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
Non-binary	Demisexual	Urban	Middle	PhD	Fashion, Podcasts, Foodie	185	Extreme User	0.41	Optimistic	99	22	6	288	87	0.09	3	Late Night	Ghosted	34	172	58.9	Sagittarius	Average	Exploring
Female	Straight	Rural	Very High	High School	Tech, Cars, Binge-Watching	122	Addicted	0.67	Optimistic	186	26	4	478	94	0.27	21	Evening	No Action	52	162	58.0	Leo	Plus Size	Friends Only
Prefer Not to Say	Lesbian	Rural	Very Low	No Formal Education	Gardening, Writing, Movies	217	Extreme User	0.42	Optimistic	119	23	2	450	92	0.3	16	Evening	Date Happened	51	157	63.1	Scorpio	Plus Size	Networking
Female	Asexual	Small Town	Very Low	Postdoc	Traveling, Tattoos, Photography	250	Extreme User	0.36	Balanced	186	15	2	260	57	0.08	9	Evening	Date Happened	39	171	57.3	Aries	Muscular	Friends Only
Genderfluid	Bisexual	Rural	Very High	Master’s	Social Activism, Languages, Memes	110	High	0.56	Optimistic	137	7	2	197	77	0.07	18	Late Night	Date Happened	28	182	68.6	Leo	Curvy	Casual Dating
Male	Lesbian	Rural	Low	No Formal Education	Reading, History, Fashion	31	Moderate	0.9	Swipe Maniac	178	12	2	218	81	0.17	18	Early Morning	Ghosted	55	155	45.2	Capricorn	Muscular	Exploring
Transgender	Queer	Urban	Upper-Middle	High School	Makeup, Poetry, Meditation	294	Extreme User	0.48	Optimistic	48	6	2	122	86	0.49	1	Morning	One-sided Like	49	190	89.9	Scorpio	Average	Networking
Female	Queer	Small Town	Low	No Formal Education	Foodie, Social Activism, Binge-Watching	271	Extreme User	0.36	Balanced	33	16	6	377	92	0.05	15	Afternoon	Blocked	34	183	69.3	Pisces	Muscular	Casual Dating
Female	Asexual	Rural	Low	MBA	Motorcycling, Anime, Gaming	69	High	0.34	Balanced	153	21	2	397	70	0.6	15	Afternoon	Date Happened	34	185	82.8	Sagittarius	Curvy	Friends Only
Genderfluid	Gay	Urban	Low	Postdoc	Anime, Binge-Watching, Meditation	100	High	0.57	Optimistic	74	23	2	62	57	0.21	7	Late Night	Ghosted	35	182	68.2	Aquarius	Curvy	Serious Relationship
Female	Lesbian	Small Town	Low	High School	Running, Social Activism, Clubbing	261	Extreme User	0.75	Swipe Maniac	110	10	0	406	31	0.21	18	After Midnight	No Action	22	157	61.6	Taurus	Slim	Friends Only
Prefer Not to Say	Queer	Rural	Very High	No Formal Education	Foodie, Skating, Motorcycling	253	Extreme User	0.31	Balanced	185	15	6	432	72	0.24	2	Evening	No Action	30	173	59.0	Capricorn	Slim	Serious Relationship
Female	Gay	Suburban	High	Bachelor’s	Tech, Memes, Social Activism	163	Addicted	0.54	Optimistic	52	11	1	257	89	0.46	2	Early Morning	Instant Match	58	147	60.7	Virgo	Slim	Serious Relationship
Transgender	Asexual	Urban	Very High	Diploma	Clubbing, Anime, Gaming	139	Addicted	0.48	Optimistic	131	1	5	403	24	0.45	12	Late Night	Instant Match	34	163	52.6	Libra	Average	Networking
Transgender	Asexual	Metro	Low	Bachelor’s	Fashion, Makeup, Movies	208	Extreme User	0.4	Optimistic	137	12	6	404	58	0.27	0	Late Night	Relationship Formed	33	187	97.2	Scorpio	Muscular	Hookups
Non-binary	Asexual	Urban	Middle	Bachelor’s	Politics, Meditation, Social Activism	139	Addicted	0.2	Balanced	68	25	0	30	100	0.02	22	Early Morning	Mutual Match	39	153	55.0	Pisces	Average	Exploring
