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diff --git a/Chap13ProjCombinePagesPdf.py b/Chap13ProjCombinePagesPdf.py new file mode 100644 index 0000000..8bbac84 --- /dev/null +++ b/Chap13ProjCombinePagesPdf.py @@ -0,0 +1,26 @@ +#! /usr/bin/env python3 + +# Chapter 13 Project Combining Select Pages from Many PDF's +# Combines all PDF's in the current working directory into a single PDF + +import PyPDF2 +import os + +pdfFiles = [] +for filename in os.listdir('.'): + if filename.endswith('.pdf'): + pdfFiles.append(filename) +pdfFiles.sort(key = str.lower) + +pdfWriter = PyPDF2.PdfFileWriter() + +for filename in pdfFiles: + pdfFileObj = open(filename, 'rb') + pdfReader = PyPDF2.PdfFileReader(pdfFileObj) + for pageNum in range(1, pdfReader.numPages): + pageObj = pdfReader.getPage(pageNum) + pdfWriter.addPage(pageObj) + +pdfOutput = open('allminutes.pdf', 'wb') +pdfWriter.write(pdfOutput) +pdfOutput.close() diff --git a/Chap14ProjFetchWeatherData.py b/Chap14ProjFetchWeatherData.py new file mode 100644 index 0000000..ddfd3aa --- /dev/null +++ b/Chap14ProjFetchWeatherData.py @@ -0,0 +1,34 @@ +#! python3 + +# Chapter 14 Project Fetching Current Weather Data +# Prints the weather data for a location from the command line. + +import json +import requests +import sys + +if len(sys.argv) < 2: + print('Usage: script.py location') + sys.exit() +location = ' '.join(sys.argv[1:]) + +url = 'http://api.openweathermap.org/data/2.5/forecast/daily?q=%s&cnt=3' % (location) +response = requests.get(url) +response.raise_for_status() + +weatherData = json.loads(response.text) +w = weatherData['list'] +print('Current weather is %s:' % (location)) +print(w[0]['weather'][0]['main'], '-', w[0]['weather'][0]['description']) +print() +print('Tomorrow:') +print(w[1]['weather'][0]['main'], '-', w[1]['weather'][0]['description']) +print() +print('Day after tomorrow:') +print(w[2]['weather'][0]['main'], '-', w[2]['weather'][0]['description']) + +# 09/2016 - DOES NOT WORK! This script no longer works due to changes made by +# OpenWeatherMap.org and their API access. + + + diff --git a/Chap15PracPrettifiedStopwatch.py b/Chap15PracPrettifiedStopwatch.py new file mode 100644 index 0000000..28a54b3 --- /dev/null +++ b/Chap15PracPrettifiedStopwatch.py @@ -0,0 +1,40 @@ +#! python3 +#! /usr/bin/env python3 + +# Chapter 15 Practice Prettified Stopwatch +# Simple Stop Watch Program + +# NOTE: Writing output to data text file rather than use pyperclip module. +# Then file can be attached to email or copied as needed. And a +# separate module outside the standard library is not required. + +import time +import datetime + +dataFile = open('stopWatchData.txt', 'a') + +dt = datetime.datetime.now() +timeStamp = dt.strftime('\n%m/%d/%Y %H:%M\n') +dataFile.write(timeStamp) + +print('Press ENTER to begin. Afterwards, press ENTER to click the stopwatch.') +print('Press CTRL-C to quit.') +input() +print('Started...') +startTime = time.time() +lastTime = startTime +lapNum = 1 + +try: + while True: + input() + lapTime = round(time.time() - lastTime, 2) + totalTime = round(time.time() - startTime, 2) + print('Lap #%s: %s (%s)' % (str(lapNum).ljust(2), str(totalTime).rjust(4), str(lapTime).rjust(5)), end='') + dataFile.write('Lap #%s: %s (%s)\n' % (str(lapNum).ljust(2), str(totalTime).rjust(4), str(lapTime).rjust(5))) + lapNum += 1 + lastTime = time.time() +except KeyboardInterrupt: + print('\nDone.') + +dataFile.close() diff --git a/Chap15ProjCountdown.py b/Chap15ProjCountdown.py new file mode 100644 index 0000000..dabcf86 --- /dev/null +++ b/Chap15ProjCountdown.py @@ -0,0 +1,17 @@ +#! python3 + +# Chapter 15 Project Simple Countdown Program + +import time +import subprocess + + +timeLeft = 60 + +while timeLeft > 0: + print(timeLeft) + time.sleep(1) + timeLeft = timeLeft -1 + +subprocess.Popen(['start', 'c:\\GbV\\Hit.mp3'], shell=True) + diff --git a/Chap15ProjMulitXKCDdownload.py b/Chap15ProjMulitXKCDdownload.py new file mode 100644 index 0000000..ade7e18 --- /dev/null +++ b/Chap15ProjMulitXKCDdownload.py @@ -0,0 +1,42 @@ +#! /usr/bin/env python3 + +# Chapter 15 Project Multithreaded XKCD Downloader + +import threading +import os +import bs4 +import requests + +os.makedirs('xkcd', exist_ok=True) + +def downloadXkcd(startComic, endComic): + for urlNumber in range(startComic, endComic): + print('Downloading page http://xkcd.com/%s...' % (urlNumber)) + res = requests.get('http://xkcd.com/%s' % (urlNumber)) + res.raise_for_status() + + soup = bs4.BeautifulSoup(res.text) + + comicElem = soup.select('#comic img') + if comicElem == []: + print('Could not find comic image.') + else: + comicUrl = comicElem[0].get('src') + print('Downloading image %s...' % (comicUrl)) + res = requests.get(comicUrl) + res.raise_for_status() + + imageFile = open(os.path.join('xkcd', os.path.basename(comicUrl)), 'wb') + for chunk in res.inter_content(100000): + imageFile.write(chunk) + imageFile.close() + +downloadThreads = [] +for i in range(0, 1400, 100): + downloadThread = threading.Thread(target=downloadXkcd, args=(i, i +90)) + downloadThreads.append(downloadThread) + downloadThread.start() + +for downloadThread in downloadThreads: + downloadThread.join() +print('Done.') diff --git a/Chap15ProjStopWatch.py b/Chap15ProjStopWatch.py new file mode 100644 index 0000000..cf41409 --- /dev/null +++ b/Chap15ProjStopWatch.py @@ -0,0 +1,26 @@ +#! python3 +#! /usr/bin/env python3 + +# Chapter 15 Project Super Stopwatch +# Simple Stop Watch Program + +import time + +print('Press ENTER to begin. Afterwards, press ENTER to click the stopwatch.') +print('Press CTRL-C to quit.') +input() +print('Started...') +startTime = time.time() +lastTime = startTime +lapNum = 1 + +try: + while True: + input() + lapTime = round(time.time() - lastTime, 2) + totalTime = round(time.time() - startTime, 2) + print('Lap #%s: %s (%s)' % (lapNum, totalTime, lapTime), end='') + lapNum += 1 + lastTime = time.time() +except KeyboardInterrupt: + print('\nDone.') diff --git a/Chap16PracRandomChoreEmailer.py b/Chap16PracRandomChoreEmailer.py new file mode 100644 index 0000000..ff22c7c --- /dev/null +++ b/Chap16PracRandomChoreEmailer.py @@ -0,0 +1,27 @@ +#! python3 + +# Chapter 16 Practice Random Chore Assignment Emailer +# Randomly assigns a list of chores to a list of email addresses +# and emails the chore assignment to the corresponding email address. + +import random +import smtplib + + +def emailChores(rchore, remail): + smtpObj = smtplib.SMTP_SSL('smtp.gmail.com', 465) + smtpObj.ehlo() + smtpObj.login('myemail@address.com', 'mySecretPassword') + body = 'Subject: Your Chore\n\nYour weekly assigned chore is: %s' % rchore + print('Sending chore email to ' + remail + '...') + smtpObj.sendmail('myemail@address.com', remail, body) + smtpObj.quit() + +chores = ['dishes', 'bathroom', 'vaccum', 'trash'] +emails = ['someone@emailaddress.com', 'someone@emailaddress.com'\ + 'someone@emailaddress.com', 'someone@emailaddress.com'] + +for i in range(0, len(emails)): + randomChore = random.choice(chores) + emailChores(randomChore, emails[i]) + chores.remove(randomChore) diff --git a/Chap16ProjMemberDuesEmails.py b/Chap16ProjMemberDuesEmails.py new file mode 100644 index 0000000..20ca437 --- /dev/null +++ b/Chap16ProjMemberDuesEmails.py @@ -0,0 +1,34 @@ +#! python3 + +# Chapter 16 Project Sending Member Dues Reminder Emails +# Sends emails based on payment status in a spreadsheet. + +import smtplib +import sys +import openpyxl + +wb = openpyxl.load_workbook('duesRecords.xlsx') +sheet = wb.get_sheet_by_name('Sheet1') + +lastCol = sheet.get_highest_column() +latestMonth = sheet.cell(row=1, column=lastCol).value + +unpaidMembers = {} +for r in range(2, sheet.get_highest_row() + 1): + payment = sheet.cell(row=r, column=lastCol).value + if payment != 'paid': + name = sheet.cell(row=r, column=1).value + email = sheet.cell(row=r, column=2).value + unpaidMembers[name] = email + +smtpObj = smtplib.SMTP_SSL('smtp.gmail.com', 465) +smtpObj.ehlo() +smtpObj.login('myemail@address.com', sys.argv[1]) + +for name, email in unpaidMembers.items(): + body = "Subject: %s dues unpaid.\n\nDear %s,\nRecords indicate that you have not paid dues for %s. Please pay ASAP! Thanks!" % (latestMonth, name, latestMonth) + print('Sending email to %s...' % email) + sendmailStatus = smtpObj.sendmail('myemail@address.com', email, body) + if sendmailStatus != {}: + print('There was a problem sending email to %s: %s' % (email, sendmailStatus)) +smtpObj.quit() diff --git a/Chap16ProjTextMyself.py b/Chap16ProjTextMyself.py new file mode 100644 index 0000000..ac67ca9 --- /dev/null +++ b/Chap16ProjTextMyself.py @@ -0,0 +1,16 @@ +#! python3 + +# Chapter 16 Project Just Text Me Module +# Defines the textmyself() function that texts a message passed to it +# as a string. + +from twilio.rest import TwilioRestClient + +accountSID = 'ACxxxxxxxxxxxxxxxxxxxx' +authToken = 'xxxxxxxxxxxxxxxxxxxxxxx' +myNumber = '+15558675309' +twilioNumber = '+15558675309' + +def textmyself(message): + twilioCli = TwilioRestClient(accountSID, authToken) + twilioCli.messages.create(body=message, from_=twilioNumber, to=myNumber) diff --git a/Chap17PracPhotoFolders.py b/Chap17PracPhotoFolders.py new file mode 100644 index 0000000..d20a56c --- /dev/null +++ b/Chap17PracPhotoFolders.py @@ -0,0 +1,37 @@ +#! python3 + +# Chapter 17 Practice Indetifying Photo Folders on the Hard Drive + +# Searches your hard drive for any (sub)folders that contain image files +# that are .png or .jpg that are at least 500 pixels in size or larger +# and prints their absolute path to the screen. + +import os +from PIL import Image + +for foldername, subfolders, filenames in os.walk('c:\\'): + numPhotoFiles = 0 + numNonPhotoFiles = 0 + for filename in filenames: + # Check if extension is not .png or .jpg + if not filename.endswith('.png') or filename.endswith('.jpg'): + numNonPhotoFiles += 1 + continue + + # Open image file using pillow. Skip file if error occurs. + try: im = Image.open(os.path.join(foldername, filename)) + except: continue + width, height = im.size + + # Check if width and height are larger than 500 + if width >= 500 and height >= 500: + # Image is large enough to be considered a photo. + numPhotoFiles += 1 + else: + # Image is too small to be a photo. + numNonPhotoFiles += 1 + + # If more than half of files were photos, + # print the absolute path of the folder. + if numPhotoFiles > numNonPhotoFiles: + print(foldername) diff --git a/Chap17ProjAddingLogo.py b/Chap17ProjAddingLogo.py new file mode 100644 index 0000000..aca50ff --- /dev/null +++ b/Chap17ProjAddingLogo.py @@ -0,0 +1,37 @@ +#! python3 + +# Chapter 17 Project Adding a Logo +# Resizes all images in current directory to fit in a 300x300 square, +# and adds a catlogo.png to the lower-right corner. + +import os +from PIL import Image + +SQUARE_FIT_SIZE = 300 +LOGO_FILENAME = 'catlogo.png' + +logoIm = Image.open(LOGO_FILENAME) +logoWidth, logoHeight = logoIm.size + +os.makedirs('withLogo', exist_ok=True) + +for filename in os.listdir('.'): + if not (filename.endswith('.png') or filename.endswith('.jpg')) \ + or filename == LOGO_FILENAME: + continue + im = Image.open(filename) + width, height = im.size + if width > SQUARE_FIT_SIZE and height > SQUARE_FIT_SIZE: + if width > height: + height = int((SQUARE_FIT_SIZE / width) * height) + width = SQUARE_FIT_SIZE + else: + width = int((SQUARE_FIT_SIZE / height) * width) + height = SQUARE_FIT_SIZE + print('Resizing %s...' % (filename)) + im = im.resize((width, height)) + + print('Adding logo to %s...' % (filename)) + im.paste(logoIm, (width - logoWidth, height - logoHeight), logoIm) + + im.save(os.path.join('withLogo', filename)) diff --git a/Chap18PracLookingBusy.py b/Chap18PracLookingBusy.py new file mode 100644 index 0000000..f445645 --- /dev/null +++ b/Chap18PracLookingBusy.py @@ -0,0 +1,19 @@ +#! python3 + +# Chapter 18 Practice Looking Busy +# Moves the mouse cursor ever 15 seconds to trick the computer into +# thinking you are still busy working. + +import time +import pyautogui + + +print('Press CTRL-C to End') + +try: + while True: + pyautogui.moveRel(-100, 0) + pyautogui.moveRel(100, 0) + time.sleep(15) +except KeyboardInterrupt: + print('\nEnded') diff --git a/Chap18ProjAutoFormFiller.py b/Chap18ProjAutoFormFiller.py new file mode 100644 index 0000000..ff64178 --- /dev/null +++ b/Chap18ProjAutoFormFiller.py @@ -0,0 +1,56 @@ +#! python3 + +# Chapter 18 Project Automatic Form Filler +# Automatically fills in the form (http://autbor.com/form) + +import pyautogui +import time + +nameField = (648, 319) +submitButton = (651, 817) +submitButtonColor = (75, 141, 249) +submitAnotherLink = (760, 224) + +formData = [{'name': 'Alice', 'fear': 'eavesdroppers', 'source': 'wand', + 'robocop': 4, 'comments': 'Tell Bob I said hi.'}, + {'name': 'Bob', 'fear': 'bees', 'source': 'amulet', 'robocop': 4, + 'comments': 'n/a'}] +pyautogui.PAUSE = 0.5 + +for person in formData: + print('>>> 5 SECOND PAUSE TO LET USER PRESS CTRL-C <<<') + time.sleep(5) + + while not pyautogui.pixelMatchesColor(submitButton[0], submitButton[1], + submitButtonColor): + time.sleep(0.5) + + print('Entering %s info...' % (person['name'])) + pyautogui.click(nameField[0], nameField[1]) + pyautogui.typewrite(person['name'] + '\t') + pyautogui.typewrite(person['fear'] + '\t') + if person['source'] == 'wand': + pyautogui.typewrite(['down', '\t']) + elif person['source'] == 'amulet': + pyautogui.typewrite(['down', 'down', '\t']) + elif person['source'] == 'crystal ball': + pyautogui.typewrite(['down', 'down', 'down', '\t']) + elif person['source'] == 'money': + pyautogui.typewrite(['down', 'down', 'down', 'down', '\t']) + + if person['robocop'] == 1: + pyautogui.typewrite([' ', '\t']) + elif person['robocop'] == 2: + pyautogui.typewrite(['right', '\t']) + elif person['robocop'] == 3: + pyautogui.typewrite(['right', 'right', '\t']) + elif person['robocop'] == 4: + pyautogui.typewrite(['right', 'right', 'right', '\t']) + elif person['robocop'] == 5: + pyautogui.typewrite(['right', 'right', 'right', 'right', '\t']) + + pyautogui.typwrite(person['comments'] + '\t') + pyautogui.press('enter') + print('Clicked Submit.') + time.sleep(5) + pyautogui.click(submitAnotherLink[0], submitAnotherLink[1]) diff --git a/Chap18ProjExtendMouseNow.py b/Chap18ProjExtendMouseNow.py new file mode 100644 index 0000000..3c69dd3 --- /dev/null +++ b/Chap18ProjExtendMouseNow.py @@ -0,0 +1,20 @@ +#! python3 + +# Chapter 18 Project Extended Mouse Now +# Displays the mouse cursor's current postion + +import pyautogui + +print('Press Ctrl-C to quit.') +try: + while True: + x, y = pyautogui.position() + positionStr = 'X: ' + str(x).rjust(4) + ' Y: ' + str(y).rjust(4) + pixelColor = pyautogui.screenshot().getpixel((x,y)) + positionStr += ' RGB: (' + str(pixelColor[0]).rjust(3) + positionStr += ', ' + str(pixelColor[1]).rjust(3) + positionStr += ', ' + str(pixelColor[2]).rjust(3) + ')' + print(positionStr, end='') + print('\b' * len(positionStr), end='', flush=True) +except KeyboardInterrupt: + print('\nDone.') diff --git a/Chap18ProjMouseNow.py b/Chap18ProjMouseNow.py new file mode 100644 index 0000000..7567748 --- /dev/null +++ b/Chap18ProjMouseNow.py @@ -0,0 +1,16 @@ +#! python3 + +# Chapter 18 Project Where is the Mouse Right Now? +# Displays the mouse cursor's current postion + +import pyautogui + +print('Press Ctrl-C to quit.') +try: + while True: + x, y = pyautogui.position() + positionStr = 'X: ' + str(x).rjust(4) + ' Y: ' + str(y).rjust(4) + print(positionStr, end='') + print('\b' * len(positionStr), end='', flush=True) +except KeyboardInterrupt: + print('\nDone.') diff --git a/Chap4PracComma.py b/Chap4PracComma.py new file mode 100644 index 0000000..6c2a6b1 --- /dev/null +++ b/Chap4PracComma.py @@ -0,0 +1,14 @@ +# !Python + +# Chapter 4 practice projects + +def eggs(listvalue): + for i in range(len(listvalue)): + print(listvalue[i] + ', ', end="") + if listvalue[i] == listvalue[-2]: + print('and ' + listvalue[-1], end="") + break + + +spam = ['apples','bananas','tofu','cats'] +eggs(spam) diff --git a/Chap4PracGrid.py b/Chap4PracGrid.py new file mode 100644 index 0000000..d000303 --- /dev/null +++ b/Chap4PracGrid.py @@ -0,0 +1,18 @@ +# !Python + +# Chapter 4 practice projects + +grid = [['.','.','.','.','.','.'], + ['.','0','0','.','.','.'], + ['0','0','0','0','.','.'], + ['0','0','0','0','0','.'], + ['.','0','0','0','0','0'], + ['0','0','0','0','0','.'], + ['0','0','0','0','.','.'], + ['.','0','0','.','.','.'], + ['.','.','.','.','.','.']] + +for x in range(len(grid[0])): + print() + for y in range(len(grid)): + print(grid[y][x], end="") diff --git a/Chap5PracFantasyInv.py b/Chap5PracFantasyInv.py new file mode 100644 index 0000000..e8235f3 --- /dev/null +++ b/Chap5PracFantasyInv.py @@ -0,0 +1,28 @@ +#!Python + +#Chapter 5 Fantasy Game Inventory Practice + +inv = {'rope': 1, 'gold coin': 42} + +dragonLoot = ['gold coin','dagger','gold coin','gold coin','ruby'] + + +def addToInventory(inventory, addItems): + for k in range(len(addItems)): + if addItems[k] in inventory.keys(): + inventory[addItems[k]] += 1 + else: + inventory.setdefault(addItems[k], 1) + return inventory + + +def displayInventory(inventory): + print('Inventory:') + item_total = 0 + for k, v in inventory.items(): + print(str(v) + ' ' + k) + item_total += v + print('Total number of items: ' + str(item_total)) + +inv = addToInventory(inv, dragonLoot) +displayInventory(inv) diff --git a/Chap6PracPrintTable.py b/Chap6PracPrintTable.py new file mode 100644 index 0000000..83b20c1 --- /dev/null +++ b/Chap6PracPrintTable.py @@ -0,0 +1,22 @@ +#! /usr/bin/env python3 + +# Table Printer Chap. 6 +# Function for taking lists of strings and displays in an organized table + +tableData = [['apples','oranges','cherries','bananas'], + ['Alice','Bob','Carol','David'], + ['dogs','cats','moose','goose']] + +def printTable(dataLists): + colWidths = [0] * len(dataLists) + for i in colWidths: + colWidths = max(dataLists[i], key=len) + + y = len(colWidths) + + for x in range(len(dataLists[0])): + print(str(dataLists[0][x]).rjust(y) + str(dataLists[1][x]).rjust(y) + str(dataLists[2][x]).rjust(y)) + + +printTable(tableData) + diff --git a/Chap6ProjBulletsWiki.py b/Chap6ProjBulletsWiki.py new file mode 100644 index 0000000..4194a63 --- /dev/null +++ b/Chap6ProjBulletsWiki.py @@ -0,0 +1,16 @@ +#! /usr/bin/env python3 + +# Bullets to Wiki Markup Chap. 6 +# Copies text from clipboard, adds a star to each line, pastes to clipboard. + +import pyperclip + +text = pyperclip.paste() + +lines = text.split('\n') +for i in range(len(lines)): + lines[i] = '* ' + lines[i] + +text = '\n'.join(lines) + +pyperclip.copy(text) diff --git a/Chap6ProjPasswordLock b/Chap6ProjPasswordLock new file mode 100644 index 0000000..090e68d --- /dev/null +++ b/Chap6ProjPasswordLock @@ -0,0 +1,24 @@ +#! /usr/bin/env python3 + +# Password Manager Chap. 6 + +PASSWORDS = {'email': 'ihwbrfh3rhbfwhbdifuhsud', + 'blog': '974y5h34kr73ihfi3', + 'luggage': '12345'} + +import sys +import pyperclip + +if len(sys.argv) < 2: + print('Usage: python pw.py [account] - copy account password.') + sys.exit() + +account = sys.argv[1] + +if account in PASSWORDS.keys(): + pyperclip.copy(PASSWORDS[account]) + print('The password for ' + account + ' has been copied to the clipboard.') +else: + print('There is no account named ' + account) + +sys.exit() diff --git a/Chap7PracStrip.py b/Chap7PracStrip.py new file mode 100644 index 0000000..f17b2fb --- /dev/null +++ b/Chap7PracStrip.py @@ -0,0 +1,16 @@ +#!python3 +# Chap7PracStrip +# Remove whitespace from beginning and end of string using regex + +import re + +def remspace(string): + global stringrem + bspaceRegex = re.compile(r'\s*$') + fspaceRegex = re.compile(r'^\s*') + stringrem = bspaceRegex.sub('', string) + stringrem = fspaceRegex.sub('', stringrem) + return stringrem + +remspace(' here is the string ') +print(stringrem) diff --git a/Chap7PracticePassStrength.py b/Chap7PracticePassStrength.py new file mode 100644 index 0000000..ff944c2 --- /dev/null +++ b/Chap7PracticePassStrength.py @@ -0,0 +1,30 @@ +#! /usr/bin/env python3 + +# Practice Chap. 7 +# Password Strength Tester + +import re + +def passStrengthTest(passWord): + lowerRegex = re.compile(r'[a-z]') + upperRegex = re.compile(r'[A-Z]') + numRegex = re.compile(r'[0-9]') + molower = lowerRegex.search(passWord) + moupper = upperRegex.search(passWord) + monum = numRegex.search(passWord) + if len(passWord) < 8: + print('Your password is less than 8 characters which is too short.') + elif not molower: + print('You need at least one lower case letter.') + elif not moupper: + print('You need at least one upper case letter.') + elif not monum: + print('You need at least one number.') + else: + print('Your password is strong!') + + +print('What is your password?') +passW = input() +passStrengthTest(passW) + diff --git a/Chap7ProjPhoneandEmail.py b/Chap7ProjPhoneandEmail.py new file mode 100644 index 0000000..4161c5a --- /dev/null +++ b/Chap7ProjPhoneandEmail.py @@ -0,0 +1,42 @@ +#! /usr/bin/env python3 + +# Project Chap. 7 +# Phone number and email address extractor + +import re +import pyperclip + +phoneRegex = re.compile(r'''( + (\d{3}|\(\d{3}\))? #area code + (\s|-|\.)? #seperator + (\d{3}) #first three digits + (\s|-|\.) #seperator + (\d{4}) #last four digits + (\s*(ext|x|ext.)\s*(\d{2,5}))? #extension + )''', re.VERBOSE) + +emailRegex = re.compile(r'''( + [a-zA-Z0-9._%+-]+ #username + @ #symbol + [a-zA-Z0-9.-]+ #domain name + (\.