In [10]:
import requests
Grade = 7/8
In [11]:
response = requests.get('https://api.spotify.com/v1/search?query=lil&type=artist&type=artist&market=US&limit=50')
In [12]:
print(response.text)
data = response.json()
{
"artists" : {
"href" : "https://api.spotify.com/v1/search?query=lil&offset=0&limit=50&type=artist&market=US",
"items" : [ {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/55Aa2cqylxrFIXC767Z865"
},
"followers" : {
"href" : null,
"total" : 2633673
},
"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"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/6icQOAFXDZKsumw3YXyusw"
},
"followers" : {
"href" : null,
"total" : 43481
},
"genres" : [ ],
"href" : "https://api.spotify.com/v1/artists/6icQOAFXDZKsumw3YXyusw",
"id" : "6icQOAFXDZKsumw3YXyusw",
"images" : [ {
"height" : 640,
"url" : "https://i.scdn.co/image/add25baa69fc7bfd9cfd5d87716941028c2d6736",
"width" : 640
}, {
"height" : 300,
"url" : "https://i.scdn.co/image/3f8205117bdd028a648ad3fc925f9fb46dfa26fa",
"width" : 300
}, {
"height" : 64,
"url" : "https://i.scdn.co/image/ccc54e2911dbc5463acb401ee61489e27d991408",
"width" : 64
} ],
"name" : "Lil Yachty",
"popularity" : 73,
"type" : "artist",
"uri" : "spotify:artist:6icQOAFXDZKsumw3YXyusw"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/4O15NlyKLIASxsJ0PrXPfz"
},
"followers" : {
"href" : null,
"total" : 65455
},
"genres" : [ ],
"href" : "https://api.spotify.com/v1/artists/4O15NlyKLIASxsJ0PrXPfz",
"id" : "4O15NlyKLIASxsJ0PrXPfz",
"images" : [ {
"height" : 640,
"url" : "https://i.scdn.co/image/8c02344d1cb9069a5a2a9d1e860dc88b04088549",
"width" : 640
}, {
"height" : 320,
"url" : "https://i.scdn.co/image/28ac78387ad26048ccab0b671cbaddb30a2b52da",
"width" : 320
}, {
"height" : 160,
"url" : "https://i.scdn.co/image/6b074e198860470024e57ebbc1dda9f58088c506",
"width" : 160
} ],
"name" : "Lil Uzi Vert",
"popularity" : 74,
"type" : "artist",
"uri" : "spotify:artist:4O15NlyKLIASxsJ0PrXPfz"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/1tqhsYv8yBBdwANFNzHtcr"
},
"followers" : {
"href" : null,
"total" : 233349
},
"genres" : [ ],
"href" : "https://api.spotify.com/v1/artists/1tqhsYv8yBBdwANFNzHtcr",
"id" : "1tqhsYv8yBBdwANFNzHtcr",
"images" : [ {
"height" : 1000,
"url" : "https://i.scdn.co/image/a9c000526b14038b1fe69c72b0775f125bdf08af",
"width" : 1000
}, {
"height" : 640,
"url" : "https://i.scdn.co/image/31eac6ae8bdd6909236b5fd729d17406cc794e2d",
"width" : 640
}, {
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"url" : "https://i.scdn.co/image/24dcb67ddd3afc794a4b1dab4cc1a47035a0beab",
"width" : 200
}, {
"height" : 64,
"url" : "https://i.scdn.co/image/2d2ebd85f676535129dbb7c3a4bb96e7bfd940a7",
"width" : 64
} ],
"name" : "Lil Dicky",
"popularity" : 69,
"type" : "artist",
"uri" : "spotify:artist:1tqhsYv8yBBdwANFNzHtcr"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/6z7xFFHxYkE9t8bwIF0Bvg"
},
"followers" : {
"href" : null,
"total" : 221986
},
"genres" : [ ],
"href" : "https://api.spotify.com/v1/artists/6z7xFFHxYkE9t8bwIF0Bvg",
"id" : "6z7xFFHxYkE9t8bwIF0Bvg",
"images" : [ {
"height" : 667,
"url" : "https://i.scdn.co/image/f89376b78fe94a1692a5768f8f3440a4397bfb17",
"width" : 1000
}, {
"height" : 427,
"url" : "https://i.scdn.co/image/fbf5353d4410a540cc74285d387d9e59d038592a",
"width" : 640
}, {
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"url" : "https://i.scdn.co/image/39995515de01dc9eb91bc9c17d5c1921e7e54a1f",
"width" : 200
}, {
"height" : 43,
"url" : "https://i.scdn.co/image/b34f525381a78c72f423d74b76a47e1a1da9f7f8",
"width" : 64
} ],
"name" : "Boosie Badazz",
"popularity" : 67,
"type" : "artist",
"uri" : "spotify:artist:6z7xFFHxYkE9t8bwIF0Bvg"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/7sfl4Xt5KmfyDs2T3SVSMK"
