In [1]:
from citipy import citipy
import pandas as pd
import numpy as np
import json
import requests
import matplotlib.pyplot as plt
In [2]:
# Generate latitudes(-90 to 90) and longitudes(-180 to 180) using random number generator and multiply by 100
cities_df=pd.DataFrame({"long":(np.random.uniform(-1.8,1.8,1200)*100), "lat":(np.random.uniform(-0.9,0.9,1200)*100)})
cities_df.head()
Out[2]:
| lat | long | |
|---|---|---|
| 0 | -15.935698 | -61.089880 |
| 1 | -69.686479 | -84.076501 |
| 2 | 8.419977 | 136.372507 |
| 3 | -59.209376 | -89.475420 |
| 4 | 61.592274 | -131.843796 |
In [3]:
cities_name=[]
countrycode=[]
for i in range(0,len(cities_df['lat'])):
lat=cities_df.iloc[i]['lat']
long=cities_df.iloc[i]["long"]
city=citipy.nearest_city(lat,long)
name=city.city_name
cities_name.append(name)
country=city.country_code
countrycode.append(country)
cities_df['City']=cities_name
cities_df['Country']=countrycode
cities_df.head(10)
Out[3]:
| lat | long | City | Country | |
|---|---|---|---|---|
| 0 | -15.935698 | -61.089880 | san ignacio | bo |
| 1 | -69.686479 | -84.076501 | punta arenas | cl |
| 2 | 8.419977 | 136.372507 | airai | pw |
| 3 | -59.209376 | -89.475420 | punta arenas | cl |
| 4 | 61.592274 | -131.843796 | whitehorse | ca |
| 5 | 64.212479 | -177.111221 | egvekinot | ru |
| 6 | 28.544978 | 14.651332 | hun | ly |
| 7 | 5.511463 | -11.133907 | monrovia | lr |
| 8 | 11.724702 | 60.004389 | salalah | om |
| 9 | -7.250444 | -38.176167 | itaporanga | br |
In [4]:
# Drop duplicate cities in 'City'
new_cities = cities_df.drop_duplicates("City", keep='first')
In [5]:
api_key="4c28215f1c71887e12ca92c10a6ac317"
new_cities["Max Temp"]=""
new_cities["Humidity"]= ""
new_cities["Cloud Cover"] = ""
new_cities["Wind Speed"] = ""
new_cities["Date"]=""
new_cities.head()
C:\Users\sitra\Anaconda3\envs\PythonData\lib\site-packages\ipykernel_launcher.py:3: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy This is separate from the ipykernel package so we can avoid doing imports until C:\Users\sitra\Anaconda3\envs\PythonData\lib\site-packages\ipykernel_launcher.py:4: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy after removing the cwd from sys.path. C:\Users\sitra\Anaconda3\envs\PythonData\lib\site-packages\ipykernel_launcher.py:5: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy """ C:\Users\sitra\Anaconda3\envs\PythonData\lib\site-packages\ipykernel_launcher.py:6: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy C:\Users\sitra\Anaconda3\envs\PythonData\lib\site-packages\ipykernel_launcher.py:7: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy import sys
Out[5]:
| lat | long | City | Country | Max Temp | Humidity | Cloud Cover | Wind Speed | Date | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | -15.935698 | -61.089880 | san ignacio | bo | |||||
| 1 | -69.686479 | -84.076501 | punta arenas | cl | |||||
| 2 | 8.419977 | 136.372507 | airai | pw | |||||
| 4 | 61.592274 | -131.843796 | whitehorse | ca | |||||
| 5 | 64.212479 | -177.111221 | egvekinot | ru |
In [6]:
# Loop through the cities_pd and run a weather search for each city
for index, row in new_cities.iterrows():
target_url="http://api.openweathermap.org/data/2.5/weather?q=%s&units=IMPERIAL&mode=json&APPID=%s" % (row["City"].replace(" ","+"), api_key)
cities_weather = requests.get(target_url).json()
print(target_url)
try:
new_cities.set_value(index, "Max Temp", cities_weather["main"]["temp_max"])
new_cities.set_value(index, "Humidity", cities_weather["main"]["humidity"])
new_cities.set_value(index, "Cloud Cover", cities_weather["clouds"]["all"])
new_cities.set_value(index, "Wind Speed", cities_weather["wind"]["speed"])
new_cities.set_value(index, "Date", cities_weather["dt"])
except:
print("Missing city weather data.......skipping")
# Turn columns to numeric because of empty rows
new_cities["Max Temp"] = pd.to_numeric(new_cities["Max Temp"], errors='coerce')
new_cities["Humidity"] = pd.to_numeric(new_cities["Humidity"], errors='coerce')
new_cities["Cloud Cover"] = pd.to_numeric(new_cities["Cloud Cover"], errors='coerce')
new_cities["Wind Speed"] = pd.to_numeric(new_cities["Wind Speed"], errors='coerce')
new_cities.head()
http://api.openweathermap.org/data/2.5/weather?q=san+ignacio&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=punta+arenas&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=airai&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=whitehorse&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=egvekinot&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=hun&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=monrovia&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=salalah&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=itaporanga&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=bamboo&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=belushya+guba&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=hobyo&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=arraial+do+cabo&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=barrow&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=kuche&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=neiafu&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=shache&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=new+norfolk&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=bengkulu&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=popondetta&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=thompson&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=bredasdorp&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=mataura&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=hobart&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=georgetown&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=luderitz&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=puerto+ayora&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=aksha&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=dhidhdhoo&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=nanakuli&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=mar+del+plata&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=kousseri&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=mount+pleasant&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=dalhousie&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=yellowknife&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=rikitea&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=albany&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=quatre+cocos&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=kapaa&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=tautira&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=torbay&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=dikson&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=asayita&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=paraiso&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=nizhneyansk&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=koutsouras&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=coquimbo&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=turukhansk&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=forestville&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=paamiut&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=busselton&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=muisne&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=port+hedland&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=lorengau&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=tual&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=sumbawa&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=biak&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=ngukurr&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=tessalit&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=caxito&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=paita&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=vila+velha&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=jamestown&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=ushuaia&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=port+alfred&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=jega&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=hilo&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=taitung&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=cockburn+town&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=mae+hong+son&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=yaan&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=kodiak&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=saint-pierre&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=kerema&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=kondinskoye&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=villa+bruzual&