From 3cec7bb62c4da20d9e982b12c30356ca3c5b77c0 Mon Sep 17 00:00:00 2001
From: yiwen <yiwenpeng@jobright.ai>
Date: Sun, 1 Oct 2023 22:07:22 +0800
Subject: [PATCH] add title seed file

---
 examples/JobSpy_Demo.py     |    2 +-
 examples/location.json      | 3838 -----------------------------------
 examples/location_seed.json |  961 +++++++++
 examples/title_seed.json    |   79 +
 4 files changed, 1041 insertions(+), 3839 deletions(-)
 delete mode 100644 examples/location.json
 create mode 100644 examples/location_seed.json
 create mode 100644 examples/title_seed.json

diff --git a/examples/JobSpy_Demo.py b/examples/JobSpy_Demo.py
index df7ae41..17755d9 100644
--- a/examples/JobSpy_Demo.py
+++ b/examples/JobSpy_Demo.py
@@ -19,7 +19,7 @@ pd.set_option('display.width', None)
 pd.set_option('display.max_colwidth', 50)  # set to 0 to see full job url / desc
 
 # fetch jobs for each location
-locations = read_location_list('location.json')
+locations = read_location_list('location_seed.json')
 for location in locations:
     try:
         jobs: pd.DataFrame = scrape_jobs(
diff --git a/examples/location.json b/examples/location.json
deleted file mode 100644
index cf48d5e..0000000
--- a/examples/location.json
+++ /dev/null
@@ -1,3838 +0,0 @@
-[
-  {
-    "name": "new york,NY",
-    "id": "102571732"
-  },
-  {
-    "name": "houston,TX",
-    "id": "103743442"
-  },
-  {
-    "name": "chicago,IL",
-    "id": "103112676"
-  },
-  {
-    "name": "brooklyn,NY",
-    "id": "104361728"
-  },
-  {
-    "name": "los angeles,CA",
-    "id": "102448103"
-  },
-  {
-    "name": "miami,FL",
-    "id": "102394087"
-  },
-  {
-    "name": "san antonio,TX",
-    "id": "102396835"
-  },
-  {
-    "name": "philadelphia,PA",
-    "id": "104937023"
-  },
-  {
-    "name": "las vegas,NV",
-    "id": "100293800"
-  },
-  {
-    "name": "bronx,NY",
-    "id": "106081027"
-  },
-  {
-    "name": "phoenix,AZ",
-    "id": "100219842"
-  },
-  {
-    "name": "dallas,TX",
-    "id": "104194190"
-  },
-  {
-    "name": "san diego,CA",
-    "id": "103918656"
-  },
-  {
-    "name": "minneapolis,MN",
-    "id": "103039849"
-  },
-  {
-    "name": "san jose,CA",
-    "id": "106233382"
-  },
-  {
-    "name": "denver,CO",
-    "id": "103736294"
-  },
-  {
-    "name": "austin,TX",
-    "id": "104472865"
-  },
-  {
-    "name": "st. louis,MO",
-    "id": "104428936"
-  },
-  {
-    "name": "indianapolis,IN",
-    "id": "100871315"
-  },
-  {
-    "name": "atlanta,GA",
-    "id": "106224388"
-  },
-  {
-    "name": "tucson,AZ",
-    "id": "103752383"
-  },
-  {
-    "name": "orlando,FL",
-    "id": "105142029"
-  },
-  {
-    "name": "portland,OR",
-    "id": "104727230"
-  },
-  {
-    "name": "seattle,WA",
-    "id": "104116203"
-  },
-  {
-    "name": "san francisco,CA",
-    "id": "102277331"
-  },
-  {
-    "name": "fort worth,TX",
-    "id": "100432370"
-  },
-  {
-    "name": "jacksonville,FL",
-    "id": "100868799"
-  },
-  {
-    "name": "milwaukee,WI",
-    "id": "105240372"
-  },
-  {
-    "name": "cincinnati,OH",
-    "id": "106310628"
-  },
-  {
-    "name": "charlotte,NC",
-    "id": "102264677"
-  },
-  {
-    "name": "columbus,OH",
-    "id": "102812094"
-  },
-  {
-    "name": "cleveland,OH",
-    "id": "102356711"
-  },
-  {
-    "name": "fort lauderdale,FL",
-    "id": "105858804"
-  },
-  {
-    "name": "sacramento,CA",
-    "id": "101857797"
-  },
-  {
-    "name": "saint paul,MN",
-    "id": "102370339"
-  },
-  {
-    "name": "el paso,TX",
-    "id": "102994360"
-  },
-  {
-    "name": "louisville,KY",
-    "id": "108449684"
-  },
-  {
-    "name": "tampa,FL",
-    "id": "105517665"
-  },
-  {
-    "name": "memphis,TN",
-    "id": "100420597"
-  },
-  {
-    "name": "pittsburgh,PA",
-    "id": "101351937"
-  },
-  {
-    "name": "detroit,MI",
-    "id": "103624908"
-  },
-  {
-    "name": "albuquerque,NM",
-    "id": "104055874"
-  },
-  {
-    "name": "oklahoma city,OK",
-    "id": "101060990"
-  },
-  {
-    "name": "washington,DC",
-    "id": "104383890"
-  },
-  {
-    "name": "fresno,CA",
-    "id": "101272817"
-  },
-  {
-    "name": "buffalo,NY",
-    "id": "103676418"
-  },
-  {
-    "name": "kansas city,MO",
-    "id": "100868311"
-  },
-  {
-    "name": "colorado springs,CO",
-    "id": "100182490"
-  },
-  {
-    "name": "bakersfield,CA",
-    "id": "103987799"
-  },
-  {
-    "name": "omaha,NE",
-    "id": "100739428"
-  },
-  {
-    "name": "birmingham,AL",
-    "id": "102905961"
-  },
-  {
-    "name": "raleigh,NC",
-    "id": "100197101"
-  },
-  {
-    "name": "dayton,OH",
-    "id": "102636075"
-  },
-  {
-    "name": "mesa,AZ",
-    "id": "100558512"
-  },
-  {
-    "name": "rochester,NY",
-    "id": "106553046"
-  },
-  {
-    "name": "long beach,CA",
-    "id": "106417510"
-  },
-  {
-    "name": "staten island,NY",
-    "id": "107093877"
-  },
-  {
-    "name": "salt lake city,UT",
-    "id": "103250458"
-  },
-  {
-    "name": "virginia beach,VA",
-    "id": "106468467"
-  },
-  {
-    "name": "nashville,TN",
-    "id": "105573479"
