First Assignment HW
I made a simple program that reads in zip code data that pertains to carpool requests throughout the US and outputs the city and state name. The data I input (which I have from a wiki of a friend, and it contains about 40000 pairs of zips) is formatted as so: | zip, zip|
input:
19446,19477| 19446,19477| 21224,20019| 90840,92660| 02114,02132| 17047,17128| 94612,94903| 94612,94903| 94612,94903| 62034,62035| 62034,62035| 94110,94403| 94110,94403| 07306,07059|
The first zip code is the origin point, the second is the destination. Lastly, I print out the location that occurred the most number of times, and how many times that location occurred.
Questions I have: How can I embed it online?
Next: Clean up the output. Get the lats / longs from the zips, and export it to a map of sorts.
Check out the is the python code on the next page:
import sys
#define a function
def len(array):
i=0
for entry in array:
i=i+1
return i
def maxloc(array,zipmap):
#return string of both values – location and how many times it appears
max = -1
value = ”
for entry in array:
if len(entry)>1:
if zipmap.has_key(entry[0]):
print “%s %s” % (zipmap[entry[0]],entry[1])
if max< entry[1]:
max = entry[1]
val = entry[0]
#entry 1 num times apprs, 0 is name of location
#chek beforehand - does zipmap have this key..
#print max , val , "hello"
#print val
if zipmap.has_key(val):
print "max = %s %s" % (zipmap[val],max)
# have map at position value, then every time you called max loc give it zip maps
#print val
# print max + val
return val
#now get value and the map
# print max
#entry 0 is locations?
# got error cant concatenate
zipmap = {}
starts = {}
destinations= {}
locations={}
for line in open('zips.txt'):#can i just load it from http://www.census.gov/tiger/tms/gazetteer/zips.txt
tuple = line.split(",")
# print tuple
if len(tuple)>=4:
zip=tuple[1][1:-1]
state=tuple[2][1:-1]
town=tuple[3][1:-1]
zipmap[zip]=town,”,”,state
#print zipmap
for line in open(‘phpErid.txt’):
for pair in line.split(“|”):
word = pair.split(“,”)
if len(word)>=2:
dest = word[1]
loc = word[0]
destinations[dest]=destinations.get (dest,0) +1
starts[loc] = starts.get(loc,0) +1
locations[dest] = locations.get(dest,0) +1
locations[loc] = locations.get(loc,0) +1
l=len(locations)
maxloc(locations,zipmap)
locations = locations.items()
maxloc(locations,zipmap)
locations.sort
#print locations
if len(locations)>1:
locations.sort()
# print locations[0]
# print locations[l-1]
maxloc(locations,zipmap)
#{‘M’: 1, ‘s’: 4, ‘p’: 2, ‘i’: 4}
#60647,60120| 60647,60120| L1X2W8,M5S1N5| L1X2W8,M5S1N5| 22601,20041| 22601,20041| 19446,19477| 19446,19477| 19446,19477| 19446,19477| 21224,20019| 90840,92660| 02114,02132| 17047,17128| 94612,94903| 94612,94903| 94612,94903| 62034,62035| 62034,62035| 94110,94403| 94110,94403| 07306,07059|
See the output – it’s still messy, and there are an awful lot of cities and states, from the data taken Monday, Feb. 7:
94 07059 hello
07059
(‘WARREN’, ‘,’, ‘NJ’) 94
94 07059 hello
07059
(‘WARREN’, ‘,’, ‘NJ’) 94
172-26-12-152:hwClass2 administrator$ python loc3.py < phpErid.txt
('BIRMINGHAM', ',', 'AL') 1
('BOSTON', ',', 'MA') 1
('WHITSETT', ',', 'NC') 3
('BREMERTON', ',', 'WA') 2
('KENILWORTH', ',', 'NJ') 6
('SMYRNA', ',', 'DE') 2
('CORVALLIS', ',', 'OR') 1
('LEOMINSTER', ',', 'MA') 1
('CORVALLIS', ',', 'OR') 6
('LIVINGSTON', ',', 'NJ') 3
('SHIPPENSBURG', ',', 'PA') 1
('CRESCENT', ',', 'MO') 3
('FENTON', ',', 'MO') 1
('BALLWIN', ',', 'MO') 3
('YONKERS', ',', 'NY') 2
('MURRAY', ',', 'UT') 3
('WEST VALLEY CITY', ',', 'UT') 2
('COTTONWOOD', ',', 'UT') 4
('FORT HUACHUCA', ',', 'AZ') 1
('BRANDON', ',', 'VT') 3
('KENT', ',', 'OH') 3
('FLUSHING', ',', 'NY') 1
('BIG RAPIDS', ',', 'MI') 1
('GRAND PRAIRIE', ',', 'TX') 2
('GRAND PRAIRIE', ',', 'TX') 2
('THE COLONY', ',', 'TX') 1
('MONTEBELLO', ',', 'CA') 3
('ROCHESTER', ',', 'NY') 5
('ROCHESTER', ',', 'NY') 2
('ROCHESTER', ',', 'NY') 8
('EAST SYRACUSE', ',', 'NY') 1
('PFLUGERVILLE', ',', 'TX') 2
('SAN MARCOS', ',', 'TX') 4
('ROUND ROCK', ',', 'TX') 2
('HAYWARD', ',', 'CA') 2
('HAYWARD', ',', 'CA') 3
('HAYWARD', ',', 'CA') 5
('ALBUQUERQUE', ',', 'NM') 6
('ALBUQUERQUE', ',', 'NM') 4
('ALBUQUERQUE', ',', 'NM') 4
('MANAHAWKIN', ',', 'NJ') 1
('MOORESTOWN', ',', 'NJ') 3
('MOUNT LAUREL', ',', 'NJ') 15
('NORFOLK', ',', 'VA') 5
('NORFOLK', ',', 'VA') 2
('RALEIGH', ',', 'NC') 5
('RALEIGH', ',', 'NC') 4
('WILMER', ',', 'TX') 3
('FAYETTEVILLE', ',', 'AR') 1
('FAYETTEVILLE', ',', 'AR') 1
('ANNANDALE', ',', 'VA') 5
('PALM SPRINGS', ',', 'CA') 1
('GRASS VALLEY', ',', 'CA') 2
('MANHATTAN', ',', 'KS') 2
('EAST HARTFORD', ',', 'CT') 3
('HARTFORD', ',', 'CT') 2
('HARTFORD', ',', 'CT') 5
('HARTFORD', ',', 'CT') 3
('VISTA', ',', 'CA') 1
('VISTA', ',', 'CA') 4
('HOUSTON', ',', 'TX') 6
('HOUSTON', ',', 'TX') 2
('METHUEN', ',', 'MA') 1
('NORTH ANDOVER', ',', 'MA') 2
('COLUMBUS', ',', 'GA') 2
('COLUMBUS', ',', 'GA') 2
('JACKSONVILLE', ',', 'FL') 1
('ZELIENOPLE', ',', 'PA') 1
('TUKWILA', ',', 'WA') 5
('SEATTLE', ',', 'WA') 2
('SEATTLE', ',', 'WA') 5
('SEATTLE', ',', 'WA') 6
('SEATTLE', ',', 'WA') 4
('SEATTLE', ',', 'WA') 1
('EAST PALO ALTO', ',', 'CA') 10
('PALO ALTO', ',', 'CA') 7
