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mmarkusmalone
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albums_with_moods_contrastive

artist stringlengths 1 66 ⌀	title stringlengths 1 216 ⌀	year_released int64 1.95k 2.02k	rating float64 0 10	review stringlengths 206 1.21k	genre stringclasses 145 values	query stringlengths 7 171	album_id int64 -1 24k
!!!	As If	2,015	6.9	jumpy early very irreverent orange second free quiet foregoing calculated final fit his riveting popular prior classic fun angular stuttering unable pronounced opening past big which joyous another much special best sarcastic bad female other entire beginning simple straightforward quality all every baby middle bigger ...	Rock	disco funk rock distorted punk pop	0
!!!	Jamie, My Intentions Are Bass EP	2,010	6.8	just either work very good original innocuous wide more long its second liquid deep low his solid same pale euphoric prior pronounced latent material which well light brazen even internal nice high best alluring other creative quality most tense status short both worst fertile certain all modern vocal such predictable ...	Rock	outsider euphoric disco remix funk blues rock steady punk pop dreamy dub	1
!!!	Let It Be Blue	2,022	7.4	just whole clinging time live global good far more its chic feeling single definitive away several complex sharp only even third blue most endearing impervious life all wrong stark new memorable great little artificial one rare stock ninth invisible late complete political whose cut !!! were always a ray of California ...	Rock	world disco funk rock punk pop	2
!!!	Louden Up Now	2,004	7	huge just unforgiving stuffed longer good more unique relevant commendable enough psychedelic ambitious hesitant larger single dark away musical inherent close trick well which adroit only unfortunate even potential dynamic other entire bright sparse rhythmic minute less varied nine both slow black two life all most sa...	Rock	soundtrack disco funk dark rock punk electronic trance electro	3
!!!	Myth Takes	2,007	8	bizarre previous just deeply ridiculous tentative awesome time longer wanton following relentless monumental loose elastic his effective familiar electric smart united diffuse squandered away mobile supple explosive prodigious static former plus only which earthy even best western most perfect varied tense subtle all e...	Rock	boogaloo nursery disco funk soul punk pop trance	4
!!!	Shake the Shudder	2,017	7.3	willing huge young just either whole steely time fortuitous seven more lead its profane his seventh ripe old usual opening past sensitive former well unfortunate even best common feminine other most resonant tense warm subtle two all icy safe heavy right first such new queasy sure danceable careful twitchy one rotating...	Rock	hardcore bassline disco warm punk feminine dub	5
!!!	Split EP	2,004	6	just day whole time tempting trendy more long feverish better old angular standard grinding sweaty unsuitable mixed two little skittish supposed inspired party disastrous each ragged chicken work gold scratched early very original lead later following rough yellow usual past much even comfortable rhythmic life every me...	Rock / Electronic	hardcore raw cello disco funk praise punk pop trance dub	6
!!!	Strange Weather, Isn't It?	2,010	6.9	indelible conventional extended still double streaked far capable good more general long its second head engaging obvious dripping low effective dry content chilly big away past moving material plus well which former drained compelling best even beginning other seamless fourth frigid straightforward minute rhythmic mos...	Rock	disco steady rising rock	7
!!!	Thr!!!er	2,013	6	just time more long better liquid fleeting low shaggy lively content popping timorous well minimal soulful both mixed wandering vocal mild cramped true last slippery inspired party timely live later tidy flat away usual only another dead much even dynamic overall top working smooth fair brief meaty fine fading unsurpri...	Rock	disco electronic funk workout rock house minimal retro soul punk pop	8
!!!	Wallop	2,019	7.2	oral near just cultural live time crunchy early ironic more its long enough solid physiological conflicted stuttering trashy chemical cocky best other known kind future all affable house first new down great dangerous serious one true next last magnetic acoustic party eight cut each designer The New York party monsters...	Rock	disco funk noise country crunchy rock house grunge pop breaks	9
$ilkMoney	I Don’t Give a Fuck About This Rap Shit, Imma Just Drop Until I Don’t Feel Like It Anymore	2,022	8.4	game just double stuffed boiling lead long born select low outside his calculated feeling delicious away opening sharp much even best cagey tasty alive rhythmic fast fewer black lost all divine shocking robotic veritable demented actual average dreaming golden funny working little verbal massive one hot howling these l...	Rap	rap gospel poetry	10
$not	Beautiful Havoc	2,020	6.8	confident just skinny time far more tumultuous born material nearby delightful limited frequent creeping driven west twisted polished last assertive romantic opposed elusive work relaxed lead cutting regional contemporary past deepening much even binary charismatic bright straightforward life every melodic distinctive ...	Rap	world polished rap romantic bounce flamenco punk pop emo ukulele	11
$uicideboy$	Long Term Effects of SUFFERING	2,021	6.7	older just subject work local very more following long its head central born his substantial big away chief past suffering clear which material much binary professed personal most banging status both kind all life house sharpened vocal first new trying real driven little prolific artistic subsequent stable different ad...	Rap	horrorcore rap house punk saxophone	12