-  },
-  {
-    "name": "pompano beach,FL",
-    "id": "105375326"
-  },
-  {
-    "name": "hollywood,FL",
-    "id": "100035604"
-  },
-  {
-    "name": "riverside,CA",
-    "id": "101807624"
-  },
-  {
-    "name": "tulsa,OK",
-    "id": "101891230"
-  },
-  {
-    "name": "wichita,KS",
-    "id": "100652883"
-  },
-  {
-    "name": "honolulu,HI",
-    "id": "105879727"
-  },
-  {
-    "name": "knoxville,TN",
-    "id": "104362759"
-  },
-  {
-    "name": "aurora,CO",
-    "id": "106606877"
-  },
-  {
-    "name": "new orleans,LA",
-    "id": "106689237"
-  },
-  {
-    "name": "oakland,CA",
-    "id": "105883676"
-  },
-  {
-    "name": "baton rouge,LA",
-    "id": "105831158"
-  },
-  {
-    "name": "arlington,TX",
-    "id": "101920004"
-  },
-  {
-    "name": "richmond,VA",
-    "id": "102114334"
-  },
-  {
-    "name": "stockton,CA",
-    "id": "101412965"
-  },
-  {
-    "name": "anaheim,CA",
-    "id": "103593861"
-  },
-  {
-    "name": "grand rapids,MI",
-    "id": "100061294"
-  },
-  {
-    "name": "santa ana,CA",
-    "id": "104575067"
-  },
-  {
-    "name": "hialeah,FL",
-    "id": "105027134"
-  },
-  {
-    "name": "spokane,WA",
-    "id": "106141823"
-  },
-  {
-    "name": "saint petersburg,FL",
-    "id": "101759449"
-  },
-  {
-    "name": "west palm beach,FL",
-    "id": "102574077"
-  },
-  {
-    "name": "tacoma,WA",
-    "id": "104976816"
-  },
-  {
-    "name": "toledo,OH",
-    "id": "105205203"
-  },
-  {
-    "name": "spring,TX",
-    "id": "103029807"
-  },
-  {
-    "name": "corpus christi,TX",
-    "id": "105385420"
-  },
-  {
-    "name": "fort wayne,IN",
-    "id": "106502857"
-  },
-  {
-    "name": "greensboro,NC",
-    "id": "106414689"
-  },
-  {
-    "name": "littleton,CO",
-    "id": "101539691"
-  },
-  {
-    "name": "marietta,GA",
-    "id": "102746040"
-  },
-  {
-    "name": "vancouver,WA",
-    "id": "100919703"
-  },
-  {
-    "name": "lexington,KY",
-    "id": "114499923"
-  },
-  {
-    "name": "silver spring,MD",
-    "id": "106026178"
-  },
-  {
-    "name": "glendale,AZ",
-    "id": "100820980"
-  },
-  {
-    "name": "plano,TX",
-    "id": "100517351"
-  },
-  {
-    "name": "newark,NJ",
-    "id": "103913444"
-  },
-  {
-    "name": "reno,NV",
-    "id": "106693758"
-  },
-  {
-    "name": "naples,FL",
-    "id": "106919338"
-  },
-  {
-    "name": "tallahassee,FL",
-    "id": "103826715"
-  },
-  {
-    "name": "madison,WI",
-    "id": "106816259"
-  },
-  {
-    "name": "akron,OH",
-    "id": "100751619"
-  },
-  {
-    "name": "mobile,AL",
-    "id": "102725182"
-  },
-  {
-    "name": "scottsdale,AZ",
-    "id": "100855814"
-  },
-  {
-    "name": "lincoln,NE",
-    "id": "106469669"
-  },
-  {
-    "name": "henderson,NV",
-    "id": "104093424"
-  },
-  {
-    "name": "durham,NC",
-    "id": "101915197"
-  },
-  {
-    "name": "chandler,AZ",
-    "id": "106777968"
-  },
-  {
-    "name": "modesto,CA",
-    "id": "101671045"
-  },
-  {
-    "name": "pensacola,FL",
-    "id": "100939624"
-  },
-  {
-    "name": "lubbock,TX",
-    "id": "104916159"
-  },
-  {
-    "name": "katy,TX",
-    "id": "100015543"
-  },
-  {
-    "name": "winston-salem,NC",
-    "id": "105231863"
-  },
-  {
-    "name": "salem,OR",
-    "id": "102572422"
-  },
-  {
-    "name": "laredo,TX",
-    "id": "102139061"
-  },
-  {
-    "name": "jersey city,NJ",
-    "id": "102340689"
-  },
-  {
-    "name": "norfolk,VA",
-    "id": "104167482"
-  },
-  {
-    "name": "anchorage,AK",
-    "id": "101830238"
-  },
-  {
-    "name": "chula vista,CA",
-    "id": "101748722"
-  },
-  {
-    "name": "fayetteville,NC",
-    "id": "105388224"
-  },
-  {
-    "name": "lakeland,FL",
-    "id": "105946785"
-  },
-  {
-    "name": "san bernardino,CA",
-    "id": "100493522"
-  },
-  {
-    "name": "boise,ID",
-    "id": "102381687"
-  },
-  {
-    "name": "corona,CA",
-    "id": "105653395"
-  },
-  {
-    "name": "sarasota,FL",
-    "id": "101696514"
-  },
-  {
-    "name": "paradise,NV",
-    "id": "103184336"
-  },
-  {
-    "name": "north hempstead,NY",
-    "id": "101079574"
-  },
-  {
-    "name": "syracuse,NY",
-    "id": "103650796"
-  },
-  {
-    "name": "savannah,GA",
-    "id": "104139580"
-  },
-  {
-    "name": "lawrenceville,GA",
-    "id": "102112377"
-  },
-  {
-    "name": "kissimmee,FL",
-    "id": "103000454"
-  },
-  {
-    "name": "shreveport,LA",
-    "id": "106758579"
-  },
-  {
-    "name": "garland,TX",
-    "id": "106010780"
-  },
-  {
-    "name": "trenton,NJ",
-    "id": "106456622"
-  },
-  {
-    "name": "fort myers,FL",
-    "id": "104948205"
-  },
-  {
-    "name": "chesapeake,VA",
-    "id": "106976053"
-  },
-  {
-    "name": "fontana,CA",
-    "id": "107125851"
-  },
-  {
-    "name": "amarillo,TX",
-    "id": "101286062"
-  },
-  {
-    "name": "springfield,MO",
-    "id": "104102413"
-  },
-  {
-    "name": "irving,TX",
-    "id": "102387510"
-  },
-  {
-    "name": "bradenton,FL",
-    "id": "104210745"
-  },
-  {
-    "name": "lake worth,FL",
-    "id": "103594971"
-  },
