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
Female	Queer	Small Town	Upper-Middle	High School	MMA, Fitness, Tattoos	4	Barely	0.42	Optimistic	30	24	5	392	92	0.21	13	Afternoon	Blocked	18	161	73.9	Capricorn	Slim	Serious Relationship
Prefer Not to Say	Gay	Metro	Lower-Middle	High School	Startups, Makeup, Stand-up Comedy	299	Extreme User	0.53	Optimistic	162	16	0	231	57	0.05	8	Early Morning	Mutual Match	24	146	43.9	Virgo	Average	Networking
Male	Straight	Remote Area	Middle	Diploma	K-pop, Podcasts, Politics	245	Extreme User	0.43	Optimistic	27	13	1	313	8	0.22	12	Evening	Relationship Formed	28	184	61.3	Virgo	Slim	Friends Only
Genderfluid	Demisexual	Small Town	Very High	Associate’s	Poetry, DIY, K-pop	61	High	0.55	Optimistic	54	25	0	82	36	0.38	20	Morning	Chat Ignored	18	179	68.9	Scorpio	Slim	Networking
Female	Demisexual	Urban	Upper-Middle	No Formal Education	Dancing, Languages, Social Activism	207	Extreme User	0.7	Swipe Maniac	63	2	2	218	84	0.12	3	Evening	No Action	59	149	58.8	Virgo	Curvy	Casual Dating
Male	Gay	Rural	Very Low	Bachelor’s	History, Pets, Memes	63	High	0.58	Optimistic	105	16	6	447	48	0.16	23	Late Night	Mutual Match	18	198	99.2	Gemini	Average	Networking
Prefer Not to Say	Gay	Rural	Very High	Master’s	Fitness, Writing, MMA	237	Extreme User	0.4	Optimistic	0	0	1	449	26	0.09	22	Evening	Ghosted	50	158	45.7	Cancer	Slim	Serious Relationship
Transgender	Queer	Urban	Lower-Middle	Associate’s	Writing, Movies, Tech	78	High	0.58	Optimistic	149	20	2	395	16	0.4	0	Early Morning	Instant Match	24	157	66.6	Libra	Plus Size	Hookups
Genderfluid	Queer	Remote Area	High	High School	Foodie, Painting, Stand-up Comedy	171	Addicted	0.57	Optimistic	119	24	2	280	51	0.22	6	Early Morning	Ghosted	40	171	72.8	Libra	Muscular	Hookups
Genderfluid	Straight	Suburban	Upper-Middle	Master’s	DIY, Fashion, Photography	212	Extreme User	0.48	Optimistic	189	23	4	243	94	0.53	8	After Midnight	One-sided Like	46	153	61.6	Scorpio	Slim	Hookups
Non-binary	Gay	Remote Area	Very High	Postdoc	Running, Investing, Music	123	Addicted	0.28	Balanced	63	14	4	12	25	0.33	9	Morning	Relationship Formed	45	189	100.7	Sagittarius	Athletic	Networking
Transgender	Demisexual	Small Town	Middle	Bachelor’s	Spirituality, DIY, Traveling	194	Extreme User	0.68	Optimistic	69	26	6	412	77	0.11	10	Morning	Date Happened	26	164	78.3	Leo	Average	Serious Relationship
Non-binary	Queer	Remote Area	Middle	Associate’s	Foodie, Politics, Clubbing	41	Moderate	0.87	Swipe Maniac	30	1	6	382	6	0.46	22	Late Night	Relationship Formed	34	173	74.8	Pisces	Average	Networking
Genderfluid	Queer	Remote Area	Middle	High School	Painting, Music, Investing	118	High	0.39	Balanced	47	27	0	51	74	0.58	6	Afternoon	Relationship Formed	25	162	58.8	Virgo	Athletic	Hookups
