WeatherPy.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Import the dependencies.\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'2.24.0'"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import requests\n",
    "requests.__version__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<zip at 0x7fd007744440>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create a set of random latitude and longitude combinations.\n",
    "lats = np.random.uniform(low=-90.000, high=90.000, size=1500)\n",
    "lngs = np.random.uniform(low=-180.000, high=180.000, size=1500)\n",
    "lat_lngs = zip(lats, lngs)\n",
    "lat_lngs\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create a practice set of random latitude and longitude combinations.\n",
    "x = [25.12903645, 25.92017388, 26.62509167, -59.98969384, 37.30571269]\n",
    "y = [-67.59741259, 11.09532135, 74.84233102, -76.89176677, -61.13376282]\n",
    "coordinates = zip(x, y)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create a practice set of random latitude and longitude combinations.\n",
    "x = [25.12903645, 25.92017388, 26.62509167, -59.98969384, 37.30571269]\n",
    "y = [-67.59741259, 11.09532135, 74.84233102, -76.89176677, -61.13376282]\n",
    "coordinates = zip(x, y)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "25.12903645 -67.59741259\n",
      "25.92017388 11.09532135\n",
      "26.62509167 74.84233102\n",
      "-59.98969384 -76.89176677\n",
      "37.30571269 -61.13376282\n"
     ]
    }
   ],
   "source": [
    "# Use the tuple() function to display the latitude and longitude combinations.\n",
    "for coordinate in coordinates:\n",
    "    print(coordinate[0], coordinate[1])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Add the latitudes and longitudes to a list.\n",
    "coordinates = list(lat_lngs)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Use the citipy module to determine city based on latitude and longitude.\n",
    "from citipy import citipy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: citipy in /Users/nishatsultana/opt/anaconda3/lib/python3.8/site-packages (0.0.5)\r\n",
      "Requirement already satisfied: kdtree>=0.12 in /Users/nishatsultana/opt/anaconda3/lib/python3.8/site-packages (from citipy) (0.16)\r\n"
     ]
    }
   ],
   "source": [
    "!pip install citipy\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Use the citipy module to determine city based on latitude and longitude.\n",
    "from citipy import citipy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "vardo no\n",
      "hilo us\n",
      "tuktoyaktuk ca\n",
      "lavrentiya ru\n",
      "samusu ws\n",
      "privokzalnyy ru\n",
      "mataura pf\n",
      "brigantine us\n",
      "east london za\n",
      "kadykchan ru\n",
      "vardo no\n",
      "barentsburg sj\n",
      "nizhneyansk ru\n",
      "cape town za\n",
      "bluff nz\n",
      "barinas ve\n",
      "alofi nu\n",
      "provideniya ru\n",
      "aloleng ph\n",
      "hilo us\n",
      "anchorage us\n",
      "torbay ca\n",
      "punta arenas cl\n",
      "vestmannaeyjar is\n",
      "jamestown sh\n",
      "khatanga ru\n",
      "progreso mx\n",
      "haines junction ca\n",
      "zaozerne ua\n",
      "vila velha br\n",
      "georgetown sh\n",
      "mataura pf\n",
      "chokurdakh ru\n",
      "punta arenas cl\n",
      "busselton au\n",
      "ushuaia ar\n",
      "barentsburg sj\n",
      "rikitea pf\n",
      "hualmay pe\n",
      "east london za\n",
      "yellowknife ca\n",
      "balikpapan id\n",
      "rikitea pf\n",
      "ayan ru\n",
      "bonthe sl\n",
      "cape town za\n",
      "longyearbyen sj\n",
      "ushuaia ar\n",
      "hilo us\n",
      "scarborough tt\n",
      "attawapiskat ca\n",
      "saskylakh ru\n",
      "vaitupu wf\n",
      "nikolskoye ru\n",
      "bilibino ru\n",
      "lasa cn\n",
      "vila velha br\n",
      "marawi sd\n",
      "busselton au\n",
      "omboue ga\n",
      "busselton au\n",
      "vaitupu wf\n",
      "tateyama jp\n",
      "atar mr\n",
      "barrow us\n",
      "salalah om\n",
      "penzance gb\n",
      "jamestown sh\n",
      "barentsburg sj\n",
      "staraya russa ru\n",
      "albany au\n",
      "yellowknife ca\n",
      "fairlie nz\n",
      "castro cl\n",
      "punta arenas cl\n",
      "vaini to\n",
      "iqaluit ca\n",
      "mataura pf\n",
      "khakhea bw\n",
      "presidencia roque saenz pena ar\n",
      "barrow us\n",
      "belushya guba ru\n",
      "kortkeros ru\n",
      "makakilo city us\n",
      "esperance au\n",
      "bambous virieux mu\n",
      "balimo pg\n",
      "abu dhabi ae\n",
      "kholodnyy ru\n",
      "punta arenas cl\n",
      "comodoro rivadavia ar\n",
      "dikson ru\n",
      "puerto ayora ec\n",
      "busselton au\n",
      "taolanaro mg\n",
      "punta arenas cl\n",
