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
Transgender	Demisexual	Metro	Lower-Middle	No Formal Education	Board Games, Tech, Pets	180	Extreme User	0.2	Balanced	108	21	3	97	49	0.09	7	Afternoon	Relationship Formed	50	157	53.2	Sagittarius	Curvy	Friends Only
Transgender	Queer	Suburban	Very Low	Postdoc	Gardening, Makeup, Music	271	Extreme User	0.27	Balanced	57	1	6	386	79	0.35	6	Late Night	Ghosted	29	188	76.7	Aquarius	Average	Hookups
Male	Asexual	Suburban	Lower-Middle	PhD	Yoga, Traveling, Reading	279	Extreme User	0.56	Optimistic	90	12	6	421	23	0.1	15	Morning	No Action	29	150	58.9	Cancer	Average	Serious Relationship
Genderfluid	Demisexual	Suburban	Low	MBA	Sneaker Culture, DIY, Hiking	274	Extreme User	0.57	Optimistic	143	25	1	465	17	0.08	17	Early Morning	No Action	37	192	100.3	Capricorn	Plus Size	Hookups
Prefer Not to Say	Demisexual	Remote Area	Lower-Middle	PhD	Makeup, Binge-Watching, Cars	171	Addicted	0.49	Optimistic	152	23	0	8	31	0.54	15	Late Night	Date Happened	49	177	83.6	Leo	Muscular	Casual Dating
Male	Queer	Remote Area	Lower-Middle	High School	Meditation, Podcasts, Photography	62	High	0.49	Optimistic	61	13	6	337	76	0.23	12	After Midnight	Mutual Match	18	181	88.1	Scorpio	Slim	Hookups
Non-binary	Queer	Remote Area	Low	Bachelor’s	Meditation, DIY, Makeup	246	Extreme User	0.77	Swipe Maniac	79	23	1	444	16	0.66	20	Late Night	No Action	28	188	92.6	Scorpio	Average	Serious Relationship
Genderfluid	Lesbian	Remote Area	Middle	Diploma	Clubbing, Art, Painting	278	Extreme User	0.4	Optimistic	139	27	2	454	77	0.27	1	Morning	One-sided Like	22	191	68.6	Taurus	Average	Hookups
Genderfluid	Gay	Suburban	Upper-Middle	No Formal Education	Board Games, Writing, Politics	166	Addicted	0.85	Swipe Maniac	12	10	1	26	52	0.13	3	After Midnight	Mutual Match	38	195	96.2	Cancer	Plus Size	Casual Dating
Transgender	Gay	Urban	Middle	PhD	Social Activism, Painting, Cooking	177	Addicted	0.56	Optimistic	23	10	1	192	60	0.06	17	Early Morning	No Action	18	191	69.7	Capricorn	Average	Friends Only
Non-binary	Lesbian	Remote Area	Lower-Middle	Postdoc	Parenting, Makeup, Board Games	208	Extreme User	0.61	Optimistic	86	5	1	41	19	0.32	4	Early Morning	Relationship Formed	33	152	56.8	Pisces	Muscular	Serious Relationship
Genderfluid	Gay	Rural	Middle	Associate’s	Politics, Pets, Social Activism	14	Very Low	0.16	Choosy	35	11	0	278	80	0.27	9	Morning	Catfished	55	182	78.8	Scorpio	Average	Casual Dating
Genderfluid	Asexual	Suburban	High	MBA	Binge-Watching, Board Games, Poetry	105	High	0.41	Optimistic	173	23	1	24	12	0.27	11	Afternoon	Catfished	33	173	73.0	Aries	Plus Size	Serious Relationship
Genderfluid	Gay	Remote Area	Low	Postdoc	Reading, Tattoos, Pets	239	Extreme User	0.73	Swipe Maniac	92	23	6	334	67	0.22	11	Morning	Date Happened	48	151	62.0	Aries	Slim	Hookups
