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
Prefer Not to Say	Straight	Small Town	Very Low	Master’s	Poetry, Running, Photography	200	Extreme User	0.5	Optimistic	139	27	2	114	36	0.11	19	Evening	No Action	22	157	46.3	Scorpio	Slim	Casual Dating
Transgender	Bisexual	Rural	Low	MBA	Parenting, Clubbing, Reading	268	Extreme User	0.78	Swipe Maniac	116	18	5	56	8	0.21	18	Morning	Catfished	23	147	50.6	Leo	Curvy	Casual Dating
Male	Bisexual	Urban	High	Master’s	Tattoos, Fashion, Movies	75	High	0.55	Optimistic	3	1	1	147	35	0.18	13	Late Night	Blocked	37	198	85.5	Capricorn	Muscular	Networking
Prefer Not to Say	Bisexual	Small Town	Very High	High School	Binge-Watching, Sneaker Culture, Running	31	Moderate	0.64	Optimistic	146	0	4	121	52	0.05	19	After Midnight	Mutual Match	44	182	61.3	Aquarius	Slim	Casual Dating
Transgender	Bisexual	Urban	Lower-Middle	No Formal Education	Crafting, Tattoos, Skating	7	Very Low	0.59	Optimistic	140	30	6	353	77	0.27	1	Morning	One-sided Like	22	152	60.1	Aries	Muscular	Networking
Genderfluid	Straight	Urban	Low	Diploma	Fashion, Coding, Politics	0	Barely	0.07	Choosy	8	6	1	68	49	0.33	6	Late Night	Mutual Match	32	188	71.4	Scorpio	Curvy	Casual Dating
Non-binary	Queer	Metro	Very High	Associate’s	Coding, Sneaker Culture, Makeup	144	Addicted	0.56	Optimistic	82	19	3	460	61	0.46	9	Late Night	Relationship Formed	40	170	82.7	Aquarius	Athletic	Friends Only
Prefer Not to Say	Queer	Small Town	Lower-Middle	PhD	Anime, Painting, Coding	237	Extreme User	0.49	Optimistic	125	24	4	392	21	0.27	21	Afternoon	Relationship Formed	54	149	48.8	Virgo	Plus Size	Exploring
Female	Straight	Metro	Lower-Middle	Postdoc	Tech, Languages, Parenting	240	Extreme User	0.41	Optimistic	103	6	0	312	78	0.26	1	Evening	Chat Ignored	41	156	59.4	Pisces	Athletic	Hookups
Female	Bisexual	Remote Area	Upper-Middle	High School	Clubbing, Movies, Languages	56	Moderate	0.39	Balanced	130	9	1	408	46	0.03	8	After Midnight	Mutual Match	48	154	46.0	Virgo	Athletic	Exploring
Male	Bisexual	Remote Area	Upper-Middle	No Formal Education	Stand-up Comedy, Binge-Watching, Yoga	43	Moderate	0.92	Swipe Maniac	174	28	2	417	3	0.31	14	Early Morning	Mutual Match	31	173	57.2	Taurus	Plus Size	Casual Dating
Non-binary	Lesbian	Remote Area	High	No Formal Education	Stand-up Comedy, Art, Fitness	229	Extreme User	0.32	Balanced	121	22	5	71	64	0.29	19	Late Night	One-sided Like	47	170	75.4	Pisces	Average	Casual Dating
Transgender	Straight	Remote Area	Very Low	Associate’s	Binge-Watching, Anime, MMA	238	Extreme User	0.43	Optimistic	190	16	0	162	6	0.42	1	Morning	Chat Ignored	52	172	73.1	Virgo	Slim	Serious Relationship
Prefer Not to Say	Asexual	Metro	Lower-Middle	Diploma	Writing, K-pop, Yoga	92	High	0.72	Swipe Maniac	174	10	1	353	12	0.47	17	Afternoon	Ghosted	36	159	71.5	Cancer	Slim	Serious Relationship
