Create Clustering Crowd Zones

Clustering Crowd Zones

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+# clustering_crowds.py
+from sklearn.cluster import DBSCAN
+import pandas as pd
+
+df = pd.read_csv("location_logs.csv")
+X = df[['latitude', 'longitude']]
+model = DBSCAN(eps=0.0003, min_samples=10).fit(X)
+
+df['cluster'] = model.labels_
+df.to_csv("crowd_zones.csv", index=False)