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
Male	Pansexual	Remote Area	Lower-Middle	High School	Social Activism, Politics, K-pop	269	Extreme User	0.58	Optimistic	54	9	6	349	13	0.23	23	After Midnight	Instant Match	21	194	79.4	Leo	Slim	Friends Only
Non-binary	Gay	Urban	Very Low	Master’s	Photography, Cars, Fashion	14	Very Low	0.55	Optimistic	95	16	5	346	64	0.08	20	Late Night	One-sided Like	57	170	70.2	Sagittarius	Average	Networking
Male	Straight	Remote Area	High	Associate’s	Reading, Astrology, History	21	Low	0.89	Swipe Maniac	78	9	0	480	10	0.3	3	Evening	Instant Match	51	200	84.0	Cancer	Curvy	Friends Only
Transgender	Gay	Urban	Upper-Middle	High School	Pets, Poetry, Board Games	135	Addicted	0.52	Optimistic	28	3	1	23	92	0.06	23	Evening	Mutual Match	19	186	67.8	Virgo	Slim	Hookups
Genderfluid	Pansexual	Small Town	Middle	Associate’s	MMA, Running, Astrology	95	High	0.52	Optimistic	172	22	1	325	72	0.12	8	Late Night	Catfished	18	184	85.7	Libra	Plus Size	Serious Relationship
Female	Asexual	Urban	Lower-Middle	Postdoc	Fitness, Cars, Motorcycling	33	Moderate	0.65	Optimistic	144	3	5	255	50	0.36	11	Evening	Chat Ignored	29	177	58.6	Cancer	Plus Size	Exploring
Female	Asexual	Urban	Low	High School	Sneaker Culture, Spirituality, Skating	30	Moderate	0.57	Optimistic	40	14	6	348	1	0.09	7	Morning	Instant Match	38	148	42.3	Pisces	Plus Size	Serious Relationship
Prefer Not to Say	Straight	Suburban	Low	Master’s	K-pop, Investing, Music	271	Extreme User	0.67	Optimistic	153	9	1	365	61	0.0	23	Late Night	Catfished	23	151	58.6	Capricorn	Slim	Networking
Female	Queer	Suburban	Very High	PhD	Poetry, History, Sneaker Culture	28	Low	0.46	Optimistic	47	6	2	345	90	0.43	16	Evening	One-sided Like	59	199	75.2	Scorpio	Average	Serious Relationship
Prefer Not to Say	Asexual	Metro	High	Bachelor’s	Poetry, Traveling, Movies	250	Extreme User	0.66	Optimistic	180	26	2	211	58	0.28	4	Early Morning	No Action	46	157	70.7	Virgo	Average	Exploring
Prefer Not to Say	Demisexual	Urban	Low	Master’s	Investing, Memes, Poetry	123	Addicted	0.54	Optimistic	24	13	6	380	73	0.42	4	Early Morning	Instant Match	21	184	90.4	Sagittarius	Average	Casual Dating
Prefer Not to Say	Queer	Remote Area	High	MBA	Makeup, Running, Crafting	88	High	0.4	Optimistic	6	5	3	489	20	0.2	11	Morning	Mutual Match	39	188	72.8	Pisces	Athletic	Friends Only
Male	Straight	Urban	Lower-Middle	MBA	Podcasts, Spirituality, Cars	93	High	0.7	Swipe Maniac	126	17	0	281	12	0.2	7	Morning	Relationship Formed	25	152	55.0	Aries	Athletic	Networking
Non-binary	Pansexual	Remote Area	Low	High School	Tech, Yoga, Coding	289	Extreme User	0.44	Optimistic	22	21	1	21	52	0.21	19	Late Night	Date Happened	32	167	52.2	Cancer	Slim	Friends Only
