Split (1)

train · 50k rows

gender stringclasses 6 values	sexual_orientation stringclasses 8 values	location_type stringclasses 6 values	income_bracket stringclasses 7 values	education_level stringclasses 9 values	interest_tags stringlengths 13 49	app_usage_time_min int64 0 300	app_usage_time_label stringclasses 7 values	swipe_right_ratio float64 0 1	swipe_right_label stringclasses 4 values	likes_received int64 0 200	mutual_matches int64 0 30	profile_pics_count int64 0 6	bio_length int64 0 500	message_sent_count int64 0 100	emoji_usage_rate float64 0 0.94	last_active_hour int64 0 23	swipe_time_of_day stringclasses 6 values	match_outcome stringclasses 10 values
Male	Demisexual	Remote Area	High	Diploma	Foodie, Memes, Politics	39	Moderate	0.6	Optimistic	139	11	3	22	21	0.11	23	Evening	Catfished
Male	Queer	Small Town	High	PhD	Anime, Painting, Stand-up Comedy	142	Addicted	0.64	Optimistic	119	4	4	480	83	0.32	12	Morning	Catfished
Male	Queer	Suburban	Lower-Middle	Associate’s	Fashion, Running, Gardening	281	Extreme User	0.52	Optimistic	104	5	0	461	6	0.41	12	After Midnight	Date Happened
Male	Asexual	Urban	Very High	MBA	Foodie, Running, Dancing	52	Moderate	0.17	Choosy	59	1	1	295	12	0.04	16	After Midnight	Mutual Match
Prefer Not to Say	Pansexual	Small Town	Low	Diploma	Fitness, Cooking, Binge-Watching	159	Addicted	0.38	Balanced	50	14	6	424	50	0.22	6	Evening	Blocked
Female	Straight	Urban	Very High	Master’s	Clubbing, Crafting, Dancing	48	Moderate	0.73	Swipe Maniac	172	4	4	132	95	0.28	20	Afternoon	Chat Ignored
Non-binary	Asexual	Metro	High	No Formal Education	Fashion, DIY, Astrology	56	Moderate	0.23	Balanced	69	13	3	479	27	0.34	10	Morning	Mutual Match
Female	Straight	Small Town	Low	MBA	Skating, Reading, Painting	84	High	0.52	Optimistic	131	8	4	220	34	0.41	7	Afternoon	Blocked
Male	Straight	Metro	Very High	Postdoc	Fitness, Painting, Tech	131	Addicted	0.22	Balanced	167	7	5	102	80	0.26	18	Late Night	Mutual Match
Genderfluid	Lesbian	Small Town	Very Low	Postdoc	Memes, Coding, Gaming	1	Barely	0.6	Optimistic	76	10	4	255	21	0.37	11	After Midnight	Date Happened
Genderfluid	Straight	Suburban	High	Bachelor’s	Foodie, Poetry, MMA	135	Addicted	0.42	Optimistic	122	28	4	177	48	0.16	19	Late Night	Relationship Formed
Genderfluid	Pansexual	Small Town	Middle	PhD	Podcasts, Meditation, Running	58	Moderate	0.71	Swipe Maniac	170	16	0	433	22	0.28	2	Late Night	Catfished
Non-binary	Demisexual	Suburban	Very Low	MBA	Memes, Parenting, Fitness	26	Low	0.33	Balanced	16	6	4	420	16	0.39	4	Late Night	No Action
Prefer Not to Say	Bisexual	Remote Area	High	Postdoc	Politics, Writing, Yoga	15	Low	0.2	Balanced	54	8	0	280	1	0.27	18	Morning	Date Happened
Genderfluid	Bisexual	Remote Area	High	MBA	Music, Investing, Cooking	207	Extreme User	0.87	Swipe Maniac	88	29	6	449	48	0.08	16	Late Night	No Action
Non-binary	Pansexual	Suburban	Lower-Middle	No Formal Education	Tattoos, Writing, Clubbing	289	Extreme User	0.35	Balanced	28	11	6	28	72	0.18	4	Morning	Ghosted
Transgender	Gay	Suburban	Low	PhD	Spirituality, Binge-Watching, Painting	11	Very Low	0.18	Choosy	45	8	6	90	37	0.13	13	Evening	One-sided Like