Genderfluid	Demisexual	Suburban	Very High	Diploma	Social Activism, Investing, Hiking	238	Extreme User	0.55	Optimistic	190	9	3	201	25	0.17	0	Late Night	Instant Match	44	165	63.2	Aquarius	Average	Serious Relationship
Non-binary	Straight	Suburban	Lower-Middle	High School	Writing, Motorcycling, Startups	71	High	0.5	Optimistic	140	2	6	22	99	0.42	19	After Midnight	Instant Match	18	146	50.7	Cancer	Slim	Networking
Transgender	Bisexual	Metro	Lower-Middle	Master’s	Pets, Board Games, Traveling	228	Extreme User	0.68	Optimistic	74	21	6	193	51	0.31	3	Early Morning	Relationship Formed	33	194	87.7	Scorpio	Curvy	Friends Only
Prefer Not to Say	Queer	Urban	Upper-Middle	Bachelor’s	Gaming, Languages, Yoga	1	Barely	0.49	Optimistic	124	28	5	74	47	0.08	5	Afternoon	Chat Ignored	50	198	87.0	Pisces	Athletic	Casual Dating
Transgender	Gay	Urban	High	Associate’s	Investing, Spirituality, Gardening	24	Low	0.57	Optimistic	150	25	5	40	88	0.33	10	Morning	Date Happened	34	164	79.9	Aquarius	Athletic	Casual Dating
Female	Queer	Metro	High	No Formal Education	Pets, Board Games, MMA	300	Extreme User	0.52	Optimistic	59	11	4	336	100	0.46	5	Late Night	Chat Ignored	27	156	64.2	Aquarius	Curvy	Serious Relationship
Non-binary	Pansexual	Suburban	Middle	No Formal Education	Crafting, Tech, Cars	107	High	0.55	Optimistic	55	24	1	405	99	0.1	5	Afternoon	Catfished	48	169	77.4	Aquarius	Plus Size	Serious Relationship
Non-binary	Lesbian	Small Town	Middle	Associate’s	Cars, Yoga, Parenting	186	Extreme User	0.73	Swipe Maniac	0	0	6	467	56	0.38	16	Afternoon	One-sided Like	52	177	71.1	Taurus	Plus Size	Serious Relationship
Female	Demisexual	Rural	Very Low	High School	Yoga, Spirituality, DIY	284	Extreme User	0.32	Balanced	58	2	4	214	17	0.42	16	Evening	No Action	21	158	46.4	Virgo	Average	Hookups
Genderfluid	Straight	Small Town	Very Low	Postdoc	Movies, Cooking, Crafting	161	Addicted	1.0	Swipe Maniac	38	21	3	366	84	0.13	9	Morning	No Action	56	191	96.3	Libra	Athletic	Serious Relationship
Female	Demisexual	Rural	Very Low	High School	Cooking, Yoga, Music	137	Addicted	0.64	Optimistic	165	4	2	8	68	0.13	15	Morning	Instant Match	19	177	79.3	Taurus	Average	Hookups
Prefer Not to Say	Lesbian	Remote Area	Upper-Middle	Diploma	Fashion, Yoga, Traveling	134	Addicted	0.42	Optimistic	177	18	2	425	97	0.22	8	Afternoon	Date Happened	20	178	74.1	Leo	Muscular	Hookups
Non-binary	Asexual	Small Town	Very Low	Postdoc	Painting, Foodie, Fitness	155	Addicted	0.2	Balanced	58	12	2	358	40	0.25	16	Late Night	One-sided Like	22	198	92.9	Taurus	Muscular	Serious Relationship
Male	Queer	Urban	High	No Formal Education	Anime, Gaming, Crafting	34	Moderate	0.29	Balanced	160	22	0	352	5	0.25	8	Evening	Relationship Formed	29	146	38.6	Pisces	Muscular	Friends Only