      "vaini to\n",
      "goundam ml\n",
      "vestmannaeyjar is\n",
      "khatanga ru\n",
      "cherskiy ru\n",
      "severo-kurilsk ru\n",
      "bredasdorp za\n",
      "ponta delgada pt\n",
      "serenje zm\n",
      "rikitea pf\n",
      "barentsburg sj\n",
      "port lincoln au\n",
      "new norfolk au\n",
      "batagay ru\n",
      "ponta do sol cv\n",
      "mataura pf\n",
      "atuona pf\n",
      "albany au\n",
      "airai pw\n",
      "duluth us\n",
      "albany au\n",
      "flinders au\n",
      "hofn is\n",
      "provideniya ru\n",
      "hobart au\n",
      "hope ca\n",
      "jieshi cn\n",
      "miri my\n",
      "divnomorskoye ru\n",
      "dunedin nz\n",
      "cowra au\n",
      "maunabo us\n",
      "vanavara ru\n",
      "mys shmidta ru\n",
      "punta arenas cl\n",
      "los llanos de aridane es\n",
      "albany au\n",
      "butaritari ki\n",
      "sistranda no\n",
      "port elizabeth za\n",
      "rikitea pf\n",
      "constitucion mx\n",
      "mataura pf\n",
      "dolbeau ca\n",
      "vao nc\n",
      "castro cl\n",
      "trairi br\n",
      "westpunt an\n",
      "fortuna us\n",
      "punta arenas cl\n",
      "rawson ar\n",
      "smalininkai lt\n",
      "hilo us\n",
      "vaini to\n",
      "amderma ru\n",
      "avarua ck\n",
      "mar del plata ar\n",
      "tiksi ru\n",
      "hovd mn\n",
      "jvari ge\n",
      "rikitea pf\n",
      "chuy uy\n",
      "cherskiy ru\n",
      "cherskiy ru\n",
      "leshukonskoye ru\n",
      "saleaula ws\n",
      "ushuaia ar\n",
      "carnarvon au\n",
      "mar del plata ar\n",
      "kenora ca\n",
      "pundaguitan ph\n",
      "santa maria cv\n",
      "jamestown sh\n",
      "saint-philippe re\n",
      "ipixuna br\n",
      "ushuaia ar\n",
      "taolanaro mg\n",
      "mataura pf\n",
      "kavieng pg\n",
      "boa vista br\n",
      "gunjur gm\n",
      "albany au\n",
      "rawson ar\n",
      "ulladulla au\n",
      "busselton au\n",
      "mataura pf\n",
      "ayagoz kz\n",
      "castro cl\n",
      "faanui pf\n",
      "taolanaro mg\n",
      "necochea ar\n",
      "tefe br\n",
      "meulaboh id\n",
      "atuona pf\n",
      "laguna br\n",
      "atuona pf\n",
      "grand river south east mu\n",
      "port macquarie au\n",
      "tuggurt dz\n",
      "saint-augustin ca\n",
      "leningradskiy ru\n",
      "labutta mm\n",
      "severo-kurilsk ru\n",
      "ushuaia ar\n",
      "cordoba ar\n",
      "avarua ck\n",
      "svetlyy yar ru\n",
      "carnarvon au\n",
      "busselton au\n",
      "cabo san lucas mx\n",
      "honningsvag no\n",
      "hilo us\n",
      "kapaa us\n",
      "bluff nz\n",
      "luderitz na\n",
      "castro cl\n",
      "taolanaro mg\n",
      "sur om\n",
      "mataura pf\n",
      "leningradskiy ru\n",
      "tiksi ru\n",
      "lazaro cardenas mx\n",
      "illoqqortoormiut gl\n",
      "kuva uz\n",
      "chuy uy\n",
      "bredasdorp za\n",
      "albany au\n",
      "airai pw\n",
      "kundiawa pg\n",
      "arlit ne\n",
      "rikitea pf\n",
      "san patricio mx\n",
      "itarema br\n",
      "ushuaia ar\n",
      "portland au\n",
      "kavieng pg\n",
      "norman wells ca\n",
      "saint-philippe re\n",
      "mattru sl\n",
      "saint-leu re\n",
      "palabuhanratu id\n",
      "kodiak us\n",
      "kapaa us\n",
      "iqaluit ca\n",
      "nanortalik gl\n",
      "belushya guba ru\n",
      "uvat ru\n",
      "kruisfontein za\n",
      "avarua ck\n",
      "arraial do cabo br\n",
      "bengkulu id\n",
      "provideniya ru\n",
      "upernavik gl\n",
      "hithadhoo mv\n",
      "mar del plata ar\n",
      "busselton au\n",
      "namibe ao\n",
      "balikpapan id\n",
      "micheweni tz\n",
      "summerside ca\n",
      "airai pw\n",
      "kaitangata nz\n",
      "soe id\n",
      "tolaga bay nz\n",
      "clyde river ca\n",
      "kapaa us\n",
      "rocha uy\n",
      "busselton au\n",
      "huilong cn\n",
      "jamestown sh\n",
      "itarema br\n",
      "portland au\n",
      "mamakan ru\n",
      "busselton au\n",
      "upernavik gl\n",
      "hermanus za\n",
      "armidale au\n",
      "bonthe sl\n",
      "mataura pf\n",
      "hilo us\n",
      "kruisfontein za\n",
      "illoqqortoormiut gl\n",
      "pitkyaranta ru\n",
      "tadine nc\n",
      "thinadhoo mv\n",
      "pangnirtung ca\n",
      "airai pw\n",
      "tabou ci\n",
      "sentyabrskiy ru\n",
      "paita pe\n",
      "lavrentiya ru\n",
      "cairns au\n",
      "busselton au\n",
      "lagoa pt\n",
      "hithadhoo mv\n",
      "georgetown sh\n",
      "rawannawi ki\n",
      "inderborskiy kz\n",
      "bluff nz\n",
      "medea dz\n",
      "attawapiskat ca\n",
      "taolanaro mg\n",
      "busselton au\n",
      "cockburn town bs\n",
      "hermanus za\n",
      "vila velha br\n",
      "norman wells ca\n",
