diff --git a/album.go b/album.go
index 8c563bf..f810c59 100644
--- a/album.go
+++ b/album.go
@@ -86,7 +86,7 @@ type FullAlbum struct {
 	// The popularity of the album, represented as an integer between 0 and 100,
 	// with 100 being the most popular.  Popularity of an album is calculated
 	// from the popularity of the album's individual tracks.
-	Popularity  int               `json:"popularity"`
+	Popularity  Numeric           `json:"popularity"`
 	Tracks      SimpleTrackPage   `json:"tracks"`
 	ExternalIDs map[string]string `json:"external_ids"`
 }
diff --git a/artist.go b/artist.go
index 1987891..5eceff7 100644
--- a/artist.go
+++ b/artist.go
@@ -22,7 +22,7 @@ type FullArtist struct {
 	SimpleArtist
 	// The popularity of the artist, expressed as an integer between 0 and 100.
 	// The artist's popularity is calculated from the popularity of the artist's tracks.
-	Popularity int `json:"popularity"`
+	Popularity Numeric `json:"popularity"`
 	// A list of genres the artist is associated with.  For example, "Prog Rock"
 	// or "Post-Grunge".  If not yet classified, the slice is empty.
 	Genres    []string  `json:"genres"`
diff --git a/artist_test.go b/artist_test.go
index f1d4871..cf6537b 100644
--- a/artist_test.go
+++ b/artist_test.go
@@ -56,17 +56,17 @@ const albumsResponse = `
 		"href" : "https://api.spotify.com/v1/albums/1WXM7DYQRT7QX8AKBJRfK9",
 		"id" : "1WXM7DYQRT7QX8AKBJRfK9",
 		"images" : [ {
-			"height" : 640,
+			"height" : 640.0,
 			"url" : "https://i.scdn.co/image/590dbe5504d2898c120b942bee2b699404783896",
-			"width" : 640
+			"width" : 640.0
 			}, {
-			"height" : 300,
+			"height" : 300.0,
 			"url" : "https://i.scdn.co/image/9a4db24b1930e8683b4dfd19c7bd2a40672c6718",
-			"width" : 300
+			"width" : 300.0
 			}, {
-			"height" : 64,
+			"height" : 64.0,
 			"url" : "https://i.scdn.co/image/d5cfc167e03ed328ae7dfa9b56d3628d81b6831b",
-			"width" : 64
+			"width" : 64.0
 			} ],
 			"name" : "The Days / Nights",
 			"type" : "album",
@@ -136,6 +136,26 @@ func TestRelatedArtists(t *testing.T) {
 	}
 }
 
+func TestRelatedArtistsWithFloats(t *testing.T) {
+	client, server := testClientFile(http.StatusOK, "test_data/related_artists_with_floats.txt")
+	defer server.Close()
+
+	artists, err := client.GetRelatedArtists(context.Background(), ID("43ZHCT0cAZBISjO8DG9PnE"))
+	if err != nil {
+		t.Fatal(err)
+	}
+	if count := len(artists); count != 20 {
+		t.Fatalf("Got %d artists, wanted 20\n", count)
+	}
+	a2 := artists[2]
+	if a2.Name != "Carl Perkins" {
+		t.Error("Expected Carl Perkins, got ", a2.Name)
+	}
+	if a2.Popularity != 54 {
+		t.Errorf("Expected popularity 54, got %d\n", a2.Popularity)
+	}
+}
+
 func TestArtistAlbumsFiltered(t *testing.T) {
 	client, server := testClientString(http.StatusOK, albumsResponse)
 	defer server.Close()
diff --git a/audio_analysis.go b/audio_analysis.go
index 7c84d8c..ffe13e3 100644
--- a/audio_analysis.go
+++ b/audio_analysis.go
@@ -49,7 +49,7 @@ type Section struct {
 	KeyConfidence           float64 `json:"key_confidence"`
 	Mode                    Mode    `json:"mode"`
 	ModeConfidence          float64 `json:"mode_confidence"`
-	TimeSignature           int     `json:"time_signature"`
+	TimeSignature           Numeric `json:"time_signature"`
 	TimeSignatureConfidence float64 `json:"time_signature_confidence"`
 }
 