Prefer Not to Say	Gay	Metro	Very Low	MBA	Coding, Social Activism, Art	81	High	0.96	Swipe Maniac	175	26	1	333	17	0.29	0	Evening	Date Happened	33	185	77.3	Cancer	Slim	Serious Relationship
Transgender	Straight	Suburban	Lower-Middle	High School	Parenting, Astrology, Startups	188	Extreme User	0.01	Choosy	81	6	5	73	48	0.3	12	After Midnight	One-sided Like	28	181	70.1	Pisces	Average	Networking
Genderfluid	Lesbian	Remote Area	Middle	MBA	Traveling, Meditation, Memes	8	Very Low	0.67	Optimistic	38	7	2	79	35	0.52	13	Evening	Mutual Match	21	199	98.2	Aquarius	Muscular	Casual Dating
Female	Bisexual	Suburban	Middle	Associate’s	Memes, Gaming, Board Games	56	Moderate	0.7	Swipe Maniac	40	13	2	192	54	0.21	19	Evening	Catfished	48	154	44.8	Capricorn	Slim	Casual Dating
Female	Pansexual	Urban	Middle	MBA	Cars, Painting, Memes	93	High	0.33	Balanced	40	21	5	193	93	0.24	17	Late Night	Chat Ignored	32	160	71.2	Cancer	Muscular	Friends Only
Non-binary	Bisexual	Rural	Very High	Master’s	Tech, K-pop, Cars	253	Extreme User	0.61	Optimistic	173	28	3	166	87	0.31	20	After Midnight	No Action	53	192	67.5	Scorpio	Curvy	Casual Dating
Prefer Not to Say	Pansexual	Metro	Low	PhD	Yoga, Makeup, K-pop	147	Addicted	0.62	Optimistic	122	20	2	422	0	0.19	7	Afternoon	Chat Ignored	21	178	92.5	Sagittarius	Slim	Networking
Prefer Not to Say	Lesbian	Metro	High	Associate’s	Fitness, Sneaker Culture, Social Activism	128	Addicted	0.4	Optimistic	95	14	0	259	12	0.21	21	Evening	Blocked	34	161	76.2	Libra	Curvy	Networking
Non-binary	Demisexual	Remote Area	High	Postdoc	DIY, Fitness, Art	178	Addicted	0.38	Balanced	123	15	3	63	70	0.17	1	After Midnight	Date Happened	19	179	79.1	Sagittarius	Curvy	Friends Only
Transgender	Gay	Small Town	Middle	Master’s	Photography, Skating, Traveling	96	High	0.74	Swipe Maniac	152	17	0	183	50	0.27	23	Evening	Catfished	57	165	63.2	Leo	Curvy	Casual Dating
Female	Asexual	Small Town	Low	Associate’s	MMA, Cooking, K-pop	205	Extreme User	0.76	Swipe Maniac	165	17	3	83	90	0.25	5	Late Night	No Action	32	191	95.2	Libra	Plus Size	Exploring
Transgender	Lesbian	Rural	Lower-Middle	Diploma	K-pop, Hiking, Running	256	Extreme User	0.39	Balanced	106	29	3	425	49	0.21	16	Late Night	Date Happened	57	196	77.2	Sagittarius	Plus Size	Serious Relationship
Prefer Not to Say	Demisexual	Metro	High	Diploma	Painting, DIY, Fitness	117	High	0.99	Swipe Maniac	72	28	5	65	94	0.07	18	Evening	Instant Match	43	146	58.6	Leo	Average	Hookups
Transgender	Gay	Rural	Upper-Middle	Master’s	Stand-up Comedy, Gaming, Photography	34	Moderate	0.51	Optimistic	149	19	4	229	58	0.01	4	Late Night	Relationship Formed	27	154	47.4	Aries	Athletic	Networking
Prefer Not to Say	Pansexual	Small Town	Very Low	Diploma	DIY, Spirituality, Poetry	21	Low	0.84	Swipe Maniac	107	24	4	468	91	0.71	14	Late Night	No Action	48	150	65.9	Cancer	Athletic	Casual Dating