Non-binary	Gay	Small Town	Lower-Middle	MBA	Makeup, Gardening, Coding	272	Extreme User	0.21	Balanced	73	2	2	364	61	0.04	11	Late Night	Date Happened	48	175	90.3	Gemini	Athletic	Casual Dating
Female	Lesbian	Metro	Middle	MBA	Startups, Hiking, MMA	271	Extreme User	0.59	Optimistic	4	2	0	309	86	0.16	21	After Midnight	Catfished	41	190	70.8	Scorpio	Muscular	Friends Only
Genderfluid	Gay	Suburban	Very Low	No Formal Education	Fitness, Tech, Anime	135	Addicted	0.78	Swipe Maniac	61	17	0	77	5	0.34	3	Evening	Relationship Formed	29	181	86.2	Pisces	Muscular	Casual Dating
Transgender	Demisexual	Suburban	Low	Associate’s	Tattoos, Board Games, History	9	Very Low	0.42	Optimistic	176	9	2	173	7	0.14	6	Early Morning	Ghosted	33	149	63.7	Aquarius	Slim	Hookups
Prefer Not to Say	Queer	Remote Area	Very Low	Associate’s	Investing, Clubbing, Sneaker Culture	7	Very Low	0.34	Balanced	181	12	3	88	36	0.18	10	Late Night	Relationship Formed	20	154	59.8	Cancer	Muscular	Friends Only
Prefer Not to Say	Bisexual	Rural	Very Low	Postdoc	Fashion, Startups, Investing	55	Moderate	0.85	Swipe Maniac	77	2	0	184	37	0.5	2	Early Morning	One-sided Like	56	160	70.4	Cancer	Average	Hookups
Genderfluid	Straight	Remote Area	Very Low	PhD	Binge-Watching, Anime, Podcasts	174	Addicted	0.08	Choosy	178	24	3	17	94	0.53	1	Evening	Ghosted	35	177	72.7	Sagittarius	Slim	Exploring
Prefer Not to Say	Bisexual	Metro	Low	Bachelor’s	Cars, Art, Makeup	165	Addicted	0.69	Optimistic	85	22	0	333	73	0.19	1	Afternoon	Mutual Match	59	179	61.8	Virgo	Muscular	Exploring
Genderfluid	Pansexual	Urban	Very Low	High School	Poetry, Tech, Politics	167	Addicted	0.29	Balanced	98	7	0	7	68	0.52	11	After Midnight	Chat Ignored	22	190	81.2	Scorpio	Average	Friends Only
Female	Bisexual	Rural	Low	PhD	Hiking, Dancing, Pets	140	Addicted	0.48	Optimistic	40	23	4	423	16	0.51	18	Evening	Relationship Formed	27	184	62.3	Aquarius	Curvy	Friends Only
Prefer Not to Say	Queer	Remote Area	Very High	Diploma	Dancing, Cars, Politics	163	Addicted	0.72	Swipe Maniac	197	1	2	90	70	0.67	15	Evening	Relationship Formed	35	174	63.3	Cancer	Athletic	Casual Dating
Genderfluid	Demisexual	Remote Area	Very High	High School	Tech, Board Games, Dancing	128	Addicted	0.73	Swipe Maniac	1	1	3	401	90	0.08	5	Evening	Chat Ignored	29	199	93.5	Scorpio	Muscular	Hookups
Genderfluid	Pansexual	Metro	Very High	Master’s	Anime, Meditation, Hiking	62	High	0.2	Balanced	98	29	3	52	42	0.33	23	Late Night	Instant Match	45	188	73.5	Aquarius	Slim	Hookups
Transgender	Lesbian	Small Town	High	No Formal Education	DIY, Meditation, Running	209	Extreme User	0.38	Balanced	189	1	1	78	33	0.09	23	Morning	Mutual Match	50	166	71.1	Sagittarius	Muscular	Casual Dating
