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	Lesbian	Urban	Very High	Master’s	Makeup, Poetry, Writing	44	Moderate	0.53	Optimistic	196	14	5	275	80	0.12	3	Late Night	Catfished	48	161	77.5	Aries	Athletic	Networking
Prefer Not to Say	Bisexual	Urban	Middle	MBA	Cars, Social Activism, Motorcycling	51	Moderate	0.41	Optimistic	99	3	4	167	62	0.4	22	Late Night	Catfished	21	162	76.4	Scorpio	Curvy	Serious Relationship
Female	Pansexual	Suburban	Very Low	PhD	Gardening, Writing, Podcasts	160	Addicted	0.46	Optimistic	38	24	1	466	91	0.2	13	Morning	One-sided Like	43	151	59.7	Aries	Slim	Friends Only
Transgender	Queer	Suburban	Very High	Diploma	Sneaker Culture, Dancing, Investing	18	Low	0.46	Optimistic	167	30	5	232	47	0.32	4	Afternoon	No Action	41	192	101.4	Leo	Athletic	Exploring
Male	Lesbian	Metro	High	Master’s	Board Games, Memes, Stand-up Comedy	203	Extreme User	0.33	Balanced	0	0	5	188	47	0.35	20	Late Night	Relationship Formed	55	155	62.5	Gemini	Muscular	Exploring
Prefer Not to Say	Bisexual	Suburban	Middle	Master’s	Reading, Clubbing, Cars	102	High	0.55	Optimistic	195	29	1	338	11	0.43	7	Evening	Mutual Match	42	148	52.8	Aquarius	Average	Casual Dating
Prefer Not to Say	Bisexual	Suburban	Very High	Bachelor’s	Movies, Languages, Cooking	119	High	0.72	Swipe Maniac	188	1	2	299	17	0.16	6	Evening	Catfished	38	165	76.2	Gemini	Curvy	Exploring
Transgender	Asexual	Urban	Upper-Middle	Master’s	Writing, Poetry, Startups	288	Extreme User	0.75	Swipe Maniac	81	17	3	400	22	0.08	20	Morning	Ghosted	33	169	55.7	Capricorn	Curvy	Friends Only
Female	Pansexual	Urban	High	Diploma	Makeup, Binge-Watching, Gaming	264	Extreme User	0.33	Balanced	13	6	5	423	46	0.42	2	After Midnight	Catfished	21	193	84.6	Pisces	Plus Size	Casual Dating
Prefer Not to Say	Queer	Metro	Low	High School	Sneaker Culture, Motorcycling, Gardening	154	Addicted	0.59	Optimistic	9	6	3	89	58	0.11	0	Morning	Catfished	38	166	49.9	Libra	Curvy	Exploring
Female	Demisexual	Rural	Low	Associate’s	Running, Board Games, Memes	182	Extreme User	0.91	Swipe Maniac	87	9	1	365	86	0.36	4	After Midnight	Date Happened	58	152	61.7	Virgo	Curvy	Serious Relationship
Transgender	Gay	Rural	Middle	Master’s	Writing, Gaming, Memes	171	Addicted	0.39	Balanced	181	25	6	167	86	0.37	15	Evening	Mutual Match	54	188	77.8	Leo	Curvy	Friends Only
Male	Demisexual	Urban	Low	Diploma	Foodie, Cars, Art	5	Very Low	0.08	Choosy	171	19	1	366	19	0.26	20	Morning	Mutual Match	27	159	48.8	Scorpio	Slim	Hookups
Male	Asexual	Remote Area	Very High	No Formal Education	DIY, Podcasts, MMA	30	Moderate	0.48	Optimistic	183	0	4	37	54	0.13	5	Evening	Instant Match	24	178	91.9	Aries	Slim	Friends Only
