#convert matrix to list of edges and rename the columns
edges = correlation_matrix.stack().reset_index()
edges.columns = ['asset_1','asset_2','correlation']

#remove self correlations
edges = edges.loc[edges['asset_1'] != edges['asset_2']].copy()

#show the first 5 rows of the edge list dataframe.
edges.head()