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Get Recommendations

Recommendations are generated based on the available information for a given seed entity and matched against similar artists and tracks. If there is sufficient information about the provided seeds, a list of tracks will be returned together with pool size details.

For artists and tracks that are very new or obscure there might not be enough data to generate a list of tracks.

Options

Limit (*)
The target size of the list of recommended tracks. For seeds with unusually small pools or when highly restrictive filtering is applied, it may be impossible to generate the requested number of recommended tracks. Debugging information for such cases is available in the response. Default: 20. Minimum: 1. Maximum: 100.
Market (*)
An ISO 3166-1 alpha-2 country code. If a country code is specified, only content that is available in that market will be returned.
If a valid user access token is specified in the request header, the country associated with the user account will take priority over this parameter.
Note: If neither market or user country are provided, the content is considered unavailable for the client.
Users can view the country that is associated with their account in the account settings.
Seed Artists (*)
A comma separated list of Spotify IDs for seed artists. Up to 5 seed values may be provided in any combination of seed_artists, seed_tracks and seed_genres.
Note: only required if seed_genres and seed_tracks are not set.
Seed Genres (*)
A comma separated list of any genres in the set of available genre seeds. Up to 5 seed values may be provided in any combination of seed_artists, seed_tracks and seed_genres.
Note: only required if seed_artists and seed_tracks are not set.
Seed Tracks (*)
A comma separated list of Spotify IDs for a seed track. Up to 5 seed values may be provided in any combination of seed_artists, seed_tracks and seed_genres.
Note: only required if seed_artists and seed_genres are not set.
Min Acousticness (*)
For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.
Max Acousticness (*)
For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.
Target Acousticness (*)
For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.
Min Danceability (*)
For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.
Max Danceability (*)
For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.
Target Danceability (*)
For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.
Min Duration Ms (*)
For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.
Max Duration Ms (*)
For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.
Target Duration Ms (*)
Target duration of the track (ms)
Min Energy (*)
For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.
Max Energy (*)
For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.
Target Energy (*)
For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.
Min Instrumentalness (*)
For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.
Max Instrumentalness (*)
For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.
Target Instrumentalness (*)
For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.
Min Key (*)
For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.
Max Key (*)
For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.
Target Key (*)
For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.
Min Liveness (*)
For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.
Max Liveness (*)
For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.
Target Liveness (*)
For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.
Min Loudness (*)
For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.
Max Loudness (*)
For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.
Target Loudness (*)
For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.
Min Mode (*)
For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.
Max Mode (*)
For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.
Target Mode (*)
For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.
Min Popularity (*)
For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.
Max Popularity (*)
For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.
Target Popularity (*)
For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.
Min Speechiness (*)
For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.
Max Speechiness (*)
For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.
Target Speechiness (*)
For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.
Min Tempo (*)
For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.
Max Tempo (*)
For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.
Target Tempo (*)
Target tempo (BPM)
Min Time Signature (*)
For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.
Max Time Signature (*)
For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.
Target Time Signature (*)
For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.
Min Valence (*)
For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.
Max Valence (*)
For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.
Target Valence (*)
For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.
Result Format

Specify how the response should be mapped to the table output. The following formats are available:

Structured Table: Returns a parsed table with data split into rows and columns.

  • Seeds: An array of recommendation seed objects.
  • Tracks: An array of track objects ordered according to the parameters supplied.

Raw Response: Returns the raw response in a single row with the following columns:

  • body: Response body
  • status: HTTP status code

Input Ports

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Configuration data.

Output Ports

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Result of the request depending on the selected Result Format.
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Configuration data (this is the same as the input port; it is provided as passthrough for sequentially chaining nodes to declutter your workflow connections).

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