Python Seaborn: how to plot all columns and use index as hue?

I have a dataframe that looks like this:

index	9	1	8	3	7	6	2	5	0	4
0	32941	3545	2829	2423	1945	1834	1213	1205	1096	969
1	24352	2738	2666	2432	1388	7937	682	3539	2705	1561
2	2137	1271	2401	540	3906	1446	3432	24855	1885	8127

I want to use barplot to plot these values, and use the index as hue. How can I do that? It can be matplotlib or seaborn or any tool, but I prefer the first two.

Answer

use:

df = df.melt(id_vars='index')
sns.barplot(x = 'variable', y = 'value' , data = df, hue = 'index' )

OUTPUT:

NOTE: If you wanna add the values on the top of each bar use:

plt.figure(figsize = (20,8))

ax = sns.barplot(x = 'variable', y = 'value' , data = df, hue = 'index' )

for p in ax.patches:
    height = p.get_height()
    ax.text(p.get_x()+p.get_width()/2., height + 300, int(height) , ha="center", fontsize= 'small')

OUTPUT: