import os
import json
os.chdir("F:\\pydata-book-master\\ch02")
path='usagov_bitly_data2012-03-16-1331923249.txt'
open(path).readline()
records=[json.loads(line) for line in open(path) ]
time_zones=[rec['tz'] for rec in records if 'tz' in rec]


# method1
def get_counts(sequence):
    counts={}
    for x in sequence:
        if x in counts:
            print(x)
            print(counts)
            counts[x]+=1
        else:
            counts[x]=1
    return counts

#######################################

# method2
from collections import defaultdict
def get_counts2(sequence):
    counts=defaultdict(int)
    for x in sequence:
        counts[x]+=1
    return counts
print(get_counts2(time_zones))
##########################################


# method3
from collections import defaultdict
def get_counts2(sequence):
    counts={}
    for x in sequence:
        counts[x]+=1
    return counts
print(get_counts2(time_zones))

##########################################

# method4
from collections import Counter
counts=Counter(time_zones)
print(counts)


# error of method3

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
<ipython-input-7-cce65f8fc4d0> in <module>()
     40         counts[x]+=1
     41     return counts
---> 42 print(get_counts2(time_zones))
     43 
     44 ##########################################

<ipython-input-7-cce65f8fc4d0> in get_counts2(sequence)
     38     counts={}
     39     for x in sequence:
---> 40         counts[x]+=1
     41     return counts
     42 print(get_counts2(time_zones))

KeyError: 'America/New_York'