-  {
-    "name": "wilmington,DE",
-    "id": "105138576"
-  },
-  {
-    "name": "boston,MA",
-    "id": "102380872"
-  },
-  {
-    "name": "montgomery,AL",
-    "id": "105392391"
-  },
-  {
-    "name": "north las vegas,NV",
-    "id": "102801014"
-  },
-  {
-    "name": "little rock,AR",
-    "id": "104302746"
-  },
-  {
-    "name": "fremont,CA",
-    "id": "106138232"
-  },
-  {
-    "name": "irvine,CA",
-    "id": "103575230"
-  },
-  {
-    "name": "des moines,IA",
-    "id": "105056705"
-  },
-  {
-    "name": "oxnard,CA",
-    "id": "102866614"
-  },
-  {
-    "name": "gilbert,AZ",
-    "id": "104278762"
-  },
-  {
-    "name": "boca raton,FL",
-    "id": "103462227"
-  },
-  {
-    "name": "ocala,FL",
-    "id": "101456977"
-  },
-  {
-    "name": "aurora,IL",
-    "id": "104382747"
-  },
-  {
-    "name": "providence,RI",
-    "id": "106094923"
-  },
-  {
-    "name": "augusta,GA",
-    "id": "108959117"
-  },
-  {
-    "name": "chattanooga,TN",
-    "id": "100380745"
-  },
-  {
-    "name": "gainesville,FL",
-    "id": "101080674"
-  },
-  {
-    "name": "brownsville,TX",
-    "id": "102713810"
-  },
-  {
-    "name": "spring valley,NV",
-    "id": "104947139"
-  },
-  {
-    "name": "moreno valley,CA",
-    "id": "102498537"
-  },
-  {
-    "name": "sunrise manor,NV",
-    "id": "100115532"
-  },
-  {
-    "name": "eugene,OR",
-    "id": "101560118"
-  },
-  {
-    "name": "huntington beach,CA",
-    "id": "106683099"
-  },
-  {
-    "name": "huntsville,AL",
-    "id": "105142920"
-  },
-  {
-    "name": "whittier,CA",
-    "id": "106764122"
-  },
-  {
-    "name": "port st. lucie,FL",
-    "id": "106921907"
-  },
-  {
-    "name": "rockford,IL",
-    "id": "106717984"
-  },
-  {
-    "name": "oceanside,CA",
-    "id": "104648452"
-  },
-  {
-    "name": "erie,PA",
-    "id": "103427991"
-  },
-  {
-    "name": "ogden,UT",
-    "id": "105219479"
-  },
-  {
-    "name": "wilmington,NC",
-    "id": "105138576"
-  },
-  {
-    "name": "woodbridge,VA",
-    "id": "102882984"
-  },
-  {
-    "name": "beaverton,OR",
-    "id": "105599308"
-  },
-  {
-    "name": "evansville,IN",
-    "id": "103041884"
-  },
-  {
-    "name": "lancaster,CA",
-    "id": "102139694"
-  },
-  {
-    "name": "salinas,CA",
-    "id": "102927973"
-  },
-  {
-    "name": "worcester,MA",
-    "id": "104689951"
-  },
-  {
-    "name": "newport news,VA",
-    "id": "100789246"
-  },
-  {
-    "name": "green bay,WI",
-    "id": "105135127"
-  },
-  {
-    "name": "yonkers,NY",
-    "id": "100076283"
-  },
-  {
-    "name": "hayward,CA",
-    "id": "104146296"
-  },
-  {
-    "name": "fort collins,CO",
-    "id": "104469362"
-  },
-  {
-    "name": "york,PA",
-    "id": "103985207"
-  },
-  {
-    "name": "jackson,MS",
-    "id": "100853037"
-  },
-  {
-    "name": "grand prairie,TX",
-    "id": "105824153"
-  },
-  {
-    "name": "torrance,CA",
-    "id": "100472399"
-  },
-  {
-    "name": "columbus,GA",
-    "id": "102812094"
-  },
-  {
-    "name": "glendale,CA",
-    "id": "105854906"
-  },
-  {
-    "name": "garden grove,CA",
-    "id": "101479894"
-  },
-  {
-    "name": "clearwater,FL",
-    "id": "103147193"
-  },
-  {
-    "name": "escondido,CA",
-    "id": "105894845"
-  },
-  {
-    "name": "palmdale,CA",
-    "id": "103726782"
-  },
-  {
-    "name": "overland park,KS",
-    "id": "104027599"
-  },
-  {
-    "name": "decatur,GA",
-    "id": "105420557"
-  },
-  {
-    "name": "new haven,CT",
-    "id": "101911097"
-  },
-  {
-    "name": "tempe,AZ",
-    "id": "101526294"
-  },
-  {
-    "name": "mission,TX",
-    "id": "106574339"
-  },
-  {
-    "name": "olympia,WA",
-    "id": "104651760"
-  },
-  {
-    "name": "ontario,CA",
-    "id": "104039150"
-  },
-  {
-    "name": "allentown,PA",
-    "id": "106588646"
-  },
-  {
-    "name": "macon,GA",
-    "id": "114700719"
-  },
-  {
-    "name": "roanoke,VA",
-    "id": "102318275"
-  },
-  {
-    "name": "alpharetta,GA",
-    "id": "105409290"
-  },
-  {
-    "name": "harrisburg,PA",
-    "id": "101287892"
-  },
-  {
-    "name": "rancho cucamonga,CA",
-    "id": "105128225"
-  },
-  {
-    "name": "el cajon,CA",
-    "id": "104918729"
-  },
-  {
-    "name": "topeka,KS",
-    "id": "104003859"
-  },
-  {
-    "name": "youngstown,OH",
-    "id": "103411473"
-  },
-  {
-    "name": "flint,MI",
-    "id": "102916975"
-  },
-  {
-    "name": "elk grove,CA",
-    "id": "107065252"
-  },
-  {
-    "name": "schenectady,NY",
-    "id": "103556916"
-  },
-  {
-    "name": "lansing,MI",
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-  {
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-  },
-  {
-    "name": "wilson,NC",
-    "id": "104001298"
-  },
-  {
-    "name": "woodland,CA",
-    "id": "107169578"
-  },
-  {
-    "name": "carrollton,GA",
-    "id": "106067336"
-  },
-  {
-    "name": "reston,VA",
-    "id": "104290390"
-  },
-  {
-    "name": "kendale lakes,FL",
-    "id": "101699540"
-  },
-  {
-    "name": "burleson,TX",
-    "id": "101452452"
-  },
-  {
-    "name": "phenix city,AL",
