Grade: 6 / 8 -- take a look at TA-COMMENTS (you can Command + F to search for "TA-COMMENT")

I don't have the spotify portion of your HW5 -- is it somewhere else in your repo? Let me know because that part of the homework is another 8 points.

1) With "Lil Wayne" and "Lil Kim" there are a lot of "Lil" musicians. Do a search and print a list of 50 that are playable in the USA (or the country of your choice), along with their popularity score.



In [4]:

    
# !pip3 install requests
import requests
response = requests.get('https://api.spotify.com/v1/search?query=Lil+&offset=0&limit=50&type=artist&market=US')
data = response.json()
data.keys()
artist_data = data['artists']['items']
for artist in artist_data:
    print(artist['name'], artist['popularity'], artist['genres'])









    



Lil Wayne 86 ['dirty south rap', 'pop rap', 'southern hip hop', 'trap music']
Lil Yachty 74 []
Lil Uzi Vert 74 []
Lil Dicky 69 []
Boosie Badazz 67 []
Lil Jon 72 ['crunk', 'dirty south rap', 'southern hip hop']
King Lil G 61 []
Lil Durk 60 []
Lil Jon & The East Side Boyz 60 []
Lil Bibby 54 []
G Herbo 53 []
Lil Rob 50 ['chicano rap', 'latin hip hop']
Lil Scrappy 50 ['crunk', 'dirty south rap', 'southern hip hop', 'trap music']
Lil Reese 50 []
Bow Wow 57 ['hip pop', 'pop rap']
Lil Keke 48 []
Lil Wyte 50 ['juggalo']
Lil Blood 46 []
Lil Snupe 45 []
Lil Boom 47 []
Lil Mama 45 ['hip pop']
Lil B 44 []
Lil' Kim 62 ['hip pop']
Lil Cuete 40 ['chicano rap']
Lil Phat 40 []
Lil Debbie 43 []
Lil Twist 40 ['jerk']
Lil Trill 37 ['deep trap']
Lil Goofy 36 []
Lil Lonnie 37 []
Lil AJ 37 []
Lil Haiti 38 []
Lil Cray 36 []
Mr. Lil One 36 ['chicano rap']
Lil Twon 36 []
Lil Mouse 35 []
Lil Yase 34 []
Lil Silva 43 []
Lil Flash 38 []
Lil Suzy 34 ['freestyle']
Lil Eddie 41 []
Lil Rue 34 []
Lil Kesh 39 []
Lil Wayne, DJ Drama 35 []
Lil C 33 []
Lil Rick 39 ['soca']
Lil E 35 []
Lil June 32 []
Lil Fate 34 []
Lil' Flip 50 ['crunk', 'dirty south rap']

2) What genres are most represented in the search results? Edit your previous printout to also display a list of their genres in the format "GENRE_1, GENRE_2, GENRE_3". If there are no genres, print "No genres listed".



In [2]:

    
genre_list = []
for artist in artist_data:
    for genre in artist['genres']:
        genre_list.append(genre)
print(genre_list)
genre_count = 0

# TA-COMMENT: (-0.5) This is actually calling your temporary variable "artist" from your for loop above. 
# You want to call 'artist['genres']'
for genre in artist['genres']: 
    
    # TA-COMMENT: This is actually always true and therefore, it's not doing what you'd want it to do!  
    if True:
        genre_count = genre_count + 1
        print(artist['genres'])
    else:
        print("No genres listed")









    



['dirty south rap', 'pop rap', 'southern hip hop', 'trap music', 'crunk', 'dirty south rap', 'southern hip hop', 'chicano rap', 'latin hip hop', 'hip pop', 'pop rap', 'crunk', 'dirty south rap', 'southern hip hop', 'trap music', 'juggalo', 'hip pop', 'hip pop', 'chicano rap', 'jerk', 'deep trap', 'chicano rap', 'freestyle', 'soca', 'crunk', 'dirty south rap']
['crunk', 'dirty south rap']
['crunk', 'dirty south rap']



In [1]:

    
# TA-COMMENT: see example
if True:
    print("hello")









    



hello



In [4]:

    
import requests # TA-COMMENT: No need to import requests everytime -- you just once to do it once within a notebook
response = requests.get('https://api.spotify.com/v1/search?query=Lil+&offset=0&limit=50&type=artist&market=US')
data = response.json()
type(data)
data.keys()
type(data['artists'])
data['artists'].keys()
artists = data['artists']['items']
artists

# TA-COMMENT: Excellent for loop!! 
for artist in artists:
    print(artist['name'], artist['popularity']) 
    if len(artist['genres']) > 0:
        genres = ", ".join(artist['genres'])
        print("Genre list: ", genres)
    else:
        print("No genres listed")









    



Lil Wayne 86
Genre list:  dirty south rap, pop rap, southern hip hop, trap music
Lil Yachty 72
No genres listed
Lil Uzi Vert 72
No genres listed
Lil Dicky 68
No genres listed
Boosie Badazz 67
No genres listed
Lil Jon 72
Genre list:  crunk, dirty south rap, southern hip hop
King Lil G 61
No genres listed
Lil Durk 60
No genres listed
Lil Jon & The East Side Boyz 60
No genres listed
Lil Bibby 54
No genres listed
G Herbo 53
No genres listed
Lil Rob 50
Genre list:  chicano rap, latin hip hop
Lil Reese 50
No genres listed
Lil Keke 48
No genres listed
Bow Wow 57
Genre list:  hip pop, pop rap
Lil Scrappy 48
Genre list:  crunk, dirty south rap, southern hip hop, trap music
Lil Wyte 50
Genre list:  juggalo
Lil Blood 45
No genres listed
Lil Snupe 45
No genres listed
Lil Mama 45
Genre list:  hip pop
Lil B 44
No genres listed
Lil' Kim 62
Genre list:  hip pop
Lil Cuete 40
Genre list:  chicano rap
Lil Phat 39
No genres listed
Lil Debbie 43
No genres listed
Lil Twist 39
Genre list:  jerk
Lil Trill 37
Genre list:  deep trap
Lil Twon 38
No genres listed
Lil AJ 37
No genres listed
Lil Lonnie 37
No genres listed
Lil Boom 35
No genres listed
Lil Goofy 35
No genres listed
Mr. Lil One 36
Genre list:  chicano rap
Lil Haiti 36
No genres listed
Lil Flash 38
No genres listed
Lil Kesh 39
No genres listed
Lil Cray 35
No genres listed
Lil Silva 43
No genres listed
Lil Rue 34
No genres listed
Lil Eddie 41
No genres listed
Lil Yase 33
No genres listed
Lil Wayne, DJ Drama 35
No genres listed
Lil Suzy 34
Genre list:  freestyle
Lil Mouse 34
No genres listed
Lil C 33
No genres listed
Lil Rick 39
Genre list:  soca
Lil June 32
No genres listed
Lil E 34
No genres listed
Lil Fate 34
No genres listed
Lil' Flip 49
Genre list:  crunk, dirty south rap



In [5]:

    
response = requests.get('https://api.spotify.com/v1/search?query=Lil+&offset=0&limit=50&type=artist&market=US')
data = response.json()


# genres = data['genres']
# genre_count = 0
# for genre in genres:
#     print(genres['name'])
#     g = genres + 1
#     genre_count.append(g)

data.keys()









    Out[5]:





dict_keys(['artists'])



In [5]:

    
# to figure out what data['artists'] is, we have a couple of options. My favorite!! Printing!! 

print(data['artists']) #its a dictionary so look inside!









    