Prefer Not to Say	Bisexual	Remote Area	Middle	Bachelor’s	Startups, Motorcycling, Writing	45	Moderate	0.37	Balanced	38	22	1	241	10	0.14	2	Evening	Blocked	57	176	58.5	Cancer	Curvy	Networking
Transgender	Demisexual	Rural	Very Low	Postdoc	Stand-up Comedy, Spirituality, Motorcycling	72	High	0.14	Choosy	86	10	0	331	10	0.27	5	Late Night	Mutual Match	55	173	64.9	Leo	Slim	Casual Dating
Genderfluid	Queer	Suburban	Very High	Postdoc	Motorcycling, History, K-pop	204	Extreme User	0.45	Optimistic	43	28	6	196	13	0.16	13	Afternoon	Chat Ignored	50	189	77.2	Aries	Plus Size	Serious Relationship
Transgender	Gay	Rural	Low	No Formal Education	History, Memes, Fitness	40	Moderate	0.31	Balanced	7	1	3	97	64	0.16	2	Afternoon	Mutual Match	24	165	63.7	Libra	Slim	Hookups
Transgender	Asexual	Small Town	Lower-Middle	PhD	Fashion, Languages, Writing	210	Extreme User	0.69	Optimistic	167	7	3	401	74	0.42	17	Afternoon	Catfished	24	175	64.9	Aquarius	Plus Size	Hookups
Genderfluid	Lesbian	Rural	Very Low	Associate’s	Dancing, Running, Podcasts	145	Addicted	0.53	Optimistic	188	28	4	247	34	0.07	11	After Midnight	Instant Match	39	172	62.7	Gemini	Average	Hookups
Female	Bisexual	Small Town	High	Master’s	Podcasts, Spirituality, Yoga	202	Extreme User	0.37	Balanced	134	1	2	48	27	0.44	7	Late Night	Catfished	37	196	111.4	Libra	Average	Casual Dating
Transgender	Gay	Remote Area	High	No Formal Education	Poetry, Gaming, Politics	18	Low	0.67	Optimistic	43	7	2	292	30	0.26	13	Morning	Relationship Formed	27	176	80.8	Gemini	Average	Friends Only
Transgender	Straight	Metro	Low	No Formal Education	Cooking, Gaming, Stand-up Comedy	240	Extreme User	0.06	Choosy	157	2	4	293	80	0.1	20	Afternoon	Chat Ignored	57	170	82.9	Sagittarius	Athletic	Casual Dating
Prefer Not to Say	Straight	Urban	High	MBA	Tattoos, Cars, Clubbing	236	Extreme User	0.55	Optimistic	11	0	1	64	66	0.09	18	Late Night	Relationship Formed	51	155	60.8	Aries	Athletic	Hookups
Non-binary	Pansexual	Small Town	Upper-Middle	MBA	Dancing, Cars, Tech	106	High	0.8	Swipe Maniac	142	20	2	78	51	0.35	21	Morning	One-sided Like	19	196	86.4	Gemini	Athletic	Networking
Transgender	Demisexual	Suburban	Low	No Formal Education	Hiking, Running, Skating	111	High	0.3	Balanced	95	11	2	158	3	0.44	16	Afternoon	Catfished	57	194	81.7	Virgo	Athletic	Networking
Female	Bisexual	Remote Area	High	Diploma	Parenting, Yoga, Gardening	148	Addicted	0.52	Optimistic	99	11	5	401	66	0.17	22	Afternoon	Mutual Match	57	195	110.3	Capricorn	Athletic	Networking
Female	Straight	Suburban	Upper-Middle	No Formal Education	Meditation, Astrology, Music	42	Moderate	0.38	Balanced	61	19	5	454	67	0.52	18	After Midnight	No Action	51	199	104.9	Pisces	Average	Serious Relationship
Transgender	Bisexual	Metro	Very High	MBA	Gaming, Fashion, Photography	70	High	0.67	Optimistic	68	13	2	166	43	0.5	7	Late Night	No Action	22	161	51.6	Aquarius	Curvy	Serious Relationship