-    "id": "101200025"
-  },
-  {
-    "name": "azusa,CA",
-    "id": "106551858"
-  },
-  {
-    "name": "saint clair shores,MI",
-    "id": "106796250"
-  },
-  {
-    "name": "crystal lake,IL",
-    "id": "105808369"
-  },
-  {
-    "name": "lilburn,GA",
-    "id": "101520516"
-  },
-  {
-    "name": "newark,OH",
-    "id": "107042221"
-  },
-  {
-    "name": "lancaster,OH",
-    "id": "105052252"
-  },
-  {
-    "name": "malden,MA",
-    "id": "103166398"
-  },
-  {
-    "name": "wheaton,IL",
-    "id": "102077563"
-  },
-  {
-    "name": "greensburg,PA",
-    "id": "106622723"
-  },
-  {
-    "name": "loganville,GA",
-    "id": "100220604"
-  },
-  {
-    "name": "carmichael,CA",
-    "id": "104339825"
-  },
-  {
-    "name": "hempstead,NY",
-    "id": "106943085"
-  },
-  {
-    "name": "hendersonville,TN",
-    "id": "102831213"
-  },
-  {
-    "name": "fontainebleau,FL",
-    "id": "105448137"
-  },
-  {
-    "name": "new castle,DE",
-    "id": "103470446"
-  },
-  {
-    "name": "lake forest,CA",
-    "id": "106201288"
-  },
-  {
-    "name": "bartlett,TN",
-    "id": "104231204"
-  },
-  {
-    "name": "apex,NC",
-    "id": "103871299"
-  },
-  {
-    "name": "spring valley,NY",
-    "id": "104947139"
-  },
-  {
-    "name": "the hammocks,FL",
-    "id": "105277738"
-  },
-  {
-    "name": "albany,OR",
-    "id": "105134015"
-  },
-  {
-    "name": "bozeman,MT",
-    "id": "104288072"
-  },
-  {
-    "name": "martinsburg,WV",
-    "id": "103856641"
-  },
-  {
-    "name": "wesley chapel,FL",
-    "id": "106556098"
-  },
-  {
-    "name": "novato,CA",
-    "id": "104439723"
-  },
-  {
-    "name": "grove city,OH",
-    "id": "105557188"
-  },
-  {
-    "name": "east saint louis,IL",
-    "id": "103414016"
-  },
-  {
-    "name": "tamiami,FL",
-    "id": "105067092"
-  },
-  {
-    "name": "chicago heights,IL",
-    "id": "104396020"
-  },
-  {
-    "name": "medford,MA",
-    "id": "106466161"
-  },
-  {
-    "name": "chillicothe,OH",
-    "id": "106423490"
-  },
-  {
-    "name": "farmington,NM",
-    "id": "103689979"
-  },
-  {
-    "name": "dearborn heights,MI",
-    "id": "101047794"
-  },
-  {
-    "name": "riverdale,GA",
-    "id": "105571889"
-  },
-  {
-    "name": "howell,MI",
-    "id": "105520225"
-  },
-  {
-    "name": "lake city,FL",
-    "id": "100681531"
-  },
-  {
-    "name": "paducah,KY",
-    "id": "105406589"
-  },
-  {
-    "name": "golden,CO",
-    "id": "106895393"
-  },
-  {
-    "name": "yukon,OK",
-    "id": "100667382"
-  },
-  {
-    "name": "lutz,FL",
-    "id": "102758368"
-  },
-  {
-    "name": "lompoc,CA",
-    "id": "102056316"
-  },
-  {
-    "name": "gilroy,CA",
-    "id": "100712040"
-  },
-  {
-    "name": "midwest city,OK",
-    "id": "103486674"
-  },
-  {
-    "name": "rocklin,CA",
-    "id": "102311830"
-  },
-  {
-    "name": "royal oak,MI",
-    "id": "105228718"
-  },
-  {
-    "name": "westminster,MD",
-    "id": "105780205"
-  },
-  {
-    "name": "roswell,NM",
-    "id": "105654928"
-  },
-  {
-    "name": "oak lawn,IL",
-    "id": "100148796"
-  },
-  {
-    "name": "mchenry,IL",
-    "id": "103138751"
-  },
-  {
-    "name": "goshen,IN",
-    "id": "101186281"
-  },
-  {
-    "name": "new baltimore,MI",
-    "id": "100670402"
-  },
-  {
-    "name": "castro valley,CA",
-    "id": "106391731"
-  },
-  {
-    "name": "downers grove,IL",
-    "id": "101682691"
-  },
-  {
-    "name": "colton,CA",
-    "id": "101465942"
-  },
-  {
-    "name": "painesville,OH",
-    "id": "102692105"
-  },
-  {
-    "name": "altamonte springs,FL",
-    "id": "105629525"
-  },
-  {
-    "name": "marrero,LA",
-    "id": "105305774"
-  },
-  {
-    "name": "st. charles,IL",
-    "id": "104833843"
-  },
-  {
-    "name": "plymouth,MA",
-    "id": "101780693"
-  },
-  {
-    "name": "freehold township,NJ",
-    "id": "103396290"
-  },
-  {
-    "name": "butler,PA",
-    "id": "106598094"
-  },
-  {
-    "name": "shoreline,WA",
-    "id": "105773780"
-  },
-  {
-    "name": "rockwall,TX",
-    "id": "101365589"
-  },
-  {
-    "name": "palm desert,CA",
-    "id": "104084539"
-  },
-  {
-    "name": "blue springs,MO",
-    "id": "106883872"
-  },
-  {
-    "name": "fountain valley,CA",
-    "id": "107169614"
-  },
-  {
-    "name": "annandale,VA",
-    "id": "107591106"
-  },
-  {
-    "name": "piscataway township,NJ",
-    "id": "107947409"
-  },
-  {
-    "name": "mishawaka,IN",
-    "id": "102017374"
-  },
-  {
-    "name": "monroe,MI",
-    "id": "106705322"
-  }
-]
\ No newline at end of file
diff --git a/examples/location_seed.json b/examples/location_seed.json
new file mode 100644
index 0000000..92b62c6
--- /dev/null
+++ b/examples/location_seed.json
@@ -0,0 +1,961 @@
+[
+  "new york,NY",
+  "houston,TX",
+  "chicago,IL",
+  "brooklyn,NY",
+  "los angeles,CA",
+  "miami,FL",
+  "san antonio,TX",
+  "philadelphia,PA",
+  "las vegas,NV",
+  "bronx,NY",
+  "phoenix,AZ",
+  "dallas,TX",
+  "san diego,CA",
+  "minneapolis,MN",
+  "san jose,CA",
+  "denver,CO",
+  "austin,TX",
