How can I use NumPy to read and manipulate CSV files?
An example of an AI chatbot conversation about using NumPy for CSV file operations.
How can I use NumPy to read and manipulate CSV files?
You can use NumPy's genfromtxt function to read CSV files. Would you like a code example?
Yes, please provide a code example for reading a CSV file.
Sure! Here's a simple example:
import numpy as np
data = np.genfromtxt('data.csv', delimiter=',', skip_header=1)
print(data)
How can I perform calculations on the data after loading it?
You can perform calculations using NumPy functions. For example, to calculate the mean of a column:
mean_value = np.mean(data[:, 0]) # Mean of the first column
print(mean_value)
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