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
Genderfluid	Queer	Suburban	Upper-Middle	MBA	MMA, Clubbing, Painting	80	High	0.55	Optimistic	138	12	3	40	73	0.32	16	Morning	Relationship Formed	27	146	40.1	Libra	Plus Size	Hookups
Non-binary	Straight	Rural	Very Low	MBA	Traveling, Gaming, Makeup	156	Addicted	0.26	Balanced	56	25	2	58	1	0.28	4	Morning	Mutual Match	27	198	116.8	Taurus	Slim	Exploring
Male	Bisexual	Urban	High	High School	Cooking, Fitness, Traveling	199	Extreme User	0.53	Optimistic	61	7	4	275	70	0.06	13	Late Night	No Action	30	177	57.3	Scorpio	Average	Exploring
Genderfluid	Demisexual	Metro	Middle	Postdoc	Binge-Watching, Skating, Fashion	141	Addicted	0.25	Balanced	188	16	0	445	45	0.07	21	Morning	Catfished	34	170	69.9	Taurus	Plus Size	Casual Dating
Male	Lesbian	Suburban	Very Low	No Formal Education	Spirituality, Fashion, Motorcycling	205	Extreme User	0.39	Balanced	8	5	3	292	7	0.35	8	Morning	Chat Ignored	40	181	97.3	Scorpio	Curvy	Casual Dating
Prefer Not to Say	Pansexual	Remote Area	High	Bachelor’s	Spirituality, Tattoos, Crafting	194	Extreme User	0.43	Optimistic	192	19	2	154	17	0.22	20	Early Morning	One-sided Like	40	198	100.0	Leo	Average	Networking
Male	Demisexual	Metro	Very Low	No Formal Education	Cars, Tech, Podcasts	19	Low	0.44	Optimistic	58	5	3	396	80	0.13	2	Afternoon	One-sided Like	20	175	85.4	Capricorn	Plus Size	Casual Dating
Prefer Not to Say	Queer	Urban	Very Low	Bachelor’s	Music, MMA, Memes	141	Addicted	0.57	Optimistic	109	8	6	388	51	0.12	7	Late Night	Catfished	35	162	78.2	Libra	Curvy	Friends Only
Genderfluid	Lesbian	Suburban	Upper-Middle	Bachelor’s	Dancing, Cooking, Memes	131	Addicted	0.56	Optimistic	188	20	4	439	62	0.04	18	Early Morning	Instant Match	43	146	46.7	Capricorn	Athletic	Serious Relationship
Prefer Not to Say	Queer	Remote Area	Low	Master’s	Investing, Gaming, Astrology	137	Addicted	0.72	Swipe Maniac	28	13	1	53	65	0.46	19	After Midnight	Ghosted	41	192	92.2	Taurus	Slim	Casual Dating
Transgender	Asexual	Urban	Very High	No Formal Education	Poetry, K-pop, MMA	289	Extreme User	0.69	Optimistic	40	3	2	97	78	0.27	20	Early Morning	Mutual Match	31	154	58.8	Scorpio	Plus Size	Networking
Non-binary	Straight	Remote Area	Middle	PhD	Parenting, Coding, Investing	63	High	0.6	Optimistic	198	30	6	228	78	0.22	17	After Midnight	Catfished	50	183	73.0	Scorpio	Athletic	Exploring
Male	Bisexual	Remote Area	High	Associate’s	Dancing, Fitness, Meditation	120	Addicted	0.59	Optimistic	123	11	6	328	85	0.34	23	Late Night	One-sided Like	48	168	70.6	Sagittarius	Plus Size	Casual Dating
Female	Straight	Remote Area	Very Low	Diploma	Reading, Clubbing, Music	299	Extreme User	0.66	Optimistic	180	9	2	301	41	0.36	14	Early Morning	Relationship Formed	56	199	108.5	Capricorn	Muscular	Networking