Male	Straight	Remote Area	Middle	PhD	Clubbing, Crafting, Memes	224	Extreme User	0.61	Optimistic	194	9	1	200	18	0.27	2	After Midnight	One-sided Like	25	179	64.1	Taurus	Athletic	Exploring
Genderfluid	Demisexual	Rural	Very High	Master’s	Startups, Poetry, Stand-up Comedy	65	High	0.88	Swipe Maniac	57	27	5	200	36	0.21	2	Early Morning	No Action	36	200	92.8	Aquarius	Curvy	Serious Relationship
Transgender	Asexual	Rural	Very Low	Associate’s	MMA, Fashion, History	19	Low	0.29	Balanced	15	1	4	17	57	0.46	17	Evening	No Action	21	155	58.9	Scorpio	Slim	Serious Relationship
Prefer Not to Say	Straight	Rural	Upper-Middle	Master’s	Binge-Watching, Running, K-pop	158	Addicted	0.35	Balanced	78	24	2	169	36	0.1	6	Early Morning	No Action	18	197	85.4	Virgo	Plus Size	Serious Relationship
Prefer Not to Say	Queer	Small Town	Middle	PhD	Startups, Skating, Board Games	213	Extreme User	0.32	Balanced	120	5	5	355	68	0.5	10	Late Night	Mutual Match	47	180	67.7	Sagittarius	Plus Size	Friends Only
Transgender	Asexual	Urban	Upper-Middle	Bachelor’s	Board Games, Skating, Spirituality	106	High	0.33	Balanced	57	20	2	145	71	0.29	13	After Midnight	Blocked	54	160	54.5	Virgo	Slim	Exploring
Non-binary	Lesbian	Urban	High	Diploma	Photography, Crafting, Dancing	231	Extreme User	0.71	Swipe Maniac	156	0	2	216	41	0.35	14	Afternoon	Mutual Match	22	194	93.3	Taurus	Athletic	Exploring
Female	Lesbian	Small Town	Very Low	MBA	Reading, Makeup, Music	8	Very Low	0.84	Swipe Maniac	144	15	1	229	98	0.02	20	Early Morning	Ghosted	43	173	75.4	Libra	Muscular	Hookups
Non-binary	Demisexual	Suburban	Middle	Postdoc	Yoga, Fashion, Hiking	134	Addicted	0.57	Optimistic	168	17	3	141	79	0.3	20	Late Night	One-sided Like	38	154	53.4	Gemini	Plus Size	Networking
Prefer Not to Say	Demisexual	Suburban	Low	Diploma	Podcasts, Tattoos, Music	114	High	0.79	Swipe Maniac	121	14	3	82	62	0.5	20	Evening	Mutual Match	42	154	50.5	Libra	Slim	Serious Relationship
Transgender	Bisexual	Rural	Very Low	No Formal Education	Podcasts, MMA, Fashion	186	Extreme User	0.4	Optimistic	89	30	6	44	96	0.18	1	Morning	Ghosted	47	163	49.9	Aquarius	Curvy	Exploring
Prefer Not to Say	Demisexual	Metro	Upper-Middle	Master’s	Spirituality, Board Games, Podcasts	68	High	0.49	Optimistic	175	26	5	143	68	0.51	11	Morning	Relationship Formed	53	168	68.9	Scorpio	Curvy	Networking
Non-binary	Bisexual	Rural	Upper-Middle	No Formal Education	Languages, Investing, Sneaker Culture	123	Addicted	0.62	Optimistic	116	24	4	121	92	0.33	15	Evening	Ghosted	20	146	45.4	Gemini	Plus Size	Casual Dating
Genderfluid	Lesbian	Suburban	Very Low	Diploma	Sneaker Culture, Cooking, Memes	245	Extreme User	0.57	Optimistic	164	10	6	215	70	0.03	15	Afternoon	Instant Match	38	149	43.3	Taurus	Muscular	Exploring