Male	Bisexual	Remote Area	Upper-Middle	Master’s	Reading, Motorcycling, Podcasts	20	Low	0.7	Swipe Maniac	144	18	3	165	74	0.34	11	Late Night	Mutual Match	38	181	88.8	Capricorn	Athletic	Exploring
Non-binary	Gay	Small Town	Lower-Middle	Diploma	Anime, MMA, Stand-up Comedy	142	Addicted	0.46	Optimistic	185	18	1	232	99	0.12	9	Early Morning	Catfished	52	181	71.7	Scorpio	Curvy	Networking
Genderfluid	Demisexual	Metro	Upper-Middle	Postdoc	Skating, Cooking, Movies	116	High	0.71	Swipe Maniac	154	16	2	321	56	0.42	1	Early Morning	Catfished	56	165	73.0	Leo	Curvy	Exploring
Prefer Not to Say	Demisexual	Suburban	High	Associate’s	Fitness, Yoga, Languages	260	Extreme User	0.47	Optimistic	10	4	2	486	39	0.17	23	Late Night	Chat Ignored	31	200	97.2	Aquarius	Muscular	Serious Relationship
Male	Gay	Urban	Very Low	High School	Astrology, Skating, Social Activism	208	Extreme User	0.62	Optimistic	61	5	3	383	31	0.25	0	Late Night	Catfished	59	172	77.5	Cancer	Curvy	Casual Dating
Prefer Not to Say	Asexual	Metro	High	Diploma	K-pop, Gardening, Cooking	29	Low	0.75	Swipe Maniac	67	11	6	397	57	0.33	21	After Midnight	Chat Ignored	31	183	77.7	Sagittarius	Athletic	Networking
Transgender	Asexual	Metro	High	Diploma	DIY, Foodie, Pets	278	Extreme User	0.46	Optimistic	194	28	5	317	9	0.35	18	After Midnight	Ghosted	29	177	82.1	Sagittarius	Curvy	Exploring
Prefer Not to Say	Bisexual	Urban	Very High	Diploma	Writing, Cars, History	154	Addicted	1.0	Swipe Maniac	54	18	2	98	64	0.26	21	Late Night	No Action	56	168	66.0	Capricorn	Slim	Friends Only
Non-binary	Asexual	Rural	Upper-Middle	No Formal Education	K-pop, Makeup, Pets	0	Barely	0.64	Optimistic	63	27	4	184	76	0.6	18	Evening	Date Happened	26	168	76.5	Capricorn	Muscular	Hookups
Male	Asexual	Metro	Lower-Middle	High School	Hiking, Sneaker Culture, Parenting	253	Extreme User	0.47	Optimistic	71	3	4	437	36	0.58	21	Late Night	Chat Ignored	46	195	78.7	Virgo	Slim	Casual Dating
Genderfluid	Lesbian	Small Town	Very Low	High School	Pets, Crafting, Memes	171	Addicted	0.49	Optimistic	98	15	4	69	43	0.1	15	Evening	Ghosted	54	181	87.5	Libra	Athletic	Friends Only
Non-binary	Lesbian	Suburban	Low	Master’s	Photography, Crafting, Languages	246	Extreme User	0.36	Balanced	86	0	1	263	33	0.08	15	After Midnight	No Action	26	191	98.1	Gemini	Average	Hookups
Female	Lesbian	Rural	Very High	Diploma	Fitness, Hiking, Reading	185	Extreme User	0.54	Optimistic	76	2	4	122	28	0.28	14	After Midnight	Instant Match	50	174	56.0	Libra	Slim	Serious Relationship
Prefer Not to Say	Queer	Rural	Upper-Middle	No Formal Education	Fashion, Anime, Languages	212	Extreme User	0.5	Optimistic	168	26	3	455	74	0.2	1	Evening	Chat Ignored	24	185	63.7	Gemini	Muscular	Exploring