Non-binary	Pansexual	Urban	Very High	No Formal Education	Art, Dancing, Anime	285	Extreme User	0.59	Optimistic	131	2	2	162	93	0.49	5	Morning	Catfished	40	190	104.0	Sagittarius	Athletic	Networking
Female	Pansexual	Urban	Middle	Diploma	Cooking, Spirituality, History	96	High	0.7	Swipe Maniac	110	9	2	287	68	0.18	8	After Midnight	Mutual Match	58	154	56.4	Aries	Athletic	Exploring
Non-binary	Queer	Small Town	Very Low	Bachelor’s	Fashion, Languages, Traveling	238	Extreme User	0.53	Optimistic	120	27	2	3	9	0.15	5	Evening	Ghosted	23	191	90.5	Sagittarius	Athletic	Hookups
Prefer Not to Say	Bisexual	Small Town	Lower-Middle	MBA	Movies, Writing, Binge-Watching	238	Extreme User	0.5	Optimistic	125	27	4	499	85	0.41	10	After Midnight	Catfished	22	170	76.6	Gemini	Average	Hookups
Prefer Not to Say	Pansexual	Suburban	Very Low	Postdoc	Clubbing, Fashion, Social Activism	72	High	0.42	Optimistic	53	10	0	348	87	0.32	14	After Midnight	Blocked	36	175	72.0	Aquarius	Muscular	Casual Dating
Male	Pansexual	Small Town	Low	Bachelor’s	Skating, Coding, Hiking	82	High	0.43	Optimistic	55	18	3	396	92	0.24	4	Early Morning	Date Happened	49	170	65.6	Capricorn	Muscular	Networking
Male	Queer	Small Town	Very High	Master’s	Motorcycling, Hiking, Yoga	216	Extreme User	0.57	Optimistic	102	20	5	52	93	0.6	13	Late Night	Mutual Match	40	154	65.5	Pisces	Muscular	Exploring
Male	Asexual	Rural	Low	Master’s	Podcasts, Gardening, K-pop	108	High	0.53	Optimistic	82	4	1	285	77	0.3	5	Afternoon	Catfished	49	151	62.9	Virgo	Athletic	Casual Dating
Genderfluid	Pansexual	Remote Area	Very High	Associate’s	Pets, Dancing, Anime	55	Moderate	0.3	Balanced	169	27	5	248	1	0.23	7	Late Night	Catfished	28	189	87.5	Libra	Curvy	Friends Only
Male	Lesbian	Metro	Middle	Master’s	Board Games, Gardening, Coding	164	Addicted	0.79	Swipe Maniac	173	17	4	410	68	0.11	0	Evening	Catfished	50	189	80.4	Capricorn	Slim	Serious Relationship
Female	Bisexual	Remote Area	High	No Formal Education	Photography, Parenting, Gardening	229	Extreme User	0.6	Optimistic	150	28	2	365	100	0.48	6	Afternoon	Blocked	27	197	99.4	Aries	Athletic	Casual Dating
Prefer Not to Say	Straight	Small Town	Low	High School	Sneaker Culture, Art, Startups	37	Moderate	0.47	Optimistic	123	28	0	13	44	0.18	22	Late Night	Blocked	19	191	70.4	Virgo	Average	Friends Only
Female	Straight	Small Town	Very High	MBA	Spirituality, Board Games, Crafting	136	Addicted	0.5	Optimistic	159	8	2	167	5	0.28	20	Afternoon	Date Happened	57	151	56.1	Cancer	Muscular	Friends Only
Genderfluid	Straight	Small Town	Very High	Master’s	Social Activism, Clubbing, Movies	26	Low	0.55	Optimistic	97	7	4	368	79	0.33	18	Morning	Relationship Formed	32	175	61.9	Virgo	Plus Size	Exploring
Non-binary	Lesbian	Remote Area	Very Low	Diploma	Dancing, Investing, Stand-up Comedy	117	High	0.53	Optimistic	40	12	5	449	46	0.2	11	Evening	No Action	35	153	52.4	Aries	Curvy	Hookups
