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	Bisexual	Rural	Very Low	No Formal Education	Cooking, Movies, Astrology	149	Addicted	0.44	Optimistic	100	3	3	176	100	0.11	16	After Midnight	Mutual Match	59	170	62.4	Scorpio	Average	Exploring
Genderfluid	Straight	Suburban	Upper-Middle	Postdoc	Makeup, Podcasts, Crafting	18	Low	0.38	Balanced	73	8	5	34	7	0.23	9	Early Morning	No Action	58	162	50.7	Virgo	Curvy	Friends Only
Female	Gay	Rural	Middle	MBA	Investing, Astrology, Cooking	109	High	0.21	Balanced	84	6	4	324	83	0.27	3	Afternoon	Relationship Formed	52	195	93.5	Libra	Athletic	Casual Dating
Prefer Not to Say	Bisexual	Metro	Lower-Middle	PhD	Foodie, Writing, Investing	25	Low	0.45	Optimistic	50	1	4	327	1	0.51	3	Evening	Relationship Formed	46	166	53.2	Taurus	Slim	Exploring
Non-binary	Demisexual	Rural	Middle	High School	Gardening, Running, Languages	134	Addicted	0.6	Optimistic	9	1	4	19	19	0.24	14	After Midnight	One-sided Like	53	161	47.7	Taurus	Plus Size	Networking
Transgender	Bisexual	Metro	High	High School	Board Games, Reading, Movies	187	Extreme User	0.39	Balanced	132	29	3	217	66	0.27	13	Early Morning	One-sided Like	26	172	84.6	Libra	Plus Size	Networking
Genderfluid	Queer	Metro	Middle	Master’s	Meditation, Sneaker Culture, Parenting	266	Extreme User	0.78	Swipe Maniac	51	21	1	81	52	0.25	2	Evening	Mutual Match	44	164	60.2	Taurus	Plus Size	Hookups
Prefer Not to Say	Asexual	Urban	Lower-Middle	Postdoc	Tech, Cars, Fashion	130	Addicted	0.54	Optimistic	91	20	4	34	75	0.39	11	Evening	Instant Match	40	174	60.9	Scorpio	Muscular	Casual Dating
Transgender	Lesbian	Small Town	Lower-Middle	Associate’s	Cars, Fitness, Meditation	260	Extreme User	0.3	Balanced	41	9	1	198	51	0.2	21	Morning	One-sided Like	37	195	70.3	Cancer	Plus Size	Exploring
Transgender	Queer	Rural	Upper-Middle	No Formal Education	Cooking, MMA, Astrology	276	Extreme User	0.38	Balanced	68	29	3	219	70	0.18	15	Late Night	Blocked	43	163	78.6	Aquarius	Athletic	Friends Only
Male	Bisexual	Urban	Low	Postdoc	Astrology, Tech, Anime	236	Extreme User	0.78	Swipe Maniac	45	15	6	196	55	0.1	18	Late Night	Blocked	52	145	42.7	Aries	Curvy	Networking
Non-binary	Asexual	Urban	High	Master’s	Sneaker Culture, Parenting, Gaming	84	High	0.88	Swipe Maniac	81	4	6	265	47	0.24	9	Evening	One-sided Like	38	196	84.5	Pisces	Muscular	Friends Only
Female	Straight	Small Town	Middle	Associate’s	Hiking, Painting, Makeup	241	Extreme User	0.49	Optimistic	32	28	5	431	1	0.26	20	Evening	Blocked	38	191	68.9	Libra	Curvy	Networking
Genderfluid	Lesbian	Metro	Very High	PhD	Skating, Clubbing, Sneaker Culture	59	Moderate	0.83	Swipe Maniac	30	28	6	256	37	0.13	4	Afternoon	Ghosted	48	182	82.8	Gemini	Muscular	Casual Dating
Prefer Not to Say	Queer	Remote Area	Upper-Middle	MBA	Fashion, Hiking, Startups	31	Moderate	0.29	Balanced	2	1	0	74	9	0.22	1	Morning	No Action	19	150	51.8	Scorpio	Slim	Hookups
Female	Bisexual	Rural	High	Bachelor’s	Gardening, Tech, MMA	26	Low	0.84	Swipe Maniac	89	23	5	247	88	0.17	21	Evening	Date Happened	57	163	79.4	Aries	Curvy	Friends Only
Male	Demisexual	Urban	High	PhD	Movies, DIY, Cars	222	Extreme User	0.8	Swipe Maniac	89	24	3	206	98	0.08	14	Evening	No Action	43	169	59.4	Leo	Curvy	Hookups