      "carmen mx\n",
      "mugur-aksy ru\n",
      "busselton au\n",
      "qaanaaq gl\n",
      "rikitea pf\n",
      "ushuaia ar\n",
      "punta arenas cl\n",
      "castro cl\n",
      "pevek ru\n",
      "rikitea pf\n",
      "bograd ru\n",
      "mataura pf\n",
      "bredasdorp za\n",
      "merauke id\n",
      "punta arenas cl\n",
      "sistranda no\n",
      "padang id\n",
      "taolanaro mg\n",
      "hilo us\n",
      "sao jose da coroa grande br\n",
      "portland au\n",
      "alice springs au\n",
      "punta arenas cl\n",
      "kaitangata nz\n",
      "barrow us\n",
      "bluff nz\n",
      "chicama pe\n",
      "joshimath in\n",
      "fukue jp\n",
      "batagay ru\n",
      "provideniya ru\n",
      "ribeira grande pt\n",
      "micheweni tz\n",
      "hobart au\n",
      "payson us\n",
      "half moon bay us\n",
      "ushuaia ar\n",
      "luderitz na\n",
      "klyuchi ru\n",
      "tabou ci\n",
      "barrow us\n",
      "byron bay au\n",
      "amderma ru\n",
      "misratah ly\n",
      "port alfred za\n",
      "wasilla us\n",
      "longyearbyen sj\n",
      "bilma ne\n",
      "saumur fr\n",
      "valera ve\n",
      "ushuaia ar\n",
      "upernavik gl\n",
      "bredasdorp za\n",
      "qaanaaq gl\n",
      "luderitz na\n",
      "ponta do sol pt\n",
      "albany au\n",
      "harer et\n",
      "katsuura jp\n",
      "westport nz\n",
      "nikolskoye ru\n",
      "san fernando mx\n",
      "rafaela ar\n",
      "mataura pf\n",
      "kidal ml\n",
      "cidreira br\n",
      "nalut ly\n",
      "dingle ie\n",
      "vaini to\n",
      "george za\n",
      "illoqqortoormiut gl\n",
      "kapaa us\n",
      "mataura pf\n",
      "batabano cu\n",
      "bluff nz\n",
      "ushuaia ar\n",
      "port hueneme us\n",
      "saskylakh ru\n",
      "jamestown sh\n",
      "ribeira grande pt\n",
      "rock springs us\n",
      "vardo no\n",
      "ribeira grande pt\n",
      "puerto cabezas ni\n",
      "yellowknife ca\n",
      "havelock us\n",
      "bethel us\n",
      "belushya guba ru\n",
      "bathsheba bb\n",
      "rikitea pf\n",
      "port blair in\n",
      "mataura pf\n",
      "saskylakh ru\n",
      "tilichiki ru\n",
      "half moon bay us\n",
      "vaini to\n",
      "muros es\n",
      "mezen ru\n",
      "port alfred za\n",
      "saleaula ws\n",
      "tasiilaq gl\n",
      "fukue jp\n",
      "tarakan id\n",
      "vaini to\n",
      "wenshang cn\n",
      "bluff nz\n",
      "vao nc\n",
      "pangoa pe\n",
      "shupiyan in\n",
      "hobart au\n",
      "luena ao\n",
      "dingle ie\n",
      "vila velha br\n",
      "bredasdorp za\n",
      "kruisfontein za\n",
      "ushuaia ar\n",
      "northam au\n",
      "tiksi ru\n",
      "malitubog ph\n",
      "vaini to\n",
      "san patricio mx\n",
      "ushuaia ar\n",
      "mar del plata ar\n",
      "puerto ayora ec\n",
      "namibe ao\n",
      "choa saidan shah pk\n",
      "gamba ga\n",
      "matay eg\n",
      "venice us\n",
      "new norfolk au\n",
      "new norfolk au\n",
      "saleaula ws\n",
      "umzimvubu za\n",
      "barra do garcas br\n",
      "alpena us\n",
      "dieppe fr\n",
      "tiksi ru\n",
      "tiksi ru\n",
      "atuona pf\n",
      "scranton us\n",
      "uyuni bo\n",
      "punta arenas cl\n",
      "asau tv\n",
      "pevek ru\n",
      "albany au\n",
      "esperance au\n",
      "tabuk sa\n",
      "zhangye cn\n",
      "tlahualilo mx\n",
      "saryshagan kz\n",
      "humaita br\n",
      "whitehorse ca\n",
      "ushuaia ar\n",
      "quesnel ca\n",
      "yellowknife ca\n",
      "hithadhoo mv\n",
      "mar del plata ar\n",
      "tuktoyaktuk ca\n",
      "atar mr\n",
      "ushuaia ar\n",
      "puerto ayora ec\n",
      "tasiilaq gl\n",
      "ushuaia ar\n",
      "hobart au\n",
      "atuona pf\n",
      "bluff nz\n",
      "aklavik ca\n",
      "alofi nu\n",
      "alofi nu\n",
      "albany au\n",
      "tsihombe mg\n",
      "bethel us\n",
      "belushya guba ru\n",
      "hilo us\n",
      "bluff nz\n",
      "kedrovyy ru\n",
      "illoqqortoormiut gl\n",
      "cape town za\n",
      "punta arenas cl\n",
      "caluquembe ao\n",
      "albany au\n",
      "nikolskoye ru\n",
      "sao gabriel da cachoeira br\n",
      "kaitangata nz\n",
      "santander es\n",
      "elizabeth city us\n",
      "qaanaaq gl\n",
      "lasa cn\n",
      "rikitea pf\n",
      "bilibino ru\n",
      "grand river south east mu\n",
      "hobart au\n",
      "soyo ao\n",
      "gat ly\n",
      "san cristobal ec\n",
      "vaini to\n",
      "vila vu\n",
      "coulihaut dm\n",
      "avarua ck\n",
      "lerwick gb\n",
      "kirovsk ru\n",
      "hermanus za\n",
      "vaini to\n",
      "sur om\n",
      "bredasdorp za\n",
      "butaritari ki\n",
      "bredasdorp za\n",
      "bredasdorp za\n",
      "hualmay pe\n",