Female	Queer	Metro	Middle	MBA	Fashion, Coding, Politics	28	Low	0.86	Swipe Maniac	93	21	1	475	95	0.08	19	Late Night	One-sided Like	26	153	53.8	Virgo	Curvy	Hookups
Non-binary	Pansexual	Rural	Upper-Middle	Bachelor’s	Memes, Anime, Painting	23	Low	0.13	Choosy	176	21	4	1	66	0.24	7	Morning	No Action	37	173	70.3	Cancer	Muscular	Serious Relationship
Female	Bisexual	Small Town	Very High	PhD	Parenting, Astrology, Cars	221	Extreme User	0.27	Balanced	147	16	3	143	77	0.13	5	Early Morning	Mutual Match	55	168	68.3	Libra	Muscular	Casual Dating
Male	Gay	Metro	Very Low	PhD	Running, Poetry, Fitness	186	Extreme User	0.13	Choosy	114	27	2	453	23	0.38	11	Early Morning	No Action	40	196	103.0	Virgo	Plus Size	Exploring
Non-binary	Bisexual	Remote Area	Low	Master’s	Dancing, Pets, Clubbing	139	Addicted	0.14	Choosy	29	27	2	288	93	0.25	20	Late Night	Blocked	23	198	76.1	Scorpio	Average	Casual Dating
Transgender	Asexual	Metro	Very High	Postdoc	Dancing, Languages, Art	255	Extreme User	0.43	Optimistic	90	12	6	458	25	0.24	3	Evening	Instant Match	19	182	61.6	Aries	Plus Size	Hookups
Prefer Not to Say	Straight	Suburban	Lower-Middle	No Formal Education	Traveling, Foodie, Photography	157	Addicted	0.67	Optimistic	193	25	6	385	86	0.19	10	After Midnight	Relationship Formed	47	152	53.6	Scorpio	Muscular	Exploring
Genderfluid	Lesbian	Metro	Very Low	MBA	Pets, Painting, Stand-up Comedy	209	Extreme User	0.45	Optimistic	43	8	2	494	21	0.22	10	Evening	No Action	25	151	43.3	Pisces	Athletic	Hookups
Genderfluid	Bisexual	Rural	Very High	MBA	Painting, Makeup, Sneaker Culture	284	Extreme User	0.29	Balanced	174	18	4	150	15	0.24	18	Late Night	Blocked	39	194	95.6	Scorpio	Muscular	Exploring
Genderfluid	Queer	Rural	Upper-Middle	Bachelor’s	Sneaker Culture, Podcasts, Writing	137	Addicted	0.36	Balanced	132	7	4	178	5	0.13	2	Late Night	No Action	31	166	71.9	Cancer	Slim	Friends Only
Transgender	Asexual	Suburban	Middle	Associate’s	Gaming, Makeup, Photography	277	Extreme User	0.45	Optimistic	172	25	4	22	67	0.1	18	Early Morning	Catfished	50	181	96.3	Taurus	Muscular	Hookups
Transgender	Pansexual	Remote Area	Middle	Diploma	History, Memes, Podcasts	127	Addicted	0.48	Optimistic	182	24	5	473	1	0.42	3	Morning	No Action	52	162	47.8	Gemini	Muscular	Hookups
Prefer Not to Say	Queer	Suburban	Low	Associate’s	Cars, Podcasts, MMA	142	Addicted	0.45	Optimistic	147	17	0	408	19	0.23	13	Evening	Ghosted	54	156	46.0	Aries	Muscular	Hookups
Genderfluid	Lesbian	Remote Area	Lower-Middle	MBA	Music, Politics, Crafting	60	High	0.57	Optimistic	143	27	5	178	9	0.2	21	Morning	Catfished	37	169	56.0	Scorpio	Average	Serious Relationship
