Datasets:
file_path large_stringlengths 12 18 | id large_stringlengths 9 11 | release_id float64 2.9k 36.5M ⌀ | master_id float64 421 4.14M ⌀ | track_title large_stringlengths 1 72 | earliest_release float64 1.89k 2.03k ⌀ | discogs_released float64 1.91k 2.03k ⌀ | release_artist_names large_stringlengths 5 114 | release_title large_stringlengths 1 160 | release_genres large_stringclasses 301
values | release_styles large_stringlengths 6 523 ⌀ | country large_stringclasses 121
values | labels large_stringlengths 6 180 | duration int64 11 1.2k | youtube_video large_stringlengths 2 500 ⌀ | webpage_url large_stringlengths 43 43 ⌀ | thumbnail large_stringlengths 48 151 ⌀ | thumbnail_path large_stringlengths 24 29 ⌀ | source_corpus large_stringclasses 3
values | ingest_batch large_stringclasses 2
values | audio_embedding listlengths 1.02k 1.02k | lyric_embedding listlengths 384 384 | lyrics large_stringlengths 0 6.86k ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0B/0BRqpULgpOQ.ogg | 0BRqpULgpOQ | 6,568,793 | 788,671 | Interlude | 2,004 | 2,014 | ['Matt Maddox'] | Matt Maddox RIGHTEOUS FURY (OFFICIAL TRAILER) | ['Hip Hop'] | ['Hardcore Hip-Hop'] | UK | ['Redphone Records', 'UrbanElite Promotions'] | 74 | [{'url': 'https://www.youtube.com/watch?v=0BRqpULgpOQ', 'source': 'xml_ytsearch', 'match_type': 2}] | https://www.youtube.com/watch?v=0BRqpULgpOQ | thumbnails/0B/0BRqpULgpOQ.jpg | xml_discogs_meta | 20260331-audio-batch | [
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-0.03314... | I don't have to tell you things are bad. Everybody knows things are bad. It's a depression. Everybody's out of work. I'm scared of losing their job. The dollar lies in Nichols' words. Banks are going bust, chock-deeves are keeping gut under the counter. Banks are running wild in the street. Nobody anywhere seems to kno... | |
Lh/LhD4pan7HQ8.ogg | LhD4pan7HQ8 | 16,221,418 | 175,191 | No Return | 2,003 | 2,003 | ['Canibus'] | Rip The Jacker | ['Hip Hop'] | ['Conscious'] | US | ['Babygrande'] | 293 | [{'url': 'https://www.youtube.com/watch?v=LhD4pan7HQ8', 'source': 'xml_ytsearch', 'match_type': 2}] | https://www.youtube.com/watch?v=LhD4pan7HQ8 | thumbnails/Lh/LhD4pan7HQ8.jpg | xml_discogs_meta | 20260331-audio-batch | [
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-0... | No returns, no return, no return There's no return, no return Scientists gathering a secret place to debate They for the craft of earth and space and saw my face They tried to translate the innate age yet in shape Before the final earth race came but it was too late The human race escaped the space They were chased by ... | |
sX/sX3r3mVZOyQ.ogg | sX3r3mVZOyQ | 10,549,523 | 92,586 | Gruppen | 1,935 | 2,003 | ['Mountaineers'] | Messy Century | ['Electronic', 'Rock'] | ['New Wave', 'Synth-pop'] | US | ['Mute'] | 265 | [{'url': 'https://www.youtube.com/watch?v=sX3r3mVZOyQ', 'source': 'xml_ytsearch', 'match_type': 2}] | https://www.youtube.com/watch?v=sX3r3mVZOyQ | thumbnails/sX/sX3r3mVZOyQ.jpg | xml_discogs_meta | 20260331-audio-batch | [
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0.0... | I want to discover my time is flying Ripple from everything, then stay though I can't say Twins, duh, from superstition, just cup my own division See inside a dream, right, call and find you Inside, feels so me, to what I can't show pain In case I don't recover, because I killed my brother I'm riding everything, going ... | |
ur/uroqwjqSSyo.ogg | uroqwjqSSyo | 8,041,098 | 950,626 | Flor Yet Slolemn | 1,995 | 2,002 | ['No-Neck Blues Band'] | Intonomancy | ['Rock'] | ['Psychedelic Rock', 'Experimental', 'Free Improvisation'] | US | ['Sound@One'] | 185 | [{'url': 'https://www.youtube.com/watch?v=uroqwjqSSyo', 'source': 'xml_ytsearch', 'match_type': 2}] | https://www.youtube.com/watch?v=uroqwjqSSyo | thumbnails/ur/uroqwjqSSyo.jpg | xml_discogs_meta | 20260331-audio-batch | [
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xB/xBqFoyXXs3E.ogg | xBqFoyXXs3E | 20,088,010 | 1,257,610 | Mexican Fender | 1,996 | 2,017 | ['Weezer'] | Pacific Daydream | ['Rock', 'Pop'] | ['Alternative Rock'] | US | ['Crush Music (2)', 'Atlantic'] | 211 | [{'url': 'https://www.youtube.com/watch?v=xBqFoyXXs3E', 'source': 'xml_ytsearch', 'match_type': 8}] | https://www.youtube.com/watch?v=xBqFoyXXs3E | thumbnails/xB/xBqFoyXXs3E.jpg | xml_discogs_meta | 20260331-audio-batch | [