Non-binary	Lesbian	Metro	Very High	Master’s	Stand-up Comedy, Anime, Social Activism	52	Moderate	0.84	Swipe Maniac	24	2	3	467	24	0.18	1	Late Night	One-sided Like	38	197	81.5	Capricorn	Muscular	Exploring
Genderfluid	Demisexual	Remote Area	High	Associate’s	Podcasts, Tattoos, Skating	257	Extreme User	0.75	Swipe Maniac	98	22	1	319	8	0.07	3	After Midnight	Blocked	39	163	61.9	Scorpio	Average	Casual Dating
Non-binary	Bisexual	Metro	Very Low	Diploma	Hiking, Art, Social Activism	278	Extreme User	0.77	Swipe Maniac	93	8	0	284	30	0.31	3	After Midnight	Catfished	57	155	63.2	Aries	Muscular	Casual Dating
Male	Asexual	Metro	High	No Formal Education	Motorcycling, Dancing, Yoga	91	High	0.56	Optimistic	93	26	5	433	75	0.13	5	Early Morning	One-sided Like	55	168	60.4	Scorpio	Slim	Hookups
Male	Demisexual	Metro	Middle	Diploma	Astrology, Dancing, Hiking	267	Extreme User	0.36	Balanced	108	10	6	359	14	0.38	5	Evening	Chat Ignored	18	167	66.1	Sagittarius	Curvy	Exploring
Genderfluid	Demisexual	Remote Area	Very High	Bachelor’s	Investing, Sneaker Culture, Podcasts	96	High	0.38	Balanced	19	4	0	146	66	0.03	2	Afternoon	Ghosted	29	174	76.3	Libra	Plus Size	Serious Relationship
Transgender	Queer	Small Town	High	Bachelor’s	K-pop, Cars, Sneaker Culture	94	High	0.51	Optimistic	43	17	6	119	86	0.43	19	Late Night	Ghosted	53	183	94.4	Virgo	Athletic	Casual Dating
Transgender	Bisexual	Urban	Middle	Associate’s	Investing, Memes, Traveling	44	Moderate	0.4	Optimistic	189	29	4	4	20	0.23	12	Afternoon	Blocked	49	146	52.0	Aquarius	Curvy	Friends Only
Transgender	Lesbian	Rural	Middle	Associate’s	Skating, Fitness, Sneaker Culture	97	High	0.36	Balanced	67	2	3	480	59	0.36	18	Early Morning	Ghosted	40	183	97.1	Cancer	Plus Size	Casual Dating
Transgender	Bisexual	Rural	High	No Formal Education	Movies, Sneaker Culture, Podcasts	17	Low	0.22	Balanced	35	30	4	42	53	0.38	8	Evening	Catfished	38	150	57.4	Virgo	Athletic	Friends Only
Female	Straight	Suburban	Middle	Postdoc	Writing, History, Skating	188	Extreme User	0.82	Swipe Maniac	75	19	2	270	67	0.32	1	Late Night	Blocked	41	153	67.9	Gemini	Slim	Friends Only
Non-binary	Asexual	Small Town	Upper-Middle	No Formal Education	Writing, Makeup, K-pop	100	High	0.36	Balanced	129	15	0	24	17	0.64	18	Morning	Instant Match	19	170	68.2	Leo	Athletic	Serious Relationship
Prefer Not to Say	Asexual	Metro	Upper-Middle	Bachelor’s	Memes, Motorcycling, Movies	81	High	0.37	Balanced	143	25	6	333	38	0.28	8	Late Night	Blocked	23	156	53.5	Gemini	Curvy	Hookups
Female	Straight	Remote Area	High	Master’s	Politics, Memes, Cooking	203	Extreme User	0.71	Swipe Maniac	166	18	1	157	58	0.36	5	After Midnight	One-sided Like	54	191	94.5	Taurus	Athletic	Hookups
Female	Pansexual	Small Town	Upper-Middle	Associate’s	Motorcycling, Makeup, Hiking	115	High	0.6	Optimistic	200	14	6	20	62	0.13	1	Early Morning	Chat Ignored	27	194	89.6	Cancer	Plus Size	Hookups