Genderfluid	Lesbian	Suburban	Low	Master’s	Board Games, Meditation, Traveling	123	Addicted	0.5	Optimistic	63	7	3	410	84	0.19	11	Early Morning	Catfished	39	159	71.5	Virgo	Slim	Friends Only
Male	Straight	Small Town	High	Master’s	Sneaker Culture, K-pop, Languages	214	Extreme User	0.29	Balanced	188	4	1	216	28	0.18	23	Evening	Ghosted	22	164	63.5	Scorpio	Slim	Hookups
Male	Queer	Small Town	Very High	No Formal Education	Traveling, Tech, Fashion	66	High	0.27	Balanced	13	10	5	330	71	0.45	15	After Midnight	Mutual Match	37	158	67.9	Sagittarius	Plus Size	Networking
Male	Pansexual	Metro	Very High	PhD	Foodie, Coding, Hiking	175	Addicted	0.5	Optimistic	111	1	3	154	12	0.24	0	Early Morning	Date Happened	46	195	86.7	Taurus	Curvy	Serious Relationship
Prefer Not to Say	Asexual	Suburban	Middle	Bachelor’s	Foodie, Parenting, Fitness	161	Addicted	0.33	Balanced	43	6	0	157	69	0.17	21	Afternoon	Blocked	30	198	80.8	Cancer	Plus Size	Serious Relationship
Transgender	Lesbian	Urban	Low	Bachelor’s	Running, Yoga, K-pop	136	Addicted	0.28	Balanced	70	22	1	482	67	0.12	0	Afternoon	No Action	21	152	47.8	Leo	Athletic	Serious Relationship
Transgender	Demisexual	Rural	High	Master’s	Sneaker Culture, History, Foodie	207	Extreme User	0.5	Optimistic	173	16	5	397	86	0.41	17	Afternoon	Instant Match	32	150	45.4	Pisces	Muscular	Casual Dating
Prefer Not to Say	Bisexual	Remote Area	Very High	Associate’s	Startups, Poetry, DIY	195	Extreme User	0.26	Balanced	171	9	6	102	28	0.04	10	After Midnight	No Action	41	191	68.9	Aquarius	Muscular	Serious Relationship
Non-binary	Asexual	Remote Area	Lower-Middle	No Formal Education	Politics, Skating, Poetry	183	Extreme User	0.0	Choosy	64	2	5	208	12	0.15	4	Morning	Instant Match	31	146	58.4	Taurus	Muscular	Networking
Transgender	Demisexual	Remote Area	Middle	PhD	DIY, Parenting, Tattoos	198	Extreme User	0.78	Swipe Maniac	193	12	4	53	8	0.06	21	After Midnight	Instant Match	29	192	72.6	Gemini	Slim	Serious Relationship
Non-binary	Demisexual	Suburban	Very High	High School	MMA, DIY, Fashion	198	Extreme User	0.5	Optimistic	106	25	0	211	46	0.18	21	After Midnight	Mutual Match	20	162	48.0	Pisces	Average	Networking
Genderfluid	Asexual	Small Town	Middle	No Formal Education	Music, Sneaker Culture, Skating	150	Addicted	0.51	Optimistic	115	1	0	258	93	0.59	16	Late Night	Mutual Match	37	154	57.9	Sagittarius	Average	Casual Dating
Non-binary	Gay	Suburban	Middle	High School	Makeup, Crafting, Social Activism	134	Addicted	0.34	Balanced	144	11	6	248	48	0.5	0	Morning	One-sided Like	20	160	71.9	Capricorn	Athletic	Casual Dating
Prefer Not to Say	Lesbian	Urban	Upper-Middle	High School	Spirituality, Traveling, Fashion	209	Extreme User	0.4	Optimistic	86	22	5	328	75	0.21	6	After Midnight	Blocked	44	145	42.7	Gemini	Curvy	Serious Relationship