      "hermanus za\n",
      "pisco pe\n",
      "saint george bm\n",
      "mataura pf\n",
      "olafsvik is\n",
      "camacha pt\n",
      "halalo wf\n",
      "fortuna us\n",
      "atuona pf\n",
      "nikolskoye ru\n",
      "new norfolk au\n",
      "cherskiy ru\n",
      "butaritari ki\n",
      "busselton au\n",
      "albany au\n",
      "punta arenas cl\n",
      "havoysund no\n",
      "kanina in\n",
      "saint-pierre pm\n",
      "avarua ck\n",
      "kaitangata nz\n",
      "saleaula ws\n",
      "sitka us\n",
      "pisco pe\n",
      "hobart au\n",
      "vila velha br\n",
      "novomikhaylovskiy ru\n",
      "kamenskoye ru\n",
      "adrar dz\n",
      "namatanai pg\n",
      "ingham au\n",
      "mar del plata ar\n",
      "san cristobal ec\n",
      "sinop tr\n",
      "vaini to\n",
      "busselton au\n",
      "georgetown sh\n",
      "hervey bay au\n",
      "hilo us\n",
      "puri in\n",
      "tilichiki ru\n",
      "kapaa us\n",
      "palabuhanratu id\n",
      "broken hill au\n",
      "mecca sa\n",
      "hermanus za\n",
      "hermanus za\n",
      "touros br\n",
      "albany au\n",
      "tiksi ru\n",
      "dingle ie\n",
      "sentyabrskiy ru\n",
      "atuona pf\n",
      "punta arenas cl\n",
      "saskylakh ru\n",
      "saskylakh ru\n",
      "new norfolk au\n",
      "kapaa us\n",
      "toamasina mg\n",
      "port alfred za\n",
      "san andres co\n",
      "upernavik gl\n",
      "ancud cl\n",
      "saint anthony ca\n",
      "taolanaro mg\n",
      "khonuu ru\n",
      "mataura pf\n",
      "tuktoyaktuk ca\n",
      "yulara au\n",
      "rikitea pf\n",
      "butaritari ki\n",
      "cape town za\n",
      "georgetown sh\n",
      "sala se\n",
      "topolobampo mx\n",
      "ushuaia ar\n",
      "bilibino ru\n",
      "taolanaro mg\n",
      "puerto ayora ec\n",
      "canakkale tr\n",
      "mortka ru\n",
      "ribeira grande pt\n",
      "ushuaia ar\n",
      "hualmay pe\n",
      "mataura pf\n",
      "xining cn\n",
      "gangotri in\n",
      "sao lourenco do sul br\n",
      "maragogi br\n",
      "erenhot cn\n",
      "ushuaia ar\n",
      "ushuaia ar\n",
      "imbituba br\n",
      "avarua ck\n",
      "tiksi ru\n",
      "mys shmidta ru\n",
      "dali cn\n",
      "tiksi ru\n",
      "arraial do cabo br\n",
      "antofagasta cl\n",
      "raymondville us\n",
      "trincomalee lk\n",
      "bonfim br\n",
      "bluff nz\n",
      "mataura pf\n",
      "castro cl\n",
      "rikitea pf\n",
      "vershino-darasunskiy ru\n",
      "sentyabrskiy ru\n",
      "yellowknife ca\n",
      "hobart au\n",
      "hobart au\n",
      "puerto leguizamo co\n",
      "butaritari ki\n",
      "puerto ayora ec\n",
      "saleaula ws\n",
      "hays us\n",
      "yeppoon au\n",
      "hudson bay ca\n",
      "azle us\n",
      "kavieng pg\n",
      "tuktoyaktuk ca\n",
      "sinnamary gf\n",
      "clyde river ca\n",
      "rikitea pf\n",
      "taoudenni ml\n",
      "taolanaro mg\n",
      "rikitea pf\n",
      "sinnamary gf\n",
      "kapaa us\n",
      "inhambane mz\n",
      "ayios matthaios gr\n",
      "kuandian cn\n",
      "busselton au\n",
      "port alfred za\n",
      "dueville it\n",
      "gejiu cn\n",
      "dikson ru\n",
      "jian cn\n",
      "bluff nz\n",
      "punta arenas cl\n",
      "skibbereen ie\n",
      "ushuaia ar\n",
      "belushya guba ru\n",
      "ushuaia ar\n",
      "new norfolk au\n",
      "ambunti pg\n",
      "ushuaia ar\n",
      "mullaitivu lk\n",
      "barrow us\n",
      "ushuaia ar\n",
      "ushuaia ar\n",
      "bethel us\n",
      "mataura pf\n",
      "busselton au\n",
      "illoqqortoormiut gl\n",
      "ponta do sol cv\n",
      "albany au\n",
      "aasiaat gl\n",
      "mataura pf\n",
      "nanortalik gl\n",
      "haines junction ca\n",
      "chuy uy\n",
      "sterling us\n",
      "mataura pf\n",
      "hobart au\n",
      "punta arenas cl\n",
      "rikitea pf\n",
      "lewisporte ca\n",
      "strelka ru\n",
      "saint george bm\n",
      "tuktoyaktuk ca\n",
      "pimenta bueno br\n",
      "simpang id\n",
      "nizhneyansk ru\n",
      "albany au\n",
      "lasa cn\n",
      "velyka lepetykha ua\n",
      "nikolskoye ru\n",
      "ushuaia ar\n",
      "tuktoyaktuk ca\n",
      "mar del plata ar\n",
      "cape town za\n",
      "baoqing cn\n",
      "kapaa us\n",
      "belushya guba ru\n",
      "sumenep id\n",
      "mataura pf\n",
      "albany au\n",
      "norman wells ca\n",
      "hermanus za\n",
      "butaritari ki\n",
      "rikitea pf\n",
      "rikitea pf\n",
      "butaritari ki\n",
      "mataura pf\n",
      "saint-philippe re\n",
      "tera ne\n",
      "geraldton au\n",
      "kudahuvadhoo mv\n",
      "klerksdorp za\n",
      "bluff nz\n",
      "henties bay na\n",
      "tura ru\n",
      "saint-philippe re\n",