},
"followers" : {
"href" : null,
"total" : 257117
},
"genres" : [ "crunk", "dirty south rap", "southern hip hop" ],
"href" : "https://api.spotify.com/v1/artists/7sfl4Xt5KmfyDs2T3SVSMK",
"id" : "7sfl4Xt5KmfyDs2T3SVSMK",
"images" : [ {
"height" : 664,
"url" : "https://i.scdn.co/image/885941564eadf27b7ee86d089e87967f9e3cf612",
"width" : 1000
}, {
"height" : 425,
"url" : "https://i.scdn.co/image/b5495566665b41f3dc2560d37d043e4a3dc2ca41",
"width" : 640
}, {
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"url" : "https://i.scdn.co/image/6ea9f92a43e23eaa7ced98d8773de37229b1410d",
"width" : 200
}, {
"height" : 43,
"url" : "https://i.scdn.co/image/ddef386b560619f296a27059874ad3fc7fd5d85d",
"width" : 64
} ],
"name" : "Lil Jon",
"popularity" : 72,
"type" : "artist",
"uri" : "spotify:artist:7sfl4Xt5KmfyDs2T3SVSMK"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/6L3x3if9RVimruryD9LoFb"
},
"followers" : {
"href" : null,
"total" : 65410
},
"genres" : [ ],
"href" : "https://api.spotify.com/v1/artists/6L3x3if9RVimruryD9LoFb",
"id" : "6L3x3if9RVimruryD9LoFb",
"images" : [ {
"height" : 879,
"url" : "https://i.scdn.co/image/8942e9c0745697fa8e3e75f02aa461d722a0519d",
"width" : 587
}, {
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"url" : "https://i.scdn.co/image/9fa49263a60cd27888e23b6c6c10c930af48114e",
"width" : 200
}, {
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"url" : "https://i.scdn.co/image/c11e5e1e9d21cee430c1bd7c72e387422854bd6a",
"width" : 64
} ],
"name" : "King Lil G",
"popularity" : 61,
"type" : "artist",
"uri" : "spotify:artist:6L3x3if9RVimruryD9LoFb"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/3hcs9uc56yIGFCSy9leWe7"
},
"followers" : {
"href" : null,
"total" : 135428
},
"genres" : [ ],
"href" : "https://api.spotify.com/v1/artists/3hcs9uc56yIGFCSy9leWe7",
"id" : "3hcs9uc56yIGFCSy9leWe7",
"images" : [ {
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"url" : "https://i.scdn.co/image/8ec7486ace06996b8b9aa08228dd10a37153d139",
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}, {
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"url" : "https://i.scdn.co/image/869b4ae8e7fc253adc96fea5b9c75a27fc1ac498",
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"url" : "https://i.scdn.co/image/47b22dcf9cbcf53a6a1d842044bade9390e36b8a",
"width" : 64
} ],
"name" : "Lil Durk",
"popularity" : 60,
"type" : "artist",
"uri" : "spotify:artist:3hcs9uc56yIGFCSy9leWe7"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/3ciRvbBIVz9fBoPbtSYq4x"
},
"followers" : {
"href" : null,
"total" : 17237
},
"genres" : [ ],
"href" : "https://api.spotify.com/v1/artists/3ciRvbBIVz9fBoPbtSYq4x",
"id" : "3ciRvbBIVz9fBoPbtSYq4x",
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"url" : "https://i.scdn.co/image/7a9ccdaebabf83f763af6664d5d483c57332bc08",
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}, {
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"url" : "https://i.scdn.co/image/e74083480033e85373d3deb546f16d8beedeccb3",
"width" : 64
} ],
"name" : "Lil Jon & The East Side Boyz",
"popularity" : 60,
"type" : "artist",
"uri" : "spotify:artist:3ciRvbBIVz9fBoPbtSYq4x"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/4uSN8Y3kgFNVULUWsZEAVW"
},
"followers" : {
"href" : null,
"total" : 44804
},
"genres" : [ ],
"href" : "https://api.spotify.com/v1/artists/4uSN8Y3kgFNVULUWsZEAVW",
"id" : "4uSN8Y3kgFNVULUWsZEAVW",
"images" : [ {
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"url" : "https://i.scdn.co/image/07c75abe717a9b704083ef38c4446abbff10fda5",
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}, {
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"width" : 200
