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
Genderfluid	Asexual	Rural	Middle	Bachelor’s	Yoga, Investing, Startups	26	Low	0.53	Optimistic	139	20	3	398	65	0.43	12	Evening	Blocked	42	168	70.3	Cancer	Slim	Casual Dating
Prefer Not to Say	Queer	Urban	Upper-Middle	No Formal Education	Anime, Gaming, Social Activism	99	High	0.44	Optimistic	140	9	3	79	32	0.23	9	After Midnight	Instant Match	50	163	57.7	Aquarius	Slim	Casual Dating
Male	Gay	Rural	Very High	Bachelor’s	Hiking, K-pop, Skating	22	Low	0.34	Balanced	99	17	3	318	61	0.56	16	Afternoon	No Action	39	165	69.4	Virgo	Slim	Casual Dating
Non-binary	Pansexual	Remote Area	Very High	MBA	Sneaker Culture, Politics, Coding	33	Moderate	0.75	Swipe Maniac	108	1	2	389	55	0.59	13	Late Night	Ghosted	26	183	66.0	Virgo	Plus Size	Casual Dating
Prefer Not to Say	Gay	Rural	High	Diploma	Photography, Sneaker Culture, Gardening	7	Very Low	0.53	Optimistic	91	29	1	491	77	0.2	10	Early Morning	Blocked	44	197	94.7	Aquarius	Athletic	Casual Dating
Prefer Not to Say	Queer	Suburban	Middle	Postdoc	Languages, Sneaker Culture, Writing	211	Extreme User	0.59	Optimistic	130	9	1	308	20	0.24	3	After Midnight	One-sided Like	26	151	58.6	Gemini	Muscular	Networking
Female	Asexual	Rural	Middle	PhD	Parenting, Poetry, Painting	77	High	0.82	Swipe Maniac	65	16	4	23	48	0.46	8	Late Night	Mutual Match	48	166	77.7	Gemini	Athletic	Friends Only
Male	Asexual	Metro	Low	Postdoc	Social Activism, Motorcycling, Podcasts	129	Addicted	0.29	Balanced	87	0	1	8	40	0.12	3	Late Night	One-sided Like	37	192	107.3	Gemini	Plus Size	Networking
Genderfluid	Queer	Remote Area	Middle	PhD	Running, Sneaker Culture, Fitness	196	Extreme User	0.33	Balanced	5	2	0	363	97	0.09	6	Evening	Date Happened	27	190	97.8	Aquarius	Athletic	Exploring
Genderfluid	Lesbian	Rural	Very Low	PhD	K-pop, Clubbing, Tech	162	Addicted	0.7	Swipe Maniac	157	14	5	88	85	0.23	18	Late Night	Instant Match	25	152	67.9	Taurus	Average	Serious Relationship
Male	Lesbian	Rural	Middle	No Formal Education	Yoga, Binge-Watching, Traveling	242	Extreme User	0.67	Optimistic	118	21	5	296	14	0.3	19	Late Night	Relationship Formed	51	150	47.0	Capricorn	Slim	Friends Only
Female	Gay	Urban	Upper-Middle	Postdoc	Yoga, Dancing, Clubbing	115	High	0.7	Swipe Maniac	4	3	0	206	41	0.24	17	After Midnight	No Action	25	166	76.9	Leo	Muscular	Networking
Male	Straight	Suburban	Very Low	MBA	Board Games, Pets, Investing	60	High	0.43	Optimistic	35	17	6	12	65	0.12	12	Evening	Catfished	55	150	49.7	Aquarius	Curvy	Friends Only
Non-binary	Straight	Small Town	Very Low	Associate’s	Politics, Gardening, Investing	299	Extreme User	0.43	Optimistic	84	13	1	309	16	0.18	15	After Midnight	Mutual Match	39	186	99.3	Virgo	Plus Size	Serious Relationship
Male	Gay	Remote Area	Lower-Middle	MBA	Traveling, Spirituality, Cooking	290	Extreme User	0.2	Balanced	199	13	6	308	80	0.1	12	Afternoon	Blocked	18	146	46.0	Taurus	Curvy	Exploring
Non-binary	Straight	Urban	Very High	Master’s	Startups, Painting, Clubbing	263	Extreme User	0.51	Optimistic	49	29	4	113	52	0.18	3	Early Morning	No Action	42	188	94.0	Aries	Slim	Hookups
Genderfluid	Straight	Metro	Upper-Middle	Master’s	Movies, Music, Makeup	104	High	0.52	Optimistic	30	1	6	48	73	0.22	22	After Midnight	Instant Match	44	166	53.5	Aquarius	Athletic	Hookups
