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3860f9c5__13___WKDU_Philadelphia_91_7FM__Artist
[Title] Carlotta Valdez [Album] Where Have All The Merrymakers Gone? [Artist]
Harvey Danger
[]
The Music of Sound on Wed 7/17/13 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/32088
36/1438042988308.23_20150728002308-00221-ip-10-236-191-2_268631152_0.json
3860f9c5__13___WKDU_Philadelphia_91_7FM__Artist
[Title] I Am Decided [Album] Pacer [Artist]
The Amps
[]
The Music of Sound on Wed 7/17/13 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/32088
36/1438042988308.23_20150728002308-00221-ip-10-236-191-2_268631152_0.json
3860f9c5__13___WKDU_Philadelphia_91_7FM__Artist
[Title] I Can Be A Jerk [Album] Rush To Relax [Artist]
Eddy Current Suppression Ring
[]
The Music of Sound on Wed 7/17/13 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/32088
36/1438042988308.23_20150728002308-00221-ip-10-236-191-2_268631152_0.json
3860f9c5__13___WKDU_Philadelphia_91_7FM__Artist
[Title] I Walk The Thinnest Line [Album] Death Rides A Pale Cow [Artist]
The Dead Milkmen
[]
The Music of Sound on Wed 7/17/13 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/32088
36/1438042988308.23_20150728002308-00221-ip-10-236-191-2_268631152_0.json
3860f9c5__13___WKDU_Philadelphia_91_7FM__Artist
[Title] Water Boy [Album] Jawbreaker [Artist]
Imperial Teen
[]
The Music of Sound on Wed 7/17/13 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/32088
36/1438042988308.23_20150728002308-00221-ip-10-236-191-2_268631152_0.json
3860f9c5__13___WKDU_Philadelphia_91_7FM__Artist
[Title] Hey Willy [Album] Dreams in the Rat House [New] ✔ [Artist]
Shannon & the Clams
[]
The Music of Sound on Wed 7/17/13 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/32088
36/1438042988308.23_20150728002308-00221-ip-10-236-191-2_268631152_0.json
3860f9c5__13___WKDU_Philadelphia_91_7FM__Artist
[Title] White Fright [Album] Bass Drum of Death [New] ✔ [Artist]
Bass Drum of Death
[]
The Music of Sound on Wed 7/17/13 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/32088
36/1438042988308.23_20150728002308-00221-ip-10-236-191-2_268631152_0.json
3860f9c5__13___WKDU_Philadelphia_91_7FM__Artist
[Title] January Twenty Something [Album] Eskimo Snow [Artist]
Why?
[]
The Music of Sound on Wed 7/17/13 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/32088
36/1438042988308.23_20150728002308-00221-ip-10-236-191-2_268631152_0.json
3860f9c5__13___WKDU_Philadelphia_91_7FM__Artist
[Title] Don't Call Me Whitney, Bobby [Artist]
Islands
[]
The Music of Sound on Wed 7/17/13 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/32088
36/1438042988308.23_20150728002308-00221-ip-10-236-191-2_268631152_0.json
3860f9c5__13___WKDU_Philadelphia_91_7FM__Artist
[Title] Never Follow Suit [Album] Clinging To A Scheme [Artist]
The Radio Dept.
[]
The Music of Sound on Wed 7/17/13 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/32088
36/1438042988308.23_20150728002308-00221-ip-10-236-191-2_268631152_0.json
3860f9c5__13___WKDU_Philadelphia_91_7FM__Artist
[Title] Miles Away [Album] Yeah Yeah Yeahs EP [Artist]
Yeah Yeah Yeahs
[]
The Music of Sound on Wed 7/17/13 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/32088
36/1438042988308.23_20150728002308-00221-ip-10-236-191-2_268631152_0.json
3860f9c5__13___WKDU_Philadelphia_91_7FM__Artist
[Title] Squeezing Blood [Album] Pythons [New] ✔ [Artist]
Surfer Blood
[]
The Music of Sound on Wed 7/17/13 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/32088
36/1438042988308.23_20150728002308-00221-ip-10-236-191-2_268631152_0.json
3860f9c5__13___WKDU_Philadelphia_91_7FM__Artist
[Title] Queen Of Hearts [Album] David Comes To Life [Artist]
Fucked Up
[]
The Music of Sound on Wed 7/17/13 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/32088
36/1438042988308.23_20150728002308-00221-ip-10-236-191-2_268631152_0.json
3860f9c5__13___WKDU_Philadelphia_91_7FM__Artist
[Title] Last Legs [Album] The Last Place [Artist]
Army Navy
[]
The Music of Sound on Wed 7/17/13 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/32088
36/1438042988308.23_20150728002308-00221-ip-10-236-191-2_268631152_0.json
3860f9c5__13___WKDU_Philadelphia_91_7FM__Artist
[Title] La La La Lisa [Artist]
Math And Physics Club
[]
The Music of Sound on Wed 7/17/13 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/32088
36/1438042988308.23_20150728002308-00221-ip-10-236-191-2_268631152_0.json
3860f9c5__13___WKDU_Philadelphia_91_7FM__Artist
[Title] Wasting Time [Album] Prism Eyes [Artist]
Reading Rainbow
[]
The Music of Sound on Wed 7/17/13 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/32088
