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
Female	Lesbian	Rural	Very Low	Associate’s	K-pop, Parenting, Anime	295	Extreme User	0.72	Swipe Maniac	95	1	0	13	16	0.09	7	Morning	Blocked	21	182	98.4	Aries	Average	Friends Only
Prefer Not to Say	Lesbian	Remote Area	Very High	High School	Tech, Makeup, Podcasts	69	High	0.56	Optimistic	183	17	2	474	64	0.17	3	Afternoon	Ghosted	49	199	95.0	Aquarius	Slim	Friends Only
Transgender	Bisexual	Rural	Very Low	Diploma	Traveling, Movies, Parenting	137	Addicted	0.62	Optimistic	200	29	6	316	10	0.35	12	Early Morning	Mutual Match	36	162	55.6	Aquarius	Plus Size	Casual Dating
Prefer Not to Say	Gay	Small Town	Very High	Master’s	Politics, MMA, Yoga	47	Moderate	0.36	Balanced	0	0	4	245	64	0.52	20	Afternoon	Ghosted	19	193	71.5	Aries	Curvy	Friends Only
Prefer Not to Say	Gay	Rural	High	Associate’s	Podcasts, Foodie, Photography	155	Addicted	0.55	Optimistic	176	22	0	319	73	0.29	14	Late Night	Relationship Formed	29	147	46.9	Cancer	Plus Size	Friends Only
Male	Queer	Metro	Low	No Formal Education	K-pop, Movies, Startups	52	Moderate	0.49	Optimistic	27	11	2	410	26	0.42	23	Early Morning	Chat Ignored	51	174	78.4	Aquarius	Slim	Networking
Prefer Not to Say	Queer	Urban	Very Low	Bachelor’s	Photography, Hiking, Memes	286	Extreme User	0.53	Optimistic	133	4	6	14	52	0.1	8	After Midnight	Instant Match	55	192	74.1	Aquarius	Curvy	Exploring
Transgender	Lesbian	Remote Area	High	No Formal Education	Podcasts, Music, History	280	Extreme User	0.45	Optimistic	48	20	1	361	63	0.33	6	Evening	Instant Match	43	200	108.8	Leo	Plus Size	Hookups
Female	Bisexual	Small Town	Middle	Diploma	Cars, Podcasts, Tattoos	64	High	0.51	Optimistic	13	11	5	161	48	0.33	11	Evening	Date Happened	25	198	76.8	Aquarius	Athletic	Serious Relationship
Genderfluid	Gay	Metro	Middle	High School	Yoga, Clubbing, History	159	Addicted	0.56	Optimistic	69	22	0	49	29	0.51	0	Afternoon	Catfished	20	156	49.4	Aries	Muscular	Friends Only
Transgender	Lesbian	Rural	Very High	Associate’s	Fitness, Social Activism, Sneaker Culture	84	High	0.53	Optimistic	79	24	5	298	58	0.57	1	Evening	Blocked	47	146	44.1	Leo	Slim	Serious Relationship
Male	Demisexual	Small Town	Middle	Postdoc	Investing, Skating, Languages	223	Extreme User	0.43	Optimistic	29	18	1	482	7	0.31	22	After Midnight	Ghosted	51	148	50.2	Leo	Curvy	Friends Only
Prefer Not to Say	Lesbian	Small Town	High	Master’s	Coding, Dancing, Art	7	Very Low	0.43	Optimistic	36	12	6	47	54	0.32	12	Late Night	No Action	58	169	85.4	Virgo	Curvy	Casual Dating
Non-binary	Straight	Urban	Lower-Middle	MBA	Sneaker Culture, Social Activism, Traveling	84	High	0.52	Optimistic	87	25	4	134	66	0.4	3	Late Night	Mutual Match	36	169	79.1	Libra	Average	Friends Only
Transgender	Straight	Rural	Lower-Middle	Postdoc	Pets, Parenting, Running	281	Extreme User	0.5	Optimistic	16	9	3	499	4	0.37	10	After Midnight	Chat Ignored	54	198	93.3	Gemini	Plus Size	Serious Relationship
Non-binary	Queer	Remote Area	Very Low	PhD	Yoga, Meditation, Photography	87	High	0.27	Balanced	102	18	4	48	40	0.36	7	Morning	No Action	41	159	53.8	Sagittarius	Athletic	Hookups