[a-zA-Z]{2.4}) #dot something + )''', re.VERBOSE) + +# Find matches in the clipboard text +text = str(pyperclip.paste()) +matches = [] +for groups in phoneRegex.findall(text): + phoneNum = '-'.join([groups[1], groups[3], groups[5]]) + if groups[8] != '': + phoneNum += ' x' + gruops[8] + matches.append(phoneNum) +for groups in emailRegex.findall(text): + matches.append(groups[0]) + +# Copy results to clipboard +if len(matches) > 0: + pyperclip.copy('\n'.join(matches)) + print('Copied to the clipboard:') + print('\n'.join(matches)) +else: + print('No phone number or email matches were found.') diff --git a/Chap8PracMadLibs.py b/Chap8PracMadLibs.py new file mode 100644 index 0000000..785b55f --- /dev/null +++ b/Chap8PracMadLibs.py @@ -0,0 +1,41 @@ +#! \usr\bin\env python3 + +# Chapter 8 Practice Mad Libs + +# Replaces all ADJECTIVE, NOUN, ADVERB, VERB keywords with user input in text. + +import re + + +with open('madlibs.txt') as madLibFile: + madLibContents = madLibFile.read() +madLibWords = list(madLibContents.split()) + +adjectiveRegex = re.compile(r'ADJECTIVE*') +nounRegex = re.compile(r'NOUN*') +adverbRegex = re.compile(r'ADVERB*') +verbRegex = re.compile(r'VERB*') + +for i in range(len(madLibWords)): + if adjectiveRegex.match(madLibWords[i]): + print('Enter an adjective', end=': ') + sub = input() + elif nounRegex.match(madLibWords[i]): + print('Enter a noun', end=': ') + sub = input() + elif adverbRegex.match(madLibWords[i]): + print('Enter an adverb', end=': ') + sub = input() + elif verbRegex.match(madLibWords[i]): + print('Enter a verb', end=': ') + sub = input() + else: + continue + madLibWords.remove(madLibWords[i]) + madLibWords.insert(i, sub) + +joinWordsList = ' ' +newString = joinWordsList.join(madLibWords) +with open('madlibsNew.txt', 'w') as newMadLibFile: + newMadLibFile.write(newString) +print(newString) diff --git a/Chap8PracMcbDelete.pyw b/Chap8PracMcbDelete.pyw new file mode 100644 index 0000000..5dc8e40 --- /dev/null +++ b/Chap8PracMcbDelete.pyw @@ -0,0 +1,34 @@ +#! ptyhon3 + +# Chapter 8 Practice Project +# Extend the Multiclipboard project to include a delete option + + +# Loads and saves clipboard text based on a key word from the command line +# Usage: py.exe mcb.pyw save <keyword> - Saves to clipboard +# py.exe mcb.pyw <keyword> - Loads keyword to clipboard +# py.exe mcb.pyw list - Loads all keywords to clipboard +# py.exe mcb.pyw delete - Deletes all keywords +# py.exe mcb.pyw delete <keyword> - Deletes a specific keyword + +import sys +import pyperclip +import shelve + +mcbShelf = shelve.open('mcb') + +if len(sys.argv) == 3 and sys.argv[1].lower() == 'save': + mcbShelf[sys.argv[2]] = pyperclip.paste() +elif len(sys.argv) == 3 and sys.argv[1].lower() == 'delete': + del mcbShelf[sys.argv[2]] +elif len(sys.argv) == 2: + if sys.argv[1].lower() == 'list': + pyperclip.copy(str(list(mcbShelf.keys()))) + elif sys.argv[1].lower() == 'delete': + for k in list(mcbShelf.keys()): + del mcbShelf[k] + elif sys.argv[1] in mcbShelf: + pyperclip.copy(mcbShelf[sys.argv[1]]) + + +mcbShelf.close() diff --git a/Chap8PracRegFiles.py b/Chap8PracRegFiles.py new file mode 100644 index 0000000..254a324 --- /dev/null +++ b/Chap8PracRegFiles.py @@ -0,0 +1,29 @@ +#! \usr\bin\env python3 + +# Chapter 8 Practice Regex Text Files + +# Opens all .txt files in a folder and +# then searches for any line that matches +# a user-supplied regular expression. + +import os +import re + +dirfiles = os.listdir('C:\\gam') + +print('What text do you want to search for?') +userReg = str(input()) +stringRegex = re.compile(userReg) +fileRegex = re.compile(r'\w+\.txt') + +for i in range(len(dirfiles)): + if fileRegex.search(dirfiles[i]): + openFile = open('C:\\gam\\' + dirfiles[i]) + readFile = openFile.readlines() + for line in range(len(readFile)): + r = 0 + if stringRegex.search(readFile[r]): + print(readFile[r]) + r = r + 1 + + diff --git a/Chap8ProjMcb.pyw b/Chap8ProjMcb.pyw new file mode 100644 index 0000000..c06035e --- /dev/null +++ b/Chap8ProjMcb.pyw @@ -0,0 +1,26 @@ +#! usr/bin/env python3 + +# Chapter 8 Multiclipboard project + +# Loads and saves clipboard text based on a key word from the command line +# Usage: py.exe mcb.pyw save <keyword> - Saves to clipboard +# py.exe mcb.pyw <keyword> - Loads keyword to clipboard +# py.exe mcb.pyw list - Loads all keywords to clipboard + +import sys +import pyperclip +import shelve + +mcbShelf = shelve.open('mcb') + +if len(sys.argv) == 3 and sys.argv[1].lower() == 'save': + mcbShelf[sys.argv[2]] = pyperclip.paste() +elif len(sys.argv) == 2: + if sys.argv[1].lower() == 'list': + pyperclip.copy(str(list(mcbShelf.keys()))) + elif sys.argv[1] in mcbShelf: + pyperclip.copy(mcbShelf[sys.argv[1]]) + + +mcbShelf.close() + diff --git a/Chap8ProjrandomQuiz.py b/Chap8ProjrandomQuiz.py new file mode 100644 index 0000000..1e17b8e --- /dev/null +++ b/Chap8ProjrandomQuiz.py @@ -0,0 +1,48 @@ +#! usr/bin/env python3 + +# Chapter 8 Project Generating Random Quiz Files + +import random + +#The quiz data. Keys are states, capitals are values. +capitals = {'Alabama': 'Montgomery', 'Alaska': 'Juneau', 'Arizona': 'Phoenix', 'Arkansas': 'Little Rock', 'California': 'Sacramento', 'Colorado': 'Denver', 'Connecticut': 'Hartford', 'Delaware': 'Dover', 'Florida': 'Tallahassee', 'Georgia': 'Atlanta', 'Hawaii': 'Honolulu', 'Idaho': 'Boise', 'Illinois': 'Springfield', 'Indiana': 'Indianapolis', 'Iowa': 'Des Moines', 'Kansas': 'Topeka', 'Kentucky': 'Frankfort', 'Louisiana': 'Baton Rouge', 'Maine': 'Augusta', 'Maryland': 'Annapolis', 'Massachusetts': 'Boston', 'Michigan': 'Lansing', 'Minnesota': 'Saint Paul', 'Mississippi': 'Jackson', 'Missouri': 'Jefferson City', 'Montana': 'Helena', 'Nebraska': 'Lincoln', 'Nevada': 'Carson City', 'New Hampshire': 'Concord', 'New Jersey': 'Trenton', 'New Mexico': 'Santa Fe', 'New York': 'Albany', 'North Carolina': 'Raleigh', 'North Dakota': 'Bismarck', 'Ohio': 'Columbus', 'Oklahoma': 'Oklahoma City', 'Oregon': 'Salem', 'Pennsylvania': 'Harrisburg', 'Rhode Island': 'Providence', 'South Carolina': 'Columbia', 'South Dakota': 'Pierre', 'Tennessee': 'Nashville', 'Texas': 'Austin', 'Utah': 'Salt Lake City', 'Vermont': 'Montpelier', 'Virginia': 'Richmond', 'Washington': 'Olympia', 'West Virginia': 'Charleston', 'Wisconsin': 'Madison', 'Wyoming': 'Cheyenne'} +capitalsItems = list(capitals.items()) + +#Generate 35 quiz files +for quizNum in range(35): + # Create inital quiz and answer key files + quizFile = open('capitalsquiz%s.txt' % (quizNum +1), 'w') + answerKeyFile = open('capitalquiz_answers%s.txt' % (quizNum +1), 'w') + + # Header for quiz + quizFile.write('Name:\n\nDate:\n\nPeriod:\n\n') + quizFile.write((' ' * 20) + 'State Capitals Quiz (Form %s)' % (quizNum +1)) + quizFile.write('\n\n') + + # Shuffle state order + states = list(capitals.keys()) + random.shuffle(states) + + # Loop through all 50 states making a question for each + for questionNum in range(50): + # Get right and wrong answers + correctAnswer = capitals[states[questionNum]] + wrongAnswers = list(capitals.values()) + del wrongAnswers[wrongAnswers.index(correctAnswer)] + wrongAnswers = random.sample(wrongAnswers, 3) + answerOptions = wrongAnswers + [correctAnswer] + random.shuffle(answerOptions) + + # Write the question and answers to the quiz file + quizFile.write('%s. What is the capital of %s?\n' % (questionNum + 1, states[questionNum])) + for i in range(4): + quizFile.write(' %s. %s\n' % ('ABCD'[i], answerOptions[i])) + quizFile.write('\n') + + answerKeyFile.write('%s. %s\n' % (questionNum + 1, 'ABCD'[answerOptions.index(correctAnswer)])) + + quizFile.close() + answerKeyFile.close() + + + diff --git a/Chap9PracDelUnneed.py b/Chap9PracDelUnneed.py new file mode 100644 index 0000000..f277c0d --- /dev/null +++ b/Chap9PracDelUnneed.py @@ -0,0 +1,19 @@ +#!/usr/bin/env python3 + +# Chapter 9 Practice Selective Copy +# Walks through a directory tree searching for files > 100MB and deletes them. + +import os + +def deleteUnneeded(folder): + folder = os.path.abspath(folder) + for foldername, subfolders, filenames in os.walk(folder): + for filename in filenames: + fileSize = os.path.getsize(foldername + '/' + filename) + if int(fileSize) < 10000000: + continue + #os.unlink(filename) #Commented out to protect against accidental deletion + print('Deleting ' + filename + '...') #Print only to verify working correctly + +deleteUnneeded('/Users/username/Documents') +print('Done') diff --git a/Chap9PracSelectiveCopy.py b/Chap9PracSelectiveCopy.py new file mode 100644 index 0000000..9464f7e --- /dev/null +++ b/Chap9PracSelectiveCopy.py @@ -0,0 +1,19 @@ +#!python + +# Chapter 9 Practice Selective Copy +# Walks through a directory tree searching for pdf files and copies them to a new location + +import os +import shutil + +def selectiveCopy(folder): + folder = os.path.abspath(folder) + for foldername, subfolders, filenames in os.walk(folder): + for filename in filenames: + if not filename.endswith('.pdf'): + continue + #shutil.copy(filename, 'c:\\pdffolder') #Commented out to protect against accidental copying + print('Copying ' + filename + '...') #Print only to verify working correctly + +selectiveCopy(r'C:\Users\username\pdffolder') +print('Done') diff --git a/Chap9ProjBackupToZip.py b/Chap9ProjBackupToZip.py new file mode 100644 index 0000000..e9f8e00 --- /dev/null +++ b/Chap9ProjBackupToZip.py @@ -0,0 +1,35 @@ +#!/usr/bin/env python3 + +# Chapter 9 Project Backup to Zip +# Copies a folder recursively into a zip file and names it incrementally. + +import os +import zipfile + +def backupToZip(folder): + folder = os.path.abspath(folder) + + number = 1 + while True: + zipFilename = os.path.basename(folder) + '_' + str(number) + '.zip' + if not os.path.exists(zipFilename): + break + number = number + 1 + + print('Creating %s...' % (zipFilename)) + backupZip = zipfile.ZipFile(zipFilename, 'w') + + for foldername, subfolders, filenames in os.walk(folder): + print('Adding files in ' + foldername + '...') + backupZip.write(foldername) + for filename in filenames: + newBase = os.path.basename(folder) + '_' + if filename.startswith(newBase) and filename.endswith('.zip'): + continue + backupZip.write(os.path.join(foldername, filename)) + + backupZip.close() + print('Done') + + +backupToZip('/Users/mlotspaih/Documents/waffle') diff --git a/Chap9ProjRenameDates.py b/Chap9ProjRenameDates.py new file mode 100644 index 0000000..8adc7c3 --- /dev/null +++ b/Chap9ProjRenameDates.py @@ -0,0 +1,36 @@ +#!/usr/bin/env python3 + +#Chapter 9 Project Renaming File Dates from American to European + +import os +import re +import shutil + +datePattern = re.compile(r'''^(.*?) #All text before date + ((0|1)?\d)- #One or two month digits + ((0|1|2|3)?\d)- #One or two digits for month + ((19|20)\d\d) #Four digits for the year + (.*?)$ #all text after the date + ''', re.VERBOSE) + + +for amerFilename in os.listdir('.'): + mo = datePattern.search(amerFilename) + + if mo == None: + continue + + beforePart = mo.group(1) + monthPart = mo.group(2) + dayPart = mo.group(4) + yearPart = mo.group(6) + afterPart = mo.group(8) + + euroFilename = beforePart + dayPart + '-' + monthPart + '-' + yearPart + afterPart + + absWorkingDir = os.path.abspath('.') + amerFilename = os.path.join(absWorkingDir, amerFilename) + euroFilename = os.path.join(absWorkingDir, euroFilename) + + print('Renaming "%s" to "%s"...' % (amerFilename, euroFilename)) + shutil.move(amerFilename, euroFilename) diff --git a/Chapter10PracDebugCoinToss.py b/Chapter10PracDebugCoinToss.py new file mode 100644 index 0000000..0b82cbd --- /dev/null +++ b/Chapter10PracDebugCoinToss.py @@ -0,0 +1,21 @@ +#!/usr/bin/env python3 + +# Chapter 10 Practice Debugging Coin Toss + +import random + +guess = '' +while guess not in (int(1), int(0)): #Changed heads and tails to 1 and 0 and made integers + print('Guess the coin toss! Enter 1 for heads or 0 for tails:') #Added 1 and 0 + guess = int(input()) #Turned string into integer + +toss = random.randint(0, 1) # 0 is tails, 1 is heads +if toss == guess: + print('You got it!') +else: + print('Nope! Guess again!') + guess = int(input()) #guess misspelled with three 's' instead of two and made guess integer + if toss == guess: + print('You got it!') + else: + print('Nope. You are really bad at this game.') diff --git a/Chapter11PracticeImageSiteDownload.py b/Chapter11PracticeImageSiteDownload.py new file mode 100644 index 0000000..3a1a3ba --- /dev/null +++ b/Chapter11PracticeImageSiteDownload.py @@ -0,0 +1,33 @@ +#!/usr/bin/env python3 + +#Chapter 11 Practice +#Image Site Downloader - Downloads images in an Imgur catagory +#Change URL variable to the Imgur catagory link + +import requests +import os +import bs4 + +url = 'http://imgur.com/topic/The_Great_Outdoors' +os.makedirs('imgur', exist_ok=True) + +print('Downloading page %s...' % url) +res = requests.get(url) +res.raise_for_status() + +soup = bs4.BeautifulSoup(res.text) +postElem = soup.select('a img') +if postElem == []: + print('Could not find the posts images.') +else: + for i in range(0, len(postElem)): + postUrl = 'http:' + postElem[i].get('src') + print('Downloading image %s...' % (postUrl)) + res = requests.get(postUrl) + res.raise_for_status() + imageFile = open(os.path.join('imgur', os.path.basename(postUrl)), 'wb') + for chunk in res.iter_content(1000000): + imageFile.write(chunk) + imageFile.close() + +print('Done.') diff --git a/Chapter11ProjectDownloadXkcd.py b/Chapter11ProjectDownloadXkcd.py new file mode 100644 index 0000000..11f7f6b --- /dev/null +++ b/Chapter11ProjectDownloadXkcd.py @@ -0,0 +1,38 @@ +#!/usr/bin/env python3 + +#Chapter 11 Project +#XKCD Comic Download - Downloads every XKCD comic + +import requests +import os +import bs4 + +url = 'http://xkcd.com' #Starting url +os.makedirs('xkcd', exist_ok=True) #Store comics in ./xkcd + +while not url.endswith('#'): + #Download the page + print('Downloading page %s...' % url) + res = requests.get(url) + res.raise_for_status() + + soup = bs4.BeautifulSoup(res.text) + comicElem = soup.select('#comic img') + if comicElem == []: + print('Could not find the comic image.') + else: + comicUrl = 'http:' + comicElem[0].get('src') + # Download the image + print('Downloading image %s...' % (comicUrl)) + res = requests.get(comicUrl) + res.raise_for_status() + imageFile = open(os.path.join('xkcd', os.path.basename(comicUrl)), 'wb') + for chunk in res.iter_content(100000): + imageFile.write(chunk) + imageFile.close() + + #Get the Prev button's url. + prevLink = soup.select('a[rel="prev"]')[0] + url = 'http://xkcd.com' + prevLink.get('href') + +print('Done.') diff --git a/Chapter11ProjectLucky.py b/Chapter11ProjectLucky.py new file mode 100644 index 0000000..c77858f --- /dev/null +++ b/Chapter11ProjectLucky.py @@ -0,0 +1,21 @@ +#!/usr/bin/env python3 + +#Chapter 11 Project +# lucky.py - Opens several Google search results + +import requests +import sys +import webbrowser +import bs4 + +print('Googling...') #Display message while retrieving the Google page + +res = requests.get('http://google.com/search?q=' + ' '.join(sys.argv[1:])) +res.raise_for_status() + +soup = bs4.BeautifulSoup(res.text) +linkElems = soup.select('.r a') + +numOpen = min(5, len(linkElems)) +for i in range(numOpen): + webbrowser.open('htpp://google.com' + linkElems[i].get('href')) diff --git a/Chapter12PracSpreadsheetToText.py b/Chapter12PracSpreadsheetToText.py new file mode 100644 index 0000000..3fcc81a --- /dev/null +++ b/Chapter12PracSpreadsheetToText.py @@ -0,0 +1,19 @@ +#! usr/bin/env python3 + +# Chapter 12 Practice +# Spreadsheet to Text - Takes each column of data and creates a text file +# with that data. + +import openpyxl + +wb = openpyxl.load_workbook('produceSales.xlsx') +sheet = wb.get_active_sheet() + +for columnNum in range(1, sheet.get_highest_column()): + spreadText = open('Column ' + str(columnNum) +'.txt', 'a') + for rowNum in range(2, sheet.get_highest_row()): + rowData = sheet.cell(row=rowNum, column=columnNum).value + spreadText.write(str(rowData) + '\n') + spreadText.close() + + diff --git a/Chapter12ProjReadSheetData.py b/Chapter12ProjReadSheetData.py new file mode 100644 index 0000000..22bdd58 --- /dev/null +++ b/Chapter12ProjReadSheetData.py @@ -0,0 +1,35 @@ +#! /usr/bin/env python3 + +# Chapter 12 Project Reading Spreadsheet Data +# Tabulates population and number of census tracts for each county from +# censuspopdata.xlsx. + +import openpyxl +import pprint + +print('Opening workbook...') +wb = openpyxl.load_workbook('censuspopdata.xlsx') +sheet = wb.get_sheet_by_name('Population by Census Tract') +countyData = {} + +print('Reading rows...') +for row in range(2, sheet.get_highest_row() + 1): + # Each row in the spreadsheet has data for one census tract + state = sheet['B' + str(row)].value + county = sheet['C' + str(row)].value + pop = sheet['D' + str(row)].value + # Make sure key for state exists + countyData.setdefault(state, {}) + # Make sure the key for this county exists + countyData[state].setdefault(county, {'tracts':0, 'pop':0}) + # Each row represents one census tract so increment by one + countyData[state][county]['tracts'] += 1 + # Increase the county pop by the pop in this census tract + countyData[state][county]['pop'] += int(pop) + +print('Writing results...') +resultFile = open('census2010.py', 'w') +resultFile.write('allData = ' + pprint.pformat(countyData)) +resultFile.close() +print('Done.') + diff --git a/Chapter12ProjUpdateSpreadsheet.py b/Chapter12ProjUpdateSpreadsheet.py new file mode 100644 index 0000000..08c37aa --- /dev/null +++ b/Chapter12ProjUpdateSpreadsheet.py @@ -0,0 +1,20 @@ +#! usr/bin/env python3 + +# Chapter 12 Project Updating a Spreadsheet +# updateProduce.py - Corrects costs in produce sales spreadsheet. + +import openpyxl + +wb = openpyxl.load_workbook('produceSales.xlsx') +sheet = wb.get_sheet_by_name('Sheet') + +PRICE_UPDATES = {'Garlic': 3.07, + 'Celery': 1.19, + 'Lemon': 1.27} + +for rowNum in range(2, sheet.get_highest_row()): + produceName = sheet.cell(row=rowNum, column=1).value + if produceName in PRICE_UPDATES: + sheet.cell(row=rowNum, column=2).value = PRICE_UPDATES[produceName] + +wb.save('updatedProductSales.xlsx') diff --git a/Chapter13PracBruteForcePDF.py b/Chapter13PracBruteForcePDF.py new file mode 100644 index 0000000..14af439 --- /dev/null +++ b/Chapter13PracBruteForcePDF.py @@ -0,0 +1,32 @@ +#! /usr/bin/env python3 + +# Chapter 13 Practice Brute-Force PDF Password Breaker +# USAGE: Change the pdfFile varible below and run the script to try 44,000 English words +# from the dictionary.txt file to decrypt the encrypted PDF. + +import PyPDF2 + +pdfFile = open('bruteForce.pdf', 'rb') #Change this file name and location +pdfReader = PyPDF2.PdfFileReader(pdfFile) + +dictionaryFile = open('dictionary.txt') +passwordList = dictionaryFile.readlines() + +for word in range(len(passwordList)): + passWord = passwordList[word].strip() + passWorkedUpper = pdfReader.decrypt(passWord.upper()) + if passWorkedUpper == 1: + print('The password is: ' + passWord.upper()) + break + else: + print(passWord.upper() + ' did NOT work...') + passWorkedLower = pdfReader.decrypt(passWord.lower()) + if passWorkedLower == 1: + print('The password is: ' + passWord.lower()) + break + else: + print(passWord.lower() + ' did NOT work...') + +dictionaryFile.close() +pdfFile.close() + diff --git a/Chapter14PracExcelToCsv.py b/Chapter14PracExcelToCsv.py new file mode 100644 index 0000000..c8f374f --- /dev/null +++ b/Chapter14PracExcelToCsv.py @@ -0,0 +1,26 @@ +#! python3 + +# Chapter 14 Practice Excel to CSV Converter +# Converts all Excel file sheets in the current directory to CSV files + +import os +import csv +import openpyxl + +for excelFile in os.listdir('.'): + if excelFile.endswith('.xlsx'): + wb = openpyxl.load_workbook(excelFile) + for sheetName in wb.get_sheet_names(): + sheet = wb.get_sheet_by_name(sheetName) + csvFileName = open(excelFile + sheetName + '.csv', 'w', newline='') + csvFile = csv.writer(csvFileName) + + for rowNum in range(1, sheet.get_highest_row() + 1): + rowData = [] + for colNum in range(1, sheet.get_highest_column() + 1): + cellData = sheet.cell(row=rowNum, column=colNum).value + rowData.append(cellData) + + csvFile.writerow(rowData) + + csvFileName.close() diff --git a/Chapter14ProjRemoveHeadersCsv.py b/Chapter14ProjRemoveHeadersCsv.py new file mode 100644 index 0000000..cf3d205 --- /dev/null +++ b/Chapter14ProjRemoveHeadersCsv.py @@ -0,0 +1,33 @@ +#! python3 + +# Chapter 14 Project Removing the Header from CSV Files +# Removes the header from all CSV files in the current working +# directory. + +import os +import csv + +os.makedirs('headerRemoved', exist_ok=True) + +for csvFilename in os.listdir('.'): + if not csvFilename.endswith('.csv'): + continue + + print('Removing header from ' + csvFilename + '...') + + csvRows = [] + csvFileObj = open(csvFilename) + readerObj = csv.reader(csvFileObj) + for row in readerObj: + if readerObj.line_num == 1: + continue + csvRows.append(row) + csvFileObj.close() + + csvFileObj = open(os.path.join('headerRemoved', csvFilename), 'w', newline='') + csvWriter = csv.writer(csvFileObj) + for row in csvRows: + csvWriter.writerow(row) + csvFileObj.close() + + diff --git a/Chapter3PracCollate.py b/Chapter3PracCollate.py new file mode 100644 index 0000000..0d47132 --- /dev/null +++ b/Chapter3PracCollate.py @@ -0,0 +1,23 @@ +# The Collatz Sequence + +def collatz(number): + global result + if number % 2 == 0: + print(str(number // 2)) + result = number // 2 + return result + elif number % 2 == 1: + print(str(3 * number + 1)) + result = 3 * number + 1 + return result + +print('Enter number:') +while True: + try: + number = int(input()) + except ValueError: + print('The value must be an integer!') + continue + collatz(number) + if result == 1: + break @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2019 Mark Lotspaih + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/README.md b/README.md new file mode 100644 index 0000000..46afe90 --- /dev/null +++ b/README.md @@ -0,0 +1,10 @@ +# automateBoringstuffPython +Automate the Boring Stuff With Python Practice and Project Repository + +They may or may not be correct, complete, or the simplest "Pythonic" way, but these are the projects I practiced and solutions I found for some of the practice questions in the book **"Automate the Boring Stuff with Python"** by [Al Sweigart](https://automatetheboringstuff.com/) + +**UPDATE 9/16:** +Finally completed both the book and online [Udemy course](https://www.udemy.com/automate/). This was a great way to learn the foundations of the Python programming language. It also introduced me to using git for version control of just about everything. + +**UPDATE 2/17:** +Had a few remaining practice problems that I could not solve originally, but after several additional months of diving into using Python I was able to return to these practice problems and get them resolved. This repository is now finalized! diff --git a/misc/README.md b/misc/README.md new file mode 100644 index 0000000..8d5aacd --- /dev/null +++ b/misc/README.md @@ -0,0 +1,2 @@ +# Misc +These are files that are either short examples throughout the book or supporting files (i.e. text) that are used in conjunction with chapter project and practice files. diff --git a/misc/birthdays.py b/misc/birthdays.py new file mode 100644 index 0000000..8528933 --- /dev/null +++ b/misc/birthdays.py @@ -0,0 +1,20 @@ +#!Python + +#Birthday + +birthdays = {'Alice': 'Apr 1', 'Bob': 'Dec 12', 'Carol': 'Mar 4'} + +while True: + print('Enter a name (blank to quit):') + name = input() + if name == '': + break + + if name in birthdays: + print(birthdays[name] + ' is the birthday of ' + name) + else: + print('I do not have birthday information for ' + name) + print('What is their birthday?') + bday = input() + birthdays[name] = bday + print('Birthday database updated!') diff --git a/misc/boxPrint.py b/misc/boxPrint.py new file mode 100644 index 0000000..0a97b70 --- /dev/null +++ b/misc/boxPrint.py @@ -0,0 +1,21 @@ +#!python3 + +#Chapter 10 boxPrint Raise Exception + +def boxPrint(symbol, width, height): + if len(symbol) != 1: + raise Exception('Symbol must be a single character.') + if width <= 2: + raise Exception('Width must be greater than 2.') + if height <= 2: + raise Exception('Height must be greater than 2.') + print(symbol * width) + for i in range(height -2): + print(symbol + (' ' * (width -2)) + symbol) + print(symbol + width) + +for sym, w, h in (('*', 4, 4), ('0', 20, 5), ('x', 1, 3), ('ZZ', 3, 3)): + try: + boxPrint(sym, w, h) + except Exception as err: + print('An exception happened: ' + str(err)) diff --git a/misc/bruteForce.pdf b/misc/bruteForce.pdf Binary files differnew file mode 100644 index 0000000..2ec1498 --- /dev/null +++ b/misc/bruteForce.pdf diff --git a/misc/buggyAddingProgram.py b/misc/buggyAddingProgram.py new file mode 100644 index 0000000..edc3c7a --- /dev/null +++ b/misc/buggyAddingProgram.py @@ -0,0 +1,11 @@ +#!