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"url" : "https://i.scdn.co/image/efba595d34603b014b125d65f7851103185158b4",
"width" : 64
} ],
"name" : "Lil Bibby",
"popularity" : 54,
"type" : "artist",
"uri" : "spotify:artist:4uSN8Y3kgFNVULUWsZEAVW"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/5QdEbQJ3ylBnc3gsIASAT5"
},
"followers" : {
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"total" : 52553
},
"genres" : [ ],
"href" : "https://api.spotify.com/v1/artists/5QdEbQJ3ylBnc3gsIASAT5",
"id" : "5QdEbQJ3ylBnc3gsIASAT5",
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"url" : "https://i.scdn.co/image/37fcc09778ba8159adaa1bb74556ed31a3662b7f",
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"url" : "https://i.scdn.co/image/15cc3698c7249206797a0b77d94b96e21390310e",
"width" : 64
} ],
"name" : "G Herbo",
"popularity" : 53,
"type" : "artist",
"uri" : "spotify:artist:5QdEbQJ3ylBnc3gsIASAT5"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/7B7TGqQe7QTVm2U6q8jzk1"
},
"followers" : {
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"total" : 36195
},
"genres" : [ "chicano rap", "latin hip hop" ],
"href" : "https://api.spotify.com/v1/artists/7B7TGqQe7QTVm2U6q8jzk1",
"id" : "7B7TGqQe7QTVm2U6q8jzk1",
"images" : [ {
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"url" : "https://i.scdn.co/image/7b37dc3ed21b4236502d24a897ac02aa4eb9f183",
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} ],
"name" : "Lil Rob",
"popularity" : 50,
"type" : "artist",
"uri" : "spotify:artist:7B7TGqQe7QTVm2U6q8jzk1"
}, {
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"spotify" : "https://open.spotify.com/artist/1bPxKZtCdjB1aj1csBJpdS"
},
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},
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"href" : "https://api.spotify.com/v1/artists/1bPxKZtCdjB1aj1csBJpdS",
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} ],
"name" : "Lil Reese",
"popularity" : 50,
"type" : "artist",
"uri" : "spotify:artist:1bPxKZtCdjB1aj1csBJpdS"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/7352aRY2mqSxBZwzUb6LmA"
},
"followers" : {
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},
"genres" : [ "hip pop", "pop rap" ],
"href" : "https://api.spotify.com/v1/artists/7352aRY2mqSxBZwzUb6LmA",
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} ],
"name" : "Bow Wow",
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"type" : "artist",
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}, {
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},
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"type" : "artist",
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"type" : "artist",
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}, {
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},
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},
"genres" : [ "juggalo" ],
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} ],
"name" : "Lil Wyte",
"popularity" : 50,
"type" : "artist",
"uri" : "spotify:artist:21O7WwRkik43ErKppxDKJq"
}, {
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},
"followers" : {
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},
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} ],
"name" : "Lil Blood",
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"type" : "artist",
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}, {
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}, {
"height" : 300,
"url" : "https://i.scdn.co/image/923c54f357bb8fbba8623cadb9f4194e90de760c",
"width" : 300
}, {
"height" : 64,
"url" : "https://i.scdn.co/image/85d4cf1f11ec3ba3481a9414fbb5dc5801abe086",
"width" : 64
} ],
"name" : "Lil Yase",
"popularity" : 34,
"type" : "artist",