36/1438042988308.23_20150728002308-00221-ip-10-236-191-2_268631152_0.json
3860f9c5__13___WKDU_Philadelphia_91_7FM__Artist
[Title] Dead Sound [Album] Lust Lust Lust [Artist]
The Raveonettes
[]
The Music of Sound on Wed 7/17/13 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/32088
36/1438042988308.23_20150728002308-00221-ip-10-236-191-2_268631152_0.json
3860f9c5__13___WKDU_Philadelphia_91_7FM__Artist
[Title] Debaser [Album] Doolittle [Artist]
The Pixies
[]
The Music of Sound on Wed 7/17/13 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/32088
36/1438042988308.23_20150728002308-00221-ip-10-236-191-2_268631152_0.json
d763ea28__09___WKDU_Philadelphia_91_7FM__Artist
[Title] False Jessi Part 2 [Album] King of Jeans [New] ✔ [Artist]
Pissed Jeans
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Bite My Shiny METAL Ass! on Sun 10/11/09 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/5166
36/1438042989443.69_20150728002309-00165-ip-10-236-191-2_252100547_0.json
d763ea28__09___WKDU_Philadelphia_91_7FM__Artist
[Title] On This Day Death [Album] Time Insults The Mind [New] ✔ [Artist]
Black Anvil
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Bite My Shiny METAL Ass! on Sun 10/11/09 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/5166
36/1438042989443.69_20150728002309-00165-ip-10-236-191-2_252100547_0.json
d763ea28__09___WKDU_Philadelphia_91_7FM__Artist
[Title] Slay or Sleep [Album] Deep In The Shallow End [New] ✔ [Artist]
Gray Ghost
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Bite My Shiny METAL Ass! on Sun 10/11/09 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/5166
36/1438042989443.69_20150728002309-00165-ip-10-236-191-2_252100547_0.json
d763ea28__09___WKDU_Philadelphia_91_7FM__Artist
[Title] Night Crawlers [Album] Black Eye Blues [New] ✔ [Artist]
Lewd Acts
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Bite My Shiny METAL Ass! on Sun 10/11/09 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/5166
36/1438042989443.69_20150728002309-00165-ip-10-236-191-2_252100547_0.json
d763ea28__09___WKDU_Philadelphia_91_7FM__Artist
[Title] Come Alive [Album] Darkness Come Alive [New] ✔ [Artist]
Doomriders
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Bite My Shiny METAL Ass! on Sun 10/11/09 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/5166
36/1438042989443.69_20150728002309-00165-ip-10-236-191-2_252100547_0.json
d763ea28__09___WKDU_Philadelphia_91_7FM__Artist
[Title] War [Album] Retribution [New] ✔ [Artist]
Shadows Fall
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Bite My Shiny METAL Ass! on Sun 10/11/09 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/5166
36/1438042989443.69_20150728002309-00165-ip-10-236-191-2_252100547_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Deerhunter [Title] Pensacola [New] ✔ [Album]
Monomania
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] The Black Angels [Title] Love Me Forever [New] ✔ [Album]
Indigo Meadow
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Guided By Voices [Title] Islands (She Talks In Rainbows) [New] ✔ [Album]
English Little League
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Liars [Title] His And Mine Sensations [Album]
WIXIW
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] ... And So I Watch You From Afar [Title] Eunoia [New] ✔ [Album]
All Hail Bright Futures
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Beach Fossils [Title] Sleep Apnea [New] ✔ [Album]
Clash the Truth
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Micachu & The Shapes [Title] Never [Album]
Never
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] mewithoutYou [Title] Fox's Dream Of The Log Flume [Album]
Ten Stories
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Bleeding Rainbow [Title] Cover the Sky [Album]
Yeah Right
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Caveman [Title] Chances [New] ✔ [Album]
Chances
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Tyvek [Title] Scaling [Album]
On Triple Beams
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Devendra Banhart [Title] Hatchet Wound [New] ✔ [Album]
Mala
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] A Place To Bury Strangers [Title] Alone [Album]
Worship
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Broadheds [Title] Young Love [New] ✔ [Album]
Broadheds
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Cheatahs [Title] Coared [New] ✔ [Album]
Extended Plays
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Ty Segall & Mikal Cronin [Title] Doctor Doctor [Album]
Reverse Shark Attack
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Ducktails [Title] Timothy Shy [New] ✔ [Album]
