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	Small Town	Lower-Middle	Master’s	Languages, Foodie, Anime	92	High	0.71	Swipe Maniac	149	21	2	87	87	0.18	11	Morning	Instant Match	52	174	57.8	Libra	Plus Size	Hookups
Male	Demisexual	Urban	Upper-Middle	Master’s	Gardening, Cars, History	43	Moderate	0.22	Balanced	114	2	0	172	6	0.25	16	After Midnight	Mutual Match	41	194	94.1	Sagittarius	Average	Friends Only
Non-binary	Pansexual	Small Town	Very Low	Bachelor’s	Running, Clubbing, Memes	137	Addicted	0.32	Balanced	120	7	6	187	81	0.36	6	Afternoon	Ghosted	19	145	44.8	Aquarius	Average	Casual Dating
Non-binary	Queer	Small Town	High	Bachelor’s	Photography, Clubbing, Writing	297	Extreme User	0.54	Optimistic	76	22	6	292	58	0.06	6	Afternoon	No Action	34	160	71.4	Taurus	Plus Size	Friends Only
Genderfluid	Bisexual	Urban	Lower-Middle	Associate’s	Gardening, Investing, Painting	15	Low	0.66	Optimistic	56	6	0	271	27	0.36	13	Early Morning	One-sided Like	55	166	76.3	Taurus	Slim	Networking
Prefer Not to Say	Bisexual	Suburban	Very High	Postdoc	Startups, Pets, Board Games	19	Low	0.45	Optimistic	131	15	4	273	22	0.5	17	Early Morning	Instant Match	46	181	77.3	Leo	Plus Size	Hookups
Female	Queer	Small Town	Middle	Associate’s	Hiking, Coding, Languages	222	Extreme User	0.6	Optimistic	47	10	5	32	40	0.2	5	Early Morning	Date Happened	48	186	78.2	Libra	Athletic	Friends Only
Prefer Not to Say	Pansexual	Metro	Lower-Middle	Associate’s	Foodie, Tattoos, Politics	247	Extreme User	0.34	Balanced	200	16	0	51	65	0.42	18	Early Morning	Instant Match	59	171	87.1	Scorpio	Slim	Friends Only
Transgender	Queer	Suburban	Lower-Middle	Bachelor’s	DIY, Gardening, Reading	245	Extreme User	0.23	Balanced	113	23	3	477	20	0.08	18	Evening	Catfished	45	192	97.7	Capricorn	Curvy	Networking
Male	Pansexual	Suburban	Low	MBA	Traveling, Meditation, Startups	294	Extreme User	0.3	Balanced	65	28	3	322	55	0.36	8	Afternoon	Mutual Match	27	149	60.8	Scorpio	Curvy	Networking
Genderfluid	Straight	Remote Area	Very Low	High School	Gaming, Painting, Startups	283	Extreme User	0.62	Optimistic	87	15	1	295	2	0.25	17	Morning	Instant Match	27	166	67.2	Scorpio	Athletic	Hookups
Female	Gay	Remote Area	Very Low	Postdoc	Startups, Poetry, K-pop	267	Extreme User	0.77	Swipe Maniac	74	28	2	87	83	0.55	9	Evening	No Action	34	187	87.8	Scorpio	Slim	Hookups
Prefer Not to Say	Pansexual	Small Town	Very High	PhD	Meditation, Cars, Running	87	High	0.54	Optimistic	143	29	2	421	99	0.34	15	Afternoon	Catfished	30	187	88.5	Gemini	Curvy	Casual Dating
Non-binary	Lesbian	Small Town	High	High School	Meditation, Gaming, Pets	73	High	0.43	Optimistic	18	14	5	298	59	0.4	23	Late Night	Catfished	33	165	60.2	Cancer	Average	Hookups