Non-binary	Lesbian	Metro	Very High	PhD	Spirituality, History, Fashion	178	Addicted	0.54	Optimistic	71	26	4	76	14	0.22	0	Early Morning	Relationship Formed	51	162	55.9	Aries	Athletic	Casual Dating
Male	Demisexual	Small Town	Upper-Middle	High School	Tech, Yoga, Crafting	300	Extreme User	0.77	Swipe Maniac	62	11	3	497	41	0.16	6	Late Night	No Action	50	179	77.2	Leo	Plus Size	Networking
Genderfluid	Gay	Urban	Very Low	Master’s	Parenting, Gardening, Dancing	96	High	0.67	Optimistic	76	14	2	202	6	0.17	20	Early Morning	Chat Ignored	46	199	86.3	Leo	Athletic	Casual Dating
Non-binary	Lesbian	Metro	Low	Bachelor’s	Astrology, Foodie, Coding	213	Extreme User	0.8	Swipe Maniac	41	0	1	492	15	0.12	7	Afternoon	No Action	53	173	75.7	Aries	Curvy	Friends Only
Transgender	Lesbian	Suburban	High	Associate’s	Makeup, Coding, Hiking	250	Extreme User	0.41	Optimistic	21	14	1	341	37	0.16	7	Afternoon	Chat Ignored	37	185	95.8	Libra	Slim	Exploring
Transgender	Straight	Small Town	Lower-Middle	Bachelor’s	Skating, MMA, Gaming	25	Low	0.43	Optimistic	106	1	6	405	31	0.27	18	Late Night	One-sided Like	19	199	106.5	Cancer	Muscular	Serious Relationship
Male	Queer	Small Town	Very High	Master’s	Movies, Binge-Watching, Fashion	172	Addicted	0.58	Optimistic	34	2	2	323	97	0.54	23	Early Morning	Ghosted	45	197	70.6	Taurus	Curvy	Hookups
Male	Lesbian	Suburban	Lower-Middle	High School	Gardening, Astrology, Binge-Watching	34	Moderate	0.36	Balanced	98	16	0	463	77	0.21	10	Evening	No Action	26	157	70.2	Capricorn	Athletic	Casual Dating
Prefer Not to Say	Gay	Small Town	High	Master’s	Art, Photography, Fashion	111	High	0.43	Optimistic	172	6	3	200	46	0.21	23	Early Morning	Ghosted	54	195	112.9	Gemini	Athletic	Casual Dating
Genderfluid	Asexual	Small Town	Very High	High School	Astrology, Board Games, Motorcycling	163	Addicted	0.54	Optimistic	141	3	3	331	78	0.55	3	After Midnight	Instant Match	37	188	72.5	Aries	Plus Size	Friends Only
Prefer Not to Say	Queer	Small Town	Low	No Formal Education	Parenting, Astrology, Pets	155	Addicted	0.48	Optimistic	151	5	1	43	74	0.27	3	After Midnight	One-sided Like	53	166	53.7	Taurus	Plus Size	Networking
Prefer Not to Say	Pansexual	Suburban	Upper-Middle	Bachelor’s	Investing, Photography, Coding	56	Moderate	0.35	Balanced	72	0	6	43	27	0.31	16	Afternoon	Chat Ignored	37	189	68.2	Scorpio	Average	Networking
Genderfluid	Bisexual	Small Town	Very Low	Bachelor’s	Anime, Poetry, Foodie	78	High	0.6	Optimistic	1	0	6	83	90	0.17	0	Early Morning	Date Happened	18	192	107.3	Cancer	Athletic	Networking
Non-binary	Straight	Suburban	Very Low	Postdoc	Social Activism, Memes, Motorcycling	157	Addicted	0.67	Optimistic	111	19	4	262	66	0.02	12	Evening	Instant Match	53	194	96.3	Sagittarius	Curvy	Exploring
Genderfluid	Pansexual	Small Town	Very Low	Postdoc	Yoga, Clubbing, Pets	63	High	0.42	Optimistic	63	21	3	234	85	0.32	10	Late Night	One-sided Like	18	195	91.6	Libra	Plus Size	Casual Dating
Transgender	Pansexual	Rural	High	High School	Foodie, Fashion, Yoga	58	Moderate	0.09	Choosy	143	20	0	456	12	0.11	3	Morning	Mutual Match	32	146	52.9	Aries	Slim	Serious Relationship
Genderfluid	Asexual	Suburban	Low	High School	Writing, Binge-Watching, Painting	87	High	0.46	Optimistic	60	9	1	278	32	0.28	22	Early Morning	Ghosted	52	156	70.1	Libra	Average	Hookups