+/-	Holding Patterns EP	2,003	7.5	just fantastic appealing far more long forceful effective electric close clear well sonic tense lost heavy fuzzy afraid great synthetic interesting fresh gorgeous still work emotional very pretty tremendous only much simple straightforward natural subdued working frustrating acoustic beautiful general second assured re...	null	electronic dark rock pop neon	13
+/-	Let's Build a Fire	2,006	7.3	nervous just still dress time muted early far good east more mother pretty its uncanny capable quiet lame fleeting versatile hungry primary effective same aspiring steel old single opening past trick sharp which dead much stylistic dynamic third tricky drenched less negative two unpredictable waiting important every al...	null	folk fake rock pop emo	14
+/-	Let's Build a Fire [Taiwan]	2,006	6.8	half human previous just dress day shoddy time reassuring early good linear more long its used wistful problematic hissing low his rudimentary unintelligible vapid reminiscent angular enhanced indifferent opening well giving stylistic gooey bright unfeeling straightforward most painstaking warm future two every all wor...	null	glitch warm electro punk pop emo wistful	15
+/-	Self-Titled Long-Playing Debut Album	2,002	8.4	previous just disparate time very far pretty general more long its enough digital his distant cold old single mournful upsetting rewarding close complex which only joyous alien even crazy startling nice difficult genuine straightforward simple experimental drenched warm varied perfect small subtle all most kind subdued...	null	experimental warm electronic noise rock house pop neon	16
+/-	Xs on Your Eyes	2,008	5	acoustic inspiring gloomy neat just day confident emotional rainy time hard early very more loving its latest enough unyielding occasional fit primary same steel single fun elite away lovely past trick well which giving bleak flimsy startling classical bright keen potential simple creative fast warm boring background s...	null	warm rainy pop electronic dreamy bouncy electro classical	17
+/-	You Are Here	2,003	7.6	human inoffensive just day dress still understood time spare very home more stilted current long its relentless better master ambitious his pale choppy odd stuttering pregnant standard colorful opening past prodigious which only another much opportune even best common nice exacting fruitful other straightforward rhythm...	null	hardcore samba rock brittle emo pop dreamy glitchy electro nocturnal	18
---__--___	The Heart Pumps Kool-Aid	2,021	7.6	lonely near oblique just emotional whole clean hard languid anxious more orange empty uncanny its used wistful sympathetic enough thick loose occasional blank unintelligible same feeling popular isolated upsetting old garbled electric usual close clear drained which only light another much neurotic infinite even best h...	Experimental	meditation cello warm metal rock brittle jazz melancholic wistful saxophone violin	19
...And You Will Know Us by the Trail of Dead	Festival Thyme EP	2,008	6.2	just betrayed budget still major untitled time early more used failed available silent learned usual past spinal another divided dead sonic stylistic unfortunate inevitable other wild two all important melodic first cool great recent least these four inspired different tuneful initial each After two increasingly overbl...	Rock	punk world rock	20
...And You Will Know Us by the Trail of Dead	IX	2,014	7.2	confident just cultural time far more long better towering encouraging condensed lost two bigger heavy vocal slippery work very home current patterned bruised central poignant past spectacular another dead valiant dramatic even simple grand flaming every melodic ornate primordial period thundering promising celestial s...	Rock	hardcore rock intimate celtic punk pop emo rolling	21
...And You Will Know Us by the Trail of Dead	Lost Songs	2,012	8	equal young just catatonic cultural hard hypnotic more lead its uncanny grandiose relentless worthy rough celebrated same old single contemporary colorful past endemic brisk standing dead encouraging stylistic even best much elaborate awake bright entire minute most black lost all two every operatic red introductory su...	Rock	punk pop hardcore rock	22
...And You Will Know Us by the Trail of Dead	Madonna	1,999	8.7	willing major live time wide triumphant more lead later second long unknown his same richest vibrating leading fascinated sheepish another dead best common mundane personal short small middle fearsome new south great one supposed savvy peculiar forward demonic front north Each Sunday, Pitchfork takes an in-depth look a...	Rock	punk hollywood vibrating	23
...And You Will Know Us by the Trail of Dead	Relative Ways EP	2,001	8.6	previous still hideous time okay more its foreign enough free sorry effective same uncharted musical profound unrealized material which essential well dead much written integral even cut insurmountable comfortable minute quality relative most respective lost all worth outstanding first necessary limited new such initia...	Rock	punk ambient	24
...And You Will Know Us by the Trail of Dead	So Divided	2,006	5.5	previous slick disparate external work time gold very good original more its monumental unnecessary scattered wasted forceful stifled disjointed unflinching crystalline passionate embarrassing opening material clear clumsy another divided dead much written even faltering sonic bad convincing unfortunate inorganic minut...	Rock	pop vintage orchestral rock	25
...And You Will Know Us by the Trail of Dead	Tao of the Dead	2,011	7.2	near just double work day sour embattled its head graphic rough his seventh dark away instrumental past lovely well divided dead elaborate extra sweaty clever delicate grand quality most comparative two every certain key house easy limited ostentatious average such down extraneous memorable ready little recent five ful...	Rock	hardcore world dark rock house orchestral	26