@@ -70,16 +70,16 @@ type AnalysisTrack struct {
 	NumSamples              int64   `json:"num_samples"`
 	Duration                float64 `json:"duration"`
 	SampleMD5               string  `json:"sample_md5"`
-	OffsetSeconds           int     `json:"offset_seconds"`
-	WindowSeconds           int     `json:"window_seconds"`
+	OffsetSeconds           Numeric `json:"offset_seconds"`
+	WindowSeconds           Numeric `json:"window_seconds"`
 	AnalysisSampleRate      int64   `json:"analysis_sample_rate"`
-	AnalysisChannels        int     `json:"analysis_channels"`
+	AnalysisChannels        Numeric `json:"analysis_channels"`
 	EndOfFadeIn             float64 `json:"end_of_fade_in"`
 	StartOfFadeOut          float64 `json:"start_of_fade_out"`
 	Loudness                float64 `json:"loudness"`
 	Tempo                   float64 `json:"tempo"`
 	TempoConfidence         float64 `json:"tempo_confidence"`
-	TimeSignature           int     `json:"time_signature"`
+	TimeSignature           Numeric `json:"time_signature"`
 	TimeSignatureConfidence float64 `json:"time_signature_confidence"`
 	Key                     Key     `json:"key"`
 	KeyConfidence           float64 `json:"key_confidence"`
diff --git a/audio_features.go b/audio_features.go
index 3154e69..df13802 100644
--- a/audio_features.go
+++ b/audio_features.go
@@ -23,7 +23,7 @@ type AudioFeatures struct {
 	// and 1.0 is most danceable.
 	Danceability float32 `json:"danceability"`
 	// The length of the track in milliseconds.
-	Duration int `json:"duration_ms"`
+	Duration Numeric `json:"duration_ms"`
 	// Energy is a measure from 0.0 to 1.0 and represents a perceptual measure
 	// of intensity and activity.  Typically, energetic tracks feel fast, loud,
 	// and noisy.
@@ -39,7 +39,7 @@ type AudioFeatures struct {
 	Instrumentalness float32 `json:"instrumentalness"`
 	// The key the track is in.  Integers map to pitches using standard Pitch Class notation
 	// (https://en.wikipedia.org/wiki/Pitch_class).
-	Key int `json:"key"`
+	Key Numeric `json:"key"`
 	// Detects the presence of an audience in the recording.  Higher liveness
 	// values represent an increased probability that the track was performed live.
 	// A value above 0.8 provides strong likelihood that the track is live.
@@ -49,7 +49,7 @@ type AudioFeatures struct {
 	// loudness of tracks.  Typical values range between -60 and 0 dB.
 	Loudness float32 `json:"loudness"`
 	// Mode indicates the modality (major or minor) of a track.
-	Mode int `json:"mode"`
+	Mode Numeric `json:"mode"`
 	// Detects the presence of spoken words in a track.  The more exclusively
 	// speech-like the recording, the closer to 1.0 the speechiness will be.
 	// Values above 0.66 describe tracks that are probably made entirely of
@@ -61,7 +61,7 @@ type AudioFeatures struct {
 	Tempo float32 `json:"tempo"`
 	// An estimated overall time signature of a track.  The time signature (meter)
 	// is a notational convention to specify how many beats are in each bar (or measure).
-	TimeSignature int `json:"time_signature"`
+	TimeSignature Numeric `json:"time_signature"`
 	// A link to the Web API endpoint providing full details of the track.
 	TrackURL string `json:"track_href"`
 	// The Spotify URI for the track.
diff --git a/cursor.go b/cursor.go
index 200f3ce..0d08ddc 100644
--- a/cursor.go
+++ b/cursor.go
@@ -20,11 +20,11 @@ type cursorPage struct {
 	Endpoint string `json:"href"`
 	// The maximum number of items returned, as set in the query
 	// (or default value if unset).
-	Limit int `json:"limit"`
+	Limit Numeric `json:"limit"`
 	// The URL to the next set of items.
 	Next string `json:"next"`
 	// The total number of items available to return.
-	Total int `json:"total"`
+	Total Numeric `json:"total"`
 	// The cursor used to find the next set of items.
 	Cursor Cursor `json:"cursors"`
 }
diff --git a/page.go b/page.go
index dbd5078..1e3ded2 100644
--- a/page.go
+++ b/page.go
@@ -23,12 +23,12 @@ type basePage struct {
 	Endpoint string `json:"href"`
 	// The maximum number of items in the response, as set
 	// in the query (or default value if unset).
-	Limit int `json:"limit"`
+	Limit Numeric `json:"limit"`
 	// The offset of the items returned, as set in the query
 	// (or default value if unset).
-	Offset int `json:"offset"`
+	Offset Numeric `json:"offset"`
 	// The total number of items available to return.
-	Total int `json:"total"`
+	Total Numeric `json:"total"`
 	// The URL to the next page of items (if available).
 	Next string `json:"next"`
 	// The URL to the previous page of items (if available).
diff --git a/page_test.go b/page_test.go
index bdaa75c..c9c1d53 100644
--- a/page_test.go
+++ b/page_test.go
@@ -55,7 +55,7 @@ func TestClient_NextPage(t *testing.T) {
 			assert.Equal(t, tt.ExpectedPath != "", wasCalled)
 			if tt.Err == nil {
 				assert.NoError(t, err)
-				assert.Equal(t, 100, tt.Input.Total) // value should be from original 600
+				assert.Equal(t, 100, int(tt.Input.Total)) // value should be from original 600
 			} else {
 				assert.EqualError(t, err, tt.Err.Error())
 			}
@@ -110,7 +110,7 @@ func TestClient_PreviousPage(t *testing.T) {
 			assert.Equal(t, tt.ExpectedPath != "", wasCalled)
 			if tt.Err == nil {
 				assert.NoError(t, err)
-				assert.Equal(t, 100, tt.Input.Total) // value should be from original 600
+				assert.Equal(t, 100, int(tt.Input.Total)) // value should be from original 600
 			} else {
 				assert.EqualError(t, err, tt.Err.Error())
 			}
diff --git a/player.go b/player.go
index 142e2da..34f11fc 100755
--- a/player.go
+++ b/player.go
@@ -24,7 +24,7 @@ type PlayerDevice struct {
 	// Type of device, such as "Computer", "Smartphone" or "Speaker".
 	Type string `json:"type"`
 	// Volume The current volume in percent.
-	Volume int `json:"volume_percent"`
+	Volume Numeric `json:"volume_percent"`
 }
 
