I am a beginner, so please bear with me. I make a violin plot with "five violins" but because of some reason, the last violin is not drawn and I get the error message:
/home/leo/anaconda3/lib/python3.6/site-packages/numpy/ma/core.py:4185: UserWarning: Warning: converting a masked element to nan.
I don't understand why I get this message because I didn't use a mask for any array. So what does it actually mean? Also some more warnings like:
Invalid value encountered in percentile
I guess it is just the ST_dist
what makes problems and I don't know why, because I do nothing different then in the other lists.
Here is my code:
import numpy as np
import matplotlib.pyplot as plt
CD_dist=[]
CC_dist=[]
IM_dist=[]
IC_dist=[]
ST_dist=[]
fig,(axes1,axes2) = plt.subplots(nrows=2,ncols=1,figsize=(10,20))
for t in range(0,len(D)):
for la in range(0,len(lat_reg)):
for lo in range(0,len(lon_reg1)):
if(reg_ran[t,la,lo]==1):
CD_dist.append(D[t,indlat,indlon])
elif(reg_ran[t,la,lo]==2):
CC_dist.append(D[t,indlat,indlon])
elif(reg_ran[t,la,lo]==3):
IM_dist.append(D[t,indlat,indlon])
elif(reg_ran[t,la,lo]==4):
IC_dist.append(D[t,indlat,indlon])
elif(reg_ran[t,la,lo]==5):
ST_dist.append(D[t,indlat,indlon])
elif(reg_ran[t,la,lo]==6):
ST_dist.append(D[t,indlat,indlon])
elif(reg_ran[t,la,lo]==7):
ST_dist.append(D[t,indlat,indlon])
elif(reg_ran[t,la,lo]==8):
ST_dist.append(D[t,indlat,indlon])
ST_dist=list(np.array(ST_dist).astype(np.float32))
dist=[CD_dist,CC_dist,IM_dist,IC_dist,ST_dist]
axes1.boxplot(dist)
axes2.violinplot(dist,showmeans=False,showmedians=True)
pfile.savefig()
plt.close()
I tried to mask the array and removed the masked values with the line ST_dist=list(np.array(ST_dist).astype(np.float32))
. But it does not work.
That's what the plot looks like up to now.
Have anyone an idea why ST_dist
is not plotted?