Male	Lesbian	Urban	Very Low	Diploma	Gardening, Tattoos, Painting	233	Extreme User	0.43	Optimistic	162	0	0	245	22	0.73	21	Early Morning	Chat Ignored	53	171	83.9	Aquarius	Curvy	Exploring
Female	Demisexual	Metro	Upper-Middle	MBA	Fashion, Motorcycling, Writing	13	Very Low	0.75	Swipe Maniac	33	4	0	419	85	0.25	4	Afternoon	Mutual Match	50	197	97.4	Pisces	Muscular	Friends Only
Prefer Not to Say	Straight	Metro	Very Low	MBA	Tech, K-pop, Social Activism	267	Extreme User	0.34	Balanced	102	22	5	27	3	0.27	12	Early Morning	Relationship Formed	31	147	39.3	Sagittarius	Athletic	Hookups
Genderfluid	Demisexual	Metro	Very Low	Bachelor’s	Motorcycling, Makeup, Social Activism	150	Addicted	0.55	Optimistic	115	13	5	299	9	0.14	11	Early Morning	Mutual Match	32	181	64.5	Sagittarius	Curvy	Exploring
Genderfluid	Demisexual	Suburban	High	Bachelor’s	Motorcycling, History, Gaming	16	Low	0.44	Optimistic	65	27	6	316	44	0.07	15	Afternoon	Ghosted	44	192	104.7	Aquarius	Plus Size	Friends Only
Transgender	Pansexual	Suburban	Lower-Middle	Diploma	Crafting, Podcasts, Stand-up Comedy	83	High	0.55	Optimistic	52	1	1	188	90	0.17	21	Early Morning	No Action	44	192	85.5	Sagittarius	Curvy	Networking
Genderfluid	Straight	Remote Area	Very High	Postdoc	Reading, Photography, Painting	231	Extreme User	0.49	Optimistic	85	6	5	48	9	0.21	21	Afternoon	Chat Ignored	44	193	79.0	Aquarius	Athletic	Serious Relationship
Genderfluid	Gay	Suburban	Middle	Associate’s	Writing, Art, Spirituality	124	Addicted	0.35	Balanced	4	4	3	168	98	0.11	5	Afternoon	Blocked	46	165	63.2	Pisces	Curvy	Networking
Prefer Not to Say	Pansexual	Rural	Very Low	Associate’s	Gaming, Investing, Art	119	High	0.58	Optimistic	43	19	2	179	67	0.31	16	After Midnight	Catfished	48	154	52.2	Scorpio	Muscular	Hookups
Genderfluid	Queer	Remote Area	Middle	Diploma	DIY, Parenting, Fitness	295	Extreme User	0.33	Balanced	60	19	1	164	48	0.56	6	Early Morning	Chat Ignored	43	164	71.0	Cancer	Average	Serious Relationship
Prefer Not to Say	Straight	Suburban	Very Low	MBA	Art, Sneaker Culture, DIY	166	Addicted	0.41	Optimistic	169	8	2	267	17	0.62	8	Late Night	Relationship Formed	50	180	59.6	Cancer	Athletic	Hookups
Genderfluid	Bisexual	Metro	High	Associate’s	Startups, Skating, Poetry	299	Extreme User	0.56	Optimistic	153	23	6	259	30	0.09	15	Early Morning	Instant Match	19	170	56.6	Cancer	Plus Size	Exploring
Male	Straight	Metro	High	No Formal Education	K-pop, Fitness, Anime	155	Addicted	0.51	Optimistic	24	13	5	396	79	0.23	2	Afternoon	Ghosted	45	147	59.4	Cancer	Average	Friends Only
Male	Pansexual	Rural	High	No Formal Education	DIY, Fitness, Gardening	232	Extreme User	0.44	Optimistic	62	10	3	237	44	0.63	15	Late Night	No Action	32	191	94.5	Gemini	Slim	Networking