"uri" : "spotify:artist:4vIlHBnzWKbmWe8ZOkT1ZT"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/1cEHxCgGlEgqBc91YOcAEQ"
},
"followers" : {
"href" : null,
"total" : 16401
},
"genres" : [ ],
"href" : "https://api.spotify.com/v1/artists/1cEHxCgGlEgqBc91YOcAEQ",
"id" : "1cEHxCgGlEgqBc91YOcAEQ",
"images" : [ {
"height" : 640,
"url" : "https://i.scdn.co/image/a7969adf46dff0c450120388bef4e760e2443a66",
"width" : 640
}, {
"height" : 300,
"url" : "https://i.scdn.co/image/9f155a53e2c7be92a0846befc94162e84a5e02b9",
"width" : 300
}, {
"height" : 64,
"url" : "https://i.scdn.co/image/7b434e7ce5acc91a1f1df22a4af376281e98dbbe",
"width" : 64
} ],
"name" : "Lil Mouse",
"popularity" : 35,
"type" : "artist",
"uri" : "spotify:artist:1cEHxCgGlEgqBc91YOcAEQ"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/5HPsVk1MblCoa44WLJsQwN"
},
"followers" : {
"href" : null,
"total" : 5949
},
"genres" : [ "freestyle" ],
"href" : "https://api.spotify.com/v1/artists/5HPsVk1MblCoa44WLJsQwN",
"id" : "5HPsVk1MblCoa44WLJsQwN",
"images" : [ {
"height" : 482,
"url" : "https://i.scdn.co/image/9e2c6bb7420bdfe0675255200e6a90fbe6744514",
"width" : 720
}, {
"height" : 428,
"url" : "https://i.scdn.co/image/861aeb62673db5c88a4938462051496d54a88e14",
"width" : 639
}, {
"height" : 134,
"url" : "https://i.scdn.co/image/3bcf3420690356d33c72e6d699a6e087a2f287d4",
"width" : 200
}, {
"height" : 43,
"url" : "https://i.scdn.co/image/b807785791281b511ee7e545825f5508648914b0",
"width" : 64
} ],
"name" : "Lil Suzy",
"popularity" : 34,
"type" : "artist",
"uri" : "spotify:artist:5HPsVk1MblCoa44WLJsQwN"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/5CY0QKsbUBpQJIE2yycsYi"
},
"followers" : {
"href" : null,
"total" : 1642
},
"genres" : [ ],
"href" : "https://api.spotify.com/v1/artists/5CY0QKsbUBpQJIE2yycsYi",
"id" : "5CY0QKsbUBpQJIE2yycsYi",
"images" : [ {
"height" : 640,
"url" : "https://i.scdn.co/image/a1ab38ca89a4640ba1306c5f2ade50750194e5d9",
"width" : 640
}, {
"height" : 300,
"url" : "https://i.scdn.co/image/5ba8136190e12f51a128855f107afcfd446e63bd",
"width" : 300
}, {
"height" : 64,
"url" : "https://i.scdn.co/image/b2c57e0ba16bb50a92e84a1776bc6a324d858c2c",
"width" : 64
} ],
"name" : "Lil Eddie",
"popularity" : 41,
"type" : "artist",
"uri" : "spotify:artist:5CY0QKsbUBpQJIE2yycsYi"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/4IFVaKBbEO8Qkurg6nmoc4"
},
"followers" : {
"href" : null,
"total" : 3307
},
"genres" : [ ],
"href" : "https://api.spotify.com/v1/artists/4IFVaKBbEO8Qkurg6nmoc4",
"id" : "4IFVaKBbEO8Qkurg6nmoc4",
"images" : [ {
"height" : 640,
"url" : "https://i.scdn.co/image/a71e6d63cee27fbf8d35783319f27517544729a6",
"width" : 640
}, {
"height" : 300,
"url" : "https://i.scdn.co/image/6872135b1c7727339bc927f76b6502e7b0626bb4",
"width" : 300
}, {
"height" : 64,
"url" : "https://i.scdn.co/image/b9704a6bad87cf9e221824ac02f09dc8569c5fc6",
"width" : 64
} ],
"name" : "Lil Rue",
"popularity" : 34,
"type" : "artist",
"uri" : "spotify:artist:4IFVaKBbEO8Qkurg6nmoc4"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/38XiDu0kK3Z5jdHUDqBzNT"
},
"followers" : {
"href" : null,
"total" : 1698
},
"genres" : [ ],
"href" : "https://api.spotify.com/v1/artists/38XiDu0kK3Z5jdHUDqBzNT",
"id" : "38XiDu0kK3Z5jdHUDqBzNT",
"images" : [ {
"height" : 640,
"url" : "https://i.scdn.co/image/63f06a92ecd7974e1360c1fbf318285b52208594",
"width" : 640
}, {
"height" : 300,
"url" : "https://i.scdn.co/image/2cc112871d0755a7b08c8640d77c027dbe2fefff",
"width" : 300
}, {
"height" : 64,
"url" : "https://i.scdn.co/image/37245d0c87fc06fd2ed5aab80207c2a70b688e9d",
"width" : 64
} ],
"name" : "Lil Kesh",
"popularity" : 39,
"type" : "artist",
"uri" : "spotify:artist:38XiDu0kK3Z5jdHUDqBzNT"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/65npPa1U4cgobX9wU7Jgpb"
