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	Gay	Suburban	High	No Formal Education	Clubbing, Startups, Podcasts	205	Extreme User	0.29	Balanced	39	8	4	18	73	0.53	19	Afternoon	Ghosted	50	198	105.9	Capricorn	Muscular	Serious Relationship
Female	Pansexual	Remote Area	Low	PhD	Foodie, Board Games, Photography	230	Extreme User	0.45	Optimistic	183	7	3	77	6	0.2	2	Evening	Mutual Match	43	173	70.0	Libra	Average	Casual Dating
Male	Gay	Metro	Lower-Middle	Master’s	Astrology, Motorcycling, Binge-Watching	232	Extreme User	0.28	Balanced	117	27	2	245	31	0.3	11	Early Morning	Mutual Match	58	185	97.5	Sagittarius	Athletic	Hookups
Transgender	Queer	Remote Area	Lower-Middle	Bachelor’s	Spirituality, Motorcycling, Startups	260	Extreme User	0.66	Optimistic	144	1	6	363	62	0.27	3	After Midnight	Chat Ignored	58	169	76.3	Virgo	Curvy	Serious Relationship
Transgender	Queer	Small Town	Very High	Postdoc	Gaming, Fitness, Music	84	High	0.53	Optimistic	73	24	4	434	17	0.21	7	After Midnight	Mutual Match	50	165	71.9	Leo	Average	Casual Dating
Male	Bisexual	Suburban	Lower-Middle	High School	Painting, Skating, Photography	163	Addicted	0.69	Optimistic	180	10	6	350	2	0.24	6	Late Night	Blocked	31	177	77.4	Aquarius	Athletic	Serious Relationship
Male	Bisexual	Small Town	Very High	No Formal Education	Fashion, Crafting, Cars	137	Addicted	0.24	Balanced	52	3	6	471	31	0.17	14	After Midnight	Blocked	54	170	60.7	Aries	Slim	Exploring
Male	Lesbian	Remote Area	Upper-Middle	Master’s	Motorcycling, Music, Art	282	Extreme User	0.51	Optimistic	131	20	6	498	93	0.12	17	Early Morning	Catfished	42	151	52.4	Virgo	Athletic	Exploring
Genderfluid	Queer	Remote Area	Lower-Middle	PhD	Politics, Traveling, Motorcycling	90	High	0.45	Optimistic	164	18	1	447	61	0.22	16	Early Morning	Catfished	30	153	60.6	Gemini	Athletic	Networking
Genderfluid	Lesbian	Small Town	Low	Postdoc	Binge-Watching, Tech, Makeup	48	Moderate	0.44	Optimistic	161	1	3	91	3	0.21	8	Evening	Date Happened	23	176	76.5	Virgo	Slim	Serious Relationship
Genderfluid	Demisexual	Suburban	Very Low	Associate’s	Painting, Cooking, DIY	296	Extreme User	0.68	Optimistic	17	8	4	201	61	0.29	1	Evening	Chat Ignored	55	185	82.5	Virgo	Muscular	Hookups
Prefer Not to Say	Demisexual	Rural	Lower-Middle	Bachelor’s	Meditation, Cooking, Photography	279	Extreme User	0.34	Balanced	89	2	0	54	43	0.23	8	After Midnight	Ghosted	58	197	110.6	Aquarius	Athletic	Serious Relationship
Transgender	Lesbian	Rural	Lower-Middle	PhD	Politics, Hiking, Sneaker Culture	52	Moderate	0.64	Optimistic	129	23	0	269	63	0.32	4	Afternoon	Relationship Formed	21	178	71.0	Cancer	Curvy	Hookups
Non-binary	Lesbian	Suburban	Very Low	Diploma	Anime, Social Activism, Tattoos	243	Extreme User	0.41	Optimistic	46	15	5	464	47	0.06	5	Early Morning	Instant Match	20	170	57.5	Aquarius	Athletic	Hookups