Female	Queer	Urban	High	Bachelor’s	Photography, Skating, Running	50	Moderate	0.3	Balanced	160	15	0	408	65	0.09	22	Evening	Catfished	37	148	53.4	Aries	Muscular	Hookups
Male	Demisexual	Metro	Very High	Associate’s	Pets, Writing, Movies	290	Extreme User	0.11	Choosy	186	26	4	406	15	0.2	8	After Midnight	Mutual Match	27	160	67.8	Cancer	Slim	Hookups
Male	Straight	Small Town	Very High	No Formal Education	Tattoos, K-pop, Spirituality	151	Addicted	0.48	Optimistic	138	8	0	139	81	0.09	19	After Midnight	Ghosted	36	173	80.8	Gemini	Curvy	Hookups
Prefer Not to Say	Queer	Small Town	Low	Bachelor’s	Music, Parenting, Board Games	127	Addicted	0.48	Optimistic	170	12	0	420	44	0.16	16	Late Night	No Action	19	173	79.0	Leo	Slim	Networking
Non-binary	Demisexual	Small Town	Middle	Associate’s	MMA, Astrology, Yoga	249	Extreme User	0.79	Swipe Maniac	130	26	2	110	62	0.37	1	Early Morning	Mutual Match	28	189	90.4	Capricorn	Athletic	Serious Relationship
Non-binary	Demisexual	Urban	Very Low	MBA	Startups, Running, Yoga	197	Extreme User	0.58	Optimistic	128	6	3	194	46	0.2	18	Late Night	Ghosted	45	151	63.4	Pisces	Slim	Casual Dating
Non-binary	Asexual	Small Town	Very High	MBA	Sneaker Culture, Parenting, Foodie	196	Extreme User	0.83	Swipe Maniac	25	6	5	349	5	0.36	7	Late Night	One-sided Like	32	182	74.2	Virgo	Average	Serious Relationship
Genderfluid	Bisexual	Metro	High	Associate’s	DIY, Tattoos, Politics	94	High	0.15	Choosy	177	4	1	418	60	0.15	13	Late Night	No Action	51	190	71.1	Taurus	Slim	Networking
Genderfluid	Bisexual	Small Town	Very Low	MBA	Hiking, K-pop, Spirituality	182	Extreme User	0.37	Balanced	166	5	5	414	73	0.34	22	Early Morning	Date Happened	37	152	57.8	Sagittarius	Athletic	Friends Only
Non-binary	Demisexual	Suburban	Middle	MBA	K-pop, Social Activism, Astrology	104	High	0.49	Optimistic	22	7	1	240	41	0.02	21	Afternoon	Relationship Formed	51	149	59.5	Capricorn	Slim	Friends Only
Non-binary	Pansexual	Urban	Very High	Bachelor’s	Parenting, Startups, Skating	199	Extreme User	0.66	Optimistic	138	10	4	234	5	0.39	8	After Midnight	Ghosted	42	155	58.9	Pisces	Curvy	Hookups
Male	Straight	Suburban	Very High	Associate’s	Languages, Spirituality, Podcasts	89	High	0.19	Choosy	85	14	0	392	39	0.09	7	Late Night	Catfished	36	153	49.6	Aries	Muscular	Hookups
Genderfluid	Demisexual	Small Town	Upper-Middle	Master’s	History, Spirituality, Memes	41	Moderate	0.34	Balanced	32	28	4	500	73	0.16	20	Early Morning	No Action	20	145	52.1	Cancer	Curvy	Friends Only
Male	Pansexual	Small Town	Lower-Middle	MBA	Fitness, Stand-up Comedy, DIY	185	Extreme User	0.44	Optimistic	58	5	5	222	64	0.59	21	After Midnight	Ghosted	57	191	72.6	Libra	Curvy	Serious Relationship