The Flower Lane
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] The Babies [Title] That Boy [Album]
Our House on the Hill
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Night Beds [Title] Even If We Try [New] ✔ [Album]
Country Life
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Empire! Empire! (I Was a Lonely Estate) [Title] If We Had Found You Any Later, You Would Have Drowned [Album]
Count Your Lucky Stars Sampler #4
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Annabel [Title] Decisions, Decisions [Album]
Count Your Lucky Stars Sampler #4
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Norwegian Arms [Title] EZ A LVR Goes West (Be Fruitful, Wear Less Clothing) [Album]
Wolf Like A Stray Dog
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Unknown Mortal Orchestra [Title] So Good At Being In Trouble [Album]
II
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] The Postal Service [Title] Brand New Colony [New] ✔ [Album]
Give Up (Deluxe 10th Anniversary Edition)
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] El Ten Eleven [Title] Transitions [Album]
Transitions
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Dowsing [Title] Amateur Cartography [Album]
Count Your Lucky Stars Sampler #4
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Wire [Title] Re-Invent Your Second Wheel [New] ✔ [Album]
Change Becomes Us
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] The Reptilian [Title] Bulls On Patrón [Album]
Count Your Lucky Stars Sampler #4
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Suuns [Title] Bambi [New] ✔ [Album]
Images Du Futur
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Girls Names [Title] The Olympia [New] ✔ [Album]
The Good Life
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Warren Franklin [Title] Bro Downs Know No Bounds [Album]
Count Your Lucky Stars Sampler #4
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] The Evens [Title] Broken Finger [Album]
The Odds
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Moving Mountains [Title] Cover the Roots / Lower the Stems [Album]
Count Your Lucky Stars Sampler #4
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Joie De Vivre [Title] Praise Song [Album]
Count Your Lucky Stars Sampler #4
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Youth Lagoon [Title] Mute [New] ✔ [Album]
Wondrous Bughouse
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
2e9239b5__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Kurt Vile [Title] Too Hard [New] ✔ [Album]
Wakin On A Pretty Daze
[]
Dissociative Identity on Thu 5/16/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31390
36/1438042988308.23_20150728002308-00090-ip-10-236-191-2_262380629_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Grizzly Bear [Title] Speak In Rounds [Album]
Shields
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Animal Collective [Title] Peacebone [Album]
Strawberry Jam
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Flaming Lips [Title] Buggin' [Album]
Soft Bulletin
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Youth Lagoon [Title] Attic Doctor [New] ✔ [Album]
Wondrous Bughouse
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Avi Buffalo [Title] Truth Sets In [Album]
Avi Buffalo
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Ruby Suns [Title] Adventure Tour [Album]
Sea Lion
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Devendra Banhart [Title] Mi Negrita [New] ✔ [Album]
Mala
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Unknown Mortal Orchestra [Title] From The Sun [New] ✔ [Album]
II
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Andrew Bird [Title] Oh No [Album]
Noble Beast
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Atlas Sound [Title] Sheila [Album]
Logos
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Caribou [Title] Melody Day [Album]
Andorra
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] of Montreal [Title] Vegan In Furs [Album]
Satanic Panic In The Attic
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Dr. Dog [Title] The Rabbit, The Bat & The Reindeer [Album]
Fate
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Calexico [Title] Writer's Minor Holiday [Album]
Carried To Dust
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Bearhug [Title] Rooftops/Dandruff [New] ✔ [Album]
Over Easy
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Pixies [Title] I Bleed [Album]
Doolittle
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Dump [Title] Formerly One-Eye [New] ✔ [Album]
Superpowerless
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Mountain Goats [Title] Fall of the Star High School Running Back [Album]