+  "st. louis,MO",
+  "indianapolis,IN",
+  "atlanta,GA",
+  "tucson,AZ",
+  "orlando,FL",
+  "portland,OR",
+  "seattle,WA",
+  "san francisco,CA",
+  "fort worth,TX",
+  "jacksonville,FL",
+  "milwaukee,WI",
+  "cincinnati,OH",
+  "charlotte,NC",
+  "columbus,OH",
+  "cleveland,OH",
+  "fort lauderdale,FL",
+  "sacramento,CA",
+  "saint paul,MN",
+  "el paso,TX",
+  "louisville,KY",
+  "tampa,FL",
+  "memphis,TN",
+  "pittsburgh,PA",
+  "detroit,MI",
+  "albuquerque,NM",
+  "oklahoma city,OK",
+  "washington,DC",
+  "fresno,CA",
+  "buffalo,NY",
+  "kansas city,MO",
+  "colorado springs,CO",
+  "bakersfield,CA",
+  "omaha,NE",
+  "birmingham,AL",
+  "raleigh,NC",
+  "dayton,OH",
+  "mesa,AZ",
+  "rochester,NY",
+  "long beach,CA",
+  "staten island,NY",
+  "salt lake city,UT",
+  "virginia beach,VA",
+  "nashville,TN",
+  "pompano beach,FL",
+  "hollywood,FL",
+  "riverside,CA",
+  "tulsa,OK",
+  "wichita,KS",
+  "honolulu,HI",
+  "knoxville,TN",
+  "aurora,CO",
+  "new orleans,LA",
+  "oakland,CA",
+  "baton rouge,LA",
+  "arlington,TX",
+  "richmond,VA",
+  "stockton,CA",
+  "anaheim,CA",
+  "grand rapids,MI",
+  "santa ana,CA",
+  "hialeah,FL",
+  "spokane,WA",
+  "saint petersburg,FL",
+  "west palm beach,FL",
+  "tacoma,WA",
+  "toledo,OH",
+  "spring,TX",
+  "corpus christi,TX",
+  "fort wayne,IN",
+  "greensboro,NC",
+  "littleton,CO",
+  "marietta,GA",
+  "vancouver,WA",
+  "lexington,KY",
+  "silver spring,MD",
+  "glendale,AZ",
+  "plano,TX",
+  "newark,NJ",
+  "reno,NV",
+  "naples,FL",
+  "tallahassee,FL",
+  "madison,WI",
+  "akron,OH",
+  "mobile,AL",
+  "scottsdale,AZ",
+  "lincoln,NE",
+  "henderson,NV",
+  "durham,NC",
+  "chandler,AZ",
+  "modesto,CA",
+  "pensacola,FL",
+  "lubbock,TX",
+  "katy,TX",
+  "winston-salem,NC",
+  "salem,OR",
+  "laredo,TX",
+  "jersey city,NJ",
+  "norfolk,VA",
+  "anchorage,AK",
+  "chula vista,CA",
+  "fayetteville,NC",
+  "lakeland,FL",
+  "san bernardino,CA",
+  "boise,ID",
+  "corona,CA",
+  "sarasota,FL",
+  "paradise,NV",
+  "north hempstead,NY",
+  "syracuse,NY",
+  "savannah,GA",
+  "lawrenceville,GA",
+  "kissimmee,FL",
+  "shreveport,LA",
+  "garland,TX",
+  "trenton,NJ",
+  "fort myers,FL",
+  "chesapeake,VA",
+  "fontana,CA",
+  "amarillo,TX",
+  "springfield,MO",
+  "irving,TX",
+  "bradenton,FL",
+  "lake worth,FL",
+  "wilmington,DE",
+  "boston,MA",
+  "montgomery,AL",
+  "north las vegas,NV",
+  "little rock,AR",
+  "fremont,CA",
+  "irvine,CA",
+  "des moines,IA",
+  "oxnard,CA",
+  "gilbert,AZ",
+  "boca raton,FL",
+  "ocala,FL",
+  "aurora,IL",
+  "providence,RI",
+  "augusta,GA",
+  "chattanooga,TN",
+  "gainesville,FL",
+  "brownsville,TX",
+  "spring valley,NV",
+  "moreno valley,CA",
+  "sunrise manor,NV",
+  "eugene,OR",
+  "huntington beach,CA",
+  "huntsville,AL",
+  "whittier,CA",
+  "port st. lucie,FL",
+  "rockford,IL",
+  "oceanside,CA",
+  "erie,PA",
+  "ogden,UT",
+  "wilmington,NC",
+  "woodbridge,VA",
+  "beaverton,OR",
+  "evansville,IN",
+  "lancaster,CA",
+  "salinas,CA",
+  "worcester,MA",
+  "newport news,VA",
+  "green bay,WI",
+  "yonkers,NY",
+  "hayward,CA",
+  "fort collins,CO",
+  "york,PA",
+  "jackson,MS",
+  "grand prairie,TX",
+  "torrance,CA",
+  "columbus,GA",
+  "glendale,CA",
+  "garden grove,CA",
+  "clearwater,FL",
+  "escondido,CA",
+  "palmdale,CA",
+  "overland park,KS",
+  "decatur,GA",
+  "new haven,CT",
+  "tempe,AZ",
+  "mission,TX",
+  "olympia,WA",
+  "ontario,CA",
+  "allentown,PA",
+  "macon,GA",
+  "roanoke,VA",
+  "alpharetta,GA",
+  "harrisburg,PA",
+  "rancho cucamonga,CA",
+  "el cajon,CA",
+  "topeka,KS",
+  "youngstown,OH",
+  "flint,MI",
+  "elk grove,CA",
+  "schenectady,NY",
+  "lansing,MI",
+  "sioux falls,SD",
+  "naperville,IL",
+  "kalamazoo,MI",
+  "murfreesboro,TN",
+  "ann arbor,MI",
+  "peoria,AZ",
+  "cape coral,FL",
+  "fredericksburg,VA",
+  "everett,WA",
+  "boynton beach,FL",
+  "homestead,FL",
+  "lakewood,CO",
+  "pomona,CA",
+  "north township,IN",
+  "pasadena,CA",
+  "fairfax,VA",
+  "pueblo,CO",
+  "clarksville,TN",
+  "lafayette,LA",
+  "albany,NY",
+  "hyattsville,MD",
+  "kansas city,KS",
+  "sugar land,TX",
+  "waco,TX",
+  "kent,WA",
+  "canton,OH",
+  "paterson,NJ",
+  "pasadena,TX",
+  "south bend,IN",
+  "mckinney,TX",
+  "bridgeport,CT",
+  "tyler,TX",
+  "springfield,MA",
+  "las cruces,NM",
+  "beaumont,TX",
+  "visalia,CA",
+  "springfield,IL",
+  "yuma,AZ",
+  "edmond,OK",
+  "orange,CA",
+  "renton,WA",
+  "mesquite,TX",
+  "sunnyvale,CA",
+  "miramar,FL",
+  "melbourne,FL",
+  "denton,TX",
+  "round rock,TX",
+  "columbia,MO",
+  "newark,DE",
+  "manassas,VA",
+  "odessa,TX",
+  "metairie,LA",
+  "ramapo,NY",
+  "peoria,IL",
+  "saginaw,MI",
+  "gaithersburg,MD",
+  "inglewood,CA",
+  "compton,CA",
+  "fullerton,CA",
+  "saint charles,MO",
+  "hamilton,OH",
+  "midland,TX",
+  "cedar rapids,IA",
+  "killeen,TX",
+  "warren,MI",
+  "santa maria,CA",
+  "santa barbara,CA",
+  "san mateo,CA",
+  "mcallen,TX",
+  "cary,NC",
+  "bellevue,WA",
+  "humble,TX",
+  "rockville,MD",