{'href': 'https://api.spotify.com/v1/search?query=Lil+&offset=0&limit=50&type=artist&market=US', 'offset': 0, 'limit': 50, 'previous': None, 'items': [{'href': 'https://api.spotify.com/v1/artists/55Aa2cqylxrFIXC767Z865', 'name': 'Lil Wayne', 'genres': ['dirty south rap', 'pop rap', 'southern hip hop', 'trap music'], 'type': 'artist', 'uri': 'spotify:artist:55Aa2cqylxrFIXC767Z865', 'images': [{'width': 1000, 'url': 'https://i.scdn.co/image/cf012139c3b8681b46a66bae70558a8a336ab231', 'height': 1239}, {'width': 640, 'url': 'https://i.scdn.co/image/fffd48d60e27901f6e9ce99423f045cb2b893944', 'height': 793}, {'width': 200, 'url': 'https://i.scdn.co/image/bf03141629c202e94b206f1374a39326a9d8c6ca', 'height': 248}, {'width': 64, 'url': 'https://i.scdn.co/image/521f99f2469883b8806a69a3a2487fdd983bd621', 'height': 79}], 'popularity': 86, 'external_urls': {'spotify': 'https://open.spotify.com/artist/55Aa2cqylxrFIXC767Z865'}, 'id': '55Aa2cqylxrFIXC767Z865', 'followers': {'href': None, 'total': 2624859}}, {'href': 'https://api.spotify.com/v1/artists/6icQOAFXDZKsumw3YXyusw', 'name': 'Lil Yachty', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:6icQOAFXDZKsumw3YXyusw', 'images': [{'width': 640, 'url': 'https://i.scdn.co/image/add25baa69fc7bfd9cfd5d87716941028c2d6736', 'height': 640}, {'width': 300, 'url': 'https://i.scdn.co/image/3f8205117bdd028a648ad3fc925f9fb46dfa26fa', 'height': 300}, {'width': 64, 'url': 'https://i.scdn.co/image/ccc54e2911dbc5463acb401ee61489e27d991408', 'height': 64}], 'popularity': 72, 'external_urls': {'spotify': 'https://open.spotify.com/artist/6icQOAFXDZKsumw3YXyusw'}, 'id': '6icQOAFXDZKsumw3YXyusw', 'followers': {'href': None, 'total': 38466}}, {'href': 'https://api.spotify.com/v1/artists/4O15NlyKLIASxsJ0PrXPfz', 'name': 'Lil Uzi Vert', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:4O15NlyKLIASxsJ0PrXPfz', 'images': [{'width': 640, 'url': 'https://i.scdn.co/image/8c02344d1cb9069a5a2a9d1e860dc88b04088549', 'height': 640}, {'width': 320, 'url': 'https://i.scdn.co/image/28ac78387ad26048ccab0b671cbaddb30a2b52da', 'height': 320}, {'width': 160, 'url': 'https://i.scdn.co/image/6b074e198860470024e57ebbc1dda9f58088c506', 'height': 160}], 'popularity': 73, 'external_urls': {'spotify': 'https://open.spotify.com/artist/4O15NlyKLIASxsJ0PrXPfz'}, 'id': '4O15NlyKLIASxsJ0PrXPfz', 'followers': {'href': None, 'total': 56236}}, {'href': 'https://api.spotify.com/v1/artists/1tqhsYv8yBBdwANFNzHtcr', 'name': 'Lil Dicky', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:1tqhsYv8yBBdwANFNzHtcr', 'images': [{'width': 1000, 'url': 'https://i.scdn.co/image/a9c000526b14038b1fe69c72b0775f125bdf08af', 'height': 1000}, {'width': 640, 'url': 'https://i.scdn.co/image/31eac6ae8bdd6909236b5fd729d17406cc794e2d', 'height': 640}, {'width': 200, 'url': 'https://i.scdn.co/image/24dcb67ddd3afc794a4b1dab4cc1a47035a0beab', 'height': 200}, {'width': 64, 'url': 'https://i.scdn.co/image/2d2ebd85f676535129dbb7c3a4bb96e7bfd940a7', 'height': 64}], 'popularity': 68, 'external_urls': {'spotify': 'https://open.spotify.com/artist/1tqhsYv8yBBdwANFNzHtcr'}, 'id': '1tqhsYv8yBBdwANFNzHtcr', 'followers': {'href': None, 'total': 225174}}, {'href': 'https://api.spotify.com/v1/artists/6z7xFFHxYkE9t8bwIF0Bvg', 'name': 'Boosie Badazz', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:6z7xFFHxYkE9t8bwIF0Bvg', 'images': [{'width': 1000, 'url': 'https://i.scdn.co/image/f89376b78fe94a1692a5768f8f3440a4397bfb17', 'height': 667}, {'width': 640, 'url': 'https://i.scdn.co/image/fbf5353d4410a540cc74285d387d9e59d038592a', 'height': 427}, {'width': 200, 'url': 'https://i.scdn.co/image/39995515de01dc9eb91bc9c17d5c1921e7e54a1f', 'height': 133}, {'width': 64, 'url': 'https://i.scdn.co/image/b34f525381a78c72f423d74b76a47e1a1da9f7f8', 'height': 43}], 'popularity': 67, 'external_urls': {'spotify': 'https://open.spotify.com/artist/6z7xFFHxYkE9t8bwIF0Bvg'}, 'id': '6z7xFFHxYkE9t8bwIF0Bvg', 'followers': {'href': None, 'total': 220335}}, {'href': 'https://api.spotify.com/v1/artists/7sfl4Xt5KmfyDs2T3SVSMK', 'name': 'Lil Jon', 'genres': ['crunk', 'dirty south rap', 'southern hip hop'], 'type': 'artist', 'uri': 'spotify:artist:7sfl4Xt5KmfyDs2T3SVSMK', 'images': [{'width': 1000, 'url': 'https://i.scdn.co/image/885941564eadf27b7ee86d089e87967f9e3cf612', 'height': 664}, {'width': 640, 'url': 'https://i.scdn.co/image/b5495566665b41f3dc2560d37d043e4a3dc2ca41', 'height': 425}, {'width': 200, 'url': 'https://i.scdn.co/image/6ea9f92a43e23eaa7ced98d8773de37229b1410d', 'height': 133}, {'width': 64, 'url': 'https://i.scdn.co/image/ddef386b560619f296a27059874ad3fc7fd5d85d', 'height': 43}], 'popularity': 72, 'external_urls': {'spotify': 'https://open.spotify.com/artist/7sfl4Xt5KmfyDs2T3SVSMK'}, 'id': '7sfl4Xt5KmfyDs2T3SVSMK', 'followers': {'href': None, 'total': 256172}}, {'href': 'https://api.spotify.com/v1/artists/6L3x3if9RVimruryD9LoFb', 'name': 'King Lil G', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:6L3x3if9RVimruryD9LoFb', 'images': [{'width': 587, 'url': 'https://i.scdn.co/image/8942e9c0745697fa8e3e75f02aa461d722a0519d', 'height': 879}, {'width': 200, 'url': 'https://i.scdn.co/image/9fa49263a60cd27888e23b6c6c10c930af48114e', 'height': 299}, {'width': 64, 'url': 'https://i.scdn.co/image/c11e5e1e9d21cee430c1bd7c72e387422854bd6a', 'height': 96}], 'popularity': 61, 'external_urls': {'spotify': 'https://open.spotify.com/artist/6L3x3if9RVimruryD9LoFb'}, 'id': '6L3x3if9RVimruryD9LoFb', 'followers': {'href': None, 'total': 64321}}, {'href': 'https://api.spotify.com/v1/artists/3hcs9uc56yIGFCSy9leWe7', 'name': 'Lil Durk', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:3hcs9uc56yIGFCSy9leWe7', 'images': [{'width': 999, 'url': 'https://i.scdn.co/image/2b83f7df57f9098558c63047c494dea26f2da67e', 'height': 426}, {'width': 640, 'url': 'https://i.scdn.co/image/42e0d88103ed677b9a6cfa426e53428127ae903d', 'height': 273}, {'width': 199, 'url': 'https://i.scdn.co/image/b127461c288b3777fd18ffcd3523856b6063ea1e', 'height': 85}, {'width': 63, 'url': 'https://i.scdn.co/image/3674b105e3a72fbb92794029846a43dc66b2fcab', 'height': 27}], 'popularity': 60, 'external_urls': {'spotify': 'https://open.spotify.com/artist/3hcs9uc56yIGFCSy9leWe7'}, 'id': '3hcs9uc56yIGFCSy9leWe7', 'followers': {'href': None, 'total': 134201}}, {'href': 'https://api.spotify.com/v1/artists/3ciRvbBIVz9fBoPbtSYq4x', 'name': 'Lil Jon & The East Side Boyz', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:3ciRvbBIVz9fBoPbtSYq4x', 'images': [{'width': 554, 'url': 'https://i.scdn.co/image/aafc4156598fa9f8f052ec5687e648ba9120f07e', 'height': 500}, {'width': 200, 'url': 'https://i.scdn.co/image/7a9ccdaebabf83f763af6664d5d483c57332bc08', 'height': 181}, {'width': 64, 'url': 'https://i.scdn.co/image/e74083480033e85373d3deb546f16d8beedeccb3', 'height': 58}], 'popularity': 60, 'external_urls': {'spotify': 'https://open.spotify.com/artist/3ciRvbBIVz9fBoPbtSYq4x'}, 'id': '3ciRvbBIVz9fBoPbtSYq4x', 'followers': {'href': None, 'total': 17066}}, {'href': 'https://api.spotify.com/v1/artists/4uSN8Y3kgFNVULUWsZEAVW', 'name': 'Lil Bibby', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:4uSN8Y3kgFNVULUWsZEAVW', 'images': [{'width': 1000, 'url': 'https://i.scdn.co/image/07c75abe717a9b704083ef38c4446abbff10fda5', 'height': 1000}, {'width': 640, 'url': 'https://i.scdn.co/image/1903fd19c7279418c71da62aa02ce47cccf63e52', 'height': 640}, {'width': 200, 'url': 'https://i.scdn.co/image/9c37f8c40ab3594de42f1861f592f558f91d0f51', 'height': 200}, {'width': 64, 'url': 'https://i.scdn.co/image/efba595d34603b014b125d65f7851103185158b4', 'height': 64}], 'popularity': 54, 'external_urls': {'spotify': 'https://open.spotify.com/artist/4uSN8Y3kgFNVULUWsZEAVW'}, 'id': '4uSN8Y3kgFNVULUWsZEAVW', 'followers': {'href': None, 'total': 44184}}, {'href': 'https://api.spotify.com/v1/artists/5QdEbQJ3ylBnc3gsIASAT5', 'name': 'G Herbo', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:5QdEbQJ3ylBnc3gsIASAT5', 'images': [{'width': 1000, 'url': 'https://i.scdn.co/image/2cb955d0b6d08e1ff70cff98b332f6debf7a8e4a', 'height': 667}, {'width': 640, 'url': 'https://i.scdn.co/image/72667af5dfd57266ba7348bbec97c246986bdbfe', 'height': 427}, {'width': 199, 'url': 'https://i.scdn.co/image/f366a759361f875f6259ef805c76e39ff3dd754c', 'height': 133}, {'width': 64, 'url': 'https://i.scdn.co/image/d7b0cd61112a7b8b6326c6454652685c1d1baa1c', 'height': 43}], 'popularity': 53, 'external_urls': {'spotify': 'https://open.spotify.com/artist/5QdEbQJ3ylBnc3gsIASAT5'}, 'id': '5QdEbQJ3ylBnc3gsIASAT5', 'followers': {'href': None, 'total': 51567}}, {'href': 'https://api.spotify.com/v1/artists/7B7TGqQe7QTVm2U6q8jzk1', 'name': 'Lil Rob', 'genres': ['chicano rap', 'latin hip hop'], 'type': 'artist', 'uri': 'spotify:artist:7B7TGqQe7QTVm2U6q8jzk1', 'images': [{'width': 640, 'url': 'https://i.scdn.co/image/7b37dc3ed21b4236502d24a897ac02aa4eb9f183', 'height': 640}, {'width': 300, 'url': 'https://i.scdn.co/image/457e18474f5cf18eae93e1435dcc5d2fb88c8efd', 'height': 300}, {'width': 64, 'url': 'https://i.scdn.co/image/8e7c25760b9b5d6dbc58ebc30443114fdfdfb927', 'height': 64}], 'popularity': 50, 'external_urls': {'spotify': 'https://open.spotify.com/artist/7B7TGqQe7QTVm2U6q8jzk1'}, 'id': '7B7TGqQe7QTVm2U6q8jzk1', 'followers': {'href': None, 'total': 35866}}, {'href': 'https://api.spotify.com/v1/artists/1bPxKZtCdjB1aj1csBJpdS', 'name': 'Lil Reese', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:1bPxKZtCdjB1aj1csBJpdS', 'images': [{'width': 640, 'url': 'https://i.scdn.co/image/c3f33bf2d8bc3e00d0d82fd9e2a11c0594079833', 'height': 640}, {'width': 300, 'url': 'https://i.scdn.co/image/6535600354e3ff225b5704ab3c9b4a4033746fb1', 'height': 300}, {'width': 64, 'url': 'https://i.scdn.co/image/ba89cf9b97304f9f07132e8bb06293170109b64b', 'height': 64}], 'popularity': 50, 'external_urls': {'spotify': 'https://open.spotify.com/artist/1bPxKZtCdjB1aj1csBJpdS'}, 'id': '1bPxKZtCdjB1aj1csBJpdS', 'followers': {'href': None, 'total': 23861}}, {'href': 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'https://i.scdn.co/image/79b367700f460ea27a3f0ad56ac2596d3f220ae1', 'height': 300}, {'width': 64, 'url': 'https://i.scdn.co/image/9bf3f51c3475fcfa7e2cac1780c97dff19cb47c4', 'height': 96}], 'popularity': 43, 'external_urls': {'spotify': 'https://open.spotify.com/artist/2Kv0ApBohrL213X9avMrEn'}, 'id': '2Kv0ApBohrL213X9avMrEn', 'followers': {'href': None, 'total': 9452}}, {'href': 'https://api.spotify.com/v1/artists/38XiDu0kK3Z5jdHUDqBzNT', 'name': 'Lil Kesh', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:38XiDu0kK3Z5jdHUDqBzNT', 'images': [{'width': 640, 'url': 'https://i.scdn.co/image/63f06a92ecd7974e1360c1fbf318285b52208594', 'height': 640}, {'width': 300, 'url': 'https://i.scdn.co/image/2cc112871d0755a7b08c8640d77c027dbe2fefff', 'height': 300}, {'width': 64, 'url': 'https://i.scdn.co/image/37245d0c87fc06fd2ed5aab80207c2a70b688e9d', 'height': 64}], 'popularity': 39, 'external_urls': {'spotify': 'https://open.spotify.com/artist/38XiDu0kK3Z5jdHUDqBzNT'}, 'id': '38XiDu0kK3Z5jdHUDqBzNT', 'followers': {'href': None, 'total': 1664}}, {'href': 'https://api.spotify.com/v1/artists/4IFVaKBbEO8Qkurg6nmoc4', 'name': 'Lil Rue', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:4IFVaKBbEO8Qkurg6nmoc4', 'images': [{'width': 640, 'url': 'https://i.scdn.co/image/a71e6d63cee27fbf8d35783319f27517544729a6', 'height': 640}, {'width': 300, 'url': 'https://i.scdn.co/image/6872135b1c7727339bc927f76b6502e7b0626bb4', 'height': 300}, {'width': 64, 'url': 'https://i.scdn.co/image/b9704a6bad87cf9e221824ac02f09dc8569c5fc6', 'height': 64}], 'popularity': 34, 'external_urls': {'spotify': 'https://open.spotify.com/artist/4IFVaKBbEO8Qkurg6nmoc4'}, 'id': '4IFVaKBbEO8Qkurg6nmoc4', 'followers': {'href': None, 'total': 3292}}, {'href': 'https://api.spotify.com/v1/artists/4vIlHBnzWKbmWe8ZOkT1ZT', 'name': 'Lil Yase', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:4vIlHBnzWKbmWe8ZOkT1ZT', 'images': [{'width': 640, 'url': 'https://i.scdn.co/image/0f0c996d27335179f4136620e95d9c3245147806', 'height': 640}, {'width': 300, 'url': 'https://i.scdn.co/image/923c54f357bb8fbba8623cadb9f4194e90de760c', 'height': 300}, {'width': 64, 'url': 'https://i.scdn.co/image/85d4cf1f11ec3ba3481a9414fbb5dc5801abe086', 'height': 64}], 'popularity': 34, 'external_urls': {'spotify': 'https://open.spotify.com/artist/4vIlHBnzWKbmWe8ZOkT1ZT'}, 'id': '4vIlHBnzWKbmWe8ZOkT1ZT', 'followers': {'href': None, 'total': 1132}}, {'href': 'https://api.spotify.com/v1/artists/5CY0QKsbUBpQJIE2yycsYi', 'name': 'Lil Eddie', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:5CY0QKsbUBpQJIE2yycsYi', 'images': [{'width': 640, 'url': 'https://i.scdn.co/image/a1ab38ca89a4640ba1306c5f2ade50750194e5d9', 'height': 640}, {'width': 300, 'url': 'https://i.scdn.co/image/5ba8136190e12f51a128855f107afcfd446e63bd', 'height': 300}, {'width': 64, 'url': 'https://i.scdn.co/image/b2c57e0ba16bb50a92e84a1776bc6a324d858c2c', 'height': 64}], 'popularity': 41, 'external_urls': {'spotify': 'https://open.spotify.com/artist/5CY0QKsbUBpQJIE2yycsYi'}, 'id': '5CY0QKsbUBpQJIE2yycsYi', 'followers': {'href': None, 'total': 1623}}, {'href': 'https://api.spotify.com/v1/artists/65npPa1U4cgobX9wU7Jgpb', 'name': 'Lil Wayne, DJ Drama', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:65npPa1U4cgobX9wU7Jgpb', 'images': [{'width': 640, 'url': 'https://i.scdn.co/image/97bfe3f9251d35d9a358d8e937d3a6365c7a674a', 'height': 640}, {'width': 300, 'url': 'https://i.scdn.co/image/201eee225cd733022b0e78f6fbfe04861d898a84', 'height': 300}, {'width': 64, 'url': 'https://i.scdn.co/image/80f03593b486eb3b70f9c035097d669e7704c328', 'height': 64}], 'popularity': 35, 'external_urls': {'spotify': 'https://open.spotify.com/artist/65npPa1U4cgobX9wU7Jgpb'}, 'id': '65npPa1U4cgobX9wU7Jgpb', 'followers': {'href': None, 'total': 12856}}, {'href': 'https://api.spotify.com/v1/artists/5HPsVk1MblCoa44WLJsQwN', 'name': 'Lil Suzy', 'genres': ['freestyle'], 'type': 'artist', 'uri': 'spotify:artist:5HPsVk1MblCoa44WLJsQwN', 'images': [{'width': 720, 'url': 'https://i.scdn.co/image/9e2c6bb7420bdfe0675255200e6a90fbe6744514', 'height': 482}, {'width': 639, 'url': 'https://i.scdn.co/image/861aeb62673db5c88a4938462051496d54a88e14', 'height': 428}, {'width': 200, 'url': 'https://i.scdn.co/image/3bcf3420690356d33c72e6d699a6e087a2f287d4', 'height': 134}, {'width': 64, 'url': 'https://i.scdn.co/image/b807785791281b511ee7e545825f5508648914b0', 'height': 43}], 'popularity': 34, 'external_urls': {'spotify': 'https://open.spotify.com/artist/5HPsVk1MblCoa44WLJsQwN'}, 'id': '5HPsVk1MblCoa44WLJsQwN', 'followers': {'href': None, 'total': 5889}}, {'href': 'https://api.spotify.com/v1/artists/1cEHxCgGlEgqBc91YOcAEQ', 'name': 'Lil Mouse', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:1cEHxCgGlEgqBc91YOcAEQ', 'images': [{'width': 640, 'url': 'https://i.scdn.co/image/a7969adf46dff0c450120388bef4e760e2443a66', 'height': 640}, {'width': 300, 'url': 'https://i.scdn.co/image/9f155a53e2c7be92a0846befc94162e84a5e02b9', 'height': 300}, {'width': 64, 'url': 'https://i.scdn.co/image/7b434e7ce5acc91a1f1df22a4af376281e98dbbe', 'height': 64}], 'popularity': 34, 'external_urls': {'spotify': 'https://open.spotify.com/artist/1cEHxCgGlEgqBc91YOcAEQ'}, 'id': '1cEHxCgGlEgqBc91YOcAEQ', 'followers': {'href': None, 'total': 16312}}, {'href': 'https://api.spotify.com/v1/artists/69swdLSkKxCQBMYJ55O2mA', 'name': 'Lil C', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:69swdLSkKxCQBMYJ55O2mA', 'images': [{'width': 200, 'url': 'https://i.scdn.co/image/0b0c4aa534c6203577fd01f13a00807e4635851c', 'height': 300}, {'width': 64, 'url': 'https://i.scdn.co/image/ddef4f63a39e9007bef9adab285e7c51ce345848', 'height': 96}], 'popularity': 33, 'external_urls': {'spotify': 'https://open.spotify.com/artist/69swdLSkKxCQBMYJ55O2mA'}, 'id': '69swdLSkKxCQBMYJ55O2mA', 'followers': {'href': None, 'total': 1705}}, {'href': 'https://api.spotify.com/v1/artists/1qKzKUnuQsjB83hBZffoq0', 'name': 'Lil Rick', 'genres': ['soca'], 'type': 'artist', 'uri': 'spotify:artist:1qKzKUnuQsjB83hBZffoq0', 'images': [{'width': 640, 'url': 'https://i.scdn.co/image/4008de208a4462c926c09d5d341638abaa734d9d', 'height': 640}, {'width': 300, 'url': 'https://i.scdn.co/image/bd35dfb47d9719d7c94d185b55364a63d9a6e37d', 'height': 300}, {'width': 64, 'url': 'https://i.scdn.co/image/5d11e2608b6c526ae1bc76a09b0357ac3d802bfe', 'height': 64}], 'popularity': 39, 'external_urls': {'spotify': 'https://open.spotify.com/artist/1qKzKUnuQsjB83hBZffoq0'}, 'id': '1qKzKUnuQsjB83hBZffoq0', 'followers': {'href': None, 'total': 1829}}, {'href': 'https://api.spotify.com/v1/artists/3GH3KD2078kLPpEkN1UN26', 'name': 'Lil June', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:3GH3KD2078kLPpEkN1UN26', 'images': [{'width': 640, 'url': 'https://i.scdn.co/image/076a261d997d38ebbb55041a67bd4e00d960ce7e', 'height': 640}, {'width': 300, 'url': 'https://i.scdn.co/image/fbfc9a3a04437bba987ff1c2f4f38358b809b155', 'height': 300}, {'width': 64, 'url': 'https://i.scdn.co/image/0b3c65e61d127766aa052b33bcddd796d06d0f28', 'height': 64}], 'popularity': 32, 'external_urls': {'spotify': 'https://open.spotify.com/artist/3GH3KD2078kLPpEkN1UN26'}, 'id': '3GH3KD2078kLPpEkN1UN26', 'followers': {'href': None, 'total': 1411}}, {'href': 'https://api.spotify.com/v1/artists/0zn6yzsbWj3EPMgOTqfG5k', 'name': 'Lil E', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:0zn6yzsbWj3EPMgOTqfG5k', 'images': [{'width': 640, 'url': 'https://i.scdn.co/image/35638d3cfbc1b763aeb111c9273e724bdef12aa4', 'height': 640}, {'width': 300, 'url': 'https://i.scdn.co/image/ecd0a4a293cd661df2a8da127c343c46d4f7d11e', 'height': 300}, {'width': 64, 'url': 'https://i.scdn.co/image/a9d06155df08da255a54a8dc598961b5ff5a3958', 'height': 64}], 'popularity': 34, 'external_urls': {'spotify': 'https://open.spotify.com/artist/0zn6yzsbWj3EPMgOTqfG5k'}, 'id': '0zn6yzsbWj3EPMgOTqfG5k', 'followers': {'href': None, 'total': 130}}, {'href': 'https://api.spotify.com/v1/artists/6JUnsP7jmvYmdhbg7lTMQj', 'name': 'Lil Fate', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:6JUnsP7jmvYmdhbg7lTMQj', 'images': [], 'popularity': 34, 'external_urls': {'spotify': 'https://open.spotify.com/artist/6JUnsP7jmvYmdhbg7lTMQj'}, 'id': '6JUnsP7jmvYmdhbg7lTMQj', 'followers': {'href': None, 'total': 110}}, {'href': 'https://api.spotify.com/v1/artists/4Q5sPmM8j4SpMqL4UA1DtS', 'name': "Lil' Flip", 'genres': ['crunk', 'dirty south rap'], 'type': 'artist', 'uri': 'spotify:artist:4Q5sPmM8j4SpMqL4UA1DtS', 'images': [{'width': 1000, 'url': 'https://i.scdn.co/image/3767913038db1bbb8e971a3f93b4eb2c86b402c1', 'height': 810}, {'width': 640, 'url': 'https://i.scdn.co/image/dcc17914d52f5194f21ed73c2272701f940be220', 'height': 519}, {'width': 200, 'url': 'https://i.scdn.co/image/a645742d2b72d97d0abeb35eb880439f11013b1d', 'height': 162}, {'width': 64, 'url': 'https://i.scdn.co/image/d2f390e207477cdd0e2229429593f7dd99f08e54', 'height': 52}], 'popularity': 49, 'external_urls': {'spotify': 'https://open.spotify.com/artist/4Q5sPmM8j4SpMqL4UA1DtS'}, 'id': '4Q5sPmM8j4SpMqL4UA1DtS', 'followers': {'href': None, 'total': 19909}}], 'total': 4510, 'next': 'https://api.spotify.com/v1/search?query=Lil+&offset=50&limit=50&type=artist&market=US'}



In [8]:

    
data['artists'].keys() #calling out what's inside of the dictionary









    Out[8]:





dict_keys(['href', 'offset', 'limit', 'previous', 'items', 'total', 'next'])



In [10]:

    
print(data['artists']['items']) #calling out a dictionary inside of a dicitonary...and look below its a list '[]'









    



