Crates are square wooden or plastic boxes that are used to store things in. They are mainly used for transporting goods in.
A dispenser is a container with something inside it that has some way of letting you take small amounts of the thing inside. For example, you might have a dispenser that dispenses sticky tape, or liquid soap, or paper towels like the dispenser in the picture.
A fish tank is a glass container you keep pet fish in. You can also keep turtles, hermit crabs or even mice, lizards, frogs and snakes in a fishtank.
Obviously, if you are keeping land animals in a fish tank you don't fill it with water, you put dirt in the bottom and grow plants. A fishtank with plants in it is often called a vivarium. You usually keep mice in a fishtank with sawdust at the bottom instead of dirt, so you can regularly change the sawdust to keep it clean.
A handbag is a container with one or more handles that a woman carries around with her. Most handbags have things like money, lipstick and a mobile phone in them. In some countries, a handbag is also known as a purse.
A jar is a small container with a lid you can keep things in. Today most jars are made of glass or plastic with a metal or plastic screw-top lid. A long time ago jars used to be made from ceramic or glass, and had lids made out of cork, rubber, cloth tied with string, or glass held on with metal clips and a rubber seal.