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
Non-binary	Bisexual	Small Town	Very Low	Master’s	Board Games, Photography, Coding	249	Extreme User	0.69	Optimistic	134	21	2	23	28	0.24	12	Late Night	Mutual Match
Male	Bisexual	Rural	Low	Diploma	Crafting, Spirituality, Coding	167	Addicted	0.34	Balanced	30	0	3	382	55	0.19	5	Morning	Chat Ignored
Genderfluid	Bisexual	Small Town	Upper-Middle	Master’s	Cooking, Binge-Watching, Sneaker Culture	21	Low	0.29	Balanced	111	0	3	471	9	0.58	10	Late Night	Chat Ignored
Genderfluid	Demisexual	Remote Area	High	MBA	Coding, Photography, Binge-Watching	10	Very Low	0.6	Optimistic	83	5	6	485	79	0.46	14	After Midnight	Instant Match
Male	Demisexual	Urban	Low	MBA	Meditation, Binge-Watching, Stand-up Comedy	40	Moderate	0.46	Optimistic	101	27	2	381	43	0.13	7	Afternoon	Ghosted
Male	Gay	Small Town	Upper-Middle	Associate’s	Writing, Tattoos, Social Activism	75	High	0.97	Swipe Maniac	60	3	1	131	25	0.12	5	Late Night	Ghosted
Prefer Not to Say	Gay	Suburban	Very High	PhD	Clubbing, Crafting, Makeup	296	Extreme User	0.45	Optimistic	114	21	4	329	81	0.52	19	Afternoon	Instant Match
Female	Queer	Urban	Middle	PhD	Podcasts, Memes, Art	28	Low	0.31	Balanced	90	16	0	158	59	0.47	14	Early Morning	Mutual Match
Non-binary	Pansexual	Urban	High	High School	History, Startups, Investing	196	Extreme User	0.54	Optimistic	118	18	4	488	94	0.24	1	Evening	Catfished
Prefer Not to Say	Bisexual	Rural	Upper-Middle	PhD	Investing, Yoga, Gaming	230	Extreme User	0.35	Balanced	26	25	6	175	91	0.12	2	Late Night	Ghosted
Male	Bisexual	Remote Area	Middle	PhD	Stand-up Comedy, History, Anime	186	Extreme User	0.68	Optimistic	95	29	2	198	52	0.14	10	After Midnight	Catfished
Male	Asexual	Urban	Lower-Middle	High School	Languages, MMA, DIY	145	Addicted	0.41	Optimistic	64	23	6	336	77	0.61	4	Afternoon	One-sided Like
Genderfluid	Lesbian	Rural	Lower-Middle	MBA	Traveling, Startups, Parenting	43	Moderate	0.22	Balanced	79	17	3	329	42	0.45	4	After Midnight	Relationship Formed
Male	Demisexual	Small Town	Lower-Middle	No Formal Education	Cars, Memes, Pets	109	High	0.45	Optimistic	87	30	6	248	24	0.21	7	Morning	Ghosted
Male	Pansexual	Urban	Upper-Middle	Postdoc	Sneaker Culture, Stand-up Comedy, Dancing	172	Addicted	0.51	Optimistic	196	19	1	305	48	0.13	4	Morning	Ghosted
Prefer Not to Say	Lesbian	Remote Area	Middle	No Formal Education	Poetry, Cars, MMA	121	Addicted	0.48	Optimistic	113	19	2	385	95	0.14	14	Morning	Relationship Formed
Female	Pansexual	Metro	Very High	Associate’s	Cars, MMA, Makeup	225	Extreme User	0.52	Optimistic	118	24	2	398	48	0.29	16	Late Night	Chat Ignored
Female	Bisexual	Small Town	Low	Bachelor’s	Gaming, Social Activism, Skating	190	Extreme User	0.35	Balanced	141	29	0	364	66	0.33	3	Afternoon	One-sided Like
Female	Pansexual	Metro	Upper-Middle	Diploma	Board Games, Reading, Politics	230	Extreme User	0.55	Optimistic	89	29	0	212	6	0.22	12	Late Night	Instant Match
Female	Demisexual	Urban	Lower-Middle	Associate’s	Music, Foodie, Movies	171	Addicted	0.55	Optimistic	37	4	0	146	60	0.17	22	Morning	Date Happened
