I want to plot labels "nutrition_grade_fr" in alphabetical orders with coulour-gradient in python.
Here is the code for my graph but it does not show the labels in alphabetical order nor with the corresponding hue:
import seaborn as sns
import matplotlib.pyplot as plt
df = nutri_app
for elem in ['energy_100g', 'sugars_100g','fat_100g','proteins_100g']:
#Create barplot
fig, ax = plt.subplots(figsize=(30,6))
sns.barplot(x="pnns_group1", y=elem, hue="nutrition_grade_fr", data=df)
#Add title
ax.set_title(f"nutriscore by categories related to {elem} quantity variable")
#Show plot
plt.show()
CodePudding user response:
You need to pandas.DataFrame.sort_values
and choose a color palette (e.g, Blues):
import seaborn as sns
import matplotlib.pyplot as plt
df = nutri_app.sort_values(by='nutrition_grade_fr') #ascending=True by default
for elem in ['energy_100g', 'sugars_100g','fat_100g','proteins_100g']:
#Create barplot
fig, ax = plt.subplots(figsize=(30,6))
sns.barplot(x="pnns_group1", y=elem, hue="nutrition_grade_fr", data=df, palette='Blues')
#Add title
ax.set_title(f"nutriscore by categories related to {elem} quantity variable")
#Show plot
plt.show();