},
"followers" : {
"href" : null,
"total" : 12921
},
"genres" : [ ],
"href" : "https://api.spotify.com/v1/artists/65npPa1U4cgobX9wU7Jgpb",
"id" : "65npPa1U4cgobX9wU7Jgpb",
"images" : [ {
"height" : 640,
"url" : "https://i.scdn.co/image/97bfe3f9251d35d9a358d8e937d3a6365c7a674a",
"width" : 640
}, {
"height" : 300,
"url" : "https://i.scdn.co/image/201eee225cd733022b0e78f6fbfe04861d898a84",
"width" : 300
}, {
"height" : 64,
"url" : "https://i.scdn.co/image/80f03593b486eb3b70f9c035097d669e7704c328",
"width" : 64
} ],
"name" : "Lil Wayne, DJ Drama",
"popularity" : 35,
"type" : "artist",
"uri" : "spotify:artist:65npPa1U4cgobX9wU7Jgpb"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/69swdLSkKxCQBMYJ55O2mA"
},
"followers" : {
"href" : null,
"total" : 1714
},
"genres" : [ ],
"href" : "https://api.spotify.com/v1/artists/69swdLSkKxCQBMYJ55O2mA",
"id" : "69swdLSkKxCQBMYJ55O2mA",
"images" : [ {
"height" : 300,
"url" : "https://i.scdn.co/image/0b0c4aa534c6203577fd01f13a00807e4635851c",
"width" : 200
}, {
"height" : 96,
"url" : "https://i.scdn.co/image/ddef4f63a39e9007bef9adab285e7c51ce345848",
"width" : 64
} ],
"name" : "Lil C",
"popularity" : 33,
"type" : "artist",
"uri" : "spotify:artist:69swdLSkKxCQBMYJ55O2mA"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/1qKzKUnuQsjB83hBZffoq0"
},
"followers" : {
"href" : null,
"total" : 1841
},
"genres" : [ "soca" ],
"href" : "https://api.spotify.com/v1/artists/1qKzKUnuQsjB83hBZffoq0",
"id" : "1qKzKUnuQsjB83hBZffoq0",
"images" : [ {
"height" : 640,
"url" : "https://i.scdn.co/image/4008de208a4462c926c09d5d341638abaa734d9d",
"width" : 640
}, {
"height" : 300,
"url" : "https://i.scdn.co/image/bd35dfb47d9719d7c94d185b55364a63d9a6e37d",
"width" : 300
}, {
"height" : 64,
"url" : "https://i.scdn.co/image/5d11e2608b6c526ae1bc76a09b0357ac3d802bfe",
"width" : 64
} ],
"name" : "Lil Rick",
"popularity" : 39,
"type" : "artist",
"uri" : "spotify:artist:1qKzKUnuQsjB83hBZffoq0"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/0zn6yzsbWj3EPMgOTqfG5k"
},
"followers" : {
"href" : null,
"total" : 143
},
"genres" : [ ],
"href" : "https://api.spotify.com/v1/artists/0zn6yzsbWj3EPMgOTqfG5k",
"id" : "0zn6yzsbWj3EPMgOTqfG5k",
"images" : [ {
"height" : 640,
"url" : "https://i.scdn.co/image/7f1e95502340fcce80809621ec243f1d16e9dc5a",
"width" : 640
}, {
"height" : 300,
"url" : "https://i.scdn.co/image/3a5b2e7b412e6fbe4057aa0f7681b92be4b7242f",
"width" : 300
}, {
"height" : 64,
"url" : "https://i.scdn.co/image/de3ef5c9061d87fc8908cebd18d0ae8f5243bc4b",
"width" : 64
} ],
"name" : "Lil E",
"popularity" : 34,
"type" : "artist",
"uri" : "spotify:artist:0zn6yzsbWj3EPMgOTqfG5k"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/3GH3KD2078kLPpEkN1UN26"
},
"followers" : {
"href" : null,
"total" : 1440
},
"genres" : [ ],
"href" : "https://api.spotify.com/v1/artists/3GH3KD2078kLPpEkN1UN26",
"id" : "3GH3KD2078kLPpEkN1UN26",
"images" : [ {
"height" : 640,
"url" : "https://i.scdn.co/image/076a261d997d38ebbb55041a67bd4e00d960ce7e",
"width" : 640
}, {
"height" : 300,
"url" : "https://i.scdn.co/image/fbfc9a3a04437bba987ff1c2f4f38358b809b155",
"width" : 300
}, {
"height" : 64,
"url" : "https://i.scdn.co/image/0b3c65e61d127766aa052b33bcddd796d06d0f28",
"width" : 64
} ],
"name" : "Lil June",
"popularity" : 32,
"type" : "artist",
"uri" : "spotify:artist:3GH3KD2078kLPpEkN1UN26"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/6JUnsP7jmvYmdhbg7lTMQj"
},
"followers" : {
"href" : null,
"total" : 113
},
"genres" : [ ],
"href" : "https://api.spotify.com/v1/artists/6JUnsP7jmvYmdhbg7lTMQj",
"id" : "6JUnsP7jmvYmdhbg7lTMQj",
"images" : [ ],
"name" : "Lil Fate",
"popularity" : 34,
"type" : "artist",
"uri" : "spotify:artist:6JUnsP7jmvYmdhbg7lTMQj"
}, {