Transgender	Pansexual	Rural	Very Low	No Formal Education	Painting, Cars, Hiking	199	Extreme User	0.57	Optimistic	94	21	6	194	33	0.07	11	After Midnight	Date Happened	39	149	64.8	Capricorn	Slim	Serious Relationship
Female	Straight	Suburban	Middle	Associate’s	Gaming, Music, Gardening	40	Moderate	0.69	Optimistic	105	19	2	13	40	0.33	19	Afternoon	No Action	49	200	72.8	Leo	Slim	Casual Dating
Prefer Not to Say	Gay	Suburban	Very High	Bachelor’s	Astrology, Motorcycling, Politics	111	High	0.72	Swipe Maniac	56	8	3	81	31	0.52	19	Afternoon	Date Happened	50	152	59.8	Taurus	Slim	Networking
Non-binary	Pansexual	Rural	Upper-Middle	Diploma	Painting, Dancing, Binge-Watching	220	Extreme User	0.37	Balanced	51	18	1	394	72	0.27	18	After Midnight	Mutual Match	57	155	63.2	Taurus	Plus Size	Hookups
Female	Gay	Remote Area	Very Low	Bachelor’s	Memes, Poetry, Reading	37	Moderate	0.85	Swipe Maniac	16	8	2	405	33	0.18	10	Afternoon	Date Happened	21	188	65.7	Virgo	Plus Size	Hookups
Genderfluid	Asexual	Metro	Middle	Diploma	History, Fashion, Running	157	Addicted	0.56	Optimistic	198	5	1	448	41	0.45	7	After Midnight	Instant Match	22	158	66.2	Taurus	Muscular	Networking
Transgender	Gay	Metro	Very High	Diploma	Painting, Cars, Fashion	289	Extreme User	0.72	Swipe Maniac	122	13	2	306	75	0.44	11	Evening	No Action	34	151	42.6	Libra	Curvy	Exploring
Female	Straight	Small Town	Lower-Middle	High School	Music, Board Games, Traveling	165	Addicted	0.88	Swipe Maniac	125	5	0	118	36	0.55	22	Morning	Blocked	36	165	62.3	Scorpio	Plus Size	Hookups
Transgender	Pansexual	Suburban	High	Diploma	Art, Writing, Board Games	274	Extreme User	0.38	Balanced	110	6	3	308	34	0.4	3	Afternoon	Date Happened	26	177	83.3	Aquarius	Curvy	Exploring
Genderfluid	Gay	Rural	Very High	PhD	Board Games, Binge-Watching, Running	16	Low	0.64	Optimistic	55	29	2	62	64	0.17	5	Evening	Relationship Formed	42	174	81.7	Aries	Slim	Friends Only
Male	Demisexual	Metro	Low	Bachelor’s	Coding, Astrology, Sneaker Culture	294	Extreme User	0.43	Optimistic	123	18	0	30	85	0.18	5	Evening	Mutual Match	31	165	60.7	Sagittarius	Average	Serious Relationship
Non-binary	Bisexual	Remote Area	Low	MBA	Memes, Reading, Tattoos	299	Extreme User	0.76	Swipe Maniac	44	21	0	126	5	0.32	21	Evening	One-sided Like	48	200	103.6	Sagittarius	Muscular	Serious Relationship
Genderfluid	Demisexual	Metro	Very High	MBA	Binge-Watching, MMA, Traveling	107	High	0.55	Optimistic	29	26	5	36	82	0.09	9	After Midnight	Ghosted	20	180	68.0	Pisces	Curvy	Hookups
Female	Bisexual	Metro	Lower-Middle	Postdoc	Gaming, Startups, MMA	23	Low	0.57	Optimistic	32	2	3	6	15	0.34	1	Morning	No Action	49	193	99.1	Aries	Plus Size	Serious Relationship
Female	Straight	Rural	Middle	MBA	Cars, Tattoos, Movies	104	High	0.58	Optimistic	71	0	4	22	82	0.26	1	Late Night	Instant Match	31	198	74.9	Gemini	Athletic	Casual Dating
Non-binary	Queer	Suburban	High	Associate’s	Makeup, Podcasts, Investing	137	Addicted	1.0	Swipe Maniac	3	0	2	458	96	0.41	2	Afternoon	Ghosted	25	159	66.7	Libra	Slim	Networking