Transgender	Gay	Urban	Middle	Master’s	Pets, Fitness, Writing	129	Addicted	0.75	Swipe Maniac	118	20	3	446	0	0.29	22	Late Night	Blocked
Genderfluid	Queer	Rural	Upper-Middle	Master’s	K-pop, Yoga, Startups	131	Addicted	0.48	Optimistic	12	3	3	318	98	0.13	2	Early Morning	Date Happened
Genderfluid	Pansexual	Remote Area	Very High	Associate’s	History, DIY, Dancing	3	Barely	0.4	Optimistic	13	10	1	398	1	0.29	15	After Midnight	No Action
Transgender	Bisexual	Small Town	Low	Postdoc	Stand-up Comedy, History, Foodie	276	Extreme User	0.73	Swipe Maniac	186	16	2	460	51	0.2	5	Early Morning	One-sided Like
Transgender	Bisexual	Small Town	Low	MBA	Music, Cooking, Traveling	181	Extreme User	0.46	Optimistic	128	28	2	98	51	0.23	12	Morning	Blocked
Male	Lesbian	Rural	High	PhD	Crafting, Binge-Watching, Dancing	293	Extreme User	0.89	Swipe Maniac	163	6	4	106	80	0.25	8	Early Morning	Relationship Formed
Transgender	Queer	Small Town	Middle	MBA	Sneaker Culture, Social Activism, Coding	206	Extreme User	0.69	Optimistic	68	26	4	480	45	0.2	4	Late Night	Ghosted
Female	Gay	Rural	High	Master’s	Memes, MMA, Fashion	189	Extreme User	0.55	Optimistic	167	17	2	346	54	0.45	16	Evening	Relationship Formed
Female	Straight	Urban	High	MBA	Pets, Board Games, Cooking	170	Addicted	0.47	Optimistic	86	14	2	231	79	0.24	7	Late Night	Relationship Formed
Female	Gay	Suburban	Upper-Middle	Associate’s	Politics, Tech, Fitness	175	Addicted	0.46	Optimistic	172	0	3	102	29	0.61	18	Late Night	No Action
Genderfluid	Queer	Remote Area	Upper-Middle	No Formal Education	Anime, Social Activism, Podcasts	193	Extreme User	0.29	Balanced	27	27	2	314	74	0.39	6	After Midnight	Mutual Match
Prefer Not to Say	Queer	Urban	Lower-Middle	PhD	Stand-up Comedy, Foodie, Gaming	42	Moderate	0.7	Swipe Maniac	195	19	0	397	61	0.53	18	Afternoon	Relationship Formed
Male	Demisexual	Suburban	Very Low	MBA	Painting, History, Reading	42	Moderate	0.44	Optimistic	150	29	3	84	49	0.2	22	Early Morning	Blocked
Genderfluid	Queer	Remote Area	Very Low	Diploma	Movies, MMA, Parenting	30	Moderate	0.48	Optimistic	49	7	1	316	9	0.22	8	Early Morning	Mutual Match
Genderfluid	Bisexual	Suburban	Very High	Postdoc	DIY, Stand-up Comedy, Fitness	33	Moderate	0.77	Swipe Maniac	185	19	0	67	66	0.24	2	After Midnight	No Action
Female	Bisexual	Small Town	Middle	MBA	Motorcycling, Memes, Tattoos	187	Extreme User	0.24	Balanced	137	24	2	29	22	0.29	1	Morning	Instant Match
Prefer Not to Say	Lesbian	Rural	Upper-Middle	Master’s	Board Games, Spirituality, Art	58	Moderate	0.56	Optimistic	40	16	1	360	35	0.15	16	Early Morning	Blocked
Prefer Not to Say	Queer	Urban	Lower-Middle	Diploma	Hiking, Painting, Reading	127	Addicted	0.37	Balanced	160	13	6	344	33	0.12	17	Late Night	Relationship Formed
Female	Straight	Rural	Very High	Bachelor’s	Fashion, Tattoos, MMA	143	Addicted	0.68	Optimistic	190	0	6	236	46	0.2	6	Late Night	Ghosted
Female	Queer	Rural	Lower-Middle	MBA	Investing, Reading, Social Activism	136	Addicted	0.21	Balanced	89	18	3	68	56	0.43	9	After Midnight	One-sided Like
Transgender	Gay	Metro	Low	PhD	Music, Stand-up Comedy, Social Activism	36	Moderate	0.15	Choosy	140	16	1	215	33	0.31	11	After Midnight	One-sided Like