Male	Gay	Rural	Middle	MBA	Fashion, Painting, Parenting	73	High	0.51	Optimistic	1	1	0	226	94	0.23	18	Early Morning	Blocked	18	199	76.8	Sagittarius	Plus Size	Friends Only
Female	Gay	Suburban	Low	MBA	Fashion, Investing, Painting	30	Moderate	0.78	Swipe Maniac	98	26	1	128	5	0.28	3	Afternoon	No Action	50	157	56.2	Libra	Plus Size	Networking
Non-binary	Asexual	Remote Area	Very Low	High School	Tech, Photography, Investing	110	High	0.72	Swipe Maniac	27	12	4	60	86	0.22	12	Late Night	Date Happened	51	197	77.6	Taurus	Plus Size	Friends Only
Transgender	Asexual	Small Town	Low	Master’s	Languages, Motorcycling, Fashion	161	Addicted	0.45	Optimistic	199	10	6	421	98	0.17	17	After Midnight	Blocked	18	159	55.1	Scorpio	Average	Hookups
Transgender	Lesbian	Metro	High	Master’s	Hiking, Binge-Watching, Painting	249	Extreme User	0.22	Balanced	14	9	4	198	9	0.25	8	Evening	Instant Match	25	150	59.4	Virgo	Athletic	Exploring
Transgender	Bisexual	Urban	Middle	PhD	Tattoos, Writing, Skating	29	Low	0.75	Swipe Maniac	47	13	6	270	67	0.35	12	Afternoon	Instant Match	19	176	84.6	Virgo	Athletic	Serious Relationship
Female	Gay	Urban	High	No Formal Education	Tech, Hiking, K-pop	141	Addicted	0.75	Swipe Maniac	70	21	2	240	84	0.49	6	Morning	Chat Ignored	30	190	83.0	Sagittarius	Plus Size	Casual Dating
Prefer Not to Say	Bisexual	Urban	Middle	Diploma	Coding, Makeup, Motorcycling	183	Extreme User	0.34	Balanced	55	21	0	63	78	0.15	21	Afternoon	Blocked	42	151	54.5	Sagittarius	Muscular	Hookups
Female	Queer	Metro	Very High	No Formal Education	DIY, Startups, K-pop	227	Extreme User	0.56	Optimistic	176	0	4	119	51	0.42	8	Afternoon	Date Happened	50	199	82.8	Capricorn	Average	Casual Dating
Prefer Not to Say	Straight	Metro	Very Low	Postdoc	Foodie, Music, Cars	84	High	0.19	Choosy	144	29	1	54	27	0.44	16	Morning	No Action	53	146	49.2	Aquarius	Curvy	Exploring
Non-binary	Straight	Suburban	Very Low	MBA	Gardening, Photography, Hiking	14	Very Low	0.24	Balanced	100	29	2	469	63	0.24	5	Evening	Date Happened	46	146	48.0	Gemini	Slim	Friends Only
Transgender	Asexual	Suburban	Low	Bachelor’s	Languages, Social Activism, Motorcycling	292	Extreme User	0.31	Balanced	56	13	3	220	55	0.21	18	After Midnight	Catfished	25	169	78.5	Pisces	Curvy	Networking
Non-binary	Straight	Suburban	Very High	Master’s	Tattoos, Hiking, Fitness	25	Low	0.22	Balanced	118	8	3	453	14	0.18	23	Evening	Ghosted	21	192	80.7	Virgo	Slim	Networking
Prefer Not to Say	Gay	Remote Area	Very Low	MBA	Photography, Music, Fashion	156	Addicted	0.6	Optimistic	57	15	6	175	81	0.17	5	Early Morning	Blocked	55	172	79.9	Aries	Slim	Serious Relationship
Genderfluid	Asexual	Remote Area	Upper-Middle	MBA	Cars, Photography, Skating	266	Extreme User	0.68	Optimistic	134	4	4	497	37	0.49	12	After Midnight	Catfished	57	162	76.4	Sagittarius	Slim	Friends Only
