I have my two graphs on top of each other and I would like to put them next to each other but I don't know how to do it?

code :

import pandas as pd 
import matplotlib.pyplot as plt
import seaborn as sns
sns.set_theme(style="whitegrid")
boxenplot_graph = sns.boxenplot(x=expeditions["nbre_members"], color = "r")
boxenplot_graph2 = sns.boxenplot(x=expeditions["hired_staff"],color = "b")
plt.xlabel("Nombre de members/hired_staff")
plt.title("Répartition du nombre de membres/hired_staff")
#plt.gca().legend(('membres', 'morts'))
plt.legend(["members", "hired_staff"],['rouge', 'bleu'])

CodePudding user response：

• Convert the columns to a long form with

  Given a 3rd column

  • This option uses a 3rd column for hue=

  # melt columns and have an id variable
  dfm = tips[['total_bill', 'tip', 'smoker']].melt(id_vars='smoker')
  
  # display(dfm.head(3))
    smoker    variable  value
  0     No  total_bill  16.99
  1     No  total_bill  10.34
  2     No  total_bill  21.01
  
  # plot
  fig, ax = plt.subplots(figsize=(6, 4))
  p = sns.boxenplot(data=dfm, x='value', y='variable', hue='smoker', ax=ax)
  p.set(ylabel='My yLabel', xlabel='My xLabel')
  plt.show()
  

  

  CodePudding user response：

  use subplots if you had two different datasets expeditions1 and expeditions2

  import pandas as pd 
  import matplotlib.pyplot as plt
  import seaborn as sns
  expeditions1=np.random.random_integers(1, 100, size=500)
  expeditions2=np.random.random_integers(1, 1000, size=500)
  sns.set_theme(style="whitegrid")
  fig,ax=plt.subplots(2,figsize=(10,10))
  boxenplot_graph = sns.boxenplot(y=expeditions1, color = "r",ax=ax[0])
  ax[0].set_title("One boxenplot")
  boxenplot_graph2 = sns.boxenplot(y=expeditions2,color = "b",ax=ax[1])
  plt.xlabel("hired staff")
  ax[1].set_title("Two boxenplot")
  #plt.gca().legend(('membres', 'morts'))
  plt.legend(["members", "hired_staff"],['rouge', 'bleu'])