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-0.013037... | A 10,000 steps in hang out with a boyfriend But I was only trying to get to know her So I could pull out to the ocean Every hot, hot, a hundred degrees But she only went in up to a knee She didn't want to take off the shoes Cause that would be insane My soul would have left So I would have left Oh, she loves me, she lo... | |
xB/xBZdnFy6TOw.ogg | xBZdnFy6TOw | 2,657,407 | 306,770 | Sorry | 1,996 | 2,009 | ['Pupkulies & Rebecca'] | Burning Boats | ['Electronic', 'Pop'] | ['Downtempo'] | Germany | ['Normoton'] | 278 | [{'url': 'https://www.youtube.com/watch?v=xBZdnFy6TOw', 'source': 'xml_ytsearch', 'match_type': 2}] | https://www.youtube.com/watch?v=xBZdnFy6TOw | thumbnails/xB/xBZdnFy6TOw.jpg | xml_discogs_meta | 20260331-audio-batch | [
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0.0225096... | Something just covers my memory So sorry I am so I am so sorry that I can't remember you I don't know if it's right, I don't know if it's true Something just covers my memory Like in winter the snow covers the tea So sorry I am so sorry I can't remember you I don't know if it's right, I don't know if it's true So sorry... | |
xB/xBhRFqJd0ZU.ogg | xBhRFqJd0ZU | 32,560,467 | 3,714,126 | You Got Me Rocking | 1,965 | 2,024 | ['The Rolling Stones'] | Welcome To Shepherd's Bush | ['Rock'] | ['Rock & Roll'] | US | ['Mercury Studios (5)', 'Rolling Stones Records', 'Universal Music Group'] | 216 | "[{'url': 'https://www.youtube.com/watch?v=xBhRFqJd0ZU', 'source': 'xml_ytsearch', 'match_type': 8}](...TRUNCATED) | https://www.youtube.com/watch?v=xBhRFqJd0ZU | thumbnails/xB/xBhRFqJd0ZU.jpg | xml_discogs_meta | 20260331-audio-batch | [0.03239377588033676,0.06508664786815643,-0.09498684853315353,0.0069739785976707935,0.09277805685997(...TRUNCATED) | [-0.09529294073581696,-0.015574241988360882,-0.02269606851041317,-0.014881349168717861,-0.0620311461(...TRUNCATED) | "I was a butcher caught in a meat, my hands were blooded, I'm down on my feet, I was a surgeon, till(...TRUNCATED) | |
ax/axSRL4KU9fs.ogg | axSRL4KU9fs | 2,515,989 | 451,101 | Ground Zero (Original Mix) | 2,008 | 2,010 | ['Tempo Giusto'] | Premiering In Theaters | ['Electronic'] | ['Trance', 'Techno', 'Progressive Trance'] | UK | ['Echelon Records (2)'] | 528 | "[{'url': 'https://www.youtube.com/watch?v=axSRL4KU9fs', 'source': 'xml_ytsearch', 'match_type': 2}](...TRUNCATED) | https://www.youtube.com/watch?v=axSRL4KU9fs | thumbnails/ax/axSRL4KU9fs.jpg | xml_discogs_meta | 20260331-audio-batch | [0.05594327673316002,0.07109978795051575,-0.06330038607120514,-0.030540473759174347,0.11828082799911(...TRUNCATED) | [-0.08476488292217255,-0.02029656060039997,0.01934671960771084,-0.023774152621626854,-0.016323631629(...TRUNCATED) | & x | |
XQ/XQqpqnuURdE.ogg | XQqpqnuURdE | 7,818,817 | 346,863 | Lust For Life | 1,977 | 2,000 | ['Gamma Ray'] | Blast From The Past | ['Rock'] | ['Heavy Metal', 'Power Metal'] | Europe | ['Noise Records', 'Sanctuary'] | 326 | "[{'url': 'https://www.youtube.com/watch?v=XQqpqnuURdE', 'source': 'xml_ytsearch', 'match_type': 6}](...TRUNCATED) | https://www.youtube.com/watch?v=XQqpqnuURdE | thumbnails/XQ/XQqpqnuURdE.jpg | xml_discogs_meta | 20260331-audio-batch | [0.030597617849707603,0.10727907717227936,-0.009925728663802147,0.03598877042531967,0.05425449088215(...TRUNCATED) | [-0.0699901208281517,-0.04416963458061218,0.028929315507411957,0.0330377034842968,0.0414481908082962(...TRUNCATED) | "When I had an opportunity that makes you feel like money without me So And it's beyond Now the clou(...TRUNCATED) | |
9r/9r-ZtVu-mPY.ogg | 9r-ZtVu-mPY | 10,989,068 | 601,046 | Step | 1,970 | 2,003 | ['Maspyke'] | Step / Bells Of Winchester Square | ['Hip Hop'] | null | US | ['Bukarance Records'] | 251 | "[{'url': 'https://www.youtube.com/watch?v=9r-ZtVu-mPY', 'source': 'xml_ytsearch', 'match_type': 2}](...TRUNCATED) | https://www.youtube.com/watch?v=9r-ZtVu-mPY | thumbnails/9r/9r-ZtVu-mPY.jpg | xml_discogs_meta | 20260331-audio-batch | [-0.06132887303829193,0.11327733099460602,0.022813627496361732,-0.1825544685125351,0.105867870151996(...TRUNCATED) | [-0.06818684935569763,-0.09801805764436722,0.03817185014486313,-0.012157909572124481,-0.039575647562(...TRUNCATED) | "Does this sound good? What a comment everybody for not libroing it Never us playing the play got be(...TRUNCATED) |
End of preview. Expand in Data Studio
Vectors2Vibes Discogs Metadata
Metadata for 24.6k tracks derived from Discogs Data and MTG Discogs-VI-YT. No audio files. Note that earliest release year data is derived from MusicBrainz, as Discogs release year data is sparse and often unreliable.
