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
Prefer Not to Say	Straight	Metro	Low	No Formal Education	Investing, Languages, Coding	206	Extreme User	0.71	Swipe Maniac	28	19	4	300	49	0.44	7	Morning	Chat Ignored	44	178	62.1	Sagittarius	Muscular	Friends Only
Non-binary	Pansexual	Remote Area	Middle	No Formal Education	Music, Photography, K-pop	287	Extreme User	0.37	Balanced	173	3	5	482	57	0.3	4	Afternoon	No Action	52	164	55.4	Leo	Curvy	Serious Relationship
Genderfluid	Gay	Suburban	Lower-Middle	PhD	Makeup, Cars, Writing	101	High	0.82	Swipe Maniac	31	26	2	436	41	0.36	19	Late Night	Catfished	50	180	89.1	Gemini	Average	Casual Dating
Male	Lesbian	Metro	Very High	Associate’s	Meditation, Fashion, Movies	5	Very Low	0.22	Balanced	54	23	5	213	45	0.29	0	Afternoon	Mutual Match	33	154	44.6	Scorpio	Athletic	Friends Only
Male	Asexual	Rural	Lower-Middle	Diploma	Writing, Motorcycling, Tech	214	Extreme User	0.62	Optimistic	26	16	5	73	4	0.16	15	After Midnight	No Action	47	163	79.7	Cancer	Slim	Exploring
Prefer Not to Say	Bisexual	Small Town	Low	PhD	Foodie, Sneaker Culture, Anime	85	High	0.31	Balanced	42	25	0	331	12	0.5	19	Late Night	Instant Match	19	183	98.5	Scorpio	Slim	Exploring
Female	Lesbian	Metro	Upper-Middle	Bachelor’s	Board Games, Motorcycling, Podcasts	10	Very Low	0.67	Optimistic	85	11	1	206	53	0.37	9	Afternoon	Catfished	32	164	73.4	Leo	Athletic	Casual Dating
Transgender	Pansexual	Suburban	Middle	High School	DIY, Foodie, Fitness	110	High	0.56	Optimistic	122	1	6	487	39	0.21	9	Early Morning	Date Happened	59	158	61.4	Cancer	Slim	Hookups
Prefer Not to Say	Asexual	Small Town	Low	PhD	Podcasts, Foodie, Meditation	300	Extreme User	0.25	Balanced	54	17	5	217	78	0.17	17	Early Morning	Date Happened	21	169	56.0	Gemini	Athletic	Casual Dating
Prefer Not to Say	Straight	Urban	Low	High School	MMA, Stand-up Comedy, Politics	170	Addicted	0.16	Choosy	80	21	2	477	49	0.22	22	Afternoon	Mutual Match	49	171	62.9	Aries	Average	Hookups
Transgender	Queer	Rural	Middle	Associate’s	Running, Makeup, Cars	238	Extreme User	0.61	Optimistic	189	14	1	29	1	0.3	16	Early Morning	Mutual Match	47	191	104.0	Cancer	Plus Size	Friends Only
Genderfluid	Lesbian	Metro	Upper-Middle	Postdoc	Clubbing, Art, Reading	168	Addicted	0.42	Optimistic	77	14	4	193	46	0.27	8	Early Morning	Chat Ignored	44	172	64.8	Sagittarius	Slim	Casual Dating
Transgender	Pansexual	Remote Area	High	Master’s	Memes, Cars, Spirituality	166	Addicted	0.76	Swipe Maniac	135	11	5	336	32	0.62	3	Afternoon	Mutual Match	24	189	99.7	Leo	Muscular	Serious Relationship
Transgender	Gay	Urban	Lower-Middle	No Formal Education	Fitness, Photography, DIY	8	Very Low	0.56	Optimistic	12	4	4	104	42	0.2	10	Afternoon	Ghosted	57	148	63.3	Sagittarius	Average	Hookups