Male	Asexual	Metro	Lower-Middle	Master’s	Binge-Watching, Dancing, Social Activism	167	Addicted	0.51	Optimistic	155	8	0	232	93	0.19	2	Afternoon	Instant Match	35	179	70.2	Cancer	Plus Size	Friends Only
Non-binary	Pansexual	Small Town	Middle	Master’s	Skating, Board Games, Pets	93	High	0.35	Balanced	1	1	2	102	23	0.33	9	Evening	Ghosted	54	167	61.6	Cancer	Athletic	Networking
Non-binary	Pansexual	Suburban	Very Low	High School	Skating, Spirituality, Movies	273	Extreme User	0.39	Balanced	114	10	0	466	7	0.3	13	Afternoon	Date Happened	40	172	65.7	Libra	Muscular	Serious Relationship
Male	Pansexual	Small Town	Lower-Middle	Master’s	Fashion, Photography, Meditation	108	High	0.78	Swipe Maniac	189	26	2	17	44	0.43	11	Morning	Catfished	44	178	74.1	Cancer	Curvy	Networking
Non-binary	Bisexual	Suburban	Upper-Middle	Diploma	Parenting, History, Astrology	153	Addicted	0.15	Choosy	55	1	1	153	77	0.31	13	Early Morning	Mutual Match	23	198	117.2	Leo	Plus Size	Friends Only
Transgender	Asexual	Small Town	Lower-Middle	Associate’s	Meditation, History, Anime	221	Extreme User	0.19	Choosy	27	26	2	262	31	0.2	15	Late Night	Chat Ignored	38	181	84.2	Cancer	Muscular	Serious Relationship
Transgender	Lesbian	Metro	Low	Master’s	Spirituality, Podcasts, Crafting	107	High	0.34	Balanced	15	2	4	214	18	0.18	1	After Midnight	Chat Ignored	18	168	61.2	Taurus	Slim	Casual Dating
Male	Queer	Small Town	Low	MBA	Memes, Writing, Music	289	Extreme User	0.76	Swipe Maniac	155	9	0	41	40	0.15	10	Late Night	Blocked	46	199	83.6	Virgo	Plus Size	Hookups
Non-binary	Lesbian	Urban	Middle	Associate’s	Fashion, Crafting, Writing	78	High	0.53	Optimistic	86	20	1	374	45	0.61	19	Late Night	Ghosted	22	163	73.3	Scorpio	Muscular	Networking
Transgender	Straight	Remote Area	Very High	MBA	Photography, Gaming, Hiking	18	Low	0.69	Optimistic	19	18	2	449	42	0.3	10	Afternoon	Relationship Formed	23	177	59.5	Libra	Slim	Exploring
Male	Queer	Metro	Low	High School	Poetry, Art, K-pop	201	Extreme User	0.29	Balanced	150	8	1	346	95	0.27	10	Late Night	Chat Ignored	36	170	72.5	Sagittarius	Slim	Serious Relationship
Male	Lesbian	Urban	Very Low	No Formal Education	Stand-up Comedy, Movies, Politics	24	Low	0.48	Optimistic	181	4	3	262	56	0.07	13	Late Night	One-sided Like	58	176	61.6	Libra	Curvy	Networking
Female	Pansexual	Small Town	Upper-Middle	PhD	Music, Parenting, Tech	266	Extreme User	0.55	Optimistic	99	5	1	465	29	0.21	13	Evening	Mutual Match	40	185	83.9	Virgo	Athletic	Friends Only
Transgender	Bisexual	Small Town	Low	Postdoc	Coding, Fashion, Writing	109	High	0.66	Optimistic	108	30	2	362	64	0.21	4	Early Morning	Chat Ignored	19	164	51.9	Gemini	Slim	Exploring