/usr/bin/env python3 + +#Chapter 10 IDLE Debug + +print('Enter the first number to add:') +first = input() +print('Enter the second number to add:') +second = input() +print('Enter the third number to add:') +third = input() +print('The sum is ' + first + second + third) diff --git a/misc/calcProd.py b/misc/calcProd.py new file mode 100644 index 0000000..50a4a81 --- /dev/null +++ b/misc/calcProd.py @@ -0,0 +1,13 @@ +import time + +def calcProd(): + product = 1 + for i in range(1, 100000): + product = product + 1 + return product + +startTime = time.time() +prod = calcProd() +endTime = time.time() +print('The result is %s digits long.' % (len(str(prod)))) +print('Took %s seconds to calculate.' % (endTime - startTime)) diff --git a/misc/census2010.py b/misc/census2010.py new file mode 100644 index 0000000..707dc83 --- /dev/null +++ b/misc/census2010.py @@ -0,0 +1,3143 @@ +allData = {'AK': {'Aleutians East': {'pop': 3141, 'tracts': 1}, + 'Aleutians West': {'pop': 5561, 'tracts': 2}, + 'Anchorage': {'pop': 291826, 'tracts': 55}, + 'Bethel': {'pop': 17013, 'tracts': 3}, + 'Bristol Bay': {'pop': 997, 'tracts': 1}, + 'Denali': {'pop': 1826, 'tracts': 1}, + 'Dillingham': {'pop': 4847, 'tracts': 2}, + 'Fairbanks North Star': {'pop': 97581, 'tracts': 19}, + 'Haines': {'pop': 2508, 'tracts': 1}, + 'Hoonah-Angoon': {'pop': 2150, 'tracts': 2}, + 'Juneau': {'pop': 31275, 'tracts': 6}, + 'Kenai Peninsula': {'pop': 55400, 'tracts': 13}, + 'Ketchikan Gateway': {'pop': 13477, 'tracts': 4}, + 'Kodiak Island': {'pop': 13592, 'tracts': 5}, + 'Lake and Peninsula': {'pop': 1631, 'tracts': 1}, + 'Matanuska-Susitna': {'pop': 88995, 'tracts': 24}, + 'Nome': {'pop': 9492, 'tracts': 2}, + 'North Slope': {'pop': 9430, 'tracts': 3}, + 'Northwest Arctic': {'pop': 7523, 'tracts': 2}, + 'Petersburg': {'pop': 3815, 'tracts': 1}, + 'Prince of Wales-Hyder': {'pop': 5559, 'tracts': 4}, + 'Sitka': {'pop': 8881, 'tracts': 2}, + 'Skagway': {'pop': 968, 'tracts': 1}, + 'Southeast Fairbanks': {'pop': 7029, 'tracts': 2}, + 'Valdez-Cordova': {'pop': 9636, 'tracts': 3}, + 'Wade Hampton': {'pop': 7459, 'tracts': 1}, + 'Wrangell': {'pop': 2369, 'tracts': 1}, + 'Yakutat': {'pop': 662, 'tracts': 1}, + 'Yukon-Koyukuk': {'pop': 5588, 'tracts': 4}}, + 'AL': {'Autauga': {'pop': 54571, 'tracts': 12}, + 'Baldwin': {'pop': 182265, 'tracts': 31}, + 'Barbour': {'pop': 27457, 'tracts': 9}, + 'Bibb': {'pop': 22915, 'tracts': 4}, + 'Blount': {'pop': 57322, 'tracts': 9}, + 'Bullock': {'pop': 10914, 'tracts': 3}, + 'Butler': {'pop': 20947, 'tracts': 9}, + 'Calhoun': {'pop': 118572, 'tracts': 31}, + 'Chambers': {'pop': 34215, 'tracts': 9}, + 'Cherokee': {'pop': 25989, 'tracts': 6}, + 'Chilton': {'pop': 43643, 'tracts': 9}, + 'Choctaw': {'pop': 13859, 'tracts': 4}, + 'Clarke': {'pop': 25833, 'tracts': 9}, + 'Clay': {'pop': 13932, 'tracts': 4}, + 'Cleburne': {'pop': 14972, 'tracts': 4}, + 'Coffee': {'pop': 49948, 'tracts': 14}, + 'Colbert': {'pop': 54428, 'tracts': 14}, + 'Conecuh': {'pop': 13228, 'tracts': 5}, + 'Coosa': {'pop': 11539, 'tracts': 3}, + 'Covington': {'pop': 37765, 'tracts': 14}, + 'Crenshaw': {'pop': 13906, 'tracts': 6}, + 'Cullman': {'pop': 80406, 'tracts': 18}, + 'Dale': {'pop': 50251, 'tracts': 14}, + 'Dallas': {'pop': 43820, 'tracts': 15}, + 'DeKalb': {'pop': 71109, 'tracts': 14}, + 'Elmore': {'pop': 79303, 'tracts': 15}, + 'Escambia': {'pop': 38319, 'tracts': 9}, + 'Etowah': {'pop': 104430, 'tracts': 30}, + 'Fayette': {'pop': 17241, 'tracts': 5}, + 'Franklin': {'pop': 31704, 'tracts': 9}, + 'Geneva': {'pop': 26790, 'tracts': 6}, + 'Greene': {'pop': 9045, 'tracts': 3}, + 'Hale': {'pop': 15760, 'tracts': 6}, + 'Henry': {'pop': 17302, 'tracts': 6}, + 'Houston': {'pop': 101547, 'tracts': 22}, + 'Jackson': {'pop': 53227, 'tracts': 11}, + 'Jefferson': {'pop': 658466, 'tracts': 163}, + 'Lamar': {'pop': 14564, 'tracts': 3}, + 'Lauderdale': {'pop': 92709, 'tracts': 22}, + 'Lawrence': {'pop': 34339, 'tracts': 9}, + 'Lee': {'pop': 140247, 'tracts': 27}, + 'Limestone': {'pop': 82782, 'tracts': 16}, + 'Lowndes': {'pop': 11299, 'tracts': 4}, + 'Macon': {'pop': 21452, 'tracts': 12}, + 'Madison': {'pop': 334811, 'tracts': 73}, + 'Marengo': {'pop': 21027, 'tracts': 6}, + 'Marion': {'pop': 30776, 'tracts': 8}, + 'Marshall': {'pop': 93019, 'tracts': 18}, + 'Mobile': {'pop': 412992, 'tracts': 114}, + 'Monroe': {'pop': 23068, 'tracts': 7}, + 'Montgomery': {'pop': 229363, 'tracts': 65}, + 'Morgan': {'pop': 119490, 'tracts': 27}, + 'Perry': {'pop': 10591, 'tracts': 3}, + 'Pickens': {'pop': 19746, 'tracts': 5}, + 'Pike': {'pop': 32899, 'tracts': 8}, + 'Randolph': {'pop': 22913, 'tracts': 6}, + 'Russell': {'pop': 52947, 'tracts': 13}, + 'Shelby': {'pop': 195085, 'tracts': 48}, + 'St. Clair': {'pop': 83593, 'tracts': 13}, + 'Sumter': {'pop': 13763, 'tracts': 4}, + 'Talladega': {'pop': 82291, 'tracts': 22}, + 'Tallapoosa': {'pop': 41616, 'tracts': 10}, + 'Tuscaloosa': {'pop': 194656, 'tracts': 47}, + 'Walker': {'pop': 67023, 'tracts': 18}, + 'Washington': {'pop': 17581, 'tracts': 5}, + 'Wilcox': {'pop': 11670, 'tracts': 4}, + 'Winston': {'pop': 24484, 'tracts': 7}}, + 'AR': {'Arkansas': {'pop': 19019, 'tracts': 8}, + 'Ashley': {'pop': 21853, 'tracts': 7}, + 'Baxter': {'pop': 41513, 'tracts': 9}, + 'Benton': {'pop': 221339, 'tracts': 49}, + 'Boone': {'pop': 36903, 'tracts': 7}, + 'Bradley': {'pop': 11508, 'tracts': 5}, + 'Calhoun': {'pop': 5368, 'tracts': 2}, + 'Carroll': {'pop': 27446, 'tracts': 5}, + 'Chicot': {'pop': 11800, 'tracts': 4}, + 'Clark': {'pop': 22995, 'tracts': 5}, + 'Clay': {'pop': 16083, 'tracts': 6}, + 'Cleburne': {'pop': 25970, 'tracts': 7}, + 'Cleveland': {'pop': 8689, 'tracts': 2}, + 'Columbia': {'pop': 24552, 'tracts': 5}, + 'Conway': {'pop': 21273, 'tracts': 6}, + 'Craighead': {'pop': 96443, 'tracts': 17}, + 'Crawford': {'pop': 61948, 'tracts': 11}, + 'Crittenden': {'pop': 50902, 'tracts': 20}, + 'Cross': {'pop': 17870, 'tracts': 6}, + 'Dallas': {'pop': 8116, 'tracts': 3}, + 'Desha': {'pop': 13008, 'tracts': 5}, + 'Drew': {'pop': 18509, 'tracts': 5}, + 'Faulkner': {'pop': 113237, 'tracts': 25}, + 'Franklin': {'pop': 18125, 'tracts': 3}, + 'Fulton': {'pop': 12245, 'tracts': 2}, + 'Garland': {'pop': 96024, 'tracts': 20}, + 'Grant': {'pop': 17853, 'tracts': 4}, + 'Greene': {'pop': 42090, 'tracts': 9}, + 'Hempstead': {'pop': 22609, 'tracts': 5}, + 'Hot Spring': {'pop': 32923, 'tracts': 7}, + 'Howard': {'pop': 13789, 'tracts': 3}, + 'Independence': {'pop': 36647, 'tracts': 8}, + 'Izard': {'pop': 13696, 'tracts': 4}, + 'Jackson': {'pop': 17997, 'tracts': 5}, + 'Jefferson': {'pop': 77435, 'tracts': 24}, + 'Johnson': {'pop': 25540, 'tracts': 6}, + 'Lafayette': {'pop': 7645, 'tracts': 2}, + 'Lawrence': {'pop': 17415, 'tracts': 6}, + 'Lee': {'pop': 10424, 'tracts': 4}, + 'Lincoln': {'pop': 14134, 'tracts': 4}, + 'Little River': {'pop': 13171, 'tracts': 4}, + 'Logan': {'pop': 22353, 'tracts': 6}, + 'Lonoke': {'pop': 68356, 'tracts': 16}, + 'Madison': {'pop': 15717, 'tracts': 4}, + 'Marion': {'pop': 16653, 'tracts': 4}, + 'Miller': {'pop': 43462, 'tracts': 12}, + 'Mississippi': {'pop': 46480, 'tracts': 12}, + 'Monroe': {'pop': 8149, 'tracts': 3}, + 'Montgomery': {'pop': 9487, 'tracts': 3}, + 'Nevada': {'pop': 8997, 'tracts': 3}, + 'Newton': {'pop': 8330, 'tracts': 2}, + 'Ouachita': {'pop': 26120, 'tracts': 6}, + 'Perry': {'pop': 10445, 'tracts': 3}, + 'Phillips': {'pop': 21757, 'tracts': 6}, + 'Pike': {'pop': 11291, 'tracts': 3}, + 'Poinsett': {'pop': 24583, 'tracts': 7}, + 'Polk': {'pop': 20662, 'tracts': 6}, + 'Pope': {'pop': 61754, 'tracts': 11}, + 'Prairie': {'pop': 8715, 'tracts': 3}, + 'Pulaski': {'pop': 382748, 'tracts': 95}, + 'Randolph': {'pop': 17969, 'tracts': 4}, + 'Saline': {'pop': 107118, 'tracts': 21}, + 'Scott': {'pop': 11233, 'tracts': 3}, + 'Searcy': {'pop': 8195, 'tracts': 3}, + 'Sebastian': {'pop': 125744, 'tracts': 26}, + 'Sevier': {'pop': 17058, 'tracts': 4}, + 'Sharp': {'pop': 17264, 'tracts': 4}, + 'St. Francis': {'pop': 28258, 'tracts': 6}, + 'Stone': {'pop': 12394, 'tracts': 3}, + 'Union': {'pop': 41639, 'tracts': 10}, + 'Van Buren': {'pop': 17295, 'tracts': 5}, + 'Washington': {'pop': 203065, 'tracts': 32}, + 'White': {'pop': 77076, 'tracts': 13}, + 'Woodruff': {'pop': 7260, 'tracts': 2}, + 'Yell': {'pop': 22185, 'tracts': 6}}, + 'AZ': {'Apache': {'pop': 71518, 'tracts': 16}, + 'Cochise': {'pop': 131346, 'tracts': 32}, + 'Coconino': {'pop': 134421, 'tracts': 28}, + 'Gila': {'pop': 53597, 'tracts': 16}, + 'Graham': {'pop': 37220, 'tracts': 9}, + 'Greenlee': {'pop': 8437, 'tracts': 3}, + 'La Paz': {'pop': 20489, 'tracts': 9}, + 'Maricopa': {'pop': 3817117, 'tracts': 916}, + 'Mohave': {'pop': 200186, 'tracts': 43}, + 'Navajo': {'pop': 107449, 'tracts': 31}, + 'Pima': {'pop': 980263, 'tracts': 241}, + 'Pinal': {'pop': 375770, 'tracts': 75}, + 'Santa Cruz': {'pop': 47420, 'tracts': 10}, + 'Yavapai': {'pop': 211033, 'tracts': 42}, + 'Yuma': {'pop': 195751, 'tracts': 55}}, + 'CA': {'Alameda': {'pop': 1510271, 'tracts': 360}, + 'Alpine': {'pop': 1175, 'tracts': 1}, + 'Amador': {'pop': 38091, 'tracts': 9}, + 'Butte': {'pop': 220000, 'tracts': 51}, + 'Calaveras': {'pop': 45578, 'tracts': 10}, + 'Colusa': {'pop': 21419, 'tracts': 5}, + 'Contra Costa': {'pop': 1049025, 'tracts': 208}, + 'Del Norte': {'pop': 28610, 'tracts': 7}, + 'El Dorado': {'pop': 181058, 'tracts': 43}, + 'Fresno': {'pop': 930450, 'tracts': 199}, + 'Glenn': {'pop': 28122, 'tracts': 6}, + 'Humboldt': {'pop': 134623, 'tracts': 30}, + 'Imperial': {'pop': 174528, 'tracts': 31}, + 'Inyo': {'pop': 18546, 'tracts': 6}, + 'Kern': {'pop': 839631, 'tracts': 151}, + 'Kings': {'pop': 152982, 'tracts': 27}, + 'Lake': {'pop': 64665, 'tracts': 15}, + 'Lassen': {'pop': 34895, 'tracts': 9}, + 'Los Angeles': {'pop': 9818605, 'tracts': 2343}, + 'Madera': {'pop': 150865, 'tracts': 23}, + 'Marin': {'pop': 252409, 'tracts': 55}, + 'Mariposa': {'pop': 18251, 'tracts': 6}, + 'Mendocino': {'pop': 87841, 'tracts': 20}, + 'Merced': {'pop': 255793, 'tracts': 49}, + 'Modoc': {'pop': 9686, 'tracts': 4}, + 'Mono': {'pop': 14202, 'tracts': 3}, + 'Monterey': {'pop': 415057, 'tracts': 93}, + 'Napa': {'pop': 136484, 'tracts': 40}, + 'Nevada': {'pop': 98764, 'tracts': 20}, + 'Orange': {'pop': 3010232, 'tracts': 583}, + 'Placer': {'pop': 348432, 'tracts': 85}, + 'Plumas': {'pop': 20007, 'tracts': 7}, + 'Riverside': {'pop': 2189641, 'tracts': 453}, + 'Sacramento': {'pop': 1418788, 'tracts': 317}, + 'San Benito': {'pop': 55269, 'tracts': 11}, + 'San Bernardino': {'pop': 2035210, 'tracts': 369}, + 'San Diego': {'pop': 3095313, 'tracts': 628}, + 'San Francisco': {'pop': 805235, 'tracts': 196}, + 'San Joaquin': {'pop': 685306, 'tracts': 139}, + 'San Luis Obispo': {'pop': 269637, 'tracts': 53}, + 'San Mateo': {'pop': 718451, 'tracts': 158}, + 'Santa Barbara': {'pop': 423895, 'tracts': 90}, + 'Santa Clara': {'pop': 1781642, 'tracts': 372}, + 'Santa Cruz': {'pop': 262382, 'tracts': 52}, + 'Shasta': {'pop': 177223, 'tracts': 48}, + 'Sierra': {'pop': 3240, 'tracts': 1}, + 'Siskiyou': {'pop': 44900, 'tracts': 14}, + 'Solano': {'pop': 413344, 'tracts': 96}, + 'Sonoma': {'pop': 483878, 'tracts': 99}, + 'Stanislaus': {'pop': 514453, 'tracts': 94}, + 'Sutter': {'pop': 94737, 'tracts': 21}, + 'Tehama': {'pop': 63463, 'tracts': 11}, + 'Trinity': {'pop': 13786, 'tracts': 5}, + 'Tulare': {'pop': 442179, 'tracts': 78}, + 'Tuolumne': {'pop': 55365, 'tracts': 11}, + 'Ventura': {'pop': 823318, 'tracts': 174}, + 'Yolo': {'pop': 200849, 'tracts': 41}, + 'Yuba': {'pop': 72155, 'tracts': 14}}, + 'CO': {'Adams': {'pop': 441603, 'tracts': 97}, + 'Alamosa': {'pop': 15445, 'tracts': 4}, + 'Arapahoe': {'pop': 572003, 'tracts': 147}, + 'Archuleta': {'pop': 12084, 'tracts': 4}, + 'Baca': {'pop': 3788, 'tracts': 2}, + 'Bent': {'pop': 6499, 'tracts': 1}, + 'Boulder': {'pop': 294567, 'tracts': 68}, + 'Broomfield': {'pop': 55889, 'tracts': 18}, + 'Chaffee': {'pop': 17809, 'tracts': 5}, + 'Cheyenne': {'pop': 1836, 'tracts': 1}, + 'Clear Creek': {'pop': 9088, 'tracts': 3}, + 'Conejos': {'pop': 8256, 'tracts': 2}, + 'Costilla': {'pop': 3524, 'tracts': 2}, + 'Crowley': {'pop': 5823, 'tracts': 1}, + 'Custer': {'pop': 4255, 'tracts': 1}, + 'Delta': {'pop': 30952, 'tracts': 7}, + 'Denver': {'pop': 600158, 'tracts': 144}, + 'Dolores': {'pop': 2064, 'tracts': 1}, + 'Douglas': {'pop': 285465, 'tracts': 61}, + 'Eagle': {'pop': 52197, 'tracts': 14}, + 'El Paso': {'pop': 622263, 'tracts': 130}, + 'Elbert': {'pop': 23086, 'tracts': 7}, + 'Fremont': {'pop': 46824, 'tracts': 14}, + 'Garfield': {'pop': 56389, 'tracts': 11}, + 'Gilpin': {'pop': 5441, 'tracts': 1}, + 'Grand': {'pop': 14843, 'tracts': 3}, + 'Gunnison': {'pop': 15324, 'tracts': 4}, + 'Hinsdale': {'pop': 843, 'tracts': 1}, + 'Huerfano': {'pop': 6711, 'tracts': 2}, + 'Jackson': {'pop': 1394, 'tracts': 1}, + 'Jefferson': {'pop': 534543, 'tracts': 138}, + 'Kiowa': {'pop': 1398, 'tracts': 1}, + 'Kit Carson': {'pop': 8270, 'tracts': 3}, + 'La Plata': {'pop': 51334, 'tracts': 10}, + 'Lake': {'pop': 7310, 'tracts': 2}, + 'Larimer': {'pop': 299630, 'tracts': 73}, + 'Las Animas': {'pop': 15507, 'tracts': 6}, + 'Lincoln': {'pop': 5467, 'tracts': 2}, + 'Logan': {'pop': 22709, 'tracts': 6}, + 'Mesa': {'pop': 146723, 'tracts': 29}, + 'Mineral': {'pop': 712, 'tracts': 1}, + 'Moffat': {'pop': 13795, 'tracts': 4}, + 'Montezuma': {'pop': 25535, 'tracts': 7}, + 'Montrose': {'pop': 41276, 'tracts': 10}, + 'Morgan': {'pop': 28159, 'tracts': 8}, + 'Otero': {'pop': 18831, 'tracts': 7}, + 'Ouray': {'pop': 4436, 'tracts': 1}, + 'Park': {'pop': 16206, 'tracts': 5}, + 'Phillips': {'pop': 4442, 'tracts': 2}, + 'Pitkin': {'pop': 17148, 'tracts': 4}, + 'Prowers': {'pop': 12551, 'tracts': 5}, + 'Pueblo': {'pop': 159063, 'tracts': 55}, + 'Rio Blanco': {'pop': 6666, 'tracts': 2}, + 'Rio Grande': {'pop': 11982, 'tracts': 3}, + 'Routt': {'pop': 23509, 'tracts': 8}, + 'Saguache': {'pop': 6108, 'tracts': 2}, + 'San Juan': {'pop': 699, 'tracts': 1}, + 'San Miguel': {'pop': 7359, 'tracts': 4}, + 'Sedgwick': {'pop': 2379, 'tracts': 1}, + 'Summit': {'pop': 27994, 'tracts': 5}, + 'Teller': {'pop': 23350, 'tracts': 6}, + 'Washington': {'pop': 4814, 'tracts': 2}, + 'Weld': {'pop': 252825, 'tracts': 77}, + 'Yuma': {'pop': 10043, 'tracts': 2}}, + 'CT': {'Fairfield': {'pop': 916829, 'tracts': 211}, + 'Hartford': {'pop': 894014, 'tracts': 224}, + 'Litchfield': {'pop': 189927, 'tracts': 51}, + 'Middlesex': {'pop': 165676, 'tracts': 36}, + 'New Haven': {'pop': 862477, 'tracts': 190}, + 'New London': {'pop': 274055, 'tracts': 66}, + 'Tolland': {'pop': 152691, 'tracts': 29}, + 'Windham': {'pop': 118428, 'tracts': 25}}, + 'DC': {'District of Columbia': {'pop': 601723, 'tracts': 179}}, + 'DE': {'Kent': {'pop': 162310, 'tracts': 33}, + 'New Castle': {'pop': 538479, 'tracts': 131}, + 'Sussex': {'pop': 197145, 'tracts': 54}}, + 'FL': {'Alachua': {'pop': 247336, 'tracts': 56}, + 'Baker': {'pop': 27115, 'tracts': 4}, + 'Bay': {'pop': 168852, 'tracts': 44}, + 'Bradford': {'pop': 28520, 'tracts': 4}, + 'Brevard': {'pop': 543376, 'tracts': 113}, + 'Broward': {'pop': 1748066, 'tracts': 361}, + 'Calhoun': {'pop': 14625, 'tracts': 3}, + 'Charlotte': {'pop': 159978, 'tracts': 39}, + 'Citrus': {'pop': 141236, 'tracts': 27}, + 'Clay': {'pop': 190865, 'tracts': 30}, + 'Collier': {'pop': 321520, 'tracts': 73}, + 'Columbia': {'pop': 67531, 'tracts': 12}, + 'DeSoto': {'pop': 34862, 'tracts': 9}, + 'Dixie': {'pop': 16422, 'tracts': 3}, + 'Duval': {'pop': 864263, 'tracts': 173}, + 'Escambia': {'pop': 297619, 'tracts': 71}, + 'Flagler': {'pop': 95696, 'tracts': 20}, + 'Franklin': {'pop': 11549, 'tracts': 4}, + 'Gadsden': {'pop': 46389, 'tracts': 9}, + 'Gilchrist': {'pop': 16939, 'tracts': 5}, + 'Glades': {'pop': 12884, 'tracts': 4}, + 'Gulf': {'pop': 15863, 'tracts': 3}, + 'Hamilton': {'pop': 14799, 'tracts': 3}, + 'Hardee': {'pop': 27731, 'tracts': 6}, + 'Hendry': {'pop': 39140, 'tracts': 7}, + 'Hernando': {'pop': 172778, 'tracts': 45}, + 'Highlands': {'pop': 98786, 'tracts': 27}, + 'Hillsborough': {'pop': 1229226, 'tracts': 321}, + 'Holmes': {'pop': 19927, 'tracts': 4}, + 'Indian River': {'pop': 138028, 'tracts': 30}, + 'Jackson': {'pop': 49746, 'tracts': 11}, + 'Jefferson': {'pop': 14761, 'tracts': 3}, + 'Lafayette': {'pop': 8870, 'tracts': 2}, + 'Lake': {'pop': 297052, 'tracts': 56}, + 'Lee': {'pop': 618754, 'tracts': 166}, + 'Leon': {'pop': 275487, 'tracts': 68}, + 'Levy': {'pop': 40801, 'tracts': 9}, + 'Liberty': {'pop': 8365, 'tracts': 2}, + 'Madison': {'pop': 19224, 'tracts': 5}, + 'Manatee': {'pop': 322833, 'tracts': 78}, + 'Marion': {'pop': 331298, 'tracts': 63}, + 'Martin': {'pop': 146318, 'tracts': 35}, + 'Miami-Dade': {'pop': 2496435, 'tracts': 519}, + 'Monroe': {'pop': 73090, 'tracts': 30}, + 'Nassau': {'pop': 73314, 'tracts': 12}, + 'Okaloosa': {'pop': 180822, 'tracts': 41}, + 'Okeechobee': {'pop': 39996, 'tracts': 12}, + 'Orange': {'pop': 1145956, 'tracts': 207}, + 'Osceola': {'pop': 268685, 'tracts': 41}, + 'Palm Beach': {'pop': 1320134, 'tracts': 337}, + 'Pasco': {'pop': 464697, 'tracts': 134}, + 'Pinellas': {'pop': 916542, 'tracts': 245}, + 'Polk': {'pop': 602095, 'tracts': 154}, + 'Putnam': {'pop': 74364, 'tracts': 17}, + 'Santa Rosa': {'pop': 151372, 'tracts': 25}, + 'Sarasota': {'pop': 379448, 'tracts': 94}, + 'Seminole': {'pop': 422718, 'tracts': 86}, + 'St. Johns': {'pop': 190039, 'tracts': 40}, + 'St. Lucie': {'pop': 277789, 'tracts': 44}, + 'Sumter': {'pop': 93420, 'tracts': 19}, + 'Suwannee': {'pop': 41551, 'tracts': 7}, + 'Taylor': {'pop': 22570, 'tracts': 4}, + 'Union': {'pop': 15535, 'tracts': 3}, + 'Volusia': {'pop': 494593, 'tracts': 113}, + 'Wakulla': {'pop': 30776, 'tracts': 4}, + 'Walton': {'pop': 55043, 'tracts': 11}, + 'Washington': {'pop': 24896, 'tracts': 7}}, + 'GA': {'Appling': {'pop': 18236, 'tracts': 5}, + 'Atkinson': {'pop': 8375, 'tracts': 3}, + 'Bacon': {'pop': 11096, 'tracts': 3}, + 'Baker': {'pop': 3451, 'tracts': 2}, + 'Baldwin': {'pop': 45720, 'tracts': 9}, + 'Banks': {'pop': 18395, 'tracts': 4}, + 'Barrow': {'pop': 69367, 'tracts': 18}, + 'Bartow': {'pop': 100157, 'tracts': 15}, + 'Ben Hill': {'pop': 17634, 'tracts': 5}, + 'Berrien': {'pop': 19286, 'tracts': 6}, + 'Bibb': {'pop': 155547, 'tracts': 44}, + 'Bleckley': {'pop': 13063, 'tracts': 3}, + 'Brantley': {'pop': 18411, 'tracts': 3}, + 'Brooks': {'pop': 16243, 'tracts': 5}, + 'Bryan': {'pop': 30233, 'tracts': 7}, + 'Bulloch': {'pop': 70217, 'tracts': 12}, + 'Burke': {'pop': 23316, 'tracts': 6}, + 'Butts': {'pop': 23655, 'tracts': 3}, + 'Calhoun': {'pop': 6694, 'tracts': 2}, + 'Camden': {'pop': 50513, 'tracts': 10}, + 'Candler': {'pop': 10998, 'tracts': 3}, + 'Carroll': {'pop': 110527, 'tracts': 17}, + 'Catoosa': {'pop': 63942, 'tracts': 11}, + 'Charlton': {'pop': 12171, 'tracts': 2}, + 'Chatham': {'pop': 265128, 'tracts': 72}, + 'Chattahoochee': {'pop': 11267, 'tracts': 5}, + 'Chattooga': {'pop': 26015, 'tracts': 6}, + 'Cherokee': {'pop': 214346, 'tracts': 26}, + 'Clarke': {'pop': 116714, 'tracts': 30}, + 'Clay': {'pop': 3183, 'tracts': 1}, + 'Clayton': {'pop': 259424, 'tracts': 50}, + 'Clinch': {'pop': 6798, 'tracts': 2}, + 'Cobb': {'pop': 688078, 'tracts': 120}, + 'Coffee': {'pop': 42356, 'tracts': 9}, + 'Colquitt': {'pop': 45498, 'tracts': 10}, + 'Columbia': {'pop': 124053, 'tracts': 20}, + 'Cook': {'pop': 17212, 'tracts': 4}, + 'Coweta': {'pop': 127317, 'tracts': 20}, + 'Crawford': {'pop': 12630, 'tracts': 3}, + 'Crisp': {'pop': 23439, 'tracts': 6}, + 'Dade': {'pop': 16633, 'tracts': 4}, + 'Dawson': {'pop': 22330, 'tracts': 3}, + 'DeKalb': {'pop': 691893, 'tracts': 145}, + 'Decatur': {'pop': 27842, 'tracts': 7}, + 'Dodge': {'pop': 21796, 'tracts': 6}, + 'Dooly': {'pop': 14918, 'tracts': 3}, + 'Dougherty': {'pop': 94565, 'tracts': 27}, + 'Douglas': {'pop': 132403, 'tracts': 20}, + 'Early': {'pop': 11008, 'tracts': 5}, + 'Echols': {'pop': 4034, 'tracts': 2}, + 'Effingham': {'pop': 52250, 'tracts': 10}, + 'Elbert': {'pop': 20166, 'tracts': 5}, + 'Emanuel': {'pop': 22598, 'tracts': 6}, + 'Evans': {'pop': 11000, 'tracts': 3}, + 'Fannin': {'pop': 23682, 'tracts': 5}, + 'Fayette': {'pop': 106567, 'tracts': 20}, + 'Floyd': {'pop': 96317, 'tracts': 20}, + 'Forsyth': {'pop': 175511, 'tracts': 45}, + 'Franklin': {'pop': 22084, 'tracts': 5}, + 'Fulton': {'pop': 920581, 'tracts': 204}, + 'Gilmer': {'pop': 28292, 'tracts': 5}, + 'Glascock': {'pop': 3082, 'tracts': 1}, + 'Glynn': {'pop': 79626, 'tracts': 15}, + 'Gordon': {'pop': 55186, 'tracts': 9}, + 'Grady': {'pop': 25011, 'tracts': 6}, + 'Greene': {'pop': 15994, 'tracts': 7}, + 'Gwinnett': {'pop': 805321, 'tracts': 113}, + 'Habersham': {'pop': 43041, 'tracts': 8}, + 'Hall': {'pop': 179684, 'tracts': 36}, + 'Hancock': {'pop': 9429, 'tracts': 2}, + 'Haralson': {'pop': 28780, 'tracts': 5}, + 'Harris': {'pop': 32024, 'tracts': 5}, + 'Hart': {'pop': 25213, 'tracts': 5}, + 'Heard': {'pop': 11834, 'tracts': 3}, + 'Henry': {'pop': 203922, 'tracts': 25}, + 'Houston': {'pop': 139900, 'tracts': 23}, + 'Irwin': {'pop': 9538, 'tracts': 2}, + 'Jackson': {'pop': 60485, 'tracts': 11}, + 'Jasper': {'pop': 13900, 'tracts': 3}, + 'Jeff Davis': {'pop': 15068, 'tracts': 3}, + 'Jefferson': {'pop': 16930, 'tracts': 4}, + 'Jenkins': {'pop': 8340, 'tracts': 2}, + 'Johnson': {'pop': 9980, 'tracts': 3}, + 'Jones': {'pop': 28669, 'tracts': 6}, + 'Lamar': {'pop': 18317, 'tracts': 3}, + 'Lanier': {'pop': 10078, 'tracts': 2}, + 'Laurens': {'pop': 48434, 'tracts': 13}, + 'Lee': {'pop': 28298, 'tracts': 5}, + 'Liberty': {'pop': 63453, 'tracts': 14}, + 'Lincoln': {'pop': 7996, 'tracts': 2}, + 'Long': {'pop': 14464, 'tracts': 3}, + 'Lowndes': {'pop': 109233, 'tracts': 25}, + 'Lumpkin': {'pop': 29966, 'tracts': 4}, + 'Macon': {'pop': 14740, 'tracts': 4}, + 'Madison': {'pop': 28120, 'tracts': 6}, + 'Marion': {'pop': 8742, 'tracts': 2}, + 'McDuffie': {'pop': 21875, 'tracts': 5}, + 'McIntosh': {'pop': 14333, 'tracts': 4}, + 'Meriwether': {'pop': 21992, 'tracts': 4}, + 'Miller': {'pop': 6125, 'tracts': 3}, + 'Mitchell': {'pop': 23498, 'tracts': 5}, + 'Monroe': {'pop': 26424, 'tracts': 5}, + 'Montgomery': {'pop': 9123, 'tracts': 3}, + 'Morgan': {'pop': 17868, 'tracts': 5}, + 'Murray': {'pop': 39628, 'tracts': 8}, + 'Muscogee': {'pop': 189885, 'tracts': 53}, + 'Newton': {'pop': 99958, 'tracts': 13}, + 'Oconee': {'pop': 32808, 'tracts': 6}, + 'Oglethorpe': {'pop': 14899, 'tracts': 4}, + 'Paulding': {'pop': 142324, 'tracts': 19}, + 'Peach': {'pop': 27695, 'tracts': 6}, + 'Pickens': {'pop': 29431, 'tracts': 6}, + 'Pierce': {'pop': 18758, 'tracts': 4}, + 'Pike': {'pop': 17869, 'tracts': 4}, + 'Polk': {'pop': 41475, 'tracts': 7}, + 'Pulaski': {'pop': 12010, 'tracts': 3}, + 'Putnam': {'pop': 21218, 'tracts': 5}, + 'Quitman': {'pop': 2513, 'tracts': 1}, + 'Rabun': {'pop': 16276, 'tracts': 5}, + 'Randolph': {'pop': 7719, 'tracts': 2}, + 'Richmond': {'pop': 200549, 'tracts': 47}, + 'Rockdale': {'pop': 85215, 'tracts': 15}, + 'Schley': {'pop': 5010, 'tracts': 2}, + 'Screven': {'pop': 14593, 'tracts': 5}, + 'Seminole': {'pop': 8729, 'tracts': 3}, + 'Spalding': {'pop': 64073, 'tracts': 12}, + 'Stephens': {'pop': 26175, 'tracts': 5}, + 'Stewart': {'pop': 6058, 'tracts': 2}, + 'Sumter': {'pop': 32819, 'tracts': 8}, + 'Talbot': {'pop': 6865, 'tracts': 3}, + 'Taliaferro': {'pop': 1717, 'tracts': 1}, + 'Tattnall': {'pop': 25520, 'tracts': 5}, + 'Taylor': {'pop': 8906, 'tracts': 3}, + 'Telfair': {'pop': 16500, 'tracts': 3}, + 'Terrell': {'pop': 9315, 'tracts': 4}, + 'Thomas': {'pop': 44720, 'tracts': 11}, + 'Tift': {'pop': 40118, 'tracts': 9}, + 'Toombs': {'pop': 27223, 'tracts': 6}, + 'Towns': {'pop': 10471, 'tracts': 3}, + 'Treutlen': {'pop': 6885, 'tracts': 2}, + 'Troup': {'pop': 67044, 'tracts': 14}, + 'Turner': {'pop': 8930, 'tracts': 2}, + 'Twiggs': {'pop': 9023, 'tracts': 2}, + 'Union': {'pop': 21356, 'tracts': 6}, + 'Upson': {'pop': 27153, 'tracts': 7}, + 'Walker': {'pop': 68756, 'tracts': 13}, + 'Walton': {'pop': 83768, 'tracts': 15}, + 'Ware': {'pop': 36312, 'tracts': 9}, + 'Warren': {'pop': 5834, 'tracts': 2}, + 'Washington': {'pop': 21187, 'tracts': 5}, + 'Wayne': {'pop': 30099, 'tracts': 6}, + 'Webster': {'pop': 2799, 'tracts': 2}, + 'Wheeler': {'pop': 7421, 'tracts': 2}, + 'White': {'pop': 27144, 'tracts': 5}, + 'Whitfield': {'pop': 102599, 'tracts': 18}, + 'Wilcox': {'pop': 9255, 'tracts': 4}, + 'Wilkes': {'pop': 10593, 'tracts': 4}, + 'Wilkinson': {'pop': 9563, 'tracts': 3}, + 'Worth': {'pop': 21679, 'tracts': 5}}, + 'HI': {'Hawaii': {'pop': 185079, 'tracts': 34}, + 'Honolulu': {'pop': 953207, 'tracts': 244}, + 'Kalawao': {'pop': 90, 'tracts': 1}, + 'Kauai': {'pop': 67091, 'tracts': 16}, + 'Maui': {'pop': 154834, 'tracts': 37}}, + 'IA': {'Adair': {'pop': 7682, 'tracts': 3}, + 'Adams': {'pop': 4029, 'tracts': 2}, + 'Allamakee': {'pop': 14330, 'tracts': 5}, + 'Appanoose': {'pop': 12887, 'tracts': 5}, + 'Audubon': {'pop': 6119, 'tracts': 3}, + 'Benton': {'pop': 26076, 'tracts': 7}, + 'Black Hawk': {'pop': 131090, 'tracts': 38}, + 'Boone': {'pop': 26306, 'tracts': 7}, + 'Bremer': {'pop': 24276, 'tracts': 8}, + 'Buchanan': {'pop': 20958, 'tracts': 6}, + 'Buena Vista': {'pop': 20260, 'tracts': 6}, + 'Butler': {'pop': 14867, 'tracts': 5}, + 'Calhoun': {'pop': 9670, 'tracts': 4}, + 'Carroll': {'pop': 20816, 'tracts': 6}, + 'Cass': {'pop': 13956, 'tracts': 5}, + 'Cedar': {'pop': 18499, 'tracts': 5}, + 'Cerro Gordo': {'pop': 44151, 