Python outside Jupyter notebook¶

Karën Fort (CC BY-NC-SA) -- 2024

Adapted by Fanny Ducel

Some resources if you want to practice with exercises similar to last week's TD¶

  • https://www.w3schools.com/python/python_exercises.asp (choose the notions we already covered together)
  • https://inprogrammer.com/wp-content/uploads/2023/02/Workbook-with-Questions-Solutions-and-Projects_Learn-Coding-Fast-Workbook-1-Chan-Jamie_Publishing-LCF-Python-Workbook_-Learn-Python-in-one-day-and-Learn-It-Well.pdf
  • https://diveintopython3.net/ (more advanced)

This notebook corresponds to your sixth lecture and covers:

  • Python outside Jupyter notebook
  • modules
  • complexity

It is inspired from different sources:

  • W3School tutorial
  • GeeksForGeeks

Python in command line¶

⚠️ The code is not saved.

However, it can be useful when you just want to run a few lines of code (for example to remember what it does/how it works) without having to open a notebook or create a file

drawing

Python in a text file¶

🥳 Without an IDE. Let's go!

  • open a text file with a good text editor (i.e. not notepad), like Gedit, Atom or SublimeText
  • write the above code and save the file somewhere as my_file.py
  • open a terminal, reach the file directory using the cd (change directory) command
  • run the script with: python my_file.py

Python using an IDE (integrated development environment)¶

You can also install an IDE. Among the most popular:

  • PyCharm
  • VSCode
  • Spyder
  • Thonny (for beginners)

More information here.

Good Practices¶

Your code should be properly documented. If you don't do it for others, do it for you!

It should minimally include a header:

In [1]:
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# Created By: Karën Fort

"""\
This script prints the content of a list

Usage: myscript.py
"""

my_list = ["titi","tata","toto"]

for t in my_list:
    print(t)

titi
tata
toto

Modules¶

A module is a .py file containing code that is related, i.e. that forms a consistent set. It mainly includes functions and classes (we'll see them later), but it can also include variables.

To use a module, we simply import it (yes, that's what we've done lots of times!).

In order to be found by Python, the module file should be saved in the current directory (easy) or the path to its directory should be added to the PYTHONPATH variable.

You can use your own Python files as modules to call them in new files:

In [1]:
import TextAnalysis

print(TextAnalysis.CountWordsFile("80jours50l.txt"))

2920
In [2]:
from TextAnalysis import CountWordsFile

print(CountWordsFile("80jours50l.txt"))

2920

🥳 What do you think you're doing when you do:

In [2]:
import turtle as tl

🥳 What do you think you're doing when you do:

In [3]:
from turtle import *

It's not a good idead to import everything. Instead, import only what's needed:

In [5]:
from turtle import shape, forward, left

t = Turtle()
t.shape("turtle")

t.forward(100)
t.left(90)
t.forward(100)
t.left(90)
t.forward(100)
t.left(90)
t.forward(100)
t.left(90)

mainloop()

First batch of useful modules/libraries¶

We already encountered some:¶

  • math, random, glob, sys

We'll discover new ones:¶

  • JSON, string, time

math¶

https://docs.python.org/3/library/math.html

Some useful functions (among dozens of possible mathematical operations):

In [14]:
import math
print(math.pi)
print(math.pow(3,2))
print(math.cos(12))
print(math.fsum([3,20,4])) #also works with tuples

3.141592653589793
9.0
0.8438539587324921
27.0

random¶

https://www.w3schools.com/python/module_random.asp

🥳 Guess what the following functions do

In [ ]:
import random
random.seed(42)
print(random.random())
print(random.randint(3,80))

students = ["Melina", "Arthur", "Loïc", "Charlotte", "Louis", "Benjamin", "Elma", "Élise", "Maïwenn"]
random.shuffle(students)
print(students)
print(random.sample(students, 2))
print(random.choice(students))
print(random.choices(students))

glob¶

In [46]:
import glob
my_files = glob.glob("*.py")
print(my_files)

for file in glob.glob("M1_Python*"):
    print(file)

['TextAnalysis.py', 'Using80j.py']
M1_Python4Beg_Lecture0_FirstSteps.ipynb
M1_Python4Beg_Lecture2_ListsTuplesSetsFiles.ipynb
M1_Python4Beg_Lecture7_Objects.ipynb
M1_Python4Beg_Lecture0_FirstSteps.html
M1_Python4Beg_Lecture4_Recap.html
M1_Python4Beg_Lecture3_DicoFunctions.ipynb
M1_Python4Beg_Lecture3_DicoFunctions.slides.html
M1_Python4Beg_Lecture2_ListsTuplesSetsFiles.slides.html
M1_Python4Beg_Lecture4_Recap.ipynb
M1_Python4Beg_Lecture2_ListsTuplesSetsFiles.html
M1_Python4Beg_Lecture5_OutsideNotebookModules.html
M1_Python4Beg_Lecture1_StringsControlLoop.ipynb
M1_Python4Beg_Lecture3_DicoFunctions.html
M1_Python4Beg_Lecture6_UsefulLibraries.ipynb
M1_Python4Beg_Lecture1_StringsControlLoop.html
M1_Python4Beg_Lecture5_OutsideNotebookModules.ipynb
M1_Python4Beg_Lecture1_StringsControlLoop.slides.html
M1_Python4Beg_Lecture4_RecapQuiz.ipynb