Male	Bisexual	Rural	Very Low	No Formal Education	Pets, Startups, Music	223	Extreme User	0.5	Optimistic	30	28	3	290	12	0.19	22	Late Night	Instant Match	41	173	79.6	Aries	Average	Exploring
Female	Demisexual	Urban	Very Low	MBA	Gardening, Music, Clubbing	202	Extreme User	0.48	Optimistic	150	12	3	3	23	0.44	10	After Midnight	Relationship Formed	46	177	73.6	Taurus	Muscular	Casual Dating
Genderfluid	Gay	Suburban	Middle	High School	Skating, Fitness, Anime	203	Extreme User	0.42	Optimistic	137	20	2	365	82	0.26	15	Late Night	One-sided Like	48	185	69.5	Capricorn	Muscular	Casual Dating
Male	Asexual	Remote Area	Low	Postdoc	Meditation, Coding, Cooking	209	Extreme User	0.56	Optimistic	169	22	4	410	54	0.34	7	Early Morning	Relationship Formed	20	179	85.2	Libra	Average	Hookups
Non-binary	Asexual	Suburban	High	Master’s	Poetry, Clubbing, DIY	248	Extreme User	0.34	Balanced	138	14	4	338	0	0.19	10	After Midnight	No Action	46	164	50.3	Capricorn	Muscular	Networking
Male	Gay	Metro	High	MBA	Startups, Reading, Writing	106	High	0.35	Balanced	73	0	5	466	40	0.09	4	Afternoon	Ghosted	56	182	80.5	Sagittarius	Average	Serious Relationship
Transgender	Demisexual	Remote Area	Upper-Middle	MBA	Makeup, Running, Poetry	264	Extreme User	0.73	Swipe Maniac	109	19	6	292	1	0.29	1	Evening	Relationship Formed	45	187	103.5	Pisces	Slim	Hookups
Female	Gay	Metro	Very High	No Formal Education	Spirituality, Photography, Crafting	124	Addicted	0.56	Optimistic	126	18	6	363	82	0.16	13	Afternoon	Mutual Match	55	165	72.1	Gemini	Plus Size	Hookups
Non-binary	Queer	Urban	Low	Postdoc	Fitness, Memes, Movies	1	Barely	0.7	Swipe Maniac	61	2	0	37	47	0.41	11	Evening	Date Happened	57	192	107.3	Gemini	Average	Networking
Male	Gay	Small Town	Low	No Formal Education	MMA, K-pop, Skating	259	Extreme User	0.55	Optimistic	78	19	0	258	23	0.62	8	Afternoon	Chat Ignored	43	168	56.7	Sagittarius	Muscular	Casual Dating
Male	Pansexual	Suburban	Low	No Formal Education	Photography, Fashion, Dancing	77	High	0.52	Optimistic	32	6	4	393	81	0.06	7	After Midnight	Instant Match	25	145	61.6	Virgo	Curvy	Hookups
Non-binary	Straight	Suburban	Lower-Middle	PhD	Reading, Politics, Fashion	286	Extreme User	0.39	Balanced	66	30	2	248	20	0.47	20	Evening	Relationship Formed	59	167	80.0	Capricorn	Average	Friends Only
Male	Lesbian	Urban	Upper-Middle	MBA	Social Activism, Parenting, Foodie	245	Extreme User	0.52	Optimistic	59	26	2	468	10	0.7	10	After Midnight	No Action	19	190	78.7	Cancer	Muscular	Casual Dating
Genderfluid	Demisexual	Urban	High	MBA	Board Games, Gaming, Running	222	Extreme User	0.42	Optimistic	104	8	3	46	18	0.15	8	Morning	No Action	36	169	55.7	Sagittarius	Muscular	Exploring