Transgender	Queer	Small Town	High	Bachelor’s	K-pop, Coding, Yoga	189	Extreme User	0.56	Optimistic	79	11	0	30	28	0.11	8	After Midnight	Date Happened	21	183	77.4	Taurus	Athletic	Serious Relationship
Prefer Not to Say	Pansexual	Small Town	Upper-Middle	No Formal Education	Board Games, Running, Makeup	263	Extreme User	0.24	Balanced	45	30	0	494	31	0.34	4	Evening	Mutual Match	25	192	85.5	Aries	Athletic	Exploring
Transgender	Straight	Urban	Lower-Middle	Bachelor’s	Binge-Watching, Photography, Fitness	0	Barely	0.76	Swipe Maniac	198	28	3	364	75	0.43	20	After Midnight	Ghosted	46	193	97.6	Sagittarius	Slim	Networking
Prefer Not to Say	Queer	Small Town	Middle	Master’s	Meditation, Hiking, Painting	13	Very Low	0.74	Swipe Maniac	108	28	4	179	6	0.43	0	After Midnight	Ghosted	43	178	67.2	Gemini	Athletic	Casual Dating
Male	Gay	Suburban	Low	PhD	Crafting, Cooking, Cars	54	Moderate	0.71	Swipe Maniac	172	22	4	302	78	0.61	10	After Midnight	Chat Ignored	46	182	68.2	Leo	Plus Size	Serious Relationship
Transgender	Gay	Small Town	Middle	Bachelor’s	Social Activism, Crafting, Board Games	73	High	0.41	Optimistic	189	14	3	414	84	0.44	2	Early Morning	Mutual Match	56	160	48.4	Pisces	Muscular	Exploring
Female	Bisexual	Rural	Middle	MBA	Tattoos, Motorcycling, Social Activism	260	Extreme User	0.52	Optimistic	125	30	1	469	9	0.05	10	After Midnight	Relationship Formed	46	186	79.9	Pisces	Curvy	Exploring
Prefer Not to Say	Gay	Urban	Very High	Associate’s	Binge-Watching, Music, Gardening	250	Extreme User	0.52	Optimistic	22	1	5	336	9	0.03	7	Late Night	Blocked	34	191	85.4	Virgo	Athletic	Casual Dating
Male	Queer	Urban	Very High	MBA	K-pop, Spirituality, Parenting	116	High	0.31	Balanced	44	15	6	283	94	0.31	8	Late Night	Blocked	32	147	57.3	Leo	Athletic	Networking
Transgender	Straight	Suburban	Very Low	Master’s	Clubbing, Poetry, Cooking	134	Addicted	0.44	Optimistic	0	0	5	440	70	0.37	2	Afternoon	One-sided Like	41	154	56.4	Sagittarius	Athletic	Casual Dating
Genderfluid	Bisexual	Small Town	Very High	No Formal Education	Politics, Languages, Reading	102	High	0.13	Choosy	25	22	2	144	91	0.04	18	Evening	Ghosted	41	178	59.2	Capricorn	Plus Size	Networking
Male	Gay	Metro	Upper-Middle	PhD	Motorcycling, Coding, K-pop	82	High	0.18	Choosy	77	28	2	419	56	0.03	4	Afternoon	Chat Ignored	39	157	57.4	Scorpio	Athletic	Serious Relationship
Female	Asexual	Metro	High	Diploma	Anime, Board Games, Podcasts	163	Addicted	0.65	Optimistic	68	9	0	51	76	0.54	6	Early Morning	Relationship Formed	53	183	85.7	Scorpio	Plus Size	Hookups
Prefer Not to Say	Gay	Remote Area	High	MBA	Cars, Startups, Meditation	246	Extreme User	0.74	Swipe Maniac	71	4	6	348	31	0.18	10	Morning	Ghosted	47	173	82.9	Gemini	Curvy	Casual Dating
Transgender	Demisexual	Rural	Very High	Diploma	Sneaker Culture, K-pop, Tech	3	Barely	0.0	Choosy	45	24	2	173	83	0.46	0	Late Night	Blocked	19	176	92.3	Aries	Muscular	Casual Dating
