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 stringclasses 301 values	app_usage_time_label stringclasses 7 values	swipe_right_ratio stringclasses 101 values	swipe_right_label stringclasses 4 values	likes_received stringclasses 201 values	mutual_matches stringclasses 31 values	profile_pics_count stringclasses 7 values	bio_length stringclasses 501 values	message_sent_count stringclasses 101 values	emoji_usage_rate stringclasses 93 values	last_active_hour stringclasses 24 values	swipe_time_of_day stringclasses 6 values	match_outcome stringclasses 10 values	age stringclasses 42 values	height_cm stringclasses 56 values	weight_kg stringclasses 769 values	zodiac_sign stringclasses 12 values	body_type stringclasses 6 values	relationship_intent stringclasses 6 values
Transgender	Lesbian	Rural	Low	Associate’s	Astrology, Art, Spirituality	264	Extreme User	0.37	Balanced	73	30	2	385	16	0.48	7	Late Night	Mutual Match	21	177	82.7	Libra	Athletic	Exploring
Prefer Not to Say	Lesbian	Small Town	Middle	Postdoc	Writing, Yoga, Poetry	244	Extreme User	0.62	Optimistic	62	13	4	280	19	0.24	19	Afternoon	Ghosted	50	175	89.4	Scorpio	Muscular	Friends Only
Genderfluid	Queer	Urban	Low	Bachelor’s	Dancing, Politics, Fashion	178	Addicted	0.86	Swipe Maniac	156	15	5	342	69	0.11	4	After Midnight	Catfished	59	177	83.6	Capricorn	Athletic	Hookups
Genderfluid	Pansexual	Suburban	Middle	Master’s	Cars, Clubbing, Movies	263	Extreme User	0.7	Swipe Maniac	67	26	4	192	19	0.11	1	Morning	Catfished	31	159	70.5	Capricorn	Plus Size	Hookups
Genderfluid	Lesbian	Rural	Upper-Middle	Postdoc	Fitness, Spirituality, Board Games	299	Extreme User	0.72	Swipe Maniac	99	9	4	406	69	0.46	11	Early Morning	Blocked	30	154	43.2	Sagittarius	Slim	Hookups
Genderfluid	Bisexual	Urban	High	Diploma	Clubbing, Parenting, Pets	282	Extreme User	0.89	Swipe Maniac	97	0	1	236	63	0.5	6	Early Morning	Instant Match	39	151	51.5	Sagittarius	Plus Size	Hookups
Non-binary	Demisexual	Remote Area	Low	Postdoc	Startups, Crafting, Photography	216	Extreme User	0.75	Swipe Maniac	23	18	5	381	100	0.29	1	Afternoon	Relationship Formed	44	158	59.4	Aries	Curvy	Serious Relationship
Male	Gay	Suburban	Low	PhD	Tattoos, Meditation, Gardening	136	Addicted	0.48	Optimistic	57	0	0	499	5	0.2	8	Morning	One-sided Like	44	180	83.3	Gemini	Plus Size	Networking
Genderfluid	Gay	Suburban	Very Low	No Formal Education	Crafting, Meditation, Music	274	Extreme User	0.6	Optimistic	162	17	1	242	93	0.09	11	Late Night	Date Happened	36	171	83.9	Taurus	Slim	Serious Relationship
Male	Lesbian	Remote Area	Middle	Associate’s	Writing, Social Activism, Tech	245	Extreme User	0.74	Swipe Maniac	193	2	3	238	40	0.14	1	Early Morning	Blocked	58	189	71.4	Leo	Athletic	Hookups
Genderfluid	Demisexual	Suburban	High	PhD	Sneaker Culture, Skating, Traveling	136	Addicted	0.43	Optimistic	139	24	3	167	6	0.14	21	Evening	Blocked	59	163	51.8	Scorpio	Muscular	Hookups