sys¶

https://www.geeksforgeeks.org/python-sys-module/

In [43]:
import sys
print(sys.version)
print(sys.path)
# From previous url: "This code will print the system paths that Python uses to search for modules. The sys.path list contains the directories that Python will search for modules when it imports them."

3.11.9 (main, Apr 19 2024, 16:48:06) [GCC 11.2.0]
['/home/ducel/anaconda3/envs/rise/lib/python311.zip', '/home/ducel/anaconda3/envs/rise/lib/python3.11', '/home/ducel/anaconda3/envs/rise/lib/python3.11/lib-dynload', '', '/home/ducel/anaconda3/envs/rise/lib/python3.11/site-packages']
In [ ]:
age = 17
if age < 18: 
    sys.exit("Age less than 18")
else: 
    print("Age is not less than 18")

JSON¶

The JSON library allows to read/write/access JSON files easily.

JSON stands for JavaScript Object Notation, but it's used in many other languages than JavaScript.

It is especially useful to read and write dictionaries in files.

In [20]:
import json

my_json_as_string = '''
{
    "people":[
        {
        "name":"Patrick Abada",
        "country":"France",
        "had_medals":false
        },
        {
        "name":"Christine Jacoba Aaftink",
        "country":"Netherlands",
        "had_medals":false
        }
     ]
}
'''

data = json.loads(my_json_as_string)  # loads a string vs load, which loads a file

print(type(data))                     # data is a Python  dictionary
print(data["people"])

print(data)                           # Note the change in false vs False

for person in data["people"]:
    print(person["name"])

<class 'dict'>
[{'name': 'Patrick Abada', 'country': 'France', 'had_medals': False}, {'name': 'Christine Jacoba Aaftink', 'country': 'Netherlands', 'had_medals': False}]
{'people': [{'name': 'Patrick Abada', 'country': 'France', 'had_medals': False}, {'name': 'Christine Jacoba Aaftink', 'country': 'Netherlands', 'had_medals': False}]}
Patrick Abada
Christine Jacoba Aaftink
Python JSON
dict Object
list Array
tuple Array
str String
int Number
float Number
True true
False false
None null
In [19]:
import json

my_json_as_string = '''
{
    "people":[
        {
        "name":"Patrick Abada",
        "country":"France",
        "had_medals":false
        },
        {
        "name":"Christine Jacoba Aaftink",
        "country":"Netherlands",
        "had_medals":false
        }
     ]
}
'''

data = json.loads(my_json_as_string)

for person in data["people"]:
    del person["had_medals"]
    print(person)

new_json = json.dumps(data, indent = 2)

print(new_json)

{'name': 'Patrick Abada', 'country': 'France'}
{'name': 'Christine Jacoba Aaftink', 'country': 'Netherlands'}
{
  "people": [
    {
      "name": "Patrick Abada",
      "country": "France"
    },
    {
      "name": "Christine Jacoba Aaftink",
      "country": "Netherlands"
    }
  ]
}
In [33]:
import json

with open("states_titlecase.json") as f:
    data = json.load(f)
   # print(data)

for state in data["states"]:
    #print(data)
    del state["abbreviation"]
    print(data)

with open("new_states.json","w") as f:
    json.dump(data,f, indent=2)        