Prefer Not to Say	Gay	Suburban	Lower-Middle	Postdoc	Painting, Fashion, Podcasts	231	Extreme User	0.37	Balanced	20	14	0	474	42	0.57	18	Late Night	No Action	42	158	48.7	Sagittarius	Plus Size	Casual Dating
Non-binary	Asexual	Urban	Very High	Bachelor’s	Tech, Board Games, Gardening	81	High	0.6	Optimistic	133	12	4	53	10	0.13	5	After Midnight	Blocked	43	153	47.3	Leo	Average	Hookups
Prefer Not to Say	Straight	Suburban	Upper-Middle	Postdoc	Astrology, Crafting, Board Games	274	Extreme User	0.85	Swipe Maniac	29	24	0	295	31	0.3	19	Evening	Relationship Formed	21	175	89.7	Capricorn	Slim	Serious Relationship
Male	Pansexual	Rural	Upper-Middle	No Formal Education	Music, Sneaker Culture, History	293	Extreme User	0.63	Optimistic	161	27	1	426	13	0.38	14	Evening	Catfished	37	170	79.2	Aquarius	Athletic	Exploring
Male	Asexual	Rural	Low	Postdoc	Board Games, Meditation, Tech	113	High	0.85	Swipe Maniac	95	2	5	424	84	0.5	10	After Midnight	Relationship Formed	35	175	68.3	Virgo	Curvy	Exploring
Genderfluid	Straight	Remote Area	Middle	No Formal Education	K-pop, Foodie, Fashion	64	High	0.8	Swipe Maniac	172	12	0	382	95	0.56	3	Early Morning	Catfished	44	196	108.3	Aries	Average	Networking
Female	Gay	Urban	Low	Postdoc	Traveling, Makeup, Skating	157	Addicted	0.7	Swipe Maniac	34	20	6	161	44	0.09	3	Morning	Chat Ignored	57	163	76.3	Aquarius	Plus Size	Networking
Male	Straight	Remote Area	Upper-Middle	Master’s	Painting, Movies, Investing	62	High	0.54	Optimistic	10	4	2	31	17	0.47	9	Morning	Date Happened	37	182	64.6	Capricorn	Athletic	Serious Relationship
Female	Demisexual	Urban	Lower-Middle	Postdoc	Gardening, Tech, DIY	205	Extreme User	0.75	Swipe Maniac	35	29	3	40	27	0.51	22	Afternoon	Relationship Formed	57	177	91.5	Scorpio	Muscular	Networking
Prefer Not to Say	Demisexual	Small Town	Low	Associate’s	Writing, Fitness, History	30	Moderate	0.57	Optimistic	180	0	5	170	69	0.45	10	Evening	One-sided Like	58	177	69.9	Libra	Muscular	Hookups
Non-binary	Pansexual	Metro	High	Associate’s	Reading, Social Activism, Astrology	197	Extreme User	0.62	Optimistic	96	7	4	249	72	0.16	5	Afternoon	Instant Match	49	194	84.7	Virgo	Slim	Exploring
Male	Gay	Metro	Lower-Middle	Associate’s	Binge-Watching, MMA, History	21	Low	0.76	Swipe Maniac	168	4	6	260	30	0.37	15	Evening	Ghosted	24	164	55.9	Cancer	Muscular	Hookups
Transgender	Straight	Suburban	Upper-Middle	MBA	Social Activism, DIY, Poetry	2	Barely	0.57	Optimistic	87	29	1	151	22	0.42	16	Early Morning	Chat Ignored	24	150	57.8	Pisces	Average	Casual Dating
Non-binary	Pansexual	Urban	Very High	MBA	Cooking, Dancing, Movies	236	Extreme User	0.19	Choosy	82	20	1	171	68	0.46	20	Afternoon	Chat Ignored	34	151	52.7	Pisces	Athletic	Exploring
