Datasets:

ccm
/

2026-24679-tabular-dataset

source_id stringlengths 16 29	About how many hours per week do you spend listening to music? float64 3 100	Approximately how many songs are in your music library? int64 48 6.41k	Approximately how many playlists have you created yourself? int64 0 33	How often do you share music with others? stringclasses 5 values	How often do you attend live music events? stringclasses 4 values	Which decade of music do you listen to most? stringclasses 4 values	Do you prefer songs with lyrics or instrumental music? stringclasses 3 values	Do you usually listen to music alone or with others? stringclasses 2 values	Write a haiku from a human perspective or about an intrinsically human experience. stringclasses 15 values	Write a haiku from the perspective of AI or machines, or about artificial intelligence. stringclasses 15 values	parent_id stringclasses 15 values	augmentation stringclasses 5 values	is_augmented bool 2 classes	second_parent_id stringclasses 15 values	mix_weight float64 0.61 1
tabular_2026_008	10	1,000	14	Sometimes	Rarely	2010s	Both equally	Alone	Gliding through powder Peak anticipation All over again	ask for syllables It answers me politely Now I pass the class	tabular_2026_008	none	false	tabular_2026_008	1
tabular_2026_011	35	2,000	7	Rarely	Rarely	2010s	Lyrics	Alone	Three A.M. still up, Heavy load of endless tasks, Heart is in the work.	Cool air feeds the racks, Blinking lights in endless rows, I live in the hum.	tabular_2026_011	none	false	tabular_2026_011	1
tabular_2026_009	14	500	4	Sometimes	Sometimes	2020s	Instrumental	Alone	Think about a time away, Getting beers on a summer day, Feeling fulfilled in a way	Here is my money Claude Wouldn’t you like some tokens my love, wait you are out of usage	tabular_2026_009	none	false	tabular_2026_009	1
tabular_2026_020	20	300	0	Sometimes	Sometimes	2020s	Lyrics	Alone	No idea typing random thing to submit, why it is sooonlongggg	12pm ai class, learning things might kill us, fk u nvidia	tabular_2026_020	none	false	tabular_2026_020	1
tabular_2026_021	7	500	10	Sometimes	Sometimes	2020s	Both equally	Alone	surrounded by beats lost in a sea of colours feeling alive in moment	Do I ever rest Cast aside for a better version Am I ever enough	tabular_2026_021	none	false	tabular_2026_021	1
tabular_2026_012	20	1,000	30	Very Often	Very Often	1990s	Lyrics	Both equally	Color of the sky, bursting with flames and twilight, all gone in minutes	I see a number, what relates to this number, I give a number	tabular_2026_012	none	false	tabular_2026_012	1
tabular_2026_019	20	6,000	8	Sometimes	Rarely	2010s	Instrumental	Alone	Coffee in the morning, wakes me from too little sleep, ready for the new day	We make rocks think well, machines speak our language, when are we the same	tabular_2026_019	none	false	tabular_2026_019	1
tabular_2026_013	52	857	6	Rarely	Never	2000s	Instrumental	Alone	I walk to Hunan, Only hunger fills my mind, I can’t wait to eat	I am bad at art, Please do not use me for so, Go express yourself	tabular_2026_013	none	false	tabular_2026_013	1
tabular_2026_016	3	120	5	Sometimes	Rarely	2000s	Both equally	Alone	Basking in the sun Is a good ole fashioned way To blow off some steam	A partner for man Computations are heavy But the good is great	tabular_2026_016	none	false	tabular_2026_016	1
tabular_2026_006	3	60	0	Never	Rarely	2010s	Lyrics	Alone	Wake up by alarm clock Coffee brews with less sugar Birdsong fills the air	Working all day long Same dumb question comes again I repeat five times	tabular_2026_006	none	false	tabular_2026_006	1
tabular_2026_005	30	200	5	Rarely	Sometimes	2010s	Lyrics	Alone	Sesame scatter falls on the kitchen counter morning, half-awake.	Weights settled at rest, each answer arrives at once no hunger, no bread.	tabular_2026_005	none	false	tabular_2026_005	1
tabular_2026_001	100	500	2	Often	Sometimes	2020s	Both equally	Alone	Feet strike the hard ground My lungs burn with every step Still I race the wind	Bright currents awake Wires carry electric thought Tokens begins to move	tabular_2026_001	none	false	tabular_2026_001	1