('PALO ALTO', ',', 'CA') 17
('LONG BEACH', ',', 'CA') 1
('SIOUX CITY', ',', 'IA') 1
('CLINTON', ',', 'MD') 3
('RIVERDALE', ',', 'MD') 1
('PLEASANT HILL', ',', 'OR') 1
('ROSEMONT', ',', 'IL') 3
('CRYSTAL LAKE', ',', 'IL') 1
('DEERFIELD', ',', 'IL') 10
('BARRINGTON', ',', 'IL') 1
('CASTLE ROCK', ',', 'CO') 6
('ALLENSVILLE', ',', 'OH') 1
('DETROIT', ',', 'MI') 1
('DETROIT', ',', 'MI') 12
('FERNDALE', ',', 'MI') 4
('ANCHORAGE', ',', 'AK') 1
('ANCHORAGE', ',', 'AK') 1
('EL MONTE', ',', 'CA') 2
('SMYRNA', ',', 'TN') 1
('HOLLYWOOD', ',', 'FL') 1
('LOUISVILLE', ',', 'KY') 6
('LYNDON', ',', 'KY') 3
('FOREST', ',', 'VA') 1
('LUMBERTON', ',', 'NC') 1
('ATLANTA', ',', 'GA') 7
('COLLEGE PARK', ',', 'GA') 1
('ATLANTA', ',', 'GA') 1
('PETALUMA', ',', 'CA') 1
('DUNWOODY', ',', 'GA') 2
('ATLANTA', ',', 'GA') 15
('LAKE JACKSON', ',', 'TX') 1
('NEW ORLEANS', ',', 'LA') 1
('SAINT PAUL', ',', 'MN') 7
('SAINT PAUL', ',', 'MN') 10
('SAINT PAUL', ',', 'MN') 3
('LOMA LINDA', ',', 'CA') 1
('SAINT PAUL', ',', 'MN') 5
('SAINT PAUL', ',', 'MN') 6
('LAUDERDALE', ',', 'MN') 1
('OXON HILL', ',', 'MD') 1
('CENTER POINT', ',', 'AL') 2
('VESTAVIA HILLS', ',', 'AL') 5
('RED BLUFF', ',', 'CA') 5
('SHASTA', ',', 'CA') 2
('HUNTSVILLE', ',', 'AL') 1
('ORANGE PARK', ',', 'FL') 2
('MARYLAND HEIGHTS', ',', 'MO') 8
('GRAND RAPIDS', ',', 'MI') 3
('SALT LAKE CITY', ',', 'UT') 1
('MURRAY', ',', 'UT') 1
('NEW ORLEANS', ',', 'LA') 2
('ELKHART', ',', 'IN') 1
('ELKHART', ',', 'IN') 1
('MC KINNEY', ',', 'TX') 1
('PLANO', ',', 'TX') 4
('PLANO', ',', 'TX') 4
('OMAHA', ',', 'NE') 3
('OMAHA', ',', 'NE') 1
('PICO RIVERA', ',', 'CA') 1
('NEW ORLEANS', ',', 'LA') 8
('WESLEYAN COLLEGE', ',', 'NC') 1
('RIO RANCHO', ',', 'NM') 1
('ALBUQUERQUE', ',', 'NM') 2
('DUBLIN', ',', 'CA') 9
('PLEASANTON', ',', 'CA') 6
('SHORE ACRES', ',', 'CA') 1
('BANGOR', ',', 'ME') 1
('NEWARK', ',', 'CA') 1
('HEREFORD', ',', 'AZ') 3
('HAYES', ',', 'VA') 1
('RIVERDALE', ',', 'GA') 2
('MACON', ',', 'GA') 1
('DENTON', ',', 'TX') 3
('UNIV OF THE PACI', ',', 'CA') 1
('MERRIMAC', ',', 'MA') 2
('FAIRFAX', ',', 'VA') 9
('FAIRFAX', ',', 'VA') 8
('COLUMBIA', ',', 'MO') 7
('COLUMBIA', ',', 'MO') 3
('HOUSTON', ',', 'TX') 2
('HOUSTON', ',', 'TX') 24
('HOUSTON', ',', 'TX') 4
('HOUSTON', ',', 'TX') 6
('HOUSTON', ',', 'TX') 5
('HOUSTON', ',', 'TX') 3
('CHANHASSEN', ',', 'MN') 2
('GOLETA', ',', 'CA') 6
('CHASKA', ',', 'MN') 1
('SEATTLE', ',', 'WA') 1
('FORT LEWIS', ',', 'WA') 2
('LANCASTER', ',', 'PA') 1
('NEFFSVILLE', ',', 'PA') 5
('BOWIE', ',', 'MD') 2
('BURTONSVILLE', ',', 'MD') 1
('SAN DIEGO', ',', 'CA') 79
('VENICE', ',', 'CA') 2
('MARINA DEL REY', ',', 'CA') 3
('HIGHLAND PARK', ',', 'MI') 2
('DETROIT', ',', 'MI') 26
('DETROIT', ',', 'MI') 14
('DETROIT', ',', 'MI') 2
('FAIRBORN', ',', 'OH') 1
('ALBANY', ',', 'NY') 4
('SPRINGFIELD', ',', 'OR') 4
('ROESSLEVILLE', ',', 'NY') 2
('ALBANY', ',', 'NY') 2
('MC KOWNVILLE', ',', 'NY') 1
('NAPERVILLE', ',', 'IL') 2
('MIDDLETON', ',', 'WI') 2
('BATON ROUGE', ',', 'LA') 1
('CAPE SAINT CLAIR', ',', 'MD') 3
('NAVAL ACADEMY', ',', 'MD') 2
('KINGMAN', ',', 'AZ') 1
('WESTBROOK', ',', 'ME') 1
('LOUISVILLE', ',', 'KY') 4
('TANNERSVILLE', ',', 'PA') 2
('SWIFTWATER', ',', 'PA') 1
('PORT SAINT LUCIE', ',', 'FL') 1
('ATHENS', ',', 'GA') 5
('ATLANTA', ',', 'GA') 1
('ATHENS', ',', 'GA') 2
('HAPEVILLE', ',', 'GA') 8
('SACRAMENTO', ',', 'CA') 2
('EAGAN', ',', 'MN') 1
('EAGAN', ',', 'MN') 5
('EAGAN', ',', 'MN') 4
('EAGAN', ',', 'MN') 1
('APPLE VALLEY', ',', 'MN') 2
('WOODBURY', ',', 'MN') 6
('SHOREVIEW', ',', 'MN') 4
('VADNAIS HEIGHTS', ',', 'MN') 4
('LAWRENCE', ',', 'KS') 1
('LEAVENWORTH', ',', 'KS') 1
('MOUNT PLEASANT', ',', 'MI') 1
('MASON', ',', 'MI') 1
('PEABODY', ',', 'MA') 7
('OWASSO', ',', 'OK') 4
('ATLANTA', ',', 'GA') 3
('AMBOY', ',', 'WA') 2
('COOK', ',', 'WA') 1
('GLENWOOD', ',', 'OR') 2
('DELAND', ',', 'FL') 1
('OLD LYME', ',', 'CT') 3
('DAYTON', ',', 'OH') 6
('DAYTON', ',', 'OH') 4
('NORA', ',', 'IN') 1
('DAYTON', ',', 'OH') 2
('PAPILLION', ',', 'NE') 1
('MURPHY', ',', 'TX') 1
('PLANO', ',', 'TX') 1
('OMAHA', ',', 'NE') 1
('BOLINGBROOK', ',', 'IL') 3
('NEW ORLEANS', ',', 'LA') 3
('SAN FRANCISCO', ',', 'CA') 10
('SAN FRANCISCO', ',', 'CA') 28
('SAN FRANCISCO', ',', 'CA') 3
('SAN FRANCISCO', ',', 'CA') 4
('POYNETTE', ',', 'WI') 2
('WHITTIER', ',', 'CA') 2
('LOS NIETOS', ',', 'CA') 1
('WHITTIER', ',', 'CA') 1
('MONTGOMERY', ',', 'AL') 1
('LITHIA', ',', 'FL') 1
('LATHRUP VILLAGE', ',', 'MI') 7
('JACKSON', ',', 'CA') 2
('QUANTICO', ',', 'VA') 2
('OAKMONT', ',', 'PA') 3
('MC KEESPORT', ',', 'PA') 1
('PHOENIX', ',', 'AZ') 4
('PHOENIX', ',', 'AZ') 4
('CLIVE', ',', 'IA') 1
('URBANDALE', ',', 'IA') 1
('LINCOLN', ',', 'RI') 2
('FRONT ROYAL', ',', 'VA') 2
('STATESVILLE', ',', 'NC') 1
('GRANITEVILLE', ',', 'MA') 4
('WILMINGTON', ',', 'MA') 6
('WAKEFIELD', ',', 'MA') 2
('HOUSTON', ',', 'TX') 4
('HOUSTON', ',', 'TX') 1
('HOUSTON', ',', 'TX') 4
('HOUSTON', ',', 'TX') 2
('STONY BROOK', ',', 'NY') 1
('WOODBURY', ',', 'NY') 3
('SUNY STONY BROOK', ',', 'NY') 1
('GLEN RAVEN', ',', 'NC') 3
('CERRITOS', ',', 'CA') 3
('GARDEN CITY', ',', 'CO') 1
('NORMANDY PARK', ',', 'WA') 2
('HAVERHILL', ',', 'FL') 1
('VERNON ROCKVILLE', ',', 'CT') 5