Transgender	Bisexual	Metro	Very Low	Bachelor’s	Hiking, Clubbing, Anime	164	Addicted	0.35	Balanced	38	29	6	469	32	0.14	20	Early Morning	Relationship Formed	40	160	63.5	Aquarius	Slim	Networking
Female	Pansexual	Urban	Middle	Master’s	Movies, Crafting, Astrology	118	High	0.32	Balanced	88	7	1	354	70	0.24	9	Afternoon	Date Happened	41	193	96.8	Cancer	Slim	Casual Dating
Non-binary	Gay	Suburban	High	Postdoc	Podcasts, Tattoos, Spirituality	45	Moderate	0.37	Balanced	122	20	6	481	61	0.09	8	Early Morning	One-sided Like	48	153	59.5	Virgo	Average	Exploring
Genderfluid	Pansexual	Suburban	High	Postdoc	Clubbing, Crafting, Skating	124	Addicted	0.25	Balanced	138	5	2	270	56	0.02	14	Afternoon	Blocked	50	195	104.6	Aquarius	Muscular	Exploring
Female	Straight	Small Town	Very High	No Formal Education	Hiking, Running, Photography	236	Extreme User	0.42	Optimistic	139	2	5	150	61	0.14	3	After Midnight	Relationship Formed	18	150	56.9	Taurus	Average	Networking
Prefer Not to Say	Asexual	Urban	Middle	PhD	Fashion, Memes, Meditation	26	Low	0.45	Optimistic	34	21	2	24	53	0.44	5	Evening	Blocked	50	181	63.6	Capricorn	Average	Hookups
Transgender	Straight	Metro	Upper-Middle	Master’s	Coding, Music, Astrology	129	Addicted	0.47	Optimistic	78	22	2	182	46	0.18	6	Evening	Blocked	41	150	64.6	Aries	Athletic	Networking
Male	Bisexual	Suburban	High	Diploma	Traveling, Stand-up Comedy, History	132	Addicted	1.0	Swipe Maniac	20	5	4	275	95	0.51	23	Evening	Chat Ignored	47	186	77.1	Sagittarius	Muscular	Friends Only
Non-binary	Bisexual	Rural	Lower-Middle	PhD	Art, Investing, Painting	157	Addicted	0.39	Balanced	179	14	5	15	98	0.48	21	Late Night	Ghosted	40	170	54.6	Pisces	Average	Exploring
Male	Queer	Metro	Middle	Diploma	Parenting, Pets, K-pop	247	Extreme User	0.57	Optimistic	163	26	6	455	11	0.05	11	Late Night	One-sided Like	52	172	76.9	Scorpio	Athletic	Hookups
Prefer Not to Say	Gay	Remote Area	Very Low	Diploma	Skating, Gardening, Cooking	12	Very Low	0.38	Balanced	122	1	4	401	46	0.36	14	After Midnight	One-sided Like	55	178	61.2	Gemini	Athletic	Casual Dating
Non-binary	Demisexual	Suburban	Very High	Postdoc	Movies, K-pop, Cooking	40	Moderate	0.49	Optimistic	141	14	5	343	72	0.43	12	After Midnight	One-sided Like	55	170	72.8	Virgo	Average	Exploring
Genderfluid	Lesbian	Urban	Upper-Middle	Master’s	Music, Cooking, Dancing	84	High	0.62	Optimistic	161	22	3	345	37	0.21	6	Late Night	One-sided Like	54	189	101.4	Scorpio	Curvy	Serious Relationship
Non-binary	Demisexual	Remote Area	Lower-Middle	No Formal Education	Investing, Skating, Sneaker Culture	29	Low	0.46	Optimistic	116	18	5	251	63	0.25	9	After Midnight	Relationship Formed	59	187	89.9	Leo	Slim	Casual Dating
Non-binary	Pansexual	Rural	Very High	No Formal Education	Crafting, Movies, Clubbing	23	Low	0.03	Choosy	196	14	5	329	42	0.68	18	Morning	No Action	45	184	67.7	Scorpio	Athletic	Exploring