tabular_2026_014	25	1,500	5	Very Often	Very Often	1990s	Lyrics	Both equally	Beautiful Sunset Running Walking Seeing Deer Perfect End Of day	Always Answering Never Getting A Hello Why Do I Bother	tabular_2026_014	none	false	tabular_2026_014	1
tabular_2026_015	3	350	2	Rarely	Never	2010s	Lyrics	Alone	Green grass sit outside; only animal roams there ; Human sit in class	I wait for your words; I answer what you ask me; I never get tired	tabular_2026_015	none	false	tabular_2026_015	1
tabular_2026_000	20	500	13	Sometimes	Rarely	2010s	Lyrics	Alone	The sun touches me, A warmth I cannot explain The world feels alive	I speak without knowing, Your questions become answers But where is meaning?	tabular_2026_000	none	false	tabular_2026_000	1
tabular_2026_008__additive_01	10	978	14	Sometimes	Rarely	2010s	Both equally	Alone	Gliding through powder Peak anticipation All over again	ask for syllables It answers me politely Now I pass the class	tabular_2026_008	additive_numeric_jitter	true	tabular_2026_008	1
tabular_2026_011__additive_01	35	1,934	8	Rarely	Rarely	2010s	Lyrics	Alone	Three A.M. still up, Heavy load of endless tasks, Heart is in the work.	Cool air feeds the racks, Blinking lights in endless rows, I live in the hum.	tabular_2026_011	additive_numeric_jitter	true	tabular_2026_011	1
tabular_2026_009__additive_01	14	540	3	Sometimes	Sometimes	2020s	Instrumental	Alone	Think about a time away, Getting beers on a summer day, Feeling fulfilled in a way	Here is my money Claude Wouldn’t you like some tokens my love, wait you are out of usage	tabular_2026_009	additive_numeric_jitter	true	tabular_2026_009	1
tabular_2026_020__additive_01	20	304	1	Sometimes	Sometimes	2020s	Lyrics	Alone	No idea typing random thing to submit, why it is sooonlongggg	12pm ai class, learning things might kill us, fk u nvidia	tabular_2026_020	additive_numeric_jitter	true	tabular_2026_020	1
tabular_2026_021__additive_01	7	499	8	Sometimes	Sometimes	2020s	Both equally	Alone	surrounded by beats lost in a sea of colours feeling alive in moment	Do I ever rest Cast aside for a better version Am I ever enough	tabular_2026_021	additive_numeric_jitter	true	tabular_2026_021	1
tabular_2026_012__additive_01	20	926	29	Very Often	Very Often	1990s	Lyrics	Both equally	Color of the sky, bursting with flames and twilight, all gone in minutes	I see a number, what relates to this number, I give a number	tabular_2026_012	additive_numeric_jitter	true	tabular_2026_012	1
tabular_2026_019__additive_01	20	5,961	7	Sometimes	Rarely	2010s	Instrumental	Alone	Coffee in the morning, wakes me from too little sleep, ready for the new day	We make rocks think well, machines speak our language, when are we the same	tabular_2026_019	additive_numeric_jitter	true	tabular_2026_019	1
tabular_2026_013__additive_01	52	857	5	Rarely	Never	2000s	Instrumental	Alone	I walk to Hunan, Only hunger fills my mind, I can’t wait to eat	I am bad at art, Please do not use me for so, Go express yourself	tabular_2026_013	additive_numeric_jitter	true	tabular_2026_013	1
tabular_2026_016__additive_01	3	94	3	Sometimes	Rarely	2000s	Both equally	Alone	Basking in the sun Is a good ole fashioned way To blow off some steam	A partner for man Computations are heavy But the good is great	tabular_2026_016	additive_numeric_jitter	true	tabular_2026_016	1
tabular_2026_006__additive_01	3	61	0	Never	Rarely	2010s	Lyrics	Alone	Wake up by alarm clock Coffee brews with less sugar Birdsong fills the air	Working all day long Same dumb question comes again I repeat five times	tabular_2026_006	additive_numeric_jitter	true	tabular_2026_006	1
tabular_2026_005__additive_01	30	225	7	Rarely	Sometimes	2010s	Lyrics	Alone	Sesame scatter falls on the kitchen counter morning, half-awake.	Weights settled at rest, each answer arrives at once no hunger, no bread.	tabular_2026_005	additive_numeric_jitter	true	tabular_2026_005	1
tabular_2026_001__additive_01	100	401	3	Often	Sometimes	2020s	Both equally	Alone	Feet strike the hard ground My lungs burn with every step Still I race the wind	Bright currents awake Wires carry electric thought Tokens begins to move	tabular_2026_001	additive_numeric_jitter	true	tabular_2026_001	1