Non-binary	Bisexual	Suburban	Upper-Middle	Bachelor’s	Tech, Music, History	70	High	0.67	Optimistic	106	19	3	258	65	0.25	20	Morning	Blocked	59	184	97.8	Aquarius	Athletic	Friends Only
Male	Straight	Remote Area	Low	No Formal Education	Investing, Astrology, Motorcycling	78	High	0.42	Optimistic	11	10	2	204	33	0.02	10	Late Night	Relationship Formed	23	187	68.9	Aries	Muscular	Exploring
Male	Bisexual	Rural	Lower-Middle	No Formal Education	Astrology, Painting, Writing	223	Extreme User	0.55	Optimistic	91	23	4	416	46	0.25	2	Late Night	Date Happened	48	188	95.8	Libra	Slim	Casual Dating
Prefer Not to Say	Pansexual	Remote Area	Low	Master’s	Dancing, Spirituality, Coding	154	Addicted	0.4	Optimistic	180	22	4	374	17	0.13	21	Early Morning	Catfished	48	166	62.3	Aries	Plus Size	Serious Relationship
Non-binary	Pansexual	Rural	Lower-Middle	Bachelor’s	Startups, Reading, Pets	269	Extreme User	0.52	Optimistic	53	2	6	50	57	0.29	22	Late Night	No Action	54	159	47.3	Cancer	Curvy	Serious Relationship
Genderfluid	Pansexual	Rural	Low	Diploma	Investing, Fitness, Yoga	293	Extreme User	0.46	Optimistic	85	21	4	455	58	0.25	9	Morning	Date Happened	59	186	77.8	Gemini	Average	Serious Relationship
Genderfluid	Demisexual	Remote Area	Low	No Formal Education	Art, History, Foodie	174	Addicted	0.58	Optimistic	5	4	6	445	38	0.36	14	Late Night	Chat Ignored	25	183	60.6	Taurus	Muscular	Casual Dating
Prefer Not to Say	Pansexual	Urban	Middle	Associate’s	Painting, Languages, Anime	259	Extreme User	0.72	Swipe Maniac	171	29	0	6	92	0.35	10	After Midnight	Catfished	24	180	92.3	Aquarius	Slim	Serious Relationship
Female	Asexual	Urban	Low	High School	Photography, Investing, Meditation	144	Addicted	0.15	Choosy	97	5	1	53	10	0.52	13	Evening	Instant Match	23	182	60.9	Leo	Slim	Casual Dating
Non-binary	Demisexual	Suburban	High	MBA	Politics, Hiking, Gaming	151	Addicted	0.43	Optimistic	173	26	1	103	40	0.2	18	Early Morning	One-sided Like	41	177	73.6	Capricorn	Slim	Serious Relationship
Non-binary	Demisexual	Rural	Very Low	PhD	K-pop, Podcasts, Cars	168	Addicted	0.59	Optimistic	183	12	4	146	11	0.16	8	Evening	Date Happened	36	168	54.5	Capricorn	Athletic	Exploring
Female	Asexual	Small Town	Low	Postdoc	Fashion, Tattoos, MMA	196	Extreme User	0.45	Optimistic	38	11	6	242	58	0.22	8	After Midnight	One-sided Like	49	187	67.5	Virgo	Muscular	Exploring
Prefer Not to Say	Demisexual	Urban	Very High	MBA	Cars, Poetry, MMA	201	Extreme User	0.52	Optimistic	192	10	3	205	39	0.28	0	Evening	Blocked	51	194	77.2	Leo	Plus Size	Casual Dating
Female	Demisexual	Rural	Lower-Middle	Postdoc	Binge-Watching, Photography, Running	59	Moderate	0.5	Optimistic	21	1	3	292	52	0.6	14	Late Night	Chat Ignored	44	167	65.3	Gemini	Muscular	Friends Only
Genderfluid	Bisexual	Small Town	Low	Bachelor’s	Meditation, Social Activism, Poetry	79	High	0.32	Balanced	58	9	2	102	54	0.25	19	Morning	Relationship Formed	36	165	57.4	Gemini	Plus Size	Friends Only
Non-binary	Gay	Rural	Middle	Diploma	Parenting, Stand-up Comedy, Tech	254	Extreme User	0.39	Balanced	153	24	2	227	57	0.51	20	Afternoon	One-sided Like	59	198	79.2	Libra	Athletic	Friends Only