Male	Demisexual	Small Town	Very High	Associate’s	Fashion, Coding, Art	8	Very Low	0.57	Optimistic	4	4	5	187	19	0.25	5	Afternoon	Ghosted	45	161	50.8	Scorpio	Curvy	Casual Dating
Prefer Not to Say	Demisexual	Remote Area	High	Master’s	Fashion, Clubbing, History	102	High	0.42	Optimistic	177	5	1	428	11	0.3	18	Early Morning	No Action	48	165	64.5	Libra	Muscular	Casual Dating
Female	Straight	Metro	Very Low	Master’s	Motorcycling, Coding, Skating	124	Addicted	0.34	Balanced	107	1	6	58	42	0.42	15	After Midnight	Catfished	27	170	81.2	Virgo	Average	Friends Only
Male	Gay	Rural	Very Low	High School	Dancing, Cooking, Binge-Watching	77	High	0.41	Optimistic	107	0	0	258	4	0.16	4	Evening	Instant Match	22	200	75.2	Libra	Athletic	Hookups
Genderfluid	Bisexual	Remote Area	Lower-Middle	PhD	Astrology, Startups, Clubbing	284	Extreme User	0.43	Optimistic	52	7	2	147	64	0.3	16	After Midnight	Blocked	22	194	97.5	Gemini	Average	Friends Only
Non-binary	Queer	Urban	Upper-Middle	Diploma	Movies, Coding, Makeup	206	Extreme User	0.32	Balanced	120	18	0	418	32	0.34	12	Morning	Relationship Formed	24	161	54.2	Gemini	Athletic	Hookups
Transgender	Demisexual	Rural	High	Associate’s	Yoga, Music, Tech	46	Moderate	0.5	Optimistic	126	22	1	418	84	0.48	13	Evening	Instant Match	27	145	50.7	Capricorn	Plus Size	Networking
Female	Lesbian	Rural	Middle	Postdoc	Astrology, Spirituality, Meditation	85	High	0.38	Balanced	184	15	5	65	37	0.44	0	Early Morning	Mutual Match	24	186	67.5	Libra	Plus Size	Serious Relationship
Prefer Not to Say	Lesbian	Urban	Upper-Middle	MBA	K-pop, Gaming, Reading	155	Addicted	0.43	Optimistic	170	23	3	404	2	0.18	10	Early Morning	Catfished	34	199	94.6	Pisces	Athletic	Casual Dating
Male	Asexual	Rural	Low	Diploma	Gardening, Photography, Binge-Watching	103	High	0.22	Balanced	186	1	5	356	92	0.16	6	Morning	Instant Match	36	167	60.8	Capricorn	Average	Exploring
Transgender	Bisexual	Metro	Upper-Middle	Associate’s	Hiking, Reading, Gaming	29	Low	0.36	Balanced	184	1	4	26	67	0.29	19	Late Night	Blocked	51	158	49.4	Scorpio	Muscular	Casual Dating
Male	Queer	Small Town	Very Low	No Formal Education	Memes, Painting, Dancing	88	High	0.52	Optimistic	134	20	1	171	89	0.05	8	Early Morning	Instant Match	45	195	100.4	Taurus	Average	Friends Only
Genderfluid	Lesbian	Small Town	High	No Formal Education	History, Sneaker Culture, Politics	25	Low	0.58	Optimistic	67	22	1	324	56	0.3	13	Evening	One-sided Like	33	197	108.7	Leo	Plus Size	Exploring
Female	Demisexual	Metro	Low	Postdoc	Social Activism, Music, Investing	42	Moderate	0.55	Optimistic	35	4	5	325	54	0.18	16	Early Morning	Instant Match	54	194	79.0	Pisces	Muscular	Networking
Genderfluid	Pansexual	Metro	High	Bachelor’s	Clubbing, Hiking, Writing	112	High	0.47	Optimistic	18	2	0	178	87	0.44	17	Morning	Blocked	40	177	57.3	Leo	Athletic	Serious Relationship
Male	Demisexual	Metro	Low	PhD	History, Investing, Coding	71	High	0.55	Optimistic	24	17	4	63	95	0.17	9	Morning	Chat Ignored	55	170	82.1	Gemini	Average	Friends Only
Genderfluid	Bisexual	Metro	Middle	Master’s	Social Activism, Music, Crafting	53	Moderate	0.43	Optimistic	103	25	3	218	61	0.2	22	Early Morning	Relationship Formed	48	175	65.8	Capricorn	Slim	Networking