Prefer Not to Say	Bisexual	Suburban	Lower-Middle	Associate’s	MMA, Art, DIY	161	Addicted	1.0	Swipe Maniac	189	29	5	19	58	0.28	10	Evening	Relationship Formed	28	177	92.4	Aries	Average	Exploring
Prefer Not to Say	Lesbian	Urban	High	Bachelor’s	Dancing, Stand-up Comedy, Music	145	Addicted	0.65	Optimistic	11	2	5	185	18	0.3	5	Early Morning	Blocked	33	177	89.9	Pisces	Average	Exploring
Genderfluid	Bisexual	Urban	Very High	Postdoc	Motorcycling, Gardening, Board Games	273	Extreme User	0.3	Balanced	46	13	0	178	3	0.13	8	Morning	Catfished	54	174	69.3	Aries	Plus Size	Networking
Non-binary	Gay	Suburban	Very High	MBA	Board Games, Podcasts, Cooking	17	Low	0.3	Balanced	4	4	4	113	55	0.35	6	Late Night	No Action	18	155	64.6	Libra	Plus Size	Serious Relationship
Female	Demisexual	Small Town	Very Low	Associate’s	Tattoos, Cars, Languages	144	Addicted	0.42	Optimistic	163	15	0	471	15	0.39	23	Late Night	Date Happened	39	155	62.2	Leo	Curvy	Serious Relationship
Non-binary	Asexual	Urban	Very Low	Master’s	Cooking, Parenting, Hiking	191	Extreme User	0.8	Swipe Maniac	158	10	4	333	26	0.46	9	Early Morning	Catfished	18	179	93.2	Virgo	Slim	Serious Relationship
Non-binary	Demisexual	Metro	High	PhD	Gardening, Sneaker Culture, Motorcycling	65	High	0.49	Optimistic	51	10	3	258	10	0.39	14	Evening	Instant Match	26	177	73.6	Gemini	Average	Casual Dating
Non-binary	Lesbian	Metro	Upper-Middle	Postdoc	Cooking, Memes, Podcasts	5	Very Low	0.64	Optimistic	178	15	6	294	17	0.27	18	Morning	Instant Match	46	196	70.7	Aries	Average	Networking
Prefer Not to Say	Lesbian	Small Town	High	Master’s	Tattoos, Foodie, Podcasts	179	Addicted	0.85	Swipe Maniac	159	15	4	101	99	0.12	8	Evening	Mutual Match	50	163	69.9	Taurus	Athletic	Networking
Male	Gay	Small Town	High	Postdoc	Gaming, K-pop, Reading	96	High	0.99	Swipe Maniac	188	29	3	326	77	0.41	3	Evening	Date Happened	45	157	70.2	Pisces	Athletic	Casual Dating
Genderfluid	Gay	Metro	Middle	Associate’s	Reading, Movies, Gaming	64	High	0.69	Optimistic	51	13	2	435	52	0.46	21	Late Night	Chat Ignored	55	160	56.3	Virgo	Curvy	Hookups
Genderfluid	Demisexual	Small Town	Very High	Associate’s	Sneaker Culture, Makeup, Memes	151	Addicted	0.39	Balanced	156	2	1	182	54	0.25	2	Evening	Blocked	22	182	92.7	Gemini	Average	Serious Relationship
Female	Pansexual	Suburban	Low	High School	Stand-up Comedy, Social Activism, Gaming	20	Low	0.61	Optimistic	190	13	4	202	2	0.6	14	Late Night	Instant Match	48	160	53.5	Taurus	Athletic	Friends Only
Female	Asexual	Urban	High	Master’s	Dancing, Cooking, Coding	143	Addicted	1.0	Swipe Maniac	104	4	2	76	36	0.07	9	Early Morning	Instant Match	50	181	72.7	Taurus	Muscular	Exploring
