corrplot function in Python

We’ve implemented a corrplot function in Python, which is available in BioKit package

– github https://github.com/biokit/biokit
– pypi https://pypi.python.org/pypi/biokit

For illustration, let us create some random data sets:

import pandas as pd
import string
letters = string.uppercase[0:15]
df = pd.DataFrame(dict(( (k, np.random.random(10)+ord(k)-65) for k in letters)))
df = df.corr()

The correlation matrix is stored in the Pandas dataframe called df. It is now straightforward to create some nice plots:

from biokit.viz import corrplot
c = corrplot.Corrplot(df)
c.plot()

corrplot

See this notebook for more examples.

Please follow and like us:
This entry was posted in Python and tagged , , , . Bookmark the permalink.

4 Responses to corrplot function in Python

Leave a Reply

Your email address will not be published. Required fields are marked *