Transgender	Queer	Metro	Very High	Diploma	K-pop, Stand-up Comedy, Painting	110	High	0.13	Choosy	104	29	1	221	69	0.22	16	After Midnight	Instant Match	43	195	105.7	Capricorn	Athletic	Serious Relationship
Male	Gay	Remote Area	High	MBA	Podcasts, Anime, Clubbing	205	Extreme User	0.17	Choosy	44	18	1	94	54	0.81	13	Evening	Date Happened	45	189	83.6	Gemini	Athletic	Friends Only
Genderfluid	Straight	Small Town	High	Associate’s	Running, Social Activism, Binge-Watching	43	Moderate	0.51	Optimistic	101	26	2	86	23	0.41	17	After Midnight	Catfished	51	172	64.8	Cancer	Average	Hookups
Prefer Not to Say	Straight	Metro	Lower-Middle	Associate’s	Foodie, Makeup, Painting	54	Moderate	0.54	Optimistic	34	10	2	318	61	0.63	15	Evening	Ghosted	50	154	62.1	Cancer	Plus Size	Exploring
Transgender	Asexual	Small Town	Very High	PhD	DIY, Coding, Music	281	Extreme User	0.76	Swipe Maniac	48	29	4	189	94	0.56	17	Early Morning	Instant Match	33	197	81.5	Taurus	Plus Size	Friends Only
Male	Gay	Remote Area	Lower-Middle	High School	Running, Movies, DIY	168	Addicted	0.4	Optimistic	123	17	4	96	73	0.1	2	Morning	Catfished	28	175	58.5	Pisces	Curvy	Serious Relationship
Non-binary	Demisexual	Rural	Very High	High School	Painting, Running, Reading	58	Moderate	0.65	Optimistic	78	16	3	20	7	0.47	20	Afternoon	Mutual Match	44	145	61.8	Sagittarius	Athletic	Casual Dating
Male	Lesbian	Rural	Lower-Middle	Diploma	Stand-up Comedy, Running, Languages	251	Extreme User	0.62	Optimistic	89	20	3	25	80	0.15	7	After Midnight	Mutual Match	38	177	56.7	Taurus	Plus Size	Hookups
Female	Bisexual	Urban	Very Low	High School	Tattoos, Yoga, Astrology	6	Very Low	0.7	Swipe Maniac	16	16	3	427	80	0.18	1	Evening	No Action	23	161	60.1	Libra	Average	Exploring
Female	Straight	Metro	High	Master’s	Yoga, Pets, Anime	116	High	0.1	Choosy	48	13	4	107	15	0.44	20	Late Night	Mutual Match	50	172	83.7	Gemini	Plus Size	Casual Dating
Transgender	Lesbian	Urban	Very Low	PhD	Podcasts, Fashion, Music	69	High	0.87	Swipe Maniac	66	25	1	463	49	0.35	20	After Midnight	Chat Ignored	40	172	79.9	Aries	Average	Hookups
Female	Pansexual	Remote Area	Very High	PhD	Cars, Fitness, Skating	147	Addicted	0.21	Balanced	6	5	6	167	63	0.23	22	Early Morning	No Action	46	174	73.3	Gemini	Curvy	Serious Relationship
Non-binary	Demisexual	Remote Area	Upper-Middle	Master’s	Poetry, MMA, Gardening	130	Addicted	0.26	Balanced	12	11	3	277	63	0.29	6	Afternoon	No Action	41	150	47.7	Cancer	Athletic	Serious Relationship
Non-binary	Asexual	Suburban	Lower-Middle	Master’s	Tattoos, Cooking, Art	194	Extreme User	0.61	Optimistic	167	13	4	499	68	0.13	21	Evening	Instant Match	45	168	50.8	Pisces	Muscular	Networking
Genderfluid	Bisexual	Remote Area	High	Bachelor’s	Investing, Fashion, Coding	287	Extreme User	0.41	Optimistic	189	27	1	338	45	0.35	20	Late Night	Chat Ignored	33	184	90.1	Aries	Slim	Serious Relationship
Prefer Not to Say	Lesbian	Metro	Very High	PhD	Tech, Board Games, Binge-Watching	153	Addicted	0.31	Balanced	132	10	1	78	3	0.27	21	Evening	Date Happened	23	188	77.8	Virgo	Curvy	Exploring