Female	Pansexual	Metro	Low	MBA	Skating, Reading, Podcasts	124	Addicted	0.4	Optimistic	199	5	0	71	40	0.3	7	Afternoon	Ghosted	30	156	62.8	Gemini	Muscular	Casual Dating
Female	Demisexual	Metro	Very High	No Formal Education	Running, Skating, DIY	15	Low	0.45	Optimistic	79	24	1	316	93	0.25	6	After Midnight	Catfished	44	171	70.8	Gemini	Athletic	Friends Only
Genderfluid	Queer	Remote Area	High	MBA	Parenting, Binge-Watching, Skating	154	Addicted	0.42	Optimistic	13	8	5	448	63	0.41	15	Morning	One-sided Like	39	192	106.2	Virgo	Athletic	Exploring
Male	Queer	Remote Area	Lower-Middle	Diploma	Coding, Motorcycling, Gaming	10	Very Low	0.23	Balanced	61	26	1	357	4	0.23	11	Early Morning	Mutual Match	36	191	100.3	Capricorn	Slim	Serious Relationship
Prefer Not to Say	Queer	Suburban	Lower-Middle	PhD	Traveling, Writing, Art	93	High	0.61	Optimistic	110	11	2	453	8	0.28	13	After Midnight	Relationship Formed	45	170	74.3	Virgo	Average	Serious Relationship
Genderfluid	Bisexual	Small Town	Low	PhD	Board Games, Crafting, Tattoos	119	High	0.51	Optimistic	148	17	2	358	23	0.26	7	Late Night	One-sided Like	47	163	73.1	Sagittarius	Muscular	Exploring
Genderfluid	Lesbian	Small Town	Upper-Middle	Associate’s	DIY, Social Activism, Fashion	85	High	0.16	Choosy	198	26	3	281	83	0.22	13	Late Night	Mutual Match	33	189	72.9	Taurus	Athletic	Exploring
Transgender	Straight	Rural	Low	Associate’s	Writing, Clubbing, Social Activism	118	High	0.95	Swipe Maniac	20	16	4	308	47	0.57	18	Morning	One-sided Like	28	191	101.8	Sagittarius	Slim	Serious Relationship
Male	Demisexual	Remote Area	Upper-Middle	Diploma	MMA, Reading, Social Activism	97	High	0.13	Choosy	81	7	2	362	59	0.31	23	Early Morning	Instant Match	35	162	65.1	Scorpio	Average	Casual Dating
Male	Queer	Remote Area	Very Low	PhD	Skating, Cars, Hiking	285	Extreme User	0.53	Optimistic	141	29	6	462	38	0.16	18	Afternoon	Catfished	50	158	70.1	Aries	Muscular	Serious Relationship
Genderfluid	Demisexual	Suburban	Very High	Master’s	Clubbing, DIY, Investing	213	Extreme User	0.17	Choosy	180	30	3	64	98	0.1	2	Morning	Relationship Formed	52	188	70.0	Virgo	Average	Hookups
Male	Asexual	Small Town	Lower-Middle	High School	History, Spirituality, Languages	143	Addicted	0.15	Choosy	189	11	2	383	21	0.32	5	Afternoon	Catfished	57	172	53.8	Leo	Athletic	Hookups
Non-binary	Asexual	Urban	Low	Associate’s	Parenting, Dancing, Sneaker Culture	167	Addicted	0.72	Swipe Maniac	156	2	2	150	12	0.31	18	Evening	Blocked	49	169	76.0	Cancer	Plus Size	Friends Only
Prefer Not to Say	Asexual	Urban	High	High School	Music, Startups, Poetry	254	Extreme User	0.54	Optimistic	79	10	0	344	29	0.21	13	Morning	Chat Ignored	58	180	78.1	Leo	Curvy	Hookups
Non-binary	Straight	Rural	High	No Formal Education	Spirituality, Cooking, Gardening	121	Addicted	0.56	Optimistic	127	28	1	72	30	0.39	8	Morning	Chat Ignored	26	149	62.8	Aquarius	Average	Casual Dating
Prefer Not to Say	Queer	Small Town	Very High	PhD	Dancing, Parenting, Fashion	88	High	0.47	Optimistic	55	20	6	279	14	0.29	4	Late Night	One-sided Like	29	177	78.6	Libra	Slim	Exploring
Transgender	Gay	Small Town	Very High	Associate’s	Writing, Memes, MMA	226	Extreme User	0.49	Optimistic	189	21	6	383	40	0.01	4	Early Morning	One-sided Like	45	155	66.8	Leo	Plus Size	Casual Dating