"external_urls" : {
"spotify" : "https://open.spotify.com/artist/4Q5sPmM8j4SpMqL4UA1DtS"
},
"followers" : {
"href" : null,
"total" : 20100
},
"genres" : [ "crunk", "dirty south rap" ],
"href" : "https://api.spotify.com/v1/artists/4Q5sPmM8j4SpMqL4UA1DtS",
"id" : "4Q5sPmM8j4SpMqL4UA1DtS",
"images" : [ {
"height" : 810,
"url" : "https://i.scdn.co/image/3767913038db1bbb8e971a3f93b4eb2c86b402c1",
"width" : 1000
}, {
"height" : 519,
"url" : "https://i.scdn.co/image/dcc17914d52f5194f21ed73c2272701f940be220",
"width" : 640
}, {
"height" : 162,
"url" : "https://i.scdn.co/image/a645742d2b72d97d0abeb35eb880439f11013b1d",
"width" : 200
}, {
"height" : 52,
"url" : "https://i.scdn.co/image/d2f390e207477cdd0e2229429593f7dd99f08e54",
"width" : 64
} ],
"name" : "Lil' Flip",
"popularity" : 50,
"type" : "artist",
"uri" : "spotify:artist:4Q5sPmM8j4SpMqL4UA1DtS"
} ],
"limit" : 50,
"next" : "https://api.spotify.com/v1/search?query=lil&offset=50&limit=50&type=artist&market=US",
"offset" : 0,
"previous" : null,
"total" : 4523
}
}
In [13]:
lil_artists = data['artists']['items']
In [14]:
#Aggregation Problem
all_genres = [ ]
for artist in lil_artists:
all_genres = all_genres + artist['genres']
#unique list is called a set
unique_genres = set(all_genres)
for genre in unique_genres:
genre_count = all_genres.count(genre)
print(genre, "shows up", genre_count, "times")
dirty south rap shows up 4 times
crunk shows up 3 times
pop rap shows up 2 times
juggalo shows up 1 times
deep trap shows up 1 times
southern hip hop shows up 3 times
chicano rap shows up 3 times
latin hip hop shows up 1 times
hip pop shows up 3 times
jerk shows up 1 times
freestyle shows up 1 times
soca shows up 1 times
trap music shows up 2 times
In [15]:
#collections
import collections
counts = collections.Counter(all_genres)
counts.most_common(4)
Out[15]:
[('dirty south rap', 4),
('crunk', 3),
('southern hip hop', 3),
('chicano rap', 3)]
In [16]:
for artist in lil_artists:
print(artist['name'], artist['popularity'])
genres = ", ".join(artist['genres'])
if len(artist['genres']) == 0:
print("No genres listed")
else:
print("Genre list:", genres)
Lil Wayne 86
Genre list: dirty south rap, pop rap, southern hip hop, trap music
Lil Yachty 73
No genres listed
Lil Uzi Vert 74
No genres listed
Lil Dicky 69
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
Bow Wow 57
Genre list: hip pop, pop rap
Lil Keke 48
No genres listed
Lil Scrappy 50
Genre list: crunk, dirty south rap, southern hip hop, trap music
Lil Wyte 50
Genre list: juggalo
Lil Blood 46
No genres listed
Lil Snupe 45
No genres listed
Lil Mama 45
Genre list: hip pop
Lil Boom 46
No genres listed
Lil B 44
No genres listed
Lil' Kim 62
Genre list: hip pop
Lil Cuete 40
Genre list: chicano rap
Lil Phat 40
No genres listed
Lil Debbie 43
No genres listed
Lil Twist 40
Genre list: jerk
Lil Trill 37
Genre list: deep trap
Lil Goofy 36
No genres listed
Lil Lonnie 37
No genres listed
Lil AJ 37
No genres listed
Lil Haiti 37
No genres listed
Lil Cray 36
No genres listed
Lil Twon 36
No genres listed
Mr. Lil One 36
Genre list: chicano rap
Lil Silva 43
No genres listed
Lil Flash 38
No genres listed
Lil Yase 34
No genres listed
Lil Mouse 35
No genres listed
Lil Suzy 34
Genre list: freestyle
Lil Eddie 41
No genres listed
Lil Rue 34
No genres listed
Lil Kesh 39
No genres listed
Lil Wayne, DJ Drama 35
No genres listed
Lil C 33
No genres listed
Lil Rick 39
Genre list: soca
Lil E 34
No genres listed
Lil June 32
No genres listed
Lil Fate 34
No genres listed
Lil' Flip 50
Genre list: crunk, dirty south rap
In [17]:
most_popular_name = " "
most_popular_score = 0
for artist in lil_artists:
if artist['popularity'] > most_popular_score and artist['name'] != 'Lil Wayne':
most_popular_name = artist['name']