Transgender	Bisexual	Suburban	High	Associate’s	Poetry, Sneaker Culture, Gaming	59	Moderate	0.83	Swipe Maniac	13	7	4	482	54	0.53	15	Evening	Mutual Match	50	180	95.6	Aquarius	Athletic	Serious Relationship
Non-binary	Bisexual	Rural	High	Master’s	Dancing, Tech, Astrology	280	Extreme User	0.6	Optimistic	176	24	0	219	86	0.07	23	After Midnight	Instant Match	52	162	52.0	Virgo	Slim	Friends Only
Non-binary	Straight	Remote Area	High	MBA	Movies, Investing, Memes	195	Extreme User	0.6	Optimistic	77	17	6	436	63	0.32	12	Early Morning	Relationship Formed	32	193	81.9	Capricorn	Average	Friends Only
Prefer Not to Say	Asexual	Metro	Middle	Bachelor’s	Board Games, Music, Tech	192	Extreme User	0.68	Optimistic	51	21	1	451	36	0.17	4	Late Night	Chat Ignored	31	177	89.3	Aries	Curvy	Networking
Transgender	Lesbian	Suburban	Middle	High School	History, Podcasts, Yoga	44	Moderate	0.59	Optimistic	116	7	3	198	95	0.36	10	Evening	Chat Ignored	59	157	50.8	Cancer	Slim	Friends Only
Transgender	Bisexual	Small Town	Very Low	MBA	MMA, Dancing, Gardening	81	High	0.65	Optimistic	127	21	3	387	20	0.73	21	Morning	Chat Ignored	55	146	54.1	Libra	Curvy	Serious Relationship
Non-binary	Queer	Metro	Very Low	Bachelor’s	Clubbing, Motorcycling, Board Games	210	Extreme User	0.34	Balanced	90	22	6	380	60	0.44	20	Early Morning	Chat Ignored	35	147	62.5	Aquarius	Muscular	Exploring
Non-binary	Straight	Suburban	Low	MBA	Photography, Parenting, K-pop	65	High	0.68	Optimistic	50	8	6	468	74	0.18	22	Afternoon	Instant Match	21	174	55.7	Virgo	Muscular	Exploring
Prefer Not to Say	Queer	Suburban	Lower-Middle	Bachelor’s	Startups, Reading, Clubbing	220	Extreme User	0.85	Swipe Maniac	69	17	5	465	23	0.62	13	Early Morning	No Action	28	186	71.3	Leo	Average	Friends Only
Genderfluid	Gay	Urban	Upper-Middle	Master’s	Social Activism, Skating, Investing	36	Moderate	0.68	Optimistic	143	7	1	265	81	0.24	0	Evening	Mutual Match	38	171	83.9	Taurus	Average	Exploring
Female	Bisexual	Remote Area	Very Low	Master’s	Binge-Watching, Crafting, Poetry	247	Extreme User	0.62	Optimistic	2	1	1	422	31	0.11	20	After Midnight	Mutual Match	54	177	60.8	Leo	Average	Friends Only
Genderfluid	Asexual	Urban	Upper-Middle	Postdoc	Fashion, Painting, MMA	197	Extreme User	0.72	Swipe Maniac	14	6	4	206	88	0.49	5	Afternoon	Catfished	51	147	52.9	Aries	Average	Networking
Genderfluid	Asexual	Metro	High	High School	Cooking, Dancing, Fashion	6	Very Low	0.9	Swipe Maniac	138	26	4	225	45	0.63	16	Evening	Blocked	32	156	70.6	Virgo	Plus Size	Hookups
Genderfluid	Straight	Rural	Very Low	Bachelor’s	Art, Movies, DIY	38	Moderate	0.31	Balanced	101	12	5	328	86	0.15	3	Morning	Mutual Match	38	147	52.5	Aquarius	Muscular	Serious Relationship
Transgender	Bisexual	Rural	Lower-Middle	Postdoc	Writing, Fashion, Makeup	214	Extreme User	0.72	Swipe Maniac	22	20	6	385	100	0.16	0	Afternoon	Relationship Formed	34	153	43.8	Gemini	Athletic	Casual Dating
Male	Straight	Rural	Very High	PhD	Spirituality, MMA, Meditation	267	Extreme User	0.4	Optimistic	181	22	3	184	67	0.36	22	Afternoon	Mutual Match	22	194	109.1	Taurus	Athletic	Networking