Prefer Not to Say	Gay	Metro	Upper-Middle	PhD	Clubbing, Memes, Skating	58	Moderate	0.56	Optimistic	31	25	3	17	53	0.68	5	Morning	Mutual Match	41	186	84.8	Cancer	Athletic	Friends Only
Transgender	Queer	Metro	Very Low	PhD	Painting, Politics, Astrology	0	Barely	0.33	Balanced	37	17	0	334	99	0.13	14	Evening	Instant Match	26	189	74.7	Pisces	Average	Exploring
Male	Demisexual	Suburban	High	PhD	Politics, Movies, Running	88	High	0.29	Balanced	63	20	4	111	60	0.45	2	Evening	Instant Match	50	174	70.5	Leo	Muscular	Networking
Female	Asexual	Metro	Very Low	PhD	Parenting, DIY, Writing	50	Moderate	0.67	Optimistic	152	27	3	405	33	0.3	6	Afternoon	Relationship Formed	36	174	90.2	Aquarius	Athletic	Serious Relationship
Genderfluid	Pansexual	Remote Area	Upper-Middle	MBA	Board Games, Painting, DIY	18	Low	0.49	Optimistic	111	19	3	288	67	0.17	17	Afternoon	One-sided Like	28	173	67.6	Taurus	Athletic	Casual Dating
Male	Pansexual	Small Town	Very High	No Formal Education	Traveling, Spirituality, Skating	71	High	0.43	Optimistic	1	0	0	435	93	0.33	23	Late Night	Mutual Match	43	177	78.0	Capricorn	Slim	Casual Dating
Female	Asexual	Rural	High	MBA	DIY, Running, Sneaker Culture	92	High	0.6	Optimistic	133	6	1	434	19	0.43	18	Evening	One-sided Like	32	159	52.3	Capricorn	Slim	Networking
Genderfluid	Demisexual	Remote Area	Low	Bachelor’s	Social Activism, Cars, Meditation	112	High	0.2	Balanced	1	0	5	187	27	0.07	4	Afternoon	Date Happened	35	153	67.9	Capricorn	Curvy	Serious Relationship
Transgender	Pansexual	Urban	Upper-Middle	Associate’s	Tech, Cars, Investing	124	Addicted	0.51	Optimistic	147	15	4	182	50	0.62	7	Morning	Mutual Match	56	169	63.4	Virgo	Average	Casual Dating
Female	Demisexual	Urban	Very Low	Master’s	Yoga, Reading, Cars	50	Moderate	0.52	Optimistic	96	29	2	422	90	0.22	15	After Midnight	Instant Match	56	163	64.3	Libra	Curvy	Serious Relationship
Non-binary	Gay	Suburban	Very Low	Master’s	Meditation, Motorcycling, Fitness	291	Extreme User	0.57	Optimistic	5	4	5	31	99	0.19	10	Late Night	No Action	45	192	71.9	Cancer	Curvy	Casual Dating
Non-binary	Demisexual	Metro	Lower-Middle	Bachelor’s	Anime, Foodie, Politics	177	Addicted	0.44	Optimistic	143	5	0	429	65	0.34	22	Early Morning	Date Happened	30	145	58.0	Scorpio	Curvy	Networking
Genderfluid	Pansexual	Remote Area	Very High	MBA	Board Games, Art, Fashion	61	High	0.79	Swipe Maniac	69	4	3	258	24	0.56	7	Afternoon	One-sided Like	24	149	49.3	Pisces	Slim	Friends Only
Transgender	Gay	Small Town	Low	Master’s	MMA, Motorcycling, Pets	144	Addicted	0.61	Optimistic	56	18	3	234	99	0.1	9	Late Night	Date Happened	40	179	59.6	Aquarius	Plus Size	Serious Relationship
Male	Lesbian	Remote Area	Lower-Middle	Bachelor’s	History, Motorcycling, Anime	116	High	0.72	Swipe Maniac	121	5	1	312	18	0.26	7	Evening	Date Happened	32	181	94.0	Cancer	Plus Size	Hookups
Male	Queer	Urban	Very High	High School	Anime, Stand-up Comedy, Fashion	264	Extreme User	0.19	Choosy	125	6	3	309	15	0.17	3	Late Night	Date Happened	31	162	77.9	Scorpio	Plus Size	Casual Dating
Non-binary	Asexual	Metro	High	Postdoc	Crafting, Astrology, Tattoos	258	Extreme User	0.54	Optimistic	10	7	1	152	45	0.31	15	Morning	Mutual Match	23	178	93.5	Virgo	Slim	Networking