most_popular_score = artist['popularity']
print(most_popular_name, most_popular_score)
Lil Uzi Vert 74
In [18]:
target_score = 72
#initial condition
#we have no one who is in our list yet
second_best-artists = [ ]
#Aggregation problem:
#when you're looping through a series of serious objects
#and sometimes you want to add one of those objects to a DIFFERENT list
for artist in artists:
print(artist['name'], "has a popularity of", artist['popularity'])
#CONDITIONAL
#when we want to add someone to our list
if artist ['popularity'] == 72:
print("The artist's popularity is 72")
#THE CHANGE
#add that artist to our list
#.append(newthing) is how we do that in python
second_best_artists.append(artist['name'])
print("OUR SECOND-BEST ARTISTS ARE:")
for artist in
File "<ipython-input-18-8bd8a09b0aae>", line 22
for artist in
^
SyntaxError: invalid syntax
In [19]:
for artist in lil_artists:
if artist['name'] == "Lil' Kim":
print(artist['popularity'])
else:
pass
62
In [20]:
lil_kim_pop = 62
more_pop_than_lil_kim = []
for artist in lil_artists:
if artist['popularity'] > lil_kim_pop:
print(artist['name'], "has a score of", artist['popularity'])
more_pop_than_lil_kim.append(artist['name'])
else:
pass
Lil Wayne has a score of 86
Lil Yachty has a score of 73
Lil Uzi Vert has a score of 74
Lil Dicky has a score of 69
Boosie Badazz has a score of 67
Lil Jon has a score of 72
In [21]:
for artist_name in more_pop_than_lil_kim:
print(artist_name)
Lil Wayne
Lil Yachty
Lil Uzi Vert
Lil Dicky
Boosie Badazz
Lil Jon
In [22]:
lilb_tracks = requests.get('https://api.spotify.com/v1/artists/4dqh62yIzDBmrMeBOLiP5F/top-tracks?country=US')
bowwow_tracks = requests.get('https://api.spotify.com/v1/artists/5einkgXXrjhfYCyac1FANB/top-tracks?country=US')
lilbdata = lilb_tracks.json()
bowwowdata = bowwow_tracks.json()
print(type(lilbdata))
<class 'dict'>
In [23]:
print(lilbdata['tracks'][0])
{'track_number': 1, 'album': {'href': 'https://api.spotify.com/v1/albums/2wPUNzXPyDLydH4excoPEV', 'type': 'album', 'external_urls': {'spotify': 'https://open.spotify.com/album/2wPUNzXPyDLydH4excoPEV'}, 'id': '2wPUNzXPyDLydH4excoPEV', 'images': [{'height': 640, 'width': 640, 'url': 'https://i.scdn.co/image/5fbeb835c159b8de635ef8f5c6cc002ce138aec2'}, {'height': 300, 'width': 300, 'url': 'https://i.scdn.co/image/3002b77643ae099b657a5eca5f99a79ca064b2f7'}, {'height': 64, 'width': 64, 'url': 'https://i.scdn.co/image/73507e320c68d9890524a15f2eca9390a9fec455'}], 'uri': 'spotify:album:2wPUNzXPyDLydH4excoPEV', 'album_type': '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'], 'name': 'Barbiie Girl'}, 'external_urls': {'spotify': 'https://open.spotify.com/track/41RG5qbh4HX334FUuK8Fu7'}, 'id': '41RG5qbh4HX334FUuK8Fu7', 'popularity': 22, 'uri': 'spotify:track:41RG5qbh4HX334FUuK8Fu7', 'explicit': True, 'name': 'Barbiie Girl Dirty', 'preview_url': 'https://p.scdn.co/mp3-preview/8a4e79e3919a86cd690c34790e9cc4dee9b8e0e7', 'href': 'https://api.spotify.com/v1/tracks/41RG5qbh4HX334FUuK8Fu7', 'type': 'track', 'external_ids': {'isrc': 'uscgh1015493'}, 'duration_ms': 189520, 'artists': [{'href': 'https://api.spotify.com/v1/artists/4dqh62yIzDBmrMeBOLiP5F', 'type': 'artist', 'external_urls': {'spotify': 'https://open.spotify.com/artist/4dqh62yIzDBmrMeBOLiP5F'}, 'id': '4dqh62yIzDBmrMeBOLiP5F', 'uri': 'spotify:artist:4dqh62yIzDBmrMeBOLiP5F', 'name': 'Lil B'}], 'disc_number': 1, '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']}
In [24]:
print("Lil B Top Tracks:")
for track in lilbdata['tracks']:
print(track['name'])
print("Bow Wow Top Tracks:")
for track in bowwowdata['tracks']:
print(track['name'])
Lil B Top Tracks:
Barbiie Girl Dirty
Gravy
Slab B***h
Lick It Off (Remix)
Lex Superior 2014
Ridin S.L.A.B.