Female	Queer	Rural	Very Low	PhD	Gaming, Music, Reading	255	Extreme User	0.85	Swipe Maniac	138	11	3	246	28	0.22	15	Late Night	Chat Ignored	26	152	64.9	Scorpio	Athletic	Serious Relationship
Male	Gay	Metro	Upper-Middle	Master’s	Poetry, Cars, Languages	191	Extreme User	0.75	Swipe Maniac	70	2	0	145	99	0.36	5	After Midnight	Ghosted	32	183	67.3	Virgo	Curvy	Casual Dating
Transgender	Straight	Remote Area	Lower-Middle	PhD	Makeup, Social Activism, Anime	17	Low	0.56	Optimistic	65	11	2	252	13	0.33	7	After Midnight	One-sided Like	38	186	88.9	Taurus	Athletic	Exploring
Transgender	Gay	Metro	Very High	Bachelor’s	Poetry, MMA, Hiking	156	Addicted	0.57	Optimistic	55	15	5	336	17	0.31	0	Afternoon	Ghosted	36	181	71.1	Virgo	Average	Friends Only
Female	Bisexual	Small Town	Upper-Middle	No Formal Education	Motorcycling, Stand-up Comedy, Fashion	278	Extreme User	0.08	Choosy	127	15	1	477	1	0.59	3	Late Night	Blocked	59	156	48.7	Pisces	Average	Serious Relationship
Female	Pansexual	Urban	Upper-Middle	No Formal Education	Anime, Hiking, Spirituality	75	High	0.29	Balanced	116	1	5	271	14	0.45	4	After Midnight	Ghosted	58	161	62.5	Libra	Slim	Friends Only
Non-binary	Demisexual	Rural	Middle	Associate’s	Parenting, Poetry, Photography	97	High	0.01	Choosy	21	18	5	59	75	0.21	5	Early Morning	Relationship Formed	45	181	82.6	Capricorn	Plus Size	Friends Only
Transgender	Pansexual	Urban	Middle	Diploma	Painting, Stand-up Comedy, Poetry	79	High	0.43	Optimistic	136	7	5	263	89	0.17	4	Late Night	Chat Ignored	39	159	68.3	Virgo	Athletic	Casual Dating
Transgender	Demisexual	Remote Area	Very Low	Diploma	Foodie, Coding, Fitness	115	High	0.4	Optimistic	41	26	0	111	58	0.35	7	Afternoon	Relationship Formed	24	150	56.5	Libra	Slim	Networking
Genderfluid	Bisexual	Suburban	High	High School	Spirituality, Parenting, Meditation	177	Addicted	0.53	Optimistic	183	24	6	357	62	0.2	11	Afternoon	Mutual Match	20	192	93.3	Libra	Plus Size	Exploring
Male	Demisexual	Suburban	Upper-Middle	Diploma	Fitness, Fashion, Makeup	76	High	0.77	Swipe Maniac	75	4	6	385	2	0.16	6	Evening	One-sided Like	25	160	74.8	Aries	Plus Size	Networking
Male	Asexual	Metro	Upper-Middle	No Formal Education	Binge-Watching, Fashion, Languages	6	Very Low	0.56	Optimistic	96	24	2	137	6	0.33	20	After Midnight	Instant Match	42	146	51.8	Pisces	Plus Size	Casual Dating
Female	Straight	Urban	Upper-Middle	High School	Traveling, Painting, Astrology	223	Extreme User	0.83	Swipe Maniac	85	2	2	82	34	0.29	14	Morning	One-sided Like	39	155	54.8	Taurus	Average	Casual Dating
Non-binary	Queer	Urban	Upper-Middle	High School	Fitness, Tattoos, Movies	71	High	0.58	Optimistic	151	22	5	29	90	0.22	21	After Midnight	Relationship Formed	34	158	59.9	Pisces	Average	Exploring