...And You Will Know Us by the Trail of Dead	The Century of Self	2,009	6.8	still baffling either work time live far its monumental second enough better his big enjoyable close stubborn competent religious divided dead sonic much even best written nice high comfortable minute quality most top kind insatiable certain all two every key dirty both heavy easy first potent new trying provocative fa...	Rock	shanty drone rock	27
...And You Will Know Us by the Trail of Dead	The Secret of Elena's Tomb EP	2,003	6.7	blistering equal still just either promising major time hallowed likely far more its mumbled obvious better flat content opening past clear transitional which another light dead much written sonic difficult understandable soft conscious experimental unique minute most status bored lost all two safe first such generic r...	Rock	hardcore pop experimental rock	28
...And You Will Know Us by the Trail of Dead	Worlds Apart	2,005	4	day major muted early pretty telling anxious its head colossal public winning biggest inside single outrageous past masked which only another curious dead uncompromising sonic even essential beginning high grand deceitful minute most top perfect boring life all every house terrible safe commercial first grating secret ...	Rock	world rock house punk pop	29
...And You Will Know Us by the Trail of Dead	X: The Godless Void and Other Stories	2,020	7.8	just local muscular time native home relaxing more its grandiose living eternal psychedelic his towering feeling musical standard opening accompanying dead dramatic even defeated other mysterious less relative choice status all two scrappy frustrated easy first new sure driven full regal fearless one enamored introspec...	Rock	noise country	30
...And You Will Know Us by the Trail of Dead	XI: Bleed Here Now	2,022	7.5	huge game still rich work hard relaxed long its second head used psychedelic final outside fit his same old longest roaring past which dead much even best extra other most endearing both black small all approachable partisan mixed intimate alternative spirited first new trying exhilarating tight recent five dedicated i...	Rock	hardcore tender intimate reading	31
03 Greedo	Free 03	2,023	7.4	young day emotional hard time bubbly good crisp haunting more hurt long floating remaining free tumultuous his same crooked constant classic legal away locked past static clear which another longing even best minute less most focused worst lost all middle baby key every safe ominous miniature new breathless little one ...	Rap	rap fake haunting rock crisp floating	32
03 Greedo	God Level	2,018	8	confident just work frantic plastic hard languid very precise anxious basic orange long latest assured floating its mumbled fleeting touched final fit his celebrated horrifying royal honking adamant silent unrepentant breezy away yellow instrumental rectangular well only yearning resident purple best seeming other pers...	Rap	polished rap soul floating pop	33
03 Greedo	Load It Up, Vol. 01	2,020	7.5	just work frantic time far more its final outside his sole transcendent reliable reminiscent away static much brooding purple palpable alive most lost two noticeable total new five one fresh hot brief stuffy cramped open these greatest rotating level buzzing next street exhausting cut The latest from the incarcerated L...	Rap	pop world brooding rap	34
03 Greedo	Netflix & Deal	2,019	7.5	favorite still external work either hard time alone very good home more long latest relevant enough its his content odd collaborative big away charmed nasty clear which only distracted best even snappy conscious entire blue contagious most short all two key animated limited strongest trying prepared working impressive ...	Rap	outsider rap bounce edm rising	35
03 Greedo	Still Summer in the Projects	2,019	7.6	just documentary still gruff precious promising more long second free his invincible graceful inside away locked chief worried brisk much purple even other entire less most both kind all middle house richer potent plush strategic ready prolific supernatural full taut one last level frivolous sweltering heartbreaking ea...	Rap	house rap	36
03 Greedo	The Wolf of Grape Street	2,018	8	just seven homeless its foreign intimidating free his biggest rural popular single familiar which dead stylistic purple best large difficult creative less most moved two house consistent new real individual left little gripping full one greedy four last thin business street each The latest collection from the Watts rap...	Rap	metal tribute rap house	37
070 Shake	Modus Vivendi	2,020	7.3	whole beautiful native good far telling more sincere second floating mumbled used liquid transcendent his old single loud conflicting well which bitter raw yearning much compelling best snappy bright most deceiving warm opposite vulnerable all two baby similar heavy total new real ready sloppy trapped down left trusted...	Rap	warm rap latin soul floating raw rolling	38
070 Shake	You Can’t Kill Me	2,022	7	nervous confident dress just hypnotic more long mumbled low electric inside melodramatic difficult sparse tense two heavy vocal regular little last romantic still work emotional early home lead later loose past uneasy sharp spiral clumsy another even life echoing contented detached philosophical good triumphant second ...	Rap	bassline rap romantic soul pop ambient	39
1,2,3	New Heaven	2,011	6.3	just work hard flamboyant good far capable more lead its animal enough better select sorry digital his fit cold biggest droopy past adept standing enthusiastic which much nice bad blue deaf social kind boring slow all admirable certain both first new strongest broken down lyrical little golden awkward strong stock true...	Jazz / Rock	dancehall rock	40
10 in the Swear Jar	Accordion Solo!	2,005	7.4	offensive favorite work live very early more lead private wacky its enough wistful fabulous digital winning biggest inside unaffected lovely several material which terse only unfortunate melodramatic alien even large less short all every middle sad industrial daunting vigorous recent regal tremulous valuable one brief ...	null	accordion industrial ska reading punk wistful	41