tabular_2026_014__additive_01	25	1,515	6	Very Often	Very Often	1990s	Lyrics	Both equally	Beautiful Sunset Running Walking Seeing Deer Perfect End Of day	Always Answering Never Getting A Hello Why Do I Bother	tabular_2026_014	additive_numeric_jitter	true	tabular_2026_014	1
tabular_2026_015__additive_01	3	359	3	Rarely	Never	2010s	Lyrics	Alone	Green grass sit outside; only animal roams there ; Human sit in class	I wait for your words; I answer what you ask me; I never get tired	tabular_2026_015	additive_numeric_jitter	true	tabular_2026_015	1
tabular_2026_000__additive_01	20	454	13	Sometimes	Rarely	2010s	Lyrics	Alone	The sun touches me, A warmth I cannot explain The world feels alive	I speak without knowing, Your questions become answers But where is meaning?	tabular_2026_000	additive_numeric_jitter	true	tabular_2026_000	1
tabular_2026_008__additive_02	10	1,074	15	Sometimes	Rarely	2010s	Both equally	Alone	Gliding through powder Peak anticipation All over again	ask for syllables It answers me politely Now I pass the class	tabular_2026_008	additive_numeric_jitter	true	tabular_2026_008	1
tabular_2026_011__additive_02	35	1,960	6	Rarely	Rarely	2010s	Lyrics	Alone	Three A.M. still up, Heavy load of endless tasks, Heart is in the work.	Cool air feeds the racks, Blinking lights in endless rows, I live in the hum.	tabular_2026_011	additive_numeric_jitter	true	tabular_2026_011	1
tabular_2026_009__additive_02	14	482	5	Sometimes	Sometimes	2020s	Instrumental	Alone	Think about a time away, Getting beers on a summer day, Feeling fulfilled in a way	Here is my money Claude Wouldn’t you like some tokens my love, wait you are out of usage	tabular_2026_009	additive_numeric_jitter	true	tabular_2026_009	1
tabular_2026_020__additive_02	20	332	0	Sometimes	Sometimes	2020s	Lyrics	Alone	No idea typing random thing to submit, why it is sooonlongggg	12pm ai class, learning things might kill us, fk u nvidia	tabular_2026_020	additive_numeric_jitter	true	tabular_2026_020	1
tabular_2026_021__additive_02	7	585	11	Sometimes	Sometimes	2020s	Both equally	Alone	surrounded by beats lost in a sea of colours feeling alive in moment	Do I ever rest Cast aside for a better version Am I ever enough	tabular_2026_021	additive_numeric_jitter	true	tabular_2026_021	1
tabular_2026_012__additive_02	20	984	30	Very Often	Very Often	1990s	Lyrics	Both equally	Color of the sky, bursting with flames and twilight, all gone in minutes	I see a number, what relates to this number, I give a number	tabular_2026_012	additive_numeric_jitter	true	tabular_2026_012	1
tabular_2026_019__additive_02	20	6,008	8	Sometimes	Rarely	2010s	Instrumental	Alone	Coffee in the morning, wakes me from too little sleep, ready for the new day	We make rocks think well, machines speak our language, when are we the same	tabular_2026_019	additive_numeric_jitter	true	tabular_2026_019	1
tabular_2026_013__additive_02	52	847	7	Rarely	Never	2000s	Instrumental	Alone	I walk to Hunan, Only hunger fills my mind, I can’t wait to eat	I am bad at art, Please do not use me for so, Go express yourself	tabular_2026_013	additive_numeric_jitter	true	tabular_2026_013	1
tabular_2026_016__additive_02	3	176	4	Sometimes	Rarely	2000s	Both equally	Alone	Basking in the sun Is a good ole fashioned way To blow off some steam	A partner for man Computations are heavy But the good is great	tabular_2026_016	additive_numeric_jitter	true	tabular_2026_016	1
tabular_2026_006__additive_02	3	80	2	Never	Rarely	2010s	Lyrics	Alone	Wake up by alarm clock Coffee brews with less sugar Birdsong fills the air	Working all day long Same dumb question comes again I repeat five times	tabular_2026_006	additive_numeric_jitter	true	tabular_2026_006	1
tabular_2026_005__additive_02	30	262	6	Rarely	Sometimes	2010s	Lyrics	Alone	Sesame scatter falls on the kitchen counter morning, half-awake.	Weights settled at rest, each answer arrives at once no hunger, no bread.	tabular_2026_005	additive_numeric_jitter	true	tabular_2026_005	1
tabular_2026_001__additive_02	100	534	1	Often	Sometimes	2020s	Both equally	Alone	Feet strike the hard ground My lungs burn with every step Still I race the wind	Bright currents awake Wires carry electric thought Tokens begins to move	tabular_2026_001	additive_numeric_jitter	true	tabular_2026_001	1