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=homa+bay&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=omaruru&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=chacabuco&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=simpang&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=tuktoyaktuk&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=rungata&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=puerto+escondido&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=saint-philippe&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=barentsburg&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=nikolskoye&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=miramar&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=hermanus&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=araouane&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=illoqqortoormiut&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=lakatoro&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=taolanaro&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=la+asuncion&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=hovd&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=hauterive&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=hami&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=tabou&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=norman+wells&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=cape+town&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=vaini&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=buin&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=yatou&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=amderma&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=nouakchott&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=sanbu&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=atuona&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=brae&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=tasiilaq&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=hithadhoo&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=esso&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=baniyas&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=pospelikha&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=ponta+do+sol&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=elizabeth+city&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=port+hardy&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=bluff&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=geraldton&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=chuy&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=jalu&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=dingle&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=upernavik&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=agva&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=sivas&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=mahebourg&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=xghajra&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=bethel&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=chokurdakh&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=aksarka&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=mundargi&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=lubango&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=avarua&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=port+blair&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=moron&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=klyuchevskiy&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=samusu&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=saskylakh&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=meyungs&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=mount+isa&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=college&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=gumdag&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=bilibino&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=ancud&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=qaanaaq&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=los+llanos+de+aridane&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=saldanha&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=wajir&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=kaitangata&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=morondava&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=cherskiy&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=itarema&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=longyearbyen&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=suwannaphum&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=henties+bay&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=mascote&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=fairbanks&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=provideniya&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=karratha&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=lompoc&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=caravelas&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=mayumba&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=east+london&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=canton&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=tura&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=igdir&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=attawapiskat&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=lebu&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=bayji&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=sinnamary&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=miracema+do+tocantins&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=castro&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=kavieng&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=qandala&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=mys+shmidta&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=haibowan&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=yar-sale&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=impfondo&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=lubao&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=butaritari&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=katsuura&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=poum&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=dimona&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=corowa&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=baghmara&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=kabala&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=the+valley&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=shymkent&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=tahe&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=chunhuhub&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=yulara&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=faya&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=tilichiki&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=galiwinku&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=tecoanapa&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=mandera&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=emba&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=bambous+virieux&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=umzimvubu&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=broome&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=maraa&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=tiksi&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=yinchuan&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=karkaralinsk&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=fecamp&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=mombasa&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=anchorage&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=belaya+gora&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=inuvik&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=rawson&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=innisfail&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=cancun&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=sabha&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=great+falls&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=agadez&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=iqaluit&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=te+anau&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=faanui&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=houlton&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=shingu&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=vardo&