Genderfluid	Straight	Rural	Very Low	Bachelor’s	Running, Clubbing, Fitness	220	Extreme User	0.59	Optimistic	99	16	4	130	91	0.19	17	Late Night	Date Happened	57	168	72.5	Gemini	Muscular	Serious Relationship
Female	Queer	Urban	Upper-Middle	Bachelor’s	Art, Astrology, DIY	136	Addicted	0.3	Balanced	24	4	2	394	56	0.25	7	Morning	One-sided Like	45	159	46.3	Aries	Plus Size	Serious Relationship
Prefer Not to Say	Bisexual	Suburban	Low	High School	Anime, Coding, Astrology	54	Moderate	0.46	Optimistic	89	28	5	219	45	0.61	12	Morning	Catfished	46	200	76.8	Gemini	Curvy	Exploring
Female	Demisexual	Suburban	Middle	Master’s	Social Activism, Fashion, Painting	250	Extreme User	0.54	Optimistic	9	9	6	378	27	0.4	8	Morning	One-sided Like	32	186	73.7	Virgo	Average	Friends Only
Female	Asexual	Small Town	High	Postdoc	Sneaker Culture, Cars, Hiking	112	High	0.05	Choosy	89	17	2	334	32	0.2	8	After Midnight	Chat Ignored	58	181	61.6	Scorpio	Muscular	Networking
Female	Demisexual	Suburban	Lower-Middle	Associate’s	Fashion, Coding, Poetry	205	Extreme User	0.75	Swipe Maniac	67	17	0	10	29	0.45	15	Evening	Mutual Match	28	152	60.8	Gemini	Muscular	Friends Only
Non-binary	Pansexual	Metro	Upper-Middle	High School	Podcasts, Crafting, Parenting	257	Extreme User	0.51	Optimistic	182	15	1	266	28	0.1	23	Morning	Mutual Match	50	175	61.6	Leo	Athletic	Serious Relationship
Male	Lesbian	Rural	Very High	Bachelor’s	Pets, Astrology, Hiking	26	Low	0.37	Balanced	37	17	0	275	84	0.09	11	Morning	One-sided Like	56	160	74.8	Libra	Plus Size	Friends Only
Genderfluid	Straight	Urban	Middle	High School	Traveling, Skating, Anime	179	Addicted	0.38	Balanced	171	20	2	467	8	0.17	7	After Midnight	Relationship Formed	58	168	57.3	Gemini	Muscular	Casual Dating
Transgender	Asexual	Suburban	Upper-Middle	Postdoc	Memes, Politics, Social Activism	300	Extreme User	0.46	Optimistic	11	5	6	407	38	0.46	9	Late Night	Instant Match	34	183	69.3	Aquarius	Curvy	Exploring
Male	Gay	Urban	Very Low	High School	Cooking, Makeup, Memes	265	Extreme User	0.37	Balanced	58	24	3	256	40	0.15	19	Afternoon	Blocked	38	159	50.3	Aquarius	Muscular	Exploring
Prefer Not to Say	Lesbian	Remote Area	Very Low	Diploma	Movies, Stand-up Comedy, Dancing	72	High	0.62	Optimistic	12	10	5	465	37	0.23	14	Afternoon	Ghosted	34	193	91.6	Aquarius	Athletic	Hookups
Male	Demisexual	Urban	Lower-Middle	Bachelor’s	Art, Fitness, Board Games	33	Moderate	0.39	Balanced	144	26	1	211	6	0.5	14	Afternoon	Instant Match	20	170	70.2	Aries	Athletic	Exploring
Prefer Not to Say	Queer	Suburban	Very High	Diploma	Stand-up Comedy, Poetry, Cars	17	Low	0.6	Optimistic	34	10	3	411	46	0.31	22	Evening	Date Happened	26	147	61.8	Sagittarius	Average	Hookups
Non-binary	Queer	Suburban	Low	Diploma	Cars, DIY, Gaming	55	Moderate	0.78	Swipe Maniac	153	8	6	221	16	0.4	19	Evening	Relationship Formed	46	154	61.0	Capricorn	Muscular	Casual Dating