[{'href': 'https://api.spotify.com/v1/artists/55Aa2cqylxrFIXC767Z865', 'name': 'Lil Wayne', 'genres': ['dirty south rap', 'pop rap', 'southern hip hop', 'trap music'], 'type': 'artist', 'uri': 'spotify:artist:55Aa2cqylxrFIXC767Z865', 'images': [{'width': 1000, 'url': 'https://i.scdn.co/image/cf012139c3b8681b46a66bae70558a8a336ab231', 'height': 1239}, {'width': 640, 'url': 'https://i.scdn.co/image/fffd48d60e27901f6e9ce99423f045cb2b893944', 'height': 793}, {'width': 200, 'url': 'https://i.scdn.co/image/bf03141629c202e94b206f1374a39326a9d8c6ca', 'height': 248}, {'width': 64, 'url': 'https://i.scdn.co/image/521f99f2469883b8806a69a3a2487fdd983bd621', 'height': 79}], 'popularity': 86, 'external_urls': {'spotify': 'https://open.spotify.com/artist/55Aa2cqylxrFIXC767Z865'}, 'id': '55Aa2cqylxrFIXC767Z865', 'followers': {'href': None, 'total': 2624859}}, {'href': 'https://api.spotify.com/v1/artists/6icQOAFXDZKsumw3YXyusw', 'name': 'Lil Yachty', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:6icQOAFXDZKsumw3YXyusw', 'images': [{'width': 640, 'url': 'https://i.scdn.co/image/add25baa69fc7bfd9cfd5d87716941028c2d6736', 'height': 640}, {'width': 300, 'url': 'https://i.scdn.co/image/3f8205117bdd028a648ad3fc925f9fb46dfa26fa', 'height': 300}, {'width': 64, 'url': 'https://i.scdn.co/image/ccc54e2911dbc5463acb401ee61489e27d991408', 'height': 64}], 'popularity': 72, 'external_urls': {'spotify': 'https://open.spotify.com/artist/6icQOAFXDZKsumw3YXyusw'}, 'id': '6icQOAFXDZKsumw3YXyusw', 'followers': {'href': None, 'total': 38466}}, {'href': 'https://api.spotify.com/v1/artists/4O15NlyKLIASxsJ0PrXPfz', 'name': 'Lil Uzi Vert', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:4O15NlyKLIASxsJ0PrXPfz', 'images': [{'width': 640, 'url': 'https://i.scdn.co/image/8c02344d1cb9069a5a2a9d1e860dc88b04088549', 'height': 640}, {'width': 320, 'url': 'https://i.scdn.co/image/28ac78387ad26048ccab0b671cbaddb30a2b52da', 'height': 320}, {'width': 160, 'url': 'https://i.scdn.co/image/6b074e198860470024e57ebbc1dda9f58088c506', 'height': 160}], 'popularity': 73, 'external_urls': {'spotify': 'https://open.spotify.com/artist/4O15NlyKLIASxsJ0PrXPfz'}, 'id': '4O15NlyKLIASxsJ0PrXPfz', 'followers': {'href': None, 'total': 56236}}, {'href': 'https://api.spotify.com/v1/artists/1tqhsYv8yBBdwANFNzHtcr', 'name': 'Lil Dicky', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:1tqhsYv8yBBdwANFNzHtcr', 'images': [{'width': 1000, 'url': 'https://i.scdn.co/image/a9c000526b14038b1fe69c72b0775f125bdf08af', 'height': 1000}, {'width': 640, 'url': 'https://i.scdn.co/image/31eac6ae8bdd6909236b5fd729d17406cc794e2d', 'height': 640}, {'width': 200, 'url': 'https://i.scdn.co/image/24dcb67ddd3afc794a4b1dab4cc1a47035a0beab', 'height': 200}, {'width': 64, 'url': 'https://i.scdn.co/image/2d2ebd85f676535129dbb7c3a4bb96e7bfd940a7', 'height': 64}], 'popularity': 68, 'external_urls': {'spotify': 'https://open.spotify.com/artist/1tqhsYv8yBBdwANFNzHtcr'}, 'id': '1tqhsYv8yBBdwANFNzHtcr', 'followers': {'href': None, 'total': 225174}}, {'href': 'https://api.spotify.com/v1/artists/6z7xFFHxYkE9t8bwIF0Bvg', 'name': 'Boosie Badazz', 'genres': [], 'type': 'artist', 'uri': 'spotify:artist:6z7xFFHxYkE9t8bwIF0Bvg', 'images': [{'width': 1000, 'url': 'https://i.scdn.co/image/f89376b78fe94a1692a5768f8f3440a4397bfb17', 'height': 667}, {'width': 640, 'url': 'https://i.scdn.co/image/fbf5353d4410a540cc74285d387d9e59d038592a', 'height': 427}, {'width': 200, 'url': 'https://i.scdn.co/image/39995515de01dc9eb91bc9c17d5c1921e7e54a1f', 'height': 133}, {'width': 64, 'url': 'https://i.scdn.co/image/b34f525381a78c72f423d74b76a47e1a1da9f7f8', 'height': 43}], 'popularity': 67, 'external_urls': {'spotify': 'https://open.spotify.com/artist/6z7xFFHxYkE9t8bwIF0Bvg'}, 'id': '6z7xFFHxYkE9t8bwIF0Bvg', 'followers': {'href': None, 'total': 220335}}, {'href': 'https://api.spotify.com/v1/artists/7sfl4Xt5KmfyDs2T3SVSMK', 'name': 'Lil Jon', 'genres': ['crunk', 'dirty south rap', 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'popularity': 49, 'external_urls': {'spotify': 'https://open.spotify.com/artist/4Q5sPmM8j4SpMqL4UA1DtS'}, 'id': '4Q5sPmM8j4SpMqL4UA1DtS', 'followers': {'href': None, 'total': 19909}}]



In [11]:

    
data['artists']['items'][0] #set the list at zero.









    Out[11]:





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 'followers': {'href': None, 'total': 2624859},
 'genres': ['dirty south rap', 'pop rap', 'southern hip hop', 'trap music'],
 'href': 'https://api.spotify.com/v1/artists/55Aa2cqylxrFIXC767Z865',
 'id': '55Aa2cqylxrFIXC767Z865',
 'images': [{'height': 1239,
   'url': 'https://i.scdn.co/image/cf012139c3b8681b46a66bae70558a8a336ab231',
   'width': 1000},
  {'height': 793,
   'url': 'https://i.scdn.co/image/fffd48d60e27901f6e9ce99423f045cb2b893944',
   'width': 640},
  {'height': 248,
   'url': 'https://i.scdn.co/image/bf03141629c202e94b206f1374a39326a9d8c6ca',
   'width': 200},
  {'height': 79,
   'url': 'https://i.scdn.co/image/521f99f2469883b8806a69a3a2487fdd983bd621',
   'width': 64}],
 'name': 'Lil Wayne',
 'popularity': 86,
 'type': 'artist',
 'uri': 'spotify:artist:55Aa2cqylxrFIXC767Z865'}



In [6]:

    
artists = data['artists']['items'] #declare the dictionary and list as a variable to make it easier 


for artist in artists: 
    # print(artist.keys())
    print(artist['genres'])









    



['dirty south rap', 'pop rap', 'southern hip hop', 'trap music']
[]
[]
[]
[]
['crunk', 'dirty south rap', 'southern hip hop']
[]
[]
[]
[]
[]
['chicano rap', 'latin hip hop']
['crunk', 'dirty south rap', 'southern hip hop', 'trap music']
[]
['hip pop', 'pop rap']
[]
['juggalo']
[]
[]
[]
['hip pop']
[]
['hip pop']
['chicano rap']
[]
[]
['jerk']
['deep trap']
[]
[]
[]
[]
[]
['chicano rap']
[]
[]
[]
[]
[]
['freestyle']
[]
[]
[]
[]
[]
['soca']
[]
[]
[]
['crunk', 'dirty south rap']



In [15]:

    
from collections import Counter



In [7]:

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

genre_list = []
for artist in artists: 
    # print(artist.keys())
    # print(artist['genres'])
    genre_list = genre_list + artist['genres']

print(genre_list)









    



['dirty south rap', 'pop rap', 'southern hip hop', 'trap music', 'crunk', 'dirty south rap', 'southern hip hop', 'chicano rap', 'latin hip hop', 'crunk', 'dirty south rap', 'southern hip hop', 'trap music', 'hip pop', 'pop rap', 'juggalo', 'hip pop', 'hip pop', 'chicano rap', 'jerk', 'deep trap', 'chicano rap', 'freestyle', 'soca', 'crunk', 'dirty south rap']



In [17]:

    
Counter(genre_list) #counter function - it rocks
# TA-COMMENT: Yassss









    Out[17]:





Counter({'chicano rap': 3,
         'crunk': 3,
         'deep trap': 1,
         'dirty south rap': 4,
         'freestyle': 1,
         'hip pop': 3,
         'jerk': 1,
         'juggalo': 1,
         'latin hip hop': 1,
         'pop rap': 2,
         'soca': 1,
         'southern hip hop': 3,
         'trap music': 2})



In [19]:

    
unique_genres = set(genre_list)
unique_genres









    Out[19]:





{'chicano rap',
 'crunk',
 'deep trap',
 'dirty south rap',
 'freestyle',
 'hip pop',
 'jerk',
 'juggalo',
 'latin hip hop',
 'pop rap',
 'soca',
 'southern hip hop',
 'trap music'}



In [20]:

    
genre_count_dict = {}

for unique_item in unique_genres: 
    count_variable = 0
    
    for item in genre_list:
        
        if item == unique_item:
            count_variable = count_variable + 1
            
    genre_count_dict[unique_item] = count_variable 
# TA-COMMENT: Beautiful!



In [21]:

    
genre_count_dict









    Out[21]:





{'chicano rap': 3,
 'crunk': 3,
 'deep trap': 1,
 'dirty south rap': 4,
 'freestyle': 1,
 'hip pop': 3,
 'jerk': 1,
 'juggalo': 1,
 'latin hip hop': 1,
 'pop rap': 2,
 'soca': 1,
 'southern hip hop': 3,
 'trap music': 2}

3) Use a for loop to determine who BESIDES Lil Wayne has the highest popularity rating. Is it the same artist who has the largest number of followers?



In [8]:

    
most_popular_name = ""
most_popular_score = 0
for artist in artists:
    print("Looking at", artist['name'], "who has a popularity score of", artist['popularity'])

    #THE CONDITIONAL - WHAT YOU'RE TESTING
    print("Comparing", artist['popularity'], "to", most_popular_score, "of")
    if artist['popularity'] > most_popular_score and artist ['name'] != "Lil Wayne":
        #THE CHANGE - WHAT YOU'RE KEEPING TRACK OF
        most_popular_name = artist['name']
        most_popular_score = artist['popularity']
        
print(most_popular_name, most_popular_score)
    
# TA-COMMENT: Excellent!









    



Looking at Lil Wayne who has a popularity score of 86
Comparing 86 to 0 of
Looking at Lil Yachty who has a popularity score of 74
Comparing 74 to 0 of
Looking at Lil Uzi Vert who has a popularity score of 74
Comparing 74 to 74 of
Looking at Lil Dicky who has a popularity score of 69
Comparing 69 to 74 of
Looking at Boosie Badazz who has a popularity score of 67
Comparing 67 to 74 of
Looking at Lil Jon who has a popularity score of 72
Comparing 72 to 74 of
Looking at King Lil G who has a popularity score of 61
Comparing 61 to 74 of
Looking at Lil Durk who has a popularity score of 60
Comparing 60 to 74 of
Looking at Lil Jon & The East Side Boyz who has a popularity score of 60
Comparing 60 to 74 of
Looking at Lil Bibby who has a popularity score of 54
Comparing 54 to 74 of
Looking at G Herbo who has a popularity score of 53
Comparing 53 to 74 of
Looking at Lil Rob who has a popularity score of 50
Comparing 50 to 74 of
Looking at Lil Scrappy who has a popularity score of 50
Comparing 50 to 74 of
Looking at Lil Reese who has a popularity score of 50
Comparing 50 to 74 of
Looking at Bow Wow who has a popularity score of 57
Comparing 57 to 74 of
Looking at Lil Keke who has a popularity score of 48
Comparing 48 to 74 of
Looking at Lil Wyte who has a popularity score of 50
Comparing 50 to 74 of
Looking at Lil Blood who has a popularity score of 46
Comparing 46 to 74 of
Looking at Lil Snupe who has a popularity score of 45
Comparing 45 to 74 of
Looking at Lil Boom who has a popularity score of 47
Comparing 47 to 74 of
Looking at Lil Mama who has a popularity score of 45
Comparing 45 to 74 of
Looking at Lil B who has a popularity score of 44
Comparing 44 to 74 of
Looking at Lil' Kim who has a popularity score of 62
Comparing 62 to 74 of
Looking at Lil Cuete who has a popularity score of 40
Comparing 40 to 74 of
Looking at Lil Phat who has a popularity score of 40
Comparing 40 to 74 of
Looking at Lil Debbie who has a popularity score of 43
Comparing 43 to 74 of
Looking at Lil Twist who has a popularity score of 40
Comparing 40 to 74 of
Looking at Lil Trill who has a popularity score of 37
Comparing 37 to 74 of
Looking at Lil Goofy who has a popularity score of 36
Comparing 36 to 74 of
Looking at Lil Lonnie who has a popularity score of 37
Comparing 37 to 74 of
Looking at Lil AJ who has a popularity score of 37
Comparing 37 to 74 of
Looking at Lil Haiti who has a popularity score of 38
Comparing 38 to 74 of
Looking at Lil Cray who has a popularity score of 36
Comparing 36 to 74 of
Looking at Mr. Lil One who has a popularity score of 36
Comparing 36 to 74 of
Looking at Lil Twon who has a popularity score of 36
Comparing 36 to 74 of
Looking at Lil Mouse who has a popularity score of 35
Comparing 35 to 74 of
Looking at Lil Yase who has a popularity score of 34
Comparing 34 to 74 of
Looking at Lil Silva who has a popularity score of 43
Comparing 43 to 74 of
Looking at Lil Flash who has a popularity score of 38
Comparing 38 to 74 of
Looking at Lil Suzy who has a popularity score of 34
Comparing 34 to 74 of
Looking at Lil Eddie who has a popularity score of 41
Comparing 41 to 74 of
Looking at Lil Rue who has a popularity score of 34
Comparing 34 to 74 of
Looking at Lil Kesh who has a popularity score of 39
Comparing 39 to 74 of
Looking at Lil Wayne, DJ Drama who has a popularity score of 35
Comparing 35 to 74 of
Looking at Lil C who has a popularity score of 33
Comparing 33 to 74 of
Looking at Lil Rick who has a popularity score of 39
Comparing 39 to 74 of
Looking at Lil E who has a popularity score of 35
Comparing 35 to 74 of
Looking at Lil June who has a popularity score of 32
Comparing 32 to 74 of
Looking at Lil Fate who has a popularity score of 34
Comparing 34 to 74 of
Looking at Lil' Flip who has a popularity score of 50
Comparing 50 to 74 of
Lil Yachty 74

4) Print a list of Lil's that are more popular than Lil' Kim.



