In [9]:

    

'Pandas amd Vincent'
import pandas as pd
import numpy as np
from vincent import *

'Helpers'
import requests as req
import json


    

In [29]:

    

'Fetch some OpenData'
arrests = req.get('https://data.cityofnewyork.us/resource/d4uz-6jaw.json').text
data=json.loads(arrests)

df = pd.DataFrame(data)

stats = df['number_of_arrests'].astype(float).describe()


    

In [30]:

    

print df


    

    




  fiscal_year number_of_arrests
0        2010               526
1        2009               567
2        2008               751
3        2007               738
4        2006               654
5        2005               684
6        2004               628
7        2003               671
8        2002               576
9        2001               853

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