 // PlayerState contains information about the current playback.
@@ -57,7 +57,7 @@ type CurrentlyPlaying struct {
 	// PlaybackContext current context
 	PlaybackContext PlaybackContext `json:"context"`
 	// Progress into the currently playing track.
-	Progress int `json:"progress_ms"`
+	Progress Numeric `json:"progress_ms"`
 	// Playing If something is currently playing.
 	Playing bool `json:"is_playing"`
 	// The currently playing track. Can be null.
@@ -110,7 +110,7 @@ type PlayOptions struct {
 	// Must be a positive number. Passing in a position that is greater
 	// than the length of the track will cause the player to start playing the next song.
 	// Defaults to 0, starting a track from the beginning.
-	PositionMs int `json:"position_ms,omitempty"`
+	PositionMs Numeric `json:"position_ms,omitempty"`
 }
 
 // RecentlyPlayedOptions describes options for the recently-played request. All
@@ -120,7 +120,7 @@ type PlayOptions struct {
 type RecentlyPlayedOptions struct {
 	// Limit is the maximum number of items to return. Must be no greater than
 	// fifty.
-	Limit int
+	Limit Numeric
 
 	// AfterEpochMs is a Unix epoch in milliseconds that describes a time after
 	// which to return songs.
diff --git a/playlist.go b/playlist.go
index c74c2b0..80c59bf 100644
--- a/playlist.go
+++ b/playlist.go
@@ -18,7 +18,7 @@ type PlaylistTracks struct {
 	// the playlist's tracks can be retrieved.
 	Endpoint string `json:"href"`
 	// The total number of tracks in the playlist.
-	Total uint `json:"total"`
+	Total Numeric `json:"total"`
 }
 
 // SimplePlaylist contains basic info about a Spotify playlist.
@@ -621,14 +621,14 @@ func (c *Client) UserFollowsPlaylist(ctx context.Context, playlistID ID, userIDs
 type PlaylistReorderOptions struct {
 	// The position of the first track to be reordered.
 	// This field is required.
-	RangeStart int `json:"range_start"`
+	RangeStart Numeric `json:"range_start"`
 	// The amount of tracks to be reordered.  This field is optional.  If
 	// you don't set it, the value 1 will be used.
-	RangeLength int `json:"range_length,omitempty"`
+	RangeLength Numeric `json:"range_length,omitempty"`
 	// The position where the tracks should be inserted.  To reorder the
 	// tracks to the end of the playlist, simply set this to the position
 	// after the last track.  This field is required.
-	InsertBefore int `json:"insert_before"`
+	InsertBefore Numeric `json:"insert_before"`
 	// The playlist's snapshot ID against which you wish to make the changes.
 	// This field is optional.
 	SnapshotID string `json:"snapshot_id,omitempty"`
diff --git a/recommendation.go b/recommendation.go
index a205bb0..f881c45 100644
--- a/recommendation.go
+++ b/recommendation.go
@@ -30,12 +30,12 @@ type Recommendations struct {
 // RecommendationSeed represents a recommendation seed after
 // being processed by the Spotify API
 type RecommendationSeed struct {
-	AfterFilteringSize int    `json:"afterFilteringSize"`
-	AfterRelinkingSize int    `json:"afterRelinkingSize"`
-	Endpoint           string `json:"href"`
-	ID                 ID     `json:"id"`
-	InitialPoolSize    int    `json:"initialPoolSize"`
-	Type               string `json:"type"`
+	AfterFilteringSize Numeric `json:"afterFilteringSize"`
+	AfterRelinkingSize Numeric `json:"afterRelinkingSize"`
+	Endpoint           string  `json:"href"`
+	ID                 ID      `json:"id"`
+	InitialPoolSize    Numeric `json:"initialPoolSize"`
+	Type               string  `json:"type"`
 }
 