In [9]:

    
target_score = 72 
#PART ONE: INITIAL CONDITON

second_best_artists = []
#AGGREGATION PROBLEM - when you're looping through a series of objects and you someitmes you want to add some 
#of those objects to a DIFFERENT list
for artists in artists:
    print("Looking at", artist['name'], "who has a popularity of", artist['popularity'])
    #PART TWO: CONDITONAL - when we want to add someone to our list
    if artist['popularity'] == 72:
        #PART THREE: THE CHANGE - add artist to our list 
        second_best_artists.append(artist['name'])
        
print("OUR SECOND BEST ARTISTS ARE:")
for artist in second_best_artists:
    print(artist)
  
# TA-COMMENT: This code doesn't work as you'd want because your temporary variable name "artists" is the same
# as your list name! 
for artists in artists:
    #print("Looking at", artist['name'])
    if artist['name'] == "Lil' Kim":
        print("Found Lil' Kim")
        print(artist['popularity'])
    else: 
        pass
        #print("Not Lil' Kim")









    



Looking at Lil Wayne who has a popularity of 86
Looking at Lil Yachty who has a popularity of 74
Looking at Lil Uzi Vert who has a popularity of 74
Looking at Lil Dicky who has a popularity of 69
Looking at Boosie Badazz who has a popularity of 67
Looking at Lil Jon who has a popularity of 72
Looking at King Lil G who has a popularity of 61
Looking at Lil Durk who has a popularity of 60
Looking at Lil Jon & The East Side Boyz who has a popularity of 60
Looking at Lil Bibby who has a popularity of 54
Looking at G Herbo who has a popularity of 53
Looking at Lil Rob who has a popularity of 50
Looking at Lil Scrappy who has a popularity of 50
Looking at Lil Reese who has a popularity of 50
Looking at Bow Wow who has a popularity of 57
Looking at Lil Keke who has a popularity of 48
Looking at Lil Wyte who has a popularity of 50
Looking at Lil Blood who has a popularity of 46
Looking at Lil Snupe who has a popularity of 45
Looking at Lil Boom who has a popularity of 47
Looking at Lil Mama who has a popularity of 45
Looking at Lil B who has a popularity of 44
Looking at Lil' Kim who has a popularity of 62
Looking at Lil Cuete who has a popularity of 40
Looking at Lil Phat who has a popularity of 40
Looking at Lil Debbie who has a popularity of 43
Looking at Lil Twist who has a popularity of 40
Looking at Lil Trill who has a popularity of 37
Looking at Lil Goofy who has a popularity of 36
Looking at Lil Lonnie who has a popularity of 37
Looking at Lil AJ who has a popularity of 37
Looking at Lil Haiti who has a popularity of 38
Looking at Lil Cray who has a popularity of 36
Looking at Mr. Lil One who has a popularity of 36
Looking at Lil Twon who has a popularity of 36
Looking at Lil Mouse who has a popularity of 35
Looking at Lil Yase who has a popularity of 34
Looking at Lil Silva who has a popularity of 43
Looking at Lil Flash who has a popularity of 38
Looking at Lil Suzy who has a popularity of 34
Looking at Lil Eddie who has a popularity of 41
Looking at Lil Rue who has a popularity of 34
Looking at Lil Kesh who has a popularity of 39
Looking at Lil Wayne, DJ Drama who has a popularity of 35
Looking at Lil C who has a popularity of 33
Looking at Lil Rick who has a popularity of 39
Looking at Lil E who has a popularity of 35
Looking at Lil June who has a popularity of 32
Looking at Lil Fate who has a popularity of 34
Looking at Lil' Flip who has a popularity of 50
OUR SECOND BEST ARTISTS ARE:
Lil Jon
Found Lil' Kim
62



In [ ]:



In [ ]:



In [116]:









    



---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
<ipython-input-116-73a343840eb1> in <module>()
      3 data.keys()
      4 artist_data = data['artists']['items']
----> 5 artist_data.sort({artist['popularity']})
      6 for artist in artist_data:
      7     if artist == 'Lil Wayne':

TypeError: must use keyword argument for key function



In [118]:

    
import requests 
response = requests.get('https://api.spotify.com/v1/search?query=Lil+&offset=0&limit=50&type=artist&market=US')
data = response.json()
data.keys()
artist_data = data['artists']['items']
for artist in artist_data:
    print(artist['name'], artist['popularity'], artist['genres'])









    



Lil Wayne 86 ['dirty south rap', 'pop rap', 'southern hip hop', 'trap music']
Lil Yachty 72 []
Lil Uzi Vert 72 []
Lil Dicky 68 []
Boosie Badazz 67 []
Lil Jon 72 ['crunk', 'dirty south rap', 'southern hip hop']
King Lil G 61 []
Lil Durk 60 []
Lil Jon & The East Side Boyz 60 []
Lil Bibby 54 []
G Herbo 53 []
Lil Rob 50 ['chicano rap', 'latin hip hop']
Lil Reese 50 []
Lil Keke 48 []
Bow Wow 57 ['hip pop', 'pop rap']
Lil Scrappy 49 ['crunk', 'dirty south rap', 'southern hip hop', 'trap music']
Lil Wyte 50 ['juggalo']
Lil Blood 45 []
Lil Snupe 45 []
Lil Mama 45 ['hip pop']
Lil B 44 []
Lil' Kim 62 ['hip pop']
Lil Cuete 40 ['chicano rap']
Lil Phat 39 []
Lil Debbie 43 []
Lil Twist 39 ['jerk']
Lil Trill 37 ['deep trap']
Lil Twon 38 []
Lil AJ 37 []
Lil Lonnie 36 []
Lil Goofy 35 []
Mr. Lil One 36 ['chicano rap']
Lil Haiti 36 []
Lil Flash 38 []
Lil Kesh 39 []
Lil Cray 35 []
Lil Rue 34 []
Lil Silva 43 []
Lil Eddie 41 []
Lil Boom 34 []
Lil Yase 33 []
Lil Wayne, DJ Drama 35 []
Lil Suzy 34 ['freestyle']
Lil Mouse 34 []
Lil C 33 []
Lil Rick 39 ['soca']
Lil E 34 []
Lil June 32 []
Lil Fate 34 []
Lil' Flip 49 ['crunk', 'dirty south rap']

5) Pick two of your favorite Lils to fight it out, and use their IDs to print out their top tracks.



In [26]:

    
import requests
response = requests.get('https://api.spotify.com/v1/search?query=Lil+&offset=0&limit=50&type=artist&market=US')
data = response.json() 
data.keys()
artist_data = data['artists']['items']
for artist in artist_data:
    print(artist['name'], "ID is:", artist['id'])









    



Lil Wayne ID is: 55Aa2cqylxrFIXC767Z865
Lil Yachty ID is: 6icQOAFXDZKsumw3YXyusw
Lil Uzi Vert ID is: 4O15NlyKLIASxsJ0PrXPfz
Lil Dicky ID is: 1tqhsYv8yBBdwANFNzHtcr
Boosie Badazz ID is: 6z7xFFHxYkE9t8bwIF0Bvg
Lil Jon ID is: 7sfl4Xt5KmfyDs2T3SVSMK
King Lil G ID is: 6L3x3if9RVimruryD9LoFb
Lil Durk ID is: 3hcs9uc56yIGFCSy9leWe7
Lil Jon & The East Side Boyz ID is: 3ciRvbBIVz9fBoPbtSYq4x
Lil Bibby ID is: 4uSN8Y3kgFNVULUWsZEAVW
G Herbo ID is: 5QdEbQJ3ylBnc3gsIASAT5
Lil Rob ID is: 7B7TGqQe7QTVm2U6q8jzk1
Lil Reese ID is: 1bPxKZtCdjB1aj1csBJpdS
Lil Keke ID is: 1grI9x4Uzos1Asx8JmRW6T
Bow Wow ID is: 7352aRY2mqSxBZwzUb6LmA
Lil Scrappy ID is: 5einkgXXrjhfYCyac1FANB
Lil Wyte ID is: 21O7WwRkik43ErKppxDKJq
Lil Blood ID is: 74nSA5FdDOuuLw7Rn5JnuP
Lil Snupe ID is: 42FaEHFfyxTdZQ5W28dXnj
Lil Mama ID is: 5qK5bOC6wLtuLhG5KvU17c
Lil B ID is: 4dqh62yIzDBmrMeBOLiP5F
Lil' Kim ID is: 5tth2a3v0sWwV1C7bApBdX
Lil Cuete ID is: 1I5u5Umau1AgHl0ZbPL1oR
Lil Phat ID is: 3QnIBUOS4mUzs67rZ8r4c9
Lil Debbie ID is: 3FNZcjyqT7F5upP99JV0oN
Lil Twist ID is: 564gvOqSRcQoYAhaBpTiK2
Lil Trill ID is: 5EQERGi7ffHvHsv3bnqzBn
Lil Twon ID is: 5YZZbPdI7P7te3lW3dTpzK
Lil AJ ID is: 2jXwYLNnCxNavms4mc1DYM
Lil Lonnie ID is: 6zSBkdKFLKKggDtE3amfCk
Lil Boom ID is: 1mmlWsyPJvvxMdabcGJjRn
Lil Goofy ID is: 3rWaFjgOi5mjQfllMfN3VI
Mr. Lil One ID is: 6tslWi0BXiDdtChermDzkU
Lil Haiti ID is: 4E9dumwOMLlTyXUp1i2WdI
Lil Flash ID is: 069qBEK34YGoX7nSIT74Eg
Lil Kesh ID is: 38XiDu0kK3Z5jdHUDqBzNT
Lil Cray ID is: 43BqexhEx5NKF7VfeOYP9m
Lil Silva ID is: 2Kv0ApBohrL213X9avMrEn
Lil Rue ID is: 4IFVaKBbEO8Qkurg6nmoc4
Lil Eddie ID is: 5CY0QKsbUBpQJIE2yycsYi
Lil Yase ID is: 4vIlHBnzWKbmWe8ZOkT1ZT
Lil Wayne, DJ Drama ID is: 65npPa1U4cgobX9wU7Jgpb
Lil Suzy ID is: 5HPsVk1MblCoa44WLJsQwN
Lil Mouse ID is: 1cEHxCgGlEgqBc91YOcAEQ
Lil C ID is: 69swdLSkKxCQBMYJ55O2mA
Lil Rick ID is: 1qKzKUnuQsjB83hBZffoq0
Lil June ID is: 3GH3KD2078kLPpEkN1UN26
Lil E ID is: 0zn6yzsbWj3EPMgOTqfG5k
Lil Fate ID is: 6JUnsP7jmvYmdhbg7lTMQj
Lil' Flip ID is: 4Q5sPmM8j4SpMqL4UA1DtS



In [32]:

    
import requests
response = requests.get('https://api.spotify.com/v1/artists/55Aa2cqylxrFIXC767Z865/top-tracks?country=US')
lil_wayne = response.json() 
print(lil_wayne)
type(lil_wayne)
print(type(lil_wayne))









    



{'tracks': [{'type': 'track', 'artists': [{'id': '3TVXtAsR1Inumwj472S9r4', 'external_urls': {'spotify': 'https://open.spotify.com/artist/3TVXtAsR1Inumwj472S9r4'}, 'uri': 'spotify:artist:3TVXtAsR1Inumwj472S9r4', 'name': 'Drake', 'href': 'https://api.spotify.com/v1/artists/3TVXtAsR1Inumwj472S9r4', 'type': 'artist'}, {'id': '5K4W6rqBFWDnAN6FQUkS6x', 'external_urls': {'spotify': 'https://open.spotify.com/artist/5K4W6rqBFWDnAN6FQUkS6x'}, 'uri': 'spotify:artist:5K4W6rqBFWDnAN6FQUkS6x', 'name': 'Kanye West', 'href': 'https://api.spotify.com/v1/artists/5K4W6rqBFWDnAN6FQUkS6x', 'type': 'artist'}, {'id': '55Aa2cqylxrFIXC767Z865', 'external_urls': {'spotify': 'https://open.spotify.com/artist/55Aa2cqylxrFIXC767Z865'}, 'uri': 'spotify:artist:55Aa2cqylxrFIXC767Z865', 'name': 'Lil Wayne', 'href': 'https://api.spotify.com/v1/artists/55Aa2cqylxrFIXC767Z865', 'type': 'artist'}, {'id': '7dGJo4pcD2V6oG8kP0tJRR', 'external_urls': {'spotify': 'https://open.spotify.com/artist/7dGJo4pcD2V6oG8kP0tJRR'}, 'uri': 'spotify:artist:7dGJo4pcD2V6oG8kP0tJRR', 'name': 'Eminem', 'href': 'https://api.spotify.com/v1/artists/7dGJo4pcD2V6oG8kP0tJRR', 'type': 'artist'}], 'uri': 'spotify:track:6HSqyfGnsHYw9MmIpa9zlZ', 'disc_number': 1, 'href': 'https://api.spotify.com/v1/tracks/6HSqyfGnsHYw9MmIpa9zlZ', 'album': {'id': '55UhXq8grzHPga0we8mEL3', 'external_urls': {'spotify': 'https://open.spotify.com/album/55UhXq8grzHPga0we8mEL3'}, 'album_type': 'album', 'images': [{'url': 'https://i.scdn.co/image/a6b8a73eadfad92e0f799b1e01194659478b4212', 'height': 640, 'width': 640}, {'url': 'https://i.scdn.co/image/9587d07e4d620d5685d0672a635111e9bf95d7fa', 'height': 300, 'width': 300}, {'url': 'https://i.scdn.co/image/aa7a54baefffb5543f22bf073187f1c64fe05fe8', 'height': 64, 'width': 64}], 'uri': 'spotify:album:55UhXq8grzHPga0we8mEL3', 'name': 'More Than A Game (Explicit Version)', 'available_markets': ['CA', 'US'], 'type': 'album', 'href': 'https://api.spotify.com/v1/albums/55UhXq8grzHPga0we8mEL3'}, 'popularity': 75, 'id': '6HSqyfGnsHYw9MmIpa9zlZ', 'external_urls': {'spotify': 'https://open.spotify.com/track/6HSqyfGnsHYw9MmIpa9zlZ'}, 'explicit': True, 'duration_ms': 357346, 'preview_url': 'https://p.scdn.co/mp3-preview/32e3b9950acbbff2defe8fcb8d2c16ec16c2e849', 'name': 'Forever', 'external_ids': {'isrc': 'USUM70985104'}, 'available_markets': ['CA', 'US'], 'track_number': 2}, {'type': 'track', 'artists': [{'id': '55Aa2cqylxrFIXC767Z865', 'external_urls': {'spotify': 'https://open.spotify.com/artist/55Aa2cqylxrFIXC767Z865'}, 'uri': 'spotify:artist:55Aa2cqylxrFIXC767Z865', 'name': 'Lil Wayne', 'href': 'https://api.spotify.com/v1/artists/55Aa2cqylxrFIXC767Z865', 'type': 'artist'}, {'id': '6VuMaDnrHyPL1p4EHjYLi7', 'external_urls': {'spotify': 'https://open.spotify.com/artist/6VuMaDnrHyPL1p4EHjYLi7'}, 'uri': 'spotify:artist:6VuMaDnrHyPL1p4EHjYLi7', 'name': 'Charlie Puth', 'href': 'https://api.spotify.com/v1/artists/6VuMaDnrHyPL1p4EHjYLi7', 'type': 'artist'}], 'uri': 'spotify:track:7rdjfrTBMNt3KaaGvSv3YG', 'disc_number': 1, 'href': 'https://api.spotify.com/v1/tracks/7rdjfrTBMNt3KaaGvSv3YG', 'album': {'id': '11e5zCxCAmhFTG5nnnZibS', 'external_urls': {'spotify': 'https://open.spotify.com/album/11e5zCxCAmhFTG5nnnZibS'}, 'album_type': 'single', 'images': [{'url': 'https://i.scdn.co/image/78a7e3e3bf80ee8f4cc6ab399bfeaabb051cc286', 'height': 640, 'width': 640}, {'url': 'https://i.scdn.co/image/5f81c2e23d2db40f585266f33629b61ceafb4aca', 'height': 300, 'width': 300}, {'url': 'https://i.scdn.co/image/8852e6149965e853f29070943bc15ff6f2e9327d', 'height': 64, 'width': 64}], 'uri': 'spotify:album:11e5zCxCAmhFTG5nnnZibS', 'name': 'Nothing But Trouble (Instagram Models)', 'available_markets': ['AR', 'AT', 'AU', 'BE', 'BG', 'BO', 'BR', 'CA', 'CH', 'CL', 'CO', 'CR', 'CY', 'CZ', 'DE', 'DK', 'DO', 'EC', 'EE', 'ES', 'FI', 'FR', 'GB', 'GR', 'GT', 'HK', 'HN', 'HU', 'ID', 'IE', 'IT', 'LT', 'LU', 'LV', 'MT', 'MX', 'MY', 'NI', 'NL', 'NO', 'NZ', 'PA', 'PE', 'PH', 'PL', 'PT', 'PY', 'SE', 'SG', 'SK', 'SV', 'TR', 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['CA', 'MX', 'US'], 'track_number': 9}, {'type': 'track', 'artists': [{'id': '55Aa2cqylxrFIXC767Z865', 'external_urls': {'spotify': 'https://open.spotify.com/artist/55Aa2cqylxrFIXC767Z865'}, 'uri': 'spotify:artist:55Aa2cqylxrFIXC767Z865', 'name': 'Lil Wayne', 'href': 'https://api.spotify.com/v1/artists/55Aa2cqylxrFIXC767Z865', 'type': 'artist'}, {'id': '0du5cEVh5yTK9QJze8zA0C', 'external_urls': {'spotify': 'https://open.spotify.com/artist/0du5cEVh5yTK9QJze8zA0C'}, 'uri': 'spotify:artist:0du5cEVh5yTK9QJze8zA0C', 'name': 'Bruno Mars', 'href': 'https://api.spotify.com/v1/artists/0du5cEVh5yTK9QJze8zA0C', 'type': 'artist'}], 'uri': 'spotify:track:05pdoheuKPSotkjMgIVX6I', 'disc_number': 1, 'href': 'https://api.spotify.com/v1/tracks/05pdoheuKPSotkjMgIVX6I', 'album': {'id': '1uuSC0RCJB3dSp8Mb6GflZ', 'external_urls': {'spotify': 'https://open.spotify.com/album/1uuSC0RCJB3dSp8Mb6GflZ'}, 'album_type': 'album', 'images': [{'url': 'https://i.scdn.co/image/bb20ca98170389c7c45a14abe9216e604da98d4f', 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'https://open.spotify.com/artist/55Aa2cqylxrFIXC767Z865'}, 'uri': 'spotify:artist:55Aa2cqylxrFIXC767Z865', 'name': 'Lil Wayne', 'href': 'https://api.spotify.com/v1/artists/55Aa2cqylxrFIXC767Z865', 'type': 'artist'}, {'id': '3TVXtAsR1Inumwj472S9r4', 'external_urls': {'spotify': 'https://open.spotify.com/artist/3TVXtAsR1Inumwj472S9r4'}, 'uri': 'spotify:artist:3TVXtAsR1Inumwj472S9r4', 'name': 'Drake', 'href': 'https://api.spotify.com/v1/artists/3TVXtAsR1Inumwj472S9r4', 'type': 'artist'}], 'uri': 'spotify:track:6t2eIONH4Sax3R21QWiKNp', 'disc_number': 1, 'href': 'https://api.spotify.com/v1/tracks/6t2eIONH4Sax3R21QWiKNp', 'album': {'id': '7pnplSgRtopeTNyCxBJf4n', 'external_urls': {'spotify': 'https://open.spotify.com/album/7pnplSgRtopeTNyCxBJf4n'}, 'album_type': 'single', 'images': [{'url': 'https://i.scdn.co/image/0bc1e0d8f7aec35cba1d8e7b8520b0fa56f9069f', 'height': 640, 'width': 640}, {'url': 'https://i.scdn.co/image/84023b423b3d28bb2c3a23bc8ce2d0af65488c81', 'height': 300, 'width': 300}, 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<class 'dict'>



