[Python] Tried plotting yfinance data by framing into pandas with the help of seaborn and...

Discussão em 'Python' iniciado por Stack, Julho 13, 2025.

  1. Stack

    Stack Membro Participativo

    import yfinance as yf
    import matplotlib.pyplot as plt
    import seaborn as sns
    import pandas as pd

    df = yf.download('AAPL',start="2021-01-01",end='2025-07-13')
    print(df.head()) #display the first five rows of the dataframe
    print(df) #to display hte entire dataframe
    print(df['Low']) #to select a particular column
    print(df.head(122)) #to select a range of rows
    print ( " TO CATEGORISE DATA ")
    print(df[df['High']>150]) #to categorise data
    df['Daily Return'] = df['Close'].pct_change() #to add new column
    print(df.head())
    print(df.columns) #printing the headers of the columns
    df= df.reset_index()
    print(df.head())
    print(df.columns)
    #creating a line plot of 'Close' w.r.t data
    print("\nType of 'Date' column:", type(df['Date']))
    print("Type of 'Close' column:", type(df['Close']))
    sns.lineplot(x='Date',y='Close',data=df)
    #df=pd.DataFrame(df)
    #df['Close'].plot(kind='line',x='Date',y='Close',title="Representatiion of Close w.r.t. Date")
    plt.show()


    The problem is with the last few lines of the code. I was expecting a line plot but error it is. How to fix this?

    Continue reading...

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