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	Gay	Remote Area	Middle	Diploma	Fashion, Art, Hiking	173	Addicted	0.56	Optimistic	192	20	0	190	41	0.54	17	After Midnight	Relationship Formed	29	156	65.0	Cancer	Muscular	Casual Dating
Prefer Not to Say	Demisexual	Metro	Low	High School	K-pop, Social Activism, Art	113	High	0.24	Balanced	138	14	0	192	14	0.1	2	Afternoon	No Action	41	179	62.2	Virgo	Muscular	Casual Dating
Female	Gay	Urban	Very High	Postdoc	Crafting, Investing, History	173	Addicted	0.07	Choosy	156	8	4	363	14	0.32	19	Morning	Chat Ignored	53	145	51.5	Leo	Muscular	Hookups
Non-binary	Asexual	Urban	Middle	Associate’s	Politics, Binge-Watching, Social Activism	199	Extreme User	0.4	Optimistic	108	9	4	61	35	0.23	7	Early Morning	Blocked	53	185	96.5	Taurus	Plus Size	Exploring
Transgender	Pansexual	Urban	Very High	No Formal Education	Motorcycling, Reading, Makeup	279	Extreme User	0.47	Optimistic	14	14	0	422	13	0.2	0	Evening	Blocked	53	162	52.2	Aquarius	Slim	Friends Only
Genderfluid	Lesbian	Suburban	Lower-Middle	Bachelor’s	Fitness, Anime, DIY	177	Addicted	0.65	Optimistic	197	8	4	421	93	0.37	10	Early Morning	Relationship Formed	34	169	80.0	Capricorn	Slim	Exploring
Genderfluid	Gay	Remote Area	Upper-Middle	PhD	Investing, Social Activism, K-pop	169	Addicted	0.1	Choosy	83	2	3	306	14	0.16	11	Afternoon	Blocked	48	147	42.8	Leo	Slim	Friends Only
Transgender	Straight	Remote Area	Low	Bachelor’s	Cars, Startups, Parenting	131	Addicted	0.71	Swipe Maniac	136	30	4	104	3	0.14	9	Late Night	No Action	36	170	76.3	Virgo	Muscular	Friends Only
Male	Straight	Small Town	Very Low	No Formal Education	Hiking, Poetry, Meditation	166	Addicted	0.45	Optimistic	102	19	4	47	77	0.11	17	After Midnight	Blocked	25	193	82.3	Aries	Athletic	Exploring
Female	Bisexual	Urban	Middle	PhD	Meditation, Crafting, Anime	199	Extreme User	0.66	Optimistic	98	9	0	390	89	0.02	7	After Midnight	Mutual Match	57	185	76.7	Taurus	Curvy	Networking
Transgender	Asexual	Urban	Lower-Middle	No Formal Education	Social Activism, Board Games, Art	10	Very Low	0.73	Swipe Maniac	132	3	0	192	57	0.11	3	Early Morning	Catfished	57	148	39.6	Cancer	Muscular	Casual Dating
Male	Queer	Small Town	Middle	Master’s	Movies, Music, Foodie	83	High	0.62	Optimistic	6	4	3	168	27	0.39	23	Evening	No Action	41	158	62.4	Libra	Athletic	Networking
Genderfluid	Pansexual	Rural	High	Master’s	Parenting, Painting, Fashion	96	High	0.75	Swipe Maniac	21	16	2	444	93	0.57	13	Evening	Instant Match	41	152	43.4	Scorpio	Average	Casual Dating
Non-binary	Bisexual	Rural	Middle	Postdoc	Movies, Yoga, Poetry	264	Extreme User	0.38	Balanced	140	16	5	63	0	0.42	15	After Midnight	Relationship Formed	39	200	87.2	Gemini	Muscular	Friends Only