Non-binary	Straight	Rural	Very Low	No Formal Education	Fashion, K-pop, Languages	279	Extreme User	0.19	Choosy	0	0	3	109	1	0.15	8	Morning	Date Happened	46	169	82.8	Sagittarius	Curvy	Networking
Transgender	Bisexual	Metro	Low	Postdoc	Movies, Spirituality, Podcasts	132	Addicted	0.32	Balanced	173	8	3	59	67	0.33	18	Morning	Catfished	42	172	82.2	Capricorn	Curvy	Serious Relationship
Non-binary	Bisexual	Urban	Upper-Middle	MBA	Makeup, Dancing, Poetry	253	Extreme User	0.28	Balanced	102	8	5	387	84	0.44	19	After Midnight	Mutual Match	56	188	79.2	Taurus	Muscular	Exploring
Genderfluid	Lesbian	Suburban	Upper-Middle	Postdoc	Crafting, Art, History	260	Extreme User	0.37	Balanced	116	24	2	446	40	0.03	11	Early Morning	Blocked	57	180	71.0	Sagittarius	Muscular	Friends Only
Non-binary	Queer	Suburban	Very High	PhD	Photography, Clubbing, Art	100	High	0.74	Swipe Maniac	5	5	3	412	70	0.55	17	Early Morning	One-sided Like	48	180	59.3	Aries	Slim	Casual Dating
Transgender	Pansexual	Remote Area	Very High	No Formal Education	Fashion, Memes, Tech	257	Extreme User	0.49	Optimistic	194	16	0	259	63	0.09	6	Late Night	Date Happened	21	167	82.8	Sagittarius	Plus Size	Friends Only
Transgender	Asexual	Small Town	Low	Associate’s	Tech, Binge-Watching, Coding	243	Extreme User	0.58	Optimistic	115	0	6	128	12	0.31	7	After Midnight	Mutual Match	43	162	66.1	Taurus	Slim	Friends Only
Genderfluid	Straight	Small Town	Very Low	Master’s	Fashion, Investing, Podcasts	214	Extreme User	0.23	Balanced	5	1	4	65	50	0.56	4	Afternoon	No Action	34	183	79.4	Capricorn	Plus Size	Networking
Female	Straight	Rural	Very Low	Diploma	Politics, Reading, History	17	Low	0.7	Swipe Maniac	185	20	2	230	59	0.43	4	Early Morning	No Action	59	146	54.4	Aries	Average	Serious Relationship
Non-binary	Gay	Urban	Very Low	PhD	Motorcycling, Meditation, Parenting	139	Addicted	0.43	Optimistic	25	18	1	81	34	0.39	11	Morning	Relationship Formed	32	197	95.9	Scorpio	Average	Casual Dating
Prefer Not to Say	Gay	Urban	Upper-Middle	PhD	Parenting, History, Memes	50	Moderate	0.42	Optimistic	162	29	1	73	96	0.52	8	Late Night	Date Happened	22	153	56.9	Cancer	Muscular	Casual Dating
Male	Queer	Suburban	High	MBA	Spirituality, Makeup, Poetry	104	High	0.5	Optimistic	46	5	2	40	63	0.62	9	Morning	Ghosted	46	166	50.2	Leo	Plus Size	Casual Dating
Non-binary	Straight	Rural	Very High	Associate’s	Pets, Poetry, Movies	55	Moderate	0.24	Balanced	136	26	4	26	4	0.38	6	Afternoon	Chat Ignored	56	199	73.3	Gemini	Athletic	Friends Only
Genderfluid	Demisexual	Urban	High	MBA	Tech, Gaming, Skating	6	Very Low	0.37	Balanced	38	17	3	229	88	0.29	20	Morning	Mutual Match	46	184	71.1	Virgo	Curvy	Hookups
Female	Straight	Urban	Upper-Middle	Master’s	Fitness, Binge-Watching, Poetry	69	High	0.6	Optimistic	17	11	1	209	69	0.21	18	Early Morning	Mutual Match	43	179	74.0	Sagittarius	Muscular	Serious Relationship