      "vao nc\n",
      "paraipaba br\n",
      "yellowknife ca\n",
      "avarua ck\n",
      "victoria sc\n",
      "beloha mg\n",
      "portland au\n",
      "vostok ru\n",
      "tarakan id\n",
      "albany au\n",
      "atuona pf\n",
      "palmer us\n",
      "kapaa us\n",
      "quixada br\n",
      "kaeo nz\n",
      "edson ca\n",
      "rikitea pf\n",
      "mataura pf\n",
      "tuktoyaktuk ca\n",
      "hermanus za\n",
      "chuy uy\n",
      "bethel us\n",
      "georgetown sh\n",
      "gat ly\n",
      "alta floresta br\n",
      "eydhafushi mv\n",
      "borogontsy ru\n",
      "albany au\n",
      "hobart au\n",
      "harper lr\n",
      "kenai us\n",
      "mataura pf\n",
      "grand-santi gf\n",
      "novobirilyussy ru\n",
      "kapaa us\n",
      "hermanus za\n",
      "mataura pf\n",
      "freeport us\n",
      "clyde river ca\n",
      "vila franca do campo pt\n",
      "bokspits bw\n",
      "cape town za\n",
      "punta arenas cl\n",
      "hasaki jp\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "chicama pe\n",
      "vigia br\n",
      "severo-kurilsk ru\n",
      "jamestown sh\n",
      "san ramon de la nueva oran ar\n",
      "mataura pf\n",
      "zeya ru\n",
      "amalapuram in\n",
      "katsuura jp\n",
      "pisco pe\n",
      "thompson ca\n",
      "sola vu\n",
      "vallenar cl\n",
      "taolanaro mg\n",
      "mar del plata ar\n",
      "sentyabrskiy ru\n",
      "punta arenas cl\n",
      "busselton au\n",
      "ozgon kg\n",
      "alofi nu\n",
      "nikolskoye ru\n",
      "tretten no\n",
      "normandin ca\n",
      "bluff nz\n",
      "ornskoldsvik se\n",
      "mahebourg mu\n",
      "turbat pk\n",
      "bobbili in\n",
      "sindor ru\n",
      "torrington us\n",
      "bombay in\n",
      "castro cl\n",
      "ushuaia ar\n",
      "makarov ru\n",
      "pevek ru\n",
      "funtua ng\n",
      "iqaluit ca\n",
      "sterling us\n",
      "hermanus za\n",
      "port alfred za\n",
      "airai pw\n",
      "tumannyy ru\n",
      "albany au\n",
      "presidencia roque saenz pena ar\n",
      "hermanus za\n",
      "saldanha za\n",
      "east london za\n",
      "busselton au\n",
      "east london za\n",
      "nome us\n",
      "ponta do sol pt\n",
      "jamestown sh\n",
      "krasnyy oktyabr ru\n",
      "hualmay pe\n",
      "balkanabat tm\n",
      "rikitea pf\n",
      "ushuaia ar\n",
      "bluff nz\n",
      "new norfolk au\n",
      "chokurdakh ru\n",
      "fort nelson ca\n",
      "egvekinot ru\n",
      "jamestown sh\n",
      "georgetown sh\n",
      "port elizabeth za\n",
      "port alfred za\n",
      "saskylakh ru\n",
      "esmeralda cu\n",
      "haines junction ca\n",
      "general pico ar\n",
      "san patricio mx\n",
      "ushuaia ar\n",
      "punta arenas cl\n",
      "trinidad bo\n",
      "ahipara nz\n",
      "mataura pf\n",
      "linxia cn\n",
      "port alfred za\n",
      "mys shmidta ru\n",
      "abu dhabi ae\n",
      "castro cl\n",
      "rikitea pf\n",
      "grand island us\n",
      "butaritari ki\n",
      "biak id\n",
      "albany au\n",
      "pevek ru\n",
      "puerto ayora ec\n",
      "cape town za\n",
      "lorengau pg\n",
      "mogadishu so\n",
      "mannarakkat in\n",
      "high level ca\n",
      "kieta pg\n",
      "boa vista br\n",
      "jamestown sh\n",
      "georgetown sh\n",
      "klaksvik fo\n",
      "mirabad af\n",
      "rikitea pf\n",
      "farafangana mg\n",
      "norman wells ca\n",
      "dzaoudzi yt\n",
      "havoysund no\n",
      "bluff nz\n",
      "taolanaro mg\n",
      "ushuaia ar\n",
      "ushuaia ar\n",
      "port lincoln au\n",
      "atherton au\n",
      "coquimbo cl\n",
      "hasaki jp\n",
      "punta arenas cl\n",
      "buqayq sa\n",
      "madera us\n",
      "illoqqortoormiut gl\n",
      "scottsburgh za\n",
      "barentsburg sj\n",
      "port alfred za\n",
      "dukat ru\n",
      "tiksi ru\n",
      "illoqqortoormiut gl\n",
      "cabo san lucas mx\n",
      "qaanaaq gl\n",
      "casma pe\n",
      "richards bay za\n",
      "hobart au\n",
      "booue ga\n",
      "alofi nu\n",
      "kapaa us\n",
      "punta arenas cl\n",
      "cherskiy ru\n",
      "tautira pf\n",
      "beringovskiy ru\n",
      "hobart au\n",
      "taolanaro mg\n",
      "sikar in\n",
      "glendive us\n",
      "ushuaia ar\n",
      "maniwaki ca\n",
      "busselton au\n",
      "bengkulu id\n",
      "fuxin cn\n",
      "busselton au\n",
      "fortuna us\n",
      "georgetown sh\n",
      "lagos pt\n",
      "margate za\n",
      "albany au\n",
      "vila franca do campo pt\n",
      "ushuaia ar\n",
      "busselton au\n",
      "ushuaia ar\n",
      "namibe ao\n",
      "punta arenas cl\n",
      "samarai pg\n",
      "san quintin mx\n",
      "kahului us\n",
      "punta arenas cl\n",
      "rikitea pf\n",