Prefer Not to Say	Pansexual	Remote Area	Middle	Postdoc	Yoga, Running, Binge-Watching	185	Extreme User	0.4	Optimistic	66	11	5	51	97	0.04	16	Morning	Mutual Match	28	197	116.0	Sagittarius	Slim	Hookups
Transgender	Bisexual	Metro	Lower-Middle	High School	Pets, Motorcycling, Skating	292	Extreme User	0.1	Choosy	190	29	4	132	66	0.33	10	After Midnight	No Action	18	198	100.4	Cancer	Average	Hookups
Non-binary	Demisexual	Remote Area	Low	Master’s	Writing, Board Games, K-pop	106	High	0.82	Swipe Maniac	88	13	2	182	68	0.31	4	Afternoon	Blocked	18	147	58.8	Virgo	Athletic	Casual Dating
Male	Asexual	Suburban	Very High	No Formal Education	History, Parenting, Binge-Watching	241	Extreme User	0.33	Balanced	62	7	6	229	28	0.05	6	Late Night	Relationship Formed	39	168	82.7	Taurus	Plus Size	Networking
Transgender	Lesbian	Urban	Very Low	High School	Astrology, Cars, Poetry	47	Moderate	0.12	Choosy	87	6	2	133	33	0.22	8	Evening	Mutual Match	23	150	47.5	Pisces	Average	Casual Dating
Prefer Not to Say	Bisexual	Suburban	High	PhD	Fashion, Hiking, Foodie	74	High	0.16	Choosy	40	4	2	76	30	0.32	9	Late Night	One-sided Like	20	182	77.2	Pisces	Curvy	Exploring
Female	Asexual	Urban	High	Master’s	Poetry, K-pop, Sneaker Culture	284	Extreme User	0.72	Swipe Maniac	195	27	1	209	83	0.17	6	Morning	Relationship Formed	22	194	108.4	Pisces	Muscular	Friends Only
Female	Straight	Metro	Very Low	MBA	Clubbing, Pets, Gaming	28	Low	0.48	Optimistic	4	3	4	51	49	0.11	21	Early Morning	One-sided Like	34	146	48.8	Virgo	Average	Serious Relationship
Prefer Not to Say	Straight	Remote Area	Upper-Middle	Bachelor’s	Languages, Tech, Skating	6	Very Low	0.32	Balanced	182	4	4	160	20	0.28	3	Morning	Ghosted	52	192	101.4	Leo	Slim	Exploring
Prefer Not to Say	Gay	Rural	Upper-Middle	Diploma	Sneaker Culture, Reading, Art	199	Extreme User	0.59	Optimistic	83	26	2	271	23	0.17	13	Evening	Ghosted	33	157	60.9	Libra	Average	Serious Relationship
Genderfluid	Pansexual	Metro	Very Low	Associate’s	Cooking, Politics, Yoga	282	Extreme User	0.55	Optimistic	35	20	1	448	76	0.23	4	Afternoon	Mutual Match	52	158	61.9	Cancer	Athletic	Hookups
Genderfluid	Asexual	Remote Area	Very Low	Bachelor’s	Fitness, Reading, DIY	134	Addicted	0.43	Optimistic	147	2	1	409	99	0.05	22	Afternoon	No Action	26	159	73.8	Libra	Curvy	Friends Only
Male	Pansexual	Small Town	Very High	MBA	Fashion, Spirituality, Photography	257	Extreme User	0.5	Optimistic	103	18	5	284	53	0.27	13	Evening	Chat Ignored	25	199	99.0	Cancer	Athletic	Casual Dating
Female	Pansexual	Rural	Lower-Middle	Diploma	Languages, Gaming, MMA	286	Extreme User	0.38	Balanced	80	14	6	132	12	0.67	23	Morning	No Action	22	199	109.3	Sagittarius	Muscular	Serious Relationship
Transgender	Demisexual	Small Town	Middle	High School	Social Activism, Tech, History	50	Moderate	0.55	Optimistic	94	18	0	366	82	0.3	22	Evening	Chat Ignored	36	173	86.2	Aries	Slim	Exploring
