How can I visualize large datasets using NumPy?

How can I visualize large datasets using NumPy?

You can use NumPy for data manipulation and then visualize it with libraries like Matplotlib or Seaborn. What type of data are you working with?

I'm working with a large dataset of sales data over the past year.

Great! You can use NumPy to aggregate your sales data and then create visualizations like line charts or histograms to analyze trends.

Can you show me a simple code example for that?

Sure! Here's a basic example:

import numpy as np
import matplotlib.pyplot as plt

# Sample sales data
sales = np.random.rand(365) * 1000  # Random sales data for a year

# Create a line plot
plt.plot(sales)
plt.title('Daily Sales Over a Year')
plt.xlabel('Days')
plt.ylabel('Sales')
plt.show()