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import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
from sklearn import cluster, mixture, metrics
from sklearn.preprocessing import StandardScaler
import plotly.graph_objs as go
from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot
init_notebook_mode(connected=True)
import os
import warnings
warnings.filterwarnings('ignore')