Female	Queer	Remote Area	Lower-Middle	MBA	Fitness, Crafting, Gardening	111	High	0.58	Optimistic	18	2	2	310	26	0.14	7	Early Morning	Mutual Match	42	180	90.4	Cancer	Plus Size	Hookups
Genderfluid	Demisexual	Suburban	Low	No Formal Education	Board Games, Tattoos, Astrology	297	Extreme User	0.56	Optimistic	66	21	6	13	3	0.56	7	Late Night	One-sided Like	44	148	39.6	Pisces	Muscular	Hookups
Genderfluid	Straight	Suburban	High	MBA	Memes, Languages, Cars	47	Moderate	0.3	Balanced	173	1	0	66	8	0.53	16	Morning	No Action	51	199	74.4	Gemini	Slim	Hookups
Male	Pansexual	Urban	Upper-Middle	High School	Running, Dancing, Traveling	265	Extreme User	0.53	Optimistic	67	13	0	217	81	0.55	17	Evening	Relationship Formed	40	187	98.3	Libra	Average	Friends Only
Transgender	Bisexual	Suburban	Very High	High School	Coding, Makeup, Startups	293	Extreme User	0.31	Balanced	122	27	6	5	26	0.4	21	Morning	Mutual Match	51	171	67.8	Gemini	Slim	Exploring
Non-binary	Bisexual	Remote Area	Lower-Middle	PhD	Spirituality, Tech, Tattoos	104	High	0.27	Balanced	78	9	1	53	5	0.22	13	Afternoon	One-sided Like	48	197	79.9	Sagittarius	Slim	Serious Relationship
Male	Straight	Rural	Very High	MBA	Hiking, Cooking, Podcasts	149	Addicted	0.46	Optimistic	28	6	0	120	43	0.26	11	Afternoon	Date Happened	36	177	57.0	Libra	Average	Exploring
Genderfluid	Pansexual	Suburban	Very Low	PhD	Crafting, Yoga, MMA	65	High	0.84	Swipe Maniac	173	7	4	491	45	0.23	13	After Midnight	Date Happened	58	199	111.3	Aquarius	Average	Friends Only
Female	Gay	Metro	Middle	High School	Parenting, Stand-up Comedy, Crafting	286	Extreme User	0.52	Optimistic	149	17	3	366	70	0.48	14	Evening	Chat Ignored	52	197	99.7	Pisces	Plus Size	Friends Only
Transgender	Queer	Rural	Very High	High School	Tech, Investing, Skating	237	Extreme User	0.19	Choosy	168	2	1	404	27	0.24	19	Late Night	One-sided Like	47	159	45.8	Aries	Athletic	Hookups
Genderfluid	Bisexual	Small Town	Middle	Diploma	Dancing, Art, Investing	243	Extreme User	0.53	Optimistic	57	1	2	184	14	0.15	18	Afternoon	Instant Match	39	150	45.2	Aries	Muscular	Serious Relationship
Non-binary	Demisexual	Small Town	Very High	High School	Social Activism, Sneaker Culture, Clubbing	114	High	0.68	Optimistic	71	3	4	284	87	0.15	0	Evening	Catfished	31	165	66.4	Cancer	Curvy	Serious Relationship
Prefer Not to Say	Demisexual	Rural	High	No Formal Education	Fitness, Podcasts, Movies	178	Addicted	0.3	Balanced	124	25	2	261	42	0.21	19	Morning	Catfished	47	171	70.2	Sagittarius	Muscular	Casual Dating
Male	Asexual	Suburban	High	MBA	Tattoos, Traveling, Dancing	185	Extreme User	0.64	Optimistic	71	26	2	307	24	0.32	7	Late Night	Ghosted	42	159	59.9	Aquarius	Athletic	Friends Only
Transgender	Gay	Remote Area	Upper-Middle	Master’s	Spirituality, Music, Poetry	116	High	0.86	Swipe Maniac	132	10	6	215	58	0.07	0	Morning	Mutual Match	18	156	65.5	Taurus	Plus Size	Friends Only
Prefer Not to Say	Queer	Remote Area	Very Low	Master’s	Fashion, Clubbing, Languages	142	Addicted	0.21	Balanced	47	1	5	458	44	0.18	11	After Midnight	Instant Match	46	180	83.3	Libra	Athletic	Serious Relationship