{'states': [{'name': 'Alabama'}, {'name': 'Alaska', 'abbreviation': 'AK'}, {'name': 'American Samoa', 'abbreviation': 'AS'}, {'name': 'Arizona', 'abbreviation': 'AZ'}, {'name': 'Arkansas', 'abbreviation': 'AR'}, {'name': 'California', 'abbreviation': 'CA'}, {'name': 'Colorado', 'abbreviation': 'CO'}, {'name': 'Connecticut', 'abbreviation': 'CT'}, {'name': 'Delaware', 'abbreviation': 'DE'}, {'name': 'District Of Columbia', 'abbreviation': 'DC'}, {'name': 'Federated States Of Micronesia', 'abbreviation': 'FM'}, {'name': 'Florida', 'abbreviation': 'FL'}, {'name': 'Georgia', 'abbreviation': 'GA'}, {'name': 'Guam', 'abbreviation': 'GU'}, {'name': 'Hawaii', 'abbreviation': 'HI'}, {'name': 'Idaho', 'abbreviation': 'ID'}, {'name': 'Illinois', 'abbreviation': 'IL'}, {'name': 'Indiana', 'abbreviation': 'IN'}, {'name': 'Iowa', 'abbreviation': 'IA'}, {'name': 'Kansas', 'abbreviation': 'KS'}, {'name': 'Kentucky', 'abbreviation': 'KY'}, {'name': 'Louisiana', 'abbreviation': 'LA'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa', 'abbreviation': 'AS'}, {'name': 'Arizona', 'abbreviation': 'AZ'}, {'name': 'Arkansas', 'abbreviation': 'AR'}, {'name': 'California', 'abbreviation': 'CA'}, {'name': 'Colorado', 'abbreviation': 'CO'}, {'name': 'Connecticut', 'abbreviation': 'CT'}, {'name': 'Delaware', 'abbreviation': 'DE'}, {'name': 'District Of Columbia', 'abbreviation': 'DC'}, {'name': 'Federated States Of Micronesia', 'abbreviation': 'FM'}, {'name': 'Florida', 'abbreviation': 'FL'}, {'name': 'Georgia', 'abbreviation': 'GA'}, {'name': 'Guam', 'abbreviation': 'GU'}, {'name': 'Hawaii', 'abbreviation': 'HI'}, {'name': 'Idaho', 'abbreviation': 'ID'}, {'name': 'Illinois', 'abbreviation': 'IL'}, {'name': 'Indiana', 'abbreviation': 'IN'}, {'name': 'Iowa', 'abbreviation': 'IA'}, {'name': 'Kansas', 'abbreviation': 'KS'}, {'name': 'Kentucky', 'abbreviation': 'KY'}, {'name': 'Louisiana', 'abbreviation': 'LA'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona', 'abbreviation': 'AZ'}, {'name': 'Arkansas', 'abbreviation': 'AR'}, {'name': 'California', 'abbreviation': 'CA'}, {'name': 'Colorado', 'abbreviation': 'CO'}, {'name': 'Connecticut', 'abbreviation': 'CT'}, {'name': 'Delaware', 'abbreviation': 'DE'}, {'name': 'District Of Columbia', 'abbreviation': 'DC'}, {'name': 'Federated States Of Micronesia', 'abbreviation': 'FM'}, {'name': 'Florida', 'abbreviation': 'FL'}, {'name': 'Georgia', 'abbreviation': 'GA'}, {'name': 'Guam', 'abbreviation': 'GU'}, {'name': 'Hawaii', 'abbreviation': 'HI'}, {'name': 'Idaho', 'abbreviation': 'ID'}, {'name': 'Illinois', 'abbreviation': 'IL'}, {'name': 'Indiana', 'abbreviation': 'IN'}, {'name': 'Iowa', 'abbreviation': 'IA'}, {'name': 'Kansas', 'abbreviation': 'KS'}, {'name': 'Kentucky', 'abbreviation': 'KY'}, {'name': 'Louisiana', 'abbreviation': 'LA'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas', 'abbreviation': 'AR'}, {'name': 'California', 'abbreviation': 'CA'}, {'name': 'Colorado', 'abbreviation': 'CO'}, {'name': 'Connecticut', 'abbreviation': 'CT'}, {'name': 'Delaware', 'abbreviation': 'DE'}, {'name': 'District Of Columbia', 'abbreviation': 'DC'}, {'name': 'Federated States Of Micronesia', 'abbreviation': 'FM'}, {'name': 'Florida', 'abbreviation': 'FL'}, {'name': 'Georgia', 'abbreviation': 'GA'}, {'name': 'Guam', 'abbreviation': 'GU'}, {'name': 'Hawaii', 'abbreviation': 'HI'}, {'name': 'Idaho', 'abbreviation': 'ID'}, {'name': 'Illinois', 'abbreviation': 'IL'}, {'name': 'Indiana', 'abbreviation': 'IN'}, {'name': 'Iowa', 'abbreviation': 'IA'}, {'name': 'Kansas', 'abbreviation': 'KS'}, {'name': 'Kentucky', 'abbreviation': 'KY'}, {'name': 'Louisiana', 'abbreviation': 'LA'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California', 'abbreviation': 'CA'}, {'name': 'Colorado', 'abbreviation': 'CO'}, {'name': 'Connecticut', 'abbreviation': 'CT'}, {'name': 'Delaware', 'abbreviation': 'DE'}, {'name': 'District Of Columbia', 'abbreviation': 'DC'}, {'name': 'Federated States Of Micronesia', 'abbreviation': 'FM'}, {'name': 'Florida', 'abbreviation': 'FL'}, {'name': 'Georgia', 