Pandas: Create a line plot of one column versus another column

Last update on December 21 2024 07:54:07 (UTC/GMT +8 hours)

Write a Pandas program to create a line plot of the historical stock prices of Alphabet Inc. between two specific dates.

Extract data from alphabet_stock_data.csv file.

alphabet_stock_data:

alphabet_stock_data Table

Sample Solution:

Python Code :

import pandas as pd
import matplotlib.pyplot as plt
df = pd.read_csv("alphabet_stock_data.csv")
start_date = pd.to_datetime('2020-4-1')
end_date = pd.to_datetime('2020-09-30')                         
df['Date'] = pd.to_datetime(df['Date']) 
new_df = (df['Date']>= start_date) & (df['Date']<= end_date)
df1 = df.loc[new_df]
df2 = df1.set_index('Date')
plt.figure(figsize=(5,5))
plt.suptitle('Stock prices of Alphabet Inc.,\n01-04-2020 to 30-09-2020', \
                 fontsize=18, color='black')
plt.xlabel("Date",fontsize=16, color='black')
plt.ylabel("$ price", fontsize=16, color='black')
 
df2['Close'].plot(color='green');
plt.show()

Sample Output:

Click for download alphabet_stock_data.csv

Python Code Editor:

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