      "san javier bo\n",
      "atuona pf\n",
      "kungurtug ru\n",
      "attawapiskat ca\n",
      "barentsburg sj\n",
      "linxi cn\n",
      "qaqortoq gl\n",
      "bumba cd\n",
      "victoria sc\n",
      "georgetown sh\n",
      "longyearbyen sj\n",
      "hilo us\n",
      "srednekolymsk ru\n",
      "dosso ne\n",
      "volovo ru\n",
      "mataura pf\n",
      "taolanaro mg\n",
      "adrar dz\n",
      "nikolskoye ru\n",
      "iqaluit ca\n",
      "quelimane mz\n",
      "san patricio mx\n",
      "rikitea pf\n",
      "cape town za\n",
      "labuhan id\n",
      "cape town za\n",
      "ismailia eg\n",
      "punta arenas cl\n",
      "attawapiskat ca\n",
      "ciudad bolivar ve\n",
      "klyuchi ru\n",
      "kapaa us\n",
      "hithadhoo mv\n",
      "butaritari ki\n",
      "atuona pf\n",
      "ushuaia ar\n",
      "kamenskoye ru\n",
      "hirara jp\n",
      "ancud cl\n",
      "busselton au\n",
      "port alfred za\n",
      "chokurdakh ru\n",
      "lebu cl\n",
      "rikitea pf\n",
      "pisco pe\n",
      "ponta do sol pt\n",
      "busselton au\n",
      "vila franca do campo pt\n",
      "chokurdakh ru\n",
      "mataura pf\n",
      "busselton au\n",
      "ushuaia ar\n",
      "havre-saint-pierre ca\n",
      "ushuaia ar\n",
      "gamba ga\n",
      "mataura pf\n",
      "port alfred za\n",
      "sampit id\n",
      "cibitoke bi\n",
      "tasiilaq gl\n",
      "albany au\n",
      "atuona pf\n",
      "anadyr ru\n",
      "hilo us\n",
      "saint-augustin ca\n",
      "luwuk id\n",
      "mataura pf\n",
      "port elizabeth za\n",
      "jamestown sh\n",
      "victoria sc\n",
      "rikitea pf\n",
      "horn lake us\n",
      "provideniya ru\n",
      "buraydah sa\n",
      "maunabo us\n",
      "busselton au\n",
      "chokurdakh ru\n",
      "tuktoyaktuk ca\n",
      "busselton au\n",
      "atambua id\n",
      "simbahan ph\n",
      "ambulu id\n",
      "yellowknife ca\n",
      "bonavista ca\n",
      "hilo us\n",
      "bredasdorp za\n",
      "padang id\n",
      "sechura pe\n",
      "saldanha za\n",
      "airai pw\n",
      "taolanaro mg\n",
      "belmonte br\n",
      "waipawa nz\n",
      "nikolskoye ru\n",
      "albany au\n",
      "hermanus za\n",
      "georgetown sh\n",
      "porto velho br\n",
      "saint george bm\n",
      "ushuaia ar\n",
      "noumea nc\n",
      "bluff nz\n",
      "itaituba br\n",
      "bredasdorp za\n",
      "yuci cn\n",
      "yulara au\n",
      "ribeira grande pt\n",
      "albany au\n",
      "helong cn\n",
      "xuanzhou cn\n",
      "luderitz na\n",
      "albany au\n",
      "ancud cl\n",
      "tiksi ru\n",
      "dekar bw\n",
      "taolanaro mg\n",
      "tuatapere nz\n",
      "gold coast au\n",
      "pochutla mx\n",
      "saskylakh ru\n",
      "ugoofaaru mv\n",
      "namwala zm\n",
      "belushya guba ru\n",
      "mar del plata ar\n",
      "ushuaia ar\n",
      "ushuaia ar\n",
      "sao filipe cv\n",
      "ketchikan us\n",
      "mahibadhoo mv\n",
      "te anau nz\n",
      "torbay ca\n",
      "rikitea pf\n",
      "yellowknife ca\n",
      "pevek ru\n",
      "butaritari ki\n",
      "comodoro rivadavia ar\n",
      "albany au\n",
      "mys shmidta ru\n",
      "faanui pf\n",
      "requena pe\n",
      "ushuaia ar\n",
      "barentsburg sj\n",
      "hermanus za\n",
      "hilo us\n",
      "pacific grove us\n",
      "port elizabeth za\n",
      "parauna br\n",
      "sao filipe cv\n",
      "torbay ca\n",
      "torbay ca\n",
      "kysyl-syr ru\n",
      "busselton au\n",
      "puerto ayora ec\n",
      "chokurdakh ru\n",
      "sao filipe cv\n",
      "halifax ca\n",
      "oistins bb\n",
      "zuenoula ci\n",
      "ruatoria nz\n",
      "viedma ar\n",
      "santa maria cv\n",
      "cherskiy ru\n",
      "fare pf\n",
      "zapolyarnyy ru\n",
      "rikitea pf\n",
      "ajuchitlan mx\n",
      "pisco pe\n",
      "hobart au\n",
      "zhigansk ru\n",
      "duku ng\n",
      "cape girardeau us\n",
      "satitoa ws\n",
      "kishtwar in\n",
      "thunder bay ca\n",
      "albany au\n",
      "hithadhoo mv\n",
      "punta arenas cl\n",
      "bluff nz\n",
      "busselton au\n",
      "ericeira pt\n",
      "busselton au\n",
      "ustye ru\n",
      "bambous virieux mu\n",
      "jarva-jaani ee\n",
      "port alfred za\n",
      "puerto ayora ec\n",
      "wanning cn\n",
      "khatanga ru\n",
      "vila franca do campo pt\n",
      "attawapiskat ca\n",
      "yellowknife ca\n",
      "hilo us\n",
      "kavieng pg\n",
      "dikson ru\n",
      "rikitea pf\n",
      "east london za\n",
      "hermanus za\n",
      "busselton au\n",
      "warrington us\n",
      "ushuaia ar\n",
      "illoqqortoormiut gl\n",
      "zalantun cn\n",
      "vanimo pg\n",
      "vaitupu wf\n",
      "aksu cn\n",
      "sulangan ph\n",