+  "victorville,CA",
+  "conroe,TX",
+  "olathe,KS",
+  "west valley city,UT",
+  "sterling heights,MI",
+  "cumming,GA",
+  "puyallup,WA",
+  "muskegon,MI",
+  "joliet,IL",
+  "billings,MT",
+  "racine,WI",
+  "bloomington,IN",
+  "simi valley,CA",
+  "yakima,WA",
+  "lake charles,LA",
+  "abilene,TX",
+  "hartford,CT",
+  "concord,CA",
+  "independence,MO",
+  "bethlehem,PA",
+  "roseville,CA",
+  "cypress,TX",
+  "stamford,CT",
+  "toms river,NJ",
+  "arvada,CO",
+  "boulder,CO",
+  "gainesville,GA",
+  "asheville,NC",
+  "frederick,MD",
+  "frisco,TX",
+  "surprise,AZ",
+  "carrollton,TX",
+  "myrtle beach,SC",
+  "vallejo,CA",
+  "berkeley,CA",
+  "panama city,FL",
+  "rochester,MN",
+  "hemet,CA",
+  "bellingham,WA",
+  "broken arrow,OK",
+  "longmont,CO",
+  "elgin,IL",
+  "duluth,MN",
+  "appleton,WI",
+  "falls church,VA",
+  "high point,NC",
+  "murrieta,CA",
+  "santa clara,CA",
+  "la puente,CA",
+  "spring hill,FL",
+  "new port richey,FL",
+  "temecula,CA",
+  "norman,OK",
+  "west jordan,UT",
+  "provo,UT",
+  "kenosha,WI",
+  "tuscaloosa,AL",
+  "ventura,CA",
+  "pearland,TX",
+  "charlottesville,VA",
+  "stone mountain,GA",
+  "vista,CA",
+  "downey,CA",
+  "redding,CA",
+  "costa mesa,CA",
+  "waterbury,CT",
+  "centennial,CO",
+  "sparks,NV",
+  "st. augustine,FL",
+  "clovis,CA",
+  "miami beach,FL",
+  "lewisville,TX",
+  "florissant,MO",
+  "greenville,NC",
+  "west covina,CA",
+  "fargo,ND",
+  "daly city,CA",
+  "rock hill,SC",
+  "delray beach,FL",
+  "spartanburg,SC",
+  "bothell,WA",
+  "burbank,CA",
+  "sandy springs,GA",
+  "lowell,MA",
+  "tracy,CA",
+  "perris,CA",
+  "chico,CA",
+  "jurupa valley,CA",
+  "fairfield,CA",
+  "vero beach,FL",
+  "sandy,UT",
+  "norwalk,CA",
+  "bend,OR",
+  "cambridge,MA",
+  "douglasville,GA",
+  "carlsbad,CA",
+  "davie,FL",
+  "college station,TX",
+  "palm bay,FL",
+  "san leandro,CA",
+  "concord,NC",
+  "nampa,ID",
+  "redwood city,CA",
+  "springfield,VA",
+  "bowling green,KY",
+  "jackson,MI",
+  "duluth,GA",
+  "san angelo,TX",
+  "largo,FL",
+  "auburn,WA",
+  "baytown,TX",
+  "grand junction,CO",
+  "antioch,CA",
+  "gastonia,NC",
+  "davenport,IA",
+  "longview,TX",
+  "laurel,MD",
+  "wichita falls,TX",
+  "springfield,OH",
+  "idaho falls,ID",
+  "albany,GA",
+  "rialto,CA",
+  "greeley,CO",
+  "bell gardens,CA",
+  "scranton,PA",
+  "edison,NJ",
+  "englewood,CO",
+  "hesperia,CA",
+  "vacaville,CA",
+  "daytona beach,FL",
+  "richardson,TX",
+  "ypsilanti,MI",
+  "lynchburg,VA",
+  "madera,CA",
+  "waukegan,IL",
+  "arden-arcade,CA",
+  "elizabeth,NJ",
+  "dearborn,MI",
+  "lafayette,IN",
+  "santa cruz,CA",
+  "spokane valley,WA",
+  "merced,CA",
+  "richmond,TX",
+  "elkhart,IN",
+  "rochester,MI",
+  "livonia,MI",
+  "lee's summit,MO",
+  "charleston,WV",
+  "winter haven,FL",
+  "belleville,IL",
+  "roswell,GA",
+  "terre haute,IN",
+  "bowie,MD",
+  "hagerstown,MD",
+  "columbia,MD",
+  "keller,TX",
+  "waukesha,WI",
+  "new bedford,MA",
+  "mission viejo,CA",
+  "plainfield,IL",
+  "south gate,CA",
+  "sunrise,FL",
+  "lawrence,KS",
+  "napa,CA",
+  "muncie,IN",
+  "brockton,MA",
+  "valdosta,GA",
+  "anderson,SC",
+  "lawton,OK",
+  "allen,TX",
+  "hawthorne,CA",
+  "mansfield,OH",
+  "hillsboro,OR",
+  "lynnwood,WA",
+  "lakewood township,NJ",
+  "kennesaw,GA",
+  "ballwin,MO",
+  "palo alto,CA",
+  "broomfield,CO",
+  "quincy,MA",
+  "battle creek,MI",
+  "annapolis,MD",
+  "johnson city,TN",
+  "santa monica,CA",
+  "jacksonville,NC",
+  "acworth,GA",
+  "missouri city,TX",
+  "federal way,WA",
+  "chapel hill,NC",
+  "greenburgh,NY",
+  "missoula,MT",
+  "el monte,CA",
+  "mcdonough,GA",
+  "franklin,TN",
+  "rapid city,SD",
+  "lynn,MA",
+  "lithonia,GA",
+  "canton,MI",
+  "kennewick,WA",
+  "fort smith,AR",
+  "des plaines,IL",
+  "westminster,CA",
+  "holland,MI",
+  "jupiter,FL",
+  "o'fallon,MO",
+  "fayetteville,AR",
+  "bryan,TX",
+  "san marcos,CA",
+  "woodstock,GA",
+  "fort pierce,FL",
+  "rio rancho,NM",
+  "cleveland,TN",
+  "champaign,IL",
+  "deltona,FL",
+  "orem,UT",
+  "midlothian,VA",
+  "fall river,MA",
+  "apopka,FL",
+  "farmington,MI",
+  "decatur,IL",
+  "morgantown,WV",
+  "indio,CA",
+  "harlingen,TX",
+  "kingsport,TN",
+  "herndon,VA",
+  "saint joseph,MO",
+  "lima,OH",
+  "poughkeepsie,NY",
+  "monroe,LA",
+  "medford,OR",
+  "nashua,NH",
+  "jackson,TN",
+  "clarkstown,NY",
+  "cheyenne,WY",
+  "covington,GA",
+  "norristown,PA",
+  "westerville,OH",
+  "sioux city,IA",
+  "bloomington,MN",
+  "upper marlboro,MD",
+  "springdale,AR",
+  "riverview,FL",
+  "norwalk,CT",
+  "williamsburg,VA",
+  "gary,IN",
+  "buford,GA",
+  "slidell,LA",
+  "hoover,AL",
+  "lehigh acres,FL",
+  "parker,CO",
+  "bremerton,WA",
+  "newnan,GA",
+  "pittsburg,CA",
+  "cicero,IL",
+  "suffolk,VA",
+  "flagstaff,AZ",
+  "johns creek,GA",
+  "bloomington,IL",
+  "westland,MI",
+  "meridian,ID",
+  "gardena,CA",
+  "citrus heights,CA",
+  "sumter,SC",
+  "livermore,CA",
+  "chino,CA",
+  "easton,PA",
+  "conyers,GA",
+  "clifton,NJ",