Prefer Not to Say	Straight	Metro	Middle	Bachelor’s	Foodie, Yoga, Traveling	125	Addicted	0.52	Optimistic	74	4	2	20	82	0.25	19	After Midnight	Mutual Match	43	169	54.0	Aquarius	Plus Size	Exploring
Genderfluid	Demisexual	Small Town	High	MBA	Sneaker Culture, Reading, Photography	28	Low	0.44	Optimistic	123	15	2	324	17	0.46	22	Evening	No Action	30	151	41.7	Virgo	Curvy	Friends Only
Prefer Not to Say	Demisexual	Small Town	Very Low	MBA	Meditation, Anime, Tech	47	Moderate	0.46	Optimistic	165	27	3	79	56	0.36	2	After Midnight	Chat Ignored	23	153	57.4	Libra	Average	Networking
Female	Pansexual	Remote Area	Very High	Bachelor’s	Stand-up Comedy, Photography, Fashion	268	Extreme User	0.31	Balanced	35	29	4	462	38	0.6	6	After Midnight	Relationship Formed	27	200	111.6	Scorpio	Athletic	Casual Dating
Transgender	Straight	Remote Area	Very High	PhD	Coding, Pets, Reading	203	Extreme User	0.64	Optimistic	143	5	0	221	74	0.34	5	Late Night	Date Happened	18	156	54.5	Aquarius	Slim	Networking
Male	Demisexual	Metro	Very Low	Postdoc	Reading, Memes, Coding	122	Addicted	0.71	Swipe Maniac	155	23	4	458	75	0.26	14	Afternoon	Blocked	27	159	70.3	Aries	Slim	Serious Relationship
Transgender	Gay	Metro	Very High	High School	Running, Sneaker Culture, Languages	146	Addicted	0.76	Swipe Maniac	69	18	3	70	13	0.14	20	Evening	Relationship Formed	28	159	73.3	Capricorn	Muscular	Hookups
Male	Lesbian	Suburban	Low	Bachelor’s	Foodie, Fitness, Pets	213	Extreme User	1.0	Swipe Maniac	116	14	1	409	20	0.46	12	Afternoon	Ghosted	19	160	69.6	Gemini	Plus Size	Serious Relationship
Male	Demisexual	Rural	Upper-Middle	Postdoc	Traveling, Photography, Anime	170	Addicted	0.8	Swipe Maniac	103	18	4	388	41	0.22	2	Morning	Mutual Match	47	194	89.2	Capricorn	Curvy	Exploring
Genderfluid	Gay	Rural	Very Low	High School	Photography, Spirituality, Cars	105	High	0.27	Balanced	161	13	6	136	100	0.06	5	Early Morning	No Action	59	149	56.6	Cancer	Average	Hookups
Transgender	Demisexual	Rural	Middle	PhD	Foodie, Hiking, Gardening	288	Extreme User	0.42	Optimistic	163	28	0	321	3	0.36	10	Early Morning	Mutual Match	55	178	78.6	Libra	Average	Serious Relationship
Genderfluid	Gay	Metro	Very High	No Formal Education	Foodie, Poetry, K-pop	133	Addicted	0.62	Optimistic	7	4	2	181	15	0.1	23	Late Night	Mutual Match	31	195	74.1	Virgo	Muscular	Hookups
Transgender	Straight	Suburban	High	High School	Yoga, Cars, Board Games	248	Extreme User	0.26	Balanced	166	4	3	407	80	0.37	9	Early Morning	One-sided Like	50	198	87.4	Libra	Plus Size	Serious Relationship
Female	Demisexual	Urban	Lower-Middle	PhD	Music, Coding, Board Games	88	High	0.5	Optimistic	2	2	3	364	60	0.4	14	Evening	Relationship Formed	58	190	83.8	Capricorn	Muscular	Friends Only