      "samarai pg\n",
      "tuktoyaktuk ca\n",
      "ulaanbaatar mn\n",
      "albany au\n",
      "todos santos mx\n",
      "arraial do cabo br\n",
      "ushuaia ar\n",
      "mataura pf\n",
      "panama city us\n",
      "mareeba au\n",
      "vaini to\n",
      "jamestown sh\n",
      "mataura pf\n",
      "rikitea pf\n",
      "new norfolk au\n",
      "annau tm\n",
      "port alfred za\n",
      "punta arenas cl\n",
      "port augusta au\n",
      "tasiilaq gl\n",
      "punta arenas cl\n",
      "aykhal ru\n",
      "moroto ug\n",
      "souillac mu\n",
      "ushuaia ar\n",
      "klaksvik fo\n",
      "upernavik gl\n",
      "phan rang vn\n",
      "mataura pf\n",
      "ushuaia ar\n",
      "kantunilkin mx\n",
      "kruisfontein za\n",
      "souillac mu\n",
      "cidreira br\n",
      "pucallpa pe\n",
      "tuatapere nz\n",
      "bontang id\n",
      "horki by\n",
      "dwarka in\n",
      "nikolskoye ru\n",
      "bredasdorp za\n",
      "kodiak us\n",
      "selenginsk ru\n",
      "cape town za\n",
      "avarua ck\n",
      "bredasdorp za\n",
      "hermanus za\n",
      "whitehorse ca\n",
      "ushuaia ar\n",
      "kitami jp\n",
      "port lincoln au\n",
      "alotau pg\n",
      "kapaa us\n",
      "wanaka nz\n",
      "busselton au\n",
      "duvan ru\n",
      "arraial do cabo br\n",
      "broken hill au\n",
      "ahumada mx\n",
      "tasiilaq gl\n",
      "rikitea pf\n",
      "vaini to\n",
      "tsihombe mg\n",
      "selikhino ru\n",
      "cherskiy ru\n",
      "gerash ir\n",
      "taolanaro mg\n",
      "tuggurt dz\n",
      "albany au\n",
      "port augusta au\n",
      "albany au\n",
      "narsaq gl\n",
      "tumannyy ru\n",
      "ajaigarh in\n",
      "atuona pf\n",
      "hualmay pe\n",
      "kousseri cm\n",
      "taltal cl\n",
      "castro cl\n",
      "camana pe\n",
      "albany au\n",
      "ushuaia ar\n",
      "neiafu to\n",
      "alofi nu\n",
      "victoria sc\n",
      "tiksi ru\n",
      "punta arenas cl\n",
      "berbera so\n",
      "la romana do\n",
      "rikitea pf\n",
      "albany au\n",
      "kavieng pg\n",
      "ixtapa mx\n",
      "jamestown sh\n",
      "ngukurr au\n",
      "bam ir\n",
      "ushuaia ar\n",
      "punta arenas cl\n",
      "albany au\n",
      "talnakh ru\n",
      "taolanaro mg\n",
      "sao joao da barra br\n",
      "saskylakh ru\n",
      "ust-kamchatsk ru\n",
      "mys shmidta ru\n",
      "punta arenas cl\n",
      "albany au\n",
      "klimovsk ru\n",
      "saskylakh ru\n",
      "puerto ayora ec\n",
      "grand gaube mu\n",
      "shingu jp\n",
      "rikitea pf\n",
      "puerto ayora ec\n",
      "ahipara nz\n",
      "honggang cn\n",
      "chara ru\n",
      "hauterive ca\n",
      "katsuura jp\n",
      "bandarbeyla so\n",
      "touros br\n",
      "cuiluan cn\n",
      "punta arenas cl\n",
      "isla mujeres mx\n",
      "nago jp\n",
      "avarua ck\n",
      "rikitea pf\n",
      "calvia es\n",
      "hermanus za\n",
      "clyde river ca\n",
      "cheuskiny ru\n",
      "ushuaia ar\n",
      "hermanus za\n",
      "mataura pf\n",
      "butaritari ki\n",
      "westpunt an\n",
      "lebu cl\n",
      "bredasdorp za\n",
      "sioux lookout ca\n",
      "rikitea pf\n",
      "butaritari ki\n",
      "mandurah au\n",
      "turtas ru\n",
      "luwingu zm\n",
      "kapaa us\n",
      "chokurdakh ru\n",
      "jamestown sh\n",
      "ushuaia ar\n",
      "albany au\n",
      "thinadhoo mv\n",
      "new norfolk au\n",
      "bentiu sd\n",
      "lebu cl\n",
      "carutapera br\n",
      "lata sb\n",
      "lasa cn\n",
      "punta arenas cl\n",
      "butaritari ki\n",
      "georgetown sh\n",
      "belushya guba ru\n",
      "acapulco mx\n",
      "rikitea pf\n",
      "solwezi zm\n",
      "vieques us\n",
      "tutoia br\n",
      "butaritari ki\n",
      "kapaa us\n",
      "vestmanna fo\n",
      "new norfolk au\n",
      "okhotsk ru\n",
      "rikitea pf\n",
      "dikson ru\n",
      "muros es\n",
      "attawapiskat ca\n",
      "thompson ca\n",
      "puerto ayora ec\n",
      "mataura pf\n",
      "cape town za\n",
      "ostrovnoy ru\n",
      "saskylakh ru\n",
      "babati tz\n",
      "jiayuguan cn\n",
      "mount gambier au\n",
      "praia cv\n",
      "nobres br\n",
      "jamestown sh\n",
      "atuona pf\n",
      "jamestown sh\n",
      "yellowknife ca\n",
      "bathsheba bb\n",
      "ushuaia ar\n",
      "hilo us\n",
      "cherskiy ru\n",
      "mataura pf\n",
      "ahipara nz\n",
      "rikitea pf\n",
      "cidreira br\n",
      "butaritari ki\n",
      "port alfred za\n",
      "dharchula in\n",
      "hasaki jp\n",
      "cayenne gf\n",
      "cabo san lucas mx\n",
      "rikitea pf\n",
      "hobart au\n",
      "monte alegre br\n",
      "ushuaia ar\n",
      "norman wells ca\n",
      "hermanus za\n",