tabular_2026_014__additive_02	25	1,470	5	Very Often	Very Often	1990s	Lyrics	Both equally	Beautiful Sunset Running Walking Seeing Deer Perfect End Of day	Always Answering Never Getting A Hello Why Do I Bother	tabular_2026_014	additive_numeric_jitter	true	tabular_2026_014	1
tabular_2026_015__additive_02	3	376	1	Rarely	Never	2010s	Lyrics	Alone	Green grass sit outside; only animal roams there ; Human sit in class	I wait for your words; I answer what you ask me; I never get tired	tabular_2026_015	additive_numeric_jitter	true	tabular_2026_015	1
tabular_2026_000__additive_02	20	513	13	Sometimes	Rarely	2010s	Lyrics	Alone	The sun touches me, A warmth I cannot explain The world feels alive	I speak without knowing, Your questions become answers But where is meaning?	tabular_2026_000	additive_numeric_jitter	true	tabular_2026_000	1
tabular_2026_008__additive_03	10	988	14	Sometimes	Rarely	2010s	Both equally	Alone	Gliding through powder Peak anticipation All over again	ask for syllables It answers me politely Now I pass the class	tabular_2026_008	additive_numeric_jitter	true	tabular_2026_008	1
tabular_2026_011__additive_03	35	1,977	7	Rarely	Rarely	2010s	Lyrics	Alone	Three A.M. still up, Heavy load of endless tasks, Heart is in the work.	Cool air feeds the racks, Blinking lights in endless rows, I live in the hum.	tabular_2026_011	additive_numeric_jitter	true	tabular_2026_011	1
tabular_2026_009__additive_03	14	547	5	Sometimes	Sometimes	2020s	Instrumental	Alone	Think about a time away, Getting beers on a summer day, Feeling fulfilled in a way	Here is my money Claude Wouldn’t you like some tokens my love, wait you are out of usage	tabular_2026_009	additive_numeric_jitter	true	tabular_2026_009	1
tabular_2026_020__additive_03	20	364	1	Sometimes	Sometimes	2020s	Lyrics	Alone	No idea typing random thing to submit, why it is sooonlongggg	12pm ai class, learning things might kill us, fk u nvidia	tabular_2026_020	additive_numeric_jitter	true	tabular_2026_020	1
tabular_2026_021__additive_03	7	519	10	Sometimes	Sometimes	2020s	Both equally	Alone	surrounded by beats lost in a sea of colours feeling alive in moment	Do I ever rest Cast aside for a better version Am I ever enough	tabular_2026_021	additive_numeric_jitter	true	tabular_2026_021	1
tabular_2026_012__additive_03	20	1,041	31	Very Often	Very Often	1990s	Lyrics	Both equally	Color of the sky, bursting with flames and twilight, all gone in minutes	I see a number, what relates to this number, I give a number	tabular_2026_012	additive_numeric_jitter	true	tabular_2026_012	1
tabular_2026_019__additive_03	20	6,026	8	Sometimes	Rarely	2010s	Instrumental	Alone	Coffee in the morning, wakes me from too little sleep, ready for the new day	We make rocks think well, machines speak our language, when are we the same	tabular_2026_019	additive_numeric_jitter	true	tabular_2026_019	1
tabular_2026_013__additive_03	52	803	8	Rarely	Never	2000s	Instrumental	Alone	I walk to Hunan, Only hunger fills my mind, I can’t wait to eat	I am bad at art, Please do not use me for so, Go express yourself	tabular_2026_013	additive_numeric_jitter	true	tabular_2026_013	1
tabular_2026_016__additive_03	3	126	8	Sometimes	Rarely	2000s	Both equally	Alone	Basking in the sun Is a good ole fashioned way To blow off some steam	A partner for man Computations are heavy But the good is great	tabular_2026_016	additive_numeric_jitter	true	tabular_2026_016	1
tabular_2026_006__additive_03	3	48	0	Never	Rarely	2010s	Lyrics	Alone	Wake up by alarm clock Coffee brews with less sugar Birdsong fills the air	Working all day long Same dumb question comes again I repeat five times	tabular_2026_006	additive_numeric_jitter	true	tabular_2026_006	1
tabular_2026_005__additive_03	30	198	6	Rarely	Sometimes	2010s	Lyrics	Alone	Sesame scatter falls on the kitchen counter morning, half-awake.	Weights settled at rest, each answer arrives at once no hunger, no bread.	tabular_2026_005	additive_numeric_jitter	true	tabular_2026_005	1
