# Visualizing a large number of variables in python

I have a large number of variables (2000) and want to visualize them using Python. Also, I would like to see the summary statistics of these variables. It seems that drawing box plots for all of these variables would not be feasible. What are some methods that could be used to visualize this data?

• I wonder if you might be after some dimensionality reduction techniques like principal components analysis? – Russell Richie Oct 30 '16 at 0:27

You can load these variables to pandas dataframe and use dataframe.describe() for summary statistics.
You can use any but as per your data I would recommend you to go with Plotly , Seaborn or Bokeh. For chart-codes and description you can try- One Chart, Twelve Charting Libraries