def rfm_score(series, ascending=True, n_bins=5):
# Rank the values to ensure uniqueness
ranked = series.rank(method=’first’, ascending=ascending)

# Use pd.qcut on the ranks to assign bins
return pd.qcut(
ranked,
q=n_bins,
labels=range(1, n_bins+1)
).astype(int)