 // MaxNumberOfSeeds allowed by Spotify for a recommendation request
diff --git a/show.go b/show.go
index 5c2bfd9..fb4a3f6 100644
--- a/show.go
+++ b/show.go
@@ -87,7 +87,7 @@ type EpisodePage struct {
 	Description string `json:"description"`
 
 	// The episode length in milliseconds.
-	Duration_ms int `json:"duration_ms"`
+	Duration_ms Numeric `json:"duration_ms"`
 
 	// Whether or not the episode has explicit content
 	// (true = yes it does; false = no it does not OR unknown).
@@ -147,7 +147,7 @@ type ResumePointObject struct {
 	FullyPlayed bool `json:"fully_played"`
 
 	// The user’s most recent position in the episode in milliseconds.
-	ResumePositionMs int `json:"resume_position_ms"`
+	ResumePositionMs Numeric `json:"resume_position_ms"`
 }
 
 // ReleaseDateTime converts the show's ReleaseDate to a time.TimeValue.
diff --git a/spotify.go b/spotify.go
index c61f75b..63851d6 100644
--- a/spotify.go
+++ b/spotify.go
@@ -102,11 +102,24 @@ func (id *ID) String() string {
 	return string(*id)
 }
 
+// Numeric is a convenience type for handling numbers sent as either integers or floats.
+type Numeric int
+
+// UnmarshalJSON unmarshals a JSON number (float or int) into the Numeric type.
+func (n *Numeric) UnmarshalJSON(data []byte) error {
+	var f float64
+	if err := json.Unmarshal(data, &f); err != nil {
+		return err
+	}
+	*n = Numeric(int(f))
+	return nil
+}
+
 // Followers contains information about the number of people following a
 // particular artist or playlist.
 type Followers struct {
 	// The total number of followers.
-	Count uint `json:"total"`
+	Count Numeric `json:"total"`
 	// A link to the Web API endpoint providing full details of the followers,
 	// or the empty string if this data is not available.
 	Endpoint string `json:"href"`
@@ -115,9 +128,9 @@ type Followers struct {
 // Image identifies an image associated with an item.
 type Image struct {
 	// The image height, in pixels.
-	Height int `json:"height"`
+	Height Numeric `json:"height"`
 	// The image width, in pixels.
-	Width int `json:"width"`
+	Width Numeric `json:"width"`
 	// The source URL of the image.
 	URL string `json:"url"`
 }
@@ -222,7 +235,7 @@ func (c *Client) execute(req *http.Request, result interface{}, needsStatus ...i
 				// If the context is cancelled, return the original error
 			case <-time.After(retryDuration(resp)):
 				continue
-                        }
+			}
 		}
 		if resp.StatusCode == http.StatusNoContent {
 			return nil
diff --git a/test_data/find_track_with_floats.txt b/test_data/find_track_with_floats.txt
new file mode 100644
index 0000000..0b4f0fc
--- /dev/null
+++ b/test_data/find_track_with_floats.txt
@@ -0,0 +1,64 @@
+{
+  "album" : {
+    "album_type" : "single",
+    "available_markets" : [ "AD", "AR", "AT", "AU", "BG", "BO", "BR", "CA", "CH", "CL", "CO", "CR", "CY", "CZ", "DE", "DO", "EC", "EE", "ES", "FI", "FR", "GR", "GT", "HK", "HN", "HU", "IE", "IT", "LI", "LT", "LV", "MC", "MT", "MX", "MY", "NI", "NO", "NZ", "PA", "PE", "PH", "PL", "PT", "PY", "RO", "SE", "SG", "SI", "SK", "SV", "TR", "TW", "UY" ],
+    "external_urls" : {
+      "spotify" : "https://open.spotify.com/album/3X33e7UII5loqrEgauOKEC"
+    },
+    "href" : "https://api.spotify.com/v1/albums/3X33e7UII5loqrEgauOKEC",
+    "id" : "3X33e7UII5loqrEgauOKEC",
+    "images" : [ {
+      "height" : 640.0,
+      "url" : "https://i.scdn.co/image/c171113a197828a6ee8017d1ede2e78c9a7df654",
+      "width" : 640.0
+    }, {
+      "height" : 300.0,
+      "url" : "https://i.scdn.co/image/de50cbd4f0e62be8d4ffd11c7d6f3c59d964bdb6",
+      "width" : 300.0
+    }, {
+      "height" : 64.0,
+      "url" : "https://i.scdn.co/image/5a18558e39d542ec9d71345daafe89d5862aa67a",
+      "width" : 64.0
+    } ],
+    "name" : "Timber",
+    "type" : "album",
+    "uri" : "spotify:album:3X33e7UII5loqrEgauOKEC"
+  },
+  "artists" : [ {
+    "external_urls" : {
+      "spotify" : "https://open.spotify.com/artist/0TnOYISbd1XYRBk9myaseg"