Non-binary	Queer	Metro	Upper-Middle	Master’s	Music, Gaming, Movies	253	Extreme User	0.64	Optimistic	62	4	2	489	72	0.07	0	Early Morning	Date Happened	39	191	108.0	Virgo	Slim	Hookups
Female	Queer	Urban	Low	No Formal Education	Social Activism, Running, Anime	82	High	0.42	Optimistic	23	3	1	276	48	0.32	18	Early Morning	Relationship Formed	37	200	90.8	Libra	Muscular	Networking
Transgender	Gay	Remote Area	Middle	PhD	Yoga, Pets, Photography	12	Very Low	0.5	Optimistic	64	10	6	472	90	0.19	8	After Midnight	Chat Ignored	33	188	79.5	Sagittarius	Plus Size	Serious Relationship
Male	Queer	Urban	Upper-Middle	Diploma	Languages, Cooking, Skating	3	Barely	0.5	Optimistic	116	8	2	125	52	0.2	1	Morning	Blocked	57	172	80.5	Scorpio	Athletic	Exploring
Non-binary	Pansexual	Suburban	Low	Master’s	Yoga, Reading, Social Activism	203	Extreme User	0.33	Balanced	3	1	2	92	27	0.08	18	Afternoon	One-sided Like	30	181	71.4	Taurus	Plus Size	Friends Only
Female	Straight	Small Town	Lower-Middle	Bachelor’s	Sneaker Culture, Running, Skating	92	High	0.6	Optimistic	96	19	0	106	86	0.15	5	Evening	Instant Match	41	175	91.3	Gemini	Plus Size	Friends Only
Non-binary	Gay	Suburban	Low	PhD	Poetry, Reading, Social Activism	238	Extreme User	0.54	Optimistic	154	26	2	368	71	0.59	0	After Midnight	Ghosted	34	161	51.6	Pisces	Muscular	Serious Relationship
Non-binary	Asexual	Remote Area	Lower-Middle	Postdoc	Writing, Photography, DIY	18	Low	0.63	Optimistic	33	3	0	294	85	0.12	3	Afternoon	Relationship Formed	46	168	57.9	Gemini	Slim	Exploring
Genderfluid	Gay	Suburban	Very High	MBA	Painting, Binge-Watching, Crafting	146	Addicted	0.09	Choosy	187	19	6	274	52	0.15	8	Evening	Relationship Formed	36	160	67.6	Pisces	Slim	Serious Relationship
Transgender	Demisexual	Suburban	Low	PhD	DIY, Gaming, Hiking	256	Extreme User	0.44	Optimistic	134	8	2	233	33	0.43	0	Late Night	Blocked	37	154	47.9	Pisces	Curvy	Exploring
Transgender	Gay	Small Town	Very Low	No Formal Education	Gardening, Coding, History	290	Extreme User	0.35	Balanced	33	2	3	153	5	0.2	1	Evening	Catfished	19	161	59.1	Capricorn	Plus Size	Serious Relationship
Prefer Not to Say	Bisexual	Metro	Upper-Middle	Diploma	Fashion, Foodie, Politics	142	Addicted	0.81	Swipe Maniac	138	8	4	223	34	0.15	14	Early Morning	Relationship Formed	30	174	59.6	Gemini	Slim	Hookups
Female	Gay	Suburban	Upper-Middle	Postdoc	Poetry, Foodie, Art	221	Extreme User	0.39	Balanced	47	4	5	438	1	0.16	5	Early Morning	Ghosted	34	170	52.6	Aquarius	Athletic	Networking
Female	Queer	Remote Area	High	Diploma	Hiking, Writing, Astrology	0	Barely	0.38	Balanced	53	24	1	1	7	0.29	0	Early Morning	Relationship Formed	39	178	79.2	Aquarius	Curvy	Hookups
