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Pandas: Create a scatter plot of the trading volume/stock prices

Pandas: Plotting Exercise-16 with Solution

Write a Pandas program to create a scatter plot of the trading volume/stock prices of Alphabet Inc. stock between two specific dates.

Use the alphabet_stock_data.csv file to extract data.

alphabet_stock_data:


alphabet_stock_data Table

Date Open High Low Close Adj Close Volume
2020-04-01 1122 1129.689941 1097.449951 1105.619995 1105.619995 2343100
2020-04-02 1098.26001 1126.859985 1096.400024 1120.839966 1120.839966 1964900
2020-04-03 1119.015015 1123.540039 1079.810059 1097.880005 1097.880005 2313400
2020-04-06 1138 1194.660034 1130.939941 1186.920044 1186.920044 2664700
... ... ... ... ... ... ...
... ... ... ... ... ... ...
2020-09-29 1470.390015 1476.662964 1458.805054 1469.329956 1469.329956 978200
2020-09-30 1466.800049 1489.75 1459.880005 1469.599976 1469.599976 1700600

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('2020-9-30')                         
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')
x= ['Close']; y = ['Volume']
plt.figure(figsize=[15,10])
df2.plot.scatter(x, y, s=50);
plt.grid(True)
plt.title('Trading Volume/Price of Alphabet Inc. stock,\n01-04-2020 to 30-09-2020', fontsize=14, color='black')
plt.xlabel("Stock Price",fontsize=12, color='black')
plt.ylabel("Trading Volume", fontsize=12, color='black') 
plt.show()

Sample Output:

Pandas: Create a scatter plot of the trading volume/stock prices 

Click for download alphabet_stock_data.csv

Python Code Editor:


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Previous: Write a Pandas program to create a plot of adjusted closing prices, 30 days simple moving average and exponential moving average of Alphabet Inc. between two specific dates.
Next: Write a Pandas program to create a plot to visualize daily percentage returns of Alphabet Inc. stock price between two specific dates.

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For-else construct useful when searched for something and find it:

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