Transgender	Gay	Remote Area	Low	High School	Coding, Parenting, Gardening	69	High	0.52	Optimistic	165	0	0	348	44	0.7	10	Morning	Blocked
Prefer Not to Say	Queer	Metro	Lower-Middle	High School	Anime, Gaming, Skating	16	Low	0.45	Optimistic	79	27	3	450	52	0.43	14	Evening	Catfished
Female	Lesbian	Rural	Middle	Postdoc	Astrology, Podcasts, Coding	157	Addicted	0.68	Optimistic	123	8	2	187	44	0.17	23	Late Night	No Action
Non-binary	Straight	Small Town	Very High	Postdoc	Crafting, Investing, Art	31	Moderate	0.39	Balanced	133	24	6	443	62	0.35	1	Evening	Date Happened
Genderfluid	Asexual	Urban	Low	High School	Parenting, Meditation, Makeup	240	Extreme User	0.32	Balanced	200	21	6	343	77	0.28	18	Afternoon	No Action
Transgender	Pansexual	Small Town	Upper-Middle	Bachelor’s	Foodie, Coding, Running	273	Extreme User	0.85	Swipe Maniac	134	20	4	47	53	0.22	6	Evening	Instant Match
Non-binary	Demisexual	Small Town	Lower-Middle	PhD	Fashion, Clubbing, Hiking	255	Extreme User	0.73	Swipe Maniac	131	21	2	232	89	0.37	16	Morning	Instant Match
Female	Queer	Remote Area	Low	Bachelor’s	Memes, Yoga, Running	274	Extreme User	0.17	Choosy	82	30	1	466	30	0.37	23	Late Night	No Action
Non-binary	Gay	Rural	Middle	Master’s	Dancing, Motorcycling, Yoga	216	Extreme User	0.39	Balanced	69	4	2	75	59	0.07	16	Morning	No Action
Genderfluid	Straight	Remote Area	Lower-Middle	Postdoc	Fashion, Dancing, Motorcycling	2	Barely	0.44	Optimistic	142	23	0	414	50	0.14	23	Late Night	Chat Ignored
Non-binary	Asexual	Remote Area	Very Low	PhD	Sneaker Culture, Painting, Gardening	50	Moderate	0.11	Choosy	109	22	0	158	48	0.28	1	Evening	Instant Match
Genderfluid	Lesbian	Metro	Very Low	PhD	K-pop, Crafting, Languages	83	High	0.66	Optimistic	100	12	6	340	66	0.26	8	Morning	One-sided Like
Female	Gay	Rural	Low	Postdoc	Tattoos, Meditation, Fitness	11	Very Low	0.6	Optimistic	114	1	1	211	58	0.43	3	Afternoon	Chat Ignored
Non-binary	Straight	Rural	Lower-Middle	Master’s	Anime, Traveling, Gaming	142	Addicted	0.66	Optimistic	128	13	3	260	16	0.21	4	After Midnight	One-sided Like
Genderfluid	Pansexual	Suburban	High	Master’s	Podcasts, Movies, Startups	135	Addicted	0.65	Optimistic	142	8	6	10	26	0.23	10	Afternoon	Ghosted
Non-binary	Demisexual	Metro	High	Diploma	Reading, Skating, Gardening	202	Extreme User	0.38	Balanced	28	22	5	200	94	0.04	21	Morning	One-sided Like
Female	Bisexual	Suburban	Very High	PhD	Spirituality, Traveling, Coding	170	Addicted	0.76	Swipe Maniac	15	15	4	34	26	0.08	4	Evening	Chat Ignored
Transgender	Lesbian	Urban	High	PhD	DIY, Coding, Poetry	289	Extreme User	0.45	Optimistic	137	19	2	356	88	0.44	19	Late Night	Ghosted
Prefer Not to Say	Demisexual	Suburban	Low	Master’s	Clubbing, MMA, Memes	113	High	0.72	Swipe Maniac	58	13	2	492	40	0.06	1	Late Night	No Action
Prefer Not to Say	Asexual	Remote Area	Low	MBA	Foodie, Coding, Yoga	279	Extreme User	0.33	Balanced	130	18	4	59	9	0.06	7	Evening	Mutual Match
Male	Bisexual	Rural	Very Low	Diploma	Startups, Art, Hiking	101	High	0.66	Optimistic	188	4	0	183	41	0.2	20	Afternoon	Date Happened