'abbreviation': 'GA'}, {'name': 'Guam', 'abbreviation': 'GU'}, {'name': 'Hawaii', 'abbreviation': 'HI'}, {'name': 'Idaho', 'abbreviation': 'ID'}, {'name': 'Illinois', 'abbreviation': 'IL'}, {'name': 'Indiana', 'abbreviation': 'IN'}, {'name': 'Iowa', 'abbreviation': 'IA'}, {'name': 'Kansas', 'abbreviation': 'KS'}, {'name': 'Kentucky', 'abbreviation': 'KY'}, {'name': 'Louisiana', 'abbreviation': 'LA'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado', 'abbreviation': 'CO'}, {'name': 'Connecticut', 'abbreviation': 'CT'}, {'name': 'Delaware', 'abbreviation': 'DE'}, {'name': 'District Of Columbia', 'abbreviation': 'DC'}, {'name': 'Federated States Of Micronesia', 'abbreviation': 'FM'}, {'name': 'Florida', 'abbreviation': 'FL'}, {'name': 'Georgia', 'abbreviation': 'GA'}, {'name': 'Guam', 'abbreviation': 'GU'}, {'name': 'Hawaii', 'abbreviation': 'HI'}, {'name': 'Idaho', 'abbreviation': 'ID'}, {'name': 'Illinois', 'abbreviation': 'IL'}, {'name': 'Indiana', 'abbreviation': 'IN'}, {'name': 'Iowa', 'abbreviation': 'IA'}, {'name': 'Kansas', 'abbreviation': 'KS'}, {'name': 'Kentucky', 'abbreviation': 'KY'}, {'name': 'Louisiana', 'abbreviation': 'LA'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut', 'abbreviation': 'CT'}, {'name': 'Delaware', 'abbreviation': 'DE'}, {'name': 'District Of Columbia', 'abbreviation': 'DC'}, {'name': 'Federated States Of Micronesia', 'abbreviation': 'FM'}, {'name': 'Florida', 'abbreviation': 'FL'}, {'name': 'Georgia', 'abbreviation': 'GA'}, {'name': 'Guam', 'abbreviation': 'GU'}, {'name': 'Hawaii', 'abbreviation': 'HI'}, {'name': 'Idaho', 'abbreviation': 'ID'}, {'name': 'Illinois', 'abbreviation': 'IL'}, {'name': 'Indiana', 'abbreviation': 'IN'}, {'name': 'Iowa', 'abbreviation': 'IA'}, {'name': 'Kansas', 'abbreviation': 'KS'}, {'name': 'Kentucky', 'abbreviation': 'KY'}, {'name': 'Louisiana', 'abbreviation': 'LA'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware', 'abbreviation': 'DE'}, {'name': 'District Of Columbia', 'abbreviation': 'DC'}, {'name': 'Federated States Of Micronesia', 'abbreviation': 'FM'}, {'name': 'Florida', 'abbreviation': 'FL'}, {'name': 'Georgia', 'abbreviation': 'GA'}, {'name': 'Guam', 'abbreviation': 'GU'}, {'name': 'Hawaii', 'abbreviation': 'HI'}, {'name': 'Idaho', 'abbreviation': 'ID'}, {'name': 'Illinois', 'abbreviation': 'IL'}, {'name': 'Indiana', 'abbreviation': 'IN'}, {'name': 'Iowa', 'abbreviation': 'IA'}, {'name': 'Kansas', 'abbreviation': 'KS'}, {'name': 'Kentucky', 'abbreviation': 'KY'}, {'name': 'Louisiana', 'abbreviation': 'LA'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia', 'abbreviation': 'DC'}, {'name': 'Federated States Of Micronesia', 'abbreviation': 'FM'}, {'name': 'Florida', 'abbreviation': 'FL'}, {'name': 'Georgia', 'abbreviation': 'GA'}, {'name': 'Guam', 'abbreviation': 'GU'}, {'name': 'Hawaii', 'abbreviation': 'HI'}, {'name': 'Idaho', 'abbreviation': 'ID'}, {'name': 'Illinois', 'abbreviation': 'IL'}, {'name': 'Indiana', 'abbreviation': 'IN'}, {'name': 'Iowa', 'abbreviation': 'IA'}, {'name': 'Kansas', 'abbreviation': 'KS'}, {'name': 'Kentucky', 'abbreviation': 'KY'}, {'name': 'Louisiana', 'abbreviation': 'LA'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia', 'abbreviation': 'FM'}, {'name': 'Florida', 'abbreviation': 'FL'}, {'name': 'Georgia', 'abbreviation': 'GA'}, {'name': 'Guam', 'abbreviation': 'GU'}, {'name': 'Hawaii', 'abbreviation': 'HI'}, {'name': 'Idaho', 'abbreviation': 'ID'}, {'name': 'Illinois', 'abbreviation': 'IL'}, {'name': 'Indiana', 'abbreviation': 'IN'}, {'name': 'Iowa', 'abbreviation': 'IA'}, {'name': 'Kansas', 'abbreviation': 'KS'}, {'name': 'Kentucky', 'abbreviation': 'KY'}, {'name': 'Louisiana', 'abbreviation': 'LA'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida', 'abbreviation': 'FL'}, {'name': 'Georgia', 'abbreviation': 'GA'}, {'name': 'Guam', 'abbreviation': 'GU'}, {'name': 'Hawaii', 'abbreviation': 'HI'}, {'name': 'Idaho', 'abbreviation': 'ID'}, {'name': 'Illinois', 'abbreviation': 'IL'}, {'name': 'Indiana', 'abbreviation': 'IN'}, {'name': 'Iowa', 'abbreviation': 'IA'}, {'name': 