Transgender	Straight	Urban	Very Low	Bachelor’s	Tech, Yoga, Languages	270	Extreme User	0.7	Swipe Maniac	108	3	6	147	30	0.12	9	Early Morning	Mutual Match
Female	Demisexual	Remote Area	Very High	PhD	Cooking, Photography, Gardening	274	Extreme User	0.65	Optimistic	4	4	4	123	91	0.02	4	Afternoon	Chat Ignored
Male	Asexual	Suburban	Upper-Middle	MBA	Pets, K-pop, Reading	268	Extreme User	0.57	Optimistic	92	2	4	278	64	0.15	16	Late Night	Mutual Match
Transgender	Queer	Urban	High	MBA	Cars, Spirituality, Sneaker Culture	8	Very Low	0.82	Swipe Maniac	91	25	0	176	30	0.36	23	After Midnight	One-sided Like
Genderfluid	Asexual	Suburban	Very Low	Master’s	Painting, Astrology, Social Activism	89	High	0.58	Optimistic	199	21	3	356	61	0.47	20	Morning	Ghosted
Male	Queer	Urban	Lower-Middle	Associate’s	Dancing, Fashion, Foodie	158	Addicted	0.57	Optimistic	131	12	6	278	60	0.49	8	Early Morning	Blocked
Non-binary	Asexual	Urban	Very High	Master’s	Art, Photography, Cars	223	Extreme User	0.13	Choosy	102	23	3	458	49	0.38	10	Morning	Date Happened
Prefer Not to Say	Queer	Rural	Very High	Postdoc	Art, Reading, Tattoos	217	Extreme User	0.5	Optimistic	20	13	4	421	23	0.69	17	Afternoon	Instant Match
Male	Gay	Rural	High	Bachelor’s	Memes, Running, Startups	218	Extreme User	0.2	Balanced	42	22	3	179	57	0.38	1	After Midnight	Instant Match
Genderfluid	Demisexual	Rural	High	No Formal Education	Cooking, K-pop, Podcasts	207	Extreme User	0.75	Swipe Maniac	93	16	6	383	86	0.27	5	Early Morning	Ghosted
Genderfluid	Queer	Urban	Low	High School	Fitness, Social Activism, Cars	185	Extreme User	0.67	Optimistic	98	30	4	16	77	0.08	4	After Midnight	Date Happened
Non-binary	Asexual	Metro	Very High	High School	Makeup, Traveling, Stand-up Comedy	187	Extreme User	0.58	Optimistic	101	10	5	142	31	0.48	3	Early Morning	Ghosted
Transgender	Demisexual	Small Town	Very Low	Bachelor’s	Spirituality, Parenting, Running	109	High	0.45	Optimistic	156	9	5	469	62	0.15	6	Early Morning	Ghosted
Male	Queer	Suburban	High	PhD	Reading, MMA, Foodie	177	Addicted	0.39	Balanced	181	2	4	277	37	0.27	9	Morning	Ghosted
Non-binary	Bisexual	Urban	Low	Diploma	Fitness, Gardening, Music	184	Extreme User	0.35	Balanced	141	18	2	239	70	0.09	4	Late Night	One-sided Like
Male	Pansexual	Metro	High	PhD	Stand-up Comedy, Poetry, Makeup	37	Moderate	0.67	Optimistic	32	10	5	37	57	0.37	14	After Midnight	Relationship Formed
Non-binary	Lesbian	Small Town	High	Diploma	Traveling, Board Games, Investing	28	Low	0.99	Swipe Maniac	31	16	1	155	21	0.16	5	Afternoon	Blocked
Non-binary	Pansexual	Urban	Lower-Middle	Associate’s	Podcasts, Languages, Art	64	High	0.62	Optimistic	160	9	4	273	11	0.13	16	After Midnight	Ghosted
Genderfluid	Lesbian	Suburban	High	Master’s	Makeup, Dancing, Music	41	Moderate	0.82	Swipe Maniac	11	10	6	295	33	0.2	20	Morning	Catfished
Transgender	Straight	Metro	High	Postdoc	Coding, Social Activism, Memes	247	Extreme User	0.66	Optimistic	62	25	6	350	51	0.19	9	Evening	One-sided Like