Male	Bisexual	Rural	Low	Associate’s	Reading, Spirituality, Makeup	110	High	0.03	Choosy	136	24	4	327	18	0.42	13	Evening	Catfished	57	174	65.1	Leo	Curvy	Friends Only
Male	Lesbian	Rural	High	Master’s	Tattoos, Stand-up Comedy, Memes	231	Extreme User	0.54	Optimistic	104	26	2	158	81	0.39	12	After Midnight	Relationship Formed	44	175	74.1	Aries	Slim	Hookups
Male	Queer	Metro	High	Associate’s	Sneaker Culture, Crafting, Fashion	116	High	0.51	Optimistic	162	20	0	148	3	0.43	12	Late Night	Ghosted	25	182	92.1	Capricorn	Muscular	Friends Only
Female	Asexual	Urban	Low	No Formal Education	K-pop, Podcasts, Writing	67	High	0.68	Optimistic	116	24	6	76	55	0.28	20	After Midnight	Instant Match	18	191	78.8	Sagittarius	Average	Exploring
Transgender	Gay	Urban	Middle	Postdoc	Stand-up Comedy, Coding, Gaming	26	Low	0.21	Balanced	47	7	0	59	20	0.44	21	Afternoon	Chat Ignored	22	160	58.1	Cancer	Muscular	Casual Dating
Male	Pansexual	Metro	Very Low	PhD	Sneaker Culture, Fashion, Tech	139	Addicted	0.65	Optimistic	156	16	0	260	74	0.35	18	Morning	Relationship Formed	39	154	62.1	Leo	Average	Networking
Genderfluid	Pansexual	Metro	High	Master’s	DIY, Crafting, Dancing	272	Extreme User	0.53	Optimistic	34	12	6	425	95	0.47	0	Early Morning	Relationship Formed	28	160	63.0	Taurus	Curvy	Serious Relationship
Prefer Not to Say	Lesbian	Urban	High	MBA	Movies, Memes, Cars	127	Addicted	0.58	Optimistic	163	16	5	139	85	0.3	13	Morning	Ghosted	57	192	98.8	Virgo	Athletic	Exploring
Female	Asexual	Metro	Very High	Master’s	Sneaker Culture, K-pop, Binge-Watching	232	Extreme User	0.52	Optimistic	123	15	5	328	9	0.3	10	Early Morning	Blocked	53	193	98.7	Sagittarius	Slim	Networking
Prefer Not to Say	Queer	Rural	Very High	MBA	Skating, Investing, Tattoos	14	Very Low	0.68	Optimistic	145	10	6	373	71	0.53	14	Evening	Relationship Formed	42	188	77.4	Aquarius	Curvy	Friends Only
Transgender	Pansexual	Suburban	Low	High School	Skating, Anime, Hiking	60	High	0.88	Swipe Maniac	102	6	4	416	78	0.42	2	Early Morning	Ghosted	29	180	67.1	Taurus	Curvy	Casual Dating
Prefer Not to Say	Demisexual	Metro	Low	MBA	Spirituality, Languages, Gaming	179	Addicted	0.86	Swipe Maniac	138	16	0	51	76	0.27	10	After Midnight	Mutual Match	24	188	90.1	Leo	Slim	Serious Relationship
Male	Demisexual	Suburban	Upper-Middle	MBA	Sneaker Culture, Spirituality, Anime	42	Moderate	0.85	Swipe Maniac	78	24	6	129	65	0.08	13	Late Night	Catfished	59	184	89.4	Leo	Plus Size	Friends Only
Prefer Not to Say	Gay	Remote Area	Very Low	Diploma	Traveling, Podcasts, Memes	39	Moderate	0.61	Optimistic	158	0	0	310	58	0.38	6	After Midnight	One-sided Like	23	168	68.6	Leo	Curvy	Hookups
Male	Asexual	Metro	High	No Formal Education	History, Stand-up Comedy, Astrology	15	Low	0.6	Optimistic	173	23	0	164	4	0.19	23	Evening	Mutual Match	54	169	58.8	Aries	Curvy	Exploring