Male	Bisexual	Metro	Very High	Bachelor’s	Traveling, Music, Languages	253	Extreme User	0.51	Optimistic	147	22	2	345	88	0.38	20	Morning	Relationship Formed
Female	Gay	Suburban	Upper-Middle	Diploma	Board Games, Dancing, Languages	87	High	0.36	Balanced	195	15	3	141	62	0.26	18	After Midnight	Mutual Match
Male	Gay	Rural	Lower-Middle	Bachelor’s	Board Games, Motorcycling, Politics	130	Addicted	0.34	Balanced	108	9	3	484	5	0.07	6	Late Night	Date Happened
Non-binary	Demisexual	Urban	Low	Bachelor’s	Reading, Pets, Parenting	113	High	0.57	Optimistic	160	10	3	402	62	0.07	22	Evening	Mutual Match
Genderfluid	Bisexual	Small Town	Low	Bachelor’s	History, Coding, Tattoos	196	Extreme User	0.77	Swipe Maniac	46	19	4	321	26	0.45	10	Afternoon	One-sided Like
Transgender	Demisexual	Small Town	Lower-Middle	Master’s	Binge-Watching, Motorcycling, Stand-up Comedy	173	Addicted	0.59	Optimistic	144	6	0	458	40	0.23	0	After Midnight	Relationship Formed
Male	Queer	Small Town	Very High	MBA	Traveling, Cooking, Photography	240	Extreme User	0.22	Balanced	14	0	1	124	18	0.29	2	Late Night	Chat Ignored
Male	Demisexual	Metro	Very High	Diploma	Motorcycling, History, Fashion	135	Addicted	0.7	Swipe Maniac	148	15	2	187	3	0.46	0	Early Morning	Ghosted
Prefer Not to Say	Asexual	Small Town	Very High	Bachelor’s	Motorcycling, Yoga, Investing	91	High	0.52	Optimistic	132	9	1	395	37	0.04	14	Late Night	One-sided Like
Genderfluid	Gay	Small Town	Very Low	No Formal Education	Movies, Social Activism, Photography	246	Extreme User	0.31	Balanced	44	28	5	112	90	0.02	2	Afternoon	Instant Match
Prefer Not to Say	Demisexual	Remote Area	High	High School	Parenting, Anime, Social Activism	112	High	0.93	Swipe Maniac	134	18	6	32	45	0.29	0	After Midnight	Relationship Formed
Male	Straight	Urban	Middle	No Formal Education	History, Traveling, Investing	199	Extreme User	0.49	Optimistic	8	4	4	304	23	0.63	15	Evening	Blocked
Male	Gay	Suburban	High	PhD	Podcasts, DIY, Binge-Watching	31	Moderate	0.34	Balanced	27	9	4	42	30	0.44	12	After Midnight	Relationship Formed
Male	Queer	Suburban	Very Low	Associate’s	Hiking, Board Games, Cooking	241	Extreme User	0.63	Optimistic	141	20	1	494	81	0.46	8	Early Morning	Mutual Match
Genderfluid	Pansexual	Suburban	Lower-Middle	MBA	Gaming, Spirituality, Art	231	Extreme User	0.49	Optimistic	56	6	0	294	79	0.22	21	Afternoon	Mutual Match
Genderfluid	Asexual	Rural	Low	High School	Dancing, Running, Pets	242	Extreme User	0.44	Optimistic	70	18	2	289	23	0.05	22	After Midnight	Date Happened
Prefer Not to Say	Queer	Metro	Lower-Middle	Diploma	Motorcycling, Memes, Crafting	215	Extreme User	0.28	Balanced	182	17	0	215	61	0.12	14	Afternoon	Chat Ignored
Genderfluid	Gay	Metro	Very Low	PhD	Traveling, Spirituality, Tech	270	Extreme User	0.51	Optimistic	92	1	5	273	48	0.14	20	Evening	Ghosted
Genderfluid	Bisexual	Small Town	Low	Master’s	Traveling, Cars, Poetry	173	Addicted	0.41	Optimistic	46	2	6	91	20	0.34	0	Early Morning	No Action
Female	Queer	Suburban	High	PhD	Gardening, Art, Tattoos	110	High	0.44	Optimistic	40	9	2	101	27	0.06	6	Afternoon	One-sided Like