'tracts': 11}, + 'Cherokee': {'pop': 12072, 'tracts': 4}, + 'Chickasaw': {'pop': 12439, 'tracts': 4}, + 'Clarke': {'pop': 9286, 'tracts': 3}, + 'Clay': {'pop': 16667, 'tracts': 4}, + 'Clayton': {'pop': 18129, 'tracts': 6}, + 'Clinton': {'pop': 49116, 'tracts': 12}, + 'Crawford': {'pop': 17096, 'tracts': 5}, + 'Dallas': {'pop': 66135, 'tracts': 15}, + 'Davis': {'pop': 8753, 'tracts': 2}, + 'Decatur': {'pop': 8457, 'tracts': 3}, + 'Delaware': {'pop': 17764, 'tracts': 4}, + 'Des Moines': {'pop': 40325, 'tracts': 11}, + 'Dickinson': {'pop': 16667, 'tracts': 5}, + 'Dubuque': {'pop': 93653, 'tracts': 26}, + 'Emmet': {'pop': 10302, 'tracts': 4}, + 'Fayette': {'pop': 20880, 'tracts': 7}, + 'Floyd': {'pop': 16303, 'tracts': 5}, + 'Franklin': {'pop': 10680, 'tracts': 3}, + 'Fremont': {'pop': 7441, 'tracts': 3}, + 'Greene': {'pop': 9336, 'tracts': 4}, + 'Grundy': {'pop': 12453, 'tracts': 4}, + 'Guthrie': {'pop': 10954, 'tracts': 3}, + 'Hamilton': {'pop': 15673, 'tracts': 5}, + 'Hancock': {'pop': 11341, 'tracts': 4}, + 'Hardin': {'pop': 17534, 'tracts': 6}, + 'Harrison': {'pop': 14928, 'tracts': 5}, + 'Henry': {'pop': 20145, 'tracts': 5}, + 'Howard': {'pop': 9566, 'tracts': 3}, + 'Humboldt': {'pop': 9815, 'tracts': 4}, + 'Ida': {'pop': 7089, 'tracts': 3}, + 'Iowa': {'pop': 16355, 'tracts': 4}, + 'Jackson': {'pop': 19848, 'tracts': 6}, + 'Jasper': {'pop': 36842, 'tracts': 9}, + 'Jefferson': {'pop': 16843, 'tracts': 4}, + 'Johnson': {'pop': 130882, 'tracts': 24}, + 'Jones': {'pop': 20638, 'tracts': 5}, + 'Keokuk': {'pop': 10511, 'tracts': 4}, + 'Kossuth': {'pop': 15543, 'tracts': 6}, + 'Lee': {'pop': 35862, 'tracts': 11}, + 'Linn': {'pop': 211226, 'tracts': 45}, + 'Louisa': {'pop': 11387, 'tracts': 3}, + 'Lucas': {'pop': 8898, 'tracts': 4}, + 'Lyon': {'pop': 11581, 'tracts': 3}, + 'Madison': {'pop': 15679, 'tracts': 3}, + 'Mahaska': {'pop': 22381, 'tracts': 7}, + 'Marion': {'pop': 33309, 'tracts': 8}, + 'Marshall': {'pop': 40648, 'tracts': 10}, + 'Mills': {'pop': 15059, 'tracts': 5}, + 'Mitchell': {'pop': 10776, 'tracts': 3}, + 'Monona': {'pop': 9243, 'tracts': 4}, + 'Monroe': {'pop': 7970, 'tracts': 3}, + 'Montgomery': {'pop': 10740, 'tracts': 4}, + 'Muscatine': {'pop': 42745, 'tracts': 10}, + "O'Brien": {'pop': 14398, 'tracts': 4}, + 'Osceola': {'pop': 6462, 'tracts': 2}, + 'Page': {'pop': 15932, 'tracts': 6}, + 'Palo Alto': {'pop': 9421, 'tracts': 4}, + 'Plymouth': {'pop': 24986, 'tracts': 6}, + 'Pocahontas': {'pop': 7310, 'tracts': 3}, + 'Polk': {'pop': 430640, 'tracts': 98}, + 'Pottawattamie': {'pop': 93158, 'tracts': 30}, + 'Poweshiek': {'pop': 18914, 'tracts': 5}, + 'Ringgold': {'pop': 5131, 'tracts': 2}, + 'Sac': {'pop': 10350, 'tracts': 4}, + 'Scott': {'pop': 165224, 'tracts': 47}, + 'Shelby': {'pop': 12167, 'tracts': 4}, + 'Sioux': {'pop': 33704, 'tracts': 7}, + 'Story': {'pop': 89542, 'tracts': 20}, + 'Tama': {'pop': 17767, 'tracts': 6}, + 'Taylor': {'pop': 6317, 'tracts': 3}, + 'Union': {'pop': 12534, 'tracts': 4}, + 'Van Buren': {'pop': 7570, 'tracts': 2}, + 'Wapello': {'pop': 35625, 'tracts': 11}, + 'Warren': {'pop': 46225, 'tracts': 12}, + 'Washington': {'pop': 21704, 'tracts': 5}, + 'Wayne': {'pop': 6403, 'tracts': 3}, + 'Webster': {'pop': 38013, 'tracts': 12}, + 'Winnebago': {'pop': 10866, 'tracts': 3}, + 'Winneshiek': {'pop': 21056, 'tracts': 5}, + 'Woodbury': {'pop': 102172, 'tracts': 26}, + 'Worth': {'pop': 7598, 'tracts': 3}, + 'Wright': {'pop': 13229, 'tracts': 5}}, + 'ID': {'Ada': {'pop': 392365, 'tracts': 59}, + 'Adams': {'pop': 3976, 'tracts': 2}, + 'Bannock': {'pop': 82839, 'tracts': 22}, + 'Bear Lake': {'pop': 5986, 'tracts': 2}, + 'Benewah': {'pop': 9285, 'tracts': 2}, + 'Bingham': {'pop': 45607, 'tracts': 8}, + 'Blaine': {'pop': 21376, 'tracts': 4}, + 'Boise': {'pop': 7028, 'tracts': 1}, + 'Bonner': {'pop': 40877, 'tracts': 9}, + 'Bonneville': {'pop': 104234, 'tracts': 21}, + 'Boundary': {'pop': 10972, 'tracts': 2}, + 'Butte': {'pop': 2891, 'tracts': 1}, + 'Camas': {'pop': 1117, 'tracts': 1}, + 'Canyon': {'pop': 188923, 'tracts': 29}, + 'Caribou': {'pop': 6963, 'tracts': 2}, + 'Cassia': {'pop': 22952, 'tracts': 6}, + 'Clark': {'pop': 982, 'tracts': 1}, + 'Clearwater': {'pop': 8761, 'tracts': 2}, + 'Custer': {'pop': 4368, 'tracts': 1}, + 'Elmore': {'pop': 27038, 'tracts': 5}, + 'Franklin': {'pop': 12786, 'tracts': 2}, + 'Fremont': {'pop': 13242, 'tracts': 3}, + 'Gem': {'pop': 16719, 'tracts': 3}, + 'Gooding': {'pop': 15464, 'tracts': 2}, + 'Idaho': {'pop': 16267, 'tracts': 5}, + 'Jefferson': {'pop': 26140, 'tracts': 4}, + 'Jerome': {'pop': 22374, 'tracts': 5}, + 'Kootenai': {'pop': 138494, 'tracts': 25}, + 'Latah': {'pop': 37244, 'tracts': 7}, + 'Lemhi': {'pop': 7936, 'tracts': 3}, + 'Lewis': {'pop': 3821, 'tracts': 3}, + 'Lincoln': {'pop': 5208, 'tracts': 1}, + 'Madison': {'pop': 37536, 'tracts': 6}, + 'Minidoka': {'pop': 20069, 'tracts': 5}, + 'Nez Perce': {'pop': 39265, 'tracts': 10}, + 'Oneida': {'pop': 4286, 'tracts': 1}, + 'Owyhee': {'pop': 11526, 'tracts': 3}, + 'Payette': {'pop': 22623, 'tracts': 4}, + 'Power': {'pop': 7817, 'tracts': 2}, + 'Shoshone': {'pop': 12765, 'tracts': 3}, + 'Teton': {'pop': 10170, 'tracts': 1}, + 'Twin Falls': {'pop': 77230, 'tracts': 14}, + 'Valley': {'pop': 9862, 'tracts': 3}, + 'Washington': {'pop': 10198, 'tracts': 3}}, + 'IL': {'Adams': {'pop': 67103, 'tracts': 18}, + 'Alexander': {'pop': 8238, 'tracts': 4}, + 'Bond': {'pop': 17768, 'tracts': 4}, + 'Boone': {'pop': 54165, 'tracts': 7}, + 'Brown': {'pop': 6937, 'tracts': 2}, + 'Bureau': {'pop': 34978, 'tracts': 10}, + 'Calhoun': {'pop': 5089, 'tracts': 2}, + 'Carroll': {'pop': 15387, 'tracts': 6}, + 'Cass': {'pop': 13642, 'tracts': 5}, + 'Champaign': {'pop': 201081, 'tracts': 43}, + 'Christian': {'pop': 34800, 'tracts': 10}, + 'Clark': {'pop': 16335, 'tracts': 4}, + 'Clay': {'pop': 13815, 'tracts': 4}, + 'Clinton': {'pop': 37762, 'tracts': 8}, + 'Coles': {'pop': 53873, 'tracts': 12}, + 'Cook': {'pop': 5194675, 'tracts': 1318}, + 'Crawford': {'pop': 19817, 'tracts': 6}, + 'Cumberland': {'pop': 11048, 'tracts': 3}, + 'De Witt': {'pop': 16561, 'tracts': 5}, + 'DeKalb': {'pop': 105160, 'tracts': 21}, + 'Douglas': {'pop': 19980, 'tracts': 5}, + 'DuPage': {'pop': 916924, 'tracts': 216}, + 'Edgar': {'pop': 18576, 'tracts': 5}, + 'Edwards': {'pop': 6721, 'tracts': 3}, + 'Effingham': {'pop': 34242, 'tracts': 8}, + 'Fayette': {'pop': 22140, 'tracts': 7}, + 'Ford': {'pop': 14081, 'tracts': 5}, + 'Franklin': {'pop': 39561, 'tracts': 12}, + 'Fulton': {'pop': 37069, 'tracts': 12}, + 'Gallatin': {'pop': 5589, 'tracts': 2}, + 'Greene': {'pop': 13886, 'tracts': 5}, + 'Grundy': {'pop': 50063, 'tracts': 10}, + 'Hamilton': {'pop': 8457, 'tracts': 3}, + 'Hancock': {'pop': 19104, 'tracts': 7}, + 'Hardin': {'pop': 4320, 'tracts': 2}, + 'Henderson': {'pop': 7331, 'tracts': 3}, + 'Henry': {'pop': 50486, 'tracts': 13}, + 'Iroquois': {'pop': 29718, 'tracts': 9}, + 'Jackson': {'pop': 60218, 'tracts': 14}, + 'Jasper': {'pop': 9698, 'tracts': 3}, + 'Jefferson': {'pop': 38827, 'tracts': 11}, + 'Jersey': {'pop': 22985, 'tracts': 6}, + 'Jo Daviess': {'pop': 22678, 'tracts': 6}, + 'Johnson': {'pop': 12582, 'tracts': 4}, + 'Kane': {'pop': 515269, 'tracts': 82}, + 'Kankakee': {'pop': 113449, 'tracts': 29}, + 'Kendall': {'pop': 114736, 'tracts': 10}, + 'Knox': {'pop': 52919, 'tracts': 16}, + 'La Salle': {'pop': 113924, 'tracts': 28}, + 'Lake': {'pop': 703462, 'tracts': 153}, + 'Lawrence': {'pop': 16833, 'tracts': 5}, + 'Lee': {'pop': 36031, 'tracts': 9}, + 'Livingston': {'pop': 38950, 'tracts': 10}, + 'Logan': {'pop': 30305, 'tracts': 8}, + 'Macon': {'pop': 110768, 'tracts': 34}, + 'Macoupin': {'pop': 47765, 'tracts': 13}, + 'Madison': {'pop': 269282, 'tracts': 61}, + 'Marion': {'pop': 39437, 'tracts': 12}, + 'Marshall': {'pop': 12640, 'tracts': 5}, + 'Mason': {'pop': 14666, 'tracts': 6}, + 'Massac': {'pop': 15429, 'tracts': 4}, + 'McDonough': {'pop': 32612, 'tracts': 10}, + 'McHenry': {'pop': 308760, 'tracts': 52}, + 'McLean': {'pop': 169572, 'tracts': 41}, + 'Menard': {'pop': 12705, 'tracts': 3}, + 'Mercer': {'pop': 16434, 'tracts': 4}, + 'Monroe': {'pop': 32957, 'tracts': 6}, + 'Montgomery': {'pop': 30104, 'tracts': 8}, + 'Morgan': {'pop': 35547, 'tracts': 10}, + 'Moultrie': {'pop': 14846, 'tracts': 4}, + 'Ogle': {'pop': 53497, 'tracts': 11}, + 'Peoria': {'pop': 186494, 'tracts': 48}, + 'Perry': {'pop': 22350, 'tracts': 6}, + 'Piatt': {'pop': 16729, 'tracts': 4}, + 'Pike': {'pop': 16430, 'tracts': 5}, + 'Pope': {'pop': 4470, 'tracts': 2}, + 'Pulaski': {'pop': 6161, 'tracts': 2}, + 'Putnam': {'pop': 6006, 'tracts': 2}, + 'Randolph': {'pop': 33476, 'tracts': 9}, + 'Richland': {'pop': 16233, 'tracts': 5}, + 'Rock Island': {'pop': 147546, 'tracts': 40}, + 'Saline': {'pop': 24913, 'tracts': 9}, + 'Sangamon': {'pop': 197465, 'tracts': 53}, + 'Schuyler': {'pop': 7544, 'tracts': 3}, + 'Scott': {'pop': 5355, 'tracts': 2}, + 'Shelby': {'pop': 22363, 'tracts': 6}, + 'St. Clair': {'pop': 270056, 'tracts': 60}, + 'Stark': {'pop': 5994, 'tracts': 2}, + 'Stephenson': {'pop': 47711, 'tracts': 13}, + 'Tazewell': {'pop': 135394, 'tracts': 30}, + 'Union': {'pop': 17808, 'tracts': 5}, + 'Vermilion': {'pop': 81625, 'tracts': 24}, + 'Wabash': {'pop': 11947, 'tracts': 4}, + 'Warren': {'pop': 17707, 'tracts': 5}, + 'Washington': {'pop': 14716, 'tracts': 4}, + 'Wayne': {'pop': 16760, 'tracts': 5}, + 'White': {'pop': 14665, 'tracts': 5}, + 'Whiteside': {'pop': 58498, 'tracts': 18}, + 'Will': {'pop': 677560, 'tracts': 152}, + 'Williamson': {'pop': 66357, 'tracts': 15}, + 'Winnebago': {'pop': 295266, 'tracts': 77}, + 'Woodford': {'pop': 38664, 'tracts': 9}}, + 'IN': {'Adams': {'pop': 34387, 'tracts': 7}, + 'Allen': {'pop': 355329, 'tracts': 96}, + 'Bartholomew': {'pop': 76794, 'tracts': 15}, + 'Benton': {'pop': 8854, 'tracts': 3}, + 'Blackford': {'pop': 12766, 'tracts': 4}, + 'Boone': {'pop': 56640, 'tracts': 10}, + 'Brown': {'pop': 15242, 'tracts': 4}, + 'Carroll': {'pop': 20155, 'tracts': 7}, + 'Cass': {'pop': 38966, 'tracts': 11}, + 'Clark': {'pop': 110232, 'tracts': 26}, + 'Clay': {'pop': 26890, 'tracts': 6}, + 'Clinton': {'pop': 33224, 'tracts': 8}, + 'Crawford': {'pop': 10713, 'tracts': 3}, + 'Daviess': {'pop': 31648, 'tracts': 7}, + 'DeKalb': {'pop': 42223, 'tracts': 9}, + 'Dearborn': {'pop': 50047, 'tracts': 10}, + 'Decatur': {'pop': 25740, 'tracts': 6}, + 'Delaware': {'pop': 117671, 'tracts': 30}, + 'Dubois': {'pop': 41889, 'tracts': 7}, + 'Elkhart': {'pop': 197559, 'tracts': 36}, + 'Fayette': {'pop': 24277, 'tracts': 7}, + 'Floyd': {'pop': 74578, 'tracts': 20}, + 'Fountain': {'pop': 17240, 'tracts': 5}, + 'Franklin': {'pop': 23087, 'tracts': 5}, + 'Fulton': {'pop': 20836, 'tracts': 6}, + 'Gibson': {'pop': 33503, 'tracts': 7}, + 'Grant': {'pop': 70061, 'tracts': 16}, + 'Greene': {'pop': 33165, 'tracts': 9}, + 'Hamilton': {'pop': 274569, 'tracts': 39}, + 'Hancock': {'pop': 70002, 'tracts': 10}, + 'Harrison': {'pop': 39364, 'tracts': 6}, + 'Hendricks': {'pop': 145448, 'tracts': 21}, + 'Henry': {'pop': 49462, 'tracts': 13}, + 'Howard': {'pop': 82752, 'tracts': 20}, + 'Huntington': {'pop': 37124, 'tracts': 9}, + 'Jackson': {'pop': 42376, 'tracts': 10}, + 'Jasper': {'pop': 33478, 'tracts': 8}, + 'Jay': {'pop': 21253, 'tracts': 7}, + 'Jefferson': {'pop': 32428, 'tracts': 7}, + 'Jennings': {'pop': 28525, 'tracts': 6}, + 'Johnson': {'pop': 139654, 'tracts': 22}, + 'Knox': {'pop': 38440, 'tracts': 10}, + 'Kosciusko': {'pop': 77358, 'tracts': 19}, + 'LaGrange': {'pop': 37128, 'tracts': 8}, + 'LaPorte': {'pop': 111467, 'tracts': 28}, + 'Lake': {'pop': 496005, 'tracts': 117}, + 'Lawrence': {'pop': 46134, 'tracts': 10}, + 'Madison': {'pop': 131636, 'tracts': 37}, + 'Marion': {'pop': 903393, 'tracts': 224}, + 'Marshall': {'pop': 47051, 'tracts': 12}, + 'Martin': {'pop': 10334, 'tracts': 3}, + 'Miami': {'pop': 36903, 'tracts': 10}, + 'Monroe': {'pop': 137974, 'tracts': 31}, + 'Montgomery': {'pop': 38124, 'tracts': 9}, + 'Morgan': {'pop': 68894, 'tracts': 13}, + 'Newton': {'pop': 14244, 'tracts': 4}, + 'Noble': {'pop': 47536, 'tracts': 10}, + 'Ohio': {'pop': 6128, 'tracts': 2}, + 'Orange': {'pop': 19840, 'tracts': 6}, + 'Owen': {'pop': 21575, 'tracts': 5}, + 'Parke': {'pop': 17339, 'tracts': 4}, + 'Perry': {'pop': 19338, 'tracts': 5}, + 'Pike': {'pop': 12845, 'tracts': 4}, + 'Porter': {'pop': 164343, 'tracts': 32}, + 'Posey': {'pop': 25910, 'tracts': 7}, + 'Pulaski': {'pop': 13402, 'tracts': 4}, + 'Putnam': {'pop': 37963, 'tracts': 7}, + 'Randolph': {'pop': 26171, 'tracts': 8}, + 'Ripley': {'pop': 28818, 'tracts': 6}, + 'Rush': {'pop': 17392, 'tracts': 5}, + 'Scott': {'pop': 24181, 'tracts': 5}, + 'Shelby': {'pop': 44436, 'tracts': 10}, + 'Spencer': {'pop': 20952, 'tracts': 5}, + 'St. Joseph': {'pop': 266931, 'tracts': 75}, + 'Starke': {'pop': 23363, 'tracts': 7}, + 'Steuben': {'pop': 34185, 'tracts': 9}, + 'Sullivan': {'pop': 21475, 'tracts': 5}, + 'Switzerland': {'pop': 10613, 'tracts': 3}, + 'Tippecanoe': {'pop': 172780, 'tracts': 37}, + 'Tipton': {'pop': 15936, 'tracts': 4}, + 'Union': {'pop': 7516, 'tracts': 2}, + 'Vanderburgh': {'pop': 179703, 'tracts': 49}, + 'Vermillion': {'pop': 16212, 'tracts': 5}, + 'Vigo': {'pop': 107848, 'tracts': 28}, + 'Wabash': {'pop': 32888, 'tracts': 8}, + 'Warren': {'pop': 8508, 'tracts': 2}, + 'Warrick': {'pop': 59689, 'tracts': 11}, + 'Washington': {'pop': 28262, 'tracts': 6}, + 'Wayne': {'pop': 68917, 'tracts': 17}, + 'Wells': {'pop': 27636, 'tracts': 7}, + 'White': {'pop': 24643, 'tracts': 8}, + 'Whitley': {'pop': 33292, 'tracts': 7}}, + 'KS': {'Allen': {'pop': 13371, 'tracts': 5}, + 'Anderson': {'pop': 8102, 'tracts': 2}, + 'Atchison': {'pop': 16924, 'tracts': 4}, + 'Barber': {'pop': 4861, 'tracts': 2}, + 'Barton': {'pop': 27674, 'tracts': 8}, + 'Bourbon': {'pop': 15173, 'tracts': 5}, + 'Brown': {'pop': 9984, 'tracts': 3}, + 'Butler': {'pop': 65880, 'tracts': 13}, + 'Chase': {'pop': 2790, 'tracts': 1}, + 'Chautauqua': {'pop': 3669, 'tracts': 1}, + 'Cherokee': {'pop': 21603, 'tracts': 6}, + 'Cheyenne': {'pop': 2726, 'tracts': 1}, + 'Clark': {'pop': 2215, 'tracts': 1}, + 'Clay': {'pop': 8535, 'tracts': 2}, + 'Cloud': {'pop': 9533, 'tracts': 4}, + 'Coffey': {'pop': 8601, 'tracts': 3}, + 'Comanche': {'pop': 1891, 'tracts': 1}, + 'Cowley': {'pop': 36311, 'tracts': 11}, + 'Crawford': {'pop': 39134, 'tracts': 11}, + 'Decatur': {'pop': 2961, 'tracts': 2}, + 'Dickinson': {'pop': 19754, 'tracts': 6}, + 'Doniphan': {'pop': 7945, 'tracts': 3}, + 'Douglas': {'pop': 110826, 'tracts': 22}, + 'Edwards': {'pop': 3037, 'tracts': 2}, + 'Elk': {'pop': 2882, 'tracts': 1}, + 'Ellis': {'pop': 28452, 'tracts': 6}, + 'Ellsworth': {'pop': 6497, 'tracts': 2}, + 'Finney': {'pop': 36776, 'tracts': 12}, + 'Ford': {'pop': 33848, 'tracts': 7}, + 'Franklin': {'pop': 25992, 'tracts': 5}, + 'Geary': {'pop': 34362, 'tracts': 8}, + 'Gove': {'pop': 2695, 'tracts': 2}, + 'Graham': {'pop': 2597, 'tracts': 2}, + 'Grant': {'pop': 7829, 'tracts': 2}, + 'Gray': {'pop': 6006, 'tracts': 2}, + 'Greeley': {'pop': 1247, 'tracts': 1}, + 'Greenwood': {'pop': 6689, 'tracts': 3}, + 'Hamilton': {'pop': 2690, 'tracts': 1}, + 'Harper': {'pop': 6034, 'tracts': 3}, + 'Harvey': {'pop': 34684, 'tracts': 6}, + 'Haskell': {'pop': 4256, 'tracts': 1}, + 'Hodgeman': {'pop': 1916, 'tracts': 1}, + 'Jackson': {'pop': 13462, 'tracts': 3}, + 'Jefferson': {'pop': 19126, 'tracts': 4}, + 'Jewell': {'pop': 3077, 'tracts': 2}, + 'Johnson': {'pop': 544179, 'tracts': 130}, + 'Kearny': {'pop': 3977, 'tracts': 1}, + 'Kingman': {'pop': 7858, 'tracts': 3}, + 'Kiowa': {'pop': 2553, 'tracts': 1}, + 'Labette': {'pop': 21607, 'tracts': 8}, + 'Lane': {'pop': 1750, 'tracts': 1}, + 'Leavenworth': {'pop': 76227, 'tracts': 16}, + 'Lincoln': {'pop': 3241, 'tracts': 1}, + 'Linn': {'pop': 9656, 'tracts': 2}, + 'Logan': {'pop': 2756, 'tracts': 1}, + 'Lyon': {'pop': 33690, 'tracts': 8}, + 'Marion': {'pop': 12660, 'tracts': 4}, + 'Marshall': {'pop': 10117, 'tracts': 4}, + 'McPherson': {'pop': 29180, 'tracts': 7}, + 'Meade': {'pop': 4575, 'tracts': 2}, + 'Miami': {'pop': 32787, 'tracts': 8}, + 'Mitchell': {'pop': 6373, 'tracts': 2}, + 'Montgomery': {'pop': 35471, 'tracts': 13}, + 'Morris': {'pop': 5923, 'tracts': 2}, + 'Morton': {'pop': 3233, 'tracts': 1}, + 'Nemaha': {'pop': 10178, 'tracts': 3}, + 'Neosho': {'pop': 16512, 'tracts': 5}, + 'Ness': {'pop': 3107, 'tracts': 2}, + 'Norton': {'pop': 5671, 'tracts': 1}, + 'Osage': {'pop': 16295, 'tracts': 5}, + 'Osborne': {'pop': 3858, 'tracts': 1}, + 'Ottawa': {'pop': 6091, 'tracts': 2}, + 'Pawnee': {'pop': 6973, 'tracts': 2}, + 'Phillips': {'pop': 5642, 'tracts': 3}, + 'Pottawatomie': {'pop': 21604, 'tracts': 4}, + 'Pratt': {'pop': 9656, 'tracts': 3}, + 'Rawlins': {'pop': 2519, 'tracts': 1}, + 'Reno': {'pop': 64511, 'tracts': 17}, + 'Republic': {'pop': 4980, 'tracts': 3}, + 'Rice': {'pop': 10083, 'tracts': 3}, + 'Riley': {'pop': 71115, 'tracts': 14}, + 'Rooks': {'pop': 5181, 'tracts': 2}, + 'Rush': {'pop': 3307, 'tracts': 2}, + 'Russell': {'pop': 6970, 'tracts': 2}, + 'Saline': {'pop': 55606, 'tracts': 12}, + 'Scott': {'pop': 4936, 'tracts': 1}, + 'Sedgwick': {'pop': 498365, 'tracts': 124}, + 'Seward': {'pop': 22952, 'tracts': 5}, + 'Shawnee': {'pop': 177934, 'tracts': 43}, + 'Sheridan': {'pop': 2556, 'tracts': 2}, + 'Sherman': {'pop': 6010, 'tracts': 2}, + 'Smith': {'pop': 3853, 'tracts': 2}, + 'Stafford': {'pop': 4437, 'tracts': 2}, + 'Stanton': {'pop': 2235, 'tracts': 1}, + 'Stevens': {'pop': 5724, 'tracts': 2}, + 'Sumner': {'pop': 24132, 'tracts': 6}, + 'Thomas': {'pop': 7900, 'tracts': 2}, + 'Trego': {'pop': 3001, 'tracts': 1}, + 'Wabaunsee': {'pop': 7053, 'tracts': 2}, + 'Wallace': {'pop': 1485, 'tracts': 1}, + 'Washington': {'pop': 5799, 'tracts': 2}, + 'Wichita': {'pop': 2234, 'tracts': 1}, + 'Wilson': {'pop': 9409, 'tracts': 4}, + 'Woodson': {'pop': 3309, 'tracts': 2}, + 'Wyandotte': {'pop': 157505, 'tracts': 70}}, + 'KY': {'Adair': {'pop': 18656, 'tracts': 7}, + 'Allen': {'pop': 19956, 'tracts': 6}, + 'Anderson': {'pop': 21421, 'tracts': 5}, + 'Ballard': {'pop': 8249, 'tracts': 3}, + 'Barren': {'pop': 42173, 'tracts': 10}, + 'Bath': {'pop': 11591, 'tracts': 3}, + 'Bell': {'pop': 28691, 'tracts': 9}, + 'Boone': {'pop': 118811, 'tracts': 22}, + 'Bourbon': {'pop': 19985, 'tracts': 6}, + 'Boyd': {'pop': 49542, 'tracts': 13}, + 'Boyle': {'pop': 28432, 'tracts': 7}, + 'Bracken': {'pop': 8488, 'tracts': 3}, + 'Breathitt': {'pop': 13878, 'tracts': 7}, + 'Breckinridge': {'pop': 20059, 'tracts': 6}, + 'Bullitt': {'pop': 74319, 'tracts': 18}, + 'Butler': {'pop': 12690, 'tracts': 5}, + 'Caldwell': {'pop': 12984, 'tracts': 3}, + 'Calloway': {'pop': 37191, 'tracts': 9}, + 'Campbell': {'pop': 90336, 'tracts': 25}, + 'Carlisle': {'pop': 5104, 'tracts': 3}, + 'Carroll': {'pop': 10811, 'tracts': 3}, + 'Carter': {'pop': 27720, 'tracts': 7}, + 'Casey': {'pop': 15955, 'tracts': 5}, + 'Christian': {'pop': 73955, 'tracts': 19}, + 'Clark': {'pop': 35613, 'tracts': 10}, + 'Clay': {'pop': 21730, 'tracts': 6}, + 'Clinton': {'pop': 10272, 'tracts': 3}, + 'Crittenden': {'pop': 9315, 'tracts': 4}, + 'Cumberland': {'pop': 6856, 'tracts': 2}, + 'Daviess': {'pop': 96656, 'tracts': 23}, + 'Edmonson': {'pop': 12161, 'tracts': 4}, + 'Elliott': {'pop': 7852, 'tracts': 2}, + 'Estill': {'pop': 14672, 'tracts': 4}, + 'Fayette': {'pop': 295803, 'tracts': 82}, + 'Fleming': {'pop': 14348, 'tracts': 4}, + 'Floyd': {'pop': 39451, 'tracts': 10}, + 'Franklin': {'pop': 49285, 'tracts': 11}, + 'Fulton': {'pop': 6813, 'tracts': 2}, + 'Gallatin': {'pop': 8589, 'tracts': 2}, + 'Garrard': {'pop': 16912, 'tracts': 4}, + 'Grant': {'pop': 24662, 'tracts': 4}, + 'Graves': {'pop': 37121, 'tracts': 9}, + 'Grayson': {'pop': 25746, 'tracts': 7}, + 'Green': {'pop': 11258, 'tracts': 4}, + 'Greenup': {'pop': 36910, 'tracts': 9}, + 'Hancock': {'pop': 8565, 'tracts': 3}, + 'Hardin': {'pop': 105543, 'tracts': 22}, + 'Harlan': {'pop': 29278, 'tracts': 11}, + 'Harrison': {'pop': 18846, 'tracts': 5}, + 'Hart': {'pop': 18199, 'tracts': 5}, + 'Henderson': {'pop': 46250, 'tracts': 11}, + 'Henry': {'pop': 15416, 'tracts': 5}, + 'Hickman': {'pop': 4902, 'tracts': 1}, + 'Hopkins': {'pop': 46920, 'tracts': 12}, + 'Jackson': {'pop': 13494, 'tracts': 3}, + 'Jefferson': {'pop': 741096, 'tracts': 191}, + 'Jessamine': {'pop': 48586, 'tracts': 9}, + 'Johnson': {'pop': 23356, 'tracts': 6}, + 'Kenton': {'pop': 159720, 'tracts': 41}, + 'Knott': {'pop': 16346, 'tracts': 5}, + 'Knox': {'pop': 31883, 'tracts': 8}, + 'Larue': {'pop': 14193, 'tracts': 4}, + 'Laurel': {'pop': 58849, 'tracts': 13}, + 'Lawrence': {'pop': 15860, 'tracts': 5}, + 'Lee': {'pop': 7887, 'tracts': 3}, + 'Leslie': {'pop': 11310, 'tracts': 3}, + 'Letcher': {'pop': 24519, 'tracts': 7}, + 'Lewis': {'pop': 13870, 'tracts': 4}, + 'Lincoln': {'pop': 24742, 'tracts': 6}, + 'Livingston': {'pop': 9519, 'tracts': 2}, + 'Logan': {'pop': 26835, 'tracts': 6}, + 'Lyon': {'pop': 8314, 'tracts': 3}, + 'Madison': {'pop': 82916, 'tracts': 19}, + 'Magoffin': {'pop': 13333, 'tracts': 4}, + 'Marion': {'pop': 19820, 'tracts': 6}, + 'Marshall': {'pop': 31448, 'tracts': 6}, + 'Martin': {'pop': 12929, 'tracts': 3}, + 'Mason': {'pop': 17490, 'tracts': 5}, + 'McCracken': {'pop': 65565, 'tracts': 17}, + 'McCreary': {'pop': 18306, 'tracts': 4}, + 'McLean': {'pop': 9531, 'tracts': 3}, + 'Meade': {'pop': 28602, 'tracts': 8}, + 'Menifee': {'pop': 6306, 'tracts': 2}, + 'Mercer': {'pop': 21331, 'tracts': 5}, + 'Metcalfe': {'pop': 10099, 'tracts': 3}, + 'Monroe': {'pop': 10963, 'tracts': 4}, + 'Montgomery': {'pop': 26499, 'tracts': 6}, + 'Morgan': {'pop': 13923, 'tracts': 5}, + 'Muhlenberg': {'pop': 31499, 'tracts': 9}, + 'Nelson': {'pop': 43437, 'tracts': 9}, + 'Nicholas': {'pop': 7135, 'tracts': 2}, + 'Ohio': {'pop': 23842, 'tracts': 7}, + 'Oldham': {'pop': 60316, 'tracts': 14}, + 'Owen': {'pop': 10841, 'tracts': 3}, + 'Owsley': {'pop': 4755, 'tracts': 2}, + 'Pendleton': {'pop': 14877, 'tracts': 3}, + 'Perry': {'pop': 28712, 'tracts': 8}, + 'Pike': {'pop': 65024, 'tracts': 19}, + 'Powell': {'pop': 12613, 'tracts': 2}, + 'Pulaski': {'pop': 63063, 'tracts': 14}, + 'Robertson': {'pop': 2282, 'tracts': 1}, + 'Rockcastle': {'pop': 17056, 'tracts': 4}, + 'Rowan': {'pop': 23333, 'tracts': 4}, + 'Russell': {'pop': 17565, 'tracts': 5}, + 'Scott': {'pop': 47173, 'tracts': 14}, + 'Shelby': {'pop': 42074, 'tracts': 9}, + 'Simpson': {'pop': 17327, 'tracts': 4}, + 'Spencer': {'pop': 17061, 'tracts': 4}, + 'Taylor': {'pop': 24512, 'tracts': 5}, + 'Todd': {'pop': 12460, 'tracts': 4}, + 'Trigg': {'pop': 14339, 'tracts': 5}, + 'Trimble': {'pop': 8809, 'tracts': 2}, + 'Union': {'pop': 15007, 'tracts': 4}, + 'Warren': {'pop': 113792, 'tracts': 24}, + 'Washington': {'pop': 11717, 'tracts': 3}, + 'Wayne': {'pop': 20813, 'tracts': 5}, + 'Webster': {'pop': 13621, 'tracts': 4}, + 'Whitley': {'pop': 35637, 'tracts': 8}, + 'Wolfe': {'pop': 7355, 'tracts': 2}, + 'Woodford': {'pop': 24939, 'tracts': 8}}, + 'LA': {'Acadia': {'pop': 61773, 'tracts': 12}, + 'Allen': {'pop': 25764, 'tracts': 5}, + 'Ascension': {'pop': 107215, 'tracts': 14}, + 'Assumption': {'pop': 23421, 'tracts': 6}, + 'Avoyelles': {'pop': 42073, 'tracts': 9}, + 'Beauregard': {'pop': 35654, 'tracts': 7}, + 'Bienville': {'pop': 14353, 'tracts': 5}, + 'Bossier': {'pop': 116979, 'tracts': 22}, + 'Caddo': {'pop': 254969, 'tracts': 64}, + 'Calcasieu': {'pop': 192768, 'tracts': 44}, + 'Caldwell': {'pop': 10132, 'tracts': 3}, + 'Cameron': {'pop': 6839, 'tracts': 3}, + 'Catahoula': {'pop': 10407, 'tracts': 3}, + 'Claiborne': {'pop': 17195, 'tracts': 5}, + 'Concordia': {'pop': 20822, 'tracts': 5}, + 'De Soto': {'pop': 26656, 'tracts': 7}, + 'East Baton Rouge': {'pop': 440171, 'tracts': 92}, + 'East Carroll': {'pop': 7759, 'tracts': 3}, + 'East Feliciana': {'pop': 20267, 'tracts': 5}, + 'Evangeline': {'pop': 33984, 'tracts': 8}, + 'Franklin': {'pop': 20767, 'tracts': 6}, + 'Grant': {'pop': 22309, 'tracts': 5}, + 'Iberia': {'pop': 73240, 'tracts': 15}, + 'Iberville': {'pop': 33387, 'tracts': 7}, + 'Jackson': {'pop': 