Prefer Not to Say	Demisexual	Remote Area	Very High	Postdoc	Politics, Spirituality, Stand-up Comedy	167	Addicted	0.52	Optimistic	75	18	3	174	13	0.27	21	Afternoon	Date Happened	27	161	58.1	Sagittarius	Muscular	Serious Relationship
Genderfluid	Straight	Urban	Lower-Middle	Postdoc	Politics, Yoga, Board Games	299	Extreme User	0.64	Optimistic	120	20	1	207	6	0.36	13	Morning	Mutual Match	41	188	79.2	Pisces	Muscular	Casual Dating
Male	Queer	Small Town	Upper-Middle	Diploma	Parenting, Reading, Sneaker Culture	20	Low	0.75	Swipe Maniac	157	10	4	90	63	0.4	17	Morning	Blocked	21	192	82.2	Gemini	Plus Size	Hookups
Female	Asexual	Small Town	High	MBA	Languages, Politics, Spirituality	162	Addicted	0.46	Optimistic	29	2	3	432	89	0.13	2	After Midnight	Mutual Match	49	187	101.1	Scorpio	Average	Networking
Transgender	Asexual	Urban	Lower-Middle	High School	Tech, Investing, Yoga	87	High	0.24	Balanced	42	13	1	314	98	0.09	6	Evening	Instant Match	29	200	90.4	Pisces	Muscular	Hookups
Genderfluid	Bisexual	Rural	High	MBA	Gaming, Astrology, Yoga	17	Low	0.42	Optimistic	184	29	2	279	69	0.13	4	Afternoon	Ghosted	22	165	72.4	Virgo	Average	Hookups
Transgender	Queer	Remote Area	Upper-Middle	High School	Sneaker Culture, Fashion, Investing	256	Extreme User	0.65	Optimistic	95	2	2	257	51	0.3	18	Afternoon	Mutual Match	38	199	114.8	Leo	Average	Exploring
Genderfluid	Pansexual	Small Town	Very High	PhD	Cooking, Stand-up Comedy, Traveling	41	Moderate	0.67	Optimistic	162	14	4	3	98	0.39	15	Evening	Chat Ignored	25	155	46.6	Aquarius	Average	Networking
Male	Asexual	Rural	Lower-Middle	Postdoc	Sneaker Culture, Hiking, K-pop	218	Extreme User	0.56	Optimistic	26	16	3	26	3	0.63	2	Morning	Chat Ignored	38	155	43.5	Gemini	Curvy	Casual Dating
Non-binary	Gay	Suburban	Low	No Formal Education	Cooking, Poetry, Fashion	184	Extreme User	0.81	Swipe Maniac	114	12	4	53	30	0.08	12	Afternoon	Date Happened	40	150	45.4	Aquarius	Plus Size	Hookups
Female	Asexual	Small Town	Upper-Middle	Master’s	DIY, Painting, Art	90	High	0.23	Balanced	25	22	1	66	65	0.32	19	Late Night	Instant Match	21	164	73.2	Cancer	Curvy	Serious Relationship
Female	Asexual	Rural	Very High	High School	Spirituality, Fitness, Dancing	48	Moderate	0.5	Optimistic	163	29	6	294	32	0.56	5	Evening	Date Happened	33	177	68.3	Aquarius	Muscular	Serious Relationship
Female	Demisexual	Suburban	Low	Master’s	Movies, Writing, Fitness	46	Moderate	0.58	Optimistic	11	11	2	331	28	0.31	0	Late Night	Mutual Match	20	160	70.1	Leo	Average	Hookups
Non-binary	Asexual	Suburban	Very Low	No Formal Education	Dancing, Anime, Foodie	23	Low	0.58	Optimistic	75	14	2	150	89	0.3	15	Evening	Catfished	51	151	62.7	Pisces	Athletic	Hookups
Male	Queer	Urban	Low	Master’s	Makeup, Foodie, Cooking	259	Extreme User	0.84	Swipe Maniac	71	13	6	297	88	0.31	3	Evening	Ghosted	58	179	91.3	Leo	Athletic	Casual Dating
