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import pandas as pd

import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
pd.set_option('display.max_columns', None)
from IPython.display import Image
import plotly.express as px
from IPython.display import Image
from wordcloud import WordCloud, STOPWORDS

df = pd.read_csv('/kaggle/input/listing-of-business/Listing of Active Businesses.csv')
df.sample(10)

df.columns

dtypes = pd.DataFrame(df.dtypes, columns=['DataTypes'])
dtypes

df['LOCATION END DATE'].nunique()