+  "gulfport,MS",
+  "houma,LA",
+  "milton,FL",
+  "carson,CA",
+  "alhambra,CA",
+  "glen burnie,MD",
+  "germantown,MD",
+  "loveland,CO",
+  "hattiesburg,MS",
+  "walnut creek,CA",
+  "watsonville,CA",
+  "ashburn,VA",
+  "binghamton,NY",
+  "clermont,FL",
+  "maryville,TN",
+  "owensboro,KY",
+  "jonesboro,GA",
+  "warner robins,GA",
+  "eau claire,WI",
+  "farmington hills,MI",
+  "troy,MI",
+  "danbury,CT",
+  "tustin,CA",
+  "oshkosh,WI",
+  "brooklyn park,MN",
+  "dalton,GA",
+  "dothan,AL",
+  "ellicott city,MD",
+  "buena park,CA",
+  "bethesda,MD",
+  "arlington heights,IL",
+  "lakewood,CA",
+  "sterling,VA",
+  "brandon,FL",
+  "macomb township,MI",
+  "palm coast,FL",
+  "dallas,GA",
+  "anderson,IN",
+  "middletown,OH",
+  "parma,OH",
+  "evanston,IL",
+  "hickory,NC",
+  "greenwood,IN",
+  "covina,CA",
+  "new braunfels,TX",
+  "utica,MI",
+  "valparaiso,IN",
+  "thousand oaks,CA",
+  "sanford,FL",
+  "bismarck,ND",
+  "waldorf,MD",
+  "pocatello,ID",
+  "bloomington township,IL",
+  "gresham,OR",
+  "palatine,IL",
+  "camarillo,CA",
+  "iowa city,IA",
+  "apple valley,CA",
+  "warwick,RI",
+  "turlock,CA",
+  "jonesboro,AR",
+  "conway,AR",
+  "redmond,WA",
+  "stafford,VA",
+  "carmel,IN",
+  "upland,CA",
+  "porterville,CA",
+  "lexington,NC",
+  "monroe,NC",
+  "yuba city,CA",
+  "bellflower,CA",
+  "baldwin park,CA",
+  "lawrence,MA",
+  "norcross,GA",
+  "schaumburg,IL",
+  "warren,OH",
+  "southfield,MI",
+  "smyrna,GA",
+  "greer,SC",
+  "redondo beach,CA",
+  "huntington park,CA",
+  "huntington,WV",
+  "st. george,UT",
+  "avondale,AZ",
+  "chino hills,CA",
+  "kirkland,WA",
+  "wilkes-barre,PA",
+  "mountain view,CA",
+  "snellville,GA",
+  "plant city,FL",
+  "st. cloud,MN",
+  "palm harbor,FL",
+  "davis,CA",
+  "simpsonville,SC",
+  "manteca,CA",
+  "rochester hills,MI",
+  "brick,NJ",
+  "springfield,OR",
+  "somerville,MA",
+  "alameda,CA",
+  "redlands,CA",
+  "leesburg,VA",
+  "fishers,IN",
+  "hammond,IN",
+  "brighton,CO",
+  "san ramon,CA",
+  "new rochelle,NY",
+  "bolingbrook,IL",
+  "kokomo,IN",
+  "new britain,CT",
+  "marysville,WA",
+  "temple,TX",
+  "lodi,CA",
+  "mount pleasant,SC",
+  "janesville,WI",
+  "waipahu,HI",
+  "joplin,MO",
+  "opa-locka,FL",
+  "folsom,CA",
+  "great falls,MT",
+  "goldsboro,NC",
+  "oviedo,FL",
+  "rocky mount,NC",
+  "lauderhill,FL",
+  "rogers,AR",
+  "utica,NY",
+  "council bluffs,IA",
+  "pleasanton,CA",
+  "san tan valley,AZ",
+  "north charleston,SC",
+  "orange park,FL",
+  "league city,TX",
+  "waterford township,MI",
+  "plainfield,NJ",
+  "winter park,FL",
+  "bessemer,AL",
+  "pawtucket,RI",
+  "denham springs,LA",
+  "johnstown,PA",
+  "dubuque,IA",
+  "cherry hill,NJ",
+  "troy,NY",
+  "weston,FL",
+  "cranston,RI",
+  "pharr,TX",
+  "petaluma,CA",
+  "san rafael,CA",
+  "winchester,VA",
+  "traverse city,MI",
+  "white plains,NY",
+  "la mesa,CA",
+  "passaic,NJ",
+  "bossier city,LA",
+  "mooresville,NC",
+  "woodbury,MN",
+  "parkville,MD",
+  "lynwood,CA",
+  "tulare,CA",
+  "union city,CA",
+  "aiken,SC",
+  "shawnee,KS",
+  "north little rock,AR",
+  "dover,DE",
+  "statesville,NC",
+  "casper,WY",
+  "dublin,OH",
+  "casas adobes,AZ",
+  "lake elsinore,CA",
+  "pflugerville,TX",
+  "brandon,MS",
+  "port charlotte,FL",
+  "centreville,VA",
+  "jefferson city,MO",
+  "palm beach gardens,FL",
+  "framingham,MA",
+  "kenner,LA",
+  "pasco,WA",
+  "sanford,NC",
+  "tomball,TX",
+  "lorain,OH",
+  "grants pass,OR",
+  "bay city,MI",
+  "layton,UT",
+  "matthews,NC",
+  "la habra,CA",
+  "fort mill,SC",
+  "harrisonburg,VA",
+  "columbus,IN",
+  "castle rock,CO",
+  "spring valley,CA",
+  "mount vernon,NY",
+  "huntington station,NY",
+  "meridian,MS",
+  "gadsden,AL",
+  "mechanicsburg,PA",
+  "goodyear,AZ",
+  "stuart,FL",
+  "west lafayette,IN",
+  "milpitas,CA",
+  "hendersonville,NC",
+  "ithaca,NY",
+  "eagan,MN",
+  "yorba linda,CA",
+  "union city,NJ",
+  "state college,PA",
+  "port orange,FL",
+  "west bloomfield township,MI",
+  "stockbridge,GA",
+  "arcadia,CA",
+  "cocoa,FL",
+  "tamarac,FL",
+  "massillon,OH",
+  "glen allen,VA",
+  "hanford,CA",
+  "portland,ME",
+  "corvallis,OR",
+  "weatherford,TX",
+  "cedar park,TX",
+  "new bern,NC",
+  "tinley park,IL",
+  "cookeville,TN",
+  "decatur,AL",
+  "midland,MI",
+  "flower mound,TX",
+  "orland park,IL",
+  "suwanee,GA",
+  "blaine,MN",
+  "noblesville,IN",
+  "east orange,NJ",
+  "elyria,OH",
+  "punta gorda,FL",
+  "brooksville,FL",
+  "logan,UT",
+  "west hartford,CT",
+  "venice,FL",
+  "levittown,PA",
+  "fairbanks,AK",
+  "south san francisco,CA",
+  "east lansing,MI",
+  "buckeye,AZ",
+  "weslaco,TX",
+  "san marcos,TX",
+  "florence-graham,CA",
+  "bel air,MD",
+  "san clemente,CA",
+  "madison,AL",
+  "mechanicsville,VA",
+  "la crosse,WI",
+  "huntsville,TX",
+  "sheboygan,WI",
+  "san luis obispo,CA",
+  "berwyn,IL",
+  "altoona,PA",
+  "laguna niguel,CA",
+  "vienna,VA",
+  "florence,AL",
+  "eastvale,CA",
+  "taylor,MI",
+  "lufkin,TX",
+  "bayonne,NJ",
