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	Demisexual	Rural	Very High	Master’s	Spirituality, Podcasts, Foodie	86	High	1.0	Swipe Maniac	73	28	4	314	40	0.58	14	After Midnight	No Action	49	162	48.8	Scorpio	Curvy	Exploring
Female	Queer	Urban	High	Associate’s	Sneaker Culture, Dancing, Reading	21	Low	0.4	Optimistic	86	27	3	148	55	0.77	20	After Midnight	Ghosted	44	154	70.0	Aries	Slim	Serious Relationship
Transgender	Straight	Suburban	Middle	High School	Poetry, Stand-up Comedy, History	248	Extreme User	0.6	Optimistic	191	26	1	223	9	0.18	12	After Midnight	No Action	36	186	97.9	Aries	Curvy	Networking
Prefer Not to Say	Demisexual	Metro	High	Postdoc	Dancing, Coding, Skating	50	Moderate	0.51	Optimistic	15	1	0	279	74	0.19	13	Evening	One-sided Like	55	192	93.3	Pisces	Plus Size	Serious Relationship
Prefer Not to Say	Demisexual	Small Town	Very Low	Postdoc	Cooking, Hiking, Fitness	229	Extreme User	0.75	Swipe Maniac	148	9	2	184	28	0.28	14	Afternoon	No Action	55	159	56.4	Leo	Plus Size	Serious Relationship
Transgender	Pansexual	Rural	Very High	High School	Foodie, Tech, K-pop	166	Addicted	0.57	Optimistic	57	22	2	177	31	0.57	4	Early Morning	Relationship Formed	24	187	95.5	Gemini	Athletic	Networking
Prefer Not to Say	Demisexual	Suburban	Upper-Middle	No Formal Education	MMA, Running, Social Activism	36	Moderate	0.34	Balanced	185	25	1	252	46	0.17	0	Late Night	Chat Ignored	47	175	61.9	Gemini	Athletic	Serious Relationship
Genderfluid	Lesbian	Remote Area	Middle	No Formal Education	Yoga, Stand-up Comedy, Hiking	67	High	0.56	Optimistic	175	12	2	52	76	0.2	16	Morning	Blocked	59	159	66.7	Virgo	Average	Hookups
Male	Demisexual	Rural	Very High	Associate’s	Reading, Traveling, Languages	277	Extreme User	0.72	Swipe Maniac	68	11	2	344	43	0.1	8	Afternoon	No Action	29	159	68.0	Sagittarius	Curvy	Serious Relationship
Prefer Not to Say	Pansexual	Metro	Very High	Postdoc	Hiking, Investing, Meditation	238	Extreme User	0.74	Swipe Maniac	143	15	2	439	36	0.33	12	Early Morning	Blocked	59	200	119.6	Leo	Average	Hookups
Prefer Not to Say	Lesbian	Small Town	Very Low	Bachelor’s	Photography, K-pop, Social Activism	39	Moderate	0.64	Optimistic	59	4	3	246	42	0.4	17	Early Morning	Mutual Match	50	198	84.3	Taurus	Slim	Casual Dating
Female	Gay	Suburban	Lower-Middle	Diploma	Tech, Foodie, Meditation	270	Extreme User	0.72	Swipe Maniac	170	26	0	428	12	0.23	7	After Midnight	Chat Ignored	49	193	89.4	Aries	Slim	Serious Relationship
Transgender	Bisexual	Urban	Lower-Middle	MBA	Investing, Parenting, Hiking	186	Extreme User	0.42	Optimistic	62	17	0	309	96	0.5	1	Late Night	Ghosted	56	198	72.5	Leo	Muscular	Hookups
Male	Gay	Rural	Upper-Middle	Associate’s	Podcasts, Writing, Anime	115	High	0.0	Choosy	123	23	4	100	67	0.03	9	Afternoon	One-sided Like	28	146	49.9	Scorpio	Muscular	Exploring