Transgender	Bisexual	Suburban	Very Low	High School	Startups, Clubbing, Dancing	111	High	0.32	Balanced	5	3	5	397	67	0.32	3	Evening	Chat Ignored	38	166	50.2	Virgo	Athletic	Friends Only
Female	Bisexual	Remote Area	Low	Master’s	Astrology, Stand-up Comedy, Painting	58	Moderate	0.6	Optimistic	21	20	5	366	79	0.25	20	Early Morning	Ghosted	33	198	104.3	Sagittarius	Slim	Casual Dating
Prefer Not to Say	Queer	Metro	Middle	High School	Cars, Movies, Painting	15	Low	0.66	Optimistic	115	16	6	136	39	0.09	4	Afternoon	Chat Ignored	42	166	58.4	Sagittarius	Athletic	Hookups
Transgender	Demisexual	Remote Area	Very High	No Formal Education	Gaming, Spirituality, K-pop	71	High	0.94	Swipe Maniac	88	19	3	451	52	0.49	10	Evening	One-sided Like	18	195	87.8	Aries	Average	Hookups
Female	Asexual	Rural	Lower-Middle	Master’s	Painting, Memes, Running	290	Extreme User	0.25	Balanced	170	25	2	44	76	0.37	12	Early Morning	No Action	45	192	86.6	Aquarius	Slim	Hookups
Genderfluid	Straight	Urban	Very High	Bachelor’s	Music, Motorcycling, Meditation	10	Very Low	0.08	Choosy	85	9	5	153	39	0.32	18	Evening	Ghosted	24	157	70.5	Sagittarius	Average	Exploring
Prefer Not to Say	Asexual	Suburban	Very High	High School	Poetry, Writing, Fitness	282	Extreme User	0.68	Optimistic	157	14	6	397	94	0.27	6	Late Night	Mutual Match	35	191	66.0	Scorpio	Muscular	Exploring
Transgender	Demisexual	Metro	High	MBA	Gardening, Writing, Motorcycling	77	High	0.49	Optimistic	65	20	2	93	1	0.31	7	Early Morning	Instant Match	37	193	71.1	Taurus	Plus Size	Friends Only
Transgender	Queer	Urban	Middle	Master’s	Languages, Cooking, Movies	67	High	0.39	Balanced	71	11	6	29	60	0.26	14	Late Night	Blocked	58	151	65.2	Capricorn	Average	Exploring
Transgender	Bisexual	Rural	Very Low	MBA	Sneaker Culture, Investing, Gaming	52	Moderate	0.6	Optimistic	145	4	1	235	15	0.5	13	Evening	Ghosted	34	197	91.6	Libra	Athletic	Hookups
Female	Bisexual	Rural	Low	MBA	Hiking, Reading, Clubbing	229	Extreme User	0.9	Swipe Maniac	44	27	3	175	42	0.24	16	Early Morning	Blocked	42	180	71.3	Aquarius	Average	Networking
Female	Demisexual	Urban	Low	Master’s	Social Activism, Spirituality, Traveling	231	Extreme User	0.62	Optimistic	1	0	5	497	70	0.45	4	Morning	Blocked	34	167	50.2	Taurus	Average	Networking
Prefer Not to Say	Lesbian	Remote Area	High	No Formal Education	Gaming, Anime, Foodie	114	High	0.28	Balanced	11	4	6	445	92	0.22	12	Evening	No Action	53	191	66.0	Cancer	Average	Exploring
Male	Queer	Urban	Upper-Middle	Master’s	Politics, Photography, Crafting	39	Moderate	0.19	Choosy	87	12	2	356	64	0.56	7	Afternoon	Chat Ignored	36	171	82.5	Scorpio	Average	Friends Only
Female	Queer	Rural	Low	High School	Investing, Spirituality, Painting	121	Addicted	0.47	Optimistic	60	12	2	288	19	0.09	3	Afternoon	Ghosted	57	171	68.7	Aries	Plus Size	Friends Only