+    },
+    "href" : "https://api.spotify.com/v1/artists/0TnOYISbd1XYRBk9myaseg",
+    "id" : "0TnOYISbd1XYRBk9myaseg",
+    "name" : "Pitbull",
+    "type" : "artist",
+    "uri" : "spotify:artist:0TnOYISbd1XYRBk9myaseg"
+  }, {
+    "external_urls" : {
+      "spotify" : "https://open.spotify.com/artist/6LqNN22kT3074XbTVUrhzX"
+    },
+    "href" : "https://api.spotify.com/v1/artists/6LqNN22kT3074XbTVUrhzX",
+    "id" : "6LqNN22kT3074XbTVUrhzX",
+    "name" : "Ke$ha",
+    "type" : "artist",
+    "uri" : "spotify:artist:6LqNN22kT3074XbTVUrhzX"
+  } ],
+  "available_markets" : [ "AD", "AR", "AT", "AU", "BG", "BO", "BR", "CA", "CH", "CL", "CO", "CR", "CY", "CZ", "DE", "DO", "EC", "EE", "ES", "FI", "FR", "GR", "GT", "HK", "HN", "HU", "IE", "IT", "LI", "LT", "LV", "MC", "MT", "MX", "MY", "NI", "NO", "NZ", "PA", "PE", "PH", "PL", "PT", "PY", "RO", "SE", "SG", "SI", "SK", "SV", "TR", "TW", "UY" ],
+  "disc_number" : 1.0,
+  "duration_ms" : 204053.0,
+  "explicit" : false,
+  "external_ids" : {
+    "isrc" : "USRC11301695"
+  },
+  "external_urls" : {
+    "spotify" : "https://open.spotify.com/track/1zHlj4dQ8ZAtrayhuDDmkY"
+  },
+  "href" : "https://api.spotify.com/v1/tracks/1zHlj4dQ8ZAtrayhuDDmkY",
+  "id" : "1zHlj4dQ8ZAtrayhuDDmkY",
+  "name" : "Timber",
+  "popularity" : 85.0,
+  "preview_url" : "https://p.scdn.co/mp3-preview/18d0a45538122fbe33f22604d0e5608789c10ae4",
+  "track_number" : 1.0,
+  "type" : "track",
+  "uri" : "spotify:track:1zHlj4dQ8ZAtrayhuDDmkY"
+}
diff --git a/test_data/related_artists_with_floats.txt b/test_data/related_artists_with_floats.txt
new file mode 100644
index 0000000..0955b6a
--- /dev/null
+++ b/test_data/related_artists_with_floats.txt
@@ -0,0 +1,639 @@
+{
+  "artists" : [ {
+    "external_urls" : {
+      "spotify" : "https://open.spotify.com/artist/4ACplpEqD6JIVgKrafauzs"
+    },
+    "followers" : {
+      "href" : null,
+      "total" : 33920.0
+    },
+    "genres" : [ "brill building pop", "rock-and-roll", "rockabilly" ],
+    "href" : "https://api.spotify.com/v1/artists/4ACplpEqD6JIVgKrafauzs",
+    "id" : "4ACplpEqD6JIVgKrafauzs",
+    "images" : [ {
+      "height" : 1035.0,
+      "url" : "https://i.scdn.co/image/bf582c9e540c2f12771cfd032f592d31697cfae9",
+      "width" : 1000.0
+    }, {
+      "height" : 662.0,
+      "url" : "https://i.scdn.co/image/da7c23421146985b7e1583d3bc09ecba9f7ac5c6",
+      "width" : 640.0
+    }, {
+      "height" : 207.0,
+      "url" : "https://i.scdn.co/image/b430dbc0ed1d6926b9088440683d15270e5154cc",
+      "width" : 200.0
+    }, {
+      "height" : 66.0,
+      "url" : "https://i.scdn.co/image/985afca7544c6933b7e7ada2018c4ed0b4bba7a0",
+      "width" : 64.0
+    } ],
+    "name" : "The Everly Brothers",
+    "popularity" : 67.0,
+    "type" : "artist",
+    "uri" : "spotify:artist:4ACplpEqD6JIVgKrafauzs"
+  }, {
+    "external_urls" : {
+      "spotify" : "https://open.spotify.com/artist/5ZKMPRDHc7qElVJFh3uRqB"
+    },
+    "followers" : {
+      "href" : null,
+      "total" : 19340.0
+    },
+    "genres" : [ "rockabilly" ],
+    "href" : "https://api.spotify.com/v1/artists/5ZKMPRDHc7qElVJFh3uRqB",
+    "id" : "5ZKMPRDHc7qElVJFh3uRqB",
+    "images" : [ {
+      "height" : 997.0,
+      "url" : "https://i.scdn.co/image/beff5827580bcc4d129cbc0872768095eeba8c14",
+      "width" : 1000.0
+    }, {
+      "height" : 638.0,
+      "url" : "https://i.scdn.co/image/dbabf703779789917c4dd1c0e54da62c7a45ce92",
+      "width" : 640.0
+    }, {
+      "height" : 199.0,
+      "url" : "https://i.scdn.co/image/74761c343bec27c814b8e44e4bc095cbf1b674bb",
+      "width" : 200.0
+    }, {
+      "height" : 64.0,
+      "url" : "https://i.scdn.co/image/0c30af5647c74fee14fb97981c23b336abbc9f21",
+      "width" : 64.0
+    } ],
+    "name" : "Wanda Jackson",
+    "popularity" : 57.0,
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+    "href" : "https://api.spotify.com/v1/artists/6kACVPfCOnqzgfEF5ryl0x",
+    "id" : "6kACVPfCOnqzgfEF5ryl0x",
