The source of valid nutrition information is?

For a particular food, the nutrition label is the best way to figure out what you are really eating. If the food does not have a label, such as at a restaurant, there isn't always a good way to tell exactly what you've eaten. It often depends on preparation methods. You can find estimates for many common foods online, as well as good descriptions of serving sizes which can be useful in prevention of overeating.