Female	Queer	Remote Area	High	Diploma	Fitness, Cooking, Photography	136	Addicted	0.74	Swipe Maniac	56	9	0	372	49	0.53	12	Morning	Relationship Formed	43	154	43.6	Virgo	Average	Serious Relationship
Female	Demisexual	Metro	Middle	Master’s	Meditation, Running, Traveling	238	Extreme User	0.74	Swipe Maniac	112	14	0	334	73	0.46	16	After Midnight	No Action	53	161	47.7	Virgo	Slim	Serious Relationship
Transgender	Straight	Rural	Low	Bachelor’s	Binge-Watching, Tattoos, Astrology	225	Extreme User	0.42	Optimistic	73	28	6	384	7	0.43	19	Evening	Relationship Formed	36	154	66.4	Sagittarius	Average	Hookups
Female	Pansexual	Remote Area	High	Postdoc	Board Games, Podcasts, Startups	258	Extreme User	0.53	Optimistic	125	3	3	355	37	0.3	12	Morning	Catfished	36	156	67.2	Libra	Plus Size	Friends Only
Female	Gay	Metro	Middle	Associate’s	DIY, Music, Foodie	123	Addicted	0.05	Choosy	193	26	4	1	69	0.32	2	Early Morning	Mutual Match	56	194	101.2	Aquarius	Plus Size	Hookups
Male	Straight	Metro	Very High	PhD	Painting, Fitness, Photography	265	Extreme User	0.65	Optimistic	40	23	3	104	61	0.13	20	Afternoon	One-sided Like	50	184	81.3	Pisces	Curvy	Hookups
Genderfluid	Queer	Remote Area	High	No Formal Education	Tech, Pets, Foodie	28	Low	0.31	Balanced	187	16	0	319	25	0.09	7	Late Night	Ghosted	53	186	63.0	Capricorn	Muscular	Exploring
Female	Queer	Rural	High	Bachelor’s	Cars, Spirituality, K-pop	179	Addicted	0.61	Optimistic	185	30	2	393	36	0.16	15	Morning	Date Happened	39	193	70.8	Cancer	Average	Casual Dating
Genderfluid	Queer	Remote Area	Upper-Middle	Diploma	Coding, Running, MMA	235	Extreme User	0.57	Optimistic	19	14	2	12	52	0.44	12	Late Night	Chat Ignored	26	189	96.1	Scorpio	Athletic	Hookups
Transgender	Pansexual	Suburban	Very High	No Formal Education	MMA, DIY, Photography	111	High	0.7	Swipe Maniac	120	13	4	498	68	0.37	5	Morning	Date Happened	25	188	103.2	Aries	Curvy	Friends Only
Transgender	Gay	Small Town	Low	Master’s	Tattoos, Startups, Tech	15	Low	0.5	Optimistic	139	15	4	440	98	0.28	15	Late Night	Mutual Match	26	196	96.8	Sagittarius	Plus Size	Casual Dating
Genderfluid	Gay	Suburban	Upper-Middle	High School	Pets, Reading, Anime	207	Extreme User	0.34	Balanced	55	10	6	468	91	0.17	17	Early Morning	Instant Match	37	173	57.2	Aries	Average	Casual Dating
Transgender	Queer	Urban	Very Low	Diploma	DIY, Anime, Parenting	166	Addicted	0.25	Balanced	193	26	5	52	77	0.42	6	Morning	Instant Match	32	145	53.0	Aquarius	Athletic	Serious Relationship
Transgender	Lesbian	Small Town	Very High	Bachelor’s	Coding, Politics, Gardening	93	High	0.18	Choosy	138	5	4	130	3	0.32	23	Early Morning	Ghosted	35	148	40.5	Cancer	Athletic	Casual Dating
