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import numpy as np
import pandas as pd
import datetime
import seaborn as sns
import matplotlib.pyplot as plt

file=r'C:\Users\yashn\Desktop\Technocolabs\Project\MSFT.csv'
df=pd.read_csv(file,index_col="Date", parse_dates=True)

df.head()

df.shape

df.info()

df.isnull().sum()

df[df.duplicated()]

df['Volume'].value_counts()

df.describe()

plt.figure(figsize=(14,6))
sns.lineplot(data=df)

sns.scatterplot(x=df['High'], y=df['Low'])

sns.scatterplot(x=df['Open'], y=df['Close'])

sns.distplot(a=df['Volume'], kde=False)



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