('FULTON', ',', 'CA') 1
('MEQUON', ',', 'WI') 2
('LOWELL', ',', 'AR') 2
('KITTERY', ',', 'ME') 2
('NORTH BERWICK', ',', 'ME') 1
('CONCORD', ',', 'NH') 6
('MONTEREY PARK', ',', 'CA') 2
('HUDSON', ',', 'WI') 1
('ENCINO', ',', 'CA') 9
('COLLIERVILLE', ',', 'TN') 2
('FORSYTH', ',', 'GA') 1
('SCHILLER PARK', ',', 'IL') 1
('OLATHE', ',', 'KS') 2
('SAINT CHARLES', ',', 'IL') 3
('LAKESIDE', ',', 'VA') 2
('REGENCY', ',', 'VA') 5
('RICHMOND', ',', 'VA') 2
('RICHMOND', ',', 'VA') 3
('RICHMOND', ',', 'VA') 2
('RICHMOND', ',', 'VA') 6
('RICHMOND', ',', 'VA') 4
('SANTA ANA', ',', 'CA') 1
('SANTA ANA', ',', 'CA') 1
('COWAN HEIGHTS', ',', 'CA') 9
('SANTA ANA', ',', 'CA') 1
('SANTA ANA HEIGHT', ',', 'CA') 5
('SANTA ANA', ',', 'CA') 3
('UPPERVILLE', ',', 'VA') 1
('STAFFORD', ',', 'TX') 6
('SUGAR LAND', ',', 'TX') 5
('UPPER SADDLE RIV', ',', 'NJ') 5
('KENTWOOD', ',', 'MI') 1
('GRAND RAPIDS', ',', 'MI') 1
('GRAND RAPIDS', ',', 'MI') 4
('WALKER', ',', 'MI') 1
('GRAND RAPIDS', ',', 'MI') 5
('SAN FRANCISCO', ',', 'CA') 1
('SAN FRANCISCO', ',', 'CA') 2
('SAN FRANCISCO', ',', 'CA') 4
('SAN FRANCISCO', ',', 'CA') 1
('BUENA PARK', ',', 'CA') 3
('BUENA PARK', ',', 'CA') 1
('GLENWOOD', ',', 'IL') 1
('ROSEVILLE', ',', 'CA') 5
('PLACERVILLE', ',', 'CA') 4
('EL MACERO', ',', 'CA') 2
('SCRANTON', ',', 'PA') 2
('SAINT PETERSBURG', ',', 'FL') 1
('SAINT PETERSBURG', ',', 'FL') 4
('SAINT PETERSBURG', ',', 'FL') 2
('VENICE', ',', 'FL') 2
('BURLESON', ',', 'TX') 1
('BLOOMINGDALE', ',', 'TN') 1
('RIVERVIEW', ',', 'FL') 1
('DECATUR', ',', 'GA') 2
('DECATUR', ',', 'GA') 4
('DECATUR', ',', 'GA') 3
('LENEXA', ',', 'KS') 2
('DES MOINES', ',', 'IA') 6
('SHAWNEE', ',', 'KS') 1
('LINCOLN', ',', 'NE') 1
('LAFAYETTE', ',', 'IN') 1
('BURKE', ',', 'VA') 5
('MIDDLETOWN', ',', 'RI') 1
('HOUSTON', ',', 'TX') 1
('HOUSTON', ',', 'TX') 11
('HOUSTON', ',', 'TX') 3
('HOUSTON', ',', 'TX') 4
('ASTON', ',', 'PA') 4
('NEW MONMOUTH', ',', 'NJ') 18
('HIGHLAND CENTER', ',', 'IA') 1
('BOSTON', ',', 'MA') 5
('BEND', ',', 'OR') 3
('CHICAGO', ',', 'IL') 4
('MEMPHIS', ',', 'TN') 1
('CHARLESTON', ',', 'IL') 2
('MEMPHIS', ',', 'TN') 1
('WEST ALLIS', ',', 'WI') 2
('DULUTH', ',', 'MN') 2
('SHOREWOOD', ',', 'WI') 3
('HOPKINTON', ',', 'MA') 12
('CONCORD', ',', 'MA') 3
('STANFORD', ',', 'CA') 5
('ESSEX JUNCTION', ',', 'VT') 4
('GARDNER', ',', 'MA') 2
('PRINCETON', ',', 'FL') 1
('EFFORT', ',', 'PA') 2
('LONG BEACH', ',', 'CA') 3
('LARKSPUR', ',', 'CA') 2
('VAN NUYS', ',', 'CA') 1
('ONTARIO', ',', 'OR') 1
('MIDDLETOWN', ',', 'KY') 1
('LYNDON', ',', 'KY') 1
('LYNDON', ',', 'KY') 1
('STONEHAM', ',', 'MA') 1
('BRAINTREE', ',', 'MA') 1
('BALDWIN CITY', ',', 'KS') 1
('CHARLOTTE', ',', 'MI') 1
('SAN DIEGO', ',', 'CA') 11
('SANATOGA', ',', 'PA') 1
('PHOENIXVILLE', ',', 'PA') 3
('TOPSFIELD', ',', 'MA') 1
('BRIDGEWATER', ',', 'NJ') 14
('BLUE EARTH', ',', 'MN') 1
('OVIEDO', ',', 'FL') 1
('SPRINGFIELD', ',', 'VA') 2
('WEST SPRINGFIELD', ',', 'VA') 2
('FREDERICKSBURG', ',', 'VA') 1
('PARK ROW', ',', 'TX') 1
('GROVEPORT', ',', 'OH') 1
('GROVE CITY', ',', 'OH') 2
('SANTA MARIA', ',', 'CA') 4
('ORCUTT', ',', 'CA') 5
('EVERETT', ',', 'WA') 2
('EVERETT', ',', 'WA') 3
('EVERETT', ',', 'WA') 1
('CLINTON', ',', 'NY') 2
('WEST HAVEN', ',', 'CT') 1
('CROWN POINT', ',', 'IN') 1
('WHEATON', ',', 'MD') 3
('MILFORD', ',', 'MI') 2
('JACKSON BELDEN', ',', 'OH') 4
('GOLDEN', ',', 'CO') 7
('GOLDEN', ',', 'CO') 1
('SOUTHFIELD', ',', 'MI') 12
('NEWPORT', ',', 'KY') 4
('BRONX', ',', 'NY') 1
('BRYTE', ',', 'CA') 4
('FRANKLIN', ',', 'TN') 3
('GARDINER', ',', 'ME') 1
('JONESBORO', ',', 'GA') 2
('CENTERVILLE GWIN', ',', 'GA') 3
('LUDLOW', ',', 'MA') 1
('MORENO VALLEY', ',', 'CA') 2
('BEDFORD', ',', 'NH') 4
('SUN VALLEY', ',', 'CA') 1
('CANYON COUNTRY', ',', 'CA') 6
('TARZANA', ',', 'CA') 1
('VALENCIA', ',', 'CA') 19
('NORTH HOLLYWOOD', ',', 'CA') 2
('TOLUCA LAKE', ',', 'CA') 1
('ANAHEIM', ',', 'CA') 4
('ANAHEIM', ',', 'CA') 12
('ANAHEIM', ',', 'CA') 12
('ANAHEIM', ',', 'CA') 6
('BROOKLYN', ',', 'NY') 5
('BROOKLYN', ',', 'NY') 2
('BROOKLYN', ',', 'NY') 2
('NEWTOWN SQUARE', ',', 'PA') 1
('GRAHAM', ',', 'NC') 2
('PINE CITY', ',', 'NY') 1
('CENTRAL VALLEY', ',', 'NY') 3
('BLAUVELT', ',', 'NY') 2
('SONOMA', ',', 'CA') 2
('STATEN ISLAND', ',', 'NY') 3
('SAN DIEGO', ',', 'CA') 4
('SAN DIEGO', ',', 'CA') 1
('CARPINTERIA', ',', 'CA') 3
('WHEELING', ',', 'IL') 4
('NORTHFIELD', ',', 'IL') 3
('ZION', ',', 'IL') 2
('EAST YORK', ',', 'PA') 1
('SAN CARLOS', ',', 'CA') 2
('NATICK', ',', 'MA') 3
('BOLTON VALLEY', ',', 'VT') 2
('SAINT ALBANS', ',', 'VT') 1
('FORT SMITH', ',', 'AR') 1
('FOSTER CITY', ',', 'CA') 42
('RUSSIAN RIVER', ',', 'CA') 3
('SAN MATEO', ',', 'CA') 5
('SAN MATEO', ',', 'CA') 8
('CINCINNATI', ',', 'OH') 3
('POCATELLO', ',', 'ID') 3
('NUTLEY', ',', 'NJ') 3
('NEWARK', ',', 'NJ') 2
('SACRAMENTO', ',', 'CA') 2
('EVANSVILLE', ',', 'IN') 3
('EVANSVILLE', ',', 'IN') 2
('SAN DIEGO', ',', 'CA') 43
('SAN DIEGO', ',', 'CA') 6
('SAN DIEGO', ',', 'CA') 3
('SAN DIEGO', ',', 'CA') 15
('SAN DIEGO', ',', 'CA') 12
('SAN DIEGO', ',', 'CA') 3
('SAN DIEGO', ',', 'CA') 18
('PERRY', ',', 'GA') 1
('LANSDALE', ',', 'PA') 1
('EAST BETHEL', ',', 'MN') 1
('HOLLOMAN AIR FOR', ',', 'NM') 2