      "jamestown sh\n",
      "mityana ug\n",
      "constitucion mx\n",
      "fonte boa br\n",
      "guymon us\n",
      "tiksi ru\n",
      "arraial do cabo br\n",
      "faanui pf\n",
      "coahuayana mx\n",
      "luderitz na\n",
      "margate za\n",
      "mahebourg mu\n",
      "rikitea pf\n",
      "yellowknife ca\n",
      "lumeje ao\n",
      "bandarbeyla so\n",
      "viedma ar\n",
      "noumea nc\n",
      "berdigestyakh ru\n",
      "rikitea pf\n",
      "umzimvubu za\n",
      "sao filipe cv\n",
      "albany au\n",
      "san jeronimo mx\n",
      "vao nc\n",
      "albany au\n",
      "arraial do cabo br\n",
      "punta arenas cl\n",
      "bambous virieux mu\n",
      "viligili mv\n",
      "souillac mu\n",
      "tuktoyaktuk ca\n",
      "hilo us\n",
      "yulara au\n",
      "bluff nz\n",
      "barrow us\n",
      "lopsmarka no\n",
      "vao nc\n",
      "gwadar pk\n",
      "esperance au\n",
      "airai pw\n",
      "hithadhoo mv\n",
      "new norfolk au\n",
      "nikolskoye ru\n",
      "rikitea pf\n",
      "punta arenas cl\n",
      "emba kz\n",
      "albany au\n",
      "shahr-e babak ir\n",
      "attawapiskat ca\n",
      "avarua ck\n",
      "bendigo au\n",
      "geraldton au\n",
      "punta arenas cl\n",
      "taolanaro mg\n",
      "miranda br\n",
      "viedma ar\n",
      "meulaboh id\n",
      "trinidad uy\n",
      "berlevag no\n",
      "hobart au\n",
      "busselton au\n",
      "chuy uy\n",
      "rikitea pf\n",
      "thompson ca\n",
      "mazagao br\n",
      "le moule gp\n",
      "barentsburg sj\n",
      "esperance au\n",
      "ushuaia ar\n",
      "fishers us\n",
      "souillac mu\n",
      "rocha uy\n",
      "okato nz\n",
      "port alfred za\n",
      "sitka us\n",
      "alyangula au\n",
      "tiksi ru\n",
      "albany au\n",
      "rikitea pf\n",
      "sao joao da barra br\n",
      "hilo us\n",
      "tuktoyaktuk ca\n",
      "hilo us\n",
      "albany au\n",
      "san patricio mx\n",
      "aquiraz br\n",
      "castro cl\n",
      "neyvo-rudyanka ru\n",
      "caravelas br\n",
      "puerto madero mx\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cape town za\n",
      "dikson ru\n",
      "albany au\n",
      "puerto ayora ec\n",
      "barao de melgaco br\n",
      "hilo us\n",
      "punta arenas cl\n",
      "ansalta ru\n",
      "warqla dz\n",
      "ushuaia ar\n",
      "hithadhoo mv\n",
      "marcona pe\n",
      "rikitea pf\n",
      "bluff nz\n",
      "kazalinsk kz\n",
      "hilo us\n",
      "rikitea pf\n",
      "puerto del rosario es\n",
      "severo-kurilsk ru\n",
      "vanimo pg\n",
      "punta arenas cl\n",
      "naze jp\n",
      "tanete id\n",
      "ajdabiya ly\n",
      "taoudenni ml\n",
      "rikitea pf\n",
      "manadhoo mv\n",
      "georgetown sh\n",
      "punta arenas cl\n",
      "lasa cn\n",
      "luderitz na\n",
      "ushuaia ar\n",
      "albany au\n",
      "tutoia br\n",
      "faanui pf\n",
      "vardo no\n",
      "toliary mg\n",
      "hofn is\n",
      "tuktoyaktuk ca\n",
      "duz tn\n",
      "hilo us\n",
      "illoqqortoormiut gl\n",
      "sakaiminato jp\n",
      "mazagao br\n",
      "sola vu\n",
      "chapais ca\n",
      "marcona pe\n",
      "barrow us\n",
      "mataura pf\n",
      "tiksi ru\n",
      "beyneu kz\n",
      "hobart au\n",
      "ushuaia ar\n",
      "raudeberg no\n",
      "makat kz\n",
      "mataura pf\n",
      "vaitupu wf\n",
      "pousat kh\n",
      "vaini to\n",
      "buala sb\n",
      "lahaina us\n",
      "bluff nz\n",
      "busselton au\n",
      "punta arenas cl\n",
      "east london za\n",
      "taolanaro mg\n",
      "bredasdorp za\n",
      "rikitea pf\n",
      "arlit ne\n",
      "pevek ru\n",
      "rikitea pf\n",
      "severodvinsk ru\n",
      "mataura pf\n"
     ]
    }
   ],
   "source": [
    "# Use the tuple() function to display the latitude and longitude combinations.\n",
    "for coordinate in coordinates:\n",
    "    print(citipy.nearest_city(coordinate[0], coordinate[1]).city_name,\n",
    "          citipy.nearest_city(coordinate[0], coordinate[1]).country_code)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "618"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create a list for holding the cities.\n",
    "cities = []\n",
    "# Identify the nearest city for each latitude and longitude combination.\n",
    "for coordinate in coordinates:\n",
    "    city = citipy.nearest_city(coordinate[0], coordinate[1]).city_name\n",
    "\n",
    "    # If the city is unique, then we will add it to the cities list.\n",
    "    if city not in cities:\n",
    "        cities.append(city)\n",
    "# Print the city count to confirm sufficient count.\n",
    "len(cities)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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