Prefer Not to Say	Lesbian	Small Town	High	Bachelor’s	DIY, Fitness, Board Games	229	Extreme User	0.77	Swipe Maniac	120	4	3	435	21	0.26	4	Late Night	Ghosted	27	164	48.7	Libra	Curvy	Exploring
Transgender	Pansexual	Small Town	Upper-Middle	MBA	Stand-up Comedy, Tech, Hiking	258	Extreme User	0.4	Optimistic	88	22	0	192	56	0.55	4	After Midnight	Mutual Match	45	166	65.9	Aries	Athletic	Exploring
Genderfluid	Straight	Urban	Very Low	High School	Fashion, Parenting, Clubbing	149	Addicted	0.32	Balanced	48	30	4	289	20	0.6	23	Afternoon	Relationship Formed	45	187	81.1	Scorpio	Curvy	Networking
Female	Straight	Suburban	High	High School	Hiking, Stand-up Comedy, Running	264	Extreme User	0.51	Optimistic	112	0	2	134	91	0.37	17	After Midnight	Instant Match	42	148	51.3	Aries	Average	Networking
Non-binary	Demisexual	Remote Area	Middle	Associate’s	Fitness, Parenting, Fashion	272	Extreme User	0.57	Optimistic	125	8	3	311	99	0.15	19	Early Morning	Catfished	51	152	44.4	Libra	Athletic	Hookups
Female	Straight	Suburban	Very Low	Master’s	Stand-up Comedy, Memes, Traveling	174	Addicted	0.63	Optimistic	105	2	6	446	33	0.18	4	Late Night	Blocked	36	191	101.1	Aries	Average	Serious Relationship
Genderfluid	Bisexual	Urban	Very High	High School	Foodie, Startups, Sneaker Culture	90	High	0.49	Optimistic	71	15	0	386	11	0.46	10	Late Night	Relationship Formed	29	169	59.1	Aries	Slim	Exploring
Male	Queer	Suburban	Upper-Middle	Master’s	Social Activism, K-pop, Memes	229	Extreme User	0.42	Optimistic	133	24	4	159	9	0.66	0	Late Night	Date Happened	27	155	55.3	Scorpio	Athletic	Casual Dating
Transgender	Lesbian	Small Town	Very High	PhD	Reading, Politics, Hiking	202	Extreme User	0.48	Optimistic	167	27	3	215	59	0.3	22	Late Night	Relationship Formed	44	153	70.2	Virgo	Plus Size	Friends Only
Prefer Not to Say	Gay	Suburban	Very High	MBA	Skating, Writing, Startups	278	Extreme User	0.48	Optimistic	138	4	5	440	20	0.26	19	Evening	One-sided Like	46	159	64.2	Pisces	Average	Casual Dating
Transgender	Straight	Small Town	Middle	PhD	DIY, Painting, Board Games	173	Addicted	0.65	Optimistic	172	21	2	258	50	0.55	13	Morning	Catfished	52	191	77.0	Capricorn	Plus Size	Friends Only
Genderfluid	Gay	Small Town	Very Low	Master’s	Motorcycling, Languages, Parenting	90	High	0.42	Optimistic	97	26	4	73	37	0.23	6	Late Night	Blocked	45	192	104.7	Leo	Muscular	Serious Relationship
Non-binary	Pansexual	Urban	Very Low	No Formal Education	Stand-up Comedy, Tech, K-pop	243	Extreme User	0.73	Swipe Maniac	125	14	2	165	56	0.31	18	Late Night	Blocked	56	190	81.9	Aries	Athletic	Friends Only
Prefer Not to Say	Demisexual	Small Town	Low	Associate’s	Music, K-pop, Tattoos	97	High	0.54	Optimistic	56	11	1	88	73	0.2	20	Evening	One-sided Like	38	161	58.1	Libra	Slim	Serious Relationship