('EDISON', ',', 'NJ') 2
('HOLLY SPRINGS', ',', 'NC') 1
('VISALIA', ',', 'CA') 1
('SANTA MONICA', ',', 'CA') 9
('SANTA MONICA', ',', 'CA') 2
('SANTA MONICA', ',', 'CA') 19
('SANTA MONICA', ',', 'CA') 6
('HEATHROW', ',', 'FL') 4
('JAMAICA', ',', 'NY') 1
('HARRISBURG', ',', 'PA') 20
('HARRISBURG', ',', 'PA') 2
('PENBROOK', ',', 'PA') 2
('HARRISBURG', ',', 'PA') 3
('COLONIAL PARK', ',', 'PA') 1
('SCHAUMBURG', ',', 'IL') 4
('HAMILTON', ',', 'NY') 1
('ATHENS', ',', 'MI') 2
('DENVER', ',', 'CO') 3
('NORTHGLENN', ',', 'CO') 1
('SANDY', ',', 'UT') 1
('SUFFOLK', ',', 'VA') 2
('BRONX', ',', 'NY') 2
('ELK GROVE', ',', 'CA') 2
('BRONX', ',', 'NY') 1
('BRONX', ',', 'NY') 2
('NORFOLK', ',', 'VA') 1
('APPLETON', ',', 'WI') 1
('HOMESTEAD', ',', 'FL') 2
('FAIRBURN', ',', 'GA') 1
('MANSFIELD', ',', 'TX') 3
('MIDLOTHIAN', ',', 'TX') 4
('BINGHAMTON', ',', 'NY') 2
('ALLENTOWN', ',', 'PA') 1
('ALLENTOWN', ',', 'PA') 4
('ALLENTOWN', ',', 'PA') 1
('ROSWELL', ',', 'GA') 1
('ARLETA', ',', 'CA') 1
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('DALLAS', ',', 'TX') 2
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('TUCSON', ',', 'AZ') 4
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('TUCSON', ',', 'AZ') 2
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('OAKLAND', ',', 'CA') 9
('OAKLAND', ',', 'CA') 1
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('AUSTIN', ',', 'TX') 3
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max = ('WARREN', ',', 'NJ') 94
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('CARLSBAD', ',', 'CA') 1
('DEL MAR', ',', 'CA') 1
('EL CAJON', ',', 'CA') 8
('ENCINITAS', ',', 'CA') 2
('ESCONDIDO', ',', 'CA') 8
('ESCONDIDO', ',', 'CA') 1
('ESCONDIDO', ',', 'CA') 2
('LA JOLLA', ',', 'CA') 6
('OCEANSIDE', ',', 'CA') 3
('MARINE CORP BASE', ',', 'CA') 12
('OCEANSIDE', ',', 'CA') 2
('OCEANSIDE', ',', 'CA') 6
('POWAY', ',', 'CA') 16
('RAMONA', ',', 'CA') 1
('SAN MARCOS', ',', 'CA') 6
('SOLANA BEACH', ',', 'CA') 1
('VISTA', ',', 'CA') 4
('VISTA', ',', 'CA') 1
('SAN DIEGO', ',', 'CA') 24
('SAN DIEGO', ',', 'CA') 5
('SAN DIEGO', ',', 'CA') 1
('SAN DIEGO', ',', 'CA') 1
('SAN DIEGO', ',', 'CA') 1
('SAN DIEGO', ',', 'CA') 14
('SAN DIEGO', ',', 'CA') 4
('SAN DIEGO', ',', 'CA') 10
('SAN DIEGO', ',', 'CA') 8
('SAN DIEGO', ',', 'CA') 3
('SAN DIEGO', ',', 'CA') 2
('SAN DIEGO', ',', 'CA') 1
('SAN DIEGO', ',', 'CA') 18
('SAN DIEGO', ',', 'CA') 79
('SAN DIEGO', ',', 'CA') 6
('SAN DIEGO', ',', 'CA') 43
('SAN DIEGO', ',', 'CA') 3
('SAN DIEGO', ',', 'CA') 12
('SAN DIEGO', ',', 'CA') 15
('SAN DIEGO', ',', 'CA') 18
('SAN DIEGO', ',', 'CA') 3
('SAN DIEGO', ',', 'CA') 4
('SAN DIEGO', ',', 'CA') 1
('SAN DIEGO', ',', 'CA') 5
('SAN DIEGO', ',', 'CA') 11
('SAN DIEGO', ',', 'CA') 2
('CATHEDRAL CITY', ',', 'CA') 3
('PALM SPRINGS', ',', 'CA') 1
('TWENTYNINE PALMS', ',', 'CA') 1
('FORT IRWIN', ',', 'CA') 5
('GRAND TERRACE', ',', 'CA') 2
('FONTANA', ',', 'CA') 1
('HESPERIA', ',', 'CA') 2
('LOMA LINDA', ',', 'CA') 1
('REDLANDS', ',', 'CA') 4
('RIALTO', ',', 'CA') 1
('SAN BERNARDINO', ',', 'CA') 2
('SAN BERNARDINO', ',', 'CA') 2
('SAN BERNARDINO', ',', 'CA') 3
('SAN BERNARDINO', ',', 'CA') 3
('RIVERSIDE', ',', 'CA') 8
('RIVERSIDE', ',', 'CA') 3
('RIVERSIDE', ',', 'CA') 5
('RIVERSIDE', ',', 'CA') 2
('RIVERSIDE', ',', 'CA') 2
('RIVERSIDE', ',', 'CA') 11
('RUBIDOUX', ',', 'CA') 6
('HEMET', ',', 'CA') 6
('IDYLLWILD', ',', 'CA') 1
('MORENO VALLEY', ',', 'CA') 2
('SUN CITY', ',', 'CA') 1
('TEMECULA', ',', 'CA') 2
('FOOTHILL RANCH', ',', 'CA') 8
('COSTA MESA', ',', 'CA') 27
('LAKE FOREST', ',', 'CA') 4
('HUNTINGTON BEACH', ',', 'CA') 3
('HUNTINGTON BEACH', ',', 'CA') 10
('LAGUNA HILLS', ',', 'CA') 3
('ALISO VIEJO', ',', 'CA') 15
('NEWPORT BEACH', ',', 'CA') 1
('NEWPORT BEACH', ',', 'CA') 20
('NEWPORT BEACH', ',', 'CA') 2
('NEWPORT BEACH', ',', 'CA') 2
('SAN CLEMENTE', ',', 'CA') 4
('MISSION VIEJO', ',', 'CA') 4
('LAGUNA NIGUEL', ',', 'CA') 4
('RANCHO SANTA MAR', ',', 'CA') 4
('MISSION VIEJO', ',', 'CA') 13
('SANTA ANA', ',', 'CA') 1
('SANTA ANA', ',', 'CA') 1
('SANTA ANA', ',', 'CA') 1
('COWAN HEIGHTS', ',', 'CA') 9
('SANTA ANA', ',', 'CA') 3
('SANTA ANA HEIGHT', ',', 'CA') 5
('ANAHEIM', ',', 'CA') 6
('ANAHEIM', ',', 'CA') 12
('ANAHEIM', ',', 'CA') 4
('ANAHEIM', ',', 'CA') 12
('SAN BUENAVENTURA', ',', 'CA') 5
('CAMARILLO', ',', 'CA') 5
('CARPINTERIA', ',', 'CA') 3
('MOORPARK', ',', 'CA') 3
('OXNARD', ',', 'CA') 2
('OXNARD', ',', 'CA') 1
('OXNARD', ',', 'CA') 5
('POINT MUGU NAWC', ',', 'CA') 1
('SANTA SUSANA', ',', 'CA') 5
('SIMI VALLEY', ',', 'CA') 13
('SOMIS', ',', 'CA') 1
('SANTA BARBARA', ',', 'CA') 3
('SANTA BARBARA', ',', 'CA') 1
('SANTA BARBARA', ',', 'CA') 2
('SANTA BARBARA', ',', 'CA') 4
('GOLETA', ',', 'CA') 6
('ARVIN', ',', 'CA') 2
('DELANO', ',', 'CA') 1
('HANFORD', ',', 'CA') 1
('LOST HILLS', ',', 'CA') 1
('VISALIA', ',', 'CA') 1
('BAKERSFIELD', ',', 'CA') 1
('SAN LUIS OBISPO', ',', 'CA') 1
('SANTA MARIA', ',', 'CA') 4
('ORCUTT', ',', 'CA') 5
('BALLARD', ',', 'CA') 2
('NORTH EDWARDS', ',', 'CA') 2
('KEENE', ',', 'CA') 1
('ELIZABETH LAKE', ',', 'CA') 1
('LANCASTER', ',', 'CA') 1
('LAKE LOS ANGELES', ',', 'CA') 2
('LEONA VALLEY', ',', 'CA') 3
