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+--- Thread: Trying to loop through code to plot seaborn line plots across multiple subplots (/thread-38870.html)
Trying to loop through code to plot seaborn line plots across multiple subplots - eyavuz21 - Dec-05-2022
Hey all,
I am trying to loop through a dataframe 'out' and create a separate subplot for each group and level.
There are 35 groups and 5 levels, producing 175 plots in total.
I thus want to create 5 figures each with 35 subplots (7 rows and 5 columns).
However, when I try to do this with the code below, all of the subplots produced are empty.
I would be so grateful for a helping hand!
I have attached some example data below.
h = 0
l = 0
for j in range(0,len(individualoutliers)):
fig = plt.figure(figsize=(70,70))
fig,axes = plt.subplots(7,5)
for i in range(0,len(individualoutliers[j])):
individualoutliersnew = individualoutliers[j]
out = individualoutliersnew.loc[:, ["newID", "x", "y","level"]].apply(lambda x: pd.Series(x).explode())
while (int(h) < 6 & int(l) < 4):
for k,g in out.groupby("newID"):
globals()['interestingvariable'] = g
newframe = interestingvariable
sns.lineplot(data=newframe,x='x',y='y',ax=axes[int(h),int(l)])
axes[int(h),int(l)].set_xlabel('x-coordinate',labelpad = 40,fontsize=70,weight='bold')
axes[int(h),int(l)].set_ylabel('y-coordinate',labelpad = 40,fontsize=70,weight='bold')
plt.xticks(weight='bold',fontsize=60,rotation = 30)
plt.yticks(weight='bold',fontsize=60)
title = (newframe.iloc[0,0]+' '+'level'+' '+str(newframe.iloc[0,3]))
axes[int(h),int(l)].set_title(title,fontsize=70,pad=40,weight='bold')
h = int(h)+1
l = int(l)+1
dir_name = "/Users/macbook/Desktop/"
plt.rcParams["savefig.directory"] = os.chdir(os.path.dirname(dir_name))
plt.savefig('figure'+' '+str(j))
plt.show()out.head(10) newID x y level 24 610020 55 60 1 24 610020 55 60 1 24 610020 55 60 1 24 610020 60 60 1 24 610020 60 65 1 24 610020 60 65 1 24 610020 65 70 1 24 610020 70 70 1 24 610020 70 75 1 24 610020 75 75 1
newframe.head(10) newID x y level 3313 5d254d 55 60 1 3313 5d254d 55 60 1 3313 5d254d 55 60 1 3313 5d254d 60 60 1 3313 5d254d 60 65 1 3313 5d254d 60 65 1 3313 5d254d 65 65 1 3313 5d254d 65 70 1 3313 5d254d 70 75 1 3313 5d254d 75 75 1