Roots

Timothy Helton
May 17, 2017

NOTE:
This notebook uses code found in the k2datascience.roots module. To execute all the cells do one of the following items:

Install the k2datascience package to the active Python interpreter.
Add k2datascience/k2datascience to the PYTHON_PATH system variable.
Create a link to the roots.py file in the same directory as this notebook.

Imports



In [1]:

    
from k2datascience import roots

from IPython.core.interactiveshell import InteractiveShell
InteractiveShell.ast_node_interactivity = "all"
%matplotlib inline

Load Data

US Zip Code Data

- NOTE: Data File uses ISO-8859-1 encoding, but may be converted to UTF-8 in the future.

</font>



In [2]:

    
roots = roots.Indeed()
roots.load_data()
roots.zip_code_data.shape
roots.zip_code_data.dtypes
roots.zip_code_data.head()
roots.zip_code_data.tail()









    Out[2]:





(33144, 3)






    Out[2]:





zip_code      object
latitude     float64
longitude    float64
dtype: object






    Out[2]:







  
    
      
      zip_code
      latitude
      longitude
    
  
  
    
      0
      00601
      18.180555
      -66.749961
    
    
      1
      00602
      18.361945
      -67.175597
    
    
      2
      00603
      18.455183
      -67.119887
    
    
      3
      00606
      18.158345
      -66.932911
    
    
      4
      00610
      18.295366
      -67.125135
    
  








    Out[2]:







  
    
      
      zip_code
      latitude
      longitude
    
  
  
    
      33139
      99923
      56.002315
      -130.041026
    
    
      33140
      99925
      55.550204
      -132.945933
    
    
      33141
      99926
      55.138352
      -131.470424
    
    
      33142
      99927
      56.239062
      -133.457924
    
    
      33143
      99929
      56.370751
      -131.693301

	zip_code	latitude	longitude
0	00601	18.180555	-66.749961
1	00602	18.361945	-67.175597
2	00603	18.455183	-67.119887
3	00606	18.158345	-66.932911
4	00610	18.295366	-67.125135

	zip_code	latitude	longitude
33139	99923	56.002315	-130.041026
33140	99925	55.550204	-132.945933
33141	99926	55.138352	-131.470424
33142	99927	56.239062	-133.457924
33143	99929	56.370751	-131.693301