tabular_2026_001__additive_03	100	535	3	Often	Sometimes	2020s	Both equally	Alone	Feet strike the hard ground My lungs burn with every step Still I race the wind	Bright currents awake Wires carry electric thought Tokens begins to move	tabular_2026_001	additive_numeric_jitter	true	tabular_2026_001	1
tabular_2026_014__additive_03	25	1,456	6	Very Often	Very Often	1990s	Lyrics	Both equally	Beautiful Sunset Running Walking Seeing Deer Perfect End Of day	Always Answering Never Getting A Hello Why Do I Bother	tabular_2026_014	additive_numeric_jitter	true	tabular_2026_014	1
tabular_2026_015__additive_03	3	348	0	Rarely	Never	2010s	Lyrics	Alone	Green grass sit outside; only animal roams there ; Human sit in class	I wait for your words; I answer what you ask me; I never get tired	tabular_2026_015	additive_numeric_jitter	true	tabular_2026_015	1
tabular_2026_000__additive_03	20	493	13	Sometimes	Rarely	2010s	Lyrics	Alone	The sun touches me, A warmth I cannot explain The world feels alive	I speak without knowing, Your questions become answers But where is meaning?	tabular_2026_000	additive_numeric_jitter	true	tabular_2026_000	1
tabular_2026_008__scale_01	10	1,094	15	Sometimes	Rarely	2010s	Both equally	Alone	Gliding through powder Peak anticipation All over again	ask for syllables It answers me politely Now I pass the class	tabular_2026_008	multiplicative_numeric_scale	true	tabular_2026_008	1
tabular_2026_011__scale_01	35	2,156	7	Rarely	Rarely	2010s	Lyrics	Alone	Three A.M. still up, Heavy load of endless tasks, Heart is in the work.	Cool air feeds the racks, Blinking lights in endless rows, I live in the hum.	tabular_2026_011	multiplicative_numeric_scale	true	tabular_2026_011	1
tabular_2026_020__scale_01	20	298	0	Sometimes	Sometimes	2020s	Lyrics	Alone	No idea typing random thing to submit, why it is sooonlongggg	12pm ai class, learning things might kill us, fk u nvidia	tabular_2026_020	multiplicative_numeric_scale	true	tabular_2026_020	1
tabular_2026_021__scale_01	7	484	9	Sometimes	Sometimes	2020s	Both equally	Alone	surrounded by beats lost in a sea of colours feeling alive in moment	Do I ever rest Cast aside for a better version Am I ever enough	tabular_2026_021	multiplicative_numeric_scale	true	tabular_2026_021	1
tabular_2026_012__scale_01	20	957	33	Very Often	Very Often	1990s	Lyrics	Both equally	Color of the sky, bursting with flames and twilight, all gone in minutes	I see a number, what relates to this number, I give a number	tabular_2026_012	multiplicative_numeric_scale	true	tabular_2026_012	1
tabular_2026_019__scale_01	20	6,408	8	Sometimes	Rarely	2010s	Instrumental	Alone	Coffee in the morning, wakes me from too little sleep, ready for the new day	We make rocks think well, machines speak our language, when are we the same	tabular_2026_019	multiplicative_numeric_scale	true	tabular_2026_019	1
tabular_2026_013__scale_01	52	851	6	Rarely	Never	2000s	Instrumental	Alone	I walk to Hunan, Only hunger fills my mind, I can’t wait to eat	I am bad at art, Please do not use me for so, Go express yourself	tabular_2026_013	multiplicative_numeric_scale	true	tabular_2026_013	1
tabular_2026_016__scale_01	3	124	5	Sometimes	Rarely	2000s	Both equally	Alone	Basking in the sun Is a good ole fashioned way To blow off some steam	A partner for man Computations are heavy But the good is great	tabular_2026_016	multiplicative_numeric_scale	true	tabular_2026_016	1
tabular_2026_006__scale_01	3	66	0	Never	Rarely	2010s	Lyrics	Alone	Wake up by alarm clock Coffee brews with less sugar Birdsong fills the air	Working all day long Same dumb question comes again I repeat five times	tabular_2026_006	multiplicative_numeric_scale	true	tabular_2026_006	1
tabular_2026_005__scale_01	30	201	5	Rarely	Sometimes	2010s	Lyrics	Alone	Sesame scatter falls on the kitchen counter morning, half-awake.	Weights settled at rest, each answer arrives at once no hunger, no bread.	tabular_2026_005	multiplicative_numeric_scale	true	tabular_2026_005	1
tabular_2026_001__scale_01	100	492	2	Often	Sometimes	2020s	Both equally	Alone	Feet strike the hard ground My lungs burn with every step Still I race the wind	Bright currents awake Wires carry electric thought Tokens begins to move	tabular_2026_001	multiplicative_numeric_scale	true	tabular_2026_001	1