Genderfluid	Pansexual	Metro	Very High	High School	Yoga, Running, Photography	77	High	0.92	Swipe Maniac	125	5	6	155	10	0.55	19	Late Night	Date Happened	57	188	74.9	Libra	Curvy	Networking
Genderfluid	Bisexual	Suburban	Low	Associate’s	Gaming, Board Games, Cars	176	Addicted	0.43	Optimistic	168	19	6	408	57	0.33	12	Early Morning	Blocked	32	161	65.6	Capricorn	Average	Exploring
Non-binary	Asexual	Suburban	High	Diploma	Hiking, Motorcycling, Yoga	66	High	0.09	Choosy	113	19	3	50	84	0.37	15	Evening	Mutual Match	29	197	93.9	Leo	Muscular	Networking
Male	Gay	Suburban	Upper-Middle	No Formal Education	Languages, Writing, Tattoos	175	Addicted	0.54	Optimistic	176	2	3	93	83	0.08	18	Afternoon	Relationship Formed	25	189	97.5	Virgo	Athletic	Networking
Genderfluid	Bisexual	Suburban	High	High School	Reading, Makeup, Investing	292	Extreme User	0.34	Balanced	110	17	1	185	38	0.41	1	Afternoon	Ghosted	27	194	101.2	Leo	Slim	Exploring
Prefer Not to Say	Asexual	Remote Area	Middle	Bachelor’s	Music, Sneaker Culture, DIY	12	Very Low	0.64	Optimistic	161	10	3	157	26	0.34	4	Late Night	Mutual Match	57	188	68.9	Aries	Athletic	Friends Only
Male	Asexual	Urban	Very High	High School	Astrology, Gardening, MMA	91	High	0.39	Balanced	127	29	2	1	97	0.45	13	After Midnight	Blocked	28	182	71.5	Leo	Curvy	Networking
Prefer Not to Say	Demisexual	Suburban	Low	Postdoc	Pets, Anime, Astrology	6	Very Low	0.15	Choosy	88	7	4	200	40	0.39	6	Early Morning	Ghosted	38	186	65.4	Leo	Athletic	Friends Only
Female	Asexual	Small Town	Lower-Middle	Postdoc	Motorcycling, Spirituality, Yoga	31	Moderate	0.17	Choosy	146	8	0	268	34	0.53	9	Afternoon	Chat Ignored	23	174	77.8	Capricorn	Slim	Exploring
Prefer Not to Say	Lesbian	Urban	Lower-Middle	Diploma	Memes, Astrology, Tattoos	255	Extreme User	0.4	Optimistic	162	28	4	239	23	0.45	14	Morning	One-sided Like	51	159	60.4	Cancer	Curvy	Networking
Female	Lesbian	Remote Area	Very Low	High School	Social Activism, Investing, Dancing	261	Extreme User	0.19	Choosy	198	30	6	482	82	0.38	5	After Midnight	Catfished	30	158	63.4	Scorpio	Average	Exploring
Female	Straight	Metro	Lower-Middle	Associate’s	Stand-up Comedy, Astrology, Social Activism	234	Extreme User	0.25	Balanced	44	19	0	119	17	0.33	2	After Midnight	Chat Ignored	38	186	92.0	Cancer	Curvy	Friends Only
Non-binary	Gay	Rural	Lower-Middle	MBA	Podcasts, Clubbing, Fitness	97	High	0.48	Optimistic	112	12	0	24	58	0.18	4	Evening	Date Happened	34	186	86.8	Virgo	Curvy	Serious Relationship
Prefer Not to Say	Queer	Remote Area	Middle	Master’s	Social Activism, Sneaker Culture, Startups	250	Extreme User	0.44	Optimistic	60	4	2	214	3	0.17	11	After Midnight	Date Happened	47	157	69.3	Virgo	Muscular	Serious Relationship