Genderfluid	Straight	Remote Area	Very High	Diploma	Pets, Anime, Painting	239	Extreme User	1.0	Swipe Maniac	92	24	0	396	9	0.38	21	Late Night	No Action	59	191	67.1	Leo	Athletic	Networking
Genderfluid	Asexual	Small Town	Very High	Associate’s	Coding, Cooking, Makeup	201	Extreme User	0.7	Swipe Maniac	99	26	2	48	20	0.63	2	Early Morning	Date Happened	40	168	55.3	Gemini	Athletic	Serious Relationship
Female	Queer	Metro	Low	Diploma	Art, Gaming, Writing	266	Extreme User	1.0	Swipe Maniac	150	8	2	50	1	0.34	14	Late Night	Ghosted	32	176	67.8	Aries	Plus Size	Networking
Female	Lesbian	Urban	Upper-Middle	No Formal Education	Tech, Stand-up Comedy, Hiking	6	Very Low	0.59	Optimistic	144	7	0	124	25	0.37	13	After Midnight	Chat Ignored	37	179	85.5	Leo	Athletic	Casual Dating
Genderfluid	Gay	Urban	Lower-Middle	MBA	Social Activism, Spirituality, Meditation	252	Extreme User	0.4	Optimistic	47	29	5	452	72	0.09	23	Late Night	Chat Ignored	32	173	68.2	Gemini	Plus Size	Hookups
Female	Demisexual	Remote Area	Very Low	Master’s	Tattoos, Parenting, Gaming	74	High	0.28	Balanced	69	18	3	73	83	0.16	23	Morning	Date Happened	29	170	56.1	Aries	Plus Size	Serious Relationship
Male	Demisexual	Urban	Low	Associate’s	Makeup, Reading, Poetry	51	Moderate	0.49	Optimistic	11	0	0	152	13	0.08	2	Evening	Date Happened	54	146	51.6	Sagittarius	Curvy	Serious Relationship
Genderfluid	Bisexual	Rural	Very Low	PhD	Traveling, Social Activism, Startups	252	Extreme User	0.16	Choosy	155	28	4	343	27	0.27	19	Afternoon	Catfished	55	179	83.3	Cancer	Muscular	Serious Relationship
Female	Straight	Rural	Upper-Middle	Associate’s	DIY, MMA, Dancing	197	Extreme User	0.31	Balanced	135	20	4	170	0	0.17	18	After Midnight	Mutual Match	47	173	70.3	Aries	Plus Size	Hookups
Female	Bisexual	Remote Area	Very High	MBA	Board Games, Motorcycling, Gaming	102	High	0.66	Optimistic	17	16	3	113	69	0.4	13	Evening	Mutual Match	51	188	64.0	Taurus	Plus Size	Hookups
Transgender	Straight	Suburban	Middle	MBA	Traveling, Pets, Podcasts	16	Low	0.2	Balanced	10	3	5	90	84	0.49	16	After Midnight	One-sided Like	57	158	51.4	Aquarius	Curvy	Exploring
Female	Gay	Remote Area	Upper-Middle	Diploma	Binge-Watching, History, Dancing	232	Extreme User	0.77	Swipe Maniac	157	21	6	470	51	0.24	1	Morning	Mutual Match	46	180	88.1	Scorpio	Plus Size	Exploring
Male	Bisexual	Rural	Middle	MBA	K-pop, Stand-up Comedy, History	88	High	0.56	Optimistic	36	11	0	234	44	0.12	13	After Midnight	Mutual Match	56	192	95.1	Capricorn	Average	Serious Relationship
Transgender	Asexual	Rural	Very High	MBA	Motorcycling, Painting, Gardening	297	Extreme User	0.41	Optimistic	55	12	1	132	40	0.33	18	After Midnight	Ghosted	24	168	77.9	Scorpio	Athletic	Casual Dating
Female	Queer	Remote Area	High	Diploma	Gardening, Dancing, K-pop	178	Addicted	0.05	Choosy	116	24	0	272	83	0.13	22	Late Night	Blocked	48	175	81.2	Scorpio	Muscular	Serious Relationship
Female	Pansexual	Rural	Low	MBA	Music, DIY, Yoga	294	Extreme User	0.64	Optimistic	29	5	2	32	72	0.48	18	Afternoon	Mutual Match	40	180	85.5	Gemini	Plus Size	Friends Only
Female	Queer	Remote Area	Upper-Middle	High School	Crafting, Podcasts, Gaming	259	Extreme User	0.46	Optimistic	51	15	3	330	58	0.25	23	Morning	Relationship Formed	20	155	66.1	Virgo	Muscular	Networking
