return the matrix as a list of lists 
        raw graph =  {'1': ['2', '3', '4'], '2': ['6', '7']}
        6 nodes: ['1', '2', '3', '4', '6', '7']
        5 links: [['1', '2'], ['1', '3'], ['1', '4'], ['2', '6'], ['2', '7']]
        [0, 1, 1, 1, 0, 0]
        [1, 0, 0, 0, 1, 1]
        [1, 0, 0, 0, 0, 0]
        [1, 0, 0, 0, 0, 0]
        [0, 1, 0, 0, 0, 0]
        [0, 1, 0, 0, 0, 0]

def get_adjacency_matrix(self, show_in_console=False):
        """ return the matrix as a list of lists 
        raw graph =  {'1': ['2', '3', '4'], '2': ['6', '7']}
        6 nodes: ['1', '2', '3', '4', '6', '7']
        5 links: [['1', '2'], ['1', '3'], ['1', '4'], ['2', '6'], ['2', '7']]
        [0, 1, 1, 1, 0, 0]
        [1, 0, 0, 0, 1, 1]
        [1, 0, 0, 0, 0, 0]
        [1, 0, 0, 0, 0, 0]
        [0, 1, 0, 0, 0, 0]
        [0, 1, 0, 0, 0, 0]
        """
        self.links = [[i,j] for i in self.graph for j in self.graph[i]]
        all_nodes = []
        op = [] 
        for node in self.graph:
            all_nodes.append(node)  # to get the root node
            for connection in self.graph[node]:
                all_nodes.append(connection)
        self.nodes = sorted(list(set(all_nodes)))
        if show_in_console is not False:
            print (len(self.nodes), 'nodes:', self.nodes)
            print (len(self.links), 'links:', self.links)
        
        for y in range(len(self.nodes)):
            row = []
            for x in range(len(self.nodes)):
                match = False
                for l in self.links:
                    if self.nodes[x] == l[0] and self.nodes[y] == l[1]:
                        match = True
                    if self.nodes[x] == l[1] and self.nodes[y] == l[0]:
                        match = True
                        
                if match is True:
                    row.append(1)
                else:
                    row.append(0)
                
            op.append(row)
            
        if show_in_console is not False:
            for row in op:
                print(row)
            
        return op