Non-binary	Queer	Urban	Upper-Middle	Bachelor’s	Fitness, Anime, Social Activism	209	Extreme User	0.47	Optimistic	197	25	4	287	27	0.1	21	After Midnight	No Action	58	196	100.3	Pisces	Slim	Networking
Non-binary	Bisexual	Remote Area	Middle	Master’s	Painting, Dancing, Writing	12	Very Low	0.46	Optimistic	195	23	6	156	40	0.36	1	Afternoon	Mutual Match	45	185	98.9	Aries	Average	Serious Relationship
Genderfluid	Lesbian	Small Town	Lower-Middle	MBA	Clubbing, Anime, Tattoos	4	Barely	0.9	Swipe Maniac	13	7	1	143	22	0.2	19	Morning	Catfished	35	183	66.0	Cancer	Slim	Friends Only
Male	Queer	Metro	Low	PhD	Yoga, Meditation, Foodie	138	Addicted	0.74	Swipe Maniac	162	25	2	341	80	0.14	21	Early Morning	Blocked	46	184	86.0	Scorpio	Curvy	Hookups
Genderfluid	Straight	Urban	Middle	Diploma	Astrology, Languages, Writing	56	Moderate	0.52	Optimistic	90	1	5	67	88	0.39	22	After Midnight	Mutual Match	29	146	62.7	Pisces	Curvy	Networking
Non-binary	Asexual	Urban	High	Diploma	Languages, Movies, Memes	107	High	0.41	Optimistic	87	7	0	71	59	0.06	19	Afternoon	Blocked	24	158	52.7	Capricorn	Plus Size	Serious Relationship
Female	Queer	Small Town	Very High	Master’s	Fashion, Reading, Tattoos	51	Moderate	0.33	Balanced	28	4	1	336	45	0.3	18	Early Morning	No Action	47	189	86.8	Capricorn	Plus Size	Networking
Female	Demisexual	Rural	Low	PhD	Spirituality, Yoga, Languages	222	Extreme User	0.66	Optimistic	172	12	1	412	85	0.45	11	Early Morning	Mutual Match	39	177	85.5	Leo	Curvy	Friends Only
Genderfluid	Asexual	Metro	Low	Postdoc	Fashion, Languages, Parenting	179	Addicted	0.19	Choosy	89	9	2	488	10	0.19	8	After Midnight	Chat Ignored	58	174	74.5	Capricorn	Muscular	Exploring
Male	Gay	Small Town	Low	Master’s	Movies, Reading, Skating	155	Addicted	0.47	Optimistic	88	26	2	160	96	0.38	21	Morning	Date Happened	47	179	76.3	Aries	Average	Serious Relationship
Prefer Not to Say	Straight	Metro	Low	PhD	Pets, Painting, Movies	212	Extreme User	0.49	Optimistic	116	6	1	226	32	0.21	12	Early Morning	Ghosted	52	196	93.0	Sagittarius	Slim	Serious Relationship
Male	Asexual	Metro	Lower-Middle	MBA	Tattoos, Crafting, Sneaker Culture	85	High	0.7	Swipe Maniac	194	13	2	452	12	0.8	5	Evening	Mutual Match	41	178	90.0	Pisces	Slim	Hookups
Genderfluid	Pansexual	Small Town	Very Low	Postdoc	Social Activism, Running, Binge-Watching	81	High	0.59	Optimistic	3	0	3	292	29	0.04	2	Late Night	Chat Ignored	54	167	70.3	Pisces	Slim	Exploring
Female	Straight	Suburban	Upper-Middle	Master’s	Cooking, Board Games, Sneaker Culture	252	Extreme User	0.4	Optimistic	15	9	2	16	91	0.1	10	After Midnight	Catfished	47	179	70.2	Libra	Athletic	Hookups
Genderfluid	Lesbian	Suburban	High	MBA	Running, Politics, MMA	51	Moderate	0.37	Balanced	44	30	6	110	35	0.03	7	Late Night	Relationship Formed	36	195	83.3	Capricorn	Plus Size	Serious Relationship
Genderfluid	Straight	Rural	Upper-Middle	Master’s	Reading, K-pop, Coding	77	High	0.55	Optimistic	14	2	2	311	31	0.36	12	Afternoon	Instant Match	41	194	108.8	Scorpio	Curvy	Casual Dating
Male	Lesbian	Small Town	Low	Associate’s	Movies, Fitness, Spirituality	67	High	0.91	Swipe Maniac	120	11	6	189	56	0.15	12	Evening	Ghosted	24	146	50.9	Cancer	Curvy	Friends Only