Prefer Not to Say	Straight	Remote Area	Lower-Middle	PhD	Parenting, Photography, Sneaker Culture	298	Extreme User	0.61	Optimistic	173	20	2	35	49	0.24	1	After Midnight	Mutual Match	28	162	73.2	Gemini	Curvy	Networking
Non-binary	Demisexual	Metro	Lower-Middle	PhD	Dancing, Board Games, Startups	230	Extreme User	0.43	Optimistic	106	2	2	440	67	0.27	19	Evening	Mutual Match	20	147	59.9	Sagittarius	Curvy	Hookups
Non-binary	Pansexual	Urban	High	High School	Makeup, DIY, Foodie	187	Extreme User	0.4	Optimistic	72	10	6	133	33	0.18	10	Evening	Instant Match	59	159	54.1	Scorpio	Muscular	Friends Only
Transgender	Straight	Metro	Low	Postdoc	Memes, Tech, Poetry	103	High	0.65	Optimistic	67	30	5	396	53	0.2	16	Afternoon	Date Happened	22	198	113.3	Scorpio	Athletic	Friends Only
Non-binary	Lesbian	Rural	Very Low	High School	Tech, Memes, Parenting	12	Very Low	0.33	Balanced	195	28	0	151	40	0.22	18	Early Morning	One-sided Like	23	178	65.6	Leo	Muscular	Casual Dating
Prefer Not to Say	Bisexual	Suburban	Middle	Master’s	Parenting, Tech, Memes	61	High	0.43	Optimistic	153	30	2	299	22	0.19	7	Morning	Chat Ignored	47	174	54.8	Taurus	Plus Size	Exploring
Transgender	Demisexual	Metro	Very High	Diploma	Makeup, Fashion, Photography	75	High	0.58	Optimistic	131	7	5	281	36	0.59	19	Evening	Ghosted	19	186	100.3	Leo	Slim	Exploring
Transgender	Pansexual	Small Town	Low	Diploma	Anime, Yoga, Cooking	157	Addicted	0.55	Optimistic	29	18	5	500	31	0.38	8	Morning	No Action	47	183	93.1	Pisces	Slim	Hookups
Non-binary	Straight	Urban	Very High	Associate’s	Pets, History, Gardening	245	Extreme User	0.3	Balanced	109	5	0	470	9	0.22	18	Late Night	No Action	30	146	50.7	Aries	Curvy	Friends Only
Male	Pansexual	Remote Area	Very High	No Formal Education	Social Activism, Skating, Sneaker Culture	88	High	0.42	Optimistic	48	12	6	193	66	0.26	22	Evening	No Action	49	175	77.2	Leo	Muscular	Serious Relationship
Prefer Not to Say	Demisexual	Metro	Very Low	Bachelor’s	Coding, Dancing, Yoga	174	Addicted	0.47	Optimistic	41	25	4	393	59	0.23	5	After Midnight	One-sided Like	43	196	73.4	Capricorn	Athletic	Hookups
Female	Bisexual	Urban	Low	Master’s	Tattoos, Spirituality, Writing	148	Addicted	0.57	Optimistic	116	3	5	379	23	0.05	9	Late Night	No Action	48	149	48.8	Cancer	Plus Size	Hookups
Female	Straight	Suburban	Low	Associate’s	Running, Astrology, Hiking	126	Addicted	0.66	Optimistic	84	16	5	337	83	0.41	14	Afternoon	One-sided Like	31	175	81.2	Libra	Curvy	Casual Dating
Prefer Not to Say	Gay	Suburban	Low	MBA	DIY, Podcasts, Dancing	147	Addicted	0.41	Optimistic	146	6	2	311	99	0.35	15	Evening	One-sided Like	18	156	49.4	Aquarius	Plus Size	Serious Relationship
Genderfluid	Gay	Remote Area	Upper-Middle	Master’s	Painting, Startups, Astrology	243	Extreme User	0.52	Optimistic	66	0	2	127	8	0.16	19	Evening	Chat Ignored	20	172	88.2	Leo	Average	Hookups
