In [12]:

    

import matplotlib.pyplot as plt  # to start
import pandas as pd
import matplotlib.pyplot as plt
%matplotlib inline
plt.style.use('classic')

%load_ext autoreload
%autoreload 2

#plotting inside ipython
pd.options.display.max_rows = 999

import matplotlib.pyplot as plt
import matplotlib
matplotlib.style.use('ggplot')
%matplotlib nbagg


    

    




The autoreload extension is already loaded. To reload it, use:
  %reload_ext autoreload

In [13]:

    

df = pd.read_csv('rna_calc_rmsd_multi_targets_output.csv')


    

In [27]:

    

df2 = pd.melt(df, id_vars=['fn'])


    

In [32]:

    

df2


    

    
Out[32]:







  

    

      

      
fn
      
variable
      
value
    
  
  

    

      
0
      
21_3dRNA_1_rpr.pdb
      
21_solution_0_ChainA.pdb
      
12.17
    
    

      
1
      
21_Adamiak_1_rpr.pdb
      
21_solution_0_ChainA.pdb
      
4.64
    
    

      
2
      
21_ChenHighLig_1_rpr.pdb
      
21_solution_0_ChainA.pdb
      
4.01
    
    

      
3
      
21_Das_1_rpr.pdb
      
21_solution_0_ChainA.pdb
      
5.71
    
    

      
4
      
21_3dRNA_1_rpr.pdb
      
21_solution_0_ChainB.pdb
      
12.11
    
    

      
5
      
21_Adamiak_1_rpr.pdb
      
21_solution_0_ChainB.pdb
      
4.61
    
    

      
6
      
21_ChenHighLig_1_rpr.pdb
      
21_solution_0_ChainB.pdb
      
3.97
    
    

      
7
      
21_Das_1_rpr.pdb
      
21_solution_0_ChainB.pdb
      
5.60
    
    

      
8
      
21_3dRNA_1_rpr.pdb
      
21_solution_1_ChainA.pdb
      
12.17
    
    

      
9
      
21_Adamiak_1_rpr.pdb
      
21_solution_1_ChainA.pdb
      
4.64
    
    

      
10
      
21_ChenHighLig_1_rpr.pdb
      
21_solution_1_ChainA.pdb
      
4.01
    
    

      
11
      
21_Das_1_rpr.pdb
      
21_solution_1_ChainA.pdb
      
5.71
    
    

      
12
      
21_3dRNA_1_rpr.pdb
      
21_solution_1_ChainB.pdb
      
12.11
    
    

      
13
      
21_Adamiak_1_rpr.pdb
      
21_solution_1_ChainB.pdb
      
4.61
    
    

      
14
      
21_ChenHighLig_1_rpr.pdb
      
21_solution_1_ChainB.pdb
      
3.97
    
    

      
15
      
21_Das_1_rpr.pdb
      
21_solution_1_ChainB.pdb
      
5.60
    
    

      
16
      
21_3dRNA_1_rpr.pdb
      
21_solution_2.pdb
      
12.11
    
    

      
17
      
21_Adamiak_1_rpr.pdb
      
21_solution_2.pdb
      
4.64
    
    

      
18
      
21_ChenHighLig_1_rpr.pdb
      
21_solution_2.pdb
      
4.07
    
    

      
19
      
21_Das_1_rpr.pdb
      
21_solution_2.pdb
      
5.61
    
  

In [31]:

    

df2.plot.box()#x='fn', y='value')


    

    















    












    
Out[31]:





<matplotlib.axes._subplots.AxesSubplot at 0x1190401d0>

In [16]:

    

df.plot.box(x='fn')


    

    















    












    
Out[16]:





<matplotlib.axes._subplots.AxesSubplot at 0x1182e5790>