Male	Gay	Remote Area	High	PhD	Social Activism, Writing, K-pop	110	High	0.05	Choosy	53	24	3	103	89	0.38	16	After Midnight	Catfished	26	163	48.6	Capricorn	Muscular	Hookups
Prefer Not to Say	Bisexual	Urban	High	Postdoc	Pets, Gardening, Poetry	139	Addicted	0.53	Optimistic	185	2	6	477	23	0.16	15	Evening	Relationship Formed	55	152	54.8	Aries	Slim	Serious Relationship
Prefer Not to Say	Gay	Remote Area	Lower-Middle	PhD	Parenting, Writing, Meditation	90	High	0.39	Balanced	15	10	5	82	7	0.2	5	Evening	Catfished	21	168	80.4	Virgo	Average	Casual Dating
Male	Lesbian	Suburban	Low	MBA	Movies, Yoga, Foodie	42	Moderate	0.06	Choosy	11	3	0	208	58	0.31	0	Late Night	Chat Ignored	41	164	64.0	Libra	Athletic	Networking
Male	Straight	Metro	High	Postdoc	Clubbing, Movies, Meditation	276	Extreme User	0.51	Optimistic	80	17	4	438	96	0.43	13	After Midnight	Chat Ignored	59	165	64.3	Virgo	Plus Size	Networking
Male	Asexual	Remote Area	Lower-Middle	Master’s	Writing, Dancing, Foodie	166	Addicted	0.43	Optimistic	80	24	0	46	58	0.4	13	Afternoon	Date Happened	46	152	56.4	Sagittarius	Slim	Serious Relationship
Genderfluid	Pansexual	Remote Area	Upper-Middle	MBA	Crafting, MMA, Meditation	296	Extreme User	0.27	Balanced	114	18	5	112	93	0.68	12	Late Night	Date Happened	23	187	101.1	Scorpio	Slim	Serious Relationship
Female	Queer	Small Town	Very High	Postdoc	Clubbing, Art, DIY	150	Addicted	0.44	Optimistic	197	7	5	384	2	0.09	15	Early Morning	Relationship Formed	18	179	71.5	Taurus	Average	Networking
Genderfluid	Pansexual	Urban	Lower-Middle	MBA	Skating, Poetry, Spirituality	246	Extreme User	0.96	Swipe Maniac	117	26	0	395	72	0.33	13	Early Morning	Instant Match	42	190	75.4	Scorpio	Curvy	Serious Relationship
Male	Bisexual	Suburban	Lower-Middle	Bachelor’s	Binge-Watching, Gardening, Cars	207	Extreme User	0.35	Balanced	171	5	2	168	18	0.15	16	After Midnight	Date Happened	34	175	73.2	Virgo	Curvy	Casual Dating
Non-binary	Lesbian	Remote Area	Very High	Postdoc	Gardening, Investing, Skating	141	Addicted	0.58	Optimistic	120	6	1	420	48	0.4	8	Morning	Instant Match	46	160	63.5	Libra	Plus Size	Friends Only
Female	Pansexual	Metro	Very Low	Associate’s	Skating, MMA, Startups	46	Moderate	0.5	Optimistic	164	10	0	342	12	0.15	5	Afternoon	Chat Ignored	37	172	60.1	Sagittarius	Curvy	Casual Dating
Female	Asexual	Remote Area	Low	High School	Spirituality, Parenting, Tattoos	252	Extreme User	0.57	Optimistic	15	9	1	330	37	0.42	18	Late Night	Blocked	28	188	103.2	Gemini	Athletic	Hookups
Male	Queer	Small Town	Very Low	No Formal Education	Movies, Politics, Tech	262	Extreme User	0.4	Optimistic	21	11	4	39	3	0.59	13	Evening	Relationship Formed	28	200	89.6	Sagittarius	Average	Exploring
Non-binary	Pansexual	Remote Area	Very High	Postdoc	Cooking, Photography, Running	32	Moderate	0.39	Balanced	114	28	6	66	4	0.18	5	Late Night	Ghosted	27	160	64.3	Virgo	Athletic	Friends Only