Prefer Not to Say	Straight	Suburban	Middle	MBA	Skating, Clubbing, Tech	174	Addicted	0.47	Optimistic	155	4	2	441	91	0.15	10	After Midnight	Instant Match
Transgender	Lesbian	Rural	Upper-Middle	Postdoc	Movies, Foodie, Fitness	238	Extreme User	0.04	Choosy	31	8	3	126	18	0.17	3	Early Morning	No Action
Transgender	Demisexual	Suburban	Very High	Diploma	Foodie, Makeup, Tattoos	160	Addicted	0.45	Optimistic	48	24	1	255	65	0.08	14	Evening	No Action
Transgender	Straight	Urban	Middle	Postdoc	Clubbing, Fitness, Tech	298	Extreme User	0.24	Balanced	90	1	0	144	63	0.18	19	After Midnight	Date Happened
Non-binary	Straight	Urban	Middle	Diploma	Spirituality, Tattoos, Cars	206	Extreme User	0.45	Optimistic	93	1	3	26	72	0.12	17	Morning	Instant Match
Genderfluid	Pansexual	Urban	Middle	Postdoc	Running, Crafting, Languages	143	Addicted	0.53	Optimistic	159	21	4	60	16	0.27	3	Evening	Instant Match
Non-binary	Asexual	Suburban	Low	Postdoc	Binge-Watching, Investing, Dancing	23	Low	0.39	Balanced	9	2	5	170	60	0.08	16	Evening	Ghosted
Genderfluid	Lesbian	Rural	Upper-Middle	Master’s	Anime, Binge-Watching, History	153	Addicted	0.28	Balanced	151	10	4	424	65	0.13	17	Evening	Catfished
Non-binary	Queer	Urban	Lower-Middle	Master’s	MMA, Photography, Poetry	298	Extreme User	0.75	Swipe Maniac	78	25	5	446	88	0.03	20	Early Morning	Catfished
Transgender	Pansexual	Remote Area	Very High	Associate’s	Tattoos, Gaming, Meditation	245	Extreme User	0.45	Optimistic	43	16	5	369	79	0.12	12	Morning	Blocked
Male	Gay	Suburban	Very Low	PhD	Foodie, Poetry, Yoga	211	Extreme User	0.69	Optimistic	176	6	3	256	99	0.54	19	Evening	Mutual Match
Prefer Not to Say	Lesbian	Small Town	Low	Postdoc	Foodie, K-pop, Skating	269	Extreme User	0.35	Balanced	96	10	1	235	68	0.16	10	Late Night	Instant Match
Prefer Not to Say	Pansexual	Small Town	Middle	Associate’s	Fitness, Art, Languages	152	Addicted	0.45	Optimistic	57	30	2	394	36	0.19	22	Morning	Date Happened
Non-binary	Queer	Rural	Upper-Middle	Bachelor’s	Coding, Photography, Makeup	278	Extreme User	0.55	Optimistic	97	28	3	419	44	0.09	4	Afternoon	Mutual Match
Non-binary	Gay	Rural	Middle	Bachelor’s	Sneaker Culture, Skating, Tech	103	High	0.57	Optimistic	137	8	4	356	34	0.17	4	Early Morning	Catfished
Prefer Not to Say	Bisexual	Suburban	Very Low	Postdoc	Politics, Podcasts, Gaming	51	Moderate	0.34	Balanced	105	10	5	241	12	0.06	21	Morning	Mutual Match
Genderfluid	Lesbian	Metro	High	PhD	Skating, Social Activism, Fashion	147	Addicted	0.08	Choosy	82	9	5	30	98	0.41	2	After Midnight	Catfished
Female	Straight	Suburban	Middle	Diploma	Dancing, Binge-Watching, Gardening	95	High	0.49	Optimistic	191	30	6	474	37	0.21	1	Early Morning	No Action
Genderfluid	Gay	Rural	Lower-Middle	PhD	Social Activism, Painting, Stand-up Comedy	252	Extreme User	0.23	Balanced	34	27	4	239	34	0.54	6	Early Morning	Instant Match
Female	Queer	Remote Area	Lower-Middle	Diploma	Hiking, Sneaker Culture, Astrology	151	Addicted	0.52	Optimistic	145	21	6	98	22	0.4	19	After Midnight	Chat Ignored