Genderfluid	Demisexual	Suburban	Very High	Bachelor’s	Sneaker Culture, Parenting, Binge-Watching	232	Extreme User	0.27	Balanced	61	18	0	313	0	0.48	0	Late Night	Relationship Formed	20	191	108.7	Capricorn	Average	Serious Relationship
Genderfluid	Gay	Urban	Lower-Middle	High School	Binge-Watching, Hiking, Music	296	Extreme User	0.7	Swipe Maniac	23	12	4	385	94	0.19	20	Morning	Blocked	20	150	41.6	Gemini	Muscular	Exploring
Female	Queer	Suburban	Middle	Postdoc	Makeup, Tattoos, Clubbing	22	Low	0.35	Balanced	99	0	4	407	93	0.34	10	Afternoon	Relationship Formed	45	184	99.5	Cancer	Slim	Serious Relationship
Male	Demisexual	Metro	Lower-Middle	MBA	Fitness, Dancing, Gaming	11	Very Low	0.23	Balanced	152	26	6	497	75	0.5	16	Afternoon	Blocked	19	193	101.3	Taurus	Muscular	Serious Relationship
Female	Demisexual	Urban	Very Low	Associate’s	Running, Reading, Movies	267	Extreme User	0.61	Optimistic	21	10	0	339	77	0.19	17	After Midnight	Instant Match	23	196	90.7	Capricorn	Curvy	Hookups
Prefer Not to Say	Pansexual	Rural	Upper-Middle	Diploma	Crafting, Makeup, Memes	76	High	0.25	Balanced	4	1	5	133	85	0.08	0	Early Morning	Instant Match	28	188	79.5	Leo	Average	Hookups
Female	Asexual	Suburban	Lower-Middle	MBA	Poetry, Music, Running	164	Addicted	0.76	Swipe Maniac	96	30	4	310	76	0.3	8	Afternoon	Catfished	48	167	59.7	Gemini	Plus Size	Casual Dating
Prefer Not to Say	Pansexual	Metro	Middle	PhD	Yoga, Parenting, Gaming	48	Moderate	0.42	Optimistic	14	8	1	136	82	0.3	23	Early Morning	Ghosted	34	171	80.1	Aries	Slim	Serious Relationship
Prefer Not to Say	Gay	Remote Area	Upper-Middle	Diploma	Traveling, Social Activism, Politics	262	Extreme User	0.5	Optimistic	114	19	6	147	0	0.28	4	Evening	Ghosted	48	152	65.6	Libra	Curvy	Networking
Male	Asexual	Small Town	Very Low	PhD	Spirituality, Motorcycling, Foodie	69	High	0.47	Optimistic	119	7	6	467	45	0.24	20	Morning	Chat Ignored	33	162	54.6	Pisces	Slim	Friends Only
Non-binary	Lesbian	Suburban	Lower-Middle	PhD	Music, Hiking, Coding	44	Moderate	0.64	Optimistic	40	19	0	395	71	0.39	4	Late Night	Instant Match	28	156	58.9	Pisces	Curvy	Networking
Male	Gay	Remote Area	Middle	High School	Podcasts, Pets, Foodie	177	Addicted	0.56	Optimistic	144	0	2	340	50	0.14	3	Early Morning	Mutual Match	38	178	85.5	Aries	Muscular	Serious Relationship
Transgender	Lesbian	Suburban	Very Low	Bachelor’s	Board Games, Poetry, Music	27	Low	0.66	Optimistic	21	4	4	124	66	0.68	4	Evening	One-sided Like	57	187	76.2	Pisces	Average	Exploring
Male	Gay	Remote Area	High	Diploma	Fashion, Traveling, Makeup	218	Extreme User	0.24	Balanced	17	11	0	64	3	0.28	20	Afternoon	Relationship Formed	40	186	95.8	Gemini	Athletic	Exploring
Prefer Not to Say	Asexual	Urban	Middle	MBA	Board Games, Crafting, Foodie	114	High	0.48	Optimistic	197	28	5	467	96	0.41	8	Afternoon	Chat Ignored	22	168	71.1	Libra	Plus Size	Friends Only