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=dossor&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=barinas&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=kentau&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=vanimo&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=kahului&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=hit&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=cayenne&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=husavik&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=northam&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=gao&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=sinkat&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=kendari&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=cidreira&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=grand+river+south+east&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=hanko&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=mount+gambier&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=solnechnyy&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=spassk-dalniy&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=kytlym&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=nizhneangarsk&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=bandarbeyla&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=marcona&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=port+elizabeth&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=sainthia&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=lugovoy&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=paradwip&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=camana&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=huarmey&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=chapais&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=pevek&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=svetlogorsk&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=puerto+baquerizo+moreno&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=kruisfontein&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=abnub&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=riyadh&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=san+rafael&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=avera&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=corpus+christi&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=narsaq&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=gejiu&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=ballina&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=ilulissat&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=podgornoye&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=chaozhou&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=deputatskiy&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=jinchang&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=toliary&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=havre-saint-pierre&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=chamba&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=sorland&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=nanortalik&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=kelvington&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=arroyo&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=amalapuram&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=namatanai&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=roebourne&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=wilmington+island&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 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http://api.openweathermap.org/data/2.5/weather?q=boende&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=haines+junction&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=auki&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=kalmunai&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=aflu&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=verkhnevilyuysk&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=port+augusta&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 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http://api.openweathermap.org/data/2.5/weather?q=sentyabrskiy&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=port+hawkesbury&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=alamosa&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=maneadero&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=okha&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=athabasca&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=mayo&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=alice+springs&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=quijingue&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=tiznit&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=dicabisagan&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=jackson&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=cap+malheureux&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=najran&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=nantucket&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=saleaula&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=ullapool&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=grand+forks&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=cabedelo&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=tecolutla&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=hassleholm&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=pitimbu&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=biltine&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=jensen+beach&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=isangel&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=bataipora&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=khonuu&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=barra+do+corda&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=lithakia&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=doka&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=hasaki&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=mulege&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=matara&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=hokitika&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=naze&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=high+rock&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=half+moon+bay&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=imst&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=aklavik&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=hambantota&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=dunedin&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=chumikan&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=two+rivers&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=tekeli&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=san+policarpo&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=san+cristobal&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=linqiong&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=port+lincoln&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=ulladulla&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=weston&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=kishapu&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=katangli&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=mvuma&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=denpasar&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=honiara&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=nogliki&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=tuatapere&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=irtyshskiy&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=farah&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=celano&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=kaka&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=hervey+bay&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=vaitape&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=pisco&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=funtua&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=hammerfest&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=touros&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=constantine&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=dolores&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=yenotayevka&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=codrington&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=gushikawa&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=alappuzha&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=vila+do+maio&