In [33]:

    
print(lil_wayne.keys())









    



dict_keys(['tracks'])



In [36]:

    
print(lil_wayne['tracks'])









    



[{'type': 'track', 'artists': [{'id': '3TVXtAsR1Inumwj472S9r4', 'external_urls': {'spotify': 'https://open.spotify.com/artist/3TVXtAsR1Inumwj472S9r4'}, 'uri': 'spotify:artist:3TVXtAsR1Inumwj472S9r4', 'name': 'Drake', 'href': 'https://api.spotify.com/v1/artists/3TVXtAsR1Inumwj472S9r4', 'type': 'artist'}, {'id': '5K4W6rqBFWDnAN6FQUkS6x', 'external_urls': {'spotify': 'https://open.spotify.com/artist/5K4W6rqBFWDnAN6FQUkS6x'}, 'uri': 'spotify:artist:5K4W6rqBFWDnAN6FQUkS6x', 'name': 'Kanye West', 'href': 'https://api.spotify.com/v1/artists/5K4W6rqBFWDnAN6FQUkS6x', 'type': 'artist'}, {'id': '55Aa2cqylxrFIXC767Z865', 'external_urls': {'spotify': 'https://open.spotify.com/artist/55Aa2cqylxrFIXC767Z865'}, 'uri': 'spotify:artist:55Aa2cqylxrFIXC767Z865', 'name': 'Lil Wayne', 'href': 'https://api.spotify.com/v1/artists/55Aa2cqylxrFIXC767Z865', 'type': 'artist'}, {'id': '7dGJo4pcD2V6oG8kP0tJRR', 'external_urls': {'spotify': 'https://open.spotify.com/artist/7dGJo4pcD2V6oG8kP0tJRR'}, 'uri': 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'6HSqyfGnsHYw9MmIpa9zlZ', 'external_urls': {'spotify': 'https://open.spotify.com/track/6HSqyfGnsHYw9MmIpa9zlZ'}, 'explicit': True, 'duration_ms': 357346, 'preview_url': 'https://p.scdn.co/mp3-preview/32e3b9950acbbff2defe8fcb8d2c16ec16c2e849', 'name': 'Forever', 'external_ids': {'isrc': 'USUM70985104'}, 'available_markets': ['CA', 'US'], 'track_number': 2}, {'type': 'track', 'artists': [{'id': '55Aa2cqylxrFIXC767Z865', 'external_urls': {'spotify': 'https://open.spotify.com/artist/55Aa2cqylxrFIXC767Z865'}, 'uri': 'spotify:artist:55Aa2cqylxrFIXC767Z865', 'name': 'Lil Wayne', 'href': 'https://api.spotify.com/v1/artists/55Aa2cqylxrFIXC767Z865', 'type': 'artist'}, {'id': '6VuMaDnrHyPL1p4EHjYLi7', 'external_urls': {'spotify': 'https://open.spotify.com/artist/6VuMaDnrHyPL1p4EHjYLi7'}, 'uri': 'spotify:artist:6VuMaDnrHyPL1p4EHjYLi7', 'name': 'Charlie Puth', 'href': 'https://api.spotify.com/v1/artists/6VuMaDnrHyPL1p4EHjYLi7', 'type': 'artist'}], 'uri': 'spotify:track:7rdjfrTBMNt3KaaGvSv3YG', 'disc_number': 1, 'href': 'https://api.spotify.com/v1/tracks/7rdjfrTBMNt3KaaGvSv3YG', 'album': {'id': '11e5zCxCAmhFTG5nnnZibS', 'external_urls': {'spotify': 'https://open.spotify.com/album/11e5zCxCAmhFTG5nnnZibS'}, 'album_type': 'single', 'images': [{'url': 'https://i.scdn.co/image/78a7e3e3bf80ee8f4cc6ab399bfeaabb051cc286', 'height': 640, 'width': 640}, {'url': 'https://i.scdn.co/image/5f81c2e23d2db40f585266f33629b61ceafb4aca', 'height': 300, 'width': 300}, {'url': 'https://i.scdn.co/image/8852e6149965e853f29070943bc15ff6f2e9327d', 'height': 64, 'width': 64}], 'uri': 'spotify:album:11e5zCxCAmhFTG5nnnZibS', 'name': 'Nothing But Trouble (Instagram Models)', 'available_markets': ['AR', 'AT', 'AU', 'BE', 'BG', 'BO', 'BR', 'CA', 'CH', 'CL', 'CO', 'CR', 'CY', 'CZ', 'DE', 'DK', 'DO', 'EC', 'EE', 'ES', 'FI', 'FR', 'GB', 'GR', 'GT', 'HK', 'HN', 'HU', 'ID', 'IE', 'IT', 'LT', 'LU', 'LV', 'MT', 'MX', 'MY', 'NI', 'NL', 'NO', 'NZ', 'PA', 'PE', 'PH', 'PL', 'PT', 'PY', 'SE', 'SG', 'SK', 'SV', 'TR', 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'track_number': 12}, {'type': 'track', 'artists': [{'id': '55Aa2cqylxrFIXC767Z865', 'external_urls': {'spotify': 'https://open.spotify.com/artist/55Aa2cqylxrFIXC767Z865'}, 'uri': 'spotify:artist:55Aa2cqylxrFIXC767Z865', 'name': 'Lil Wayne', 'href': 'https://api.spotify.com/v1/artists/55Aa2cqylxrFIXC767Z865', 'type': 'artist'}, {'id': '3TVXtAsR1Inumwj472S9r4', 'external_urls': {'spotify': 'https://open.spotify.com/artist/3TVXtAsR1Inumwj472S9r4'}, 'uri': 'spotify:artist:3TVXtAsR1Inumwj472S9r4', 'name': 'Drake', 'href': 'https://api.spotify.com/v1/artists/3TVXtAsR1Inumwj472S9r4', 'type': 'artist'}, {'id': '5EgHxnLSdBst14bCceq7S4', 'external_urls': {'spotify': 'https://open.spotify.com/artist/5EgHxnLSdBst14bCceq7S4'}, 'uri': 'spotify:artist:5EgHxnLSdBst14bCceq7S4', 'name': 'Future', 'href': 'https://api.spotify.com/v1/artists/5EgHxnLSdBst14bCceq7S4', 'type': 'artist'}], 'uri': 'spotify:track:7tGlzXJv6GD5e5qlu5YmDg', 'disc_number': 1, 'href': 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'https://open.spotify.com/album/4rhNBjL39LW5tuZgRShtnx'}, 'album_type': 'album', 'images': [{'url': 'https://i.scdn.co/image/225501989cd66237648841aa467776bb7072b04d', 'height': 640, 'width': 640}, {'url': 'https://i.scdn.co/image/fdbd68db46e3d18a65ac1aa782967006089e1932', 'height': 300, 'width': 300}, {'url': 'https://i.scdn.co/image/46175bc478f26b1cf6c02b5b7bb79a9436a374d4', 'height': 64, 'width': 64}], 'uri': 'spotify:album:4rhNBjL39LW5tuZgRShtnx', 'name': 'I Am Not A Human Being II (Explicit Deluxe Version)', 'available_markets': ['CA', 'MX', 'US'], 'type': 'album', 'href': 'https://api.spotify.com/v1/albums/4rhNBjL39LW5tuZgRShtnx'}, 'popularity': 67, 'id': '3Eq7yD58dIXqOgw1j7NFhY', 'external_urls': {'spotify': 'https://open.spotify.com/track/3Eq7yD58dIXqOgw1j7NFhY'}, 'explicit': True, 'duration_ms': 223173, 'preview_url': 'https://p.scdn.co/mp3-preview/583984dae504beedc6c32434ef8e91b7abd0fad5', 'name': 'Rich As Fuck', 'external_ids': {'isrc': 'USCM51300102'}, 'available_markets': ['CA', 'MX', 'US'], 'track_number': 9}, {'type': 'track', 'artists': [{'id': '55Aa2cqylxrFIXC767Z865', 'external_urls': {'spotify': 'https://open.spotify.com/artist/55Aa2cqylxrFIXC767Z865'}, 'uri': 'spotify:artist:55Aa2cqylxrFIXC767Z865', 'name': 'Lil Wayne', 'href': 'https://api.spotify.com/v1/artists/55Aa2cqylxrFIXC767Z865', 'type': 'artist'}, {'id': '0du5cEVh5yTK9QJze8zA0C', 'external_urls': {'spotify': 'https://open.spotify.com/artist/0du5cEVh5yTK9QJze8zA0C'}, 'uri': 'spotify:artist:0du5cEVh5yTK9QJze8zA0C', 'name': 'Bruno Mars', 'href': 'https://api.spotify.com/v1/artists/0du5cEVh5yTK9QJze8zA0C', 'type': 'artist'}], 'uri': 'spotify:track:05pdoheuKPSotkjMgIVX6I', 'disc_number': 1, 'href': 'https://api.spotify.com/v1/tracks/05pdoheuKPSotkjMgIVX6I', 'album': {'id': '1uuSC0RCJB3dSp8Mb6GflZ', 'external_urls': {'spotify': 'https://open.spotify.com/album/1uuSC0RCJB3dSp8Mb6GflZ'}, 'album_type': 'album', 'images': [{'url': 'https://i.scdn.co/image/bb20ca98170389c7c45a14abe9216e604da98d4f', 'height': 640, 'width': 640}, {'url': 'https://i.scdn.co/image/812e97e98d50d510ca824f54b4d794edc07354c6', 'height': 300, 'width': 300}, {'url': 'https://i.scdn.co/image/9749a519fc4d5ba101f2b8be471e35f9721f48cf', 'height': 64, 'width': 64}], 'uri': 'spotify:album:1uuSC0RCJB3dSp8Mb6GflZ', 'name': 'Tha Carter IV (Explicit Deluxe Version)', 'available_markets': ['CA', 'MX', 'US'], 'type': 'album', 'href': 'https://api.spotify.com/v1/albums/1uuSC0RCJB3dSp8Mb6GflZ'}, 'popularity': 66, 'id': '05pdoheuKPSotkjMgIVX6I', 'external_urls': {'spotify': 'https://open.spotify.com/track/05pdoheuKPSotkjMgIVX6I'}, 'explicit': True, 'duration_ms': 228093, 'preview_url': 'https://p.scdn.co/mp3-preview/6ed81a8520c587a9ea5f70b9ce5c4a4788719932', 'name': 'Mirror', 'external_ids': {'isrc': 'USCM51100327'}, 'available_markets': ['CA', 'MX', 'US'], 'track_number': 17}, {'type': 'track', 'artists': [{'id': '55Aa2cqylxrFIXC767Z865', 'external_urls': {'spotify': 'https://open.spotify.com/artist/55Aa2cqylxrFIXC767Z865'}, 'uri': 'spotify:artist:55Aa2cqylxrFIXC767Z865', 'name': 'Lil Wayne', 'href': 'https://api.spotify.com/v1/artists/55Aa2cqylxrFIXC767Z865', 'type': 'artist'}, {'id': '3TVXtAsR1Inumwj472S9r4', 'external_urls': {'spotify': 'https://open.spotify.com/artist/3TVXtAsR1Inumwj472S9r4'}, 'uri': 'spotify:artist:3TVXtAsR1Inumwj472S9r4', 'name': 'Drake', 'href': 'https://api.spotify.com/v1/artists/3TVXtAsR1Inumwj472S9r4', 'type': 'artist'}], 'uri': 'spotify:track:6t2eIONH4Sax3R21QWiKNp', 'disc_number': 1, 'href': 'https://api.spotify.com/v1/tracks/6t2eIONH4Sax3R21QWiKNp', 'album': {'id': '7pnplSgRtopeTNyCxBJf4n', 'external_urls': {'spotify': 'https://open.spotify.com/album/7pnplSgRtopeTNyCxBJf4n'}, 'album_type': 'single', 'images': [{'url': 'https://i.scdn.co/image/0bc1e0d8f7aec35cba1d8e7b8520b0fa56f9069f', 'height': 640, 'width': 640}, {'url': 'https://i.scdn.co/image/84023b423b3d28bb2c3a23bc8ce2d0af65488c81', 'height': 300, 'width': 300}, {'url': 'https://i.scdn.co/image/4255b6e46e34d2983285340860b691f4ee499635', 'height': 64, 'width': 64}], 'uri': 'spotify:album:7pnplSgRtopeTNyCxBJf4n', 'name': 'Believe Me', 'available_markets': ['CA', 'MX', 'US'], 'type': 'album', 'href': 'https://api.spotify.com/v1/albums/7pnplSgRtopeTNyCxBJf4n'}, 'popularity': 66, 'id': '6t2eIONH4Sax3R21QWiKNp', 'external_urls': {'spotify': 'https://open.spotify.com/track/6t2eIONH4Sax3R21QWiKNp'}, 'explicit': True, 'duration_ms': 337640, 'preview_url': 'https://p.scdn.co/mp3-preview/02f8361f4354964fc0d6ff0a6174f00f967b499f', 'name': 'Believe Me', 'external_ids': {'isrc': 'USCM51400173'}, 'available_markets': ['CA', 'MX', 'US'], 'track_number': 1}]



In [40]:

    
# TA-COMMENT: (-1) Remember what our for loop structures should look like! Below, there is nothing indented below your
# for loop! 
# and you cannot call ['tracks'] without specifying which dictionary to find ['tracks']
for lil_wayne in ['tracks']
print("Lil Wayne's top tracks are:")









    



  File "<ipython-input-40-537963a0f779>", line 1
    for lil_wayne in ['tracks']
                               ^
SyntaxError: invalid syntax



In [37]:

    
import requests
response = requests.get('https://api.spotify.com/v1/artists/7sfl4Xt5KmfyDs2T3SVSMK/top-tracks?country=US')
lil_jon = response.json() 
print(lil_jon)
type(lil_jon)
print(type(lil_jon))









    