Transgender	Asexual	Urban	Middle	High School	Pets, Traveling, Skating	165	Addicted	0.71	Swipe Maniac	63	0	2	196	30	0.21	14	Afternoon	Instant Match
Non-binary	Straight	Rural	High	Master’s	Motorcycling, Fitness, Gaming	60	High	0.81	Swipe Maniac	119	9	1	207	87	0.09	16	After Midnight	No Action
Prefer Not to Say	Gay	Remote Area	Lower-Middle	Master’s	History, Politics, Traveling	244	Extreme User	0.6	Optimistic	39	14	5	310	47	0.29	13	After Midnight	Relationship Formed
Transgender	Bisexual	Suburban	High	High School	Stand-up Comedy, Running, Parenting	185	Extreme User	0.62	Optimistic	19	18	0	31	70	0.24	16	Morning	Catfished
Genderfluid	Lesbian	Suburban	Lower-Middle	Postdoc	Running, Photography, MMA	105	High	0.31	Balanced	183	18	3	46	65	0.62	14	Early Morning	Date Happened
Female	Demisexual	Metro	Upper-Middle	No Formal Education	Languages, Clubbing, MMA	157	Addicted	0.54	Optimistic	185	0	3	130	0	0.17	23	Morning	Catfished
Male	Straight	Metro	Lower-Middle	High School	Painting, Gaming, Cooking	241	Extreme User	0.73	Swipe Maniac	8	4	3	92	98	0.15	4	After Midnight	Chat Ignored
Non-binary	Demisexual	Metro	Very High	MBA	DIY, Reading, MMA	276	Extreme User	0.43	Optimistic	34	20	6	178	15	0.09	5	Late Night	Chat Ignored
Genderfluid	Lesbian	Remote Area	Low	No Formal Education	Crafting, Music, Memes	237	Extreme User	0.63	Optimistic	172	23	4	217	68	0.64	12	Morning	Blocked
Transgender	Asexual	Suburban	Lower-Middle	Associate’s	Tattoos, Crafting, Photography	16	Low	0.73	Swipe Maniac	169	13	4	392	2	0.2	7	Morning	One-sided Like
Male	Straight	Metro	Upper-Middle	No Formal Education	Fitness, Sneaker Culture, Dancing	205	Extreme User	0.58	Optimistic	112	7	4	111	96	0.24	1	Morning	Relationship Formed
Non-binary	Bisexual	Remote Area	Upper-Middle	Master’s	Makeup, Startups, MMA	164	Addicted	0.71	Swipe Maniac	60	9	1	338	66	0.22	7	Evening	No Action
Non-binary	Straight	Small Town	Upper-Middle	Diploma	Podcasts, MMA, Board Games	284	Extreme User	0.54	Optimistic	126	1	2	482	82	0.37	21	Evening	Relationship Formed
Non-binary	Demisexual	Metro	Low	Bachelor’s	DIY, Pets, Crafting	275	Extreme User	0.59	Optimistic	121	7	6	115	38	0.23	22	Morning	Date Happened
Male	Demisexual	Metro	Upper-Middle	Postdoc	Traveling, DIY, Fitness	130	Addicted	0.64	Optimistic	52	10	5	40	57	0.14	11	Early Morning	Relationship Formed
Prefer Not to Say	Bisexual	Urban	Lower-Middle	MBA	MMA, Startups, Dancing	37	Moderate	0.22	Balanced	48	25	6	300	92	0.32	21	Late Night	Blocked
Transgender	Bisexual	Rural	Lower-Middle	No Formal Education	Tech, Fashion, Sneaker Culture	60	High	0.4	Optimistic	191	24	3	468	31	0.21	22	Late Night	Blocked
Transgender	Bisexual	Small Town	Lower-Middle	Bachelor’s	DIY, Clubbing, Painting	183	Extreme User	0.37	Balanced	78	8	2	262	63	0.39	14	Early Morning	Date Happened
Non-binary	Bisexual	Rural	Lower-Middle	MBA	Dancing, Makeup, Politics	74	High	0.68	Optimistic	4	2	4	478	74	0.37	18	After Midnight	Chat Ignored
Non-binary	Lesbian	Suburban	Lower-Middle	Associate’s	DIY, Makeup, Fitness	255	Extreme User	0.74	Swipe Maniac	140	20	5	172	32	0.07	15	After Midnight	Date Happened
