client side javascript, as well as list of plugins currently used. You can use enable_debug() function to enable debug in individual PHP chart, or define DEBUG value in conf.php to enable/disable debug at global level. You should disable debug in production.

In conf.php