Non-binary	Lesbian	Urban	Very Low	Bachelor’s	Fitness, Pets, Dancing	288	Extreme User	0.64	Optimistic	17	17	1	256	97	0.08	20	Early Morning	Ghosted	37	199	106.9	Aries	Curvy	Friends Only
Non-binary	Queer	Small Town	Middle	MBA	Board Games, K-pop, Clubbing	262	Extreme User	0.71	Swipe Maniac	52	0	1	497	12	0.84	15	Morning	Catfished	54	160	50.9	Capricorn	Plus Size	Hookups
Prefer Not to Say	Pansexual	Urban	Upper-Middle	Associate’s	Skating, Writing, Reading	109	High	0.86	Swipe Maniac	124	13	5	273	33	0.15	16	Early Morning	No Action	46	170	69.6	Scorpio	Slim	Serious Relationship
Prefer Not to Say	Gay	Remote Area	Upper-Middle	MBA	Gardening, Makeup, History	51	Moderate	0.63	Optimistic	142	9	6	167	8	0.35	19	Morning	Mutual Match	26	186	86.5	Virgo	Curvy	Hookups
Genderfluid	Pansexual	Small Town	High	MBA	Writing, Fitness, Investing	172	Addicted	0.35	Balanced	23	18	2	20	47	0.42	12	Late Night	No Action	20	164	50.0	Pisces	Average	Networking
Prefer Not to Say	Asexual	Remote Area	Very High	Associate’s	Motorcycling, Spirituality, Gaming	50	Moderate	0.58	Optimistic	12	7	2	442	22	0.45	17	Evening	Catfished	19	189	86.8	Cancer	Plus Size	Friends Only
Genderfluid	Queer	Suburban	Low	Master’s	Skating, Tattoos, K-pop	164	Addicted	0.52	Optimistic	12	2	1	172	78	0.22	7	After Midnight	One-sided Like	30	186	77.5	Taurus	Average	Casual Dating
Prefer Not to Say	Lesbian	Suburban	Middle	Diploma	Cars, Art, Coding	291	Extreme User	0.76	Swipe Maniac	93	29	2	320	1	0.54	7	After Midnight	Mutual Match	59	165	54.7	Pisces	Curvy	Casual Dating
Transgender	Asexual	Small Town	Low	Master’s	Spirituality, Board Games, Skating	225	Extreme User	0.57	Optimistic	38	7	4	192	56	0.27	21	Evening	Relationship Formed	55	162	72.7	Gemini	Plus Size	Hookups
Female	Straight	Metro	Lower-Middle	High School	Poetry, Fashion, Painting	2	Barely	0.33	Balanced	102	13	1	207	96	0.14	15	Late Night	No Action	32	171	83.0	Aquarius	Muscular	Friends Only
Male	Straight	Metro	Low	PhD	Tattoos, Traveling, Anime	57	Moderate	0.75	Swipe Maniac	127	12	2	272	1	0.26	6	Evening	One-sided Like	48	178	65.3	Sagittarius	Plus Size	Networking
Non-binary	Asexual	Rural	Lower-Middle	No Formal Education	MMA, Parenting, Pets	40	Moderate	0.11	Choosy	156	11	3	170	2	0.18	21	Afternoon	Relationship Formed	56	158	48.7	Cancer	Slim	Exploring
Non-binary	Pansexual	Urban	High	Bachelor’s	Makeup, Pets, Traveling	275	Extreme User	0.89	Swipe Maniac	57	26	2	365	51	0.34	1	After Midnight	Ghosted	55	182	71.5	Scorpio	Curvy	Networking
Female	Bisexual	Rural	Very Low	High School	K-pop, Gardening, Memes	261	Extreme User	0.54	Optimistic	162	12	1	212	79	0.44	7	Late Night	Mutual Match	32	146	52.9	Aquarius	Muscular	Hookups
Non-binary	Pansexual	Metro	Very Low	PhD	Hiking, K-pop, Spirituality	117	High	0.31	Balanced	86	21	5	53	62	0.02	11	Late Night	Blocked	39	148	62.4	Cancer	Slim	Hookups