Transgender	Pansexual	Small Town	Lower-Middle	Associate’s	Foodie, Parenting, Hiking	213	Extreme User	0.75	Swipe Maniac	190	28	5	485	87	0.19	5	Early Morning	One-sided Like	43	188	69.3	Leo	Plus Size	Networking
Prefer Not to Say	Asexual	Remote Area	Low	Diploma	Podcasts, Running, Skating	222	Extreme User	0.57	Optimistic	158	11	4	485	71	0.69	19	Morning	Date Happened	28	199	101.4	Aries	Athletic	Serious Relationship
Non-binary	Asexual	Suburban	High	Diploma	Movies, Spirituality, Investing	221	Extreme User	0.28	Balanced	111	0	3	416	95	0.5	22	Morning	No Action	19	170	73.7	Virgo	Average	Exploring
Female	Gay	Urban	Very Low	Postdoc	Gaming, Movies, Cars	275	Extreme User	0.76	Swipe Maniac	3	2	6	405	1	0.28	10	Morning	Blocked	36	192	103.2	Capricorn	Athletic	Hookups
Female	Straight	Remote Area	Very Low	PhD	Anime, Music, Social Activism	32	Moderate	0.37	Balanced	29	27	4	420	38	0.13	2	Early Morning	Blocked	26	175	66.5	Scorpio	Plus Size	Networking
Male	Demisexual	Suburban	Very Low	High School	Pets, Poetry, MMA	254	Extreme User	0.53	Optimistic	17	11	6	197	11	0.25	17	Evening	Instant Match	38	149	60.8	Aries	Plus Size	Serious Relationship
Genderfluid	Straight	Rural	High	No Formal Education	Parenting, Tech, K-pop	217	Extreme User	0.84	Swipe Maniac	94	30	4	436	46	0.13	6	Late Night	Date Happened	32	194	72.3	Aquarius	Slim	Networking
Non-binary	Asexual	Remote Area	High	Diploma	Investing, Cooking, Cars	84	High	0.61	Optimistic	191	7	3	91	14	0.05	7	Late Night	Instant Match	46	147	46.5	Virgo	Slim	Casual Dating
Non-binary	Demisexual	Remote Area	Low	Bachelor’s	Social Activism, Stand-up Comedy, Reading	68	High	0.21	Balanced	136	17	1	475	25	0.19	20	Early Morning	No Action	36	169	81.7	Scorpio	Curvy	Exploring
Transgender	Queer	Metro	High	High School	Cooking, MMA, Reading	60	High	0.81	Swipe Maniac	187	14	6	391	74	0.4	22	After Midnight	Instant Match	24	184	87.7	Aquarius	Athletic	Friends Only
Non-binary	Gay	Small Town	Very High	Diploma	Gaming, Tattoos, Hiking	255	Extreme User	0.61	Optimistic	198	2	4	202	40	0.46	20	Morning	Date Happened	53	184	83.6	Pisces	Average	Casual Dating
Genderfluid	Asexual	Rural	Upper-Middle	High School	Gardening, Sneaker Culture, Photography	1	Barely	0.48	Optimistic	152	18	2	235	91	0.15	7	After Midnight	Chat Ignored	24	185	93.8	Gemini	Average	Exploring
Transgender	Gay	Remote Area	Lower-Middle	Diploma	Running, Writing, Tattoos	133	Addicted	0.68	Optimistic	182	22	1	280	90	0.05	5	Late Night	Ghosted	59	154	60.5	Cancer	Muscular	Networking
Genderfluid	Gay	Urban	Upper-Middle	PhD	Dancing, Traveling, Stand-up Comedy	292	Extreme User	0.58	Optimistic	119	19	3	395	73	0.2	9	Late Night	Blocked	26	146	61.8	Pisces	Slim	Exploring