Non-binary	Pansexual	Metro	Upper-Middle	Associate’s	Spirituality, Politics, Podcasts	207	Extreme User	0.51	Optimistic	4	1	1	81	64	0.19	0	Late Night	Date Happened	31	157	50.5	Cancer	Slim	Friends Only
Genderfluid	Demisexual	Urban	Lower-Middle	PhD	Painting, Music, Fitness	188	Extreme User	0.49	Optimistic	185	29	0	435	58	0.21	11	Late Night	Relationship Formed	56	177	72.1	Capricorn	Slim	Hookups
Female	Pansexual	Urban	Very Low	MBA	Movies, Writing, Anime	191	Extreme User	0.8	Swipe Maniac	45	2	2	266	19	0.18	23	Afternoon	No Action	20	161	74.4	Leo	Curvy	Hookups
Genderfluid	Demisexual	Metro	Middle	Postdoc	Social Activism, Tattoos, Hiking	245	Extreme User	0.45	Optimistic	54	16	3	434	42	0.38	13	Early Morning	Mutual Match	28	172	61.5	Capricorn	Curvy	Hookups
Transgender	Pansexual	Suburban	Very Low	No Formal Education	Binge-Watching, Social Activism, Movies	208	Extreme User	0.5	Optimistic	8	8	5	371	70	0.14	0	Late Night	Relationship Formed	21	183	65.3	Aquarius	Slim	Networking
Prefer Not to Say	Gay	Small Town	Upper-Middle	Diploma	Photography, Gardening, Spirituality	157	Addicted	0.41	Optimistic	39	6	6	23	89	0.23	8	Early Morning	Catfished	47	198	96.8	Capricorn	Slim	Friends Only
Transgender	Asexual	Rural	Lower-Middle	Bachelor’s	Anime, Music, Painting	5	Very Low	0.69	Optimistic	20	13	3	144	57	0.16	11	Afternoon	One-sided Like	39	165	56.9	Capricorn	Slim	Casual Dating
Prefer Not to Say	Bisexual	Urban	High	Master’s	Clubbing, Skating, Tattoos	15	Low	0.68	Optimistic	4	3	3	427	39	0.18	6	Early Morning	Blocked	22	168	56.4	Gemini	Muscular	Friends Only
Prefer Not to Say	Bisexual	Small Town	Very High	PhD	Anime, Startups, Spirituality	224	Extreme User	0.51	Optimistic	162	30	0	88	44	0.11	23	Morning	Instant Match	33	160	66.8	Taurus	Muscular	Serious Relationship
Transgender	Gay	Small Town	Very High	Master’s	Tech, Music, Spirituality	23	Low	0.54	Optimistic	39	30	2	346	46	0.03	9	Evening	Chat Ignored	43	151	47.0	Pisces	Average	Exploring
Female	Demisexual	Small Town	Upper-Middle	No Formal Education	Poetry, Running, Foodie	238	Extreme User	0.29	Balanced	38	9	1	125	98	0.25	19	Afternoon	Ghosted	57	180	93.6	Sagittarius	Muscular	Serious Relationship
Transgender	Straight	Rural	Low	Associate’s	Movies, Photography, Sneaker Culture	98	High	0.35	Balanced	1	0	6	272	45	0.69	22	Afternoon	Ghosted	38	183	70.3	Capricorn	Plus Size	Exploring
Genderfluid	Pansexual	Rural	Low	No Formal Education	Cars, Crafting, Parenting	117	High	0.57	Optimistic	176	10	1	209	71	0.38	1	Late Night	Date Happened	35	151	44.5	Scorpio	Curvy	Serious Relationship
Female	Pansexual	Suburban	Upper-Middle	No Formal Education	Memes, Languages, Politics	161	Addicted	0.56	Optimistic	32	10	6	209	74	0.12	22	Early Morning	Catfished	21	176	90.4	Taurus	Athletic	Serious Relationship