{'tracks': [{'type': 'track', 'artists': [{'id': '540vIaP2JwjQb9dm3aArA4', 'external_urls': {'spotify': 'https://open.spotify.com/artist/540vIaP2JwjQb9dm3aArA4'}, 'uri': 'spotify:artist:540vIaP2JwjQb9dm3aArA4', 'name': 'DJ Snake', 'href': 'https://api.spotify.com/v1/artists/540vIaP2JwjQb9dm3aArA4', 'type': 'artist'}, {'id': '7sfl4Xt5KmfyDs2T3SVSMK', 'external_urls': {'spotify': 'https://open.spotify.com/artist/7sfl4Xt5KmfyDs2T3SVSMK'}, 'uri': 'spotify:artist:7sfl4Xt5KmfyDs2T3SVSMK', 'name': 'Lil Jon', 'href': 'https://api.spotify.com/v1/artists/7sfl4Xt5KmfyDs2T3SVSMK', 'type': 'artist'}], 'uri': 'spotify:track:67awxiNHNyjMXhVgsHuIrs', 'disc_number': 1, 'href': 'https://api.spotify.com/v1/tracks/67awxiNHNyjMXhVgsHuIrs', 'album': {'id': '3zo0Hxh9rjJsdw2JAKReE3', 'external_urls': {'spotify': 'https://open.spotify.com/album/3zo0Hxh9rjJsdw2JAKReE3'}, 'album_type': 'single', 'images': [{'url': 'https://i.scdn.co/image/68b7fc0346748cf2f764e6d99feed2869c52a85a', 'height': 640, 'width': 640}, {'url': 'https://i.scdn.co/image/a18242317ccb1c44cdc2e1b9a2a14b6c5932b550', 'height': 300, 'width': 300}, {'url': 'https://i.scdn.co/image/5d606d0b483943a7edd007f4b245d3232a0c8162', 'height': 64, 'width': 64}], 'uri': 'spotify:album:3zo0Hxh9rjJsdw2JAKReE3', 'name': 'Turn Down for What', 'available_markets': ['AR', 'AU', 'AT', 'BE', 'BO', 'BR', 'BG', 'CA', 'CL', 'CO', 'CR', 'CY', 'CZ', 'DK', 'DO', 'DE', 'EC', 'EE', 'SV', 'FI', 'FR', 'GR', 'GT', 'HN', 'HK', 'HU', 'IS', 'IE', 'IT', 'LV', 'LT', 'LU', 'MY', 'MT', 'MX', 'NL', 'NZ', 'NI', 'NO', 'PA', 'PY', 'PE', 'PH', 'PL', 'PT', 'SG', 'SK', 'ES', 'SE', 'CH', 'TW', 'TR', 'UY', 'US', 'GB', 'AD', 'LI', 'MC', 'ID'], 'type': 'album', 'href': 'https://api.spotify.com/v1/albums/3zo0Hxh9rjJsdw2JAKReE3'}, 'popularity': 78, 'id': '67awxiNHNyjMXhVgsHuIrs', 'external_urls': {'spotify': 'https://open.spotify.com/track/67awxiNHNyjMXhVgsHuIrs'}, 'explicit': False, 'duration_ms': 213733, 'preview_url': 'https://p.scdn.co/mp3-preview/fde5f6c570eb2ecaca797c0984a247a47d3fdc21', 'name': 'Turn Down for What', 'external_ids': {'isrc': 'USSM11308174'}, 'available_markets': ['AR', 'AU', 'AT', 'BE', 'BO', 'BR', 'BG', 'CA', 'CL', 'CO', 'CR', 'CY', 'CZ', 'DK', 'DO', 'DE', 'EC', 'EE', 'SV', 'FI', 'FR', 'GR', 'GT', 'HN', 'HK', 'HU', 'IS', 'IE', 'IT', 'LV', 'LT', 'LU', 'MY', 'MT', 'MX', 'NL', 'NZ', 'NI', 'NO', 'PA', 'PY', 'PE', 'PH', 'PL', 'PT', 'SG', 'SK', 'ES', 'SE', 'CH', 'TW', 'TR', 'UY', 'US', 'GB', 'AD', 'LI', 'MC', 'ID'], 'track_number': 1}, {'type': 'track', 'artists': [{'id': '4VMYDCV2IEDYJArk749S6m', 'external_urls': {'spotify': 'https://open.spotify.com/artist/4VMYDCV2IEDYJArk749S6m'}, 'uri': 'spotify:artist:4VMYDCV2IEDYJArk749S6m', 'name': 'Daddy Yankee', 'href': 'https://api.spotify.com/v1/artists/4VMYDCV2IEDYJArk749S6m', 'type': 'artist'}, {'id': '7sfl4Xt5KmfyDs2T3SVSMK', 'external_urls': {'spotify': 'https://open.spotify.com/artist/7sfl4Xt5KmfyDs2T3SVSMK'}, 'uri': 'spotify:artist:7sfl4Xt5KmfyDs2T3SVSMK', 'name': 'Lil Jon', 'href': 'https://api.spotify.com/v1/artists/7sfl4Xt5KmfyDs2T3SVSMK', 'type': 'artist'}, {'id': '0TnOYISbd1XYRBk9myaseg', 'external_urls': {'spotify': 'https://open.spotify.com/artist/0TnOYISbd1XYRBk9myaseg'}, 'uri': 'spotify:artist:0TnOYISbd1XYRBk9myaseg', 'name': 'Pitbull', 'href': 'https://api.spotify.com/v1/artists/0TnOYISbd1XYRBk9myaseg', 'type': 'artist'}, {'id': '3P4VNQLuN1qQQnL8rMaIkL', 'external_urls': {'spotify': 'https://open.spotify.com/artist/3P4VNQLuN1qQQnL8rMaIkL'}, 'uri': 'spotify:artist:3P4VNQLuN1qQQnL8rMaIkL', 'name': 'Noriega', 'href': 'https://api.spotify.com/v1/artists/3P4VNQLuN1qQQnL8rMaIkL', 'type': 'artist'}], 'uri': 'spotify:track:69gRFGOWY9OMpFJgFol1u0', 'disc_number': 1, 'href': 'https://api.spotify.com/v1/tracks/69gRFGOWY9OMpFJgFol1u0', 'album': {'id': '717UG2du6utFe7CdmpuUe3', 'external_urls': {'spotify': 'https://open.spotify.com/album/717UG2du6utFe7CdmpuUe3'}, 'album_type': 'compilation', 'images': [{'url': 'https://i.scdn.co/image/c1dffff58490dfc01df180756750937d67890528', 'height': 640, 'width': 640}, {'url': 'https://i.scdn.co/image/17bf0149fd6f7798ea58f9d16bdb4eed000f1452', 'height': 300, 'width': 300}, {'url': 'https://i.scdn.co/image/ac8ed423bf555fa8a2caa7601b9341a42a4c3246', 'height': 64, 'width': 64}], 'uri': 'spotify:album:717UG2du6utFe7CdmpuUe3', 'name': 'Reggaeton!', 'available_markets': ['AR', 'AU', 'AT', 'BE', 'BO', 'BR', 'BG', 'CA', 'CL', 'CO', 'CR', 'CY', 'CZ', 'DK', 'DO', 'DE', 'EC', 'EE', 'SV', 'FI', 'FR', 'GR', 'GT', 'HN', 'HK', 'HU', 'IS', 'IE', 'IT', 'LV', 'LT', 'LU', 'MY', 'MT', 'MX', 'NL', 'NZ', 'NI', 'NO', 'PA', 'PY', 'PE', 'PH', 'PL', 'PT', 'SG', 'SK', 'ES', 'SE', 'CH', 'TW', 'TR', 'UY', 'US', 'GB', 'AD', 'LI', 'MC', 'ID'], 'type': 'album', 'href': 'https://api.spotify.com/v1/albums/717UG2du6utFe7CdmpuUe3'}, 'popularity': 71, 'id': '69gRFGOWY9OMpFJgFol1u0', 'external_urls': {'spotify': 'https://open.spotify.com/track/69gRFGOWY9OMpFJgFol1u0'}, 'explicit': False, 'duration_ms': 282706, 'preview_url': 'https://p.scdn.co/mp3-preview/4bdac87857d69b1fec0a174b13e3b9a51cade0a4', 'name': 'Gasolina - DJ Buddah Remix', 'external_ids': {'isrc': 'ITF250500068'}, 'available_markets': ['AR', 'AU', 'AT', 'BE', 'BO', 'BR', 'BG', 'CA', 'CL', 'CO', 'CR', 'CY', 'CZ', 'DK', 'DO', 'DE', 'EC', 'EE', 'SV', 'FI', 'FR', 'GR', 'GT', 'HN', 'HK', 'HU', 'IS', 'IE', 'IT', 'LV', 'LT', 'LU', 'MY', 'MT', 'MX', 'NL', 'NZ', 'NI', 'NO', 'PA', 'PY', 'PE', 'PH', 'PL', 'PT', 'SG', 'SK', 'ES', 'SE', 'CH', 'TW', 'TR', 'UY', 'US', 'GB', 'AD', 'LI', 'MC', 'ID'], 'track_number': 6}, {'type': 'track', 'artists': [{'id': '2OqENqJFXPORP4BUGnu2Qq', 'external_urls': {'spotify': 'https://open.spotify.com/artist/2OqENqJFXPORP4BUGnu2Qq'}, 'uri': 'spotify:artist:2OqENqJFXPORP4BUGnu2Qq', 'name': 'Youngbloodz', 'href': 'https://api.spotify.com/v1/artists/2OqENqJFXPORP4BUGnu2Qq', 'type': 'artist'}, {'id': '3dwESUD2sahwxyFL6SYtEn', 'external_urls': {'spotify': 'https://open.spotify.com/artist/3dwESUD2sahwxyFL6SYtEn'}, 'uri': 'spotify:artist:3dwESUD2sahwxyFL6SYtEn', 'name': 'Sean Paul', 'href': 'https://api.spotify.com/v1/artists/3dwESUD2sahwxyFL6SYtEn', 'type': 'artist'}, {'id': '3crnzLy8R4lVwaigKEOz7V', 'external_urls': {'spotify': 'https://open.spotify.com/artist/3crnzLy8R4lVwaigKEOz7V'}, 'uri': 'spotify:artist:3crnzLy8R4lVwaigKEOz7V', 'name': 'E-40', 'href': 'https://api.spotify.com/v1/artists/3crnzLy8R4lVwaigKEOz7V', 'type': 'artist'}, {'id': '7sfl4Xt5KmfyDs2T3SVSMK', 'external_urls': {'spotify': 'https://open.spotify.com/artist/7sfl4Xt5KmfyDs2T3SVSMK'}, 'uri': 'spotify:artist:7sfl4Xt5KmfyDs2T3SVSMK', 'name': 'Lil Jon', 'href': 'https://api.spotify.com/v1/artists/7sfl4Xt5KmfyDs2T3SVSMK', 'type': 'artist'}], 'uri': 'spotify:track:6o3s08kk2fQI37vxGZDrJ1', 'disc_number': 1, 'href': 'https://api.spotify.com/v1/tracks/6o3s08kk2fQI37vxGZDrJ1', 'album': {'id': '5ot3hAGLgvrmfZ3ddosFZf', 'external_urls': {'spotify': 'https://open.spotify.com/album/5ot3hAGLgvrmfZ3ddosFZf'}, 'album_type': 'single', 'images': [{'url': 'https://i.scdn.co/image/868844a5a4a1943bcffbfa1bd59a7ce5dee1ce01', 'height': 640, 'width': 640}, {'url': 'https://i.scdn.co/image/e8d636e671156629210a95e0c8595e865aa60c0c', 'height': 300, 'width': 300}, {'url': 'https://i.scdn.co/image/23f6eec357f5fd675bbd0752f584fc14f4586e24', 'height': 64, 'width': 64}], 'uri': 'spotify:album:5ot3hAGLgvrmfZ3ddosFZf', 'name': 'Snap Yo Fingers - Single', 'available_markets': ['AR', 'AU', 'AT', 'BE', 'BO', 'BR', 'BG', 'CA', 'CL', 'CO', 'CR', 'CY', 'CZ', 'DK', 'DO', 'DE', 'EC', 'EE', 'SV', 'FI', 'FR', 'GR', 'GT', 'HN', 'HK', 'HU', 'IS', 'IE', 'IT', 'LV', 'LT', 'LU', 'MY', 'MT', 'MX', 'NL', 'NZ', 'NI', 'NO', 'PA', 'PY', 'PE', 'PH', 'PL', 'PT', 'SG', 'SK', 'ES', 'SE', 'CH', 'TW', 'TR', 'UY', 'US', 'GB', 'AD', 'LI', 'MC', 'ID'], 'type': 'album', 'href': 'https://api.spotify.com/v1/albums/5ot3hAGLgvrmfZ3ddosFZf'}, 'popularity': 65, 'id': '6o3s08kk2fQI37vxGZDrJ1', 'external_urls': {'spotify': 'https://open.spotify.com/track/6o3s08kk2fQI37vxGZDrJ1'}, 'explicit': False, 'duration_ms': 274386, 'preview_url': 'https://p.scdn.co/mp3-preview/fa9b9ff0464a50c5ebf4ebf2fb089a96ff40d5c4', 'name': 'Snap Yo Fingers', 'external_ids': {'isrc': 'USTV10600013'}, 'available_markets': ['AR', 'AU', 'AT', 'BE', 'BO', 'BR', 'BG', 'CA', 'CL', 'CO', 'CR', 'CY', 'CZ', 'DK', 'DO', 'DE', 'EC', 'EE', 'SV', 'FI', 'FR', 'GR', 'GT', 'HN', 'HK', 'HU', 'IS', 'IE', 'IT', 'LV', 'LT', 'LU', 'MY', 'MT', 'MX', 'NL', 'NZ', 'NI', 'NO', 'PA', 'PY', 'PE', 'PH', 'PL', 'PT', 'SG', 'SK', 'ES', 'SE', 'CH', 'TW', 'TR', 'UY', 'US', 'GB', 'AD', 'LI', 'MC', 'ID'], 'track_number': 1}, {'type': 'track', 'artists': [{'id': '7sfl4Xt5KmfyDs2T3SVSMK', 'external_urls': {'spotify': 'https://open.spotify.com/artist/7sfl4Xt5KmfyDs2T3SVSMK'}, 'uri': 'spotify:artist:7sfl4Xt5KmfyDs2T3SVSMK', 'name': 'Lil Jon', 'href': 'https://api.spotify.com/v1/artists/7sfl4Xt5KmfyDs2T3SVSMK', 'type': 'artist'}, {'id': '5LHRHt1k9lMyONurDHEdrp', 'external_urls': {'spotify': 'https://open.spotify.com/artist/5LHRHt1k9lMyONurDHEdrp'}, 'uri': 'spotify:artist:5LHRHt1k9lMyONurDHEdrp', 'name': 'Tyga', 'href': 'https://api.spotify.com/v1/artists/5LHRHt1k9lMyONurDHEdrp', 'type': 'artist'}], 'uri': 'spotify:track:35x6JdLCr4VWWR5ShNoAWo', 'disc_number': 1, 'href': 'https://api.spotify.com/v1/tracks/35x6JdLCr4VWWR5ShNoAWo', 'album': {'id': '7hSGhpAzdMDnh1UVcwBomX', 'external_urls': {'spotify': 'https://open.spotify.com/album/7hSGhpAzdMDnh1UVcwBomX'}, 'album_type': 'single', 'images': [{'url': 'https://i.scdn.co/image/850c1c5ff6f7111a6dd314e189d846ee7824599f', 'height': 640, 'width': 640}, {'url': 'https://i.scdn.co/image/06f668cf67c6b7ee262d20528071da6f80aaddfa', 'height': 300, 'width': 300}, {'url': 'https://i.scdn.co/image/1baaf4d9051eacad9a7a0105ca7d87dbbaf85274', 'height': 64, 'width': 64}], 'uri': 'spotify:album:7hSGhpAzdMDnh1UVcwBomX', 'name': 'Bend Ova', 'available_markets': ['AR', 'AU', 'AT', 'BE', 'BO', 'BR', 'BG', 'CA', 'CL', 'CO', 'CR', 'CY', 'CZ', 'DK', 'DO', 'DE', 'EC', 'EE', 'SV', 'FI', 'FR', 'GR', 'GT', 'HN', 'HK', 'HU', 'IS', 'IE', 'IT', 'LV', 'LT', 'LU', 'MY', 'MT', 'MX', 'NL', 'NZ', 'NI', 'NO', 'PA', 'PY', 'PE', 'PH', 'PL', 'PT', 'SG', 'SK', 'ES', 'SE', 'CH', 'TW', 'TR', 'UY', 'US', 'GB', 'AD', 'LI', 'MC', 'ID'], 'type': 'album', 'href': 'https://api.spotify.com/v1/albums/7hSGhpAzdMDnh1UVcwBomX'}, 'popularity': 63, 'id': '35x6JdLCr4VWWR5ShNoAWo', 'external_urls': {'spotify': 'https://open.spotify.com/track/35x6JdLCr4VWWR5ShNoAWo'}, 'explicit': True, 'duration_ms': 226106, 'preview_url': 'https://p.scdn.co/mp3-preview/68c9bc12674f66f79f0d967ea528f8e9f8ea5a79', 'name': 'Bend Ova', 'external_ids': {'isrc': 'QMEPP1400100'}, 'available_markets': ['AR', 'AU', 'AT', 'BE', 'BO', 'BR', 'BG', 'CA', 'CL', 'CO', 'CR', 'CY', 'CZ', 'DK', 'DO', 'DE', 'EC', 'EE', 'SV', 'FI', 'FR', 'GR', 'GT', 'HN', 'HK', 'HU', 'IS', 'IE', 'IT', 'LV', 'LT', 'LU', 'MY', 'MT', 'MX', 'NL', 'NZ', 'NI', 'NO', 'PA', 'PY', 'PE', 'PH', 'PL', 'PT', 'SG', 'SK', 'ES', 'SE', 'CH', 'TW', 'TR', 'UY', 'US', 'GB', 'AD', 'LI', 'MC', 'ID'], 'track_number': 1}, {'type': 'track', 'artists': [{'id': '540vIaP2JwjQb9dm3aArA4', 'external_urls': {'spotify': 'https://open.spotify.com/artist/540vIaP2JwjQb9dm3aArA4'}, 'uri': 'spotify:artist:540vIaP2JwjQb9dm3aArA4', 'name': 'DJ Snake', 'href': 'https://api.spotify.com/v1/artists/540vIaP2JwjQb9dm3aArA4', 'type': 'artist'}, {'id': '7sfl4Xt5KmfyDs2T3SVSMK', 'external_urls': {'spotify': 'https://open.spotify.com/artist/7sfl4Xt5KmfyDs2T3SVSMK'}, 'uri': 'spotify:artist:7sfl4Xt5KmfyDs2T3SVSMK', 'name': 'Lil Jon', 'href': 'https://api.spotify.com/v1/artists/7sfl4Xt5KmfyDs2T3SVSMK', 'type': 'artist'}, {'id': '5gCRApTajqwbnHHPbr2Fpi', 'external_urls': {'spotify': 'https://open.spotify.com/artist/5gCRApTajqwbnHHPbr2Fpi'}, 'uri': 'spotify:artist:5gCRApTajqwbnHHPbr2Fpi', 'name': 'Juicy J', 'href': 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<class 'dict'>



In [38]:

    
print(lil_jon.keys())









    



dict_keys(['tracks'])



In [39]:

    
print(lil_jon['tracks'])









    