Non-binary	Bisexual	Small Town	High	MBA	Anime, Tech, Astrology	185	Extreme User	0.48	Optimistic	150	12	4	291	96	0.45	4	Afternoon	Catfished	59	146	58.0	Aquarius	Plus Size	Networking
Female	Lesbian	Metro	Lower-Middle	Associate’s	Memes, Skating, Politics	144	Addicted	0.41	Optimistic	88	9	1	41	93	0.55	4	Morning	Instant Match	28	175	86.1	Gemini	Plus Size	Exploring
Genderfluid	Lesbian	Remote Area	Very Low	PhD	Music, Art, Fitness	79	High	0.15	Choosy	6	5	0	394	28	0.09	11	After Midnight	Relationship Formed	28	179	84.9	Sagittarius	Plus Size	Casual Dating
Prefer Not to Say	Asexual	Metro	Middle	PhD	Politics, Photography, Investing	243	Extreme User	0.76	Swipe Maniac	70	28	5	417	5	0.3	7	Early Morning	Blocked	32	180	90.1	Gemini	Average	Exploring
Female	Straight	Suburban	Very High	Associate’s	Investing, Hiking, Binge-Watching	197	Extreme User	0.49	Optimistic	152	15	6	289	1	0.2	23	Evening	No Action	23	164	74.8	Sagittarius	Average	Exploring
Female	Straight	Small Town	Very High	Master’s	Foodie, Writing, Coding	162	Addicted	0.56	Optimistic	149	15	1	18	66	0.07	10	Evening	Chat Ignored	44	172	79.0	Sagittarius	Muscular	Hookups
Male	Demisexual	Remote Area	High	Postdoc	Astrology, Sneaker Culture, Podcasts	124	Addicted	0.37	Balanced	11	6	3	431	15	0.3	14	After Midnight	No Action	45	189	83.2	Cancer	Curvy	Serious Relationship
Female	Demisexual	Rural	Middle	PhD	Music, Movies, Tattoos	90	High	0.31	Balanced	4	3	2	300	70	0.11	14	Morning	Ghosted	19	165	49.0	Scorpio	Average	Friends Only
Male	Bisexual	Urban	Lower-Middle	Bachelor’s	Astrology, Social Activism, Skating	9	Very Low	0.51	Optimistic	61	13	2	312	42	0.52	4	Morning	Chat Ignored	29	154	48.9	Scorpio	Muscular	Casual Dating
Transgender	Asexual	Suburban	Low	PhD	Investing, Podcasts, Hiking	107	High	0.68	Optimistic	134	28	0	104	97	0.18	18	Morning	Mutual Match	40	173	62.6	Capricorn	Average	Networking
Transgender	Asexual	Remote Area	Upper-Middle	Master’s	Politics, Photography, Running	19	Low	0.55	Optimistic	177	27	6	7	34	0.09	0	After Midnight	Instant Match	34	148	55.0	Sagittarius	Curvy	Hookups
Genderfluid	Bisexual	Metro	High	Master’s	Parenting, Spirituality, Painting	121	Addicted	0.51	Optimistic	81	8	0	72	86	0.1	22	Early Morning	Catfished	57	150	47.5	Aquarius	Muscular	Casual Dating
Male	Straight	Small Town	Very High	No Formal Education	Pets, Yoga, Poetry	65	High	0.82	Swipe Maniac	163	0	6	170	4	0.09	9	Evening	Relationship Formed	33	154	55.5	Taurus	Slim	Friends Only
Female	Straight	Small Town	Very High	No Formal Education	Yoga, Tattoos, Movies	138	Addicted	0.36	Balanced	153	12	0	374	79	0.19	23	Morning	Chat Ignored	51	182	92.1	Sagittarius	Curvy	Friends Only
Non-binary	Asexual	Small Town	Upper-Middle	Diploma	Investing, Stand-up Comedy, Music	287	Extreme User	0.54	Optimistic	187	24	1	398	83	0.22	8	Morning	One-sided Like	32	198	79.2	Gemini	Athletic	Serious Relationship
Prefer Not to Say	Straight	Rural	Low	Master’s	Podcasts, Stand-up Comedy, Fashion	100	High	0.57	Optimistic	154	6	1	44	48	0.09	21	Morning	One-sided Like	23	153	57.6	Capricorn	Average	Casual Dating
Male	Asexual	Metro	Lower-Middle	MBA	Binge-Watching, Pets, Skating	110	High	0.65	Optimistic	167	25	4	213	86	0.17	6	Evening	Relationship Formed	27	154	68.1	Gemini	Curvy	Friends Only
