title: List Highest Correlation Pairs from a Large Correlation Matrix in Pandas?
body: <p>How do you find the top correlations in a correlation matrix with Pandas? There are many answers on how to do this with R (<a href="https://stackoverflow.com/questions/7074246/show-correlations-as-an-ordered-list-not-as-a-large-matrix">Show correlations as an ordered list, not as a large matrix</a> or <a href="https://stackoverflow.com/questions/11268822/efficient-way-to-get-highly-correlated-pairs-from-large-data-set-in-python-or-r">Efficient way to get highly correlated pairs from large data set in Python or R</a>), but I am wondering how to do it with pandas? In my case the matrix is 4460x4460, so can't do it visually.</p>