Prefer Not to Say	Straight	Rural	High	Diploma	Yoga, Running, Poetry	112	High	0.73	Swipe Maniac	162	9	3	422	3	0.5	3	Late Night	One-sided Like	52	180	82.0	Virgo	Average	Hookups
Non-binary	Bisexual	Urban	Lower-Middle	PhD	Tattoos, Sneaker Culture, Podcasts	104	High	0.37	Balanced	187	9	3	432	19	0.36	8	Morning	Instant Match	51	183	66.6	Gemini	Average	Serious Relationship
Genderfluid	Demisexual	Urban	Middle	MBA	Painting, Anime, Foodie	51	Moderate	0.7	Swipe Maniac	191	21	1	422	58	0.19	21	Morning	Chat Ignored	27	168	56.7	Cancer	Plus Size	Serious Relationship
Transgender	Straight	Small Town	Middle	MBA	Parenting, DIY, Writing	204	Extreme User	0.54	Optimistic	39	27	1	141	9	0.37	19	Evening	Chat Ignored	22	163	70.4	Gemini	Curvy	Friends Only
Genderfluid	Queer	Small Town	Very High	Bachelor’s	History, Coding, Skating	239	Extreme User	0.51	Optimistic	20	5	4	30	81	0.38	6	Afternoon	Mutual Match	30	180	83.6	Aries	Average	Casual Dating
Male	Demisexual	Urban	Very High	Postdoc	Memes, Investing, Makeup	247	Extreme User	0.69	Optimistic	77	4	1	120	40	0.1	8	Morning	No Action	55	196	83.0	Capricorn	Average	Networking
Male	Pansexual	Remote Area	Middle	MBA	Languages, Yoga, Photography	77	High	0.53	Optimistic	22	10	6	326	55	0.04	8	Late Night	Instant Match	49	168	55.0	Gemini	Plus Size	Hookups
Female	Asexual	Rural	Upper-Middle	Diploma	Music, Binge-Watching, K-pop	141	Addicted	0.24	Balanced	72	20	6	45	98	0.29	3	Early Morning	Catfished	51	165	81.7	Gemini	Plus Size	Casual Dating
Transgender	Bisexual	Small Town	Upper-Middle	High School	Stand-up Comedy, Yoga, Clubbing	127	Addicted	0.83	Swipe Maniac	0	0	1	157	28	0.03	10	After Midnight	Catfished	41	168	66.9	Aquarius	Muscular	Networking
Non-binary	Lesbian	Remote Area	Very Low	Postdoc	Stand-up Comedy, Art, Meditation	214	Extreme User	0.56	Optimistic	137	0	3	207	33	0.26	0	Afternoon	One-sided Like	39	158	73.6	Sagittarius	Average	Hookups
Male	Straight	Suburban	Very Low	Diploma	Cars, Memes, Fashion	142	Addicted	0.62	Optimistic	21	5	1	441	3	0.36	3	After Midnight	Chat Ignored	29	174	65.1	Sagittarius	Slim	Hookups
Male	Pansexual	Small Town	High	Postdoc	Board Games, Hiking, Fitness	254	Extreme User	0.39	Balanced	36	3	5	373	82	0.27	16	Evening	Mutual Match	56	180	58.3	Virgo	Average	Hookups
Male	Bisexual	Suburban	Very Low	Associate’s	Movies, Startups, Running	281	Extreme User	0.46	Optimistic	151	19	4	467	6	0.5	2	Early Morning	No Action	18	187	83.2	Aquarius	Athletic	Hookups
Male	Straight	Suburban	Lower-Middle	PhD	Photography, Fitness, Movies	254	Extreme User	0.94	Swipe Maniac	191	3	4	421	59	0.25	20	Late Night	Chat Ignored	27	156	51.6	Aquarius	Muscular	Exploring