16274, 'tracts': 5}, + 'Jefferson': {'pop': 432552, 'tracts': 127}, + 'Jefferson Davis': {'pop': 31594, 'tracts': 7}, + 'La Salle': {'pop': 14890, 'tracts': 3}, + 'Lafayette': {'pop': 221578, 'tracts': 43}, + 'Lafourche': {'pop': 96318, 'tracts': 23}, + 'Lincoln': {'pop': 46735, 'tracts': 10}, + 'Livingston': {'pop': 128026, 'tracts': 17}, + 'Madison': {'pop': 12093, 'tracts': 5}, + 'Morehouse': {'pop': 27979, 'tracts': 8}, + 'Natchitoches': {'pop': 39566, 'tracts': 9}, + 'Orleans': {'pop': 343829, 'tracts': 177}, + 'Ouachita': {'pop': 153720, 'tracts': 40}, + 'Plaquemines': {'pop': 23042, 'tracts': 9}, + 'Pointe Coupee': {'pop': 22802, 'tracts': 6}, + 'Rapides': {'pop': 131613, 'tracts': 33}, + 'Red River': {'pop': 9091, 'tracts': 2}, + 'Richland': {'pop': 20725, 'tracts': 6}, + 'Sabine': {'pop': 24233, 'tracts': 7}, + 'St. Bernard': {'pop': 35897, 'tracts': 18}, + 'St. Charles': {'pop': 52780, 'tracts': 13}, + 'St. Helena': {'pop': 11203, 'tracts': 2}, + 'St. James': {'pop': 22102, 'tracts': 7}, + 'St. John the Baptist': {'pop': 45924, 'tracts': 11}, + 'St. Landry': {'pop': 83384, 'tracts': 19}, + 'St. Martin': {'pop': 52160, 'tracts': 11}, + 'St. Mary': {'pop': 54650, 'tracts': 16}, + 'St. Tammany': {'pop': 233740, 'tracts': 43}, + 'Tangipahoa': {'pop': 121097, 'tracts': 20}, + 'Tensas': {'pop': 5252, 'tracts': 3}, + 'Terrebonne': {'pop': 111860, 'tracts': 21}, + 'Union': {'pop': 22721, 'tracts': 6}, + 'Vermilion': {'pop': 57999, 'tracts': 12}, + 'Vernon': {'pop': 52334, 'tracts': 12}, + 'Washington': {'pop': 47168, 'tracts': 11}, + 'Webster': {'pop': 41207, 'tracts': 11}, + 'West Baton Rouge': {'pop': 23788, 'tracts': 5}, + 'West Carroll': {'pop': 11604, 'tracts': 3}, + 'West Feliciana': {'pop': 15625, 'tracts': 3}, + 'Winn': {'pop': 15313, 'tracts': 4}}, + 'MA': {'Barnstable': {'pop': 215888, 'tracts': 57}, + 'Berkshire': {'pop': 131219, 'tracts': 39}, + 'Bristol': {'pop': 548285, 'tracts': 126}, + 'Dukes': {'pop': 16535, 'tracts': 4}, + 'Essex': {'pop': 743159, 'tracts': 163}, + 'Franklin': {'pop': 71372, 'tracts': 18}, + 'Hampden': {'pop': 463490, 'tracts': 103}, + 'Hampshire': {'pop': 158080, 'tracts': 36}, + 'Middlesex': {'pop': 1503085, 'tracts': 318}, + 'Nantucket': {'pop': 10172, 'tracts': 6}, + 'Norfolk': {'pop': 670850, 'tracts': 130}, + 'Plymouth': {'pop': 494919, 'tracts': 100}, + 'Suffolk': {'pop': 722023, 'tracts': 204}, + 'Worcester': {'pop': 798552, 'tracts': 172}}, + 'MD': {'Allegany': {'pop': 75087, 'tracts': 23}, + 'Anne Arundel': {'pop': 537656, 'tracts': 104}, + 'Baltimore': {'pop': 805029, 'tracts': 214}, + 'Baltimore City': {'pop': 620961, 'tracts': 200}, + 'Calvert': {'pop': 88737, 'tracts': 18}, + 'Caroline': {'pop': 33066, 'tracts': 9}, + 'Carroll': {'pop': 167134, 'tracts': 38}, + 'Cecil': {'pop': 101108, 'tracts': 19}, + 'Charles': {'pop': 146551, 'tracts': 30}, + 'Dorchester': {'pop': 32618, 'tracts': 10}, + 'Frederick': {'pop': 233385, 'tracts': 61}, + 'Garrett': {'pop': 30097, 'tracts': 7}, + 'Harford': {'pop': 244826, 'tracts': 57}, + 'Howard': {'pop': 287085, 'tracts': 55}, + 'Kent': {'pop': 20197, 'tracts': 5}, + 'Montgomery': {'pop': 971777, 'tracts': 215}, + "Prince George's": {'pop': 863420, 'tracts': 218}, + "Queen Anne's": {'pop': 47798, 'tracts': 12}, + 'Somerset': {'pop': 26470, 'tracts': 8}, + "St. Mary's": {'pop': 105151, 'tracts': 18}, + 'Talbot': {'pop': 37782, 'tracts': 10}, + 'Washington': {'pop': 147430, 'tracts': 32}, + 'Wicomico': {'pop': 98733, 'tracts': 19}, + 'Worcester': {'pop': 51454, 'tracts': 17}}, + 'ME': {'Androscoggin': {'pop': 107702, 'tracts': 28}, + 'Aroostook': {'pop': 71870, 'tracts': 24}, + 'Cumberland': {'pop': 281674, 'tracts': 67}, + 'Franklin': {'pop': 30768, 'tracts': 9}, + 'Hancock': {'pop': 54418, 'tracts': 17}, + 'Kennebec': {'pop': 122151, 'tracts': 31}, + 'Knox': {'pop': 39736, 'tracts': 11}, + 'Lincoln': {'pop': 34457, 'tracts': 9}, + 'Oxford': {'pop': 57833, 'tracts': 17}, + 'Penobscot': {'pop': 153923, 'tracts': 46}, + 'Piscataquis': {'pop': 17535, 'tracts': 8}, + 'Sagadahoc': {'pop': 35293, 'tracts': 8}, + 'Somerset': {'pop': 52228, 'tracts': 17}, + 'Waldo': {'pop': 38786, 'tracts': 8}, + 'Washington': {'pop': 32856, 'tracts': 14}, + 'York': {'pop': 197131, 'tracts': 41}}, + 'MI': {'Alcona': {'pop': 10942, 'tracts': 5}, + 'Alger': {'pop': 9601, 'tracts': 3}, + 'Allegan': {'pop': 111408, 'tracts': 25}, + 'Alpena': {'pop': 29598, 'tracts': 10}, + 'Antrim': {'pop': 23580, 'tracts': 7}, + 'Arenac': {'pop': 15899, 'tracts': 5}, + 'Baraga': {'pop': 8860, 'tracts': 2}, + 'Barry': {'pop': 59173, 'tracts': 11}, + 'Bay': {'pop': 107771, 'tracts': 26}, + 'Benzie': {'pop': 17525, 'tracts': 5}, + 'Berrien': {'pop': 156813, 'tracts': 48}, + 'Branch': {'pop': 45248, 'tracts': 12}, + 'Calhoun': {'pop': 136146, 'tracts': 39}, + 'Cass': {'pop': 52293, 'tracts': 11}, + 'Charlevoix': {'pop': 25949, 'tracts': 13}, + 'Cheboygan': {'pop': 26152, 'tracts': 8}, + 'Chippewa': {'pop': 38520, 'tracts': 14}, + 'Clare': {'pop': 30926, 'tracts': 11}, + 'Clinton': {'pop': 75382, 'tracts': 22}, + 'Crawford': {'pop': 14074, 'tracts': 5}, + 'Delta': {'pop': 37069, 'tracts': 11}, + 'Dickinson': {'pop': 26168, 'tracts': 7}, + 'Eaton': {'pop': 107759, 'tracts': 28}, + 'Emmet': {'pop': 32694, 'tracts': 8}, + 'Genesee': {'pop': 425790, 'tracts': 131}, + 'Gladwin': {'pop': 25692, 'tracts': 9}, + 'Gogebic': {'pop': 16427, 'tracts': 7}, + 'Grand Traverse': {'pop': 86986, 'tracts': 16}, + 'Gratiot': {'pop': 42476, 'tracts': 10}, + 'Hillsdale': {'pop': 46688, 'tracts': 12}, + 'Houghton': {'pop': 36628, 'tracts': 11}, + 'Huron': {'pop': 33118, 'tracts': 12}, + 'Ingham': {'pop': 280895, 'tracts': 81}, + 'Ionia': {'pop': 63905, 'tracts': 13}, + 'Iosco': {'pop': 25887, 'tracts': 9}, + 'Iron': {'pop': 11817, 'tracts': 5}, + 'Isabella': {'pop': 70311, 'tracts': 15}, + 'Jackson': {'pop': 160248, 'tracts': 38}, + 'Kalamazoo': {'pop': 250331, 'tracts': 57}, + 'Kalkaska': {'pop': 17153, 'tracts': 5}, + 'Kent': {'pop': 602622, 'tracts': 128}, + 'Keweenaw': {'pop': 2156, 'tracts': 2}, + 'Lake': {'pop': 11539, 'tracts': 4}, + 'Lapeer': {'pop': 88319, 'tracts': 24}, + 'Leelanau': {'pop': 21708, 'tracts': 6}, + 'Lenawee': {'pop': 99892, 'tracts': 23}, + 'Livingston': {'pop': 180967, 'tracts': 61}, + 'Luce': {'pop': 6631, 'tracts': 3}, + 'Mackinac': {'pop': 11113, 'tracts': 6}, + 'Macomb': {'pop': 840978, 'tracts': 216}, + 'Manistee': {'pop': 24733, 'tracts': 9}, + 'Marquette': {'pop': 67077, 'tracts': 24}, + 'Mason': {'pop': 28705, 'tracts': 8}, + 'Mecosta': {'pop': 42798, 'tracts': 11}, + 'Menominee': {'pop': 24029, 'tracts': 7}, + 'Midland': {'pop': 83629, 'tracts': 19}, + 'Missaukee': {'pop': 14849, 'tracts': 4}, + 'Monroe': {'pop': 152021, 'tracts': 39}, + 'Montcalm': {'pop': 63342, 'tracts': 13}, + 'Montmorency': {'pop': 9765, 'tracts': 5}, + 'Muskegon': {'pop': 172188, 'tracts': 42}, + 'Newaygo': {'pop': 48460, 'tracts': 11}, + 'Oakland': {'pop': 1202362, 'tracts': 338}, + 'Oceana': {'pop': 26570, 'tracts': 7}, + 'Ogemaw': {'pop': 21699, 'tracts': 7}, + 'Ontonagon': {'pop': 6780, 'tracts': 4}, + 'Osceola': {'pop': 23528, 'tracts': 6}, + 'Oscoda': {'pop': 8640, 'tracts': 5}, + 'Otsego': {'pop': 24164, 'tracts': 6}, + 'Ottawa': {'pop': 263801, 'tracts': 53}, + 'Presque Isle': {'pop': 13376, 'tracts': 6}, + 'Roscommon': {'pop': 24449, 'tracts': 10}, + 'Saginaw': {'pop': 200169, 'tracts': 56}, + 'Sanilac': {'pop': 43114, 'tracts': 12}, + 'Schoolcraft': {'pop': 8485, 'tracts': 3}, + 'Shiawassee': {'pop': 70648, 'tracts': 17}, + 'St. Clair': {'pop': 163040, 'tracts': 49}, + 'St. Joseph': {'pop': 61295, 'tracts': 17}, + 'Tuscola': {'pop': 55729, 'tracts': 13}, + 'Van Buren': {'pop': 76258, 'tracts': 15}, + 'Washtenaw': {'pop': 344791, 'tracts': 100}, + 'Wayne': {'pop': 1820584, 'tracts': 610}, + 'Wexford': {'pop': 32735, 'tracts': 8}}, + 'MN': {'Aitkin': {'pop': 16202, 'tracts': 6}, + 'Anoka': {'pop': 330844, 'tracts': 83}, + 'Becker': {'pop': 32504, 'tracts': 10}, + 'Beltrami': {'pop': 44442, 'tracts': 10}, + 'Benton': {'pop': 38451, 'tracts': 9}, + 'Big Stone': {'pop': 5269, 'tracts': 3}, + 'Blue Earth': {'pop': 64013, 'tracts': 16}, + 'Brown': {'pop': 25893, 'tracts': 8}, + 'Carlton': {'pop': 35386, 'tracts': 7}, + 'Carver': {'pop': 91042, 'tracts': 19}, + 'Cass': {'pop': 28567, 'tracts': 10}, + 'Chippewa': {'pop': 12441, 'tracts': 4}, + 'Chisago': {'pop': 53887, 'tracts': 10}, + 'Clay': {'pop': 58999, 'tracts': 13}, + 'Clearwater': {'pop': 8695, 'tracts': 3}, + 'Cook': {'pop': 5176, 'tracts': 3}, + 'Cottonwood': {'pop': 11687, 'tracts': 4}, + 'Crow Wing': {'pop': 62500, 'tracts': 16}, + 'Dakota': {'pop': 398552, 'tracts': 95}, + 'Dodge': {'pop': 20087, 'tracts': 5}, + 'Douglas': {'pop': 36009, 'tracts': 9}, + 'Faribault': {'pop': 14553, 'tracts': 6}, + 'Fillmore': {'pop': 20866, 'tracts': 6}, + 'Freeborn': {'pop': 31255, 'tracts': 10}, + 'Goodhue': {'pop': 46183, 'tracts': 10}, + 'Grant': {'pop': 6018, 'tracts': 2}, + 'Hennepin': {'pop': 1152425, 'tracts': 299}, + 'Houston': {'pop': 19027, 'tracts': 5}, + 'Hubbard': {'pop': 20428, 'tracts': 7}, + 'Isanti': {'pop': 37816, 'tracts': 8}, + 'Itasca': {'pop': 45058, 'tracts': 11}, + 'Jackson': {'pop': 10266, 'tracts': 4}, + 'Kanabec': {'pop': 16239, 'tracts': 4}, + 'Kandiyohi': {'pop': 42239, 'tracts': 12}, + 'Kittson': {'pop': 4552, 'tracts': 2}, + 'Koochiching': {'pop': 13311, 'tracts': 4}, + 'Lac qui Parle': {'pop': 7259, 'tracts': 3}, + 'Lake': {'pop': 10866, 'tracts': 3}, + 'Lake of the Woods': {'pop': 4045, 'tracts': 2}, + 'Le Sueur': {'pop': 27703, 'tracts': 6}, + 'Lincoln': {'pop': 5896, 'tracts': 2}, + 'Lyon': {'pop': 25857, 'tracts': 7}, + 'Mahnomen': {'pop': 5413, 'tracts': 2}, + 'Marshall': {'pop': 9439, 'tracts': 4}, + 'Martin': {'pop': 20840, 'tracts': 6}, + 'McLeod': {'pop': 36651, 'tracts': 7}, + 'Meeker': {'pop': 23300, 'tracts': 6}, + 'Mille Lacs': {'pop': 26097, 'tracts': 7}, + 'Morrison': {'pop': 33198, 'tracts': 8}, + 'Mower': {'pop': 39163, 'tracts': 11}, + 'Murray': {'pop': 8725, 'tracts': 3}, + 'Nicollet': {'pop': 32727, 'tracts': 7}, + 'Nobles': {'pop': 21378, 'tracts': 6}, + 'Norman': {'pop': 6852, 'tracts': 3}, + 'Olmsted': {'pop': 144248, 'tracts': 33}, + 'Otter Tail': {'pop': 57303, 'tracts': 17}, + 'Pennington': {'pop': 13930, 'tracts': 5}, + 'Pine': {'pop': 29750, 'tracts': 8}, + 'Pipestone': {'pop': 9596, 'tracts': 5}, + 'Polk': {'pop': 31600, 'tracts': 10}, + 'Pope': {'pop': 10995, 'tracts': 4}, + 'Ramsey': {'pop': 508640, 'tracts': 137}, + 'Red Lake': {'pop': 4089, 'tracts': 2}, + 'Redwood': {'pop': 16059, 'tracts': 6}, + 'Renville': {'pop': 15730, 'tracts': 6}, + 'Rice': {'pop': 64142, 'tracts': 13}, + 'Rock': {'pop': 9687, 'tracts': 3}, + 'Roseau': {'pop': 15629, 'tracts': 5}, + 'Scott': {'pop': 129928, 'tracts': 21}, + 'Sherburne': {'pop': 88499, 'tracts': 11}, + 'Sibley': {'pop': 15226, 'tracts': 4}, + 'St. Louis': {'pop': 200226, 'tracts': 66}, + 'Stearns': {'pop': 150642, 'tracts': 29}, + 'Steele': {'pop': 36576, 'tracts': 8}, + 'Stevens': {'pop': 9726, 'tracts': 3}, + 'Swift': {'pop': 9783, 'tracts': 4}, + 'Todd': {'pop': 24895, 'tracts': 8}, + 'Traverse': {'pop': 3558, 'tracts': 2}, + 'Wabasha': {'pop': 21676, 'tracts': 6}, + 'Wadena': {'pop': 13843, 'tracts': 3}, + 'Waseca': {'pop': 19136, 'tracts': 5}, + 'Washington': {'pop': 238136, 'tracts': 50}, + 'Watonwan': {'pop': 11211, 'tracts': 3}, + 'Wilkin': {'pop': 6576, 'tracts': 2}, + 'Winona': {'pop': 51461, 'tracts': 10}, + 'Wright': {'pop': 124700, 'tracts': 17}, + 'Yellow Medicine': {'pop': 10438, 'tracts': 4}}, + 'MO': {'Adair': {'pop': 25607, 'tracts': 7}, + 'Andrew': {'pop': 17291, 'tracts': 4}, + 'Atchison': {'pop': 5685, 'tracts': 2}, + 'Audrain': {'pop': 25529, 'tracts': 7}, + 'Barry': {'pop': 35597, 'tracts': 7}, + 'Barton': {'pop': 12402, 'tracts': 3}, + 'Bates': {'pop': 17049, 'tracts': 4}, + 'Benton': {'pop': 19056, 'tracts': 6}, + 'Bollinger': {'pop': 12363, 'tracts': 3}, + 'Boone': {'pop': 162642, 'tracts': 29}, + 'Buchanan': {'pop': 89201, 'tracts': 25}, + 'Butler': {'pop': 42794, 'tracts': 10}, + 'Caldwell': {'pop': 9424, 'tracts': 2}, + 'Callaway': {'pop': 44332, 'tracts': 8}, + 'Camden': {'pop': 44002, 'tracts': 11}, + 'Cape Girardeau': {'pop': 75674, 'tracts': 16}, + 'Carroll': {'pop': 9295, 'tracts': 3}, + 'Carter': {'pop': 6265, 'tracts': 2}, + 'Cass': {'pop': 99478, 'tracts': 20}, + 'Cedar': {'pop': 13982, 'tracts': 3}, + 'Chariton': {'pop': 7831, 'tracts': 3}, + 'Christian': {'pop': 77422, 'tracts': 14}, + 'Clark': {'pop': 7139, 'tracts': 3}, + 'Clay': {'pop': 221939, 'tracts': 44}, + 'Clinton': {'pop': 20743, 'tracts': 4}, + 'Cole': {'pop': 75990, 'tracts': 15}, + 'Cooper': {'pop': 17601, 'tracts': 5}, + 'Crawford': {'pop': 24696, 'tracts': 6}, + 'Dade': {'pop': 7883, 'tracts': 2}, + 'Dallas': {'pop': 16777, 'tracts': 3}, + 'Daviess': {'pop': 8433, 'tracts': 2}, + 'DeKalb': {'pop': 12892, 'tracts': 2}, + 'Dent': {'pop': 15657, 'tracts': 4}, + 'Douglas': {'pop': 13684, 'tracts': 3}, + 'Dunklin': {'pop': 31953, 'tracts': 10}, + 'Franklin': {'pop': 101492, 'tracts': 17}, + 'Gasconade': {'pop': 15222, 'tracts': 5}, + 'Gentry': {'pop': 6738, 'tracts': 2}, + 'Greene': {'pop': 275174, 'tracts': 62}, + 'Grundy': {'pop': 10261, 'tracts': 4}, + 'Harrison': {'pop': 8957, 'tracts': 3}, + 'Henry': {'pop': 22272, 'tracts': 6}, + 'Hickory': {'pop': 9627, 'tracts': 3}, + 'Holt': {'pop': 4912, 'tracts': 3}, + 'Howard': {'pop': 10144, 'tracts': 3}, + 'Howell': {'pop': 40400, 'tracts': 8}, + 'Iron': {'pop': 10630, 'tracts': 4}, + 'Jackson': {'pop': 674158, 'tracts': 199}, + 'Jasper': {'pop': 117404, 'tracts': 22}, + 'Jefferson': {'pop': 218733, 'tracts': 42}, + 'Johnson': {'pop': 52595, 'tracts': 9}, + 'Knox': {'pop': 4131, 'tracts': 2}, + 'Laclede': {'pop': 35571, 'tracts': 6}, + 'Lafayette': {'pop': 33381, 'tracts': 7}, + 'Lawrence': {'pop': 38634, 'tracts': 7}, + 'Lewis': {'pop': 10211, 'tracts': 4}, + 'Lincoln': {'pop': 52566, 'tracts': 7}, + 'Linn': {'pop': 12761, 'tracts': 5}, + 'Livingston': {'pop': 15195, 'tracts': 5}, + 'Macon': {'pop': 15566, 'tracts': 5}, + 'Madison': {'pop': 12226, 'tracts': 3}, + 'Maries': {'pop': 9176, 'tracts': 3}, + 'Marion': {'pop': 28781, 'tracts': 8}, + 'McDonald': {'pop': 23083, 'tracts': 4}, + 'Mercer': {'pop': 3785, 'tracts': 2}, + 'Miller': {'pop': 24748, 'tracts': 5}, + 'Mississippi': {'pop': 14358, 'tracts': 4}, + 'Moniteau': {'pop': 15607, 'tracts': 4}, + 'Monroe': {'pop': 8840, 'tracts': 3}, + 'Montgomery': {'pop': 12236, 'tracts': 4}, + 'Morgan': {'pop': 20565, 'tracts': 5}, + 'New Madrid': {'pop': 18956, 'tracts': 6}, + 'Newton': {'pop': 58114, 'tracts': 12}, + 'Nodaway': {'pop': 23370, 'tracts': 5}, + 'Oregon': {'pop': 10881, 'tracts': 3}, + 'Osage': {'pop': 13878, 'tracts': 4}, + 'Ozark': {'pop': 9723, 'tracts': 2}, + 'Pemiscot': {'pop': 18296, 'tracts': 6}, + 'Perry': {'pop': 18971, 'tracts': 5}, + 'Pettis': {'pop': 42201, 'tracts': 11}, + 'Phelps': {'pop': 45156, 'tracts': 10}, + 'Pike': {'pop': 18516, 'tracts': 5}, + 'Platte': {'pop': 89322, 'tracts': 20}, + 'Polk': {'pop': 31137, 'tracts': 4}, + 'Pulaski': {'pop': 52274, 'tracts': 9}, + 'Putnam': {'pop': 4979, 'tracts': 2}, + 'Ralls': {'pop': 10167, 'tracts': 3}, + 'Randolph': {'pop': 25414, 'tracts': 6}, + 'Ray': {'pop': 23494, 'tracts': 4}, + 'Reynolds': {'pop': 6696, 'tracts': 2}, + 'Ripley': {'pop': 14100, 'tracts': 4}, + 'Saline': {'pop': 23370, 'tracts': 8}, + 'Schuyler': {'pop': 4431, 'tracts': 2}, + 'Scotland': {'pop': 4843, 'tracts': 2}, + 'Scott': {'pop': 39191, 'tracts': 10}, + 'Shannon': {'pop': 8441, 'tracts': 2}, + 'Shelby': {'pop': 6373, 'tracts': 3}, + 'St. Charles': {'pop': 360485, 'tracts': 79}, + 'St. Clair': {'pop': 9805, 'tracts': 3}, + 'St. Francois': {'pop': 65359, 'tracts': 11}, + 'St. Louis': {'pop': 998954, 'tracts': 199}, + 'St. Louis City': {'pop': 319294, 'tracts': 106}, + 'Ste. Genevieve': {'pop': 18145, 'tracts': 4}, + 'Stoddard': {'pop': 29968, 'tracts': 8}, + 'Stone': {'pop': 32202, 'tracts': 6}, + 'Sullivan': {'pop': 6714, 'tracts': 3}, + 'Taney': {'pop': 51675, 'tracts': 10}, + 'Texas': {'pop': 26008, 'tracts': 4}, + 'Vernon': {'pop': 21159, 'tracts': 6}, + 'Warren': {'pop': 32513, 'tracts': 5}, + 'Washington': {'pop': 25195, 'tracts': 5}, + 'Wayne': {'pop': 13521, 'tracts': 4}, + 'Webster': {'pop': 36202, 'tracts': 8}, + 'Worth': {'pop': 2171, 'tracts': 1}, + 'Wright': {'pop': 18815, 'tracts': 4}}, + 'MS': {'Adams': {'pop': 32297, 'tracts': 9}, + 'Alcorn': {'pop': 37057, 'tracts': 7}, + 'Amite': {'pop': 13131, 'tracts': 3}, + 'Attala': {'pop': 19564, 'tracts': 6}, + 'Benton': {'pop': 8729, 'tracts': 2}, + 'Bolivar': {'pop': 34145, 'tracts': 8}, + 'Calhoun': {'pop': 14962, 'tracts': 5}, + 'Carroll': {'pop': 10597, 'tracts': 2}, + 'Chickasaw': {'pop': 17392, 'tracts': 4}, + 'Choctaw': {'pop': 8547, 'tracts': 3}, + 'Claiborne': {'pop': 9604, 'tracts': 3}, + 'Clarke': {'pop': 16732, 'tracts': 4}, + 'Clay': {'pop': 20634, 'tracts': 5}, + 'Coahoma': {'pop': 26151, 'tracts': 7}, + 'Copiah': {'pop': 29449, 'tracts': 6}, + 'Covington': {'pop': 19568, 'tracts': 4}, + 'DeSoto': {'pop': 161252, 'tracts': 33}, + 'Forrest': {'pop': 74934, 'tracts': 17}, + 'Franklin': {'pop': 8118, 'tracts': 2}, + 'George': {'pop': 22578, 'tracts': 5}, + 'Greene': {'pop': 14400, 'tracts': 2}, + 'Grenada': {'pop': 21906, 'tracts': 5}, + 'Hancock': {'pop': 43929, 'tracts': 7}, + 'Harrison': {'pop': 187105, 'tracts': 46}, + 'Hinds': {'pop': 245285, 'tracts': 64}, + 'Holmes': {'pop': 19198, 'tracts': 5}, + 'Humphreys': {'pop': 9375, 'tracts': 3}, + 'Issaquena': {'pop': 1406, 'tracts': 1}, + 'Itawamba': {'pop': 23401, 'tracts': 5}, + 'Jackson': {'pop': 139668, 'tracts': 28}, + 'Jasper': {'pop': 17062, 'tracts': 4}, + 'Jefferson': {'pop': 7726, 'tracts': 2}, + 'Jefferson Davis': {'pop': 12487, 'tracts': 3}, + 'Jones': {'pop': 67761, 'tracts': 14}, + 'Kemper': {'pop': 10456, 'tracts': 2}, + 'Lafayette': {'pop': 47351, 'tracts': 10}, + 'Lamar': {'pop': 55658, 'tracts': 8}, + 'Lauderdale': {'pop': 80261, 'tracts': 19}, + 'Lawrence': {'pop': 12929, 'tracts': 3}, + 'Leake': {'pop': 23805, 'tracts': 5}, + 'Lee': {'pop': 82910, 'tracts': 19}, + 'Leflore': {'pop': 32317, 'tracts': 8}, + 'Lincoln': {'pop': 34869, 'tracts': 6}, + 'Lowndes': {'pop': 59779, 'tracts': 14}, + 'Madison': {'pop': 95203, 'tracts': 21}, + 'Marion': {'pop': 27088, 'tracts': 6}, + 'Marshall': {'pop': 37144, 'tracts': 6}, + 'Monroe': {'pop': 36989, 'tracts': 9}, + 'Montgomery': {'pop': 10925, 'tracts': 3}, + 'Neshoba': {'pop': 29676, 'tracts': 7}, + 'Newton': {'pop': 21720, 'tracts': 5}, + 'Noxubee': {'pop': 11545, 'tracts': 3}, + 'Oktibbeha': {'pop': 47671, 'tracts': 8}, + 'Panola': {'pop': 34707, 'tracts': 6}, + 'Pearl River': {'pop': 55834, 'tracts': 9}, + 'Perry': {'pop': 12250, 'tracts': 3}, + 'Pike': {'pop': 40404, 'tracts': 8}, + 'Pontotoc': {'pop': 29957, 'tracts': 6}, + 'Prentiss': {'pop': 25276, 'tracts': 5}, + 'Quitman': {'pop': 8223, 'tracts': 3}, + 'Rankin': {'pop': 141617, 'tracts': 27}, + 'Scott': {'pop': 28264, 'tracts': 6}, + 'Sharkey': {'pop': 4916, 'tracts': 2}, + 'Simpson': {'pop': 27503, 'tracts': 5}, + 'Smith': {'pop': 16491, 'tracts': 3}, + 'Stone': {'pop': 17786, 'tracts': 3}, + 'Sunflower': {'pop': 29450, 'tracts': 7}, + 'Tallahatchie': {'pop': 15378, 'tracts': 4}, + 'Tate': {'pop': 28886, 'tracts': 5}, + 'Tippah': {'pop': 22232, 'tracts': 4}, + 'Tishomingo': {'pop': 19593, 'tracts': 4}, + 'Tunica': {'pop': 10778, 'tracts': 3}, + 'Union': {'pop': 27134, 'tracts': 6}, + 'Walthall': {'pop': 15443, 'tracts': 3}, + 'Warren': {'pop': 48773, 'tracts': 12}, + 'Washington': {'pop': 51137, 'tracts': 19}, + 'Wayne': {'pop': 20747, 'tracts': 4}, + 'Webster': {'pop': 10253, 'tracts': 3}, + 'Wilkinson': {'pop': 9878, 'tracts': 2}, + 'Winston': {'pop': 19198, 'tracts': 5}, + 'Yalobusha': {'pop': 12678, 'tracts': 3}, + 'Yazoo': {'pop': 28065, 'tracts': 6}}, + 'MT': {'Beaverhead': {'pop': 9246, 'tracts': 3}, + 'Big Horn': {'pop': 12865, 'tracts': 5}, + 'Blaine': {'pop': 6491, 'tracts': 4}, + 'Broadwater': {'pop': 5612, 'tracts': 2}, + 'Carbon': {'pop': 10078, 'tracts': 5}, + 'Carter': {'pop': 1160, 'tracts': 1}, + 'Cascade': {'pop': 81327, 'tracts': 22}, + 'Chouteau': {'pop': 5813, 'tracts': 2}, + 'Custer': {'pop': 11699, 'tracts': 6}, + 'Daniels': {'pop': 1751, 'tracts': 1}, + 'Dawson': {'pop': 8966, 'tracts': 3}, + 'Deer Lodge': {'pop': 9298, 'tracts': 3}, + 'Fallon': {'pop': 2890, 'tracts': 1}, + 'Fergus': {'pop': 11586, 'tracts': 2}, + 'Flathead': {'pop': 90928, 'tracts': 19}, + 'Gallatin': {'pop': 89513, 'tracts': 22}, + 'Garfield': {'pop': 1206, 'tracts': 1}, + 'Glacier': {'pop': 13399, 'tracts': 4}, + 'Golden Valley': {'pop': 884, 'tracts': 1}, + 'Granite': {'pop': 3079, 'tracts': 1}, + 'Hill': {'pop': 16096, 'tracts': 6}, + 'Jefferson': {'pop': 11406, 'tracts': 3}, + 'Judith Basin': {'pop': 2072, 'tracts': 1}, + 'Lake': {'pop': 28746, 'tracts': 8}, + 'Lewis and Clark': {'pop': 63395, 'tracts': 14}, + 'Liberty': {'pop': 2339, 'tracts': 1}, + 'Lincoln': {'pop': 19687, 'tracts': 5}, + 'Madison': {'pop': 7691, 'tracts': 3}, + 'McCone': {'pop': 1734, 'tracts': 1}, + 'Meagher': {'pop': 1891, 'tracts': 1}, + 'Mineral': {'pop': 4223, 'tracts': 2}, + 'Missoula': {'pop': 109299, 'tracts': 20}, + 'Musselshell': {'pop': 4538, 'tracts': 2}, + 'Park': {'pop': 15636, 'tracts': 6}, + 'Petroleum': {'pop': 494, 'tracts': 1}, + 'Phillips': {'pop': 4253, 'tracts': 1}, + 'Pondera': {'pop': 6153, 'tracts': 2}, + 'Powder River': {'pop': 1743, 'tracts': 1}, + 'Powell': {'pop': 7027, 'tracts': 2}, + 'Prairie': {'pop': 1179, 'tracts': 1}, + 'Ravalli': {'pop': 40212, 'tracts': 10}, + 'Richland': {'pop': 9746, 'tracts': 4}, + 'Roosevelt': {'pop': 10425, 'tracts': 3}, + 'Rosebud': {'pop': 9233, 'tracts': 4}, + 'Sanders': {'pop': 11413, 'tracts': 3}, + 'Sheridan': {'pop': 3384, 'tracts': 2}, + 'Silver Bow': {'pop': 34200, 'tracts': 8}, + 'Stillwater': {'pop': 9117, 'tracts': 3}, + 'Sweet Grass': {'pop': 3651, 'tracts': 1}, + 'Teton': {'pop': 6073, 'tracts': 3}, + 'Toole': {'pop': 5324, 'tracts': 3}, + 'Treasure': {'pop': 718, 'tracts': 1}, + 'Valley': {'pop': 7369, 'tracts': 3}, + 'Wheatland': {'pop': 2168, 'tracts': 1}, + 'Wibaux': {'pop': 1017, 'tracts': 1}, + 'Yellowstone': {'pop': 147972, 'tracts': 32}}, + 'NC': {'Alamance': {'pop': 151131, 'tracts': 36}, + 'Alexander': {'pop': 37198, 'tracts': 7}, + 'Alleghany': {'pop': 11155, 'tracts': 3}, + 'Anson': {'pop': 26948, 'tracts': 6}, + 'Ashe': {'pop': 27281, 'tracts': 6}, + 'Avery': {'pop': 17797, 'tracts': 5}, + 'Beaufort': {'pop': 47759, 'tracts': 11}, + 'Bertie': {'pop': 21282, 'tracts': 4}, + 'Bladen': {'pop': 35190, 'tracts': 6}, + 'Brunswick': {'pop': 107431, 'tracts': 33}, + 'Buncombe': {'pop': 238318, 'tracts': 56}, + 'Burke': {'pop': 90912, 'tracts': 18}, + 'Cabarrus': {'pop': 178011, 'tracts': 37}, + 'Caldwell': {'pop': 83029, 'tracts': 17}, + 'Camden': {'pop': 9980, 'tracts': 2}, + 'Carteret': {'pop': 66469, 'tracts': 38}, + 'Caswell': {'pop': 23719, 'tracts': 6}, + 'Catawba': {'pop': 154358, 'tracts': 31}, + 'Chatham': {'pop': 63505, 'tracts': 13}, + 'Cherokee': {'pop': 27444, 'tracts': 7}, + 'Chowan': {'pop': 14793, 'tracts': 3}, + 'Clay': {'pop': 10587, 'tracts': 2}, + 'Cleveland': {'pop': 98078, 'tracts': 22}, + 'Columbus': {'pop': 58098, 'tracts': 13}, + 'Craven': {'pop': 103505, 'tracts': 21}, + 'Cumberland': {'pop': 319431, 'tracts': 68}, + 'Currituck': {'pop': 23547, 'tracts': 8}, + 'Dare': {'pop': 33920, 'tracts': 11}, + 'Davidson': {'pop': 162878, 'tracts': 34}, + 'Davie': {'pop': 41240, 'tracts': 7}, + 'Duplin': {'pop': 58505, 'tracts': 11}, + 'Durham': {'pop': 267587, 'tracts': 60}, + 'Edgecombe': {'pop': 56552, 'tracts': 14}, + 'Forsyth': {'pop': 350670, 'tracts': 93}, + 'Franklin': {'pop': 60619, 'tracts': 12}, + 'Gaston': {'pop': 206086, 'tracts': 65}, + 'Gates': {'pop': 12197, 'tracts': 3}, + 'Graham': {'pop': 8861, 'tracts': 3}, + 'Granville': {'pop': 59916, 'tracts': 13}, + 'Greene': {'pop': 21362, 'tracts': 4}, + 'Guilford': {'pop': 