Please provide your dataset's file path (e.g., 'data.csv'), the desired number of clusters as an integer, and the affinity type (e.g., 'nearest_neighbors', 'rbf', 'precomputed') for spectral clustering. The AI will then generate a complete, ready-to-run Python script using scikit-learn.
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