Prefer Not to Say	Demisexual	Rural	Lower-Middle	Postdoc	Clubbing, Crafting, Cooking	193	Extreme User	0.23	Balanced	98	6	5	313	26	0.02	22	Early Morning	Blocked	20	199	90.7	Virgo	Slim	Friends Only
Female	Lesbian	Urban	Middle	Postdoc	Parenting, Investing, Dancing	238	Extreme User	0.75	Swipe Maniac	0	0	4	79	10	0.24	22	Afternoon	Instant Match	36	163	47.8	Virgo	Muscular	Casual Dating
Transgender	Pansexual	Remote Area	Very Low	Diploma	Crafting, Cars, Movies	91	High	0.42	Optimistic	26	17	4	97	88	0.38	6	Afternoon	Mutual Match	38	186	74.7	Pisces	Athletic	Exploring
Prefer Not to Say	Gay	Metro	Upper-Middle	High School	Meditation, Memes, Art	175	Addicted	0.45	Optimistic	161	11	3	458	55	0.22	23	Evening	Catfished	44	172	82.2	Scorpio	Plus Size	Exploring
Prefer Not to Say	Demisexual	Suburban	Lower-Middle	Associate’s	Poetry, Running, Movies	52	Moderate	0.34	Balanced	124	3	5	69	5	0.21	7	Afternoon	Instant Match	25	189	72.2	Pisces	Slim	Friends Only
Prefer Not to Say	Queer	Remote Area	Lower-Middle	High School	Podcasts, Running, Astrology	194	Extreme User	0.58	Optimistic	88	27	6	316	92	0.11	5	Morning	Mutual Match	56	155	59.8	Virgo	Average	Exploring
Male	Lesbian	Suburban	Lower-Middle	Diploma	Traveling, Politics, Running	46	Moderate	0.62	Optimistic	103	12	2	116	27	0.16	21	After Midnight	Blocked	19	180	76.8	Cancer	Muscular	Serious Relationship
Prefer Not to Say	Asexual	Urban	Very High	PhD	Podcasts, Sneaker Culture, Anime	33	Moderate	0.53	Optimistic	16	2	2	68	78	0.6	5	Evening	Mutual Match	37	186	87.5	Scorpio	Muscular	Friends Only
Genderfluid	Bisexual	Remote Area	Very Low	MBA	Skating, Board Games, Podcasts	131	Addicted	0.56	Optimistic	32	1	5	487	91	0.48	22	Early Morning	One-sided Like	45	170	78.9	Scorpio	Average	Exploring
Transgender	Bisexual	Urban	Very Low	High School	Dancing, History, Photography	15	Low	0.33	Balanced	174	24	2	200	4	0.23	1	Afternoon	Ghosted	39	184	73.1	Aquarius	Curvy	Serious Relationship
Prefer Not to Say	Straight	Rural	Upper-Middle	Master’s	DIY, Poetry, Painting	205	Extreme User	0.64	Optimistic	181	11	0	10	25	0.26	17	Late Night	Instant Match	22	164	70.2	Sagittarius	Muscular	Networking
Female	Queer	Remote Area	High	Diploma	Traveling, Clubbing, Parenting	271	Extreme User	0.58	Optimistic	58	26	4	463	23	0.42	23	Late Night	Mutual Match	46	179	83.3	Gemini	Plus Size	Casual Dating
Female	Asexual	Suburban	Low	Bachelor’s	Art, Stand-up Comedy, Painting	278	Extreme User	0.6	Optimistic	5	3	6	209	76	0.07	23	After Midnight	Chat Ignored	23	148	40.3	Cancer	Slim	Networking
Non-binary	Queer	Metro	Very High	MBA	Foodie, Memes, Tech	292	Extreme User	0.75	Swipe Maniac	90	30	4	488	21	0.28	17	Late Night	One-sided Like	38	174	65.7	Pisces	Average	Exploring