Non-binary	Demisexual	Small Town	High	Associate’s	Tech, Gardening, Art	186	Extreme User	0.64	Optimistic	96	1	5	196	15	0.11	20	Morning	One-sided Like	33	161	49.5	Cancer	Average	Serious Relationship
Prefer Not to Say	Demisexual	Rural	Upper-Middle	High School	Gardening, Makeup, Foodie	300	Extreme User	0.02	Choosy	72	19	0	393	68	0.24	20	Afternoon	Instant Match	21	179	94.8	Cancer	Athletic	Friends Only
Non-binary	Demisexual	Rural	Low	MBA	DIY, Astrology, Social Activism	8	Very Low	0.13	Choosy	150	2	3	134	58	0.46	6	Evening	Ghosted	52	153	57.6	Gemini	Average	Hookups
Male	Lesbian	Urban	High	MBA	Podcasts, Foodie, Binge-Watching	48	Moderate	0.66	Optimistic	137	21	2	460	79	0.15	6	Morning	One-sided Like	58	164	77.2	Cancer	Muscular	Friends Only
Male	Lesbian	Rural	Upper-Middle	Postdoc	Spirituality, Yoga, Motorcycling	42	Moderate	0.75	Swipe Maniac	20	5	6	60	93	0.45	20	Late Night	Blocked	34	199	74.4	Cancer	Athletic	Casual Dating
Genderfluid	Asexual	Small Town	Very High	Postdoc	Stand-up Comedy, DIY, Fashion	62	High	0.59	Optimistic	59	10	0	228	22	0.17	3	Evening	Mutual Match	51	153	65.3	Libra	Average	Casual Dating
Transgender	Queer	Small Town	Lower-Middle	Associate’s	Yoga, Languages, Skating	125	Addicted	0.17	Choosy	130	27	0	73	45	0.13	19	Morning	Blocked	24	195	72.6	Cancer	Muscular	Casual Dating
Genderfluid	Asexual	Metro	Middle	Postdoc	Stand-up Comedy, Photography, Dancing	266	Extreme User	0.62	Optimistic	19	7	2	312	15	0.28	0	Afternoon	Blocked	58	162	48.3	Virgo	Curvy	Serious Relationship
Female	Lesbian	Urban	Very High	Postdoc	Motorcycling, Politics, MMA	127	Addicted	0.39	Balanced	140	7	4	497	44	0.12	2	After Midnight	One-sided Like	29	186	72.3	Sagittarius	Plus Size	Serious Relationship
Female	Gay	Small Town	Lower-Middle	High School	Gaming, Astrology, Tattoos	272	Extreme User	0.57	Optimistic	43	10	3	462	62	0.08	3	Late Night	Ghosted	23	165	51.7	Sagittarius	Curvy	Serious Relationship
Non-binary	Asexual	Urban	Lower-Middle	Associate’s	Astrology, Politics, Traveling	226	Extreme User	0.42	Optimistic	194	4	4	494	45	0.35	10	Evening	Instant Match	27	196	102.2	Taurus	Curvy	Networking
Transgender	Straight	Metro	Lower-Middle	PhD	Yoga, Tattoos, Anime	224	Extreme User	0.36	Balanced	92	3	5	40	33	0.47	3	Morning	Chat Ignored	58	155	59.3	Sagittarius	Athletic	Casual Dating
Non-binary	Demisexual	Remote Area	Middle	Postdoc	Running, Writing, Binge-Watching	21	Low	0.43	Optimistic	185	8	0	262	88	0.29	6	Morning	Date Happened	42	183	92.4	Leo	Slim	Serious Relationship
Male	Pansexual	Rural	High	Associate’s	Cooking, Writing, Poetry	65	High	0.74	Swipe Maniac	176	13	0	361	1	0.47	16	Morning	Mutual Match	23	200	72.4	Scorpio	Average	Exploring
Transgender	Queer	Small Town	Lower-Middle	Bachelor’s	Binge-Watching, Languages, Cars	65	High	0.2	Balanced	21	21	3	392	92	0.37	3	Afternoon	Catfished	19	156	64.7	Cancer	Slim	Friends Only