Transgender	Lesbian	Rural	Very Low	Bachelor’s	Poetry, Fashion, Movies	118	High	0.73	Swipe Maniac	116	26	0	47	55	0.03	4	Morning	Chat Ignored	24	193	98.7	Scorpio	Plus Size	Serious Relationship
Female	Gay	Rural	Upper-Middle	MBA	Stand-up Comedy, Memes, Dancing	76	High	0.58	Optimistic	62	7	6	274	99	0.17	1	Morning	Relationship Formed	50	175	68.0	Taurus	Average	Serious Relationship
Female	Lesbian	Rural	Middle	Postdoc	Parenting, Social Activism, Makeup	109	High	0.52	Optimistic	86	6	5	463	53	0.33	16	Late Night	Relationship Formed	49	161	64.0	Pisces	Muscular	Casual Dating
Transgender	Asexual	Remote Area	Very High	Diploma	Writing, Movies, Spirituality	279	Extreme User	0.36	Balanced	72	27	3	361	82	0.35	12	Afternoon	Blocked	38	192	99.9	Virgo	Average	Friends Only
Transgender	Bisexual	Remote Area	Middle	High School	Languages, Spirituality, History	212	Extreme User	0.57	Optimistic	182	23	2	13	17	0.35	21	Late Night	Relationship Formed	45	156	63.3	Taurus	Plus Size	Casual Dating
Transgender	Demisexual	Metro	Very Low	Master’s	Pets, Fashion, Poetry	82	High	0.69	Optimistic	128	14	1	306	39	0.17	6	After Midnight	Relationship Formed	18	199	107.7	Capricorn	Plus Size	Exploring
Male	Pansexual	Metro	Middle	High School	Movies, MMA, Motorcycling	295	Extreme User	0.73	Swipe Maniac	24	3	1	500	64	0.2	21	Early Morning	Catfished	24	199	94.6	Gemini	Athletic	Serious Relationship
Male	Queer	Suburban	Very High	PhD	Coding, DIY, Reading	276	Extreme User	0.57	Optimistic	19	2	1	459	61	0.42	21	After Midnight	Instant Match	20	166	78.3	Gemini	Curvy	Exploring
Prefer Not to Say	Lesbian	Metro	Very Low	Postdoc	Coding, Sneaker Culture, Fitness	194	Extreme User	0.71	Swipe Maniac	5	3	2	57	61	0.03	13	Afternoon	One-sided Like	50	157	60.6	Gemini	Athletic	Friends Only
Female	Demisexual	Urban	High	PhD	Running, Investing, Reading	188	Extreme User	0.64	Optimistic	79	4	2	255	67	0.34	20	Morning	No Action	57	193	95.0	Pisces	Slim	Casual Dating
Male	Asexual	Remote Area	Middle	High School	Politics, Poetry, Foodie	41	Moderate	0.2	Balanced	98	29	6	433	91	0.32	23	After Midnight	Catfished	42	159	47.8	Aquarius	Slim	Casual Dating
Transgender	Queer	Suburban	Lower-Middle	No Formal Education	Languages, Tech, Cars	8	Very Low	0.49	Optimistic	122	20	2	47	50	0.12	18	Early Morning	Instant Match	39	195	70.0	Pisces	Average	Networking
Genderfluid	Straight	Small Town	Lower-Middle	Master’s	Board Games, Gardening, Memes	292	Extreme User	0.47	Optimistic	82	3	0	157	66	0.39	22	Early Morning	Catfished	41	177	73.0	Pisces	Curvy	Exploring
Female	Demisexual	Metro	Middle	No Formal Education	Tech, Makeup, Investing	238	Extreme User	0.46	Optimistic	50	2	4	35	0	0.64	3	Evening	Blocked	55	187	80.1	Scorpio	Slim	Exploring
Genderfluid	Lesbian	Suburban	High	Bachelor’s	History, Reading, Crafting	100	High	0.13	Choosy	96	21	0	148	13	0.19	1	Evening	Ghosted	36	180	79.1	Taurus	Average	Serious Relationship
Genderfluid	Straight	Rural	High	No Formal Education	Gaming, Painting, History	184	Extreme User	0.51	Optimistic	15	14	6	232	10	0.2	15	Early Morning	Date Happened	53	176	86.7	Aries	Muscular	Networking

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