Non-binary	Demisexual	Suburban	Very High	High School	Anime, Social Activism, Coding	175	Addicted	0.57	Optimistic	175	7	2	232	33	0.44	18	After Midnight	One-sided Like	26	164	71.3	Sagittarius	Athletic	Serious Relationship
Male	Demisexual	Urban	High	Postdoc	Spirituality, MMA, Clubbing	278	Extreme User	0.55	Optimistic	174	30	0	285	20	0.5	4	Morning	Blocked	19	177	84.6	Taurus	Average	Exploring
Prefer Not to Say	Pansexual	Remote Area	Lower-Middle	Bachelor’s	Art, Clubbing, K-pop	154	Addicted	0.94	Swipe Maniac	137	9	4	181	100	0.11	21	Evening	Catfished	30	191	94.1	Capricorn	Muscular	Friends Only
Prefer Not to Say	Pansexual	Rural	Lower-Middle	High School	Motorcycling, Spirituality, Pets	60	High	0.32	Balanced	161	11	3	71	79	0.06	23	Late Night	One-sided Like	18	153	53.6	Sagittarius	Slim	Networking
Non-binary	Lesbian	Metro	High	No Formal Education	Skating, Cooking, Politics	103	High	0.27	Balanced	148	2	2	119	68	0.04	4	Evening	Chat Ignored	44	149	54.6	Taurus	Curvy	Hookups
Non-binary	Demisexual	Urban	Very High	Diploma	Tech, Tattoos, Startups	180	Extreme User	0.5	Optimistic	82	8	2	378	81	0.64	4	Afternoon	Catfished	21	167	56.9	Capricorn	Slim	Hookups
Male	Bisexual	Metro	Low	No Formal Education	Poetry, Clubbing, Running	111	High	0.73	Swipe Maniac	15	14	4	13	30	0.44	19	Late Night	Blocked	24	165	81.1	Libra	Athletic	Networking
Non-binary	Demisexual	Small Town	Middle	Diploma	Gaming, Parenting, Skating	175	Addicted	0.76	Swipe Maniac	54	18	0	418	76	0.15	2	After Midnight	Catfished	49	169	53.4	Aquarius	Muscular	Serious Relationship
Female	Lesbian	Small Town	High	High School	Investing, Tattoos, Tech	164	Addicted	0.42	Optimistic	3	3	1	318	64	0.25	9	Late Night	Instant Match	29	179	66.3	Gemini	Athletic	Exploring
Non-binary	Straight	Rural	Very Low	MBA	Investing, Photography, Writing	48	Moderate	0.68	Optimistic	175	2	2	212	17	0.2	14	Late Night	Instant Match	58	171	57.0	Taurus	Muscular	Hookups
Transgender	Demisexual	Suburban	Very Low	PhD	Parenting, Crafting, Binge-Watching	82	High	0.26	Balanced	172	14	5	90	39	0.64	7	Late Night	One-sided Like	56	169	59.7	Libra	Slim	Casual Dating
Non-binary	Pansexual	Rural	Middle	Master’s	Reading, Parenting, Art	231	Extreme User	0.75	Swipe Maniac	87	6	5	17	8	0.15	9	Afternoon	Chat Ignored	38	159	75.3	Pisces	Curvy	Serious Relationship
Prefer Not to Say	Bisexual	Suburban	Upper-Middle	Bachelor’s	Foodie, Coding, Astrology	1	Barely	0.31	Balanced	22	4	5	72	17	0.12	2	Late Night	Relationship Formed	42	154	49.6	Taurus	Average	Serious Relationship
Prefer Not to Say	Pansexual	Small Town	Very Low	Associate’s	Reading, Traveling, Gaming	183	Extreme User	0.42	Optimistic	155	7	0	283	73	0.29	16	Late Night	Blocked	32	156	49.2	Cancer	Curvy	Exploring