+    "images" : [ {
+      "height" : 745.0,
+      "url" : "https://i.scdn.co/image/48284d2fdb793dc003f48a3eae3a86183c16501b",
+      "width" : 1000.0
+    }, {
+      "height" : 477.0,
+      "url" : "https://i.scdn.co/image/cba6842c7bb9b42ba22bebce85213d6c090adb36",
+      "width" : 640.0
+    }, {
+      "height" : 149.0,
+      "url" : "https://i.scdn.co/image/c397e657a14f79b7fc5d918ede6afba5698773e2",
+      "width" : 200.0
+    }, {
+      "height" : 48.0,
+      "url" : "https://i.scdn.co/image/63e350b46a04447ea63400959d808360559da740",
+      "width" : 64.0
+    } ],
+    "name" : "Johnny Cash",
+    "popularity" : 94.0,
+    "type" : "artist",
+    "uri" : "spotify:artist:6kACVPfCOnqzgfEF5ryl0x"
+  }, {
+    "external_urls" : {
+      "spotify" : "https://open.spotify.com/artist/6CXezToiGS8K6jr9kr8Muv"
+    },
+    "followers" : {
+      "href" : null,
+      "total" : 1631.0
+    },
+    "genres" : [ ],
+    "href" : "https://api.spotify.com/v1/artists/6CXezToiGS8K6jr9kr8Muv",
+    "id" : "6CXezToiGS8K6jr9kr8Muv",
+    "images" : [ {
+      "height" : 640.0,
+      "url" : "https://i.scdn.co/image/9ff876b717e2abd9f7de4d6cdba124328acb0e26",
+      "width" : 640.0
+    }, {
+      "height" : 300.0,
+      "url" : "https://i.scdn.co/image/3d59300a202f7513f22f467456ea5abce5ac1247",
+      "width" : 300.0
+    }, {
+      "height" : 64.0,
+      "url" : "https://i.scdn.co/image/ee70c0a4193f80c8d749c1b9ee3af302f52da991",
+      "width" : 64.0
+    } ],
+    "name" : "The Jordanaires",
+    "popularity" : 57.0,
+    "type" : "artist",
+    "uri" : "spotify:artist:6CXezToiGS8K6jr9kr8Muv"
+  }, {
+    "external_urls" : {
+      "spotify" : "https://open.spotify.com/artist/293zczrfYafIItmnmM3coR"
+    },
+    "followers" : {
+      "href" : null,
+      "total" : 109722.0
+    },
+    "genres" : [ "rock-and-roll", "rockabilly" ],
+    "href" : "https://api.spotify.com/v1/artists/293zczrfYafIItmnmM3coR",
+    "id" : "293zczrfYafIItmnmM3coR",
+    "images" : [ {
+      "height" : 1198.0,
+      "url" : "https://i.scdn.co/image/806ae8389df74bb2f8df1adf64c67c0e6dc76048",
+      "width" : 1000.0
+    }, {
+      "height" : 766.0,
+      "url" : "https://i.scdn.co/image/f07a0dc93bde1aa294355c26b2a75edaa274c8f8",
+      "width" : 640.0
+    }, {
+      "height" : 240.0,
+      "url" : "https://i.scdn.co/image/c5d23d159328aa908baaeeff6fa4855cf8519999",
+      "width" : 200.0
+    }, {
+      "height" : 77.0,
+      "url" : "https://i.scdn.co/image/98006c221cbcc29bc9746757e69fa896fd0a5640",
+      "width" : 64.0
+    } ],
+    "name" : "Chuck Berry",
+    "popularity" : 74.0,
+    "type" : "artist",
+    "uri" : "spotify:artist:293zczrfYafIItmnmM3coR"
+  }, {
+    "external_urls" : {
+      "spotify" : "https://open.spotify.com/artist/0JDkhL4rjiPNEp92jAgJnS"
+    },
+    "followers" : {
+      "href" : null,
+      "total" : 95801.0
+    },
+    "genres" : [ "brill building pop", "rock-and-roll", "rockabilly" ],
+    "href" : "https://api.spotify.com/v1/artists/0JDkhL4rjiPNEp92jAgJnS",
+    "id" : "0JDkhL4rjiPNEp92jAgJnS",
+    "images" : [ {
+      "height" : 1375.0,
+      "url" : "https://i.scdn.co/image/da71623df844c01e6af2a6e770f3873950264183",
+      "width" : 1000.0
+    }, {
+      "height" : 880.0,
+      "url" : "https://i.scdn.co/image/8d084d83df7b70b909a0a5c9fd797eb6c4ce6f23",
+      "width" : 640.0
+    }, {
+      "height" : 275.0,
+      "url" : "https://i.scdn.co/image/f819fd632518ed76337a76d6b5b26fe77abbe8ec",
+      "width" : 200.0
+    }, {
+      "height" : 88.0,
+      "url" : "https://i.scdn.co/image/b0cfbd6573f3402378d004a5afa0ac4ac629e808",
+      "width" : 64.0
+    } ],
+    "name" : "Roy Orbison",
+    "popularity" : 73.0,
+    "type" : "artist",
+    "uri" : "spotify:artist:0JDkhL4rjiPNEp92jAgJnS"
+  } ]
+}
diff --git a/track.go b/track.go
index b265ad2..45b9e70 100644
--- a/track.go
+++ b/track.go
@@ -16,15 +16,15 @@ type TrackExternalIDs struct {
 