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=da+lat&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=salym&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=dutlwe&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=klaksvik&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=saint+anthony&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=ituni&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=douentza&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=fevralsk&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=suixi&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=anshun&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=taltal&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=taoudenni&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=aswan&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=nortelandia&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=parana&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=assiniboia&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=awjilah&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=las+matas+de+farfan&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=necochea&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=clyde+river&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=sami&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=skiros&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=bathsheba&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=qaqortoq&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=camargo&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=constitucion&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=leningradskiy&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=puri&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=kutum&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=alofi&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=labytnangi&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=tarko-sale&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=beyneu&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=ucluelet&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=kamenka&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=sciacca&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=tuy+hoa&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=ixtapa&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=olafsvik&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=ovsyanka&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=iskateley&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=seydi&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=malakal&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=severo-kurilsk&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=berlevag&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=wolgast&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=fortuna&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=alice+town&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=shedok&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=sibut&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=lagoa&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=lang+son&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=teya&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=gurupa&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=maniitsoq&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=ostrovnoy&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=clarence+town&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=grindavik&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=mangrol&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=gamba&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=tambura&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=abu+samrah&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=green+river&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=ossora&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=tucumcari&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=ravar&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=eldikan&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=brigham+city&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=santiago+del+estero&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=mastic+beach&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=viedma&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=tsihombe&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=kourou&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=pilao+arcado&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=mopti&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=batagay&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=dianopolis&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=sao+joao+da+barra&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=gondanglegi&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=omboue&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=pacific+grove&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=burica&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=muli&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=odienne&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=gobabis&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=viligili&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping http://api.openweathermap.org/data/2.5/weather?q=sioux+lookout&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=namie&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 http://api.openweathermap.org/data/2.5/weather?q=halalo&units=IMPERIAL&mode=json&APPID=4c28215f1c71887e12ca92c10a6ac317 Missing city weather data.......skipping
C:\Users\sitra\Anaconda3\envs\PythonData\lib\site-packages\ipykernel_launcher.py:18: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy C:\Users\sitra\Anaconda3\envs\PythonData\lib\site-packages\ipykernel_launcher.py:19: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy C:\Users\sitra\Anaconda3\envs\PythonData\lib\site-packages\ipykernel_launcher.py:20: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy C:\Users\sitra\Anaconda3\envs\PythonData\lib\site-packages\ipykernel_launcher.py:21: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy
Out[6]:
| lat | long | City | Country | Max Temp | Humidity | Cloud Cover | Wind Speed | Date | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | -15.935698 | -61.089880 | san ignacio | bo | 79.05 | 79.0 | 64.0 | 4.16 | 1513783808 |
| 1 | -69.686479 | -84.076501 | punta arenas | cl | 50.00 | 53.0 | 20.0 | 47.20 | 1513782000 |
| 2 | 8.419977 | 136.372507 | airai | pw | NaN | NaN | NaN | NaN | |
| 4 | 61.592274 | -131.843796 | whitehorse | ca | 8.60 | 78.0 | 20.0 | 11.41 | 1513782000 |
| 5 | 64.212479 | -177.111221 | egvekinot | ru | 9.30 | 78.0 | 68.0 | 3.15 | 1513783808 |
In [7]:
# Save the DataFrame as a csv
new_cities.to_csv("city_weather_data.csv", encoding="utf-8", index=False)
In [12]:
# Build a scatter plot for each data type
#print(new_cities["lat"])
#print(new_cities["Max Temp"])
plt.scatter(new_cities["lat"], new_cities["Max Temp"], edgecolor="black", linewidths=1, marker="o", alpha=0.8, label="Cities")
# Incorporate the other graph properties
plt.title("City Latitude vs. Max Temperature (12-20-2017)")
plt.ylabel("Max Temperature (F)")
plt.xlabel("Latitude")
plt.grid(True)
# Save the figure
plt.savefig("MaxTemp_Latitude.png")
# Show plot
plt.show()
In [9]:
# Build a scatter plot for each data type
#print(new_cities["lat"])
#print(new_cities["Max Temp"])
plt.scatter(new_cities["lat"], new_cities["Humidity"], edgecolor="black", linewidths=1, marker="o", alpha=0.8, label="Cities")
# Incorporate the other graph properties
plt.title("City Latitude vs. Humidity (12-20-2017)")
plt.ylabel("Humidity (%)")
plt.xlabel("Latitude")
plt.grid(True)
# Save the figure
plt.savefig("Humidity_Latitude.png")
# Show plot
plt.show()
In [10]:
# Build a scatter plot for each data type
#print(new_cities["lat"])
#print(new_cities["Max Temp"])
plt.scatter(new_cities["lat"], new_cities["Cloud Cover"], edgecolor="black", linewidths=1, marker="o", alpha=0.8, label="Cities")
# Incorporate the other graph properties
plt.title("City Latitude vs. Cloudiness (12-20-2017)")
plt.ylabel("Cloudiness (%)")
plt.xlabel("Latitude")
plt.grid(True)
# Save the figure
plt.savefig("Cloudiness_Latitude.png")
# Show plot
plt.show()
In [11]:
# Build a scatter plot for each data type
#print(new_cities["lat"])
#print(new_cities["Wind Speed])
plt.scatter(new_cities["lat"], new_cities["Wind Speed"], edgecolor="black", linewidths=1, marker="o", alpha=0.8, label="Cities")
# Incorporate the other graph properties
plt.title("City Latitude vs. Wind Speed (12-20-2017)")
plt.ylabel("Wind Speed (mph))")
plt.xlabel("Latitude")
plt.grid(True)
# Save the figure
plt.savefig("WindSpeed_Latitude.png")
# Show plot
plt.show()
