Learn how to calculate, choose, visualize, and interpret correlation in Python using pandas, matplotlib, seaborn, and more. Avoid common pitfalls and misconceptions about correlation.

To calculate the cross-correlation of two arrays using Python and NumPy, the np.correlate() function can be used. This function computes the correlation as a discrete linear convolution of two ...

The correlation coefficient can be calculated in Python using SciPy's pearsonr function. This function takes two arrays of equal length and returns the Pearson correlation coefficient and the p-value ...