('CLOVIS', ',', 'CA') 2
('DINUBA', ',', 'CA') 7
('MADERA', ',', 'CA') 2
('SANGER', ',', 'CA') 1
('FRESNO', ',', 'CA') 1
('FRESNO', ',', 'CA') 1
('DEL REY OAKS', ',', 'CA') 2
('BELMONT', ',', 'CA') 1
('BRISBANE', ',', 'CA') 17
('HILLSBOROUGH', ',', 'CA') 3
('LOS ALTOS', ',', 'CA') 3
('WEST MENLO PARK', ',', 'CA') 17
('MOFFETT FIELD', ',', 'CA') 3
('MOUNTAIN VIEW', ',', 'CA') 3
('MOUNTAIN VIEW', ',', 'CA') 4
('MOUNTAIN VIEW', ',', 'CA') 19
('REDWOOD CITY', ',', 'CA') 2
('WOODSIDE', ',', 'CA') 1
('REDWOOD CITY', ',', 'CA') 12
('REDWOOD CITY', ',', 'CA') 24
('SAN BRUNO', ',', 'CA') 4
('SAN CARLOS', ',', 'CA') 2
('SOUTH SAN FRANCI', ',', 'CA') 18
('SUNNYVALE', ',', 'CA') 6
('SUNNYVALE', ',', 'CA') 8
('SUNNYVALE', ',', 'CA') 10
('SAN FRANCISCO', ',', 'CA') 7
('SAN FRANCISCO', ',', 'CA') 9
('SAN FRANCISCO', ',', 'CA') 7
('SAN FRANCISCO', ',', 'CA') 24
('SAN FRANCISCO', ',', 'CA') 15
('SAN FRANCISCO', ',', 'CA') 5
('SAN FRANCISCO', ',', 'CA') 4
('SAN FRANCISCO', ',', 'CA') 10
('SAN FRANCISCO', ',', 'CA') 28
('SAN FRANCISCO', ',', 'CA') 4
('SAN FRANCISCO', ',', 'CA') 18
('SAN FRANCISCO', ',', 'CA') 3
('SAN FRANCISCO', ',', 'CA') 10
('SAN FRANCISCO', ',', 'CA') 7
('SAN FRANCISCO', ',', 'CA') 5
('SAN FRANCISCO', ',', 'CA') 25
('SAN FRANCISCO', ',', 'CA') 6
('SAN FRANCISCO', ',', 'CA') 2
('SAN FRANCISCO', ',', 'CA') 1
('SAN FRANCISCO', ',', 'CA') 2
('SAN FRANCISCO', ',', 'CA') 4
('SAN FRANCISCO', ',', 'CA') 1
('PALO ALTO', ',', 'CA') 7
('EAST PALO ALTO', ',', 'CA') 10
('PALO ALTO', ',', 'CA') 17
('STANFORD', ',', 'CA') 5
('PALO ALTO', ',', 'CA') 1
('RUSSIAN RIVER', ',', 'CA') 3
('SAN MATEO', ',', 'CA') 5
('SAN MATEO', ',', 'CA') 8
('FOSTER CITY', ',', 'CA') 42
('COAST GUARD ISLA', ',', 'CA') 13
('ALAMO', ',', 'CA') 3
('ANTIOCH', ',', 'CA') 1
('BYRON', ',', 'CA') 1
('CALISTOGA', ',', 'CA') 1
('CONCORD', ',', 'CA') 11
('CONCORD', ',', 'CA') 2
('PLEASANT HILL', ',', 'CA') 9
('FAIRFIELD', ',', 'CA') 3
('TRAVIS AFB', ',', 'CA') 8
('FREMONT', ',', 'CA') 6
('FREMONT', ',', 'CA') 20
('FREMONT', ',', 'CA') 1
('HAYWARD', ',', 'CA') 2
('HAYWARD', ',', 'CA') 5
('HAYWARD', ',', 'CA') 3
('LIVERMORE', ',', 'CA') 4
('PACHECO', ',', 'CA') 5
('FREMONT', ',', 'CA') 6
('SPANISH FLAT', ',', 'CA') 3
('NEWARK', ',', 'CA') 1
('SHORE ACRES', ',', 'CA') 1
('PLEASANTON', ',', 'CA') 6
('DUBLIN', ',', 'CA') 9
('SAINT HELENA', ',', 'CA') 1
('SAN LEANDRO', ',', 'CA') 7
('SAN LORENZO', ',', 'CA') 1
('SAN RAMON', ',', 'CA') 17
('SUISUN CITY', ',', 'CA') 1
('UNION CITY', ',', 'CA') 35
('PLEASANTON', ',', 'CA') 23
('WALNUT CREEK', ',', 'CA') 4
('WALNUT CREEK', ',', 'CA') 7
('OAKLAND', ',', 'CA') 3
('OAKLAND', ',', 'CA') 30
('OAKLAND', ',', 'CA') 1
('OAKLAND', ',', 'CA') 2
('EMERYVILLE', ',', 'CA') 13
('OAKLAND', ',', 'CA') 6
('PIEDMONT', ',', 'CA') 9
('OAKLAND', ',', 'CA') 9
('PIEDMONT', ',', 'CA') 2
('OAKLAND', ',', 'CA') 1
('OAKLAND', ',', 'CA') 1
('BERKELEY', ',', 'CA') 1
('BERKELEY', ',', 'CA') 1
('BERKELEY', ',', 'CA') 1
('ALBANY', ',', 'CA') 1
('BERKELEY', ',', 'CA') 1
('EL SOBRANTE', ',', 'CA') 2
('RICHMOND', ',', 'CA') 5
('SAN RAFAEL', ',', 'CA') 13
('CIVIC CENTER', ',', 'CA') 11
('KENTFIELD', ',', 'CA') 2
('CORTE MADERA', ',', 'CA') 2
('ROHNERT PARK', ',', 'CA') 1
('LARKSPUR', ',', 'CA') 2
('MILL VALLEY', ',', 'CA') 9
('NOVATO', ',', 'CA') 5
('NOVATO', ',', 'CA') 1
('NOVATO', ',', 'CA') 1
('PETALUMA', ',', 'CA') 1
('PETALUMA', ',', 'CA') 1
('SAUSALITO', ',', 'CA') 3
('ALVISO', ',', 'CA') 1
('MONTE VISTA', ',', 'CA') 11
('FELTON', ',', 'CA') 1
('HOLLISTER', ',', 'CA') 3
('LOS GATOS', ',', 'CA') 3
('MILPITAS', ',', 'CA') 19
('MORGAN HILL', ',', 'CA') 1
('SANTA CLARA', ',', 'CA') 3
('SANTA CLARA', ',', 'CA') 5
('SANTA CLARA', ',', 'CA') 19
('SCOTTS VALLEY', ',', 'CA') 4
('SCOTTS VALLEY', ',', 'CA') 2
('SARATOGA', ',', 'CA') 1
('LA SELVA BEACH', ',', 'CA') 2
('SAN JOSE', ',', 'CA') 2
('SAN JOSE', ',', 'CA') 4
('SAN JOSE', ',', 'CA') 2
('SAN JOSE', ',', 'CA') 2
('SAN JOSE', ',', 'CA') 3
('SAN JOSE', ',', 'CA') 2
('SAN JOSE', ',', 'CA') 1
('SAN JOSE', ',', 'CA') 2
('SAN JOSE', ',', 'CA') 1
('SAN JOSE', ',', 'CA') 4
('SAN JOSE', ',', 'CA') 1
('SAN JOSE', ',', 'CA') 5
('SAN JOSE', ',', 'CA') 2
('SAN JOSE', ',', 'CA') 6
('SAN JOSE', ',', 'CA') 1
('SAN JOSE', ',', 'CA') 11
('SAN JOSE', ',', 'CA') 2
('SAN JOSE', ',', 'CA') 1
('STOCKTON', ',', 'CA') 2
('STOCKTON', ',', 'CA') 1
('STOCKTON', ',', 'CA') 2
('UNIV OF THE PACI', ',', 'CA') 1
('ANGELS CAMP', ',', 'CA') 2
('LODI', ',', 'CA') 3
('ATWATER', ',', 'CA') 2
('JAMESTOWN', ',', 'CA') 1
('MANTECA', ',', 'CA') 1
('MODESTO', ',', 'CA') 2
('MODESTO', ',', 'CA') 1
('SANTA ROSA', ',', 'CA') 1
('SANTA ROSA', ',', 'CA') 1
('SANTA ROSA', ',', 'CA') 2
('SANTA ROSA', ',', 'CA') 1
('FULTON', ',', 'CA') 1
('HEALDSBURG', ',', 'CA') 2
('JENNER', ',', 'CA') 3
('KELSEYVILLE', ',', 'CA') 2
('SONOMA', ',', 'CA') 2
('UKIAH', ',', 'CA') 5
('WINDSOR', ',', 'CA') 1
('MC KINLEYVILLE', ',', 'CA') 1
('CRESCENT CITY', ',', 'CA') 1
('BRYTE', ',', 'CA') 4
('CARMICHAEL', ',', 'CA') 2
('DAVIS', ',', 'CA') 5
('EL MACERO', ',', 'CA') 2
('ELK GROVE', ',', 'CA') 2
('EL DORADO HILLS', ',', 'CA') 10
('JACKSON', ',', 'CA') 2
('MATHER AFB', ',', 'CA') 2
('ROSEVILLE', ',', 'CA') 5