488406, 'tracts': 119}, + 'Halifax': {'pop': 54691, 'tracts': 12}, + 'Harnett': {'pop': 114678, 'tracts': 27}, + 'Haywood': {'pop': 59036, 'tracts': 16}, + 'Henderson': {'pop': 106740, 'tracts': 27}, + 'Hertford': {'pop': 24669, 'tracts': 5}, + 'Hoke': {'pop': 46952, 'tracts': 9}, + 'Hyde': {'pop': 5810, 'tracts': 2}, + 'Iredell': {'pop': 159437, 'tracts': 44}, + 'Jackson': {'pop': 40271, 'tracts': 9}, + 'Johnston': {'pop': 168878, 'tracts': 25}, + 'Jones': {'pop': 10153, 'tracts': 3}, + 'Lee': {'pop': 57866, 'tracts': 13}, + 'Lenoir': {'pop': 59495, 'tracts': 15}, + 'Lincoln': {'pop': 78265, 'tracts': 18}, + 'Macon': {'pop': 33922, 'tracts': 9}, + 'Madison': {'pop': 20764, 'tracts': 6}, + 'Martin': {'pop': 24505, 'tracts': 6}, + 'McDowell': {'pop': 44996, 'tracts': 10}, + 'Mecklenburg': {'pop': 919628, 'tracts': 233}, + 'Mitchell': {'pop': 15579, 'tracts': 4}, + 'Montgomery': {'pop': 27798, 'tracts': 6}, + 'Moore': {'pop': 88247, 'tracts': 18}, + 'Nash': {'pop': 95840, 'tracts': 18}, + 'New Hanover': {'pop': 202667, 'tracts': 45}, + 'Northampton': {'pop': 22099, 'tracts': 5}, + 'Onslow': {'pop': 177772, 'tracts': 32}, + 'Orange': {'pop': 133801, 'tracts': 28}, + 'Pamlico': {'pop': 13144, 'tracts': 4}, + 'Pasquotank': {'pop': 40661, 'tracts': 10}, + 'Pender': {'pop': 52217, 'tracts': 16}, + 'Perquimans': {'pop': 13453, 'tracts': 3}, + 'Person': {'pop': 39464, 'tracts': 7}, + 'Pitt': {'pop': 168148, 'tracts': 32}, + 'Polk': {'pop': 20510, 'tracts': 7}, + 'Randolph': {'pop': 141752, 'tracts': 28}, + 'Richmond': {'pop': 46639, 'tracts': 11}, + 'Robeson': {'pop': 134168, 'tracts': 31}, + 'Rockingham': {'pop': 93643, 'tracts': 21}, + 'Rowan': {'pop': 138428, 'tracts': 30}, + 'Rutherford': {'pop': 67810, 'tracts': 13}, + 'Sampson': {'pop': 63431, 'tracts': 11}, + 'Scotland': {'pop': 36157, 'tracts': 7}, + 'Stanly': {'pop': 60585, 'tracts': 13}, + 'Stokes': {'pop': 47401, 'tracts': 9}, + 'Surry': {'pop': 73673, 'tracts': 22}, + 'Swain': {'pop': 13981, 'tracts': 5}, + 'Transylvania': {'pop': 33090, 'tracts': 7}, + 'Tyrrell': {'pop': 4407, 'tracts': 1}, + 'Union': {'pop': 201292, 'tracts': 41}, + 'Vance': {'pop': 45422, 'tracts': 10}, + 'Wake': {'pop': 900993, 'tracts': 187}, + 'Warren': {'pop': 20972, 'tracts': 6}, + 'Washington': {'pop': 13228, 'tracts': 3}, + 'Watauga': {'pop': 51079, 'tracts': 13}, + 'Wayne': {'pop': 122623, 'tracts': 26}, + 'Wilkes': {'pop': 69340, 'tracts': 14}, + 'Wilson': {'pop': 81234, 'tracts': 19}, + 'Yadkin': {'pop': 38406, 'tracts': 7}, + 'Yancey': {'pop': 17818, 'tracts': 5}}, + 'ND': {'Adams': {'pop': 2343, 'tracts': 1}, + 'Barnes': {'pop': 11066, 'tracts': 4}, + 'Benson': {'pop': 6660, 'tracts': 4}, + 'Billings': {'pop': 783, 'tracts': 1}, + 'Bottineau': {'pop': 6429, 'tracts': 3}, + 'Bowman': {'pop': 3151, 'tracts': 2}, + 'Burke': {'pop': 1968, 'tracts': 1}, + 'Burleigh': {'pop': 81308, 'tracts': 19}, + 'Cass': {'pop': 149778, 'tracts': 33}, + 'Cavalier': {'pop': 3993, 'tracts': 2}, + 'Dickey': {'pop': 5289, 'tracts': 3}, + 'Divide': {'pop': 2071, 'tracts': 1}, + 'Dunn': {'pop': 3536, 'tracts': 1}, + 'Eddy': {'pop': 2385, 'tracts': 1}, + 'Emmons': {'pop': 3550, 'tracts': 1}, + 'Foster': {'pop': 3343, 'tracts': 1}, + 'Golden Valley': {'pop': 1680, 'tracts': 1}, + 'Grand Forks': {'pop': 66861, 'tracts': 18}, + 'Grant': {'pop': 2394, 'tracts': 1}, + 'Griggs': {'pop': 2420, 'tracts': 1}, + 'Hettinger': {'pop': 2477, 'tracts': 2}, + 'Kidder': {'pop': 2435, 'tracts': 1}, + 'LaMoure': {'pop': 4139, 'tracts': 2}, + 'Logan': {'pop': 1990, 'tracts': 1}, + 'McHenry': {'pop': 5395, 'tracts': 2}, + 'McIntosh': {'pop': 2809, 'tracts': 1}, + 'McKenzie': {'pop': 6360, 'tracts': 4}, + 'McLean': {'pop': 8962, 'tracts': 2}, + 'Mercer': {'pop': 8424, 'tracts': 3}, + 'Morton': {'pop': 27471, 'tracts': 5}, + 'Mountrail': {'pop': 7673, 'tracts': 3}, + 'Nelson': {'pop': 3126, 'tracts': 1}, + 'Oliver': {'pop': 1846, 'tracts': 1}, + 'Pembina': {'pop': 7413, 'tracts': 5}, + 'Pierce': {'pop': 4357, 'tracts': 2}, + 'Ramsey': {'pop': 11451, 'tracts': 3}, + 'Ransom': {'pop': 5457, 'tracts': 3}, + 'Renville': {'pop': 2470, 'tracts': 1}, + 'Richland': {'pop': 16321, 'tracts': 6}, + 'Rolette': {'pop': 13937, 'tracts': 4}, + 'Sargent': {'pop': 3829, 'tracts': 2}, + 'Sheridan': {'pop': 1321, 'tracts': 1}, + 'Sioux': {'pop': 4153, 'tracts': 2}, + 'Slope': {'pop': 727, 'tracts': 1}, + 'Stark': {'pop': 24199, 'tracts': 8}, + 'Steele': {'pop': 1975, 'tracts': 1}, + 'Stutsman': {'pop': 21100, 'tracts': 6}, + 'Towner': {'pop': 2246, 'tracts': 1}, + 'Traill': {'pop': 8121, 'tracts': 4}, + 'Walsh': {'pop': 11119, 'tracts': 6}, + 'Ward': {'pop': 61675, 'tracts': 13}, + 'Wells': {'pop': 4207, 'tracts': 2}, + 'Williams': {'pop': 22398, 'tracts': 7}}, + 'NE': {'Adams': {'pop': 31364, 'tracts': 9}, + 'Antelope': {'pop': 6685, 'tracts': 3}, + 'Arthur': {'pop': 460, 'tracts': 1}, + 'Banner': {'pop': 690, 'tracts': 1}, + 'Blaine': {'pop': 478, 'tracts': 1}, + 'Boone': {'pop': 5505, 'tracts': 2}, + 'Box Butte': {'pop': 11308, 'tracts': 3}, + 'Boyd': {'pop': 2099, 'tracts': 1}, + 'Brown': {'pop': 3145, 'tracts': 1}, + 'Buffalo': {'pop': 46102, 'tracts': 11}, + 'Burt': {'pop': 6858, 'tracts': 3}, + 'Butler': {'pop': 8395, 'tracts': 3}, + 'Cass': {'pop': 25241, 'tracts': 6}, + 'Cedar': {'pop': 8852, 'tracts': 2}, + 'Chase': {'pop': 3966, 'tracts': 1}, + 'Cherry': {'pop': 5713, 'tracts': 2}, + 'Cheyenne': {'pop': 9998, 'tracts': 3}, + 'Clay': {'pop': 6542, 'tracts': 2}, + 'Colfax': {'pop': 10515, 'tracts': 3}, + 'Cuming': {'pop': 9139, 'tracts': 3}, + 'Custer': {'pop': 10939, 'tracts': 4}, + 'Dakota': {'pop': 21006, 'tracts': 4}, + 'Dawes': {'pop': 9182, 'tracts': 2}, + 'Dawson': {'pop': 24326, 'tracts': 7}, + 'Deuel': {'pop': 1941, 'tracts': 1}, + 'Dixon': {'pop': 6000, 'tracts': 2}, + 'Dodge': {'pop': 36691, 'tracts': 9}, + 'Douglas': {'pop': 517110, 'tracts': 156}, + 'Dundy': {'pop': 2008, 'tracts': 1}, + 'Fillmore': {'pop': 5890, 'tracts': 2}, + 'Franklin': {'pop': 3225, 'tracts': 2}, + 'Frontier': {'pop': 2756, 'tracts': 1}, + 'Furnas': {'pop': 4959, 'tracts': 1}, + 'Gage': {'pop': 22311, 'tracts': 7}, + 'Garden': {'pop': 2057, 'tracts': 1}, + 'Garfield': {'pop': 2049, 'tracts': 1}, + 'Gosper': {'pop': 2044, 'tracts': 1}, + 'Grant': {'pop': 614, 'tracts': 1}, + 'Greeley': {'pop': 2538, 'tracts': 1}, + 'Hall': {'pop': 58607, 'tracts': 14}, + 'Hamilton': {'pop': 9124, 'tracts': 3}, + 'Harlan': {'pop': 3423, 'tracts': 1}, + 'Hayes': {'pop': 967, 'tracts': 1}, + 'Hitchcock': {'pop': 2908, 'tracts': 1}, + 'Holt': {'pop': 10435, 'tracts': 4}, + 'Hooker': {'pop': 736, 'tracts': 1}, + 'Howard': {'pop': 6274, 'tracts': 2}, + 'Jefferson': {'pop': 7547, 'tracts': 3}, + 'Johnson': {'pop': 5217, 'tracts': 2}, + 'Kearney': {'pop': 6489, 'tracts': 2}, + 'Keith': {'pop': 8368, 'tracts': 3}, + 'Keya Paha': {'pop': 824, 'tracts': 1}, + 'Kimball': {'pop': 3821, 'tracts': 1}, + 'Knox': {'pop': 8701, 'tracts': 3}, + 'Lancaster': {'pop': 285407, 'tracts': 74}, + 'Lincoln': {'pop': 36288, 'tracts': 8}, + 'Logan': {'pop': 763, 'tracts': 1}, + 'Loup': {'pop': 632, 'tracts': 1}, + 'Madison': {'pop': 34876, 'tracts': 9}, + 'McPherson': {'pop': 539, 'tracts': 1}, + 'Merrick': {'pop': 7845, 'tracts': 3}, + 'Morrill': {'pop': 5042, 'tracts': 1}, + 'Nance': {'pop': 3735, 'tracts': 1}, + 'Nemaha': {'pop': 7248, 'tracts': 2}, + 'Nuckolls': {'pop': 4500, 'tracts': 2}, + 'Otoe': {'pop': 15740, 'tracts': 5}, + 'Pawnee': {'pop': 2773, 'tracts': 1}, + 'Perkins': {'pop': 2970, 'tracts': 1}, + 'Phelps': {'pop': 9188, 'tracts': 3}, + 'Pierce': {'pop': 7266, 'tracts': 2}, + 'Platte': {'pop': 32237, 'tracts': 7}, + 'Polk': {'pop': 5406, 'tracts': 2}, + 'Red Willow': {'pop': 11055, 'tracts': 3}, + 'Richardson': {'pop': 8363, 'tracts': 3}, + 'Rock': {'pop': 1526, 'tracts': 1}, + 'Saline': {'pop': 14200, 'tracts': 4}, + 'Sarpy': {'pop': 158840, 'tracts': 43}, + 'Saunders': {'pop': 20780, 'tracts': 5}, + 'Scotts Bluff': {'pop': 36970, 'tracts': 11}, + 'Seward': {'pop': 16750, 'tracts': 4}, + 'Sheridan': {'pop': 5469, 'tracts': 2}, + 'Sherman': {'pop': 3152, 'tracts': 1}, + 'Sioux': {'pop': 1311, 'tracts': 1}, + 'Stanton': {'pop': 6129, 'tracts': 2}, + 'Thayer': {'pop': 5228, 'tracts': 2}, + 'Thomas': {'pop': 647, 'tracts': 1}, + 'Thurston': {'pop': 6940, 'tracts': 2}, + 'Valley': {'pop': 4260, 'tracts': 2}, + 'Washington': {'pop': 20234, 'tracts': 5}, + 'Wayne': {'pop': 9595, 'tracts': 2}, + 'Webster': {'pop': 3812, 'tracts': 2}, + 'Wheeler': {'pop': 818, 'tracts': 1}, + 'York': {'pop': 13665, 'tracts': 4}}, + 'NH': {'Belknap': {'pop': 60088, 'tracts': 15}, + 'Carroll': {'pop': 47818, 'tracts': 11}, + 'Cheshire': {'pop': 77117, 'tracts': 16}, + 'Coos': {'pop': 33055, 'tracts': 11}, + 'Grafton': {'pop': 89118, 'tracts': 19}, + 'Hillsborough': {'pop': 400721, 'tracts': 86}, + 'Merrimack': {'pop': 146445, 'tracts': 36}, + 'Rockingham': {'pop': 295223, 'tracts': 66}, + 'Strafford': {'pop': 123143, 'tracts': 25}, + 'Sullivan': {'pop': 43742, 'tracts': 10}}, + 'NJ': {'Atlantic': {'pop': 274549, 'tracts': 69}, + 'Bergen': {'pop': 905116, 'tracts': 179}, + 'Burlington': {'pop': 448734, 'tracts': 114}, + 'Camden': {'pop': 513657, 'tracts': 127}, + 'Cape May': {'pop': 97265, 'tracts': 32}, + 'Cumberland': {'pop': 156898, 'tracts': 35}, + 'Essex': {'pop': 783969, 'tracts': 210}, + 'Gloucester': {'pop': 288288, 'tracts': 63}, + 'Hudson': {'pop': 634266, 'tracts': 166}, + 'Hunterdon': {'pop': 128349, 'tracts': 26}, + 'Mercer': {'pop': 366513, 'tracts': 77}, + 'Middlesex': {'pop': 809858, 'tracts': 175}, + 'Monmouth': {'pop': 630380, 'tracts': 144}, + 'Morris': {'pop': 492276, 'tracts': 100}, + 'Ocean': {'pop': 576567, 'tracts': 126}, + 'Passaic': {'pop': 501226, 'tracts': 100}, + 'Salem': {'pop': 66083, 'tracts': 24}, + 'Somerset': {'pop': 323444, 'tracts': 68}, + 'Sussex': {'pop': 149265, 'tracts': 41}, + 'Union': {'pop': 536499, 'tracts': 108}, + 'Warren': {'pop': 108692, 'tracts': 23}}, + 'NM': {'Bernalillo': {'pop': 662564, 'tracts': 153}, + 'Catron': {'pop': 3725, 'tracts': 1}, + 'Chaves': {'pop': 65645, 'tracts': 16}, + 'Cibola': {'pop': 27213, 'tracts': 7}, + 'Colfax': {'pop': 13750, 'tracts': 3}, + 'Curry': {'pop': 48376, 'tracts': 12}, + 'De Baca': {'pop': 2022, 'tracts': 1}, + 'Dona Ana': {'pop': 209233, 'tracts': 41}, + 'Eddy': {'pop': 53829, 'tracts': 12}, + 'Grant': {'pop': 29514, 'tracts': 8}, + 'Guadalupe': {'pop': 4687, 'tracts': 1}, + 'Harding': {'pop': 695, 'tracts': 1}, + 'Hidalgo': {'pop': 4894, 'tracts': 2}, + 'Lea': {'pop': 64727, 'tracts': 18}, + 'Lincoln': {'pop': 20497, 'tracts': 5}, + 'Los Alamos': {'pop': 17950, 'tracts': 4}, + 'Luna': {'pop': 25095, 'tracts': 6}, + 'McKinley': {'pop': 71492, 'tracts': 17}, + 'Mora': {'pop': 4881, 'tracts': 1}, + 'Otero': {'pop': 63797, 'tracts': 16}, + 'Quay': {'pop': 9041, 'tracts': 3}, + 'Rio Arriba': {'pop': 40246, 'tracts': 9}, + 'Roosevelt': {'pop': 19846, 'tracts': 5}, + 'San Juan': {'pop': 130044, 'tracts': 33}, + 'San Miguel': {'pop': 29393, 'tracts': 7}, + 'Sandoval': {'pop': 131561, 'tracts': 28}, + 'Santa Fe': {'pop': 144170, 'tracts': 50}, + 'Sierra': {'pop': 11988, 'tracts': 4}, + 'Socorro': {'pop': 17866, 'tracts': 6}, + 'Taos': {'pop': 32937, 'tracts': 6}, + 'Torrance': {'pop': 16383, 'tracts': 4}, + 'Union': {'pop': 4549, 'tracts': 1}, + 'Valencia': {'pop': 76569, 'tracts': 18}}, + 'NV': {'Carson City': {'pop': 55274, 'tracts': 14}, + 'Churchill': {'pop': 24877, 'tracts': 7}, + 'Clark': {'pop': 1951269, 'tracts': 487}, + 'Douglas': {'pop': 46997, 'tracts': 17}, + 'Elko': {'pop': 48818, 'tracts': 14}, + 'Esmeralda': {'pop': 783, 'tracts': 1}, + 'Eureka': {'pop': 1987, 'tracts': 1}, + 'Humboldt': {'pop': 16528, 'tracts': 4}, + 'Lander': {'pop': 5775, 'tracts': 1}, + 'Lincoln': {'pop': 5345, 'tracts': 2}, + 'Lyon': {'pop': 51980, 'tracts': 10}, + 'Mineral': {'pop': 4772, 'tracts': 2}, + 'Nye': {'pop': 43946, 'tracts': 10}, + 'Pershing': {'pop': 6753, 'tracts': 1}, + 'Storey': {'pop': 4010, 'tracts': 1}, + 'Washoe': {'pop': 421407, 'tracts': 112}, + 'White Pine': {'pop': 10030, 'tracts': 3}}, + 'NY': {'Albany': {'pop': 304204, 'tracts': 75}, + 'Allegany': {'pop': 48946, 'tracts': 13}, + 'Bronx': {'pop': 1385108, 'tracts': 339}, + 'Broome': {'pop': 200600, 'tracts': 55}, + 'Cattaraugus': {'pop': 80317, 'tracts': 21}, + 'Cayuga': {'pop': 80026, 'tracts': 20}, + 'Chautauqua': {'pop': 134905, 'tracts': 35}, + 'Chemung': {'pop': 88830, 'tracts': 22}, + 'Chenango': {'pop': 50477, 'tracts': 12}, + 'Clinton': {'pop': 82128, 'tracts': 19}, + 'Columbia': {'pop': 63096, 'tracts': 21}, + 'Cortland': {'pop': 49336, 'tracts': 12}, + 'Delaware': {'pop': 47980, 'tracts': 14}, + 'Dutchess': {'pop': 297488, 'tracts': 79}, + 'Erie': {'pop': 919040, 'tracts': 237}, + 'Essex': {'pop': 39370, 'tracts': 13}, + 'Franklin': {'pop': 51599, 'tracts': 14}, + 'Fulton': {'pop': 55531, 'tracts': 15}, + 'Genesee': {'pop': 60079, 'tracts': 15}, + 'Greene': {'pop': 49221, 'tracts': 15}, + 'Hamilton': {'pop': 4836, 'tracts': 4}, + 'Herkimer': {'pop': 64519, 'tracts': 19}, + 'Jefferson': {'pop': 116229, 'tracts': 26}, + 'Kings': {'pop': 2504700, 'tracts': 760}, + 'Lewis': {'pop': 27087, 'tracts': 7}, + 'Livingston': {'pop': 65393, 'tracts': 15}, + 'Madison': {'pop': 73442, 'tracts': 16}, + 'Monroe': {'pop': 744344, 'tracts': 192}, + 'Montgomery': {'pop': 50219, 'tracts': 16}, + 'Nassau': {'pop': 1339532, 'tracts': 280}, + 'New York': {'pop': 1585873, 'tracts': 288}, + 'Niagara': {'pop': 216469, 'tracts': 61}, + 'Oneida': {'pop': 234878, 'tracts': 74}, + 'Onondaga': {'pop': 467026, 'tracts': 140}, + 'Ontario': {'pop': 107931, 'tracts': 25}, + 'Orange': {'pop': 372813, 'tracts': 79}, + 'Orleans': {'pop': 42883, 'tracts': 11}, + 'Oswego': {'pop': 122109, 'tracts': 29}, + 'Otsego': {'pop': 62259, 'tracts': 17}, + 'Putnam': {'pop': 99710, 'tracts': 19}, + 'Queens': {'pop': 2230722, 'tracts': 669}, + 'Rensselaer': {'pop': 159429, 'tracts': 42}, + 'Richmond': {'pop': 468730, 'tracts': 109}, + 'Rockland': {'pop': 311687, 'tracts': 65}, + 'Saratoga': {'pop': 219607, 'tracts': 50}, + 'Schenectady': {'pop': 154727, 'tracts': 43}, + 'Schoharie': {'pop': 32749, 'tracts': 8}, + 'Schuyler': {'pop': 18343, 'tracts': 5}, + 'Seneca': {'pop': 35251, 'tracts': 10}, + 'St. Lawrence': {'pop': 111944, 'tracts': 28}, + 'Steuben': {'pop': 98990, 'tracts': 30}, + 'Suffolk': {'pop': 1493350, 'tracts': 322}, + 'Sullivan': {'pop': 77547, 'tracts': 24}, + 'Tioga': {'pop': 51125, 'tracts': 10}, + 'Tompkins': {'pop': 101564, 'tracts': 23}, + 'Ulster': {'pop': 182493, 'tracts': 47}, + 'Warren': {'pop': 65707, 'tracts': 19}, + 'Washington': {'pop': 63216, 'tracts': 17}, + 'Wayne': {'pop': 93772, 'tracts': 23}, + 'Westchester': {'pop': 949113, 'tracts': 223}, + 'Wyoming': {'pop': 42155, 'tracts': 11}, + 'Yates': {'pop': 25348, 'tracts': 5}}, + 'OH': {'Adams': {'pop': 28550, 'tracts': 6}, + 'Allen': {'pop': 106331, 'tracts': 33}, + 'Ashland': {'pop': 53139, 'tracts': 11}, + 'Ashtabula': {'pop': 101497, 'tracts': 25}, + 'Athens': {'pop': 64757, 'tracts': 15}, + 'Auglaize': {'pop': 45949, 'tracts': 11}, + 'Belmont': {'pop': 70400, 'tracts': 20}, + 'Brown': {'pop': 44846, 'tracts': 9}, + 'Butler': {'pop': 368130, 'tracts': 80}, + 'Carroll': {'pop': 28836, 'tracts': 7}, + 'Champaign': {'pop': 40097, 'tracts': 10}, + 'Clark': {'pop': 138333, 'tracts': 44}, + 'Clermont': {'pop': 197363, 'tracts': 40}, + 'Clinton': {'pop': 42040, 'tracts': 9}, + 'Columbiana': {'pop': 107841, 'tracts': 24}, + 'Coshocton': {'pop': 36901, 'tracts': 10}, + 'Crawford': {'pop': 43784, 'tracts': 13}, + 'Cuyahoga': {'pop': 1280122, 'tracts': 447}, + 'Darke': {'pop': 52959, 'tracts': 12}, + 'Defiance': {'pop': 39037, 'tracts': 9}, + 'Delaware': {'pop': 174214, 'tracts': 35}, + 'Erie': {'pop': 77079, 'tracts': 19}, + 'Fairfield': {'pop': 146156, 'tracts': 28}, + 'Fayette': {'pop': 29030, 'tracts': 7}, + 'Franklin': {'pop': 1163414, 'tracts': 284}, + 'Fulton': {'pop': 42698, 'tracts': 9}, + 'Gallia': {'pop': 30934, 'tracts': 7}, + 'Geauga': {'pop': 93389, 'tracts': 21}, + 'Greene': {'pop': 161573, 'tracts': 35}, + 'Guernsey': {'pop': 40087, 'tracts': 10}, + 'Hamilton': {'pop': 802374, 'tracts': 222}, + 'Hancock': {'pop': 74782, 'tracts': 13}, + 'Hardin': {'pop': 32058, 'tracts': 7}, + 'Harrison': {'pop': 15864, 'tracts': 5}, + 'Henry': {'pop': 28215, 'tracts': 7}, + 'Highland': {'pop': 43589, 'tracts': 9}, + 'Hocking': {'pop': 29380, 'tracts': 7}, + 'Holmes': {'pop': 42366, 'tracts': 8}, + 'Huron': {'pop': 59626, 'tracts': 13}, + 'Jackson': {'pop': 33225, 'tracts': 7}, + 'Jefferson': {'pop': 69709, 'tracts': 23}, + 'Knox': {'pop': 60921, 'tracts': 12}, + 'Lake': {'pop': 230041, 'tracts': 59}, + 'Lawrence': {'pop': 62450, 'tracts': 16}, + 'Licking': {'pop': 166492, 'tracts': 32}, + 'Logan': {'pop': 45858, 'tracts': 11}, + 'Lorain': {'pop': 301356, 'tracts': 73}, + 'Lucas': {'pop': 441815, 'tracts': 127}, + 'Madison': {'pop': 43435, 'tracts': 12}, + 'Mahoning': {'pop': 238823, 'tracts': 70}, + 'Marion': {'pop': 66501, 'tracts': 18}, + 'Medina': {'pop': 172332, 'tracts': 37}, + 'Meigs': {'pop': 23770, 'tracts': 6}, + 'Mercer': {'pop': 40814, 'tracts': 9}, + 'Miami': {'pop': 102506, 'tracts': 21}, + 'Monroe': {'pop': 14642, 'tracts': 4}, + 'Montgomery': {'pop': 535153, 'tracts': 153}, + 'Morgan': {'pop': 15054, 'tracts': 4}, + 'Morrow': {'pop': 34827, 'tracts': 6}, + 'Muskingum': {'pop': 86074, 'tracts': 19}, + 'Noble': {'pop': 14645, 'tracts': 3}, + 'Ottawa': {'pop': 41428, 'tracts': 13}, + 'Paulding': {'pop': 19614, 'tracts': 5}, + 'Perry': {'pop': 36058, 'tracts': 6}, + 'Pickaway': {'pop': 55698, 'tracts': 13}, + 'Pike': {'pop': 28709, 'tracts': 6}, + 'Portage': {'pop': 161419, 'tracts': 35}, + 'Preble': {'pop': 42270, 'tracts': 12}, + 'Putnam': {'pop': 34499, 'tracts': 7}, + 'Richland': {'pop': 124475, 'tracts': 30}, + 'Ross': {'pop': 78064, 'tracts': 17}, + 'Sandusky': {'pop': 60944, 'tracts': 15}, + 'Scioto': {'pop': 79499, 'tracts': 20}, + 'Seneca': {'pop': 56745, 'tracts': 14}, + 'Shelby': {'pop': 49423, 'tracts': 10}, + 'Stark': {'pop': 375586, 'tracts': 86}, + 'Summit': {'pop': 541781, 'tracts': 135}, + 'Trumbull': {'pop': 210312, 'tracts': 55}, + 'Tuscarawas': {'pop': 92582, 'tracts': 21}, + 'Union': {'pop': 52300, 'tracts': 10}, + 'Van Wert': {'pop': 28744, 'tracts': 9}, + 'Vinton': {'pop': 13435, 'tracts': 3}, + 'Warren': {'pop': 212693, 'tracts': 33}, + 'Washington': {'pop': 61778, 'tracts': 16}, + 'Wayne': {'pop': 114520, 'tracts': 32}, + 'Williams': {'pop': 37642, 'tracts': 9}, + 'Wood': {'pop': 125488, 'tracts': 28}, + 'Wyandot': {'pop': 22615, 'tracts': 6}}, + 'OK': {'Adair': {'pop': 22683, 'tracts': 5}, + 'Alfalfa': {'pop': 5642, 'tracts': 3}, + 'Atoka': {'pop': 14182, 'tracts': 4}, + 'Beaver': {'pop': 5636, 'tracts': 3}, + 'Beckham': {'pop': 22119, 'tracts': 4}, + 'Blaine': {'pop': 11943, 'tracts': 5}, + 'Bryan': {'pop': 42416, 'tracts': 11}, + 'Caddo': {'pop': 29600, 'tracts': 8}, + 'Canadian': {'pop': 115541, 'tracts': 29}, + 'Carter': {'pop': 47557, 'tracts': 11}, + 'Cherokee': {'pop': 46987, 'tracts': 9}, + 'Choctaw': {'pop': 15205, 'tracts': 5}, + 'Cimarron': {'pop': 2475, 'tracts': 2}, + 'Cleveland': {'pop': 255755, 'tracts': 62}, + 'Coal': {'pop': 5925, 'tracts': 2}, + 'Comanche': {'pop': 124098, 'tracts': 32}, + 'Cotton': {'pop': 6193, 'tracts': 2}, + 'Craig': {'pop': 15029, 'tracts': 5}, + 'Creek': {'pop': 69967, 'tracts': 21}, + 'Custer': {'pop': 27469, 'tracts': 5}, + 'Delaware': {'pop': 41487, 'tracts': 9}, + 'Dewey': {'pop': 4810, 'tracts': 3}, + 'Ellis': {'pop': 4151, 'tracts': 2}, + 'Garfield': {'pop': 60580, 'tracts': 12}, + 'Garvin': {'pop': 27576, 'tracts': 9}, + 'Grady': {'pop': 52431, 'tracts': 10}, + 'Grant': {'pop': 4527, 'tracts': 2}, + 'Greer': {'pop': 6239, 'tracts': 2}, + 'Harmon': {'pop': 2922, 'tracts': 1}, + 'Harper': {'pop': 3685, 'tracts': 2}, + 'Haskell': {'pop': 12769, 'tracts': 4}, + 'Hughes': {'pop': 14003, 'tracts': 5}, + 'Jackson': {'pop': 26446, 'tracts': 8}, + 'Jefferson': {'pop': 6472, 'tracts': 3}, + 'Johnston': {'pop': 10957, 'tracts': 3}, + 'Kay': {'pop': 46562, 'tracts': 11}, + 'Kingfisher': {'pop': 15034, 'tracts': 4}, + 'Kiowa': {'pop': 9446, 'tracts': 3}, + 'Latimer': {'pop': 11154, 'tracts': 3}, + 'Le Flore': {'pop': 50384, 'tracts': 12}, + 'Lincoln': {'pop': 34273, 'tracts': 7}, + 'Logan': {'pop': 41848, 'tracts': 8}, + 'Love': {'pop': 9423, 'tracts': 3}, + 'Major': {'pop': 7527, 'tracts': 3}, + 'Marshall': {'pop': 15840, 'tracts': 4}, + 'Mayes': {'pop': 41259, 'tracts': 9}, + 'McClain': {'pop': 34506, 'tracts': 6}, + 'McCurtain': {'pop': 33151, 'tracts': 8}, + 'McIntosh': {'pop': 20252, 'tracts': 6}, + 'Murray': {'pop': 13488, 'tracts': 3}, + 'Muskogee': {'pop': 70990, 'tracts': 16}, + 'Noble': {'pop': 11561, 'tracts': 4}, + 'Nowata': {'pop': 10536, 'tracts': 4}, + 'Okfuskee': {'pop': 12191, 'tracts': 4}, + 'Oklahoma': {'pop': 718633, 'tracts': 241}, + 'Okmulgee': {'pop': 40069, 'tracts': 10}, + 'Osage': {'pop': 47472, 'tracts': 11}, + 'Ottawa': {'pop': 31848, 'tracts': 9}, + 'Pawnee': {'pop': 16577, 'tracts': 5}, + 'Payne': {'pop': 77350, 'tracts': 17}, + 'Pittsburg': {'pop': 45837, 'tracts': 13}, + 'Pontotoc': {'pop': 37492, 'tracts': 10}, + 'Pottawatomie': {'pop': 69442, 'tracts': 16}, + 'Pushmataha': {'pop': 11572, 'tracts': 3}, + 'Roger Mills': {'pop': 3647, 'tracts': 1}, + 'Rogers': {'pop': 86905, 'tracts': 28}, + 'Seminole': {'pop': 25482, 'tracts': 9}, + 'Sequoyah': {'pop': 42391, 'tracts': 9}, + 'Stephens': {'pop': 45048, 'tracts': 11}, + 'Texas': {'pop': 20640, 'tracts': 5}, + 'Tillman': {'pop': 7992, 'tracts': 5}, + 'Tulsa': {'pop': 603403, 'tracts': 175}, + 'Wagoner': {'pop': 73085, 'tracts': 22}, + 'Washington': {'pop': 50976, 'tracts': 13}, + 'Washita': {'pop': 11629, 'tracts': 4}, + 'Woods': {'pop': 8878, 'tracts': 3}, + 'Woodward': {'pop': 20081, 'tracts': 5}}, + 'OR': {'Baker': {'pop': 16134, 'tracts': 6}, + 'Benton': {'pop': 85579, 'tracts': 18}, + 'Clackamas': {'pop': 375992, 'tracts': 80}, + 'Clatsop': {'pop': 37039, 'tracts': 12}, + 'Columbia': {'pop': 49351, 'tracts': 10}, + 'Coos': {'pop': 63043, 'tracts': 13}, + 'Crook': {'pop': 20978, 'tracts': 4}, + 'Curry': {'pop': 22364, 'tracts': 6}, + 'Deschutes': {'pop': 157733, 'tracts': 24}, + 'Douglas': {'pop': 107667, 'tracts': 22}, + 'Gilliam': {'pop': 1871, 'tracts': 1}, + 'Grant': {'pop': 7445, 'tracts': 2}, + 'Harney': {'pop': 7422, 'tracts': 2}, + 'Hood River': {'pop': 22346, 'tracts': 4}, + 'Jackson': {'pop': 203206, 'tracts': 41}, + 'Jefferson': {'pop': 21720, 'tracts': 6}, + 'Josephine': {'pop': 82713, 'tracts': 16}, + 'Klamath': {'pop': 66380, 'tracts': 20}, + 'Lake': {'pop': 7895, 'tracts': 2}, + 'Lane': {'pop': 351715, 'tracts': 86}, + 'Lincoln': {'pop': 46034, 'tracts': 18}, + 'Linn': {'pop': 116672, 'tracts': 21}, + 'Malheur': {'pop': 31313, 'tracts': 8}, + 'Marion': {'pop': 315335, 'tracts': 58}, + 'Morrow': {'pop': 11173, 'tracts': 2}, + 'Multnomah': {'pop': 735334, 'tracts': 171}, + 'Polk': {'pop': 75403, 'tracts': 12}, + 'Sherman': {'pop': 1765, 'tracts': 1}, + 'Tillamook': {'pop': 25250, 'tracts': 8}, + 'Umatilla': {'pop': 75889, 'tracts': 15}, + 'Union': {'pop': 25748, 'tracts': 8}, + 'Wallowa': {'pop': 7008, 'tracts': 3}, + 'Wasco': {'pop': 25213, 'tracts': 8}, + 'Washington': {'pop': 529710, 'tracts': 104}, + 'Wheeler': {'pop': 1441, 'tracts': 1}, + 'Yamhill': {'pop': 99193, 'tracts': 17}}, + 'PA': {'Adams': {'pop': 101407, 'tracts': 23}, + 'Allegheny': {'pop': 1223348, 'tracts': 402}, + 'Armstrong': {'pop': 68941, 'tracts': 19}, + 'Beaver': {'pop': 170539, 'tracts': 51}, + 'Bedford': {'pop': 49762, 'tracts': 11}, + 'Berks': {'pop': 411442, 'tracts': 90}, + 'Blair': {'pop': 127089, 'tracts': 34}, + 'Bradford': {'pop': 62622, 'tracts': 14}, + 'Bucks': {'pop': 625249, 'tracts': 143}, + 'Butler': {'pop': 183862, 'tracts': 44}, + 'Cambria': {'pop': 143679, 'tracts': 42}, + 'Cameron': {'pop': 5085, 'tracts': 2}, + 'Carbon': {'pop': 65249, 'tracts': 12}, + 'Centre': {'pop': 153990, 'tracts': 