'Kansas', 'abbreviation': 'KS'}, {'name': 'Kentucky', 'abbreviation': 'KY'}, {'name': 'Louisiana', 'abbreviation': 'LA'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia', 'abbreviation': 'GA'}, {'name': 'Guam', 'abbreviation': 'GU'}, {'name': 'Hawaii', 'abbreviation': 'HI'}, {'name': 'Idaho', 'abbreviation': 'ID'}, {'name': 'Illinois', 'abbreviation': 'IL'}, {'name': 'Indiana', 'abbreviation': 'IN'}, {'name': 'Iowa', 'abbreviation': 'IA'}, {'name': 'Kansas', 'abbreviation': 'KS'}, {'name': 'Kentucky', 'abbreviation': 'KY'}, {'name': 'Louisiana', 'abbreviation': 'LA'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam', 'abbreviation': 'GU'}, {'name': 'Hawaii', 'abbreviation': 'HI'}, {'name': 'Idaho', 'abbreviation': 'ID'}, {'name': 'Illinois', 'abbreviation': 'IL'}, {'name': 'Indiana', 'abbreviation': 'IN'}, {'name': 'Iowa', 'abbreviation': 'IA'}, {'name': 'Kansas', 'abbreviation': 'KS'}, {'name': 'Kentucky', 'abbreviation': 'KY'}, {'name': 'Louisiana', 'abbreviation': 'LA'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii', 'abbreviation': 'HI'}, {'name': 'Idaho', 'abbreviation': 'ID'}, {'name': 'Illinois', 'abbreviation': 'IL'}, {'name': 'Indiana', 'abbreviation': 'IN'}, {'name': 'Iowa', 'abbreviation': 'IA'}, {'name': 'Kansas', 'abbreviation': 'KS'}, {'name': 'Kentucky', 'abbreviation': 'KY'}, {'name': 'Louisiana', 'abbreviation': 'LA'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho', 'abbreviation': 'ID'}, {'name': 'Illinois', 'abbreviation': 'IL'}, {'name': 'Indiana', 'abbreviation': 'IN'}, {'name': 'Iowa', 'abbreviation': 'IA'}, {'name': 'Kansas', 'abbreviation': 'KS'}, {'name': 'Kentucky', 'abbreviation': 'KY'}, {'name': 'Louisiana', 'abbreviation': 'LA'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois', 'abbreviation': 'IL'}, {'name': 'Indiana', 'abbreviation': 'IN'}, {'name': 'Iowa', 'abbreviation': 'IA'}, {'name': 'Kansas', 'abbreviation': 'KS'}, {'name': 'Kentucky', 'abbreviation': 'KY'}, {'name': 'Louisiana', 'abbreviation': 'LA'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana', 'abbreviation': 'IN'}, {'name': 'Iowa', 'abbreviation': 'IA'}, {'name': 'Kansas', 'abbreviation': 'KS'}, {'name': 'Kentucky', 'abbreviation': 'KY'}, {'name': 'Louisiana', 'abbreviation': 'LA'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa', 'abbreviation': 'IA'}, {'name': 'Kansas', 'abbreviation': 'KS'}, {'name': 'Kentucky', 'abbreviation': 'KY'}, {'name': 'Louisiana', 'abbreviation': 'LA'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas', 'abbreviation': 'KS'}, {'name': 'Kentucky', 'abbreviation': 'KY'}, {'name': 'Louisiana', 'abbreviation': 'LA'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky', 'abbreviation': 'KY'}, {'name': 'Louisiana', 'abbreviation': 'LA'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana', 'abbreviation': 'LA'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine', 'abbreviation': 'ME'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands', 'abbreviation': 'MH'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland', 'abbreviation': 'MD'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts', 'abbreviation': 'MA'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan', 'abbreviation': 'MI'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota', 'abbreviation': 'MN'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi', 'abbreviation': 'MS'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri', 'abbreviation': 'MO'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana', 'abbreviation': 'MT'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska', 'abbreviation': 'NE'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada', 'abbreviation': 'NV'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire', 'abbreviation': 'NH'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey', 'abbreviation': 'NJ'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico', 'abbreviation': 'NM'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York', 'abbreviation': 'NY'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina', 