All Hail West Texas
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Man Man [Title] Werewolf (On The Hood Of Yer Heartbreak) [Album]
The Man In A Blue Turban With A Face
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Leonard Cohen [Title] Diamonds In The Mine [Album]
Songs of Love and Hate
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Tom Waits [Title] Dead & Lovely [Album]
Real Gone
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Nick Cave & the Bad Seeds [Title] Jubilee Street [New] ✔ [Album]
Push The Sky Away
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Birthday Party [Title] Cry [Album]
Prayers On Fire
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Pop. 1280 [Title] Burn The Worm [Album]
The Horror
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Liars [Title] Mr. You're On Fire Mr. [Album]
They Threw Us All In A Trench And Stuck A Monument On Top
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Lightning Bolt [Title] 13 Monsters [Album]
Ride The Skies
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Ty Segall & Mikal Cronin [Title] Drop Dead Baby [New] ✔ [Album]
Reverse Shark Attack
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Harlem [Title] Irresistable [Album]
Free Drugs
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Swearin' [Title] Kill Em With Kindness [New] ✔ [Album]
Swearin'
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Waxahatchee [Title] Coast To Coast [New] ✔ [Album]
Cerulean Salt
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
531a9449__13___WKDU_Philadelphia_91_7FM__Album
[Artist] Restorations [Title] Kind Of Comfort [New] ✔ [Album]
LP2
[]
Downtown Paul Brown on Wed 4/10/13 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/31129
36/1438042988308.23_20150728002308-00018-ip-10-236-191-2_263436793_0.json
20b15c94__09___WKDU_Philadelphia_91_7FM__Album
[Artist] Pissed Jeans [Title] False Jessi Part 2 [New] ✔ [Album]
King of Jeans
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Bite My Shiny METAL Ass! on Sun 10/11/09 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/5166
36/1438042989443.69_20150728002309-00165-ip-10-236-191-2_252100547_0.json
20b15c94__09___WKDU_Philadelphia_91_7FM__Album
[Artist] Black Anvil [Title] On This Day Death [New] ✔ [Album]
Time Insults The Mind
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Bite My Shiny METAL Ass! on Sun 10/11/09 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/5166
36/1438042989443.69_20150728002309-00165-ip-10-236-191-2_252100547_0.json
20b15c94__09___WKDU_Philadelphia_91_7FM__Album
[Artist] Gray Ghost [Title] Slay or Sleep [New] ✔ [Album]
Deep In The Shallow End
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Bite My Shiny METAL Ass! on Sun 10/11/09 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/5166
36/1438042989443.69_20150728002309-00165-ip-10-236-191-2_252100547_0.json
20b15c94__09___WKDU_Philadelphia_91_7FM__Album
[Artist] Lewd Acts [Title] Night Crawlers [New] ✔ [Album]
Black Eye Blues
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Bite My Shiny METAL Ass! on Sun 10/11/09 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/5166
36/1438042989443.69_20150728002309-00165-ip-10-236-191-2_252100547_0.json
20b15c94__09___WKDU_Philadelphia_91_7FM__Album
[Artist] Doomriders [Title] Come Alive [New] ✔ [Album]
Darkness Come Alive
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Bite My Shiny METAL Ass! on Sun 10/11/09 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/5166
36/1438042989443.69_20150728002309-00165-ip-10-236-191-2_252100547_0.json
20b15c94__09___WKDU_Philadelphia_91_7FM__Album
[Artist] Shadows Fall [Title] War [New] ✔ [Album]
Retribution
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Bite My Shiny METAL Ass! on Sun 10/11/09 | WKDU Philadelphia 91.7FM
Album
http://wkdu.org/playlist/5166
36/1438042989443.69_20150728002309-00165-ip-10-236-191-2_252100547_0.json
cdb2bd3f__10___WKDU_Philadelphia_91_7FM__Artist
[Title] Colossus [Album] Earthly Delights [New] ✔ [Artist]
Lightning Bolt
[]
Talk of the Town on Mon 1/11/10 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/7378
36/1438042989443.69_20150728002309-00305-ip-10-236-191-2_263064825_0.json
cdb2bd3f__10___WKDU_Philadelphia_91_7FM__Artist
[Title] Too Modern World [Artist]
Signals
[]
Talk of the Town on Mon 1/11/10 | WKDU Philadelphia 91.7FM
Artist
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Talk of the Town on Mon 1/11/10 | WKDU Philadelphia 91.7FM
Artist
http://wkdu.org/playlist/7378
36/1438042989443.69_20150728002309-00305-ip-10-236-191-2_263064825_0.json

