“Shipping Charged” is what your customer paid you for shipping. This is considered part of revenue, i.e this value is not subtracted when calculating profits.
“Shipping Cost” is what it cost you to ship the orders. This is treated as an expense, i.e it’s subtracted from revenue when calculating profits. Configuring your shipping costs is an important step. Learn more about this here.