In [1]:

    

import io
import pandas as pd

from bokeh.io import show, output_notebook
from bokeh.plotting import figure

output_notebook()


    

    






    

        
        Loading BokehJS ...
    






    

In [2]:

    

def make_plot(data):
    _df = pd.read_csv(io.StringIO(data))
    _df.sort(['temp', 'freq'], inplace=True)
    pallet_color = [
        "#999999", "#E69F00", "#56B4E9", "#009E73", "#F0E442", "#0072B2", "#D55E00", "#CC79A7"
    ]

    params = {
        'title': 'Chart',
        'width': 600, 'height': 400,
        'x_axis_label': 'X AXIS LABEL',
        'y_axis_label': 'Y AXIS LABEL',
        'x_axis_type': 'log',
        'y_axis_type': 'log'
    }
    p = figure(**params)

    df_key = sorted(set(_df.temp))
    for k, i in enumerate(df_key):
        df_graph = _df[_df.temp == i]
        p.line(
            df_graph['freq'], df_graph['x'], legend='%s X' % i, line_width=2,
            color=pallet_color[k]
        )
    return p


    

In [3]:

    

data_all = '''temp,freq,x
-10,30,20705
-10,10,19758
-10,3,18686
-10,1,17514
0,30,16983
0,10,15724
0,3,14292
0,1,12919
10,30,12309
10,10,10792
10,3,9149
10,1,7678
15,30,9845
15,10,8279
15,3,6638
15,1,5239
20,30,7501
20,10,5980
20,3,4469
20,1,3272
30,30,3704
30,10,2559
30,3,1636
30,1,1041
40,30,1440
40,10,879
40,3,511
40,1,319'''

show(make_plot(data_all))


    

    




/Users/caged/miniconda3/envs/bokeh_miscellany/lib/python3.5/site-packages/ipykernel/__main__.py:3: FutureWarning: sort(columns=....) is deprecated, use sort_values(by=.....)
  app.launch_new_instance()






    







    

        

    







    
Out[3]:




<Bokeh Notebook handle for In[3]>

In [4]:

    

data_fifteen = '''temp,freq,x
-10,30,20705
-10,10,19758
-10,3,18686
-10,1,17514
0,30,16983
0,10,15724
0,3,14292
0,1,12919
10,30,12309
10,10,10792
10,3,9149
10,1,7678
15,30,9845
15,10,8279
15,3,6638
15,1,5239
'''
show(make_plot(data_fifteen))


    

    




/Users/caged/miniconda3/envs/bokeh_miscellany/lib/python3.5/site-packages/ipykernel/__main__.py:3: FutureWarning: sort(columns=....) is deprecated, use sort_values(by=.....)
  app.launch_new_instance()






    







    

        

    







    
Out[4]:




<Bokeh Notebook handle for In[4]>

In [5]:

    

data_fifteen_ten_plus = '''temp,freq,x
-10,30,20705
-10,10,19758
0,30,16983
0,10,15724
10,30,12309
10,10,10792
15,30,9845
15,10,8279
'''
show(make_plot(data_fifteen_ten_plus))


    

    




/Users/caged/miniconda3/envs/bokeh_miscellany/lib/python3.5/site-packages/ipykernel/__main__.py:3: FutureWarning: sort(columns=....) is deprecated, use sort_values(by=.....)
  app.launch_new_instance()






    







    

        

    







    
Out[5]:




<Bokeh Notebook handle for In[5]>

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