Male	Queer	Suburban	Middle	High School	Dancing, Painting, MMA	134	Addicted	0.54	Optimistic	83	12	1	473	82	0.12	2	Afternoon	Date Happened	42	159	54.1	Virgo	Muscular	Friends Only
Prefer Not to Say	Demisexual	Urban	Very High	Diploma	Poetry, Astrology, Gaming	270	Extreme User	0.4	Optimistic	137	22	4	309	62	0.19	11	Afternoon	Relationship Formed	36	168	61.0	Cancer	Average	Networking
Non-binary	Bisexual	Metro	Upper-Middle	PhD	Painting, Investing, Reading	218	Extreme User	0.55	Optimistic	182	13	4	325	5	0.25	19	Evening	Instant Match	49	161	65.8	Scorpio	Plus Size	Exploring
Male	Gay	Small Town	Upper-Middle	Postdoc	Languages, Running, Coding	155	Addicted	0.61	Optimistic	180	15	1	405	23	0.25	2	Evening	Date Happened	42	158	62.9	Virgo	Curvy	Casual Dating
Genderfluid	Asexual	Rural	Lower-Middle	PhD	Coding, Skating, MMA	236	Extreme User	0.46	Optimistic	5	3	0	266	98	0.4	20	Afternoon	Instant Match	45	194	81.3	Capricorn	Athletic	Casual Dating
Genderfluid	Bisexual	Rural	Upper-Middle	Master’s	Poetry, Coding, Crafting	118	High	0.23	Balanced	42	27	3	361	46	0.32	9	Early Morning	One-sided Like	25	154	45.3	Aquarius	Average	Exploring
Prefer Not to Say	Asexual	Metro	Lower-Middle	Diploma	Skating, Clubbing, Gaming	43	Moderate	0.48	Optimistic	164	11	6	483	49	0.51	5	Evening	Chat Ignored	45	173	80.8	Aries	Plus Size	Networking
Genderfluid	Gay	Small Town	Very Low	Master’s	Traveling, Running, Meditation	76	High	0.81	Swipe Maniac	6	0	4	166	32	0.15	12	Morning	One-sided Like	36	178	80.2	Capricorn	Plus Size	Exploring
Transgender	Pansexual	Remote Area	Middle	No Formal Education	Binge-Watching, MMA, Podcasts	158	Addicted	0.43	Optimistic	144	24	1	441	20	0.3	7	Evening	Instant Match	33	189	81.4	Capricorn	Average	Serious Relationship
Non-binary	Bisexual	Small Town	Upper-Middle	Associate’s	Tattoos, Politics, Social Activism	45	Moderate	0.41	Optimistic	67	18	1	333	19	0.3	11	Afternoon	Relationship Formed	28	148	55.9	Aries	Athletic	Networking
Non-binary	Lesbian	Small Town	Very High	Diploma	Sneaker Culture, Hiking, Binge-Watching	219	Extreme User	0.16	Choosy	111	10	1	132	63	0.29	19	Evening	One-sided Like	37	174	71.8	Sagittarius	Curvy	Networking
Male	Straight	Urban	Low	Postdoc	Reading, Hiking, Dancing	10	Very Low	0.74	Swipe Maniac	52	28	1	382	53	0.19	12	Evening	One-sided Like	53	186	87.5	Scorpio	Muscular	Hookups
Transgender	Straight	Small Town	High	Postdoc	Binge-Watching, Spirituality, Memes	297	Extreme User	0.6	Optimistic	17	12	1	488	63	0.29	22	Evening	Chat Ignored	32	148	39.4	Cancer	Muscular	Serious Relationship
Non-binary	Straight	Suburban	Very High	Bachelor’s	Crafting, Anime, Writing	31	Moderate	0.75	Swipe Maniac	194	2	1	68	73	0.28	3	Afternoon	Blocked	27	170	55.8	Cancer	Curvy	Exploring
