import requests
import urllib
import matplotlib.pyplot as plt
from IPython.display import display, Image
from IPython.core.display import HTML 
import requests
%matplotlib inline

def display_image(url):
    response = urllib.request.urlopen(url).read()
    img = Image(response, width=200)
    display(img)

display_image("https://i.ytimg.com/vi/z_AbfPXTKms/hqdefault.jpg")

response = requests.get("https://api.spotify.com/v1/search?query=lil&offset=0&limit=20&type=artist")
data = response.json()

data.keys()

data['artists'].keys()

artists = data['artists']['items']

artists[0].keys()

artists[0]['images']

#def display_artist_image(artist):
#    try:
#        #print("Trying to display an image for someone")
#        display_image(artist['images'][0]['url'])
#        #print("Displayed an image for that person")
#    except:
#        #print("Failed on", artist)
#        pass

def display_artist_image(artist):
    display_image(artist['images'][0]['url'])

unpopular_response = requests.get("https://api.spotify.com/v1/search?query=lil&offset=1200&limit=20&type=artist")
unpopular_data = unpopular_response.json()

unpopular_artists = unpopular_data['artists']['items']

for artist in unpopular_artists:
    try:
        display_artist_image(artist)
    except:
        print("Failed on", artist['name'])