Female	Pansexual	Small Town	Low	Postdoc	Clubbing, Cooking, Tech	275	Extreme User	0.42	Optimistic	153	19	6	72	58	0.49	18	After Midnight	Blocked	38	150	44.3	Aries	Curvy	Exploring
Non-binary	Pansexual	Rural	High	Bachelor’s	Astrology, Painting, Sneaker Culture	11	Very Low	0.49	Optimistic	87	27	5	224	25	0.62	20	Early Morning	One-sided Like	39	181	98.3	Pisces	Slim	Hookups
Genderfluid	Asexual	Suburban	Middle	High School	Art, Motorcycling, Writing	227	Extreme User	0.17	Choosy	163	16	1	424	37	0.24	11	After Midnight	Chat Ignored	53	149	55.9	Libra	Plus Size	Friends Only
Transgender	Bisexual	Metro	Low	No Formal Education	Writing, Photography, Traveling	264	Extreme User	0.75	Swipe Maniac	21	13	1	425	56	0.3	19	Late Night	Chat Ignored	40	184	76.5	Libra	Plus Size	Casual Dating
Female	Gay	Metro	Low	Associate’s	Crafting, Fashion, Languages	180	Extreme User	0.29	Balanced	101	17	5	127	50	0.07	18	After Midnight	Instant Match	49	145	38.9	Sagittarius	Average	Casual Dating
Transgender	Straight	Remote Area	High	No Formal Education	Photography, Astrology, MMA	17	Low	0.23	Balanced	180	7	2	104	15	0.36	13	Morning	Catfished	37	168	70.3	Cancer	Athletic	Exploring
Female	Bisexual	Remote Area	Lower-Middle	MBA	Pets, Photography, Fitness	134	Addicted	0.33	Balanced	49	7	2	490	57	0.11	2	Morning	Mutual Match	49	161	56.8	Cancer	Athletic	Networking
Non-binary	Queer	Rural	Upper-Middle	Diploma	Cooking, Politics, Podcasts	273	Extreme User	0.58	Optimistic	108	0	3	258	23	0.36	16	Late Night	Date Happened	53	195	105.7	Aries	Average	Hookups
Female	Queer	Urban	Low	Bachelor’s	Cars, Binge-Watching, Memes	167	Addicted	0.4	Optimistic	195	7	0	345	6	0.24	15	Evening	Catfished	35	193	102.1	Libra	Muscular	Hookups
Prefer Not to Say	Straight	Metro	Very Low	No Formal Education	MMA, Makeup, DIY	20	Low	0.34	Balanced	140	18	3	238	39	0.06	8	Morning	Instant Match	51	158	56.2	Gemini	Curvy	Exploring
Genderfluid	Bisexual	Rural	Lower-Middle	PhD	Cooking, Poetry, Motorcycling	57	Moderate	0.95	Swipe Maniac	92	28	5	329	54	0.06	6	Morning	Chat Ignored	28	198	103.1	Scorpio	Plus Size	Networking
Male	Demisexual	Remote Area	Very Low	No Formal Education	Crafting, Motorcycling, MMA	40	Moderate	0.69	Optimistic	62	21	1	109	8	0.05	5	Morning	Mutual Match	24	198	87.4	Sagittarius	Plus Size	Exploring
Female	Demisexual	Metro	Low	MBA	Investing, Coding, Running	117	High	0.89	Swipe Maniac	10	8	0	210	76	0.22	1	Morning	Instant Match	22	157	65.1	Taurus	Average	Hookups
Male	Bisexual	Remote Area	High	Bachelor’s	Traveling, Dancing, Binge-Watching	74	High	0.63	Optimistic	129	23	4	175	93	0.3	16	After Midnight	Mutual Match	33	181	70.8	Scorpio	Average	Networking
Non-binary	Lesbian	Rural	Upper-Middle	Master’s	Movies, Podcasts, Cooking	220	Extreme User	0.4	Optimistic	134	23	4	376	28	0.39	18	Morning	One-sided Like	56	156	66.2	Libra	Athletic	Casual Dating
Male	Pansexual	Suburban	High	MBA	Gardening, Languages, Writing	270	Extreme User	0.29	Balanced	115	7	1	498	95	0.44	21	Afternoon	Chat Ignored	41	171	82.5	Aries	Athletic	Exploring