Male	Gay	Small Town	Lower-Middle	High School	Tech, Meditation, Fashion	93	High	0.71	Swipe Maniac	87	4	4	496	74	0.25	7	Evening	Instant Match	58	152	42.0	Virgo	Average	Exploring
Transgender	Demisexual	Rural	Lower-Middle	Associate’s	Music, Cooking, Yoga	237	Extreme User	0.52	Optimistic	54	16	0	240	64	0.31	1	After Midnight	No Action	45	175	91.3	Cancer	Slim	Exploring
Transgender	Demisexual	Remote Area	High	High School	Podcasts, Social Activism, Binge-Watching	290	Extreme User	0.26	Balanced	61	29	3	14	11	0.53	8	After Midnight	One-sided Like	45	173	73.6	Capricorn	Curvy	Casual Dating
Female	Demisexual	Suburban	Low	MBA	Tattoos, Dancing, History	110	High	0.33	Balanced	84	6	6	434	70	0.19	7	Early Morning	No Action	20	166	53.7	Leo	Curvy	Friends Only
Genderfluid	Bisexual	Metro	Upper-Middle	PhD	Crafting, Motorcycling, Cooking	21	Low	0.0	Choosy	162	3	6	346	17	0.34	22	Early Morning	No Action	44	200	102.8	Scorpio	Muscular	Networking
Non-binary	Pansexual	Urban	Lower-Middle	High School	Motorcycling, Pets, MMA	99	High	0.95	Swipe Maniac	41	9	6	169	92	0.3	5	Evening	Relationship Formed	44	153	61.6	Libra	Slim	Serious Relationship
Male	Queer	Urban	Very Low	Master’s	Binge-Watching, Makeup, Crafting	82	High	0.69	Optimistic	129	10	4	124	17	0.43	11	After Midnight	No Action	27	167	53.3	Aquarius	Athletic	Exploring
Non-binary	Asexual	Urban	Middle	Postdoc	Fashion, Running, Gardening	171	Addicted	0.0	Choosy	134	7	5	267	20	0.58	17	Afternoon	Chat Ignored	54	179	79.8	Gemini	Average	Exploring
Transgender	Straight	Metro	Very Low	No Formal Education	Clubbing, Startups, Sneaker Culture	229	Extreme User	0.39	Balanced	127	30	1	18	0	0.06	17	Evening	Ghosted	58	196	98.0	Cancer	Average	Hookups
Genderfluid	Straight	Remote Area	Middle	No Formal Education	Cars, Sneaker Culture, Motorcycling	157	Addicted	0.44	Optimistic	85	14	6	54	38	0.22	12	After Midnight	Ghosted	23	173	65.5	Cancer	Athletic	Exploring
Non-binary	Queer	Suburban	High	Diploma	Yoga, Motorcycling, Tattoos	21	Low	0.85	Swipe Maniac	42	1	2	69	36	0.18	1	Evening	Relationship Formed	18	169	52.6	Virgo	Average	Casual Dating
Prefer Not to Say	Asexual	Rural	Upper-Middle	Diploma	Art, Crafting, Writing	193	Extreme User	0.32	Balanced	39	30	3	229	15	0.26	9	Evening	One-sided Like	49	167	66.7	Taurus	Muscular	Exploring
Genderfluid	Asexual	Metro	Very Low	MBA	Fitness, Podcasts, Art	274	Extreme User	0.5	Optimistic	164	13	3	172	89	0.14	19	Afternoon	No Action	29	168	79.0	Sagittarius	Athletic	Exploring
Female	Straight	Urban	Middle	Postdoc	Binge-Watching, Cars, Cooking	69	High	0.33	Balanced	171	12	4	447	47	0.06	21	Evening	One-sided Like	47	174	58.4	Pisces	Slim	Exploring
Male	Pansexual	Rural	Very Low	No Formal Education	Parenting, Investing, History	77	High	0.28	Balanced	193	4	6	481	94	0.2	6	Afternoon	Blocked	24	187	86.4	Libra	Average	Serious Relationship