('PLACERVILLE', ',', 'CA') 4
('GOLD RIVER', ',', 'CA') 9
('ROCKLIN', ',', 'CA') 4
('ROSEVILLE', ',', 'CA') 3
('VACAVILLE', ',', 'CA') 1
('WEST SACRAMENTO', ',', 'CA') 2
('WOODLAND', ',', 'CA') 1
('RANCHO CORDOVA', ',', 'CA') 3
('SACRAMENTO', ',', 'CA') 33
('SACRAMENTO', ',', 'CA') 4
('SACRAMENTO', ',', 'CA') 1
('SACRAMENTO', ',', 'CA') 1
('SACRAMENTO', ',', 'CA') 4
('SACRAMENTO', ',', 'CA') 3
('SACRAMENTO', ',', 'CA') 11
('SACRAMENTO', ',', 'CA') 7
('SACRAMENTO', ',', 'CA') 1
('SACRAMENTO', ',', 'CA') 2
('SACRAMENTO', ',', 'CA') 1
('SACRAMENTO', ',', 'CA') 5
('SACRAMENTO', ',', 'CA') 4
('SACRAMENTO', ',', 'CA') 5
('SACRAMENTO', ',', 'CA') 1
('SACRAMENTO', ',', 'CA') 3
('SACRAMENTO', ',', 'CA') 3
('SACRAMENTO', ',', 'CA') 7
('SACRAMENTO', ',', 'CA') 2
('SACRAMENTO', ',', 'CA') 2
('SACRAMENTO', ',', 'CA') 1
('MARYSVILLE', ',', 'CA') 1
('COHASSET', ',', 'CA') 1
('GRASS VALLEY', ',', 'CA') 1
('GRASS VALLEY', ',', 'CA') 2
('NEVADA CITY', ',', 'CA') 2
('YUBA CITY', ',', 'CA') 2
('REDDING', ',', 'CA') 1
('RED BLUFF', ',', 'CA') 5
('SHASTA', ',', 'CA') 2
('TRUCKEE', ',', 'CA') 1
('KAPOLEI', ',', 'HI') 1
('LIHUE', ',', 'HI') 2
('HONOLULU', ',', 'HI') 5
('HONOLULU', ',', 'HI') 2
('HONOLULU', ',', 'HI') 1
('HONOLULU', ',', 'HI') 4
('HONOLULU', ',', 'HI') 1
('BEAVERTON', ',', 'OR') 4
('ALOHA', ',', 'OR') 4
('ALOHA', ',', 'OR') 2
('CANBY', ',', 'OR') 1
('LAKE OSWEGO', ',', 'OR') 2
('GLENWOOD', ',', 'OR') 2
('HILLSBORO', ',', 'OR') 4
('PORTLAND', ',', 'OR') 10
('PORTLAND', ',', 'OR') 2
('PORTLAND', ',', 'OR') 4
('PORTLAND', ',', 'OR') 6
('PORTLAND', ',', 'OR') 4
('PORTLAND', ',', 'OR') 1
('PORTLAND', ',', 'OR') 2
('PORTLAND', ',', 'OR') 1
('PORTLAND', ',', 'OR') 1
('PORTLAND', ',', 'OR') 2
('MILWAUKIE', ',', 'OR') 1
('TIGARD', ',', 'OR') 1
('PORTLAND', ',', 'OR') 2
('PORTLAND', ',', 'OR') 2
('PORTLAND', ',', 'OR') 2
('PORTLAND', ',', 'OR') 2
('SALEM', ',', 'OR') 19
('SALEM', ',', 'OR') 6
('SALEM', ',', 'OR') 2
('ALBANY', ',', 'OR') 7
('CORVALLIS', ',', 'OR') 6
('CORVALLIS', ',', 'OR') 1
('COBURG', ',', 'OR') 6
('EUGENE', ',', 'OR') 4
('EUGENE', ',', 'OR') 3
('PLEASANT HILL', ',', 'OR') 1
('SPRINGFIELD', ',', 'OR') 4
('WEST MAIN', ',', 'OR') 1
('GRANTS PASS', ',', 'OR') 1
('BEND', ',', 'OR') 3
('REDMOND', ',', 'OR') 1
('ONTARIO', ',', 'OR') 1
('ALGONA', ',', 'WA') 1
('BEAUX ARTS', ',', 'WA') 7
('BELLEVUE', ',', 'WA') 7
('BELLEVUE', ',', 'WA') 2
('MILL CREEK', ',', 'WA') 3
('BOTHELL', ',', 'WA') 7
('FEDERAL WAY', ',', 'WA') 1
('KENT', ',', 'WA') 4
('KIRKLAND', ',', 'WA') 2
('LYNNWOOD', ',', 'WA') 1
('MAPLE VALLEY', ',', 'WA') 2
('MERCER ISLAND', ',', 'WA') 3
('REDMOND', ',', 'WA') 15
('WOODINVILLE', ',', 'WA') 1
('SEATTLE', ',', 'WA') 6
('SEATTLE', ',', 'WA') 1
('SEATTLE', ',', 'WA') 4
('SEATTLE', ',', 'WA') 5
('SEATTLE', ',', 'WA') 2
('TUKWILA', ',', 'WA') 5
('SEATTLE', ',', 'WA') 2
('SEATTLE', ',', 'WA') 5
('SEATTLE', ',', 'WA') 1
('SEATTLE', ',', 'WA') 1
('SEATTLE', ',', 'WA') 2
('SEATTLE', ',', 'WA') 4
('NORMANDY PARK', ',', 'WA') 2
('TUKWILA', ',', 'WA') 2
('EVERETT', ',', 'WA') 1
('EVERETT', ',', 'WA') 3
('EVERETT', ',', 'WA') 2
('BELLINGHAM', ',', 'WA') 2
('BREMERTON', ',', 'WA') 2
('MORTON', ',', 'WA') 1
('ORTING', ',', 'WA') 4
('TACOMA', ',', 'WA') 3
('FORT LEWIS', ',', 'WA') 2
('OLYMPIA', ',', 'WA') 4
('LACEY', ',', 'WA') 1
('CHEHALIS', ',', 'WA') 2
('AMBOY', ',', 'WA') 2
('COOK', ',', 'WA') 1
('WASHOUGAL', ',', 'WA') 1
('SPOKANE', ',', 'WA') 1
('ANCHORAGE', ',', 'AK') 1
('ANCHORAGE', ',', 'AK') 1
('ANCHORAGE', ',', 'AK') 6
('ANCHORAGE', ',', 'AK') 1
('EAGLE RIVER', ',', 'AK') 2
('WASILLA', ',', 'AK') 4
('SEWARD', ',', 'AK') 1
max = ('WARREN', ',', 'NJ') 94
172-26-12-152:hwClass2 administrator$ python loc3.py < phpErid.txt
('BIRMINGHAM', ',', 'AL') 1
('BOSTON', ',', 'MA') 1
('WHITSETT', ',', 'NC') 3
('BREMERTON', ',', 'WA') 2
('KENILWORTH', ',', 'NJ') 6
('SMYRNA', ',', 'DE') 2
('CORVALLIS', ',', 'OR') 1
('LEOMINSTER', ',', 'MA') 1
('CORVALLIS', ',', 'OR') 6
('LIVINGSTON', ',', 'NJ') 3
('SHIPPENSBURG', ',', 'PA') 1
('CRESCENT', ',', 'MO') 3
('FENTON', ',', 'MO') 1
('BALLWIN', ',', 'MO') 3
('YONKERS', ',', 'NY') 2
('MURRAY', ',', 'UT') 3
('WEST VALLEY CITY', ',', 'UT') 2
('COTTONWOOD', ',', 'UT') 4
('FORT HUACHUCA', ',', 'AZ') 1
('BRANDON', ',', 'VT') 3
('KENT', ',', 'OH') 3
('FLUSHING', ',', 'NY') 1
('BIG RAPIDS', ',', 'MI') 1
('GRAND PRAIRIE', ',', 'TX') 2
('GRAND PRAIRIE', ',', 'TX') 2
('THE COLONY', ',', 'TX') 1
('MONTEBELLO', ',', 'CA') 3
('ROCHESTER', ',', 'NY') 5
('ROCHESTER', ',', 'NY') 2
('ROCHESTER', ',', 'NY') 8
('EAST SYRACUSE', ',', 'NY') 1
('PFLUGERVILLE', ',', 'TX') 2
('SAN MARCOS', ',', 'TX') 4
('ROUND ROCK', ',', 'TX') 2
('HAYWARD', ',', 'CA') 2
('HAYWARD', ',', 'CA') 3
('HAYWARD', ',', 'CA') 5
('ALBUQUERQUE', ',', 'NM') 6
('ALBUQUERQUE', ',', 'NM') 4
('ALBUQUERQUE', ',', 'NM') 4
('MANAHAWKIN', ',', 'NJ') 1
('MOORESTOWN', ',', 'NJ') 3
('MOUNT LAUREL', ',', 'NJ') 15
('NORFOLK', ',', 'VA') 5
('NORFOLK', ',', 'VA') 2
('RALEIGH', ',', 'NC') 5
('RALEIGH', ',', 'NC') 4
('WILMER', ',', 'TX') 3
('FAYETTEVILLE', ',', 'AR') 1
('FAYETTEVILLE', ',', 'AR') 1
('ANNANDALE', ',', 'VA') 5
('PALM SPRINGS', ',', 'CA') 1
('GRASS VALLEY', ',', 'CA') 2
('MANHATTAN', ',', 'KS') 2