Genderfluid	Queer	Remote Area	High	PhD	History, Board Games, Politics	152	Addicted	0.82	Swipe Maniac	33	8	0	305	34	0.14	17	Morning	Catfished	28	180	80.0	Taurus	Curvy	Serious Relationship
Prefer Not to Say	Gay	Suburban	Very High	Bachelor’s	Art, Meditation, Politics	211	Extreme User	0.87	Swipe Maniac	195	19	6	410	70	0.29	18	After Midnight	Mutual Match	30	183	82.4	Virgo	Muscular	Serious Relationship
Transgender	Asexual	Rural	Middle	Associate’s	Movies, Spirituality, Memes	300	Extreme User	0.41	Optimistic	70	23	0	205	44	0.29	8	Afternoon	Mutual Match	26	161	51.1	Gemini	Athletic	Friends Only
Female	Gay	Rural	Very High	Postdoc	Gardening, Fashion, Startups	190	Extreme User	0.73	Swipe Maniac	38	21	5	216	51	0.35	14	Morning	Ghosted	37	185	73.9	Aquarius	Slim	Networking
Female	Asexual	Urban	Upper-Middle	Postdoc	Sneaker Culture, Pets, Meditation	28	Low	0.56	Optimistic	58	21	2	84	81	0.4	0	Afternoon	Ghosted	45	150	47.7	Scorpio	Muscular	Networking
Female	Straight	Small Town	Very High	High School	Poetry, Binge-Watching, Yoga	169	Addicted	0.43	Optimistic	25	8	6	492	23	0.08	3	Morning	Instant Match	24	166	76.3	Libra	Athletic	Exploring
Non-binary	Straight	Remote Area	Lower-Middle	PhD	Politics, Startups, Social Activism	181	Extreme User	0.16	Choosy	109	8	3	368	80	0.02	7	Evening	Chat Ignored	57	167	63.9	Pisces	Muscular	Friends Only
Transgender	Straight	Metro	High	PhD	Astrology, Yoga, Startups	210	Extreme User	0.34	Balanced	138	3	6	189	8	0.49	18	Late Night	One-sided Like	37	149	59.7	Libra	Curvy	Friends Only
Transgender	Bisexual	Metro	Very Low	High School	Gardening, Sneaker Culture, Writing	266	Extreme User	0.41	Optimistic	69	30	2	240	12	0.28	19	After Midnight	Date Happened	19	197	85.8	Scorpio	Average	Networking
Genderfluid	Demisexual	Rural	Lower-Middle	High School	Cars, Makeup, Foodie	81	High	0.49	Optimistic	111	16	4	266	73	0.27	16	After Midnight	Instant Match	39	183	96.8	Capricorn	Plus Size	Serious Relationship
Prefer Not to Say	Demisexual	Suburban	Lower-Middle	Bachelor’s	Startups, Painting, Foodie	15	Low	0.64	Optimistic	103	15	4	36	20	0.35	8	Early Morning	No Action	29	194	71.1	Scorpio	Curvy	Serious Relationship
Transgender	Straight	Suburban	Lower-Middle	High School	Movies, Gaming, Podcasts	101	High	0.5	Optimistic	114	17	5	494	40	0.33	0	Late Night	Ghosted	59	149	56.4	Aries	Average	Hookups
Non-binary	Queer	Urban	Very Low	Bachelor’s	Parenting, Art, Anime	203	Extreme User	0.4	Optimistic	41	22	2	437	16	0.24	15	Late Night	Instant Match	21	178	73.5	Libra	Athletic	Hookups
Prefer Not to Say	Bisexual	Suburban	High	Bachelor’s	Binge-Watching, Traveling, Tattoos	40	Moderate	0.32	Balanced	171	15	1	457	51	0.41	17	Afternoon	No Action	51	150	40.7	Capricorn	Plus Size	Friends Only