Genderfluid	Lesbian	Suburban	Very High	MBA	Binge-Watching, Astrology, Fashion	71	High	0.34	Balanced	63	26	5	98	86	0.26	18	After Midnight	Blocked
Female	Straight	Rural	High	Postdoc	History, Startups, Writing	172	Addicted	0.78	Swipe Maniac	85	24	1	390	39	0.55	4	Afternoon	Blocked
Non-binary	Queer	Urban	Very High	Postdoc	Movies, Motorcycling, Cooking	195	Extreme User	0.88	Swipe Maniac	82	15	4	274	35	0.33	3	After Midnight	One-sided Like
Non-binary	Queer	Urban	Very High	Master’s	History, Fitness, Meditation	167	Addicted	0.62	Optimistic	125	5	0	45	3	0.06	23	Late Night	Blocked
Female	Bisexual	Suburban	High	Bachelor’s	Clubbing, Photography, Skating	251	Extreme User	0.25	Balanced	79	21	6	291	5	0.49	13	Early Morning	No Action
Female	Queer	Metro	Lower-Middle	Diploma	Podcasts, Social Activism, Clubbing	240	Extreme User	0.6	Optimistic	92	13	4	320	14	0.13	15	Morning	One-sided Like
Non-binary	Demisexual	Urban	Very Low	High School	Parenting, Motorcycling, Foodie	287	Extreme User	0.72	Swipe Maniac	174	20	4	351	30	0.28	23	After Midnight	Ghosted
Prefer Not to Say	Asexual	Remote Area	Very High	Postdoc	Clubbing, Board Games, Tattoos	204	Extreme User	0.35	Balanced	41	24	5	203	99	0.21	6	Early Morning	Blocked
Male	Bisexual	Urban	High	Associate’s	Startups, Running, Politics	147	Addicted	0.21	Balanced	186	6	2	107	47	0.49	4	Early Morning	Ghosted
Female	Straight	Small Town	Upper-Middle	Associate’s	Cooking, Podcasts, Fashion	249	Extreme User	0.53	Optimistic	91	30	0	464	46	0.36	2	Afternoon	No Action
Female	Demisexual	Suburban	Lower-Middle	No Formal Education	Art, Painting, Languages	146	Addicted	0.64	Optimistic	117	1	3	127	93	0.45	6	Afternoon	Instant Match
Non-binary	Bisexual	Metro	Low	Diploma	Fashion, Skating, Running	170	Addicted	0.21	Balanced	66	18	6	412	81	0.52	1	Late Night	Instant Match
Non-binary	Straight	Metro	Low	No Formal Education	K-pop, Movies, Pets	165	Addicted	0.81	Swipe Maniac	182	8	1	178	95	0.29	23	Late Night	Ghosted
Male	Gay	Urban	Very Low	Master’s	Tech, K-pop, Motorcycling	282	Extreme User	0.54	Optimistic	46	10	3	320	82	0.1	1	Afternoon	One-sided Like
Male	Gay	Suburban	Middle	Bachelor’s	Yoga, Binge-Watching, Hiking	63	High	0.86	Swipe Maniac	45	20	5	270	97	0.1	1	After Midnight	Mutual Match
Prefer Not to Say	Demisexual	Metro	Low	PhD	Writing, Binge-Watching, Startups	265	Extreme User	0.17	Choosy	145	13	6	385	22	0.33	4	Late Night	Mutual Match
Transgender	Gay	Metro	Very High	Postdoc	Gaming, Writing, Painting	130	Addicted	0.69	Optimistic	99	8	5	235	9	0.19	15	Afternoon	Ghosted
Female	Lesbian	Small Town	Low	Diploma	Traveling, Fitness, Stand-up Comedy	277	Extreme User	0.43	Optimistic	173	1	1	278	69	0.23	2	Evening	Ghosted
Male	Bisexual	Remote Area	High	High School	Gaming, Motorcycling, Art	73	High	0.5	Optimistic	123	8	1	128	94	0.36	5	After Midnight	Blocked
Transgender	Queer	Urban	Low	MBA	Skating, Astrology, Hiking	100	High	0.34	Balanced	149	19	3	206	53	0.36	16	Evening	One-sided Like
Prefer Not to Say	Pansexual	Metro	Lower-Middle	Bachelor’s	Crafting, Spirituality, Coding	119	High	0.56	Optimistic	114	17	0	395	68	0.5	16	Early Morning	No Action

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