Non-binary	Bisexual	Metro	Lower-Middle	Diploma	Skating, Cooking, Meditation	237	Extreme User	0.24	Balanced	101	23	3	464	14	0.34	12	Morning	No Action	55	167	80.0	Aquarius	Plus Size	Serious Relationship
Female	Bisexual	Suburban	Upper-Middle	No Formal Education	Photography, K-pop, Gaming	242	Extreme User	0.75	Swipe Maniac	174	1	0	224	59	0.41	9	Afternoon	Chat Ignored	56	171	86.8	Gemini	Curvy	Exploring
Male	Bisexual	Rural	Upper-Middle	MBA	Spirituality, Makeup, Photography	249	Extreme User	0.23	Balanced	190	10	0	233	70	0.36	6	Early Morning	Ghosted	37	200	87.6	Leo	Athletic	Hookups
Female	Bisexual	Urban	Very High	Master’s	MMA, Politics, Art	255	Extreme User	0.16	Choosy	96	5	0	428	62	0.31	9	Early Morning	Mutual Match	48	162	55.1	Libra	Slim	Serious Relationship
Prefer Not to Say	Bisexual	Metro	Lower-Middle	High School	Memes, Movies, DIY	143	Addicted	0.67	Optimistic	143	23	5	209	88	0.14	12	Late Night	Catfished	50	186	76.8	Capricorn	Plus Size	Casual Dating
Genderfluid	Lesbian	Suburban	Upper-Middle	PhD	MMA, Fashion, Social Activism	66	High	0.42	Optimistic	113	16	3	16	20	0.17	16	Afternoon	Catfished	53	182	89.1	Aries	Curvy	Hookups
Transgender	Bisexual	Rural	Lower-Middle	Master’s	Social Activism, K-pop, Music	34	Moderate	0.69	Optimistic	36	2	5	307	85	0.28	18	Early Morning	No Action	41	147	58.1	Libra	Plus Size	Friends Only
Prefer Not to Say	Asexual	Suburban	Lower-Middle	Associate’s	Astrology, Makeup, Cars	121	Addicted	0.79	Swipe Maniac	1	0	6	293	49	0.3	11	Afternoon	Catfished	36	191	86.8	Aquarius	Muscular	Serious Relationship
Prefer Not to Say	Queer	Urban	Lower-Middle	Bachelor’s	Spirituality, Cars, MMA	300	Extreme User	0.48	Optimistic	145	3	2	160	18	0.16	2	Early Morning	Ghosted	59	186	100.7	Capricorn	Plus Size	Exploring
Male	Bisexual	Small Town	Upper-Middle	PhD	Hiking, Podcasts, Running	37	Moderate	0.28	Balanced	63	26	5	325	54	0.32	0	Afternoon	Ghosted	38	146	42.8	Leo	Average	Serious Relationship
Male	Lesbian	Urban	Very High	No Formal Education	Dancing, Coding, Poetry	277	Extreme User	0.34	Balanced	124	19	3	181	18	0.19	2	Early Morning	Mutual Match	44	164	75.0	Gemini	Muscular	Exploring
Genderfluid	Pansexual	Small Town	Middle	Master’s	Memes, Pets, Writing	169	Addicted	0.66	Optimistic	181	13	5	264	49	0.37	4	Morning	Ghosted	24	156	66.9	Cancer	Average	Casual Dating
Genderfluid	Straight	Remote Area	High	Master’s	Art, Coding, Movies	235	Extreme User	0.54	Optimistic	22	0	2	493	48	0.35	15	Morning	Catfished	30	179	80.4	Leo	Curvy	Serious Relationship
Prefer Not to Say	Lesbian	Small Town	Low	MBA	Crafting, Makeup, Dancing	238	Extreme User	0.36	Balanced	2	1	2	347	66	0.24	20	Evening	Ghosted	27	184	67.7	Taurus	Muscular	Casual Dating