Male	Asexual	Urban	Low	High School	Movies, Startups, Traveling	169	Addicted	0.5	Optimistic	2	2	6	189	65	0.32	21	Morning	Chat Ignored	53	189	94.7	Capricorn	Athletic	Friends Only
Prefer Not to Say	Lesbian	Rural	Very High	High School	Clubbing, Gaming, Podcasts	75	High	0.24	Balanced	71	29	5	473	45	0.36	20	After Midnight	Instant Match	27	166	51.5	Cancer	Plus Size	Networking
Prefer Not to Say	Lesbian	Metro	Middle	Bachelor’s	Board Games, Makeup, MMA	120	Addicted	0.96	Swipe Maniac	73	9	1	91	96	0.13	4	Morning	Relationship Formed	28	149	58.8	Pisces	Athletic	Networking
Female	Queer	Suburban	Very High	High School	Fashion, Hiking, Pets	253	Extreme User	0.43	Optimistic	53	5	1	400	3	0.17	9	Afternoon	Relationship Formed	43	200	77.2	Sagittarius	Average	Serious Relationship
Non-binary	Straight	Remote Area	Very Low	No Formal Education	Art, Writing, Tech	153	Addicted	0.64	Optimistic	73	8	3	416	23	0.03	5	Evening	Catfished	39	194	77.2	Gemini	Athletic	Friends Only
Female	Gay	Metro	Low	PhD	Pets, Art, Fitness	101	High	0.71	Swipe Maniac	67	14	3	85	87	0.27	0	Afternoon	Relationship Formed	54	183	79.7	Libra	Plus Size	Serious Relationship
Prefer Not to Say	Pansexual	Rural	Low	PhD	DIY, Yoga, Podcasts	282	Extreme User	0.59	Optimistic	38	10	5	188	73	0.51	19	Afternoon	Relationship Formed	45	149	57.9	Sagittarius	Athletic	Networking
Non-binary	Lesbian	Remote Area	Very High	PhD	Writing, Makeup, DIY	186	Extreme User	0.65	Optimistic	94	19	4	252	55	0.17	20	After Midnight	Catfished	19	186	89.6	Gemini	Muscular	Casual Dating
Non-binary	Gay	Suburban	Very Low	No Formal Education	Investing, Crafting, MMA	224	Extreme User	0.74	Swipe Maniac	23	1	3	75	28	0.08	10	Late Night	One-sided Like	34	156	55.0	Pisces	Muscular	Hookups
Transgender	Bisexual	Urban	Upper-Middle	Diploma	K-pop, Spirituality, Sneaker Culture	141	Addicted	0.72	Swipe Maniac	195	28	3	344	36	0.18	18	Afternoon	Chat Ignored	30	194	112.2	Libra	Curvy	Hookups
Prefer Not to Say	Demisexual	Remote Area	High	Master’s	Binge-Watching, Motorcycling, Poetry	5	Very Low	0.74	Swipe Maniac	47	21	0	252	54	0.12	20	Morning	No Action	52	172	60.4	Pisces	Slim	Exploring
Prefer Not to Say	Asexual	Urban	Low	No Formal Education	Meditation, Poetry, Photography	72	High	0.6	Optimistic	117	23	1	149	90	0.48	16	Afternoon	Date Happened	33	176	92.9	Leo	Athletic	Exploring
Genderfluid	Pansexual	Small Town	Lower-Middle	High School	Languages, Coding, Motorcycling	152	Addicted	0.53	Optimistic	42	13	2	346	35	0.27	18	After Midnight	Instant Match	45	177	91.8	Gemini	Curvy	Exploring
Female	Queer	Urban	Lower-Middle	PhD	Writing, Art, History	151	Addicted	0.0	Choosy	21	10	4	236	39	0.53	8	Late Night	One-sided Like	29	179	80.4	Cancer	Slim	Networking
Non-binary	Straight	Suburban	Low	Diploma	Tattoos, Startups, Astrology	34	Moderate	0.55	Optimistic	189	17	5	190	84	0.1	17	Late Night	Date Happened	50	189	65.4	Scorpio	Slim	Networking