('EAST HARTFORD', ',', 'CT') 3
('HARTFORD', ',', 'CT') 2
('HARTFORD', ',', 'CT') 5
('HARTFORD', ',', 'CT') 3
('VISTA', ',', 'CA') 1
('VISTA', ',', 'CA') 4
('HOUSTON', ',', 'TX') 6
('HOUSTON', ',', 'TX') 2
('METHUEN', ',', 'MA') 1
('NORTH ANDOVER', ',', 'MA') 2
('COLUMBUS', ',', 'GA') 2
('COLUMBUS', ',', 'GA') 2
('JACKSONVILLE', ',', 'FL') 1
('ZELIENOPLE', ',', 'PA') 1
('TUKWILA', ',', 'WA') 5
('SEATTLE', ',', 'WA') 2
('SEATTLE', ',', 'WA') 5
('SEATTLE', ',', 'WA') 6
('SEATTLE', ',', 'WA') 4
('SEATTLE', ',', 'WA') 1
('EAST PALO ALTO', ',', 'CA') 10
('PALO ALTO', ',', 'CA') 7
('PALO ALTO', ',', 'CA') 17
('LONG BEACH', ',', 'CA') 1
('SIOUX CITY', ',', 'IA') 1
('CLINTON', ',', 'MD') 3
('RIVERDALE', ',', 'MD') 1
('PLEASANT HILL', ',', 'OR') 1
('ROSEMONT', ',', 'IL') 3
('CRYSTAL LAKE', ',', 'IL') 1
('DEERFIELD', ',', 'IL') 10
('BARRINGTON', ',', 'IL') 1
('CASTLE ROCK', ',', 'CO') 6
('ALLENSVILLE', ',', 'OH') 1
('DETROIT', ',', 'MI') 1
('DETROIT', ',', 'MI') 12
('FERNDALE', ',', 'MI') 4
('ANCHORAGE', ',', 'AK') 1
('ANCHORAGE', ',', 'AK') 1
('EL MONTE', ',', 'CA') 2
('SMYRNA', ',', 'TN') 1
('HOLLYWOOD', ',', 'FL') 1
('LOUISVILLE', ',', 'KY') 6
('LYNDON', ',', 'KY') 3
('FOREST', ',', 'VA') 1
('LUMBERTON', ',', 'NC') 1
('ATLANTA', ',', 'GA') 7
('COLLEGE PARK', ',', 'GA') 1
('ATLANTA', ',', 'GA') 1
('PETALUMA', ',', 'CA') 1
('DUNWOODY', ',', 'GA') 2
('ATLANTA', ',', 'GA') 15
('LAKE JACKSON', ',', 'TX') 1
('NEW ORLEANS', ',', 'LA') 1
('SAINT PAUL', ',', 'MN') 7
('SAINT PAUL', ',', 'MN') 10
('SAINT PAUL', ',', 'MN') 3
('LOMA LINDA', ',', 'CA') 1
('SAINT PAUL', ',', 'MN') 5
('SAINT PAUL', ',', 'MN') 6
('LAUDERDALE', ',', 'MN') 1
('OXON HILL', ',', 'MD') 1
('CENTER POINT', ',', 'AL') 2
('VESTAVIA HILLS', ',', 'AL') 5
('RED BLUFF', ',', 'CA') 5
('SHASTA', ',', 'CA') 2
('HUNTSVILLE', ',', 'AL') 1
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('ANAHEIM', ',', 'CA') 12
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('LOS ANGELES', ',', 'CA') 25
('LOS ANGELES', ',', 'CA') 2
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('CHICAGO', ',', 'IL') 2
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('FREDERICKSBURG', ',', 'VA') 2
('CHARLOTTE', ',', 'NC') 4
('CHARLOTTE', ',', 'NC') 2
('MEMPHIS', ',', 'TN') 3
('CLAREMONT', ',', 'CA') 1
('FRESNO', ',', 'CA') 1
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('LAKEVILLE', ',', 'MN') 2
('PHILADELPHIA', ',', 'PA') 2
('ISANTI', ',', 'MN') 1
('CRAFTON', ',', 'PA') 2
('EAST LIBERTY', ',', 'PA') 1
('ARSENAL', ',', 'PA') 6
('VIENNA', ',', 'VA') 2
('VIENNA', ',', 'VA') 11
('CANBY', ',', 'OR') 1
('CARLSBAD', ',', 'CA') 22
('CARLSBAD', ',', 'CA') 1
('MC KINLEYVILLE', ',', 'CA') 1
('FORT WORTH', ',', 'TX') 2
('DANIELSON', ',', 'CT') 1
('VILLA PARK', ',', 'IL') 10
('CAROL STREAM', ',', 'IL') 3
('DALLAS', ',', 'TX') 1
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('DALLAS', ',', 'TX') 2
('DALLAS', ',', 'TX') 7
('DALLAS', ',', 'TX') 9
('BALTIMORE', ',', 'MD') 11
('BALTIMORE', ',', 'MD') 11
('TUKWILA', ',', 'WA') 2
('EUDOWOOD', ',', 'MD') 4
('DALLAS', ',', 'TX') 1
('TOLEDO', ',', 'OH') 1
('KENOSHA', ',', 'WI') 1
('MUKWONAGO', ',', 'WI') 1
('CLARENCE', ',', 'NY') 2
('ZEELAND', ',', 'MI') 5
('SYRACUSE', ',', 'NY') 5
('TAMPA', ',', 'FL') 2
('TAMPA', ',', 'FL') 4
('TAMPA', ',', 'FL') 1
('TAMPA', ',', 'FL') 11
('TAMPA', ',', 'FL') 3
('TAMPA', ',', 'FL') 4
('WASHINGTON', ',', 'DC') 4
('WASHINGTON', ',', 'DC') 31
('WASHINGTON', ',', 'DC') 25
('WASHINGTON', ',', 'DC') 21
('WASHINGTON', ',', 'DC') 14
('WASHINGTON', ',', 'DC') 23
('WASHINGTON', ',', 'DC') 29
('BOCA RATON', ',', 'FL') 1
('WASHINGTON', ',', 'DC') 11
('CLIFTON PARK', ',', 'NY') 1
('FALL RIVER', ',', 'MA') 2
('TOMS RIVER', ',', 'NJ') 1
('WHITING', ',', 'IN') 2
('BLOOMFIELD', ',', 'NJ') 3
('FAIRFIELD', ',', 'NJ') 1
('EDISON', ',', 'NJ') 5
('CHARLESTON', ',', 'SC') 2
('SCOTTS VALLEY', ',', 'CA') 2
('SCOTTS VALLEY', ',', 'CA') 4
('NEW PORT RICHEY', ',', 'FL') 1
('NEW PORT RICHEY', ',', 'FL') 2
('NEW PORT RICHEY', ',', 'FL') 1
('ADEL', ',', 'IA') 1
('COOPERSTOWN', ',', 'NY') 1
('BUFORD', ',', 'GA') 4
('OXNARD', ',', 'CA') 5
('OXNARD', ',', 'CA') 2
('OXNARD', ',', 'CA') 1
('GOODVIEW', ',', 'MN') 2
('JACKSONVILLE', ',', 'FL') 2
('NORTH EDWARDS', ',', 'CA') 2
('REDDING', ',', 'CA') 1
('LEOLA', ',', 'PA') 1
('CEDAR RAPIDS', ',', 'IA') 1
('CEDAR RAPIDS', ',', 'IA') 1
('LISLE', ',', 'IL') 8
('PITTSBORO', ',', 'NC') 2
('GARY', ',', 'IN') 1
('HOUSTON', ',', 'TX') 1
('NEW YORK', ',', 'NY') 10
('NEW YORK', ',', 'NY') 7
('NEW YORK', ',', 'NY') 10
('NEW YORK', ',', 'NY') 2
('NEW YORK', ',', 'NY') 5
('NEW YORK', ',', 'NY') 3
('NEW YORK', ',', 'NY') 3
('OLYMPIA HEIGHTS', ',', 'FL') 2
('MIAMI SPRINGS', ',', 'FL') 2
('NORTH MIAMI', ',', 'FL') 1
('NORTH MIAMI BEAC', ',', 'FL') 3
('BALCONES HEIGHTS', ',', 'TX') 2
('BOSTON', ',', 'MA') 3
('SAINT PETERS', ',', 'MO') 1
('MODESTO', ',', 'CA') 2
('NASHUA', ',', 'NH') 2
('NASHUA', ',', 'NH') 3
('NASHUA', ',', 'NH') 4
('NILES', ',', 'OH') 1
('TITUSVILLE', ',', 'NJ') 1
('ARLINGTON', ',', 'VA') 2
('PORT WASHINGTON', ',', 'NY') 2
('ROSEMEAD', ',', 'CA') 3
('SAN DIMAS', ',', 'CA') 1
('MEMPHIS', ',', 'TN') 1
('HICKORY HILL', ',', 'TN') 1
