How to update graph in networkx after removing nodes?

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I want to update the definition for my graph after removing nodes and edges however when I try to draw it again I get the error that it is missing a node, i.e. the one I removed. Here is my example code:

a = k(n) #This is a graph function which works fine returning a graph
remove_node = 54
a.remove_node(54) 
nx.draw(a) 

NetworkXError: The node 54 is not in the graph.

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