Transgender	Straight	Urban	Upper-Middle	Diploma	Music, Tech, Gaming	252	Extreme User	0.38	Balanced	134	7	0	267	96	0.27	4	Morning	Instant Match	28	185	72.2	Sagittarius	Athletic	Friends Only
Transgender	Bisexual	Suburban	High	High School	Sneaker Culture, Cooking, Investing	285	Extreme User	0.73	Swipe Maniac	71	9	1	19	31	0.27	4	After Midnight	No Action	21	175	89.7	Pisces	Muscular	Serious Relationship
Male	Bisexual	Suburban	Middle	Bachelor’s	Yoga, Cooking, Traveling	269	Extreme User	0.41	Optimistic	149	7	5	444	35	0.3	7	Late Night	No Action	25	168	84.1	Gemini	Plus Size	Exploring
Female	Asexual	Suburban	Low	PhD	Stand-up Comedy, Podcasts, Motorcycling	245	Extreme User	0.44	Optimistic	122	21	0	37	34	0.46	2	Early Morning	Blocked	55	159	69.0	Virgo	Plus Size	Hookups
Prefer Not to Say	Bisexual	Remote Area	Upper-Middle	PhD	Art, Pets, Sneaker Culture	46	Moderate	0.54	Optimistic	155	28	0	318	57	0.34	20	After Midnight	No Action	18	169	84.0	Gemini	Plus Size	Friends Only
Genderfluid	Pansexual	Metro	Low	Postdoc	Art, Clubbing, Gaming	209	Extreme User	0.62	Optimistic	4	0	0	282	71	0.34	7	Morning	One-sided Like	38	156	65.2	Aquarius	Average	Hookups
Prefer Not to Say	Queer	Metro	Very High	Bachelor’s	Gardening, Skating, Cars	212	Extreme User	0.39	Balanced	26	16	2	95	83	0.5	3	Morning	Chat Ignored	33	181	83.2	Leo	Average	Networking
Transgender	Pansexual	Urban	Middle	High School	Photography, Parenting, Makeup	133	Addicted	0.61	Optimistic	154	20	2	425	100	0.6	12	Evening	Date Happened	29	165	63.7	Cancer	Muscular	Exploring
Prefer Not to Say	Demisexual	Suburban	Very High	Diploma	Cars, Painting, Politics	102	High	0.67	Optimistic	10	10	5	495	84	0.31	18	Evening	Blocked	58	163	76.0	Leo	Athletic	Friends Only
Non-binary	Asexual	Remote Area	Upper-Middle	High School	Photography, Hiking, Art	295	Extreme User	0.33	Balanced	75	5	1	275	87	0.35	1	Early Morning	Chat Ignored	30	179	81.1	Aries	Plus Size	Hookups
Transgender	Asexual	Remote Area	Very Low	High School	Makeup, Running, Coding	225	Extreme User	0.15	Choosy	106	7	6	452	18	0.08	9	After Midnight	Relationship Formed	22	182	69.2	Aquarius	Muscular	Exploring
Genderfluid	Bisexual	Suburban	Upper-Middle	High School	Movies, Startups, DIY	266	Extreme User	0.56	Optimistic	194	4	4	393	21	0.35	10	Afternoon	Mutual Match	44	149	46.2	Taurus	Muscular	Exploring
Prefer Not to Say	Straight	Suburban	Middle	Postdoc	MMA, Cooking, History	139	Addicted	0.62	Optimistic	43	16	1	428	86	0.45	20	Afternoon	Catfished	19	168	57.3	Sagittarius	Average	Friends Only
Prefer Not to Say	Gay	Suburban	Very High	Postdoc	Poetry, Meditation, Stand-up Comedy	88	High	0.63	Optimistic	57	12	4	269	79	0.31	5	Morning	Ghosted	44	148	44.5	Capricorn	Slim	Networking
Prefer Not to Say	Lesbian	Small Town	High	MBA	Painting, Running, Foodie	286	Extreme User	0.4	Optimistic	38	14	5	435	1	0.48	4	Late Night	Mutual Match	21	176	68.5	Libra	Plus Size	Exploring