Female	Bisexual	Remote Area	Lower-Middle	Postdoc	Photography, K-pop, Reading	142	Addicted	0.37	Balanced	105	7	2	146	42	0.09	15	Early Morning	Catfished	46	148	57.6	Leo	Slim	Serious Relationship
Prefer Not to Say	Straight	Metro	Middle	Bachelor’s	Music, Board Games, Cars	272	Extreme User	0.58	Optimistic	36	1	6	84	67	0.55	6	Early Morning	Instant Match	31	160	51.2	Virgo	Plus Size	Hookups
Non-binary	Straight	Remote Area	Low	Master’s	Pets, Hiking, Sneaker Culture	38	Moderate	0.33	Balanced	89	25	3	18	10	0.09	21	Early Morning	One-sided Like	54	158	61.9	Leo	Average	Hookups
Genderfluid	Gay	Small Town	Upper-Middle	Bachelor’s	Astrology, Foodie, Writing	195	Extreme User	0.88	Swipe Maniac	182	6	2	195	5	0.43	3	Evening	Date Happened	50	194	71.9	Pisces	Average	Friends Only
Genderfluid	Demisexual	Metro	Lower-Middle	Associate’s	Motorcycling, Languages, Podcasts	200	Extreme User	0.58	Optimistic	181	28	4	372	35	0.25	3	After Midnight	Date Happened	54	172	71.6	Aries	Slim	Friends Only
Male	Gay	Metro	Lower-Middle	Associate’s	Fitness, Motorcycling, Dancing	291	Extreme User	0.7	Swipe Maniac	102	14	4	172	26	0.29	11	Late Night	No Action	33	152	66.8	Gemini	Athletic	Casual Dating
Transgender	Pansexual	Suburban	Middle	Diploma	Photography, DIY, Motorcycling	261	Extreme User	0.34	Balanced	154	15	1	178	11	0.15	18	Early Morning	Instant Match	22	173	79.3	Aquarius	Plus Size	Networking
Non-binary	Queer	Metro	Middle	Bachelor’s	Parenting, Board Games, Makeup	176	Addicted	0.44	Optimistic	193	29	3	438	58	0.38	5	Early Morning	Ghosted	29	178	85.5	Cancer	Slim	Casual Dating
Male	Demisexual	Urban	Upper-Middle	Postdoc	Yoga, Social Activism, Politics	189	Extreme User	0.78	Swipe Maniac	61	29	2	328	30	0.37	13	After Midnight	Chat Ignored	51	145	52.4	Gemini	Muscular	Networking
Prefer Not to Say	Queer	Small Town	High	No Formal Education	Board Games, Gaming, Fitness	110	High	0.03	Choosy	198	19	1	369	88	0.21	9	Evening	Date Happened	57	169	80.3	Aries	Plus Size	Casual Dating
Female	Straight	Urban	Low	Postdoc	Sneaker Culture, Motorcycling, Podcasts	167	Addicted	0.78	Swipe Maniac	24	5	5	164	13	0.39	6	Morning	One-sided Like	20	158	67.9	Sagittarius	Muscular	Hookups
Prefer Not to Say	Pansexual	Small Town	Very Low	Associate’s	Sneaker Culture, Memes, K-pop	54	Moderate	0.41	Optimistic	174	14	2	199	73	0.15	16	Morning	One-sided Like	42	159	45.8	Capricorn	Athletic	Serious Relationship
Prefer Not to Say	Pansexual	Remote Area	Upper-Middle	No Formal Education	Writing, Spirituality, MMA	147	Addicted	0.23	Balanced	163	5	0	110	19	0.37	21	Early Morning	Ghosted	46	197	70.2	Scorpio	Slim	Exploring
Prefer Not to Say	Bisexual	Small Town	Middle	Postdoc	Movies, Motorcycling, Hiking	131	Addicted	0.48	Optimistic	139	0	4	46	96	0.16	14	Afternoon	One-sided Like	25	157	63.1	Sagittarius	Muscular	Exploring