Quick Facts:
This dataset contains 24,689 tracks (release dates spanning from 1890-2026).
The top 5 represented decades are: 1960s (19.39%), 1970s (15.09%), 1980s (14.81%), 1950s (14.96%), and 1990s (14.27%).
The top 5 represented genres are: Jazz (26.79%), Pop (18.71%), Rock (17.86%), Folk, World, & Country (10.10%), and Latin (6.94%).
2000s enrichment: An additional 2,126 tracks were added from a Discogs Data XML batch targeting releases from 2000-2026, improving representation of the 1990s (+1.36%), 2000s (+1.67%), and 2010s (+0.83%) compared to the original dataset. Post-2000 tracks remain underrepresented, partially as a result of how the enrichment batch was filtered using Discogs release dates, which are often later (i.e., in the case of a remaster) than the track's earliest release year (as defined by MusicBrainz). Further enrichment with additional 2000s chunks is the only practical way to address this, since MusicBrainz insights can only be integrated into the dataset post-XML processing.
Original batch (22,561 tracks)
- Source: Discogs-VI-YT-20240701.jsonl (493k tracks; subset of 1.9m tracks in Discogs-VI)
- Subset: Downloaded subset (65k tracks)
- Filter: Dropped tracks with match_type < 1 (low confidence match with metadata); dropped tracks inaccessible to yt-dlp (22.5k tracks)
- Cleanup: Post-processed track titles; enriched with MusicBrainz earliest release year data
2000s enrichment batch (2,126 tracks)
- Source: Discogs 20260301 XML releases + masters dump (18.9m tracks)
- Filter: Filtered sample by decade to target 2000–2026 Discogs release dates; deduplicated against existing dataset on ID; dropped tracks inaccessible to yt-dlp (5.5k target; 2.1k output)
- Cleanup: Post-processed track titles; enriched with MusicBrainz earliest release year data
Sister Repos
| Repo | Content | Access |
|---|---|---|
| Thumbnails | YT JPG previews | Public |
Column Reference
| Column | Source | Description | Example |
|---|---|---|---|
| file_path | Processed | Audio path (private repo) | 01/01eJ74hd9.ogg |
| id | YT | YT video ID | 01eJ74hd9 |
| version_id | Discogs | Discogs track ID | V-0096447 |
| release_id | Discogs | Discogs album/release ID | 9904590 |
| master_id | Discogs | Discogs master canon ID | 111836 |
| track_title | Discogs | Title w/o suffixes | Hey Jude |
| earliest_release | MusicBrainz | Earliest year of track release (may not match album/release_title) | 1968 |
| discogs_released | Discogs | Discogs year of release (sparse;unreliable) | 1999 |
| release_artist_names | Discogs | Artist name(s) | ['The Beatles'] |
| release_title | Discogs | Album/release | The Beatles 1967-1970 |
| release_genres | Discogs | Genre | ['Rock', 'Pop'] |
| release_styles | Discogs | Subgenres;styles | [Psychedelic Rock'] |
| country | Discogs | Country of release | UK |
| labels | Discogs | Record label | ['Apple Records'] |
| duration | YT | Duration (sec.) | 188 |
| youtube_video | Discogs | Possible YT video matches w. match_type | [{'url': 'https://www.youtube.com/watch?v=sZSpQwL2nks', 'source': 'youtube_query', 'match_type': 1}] |
| webpage_url | YT | YT video url | https://www.youtube.com/... |
| thumbnail | YT | YT thumbnail url | https://i.ytimg.com/vi/... |
| thumbnail_path | Processed | Thumbnail path | thumbnails/01/01eJ74hd9.jpg |
| source_corpus | MTG/Discogs | Origin | Discogs-VI-YT-20240701 |
| ingest_bath | Processed | V2V export date | 20260228-audio-batch |
| audio_embedding | Processed | 1024-dim audio embedding vector | [0.023, -1.4, ...] |
| lyric_embedding | Processed | 384-dim lyric embedding vector from transcript | [0.11, 0.83, ...] |
| lyrics | Whisper | lyric transcript | "Hey Jude, don't..." |
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