100 gecs	10,000 gecs	2,023	8.2	identical specific elevated work just major gluttonous plastic whole melancholy seven more lead unenviable its smarter enough feeling larger conflicted single fun affordable big literal computer opening ideal depressive crazy even internal alienated alive blue social warm both small kind baby moved every house all choi...	Experimental / Electronic	glitch warm metal house ska hollywood punk pop	42
100 gecs	1000 gecs	2,019	7.4	crunchy long scattered better content close well sonic sheer experimental pervasive both small two such financial fresh addicted last fascinating pure indefinable tough connecting loving musical only much even melodic exhilarating hilarious latter stuffed various used same abrasive outrageous which unique wild visible ...	Experimental / Electronic	experimental remix metal crunchy noise steady punk pop trance	43
100 gecs	1000 gecs & The Tree of Clues	2,020	7.9	chubby untouchable just vegetarian hard live time good original wooing long its playful giddy final digital scared same impish united fun classic witless spontaneous nasty international which disappearing stout shiny round common potential less intense most both subtle two all baby vast first teenage new cool little ex...	Experimental / Electronic	metalcore remix rap pop romantic ska edm dubstep eurodance mashup	44
100 gecs	Snake Eyes EP	2,022	5.6	blistering indelible puckish game drab just expert hard filtered far more current its second engaging enough unnecessary his superficial familiar big timid plodding material adroit only another momentary much crazy even bad beginning other soft insipid cheeky less top future short baby shocking two frustrated vocal new...	Experimental / Electronic	mallet hardcore edm punk pop	45
1010 Benja SL	Two Houses EP	2,018	7.9	just subject hard free undeniable clear powerful mysterious both small two vocal silly generic great little serious interesting enigmatic imperial half each still very stunning pretty loose bouncing past only another even grand wondrous expressive linguistic possible rich redolent conventional promising precious beauti...	Pop/R&B / Electronic	world pop soul raw grime ambient	46
10k.Caash	Planet Swajjur	2,020	6.2	famous still work whole emotional crunchy longer home various more viral its latest authentic cutting regional largest digital his biggest influential big colorful former which intentional other third entire most both respective short dominant worth national all dirty viable first repetitive educational average south r...	Rap	pop rap crunchy country	47
11:11	11:11	2,014	4.9	fried game still just work melancholy hard very precise dissolving long its head ok used obvious master low outside his odd purring big instrumental past former another giving much beginning other known most kind boring subtle all middle two house dirty monotone eastern new full massive one true supposed last greatest ...	null	rap house analog pop dub	48
12 Rods	If We Stayed Alive	2,023	7.3	documentary local major time live languid early seven lead private its assured head better involved wicked ambitious his digital cold close adopted another even cut other third alive less perfect signed waiting lost informed commercial first new heady working full open next supposed last fine knotty tepid inspired half...	Rock	tribute indietronica grunge chillwave funk rock vintage retro atmospheric pop emo	49
12 Rods	Lost Time	2,002	8.1	equal time more long burning outside old material seeming potential varied both lost wrong paradoxical driven little exceptional twisted true remarkable last devoted corporate still early original loose cutting bouncing sharp simultaneous much even comfortable magic rhythmic top short natural every subdued terrible mea...	Rock	fake jazz punk pop lounge glitchy	50
12 Rods	Separation Anxieties	2,000	2	offensive just inventive time very capable more hurt its second her enough fit physical same opening shattered absolute sickening well which another only sonic salvageable even less bad unique fast awful perfect worst short lost all newest every robotic terrible wrong heavy modern such generic aggressive great grating ...	Rock	punk noise	51
120 Days	120 Days	2,006	7.6	atomic mere human young just still work deeply time beautiful home capable more lead long its incandescent living enough illuminating motor towering cold stately electronic expensive big away supple lofty close moving glittering clear which cavernous much dramatic best special common inevitable nine potential courageou...	Rock	spiraling noise rock house electronic trance electro	52
120 Days	120 Days II	2,012	7	human cornered glowing just still clean time lucid good more underdeveloped mammoth oily rippling fanciful growling square towering erratic supportive same larger nondescript robust electronic fun popping dark away mechanical opening stern nasty sharp which well light grinding minimal much delightful delicate third fau...	Rock	chillwave tropical shimmering dreamy disco electronic dark drone minimal house baroque syncopated dubstep trance electro	53
13 & God	13 & God	2,005	8.1	huge immaculate just melancholy hard time native more speculative long its relentless splendid hushed his same parallel adored unlikely collaborative inward big single troubled unaffected several former only grinding sonic dramatic even flickering quivering difficult other delicate simple plain spacious focused both mo...	Experimental / Rap	nursery spacious metal rap pastel industrial pop neon electro	54
13 & God	Own Your Ghost	2,011	6	just time more long better odd terrific well fervent mysterious warm two background mild little true whose microscopic strident dreamy half each neat still very later muttering loose collaborative musical ideal only another much overall even simple magic coherent luscious natural mutual silky least acoustic beautiful s...	Experimental / Rap	warm dense rap pop dreamy breaks electro	55