 // SimpleTrack contains basic info about a track.
 type SimpleTrack struct {
-	Album SimpleAlbum `json:"album"`
+	Album   SimpleAlbum    `json:"album"`
 	Artists []SimpleArtist `json:"artists"`
 	// A list of the countries in which the track can be played,
 	// identified by their ISO 3166-1 alpha-2 codes.
 	AvailableMarkets []string `json:"available_markets"`
 	// The disc number (usually 1 unless the album consists of more than one disc).
-	DiscNumber int `json:"disc_number"`
+	DiscNumber Numeric `json:"disc_number"`
 	// The length of the track, in milliseconds.
-	Duration int `json:"duration_ms"`
+	Duration Numeric `json:"duration_ms"`
 	// Whether or not the track has explicit lyrics.
 	// true => yes, it does; false => no, it does not.
 	Explicit bool `json:"explicit"`
@@ -41,8 +41,8 @@ type SimpleTrack struct {
 	// The number of the track.  If an album has several
 	// discs, the track number is the number on the specified
 	// DiscNumber.
-	TrackNumber int `json:"track_number"`
-	URI         URI `json:"uri"`
+	TrackNumber Numeric `json:"track_number"`
+	URI         URI     `json:"uri"`
 	// Type of the track
 	Type string `json:"type"`
 }
@@ -80,7 +80,7 @@ type FullTrack struct {
 	// Popularity of the track.  The value will be between 0 and 100,
 	// with 100 being the most popular.  The popularity is calculated from
 	// both total plays and most recent plays.
-	Popularity int `json:"popularity"`
+	Popularity Numeric `json:"popularity"`
 