Genderfluid	Gay	Suburban	Low	MBA	Photography, Board Games, DIY	127	Addicted	0.37	Balanced	52	15	3	246	56	0.4	20	Late Night	Ghosted	22	200	106.8	Pisces	Slim	Exploring
Non-binary	Gay	Suburban	Very High	Bachelor’s	Politics, Writing, Traveling	52	Moderate	0.69	Optimistic	61	29	4	26	76	0.16	14	Late Night	Ghosted	21	199	93.1	Leo	Slim	Serious Relationship
Transgender	Demisexual	Urban	Very Low	Diploma	Anime, Crafting, MMA	270	Extreme User	0.57	Optimistic	76	9	4	276	47	0.23	2	Afternoon	Relationship Formed	37	160	72.4	Pisces	Athletic	Exploring
Female	Gay	Metro	Very Low	High School	Board Games, Anime, Spirituality	238	Extreme User	0.61	Optimistic	67	21	3	437	80	0.36	10	Evening	Date Happened	38	162	56.4	Cancer	Muscular	Casual Dating
Prefer Not to Say	Straight	Metro	Lower-Middle	MBA	Foodie, Crafting, Podcasts	216	Extreme User	0.25	Balanced	56	20	5	80	71	0.15	23	After Midnight	Ghosted	27	163	51.0	Taurus	Average	Exploring
Transgender	Straight	Metro	Low	MBA	Movies, Memes, Traveling	54	Moderate	0.53	Optimistic	81	24	6	376	24	0.21	5	Afternoon	Catfished	40	151	45.1	Cancer	Curvy	Exploring
Transgender	Demisexual	Metro	Upper-Middle	Master’s	Memes, Board Games, Stand-up Comedy	131	Addicted	0.78	Swipe Maniac	68	19	0	428	33	0.21	9	Afternoon	Ghosted	41	177	62.0	Leo	Muscular	Exploring
Transgender	Lesbian	Urban	Middle	Diploma	Gardening, Motorcycling, Startups	234	Extreme User	0.53	Optimistic	63	13	5	306	44	0.27	11	After Midnight	Chat Ignored	41	194	76.0	Leo	Plus Size	Hookups
Non-binary	Demisexual	Metro	Lower-Middle	No Formal Education	Sneaker Culture, Parenting, Cars	172	Addicted	0.28	Balanced	183	16	2	324	97	0.21	9	Afternoon	One-sided Like	44	184	91.4	Virgo	Curvy	Hookups
Female	Queer	Rural	Low	Diploma	Coding, Fitness, Tech	102	High	1.0	Swipe Maniac	128	13	3	485	51	0.18	21	Morning	One-sided Like	45	162	50.1	Aries	Curvy	Friends Only
Genderfluid	Demisexual	Rural	Very High	MBA	Yoga, Sneaker Culture, Traveling	82	High	0.48	Optimistic	67	15	3	264	80	0.36	1	Evening	Instant Match	47	178	80.2	Aries	Slim	Exploring
Male	Gay	Remote Area	Very Low	PhD	Dancing, Languages, Board Games	121	Addicted	0.43	Optimistic	30	0	1	85	9	0.42	19	Early Morning	Date Happened	48	168	81.3	Taurus	Muscular	Exploring
Female	Straight	Remote Area	Low	Diploma	Yoga, Art, Makeup	166	Addicted	0.29	Balanced	5	1	5	60	6	0.15	14	Early Morning	No Action	33	175	60.6	Taurus	Slim	Serious Relationship
Transgender	Demisexual	Rural	Very Low	Postdoc	Clubbing, Sneaker Culture, Politics	152	Addicted	0.35	Balanced	51	18	6	352	65	0.07	0	Morning	Ghosted	56	147	43.0	Taurus	Plus Size	Friends Only