Male	Queer	Small Town	High	Postdoc	Tech, Spirituality, Reading	138	Addicted	0.51	Optimistic	34	26	5	394	38	0.35	1	Afternoon	Mutual Match	20	177	89.3	Scorpio	Average	Friends Only
Non-binary	Bisexual	Metro	High	MBA	Hiking, Gaming, Fashion	169	Addicted	0.68	Optimistic	120	21	6	300	13	0.18	20	After Midnight	Ghosted	27	191	94.9	Gemini	Plus Size	Friends Only
Female	Gay	Small Town	High	MBA	Memes, Gardening, Coding	250	Extreme User	0.4	Optimistic	58	23	4	344	26	0.08	10	Afternoon	Mutual Match	57	200	78.8	Leo	Muscular	Exploring
Genderfluid	Pansexual	Small Town	Lower-Middle	No Formal Education	Clubbing, Fitness, Traveling	295	Extreme User	0.82	Swipe Maniac	157	27	4	175	65	0.18	15	After Midnight	Ghosted	44	157	60.6	Pisces	Athletic	Serious Relationship
Female	Pansexual	Small Town	Lower-Middle	High School	Skating, Podcasts, Poetry	218	Extreme User	0.8	Swipe Maniac	16	12	0	490	29	0.64	21	After Midnight	One-sided Like	50	159	46.0	Leo	Curvy	Exploring
Male	Demisexual	Suburban	Middle	High School	Pets, Traveling, Startups	183	Extreme User	0.28	Balanced	16	0	5	66	11	0.37	10	Morning	Blocked	35	179	63.1	Virgo	Athletic	Casual Dating
Female	Straight	Urban	High	Diploma	Motorcycling, Startups, Fashion	171	Addicted	0.85	Swipe Maniac	93	21	3	243	23	0.47	11	Evening	Blocked	28	199	93.5	Libra	Average	Hookups
Female	Pansexual	Suburban	Low	Diploma	Startups, Investing, Painting	233	Extreme User	0.71	Swipe Maniac	81	16	4	83	69	0.22	10	Evening	No Action	48	181	61.6	Scorpio	Athletic	Friends Only
Non-binary	Gay	Suburban	Upper-Middle	Master’s	Clubbing, Fitness, Board Games	27	Low	0.21	Balanced	90	18	0	19	9	0.3	16	Late Night	No Action	40	166	51.0	Sagittarius	Muscular	Casual Dating
Male	Gay	Rural	Very Low	Master’s	Crafting, Writing, Board Games	119	High	0.39	Balanced	107	27	2	194	36	0.43	23	Early Morning	No Action	21	167	57.5	Gemini	Plus Size	Hookups
Non-binary	Pansexual	Remote Area	High	High School	Startups, Pets, Gardening	174	Addicted	0.41	Optimistic	145	2	1	367	6	0.2	13	Afternoon	Chat Ignored	22	153	49.4	Aquarius	Curvy	Casual Dating
Genderfluid	Lesbian	Small Town	Middle	Diploma	Podcasts, Cars, Investing	159	Addicted	0.33	Balanced	162	27	2	327	31	0.34	22	Morning	Catfished	38	152	59.6	Leo	Slim	Friends Only
Transgender	Queer	Metro	Middle	No Formal Education	Meditation, Investing, Yoga	129	Addicted	0.64	Optimistic	59	0	2	88	95	0.32	0	Afternoon	No Action	31	193	67.0	Libra	Muscular	Serious Relationship
Genderfluid	Demisexual	Rural	Upper-Middle	Bachelor’s	Anime, Reading, Dancing	78	High	0.09	Choosy	20	0	4	49	82	0.14	13	Evening	Chat Ignored	24	191	93.4	Taurus	Plus Size	Friends Only
Female	Pansexual	Urban	Lower-Middle	No Formal Education	Investing, History, Painting	281	Extreme User	0.0	Choosy	4	1	5	409	35	0.27	20	Afternoon	Chat Ignored	38	184	93.1	Sagittarius	Average	Casual Dating