13ghosts	Cicada	2,005	7.8	near just local time good original pretty more later its long southern low his scared unwieldy larger strange loud sharp which bulky dead written destructive soft third unusual straightforward less most short all two life key vocal first actual new untimely down little impressive modest changing full dear exciting abru...	Rock	folk world gospel blues country rock pop lounge	56
13ghosts	The Strangest Colored Lights	2,008	7.6	ragged fried lonely work untitled possible time very home faint good more omnivorous fictional its artless southern burning deep immortal gritty his affirmative closed old abrasive dark locked clear which another raw somber much compelling even humorless high modified fourth less kind black mystical two every brutal su...	Rock	gritty world outsider poetry dark rock sleep raw dreamy reggae	57
1990s	Cookies	2,007	8.1	acerbic budget just still time spare early original more spotted current tiring loving its enough blonde relentless better rough low his wonderful public familiar popular larger single fun frowning musical passionate past glittering material fervent only well which much even sarcastic alive minute confused status signe...	Rock	world electronic scratch pop axe	58
1990s	Kicks	2,009	4.9	acerbic just still local skinny clean hard time captivating more its stale long psychedelic indistinct his winning content classic fun musical sharp former which only much even best common bad surprised other bright cheeky charismatic nice third glossy perky jagged both most all two lethargic vocal such mean trying com...	Rock	disco glossy soul punk pop dreamy rolling	59
2 Chainz	B.O.A.T.S II: Me Time	2,013	6.2	budget deeply fantastic day immediate time telling its exuberant casual earnest his disjointed compulsive same unlikely leading away past plus which essential joyous much even best seeming bad high known quality less focused short certain two formulaic dirty modern minor medium right such first new cool full massive on...	Rap	world reading exuberant rap	60
2 Chainz	Based on a T.R.U. Story	2,012	4.5	game young just disinterested major hard possible time cultural general basic its scattered deep his feeling popular unlikely single reminiscent minimum hazy several able former which only cynical even sheer seeming crazy other known blue quality most kind moved slow house masterful easy such new ready great funny impr...	Rap	world rap noise country house	61
2 Chainz	Daniel Son ; Necklace Don	2,016	7.7	famous nervous equal conventional still just specific game insane time grainy thankful anxious later long her used deep his cold old fun big past sharp which only joyous due best excellent other entire third less most choice short life every all house middle informed durable two vivid first real trying funny daring one...	Rap	rap grainy rock house tribute	62
2 Chainz	Dope Don’t Sell Itself	2,022	6.4	astounding extended just ridiculous far certified pretty more long serviceable his unconventional seventh old big past completed which brisk essential high forgettable known creative fast buoyant all improbable outstanding commercial first total predictable great memorable careful little artistic five bankable one west...	Rap	pop buoyant	63
2 Chainz	Felt Like Cappin	2,016	7.2	specific just work tonal still economy hard clean time appealing wide likely far more captivated current its unnecessary long capable better his effective fun clear which only resident dead much elaborate condensed best most evil all natural two stronger heavy absurd first new funny full recent woozy zippy one these we...	Rap	drifting spiraling rap comic pop	64
2 Chainz	FreeBase EP	2,014	7.2	previous young just work hard wide precise far more ironic its eerie free his familiar old big boastful which best padded most focused two every baby modern potent such charming crude funny tall down interesting west adventurous least last late quotable repeated pure oldest entertaining initial 2 Chainz is rap’s court ...	Rap	pop rap comedy	65
2 Chainz	Rap or Go to the League	2,019	7.6	famous game subject native very far certified more pretty its better his winning opening well only another much entire prospective most black permissible life all two future warring broken grave one least last thoughtful rich legal adult The Atlanta rapper rewrites the rulebook on winning on his most thoughtful album.	Rap	rap rock	66
2 Chainz	The Play Don’t Care Who Makes It EP	2,018	7.5	just subject work legendary time pretty more long latest its ok enough better his same cold feeling longest old contemporary leading touching well which only ultimate best even infinite youthful reflective simple most proud both all two baby key sentimental ominous necessary trying down little lyrical changing serious ...	Rap	tender rap	67
2 Chainz	Trap-A-Velli Tre	2,015	6.6	previous still expert either ridiculous time very pretty more basic its floating following relevant free failed long his solid single big swaggering colorful which sizable integral much even charismatic third less comical top both bigger successful easy shut first right real ready tall working goofy five one crowded sm...	Rap	rap sleep floating	68
2 Many DJs	As Heard on Radio Soulwax, Pt. 2	2,002	7.6	favorite just day wax cohesive very more long latest thick dexterous deep calculated digital primary content popular old biggest fun big away lofty mission which valiant best even objective convincing known most sly salt certain waiting middle insightful house fuzzy first such new sure recognizable full instant one sub...	Electronic	world rap rock house pop	69
20 Miles	Life Doesn't Rhyme	2,003	6.9	previous near still boorish just infallible whole clean either work far seven more basic later wobbly fat scattered quiet loose better obvious scraggly earnest thick dripping his bouncing same unflinching classic musical clear swishing curious much written meandering accessible rambling ancient coherent fast most secur...	Rock	world bassline blues rock sinking rising rockabilly	70
