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Data · dataset · 2019

The Music Streaming Sessions Dataset

Listed in BERD@NFDI Data Portal

At the core of many important machine learning problems faced by online streaming services is a need to model how users interact with the content they are served.

Description

Unfortunately, there are no public datasets currently available that enable researchers to explore this topic. In order to spur that research, we release the Music Streaming Sessions Dataset (MSSD), which consists of 160 million listening sessions and associated user actions.

Furthermore, we provide audio features and metadata for the approximately 3.7 million unique tracks referred to in the logs. This is the largest collection of such track metadata currently available to the public. This dataset enables research on important problems including how to model user listening and interaction behaviour in streaming, as well as Music Information Retrieval (MIR), and session-based sequential recommendations.

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Additionally, a subset of sessions were collected using a uniformly random recommendation setting, enabling their use for counterfactual evaluation of such sequential recommendations. Finally, we provide an analysis of user behavior and suggest further research problems which can be addressed using the dataset.

Links

Where it is published

Catalogue records · 1

Topics

From keywords
Economics & Finance
Inferred from text
Audio 75%
Provenance · 1 source records, 7 field assertions
SourceKeyLast seenRaw
BERD@NFDI Data Portal9zs0b-qpc5311 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · berd platform deconnector:berd_platform_de@1.0.0
concepts[field].local:field:economics-financemapping · berd platform deconnector:berd_platform_de@1.0.0
concepts[modality].local:modality:audioenrichment · berd platform dekeyword-concept-rules@1.0.0title+description (75%)
descriptionsource · berd platform deconnector:berd_platform_de@1.0.0/metadata/description
publication_datesource · berd platform deconnector:berd_platform_de@1.0.0
titlesource · berd platform deconnector:berd_platform_de@1.0.0/metadata/title
updated_datesource · berd platform deconnector:berd_platform_de@1.0.0