Transgender	Gay	Urban	Middle	Master’s	Writing, Hiking, Motorcycling	267	Extreme User	0.72	Swipe Maniac	155	3	2	304	7	0.39	16	Evening	Chat Ignored	20	187	78.7	Capricorn	Curvy	Casual Dating
Genderfluid	Gay	Rural	Middle	Bachelor’s	Languages, Crafting, Music	30	Moderate	0.81	Swipe Maniac	77	23	4	343	54	0.42	18	Early Morning	Relationship Formed	20	166	77.2	Virgo	Average	Friends Only
Prefer Not to Say	Straight	Remote Area	Low	MBA	Gardening, Tattoos, Investing	73	High	0.35	Balanced	41	8	4	7	93	0.14	19	Morning	No Action	44	188	69.6	Leo	Average	Casual Dating
Female	Queer	Rural	Upper-Middle	PhD	Investing, Coding, Clubbing	164	Addicted	0.59	Optimistic	43	5	4	404	8	0.34	11	Afternoon	One-sided Like	29	193	89.0	Pisces	Athletic	Exploring
Non-binary	Demisexual	Suburban	Very High	Bachelor’s	History, Politics, Sneaker Culture	250	Extreme User	0.44	Optimistic	35	18	4	161	92	0.19	22	After Midnight	Ghosted	40	184	81.3	Leo	Slim	Friends Only
Male	Pansexual	Suburban	Very Low	High School	Binge-Watching, Gaming, Coding	71	High	0.62	Optimistic	106	27	1	383	63	0.41	11	Late Night	Catfished	29	164	58.6	Gemini	Slim	Serious Relationship
Prefer Not to Say	Queer	Remote Area	High	Diploma	Makeup, Investing, Memes	199	Extreme User	0.37	Balanced	160	16	2	260	43	0.38	14	Evening	Mutual Match	48	167	51.6	Aries	Athletic	Exploring
Non-binary	Straight	Remote Area	Very High	Master’s	Skating, Cars, Startups	294	Extreme User	0.82	Swipe Maniac	120	11	5	100	94	0.33	19	Morning	Catfished	57	196	78.4	Scorpio	Slim	Casual Dating
Prefer Not to Say	Gay	Small Town	Upper-Middle	High School	History, Spirituality, Dancing	176	Addicted	0.42	Optimistic	71	16	6	128	52	0.36	23	Afternoon	Ghosted	41	181	86.8	Libra	Curvy	Friends Only
Genderfluid	Gay	Remote Area	Very High	Postdoc	Meditation, Fashion, Cars	267	Extreme User	0.58	Optimistic	13	5	4	460	25	0.26	1	Evening	Chat Ignored	18	185	89.0	Libra	Athletic	Casual Dating
Genderfluid	Lesbian	Remote Area	Very High	No Formal Education	Foodie, Spirituality, Traveling	204	Extreme User	0.52	Optimistic	6	1	6	142	35	0.32	4	After Midnight	One-sided Like	19	148	47.1	Leo	Plus Size	Casual Dating
Male	Queer	Remote Area	Low	Postdoc	Coding, History, DIY	78	High	0.53	Optimistic	187	14	2	127	91	0.05	22	Evening	Relationship Formed	47	167	62.8	Leo	Athletic	Hookups
Prefer Not to Say	Pansexual	Small Town	Lower-Middle	No Formal Education	Running, Music, Cooking	122	Addicted	0.47	Optimistic	179	9	1	408	22	0.2	7	Afternoon	Instant Match	43	152	65.8	Sagittarius	Athletic	Serious Relationship
Prefer Not to Say	Straight	Rural	Lower-Middle	No Formal Education	Cars, Gardening, Tattoos	56	Moderate	0.45	Optimistic	13	13	6	338	55	0.56	4	Early Morning	Relationship Formed	37	153	54.3	Libra	Slim	Serious Relationship