Non-binary	Queer	Remote Area	Upper-Middle	Master’s	Clubbing, Fashion, Yoga	276	Extreme User	0.48	Optimistic	197	13	1	127	7	0.45	17	After Midnight	Blocked	44	163	50.2	Gemini	Curvy	Exploring
Prefer Not to Say	Straight	Remote Area	Middle	MBA	Gardening, Movies, Anime	175	Addicted	0.08	Choosy	181	21	1	174	14	0.23	14	Evening	Catfished	40	191	105.4	Sagittarius	Average	Serious Relationship
Female	Gay	Metro	High	MBA	Traveling, Movies, Clubbing	70	High	0.56	Optimistic	159	24	4	17	26	0.09	15	Late Night	Chat Ignored	54	189	99.7	Aries	Slim	Friends Only
Genderfluid	Demisexual	Metro	Middle	Diploma	Makeup, Sneaker Culture, Running	299	Extreme User	0.46	Optimistic	28	5	2	1	29	0.33	5	Afternoon	One-sided Like	57	174	74.2	Cancer	Muscular	Exploring
Prefer Not to Say	Lesbian	Metro	Lower-Middle	No Formal Education	Meditation, Writing, Makeup	246	Extreme User	0.22	Balanced	98	19	0	133	88	0.24	7	After Midnight	Date Happened	30	177	90.2	Aries	Athletic	Serious Relationship
Genderfluid	Gay	Suburban	Very High	Bachelor’s	Movies, Painting, Startups	41	Moderate	0.47	Optimistic	190	20	4	434	44	0.36	0	Evening	Date Happened	21	166	68.9	Aquarius	Muscular	Casual Dating
Prefer Not to Say	Pansexual	Urban	Very Low	Diploma	Social Activism, K-pop, Pets	98	High	0.63	Optimistic	75	29	0	152	98	0.42	12	Evening	One-sided Like	42	166	59.2	Virgo	Plus Size	Hookups
Female	Queer	Remote Area	Very Low	Postdoc	Memes, Music, Politics	177	Addicted	0.71	Swipe Maniac	105	4	4	144	43	0.35	22	Morning	Ghosted	56	149	65.3	Cancer	Muscular	Casual Dating
Transgender	Demisexual	Urban	Lower-Middle	Associate’s	Binge-Watching, Podcasts, Writing	257	Extreme User	0.4	Optimistic	28	19	2	166	53	0.18	20	Late Night	Blocked	44	165	71.3	Aquarius	Plus Size	Hookups
Male	Pansexual	Small Town	Middle	Master’s	Parenting, Poetry, Pets	238	Extreme User	0.47	Optimistic	13	11	0	115	92	0.36	16	Early Morning	Date Happened	52	199	90.7	Taurus	Athletic	Serious Relationship
Female	Bisexual	Urban	Middle	No Formal Education	Memes, Tech, Politics	192	Extreme User	0.28	Balanced	168	22	4	187	88	0.26	21	After Midnight	Catfished	19	145	62.0	Virgo	Slim	Friends Only
Prefer Not to Say	Demisexual	Remote Area	Middle	PhD	Art, Traveling, Skating	93	High	0.26	Balanced	195	8	4	243	51	0.26	13	Early Morning	Date Happened	58	147	52.3	Libra	Curvy	Casual Dating
Prefer Not to Say	Lesbian	Urban	Low	No Formal Education	Motorcycling, Coding, Photography	149	Addicted	0.42	Optimistic	36	10	5	7	2	0.27	20	After Midnight	Blocked	51	173	68.5	Virgo	Slim	Friends Only
Male	Straight	Remote Area	Very Low	PhD	Crafting, Clubbing, Skating	270	Extreme User	0.52	Optimistic	38	19	5	418	27	0.11	14	Morning	One-sided Like	35	170	57.8	Leo	Muscular	Serious Relationship

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