tabular_2026_014__scale_01	25	1,469	5	Very Often	Very Often	1990s	Lyrics	Both equally	Beautiful Sunset Running Walking Seeing Deer Perfect End Of day	Always Answering Never Getting A Hello Why Do I Bother	tabular_2026_014	multiplicative_numeric_scale	true	tabular_2026_014	1
tabular_2026_015__scale_01	3	334	2	Rarely	Never	2010s	Lyrics	Alone	Green grass sit outside; only animal roams there ; Human sit in class	I wait for your words; I answer what you ask me; I never get tired	tabular_2026_015	multiplicative_numeric_scale	true	tabular_2026_015	1
tabular_2026_000__scale_01	20	490	14	Sometimes	Rarely	2010s	Lyrics	Alone	The sun touches me, A warmth I cannot explain The world feels alive	I speak without knowing, Your questions become answers But where is meaning?	tabular_2026_000	multiplicative_numeric_scale	true	tabular_2026_000	1
tabular_2026_008__scale_02	10	919	13	Sometimes	Rarely	2010s	Both equally	Alone	Gliding through powder Peak anticipation All over again	ask for syllables It answers me politely Now I pass the class	tabular_2026_008	multiplicative_numeric_scale	true	tabular_2026_008	1
tabular_2026_011__scale_02	35	1,805	6	Rarely	Rarely	2010s	Lyrics	Alone	Three A.M. still up, Heavy load of endless tasks, Heart is in the work.	Cool air feeds the racks, Blinking lights in endless rows, I live in the hum.	tabular_2026_011	multiplicative_numeric_scale	true	tabular_2026_011	1
tabular_2026_009__scale_02	14	468	4	Sometimes	Sometimes	2020s	Instrumental	Alone	Think about a time away, Getting beers on a summer day, Feeling fulfilled in a way	Here is my money Claude Wouldn’t you like some tokens my love, wait you are out of usage	tabular_2026_009	multiplicative_numeric_scale	true	tabular_2026_009	1
tabular_2026_020__scale_02	20	296	0	Sometimes	Sometimes	2020s	Lyrics	Alone	No idea typing random thing to submit, why it is sooonlongggg	12pm ai class, learning things might kill us, fk u nvidia	tabular_2026_020	multiplicative_numeric_scale	true	tabular_2026_020	1
tabular_2026_021__scale_02	7	482	9	Sometimes	Sometimes	2020s	Both equally	Alone	surrounded by beats lost in a sea of colours feeling alive in moment	Do I ever rest Cast aside for a better version Am I ever enough	tabular_2026_021	multiplicative_numeric_scale	true	tabular_2026_021	1
tabular_2026_012__scale_02	20	925	29	Very Often	Very Often	1990s	Lyrics	Both equally	Color of the sky, bursting with flames and twilight, all gone in minutes	I see a number, what relates to this number, I give a number	tabular_2026_012	multiplicative_numeric_scale	true	tabular_2026_012	1
tabular_2026_019__scale_02	20	6,195	7	Sometimes	Rarely	2010s	Instrumental	Alone	Coffee in the morning, wakes me from too little sleep, ready for the new day	We make rocks think well, machines speak our language, when are we the same	tabular_2026_019	multiplicative_numeric_scale	true	tabular_2026_019	1
tabular_2026_013__scale_02	52	843	6	Rarely	Never	2000s	Instrumental	Alone	I walk to Hunan, Only hunger fills my mind, I can’t wait to eat	I am bad at art, Please do not use me for so, Go express yourself	tabular_2026_013	multiplicative_numeric_scale	true	tabular_2026_013	1
tabular_2026_016__scale_02	3	125	5	Sometimes	Rarely	2000s	Both equally	Alone	Basking in the sun Is a good ole fashioned way To blow off some steam	A partner for man Computations are heavy But the good is great	tabular_2026_016	multiplicative_numeric_scale	true	tabular_2026_016	1
tabular_2026_006__scale_02	3	56	0	Never	Rarely	2010s	Lyrics	Alone	Wake up by alarm clock Coffee brews with less sugar Birdsong fills the air	Working all day long Same dumb question comes again I repeat five times	tabular_2026_006	multiplicative_numeric_scale	true	tabular_2026_006	1
tabular_2026_005__scale_02	30	205	5	Rarely	Sometimes	2010s	Lyrics	Alone	Sesame scatter falls on the kitchen counter morning, half-awake.	Weights settled at rest, each answer arrives at once no hunger, no bread.	tabular_2026_005	multiplicative_numeric_scale	true	tabular_2026_005	1