Prefer Not to Say	Bisexual	Rural	Very High	Postdoc	Crafting, Tattoos, Fashion	287	Extreme User	0.86	Swipe Maniac	161	28	4	341	84	0.43	10	Early Morning	Date Happened	22	169	78.8	Leo	Plus Size	Serious Relationship
Non-binary	Lesbian	Urban	Lower-Middle	PhD	Skating, Music, Dancing	156	Addicted	0.19	Choosy	133	6	5	3	87	0.33	14	Evening	Ghosted	41	189	91.1	Leo	Average	Friends Only
Transgender	Bisexual	Suburban	Lower-Middle	Master’s	Tech, Painting, Anime	235	Extreme User	0.54	Optimistic	186	9	1	285	29	0.15	4	After Midnight	Chat Ignored	40	200	116.0	Libra	Plus Size	Friends Only
Female	Lesbian	Rural	Very Low	MBA	Tech, Memes, Stand-up Comedy	107	High	0.39	Balanced	116	7	5	348	94	0.09	4	Morning	Mutual Match	24	170	58.7	Aries	Average	Hookups
Male	Pansexual	Metro	Lower-Middle	MBA	Skating, Cars, Music	127	Addicted	0.23	Balanced	135	1	6	308	41	0.36	23	Afternoon	One-sided Like	33	198	85.5	Virgo	Average	Friends Only
Genderfluid	Asexual	Remote Area	Low	No Formal Education	Tech, Meditation, Gardening	53	Moderate	0.67	Optimistic	11	1	5	476	2	0.22	8	Afternoon	Blocked	24	195	111.4	Aries	Slim	Networking
Female	Straight	Rural	Very High	No Formal Education	Meditation, Painting, Gaming	297	Extreme User	0.49	Optimistic	150	28	6	123	32	0.23	1	After Midnight	Catfished	31	165	60.7	Aries	Average	Exploring
Transgender	Straight	Urban	High	Postdoc	Skating, Binge-Watching, Investing	149	Addicted	0.47	Optimistic	170	16	3	191	41	0.35	16	After Midnight	No Action	31	182	62.3	Taurus	Plus Size	Casual Dating
Female	Lesbian	Rural	Low	PhD	Running, DIY, Stand-up Comedy	180	Extreme User	0.78	Swipe Maniac	119	10	2	354	55	0.44	9	Afternoon	Ghosted	32	196	93.7	Libra	Plus Size	Exploring
Genderfluid	Lesbian	Metro	Middle	Master’s	Music, Reading, Startups	107	High	0.45	Optimistic	37	25	2	66	90	0.33	13	Evening	No Action	28	190	83.8	Virgo	Curvy	Casual Dating
Genderfluid	Pansexual	Suburban	Very High	Diploma	Crafting, Pets, Reading	217	Extreme User	0.53	Optimistic	98	1	4	491	45	0.26	5	Morning	Relationship Formed	50	151	43.1	Taurus	Average	Serious Relationship
Male	Pansexual	Small Town	Upper-Middle	PhD	Cooking, Motorcycling, Coding	92	High	0.46	Optimistic	191	0	5	468	89	0.39	7	After Midnight	Instant Match	42	183	77.0	Aries	Athletic	Serious Relationship
Transgender	Queer	Metro	Upper-Middle	Associate’s	Photography, Pets, Spirituality	25	Low	0.71	Swipe Maniac	74	18	1	264	49	0.22	22	Morning	Chat Ignored	36	200	110.4	Cancer	Curvy	Networking
Female	Bisexual	Urban	Middle	Master’s	Podcasts, Writing, Tech	111	High	0.82	Swipe Maniac	187	14	1	323	38	0.45	15	Evening	Chat Ignored	21	148	51.3	Libra	Muscular	Serious Relationship
Female	Straight	Remote Area	Middle	Master’s	Painting, Writing, Investing	73	High	0.39	Balanced	116	28	6	220	45	0.18	9	After Midnight	Chat Ignored	32	173	61.1	Gemini	Athletic	Serious Relationship