Male	Lesbian	Remote Area	Low	Diploma	Parenting, Dancing, Anime	158	Addicted	0.81	Swipe Maniac	17	15	3	208	100	0.22	18	Evening	Mutual Match	56	165	56.1	Gemini	Muscular	Exploring
Prefer Not to Say	Demisexual	Small Town	Low	Postdoc	Anime, Languages, DIY	209	Extreme User	0.61	Optimistic	114	9	0	350	2	0.47	21	Early Morning	Catfished	45	168	51.6	Leo	Slim	Networking
Prefer Not to Say	Queer	Metro	Low	Master’s	Motorcycling, Coding, Meditation	209	Extreme User	0.44	Optimistic	47	11	5	424	76	0.3	11	Late Night	Mutual Match	29	167	65.3	Aquarius	Athletic	Casual Dating
Prefer Not to Say	Gay	Suburban	Very Low	Associate’s	Cars, Astrology, Fashion	26	Low	0.37	Balanced	30	5	2	113	32	0.57	21	Morning	Chat Ignored	49	193	91.3	Capricorn	Muscular	Hookups
Prefer Not to Say	Pansexual	Metro	Middle	Associate’s	Clubbing, Gaming, Board Games	243	Extreme User	0.78	Swipe Maniac	162	10	3	152	37	0.58	0	Morning	One-sided Like	23	147	59.6	Aquarius	Average	Exploring
Non-binary	Lesbian	Suburban	Very Low	High School	History, Tattoos, Spirituality	169	Addicted	0.91	Swipe Maniac	193	22	3	92	2	0.21	11	Afternoon	Instant Match	25	187	71.3	Scorpio	Athletic	Networking
Female	Lesbian	Urban	Middle	Postdoc	Foodie, Writing, Hiking	78	High	0.34	Balanced	99	26	4	145	47	0.53	0	Afternoon	Relationship Formed	22	172	82.5	Aquarius	Average	Casual Dating
Female	Demisexual	Urban	Middle	Diploma	Yoga, Languages, Investing	144	Addicted	0.66	Optimistic	200	18	4	102	74	0.19	4	After Midnight	Relationship Formed	27	154	70.4	Pisces	Curvy	Hookups
Prefer Not to Say	Demisexual	Metro	Upper-Middle	Postdoc	Hiking, Movies, Music	204	Extreme User	0.64	Optimistic	161	21	2	481	98	0.14	23	Morning	Relationship Formed	46	153	66.2	Leo	Curvy	Hookups
Non-binary	Pansexual	Rural	High	Associate’s	Dancing, Foodie, Pets	108	High	0.17	Choosy	191	13	0	485	32	0.47	3	Evening	Blocked	28	149	61.9	Aquarius	Curvy	Friends Only
Prefer Not to Say	Queer	Urban	Middle	Diploma	Gardening, Spirituality, Parenting	71	High	0.51	Optimistic	7	0	6	337	81	0.2	11	Early Morning	Ghosted	55	150	60.8	Scorpio	Athletic	Networking
Prefer Not to Say	Pansexual	Urban	Middle	Associate’s	Startups, Running, Skating	287	Extreme User	0.61	Optimistic	131	27	0	24	33	0.15	16	Afternoon	Catfished	23	178	93.5	Gemini	Curvy	Casual Dating
Male	Asexual	Small Town	Very Low	Master’s	Spirituality, Anime, Coding	284	Extreme User	0.37	Balanced	193	14	4	144	81	0.09	1	Afternoon	One-sided Like	42	191	82.1	Scorpio	Plus Size	Serious Relationship
Non-binary	Queer	Urban	Lower-Middle	No Formal Education	MMA, Investing, Crafting	265	Extreme User	0.9	Swipe Maniac	118	15	6	295	97	0.33	11	Early Morning	Instant Match	40	159	54.1	Aries	Muscular	Serious Relationship
