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import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
from termcolor import colored
import plotly.express as px
import kaleido
from sklearn.preprocessing import StandardScaler
import matplotlib.image as mpimg
from sklearn.cluster import KMeans
from sklearn.cluster import DBSCAN
from sklearn.metrics import silhouette_score