I have a large pandas dataframe (15 columns, 770 rows) called no_autocorr and I want to plot all of the variables on a seaborn pair plot. Here is the .dtypes of my variables:
no_autocorr.dtypes
Year object
Month object
State object
Primary Mode object
Illnesses int64
Outbreak ID object
Strain object
Density (Pop./ mi2) int64
Landarea(mi2) int64
HDI (2017)[note 1] float64
Average High (F) int64
Length of Genome float64
%GC float64
tRNA Genes int64
%Protein Coding float64
dtype: object
When I run
import matplotlib.pyplot as plt
import seaborn as sns
sns.pairplot(no_autocorr, height=2.5, aspect=1)
I get the error:
ValueError: color kwarg must have one color per data set. 770 data sets and 1 colors were provided
An empty pair plot appears. I'm confused as to why I'm getting this error since I do not specify any color arguments. Is something wrong with my dataframe? Do I need to keep tweaking the height/aspect in order for the data to show?