Prefer Not to Say	Asexual	Suburban	High	Master’s	Art, Coding, Crafting	18	Low	0.64	Optimistic	115	24	4	362	75	0.38	21	Evening	Date Happened	55	163	76.5	Gemini	Average	Hookups
Transgender	Lesbian	Remote Area	High	Diploma	Movies, Crafting, Dancing	19	Low	0.38	Balanced	116	24	1	347	85	0.57	0	Afternoon	Mutual Match	59	181	73.7	Pisces	Athletic	Friends Only
Genderfluid	Pansexual	Metro	Very High	High School	Photography, Pets, Coding	206	Extreme User	0.46	Optimistic	27	22	3	187	85	0.2	15	Late Night	Mutual Match	50	189	105.7	Libra	Curvy	Hookups
Non-binary	Gay	Urban	High	Bachelor’s	Languages, Board Games, Poetry	247	Extreme User	0.65	Optimistic	20	16	3	131	34	0.29	4	Evening	Ghosted	20	197	78.0	Pisces	Curvy	Friends Only
Non-binary	Pansexual	Metro	Very Low	Bachelor’s	Makeup, Languages, Poetry	240	Extreme User	0.06	Choosy	21	3	6	8	15	0.3	16	Evening	Date Happened	58	171	86.8	Aquarius	Slim	Exploring
Male	Bisexual	Suburban	Low	Master’s	Clubbing, Gaming, Motorcycling	146	Addicted	0.67	Optimistic	168	9	1	402	96	0.6	0	Evening	Blocked	22	167	70.0	Aquarius	Muscular	Serious Relationship
Female	Pansexual	Metro	High	MBA	Stand-up Comedy, Makeup, History	247	Extreme User	0.29	Balanced	168	28	2	307	86	0.29	1	Morning	Mutual Match	50	194	93.7	Scorpio	Plus Size	Networking
Non-binary	Bisexual	Small Town	Very Low	PhD	Running, History, Startups	256	Extreme User	0.62	Optimistic	151	18	1	133	51	0.35	18	Morning	No Action	50	163	64.6	Libra	Muscular	Casual Dating
Transgender	Straight	Rural	Very High	Postdoc	Photography, Movies, MMA	98	High	0.23	Balanced	15	2	4	218	98	0.16	9	Morning	Ghosted	18	172	84.6	Aries	Plus Size	Casual Dating
Female	Gay	Rural	Lower-Middle	MBA	Cars, Movies, Investing	63	High	0.5	Optimistic	42	14	2	304	10	0.07	15	Early Morning	Mutual Match	21	159	64.5	Aries	Average	Friends Only
Female	Pansexual	Suburban	Very High	PhD	Art, Fashion, Tattoos	79	High	0.8	Swipe Maniac	90	28	3	412	87	0.44	15	Afternoon	Mutual Match	58	178	87.8	Gemini	Muscular	Networking
Prefer Not to Say	Asexual	Suburban	Middle	Diploma	Foodie, Reading, Social Activism	79	High	0.47	Optimistic	52	3	0	420	43	0.39	8	Early Morning	One-sided Like	51	152	68.2	Aquarius	Athletic	Hookups
Male	Straight	Remote Area	Low	No Formal Education	DIY, Hiking, Gardening	52	Moderate	0.53	Optimistic	63	23	3	332	74	0.11	6	Early Morning	Mutual Match	23	175	61.6	Libra	Athletic	Exploring
Non-binary	Lesbian	Suburban	Very Low	Bachelor’s	Spirituality, Anime, Social Activism	217	Extreme User	0.51	Optimistic	200	29	3	334	31	0.3	23	Afternoon	Blocked	20	149	52.0	Leo	Muscular	Casual Dating
Genderfluid	Pansexual	Remote Area	Low	Master’s	Board Games, Photography, Poetry	55	Moderate	0.33	Balanced	175	10	5	391	79	0.13	18	After Midnight	Catfished	58	161	51.6	Scorpio	Slim	Networking
Non-binary	Pansexual	Remote Area	Low	MBA	Motorcycling, Reading, Painting	140	Addicted	0.26	Balanced	84	10	1	224	97	0.33	10	Late Night	Ghosted	22	197	86.9	Scorpio	Slim	Serious Relationship
Transgender	Lesbian	Remote Area	High	Master’s	Gaming, Painting, Movies	138	Addicted	0.77	Swipe Maniac	156	18	6	436	84	0.23	9	Early Morning	Ghosted	49	172	84.6	Sagittarius	Plus Size	Exploring
Female	Lesbian	Suburban	Lower-Middle	Postdoc	Cars, Meditation, Politics	178	Addicted	0.47	Optimistic	130	1	5	105	85	0.21	23	After Midnight	Instant Match	31	149	65.7	Virgo	Plus Size	Exploring