Genderfluid	Pansexual	Rural	Low	Postdoc	Motorcycling, Social Activism, Cars	77	High	0.68	Optimistic	200	4	0	198	5	0.13	8	Late Night	Catfished	56	182	92.1	Aries	Muscular	Serious Relationship
Prefer Not to Say	Queer	Suburban	Lower-Middle	Master’s	Reading, Startups, Spirituality	29	Low	0.59	Optimistic	82	18	4	397	89	0.07	17	After Midnight	Chat Ignored	42	197	112.2	Libra	Average	Serious Relationship
Transgender	Gay	Small Town	Middle	Master’s	K-pop, Anime, Spirituality	49	Moderate	0.68	Optimistic	100	9	1	493	53	0.17	15	Morning	Relationship Formed	31	159	64.7	Capricorn	Muscular	Networking
Prefer Not to Say	Gay	Suburban	High	Master’s	Pets, MMA, Sneaker Culture	7	Very Low	0.55	Optimistic	104	14	0	276	58	0.12	23	Afternoon	Blocked	23	157	46.1	Gemini	Slim	Serious Relationship
Female	Queer	Rural	Upper-Middle	Master’s	Meditation, Painting, Tech	240	Extreme User	0.21	Balanced	39	0	2	211	2	0.02	13	Morning	Blocked	40	177	74.9	Aries	Athletic	Casual Dating
Female	Queer	Suburban	Upper-Middle	Master’s	Meditation, Fitness, Clubbing	297	Extreme User	0.43	Optimistic	125	10	3	277	67	0.19	4	After Midnight	Date Happened	56	179	67.6	Aquarius	Muscular	Networking
Female	Lesbian	Small Town	Upper-Middle	Diploma	Music, Tech, Fashion	18	Low	0.7	Swipe Maniac	93	10	6	236	33	0.27	14	Late Night	No Action	49	196	94.5	Leo	Average	Hookups
Prefer Not to Say	Straight	Remote Area	Very High	Diploma	MMA, Poetry, Binge-Watching	252	Extreme User	0.2	Balanced	187	16	0	31	10	0.25	22	Early Morning	No Action	29	167	56.6	Taurus	Plus Size	Exploring
Male	Bisexual	Rural	Upper-Middle	Bachelor’s	Tattoos, Stand-up Comedy, Cooking	221	Extreme User	0.57	Optimistic	191	17	0	393	87	0.14	13	Late Night	Catfished	59	164	78.5	Libra	Muscular	Exploring
Male	Demisexual	Metro	Very High	MBA	Traveling, Languages, Dancing	77	High	0.51	Optimistic	199	22	4	304	94	0.07	7	Morning	Mutual Match	23	151	60.4	Libra	Plus Size	Serious Relationship
Female	Gay	Rural	Low	Postdoc	Sneaker Culture, Skating, Poetry	96	High	0.99	Swipe Maniac	185	18	1	410	95	0.14	20	Late Night	Blocked	57	191	67.9	Sagittarius	Muscular	Networking
Male	Asexual	Rural	Very High	No Formal Education	Cooking, Gaming, Motorcycling	49	Moderate	0.41	Optimistic	170	5	4	200	39	0.73	14	Morning	One-sided Like	39	191	89.7	Pisces	Muscular	Exploring
Non-binary	Pansexual	Small Town	High	No Formal Education	Startups, Hiking, Art	96	High	0.57	Optimistic	132	13	5	159	62	0.46	6	Late Night	One-sided Like	48	186	88.9	Gemini	Athletic	Networking
Non-binary	Asexual	Metro	Middle	PhD	Movies, Hiking, Social Activism	200	Extreme User	0.46	Optimistic	113	13	0	194	85	0.5	7	Late Night	Blocked	46	191	94.5	Virgo	Average	Serious Relationship
