#### Unsupervised Learning Challenges 2

Use the same code for your previous clustering challenges. Repeat each challenge (except the inertia curves, since only the KMeans implementation gives a quick way of calculating that.) However, this time, try (both) Agglomerative Clustering and DBSCAN instead of KMeans. For text clustering, use cosine distance.