Prefer Not to Say	Lesbian	Small Town	Upper-Middle	No Formal Education	Astrology, Music, Gardening	161	Addicted	0.73	Swipe Maniac	11	7	5	340	65	0.08	2	Late Night	Date Happened	34	182	80.2	Taurus	Athletic	Networking
Female	Asexual	Rural	Very High	Bachelor’s	Traveling, Writing, Pets	143	Addicted	0.79	Swipe Maniac	180	22	3	252	62	0.24	15	Afternoon	No Action	30	179	71.5	Aries	Average	Networking
Non-binary	Demisexual	Rural	Very High	Associate’s	Dancing, Memes, Board Games	144	Addicted	0.26	Balanced	13	0	3	4	49	0.37	18	Late Night	Relationship Formed	50	198	103.1	Capricorn	Plus Size	Friends Only
Female	Demisexual	Rural	Upper-Middle	MBA	Traveling, Sneaker Culture, K-pop	234	Extreme User	0.86	Swipe Maniac	93	25	2	410	26	0.56	15	Evening	Catfished	40	163	79.2	Sagittarius	Curvy	Serious Relationship
Female	Asexual	Remote Area	Very High	Bachelor’s	Social Activism, DIY, Music	298	Extreme User	0.7	Swipe Maniac	25	4	0	11	32	0.18	0	Evening	Ghosted	27	145	57.8	Taurus	Athletic	Friends Only
Non-binary	Pansexual	Rural	High	Associate’s	Startups, Board Games, Dancing	47	Moderate	0.29	Balanced	193	13	0	293	78	0.32	7	Morning	No Action	41	153	48.2	Sagittarius	Curvy	Casual Dating
Transgender	Straight	Metro	Upper-Middle	Diploma	Binge-Watching, Traveling, Cars	53	Moderate	0.21	Balanced	180	15	2	103	15	0.22	21	Evening	Mutual Match	50	190	107.6	Virgo	Muscular	Casual Dating
Female	Lesbian	Rural	Very Low	Associate’s	Sneaker Culture, MMA, Motorcycling	299	Extreme User	0.56	Optimistic	76	7	5	324	76	0.28	16	Late Night	No Action	21	171	78.7	Virgo	Muscular	Hookups
Non-binary	Lesbian	Metro	Upper-Middle	Master’s	Yoga, MMA, Fitness	218	Extreme User	0.45	Optimistic	23	15	4	466	33	0.39	18	Evening	No Action	25	191	73.0	Pisces	Average	Friends Only
Non-binary	Pansexual	Small Town	High	Master’s	Parenting, History, Writing	233	Extreme User	0.66	Optimistic	187	16	0	88	57	0.45	23	Morning	One-sided Like	49	184	95.1	Virgo	Average	Networking
Transgender	Pansexual	Remote Area	High	Diploma	Running, Tattoos, Movies	270	Extreme User	0.24	Balanced	58	4	6	74	87	0.32	8	Early Morning	Ghosted	19	194	82.8	Taurus	Plus Size	Exploring
Female	Bisexual	Metro	Very High	Diploma	Skating, DIY, Movies	236	Extreme User	0.26	Balanced	104	29	6	138	90	0.27	0	After Midnight	No Action	57	150	58.3	Taurus	Average	Friends Only
Male	Pansexual	Remote Area	Middle	Master’s	K-pop, Cars, Movies	41	Moderate	0.45	Optimistic	41	17	3	118	64	0.43	2	Early Morning	Mutual Match	53	154	45.3	Capricorn	Muscular	Serious Relationship
Non-binary	Straight	Suburban	High	Diploma	Painting, Parenting, Startups	82	High	0.65	Optimistic	9	7	6	332	37	0.3	21	After Midnight	Instant Match	18	190	95.7	Scorpio	Average	Networking
Genderfluid	Asexual	Suburban	Very High	Postdoc	Parenting, Traveling, Running	215	Extreme User	0.5	Optimistic	125	15	6	139	23	0.38	6	Late Night	Blocked	28	174	56.9	Pisces	Slim	Casual Dating
Non-binary	Pansexual	Suburban	Very High	Associate’s	Podcasts, Clubbing, Fashion	68	High	0.27	Balanced	183	14	4	493	27	0.33	19	Evening	Catfished	53	200	102.4	Libra	Slim	Exploring

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