31}, + 'Chester': {'pop': 498886, 'tracts': 116}, + 'Clarion': {'pop': 39988, 'tracts': 10}, + 'Clearfield': {'pop': 81642, 'tracts': 20}, + 'Clinton': {'pop': 39238, 'tracts': 9}, + 'Columbia': {'pop': 67295, 'tracts': 15}, + 'Crawford': {'pop': 88765, 'tracts': 23}, + 'Cumberland': {'pop': 235406, 'tracts': 49}, + 'Dauphin': {'pop': 268100, 'tracts': 65}, + 'Delaware': {'pop': 558979, 'tracts': 144}, + 'Elk': {'pop': 31946, 'tracts': 9}, + 'Erie': {'pop': 280566, 'tracts': 72}, + 'Fayette': {'pop': 136606, 'tracts': 36}, + 'Forest': {'pop': 7716, 'tracts': 3}, + 'Franklin': {'pop': 149618, 'tracts': 27}, + 'Fulton': {'pop': 14845, 'tracts': 3}, + 'Greene': {'pop': 38686, 'tracts': 9}, + 'Huntingdon': {'pop': 45913, 'tracts': 12}, + 'Indiana': {'pop': 88880, 'tracts': 23}, + 'Jefferson': {'pop': 45200, 'tracts': 13}, + 'Juniata': {'pop': 24636, 'tracts': 5}, + 'Lackawanna': {'pop': 214437, 'tracts': 59}, + 'Lancaster': {'pop': 519445, 'tracts': 98}, + 'Lawrence': {'pop': 91108, 'tracts': 28}, + 'Lebanon': {'pop': 133568, 'tracts': 31}, + 'Lehigh': {'pop': 349497, 'tracts': 76}, + 'Luzerne': {'pop': 320918, 'tracts': 104}, + 'Lycoming': {'pop': 116111, 'tracts': 29}, + 'McKean': {'pop': 43450, 'tracts': 12}, + 'Mercer': {'pop': 116638, 'tracts': 30}, + 'Mifflin': {'pop': 46682, 'tracts': 12}, + 'Monroe': {'pop': 169842, 'tracts': 33}, + 'Montgomery': {'pop': 799874, 'tracts': 211}, + 'Montour': {'pop': 18267, 'tracts': 4}, + 'Northampton': {'pop': 297735, 'tracts': 68}, + 'Northumberland': {'pop': 94528, 'tracts': 24}, + 'Perry': {'pop': 45969, 'tracts': 10}, + 'Philadelphia': {'pop': 1526006, 'tracts': 384}, + 'Pike': {'pop': 57369, 'tracts': 18}, + 'Potter': {'pop': 17457, 'tracts': 5}, + 'Schuylkill': {'pop': 148289, 'tracts': 40}, + 'Snyder': {'pop': 39702, 'tracts': 8}, + 'Somerset': {'pop': 77742, 'tracts': 21}, + 'Sullivan': {'pop': 6428, 'tracts': 2}, + 'Susquehanna': {'pop': 43356, 'tracts': 11}, + 'Tioga': {'pop': 41981, 'tracts': 10}, + 'Union': {'pop': 44947, 'tracts': 10}, + 'Venango': {'pop': 54984, 'tracts': 16}, + 'Warren': {'pop': 41815, 'tracts': 13}, + 'Washington': {'pop': 207820, 'tracts': 59}, + 'Wayne': {'pop': 52822, 'tracts': 14}, + 'Westmoreland': {'pop': 365169, 'tracts': 100}, + 'Wyoming': {'pop': 28276, 'tracts': 7}, + 'York': {'pop': 434972, 'tracts': 90}}, + 'RI': {'Bristol': {'pop': 49875, 'tracts': 11}, + 'Kent': {'pop': 166158, 'tracts': 39}, + 'Newport': {'pop': 82888, 'tracts': 22}, + 'Providence': {'pop': 626667, 'tracts': 141}, + 'Washington': {'pop': 126979, 'tracts': 29}}, + 'SC': {'Abbeville': {'pop': 25417, 'tracts': 6}, + 'Aiken': {'pop': 160099, 'tracts': 33}, + 'Allendale': {'pop': 10419, 'tracts': 3}, + 'Anderson': {'pop': 187126, 'tracts': 39}, + 'Bamberg': {'pop': 15987, 'tracts': 4}, + 'Barnwell': {'pop': 22621, 'tracts': 6}, + 'Beaufort': {'pop': 162233, 'tracts': 41}, + 'Berkeley': {'pop': 177843, 'tracts': 45}, + 'Calhoun': {'pop': 15175, 'tracts': 3}, + 'Charleston': {'pop': 350209, 'tracts': 86}, + 'Cherokee': {'pop': 55342, 'tracts': 13}, + 'Chester': {'pop': 33140, 'tracts': 11}, + 'Chesterfield': {'pop': 46734, 'tracts': 10}, + 'Clarendon': {'pop': 34971, 'tracts': 12}, + 'Colleton': {'pop': 38892, 'tracts': 10}, + 'Darlington': {'pop': 68681, 'tracts': 16}, + 'Dillon': {'pop': 32062, 'tracts': 6}, + 'Dorchester': {'pop': 136555, 'tracts': 25}, + 'Edgefield': {'pop': 26985, 'tracts': 6}, + 'Fairfield': {'pop': 23956, 'tracts': 5}, + 'Florence': {'pop': 136885, 'tracts': 33}, + 'Georgetown': {'pop': 60158, 'tracts': 15}, + 'Greenville': {'pop': 451225, 'tracts': 111}, + 'Greenwood': {'pop': 69661, 'tracts': 14}, + 'Hampton': {'pop': 21090, 'tracts': 5}, + 'Horry': {'pop': 269291, 'tracts': 72}, + 'Jasper': {'pop': 24777, 'tracts': 5}, + 'Kershaw': {'pop': 61697, 'tracts': 15}, + 'Lancaster': {'pop': 76652, 'tracts': 14}, + 'Laurens': {'pop': 66537, 'tracts': 17}, + 'Lee': {'pop': 19220, 'tracts': 7}, + 'Lexington': {'pop': 262391, 'tracts': 74}, + 'Marion': {'pop': 33062, 'tracts': 8}, + 'Marlboro': {'pop': 28933, 'tracts': 7}, + 'McCormick': {'pop': 10233, 'tracts': 3}, + 'Newberry': {'pop': 37508, 'tracts': 8}, + 'Oconee': {'pop': 74273, 'tracts': 15}, + 'Orangeburg': {'pop': 92501, 'tracts': 20}, + 'Pickens': {'pop': 119224, 'tracts': 28}, + 'Richland': {'pop': 384504, 'tracts': 89}, + 'Saluda': {'pop': 19875, 'tracts': 5}, + 'Spartanburg': {'pop': 284307, 'tracts': 69}, + 'Sumter': {'pop': 107456, 'tracts': 23}, + 'Union': {'pop': 28961, 'tracts': 9}, + 'Williamsburg': {'pop': 34423, 'tracts': 11}, + 'York': {'pop': 226073, 'tracts': 46}}, + 'SD': {'Aurora': {'pop': 2710, 'tracts': 1}, + 'Beadle': {'pop': 17398, 'tracts': 6}, + 'Bennett': {'pop': 3431, 'tracts': 2}, + 'Bon Homme': {'pop': 7070, 'tracts': 2}, + 'Brookings': {'pop': 31965, 'tracts': 6}, + 'Brown': {'pop': 36531, 'tracts': 8}, + 'Brule': {'pop': 5255, 'tracts': 2}, + 'Buffalo': {'pop': 1912, 'tracts': 1}, + 'Butte': {'pop': 10110, 'tracts': 2}, + 'Campbell': {'pop': 1466, 'tracts': 1}, + 'Charles Mix': {'pop': 9129, 'tracts': 3}, + 'Clark': {'pop': 3691, 'tracts': 1}, + 'Clay': {'pop': 13864, 'tracts': 3}, + 'Codington': {'pop': 27227, 'tracts': 7}, + 'Corson': {'pop': 4050, 'tracts': 2}, + 'Custer': {'pop': 8216, 'tracts': 2}, + 'Davison': {'pop': 19504, 'tracts': 4}, + 'Day': {'pop': 5710, 'tracts': 3}, + 'Deuel': {'pop': 4364, 'tracts': 2}, + 'Dewey': {'pop': 5301, 'tracts': 2}, + 'Douglas': {'pop': 3002, 'tracts': 1}, + 'Edmunds': {'pop': 4071, 'tracts': 2}, + 'Fall River': {'pop': 7094, 'tracts': 2}, + 'Faulk': {'pop': 2364, 'tracts': 1}, + 'Grant': {'pop': 7356, 'tracts': 2}, + 'Gregory': {'pop': 4271, 'tracts': 2}, + 'Haakon': {'pop': 1937, 'tracts': 1}, + 'Hamlin': {'pop': 5903, 'tracts': 2}, + 'Hand': {'pop': 3431, 'tracts': 2}, + 'Hanson': {'pop': 3331, 'tracts': 1}, + 'Harding': {'pop': 1255, 'tracts': 1}, + 'Hughes': {'pop': 17022, 'tracts': 4}, + 'Hutchinson': {'pop': 7343, 'tracts': 3}, + 'Hyde': {'pop': 1420, 'tracts': 1}, + 'Jackson': {'pop': 3031, 'tracts': 2}, + 'Jerauld': {'pop': 2071, 'tracts': 1}, + 'Jones': {'pop': 1006, 'tracts': 1}, + 'Kingsbury': {'pop': 5148, 'tracts': 2}, + 'Lake': {'pop': 11200, 'tracts': 3}, + 'Lawrence': {'pop': 24097, 'tracts': 5}, + 'Lincoln': {'pop': 44828, 'tracts': 11}, + 'Lyman': {'pop': 3755, 'tracts': 2}, + 'Marshall': {'pop': 4656, 'tracts': 1}, + 'McCook': {'pop': 5618, 'tracts': 2}, + 'McPherson': {'pop': 2459, 'tracts': 1}, + 'Meade': {'pop': 25434, 'tracts': 5}, + 'Mellette': {'pop': 2048, 'tracts': 1}, + 'Miner': {'pop': 2389, 'tracts': 1}, + 'Minnehaha': {'pop': 169468, 'tracts': 42}, + 'Moody': {'pop': 6486, 'tracts': 2}, + 'Pennington': {'pop': 100948, 'tracts': 23}, + 'Perkins': {'pop': 2982, 'tracts': 1}, + 'Potter': {'pop': 2329, 'tracts': 1}, + 'Roberts': {'pop': 10149, 'tracts': 4}, + 'Sanborn': {'pop': 2355, 'tracts': 1}, + 'Shannon': {'pop': 13586, 'tracts': 3}, + 'Spink': {'pop': 6415, 'tracts': 3}, + 'Stanley': {'pop': 2966, 'tracts': 1}, + 'Sully': {'pop': 1373, 'tracts': 1}, + 'Todd': {'pop': 9612, 'tracts': 2}, + 'Tripp': {'pop': 5644, 'tracts': 2}, + 'Turner': {'pop': 8347, 'tracts': 2}, + 'Union': {'pop': 14399, 'tracts': 3}, + 'Walworth': {'pop': 5438, 'tracts': 2}, + 'Yankton': {'pop': 22438, 'tracts': 5}, + 'Ziebach': {'pop': 2801, 'tracts': 1}}, + 'TN': {'Anderson': {'pop': 75129, 'tracts': 18}, + 'Bedford': {'pop': 45058, 'tracts': 9}, + 'Benton': {'pop': 16489, 'tracts': 5}, + 'Bledsoe': {'pop': 12876, 'tracts': 3}, + 'Blount': {'pop': 123010, 'tracts': 28}, + 'Bradley': {'pop': 98963, 'tracts': 19}, + 'Campbell': {'pop': 40716, 'tracts': 11}, + 'Cannon': {'pop': 13801, 'tracts': 3}, + 'Carroll': {'pop': 28522, 'tracts': 8}, + 'Carter': {'pop': 57424, 'tracts': 17}, + 'Cheatham': {'pop': 39105, 'tracts': 9}, + 'Chester': {'pop': 17131, 'tracts': 3}, + 'Claiborne': {'pop': 32213, 'tracts': 9}, + 'Clay': {'pop': 7861, 'tracts': 2}, + 'Cocke': {'pop': 35662, 'tracts': 9}, + 'Coffee': {'pop': 52796, 'tracts': 12}, + 'Crockett': {'pop': 14586, 'tracts': 5}, + 'Cumberland': {'pop': 56053, 'tracts': 14}, + 'Davidson': {'pop': 626681, 'tracts': 161}, + 'DeKalb': {'pop': 18723, 'tracts': 4}, + 'Decatur': {'pop': 11757, 'tracts': 4}, + 'Dickson': {'pop': 49666, 'tracts': 10}, + 'Dyer': {'pop': 38335, 'tracts': 8}, + 'Fayette': {'pop': 38413, 'tracts': 11}, + 'Fentress': {'pop': 17959, 'tracts': 4}, + 'Franklin': {'pop': 41052, 'tracts': 9}, + 'Gibson': {'pop': 49683, 'tracts': 14}, + 'Giles': {'pop': 29485, 'tracts': 8}, + 'Grainger': {'pop': 22657, 'tracts': 5}, + 'Greene': {'pop': 68831, 'tracts': 15}, + 'Grundy': {'pop': 13703, 'tracts': 4}, + 'Hamblen': {'pop': 62544, 'tracts': 12}, + 'Hamilton': {'pop': 336463, 'tracts': 82}, + 'Hancock': {'pop': 6819, 'tracts': 2}, + 'Hardeman': {'pop': 27253, 'tracts': 6}, + 'Hardin': {'pop': 26026, 'tracts': 6}, + 'Hawkins': {'pop': 56833, 'tracts': 13}, + 'Haywood': {'pop': 18787, 'tracts': 6}, + 'Henderson': {'pop': 27769, 'tracts': 6}, + 'Henry': {'pop': 32330, 'tracts': 9}, + 'Hickman': {'pop': 24690, 'tracts': 6}, + 'Houston': {'pop': 8426, 'tracts': 3}, + 'Humphreys': {'pop': 18538, 'tracts': 5}, + 'Jackson': {'pop': 11638, 'tracts': 4}, + 'Jefferson': {'pop': 51407, 'tracts': 9}, + 'Johnson': {'pop': 18244, 'tracts': 5}, + 'Knox': {'pop': 432226, 'tracts': 112}, + 'Lake': {'pop': 7832, 'tracts': 2}, + 'Lauderdale': {'pop': 27815, 'tracts': 9}, + 'Lawrence': {'pop': 41869, 'tracts': 11}, + 'Lewis': {'pop': 12161, 'tracts': 2}, + 'Lincoln': {'pop': 33361, 'tracts': 9}, + 'Loudon': {'pop': 48556, 'tracts': 10}, + 'Macon': {'pop': 22248, 'tracts': 4}, + 'Madison': {'pop': 98294, 'tracts': 27}, + 'Marion': {'pop': 28237, 'tracts': 6}, + 'Marshall': {'pop': 30617, 'tracts': 6}, + 'Maury': {'pop': 80956, 'tracts': 17}, + 'McMinn': {'pop': 52266, 'tracts': 10}, + 'McNairy': {'pop': 26075, 'tracts': 7}, + 'Meigs': {'pop': 11753, 'tracts': 3}, + 'Monroe': {'pop': 44519, 'tracts': 7}, + 'Montgomery': {'pop': 172331, 'tracts': 39}, + 'Moore': {'pop': 6362, 'tracts': 2}, + 'Morgan': {'pop': 21987, 'tracts': 5}, + 'Obion': {'pop': 31807, 'tracts': 10}, + 'Overton': {'pop': 22083, 'tracts': 7}, + 'Perry': {'pop': 7915, 'tracts': 2}, + 'Pickett': {'pop': 5077, 'tracts': 1}, + 'Polk': {'pop': 16825, 'tracts': 5}, + 'Putnam': {'pop': 72321, 'tracts': 15}, + 'Rhea': {'pop': 31809, 'tracts': 6}, + 'Roane': {'pop': 54181, 'tracts': 11}, + 'Robertson': {'pop': 66283, 'tracts': 14}, + 'Rutherford': {'pop': 262604, 'tracts': 49}, + 'Scott': {'pop': 22228, 'tracts': 5}, + 'Sequatchie': {'pop': 14112, 'tracts': 3}, + 'Sevier': {'pop': 89889, 'tracts': 18}, + 'Shelby': {'pop': 927644, 'tracts': 221}, + 'Smith': {'pop': 19166, 'tracts': 5}, + 'Stewart': {'pop': 13324, 'tracts': 5}, + 'Sullivan': {'pop': 156823, 'tracts': 39}, + 'Sumner': {'pop': 160645, 'tracts': 42}, + 'Tipton': {'pop': 61081, 'tracts': 13}, + 'Trousdale': {'pop': 7870, 'tracts': 2}, + 'Unicoi': {'pop': 18313, 'tracts': 4}, + 'Union': {'pop': 19109, 'tracts': 4}, + 'Van Buren': {'pop': 5548, 'tracts': 2}, + 'Warren': {'pop': 39839, 'tracts': 9}, + 'Washington': {'pop': 122979, 'tracts': 23}, + 'Wayne': {'pop': 17021, 'tracts': 4}, + 'Weakley': {'pop': 35021, 'tracts': 11}, + 'White': {'pop': 25841, 'tracts': 6}, + 'Williamson': {'pop': 183182, 'tracts': 37}, + 'Wilson': {'pop': 113993, 'tracts': 21}}, + 'TX': {'Anderson': {'pop': 58458, 'tracts': 11}, + 'Andrews': {'pop': 14786, 'tracts': 4}, + 'Angelina': {'pop': 86771, 'tracts': 17}, + 'Aransas': {'pop': 23158, 'tracts': 5}, + 'Archer': {'pop': 9054, 'tracts': 3}, + 'Armstrong': {'pop': 1901, 'tracts': 1}, + 'Atascosa': {'pop': 44911, 'tracts': 8}, + 'Austin': {'pop': 28417, 'tracts': 6}, + 'Bailey': {'pop': 7165, 'tracts': 1}, + 'Bandera': {'pop': 20485, 'tracts': 5}, + 'Bastrop': {'pop': 74171, 'tracts': 10}, + 'Baylor': {'pop': 3726, 'tracts': 1}, + 'Bee': {'pop': 31861, 'tracts': 7}, + 'Bell': {'pop': 310235, 'tracts': 65}, + 'Bexar': {'pop': 1714773, 'tracts': 366}, + 'Blanco': {'pop': 10497, 'tracts': 2}, + 'Borden': {'pop': 641, 'tracts': 1}, + 'Bosque': {'pop': 18212, 'tracts': 7}, + 'Bowie': {'pop': 92565, 'tracts': 18}, + 'Brazoria': {'pop': 313166, 'tracts': 51}, + 'Brazos': {'pop': 194851, 'tracts': 42}, + 'Brewster': {'pop': 9232, 'tracts': 3}, + 'Briscoe': {'pop': 1637, 'tracts': 1}, + 'Brooks': {'pop': 7223, 'tracts': 2}, + 'Brown': {'pop': 38106, 'tracts': 12}, + 'Burleson': {'pop': 17187, 'tracts': 5}, + 'Burnet': {'pop': 42750, 'tracts': 8}, + 'Caldwell': {'pop': 38066, 'tracts': 8}, + 'Calhoun': {'pop': 21381, 'tracts': 6}, + 'Callahan': {'pop': 13544, 'tracts': 3}, + 'Cameron': {'pop': 406220, 'tracts': 86}, + 'Camp': {'pop': 12401, 'tracts': 3}, + 'Carson': {'pop': 6182, 'tracts': 2}, + 'Cass': {'pop': 30464, 'tracts': 7}, + 'Castro': {'pop': 8062, 'tracts': 3}, + 'Chambers': {'pop': 35096, 'tracts': 6}, + 'Cherokee': {'pop': 50845, 'tracts': 12}, + 'Childress': {'pop': 7041, 'tracts': 2}, + 'Clay': {'pop': 10752, 'tracts': 3}, + 'Cochran': {'pop': 3127, 'tracts': 1}, + 'Coke': {'pop': 3320, 'tracts': 2}, + 'Coleman': {'pop': 8895, 'tracts': 3}, + 'Collin': {'pop': 782341, 'tracts': 152}, + 'Collingsworth': {'pop': 3057, 'tracts': 1}, + 'Colorado': {'pop': 20874, 'tracts': 5}, + 'Comal': {'pop': 108472, 'tracts': 24}, + 'Comanche': {'pop': 13974, 'tracts': 4}, + 'Concho': {'pop': 4087, 'tracts': 1}, + 'Cooke': {'pop': 38437, 'tracts': 8}, + 'Coryell': {'pop': 75388, 'tracts': 19}, + 'Cottle': {'pop': 1505, 'tracts': 1}, + 'Crane': {'pop': 4375, 'tracts': 1}, + 'Crockett': {'pop': 3719, 'tracts': 1}, + 'Crosby': {'pop': 6059, 'tracts': 3}, + 'Culberson': {'pop': 2398, 'tracts': 1}, + 'Dallam': {'pop': 6703, 'tracts': 2}, + 'Dallas': {'pop': 2368139, 'tracts': 529}, + 'Dawson': {'pop': 13833, 'tracts': 4}, + 'DeWitt': {'pop': 20097, 'tracts': 5}, + 'Deaf Smith': {'pop': 19372, 'tracts': 4}, + 'Delta': {'pop': 5231, 'tracts': 2}, + 'Denton': {'pop': 662614, 'tracts': 137}, + 'Dickens': {'pop': 2444, 'tracts': 1}, + 'Dimmit': {'pop': 9996, 'tracts': 2}, + 'Donley': {'pop': 3677, 'tracts': 2}, + 'Duval': {'pop': 11782, 'tracts': 3}, + 'Eastland': {'pop': 18583, 'tracts': 5}, + 'Ector': {'pop': 137130, 'tracts': 28}, + 'Edwards': {'pop': 2002, 'tracts': 1}, + 'El Paso': {'pop': 800647, 'tracts': 161}, + 'Ellis': {'pop': 149610, 'tracts': 31}, + 'Erath': {'pop': 37890, 'tracts': 8}, + 'Falls': {'pop': 17866, 'tracts': 6}, + 'Fannin': {'pop': 33915, 'tracts': 9}, + 'Fayette': {'pop': 24554, 'tracts': 7}, + 'Fisher': {'pop': 3974, 'tracts': 2}, + 'Floyd': {'pop': 6446, 'tracts': 2}, + 'Foard': {'pop': 1336, 'tracts': 1}, + 'Fort Bend': {'pop': 585375, 'tracts': 76}, + 'Franklin': {'pop': 10605, 'tracts': 3}, + 'Freestone': {'pop': 19816, 'tracts': 7}, + 'Frio': {'pop': 17217, 'tracts': 3}, + 'Gaines': {'pop': 17526, 'tracts': 3}, + 'Galveston': {'pop': 291309, 'tracts': 67}, + 'Garza': {'pop': 6461, 'tracts': 1}, + 'Gillespie': {'pop': 24837, 'tracts': 5}, + 'Glasscock': {'pop': 1226, 'tracts': 1}, + 'Goliad': {'pop': 7210, 'tracts': 2}, + 'Gonzales': {'pop': 19807, 'tracts': 6}, + 'Gray': {'pop': 22535, 'tracts': 7}, + 'Grayson': {'pop': 120877, 'tracts': 26}, + 'Gregg': {'pop': 121730, 'tracts': 25}, + 'Grimes': {'pop': 26604, 'tracts': 6}, + 'Guadalupe': {'pop': 131533, 'tracts': 29}, + 'Hale': {'pop': 36273, 'tracts': 9}, + 'Hall': {'pop': 3353, 'tracts': 1}, + 'Hamilton': {'pop': 8517, 'tracts': 3}, + 'Hansford': {'pop': 5613, 'tracts': 2}, + 'Hardeman': {'pop': 4139, 'tracts': 1}, + 'Hardin': {'pop': 54635, 'tracts': 11}, + 'Harris': {'pop': 4092459, 'tracts': 786}, + 'Harrison': {'pop': 65631, 'tracts': 14}, + 'Hartley': {'pop': 6062, 'tracts': 1}, + 'Haskell': {'pop': 5899, 'tracts': 2}, + 'Hays': {'pop': 157107, 'tracts': 25}, + 'Hemphill': {'pop': 3807, 'tracts': 1}, + 'Henderson': {'pop': 78532, 'tracts': 17}, + 'Hidalgo': {'pop': 774769, 'tracts': 113}, + 'Hill': {'pop': 35089, 'tracts': 11}, + 'Hockley': {'pop': 22935, 'tracts': 7}, + 'Hood': {'pop': 51182, 'tracts': 10}, + 'Hopkins': {'pop': 35161, 'tracts': 9}, + 'Houston': {'pop': 23732, 'tracts': 7}, + 'Howard': {'pop': 35012, 'tracts': 10}, + 'Hudspeth': {'pop': 3476, 'tracts': 1}, + 'Hunt': {'pop': 86129, 'tracts': 19}, + 'Hutchinson': {'pop': 22150, 'tracts': 7}, + 'Irion': {'pop': 1599, 'tracts': 1}, + 'Jack': {'pop': 9044, 'tracts': 3}, + 'Jackson': {'pop': 14075, 'tracts': 3}, + 'Jasper': {'pop': 35710, 'tracts': 8}, + 'Jeff Davis': {'pop': 2342, 'tracts': 1}, + 'Jefferson': {'pop': 252273, 'tracts': 72}, + 'Jim Hogg': {'pop': 5300, 'tracts': 2}, + 'Jim Wells': {'pop': 40838, 'tracts': 7}, + 'Johnson': {'pop': 150934, 'tracts': 28}, + 'Jones': {'pop': 20202, 'tracts': 6}, + 'Karnes': {'pop': 14824, 'tracts': 4}, + 'Kaufman': {'pop': 103350, 'tracts': 18}, + 'Kendall': {'pop': 33410, 'tracts': 6}, + 'Kenedy': {'pop': 416, 'tracts': 1}, + 'Kent': {'pop': 808, 'tracts': 1}, + 'Kerr': {'pop': 49625, 'tracts': 10}, + 'Kimble': {'pop': 4607, 'tracts': 2}, + 'King': {'pop': 286, 'tracts': 1}, + 'Kinney': {'pop': 3598, 'tracts': 1}, + 'Kleberg': {'pop': 32061, 'tracts': 6}, + 'Knox': {'pop': 3719, 'tracts': 2}, + 'La Salle': {'pop': 6886, 'tracts': 1}, + 'Lamar': {'pop': 49793, 'tracts': 12}, + 'Lamb': {'pop': 13977, 'tracts': 5}, + 'Lampasas': {'pop': 19677, 'tracts': 5}, + 'Lavaca': {'pop': 19263, 'tracts': 6}, + 'Lee': {'pop': 16612, 'tracts': 4}, + 'Leon': {'pop': 16801, 'tracts': 3}, + 'Liberty': {'pop': 75643, 'tracts': 14}, + 'Limestone': {'pop': 23384, 'tracts': 8}, + 'Lipscomb': {'pop': 3302, 'tracts': 2}, + 'Live Oak': {'pop': 11531, 'tracts': 4}, + 'Llano': {'pop': 19301, 'tracts': 6}, + 'Loving': {'pop': 82, 'tracts': 1}, + 'Lubbock': {'pop': 278831, 'tracts': 68}, + 'Lynn': {'pop': 5915, 'tracts': 3}, + 'Madison': {'pop': 13664, 'tracts': 4}, + 'Marion': {'pop': 10546, 'tracts': 4}, + 'Martin': {'pop': 4799, 'tracts': 2}, + 'Mason': {'pop': 4012, 'tracts': 2}, + 'Matagorda': {'pop': 36702, 'tracts': 10}, + 'Maverick': {'pop': 54258, 'tracts': 9}, + 'McCulloch': {'pop': 8283, 'tracts': 3}, + 'McLennan': {'pop': 234906, 'tracts': 51}, + 'McMullen': {'pop': 707, 'tracts': 1}, + 'Medina': {'pop': 46006, 'tracts': 8}, + 'Menard': {'pop': 2242, 'tracts': 1}, + 'Midland': {'pop': 136872, 'tracts': 27}, + 'Milam': {'pop': 24757, 'tracts': 7}, + 'Mills': {'pop': 4936, 'tracts': 2}, + 'Mitchell': {'pop': 9403, 'tracts': 2}, + 'Montague': {'pop': 19719, 'tracts': 6}, + 'Montgomery': {'pop': 455746, 'tracts': 59}, + 'Moore': {'pop': 21904, 'tracts': 4}, + 'Morris': {'pop': 12934, 'tracts': 3}, + 'Motley': {'pop': 1210, 'tracts': 1}, + 'Nacogdoches': {'pop': 64524, 'tracts': 13}, + 'Navarro': {'pop': 47735, 'tracts': 10}, + 'Newton': {'pop': 14445, 'tracts': 4}, + 'Nolan': {'pop': 15216, 'tracts': 5}, + 'Nueces': {'pop': 340223, 'tracts': 81}, + 'Ochiltree': {'pop': 10223, 'tracts': 3}, + 'Oldham': {'pop': 2052, 'tracts': 1}, + 'Orange': {'pop': 81837, 'tracts': 21}, + 'Palo Pinto': {'pop': 28111, 'tracts': 9}, + 'Panola': {'pop': 23796, 'tracts': 6}, + 'Parker': {'pop': 116927, 'tracts': 19}, + 'Parmer': {'pop': 10269, 'tracts': 2}, + 'Pecos': {'pop': 15507, 'tracts': 4}, + 'Polk': {'pop': 45413, 'tracts': 10}, + 'Potter': {'pop': 121073, 'tracts': 34}, + 'Presidio': {'pop': 7818, 'tracts': 2}, + 'Rains': {'pop': 10914, 'tracts': 2}, + 'Randall': {'pop': 120725, 'tracts': 29}, + 'Reagan': {'pop': 3367, 'tracts': 1}, + 'Real': {'pop': 3309, 'tracts': 1}, + 'Red River': {'pop': 12860, 'tracts': 4}, + 'Reeves': {'pop': 13783, 'tracts': 5}, + 'Refugio': {'pop': 7383, 'tracts': 2}, + 'Roberts': {'pop': 929, 'tracts': 1}, + 'Robertson': {'pop': 16622, 'tracts': 5}, + 'Rockwall': {'pop': 78337, 'tracts': 11}, + 'Runnels': {'pop': 10501, 'tracts': 4}, + 'Rusk': {'pop': 53330, 'tracts': 13}, + 'Sabine': {'pop': 10834, 'tracts': 3}, + 'San Augustine': {'pop': 8865, 'tracts': 3}, + 'San Jacinto': {'pop': 26384, 'tracts': 4}, + 'San Patricio': {'pop': 64804, 'tracts': 16}, + 'San Saba': {'pop': 6131, 'tracts': 2}, + 'Schleicher': {'pop': 3461, 'tracts': 1}, + 'Scurry': {'pop': 16921, 'tracts': 4}, + 'Shackelford': {'pop': 3378, 'tracts': 1}, + 'Shelby': {'pop': 25448, 'tracts': 6}, + 'Sherman': {'pop': 3034, 'tracts': 1}, + 'Smith': {'pop': 209714, 'tracts': 41}, + 'Somervell': {'pop': 8490, 'tracts': 2}, + 'Starr': {'pop': 60968, 'tracts': 15}, + 'Stephens': {'pop': 9630, 'tracts': 3}, + 'Sterling': {'pop': 1143, 'tracts': 1}, + 'Stonewall': {'pop': 1490, 'tracts': 1}, + 'Sutton': {'pop': 4128, 'tracts': 1}, + 'Swisher': {'pop': 7854, 'tracts': 3}, + 'Tarrant': {'pop': 1809034, 'tracts': 357}, + 'Taylor': {'pop': 131506, 'tracts': 38}, + 'Terrell': {'pop': 984, 'tracts': 1}, + 'Terry': {'pop': 12651, 'tracts': 3}, + 'Throckmorton': {'pop': 1641, 'tracts': 1}, + 'Titus': {'pop': 32334, 'tracts': 8}, + 'Tom Green': {'pop': 110224, 'tracts': 25}, + 'Travis': {'pop': 1024266, 'tracts': 218}, + 'Trinity': {'pop': 14585, 'tracts': 5}, + 'Tyler': {'pop': 21766, 'tracts': 5}, + 'Upshur': {'pop': 39309, 'tracts': 7}, + 'Upton': {'pop': 3355, 'tracts': 2}, + 'Uvalde': {'pop': 26405, 'tracts': 5}, + 'Val Verde': {'pop': 48879, 'tracts': 10}, + 'Van Zandt': {'pop': 52579, 'tracts': 10}, + 'Victoria': {'pop': 86793, 'tracts': 23}, + 'Walker': {'pop': 67861, 'tracts': 10}, + 'Waller': {'pop': 43205, 'tracts': 6}, + 'Ward': {'pop': 10658, 'tracts': 3}, + 'Washington': {'pop': 33718, 'tracts': 6}, + 'Webb': {'pop': 250304, 'tracts': 61}, + 'Wharton': {'pop': 41280, 'tracts': 11}, + 'Wheeler': {'pop': 5410, 'tracts': 2}, + 'Wichita': {'pop': 131500, 'tracts': 37}, + 'Wilbarger': {'pop': 13535, 'tracts': 4}, + 'Willacy': {'pop': 22134, 'tracts': 6}, + 'Williamson': {'pop': 422679, 'tracts': 89}, + 'Wilson': {'pop': 42918, 'tracts': 11}, + 'Winkler': {'pop': 7110, 'tracts': 3}, + 'Wise': {'pop': 59127, 'tracts': 11}, + 'Wood': {'pop': 41964, 'tracts': 10}, + 'Yoakum': {'pop': 7879, 'tracts': 2}, + 'Young': {'pop': 18550, 'tracts': 4}, + 'Zapata': {'pop': 14018, 'tracts': 3}, + 'Zavala': {'pop': 11677, 'tracts': 4}}, + 'UT': {'Beaver': {'pop': 6629, 'tracts': 2}, + 'Box Elder': {'pop': 49975, 'tracts': 11}, + 'Cache': {'pop': 112656, 'tracts': 26}, + 'Carbon': {'pop': 21403, 'tracts': 5}, + 'Daggett': {'pop': 1059, 'tracts': 1}, + 'Davis': {'pop': 306479, 'tracts': 54}, + 'Duchesne': {'pop': 18607, 'tracts': 3}, + 'Emery': {'pop': 10976, 'tracts': 3}, + 'Garfield': {'pop': 5172, 'tracts': 2}, + 'Grand': {'pop': 9225, 'tracts': 2}, + 'Iron': {'pop': 46163, 'tracts': 8}, + 'Juab': {'pop': 10246, 'tracts': 2}, + 'Kane': {'pop': 7125, 'tracts': 2}, + 'Millard': {'pop': 12503, 'tracts': 3}, + 'Morgan': {'pop': 9469, 'tracts': 2}, + 'Piute': {'pop': 1556, 'tracts': 1}, + 'Rich': {'pop': 2264, 'tracts': 1}, + 'Salt Lake': {'pop': 1029655, 'tracts': 212}, + 'San Juan': {'pop': 14746, 'tracts': 4}, + 'Sanpete': {'pop': 27822, 'tracts': 5}, + 'Sevier': {'pop': 20802, 'tracts': 5}, + 'Summit': {'pop': 36324, 'tracts': 13}, + 'Tooele': {'pop': 58218, 'tracts': 11}, + 'Uintah': {'pop': 32588, 'tracts': 6}, + 'Utah': {'pop': 516564, 'tracts': 128}, + 'Wasatch': {'pop': 23530, 'tracts': 4}, + 'Washington': {'pop': 138115, 'tracts': 21}, + 'Wayne': {'pop': 2778, 'tracts': 1}, + 'Weber': {'pop': 231236, 'tracts': 50}}, + 'VA': {'Accomack': {'pop': 33164, 'tracts': 11}, + 'Albemarle': {'pop': 98970, 'tracts': 22}, + 'Alexandria': {'pop': 139966, 'tracts': 38}, + 'Alleghany': {'pop': 16250, 'tracts': 6}, + 'Amelia': {'pop': 12690, 'tracts': 2}, + 'Amherst': {'pop': 32353, 'tracts': 9}, + 'Appomattox': {'pop': 14973, 'tracts': 3}, + 'Arlington': {'pop': 207627, 'tracts': 59}, + 'Augusta': {'pop': 73750, 'tracts': 13}, + 'Bath': {'pop': 4731, 'tracts': 1}, + 'Bedford': {'pop': 68676, 'tracts': 16}, + 'Bedford City': {'pop': 6222, 'tracts': 1}, + 'Bland': {'pop': 6824, 'tracts': 2}, + 'Botetourt': {'pop': 33148, 'tracts': 8}, + 'Bristol': {'pop': 17835, 'tracts': 4}, + 'Brunswick': {'pop': 17434, 'tracts': 5}, + 'Buchanan': {'pop': 24098, 'tracts': 7}, + 