Pandas: Create a line plot of one column versus other columns

Last update on December 21 2024 07:54:13 (UTC/GMT +8 hours)

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

Use the alphabet_stock_data.csv file to extract data.

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)
df2 = df.loc[new_df]
plt.figure(figsize=(10,10))
df2.plot(x='Date', y=['Open', 'Close']);
plt.suptitle('Opening/Closing stock prices of Alphabet Inc.,\n 01-04-2020 to 30-09-2020', fontsize=12, color='black')
plt.xlabel("Date",fontsize=12, color='black')
plt.ylabel("$ price", fontsize=12, color='black')
plt.show()

Sample Output:

Click for download alphabet_stock_data.csv

Python Code Editor:

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