from sklearn.ensemble import IsolationForest import pandas as pd # Sample data (replace with your actual data) data = { ‘feed_type’: [‘linux’, ‘linux’, ‘linux’, ‘linux’, ‘linux’, ‘PA’, ‘PA’, ‘PA’, ‘PA’, ‘linux’, ‘linux’, ‘linux’, ‘linux’, ‘PA’, ‘PA’, ‘PA’, ‘PA’, ‘PA’, ‘PA’, ‘PA’, ‘PA’, ‘linux’, ‘linux’, ‘linux’, ‘linux’, ‘linux’, ‘PA’, ‘PA’, ‘linux’, ‘linux’,’PA’,’PA’], ‘volume’: [6098989898, 6098989899, 6548989198, 7098989898, […]