Transgender	Bisexual	Urban	Very Low	High School	Art, Astrology, Languages	79	High	0.75	Swipe Maniac	50	16	2	185	11	0.31	2	Late Night	Mutual Match	58	149	50.2	Aquarius	Muscular	Networking
Genderfluid	Straight	Remote Area	High	MBA	Yoga, Binge-Watching, Languages	298	Extreme User	0.81	Swipe Maniac	116	8	4	87	88	0.24	19	Evening	Date Happened	38	177	92.4	Libra	Plus Size	Serious Relationship
Non-binary	Gay	Metro	Upper-Middle	Postdoc	Startups, Binge-Watching, Sneaker Culture	41	Moderate	0.26	Balanced	139	23	3	360	51	0.32	21	Evening	No Action	23	150	46.4	Aquarius	Athletic	Hookups
Transgender	Bisexual	Small Town	Low	High School	K-pop, Meditation, Motorcycling	18	Low	0.7	Swipe Maniac	11	4	6	92	23	0.17	3	Morning	Blocked	58	151	41.5	Aries	Athletic	Friends Only
Genderfluid	Bisexual	Metro	Middle	High School	Spirituality, Crafting, Sneaker Culture	8	Very Low	0.65	Optimistic	150	10	4	499	64	0.06	19	After Midnight	Ghosted	20	181	64.5	Pisces	Muscular	Serious Relationship
Prefer Not to Say	Queer	Small Town	Middle	No Formal Education	K-pop, Parenting, Gardening	173	Addicted	0.51	Optimistic	17	2	1	51	87	0.35	0	Evening	Relationship Formed	56	173	64.6	Sagittarius	Average	Networking
Female	Straight	Urban	Very Low	Bachelor’s	Writing, Tattoos, Politics	171	Addicted	0.74	Swipe Maniac	159	26	2	300	61	0.14	18	Late Night	Chat Ignored	46	177	58.6	Gemini	Plus Size	Casual Dating
Genderfluid	Lesbian	Urban	Very High	Diploma	Tattoos, Makeup, Clubbing	264	Extreme User	0.34	Balanced	133	17	0	248	70	0.14	2	Afternoon	Chat Ignored	39	171	62.3	Cancer	Average	Friends Only
Genderfluid	Straight	Suburban	Very Low	No Formal Education	Hiking, Sneaker Culture, DIY	83	High	0.69	Optimistic	182	16	1	492	35	0.24	21	Early Morning	Mutual Match	44	153	48.5	Virgo	Athletic	Networking
Non-binary	Queer	Suburban	High	Master’s	Pets, Fitness, Photography	299	Extreme User	0.64	Optimistic	194	24	1	220	100	0.27	21	Late Night	Instant Match	18	146	55.2	Pisces	Slim	Friends Only
Non-binary	Pansexual	Small Town	Very Low	Postdoc	Photography, Fashion, Makeup	121	Addicted	0.34	Balanced	58	18	4	298	43	0.39	17	Evening	Ghosted	48	181	89.8	Virgo	Slim	Serious Relationship
Male	Demisexual	Remote Area	Lower-Middle	Associate’s	Skating, Parenting, Photography	266	Extreme User	0.36	Balanced	59	10	6	245	28	0.5	6	Late Night	One-sided Like	36	156	62.3	Pisces	Plus Size	Friends Only
Male	Demisexual	Remote Area	Middle	PhD	Parenting, Makeup, Hiking	5	Very Low	0.52	Optimistic	144	6	6	37	27	0.49	23	Late Night	Blocked	53	160	52.0	Cancer	Slim	Casual Dating
Genderfluid	Pansexual	Metro	Lower-Middle	Master’s	Politics, Makeup, Stand-up Comedy	139	Addicted	0.59	Optimistic	0	0	6	9	30	0.34	6	After Midnight	Catfished	18	170	75.7	Gemini	Muscular	Exploring