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'https://i.scdn.co/image/a18242317ccb1c44cdc2e1b9a2a14b6c5932b550', 'height': 300, 'width': 300}, {'url': 'https://i.scdn.co/image/5d606d0b483943a7edd007f4b245d3232a0c8162', 'height': 64, 'width': 64}], 'uri': 'spotify:album:3zo0Hxh9rjJsdw2JAKReE3', 'name': 'Turn Down for What', 'available_markets': ['AR', 'AU', 'AT', 'BE', 'BO', 'BR', 'BG', 'CA', 'CL', 'CO', 'CR', 'CY', 'CZ', 'DK', 'DO', 'DE', 'EC', 'EE', 'SV', 'FI', 'FR', 'GR', 'GT', 'HN', 'HK', 'HU', 'IS', 'IE', 'IT', 'LV', 'LT', 'LU', 'MY', 'MT', 'MX', 'NL', 'NZ', 'NI', 'NO', 'PA', 'PY', 'PE', 'PH', 'PL', 'PT', 'SG', 'SK', 'ES', 'SE', 'CH', 'TW', 'TR', 'UY', 'US', 'GB', 'AD', 'LI', 'MC', 'ID'], 'type': 'album', 'href': 'https://api.spotify.com/v1/albums/3zo0Hxh9rjJsdw2JAKReE3'}, 'popularity': 78, 'id': '67awxiNHNyjMXhVgsHuIrs', 'external_urls': {'spotify': 'https://open.spotify.com/track/67awxiNHNyjMXhVgsHuIrs'}, 'explicit': False, 'duration_ms': 213733, 'preview_url': 'https://p.scdn.co/mp3-preview/fde5f6c570eb2ecaca797c0984a247a47d3fdc21', 'name': 'Turn Down for What', 'external_ids': {'isrc': 'USSM11308174'}, 'available_markets': ['AR', 'AU', 'AT', 'BE', 'BO', 'BR', 'BG', 'CA', 'CL', 'CO', 'CR', 'CY', 'CZ', 'DK', 'DO', 'DE', 'EC', 'EE', 'SV', 'FI', 'FR', 'GR', 'GT', 'HN', 'HK', 'HU', 'IS', 'IE', 'IT', 'LV', 'LT', 'LU', 'MY', 'MT', 'MX', 'NL', 'NZ', 'NI', 'NO', 'PA', 'PY', 'PE', 'PH', 'PL', 'PT', 'SG', 'SK', 'ES', 'SE', 'CH', 'TW', 'TR', 'UY', 'US', 'GB', 'AD', 'LI', 'MC', 'ID'], 'track_number': 1}, {'type': 'track', 'artists': [{'id': '4VMYDCV2IEDYJArk749S6m', 'external_urls': {'spotify': 'https://open.spotify.com/artist/4VMYDCV2IEDYJArk749S6m'}, 'uri': 'spotify:artist:4VMYDCV2IEDYJArk749S6m', 'name': 'Daddy Yankee', 'href': 'https://api.spotify.com/v1/artists/4VMYDCV2IEDYJArk749S6m', 'type': 'artist'}, {'id': '7sfl4Xt5KmfyDs2T3SVSMK', 'external_urls': {'spotify': 'https://open.spotify.com/artist/7sfl4Xt5KmfyDs2T3SVSMK'}, 'uri': 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'0TnOYISbd1XYRBk9myaseg', 'external_urls': {'spotify': 'https://open.spotify.com/artist/0TnOYISbd1XYRBk9myaseg'}, 'uri': 'spotify:artist:0TnOYISbd1XYRBk9myaseg', 'name': 'Pitbull', 'href': 'https://api.spotify.com/v1/artists/0TnOYISbd1XYRBk9myaseg', 'type': 'artist'}], 'uri': 'spotify:track:4tAru66VGVLWYjg90UV4vJ', 'disc_number': 1, 'href': 'https://api.spotify.com/v1/tracks/4tAru66VGVLWYjg90UV4vJ', 'album': {'id': '76N6imyjQ9h5p2NzakHT32', 'external_urls': {'spotify': 'https://open.spotify.com/album/76N6imyjQ9h5p2NzakHT32'}, 'album_type': 'album', 'images': [{'url': 'https://i.scdn.co/image/963ccc301158d51d999ea3f0f7f8cf1232606236', 'height': 640, 'width': 640}, {'url': 'https://i.scdn.co/image/887c20ba4508d968272ae371a5a10c52352e666c', 'height': 300, 'width': 300}, {'url': 'https://i.scdn.co/image/a2a5886a18396fe4c025b1de74be66177773d51b', 'height': 64, 'width': 64}], 'uri': 'spotify:album:76N6imyjQ9h5p2NzakHT32', 'name': 'M.I.A.M.I.', 'available_markets': ['AR', 'AU', 'AT', 'BE', 'BO', 'BR', 'BG', 'CA', 'CL', 'CO', 'CR', 'CY', 'CZ', 'DK', 'DO', 'DE', 'EC', 'EE', 'SV', 'FI', 'FR', 'GR', 'GT', 'HN', 'HK', 'HU', 'IS', 'IE', 'IT', 'LV', 'LT', 'LU', 'MY', 'MT', 'MX', 'NL', 'NZ', 'NI', 'NO', 'PA', 'PY', 'PE', 'PH', 'PL', 'PT', 'SG', 'SK', 'ES', 'SE', 'CH', 'TW', 'TR', 'UY', 'US', 'GB', 'AD', 'LI', 'MC', 'ID'], 'type': 'album', 'href': 'https://api.spotify.com/v1/albums/76N6imyjQ9h5p2NzakHT32'}, 'popularity': 59, 'id': '4tAru66VGVLWYjg90UV4vJ', 'external_urls': {'spotify': 'https://open.spotify.com/track/4tAru66VGVLWYjg90UV4vJ'}, 'explicit': True, 'duration_ms': 219080, 'preview_url': 'https://p.scdn.co/mp3-preview/edbfc7c1a9353d32ba3a577376ddfabb49cd8a71', 'name': 'Culo', 'external_ids': {'isrc': 'USTV10400126'}, 'available_markets': ['AR', 'AU', 'AT', 'BE', 'BO', 'BR', 'BG', 'CA', 'CL', 'CO', 'CR', 'CY', 'CZ', 'DK', 'DO', 'DE', 'EC', 'EE', 'SV', 'FI', 'FR', 'GR', 'GT', 'HN', 'HK', 'HU', 'IS', 'IE', 'IT', 'LV', 'LT', 'LU', 'MY', 'MT', 'MX', 'NL', 'NZ', 'NI', 'NO', 'PA', 'PY', 'PE', 'PH', 'PL', 'PT', 'SG', 'SK', 'ES', 'SE', 'CH', 'TW', 'TR', 'UY', 'US', 'GB', 'AD', 'LI', 'MC', 'ID'], 'track_number': 2}, {'type': 'track', 'artists': [{'id': '7sfl4Xt5KmfyDs2T3SVSMK', 'external_urls': {'spotify': 'https://open.spotify.com/artist/7sfl4Xt5KmfyDs2T3SVSMK'}, 'uri': 'spotify:artist:7sfl4Xt5KmfyDs2T3SVSMK', 'name': 'Lil Jon', 'href': 'https://api.spotify.com/v1/artists/7sfl4Xt5KmfyDs2T3SVSMK', 'type': 'artist'}], 'uri': 'spotify:track:1ArSJ2NBOhw4x0sxGbWFSn', 'disc_number': 1, 'href': 'https://api.spotify.com/v1/tracks/1ArSJ2NBOhw4x0sxGbWFSn', 'album': {'id': '4MeowM4zxeluX4brfdZOWa', 'external_urls': {'spotify': 'https://open.spotify.com/album/4MeowM4zxeluX4brfdZOWa'}, 'album_type': 'single', 'images': [{'url': 'https://i.scdn.co/image/068efb6e30dd7c68e53b9b6857e8e52746ee88b8', 'height': 640, 'width': 640}, {'url': 'https://i.scdn.co/image/fa8d117e635d6b152cfbe5d2cca4504fa939ea60', 'height': 300, 'width': 300}, {'url': 'https://i.scdn.co/image/031038d338e7f936b5c7a52bece966ec8be368ec', 'height': 64, 'width': 64}], 'uri': 'spotify:album:4MeowM4zxeluX4brfdZOWa', 'name': 'Get Loose (Remixes)', 'available_markets': ['AR', 'AU', 'AT', 'BE', 'BO', 'BR', 'BG', 'CA', 'CL', 'CO', 'CR', 'CY', 'CZ', 'DK', 'DO', 'DE', 'EC', 'EE', 'SV', 'FI', 'FR', 'GR', 'GT', 'HN', 'HK', 'HU', 'IS', 'IE', 'IT', 'LV', 'LT', 'LU', 'MY', 'MT', 'MX', 'NL', 'NZ', 'NI', 'NO', 'PA', 'PY', 'PE', 'PH', 'PL', 'PT', 'SG', 'SK', 'ES', 'SE', 'CH', 'TW', 'TR', 'UY', 'US', 'GB', 'AD', 'LI', 'MC', 'ID'], 'type': 'album', 'href': 'https://api.spotify.com/v1/albums/4MeowM4zxeluX4brfdZOWa'}, 'popularity': 53, 'id': '1ArSJ2NBOhw4x0sxGbWFSn', 'external_urls': {'spotify': 'https://open.spotify.com/track/1ArSJ2NBOhw4x0sxGbWFSn'}, 'explicit': True, 'duration_ms': 120878, 'preview_url': 'https://p.scdn.co/mp3-preview/a0000c5116d5220fc721e1854ad73e6c9f21a924', 'name': 'Get Loose', 'external_ids': {'isrc': 'USDM31575801'}, 'available_markets': ['AR', 'AU', 'AT', 'BE', 'BO', 'BR', 'BG', 'CA', 'CL', 'CO', 'CR', 'CY', 'CZ', 'DK', 'DO', 'DE', 'EC', 'EE', 'SV', 'FI', 'FR', 'GR', 'GT', 'HN', 'HK', 'HU', 'IS', 'IE', 'IT', 'LV', 'LT', 'LU', 'MY', 'MT', 'MX', 'NL', 'NZ', 'NI', 'NO', 'PA', 'PY', 'PE', 'PH', 'PL', 'PT', 'SG', 'SK', 'ES', 'SE', 'CH', 'TW', 'TR', 'UY', 'US', 'GB', 'AD', 'LI', 'MC', 'ID'], 'track_number': 1}, {'type': 'track', 'artists': [{'id': '7sfl4Xt5KmfyDs2T3SVSMK', 'external_urls': {'spotify': 'https://open.spotify.com/artist/7sfl4Xt5KmfyDs2T3SVSMK'}, 'uri': 'spotify:artist:7sfl4Xt5KmfyDs2T3SVSMK', 'name': 'Lil Jon', 'href': 'https://api.spotify.com/v1/artists/7sfl4Xt5KmfyDs2T3SVSMK', 'type': 'artist'}, {'id': '0TnOYISbd1XYRBk9myaseg', 'external_urls': {'spotify': 'https://open.spotify.com/artist/0TnOYISbd1XYRBk9myaseg'}, 'uri': 'spotify:artist:0TnOYISbd1XYRBk9myaseg', 'name': 'Pitbull', 'href': 'https://api.spotify.com/v1/artists/0TnOYISbd1XYRBk9myaseg', 'type': 'artist'}], 'uri': 'spotify:track:2cZ5ACJfBj2uAXARdHpjAW', 'disc_number': 1, 'href': 'https://api.spotify.com/v1/tracks/2cZ5ACJfBj2uAXARdHpjAW', 'album': {'id': '7m9AYxqeFPagkaqlg6WE0J', 'external_urls': {'spotify': 'https://open.spotify.com/album/7m9AYxqeFPagkaqlg6WE0J'}, 'album_type': 'album', 'images': [{'url': 'https://i.scdn.co/image/187a47a2d653ae440f2b2ed2eaebe7a6c7fb68a1', 'height': 640, 'width': 640}, {'url': 'https://i.scdn.co/image/bc9839b1a7b55e5a6f88a9cd5cb919c486a875b9', 'height': 300, 'width': 300}, {'url': 'https://i.scdn.co/image/02f3edf5596596cfb54060e7b51b6e7f2f6df245', 'height': 64, 'width': 64}], 'uri': 'spotify:album:7m9AYxqeFPagkaqlg6WE0J', 'name': 'The Boatlift', 'available_markets': ['AR', 'AU', 'AT', 'BE', 'BO', 'BR', 'BG', 'CA', 'CL', 'CO', 'CR', 'CY', 'CZ', 'DK', 'DO', 'DE', 'EC', 'EE', 'SV', 'FI', 'FR', 'GR', 'GT', 'HN', 'HK', 'HU', 'IS', 'IE', 'IT', 'LV', 'LT', 'LU', 'MY', 'MT', 'MX', 'NL', 'NZ', 'NI', 'NO', 'PA', 'PY', 'PE', 'PH', 'PL', 'PT', 'SG', 'SK', 'ES', 'SE', 'CH', 'TW', 'TR', 'UY', 'US', 'GB', 'AD', 'LI', 'MC', 'ID'], 'type': 'album', 'href': 'https://api.spotify.com/v1/albums/7m9AYxqeFPagkaqlg6WE0J'}, 'popularity': 51, 'id': '2cZ5ACJfBj2uAXARdHpjAW', 'external_urls': {'spotify': 'https://open.spotify.com/track/2cZ5ACJfBj2uAXARdHpjAW'}, 'explicit': True, 'duration_ms': 245054, 'preview_url': 'https://p.scdn.co/mp3-preview/74ad46988661814bd41d3d5523693685a1157d67', 'name': 'The Anthem', 'external_ids': {'isrc': 'USTV10701037'}, 'available_markets': ['AR', 'AU', 'AT', 'BE', 'BO', 'BR', 'BG', 'CA', 'CL', 'CO', 'CR', 'CY', 'CZ', 'DK', 'DO', 'DE', 'EC', 'EE', 'SV', 'FI', 'FR', 'GR', 'GT', 'HN', 'HK', 'HU', 'IS', 'IE', 'IT', 'LV', 'LT', 'LU', 'MY', 'MT', 'MX', 'NL', 'NZ', 'NI', 'NO', 'PA', 'PY', 'PE', 'PH', 'PL', 'PT', 'SG', 'SK', 'ES', 'SE', 'CH', 'TW', 'TR', 'UY', 'US', 'GB', 'AD', 'LI', 'MC', 'ID'], 'track_number': 7}, {'type': 'track', 'artists': [{'id': '2FmzVitXZjIkFolH8HXd4j', 'external_urls': {'spotify': 'https://open.spotify.com/artist/2FmzVitXZjIkFolH8HXd4j'}, 'uri': 'spotify:artist:2FmzVitXZjIkFolH8HXd4j', 'name': 'Flosstradamus', 'href': 'https://api.spotify.com/v1/artists/2FmzVitXZjIkFolH8HXd4j', 'type': 'artist'}, {'id': '6M7RdR9ZP52h2mfNLmiHtU', 'external_urls': {'spotify': 'https://open.spotify.com/artist/6M7RdR9ZP52h2mfNLmiHtU'}, 'uri': 'spotify:artist:6M7RdR9ZP52h2mfNLmiHtU', 'name': 'GTA', 'href': 'https://api.spotify.com/v1/artists/6M7RdR9ZP52h2mfNLmiHtU', 'type': 'artist'}, {'id': '7sfl4Xt5KmfyDs2T3SVSMK', 'external_urls': {'spotify': 'https://open.spotify.com/artist/7sfl4Xt5KmfyDs2T3SVSMK'}, 'uri': 'spotify:artist:7sfl4Xt5KmfyDs2T3SVSMK', 'name': 'Lil Jon', 'href': 'https://api.spotify.com/v1/artists/7sfl4Xt5KmfyDs2T3SVSMK', 'type': 'artist'}], 'uri': 'spotify:track:7JUWmg5qxqlL1t1FJhgp81', 'disc_number': 1, 'href': 'https://api.spotify.com/v1/tracks/7JUWmg5qxqlL1t1FJhgp81', 'album': {'id': '5oHN6zfydzNd8yx7QHztCs', 'external_urls': {'spotify': 'https://open.spotify.com/album/5oHN6zfydzNd8yx7QHztCs'}, 'album_type': 'album', 'images': [{'url': 'https://i.scdn.co/image/24c0648433921dbd94d8d5c79cfdd0da33a1983b', 'height': 640, 'width': 640}, {'url': 'https://i.scdn.co/image/70caa2873aba1836cdecc538026816079c7af9ac', 'height': 300, 'width': 300}, {'url': 'https://i.scdn.co/image/e54a37764d265695629dd638eb5b037e187ceff2', 'height': 64, 'width': 64}], 'uri': 'spotify:album:5oHN6zfydzNd8yx7QHztCs', 'name': 'Soundclash', 'available_markets': ['AR', 'AT', 'BE', 'BO', 'BR', 'BG', 'CA', 'CL', 'CO', 'CR', 'CY', 'CZ', 'DK', 'DO', 'DE', 'EC', 'EE', 'SV', 'FI', 'FR', 'GR', 'GT', 'HN', 'HU', 'IS', 'IE', 'IT', 'LV', 'LT', 'LU', 'MT', 'NL', 'NI', 'NO', 'PA', 'PY', 'PE', 'PL', 'PT', 'SK', 'ES', 'SE', 'CH', 'TR', 'UY', 'US', 'GB', 'AD', 'LI', 'MC'], 'type': 'album', 'href': 'https://api.spotify.com/v1/albums/5oHN6zfydzNd8yx7QHztCs'}, 'popularity': 50, 'id': '7JUWmg5qxqlL1t1FJhgp81', 'external_urls': {'spotify': 'https://open.spotify.com/track/7JUWmg5qxqlL1t1FJhgp81'}, 'explicit': True, 'duration_ms': 189834, 'preview_url': 'https://p.scdn.co/mp3-preview/c9934e46fa7467eef841e9fc7d09624192583a98', 'name': 'Prison Riot', 'external_ids': {'isrc': 'USUS11203354'}, 'available_markets': ['AR', 'AT', 'BE', 'BO', 'BR', 'BG', 'CA', 'CL', 'CO', 'CR', 'CY', 'CZ', 'DK', 'DO', 'DE', 'EC', 'EE', 'SV', 'FI', 'FR', 'GR', 'GT', 'HN', 'HU', 'IS', 'IE', 'IT', 'LV', 'LT', 'LU', 'MT', 'NL', 'NI', 'NO', 'PA', 'PY', 'PE', 'PL', 'PT', 'SK', 'ES', 'SE', 'CH', 'TR', 'UY', 'US', 'GB', 'AD', 'LI', 'MC'], 'track_number': 6}, {'type': 'track', 'artists': [{'id': '7sfl4Xt5KmfyDs2T3SVSMK', 'external_urls': {'spotify': 'https://open.spotify.com/artist/7sfl4Xt5KmfyDs2T3SVSMK'}, 'uri': 'spotify:artist:7sfl4Xt5KmfyDs2T3SVSMK', 'name': 'Lil Jon', 'href': 'https://api.spotify.com/v1/artists/7sfl4Xt5KmfyDs2T3SVSMK', 'type': 'artist'}, {'id': '3sgFRtyBnxXD5ESfmbK4dl', 'external_urls': {'spotify': 'https://open.spotify.com/artist/3sgFRtyBnxXD5ESfmbK4dl'}, 'uri': 'spotify:artist:3sgFRtyBnxXD5ESfmbK4dl', 'name': 'LMFAO', 'href': 'https://api.spotify.com/v1/artists/3sgFRtyBnxXD5ESfmbK4dl', 'type': 'artist'}], 'uri': 'spotify:track:1Oenqmtbzt331Pgv0ODfS2', 'disc_number': 1, 'href': 'https://api.spotify.com/v1/tracks/1Oenqmtbzt331Pgv0ODfS2', 'album': {'id': '49qpwRDGLfNAkUG9UeGoTV', 'external_urls': {'spotify': 'https://open.spotify.com/album/49qpwRDGLfNAkUG9UeGoTV'}, 'album_type': 'album', 'images': [{'url': 'https://i.scdn.co/image/5c64ec0b49afd0b39cdb97b982cc62d1f94696f7', 'height': 640, 'width': 640}, {'url': 'https://i.scdn.co/image/d4e7679cceca907a7a875371feda1f1d2f774a5b', 'height': 300, 'width': 300}, {'url': 'https://i.scdn.co/image/357e16094534b24f8dd30fe621a326c3e74b45dd', 'height': 64, 'width': 64}], 'uri': 'spotify:album:49qpwRDGLfNAkUG9UeGoTV', 'name': 'Crunk Rock (Deluxe Edition Explicit)', 'available_markets': ['CA', 'US'], 'type': 'album', 'href': 'https://api.spotify.com/v1/albums/49qpwRDGLfNAkUG9UeGoTV'}, 'popularity': 48, 'id': '1Oenqmtbzt331Pgv0ODfS2', 'external_urls': {'spotify': 'https://open.spotify.com/track/1Oenqmtbzt331Pgv0ODfS2'}, 'explicit': True, 'duration_ms': 250746, 'preview_url': 'https://p.scdn.co/mp3-preview/cbe241286d2bca2f2672a11be4d5ac420dcd7499', 'name': 'Outta Your Mind', 'external_ids': {'isrc': 'USUM71013738'}, 'available_markets': ['CA', 'US'], 'track_number': 10}]