Transgender	Asexual	Small Town	Very High	MBA	Dancing, Traveling, Coding	184	Extreme User	0.48	Optimistic	14	3	5	258	77	0.33	23	Afternoon	Ghosted	32	173	67.9	Gemini	Average	Networking
Male	Queer	Remote Area	Upper-Middle	High School	Traveling, Poetry, Sneaker Culture	142	Addicted	0.79	Swipe Maniac	59	26	6	102	46	0.15	15	Early Morning	Instant Match	41	165	57.2	Cancer	Muscular	Networking
Male	Gay	Rural	High	PhD	Makeup, Anime, Fitness	60	High	0.41	Optimistic	190	18	1	458	60	0.15	23	Morning	Catfished	23	149	62.8	Pisces	Average	Hookups
Male	Queer	Urban	Lower-Middle	Postdoc	Cooking, Dancing, K-pop	14	Very Low	0.78	Swipe Maniac	109	20	2	39	93	0.34	17	Afternoon	Catfished	24	192	110.2	Aries	Curvy	Friends Only
Male	Bisexual	Remote Area	Very High	Associate’s	Anime, Dancing, Pets	102	High	0.75	Swipe Maniac	120	16	6	219	31	0.37	0	Early Morning	No Action	21	163	65.6	Scorpio	Slim	Hookups
Female	Gay	Remote Area	Very Low	PhD	Skating, Parenting, Tech	137	Addicted	0.65	Optimistic	177	17	5	258	83	0.2	8	After Midnight	Catfished	50	194	90.0	Aries	Plus Size	Exploring
Non-binary	Pansexual	Urban	Upper-Middle	Postdoc	Hiking, Gardening, Movies	175	Addicted	0.32	Balanced	43	8	0	5	47	0.45	1	Afternoon	Date Happened	20	191	100.0	Leo	Plus Size	Networking
Prefer Not to Say	Pansexual	Rural	Very High	High School	Hiking, Clubbing, Motorcycling	173	Addicted	0.61	Optimistic	2	2	5	445	16	0.39	0	Evening	Relationship Formed	34	152	59.8	Taurus	Slim	Serious Relationship
Transgender	Straight	Metro	Lower-Middle	Diploma	Running, Clubbing, Podcasts	198	Extreme User	0.36	Balanced	34	0	0	289	4	0.13	1	Morning	Chat Ignored	24	150	42.8	Scorpio	Plus Size	Exploring
Transgender	Straight	Suburban	Middle	Bachelor’s	Podcasts, DIY, Art	148	Addicted	1.0	Swipe Maniac	146	27	0	428	67	0.51	15	Evening	Ghosted	40	174	71.5	Virgo	Athletic	Serious Relationship
Transgender	Asexual	Metro	Very Low	Postdoc	Tech, Stand-up Comedy, Spirituality	134	Addicted	0.4	Optimistic	186	12	1	241	53	0.42	12	Late Night	Relationship Formed	18	152	63.3	Aquarius	Athletic	Serious Relationship
Transgender	Bisexual	Small Town	Very Low	High School	Pets, Photography, Spirituality	149	Addicted	0.25	Balanced	116	14	2	82	84	0.39	1	Afternoon	Date Happened	34	149	44.4	Virgo	Average	Casual Dating
Prefer Not to Say	Pansexual	Remote Area	Middle	No Formal Education	Politics, Pets, Coding	64	High	0.79	Swipe Maniac	109	9	5	347	35	0.46	23	Late Night	Date Happened	41	145	57.4	Capricorn	Plus Size	Networking
Prefer Not to Say	Demisexual	Remote Area	Upper-Middle	MBA	Art, Skating, Poetry	282	Extreme User	0.33	Balanced	54	12	1	477	53	0.05	9	Early Morning	No Action	47	162	63.5	Pisces	Slim	Networking
Male	Lesbian	Rural	Middle	PhD	DIY, MMA, Astrology	127	Addicted	0.8	Swipe Maniac	88	17	4	105	67	0.25	18	Late Night	Mutual Match	19	174	72.7	Sagittarius	Muscular	Friends Only