('EDWARDSVILLE', ',', 'IL') 1
('PEORIA HEIGHTS', ',', 'IL') 3
('HUNTSVILLE', ',', 'TX') 2
('DOWNTOWN', ',', 'PA') 21
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('OKLAHOMA CITY', ',', 'OK') 2
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('ESCONDIDO', ',', 'CA') 2
('ENCINITAS', ',', 'CA') 2
('ESCONDIDO', ',', 'CA') 8
('ESCONDIDO', ',', 'CA') 1
('EL CAJON', ',', 'CA') 8
('COLUMBIA', ',', 'MD') 4
('COLUMBIA', ',', 'MD') 16
('ELLICOTT CITY', ',', 'MD') 3
('DANIELS', ',', 'MD') 1
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('HALETHORPE', ',', 'MD') 1
('CATONSVILLE', ',', 'MD') 3
('BALTIMORE', ',', 'MD') 1
('EL PASO', ',', 'TX') 4
('ELKHORN', ',', 'WI') 2
('SETAUKET', ',', 'NY') 1
('HONOLULU', ',', 'HI') 5
('HONOLULU', ',', 'HI') 2
('HONOLULU', ',', 'HI') 1
('JESSUP', ',', 'MD') 2
('MYERSTOWN', ',', 'PA') 1
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('TAMPA', ',', 'FL') 2
('CARROLLWOOD', ',', 'FL') 2
('GRANDVIEW', ',', 'IL') 1
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('JEROME', ',', 'IL') 1
('BOULDER', ',', 'CO') 1
('BOULDER', ',', 'CO') 4
('BOULDER', ',', 'CO') 2
('BOULDER', ',', 'CO') 7
('BRECKSVILLE', ',', 'OH') 4
('BROOKPARK', ',', 'OH') 4
('RICHMOND HEIGHTS', ',', 'OH') 6
('WESTLAKE', ',', 'OH') 1
('MOUNT PLEASANT', ',', 'SC') 1
('WASILLA', ',', 'AK') 4
('FORT WORTH', ',', 'TX') 5
('FORT WORTH', ',', 'TX') 7
('WESTPORT', ',', 'CT') 3
('ALPINE', ',', 'CA') 1
('FLORHAM PARK', ',', 'NJ') 1
('GLADSTONE', ',', 'NJ') 1
('EAST HANOVER', ',', 'NJ') 11
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('FRIDLEY', ',', 'MN') 1
('BLOOMINGTON', ',', 'MN') 1
('BLOOMINGTON', ',', 'MN') 1
('EDINA', ',', 'MN') 3
('BLOOMINGTON', ',', 'MN') 2
('EDINA', ',', 'MN') 2
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('MALDEN', ',', 'MA') 1
('JEFFERSON CITY', ',', 'MO') 4
('JEFFERSON CITY', ',', 'MO') 1
('SUNNYVALE', ',', 'CA') 10
('WARRENVILLE', ',', 'IL') 5
('WESTMONT', ',', 'IL') 2
('SUNNYVALE', ',', 'CA') 6
('SUNNYVALE', ',', 'CA') 8
('MESA', ',', 'AZ') 2
('MORTON', ',', 'WA') 1
('COLON', ',', 'NC') 2
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('NEW CASTLE', ',', 'PA') 1
('SANTA FE', ',', 'FL') 1
('DAY HEIGHTS', ',', 'OH') 1
('COPPELL', ',', 'TX') 17
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('PRINCETON', ',', 'NJ') 3
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('MITCHELL', ',', 'IL') 1
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('MONTROSE', ',', 'CA') 1
('LA VERNE', ',', 'CA') 6
('NAMPA', ',', 'ID') 1
('TWIN FALLS', ',', 'ID') 1
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('CHESAPEAKE', ',', 'VA') 2
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('TEMECULA', ',', 'CA') 2
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('SAINT MICHAEL', ',', 'MN') 2
('BURLINGTON', ',', 'MA') 8
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('TORRANCE', ',', 'CA') 20
('TORRANCE', ',', 'CA') 19
('TORRANCE', ',', 'CA') 5
('TORRANCE', ',', 'CA') 4
('TORRANCE', ',', 'CA') 10
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('SAN JOSE', ',', 'CA') 2
('SAN JOSE', ',', 'CA') 2
('SAN JOSE', ',', 'CA') 1
('SAN JOSE', ',', 'CA') 4
('SAN JOSE', ',', 'CA') 1
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('SAN JOSE', ',', 'CA') 1
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('TAMARAC', ',', 'FL') 1
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('LEXINGTON', ',', 'KY') 1
('LEXINGTON', ',', 'KY') 2
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('ARLINGTON', ',', 'VA') 23
('ARLINGTON', ',', 'VA') 10
('ARLINGTON', ',', 'VA') 37
('ARLINGTON', ',', 'VA') 6
('ARLINGTON', ',', 'VA') 3
('ARLINGTON', ',', 'VA') 3
('ARLINGTON', ',', 'VA') 4
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('MINNEAPOLIS', ',', 'MN') 25
('MINNEAPOLIS', ',', 'MN') 1
('MINNEAPOLIS', ',', 'MN') 1
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('MADISON', ',', 'WI') 4
('FITCHBURG', ',', 'WI') 3
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('MEMPHIS', ',', 'TN') 1
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('LOGAN', ',', 'UT') 2
('IRVING', ',', 'TX') 8
('IRVING', ',', 'TX') 7
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('OMAHA', ',', 'NE') 6
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('CANTON', ',', 'MI') 3
('HIGHTSTOWN', ',', 'NJ') 7
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('ROCHESTER', ',', 'NY') 1
('HOKENDAUQUA', ',', 'PA') 1
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('LOVELAND', ',', 'CO') 2
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max = ('WARREN', ',', 'NJ') 94
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('BOSTON', ',', 'MA') 6
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('PROVIDENCE', ',', 'RI') 2
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('CRANSTON', ',', 'RI') 2
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('PORTLAND', ',', 'ME') 2
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('STAMFORD', ',', 'CT') 9
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max = ('WARREN', ',', 'NJ') 94
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