+  "newport beach,CA",
+  "pico rivera,CA",
+  "ames,IA",
+  "pottstown,PA",
+  "ewa beach,HI",
+  "coon rapids,MN",
+  "fayetteville,GA",
+  "casa grande,AZ",
+  "montebello,CA",
+  "bay shore,NY",
+  "clearfield,UT",
+  "san gabriel,CA",
+  "north miami,FL",
+  "middletown,NY",
+  "lakewood,WA",
+  "rosemead,CA",
+  "medina,OH",
+  "north port,FL",
+  "griffin,GA",
+  "valrico,FL",
+  "port orchard,WA",
+  "ormond beach,FL",
+  "carson city,NV",
+  "north richland hills,TX",
+  "deland,FL",
+  "moore,OK",
+  "saint cloud,FL",
+  "caldwell,ID",
+  "doral,FL",
+  "conway,SC",
+  "hamden,CT",
+  "valley stream,NY",
+  "biloxi,MS",
+  "meriden,CT",
+  "manhattan,KS",
+  "west new york,NJ",
+  "haverhill,MA",
+  "eden prairie,MN",
+  "north bergen,NJ",
+  "fond du lac,WI",
+  "brentwood,NY",
+  "rancho cordova,CA",
+  "cupertino,CA",
+  "vineland,NJ",
+  "texarkana,TX",
+  "snohomish,WA",
+  "mankato,MN",
+  "waltham,MA",
+  "crown point,IN",
+  "pasadena,MD",
+  "new iberia,LA",
+  "euless,TX",
+  "bristol,CT",
+  "bellevue,NE",
+  "danville,VA",
+  "powder springs,GA",
+  "burnsville,MN",
+  "skokie,IL",
+  "monterey park,CA",
+  "mentor,OH",
+  "millcreek,UT",
+  "cartersville,GA",
+  "easley,SC",
+  "petersburg,VA",
+  "round lake,IL",
+  "south whittier,CA",
+  "taylorsville,UT",
+  "west allis,WI",
+  "pontiac,MI",
+  "wilson,NC",
+  "woodland,CA",
+  "carrollton,GA",
+  "reston,VA",
+  "kendale lakes,FL",
+  "burleson,TX",
+  "phenix city,AL",
+  "azusa,CA",
+  "saint clair shores,MI",
+  "crystal lake,IL",
+  "lilburn,GA",
+  "newark,OH",
+  "lancaster,OH",
+  "malden,MA",
+  "wheaton,IL",
+  "greensburg,PA",
+  "loganville,GA",
+  "carmichael,CA",
+  "hempstead,NY",
+  "hendersonville,TN",
+  "fontainebleau,FL",
+  "new castle,DE",
+  "lake forest,CA",
+  "bartlett,TN",
+  "apex,NC",
+  "spring valley,NY",
+  "the hammocks,FL",
+  "albany,OR",
+  "bozeman,MT",
+  "martinsburg,WV",
+  "wesley chapel,FL",
+  "novato,CA",
+  "grove city,OH",
+  "east saint louis,IL",
+  "tamiami,FL",
+  "chicago heights,IL",
+  "medford,MA",
+  "chillicothe,OH",
+  "farmington,NM",
+  "dearborn heights,MI",
+  "riverdale,GA",
+  "howell,MI",
+  "lake city,FL",
+  "paducah,KY",
+  "golden,CO",
+  "yukon,OK",
+  "lutz,FL",
+  "lompoc,CA",
+  "gilroy,CA",
+  "midwest city,OK",
+  "rocklin,CA",
+  "royal oak,MI",
+  "westminster,MD",
+  "roswell,NM",
+  "oak lawn,IL",
+  "mchenry,IL",
+  "goshen,IN",
+  "new baltimore,MI",
+  "castro valley,CA",
+  "downers grove,IL",
+  "colton,CA",
+  "painesville,OH",
+  "altamonte springs,FL",
+  "marrero,LA",
+  "st. charles,IL",
+  "plymouth,MA",
+  "freehold township,NJ",
+  "butler,PA",
+  "shoreline,WA",
+  "rockwall,TX",
+  "palm desert,CA",
+  "blue springs,MO",
+  "fountain valley,CA",
+  "annandale,VA",
+  "piscataway township,NJ",
+  "mishawaka,IN",
+  "monroe,MI"
+]
\ No newline at end of file
diff --git a/examples/title_seed.json b/examples/title_seed.json
new file mode 100644
index 0000000..281d573
--- /dev/null
+++ b/examples/title_seed.json
@@ -0,0 +1,79 @@
+[
+  "Administrative Assistant",
+  "Executive Assistant",
+  "Office Manager",
+  "Project Manager",
+  "Program Manager",
+  "Technical Project Manager",
+  "IT Project Manager",
+  "Scrum Master",
+  "Business Analyst",
+  "Business Development Representative",
+  "Business Development Manager",
+  "Operations Manager",
+  "Operations Associate",
+  "Data Analyst",
+  "Data Scientist",
+  "Security Engineer",
+  "Backend Software Engineer",
+  "Frontend Software Engineer",
+  "Blockchain Engineer",
+  "Software Engineer",
+  "Java Developer",
+  "Full Stack Engineer",
+  "Python Developer",
+  ".Net Developer",
+  "Software Engineer in Test",
+  "Android Engineer",
+  "React Developer",
+  "Embedded Software Engineer",
+  "Support Engineer",
+  "Web Developer",
+  "iOS Developer",
+  "Data Engineer",
+  "Data Architect",
+  "Machine Learning Engineer",
+  "NLP Engineer",
+  "Artificial Intelligence Engineer",
+  "Network Engineer",
+  "Network Administrator",
+  "Systems Engineer",
+  "Systems Administrator",
+  "DevOps Engineer",
+  "Site Reliability Engineer",
+  "Electrical Engineer",
+  "Hardware Engineer",
+  "Hardware Design Engineer",
+  "Mechanical Engineer",
+  "Manufacturing Engineer",
+  "Civil Engineer",
+  "Structural Engineer",
+  "Controls Engineer",
+  "Quality Engineer",
+  "UX Researcher",
+  "UX Designer",
+  "Product Manager",
+  "Product Owner",
+  "Product Designer",
+  "HR Generalist",
+  "Technical Recruiter",
+  "Recruiting Coordinator",
+  "General Sales",
+  "Account Executive",
+  "Sales Account Manager",
+  "Brand Marketing Manager",
+  "Product Marketing Manager",
+  "Marketing Specialist",
+  "Accounting Manager",
+  "Accountant",
+  "Controller",
+  "Tax Manager",
+  "Audit Manager",
+  "Financial Analyst",
+  "Finance Manager",
+  "Financial Advisor",
+  "IT Support Specialist",
+  "Technical Support Engineer",
+  "Technical Support Specialist",
+  "Customer Service Representative"
+]
\ No newline at end of file