'abbreviation': 'NC'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota', 'abbreviation': 'ND'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota'}, {'name': 'Northern Mariana Islands', 'abbreviation': 'MP'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota'}, {'name': 'Northern Mariana Islands'}, {'name': 'Ohio', 'abbreviation': 'OH'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota'}, {'name': 'Northern Mariana Islands'}, {'name': 'Ohio'}, {'name': 'Oklahoma', 'abbreviation': 'OK'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota'}, {'name': 'Northern Mariana Islands'}, {'name': 'Ohio'}, {'name': 'Oklahoma'}, {'name': 'Oregon', 'abbreviation': 'OR'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota'}, {'name': 'Northern Mariana Islands'}, {'name': 'Ohio'}, {'name': 'Oklahoma'}, {'name': 'Oregon'}, {'name': 'Palau', 'abbreviation': 'PW'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota'}, {'name': 'Northern Mariana Islands'}, {'name': 'Ohio'}, {'name': 'Oklahoma'}, {'name': 'Oregon'}, {'name': 'Palau'}, {'name': 'Pennsylvania', 'abbreviation': 'PA'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota'}, {'name': 'Northern Mariana Islands'}, {'name': 'Ohio'}, {'name': 'Oklahoma'}, {'name': 'Oregon'}, {'name': 'Palau'}, {'name': 'Pennsylvania'}, {'name': 'Puerto Rico', 'abbreviation': 'PR'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota'}, {'name': 'Northern Mariana Islands'}, {'name': 'Ohio'}, {'name': 'Oklahoma'}, {'name': 'Oregon'}, {'name': 'Palau'}, {'name': 'Pennsylvania'}, {'name': 'Puerto Rico'}, {'name': 'Rhode Island', 'abbreviation': 'RI'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota'}, {'name': 'Northern Mariana Islands'}, {'name': 'Ohio'}, {'name': 'Oklahoma'}, {'name': 'Oregon'}, {'name': 'Palau'}, {'name': 'Pennsylvania'}, {'name': 'Puerto Rico'}, {'name': 'Rhode Island'}, {'name': 'South Carolina', 'abbreviation': 'SC'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota'}, {'name': 'Northern Mariana Islands'}, {'name': 'Ohio'}, {'name': 'Oklahoma'}, {'name': 'Oregon'}, {'name': 'Palau'}, {'name': 'Pennsylvania'}, {'name': 'Puerto Rico'}, {'name': 'Rhode Island'}, {'name': 'South Carolina'}, {'name': 'South Dakota', 'abbreviation': 'SD'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota'}, {'name': 'Northern Mariana Islands'}, {'name': 'Ohio'}, {'name': 'Oklahoma'}, {'name': 'Oregon'}, {'name': 'Palau'}, {'name': 'Pennsylvania'}, {'name': 'Puerto Rico'}, {'name': 'Rhode Island'}, {'name': 'South Carolina'}, {'name': 'South Dakota'}, {'name': 'Tennessee', 'abbreviation': 'TN'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota'}, {'name': 'Northern Mariana Islands'}, {'name': 'Ohio'}, {'name': 'Oklahoma'}, {'name': 'Oregon'}, {'name': 'Palau'}, {'name': 'Pennsylvania'}, {'name': 'Puerto Rico'}, {'name': 'Rhode Island'}, {'name': 'South Carolina'}, {'name': 'South Dakota'}, {'name': 'Tennessee'}, {'name': 'Texas', 'abbreviation': 'TX'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota'}, {'name': 'Northern Mariana Islands'}, {'name': 'Ohio'}, {'name': 'Oklahoma'}, {'name': 'Oregon'}, {'name': 'Palau'}, {'name': 'Pennsylvania'}, {'name': 'Puerto Rico'}, {'name': 'Rhode Island'}, {'name': 'South Carolina'}, {'name': 'South Dakota'}, {'name': 'Tennessee'}, {'name': 'Texas'}, {'name': 'Utah', 'abbreviation': 'UT'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota'}, {'name': 'Northern Mariana Islands'}, {'name': 'Ohio'}, {'name': 'Oklahoma'}, {'name': 'Oregon'}, {'name': 'Palau'}, {'name': 'Pennsylvania'}, {'name': 'Puerto Rico'}, {'name': 'Rhode Island'}, {'name': 'South Carolina'}, {'name': 'South Dakota'}, {'name': 'Tennessee'}, {'name': 'Texas'}, {'name': 'Utah'}, {'name': 'Vermont', 'abbreviation': 'VT'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota'}, {'name': 'Northern Mariana Islands'}, {'name': 'Ohio'}, {'name': 'Oklahoma'}, {'name': 'Oregon'}, {'name': 'Palau'}, {'name': 'Pennsylvania'}, {'name': 'Puerto Rico'}, {'name': 'Rhode Island'}, {'name': 'South Carolina'}, {'name': 'South