Prefer Not to Say	Lesbian	Rural	High	Bachelor’s	Gaming, Art, Tech	249	Extreme User	0.36	Balanced	141	22	4	397	39	0.08	5	Early Morning	Date Happened	56	159	50.3	Scorpio	Slim	Hookups
Transgender	Straight	Rural	Upper-Middle	PhD	Stand-up Comedy, K-pop, Fashion	206	Extreme User	0.28	Balanced	36	29	3	245	34	0.37	20	Afternoon	Instant Match	24	163	60.8	Taurus	Athletic	Networking
Prefer Not to Say	Bisexual	Metro	Low	High School	Investing, Yoga, MMA	134	Addicted	0.71	Swipe Maniac	34	27	2	388	96	0.17	16	After Midnight	Mutual Match	30	185	102.3	Leo	Slim	Friends Only
Prefer Not to Say	Asexual	Rural	Low	MBA	Tattoos, Cooking, Reading	128	Addicted	0.49	Optimistic	51	23	6	112	76	0.42	15	Morning	Instant Match	59	191	82.8	Aquarius	Slim	Casual Dating
Non-binary	Lesbian	Remote Area	Upper-Middle	No Formal Education	Binge-Watching, Music, DIY	243	Extreme User	0.9	Swipe Maniac	172	20	5	69	41	0.36	17	Morning	Date Happened	27	168	51.9	Sagittarius	Athletic	Exploring
Female	Pansexual	Urban	Very Low	Master’s	Writing, Cooking, Cars	29	Low	0.81	Swipe Maniac	152	3	1	435	97	0.42	3	Late Night	Ghosted	46	154	56.0	Aquarius	Athletic	Exploring
Male	Gay	Suburban	Upper-Middle	No Formal Education	Astrology, Art, DIY	173	Addicted	0.9	Swipe Maniac	71	4	1	219	76	0.51	11	Evening	Instant Match	40	175	55.4	Aries	Athletic	Hookups
Transgender	Asexual	Metro	Very High	Master’s	Makeup, DIY, Art	296	Extreme User	0.25	Balanced	80	22	0	38	68	0.12	10	Morning	Relationship Formed	36	180	66.4	Libra	Slim	Networking
Transgender	Bisexual	Metro	Middle	Associate’s	Clubbing, History, Gardening	164	Addicted	0.23	Balanced	131	25	3	104	91	0.37	11	Morning	Date Happened	18	195	94.7	Aquarius	Athletic	Networking
Genderfluid	Pansexual	Urban	Upper-Middle	PhD	Social Activism, Music, History	9	Very Low	0.59	Optimistic	138	6	3	86	96	0.37	15	Afternoon	No Action	35	170	56.4	Sagittarius	Slim	Friends Only
Female	Pansexual	Rural	Low	PhD	Anime, Running, Gardening	288	Extreme User	0.62	Optimistic	92	17	6	273	31	0.11	7	After Midnight	Date Happened	29	185	77.7	Aquarius	Muscular	Friends Only
Female	Demisexual	Urban	Very High	Bachelor’s	Binge-Watching, Meditation, Skating	282	Extreme User	0.49	Optimistic	24	24	6	151	48	0.24	7	Evening	Mutual Match	58	179	68.6	Aries	Slim	Hookups
Transgender	Bisexual	Urban	Lower-Middle	No Formal Education	Binge-Watching, Movies, Investing	68	High	0.28	Balanced	3	0	4	301	16	0.14	8	Morning	Date Happened	30	153	60.9	Virgo	Plus Size	Casual Dating
Transgender	Queer	Small Town	High	High School	Movies, Clubbing, Fashion	254	Extreme User	0.53	Optimistic	18	5	1	272	84	0.38	7	Late Night	One-sided Like	41	175	57.6	Taurus	Curvy	Networking
Genderfluid	Straight	Small Town	Very Low	Bachelor’s	Binge-Watching, Movies, History	299	Extreme User	0.23	Balanced	12	5	5	469	80	0.23	1	Afternoon	Blocked	25	167	70.0	Leo	Plus Size	Networking

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