Prefer Not to Say	Demisexual	Small Town	Upper-Middle	Diploma	Traveling, Meditation, Photography	102	High	0.48	Optimistic	116	20	6	298	4	0.21	20	Early Morning	Chat Ignored	37	196	76.8	Gemini	Plus Size	Friends Only
Genderfluid	Pansexual	Remote Area	Very Low	Bachelor’s	Motorcycling, Skating, Binge-Watching	120	Addicted	0.0	Choosy	58	0	6	319	88	0.11	18	Afternoon	Date Happened	53	168	65.5	Aries	Plus Size	Serious Relationship
Prefer Not to Say	Gay	Rural	Very Low	Master’s	Social Activism, Makeup, Pets	256	Extreme User	0.35	Balanced	77	4	3	450	48	0.13	15	Evening	No Action	33	146	45.4	Gemini	Slim	Casual Dating
Male	Demisexual	Rural	Low	PhD	Art, Poetry, Sneaker Culture	192	Extreme User	0.39	Balanced	195	30	3	284	43	0.23	13	Morning	Date Happened	47	149	63.3	Gemini	Muscular	Friends Only
Male	Demisexual	Rural	Low	MBA	Cooking, Social Activism, Parenting	58	Moderate	0.55	Optimistic	24	12	6	265	47	0.58	18	Afternoon	Ghosted	24	145	43.1	Aries	Muscular	Exploring
Non-binary	Gay	Metro	Very Low	MBA	Stand-up Comedy, Gardening, Memes	251	Extreme User	0.32	Balanced	140	5	2	208	81	0.15	7	Afternoon	Blocked	36	187	93.0	Capricorn	Muscular	Casual Dating
Female	Asexual	Urban	Very Low	High School	Reading, Music, Anime	285	Extreme User	0.37	Balanced	133	6	5	60	100	0.09	8	Late Night	One-sided Like	48	159	70.0	Sagittarius	Muscular	Friends Only
Non-binary	Gay	Urban	Very Low	High School	Sneaker Culture, Traveling, Dancing	41	Moderate	0.93	Swipe Maniac	165	14	6	156	59	0.67	8	After Midnight	Relationship Formed	41	178	84.3	Libra	Athletic	Networking
Male	Asexual	Remote Area	Middle	MBA	Movies, Meditation, Art	66	High	0.56	Optimistic	48	24	4	28	23	0.24	23	Early Morning	Ghosted	44	194	72.6	Cancer	Slim	Hookups
Non-binary	Asexual	Remote Area	Upper-Middle	Diploma	Spirituality, Skating, Sneaker Culture	4	Barely	0.73	Swipe Maniac	130	30	0	383	63	0.29	1	Late Night	Ghosted	52	194	91.1	Libra	Plus Size	Hookups
Transgender	Asexual	Metro	Lower-Middle	Associate’s	Poetry, Motorcycling, Coding	83	High	0.43	Optimistic	84	8	1	346	39	0.59	21	Evening	Mutual Match	18	192	73.4	Virgo	Curvy	Networking
Female	Demisexual	Small Town	Very Low	Master’s	K-pop, Coding, Binge-Watching	207	Extreme User	0.33	Balanced	111	19	5	67	0	0.4	15	After Midnight	Ghosted	31	195	87.5	Virgo	Athletic	Casual Dating
Genderfluid	Queer	Suburban	Low	Associate’s	Motorcycling, Photography, Tattoos	267	Extreme User	0.0	Choosy	165	14	0	260	52	0.19	22	Morning	Blocked	35	189	88.6	Capricorn	Slim	Networking
Non-binary	Pansexual	Rural	Low	PhD	Cars, Dancing, Languages	88	High	0.69	Optimistic	145	28	5	10	88	0.55	6	Late Night	Instant Match	31	171	63.5	Cancer	Muscular	Exploring
Transgender	Straight	Suburban	Upper-Middle	Bachelor’s	Art, Hiking, Yoga	230	Extreme User	0.45	Optimistic	132	6	3	354	16	0.27	21	Evening	Relationship Formed	54	185	86.9	Pisces	Plus Size	Casual Dating