Genderfluid	Pansexual	Remote Area	Middle	No Formal Education	Astrology, Motorcycling, Cars	142	Addicted	0.55	Optimistic	40	26	5	453	49	0.29	14	Late Night	Instant Match	59	197	94.7	Pisces	Athletic	Friends Only
Prefer Not to Say	Bisexual	Suburban	Upper-Middle	Diploma	Skating, Board Games, Clubbing	293	Extreme User	0.56	Optimistic	16	16	6	496	12	0.29	11	Evening	Chat Ignored	49	148	50.6	Gemini	Athletic	Exploring
Male	Straight	Suburban	High	Diploma	Dancing, Yoga, Startups	203	Extreme User	0.37	Balanced	49	7	2	349	3	0.55	9	After Midnight	Instant Match	43	165	71.1	Capricorn	Slim	Friends Only
Non-binary	Demisexual	Urban	Very Low	No Formal Education	Dancing, Crafting, Social Activism	108	High	0.76	Swipe Maniac	152	22	0	194	87	0.13	5	Afternoon	Relationship Formed	44	169	81.7	Scorpio	Curvy	Friends Only
Female	Lesbian	Metro	Lower-Middle	Bachelor’s	Memes, Gardening, Startups	54	Moderate	0.28	Balanced	140	5	1	404	40	0.47	11	After Midnight	Relationship Formed	26	171	59.9	Scorpio	Average	Serious Relationship
Genderfluid	Lesbian	Rural	Lower-Middle	Associate’s	MMA, Motorcycling, Sneaker Culture	235	Extreme User	0.55	Optimistic	196	23	5	353	48	0.42	5	Late Night	Instant Match	28	191	84.3	Gemini	Slim	Casual Dating
Female	Straight	Small Town	Upper-Middle	Master’s	Sneaker Culture, Art, Traveling	9	Very Low	0.28	Balanced	112	27	0	235	1	0.49	3	Evening	No Action	31	186	63.3	Capricorn	Average	Exploring
Female	Demisexual	Urban	High	Bachelor’s	Investing, Music, Stand-up Comedy	17	Low	0.27	Balanced	156	21	0	375	59	0.14	11	Afternoon	Blocked	35	198	106.2	Sagittarius	Average	Hookups
Prefer Not to Say	Pansexual	Rural	Very High	Postdoc	Dancing, Photography, Gardening	243	Extreme User	0.78	Swipe Maniac	121	3	6	69	34	0.07	12	Early Morning	Instant Match	54	200	111.6	Leo	Slim	Casual Dating
Male	Pansexual	Metro	Very Low	MBA	Music, Sneaker Culture, Board Games	77	High	0.23	Balanced	63	2	4	316	15	0.37	22	Afternoon	Relationship Formed	50	158	72.1	Libra	Muscular	Networking
Genderfluid	Demisexual	Metro	Very Low	Master’s	Binge-Watching, Pets, Writing	148	Addicted	0.67	Optimistic	46	19	1	150	55	0.41	2	After Midnight	Relationship Formed	54	150	50.2	Cancer	Curvy	Serious Relationship
Non-binary	Gay	Rural	Upper-Middle	No Formal Education	Painting, Parenting, Reading	197	Extreme User	0.67	Optimistic	73	2	5	44	85	0.23	17	Late Night	Date Happened	59	163	53.7	Pisces	Average	Serious Relationship
Male	Straight	Remote Area	Very High	No Formal Education	Photography, Tech, Makeup	286	Extreme User	0.73	Swipe Maniac	148	25	4	22	29	0.33	8	Evening	Catfished	41	157	72.2	Aries	Plus Size	Casual Dating
Prefer Not to Say	Bisexual	Metro	Very High	No Formal Education	Foodie, History, Movies	290	Extreme User	0.3	Balanced	95	6	0	455	14	0.09	18	After Midnight	Relationship Formed	56	169	84.8	Capricorn	Average	Friends Only