20 Minute Loop	Decline of Day	2,001	8.5	ill favorite slick still day philosophical just beautiful far good pretty more later its uninspired her playful thick burning deep occasional solid quirky bloody musical dark frank lovely ultimate which only unbelievable much even feminine searching crippled minute plain macho black slow all icy red melodic dirty terri...	Rock	pop dark country feminine	71
200 Years	200 Years	2,011	7.7	tantalizing previous still just work secure live possible gigantic wide more speculative private its her hushed astonishing his biggest familiar old electric unexpected trick which only another overall female bad other alive discreet creative quality most wild both resonant life natural two distinctive melodic intimate...	null	intimate noise drone rock	72
21 Savage	I Am > I Was	2,018	7.8	tough willing just day whole early good more savage assured used misleading unnerving deep his tormented effective dry familiar old constant mournful unexpected away profound past close which contemplative raw sober much dramatic dead gruesome focused numb small two shocking all house first poised interested new great ...	Rap	rap house bounce raw ambient	73
21 Savage	Savage Mode	2,016	7	just time far grim more savage seventh well deadpan brooding unimaginative known vulnerable dirty heavy infectious great fresh fitting dreamy tough screaming work early faint lead loving latest invigorating committed away only another much life eighth expected street conventional grainy good second eerie his same compl...	Rap	tender rap grainy fake house bounce soul dreamy bouncy brooding	74
21 Savage	Savage Mode 2	2,020	6.6	imaginable near young rich just work hard time unnatural hypnotic good more savage viral lead enough obvious better fit his classic big breezy busy instrumental close clear which only threatened best brooding nine comfortable straightforward most worst life two every unpredictable bigger all first right great cinematic...	Rap	rap crunk brooding cinematic	75
21 Savage	Without Warning	2,017	8	disinterested work time grim more savage loving its eerie foreboding deep his odd fun bloody crossed several which sonic ringing wooden much bad other potential minute most cackling perfect both mixed all two super numb lost outstanding life lifeless first direct supernatural full one howling adrenalized dense these wa...	Rap	dense rap	76
22-20s	22-20s	2,005	6.6	still just proportional time innocuous typical more its better classic contemporary foul musical trick misguided only harmless which vibrant bad muddy most both bored black all every baby modern wispy unapologetic such new real trying sure working driven centered one smarmy sacred these supposed traditional fine white ...	Electronic / Rock	hardcore techno blues rock soul britpop punk pop rolling	77
22Gz	Growth & Development	2,020	5.8	parking still just hard time longer early good home more its latest opened enough involved his cold single definitive reminiscent close clear well essential another which dead even inescapable common infinite entire known both black lost two brutal modern teenage first silly new goofy rapid unofficial open next late in...	Rap	pop rap wrestling	78
23 Skidoo	The Culling Is Coming	2,003	6.1	mere just deeply immediate live time linear early far seven more later long second used loose occasional final familiar abrasive classic obtuse collapsing winter which only harmonic uncompromising giving even difficult other third straightforward most focused certain two key industrial melodic bigger first repetitive r...	Electronic / Experimental / Rock	gamelan funk noise abstract industrial punk	79
24-Carat Black	Gone: The Promises Of Yesterday	2,009	7.9	civil lonely still time very early desirous good lead its second loose final his desolate same cold expensive chilly big cooing moving possessive which only suitable minimal bleak written even gooey bad other tangible most kind black certain life two moved safe easy unperturbed first commercial new down expected demand...	null	funk romantic minimal jazz soul pop	80
2562	Fever	2,011	5.8	previous still just hard time plastic home very more vague its rigorous better detectable brave his expanding smart old healthy enjoyable several close material well which another curious sonic due third rhythmic minute notable most both kind subtle two every melodic house safe vocal first ominous such new great little...	Electronic	techno disco dense dubstep house praise electronic	81
2562	The New Today	2,014	6.2	skilled human previous still work emotional hard time appealing good more vague scientific foreboding deep better his solid feeling familiar inside unexpected unable close light another giant even high alive rhythmic minute tense focused short subtle all middle eastern key informed new real clinical individual restrain...	Electronic	disco dubstep ambient techno	82
2562	Unbalance	2,009	6.6	human specific just whole wide good more lead following latest its used smothering floating indistinct blank his lively odd classic single manic dark busy reminiscent able static only routine dead much cross stylistic cut other entire frigid aerial unique rhythmic negative most glassy outer slow certain two every backg...	Electronic	techno dubstep dark floating electronic ambient	83
28th Day	The Complete Recordings	2,003	8.6	fried screaming chicken still day flawless whole young beautiful live combined early good original basic second used gifted psychedelic earnest flat proverbial his venerable old unrepentant suffering which dead much written even best bad other gray experimental unique less most perfect both lost all active two wrong ja...	null	folk world experimental rock praise grunge pop	84