Non-binary	Bisexual	Suburban	Upper-Middle	Master’s	Pets, Writing, Clubbing	203	Extreme User	0.6	Optimistic	126	26	3	6	34	0.34	0	Evening	Date Happened	28	188	87.3	Pisces	Curvy	Hookups
Female	Queer	Urban	Upper-Middle	PhD	Sneaker Culture, Investing, Startups	3	Barely	0.71	Swipe Maniac	155	1	1	222	98	0.21	2	Afternoon	Blocked	51	183	61.3	Gemini	Muscular	Casual Dating
Female	Bisexual	Small Town	Very Low	No Formal Education	Clubbing, Poetry, Spirituality	236	Extreme User	0.6	Optimistic	166	2	1	198	83	0.2	19	Early Morning	Mutual Match	41	172	65.4	Taurus	Average	Friends Only
Male	Bisexual	Rural	Low	Associate’s	Hiking, Spirituality, Gaming	267	Extreme User	0.35	Balanced	65	3	0	409	72	0.09	20	After Midnight	Relationship Formed	37	161	74.4	Aries	Athletic	Serious Relationship
Prefer Not to Say	Demisexual	Remote Area	Upper-Middle	Bachelor’s	Social Activism, Memes, Movies	197	Extreme User	0.61	Optimistic	63	27	5	249	84	0.71	15	After Midnight	Instant Match	51	151	49.5	Taurus	Plus Size	Exploring
Transgender	Straight	Suburban	Middle	No Formal Education	Tech, Foodie, Hiking	67	High	0.25	Balanced	26	26	3	404	36	0.54	21	Afternoon	Catfished	52	191	83.2	Gemini	Curvy	Hookups
Non-binary	Lesbian	Remote Area	High	High School	Photography, Meditation, Coding	91	High	0.79	Swipe Maniac	78	22	2	315	55	0.25	17	After Midnight	One-sided Like	27	176	61.3	Virgo	Athletic	Friends Only
Transgender	Gay	Urban	Very Low	MBA	Politics, Stand-up Comedy, Movies	83	High	0.64	Optimistic	78	7	6	42	100	0.37	19	After Midnight	Relationship Formed	53	147	51.2	Pisces	Slim	Casual Dating
Female	Queer	Remote Area	Very High	No Formal Education	Tattoos, Skating, Board Games	209	Extreme User	0.85	Swipe Maniac	165	23	3	346	14	0.1	14	After Midnight	One-sided Like	44	179	81.1	Aries	Muscular	Friends Only
Transgender	Queer	Small Town	Lower-Middle	PhD	Tattoos, Art, Memes	107	High	0.51	Optimistic	175	4	5	485	53	0.42	20	Late Night	Relationship Formed	33	200	119.2	Leo	Slim	Casual Dating
Genderfluid	Lesbian	Metro	Middle	PhD	Motorcycling, Traveling, Running	66	High	0.53	Optimistic	186	5	2	337	96	0.46	23	After Midnight	One-sided Like	58	155	72.1	Libra	Curvy	Serious Relationship
Transgender	Bisexual	Remote Area	Low	PhD	Fitness, Investing, Photography	231	Extreme User	0.0	Choosy	173	27	0	404	26	0.7	16	Early Morning	Date Happened	38	185	62.3	Gemini	Muscular	Networking
Male	Lesbian	Suburban	Middle	Bachelor’s	Traveling, Writing, Crafting	195	Extreme User	0.43	Optimistic	25	1	5	479	3	0.24	7	After Midnight	Mutual Match	53	183	94.1	Taurus	Slim	Casual Dating
Prefer Not to Say	Asexual	Suburban	Low	Diploma	History, Clubbing, Startups	199	Extreme User	0.57	Optimistic	123	8	2	497	92	0.16	11	Afternoon	Instant Match	36	189	90.0	Cancer	Average	Serious Relationship

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