Genderfluid	Gay	Urban	High	Master’s	Coding, Meditation, Music	146	Addicted	0.8	Swipe Maniac	160	8	1	458	10	0.31	16	After Midnight	Blocked	32	155	45.9	Libra	Athletic	Networking
Prefer Not to Say	Pansexual	Suburban	Middle	Master’s	Politics, Reading, Dancing	80	High	0.45	Optimistic	170	18	3	247	15	0.56	21	After Midnight	One-sided Like	43	200	107.6	Scorpio	Slim	Serious Relationship
Non-binary	Straight	Metro	Low	High School	MMA, Clubbing, Startups	64	High	0.47	Optimistic	99	28	6	491	43	0.29	2	Evening	Blocked	20	177	76.1	Leo	Average	Exploring
Female	Gay	Metro	Low	High School	Sneaker Culture, Gaming, Tattoos	257	Extreme User	0.72	Swipe Maniac	125	7	6	316	19	0.24	5	Early Morning	Catfished	31	186	66.4	Sagittarius	Slim	Casual Dating
Genderfluid	Bisexual	Metro	Upper-Middle	High School	Foodie, Running, Tech	235	Extreme User	0.53	Optimistic	111	24	3	58	98	0.6	0	Afternoon	Ghosted	24	165	67.5	Capricorn	Curvy	Friends Only
Genderfluid	Queer	Metro	Very Low	PhD	Social Activism, Coding, Writing	41	Moderate	0.49	Optimistic	95	27	1	28	32	0.29	8	Afternoon	Mutual Match	30	177	67.7	Aries	Plus Size	Friends Only
Male	Lesbian	Urban	Low	MBA	Sneaker Culture, Stand-up Comedy, Fitness	286	Extreme User	0.45	Optimistic	126	17	4	17	27	0.28	23	Afternoon	Instant Match	31	152	50.6	Libra	Curvy	Serious Relationship
Male	Lesbian	Small Town	Lower-Middle	Postdoc	Binge-Watching, Running, Crafting	203	Extreme User	0.54	Optimistic	12	3	5	398	6	0.21	8	Early Morning	Catfished	37	167	58.3	Libra	Curvy	Networking
Prefer Not to Say	Bisexual	Rural	Middle	PhD	MMA, Writing, Memes	35	Moderate	0.37	Balanced	137	22	5	74	30	0.15	13	Late Night	Relationship Formed	57	169	70.3	Cancer	Athletic	Friends Only
Male	Straight	Urban	Low	Postdoc	K-pop, Traveling, Running	88	High	0.22	Balanced	18	1	6	384	40	0.3	3	Morning	Blocked	29	152	54.3	Sagittarius	Slim	Casual Dating
Non-binary	Demisexual	Urban	Very Low	Postdoc	Memes, Anime, Yoga	1	Barely	0.49	Optimistic	25	7	4	336	70	0.23	5	Afternoon	Blocked	58	174	69.3	Cancer	Curvy	Exploring
Female	Straight	Small Town	High	Associate’s	MMA, Tattoos, Cooking	198	Extreme User	0.56	Optimistic	133	3	5	399	81	0.19	13	Morning	Chat Ignored	28	180	83.3	Virgo	Muscular	Casual Dating
Male	Bisexual	Small Town	Upper-Middle	High School	Social Activism, Motorcycling, Skating	125	Addicted	0.61	Optimistic	188	12	4	6	59	0.16	23	Late Night	Catfished	18	158	49.7	Pisces	Average	Friends Only
Prefer Not to Say	Pansexual	Remote Area	Middle	MBA	Skating, Pets, Dancing	21	Low	0.2	Balanced	5	2	1	41	32	0.49	22	After Midnight	One-sided Like	35	181	96.3	Taurus	Average	Exploring
Male	Queer	Urban	Middle	High School	Board Games, Fitness, Art	287	Extreme User	0.65	Optimistic	93	27	6	14	83	0.66	21	Late Night	Catfished	49	176	60.1	Cancer	Curvy	Friends Only
Non-binary	Gay	Suburban	Low	PhD	Hiking, Stand-up Comedy, Cars	41	Moderate	0.28	Balanced	195	3	6	299	96	0.35	2	Late Night	No Action	25	175	90.0	Aries	Muscular	Casual Dating
Prefer Not to Say	Pansexual	Rural	Lower-Middle	Master’s	Poetry, Startups, Skating	72	High	0.49	Optimistic	157	12	2	173	49	0.31	3	Late Night	Ghosted	47	147	62.0	Capricorn	Curvy	Friends Only