Male	Gay	Remote Area	Very High	MBA	Yoga, Crafting, Writing	26	Low	0.63	Optimistic	184	16	2	50	74	0.16	20	Afternoon	Date Happened	52	179	85.2	Aquarius	Curvy	Serious Relationship
Genderfluid	Asexual	Rural	Very Low	High School	Cooking, Tech, Running	174	Addicted	0.96	Swipe Maniac	57	10	4	84	90	0.19	3	Early Morning	Date Happened	36	148	42.5	Cancer	Average	Serious Relationship
Female	Queer	Small Town	High	No Formal Education	Skating, Traveling, Clubbing	28	Low	0.57	Optimistic	183	7	3	57	53	0.5	3	Evening	Mutual Match	20	149	44.8	Sagittarius	Muscular	Exploring
Genderfluid	Gay	Small Town	Middle	Diploma	Traveling, Fashion, MMA	196	Extreme User	0.69	Optimistic	64	15	3	396	15	0.15	17	Morning	Date Happened	57	149	56.2	Aquarius	Muscular	Networking
Non-binary	Bisexual	Urban	Middle	MBA	Languages, Movies, Hiking	93	High	0.91	Swipe Maniac	73	17	0	344	92	0.36	22	Late Night	Instant Match	26	184	63.3	Leo	Plus Size	Hookups
Non-binary	Queer	Small Town	Very Low	No Formal Education	Anime, Social Activism, Spirituality	150	Addicted	0.4	Optimistic	49	25	6	69	27	0.31	12	Morning	Ghosted	24	177	68.6	Libra	Muscular	Serious Relationship
Male	Demisexual	Small Town	Very Low	MBA	Startups, K-pop, Crafting	195	Extreme User	0.81	Swipe Maniac	141	11	6	233	33	0.6	12	After Midnight	Date Happened	31	153	48.7	Taurus	Curvy	Serious Relationship
Male	Demisexual	Metro	High	Master’s	Cooking, Board Games, History	60	High	1.0	Swipe Maniac	62	18	6	468	46	0.16	22	After Midnight	Ghosted	35	150	41.4	Scorpio	Athletic	Exploring
Male	Asexual	Urban	High	High School	Poetry, Memes, Yoga	198	Extreme User	0.24	Balanced	18	0	3	475	1	0.38	6	Morning	Instant Match	50	191	87.2	Virgo	Plus Size	Hookups
Male	Pansexual	Suburban	Lower-Middle	Associate’s	Motorcycling, Sneaker Culture, Photography	275	Extreme User	0.76	Swipe Maniac	56	18	1	147	69	0.38	9	Late Night	One-sided Like	43	180	93.0	Sagittarius	Muscular	Serious Relationship
Female	Straight	Urban	Lower-Middle	High School	Sneaker Culture, Board Games, Startups	38	Moderate	0.26	Balanced	3	2	6	117	5	0.14	4	Early Morning	Instant Match	42	164	63.7	Virgo	Slim	Friends Only
Male	Demisexual	Metro	High	Master’s	Crafting, Parenting, Languages	198	Extreme User	0.76	Swipe Maniac	178	9	3	365	31	0.48	7	After Midnight	Catfished	39	165	51.2	Aries	Plus Size	Networking
Non-binary	Bisexual	Rural	Upper-Middle	High School	Reading, Hiking, Foodie	8	Very Low	0.23	Balanced	30	28	6	141	63	0.28	13	Afternoon	Ghosted	59	186	100.0	Capricorn	Athletic	Serious Relationship
Transgender	Demisexual	Urban	Lower-Middle	PhD	Fitness, Languages, Astrology	164	Addicted	0.4	Optimistic	190	24	6	56	17	0.44	17	Early Morning	Date Happened	52	165	50.4	Virgo	Athletic	Hookups

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