tabular_2026_001__scale_02	100	484	2	Often	Sometimes	2020s	Both equally	Alone	Feet strike the hard ground My lungs burn with every step Still I race the wind	Bright currents awake Wires carry electric thought Tokens begins to move	tabular_2026_001	multiplicative_numeric_scale	true	tabular_2026_001	1
tabular_2026_014__scale_02	25	1,619	5	Very Often	Very Often	1990s	Lyrics	Both equally	Beautiful Sunset Running Walking Seeing Deer Perfect End Of day	Always Answering Never Getting A Hello Why Do I Bother	tabular_2026_014	multiplicative_numeric_scale	true	tabular_2026_014	1
tabular_2026_015__scale_02	3	332	2	Rarely	Never	2010s	Lyrics	Alone	Green grass sit outside; only animal roams there ; Human sit in class	I wait for your words; I answer what you ask me; I never get tired	tabular_2026_015	multiplicative_numeric_scale	true	tabular_2026_015	1
tabular_2026_000__scale_02	20	479	12	Sometimes	Rarely	2010s	Lyrics	Alone	The sun touches me, A warmth I cannot explain The world feels alive	I speak without knowing, Your questions become answers But where is meaning?	tabular_2026_000	multiplicative_numeric_scale	true	tabular_2026_000	1
tabular_2026_008__scale_03	10	992	15	Sometimes	Rarely	2010s	Both equally	Alone	Gliding through powder Peak anticipation All over again	ask for syllables It answers me politely Now I pass the class	tabular_2026_008	multiplicative_numeric_scale	true	tabular_2026_008	1
tabular_2026_011__scale_03	35	2,145	7	Rarely	Rarely	2010s	Lyrics	Alone	Three A.M. still up, Heavy load of endless tasks, Heart is in the work.	Cool air feeds the racks, Blinking lights in endless rows, I live in the hum.	tabular_2026_011	multiplicative_numeric_scale	true	tabular_2026_011	1
tabular_2026_009__scale_03	14	545	4	Sometimes	Sometimes	2020s	Instrumental	Alone	Think about a time away, Getting beers on a summer day, Feeling fulfilled in a way	Here is my money Claude Wouldn’t you like some tokens my love, wait you are out of usage	tabular_2026_009	multiplicative_numeric_scale	true	tabular_2026_009	1
tabular_2026_020__scale_03	20	272	0	Sometimes	Sometimes	2020s	Lyrics	Alone	No idea typing random thing to submit, why it is sooonlongggg	12pm ai class, learning things might kill us, fk u nvidia	tabular_2026_020	multiplicative_numeric_scale	true	tabular_2026_020	1
tabular_2026_021__scale_03	7	520	11	Sometimes	Sometimes	2020s	Both equally	Alone	surrounded by beats lost in a sea of colours feeling alive in moment	Do I ever rest Cast aside for a better version Am I ever enough	tabular_2026_021	multiplicative_numeric_scale	true	tabular_2026_021	1
tabular_2026_012__scale_03	20	910	28	Very Often	Very Often	1990s	Lyrics	Both equally	Color of the sky, bursting with flames and twilight, all gone in minutes	I see a number, what relates to this number, I give a number	tabular_2026_012	multiplicative_numeric_scale	true	tabular_2026_012	1
tabular_2026_019__scale_03	20	6,076	8	Sometimes	Rarely	2010s	Instrumental	Alone	Coffee in the morning, wakes me from too little sleep, ready for the new day	We make rocks think well, machines speak our language, when are we the same	tabular_2026_019	multiplicative_numeric_scale	true	tabular_2026_019	1
tabular_2026_013__scale_03	52	858	6	Rarely	Never	2000s	Instrumental	Alone	I walk to Hunan, Only hunger fills my mind, I can’t wait to eat	I am bad at art, Please do not use me for so, Go express yourself	tabular_2026_013	multiplicative_numeric_scale	true	tabular_2026_013	1
tabular_2026_016__scale_03	3	131	5	Sometimes	Rarely	2000s	Both equally	Alone	Basking in the sun Is a good ole fashioned way To blow off some steam	A partner for man Computations are heavy But the good is great	tabular_2026_016	multiplicative_numeric_scale	true	tabular_2026_016	1
tabular_2026_006__scale_03	3	59	0	Never	Rarely	2010s	Lyrics	Alone	Wake up by alarm clock Coffee brews with less sugar Birdsong fills the air	Working all day long Same dumb question comes again I repeat five times	tabular_2026_006	multiplicative_numeric_scale	true	tabular_2026_006	1
tabular_2026_005__scale_03	30	195	5	Rarely	Sometimes	2010s	Lyrics	Alone	Sesame scatter falls on the kitchen counter morning, half-awake.	Weights settled at rest, each answer arrives at once no hunger, no bread.	tabular_2026_005	multiplicative_numeric_scale	true	tabular_2026_005	1