Prefer Not to Say	Demisexual	Small Town	Low	Diploma	Politics, Binge-Watching, Social Activism	250	Extreme User	0.79	Swipe Maniac	14	0	4	184	28	0.29	8	Late Night	Blocked	58	183	76.4	Capricorn	Slim	Serious Relationship
Male	Bisexual	Urban	Very Low	Bachelor’s	K-pop, Fashion, Anime	105	High	0.84	Swipe Maniac	22	1	5	166	6	0.14	0	Early Morning	Chat Ignored	40	158	67.9	Sagittarius	Average	Exploring
Female	Pansexual	Metro	Upper-Middle	Diploma	Fashion, DIY, Parenting	8	Very Low	0.32	Balanced	111	12	1	17	85	0.31	21	Late Night	Instant Match	39	194	108.4	Libra	Muscular	Hookups
Prefer Not to Say	Queer	Remote Area	Very High	No Formal Education	Foodie, Yoga, Stand-up Comedy	166	Addicted	0.5	Optimistic	85	20	2	215	83	0.24	13	After Midnight	Ghosted	39	148	41.6	Taurus	Plus Size	Casual Dating
Prefer Not to Say	Asexual	Small Town	Very High	PhD	Tattoos, Music, Clubbing	9	Very Low	0.63	Optimistic	24	10	0	21	39	0.24	23	Afternoon	No Action	42	186	93.4	Libra	Muscular	Casual Dating
Transgender	Asexual	Metro	Low	PhD	Astrology, Tattoos, Parenting	225	Extreme User	0.5	Optimistic	147	30	6	380	86	0.33	1	Early Morning	Chat Ignored	30	166	50.7	Aquarius	Muscular	Exploring
Genderfluid	Gay	Remote Area	Middle	Bachelor’s	Tech, Stand-up Comedy, Traveling	288	Extreme User	0.91	Swipe Maniac	125	9	1	155	91	0.18	6	Afternoon	Chat Ignored	24	148	45.1	Pisces	Curvy	Casual Dating
Transgender	Lesbian	Remote Area	Very Low	Bachelor’s	Motorcycling, Yoga, Cooking	220	Extreme User	0.53	Optimistic	174	6	5	322	1	0.22	18	Afternoon	Chat Ignored	34	189	82.9	Sagittarius	Muscular	Networking
Non-binary	Lesbian	Urban	Low	High School	Skating, Fashion, Makeup	183	Extreme User	0.49	Optimistic	131	15	3	369	74	0.27	21	Afternoon	Instant Match	34	172	65.7	Leo	Plus Size	Serious Relationship
Male	Pansexual	Urban	Lower-Middle	No Formal Education	Memes, Board Games, Podcasts	293	Extreme User	0.0	Choosy	16	7	2	87	67	0.1	0	Early Morning	No Action	45	185	81.1	Pisces	Average	Friends Only
Genderfluid	Asexual	Urban	Lower-Middle	Bachelor’s	Art, Yoga, Music	101	High	0.52	Optimistic	191	3	3	354	9	0.18	9	Early Morning	Catfished	27	164	49.5	Aries	Average	Networking
Prefer Not to Say	Demisexual	Small Town	Very High	Postdoc	Coding, Parenting, Board Games	168	Addicted	0.44	Optimistic	186	6	3	286	94	0.4	16	After Midnight	Instant Match	22	188	96.5	Pisces	Slim	Serious Relationship
Female	Bisexual	Suburban	Very High	Diploma	Cooking, Crafting, Podcasts	48	Moderate	0.42	Optimistic	170	25	3	212	29	0.26	14	After Midnight	Ghosted	53	183	92.1	Libra	Plus Size	Exploring
Transgender	Lesbian	Suburban	Upper-Middle	PhD	Photography, Parenting, Music	294	Extreme User	0.39	Balanced	110	14	0	433	23	0.63	2	After Midnight	No Action	45	195	68.8	Sagittarius	Muscular	Serious Relationship