One More Try (feat. J Phat)
Slab Bitch
Bow Wow Top Tracks:
No Problem
What U Gon' Do (feat. Lil Scrappy)
Money In The Bank - Remix feat. Young Buck
Wait (The Whisper Song) Remix
Keep It 1000
Damn - Remix
Like a Pimp - Remix
Head Bussa - feat. Lil Jon
Livin' In The Projects
Oh Yeah - Work feat. Sean P. of YoungBloodZ and E-40
In [25]:
#is a song explicit?
#find popularity for explicit songs
#average it
#find popularitiy for non-explicit songs
#average that
#compare
explicit_pop_lb = [ ]
clean_pop_lb = [ ]
for song in lilbdata['tracks']:
if song['explicit'] == True:
explicit_pop_lb.append(song['popularity'])
else:
clean_pop_lb.append(song['popularity'])
In [26]:
print("Average popularity of explicit Lil B tracks is", (sum(explicit_pop_lb))/(len(explicit_pop_lb)))
Average popularity of explicit Lil B tracks is 10.5
In [27]:
if len(clean_pop_lb) != 0:
print("Average popularity of clean Lil B tracks is", (sum(clean_pop_lb))/(len(clean_pop_lb)))
else:
print("There are no clean Lil B tracks.")
Average popularity of clean Lil B tracks is 8.5
In [28]:
explicit_pop_bw = [ ]
clean_pop_bw = [ ]
for song in bowwowdata['tracks']:
if song['explicit'] == True:
explicit_pop_bw.append(song['popularity'])
else:
clean_pop_bw.append(song['popularity'])
print("Average popularity of explicit Bow Wow tracks is", (sum(explicit_pop_bw))/(len(explicit_pop_bw)))
if len(clean_pop) != 0:
print("Average popularity of clean Bow Wow tracks is", (sum(clean_pop_bw))/(len(clean_pop_bw)))
else:
print("There are no clean Bow Wow tracks.")
Average popularity of explicit Bow Wow tracks is 41.285714285714285
---------------------------------------------------------------------------
NameError Traceback (most recent call last)
<ipython-input-28-d6c94c6da758> in <module>()
7 clean_pop_bw.append(song['popularity'])
8 print("Average popularity of explicit Bow Wow tracks is", (sum(explicit_pop_bw))/(len(explicit_pop_bw)))
----> 9 if len(clean_pop) != 0:
10 print("Average popularity of clean Bow Wow tracks is", (sum(clean_pop_bw))/(len(clean_pop_bw)))
11 else:
NameError: name 'clean_pop' is not defined
In [29]:
explicit_time_lb = [ ]
clean_time_lb = [ ]
for song in lilbdata['tracks']:
if song['explicit'] == True:
explicit_time_lb.append(song['duration_ms'])
else:
clean_time_lb.append(song['duration_ms'])
print("Lil B has", (sum(explicit_time_lb))/60000, "minutes of explicit top tracks and", (sum(clean_time_lb))/60000, "minutes of clean top tracks.")
Lil B has 19.5912 minutes of explicit top tracks and 7.654583333333333 minutes of clean top tracks.
In [30]:
explicit_time_bw = [ ]
clean_time_bw = [ ]
for song in bowwowdata['tracks']:
if song['explicit'] == True:
explicit_time_bw.append(song['duration_ms'])
else:
clean_time_bw.append(song['duration_ms'])
print("Bow Wow has", (sum(explicit_time_lb))/60000, "minutes of explicit top tracks and", (sum(clean_time_lb))/60000, "minutes of clean top tracks.")
Bow Wow has 19.5912 minutes of explicit top tracks and 7.654583333333333 minutes of clean top tracks.
In [31]:
lil_response = requests.get('https://api.spotify.com/v1/search?query=lil&type=artist&type=artist&market=US')
lil_data = lil_response.json()
print(lil_data.keys())
dict_keys(['artists'])
In [32]:
print(lil_data['artists']['total'])
4523
In [33]:
biggie_response = requests.get('https://api.spotify.com/v1/search?query=biggie&type=artist&type=artist&market=US')
biggie_data = biggie_response.json()
print(biggie_data['artists']['total'])
50
In [34]:
print("Info on the 'Lil's would take", (((lil_data['artists']['total'])*5)/60)/60, "hours to download information.")
print("Info on the 'Biggie's would take", ((biggie_data['artists']['total'])*5)/60, "minutes to download information.")
Info on the 'Lil's would take 6.281944444444445 hours to download information.
Info on the 'Biggie's would take 4.166666666666667 minutes to download information.
In [ ]:
#Ta-Stephan: Never did last problem.
Content source: kbennion/foundations-hw
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