2:54	2:54	2,012	6	drab just hard time more basic well stiff vocal creeping interesting polished wanting spiritual unfamiliar pure whose half still emotional early fat lead worthy smart yearning much even gray every melodic poised artistic interchangeable fine insistent possible front smashing lasting previous good second used same drain...	Pop/R&B	bassline polished drone rock steady	85
2:54	The Other I	2,014	5.3	confident extraordinary just screaming distinguished promising luxurious either time still home likely more later its following intimidating enough obvious better calculated low saucy cold blinding past close sharp which much positive western accessible other alluring delicate soulful most choice status two every all u...	Pop/R&B	pop country dense rock	86
2NE1	Crush	2,014	7.3	huge choice whole home good far seven more pretty following available versatile flashy blurry digital happy fit his contemporary usual mission well only which universal much female soulful sore opposite most both future short all two subtle house baby natural first total such new individual right brash little full one ...	Pop/R&B	house edm pop reggae rolling	87
2Pac	All Eyez on Me	1,996	9.4	famous previous screaming still time gold east more later its head her planned enough accused outside his towering expensive legal sleeping complex normal much written third grand poetic fast most top black two all first new golden dear one tender remarkable four maximum magnetic north psychological party half Tupac’s ...	Rap	tender world rolling	88
2Pac	Pac's Life	2,006	4.1	huge near young just still wax work thundering untouchable time live budget bubbly home grim pretty more latest long uncontainable quiet deep low digital his fit giggling same biggest fun unrepentant away pregnant inexplicable moving material drained well which meaningful another dead much even either best alive entire...	Rap	world remix rap rock tribute	89
2nd Grade	Hit to Hit	2,020	6.4	acoustic specific hard longer childlike home precise sugary more second its free deep earnest final his sweet old single breezy big which only even infinite internal soft bright cheeky creative most both noisy black two every baby house subdued easy vocal first new charming sleepy little instant west one open visual th...	Rock	folk world country romantic house jazz punk pop	90
31Knots	Talk Like Blood	2,005	7	huge thundering just detailed work time more fat desirable long its wheezing enough effective smart musical close static distracted pressurized much beginning high third known less wild spacious both life dominant all melodic industrial real sure down great little deformed sneaky opposing overwrought tight one twisted ...	Rock	metal polished spacious rock industrial emo	91
31Knots	The Curse of the Longest Day EP	2,004	8	just day untitled time appealing good great more second its ponderous enough available permanent central outside his digital longest big striking supple instrumental clear which normal even vital powerful high difficult stiff rambling plain resonant intense most small mixed two national responsible operatic obscure wai...	Rock	soundtrack gospel distorted syncopated punk cinematic	92
31Knots	The Days and Nights of Everything Anywhere	2,007	4	equal still day either just vicious telling savage more tragic long enough dogmatic daily concerned his same fifth big musical salted standard instrumental several clear which normal melodramatic much even common clever fast personal pleading social boring all two safe vocal first bearable ready lyrical full meaningles...	Rock	punk noise cabaret rock	93
31Knots	Worried Well	2,008	6	spotty inventive stuffed time very more cloudy its second eloquent loose better fit his righteous shaggy same popping big away pronounced worried winter well which much elaborate high genuine dismal fast most opposite jagged all worth baby similar diverse formidable consistent such monotonous technical down vigorous mo...	Rock	rock ambient soul swing punk pop emo breaks	94
38Kea	Seeds, Thy Divine Thresher	2,021	7.6	just specific still party qualified ironic original more far its relevant long quiet unruly concerned his eager contemporary satirical dark instrumental static neglected well contemplative raw even other both black life divine all consumable important heavy patient heinous such risky individual golden trying interested...	Rock / Rap	world harp rap noise dark rock distorted jazz raw electronic ambient glitchy	95
3D & the Holograms	3D & the Holograms	2,023	7	still day live time early very grim more lead later its restless toxic master fit his unintelligible same irate electric unable colorful nasty which only essential dramatic addictive other frayed minute fast most future two background red snarling driven goofy these rabid street mad splashy leather distant smashing gla...	Rock	techno world comic vintage punk electro	96
3MB feat. Magic Juan Atkins	3MB feat. Magic Juan Atkins	2,021	8	still steely home early far downtown basic later its second exact his cumbersome desolate influential familiar collaborative musical magical which only incompatible cross delicate magic unique rhythmic both black all two diverse similar industrial metallic forged abandoned first elegant fierce artful imported awkward l...	Electronic	techno bassline dub industrial electronic ambient electro	97
4 Hero	Creating Patterns	2,001	7	topical smoked favorite chicken ubiquitous hard time progressive far wide indulgent more good original latest head its enough wood better his same feeling content old musical away close which religious only much even infinite convincing other simple most kind lost two life eastern key all first new prepared convenient ...	Electronic	praise bassline soul	98
42 Dugg	Last Ones Left	2,022	7	young still tonal hard time more latest its enough free his same cold fun big amazing able adopted well which meditative whispering even best high joint other juvenile fast less both most two every life all scorching new south left brash driven exciting full one hot next last traditional inconsequential level complete ...	Rap	rap soul rising horrorcore	99