Female	Bisexual	Remote Area	High	Bachelor’s	Clubbing, Photography, Skating	180	Extreme User	0.66	Optimistic	125	18	5	390	71	0.13	21	Afternoon	One-sided Like	44	200	97.6	Taurus	Slim	Exploring
Prefer Not to Say	Asexual	Urban	High	PhD	Tattoos, MMA, Makeup	259	Extreme User	0.17	Choosy	133	17	0	317	83	0.16	9	Late Night	Blocked	47	173	80.2	Virgo	Curvy	Casual Dating
Transgender	Demisexual	Urban	Middle	Associate’s	Startups, History, Pets	196	Extreme User	0.69	Optimistic	137	7	3	95	78	0.14	17	Late Night	Catfished	39	152	44.1	Gemini	Plus Size	Casual Dating
Male	Queer	Remote Area	Lower-Middle	No Formal Education	Poetry, MMA, Skating	132	Addicted	0.39	Balanced	92	29	0	396	5	0.2	0	Early Morning	One-sided Like	26	170	85.8	Cancer	Average	Networking
Genderfluid	Demisexual	Suburban	Upper-Middle	Bachelor’s	Politics, Parenting, Social Activism	126	Addicted	0.75	Swipe Maniac	71	17	5	462	98	0.08	7	Evening	No Action	37	153	44.5	Cancer	Average	Exploring
Genderfluid	Demisexual	Suburban	High	Postdoc	Crafting, Cooking, Cars	218	Extreme User	0.49	Optimistic	96	2	4	138	87	0.2	5	Morning	No Action	52	151	44.2	Virgo	Average	Hookups
Transgender	Gay	Metro	Very Low	Diploma	Stand-up Comedy, Tattoos, Reading	75	High	0.54	Optimistic	161	2	1	475	28	0.21	15	Evening	Mutual Match	51	178	88.7	Sagittarius	Slim	Casual Dating
Male	Gay	Rural	Low	Bachelor’s	Cars, Board Games, Meditation	51	Moderate	0.65	Optimistic	41	9	4	91	36	0.43	1	After Midnight	Blocked	24	161	58.6	Taurus	Athletic	Networking
Male	Bisexual	Small Town	Low	No Formal Education	Politics, Movies, Fitness	64	High	0.64	Optimistic	146	11	0	357	44	0.33	8	After Midnight	Date Happened	45	189	69.3	Taurus	Curvy	Serious Relationship
Transgender	Pansexual	Suburban	High	Master’s	Dancing, Skating, Anime	228	Extreme User	0.41	Optimistic	53	15	5	214	66	0.22	15	Morning	No Action	56	150	63.4	Sagittarius	Average	Hookups
Non-binary	Pansexual	Suburban	Upper-Middle	Postdoc	Writing, History, Painting	163	Addicted	0.64	Optimistic	96	4	4	128	75	0.05	7	Late Night	Relationship Formed	55	152	49.4	Scorpio	Curvy	Networking
Female	Lesbian	Suburban	Very High	Associate’s	Writing, Crafting, Skating	177	Addicted	0.45	Optimistic	150	21	1	420	27	0.21	4	Evening	One-sided Like	40	145	60.3	Cancer	Athletic	Friends Only
Prefer Not to Say	Pansexual	Urban	Upper-Middle	Associate’s	Skating, Spirituality, Pets	189	Extreme User	0.42	Optimistic	67	2	4	168	9	0.27	20	Late Night	Instant Match	39	153	53.8	Scorpio	Plus Size	Friends Only
Female	Gay	Remote Area	Very High	No Formal Education	Binge-Watching, Motorcycling, Board Games	54	Moderate	0.43	Optimistic	13	3	2	57	43	0.14	17	Afternoon	Relationship Formed	25	197	106.7	Libra	Slim	Networking