Dakota'}, {'name': 'Tennessee'}, {'name': 'Texas'}, {'name': 'Utah'}, {'name': 'Vermont'}, {'name': 'Virgin Islands', 'abbreviation': 'VI'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota'}, {'name': 'Northern Mariana Islands'}, {'name': 'Ohio'}, {'name': 'Oklahoma'}, {'name': 'Oregon'}, {'name': 'Palau'}, {'name': 'Pennsylvania'}, {'name': 'Puerto Rico'}, {'name': 'Rhode Island'}, {'name': 'South Carolina'}, {'name': 'South Dakota'}, {'name': 'Tennessee'}, {'name': 'Texas'}, {'name': 'Utah'}, {'name': 'Vermont'}, {'name': 'Virgin Islands'}, {'name': 'Virginia', 'abbreviation': 'VA'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota'}, {'name': 'Northern Mariana Islands'}, {'name': 'Ohio'}, {'name': 'Oklahoma'}, {'name': 'Oregon'}, {'name': 'Palau'}, {'name': 'Pennsylvania'}, {'name': 'Puerto Rico'}, {'name': 'Rhode Island'}, {'name': 'South Carolina'}, {'name': 'South Dakota'}, {'name': 'Tennessee'}, {'name': 'Texas'}, {'name': 'Utah'}, {'name': 'Vermont'}, {'name': 'Virgin Islands'}, {'name': 'Virginia'}, {'name': 'Washington', 'abbreviation': 'WA'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota'}, {'name': 'Northern Mariana Islands'}, {'name': 'Ohio'}, {'name': 'Oklahoma'}, {'name': 'Oregon'}, {'name': 'Palau'}, {'name': 'Pennsylvania'}, {'name': 'Puerto Rico'}, {'name': 'Rhode Island'}, {'name': 'South Carolina'}, {'name': 'South Dakota'}, {'name': 'Tennessee'}, {'name': 'Texas'}, {'name': 'Utah'}, {'name': 'Vermont'}, {'name': 'Virgin Islands'}, {'name': 'Virginia'}, {'name': 'Washington'}, {'name': 'West Virginia', 'abbreviation': 'WV'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota'}, {'name': 'Northern Mariana Islands'}, {'name': 'Ohio'}, {'name': 'Oklahoma'}, {'name': 'Oregon'}, {'name': 'Palau'}, {'name': 'Pennsylvania'}, {'name': 'Puerto Rico'}, {'name': 'Rhode Island'}, {'name': 'South Carolina'}, {'name': 'South Dakota'}, {'name': 'Tennessee'}, {'name': 'Texas'}, {'name': 'Utah'}, {'name': 'Vermont'}, {'name': 'Virgin Islands'}, {'name': 'Virginia'}, {'name': 'Washington'}, {'name': 'West Virginia'}, {'name': 'Wisconsin', 'abbreviation': 'WI'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota'}, {'name': 'Northern Mariana Islands'}, {'name': 'Ohio'}, {'name': 'Oklahoma'}, {'name': 'Oregon'}, {'name': 'Palau'}, {'name': 'Pennsylvania'}, {'name': 'Puerto Rico'}, {'name': 'Rhode Island'}, {'name': 'South Carolina'}, {'name': 'South Dakota'}, {'name': 'Tennessee'}, {'name': 'Texas'}, {'name': 'Utah'}, {'name': 'Vermont'}, {'name': 'Virgin Islands'}, {'name': 'Virginia'}, {'name': 'Washington'}, {'name': 'West Virginia'}, {'name': 'Wisconsin'}, {'name': 'Wyoming', 'abbreviation': 'WY'}]}
{'states': [{'name': 'Alabama'}, {'name': 'Alaska'}, {'name': 'American Samoa'}, {'name': 'Arizona'}, {'name': 'Arkansas'}, {'name': 'California'}, {'name': 'Colorado'}, {'name': 'Connecticut'}, {'name': 'Delaware'}, {'name': 'District Of Columbia'}, {'name': 'Federated States Of Micronesia'}, {'name': 'Florida'}, {'name': 'Georgia'}, {'name': 'Guam'}, {'name': 'Hawaii'}, {'name': 'Idaho'}, {'name': 'Illinois'}, {'name': 'Indiana'}, {'name': 'Iowa'}, {'name': 'Kansas'}, {'name': 'Kentucky'}, {'name': 'Louisiana'}, {'name': 'Maine'}, {'name': 'Marshall Islands'}, {'name': 'Maryland'}, {'name': 'Massachusetts'}, {'name': 'Michigan'}, {'name': 'Minnesota'}, {'name': 'Mississippi'}, {'name': 'Missouri'}, {'name': 'Montana'}, {'name': 'Nebraska'}, {'name': 'Nevada'}, {'name': 'New Hampshire'}, {'name': 'New Jersey'}, {'name': 'New Mexico'}, {'name': 'New York'}, {'name': 'North Carolina'}, {'name': 'North Dakota'}, {'name': 'Northern Mariana Islands'}, {'name': 'Ohio'}, {'name': 'Oklahoma'}, {'name': 'Oregon'}, {'name': 'Palau'}, {'name': 'Pennsylvania'}, {'name': 'Puerto Rico'}, {'name': 'Rhode Island'}, {'name': 'South Carolina'}, {'name': 'South Dakota'}, {'name': 'Tennessee'}, {'name': 'Texas'}, {'name': 'Utah'}, {'name': 'Vermont'}, {'name': 'Virgin Islands'}, {'name': 'Virginia'}, {'name': 'Washington'}, {'name': 'West Virginia'}, {'name': 'Wisconsin'}, {'name': 'Wyoming'}]}