 	// IsPlayable defines if the track is playable. It's reported when the "market" parameter is passed to the tracks
 	// listing API.
diff --git a/track_test.go b/track_test.go
index f45a07d..6ef489b 100644
--- a/track_test.go
+++ b/track_test.go
@@ -20,6 +20,20 @@ func TestFindTrack(t *testing.T) {
 	}
 }
 
+func TestFindTrackWithFloats(t *testing.T) {
+	client, server := testClientFile(http.StatusOK, "test_data/find_track_with_floats.txt")
+	defer server.Close()
+
+	track, err := client.GetTrack(context.Background(), "1zHlj4dQ8ZAtrayhuDDmkY")
+	if err != nil {
+		t.Error(err)
+		return
+	}
+	if track.Name != "Timber" {
+		t.Errorf("Wanted track Timer, got %s\n", track.Name)
+	}
+}
+
 func TestFindTracksSimple(t *testing.T) {
 	client, server := testClientFile(http.StatusOK, "test_data/find_tracks_simple.txt")
 	defer server.Close()
diff --git a/user_test.go b/user_test.go
index 6b40b9f..acc1eb5 100644
--- a/user_test.go
+++ b/user_test.go
@@ -209,7 +209,7 @@ func TestCurrentUsersTracks(t *testing.T) {
 		t.Errorf("Expect 3 results, got %d\n", tracks.Total)
 		return
 	}
-	if len(tracks.Tracks) != tracks.Total {
+	if len(tracks.Tracks) != int(tracks.Total) {
 		t.Error("Didn't get expected number of results")
 		return
 	}
@@ -239,7 +239,7 @@ func TestCurrentUsersAlbums(t *testing.T) {
 		t.Errorf("Expect 2 results, got %d\n", albums.Total)
 		return
 	}
-	if len(albums.Albums) != albums.Total {
+	if len(albums.Albums) != int(albums.Total) {
 		t.Error("Didn't get expected number of results")
 		return
 	}
@@ -281,7 +281,7 @@ func TestCurrentUsersPlaylists(t *testing.T) {
 		Name        string
 		Description string
 		Public      bool
-		TrackCount  uint
+		TrackCount  int
 	}{
 		{"Core", "", true, 3},
 		{"Black/Atmo/Prog ?", "This is kinda fuzzy", true, 10},
@@ -300,7 +300,7 @@ func TestCurrentUsersPlaylists(t *testing.T) {
 		if p.IsPublic != tests[i].Public {
 			t.Errorf("Expected public to be %#v, got %#v\n", tests[i].Public, p.IsPublic)
 		}
-		if p.Tracks.Total != tests[i].TrackCount {
+		if int(p.Tracks.Total) != tests[i].TrackCount {
 			t.Errorf("Expected %d tracks, got %d\n", tests[i].TrackCount, p.Tracks.Total)
 		}
 	}
@@ -356,7 +356,7 @@ func TestUsersFollowedArtists(t *testing.T) {
 		t.Fatal(err)
 	}
 	exp := 20
-	if artists.Limit != exp {
+	if int(artists.Limit) != exp {
 		t.Errorf("Expected limit %d, got %d\n", exp, artists.Limit)
 	}
 	if a := artists.Cursor.After; a != "0aV6DOiouImYTqrR5YlIqx" {
@@ -402,7 +402,7 @@ func TestCurrentUsersTopArtists(t *testing.T) {
 		t.Errorf("Expected total 10, got %d\n", artists.Total)
 		return
 	}
-	if len(artists.Artists) != artists.Total {
+	if len(artists.Artists) != int(artists.Total) {
 		t.Error("Didn't get expected number of results")
 		return
 	}
@@ -435,7 +435,7 @@ func TestCurrentUsersTopTracks(t *testing.T) {
 		t.Errorf("Expected total 380, got %d\n", tracks.Total)
 		return
 	}
-	if len(tracks.Tracks) != tracks.Limit {
+	if len(tracks.Tracks) != int(tracks.Limit) {
 		t.Errorf("Didn't get expected number of results")
 		return
 	}