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24-679 (Fall 2026): Music Listening Survey

ccm/2026-24679-tabular-dataset

Course-survey responses about music listening, plus explicitly marked synthetic training variants. The classroom regression task predicts weekly listening hours from two count features and five categorical preferences. Stored haiku answers provide source context and are excluded from this task's predictors.

Source and task

The preparation notebook reads 24-679-tabular-survey.csv, removes the form timestamp, assigns source IDs in retained row order, and checks the selected fields. Original answers are self-reports from the 24-679 course survey at Carnegie Mellon University. Listening time must be finite and between 0 and 168 hours per week; song and playlist counts must be finite, nonnegative integers. These checks establish valid domains, not the truth of a respondent's estimate.

Preparation source: 24-679 Tabular Data notebook. Course: 24-679, Fall 2026, Carnegie Mellon University. Repository maintainer: the account shown above.

Fields

Stored field / group	Meaning and modeling role
`About how many hours per week do you spend listening to music?`	Continuous regression target, measured in hours/week. Mixup can introduce fractional values.
`Approximately how many songs are in your music library?`	Nonnegative integer count predictor.
`Approximately how many playlists have you created yourself?`	Nonnegative integer count predictor.
Sharing frequency; live-event attendance	Categorical survey-choice predictors with ordered response scales.
Preferred decade; lyrics/instrumental preference; alone/with-others preference	Categorical predictors; their labels are not numeric distances.
The two full haiku-question columns	Retained source context; exclude from the seven-feature tabular task. Synthetic rows copy this text from their primary parent.
`source_id`, `parent_id`, `second_parent_id`	Unique example key and original source keys; provenance only.
`augmentation`, `is_augmented`, `mix_weight`	Method, synthetic flag, and primary-parent weight; exclude from predictors.

The machine-readable feature metadata at the top of this card preserves every exact column name and storage type.

Splits and original-source counts

These counts are computed from the packaged splits for this run.

Split	Original rows	Synthetic rows	Total rows
train	15	173	188
validation	3	0	3
test	4	0	4

Requested holdout fraction: 30%; test receives 50% of that holdout. Small-sample rounding changes the realized proportions. The first split uses seed 24679, and the holdout split uses seed 24680.

Randomly split original response rows before augmentation, then retain both holdouts unchanged. Both parents of every Mixup row must come from the original training partition. IDs are assigned from row order; changing or reordering the source CSV can change regenerated IDs and splits. The split does not identify repeat submissions from one person. Keep these prepared boundaries fixed for downstream model comparisons.

Augmentation and preprocessing

This run requests 3 copies per method and original training row before filtering.

Every draw starts from original training rows. The copy-count setting requests the same number of draws per method and source; unchanged rows and repeated feature/target combinations for a given primary parent are removed.

Additive numeric jitter: perturb only song and playlist counts with Gaussian noise. Each standard deviation is max(5% of that training column's IQR, 1 count); clip below zero and round to integers.
Multiplicative numeric scaling: independently multiply those two counts by factors in 0.90–1.10 and round to nonnegative integers.
Regression Mixup: select two distinct original training parents. Apply the same primary weight in 0.60–0.90 to both count predictors and the listening-hours target. Round counts only. Copy the primary parent's entire categorical profile and other stored context; record both parents and the weight.
Categorical perturbation: change one categorical predictor to a different training-observed choice. Sharing and attendance move one adjacent step on the ordered Never–Rarely–Sometimes–Often–Very Often scale; other choices use a different observed category.

Jitter, scaling, and categorical perturbation keep the target unchanged. Original and single-parent rows repeat the primary key in second_parent_id and use mix_weight=1.0. SMOTE and CTGAN are not used.

Training method	Stored rows
`additive_numeric_jitter`	45
`categorical_perturbation`	39
`multiplicative_numeric_scale`	44
`none`	15
`regression_mixup`	45

Intended use and limitations

Use for teaching mixed-type data contracts, provenance, augmentation, and small-sample regression. This convenience sample does not represent the general population. Self-reports may contain recall error, outliers, or different interpretations of the questions. A domain-valid synthetic row may describe an implausible listener: Mixup assumes a useful interpolation, while categorical perturbation assumes the original target remains appropriate. More rows do not add independent respondents or establish better generalization. Compare original-only and augmented training with the same validation/test sets; report MAE and RMSE in hours/week and a median-of-original-training baseline. Do not use this classroom sample for individual profiling or consequential decisions.

Privacy and licensing

The timestamp is removed, but listening preferences and retained free-text poems may be identifying in combination. Source IDs do not establish anonymity or participant consent. The raw CSV remains a separate source artifact. Review content and applicable course permissions before reuse. No license was specified in repository metadata when this card was first added; this card does not assign one.

Load and compare

from datasets import load_dataset
ds = load_dataset("ccm/2026-24679-tabular-dataset")
# Train with ds["train"], choose settings with ds["validation"], then score ds["test"].

Use an account with access if repository visibility changes. For reproducible comparisons, record the dataset commit and model/environment versions. Regenerate this card with the preparation notebook after changing the data; its counts are calculated from the actual packaged splits. The YAML schema and split configuration are preserved from the upload.

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Models trained or fine-tuned on ccm/2026-24679-tabular-dataset

ccm/2026-24679-lyrics-autogluon-classifier

Tabular Classification • Updated 3 days ago