In [44]:

    
tracks = ['tracks']
for lil_jon in tracks:
    print("Lil Jon's top tracks are:")









    



Lil Jon's top tracks are:

6) Will the world explode if a musicians swears? Get an average popularity for their explicit songs vs. their non-explicit songs. How many minutes of explicit songs do they have? Non-explicit?



In [ ]:



In [75]:

    
response = requests.get("https://api.spotify.com/v1/artists/55Aa2cqylxrFIXC767Z865/top-tracks?country=US")
data = response.json()
tracks = data['tracks']
explicit_count = 0 
clean_count = 0 
for track in tracks:
    print(track['name'], track['explicit'])
    
    # TA-COMMENT: (-0.5) if True is always True! This happens to work out because all the tracks were explicit. 
    if True:
        explicit_count = explicit_count + 1
    if not track['explicit']:
        clean_count = clean_count + 1
    print("We have found", explicit_count, "explicit tracks, and", clean_count, "tracks are clean")
if track_count > 0:
    print("Overall, We discovered", explicit_count, "explicit tracks")
    print("And", clean_count, "were non-explicit")
    print("Which means", 100 * clean_count / explicit_count, " percent of tracks were clean")
else:
    print("No top tracks found")
    
# TA-COMMENT: It's a good idea to comment out code so if you read it back later, you know what's happening at each stage









    



Forever True
We have found 1 explicit tracks, and 0 tracks are clean
Nothing But Trouble - Instagram Models True
We have found 2 explicit tracks, and 0 tracks are clean
6 Foot 7 Foot True
We have found 3 explicit tracks, and 0 tracks are clean
A Milli True
We have found 4 explicit tracks, and 0 tracks are clean
Right Above It True
We have found 5 explicit tracks, and 0 tracks are clean
Lollipop True
We have found 6 explicit tracks, and 0 tracks are clean
Love Me True
We have found 7 explicit tracks, and 0 tracks are clean
Rich As Fuck True
We have found 8 explicit tracks, and 0 tracks are clean
Mirror True
We have found 9 explicit tracks, and 0 tracks are clean
Believe Me True
We have found 10 explicit tracks, and 0 tracks are clean
Overall, We discovered 10 explicit tracks
And 0 were non-explicit
Which means 0.0  percent of tracks were clean



In [76]:

    
import requests
response = requests.get('https://api.spotify.com/v1/artists/55Aa2cqylxrFIXC767Z865/top-tracks?country=US')
data = response.json()
tracks = data['tracks']
#print(tracks)
explicit_count = 0 
clean_count = 0
popularity_explicit = 0
popularity_nonexplicit = 0
minutes_explicit = 0 
minutes_not_explicit = 0 

for track in tracks:
    print(track['name'], track['explicit'])
    if track['explicit'] == True:
        explicit_count = explicit_count + 1
        popularity_explicit = popularity_explicit + track['popularity']
        minutes_explicit = minutes_explicit + track['duration_ms']
        print("The number of explicit songs are", explicit_count, "with a popularity of", popularity_explicit)
        print( "Lil Wayne has", minutes_explicit/10000, "minutes of explicit songs" )
    elif track['explicit'] == False:
        clean_count = clean_count + 1
        popularity_nonexplicit = popularity_nonexplicit + track['popularity']
        minutes_not_explicit = minutes_not_explicit + track['duration_ms']
    print("Lil Wayne has", explicit_count, "explicit tracks, and", clean_count, "clean tracks")
    print( "Lil Wayne has", minutes_not_explicit/10000, "minutes of clean songs")
print("The average popularity of Lil Wayne's explicit tracks is", popularity_explicit/explicit_count)









    



Forever True
The number of explicit songs are 1 with a popularity of 75
Lil Wayne has 35.7346 minutes of explicit songs
Lil Wayne has 1 explicit tracks, and 0 clean tracks
Lil Wayne has 0.0 minutes of clean songs
Nothing But Trouble - Instagram Models True
The number of explicit songs are 2 with a popularity of 148
Lil Wayne has 57.533 minutes of explicit songs
Lil Wayne has 2 explicit tracks, and 0 clean tracks
Lil Wayne has 0.0 minutes of clean songs
6 Foot 7 Foot True
The number of explicit songs are 3 with a popularity of 220
Lil Wayne has 82.3916 minutes of explicit songs
Lil Wayne has 3 explicit tracks, and 0 clean tracks
Lil Wayne has 0.0 minutes of clean songs
A Milli True
The number of explicit songs are 4 with a popularity of 291
Lil Wayne has 104.5756 minutes of explicit songs
Lil Wayne has 4 explicit tracks, and 0 clean tracks
Lil Wayne has 0.0 minutes of clean songs
Right Above It True
The number of explicit songs are 5 with a popularity of 361
Lil Wayne has 131.7702 minutes of explicit songs
Lil Wayne has 5 explicit tracks, and 0 clean tracks
Lil Wayne has 0.0 minutes of clean songs
Lollipop True
The number of explicit songs are 6 with a popularity of 428
Lil Wayne has 161.7035 minutes of explicit songs
Lil Wayne has 6 explicit tracks, and 0 clean tracks
Lil Wayne has 0.0 minutes of clean songs
Love Me True
The number of explicit songs are 7 with a popularity of 495
Lil Wayne has 187.0475 minutes of explicit songs
Lil Wayne has 7 explicit tracks, and 0 clean tracks
Lil Wayne has 0.0 minutes of clean songs
Rich As Fuck True
The number of explicit songs are 8 with a popularity of 562
Lil Wayne has 209.3648 minutes of explicit songs
Lil Wayne has 8 explicit tracks, and 0 clean tracks
Lil Wayne has 0.0 minutes of clean songs
Mirror True
The number of explicit songs are 9 with a popularity of 628
Lil Wayne has 232.1741 minutes of explicit songs
Lil Wayne has 9 explicit tracks, and 0 clean tracks
Lil Wayne has 0.0 minutes of clean songs
Believe Me True
The number of explicit songs are 10 with a popularity of 694
Lil Wayne has 265.9381 minutes of explicit songs
Lil Wayne has 10 explicit tracks, and 0 clean tracks
Lil Wayne has 0.0 minutes of clean songs
The average popularity of Lil Wayne's explicit tracks is 69.4



In [77]:

    
import requests
response = requests.get('https://api.spotify.com/v1/artists/7sfl4Xt5KmfyDs2T3SVSMK/top-tracks?country=US')
data = response.json()
tracks = data['tracks']
#print(tracks)
explicit_count = 0 
clean_count = 0
for track in tracks:
    print(track['name'], track['explicit'])
    if True:
        explicit_count = explicit_count + 1
    if not track['explicit']:
        clean_count = clean_count + 1
    print("Lil Jon has", explicit_count, "explicit tracks, and", clean_count, "clean tracks")









    



Turn Down for What False
Lil Jon has 1 explicit tracks, and 1 clean tracks
Gasolina - DJ Buddah Remix False
Lil Jon has 2 explicit tracks, and 2 clean tracks
Snap Yo Fingers False
Lil Jon has 3 explicit tracks, and 3 clean tracks
Bend Ova True
Lil Jon has 4 explicit tracks, and 3 clean tracks
Turn Down for What - Official Remix True
Lil Jon has 5 explicit tracks, and 3 clean tracks
Culo True
Lil Jon has 6 explicit tracks, and 3 clean tracks
Get Loose True
Lil Jon has 7 explicit tracks, and 3 clean tracks
The Anthem True
Lil Jon has 8 explicit tracks, and 3 clean tracks
Prison Riot True
Lil Jon has 9 explicit tracks, and 3 clean tracks
Outta Your Mind True
Lil Jon has 10 explicit tracks, and 3 clean tracks



In [58]:

    
response = requests.get("https://api.spotify.com/v1/artists/7sfl4Xt5KmfyDs2T3SVSMK/top-tracks?country=US")
data = response.json()
tracks = data['tracks']
explicit_count = 0 
clean_count = 0 
for track in tracks:
    print(track['name'], track['explicit'])
    if True:
        explicit_count = explicit_count + 1
    if not track['explicit']:
        clean_count = clean_count + 1
    print("We have found", explicit_count, "explicit tracks, and", clean_count, "tracks are clean")
if track_count > 0:
    print("Overall, We discovered", explicit_count, "explicit tracks")
    print("And", clean_count, "were non-explicit")
    print("Which means", 100 * clean_count / explicit_count, " percent of tracks were clean")
else:
    print("No top tracks found")









    



Turn Down for What False
We have found 1 explicit tracks, and 1 tracks are clean
Gasolina - DJ Buddah Remix False
We have found 2 explicit tracks, and 2 tracks are clean
Snap Yo Fingers False
We have found 3 explicit tracks, and 3 tracks are clean
Bend Ova True
We have found 4 explicit tracks, and 3 tracks are clean
Turn Down for What - Official Remix True
We have found 5 explicit tracks, and 3 tracks are clean
Culo True
We have found 6 explicit tracks, and 3 tracks are clean
Get Loose True
We have found 7 explicit tracks, and 3 tracks are clean
The Anthem True
We have found 8 explicit tracks, and 3 tracks are clean
Prison Riot True
We have found 9 explicit tracks, and 3 tracks are clean
Outta Your Mind True
We have found 10 explicit tracks, and 3 tracks are clean
Overall, We discovered 10 explicit tracks
And 3 were non-explicit
Which means 30.0  percent of tracks were clean



In [72]:

    
import requests
response = requests.get('https://api.spotify.com/v1/artists/7sfl4Xt5KmfyDs2T3SVSMK/top-tracks?country=US')
data = response.json()
tracks = data['tracks']
#print(tracks)
explicit_count = 0 
clean_count = 0
popularity_explicit = 0
popularity_nonexplicit = 0
minutes_explicit = 0 
minutes_not_explicit = 0 

for track in tracks:
    print(track['name'], track['explicit'])
    if track['explicit'] == True:
        explicit_count = explicit_count + 1
        popularity_explicit = popularity_explicit + track['popularity']
        minutes_explicit = minutes_explicit + track['duration_ms']
        print("The number of explicit songs are", explicit_count, "with a popularity of", popularity_explicit)
        print( "Lil Jon has", minutes_explicit/1000, "minutes of explicit songs" )
    elif track['explicit'] == False:
        clean_count = clean_count + 1
        popularity_nonexplicit = popularity_nonexplicit + track['popularity']
        minutes_not_explicit = minutes_not_explicit + track['duration_ms']
    print("Lil Jon has", explicit_count, "explicit tracks, and", clean_count, "clean tracks")
    print( "Lil Jon has", minutes_not_explicit/1000, "minutes of clean songs")
print("The average popularity of Lil Jon's explicit tracks is", popularity_explicit/explicit_count)









    



Turn Down for What False
Lil Jon has 0 explicit tracks, and 1 clean tracks
Lil Jon has 213.733 minutes of clean songs
Gasolina - DJ Buddah Remix False
Lil Jon has 0 explicit tracks, and 2 clean tracks
Lil Jon has 496.439 minutes of clean songs
Snap Yo Fingers False
Lil Jon has 0 explicit tracks, and 3 clean tracks
Lil Jon has 770.825 minutes of clean songs
Bend Ova True
The number of explicit songs are 1 with a popularity of 63
Lil Jon has 226.106 minutes of explicit songs
Lil Jon has 1 explicit tracks, and 3 clean tracks
Lil Jon has 770.825 minutes of clean songs
Turn Down for What - Official Remix True
The number of explicit songs are 2 with a popularity of 126
Lil Jon has 451.666 minutes of explicit songs
Lil Jon has 2 explicit tracks, and 3 clean tracks
Lil Jon has 770.825 minutes of clean songs
Culo True
The number of explicit songs are 3 with a popularity of 185
Lil Jon has 670.746 minutes of explicit songs
Lil Jon has 3 explicit tracks, and 3 clean tracks
Lil Jon has 770.825 minutes of clean songs
Get Loose True
The number of explicit songs are 4 with a popularity of 238
Lil Jon has 791.624 minutes of explicit songs
Lil Jon has 4 explicit tracks, and 3 clean tracks
Lil Jon has 770.825 minutes of clean songs
The Anthem True
The number of explicit songs are 5 with a popularity of 289
Lil Jon has 1036.678 minutes of explicit songs
Lil Jon has 5 explicit tracks, and 3 clean tracks
Lil Jon has 770.825 minutes of clean songs
Prison Riot True
The number of explicit songs are 6 with a popularity of 339
Lil Jon has 1226.512 minutes of explicit songs
Lil Jon has 6 explicit tracks, and 3 clean tracks
Lil Jon has 770.825 minutes of clean songs
Outta Your Mind True
The number of explicit songs are 7 with a popularity of 387
Lil Jon has 1477.258 minutes of explicit songs
Lil Jon has 7 explicit tracks, and 3 clean tracks
Lil Jon has 770.825 minutes of clean songs
The average popularity of Lil Jon's explicit tracks is 55.285714285714285



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