'Buckingham': {'pop': 17146, 'tracts': 4}, + 'Buena Vista': {'pop': 6650, 'tracts': 1}, + 'Campbell': {'pop': 54842, 'tracts': 12}, + 'Caroline': {'pop': 28545, 'tracts': 7}, + 'Carroll': {'pop': 30042, 'tracts': 7}, + 'Charles City': {'pop': 7256, 'tracts': 3}, + 'Charlotte': {'pop': 12586, 'tracts': 3}, + 'Charlottesville': {'pop': 43475, 'tracts': 12}, + 'Chesapeake': {'pop': 222209, 'tracts': 41}, + 'Chesterfield': {'pop': 316236, 'tracts': 71}, + 'Clarke': {'pop': 14034, 'tracts': 3}, + 'Colonial Heights': {'pop': 17411, 'tracts': 5}, + 'Covington': {'pop': 5961, 'tracts': 2}, + 'Craig': {'pop': 5190, 'tracts': 1}, + 'Culpeper': {'pop': 46689, 'tracts': 8}, + 'Cumberland': {'pop': 10052, 'tracts': 2}, + 'Danville': {'pop': 43055, 'tracts': 16}, + 'Dickenson': {'pop': 15903, 'tracts': 4}, + 'Dinwiddie': {'pop': 28001, 'tracts': 7}, + 'Emporia': {'pop': 5927, 'tracts': 2}, + 'Essex': {'pop': 11151, 'tracts': 3}, + 'Fairfax': {'pop': 1081726, 'tracts': 258}, + 'Fairfax City': {'pop': 22565, 'tracts': 5}, + 'Falls Church': {'pop': 12332, 'tracts': 3}, + 'Fauquier': {'pop': 65203, 'tracts': 17}, + 'Floyd': {'pop': 15279, 'tracts': 3}, + 'Fluvanna': {'pop': 25691, 'tracts': 4}, + 'Franklin': {'pop': 56159, 'tracts': 10}, + 'Franklin City': {'pop': 8582, 'tracts': 2}, + 'Frederick': {'pop': 78305, 'tracts': 14}, + 'Fredericksburg': {'pop': 24286, 'tracts': 6}, + 'Galax': {'pop': 7042, 'tracts': 2}, + 'Giles': {'pop': 17286, 'tracts': 4}, + 'Gloucester': {'pop': 36858, 'tracts': 8}, + 'Goochland': {'pop': 21717, 'tracts': 5}, + 'Grayson': {'pop': 15533, 'tracts': 5}, + 'Greene': {'pop': 18403, 'tracts': 3}, + 'Greensville': {'pop': 12243, 'tracts': 3}, + 'Halifax': {'pop': 36241, 'tracts': 9}, + 'Hampton': {'pop': 137436, 'tracts': 34}, + 'Hanover': {'pop': 99863, 'tracts': 23}, + 'Harrisonburg': {'pop': 48914, 'tracts': 11}, + 'Henrico': {'pop': 306935, 'tracts': 64}, + 'Henry': {'pop': 54151, 'tracts': 14}, + 'Highland': {'pop': 2321, 'tracts': 1}, + 'Hopewell': {'pop': 22591, 'tracts': 7}, + 'Isle of Wight': {'pop': 35270, 'tracts': 8}, + 'James City': {'pop': 67009, 'tracts': 11}, + 'King George': {'pop': 23584, 'tracts': 5}, + 'King William': {'pop': 15935, 'tracts': 4}, + 'King and Queen': {'pop': 6945, 'tracts': 2}, + 'Lancaster': {'pop': 11391, 'tracts': 3}, + 'Lee': {'pop': 25587, 'tracts': 6}, + 'Lexington': {'pop': 7042, 'tracts': 1}, + 'Loudoun': {'pop': 312311, 'tracts': 65}, + 'Louisa': {'pop': 33153, 'tracts': 6}, + 'Lunenburg': {'pop': 12914, 'tracts': 3}, + 'Lynchburg': {'pop': 75568, 'tracts': 19}, + 'Madison': {'pop': 13308, 'tracts': 2}, + 'Manassas': {'pop': 37821, 'tracts': 7}, + 'Manassas Park': {'pop': 14273, 'tracts': 2}, + 'Martinsville': {'pop': 13821, 'tracts': 5}, + 'Mathews': {'pop': 8978, 'tracts': 2}, + 'Mecklenburg': {'pop': 32727, 'tracts': 9}, + 'Middlesex': {'pop': 10959, 'tracts': 4}, + 'Montgomery': {'pop': 94392, 'tracts': 16}, + 'Nelson': {'pop': 15020, 'tracts': 3}, + 'New Kent': {'pop': 18429, 'tracts': 3}, + 'Newport News': {'pop': 180719, 'tracts': 44}, + 'Norfolk': {'pop': 242803, 'tracts': 81}, + 'Northampton': {'pop': 12389, 'tracts': 4}, + 'Northumberland': {'pop': 12330, 'tracts': 3}, + 'Norton': {'pop': 3958, 'tracts': 1}, + 'Nottoway': {'pop': 15853, 'tracts': 4}, + 'Orange': {'pop': 33481, 'tracts': 5}, + 'Page': {'pop': 24042, 'tracts': 5}, + 'Patrick': {'pop': 18490, 'tracts': 4}, + 'Petersburg': {'pop': 32420, 'tracts': 11}, + 'Pittsylvania': {'pop': 63506, 'tracts': 16}, + 'Poquoson': {'pop': 12150, 'tracts': 3}, + 'Portsmouth': {'pop': 95535, 'tracts': 31}, + 'Powhatan': {'pop': 28046, 'tracts': 5}, + 'Prince Edward': {'pop': 23368, 'tracts': 5}, + 'Prince George': {'pop': 35725, 'tracts': 7}, + 'Prince William': {'pop': 402002, 'tracts': 83}, + 'Pulaski': {'pop': 34872, 'tracts': 10}, + 'Radford': {'pop': 16408, 'tracts': 3}, + 'Rappahannock': {'pop': 7373, 'tracts': 2}, + 'Richmond': {'pop': 9254, 'tracts': 2}, + 'Richmond City': {'pop': 204214, 'tracts': 66}, + 'Roanoke': {'pop': 92376, 'tracts': 18}, + 'Roanoke City': {'pop': 97032, 'tracts': 23}, + 'Rockbridge': {'pop': 22307, 'tracts': 4}, + 'Rockingham': {'pop': 76314, 'tracts': 19}, + 'Russell': {'pop': 28897, 'tracts': 7}, + 'Salem': {'pop': 24802, 'tracts': 5}, + 'Scott': {'pop': 23177, 'tracts': 6}, + 'Shenandoah': {'pop': 41993, 'tracts': 9}, + 'Smyth': {'pop': 32208, 'tracts': 9}, + 'Southampton': {'pop': 18570, 'tracts': 5}, + 'Spotsylvania': {'pop': 122397, 'tracts': 30}, + 'Stafford': {'pop': 128961, 'tracts': 27}, + 'Staunton': {'pop': 23746, 'tracts': 6}, + 'Suffolk': {'pop': 84585, 'tracts': 28}, + 'Surry': {'pop': 7058, 'tracts': 2}, + 'Sussex': {'pop': 12087, 'tracts': 5}, + 'Tazewell': {'pop': 45078, 'tracts': 11}, + 'Virginia Beach': {'pop': 437994, 'tracts': 100}, + 'Warren': {'pop': 37575, 'tracts': 8}, + 'Washington': {'pop': 54876, 'tracts': 13}, + 'Waynesboro': {'pop': 21006, 'tracts': 5}, + 'Westmoreland': {'pop': 17454, 'tracts': 4}, + 'Williamsburg': {'pop': 14068, 'tracts': 3}, + 'Winchester': {'pop': 26203, 'tracts': 5}, + 'Wise': {'pop': 41452, 'tracts': 11}, + 'Wythe': {'pop': 29235, 'tracts': 6}, + 'York': {'pop': 65464, 'tracts': 14}}, + 'VT': {'Addison': {'pop': 36821, 'tracts': 10}, + 'Bennington': {'pop': 37125, 'tracts': 12}, + 'Caledonia': {'pop': 31227, 'tracts': 10}, + 'Chittenden': {'pop': 156545, 'tracts': 35}, + 'Essex': {'pop': 6306, 'tracts': 3}, + 'Franklin': {'pop': 47746, 'tracts': 10}, + 'Grand Isle': {'pop': 6970, 'tracts': 2}, + 'Lamoille': {'pop': 24475, 'tracts': 7}, + 'Orange': {'pop': 28936, 'tracts': 10}, + 'Orleans': {'pop': 27231, 'tracts': 10}, + 'Rutland': {'pop': 61642, 'tracts': 20}, + 'Washington': {'pop': 59534, 'tracts': 19}, + 'Windham': {'pop': 44513, 'tracts': 18}, + 'Windsor': {'pop': 56670, 'tracts': 18}}, + 'WA': {'Adams': {'pop': 18728, 'tracts': 5}, + 'Asotin': {'pop': 21623, 'tracts': 6}, + 'Benton': {'pop': 175177, 'tracts': 37}, + 'Chelan': {'pop': 72453, 'tracts': 14}, + 'Clallam': {'pop': 71404, 'tracts': 22}, + 'Clark': {'pop': 425363, 'tracts': 104}, + 'Columbia': {'pop': 4078, 'tracts': 1}, + 'Cowlitz': {'pop': 102410, 'tracts': 24}, + 'Douglas': {'pop': 38431, 'tracts': 8}, + 'Ferry': {'pop': 7551, 'tracts': 3}, + 'Franklin': {'pop': 78163, 'tracts': 13}, + 'Garfield': {'pop': 2266, 'tracts': 1}, + 'Grant': {'pop': 89120, 'tracts': 16}, + 'Grays Harbor': {'pop': 72797, 'tracts': 17}, + 'Island': {'pop': 78506, 'tracts': 22}, + 'Jefferson': {'pop': 29872, 'tracts': 7}, + 'King': {'pop': 1931249, 'tracts': 397}, + 'Kitsap': {'pop': 251133, 'tracts': 55}, + 'Kittitas': {'pop': 40915, 'tracts': 8}, + 'Klickitat': {'pop': 20318, 'tracts': 3}, + 'Lewis': {'pop': 75455, 'tracts': 20}, + 'Lincoln': {'pop': 10570, 'tracts': 4}, + 'Mason': {'pop': 60699, 'tracts': 14}, + 'Okanogan': {'pop': 41120, 'tracts': 10}, + 'Pacific': {'pop': 20920, 'tracts': 8}, + 'Pend Oreille': {'pop': 13001, 'tracts': 5}, + 'Pierce': {'pop': 795225, 'tracts': 172}, + 'San Juan': {'pop': 15769, 'tracts': 5}, + 'Skagit': {'pop': 116901, 'tracts': 30}, + 'Skamania': {'pop': 11066, 'tracts': 5}, + 'Snohomish': {'pop': 713335, 'tracts': 151}, + 'Spokane': {'pop': 471221, 'tracts': 105}, + 'Stevens': {'pop': 43531, 'tracts': 12}, + 'Thurston': {'pop': 252264, 'tracts': 49}, + 'Wahkiakum': {'pop': 3978, 'tracts': 1}, + 'Walla Walla': {'pop': 58781, 'tracts': 12}, + 'Whatcom': {'pop': 201140, 'tracts': 34}, + 'Whitman': {'pop': 44776, 'tracts': 10}, + 'Yakima': {'pop': 243231, 'tracts': 45}}, + 'WI': {'Adams': {'pop': 20875, 'tracts': 7}, + 'Ashland': {'pop': 16157, 'tracts': 7}, + 'Barron': {'pop': 45870, 'tracts': 10}, + 'Bayfield': {'pop': 15014, 'tracts': 5}, + 'Brown': {'pop': 248007, 'tracts': 54}, + 'Buffalo': {'pop': 13587, 'tracts': 5}, + 'Burnett': {'pop': 15457, 'tracts': 6}, + 'Calumet': {'pop': 48971, 'tracts': 11}, + 'Chippewa': {'pop': 62415, 'tracts': 11}, + 'Clark': {'pop': 34690, 'tracts': 8}, + 'Columbia': {'pop': 56833, 'tracts': 12}, + 'Crawford': {'pop': 16644, 'tracts': 6}, + 'Dane': {'pop': 488073, 'tracts': 107}, + 'Dodge': {'pop': 88759, 'tracts': 20}, + 'Door': {'pop': 27785, 'tracts': 9}, + 'Douglas': {'pop': 44159, 'tracts': 12}, + 'Dunn': {'pop': 43857, 'tracts': 8}, + 'Eau Claire': {'pop': 98736, 'tracts': 20}, + 'Florence': {'pop': 4423, 'tracts': 2}, + 'Fond du Lac': {'pop': 101633, 'tracts': 20}, + 'Forest': {'pop': 9304, 'tracts': 4}, + 'Grant': {'pop': 51208, 'tracts': 12}, + 'Green': {'pop': 36842, 'tracts': 8}, + 'Green Lake': {'pop': 19051, 'tracts': 6}, + 'Iowa': {'pop': 23687, 'tracts': 6}, + 'Iron': {'pop': 5916, 'tracts': 3}, + 'Jackson': {'pop': 20449, 'tracts': 5}, + 'Jefferson': {'pop': 83686, 'tracts': 20}, + 'Juneau': {'pop': 26664, 'tracts': 7}, + 'Kenosha': {'pop': 166426, 'tracts': 35}, + 'Kewaunee': {'pop': 20574, 'tracts': 4}, + 'La Crosse': {'pop': 114638, 'tracts': 25}, + 'Lafayette': {'pop': 16836, 'tracts': 5}, + 'Langlade': {'pop': 19977, 'tracts': 6}, + 'Lincoln': {'pop': 28743, 'tracts': 10}, + 'Manitowoc': {'pop': 81442, 'tracts': 19}, + 'Marathon': {'pop': 134063, 'tracts': 27}, + 'Marinette': {'pop': 41749, 'tracts': 12}, + 'Marquette': {'pop': 15404, 'tracts': 5}, + 'Menominee': {'pop': 4232, 'tracts': 2}, + 'Milwaukee': {'pop': 947735, 'tracts': 297}, + 'Monroe': {'pop': 44673, 'tracts': 9}, + 'Oconto': {'pop': 37660, 'tracts': 10}, + 'Oneida': {'pop': 35998, 'tracts': 14}, + 'Outagamie': {'pop': 176695, 'tracts': 40}, + 'Ozaukee': {'pop': 86395, 'tracts': 18}, + 'Pepin': {'pop': 7469, 'tracts': 2}, + 'Pierce': {'pop': 41019, 'tracts': 8}, + 'Polk': {'pop': 44205, 'tracts': 10}, + 'Portage': {'pop': 70019, 'tracts': 14}, + 'Price': {'pop': 14159, 'tracts': 6}, + 'Racine': {'pop': 195408, 'tracts': 44}, + 'Richland': {'pop': 18021, 'tracts': 5}, + 'Rock': {'pop': 160331, 'tracts': 38}, + 'Rusk': {'pop': 14755, 'tracts': 5}, + 'Sauk': {'pop': 61976, 'tracts': 13}, + 'Sawyer': {'pop': 16557, 'tracts': 6}, + 'Shawano': {'pop': 41949, 'tracts': 11}, + 'Sheboygan': {'pop': 115507, 'tracts': 26}, + 'St. Croix': {'pop': 84345, 'tracts': 14}, + 'Taylor': {'pop': 20689, 'tracts': 6}, + 'Trempealeau': {'pop': 28816, 'tracts': 8}, + 'Vernon': {'pop': 29773, 'tracts': 7}, + 'Vilas': {'pop': 21430, 'tracts': 5}, + 'Walworth': {'pop': 102228, 'tracts': 22}, + 'Washburn': {'pop': 15911, 'tracts': 5}, + 'Washington': {'pop': 131887, 'tracts': 28}, + 'Waukesha': {'pop': 389891, 'tracts': 86}, + 'Waupaca': {'pop': 52410, 'tracts': 12}, + 'Waushara': {'pop': 24496, 'tracts': 7}, + 'Winnebago': {'pop': 166994, 'tracts': 41}, + 'Wood': {'pop': 74749, 'tracts': 17}}, + 'WV': {'Barbour': {'pop': 16589, 'tracts': 4}, + 'Berkeley': {'pop': 104169, 'tracts': 14}, + 'Boone': {'pop': 24629, 'tracts': 8}, + 'Braxton': {'pop': 14523, 'tracts': 3}, + 'Brooke': {'pop': 24069, 'tracts': 6}, + 'Cabell': {'pop': 96319, 'tracts': 29}, + 'Calhoun': {'pop': 7627, 'tracts': 2}, + 'Clay': {'pop': 9386, 'tracts': 3}, + 'Doddridge': {'pop': 8202, 'tracts': 2}, + 'Fayette': {'pop': 46039, 'tracts': 12}, + 'Gilmer': {'pop': 8693, 'tracts': 2}, + 'Grant': {'pop': 11937, 'tracts': 3}, + 'Greenbrier': {'pop': 35480, 'tracts': 7}, + 'Hampshire': {'pop': 23964, 'tracts': 5}, + 'Hancock': {'pop': 30676, 'tracts': 8}, + 'Hardy': {'pop': 14025, 'tracts': 3}, + 'Harrison': {'pop': 69099, 'tracts': 22}, + 'Jackson': {'pop': 29211, 'tracts': 6}, + 'Jefferson': {'pop': 53498, 'tracts': 15}, + 'Kanawha': {'pop': 193063, 'tracts': 53}, + 'Lewis': {'pop': 16372, 'tracts': 5}, + 'Lincoln': {'pop': 21720, 'tracts': 5}, + 'Logan': {'pop': 36743, 'tracts': 9}, + 'Marion': {'pop': 56418, 'tracts': 18}, + 'Marshall': {'pop': 33107, 'tracts': 9}, + 'Mason': {'pop': 27324, 'tracts': 6}, + 'McDowell': {'pop': 22113, 'tracts': 8}, + 'Mercer': {'pop': 62264, 'tracts': 16}, + 'Mineral': {'pop': 28212, 'tracts': 7}, + 'Mingo': {'pop': 26839, 'tracts': 7}, + 'Monongalia': {'pop': 96189, 'tracts': 24}, + 'Monroe': {'pop': 13502, 'tracts': 3}, + 'Morgan': {'pop': 17541, 'tracts': 4}, + 'Nicholas': {'pop': 26233, 'tracts': 7}, + 'Ohio': {'pop': 44443, 'tracts': 18}, + 'Pendleton': {'pop': 7695, 'tracts': 3}, + 'Pleasants': {'pop': 7605, 'tracts': 2}, + 'Pocahontas': {'pop': 8719, 'tracts': 4}, + 'Preston': {'pop': 33520, 'tracts': 8}, + 'Putnam': {'pop': 55486, 'tracts': 10}, + 'Raleigh': {'pop': 78859, 'tracts': 17}, + 'Randolph': {'pop': 29405, 'tracts': 7}, + 'Ritchie': {'pop': 10449, 'tracts': 3}, + 'Roane': {'pop': 14926, 'tracts': 4}, + 'Summers': {'pop': 13927, 'tracts': 4}, + 'Taylor': {'pop': 16895, 'tracts': 4}, + 'Tucker': {'pop': 7141, 'tracts': 3}, + 'Tyler': {'pop': 9208, 'tracts': 3}, + 'Upshur': {'pop': 24254, 'tracts': 6}, + 'Wayne': {'pop': 42481, 'tracts': 11}, + 'Webster': {'pop': 9154, 'tracts': 3}, + 'Wetzel': {'pop': 16583, 'tracts': 5}, + 'Wirt': {'pop': 5717, 'tracts': 2}, + 'Wood': {'pop': 86956, 'tracts': 26}, + 'Wyoming': {'pop': 23796, 'tracts': 6}}, + 'WY': {'Albany': {'pop': 36299, 'tracts': 10}, + 'Big Horn': {'pop': 11668, 'tracts': 3}, + 'Campbell': {'pop': 46133, 'tracts': 7}, + 'Carbon': {'pop': 15885, 'tracts': 5}, + 'Converse': {'pop': 13833, 'tracts': 4}, + 'Crook': {'pop': 7083, 'tracts': 2}, + 'Fremont': {'pop': 40123, 'tracts': 10}, + 'Goshen': {'pop': 13249, 'tracts': 4}, + 'Hot Springs': {'pop': 4812, 'tracts': 2}, + 'Johnson': {'pop': 8569, 'tracts': 2}, + 'Laramie': {'pop': 91738, 'tracts': 21}, + 'Lincoln': {'pop': 18106, 'tracts': 4}, + 'Natrona': {'pop': 75450, 'tracts': 18}, + 'Niobrara': {'pop': 2484, 'tracts': 1}, + 'Park': {'pop': 28205, 'tracts': 5}, + 'Platte': {'pop': 8667, 'tracts': 2}, + 'Sheridan': {'pop': 29116, 'tracts': 6}, + 'Sublette': {'pop': 10247, 'tracts': 2}, + 'Sweetwater': {'pop': 43806, 'tracts': 12}, + 'Teton': {'pop': 21294, 'tracts': 4}, + 'Uinta': {'pop': 21118, 'tracts': 3}, + 'Washakie': {'pop': 8533, 'tracts': 3}, + 'Weston': {'pop': 7208, 'tracts': 2}}}
\ No newline at end of file diff --git a/misc/characterCount.py b/misc/characterCount.py new file mode 100644 index 0000000..de3b2ef --- /dev/null +++ b/misc/characterCount.py @@ -0,0 +1,15 @@ +#!Python + +#Character count + +import pprint + +message = 'It was a bright cold day in April, and the clocks were strinking thirteen.' +count = {} + +for character in message: + count.setdefault(character, 0) + count[character] = count[character] + 1 + +pprint.pprint(count) +print(pprint.pformat(count)) diff --git a/misc/coinFlip.py b/misc/coinFlip.py new file mode 100644 index 0000000..9429103 --- /dev/null +++ b/misc/coinFlip.py @@ -0,0 +1,12 @@ +#!/usr/bin/env python3 + +# Chapter 10 Coin Flip Debug + +import random +heads = 0 +for i in range(1, 1000): + if random.randint(0,1) == 1: + heads = heads + 1 + if i == 500: + print('Halfway done...') +print('Heads came up ' + str(heads) + ' times.') diff --git a/misc/dictionary.txt b/misc/dictionary.txt new file mode 100644 index 0000000..14528ef --- /dev/null +++ b/misc/dictionary.txt @@ -0,0 +1,45333 @@ +AARHUS +AARON +ABABA +ABACK +ABAFT +ABANDON +ABANDONED +ABANDONING +ABANDONMENT +ABANDONS +ABASE +ABASED +ABASEMENT +ABASEMENTS +ABASES +ABASH +ABASHED +ABASHES +ABASHING +ABASING +ABATE +ABATED +ABATEMENT +ABATEMENTS +ABATER +ABATES +ABATING +ABBA +ABBE +ABBEY +ABBEYS +ABBOT +ABBOTS +ABBOTT +ABBREVIATE +ABBREVIATED +ABBREVIATES +ABBREVIATING +ABBREVIATION +ABBREVIATIONS +ABBY +ABDOMEN +ABDOMENS +ABDOMINAL +ABDUCT +ABDUCTED +ABDUCTION +ABDUCTIONS +ABDUCTOR +ABDUCTORS +ABDUCTS +ABE +ABED +ABEL +ABELIAN +ABELSON +ABERDEEN +ABERNATHY +ABERRANT +ABERRATION +ABERRATIONS +ABET +ABETS +ABETTED +ABETTER +ABETTING +ABEYANCE +ABHOR +ABHORRED +ABHORRENT +ABHORRER +ABHORRING +ABHORS +ABIDE +ABIDED +ABIDES +ABIDING +ABIDJAN +ABIGAIL +ABILENE +ABILITIES +ABILITY +ABJECT +ABJECTION +ABJECTIONS +ABJECTLY +ABJECTNESS +ABJURE +ABJURED +ABJURES +ABJURING +ABLATE +ABLATED +ABLATES +ABLATING +ABLATION +ABLATIVE +ABLAZE +ABLE +ABLER +ABLEST +ABLY 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\ No newline at end of file diff --git a/misc/dirWalk.py b/misc/dirWalk.py new file mode 100644 index 0000000..5fe8d92 --- /dev/null +++ b/misc/dirWalk.py @@ -0,0 +1,17 @@ +#! /user/bin/env python3 + +# Chapter 9 Walk Directory with os.walk() + +import os + +for folderName, subfolders, filenames in os.walk(os.getcwd()): + print('The current folder is: ' + folderName) + + for subfolder in subfolders: + print('SUBFOLDER OF ' + folderName + ': ' + subfolder) + + for filename in filenames: + print('FILE INSIDE ' + folderName + ': ' + filename) + + print('') + diff --git a/misc/errorExample.py b/misc/errorExample.py new file mode 100644 index 0000000..fe610e6 --- /dev/null +++ b/misc/errorExample.py @@ -0,0 +1,11 @@ +#!python3 + +#Chapter 10 Error Example + +def spam(): + bacon() + +def bacon(): + raise Exception('This is the error message') + +spam() diff --git a/misc/exceptions.py b/misc/exceptions.py new file mode 100644 index 0000000..e59194f --- /dev/null +++ b/misc/exceptions.py @@ -0,0 +1,11 @@ +#exceptions + +def spam(divided_by): + try: + return 42 / divided_by + except: + print('Invalid argument.') + +print(spam(2)) +print(spam(0)) +print(spam(1)) diff --git a/misc/factoralLog.py b/misc/factoralLog.py new file mode 100644 index 0000000..c082423 --- /dev/null +++ b/misc/factoralLog.py @@ -0,0 +1,19 @@ +#!python3 + +# Chapter 10 Factoral Log + +import logging +logging.basicConfig(filename='errorLog.txt', level=logging.DEBUG, format=' %(asctime)s - %(levelname)s - %(message)s') +logging.debug('Start of Program') + +def factorial(n): + logging.debug('Start of Factorial(%s%%)' % (n)) + total = 1 + for i in range(1, n + 1): + total *= i + logging.debug('i is ' + str(i) + ', total is ' + str(total)) + logging.debug('End of Factorial(%s%%)' % (n)) + return total + +print(factorial(5)) +logging.debug('End of Program') diff --git a/misc/flow_control.py b/misc/flow_control.py new file mode 100644 index 0000000..df3e63e --- /dev/null +++ b/misc/flow_control.py @@ -0,0 +1,11 @@ +# flow control + +# Practice question 9 + +spam = 2 +if spam == 1: + print('Hello') +elif spam == 2: + print('Howdy') +else: + print('Greetings!') diff --git a/misc/guess_number.py b/misc/guess_number.py new file mode 100644 index 0000000..8ded911 --- /dev/null +++ b/misc/guess_number.py @@ -0,0 +1,23 @@ +# Guess the number game + +import random +secret_number = random.randint(1, 10) +print('I am thinking of a number between 1 and 10.') + +# Ask Player to guess 6 times +for guess_taken in range(1, 7): + print('Take a guess.') + guess = int(input()) + + if guess < secret_number: + print('Your guess is too low') + elif guess > secret_number: + print('Your guess is too high.') + else: + break + +if guess == secret_number: + print('Good job! You guessed my number in ' + str(guess_taken) + ' guesses!') +else: + print('Nope. The number I was thinking of was ' + str(secret_number)) + diff --git a/misc/isPhoneNumber.py b/misc/isPhoneNumber.py new file mode 100644 index 0000000..6048841 --- /dev/null +++ b/misc/isPhoneNumber.py @@ -0,0 +1,28 @@ +#! /usr/bin/env python3 +# RegEx Chap. 7 + + +def isPhoneNumber(text): + if len(text) != 12: + return False + for i in range(0, 3): + if not text[i].isdecimal(): + return False + if text[3] != '-': + return False + for i in range(4, 7): + if not text[i].isdecimal(): + return False + if text[7] != '-': + return False + for i in range(8, 12): + if not text[i].isdecimal(): + return False + return True + +message = 'Call me at 415-555-1011 tomorrow. 415-555-9999 is my office.' +for i in range(len(message)): + chunk = message[i:i+12] + if isPhoneNumber(chunk): + print('Phone number found: ' + chunk) +print('Done') diff --git a/misc/madlibs.txt b/misc/madlibs.txt new file mode 100644 index 0000000..2b1474d --- /dev/null +++ b/misc/madlibs.txt @@ -0,0 +1 @@ +The ADJECTIVE panda walked to the NOUN and then VERB . A nearby NOUN was unaffected by these events. ADJECTIVE mouse!
\ No newline at end of file diff --git a/misc/magic8ball.py b/misc/magic8ball.py new file mode 100644 index 0000000..6ebca19 --- /dev/null +++ b/misc/magic8ball.py @@ -0,0 +1,26 @@ +# Functions + +import random + + +def get_answer(answer_number): + if answer_number == 1: + return('It is certain') + elif answer_number == 2: + return('It is decidedly so') + elif answer_number == 3: + return('Yes') + elif answer_number == 4: + return('Reply hazy try again') + elif answer_number == 5: + return('Ask again later') + elif answer_number == 6: + return('Concentrate and ask again') + elif answer_number == 7: + return('My reply is no') + elif answer_number == 8: + return('Outlook not so good') + elif answer_number == 9: + return('Very doubtful') + +print(get_answer(random.randint(1, 9))) diff --git a/misc/mapIt.py b/misc/mapIt.py new file mode 100644 index 0000000..9140b46 --- /dev/null +++ b/misc/mapIt.py @@ -0,0 +1,19 @@ +#!python + +# Chapter 11 Example +# mapIT.py - Launches a map in the browser using an address from the command +# line or clipboard. + +import webbrowser +import sys +import pyperclip + +if len(sys.argv) > 1: + # Get address from command line + address = ' '.join(sys.argv[1:]) +else: + #Get address from clipboard + address = pyperclip.paste() + +webbrowser.open('https://www.google.com/maps/place/' + address) + diff --git a/misc/picnicTable.py b/misc/picnicTable.py new file mode 100644 index 0000000..e94aa52 --- /dev/null +++ b/misc/picnicTable.py @@ -0,0 +1,10 @@ +#picnicTable + +def printPicnic(itemsDict, leftWidth, rightWidth): + print('PICNIC ITEMS'.center(leftWidth + rightWidth, '-')) + for k, v in itemsDict.items(): + print(k.ljust(leftWidth, '.') + str(v).rjust(rightWidth)) + +picnicItems = {'sandwiches': 4, 'apples': 12, 'cups': 4, 'cookies': 8000, 'knives': 10} +printPicnic(picnicItems, 12, 6) +printPicnic(picnicItems, 20, 6) diff --git a/misc/pyperclipText.txt b/misc/pyperclipText.txt new file mode 100644 index 0000000..47c1ce9 --- /dev/null +++ b/misc/pyperclipText.txt @@ -0,0 +1,4 @@ +Lists of Animals +Lists of Aquarium Life +Lists of Biologists by Author Abbreviation +Lists of Cultivars diff --git a/misc/readDocx.py b/misc/readDocx.py new file mode 100644 index 0000000..a29b18d --- /dev/null +++ b/misc/readDocx.py @@ -0,0 +1,12 @@ +#! usr/bin/env python3 + +# readDocx.py + +import docx + +def getText(filename): + doc = docx.Document(filename) + fullText = [] + for para in doc.paragraphs: + fullText.append(para.text) + return '\n'.join(fullText) diff --git a/misc/threadDemo.py b/misc/threadDemo.py new file mode 100644 index 0000000..1410b95 --- /dev/null +++ b/misc/threadDemo.py @@ -0,0 +1,17 @@ +#! python3 + +# threadDemo.py + +import time +import threading + +print('Start of program.') + +def takeANap(): + time.sleep(5) + print('Wake up!') + +threadObj = threading.Thread(target=takeANap) +threadObj.start() + +print('End of program.') diff --git a/misc/tictactoe.py b/misc/tictactoe.py new file mode 100644 index 0000000..fa7995b --- /dev/null +++ b/misc/tictactoe.py @@ -0,0 +1,27 @@ +#!Python + +#Tic tac toe Game + +theBoard = {'top-L':' ','top-M':' ','top-R':' ', + 'mid-L':' ','mid-M':' ','mid-R':' ', + 'low-L':' ','low-M':' ','low-R':' '} + +def printBoard(board): + print(board['top-L'] + '|' + board['top-M'] + '|' + board['top-R']) + print('-+-+-') + print(board['mid-L'] + '|' + board['mid-M'] + '|' + board['mid-R']) + print('-+-+-') + print(board['low-L'] + '|' + board['low-M'] + '|' + board['low-R']) + +turn = 'X' +for i in range(9): + printBoard(theBoard) + print('Turn for ' + turn + '. Move on which space? Example:top-L or mid-M or low-R') + move = input() + theBoard[move] = turn + if turn == 'X': + turn = 'O' + else: + turn = 'X' + +printBoard(theBoard) diff --git a/misc/validateInput.py b/misc/validateInput.py new file mode 100644 index 0000000..36c4f0d --- /dev/null +++ b/misc/validateInput.py @@ -0,0 +1,9 @@ +# Validate input + +while True: + print('Enter your age:') + age = input() + if age.isdecimal(): + break + print('Pleas enter a number for your age.') + |