Transgender	Lesbian	Urban	Low	Postdoc	Writing, Cooking, Makeup	166	Addicted	0.55	Optimistic	91	28	0	282	48	0.15	10	Late Night	Chat Ignored	23	165	74.9	Pisces	Average	Friends Only
Non-binary	Gay	Remote Area	Low	Associate’s	Cars, Sneaker Culture, Art	222	Extreme User	1.0	Swipe Maniac	190	5	0	331	23	0.15	8	Morning	One-sided Like	18	200	76.8	Cancer	Slim	Friends Only
Non-binary	Demisexual	Remote Area	Low	Master’s	Skating, K-pop, Hiking	264	Extreme User	0.89	Swipe Maniac	49	21	1	213	24	0.23	3	Late Night	Ghosted	20	167	51.0	Pisces	Average	Friends Only
Transgender	Straight	Remote Area	High	Associate’s	Tattoos, K-pop, Stand-up Comedy	53	Moderate	0.58	Optimistic	174	28	6	427	93	0.03	6	Morning	Blocked	36	160	49.4	Taurus	Slim	Networking
Male	Demisexual	Metro	Middle	High School	Tech, Gaming, Skating	55	Moderate	0.79	Swipe Maniac	3	1	3	184	1	0.6	8	Early Morning	Ghosted	22	156	46.7	Scorpio	Athletic	Casual Dating
Genderfluid	Queer	Urban	Middle	Diploma	Stand-up Comedy, Skating, Dancing	68	High	0.08	Choosy	170	11	4	137	54	0.4	16	Early Morning	Mutual Match	47	183	89.8	Pisces	Slim	Serious Relationship
Female	Lesbian	Small Town	Lower-Middle	Postdoc	Hiking, Tattoos, Art	147	Addicted	0.37	Balanced	156	16	6	5	87	0.37	5	Early Morning	Instant Match	43	157	72.0	Libra	Slim	Friends Only
Male	Straight	Metro	Low	Associate’s	K-pop, Binge-Watching, Reading	92	High	0.51	Optimistic	113	13	6	189	26	0.39	4	Early Morning	Ghosted	32	145	39.3	Virgo	Muscular	Serious Relationship
Non-binary	Demisexual	Small Town	Lower-Middle	Diploma	Startups, Traveling, Social Activism	152	Addicted	0.74	Swipe Maniac	50	18	4	41	83	0.58	21	Late Night	No Action	28	160	55.8	Capricorn	Slim	Hookups
Male	Queer	Urban	Lower-Middle	No Formal Education	Poetry, Board Games, Languages	292	Extreme User	0.4	Optimistic	139	25	3	455	22	0.15	3	Afternoon	Catfished	40	181	92.7	Capricorn	Curvy	Casual Dating
Male	Lesbian	Small Town	Very High	High School	Languages, Tech, Makeup	187	Extreme User	0.45	Optimistic	129	14	3	281	95	0.28	19	Early Morning	Ghosted	18	173	75.7	Pisces	Slim	Hookups
Transgender	Queer	Small Town	High	MBA	Politics, Sneaker Culture, Astrology	85	High	0.85	Swipe Maniac	20	6	6	170	97	0.26	21	Morning	One-sided Like	18	164	68.9	Aries	Plus Size	Exploring
Male	Lesbian	Remote Area	Very Low	Associate’s	Skating, Crafting, Yoga	172	Addicted	0.64	Optimistic	89	21	1	267	42	0.22	23	Morning	Chat Ignored	46	162	70.3	Leo	Plus Size	Serious Relationship
Female	Lesbian	Suburban	Very High	Master’s	Cars, Tech, Writing	105	High	0.57	Optimistic	172	18	5	139	57	0.37	3	Morning	No Action	31	163	52.3	Scorpio	Average	Hookups

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