Transgender	Demisexual	Metro	Very Low	Associate’s	Running, Tattoos, MMA	59	Moderate	0.29	Balanced	176	24	5	256	64	0.3	13	Morning	Chat Ignored	51	187	90.9	Leo	Slim	Friends Only
Female	Asexual	Metro	Very Low	Diploma	Sneaker Culture, Binge-Watching, Crafting	195	Extreme User	0.59	Optimistic	198	14	4	112	3	0.18	11	Afternoon	Date Happened	44	200	116.8	Taurus	Muscular	Networking
Female	Queer	Urban	Low	Postdoc	Stand-up Comedy, Skating, Sneaker Culture	146	Addicted	0.41	Optimistic	11	2	5	71	27	0.46	21	After Midnight	No Action	30	195	70.0	Scorpio	Athletic	Serious Relationship
Prefer Not to Say	Demisexual	Urban	Lower-Middle	Bachelor’s	Binge-Watching, DIY, Pets	253	Extreme User	0.24	Balanced	108	6	5	111	0	0.48	9	After Midnight	One-sided Like	59	160	47.1	Libra	Average	Hookups
Male	Queer	Metro	Very High	High School	MMA, Memes, Pets	52	Moderate	0.68	Optimistic	95	5	2	261	29	0.28	3	Late Night	Chat Ignored	43	188	89.8	Pisces	Curvy	Serious Relationship
Genderfluid	Demisexual	Suburban	Middle	Bachelor’s	Skating, Music, Spirituality	198	Extreme User	0.1	Choosy	80	12	4	500	72	0.29	12	Late Night	Relationship Formed	41	149	41.7	Scorpio	Plus Size	Hookups
Transgender	Straight	Suburban	Middle	Postdoc	Languages, Politics, Hiking	14	Very Low	0.36	Balanced	71	17	1	249	87	0.42	19	After Midnight	Blocked	23	161	75.4	Aries	Plus Size	Serious Relationship
Transgender	Bisexual	Remote Area	Very High	High School	Crafting, Writing, Makeup	92	High	0.39	Balanced	191	30	1	399	90	0.14	19	Early Morning	Ghosted	38	186	81.3	Pisces	Slim	Serious Relationship
Transgender	Straight	Metro	Lower-Middle	Associate’s	Art, Cooking, Dancing	135	Addicted	0.47	Optimistic	12	6	5	479	87	0.15	4	Late Night	One-sided Like	45	158	47.4	Scorpio	Average	Hookups
Male	Queer	Suburban	Low	Postdoc	Anime, Art, Skating	63	High	0.45	Optimistic	132	6	0	44	68	0.32	3	Evening	Catfished	27	149	43.5	Libra	Slim	Exploring
Transgender	Straight	Metro	Lower-Middle	PhD	Stand-up Comedy, History, Tattoos	266	Extreme User	0.64	Optimistic	167	8	6	295	61	0.27	9	Late Night	Catfished	53	195	108.4	Aquarius	Athletic	Networking
Transgender	Straight	Rural	Low	Diploma	Movies, Gardening, Photography	56	Moderate	0.36	Balanced	71	17	6	209	42	0.13	13	Afternoon	Relationship Formed	46	166	64.5	Virgo	Plus Size	Serious Relationship
Prefer Not to Say	Gay	Small Town	Upper-Middle	Postdoc	K-pop, Movies, Hiking	221	Extreme User	0.58	Optimistic	19	15	1	323	87	0.28	22	Afternoon	Chat Ignored	35	183	71.3	Capricorn	Plus Size	Networking
Female	Gay	Metro	Low	High School	Anime, Startups, Clubbing	187	Extreme User	0.53	Optimistic	90	14	6	91	95	0.1	13	Early Morning	Chat Ignored	46	150	56.5	Capricorn	Average	Casual Dating
Genderfluid	Pansexual	Small Town	Middle	Associate’s	Gardening, Languages, Investing	36	Moderate	0.54	Optimistic	22	18	6	456	27	0.54	16	After Midnight	Catfished	43	166	72.2	Aries	Slim	Hookups
Prefer Not to Say	Straight	Metro	Upper-Middle	Diploma	Motorcycling, Gaming, Photography	106	High	0.57	Optimistic	164	26	0	255	9	0.4	13	Evening	Instant Match	46	159	46.0	Aquarius	Athletic	Hookups

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