string¶

https://www.geeksforgeeks.org/python-string-module/

🥳 Guess what happens in the following cells

In [ ]:
import string
print(string.ascii_letters)
print(string.ascii_lowercase)
print(string.ascii_uppercase)
print(string.digits)
print(string.punctuation)
print(string.whitespace)
In [2]:
# Can you imagine how these could come in handy?

time¶

https://www.geeksforgeeks.org/python-time-module/

🥳 Guess what happens in the following cells

In [3]:
import time
current_time = time.time()
print(time.ctime(current_time))
In [ ]:
for number in range(10):
    time.sleep(1)
    print(number)

Now let's compute how much time our code takes to run!

In [26]:
from time import perf_counter
start = perf_counter()
for number in range(3):
    time.sleep(1)
    print(number)
stop = perf_counter()
print(stop - start)

0
1
2
3.004378807003377

An introduction to the notion of complexity¶

(Adapted from Karën's Lecture 4)

[Karën's inspiration: post for this part.]

Space complexity refers to the amount of memory required to execute a program.

Time complexity refers to the amount of time required to execute a program. It is expressed as O(). To compute it:

  • remove constants
  • only consider the highest complexity

Knowing about complexity is important to be able to estimate how much time your code will take to run.

More concretely, some of you asked me if it was okay to use nested loops, such as:

In [ ]:
adj = ["red", "big", "tasty"]          
fruits = ["apple", "banana", "cherry"] 

for x in adj:                          
    for y in fruits:                   
        print(x, y)

Technically, it is possible to use them. But they can become problematic when the lists are bigger.

As we're in a for loop, each action will be repeated x times (x = the length of the list). But here, we then have a second for loop, so each action will again be repeated y times (y = the length of the second list).

In this case, the complexity is: size of adj * size of fruits

=> Nested loops are known to be $O(n^2)$ (quadratic complexity). What does that mean?

Let's take a step back.

Typical time complexities:

Name $O()$
Constant $O(c)$
Linear $O(n)$
Quadratic $O(n^2)$
Cubic $O(n^3)$
Exponential $O(2^n)$

Let's have a look at linear, quadratic and exponential complexities.

Linear¶

  1. What does this code do?

  2. What do you think will happen when we increase range(10)?

In [11]:
import random

random_nbs = [random.randint(1, 100) for _ in range(10)]

total = 0                     
for nb in random_nbs: 
    total += nb #this operation will be iterated n times (n = length of the list)
print(total)

We say that the complexity is: $O(n)$ = linear

Quadratic¶

In [17]:
random_nbs = [random.randint(1, 100) for _ in range(100)]
random_coefs = [random.randint(1, 100) for _ in range(100)]

qsum = 0
for nb in random_nbs:
    for coef in random_coefs:
        qsum += (nb*coef)
print(qsum)

21624968

Our nested for loops are back!

So the complexity is: len(random_nbs) * len(random_coefs) = n * n

=> $O(n*n) = O(n^2)$ = quadratic

Exponential¶

The Fibonacci sequence goes like: 1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89, 144, 233, ...

In other words, a number is the sum of the last two numbers of the sequence.

If we want to create a function to reproduce the Fibonacci sequence for a given number, it would look like:

In [33]:
def fibonacci(n):
    if n <= 1:
        return n
    return fibonacci(n-1) + fibonacci(n-2) #recursivity
In [41]:
start = perf_counter()

print(fibonacci(5))

end = perf_counter()

print(end-start, "sec")

5
0.00037793899537064135

See, how it got slower way faster? The difference of time is bigger at smaller scales.

It is an example of exponential complexity = $O(2^n)$

In [ ]:
"""
f(1) = 1

f(2) = f(1)
     = 1
     
f(3) = f(2)            + f(1)
     = f(1)            + 1
     = 1               + 1

f(4) = f(3)              + f(2)
     = f(2) + f(1)       + f(1)
     = f(1) + 1          + 1
     = 1    + 1          + 1 
     
f(5) = f(4)               + f(3)
     = f(3)  + f(2)       + f(2) + f(1)
     = f(2)+f(1) + f(1)   + f(1) + 1
     = 1    + 1  +1       + 1   + 1
     
"""

See how we go "deeper" every time? So doing just n+1 is "expensive"...

Recap¶

drawing

The time library comes in handy to measure the time your code takes to run!

drawing

Good practice¶

Import all the modules and libraries you will need at the start of your code, in a first cell on the top of your file!