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Dataset Details (Card Organization by HuggingFace)

Dataset Description

This dataset contains synthetic natural-language music queries paired with albums, designed for fine-tuning contrastive and embedding-based retrieval models. Queries are generated from album reviews using curated adjective and music-descriptor vocabularies, enabling semantic alignment between descriptive text and musical works.

The dataset emphasizes mood, texture, and stylistic descriptors rather than only genre labels, making it suitable for music search, recommendation, and creative retrieval tasks.

Curated by: Maya Markus-Malone
Language(s) (NLP): English
License: CC BY-NC 2.0

Dataset Sources [optional]

Built off of: (https://huggingface.co/datasets/mattismegevand/pitchfork)

Uses

This dataset is intended for:

Fine-tuning contrastive / dual-encoder models
Music semantic search and retrieval
Album and artist recommendation systems
Query–item embedding alignment
Research on text-to-music representation learning

It is particularly well-suited for models trained with:

InfoNCE or similar contrastive losses
In-batch negatives
Dense retrieval architectures

Out-of-Scope Use

This dataset is not suitable for:

Audio signal modeling or music generation
Supervised classification tasks without modification
Commercial applications (due to non-commercial license)
Demographic or user-behavior analysis
Claims about listener preferences or popularity

Dataset Creation

Curation Rationale

The dataset was created to address the lack of high-quality query–item pairs for training music retrieval models. Human annotation at scale is expensive, and genre labels alone fail to capture the nuanced ways people describe music. By grounding synthetic queries in real album reviews, the dataset balances:

Scalability
Semantic accuracy
Expressive, user-like language

Source Data

The base album reviews were sourced from the Pitchfork dataset:https://huggingface.co/datasets/mattismegevand/pitchfork

Data Collection and Processing

Album reviews were ingested from the Pitchfork dataset.
Two auxiliary vocabularies (adjectives and music descriptors) were generated using ChatGPT.
Reviews were processed to extract relevant descriptor terms.
Natural-language queries for each album/review were synthetically generated by combining extracted descriptors.
The query/source album pair form contrastive training examples.
No scraping or personal data collection was performed.

Who are the source data producers?

The original reviews were written by Pitchfork contributors.

This dataset was built from the following: https://huggingface.co/datasets/mattismegevand/pitchfork

Annotations [optional]

No manual annotation was performed. All queries and descriptors were generated programmatically using large language models and rule-based filtering grounded in review text.

Personal and Sensitive Information

The dataset does not contain personal, sensitive, or private information. All content relates to publicly released music and professionally written album reviews.

Bias, Risks, and Limitations

The dataset reflects the editorial biases of Pitchfork reviews.
Language and descriptors may overrepresent Western indie and popular music.
Synthetic queries may lack the full diversity of real user search behavior.
Descriptors are text-based and do not reflect actual audio features.

Recommendations

Users should:

Avoid treating descriptors as objective musical truths
Be cautious when generalizing beyond Western music contexts
Consider augmenting with user-generated queries or audio features
Evaluate models on real-world retrieval benchmarks when possible

Dataset Card Authors [optional]

Maya Markus-Malone

Dataset Card Contact

mmarkusmalone@gmail.com

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