Male	Pansexual	Small Town	Very High	Associate’s	Gardening, Fashion, Memes	191	Extreme User	0.72	Swipe Maniac	125	13	2	366	35	0.4	8	After Midnight	Chat Ignored	22	167	57.2	Leo	Plus Size	Friends Only
Female	Asexual	Urban	Lower-Middle	MBA	K-pop, Fashion, Board Games	174	Addicted	0.17	Choosy	176	10	3	367	100	0.05	0	Evening	No Action	35	147	46.5	Pisces	Muscular	Exploring
Male	Lesbian	Small Town	Low	No Formal Education	Cooking, Traveling, Poetry	56	Moderate	0.82	Swipe Maniac	21	10	6	493	20	0.1	23	Afternoon	Blocked	35	174	73.0	Capricorn	Curvy	Casual Dating
Genderfluid	Gay	Metro	Very Low	No Formal Education	Movies, Tech, Social Activism	21	Low	0.62	Optimistic	163	14	2	339	34	0.35	12	Early Morning	Mutual Match	46	161	54.2	Capricorn	Athletic	Hookups
Genderfluid	Demisexual	Metro	Lower-Middle	Postdoc	Gaming, DIY, Cooking	210	Extreme User	0.32	Balanced	34	5	4	345	3	0.44	1	Late Night	Catfished	34	178	62.1	Pisces	Athletic	Exploring
Transgender	Gay	Metro	Very Low	MBA	Spirituality, Photography, Languages	41	Moderate	0.46	Optimistic	1	0	2	282	98	0.71	0	Morning	Blocked	19	145	48.1	Capricorn	Plus Size	Exploring
Non-binary	Gay	Metro	Lower-Middle	Diploma	Tattoos, Coding, Meditation	241	Extreme User	0.33	Balanced	143	12	1	316	79	0.02	15	Late Night	No Action	54	187	83.9	Virgo	Muscular	Serious Relationship
Genderfluid	Lesbian	Metro	Very High	PhD	Tattoos, Tech, Meditation	82	High	0.57	Optimistic	84	17	6	111	97	0.39	13	Early Morning	Relationship Formed	20	178	61.8	Pisces	Curvy	Casual Dating
Male	Pansexual	Suburban	Very Low	MBA	MMA, Foodie, Languages	115	High	0.0	Choosy	127	24	0	337	88	0.41	7	Late Night	One-sided Like	20	153	53.4	Pisces	Slim	Hookups
Transgender	Demisexual	Small Town	High	Master’s	Spirituality, Memes, Tech	187	Extreme User	0.46	Optimistic	54	4	6	216	46	0.16	9	Afternoon	One-sided Like	49	158	62.9	Scorpio	Muscular	Exploring
Non-binary	Asexual	Small Town	Low	High School	Sneaker Culture, Tattoos, Investing	239	Extreme User	0.6	Optimistic	75	20	1	181	5	0.34	17	Evening	No Action	57	190	89.5	Virgo	Slim	Networking
Genderfluid	Bisexual	Small Town	Very High	Diploma	Memes, Coding, Traveling	69	High	0.62	Optimistic	190	8	0	201	76	0.54	17	Evening	Blocked	59	199	77.2	Aquarius	Slim	Casual Dating
Prefer Not to Say	Gay	Remote Area	Lower-Middle	Postdoc	Writing, Motorcycling, Politics	3	Barely	0.51	Optimistic	60	7	2	179	64	0.19	11	Early Morning	Instant Match	45	180	81.6	Gemini	Plus Size	Friends Only
Genderfluid	Gay	Rural	Very Low	Associate’s	Anime, Writing, Yoga	34	Moderate	0.64	Optimistic	158	2	2	281	34	0.01	23	After Midnight	Chat Ignored	42	183	88.4	Leo	Muscular	Casual Dating

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