Genderfluid	Gay	Rural	High	Postdoc	Makeup, Gardening, Politics	14	Very Low	0.69	Optimistic	163	7	5	251	96	0.26	16	Afternoon	Relationship Formed	45	149	52.2	Pisces	Plus Size	Networking
Male	Pansexual	Remote Area	Very High	Bachelor’s	Podcasts, Traveling, Makeup	268	Extreme User	0.39	Balanced	181	6	3	272	59	0.17	13	Early Morning	Catfished	48	164	49.2	Gemini	Muscular	Casual Dating
Male	Queer	Rural	Very Low	Master’s	Binge-Watching, Reading, Movies	177	Addicted	0.43	Optimistic	197	11	2	411	12	0.15	1	Evening	No Action	29	164	72.6	Libra	Curvy	Exploring
Genderfluid	Gay	Small Town	Upper-Middle	MBA	Crafting, Startups, DIY	53	Moderate	0.03	Choosy	22	11	4	270	77	0.67	0	Early Morning	Date Happened	42	196	106.8	Aquarius	Average	Casual Dating
Male	Queer	Suburban	Upper-Middle	PhD	Hiking, Reading, Tattoos	95	High	0.46	Optimistic	106	16	1	328	14	0.46	11	Evening	Ghosted	24	155	68.0	Pisces	Athletic	Hookups
Prefer Not to Say	Pansexual	Suburban	Very Low	MBA	Gaming, Cars, Podcasts	35	Moderate	0.55	Optimistic	199	3	3	319	98	0.58	15	Evening	Catfished	29	190	93.9	Virgo	Curvy	Hookups
Male	Asexual	Rural	Low	Master’s	Crafting, Yoga, Binge-Watching	282	Extreme User	0.44	Optimistic	32	23	6	34	77	0.24	9	After Midnight	Date Happened	55	192	92.9	Virgo	Athletic	Networking
Male	Straight	Remote Area	Low	Associate’s	Pets, Gardening, Parenting	53	Moderate	0.52	Optimistic	8	7	6	126	16	0.5	10	Evening	Instant Match	24	176	81.2	Pisces	Plus Size	Networking
Genderfluid	Lesbian	Urban	Low	Associate’s	Dancing, Fashion, Memes	260	Extreme User	0.41	Optimistic	156	18	6	421	81	0.27	1	Afternoon	Chat Ignored	56	145	57.6	Capricorn	Average	Casual Dating
Prefer Not to Say	Pansexual	Suburban	Very Low	PhD	Traveling, Reading, Sneaker Culture	29	Low	0.57	Optimistic	165	20	2	430	50	0.39	6	Early Morning	One-sided Like	57	183	66.6	Sagittarius	Slim	Serious Relationship
Genderfluid	Demisexual	Remote Area	Middle	No Formal Education	Social Activism, Cooking, Makeup	275	Extreme User	0.47	Optimistic	126	17	6	107	44	0.57	0	After Midnight	Instant Match	35	163	48.4	Scorpio	Slim	Serious Relationship
Non-binary	Pansexual	Rural	Upper-Middle	Associate’s	Movies, Languages, Politics	48	Moderate	0.35	Balanced	38	11	2	461	56	0.22	0	Late Night	Catfished	58	167	60.0	Cancer	Athletic	Networking
Transgender	Bisexual	Rural	Very High	High School	Fitness, Writing, Social Activism	10	Very Low	0.57	Optimistic	87	8	5	3	57	0.44	13	Afternoon	Date Happened	25	196	88.4	Gemini	Average	Casual Dating
Male	Demisexual	Remote Area	Low	Bachelor’s	Fashion, Poetry, Languages	56	Moderate	0.54	Optimistic	48	2	2	449	42	0.13	7	Late Night	No Action	19	150	58.3	Libra	Average	Friends Only

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