super() is called inside a react component only if it has a constructor. For example, the below code doesn't require super:
class App extends React.component {
    render(){
        return <div>Hello { this.props.world }</div>;
    }
}
However if we have a constructor then super() is mandatory:
class App extends React.component {
    constructor(){
        console.log(this) //Error: 'this' is not allowed before super()
    }
}
The reason why this cannot be allowed before super() is because this is uninitialized if super() is not called. However even if we are not using this we need a super() inside a constructor  because ES6 class constructors MUST call super if they are subclasses. Thus, you have to call super() as long as you have a constructor. (But a subclass does not have to have a constructor.)
We call super(props) inside the constructor if we have to use this.props, for example:
class App extends React.component{
    constructor(props){
        super(props);
        console.log(this.props); // prints out whatever is inside props
    }
}
I hope I could make it clear.