Prefer Not to Say	Straight	Suburban	Very Low	High School	Social Activism, Movies, Gaming	131	Addicted	0.82	Swipe Maniac	22	4	2	261	64	0.22	13	After Midnight	Mutual Match	29	181	94.0	Taurus	Athletic	Exploring
Non-binary	Demisexual	Urban	Low	Diploma	Foodie, Dancing, History	85	High	0.08	Choosy	175	0	0	53	78	0.16	17	Late Night	Instant Match	38	169	73.4	Pisces	Curvy	Networking
Non-binary	Lesbian	Metro	Very Low	PhD	Traveling, Stand-up Comedy, Motorcycling	69	High	0.9	Swipe Maniac	125	1	1	366	48	0.26	3	Morning	Instant Match	48	158	55.2	Capricorn	Muscular	Friends Only
Genderfluid	Lesbian	Metro	Upper-Middle	PhD	Binge-Watching, Hiking, Spirituality	23	Low	0.7	Swipe Maniac	46	14	0	272	88	0.18	6	Early Morning	One-sided Like	35	173	56.3	Taurus	Average	Hookups
Male	Straight	Small Town	High	Bachelor’s	Meditation, Writing, Yoga	175	Addicted	0.0	Choosy	66	1	6	4	95	0.34	23	Morning	Instant Match	51	175	69.2	Aquarius	Athletic	Hookups
Prefer Not to Say	Gay	Remote Area	High	Postdoc	Investing, Social Activism, History	108	High	0.32	Balanced	70	23	2	252	49	0.06	9	Late Night	No Action	23	177	64.5	Capricorn	Plus Size	Exploring
Transgender	Queer	Small Town	Low	MBA	Motorcycling, Crafting, K-pop	296	Extreme User	0.84	Swipe Maniac	161	2	0	207	83	0.41	22	After Midnight	One-sided Like	20	167	60.0	Sagittarius	Curvy	Casual Dating
Transgender	Pansexual	Metro	Middle	MBA	K-pop, Podcasts, Tech	94	High	0.75	Swipe Maniac	111	13	1	341	90	0.28	23	Early Morning	Relationship Formed	25	178	88.4	Aries	Athletic	Exploring
Genderfluid	Lesbian	Small Town	Middle	Postdoc	Social Activism, Clubbing, DIY	278	Extreme User	0.66	Optimistic	178	26	1	149	47	0.17	16	After Midnight	No Action	57	188	105.3	Capricorn	Athletic	Serious Relationship
Genderfluid	Asexual	Urban	Middle	MBA	Pets, Board Games, Politics	175	Addicted	0.41	Optimistic	112	25	2	151	88	0.32	16	Afternoon	Instant Match	25	163	74.1	Virgo	Muscular	Friends Only
Female	Pansexual	Urban	Very High	Master’s	Art, Photography, Poetry	274	Extreme User	0.64	Optimistic	50	24	1	61	33	0.15	5	Early Morning	No Action	57	162	78.5	Scorpio	Slim	Friends Only
Transgender	Lesbian	Remote Area	Low	Postdoc	Dancing, Fashion, Anime	230	Extreme User	0.71	Swipe Maniac	12	5	2	153	35	0.29	0	Morning	Date Happened	36	175	65.8	Taurus	Muscular	Exploring
Non-binary	Gay	Suburban	Lower-Middle	Associate’s	Yoga, Hiking, Sneaker Culture	169	Addicted	0.42	Optimistic	135	18	5	81	3	0.21	23	After Midnight	Date Happened	53	188	75.3	Scorpio	Curvy	Hookups
Genderfluid	Straight	Remote Area	Lower-Middle	Diploma	DIY, MMA, Board Games	49	Moderate	0.37	Balanced	173	23	1	194	83	0.28	14	Evening	Blocked	36	198	117.6	Pisces	Muscular	Networking

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