Non-binary	Asexual	Urban	Lower-Middle	High School	Anime, Yoga, Investing	162	Addicted	0.79	Swipe Maniac	105	1	6	53	42	0.19	15	Afternoon	Relationship Formed	47	178	57.3	Gemini	Average	Networking
Transgender	Asexual	Small Town	Low	PhD	Binge-Watching, Foodie, Gaming	263	Extreme User	0.87	Swipe Maniac	28	4	0	331	28	0.25	5	Afternoon	Instant Match	28	191	82.1	Pisces	Curvy	Networking
Male	Gay	Urban	Middle	Diploma	Stand-up Comedy, Politics, Pets	200	Extreme User	0.37	Balanced	81	28	2	291	63	0.38	2	Late Night	Blocked	43	157	50.3	Aquarius	Average	Networking
Non-binary	Lesbian	Suburban	Very High	No Formal Education	Fashion, Writing, Dancing	5	Very Low	0.57	Optimistic	198	21	2	114	4	0.44	1	Late Night	Catfished	49	160	47.9	Pisces	Muscular	Exploring
Genderfluid	Lesbian	Rural	Upper-Middle	Bachelor’s	Tattoos, Sneaker Culture, Skating	7	Very Low	0.52	Optimistic	32	27	3	122	75	0.41	22	Afternoon	Relationship Formed	38	175	60.0	Capricorn	Plus Size	Serious Relationship
Female	Straight	Rural	Middle	High School	Social Activism, Makeup, Motorcycling	222	Extreme User	0.26	Balanced	154	24	0	163	18	0.26	8	Late Night	Relationship Formed	24	182	79.5	Capricorn	Muscular	Networking
Genderfluid	Demisexual	Suburban	Upper-Middle	PhD	Makeup, Fashion, History	214	Extreme User	0.5	Optimistic	22	9	3	413	47	0.17	16	Late Night	Mutual Match	48	195	89.7	Libra	Muscular	Serious Relationship
Transgender	Demisexual	Metro	Upper-Middle	Associate’s	Skating, Pets, Memes	1	Barely	0.76	Swipe Maniac	42	22	2	145	91	0.52	8	Early Morning	One-sided Like	58	176	58.2	Capricorn	Slim	Serious Relationship
Prefer Not to Say	Asexual	Suburban	Upper-Middle	Bachelor’s	Reading, Startups, Skating	232	Extreme User	0.4	Optimistic	114	10	0	60	77	0.27	3	Afternoon	Mutual Match	44	188	98.6	Pisces	Slim	Serious Relationship
Prefer Not to Say	Demisexual	Urban	Low	No Formal Education	Fashion, Sneaker Culture, Startups	11	Very Low	0.3	Balanced	69	24	3	371	55	0.29	8	Afternoon	No Action	50	147	43.4	Pisces	Plus Size	Friends Only
Female	Asexual	Urban	High	Bachelor’s	Board Games, Social Activism, Skating	271	Extreme User	0.49	Optimistic	46	17	4	159	75	0.51	12	Morning	Catfished	42	178	84.6	Libra	Athletic	Friends Only
Non-binary	Lesbian	Urban	Lower-Middle	High School	Writing, Tech, Photography	114	High	0.38	Balanced	179	18	4	490	20	0.18	21	Early Morning	Relationship Formed	41	153	52.9	Capricorn	Slim	Casual Dating
Transgender	Lesbian	Metro	Upper-Middle	PhD	Yoga, Writing, Fitness	293	Extreme User	0.92	Swipe Maniac	122	22	1	62	6	0.1	1	Afternoon	Chat Ignored	49	164	67.8	Libra	Athletic	Casual Dating
Male	Lesbian	Remote Area	Upper-Middle	No Formal Education	Running, Skating, Traveling	115	High	0.63	Optimistic	16	6	4	346	55	0.32	6	Morning	Mutual Match	30	169	69.1	Sagittarius	Muscular	Exploring

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