Transgender	Lesbian	Remote Area	Very High	Master’s	Anime, Traveling, Tattoos	279	Extreme User	0.43	Optimistic	125	5	4	328	7	0.14	16	Early Morning	One-sided Like
Prefer Not to Say	Straight	Urban	Middle	Diploma	Podcasts, Politics, Cooking	77	High	0.44	Optimistic	2	0	4	233	47	0.23	1	Late Night	Catfished
Transgender	Queer	Urban	Very Low	Postdoc	Languages, Poetry, Hiking	8	Very Low	0.35	Balanced	135	23	2	274	36	0.08	0	Late Night	Chat Ignored
Female	Gay	Urban	Upper-Middle	Diploma	Fitness, Fashion, History	269	Extreme User	0.47	Optimistic	64	26	2	136	50	0.15	2	Afternoon	Chat Ignored
Transgender	Bisexual	Remote Area	Low	Bachelor’s	MMA, Reading, Social Activism	16	Low	0.63	Optimistic	23	12	3	193	70	0.29	15	Early Morning	Mutual Match
Prefer Not to Say	Lesbian	Urban	Middle	MBA	Social Activism, Astrology, Makeup	48	Moderate	0.4	Optimistic	135	29	0	117	27	0.23	22	Late Night	Date Happened
Non-binary	Straight	Urban	High	Bachelor’s	Painting, Makeup, K-pop	16	Low	0.74	Swipe Maniac	45	29	6	161	2	0.32	6	Late Night	Ghosted
Prefer Not to Say	Demisexual	Urban	Lower-Middle	Diploma	Makeup, Fitness, DIY	276	Extreme User	0.57	Optimistic	84	12	6	378	17	0.19	22	After Midnight	One-sided Like
Genderfluid	Asexual	Urban	Very Low	MBA	Politics, Cooking, Astrology	203	Extreme User	0.2	Balanced	198	10	0	324	34	0.14	14	Evening	Blocked
Non-binary	Demisexual	Metro	Low	MBA	Reading, History, Coding	126	Addicted	0.61	Optimistic	182	2	0	137	19	0.45	12	After Midnight	Ghosted
Prefer Not to Say	Demisexual	Rural	Lower-Middle	High School	Reading, Hiking, Memes	227	Extreme User	0.34	Balanced	92	24	2	52	16	0.52	2	Morning	Chat Ignored
Transgender	Demisexual	Urban	Very Low	High School	Writing, Languages, Reading	166	Addicted	0.64	Optimistic	98	0	2	211	49	0.12	2	After Midnight	Relationship Formed
Female	Lesbian	Remote Area	Middle	Diploma	Traveling, Art, Memes	137	Addicted	0.74	Swipe Maniac	126	4	0	85	55	0.41	8	Evening	No Action
Transgender	Gay	Rural	Lower-Middle	Associate’s	Tattoos, Podcasts, Gardening	100	High	0.17	Choosy	117	3	1	155	0	0.28	12	Afternoon	Catfished
Transgender	Asexual	Metro	Lower-Middle	MBA	Social Activism, Startups, Traveling	153	Addicted	0.72	Swipe Maniac	82	19	5	102	61	0.26	10	Morning	Chat Ignored
Non-binary	Pansexual	Remote Area	High	PhD	Makeup, Fitness, Foodie	192	Extreme User	0.7	Swipe Maniac	71	26	6	201	46	0.51	3	Late Night	Blocked
Genderfluid	Lesbian	Remote Area	Very High	Postdoc	Music, Tattoos, Clubbing	107	High	0.53	Optimistic	112	25	2	425	88	0.14	2	Evening	Date Happened
Female	Pansexual	Suburban	Lower-Middle	Diploma	Parenting, Board Games, DIY	37	Moderate	0.45	Optimistic	114	19	3	298	51	0.25	17	Late Night	Chat Ignored
Genderfluid	Straight	Rural	High	Postdoc	Startups, Podcasts, Reading	55	Moderate	0.51	Optimistic	196	7	5	340	45	0.55	5	After Midnight	Catfished
Male	Demisexual	Rural	Very High	MBA	Movies, Hiking, Spirituality	113	High	0.55	Optimistic	130	23	4	285	74	0.21	22	Late Night	Blocked

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