python spearman correlation
import scipy
# x and y are numpy array with shape (N,)
coeff, _ = scipy.stats.spearmanr(x, y)
python spearman correlation
import scipy
# x and y are numpy array with shape (N,)
coeff, _ = scipy.stats.spearmanr(x, y)
how to correlation with axis in pandas
import pandas as pd
df.corrwith(dfa.iloc[0], axis=1)
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