Transgender	Lesbian	Metro	High	High School	Hiking, Binge-Watching, Music	63	High	0.56	Optimistic	95	25	0	49	86	0.33	5	Late Night	No Action	22	156	63.8	Leo	Muscular	Casual Dating
Transgender	Asexual	Rural	Very Low	Bachelor’s	Makeup, Social Activism, MMA	200	Extreme User	0.74	Swipe Maniac	49	26	3	192	44	0.11	21	Afternoon	Catfished	25	182	68.6	Sagittarius	Average	Casual Dating
Female	Bisexual	Metro	High	PhD	Fitness, History, Fashion	280	Extreme User	0.48	Optimistic	191	29	3	19	44	0.23	9	Afternoon	Blocked	55	189	68.6	Gemini	Curvy	Friends Only
Female	Bisexual	Rural	Lower-Middle	Bachelor’s	Art, Binge-Watching, History	209	Extreme User	0.49	Optimistic	44	19	0	249	98	0.23	14	Early Morning	No Action	24	154	55.7	Libra	Muscular	Exploring
Non-binary	Pansexual	Metro	Very Low	No Formal Education	Fitness, Meditation, Poetry	87	High	0.35	Balanced	22	6	3	283	14	0.05	5	Evening	Date Happened	26	165	58.0	Pisces	Average	Hookups
Transgender	Demisexual	Remote Area	Middle	Postdoc	Fashion, Memes, Poetry	34	Moderate	0.45	Optimistic	19	16	5	428	26	0.58	6	Late Night	Ghosted	51	156	60.6	Leo	Muscular	Casual Dating
Male	Straight	Remote Area	Upper-Middle	High School	Motorcycling, Startups, Meditation	289	Extreme User	0.5	Optimistic	79	7	3	247	32	0.45	15	After Midnight	No Action	59	160	69.6	Cancer	Muscular	Networking
Transgender	Bisexual	Remote Area	Middle	Bachelor’s	Clubbing, Foodie, K-pop	72	High	0.7	Swipe Maniac	60	24	0	82	70	0.56	9	After Midnight	Mutual Match	31	148	46.4	Gemini	Curvy	Hookups
Non-binary	Straight	Metro	High	Diploma	Spirituality, Sneaker Culture, Investing	264	Extreme User	0.62	Optimistic	63	7	4	300	84	0.37	11	Evening	Relationship Formed	28	190	86.3	Libra	Average	Casual Dating
Prefer Not to Say	Pansexual	Urban	Upper-Middle	Associate’s	Dancing, MMA, Photography	121	Addicted	0.58	Optimistic	123	30	6	488	1	0.36	6	Early Morning	Date Happened	19	193	78.6	Aries	Average	Casual Dating
Male	Demisexual	Suburban	Upper-Middle	Diploma	Movies, Reading, Skating	284	Extreme User	0.57	Optimistic	151	3	3	404	68	0.58	15	Early Morning	Date Happened	26	193	94.6	Aries	Average	Friends Only
Prefer Not to Say	Bisexual	Suburban	Upper-Middle	Bachelor’s	Spirituality, Skating, Makeup	40	Moderate	0.38	Balanced	55	17	6	417	3	0.28	2	Late Night	Date Happened	59	191	74.4	Libra	Curvy	Friends Only
Transgender	Gay	Small Town	Very Low	High School	Board Games, Dancing, Hiking	172	Addicted	0.47	Optimistic	118	8	1	310	60	0.32	3	Late Night	Ghosted	51	153	57.4	Scorpio	Muscular	Serious Relationship
Genderfluid	Straight	Suburban	Very Low	Associate’s	Anime, Foodie, Music	282	Extreme User	0.66	Optimistic	58	4	5	412	54	0.18	15	After Midnight	Ghosted	25	163	75.5	Scorpio	Average	Exploring

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