Prefer Not to Say	Pansexual	Small Town	Lower-Middle	High School	MMA, Coding, Clubbing	28	Low	0.6	Optimistic	67	9	3	167	10	0.2	11	Morning	Date Happened	38	157	58.2	Gemini	Plus Size	Friends Only
Prefer Not to Say	Lesbian	Metro	High	No Formal Education	Crafting, Board Games, Music	276	Extreme User	0.56	Optimistic	197	25	6	66	31	0.21	21	Late Night	Ghosted	45	169	83.1	Leo	Muscular	Serious Relationship
Male	Straight	Urban	High	Diploma	Startups, Skating, Painting	4	Barely	0.37	Balanced	107	20	3	374	70	0.31	4	After Midnight	No Action	58	172	76.6	Leo	Muscular	Networking
Transgender	Asexual	Remote Area	Lower-Middle	Associate’s	Hiking, History, Yoga	76	High	0.34	Balanced	46	30	1	61	16	0.31	16	Late Night	One-sided Like	23	190	91.7	Aquarius	Muscular	Casual Dating
Transgender	Straight	Suburban	Very High	Master’s	Painting, Tech, Pets	76	High	0.66	Optimistic	58	5	3	73	28	0.18	9	Afternoon	Ghosted	51	198	77.6	Virgo	Curvy	Exploring
Non-binary	Gay	Metro	Very High	No Formal Education	Stand-up Comedy, Tech, Languages	268	Extreme User	0.25	Balanced	164	21	0	130	96	0.28	17	Late Night	Catfished	57	196	85.7	Cancer	Slim	Exploring
Non-binary	Lesbian	Remote Area	Low	Associate’s	MMA, Fashion, Traveling	90	High	0.42	Optimistic	128	30	5	154	54	0.34	12	Early Morning	Catfished	25	192	109.1	Scorpio	Muscular	Networking
Genderfluid	Queer	Urban	Very Low	Postdoc	Parenting, Movies, Investing	204	Extreme User	0.36	Balanced	50	4	0	122	82	0.2	7	Evening	Instant Match	41	192	80.0	Gemini	Athletic	Networking
Prefer Not to Say	Lesbian	Urban	Very High	Bachelor’s	Writing, K-pop, Memes	131	Addicted	0.66	Optimistic	114	4	1	244	3	0.32	22	Early Morning	No Action	28	158	71.9	Sagittarius	Athletic	Serious Relationship
Genderfluid	Queer	Rural	Very High	Bachelor’s	Anime, Pets, K-pop	175	Addicted	0.38	Balanced	157	21	6	231	25	0.68	1	Morning	Date Happened	33	153	69.1	Leo	Muscular	Exploring
Non-binary	Asexual	Remote Area	Very Low	Postdoc	Tech, Running, Art	113	High	0.53	Optimistic	37	23	0	384	6	0.23	12	After Midnight	Mutual Match	32	199	97.0	Scorpio	Athletic	Casual Dating
Prefer Not to Say	Bisexual	Urban	High	PhD	Gardening, Fitness, Board Games	195	Extreme User	0.33	Balanced	123	24	2	488	64	0.3	11	Late Night	Relationship Formed	35	194	73.8	Cancer	Athletic	Networking
Transgender	Queer	Urban	High	Master’s	Clubbing, Politics, Astrology	113	High	0.51	Optimistic	128	6	3	392	75	0.28	1	Morning	Blocked	47	153	45.2	Aries	Athletic	Serious Relationship
Genderfluid	Pansexual	Remote Area	Very Low	Master’s	Board Games, Startups, Tattoos	148	Addicted	0.66	Optimistic	173	26	3	194	97	0.32	3	Late Night	Ghosted	36	199	108.9	Capricorn	Athletic	Hookups

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