Transgender	Gay	Remote Area	Very High	Postdoc	Astrology, Cars, Photography	96	High	0.81	Swipe Maniac	136	13	2	296	28	0.57	14	After Midnight	Blocked	37	150	56.0	Aquarius	Slim	Hookups
Female	Queer	Rural	Very High	MBA	Anime, Poetry, Startups	119	High	0.25	Balanced	171	28	2	12	5	0.15	21	Morning	Chat Ignored	32	146	41.8	Gemini	Plus Size	Casual Dating
Genderfluid	Lesbian	Metro	High	Master’s	Podcasts, Memes, Music	101	High	0.4	Optimistic	17	17	5	60	40	0.09	17	Afternoon	Chat Ignored	43	182	99.0	Taurus	Plus Size	Exploring
Prefer Not to Say	Queer	Metro	Lower-Middle	Associate’s	Foodie, Clubbing, Pets	154	Addicted	0.36	Balanced	62	6	3	443	78	0.12	2	Afternoon	One-sided Like	39	187	67.8	Libra	Muscular	Friends Only
Male	Gay	Metro	High	PhD	Fitness, History, Social Activism	50	Moderate	0.5	Optimistic	184	25	1	235	100	0.36	16	Early Morning	Chat Ignored	43	185	74.3	Sagittarius	Plus Size	Hookups
Female	Queer	Remote Area	Low	MBA	Stand-up Comedy, Photography, Politics	149	Addicted	0.0	Choosy	24	17	0	310	94	0.41	22	Late Night	Relationship Formed	40	193	93.5	Leo	Plus Size	Hookups
Male	Pansexual	Urban	Very Low	Master’s	Fitness, DIY, Sneaker Culture	114	High	0.63	Optimistic	99	30	3	211	72	0.31	15	Morning	Blocked	43	161	59.4	Taurus	Athletic	Exploring
Prefer Not to Say	Demisexual	Metro	Very Low	No Formal Education	Parenting, Pets, Skating	136	Addicted	0.19	Choosy	110	8	2	310	53	0.52	2	After Midnight	Catfished	22	153	48.7	Leo	Muscular	Networking
Non-binary	Gay	Small Town	Middle	Associate’s	Podcasts, Cars, Binge-Watching	0	Barely	0.37	Balanced	72	1	2	422	42	0.01	2	Afternoon	Catfished	48	156	50.6	Aquarius	Average	Hookups
Non-binary	Asexual	Small Town	High	Bachelor’s	Tattoos, Pets, Languages	17	Low	0.78	Swipe Maniac	69	12	5	276	32	0.26	8	Late Night	One-sided Like	20	151	43.1	Gemini	Average	Hookups
Male	Lesbian	Urban	High	Master’s	Board Games, History, Traveling	56	Moderate	0.94	Swipe Maniac	130	17	5	478	86	0.02	19	After Midnight	Ghosted	29	153	53.6	Pisces	Curvy	Networking
Prefer Not to Say	Asexual	Metro	Lower-Middle	High School	Fitness, Social Activism, MMA	53	Moderate	0.27	Balanced	80	24	0	445	84	0.04	22	Morning	Instant Match	25	184	79.6	Leo	Athletic	Networking
Transgender	Demisexual	Small Town	Low	Master’s	Movies, Foodie, Anime	16	Low	0.78	Swipe Maniac	81	12	3	52	14	0.05	7	Early Morning	One-sided Like	57	146	63.9	Sagittarius	Athletic	Casual Dating
Male	Gay	Urban	High	No Formal Education	Writing, Social Activism, History	209	Extreme User	0.19	Choosy	154	9	6	111	31	0.57	7	Early Morning	Blocked	31	180	82.9	Leo	Curvy	Casual Dating
Transgender	Straight	Suburban	Very High	High School	Memes, Parenting, Skating	73	High	0.0	Choosy	83	15	5	390	55	0.52	4	Late Night	Date Happened	55	176	67.5	Aries	Muscular	Serious Relationship

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