Dataset Card for "UnpredicTable-wkdu-org" - Dataset of Few-shot Tasks from Tables

Dataset Summary

The UnpredicTable dataset consists of web tables formatted as few-shot tasks for fine-tuning language models to improve their few-shot performance.

There are several dataset versions available:

Supported Tasks and Leaderboards

Since the tables come from the web, the distribution of tasks and topics is very broad. The shape of our dataset is very wide, i.e., we have 1000's of tasks, while each task has only a few examples, compared to most current NLP datasets which are very deep, i.e., 10s of tasks with many examples. This implies that our dataset covers a broad range of potential tasks, e.g., multiple-choice, question-answering, table-question-answering, text-classification, etc.

The intended use of this dataset is to improve few-shot performance by fine-tuning/pre-training on our dataset.

Languages

English

Dataset Structure

Data Instances

Each task is represented as a jsonline file and consists of several few-shot examples. Each example is a dictionary containing a field 'task', which identifies the task, followed by an 'input', 'options', and 'output' field. The 'input' field contains several column elements of the same row in the table, while the 'output' field is a target which represents an individual column of the same row. Each task contains several such examples which can be concatenated as a few-shot task. In the case of multiple choice classification, the 'options' field contains the possible classes that a model needs to choose from.

There are also additional meta-data fields such as 'pageTitle', 'title', 'outputColName', 'url', 'wdcFile'.

Data Fields

'task': task identifier

'input': column elements of a specific row in the table.

'options': for multiple choice classification, it provides the options to choose from.

'output': target column element of the same row as input.

'pageTitle': the title of the page containing the table.

'outputColName': output column name

'url': url to the website containing the table

'wdcFile': WDC Web Table Corpus file

Data Splits

The UnpredicTable datasets do not come with additional data splits.

Dataset Creation

Curation Rationale

Few-shot training on multi-task datasets has been demonstrated to improve language models' few-shot learning (FSL) performance on new tasks, but it is unclear which training tasks lead to effective downstream task adaptation. Few-shot learning datasets are typically produced with expensive human curation, limiting the scale and diversity of the training tasks available to study. As an alternative source of few-shot data, we automatically extract 413,299 tasks from diverse internet tables. We provide this as a research resource to investigate the relationship between training data and few-shot learning.

Source Data

Initial Data Collection and Normalization

We use internet tables from the English-language Relational Subset of the WDC Web Table Corpus 2015 (WTC). The WTC dataset tables were extracted from the July 2015 Common Crawl web corpus (http://webdatacommons.org/webtables/2015/EnglishStatistics.html). The dataset contains 50,820,165 tables from 323,160 web domains. We then convert the tables into few-shot learning tasks. Please see our publication for more details on the data collection and conversion pipeline.

Who are the source language producers?

The dataset is extracted from WDC Web Table Corpora.

Annotations

Annotation process

Manual annotation was only carried out for the UnpredicTable-rated-low, UnpredicTable-rated-medium, and UnpredicTable-rated-high data subsets to rate task quality. Detailed instructions of the annotation instructions can be found in our publication.

Who are the annotators?

Annotations were carried out by a lab assistant.

Personal and Sensitive Information

The data was extracted from WDC Web Table Corpora, which in turn extracted tables from the Common Crawl. We did not filter the data in any way. Thus any user identities or otherwise sensitive information (e.g., data that reveals racial or ethnic origins, sexual orientations, religious beliefs, political opinions or union memberships, or locations; financial or health data; biometric or genetic data; forms of government identification, such as social security numbers; criminal history, etc.) might be contained in our dataset.

Considerations for Using the Data

Social Impact of Dataset

This dataset is intended for use as a research resource to investigate the relationship between training data and few-shot learning. As such, it contains high- and low-quality data, as well as diverse content that may be untruthful or inappropriate. Without careful investigation, it should not be used for training models that will be deployed for use in decision-critical or user-facing situations.

Discussion of Biases

Since our dataset contains tables that are scraped from the web, it will also contain many toxic, racist, sexist, and otherwise harmful biases and texts. We have not run any analysis on the biases prevalent in our datasets. Neither have we explicitly filtered the content. This implies that a model trained on our dataset may potentially reflect harmful biases and toxic text that exist in our dataset.

Other Known Limitations

No additional known limitations.

Additional Information

Dataset Curators

Jun Shern Chan, Michael Pieler, Jonathan Jao, Jérémy Scheurer, Ethan Perez

Licensing Information

Apache 2.0

Citation Information

@misc{chan2022few,
  author = {Chan, Jun Shern and Pieler, Michael and Jao, Jonathan and Scheurer, Jérémy and Perez, Ethan},
  title = {Few-shot Adaptation Works with UnpredicTable Data},
  publisher={arXiv},
  year = {2022},
  url = {https://arxiv.org/abs/2208.01009}
}
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