Transgender	Queer	Metro	High	MBA	Stand-up Comedy, Traveling, History	106	High	0.45	Optimistic	13	0	5	249	26	0.76	15	Early Morning	Blocked	58	161	67.1	Leo	Average	Friends Only
Genderfluid	Queer	Metro	Lower-Middle	MBA	Art, Politics, Investing	174	Addicted	0.92	Swipe Maniac	4	4	4	436	21	0.44	11	After Midnight	Date Happened	53	199	111.7	Aquarius	Curvy	Exploring
Male	Pansexual	Rural	High	Master’s	Writing, Spirituality, Anime	285	Extreme User	0.23	Balanced	62	11	5	262	69	0.17	15	After Midnight	No Action	31	175	66.5	Capricorn	Muscular	Hookups
Female	Gay	Urban	Upper-Middle	Bachelor’s	Politics, Painting, Dancing	178	Addicted	0.61	Optimistic	198	9	5	402	58	0.34	18	After Midnight	No Action	58	187	92.7	Cancer	Curvy	Exploring
Prefer Not to Say	Bisexual	Urban	Very Low	Postdoc	Crafting, Board Games, Gaming	274	Extreme User	0.72	Swipe Maniac	7	7	2	404	91	0.19	7	Late Night	Blocked	47	179	93.2	Leo	Slim	Networking
Prefer Not to Say	Asexual	Metro	Middle	MBA	Hiking, Music, Crafting	129	Addicted	0.74	Swipe Maniac	46	15	0	302	65	0.25	7	Late Night	Chat Ignored	58	152	60.8	Aquarius	Slim	Networking
Non-binary	Pansexual	Remote Area	Very High	Postdoc	Podcasts, Meditation, Memes	100	High	0.37	Balanced	174	24	1	400	97	0.32	16	After Midnight	Mutual Match	56	199	78.4	Cancer	Athletic	Hookups
Prefer Not to Say	Asexual	Suburban	Middle	Associate’s	Spirituality, Running, Podcasts	40	Moderate	0.62	Optimistic	176	12	3	257	5	0.38	8	Evening	Relationship Formed	56	157	55.0	Taurus	Plus Size	Friends Only
Male	Asexual	Remote Area	High	Bachelor’s	Spirituality, Writing, Traveling	299	Extreme User	0.45	Optimistic	43	11	4	95	33	0.22	18	Early Morning	No Action	55	179	73.4	Gemini	Slim	Friends Only
Genderfluid	Straight	Small Town	Middle	Bachelor’s	Foodie, Makeup, Pets	49	Moderate	0.58	Optimistic	166	16	4	103	12	0.2	22	Early Morning	Instant Match	58	174	62.7	Cancer	Curvy	Exploring
Genderfluid	Queer	Metro	Very High	Postdoc	Binge-Watching, Startups, Tattoos	131	Addicted	0.64	Optimistic	97	2	4	477	35	0.12	2	Evening	Instant Match	53	147	46.2	Gemini	Average	Networking
Prefer Not to Say	Queer	Urban	Lower-Middle	High School	K-pop, Gardening, Languages	231	Extreme User	0.21	Balanced	195	9	6	343	91	0.07	3	Early Morning	Instant Match	56	199	114.4	Capricorn	Athletic	Friends Only
Transgender	Demisexual	Suburban	Low	MBA	Pets, Art, Board Games	111	High	0.72	Swipe Maniac	8	2	6	174	96	0.34	23	After Midnight	Date Happened	38	178	59.6	Aries	Average	Serious Relationship
Genderfluid	Demisexual	Rural	Very High	Associate’s	Astrology, Skating, Languages	196	Extreme User	0.57	Optimistic	107	12	3	461	27	0.6	13	Early Morning	Blocked	20	183	60.3	Gemini	Plus Size	Networking
Female	Gay	Urban	High	Diploma	Art, Foodie, Languages	219	Extreme User	0.26	Balanced	21	11	2	247	78	0.17	18	Late Night	No Action	47	145	58.2	Sagittarius	Plus Size	Serious Relationship
Non-binary	Gay	Small Town	High	Master’s	Cooking, Startups, Poetry	262	Extreme User	0.5	Optimistic	52	22	1	246	94	0.24	13	Morning	Relationship Formed	41	199	99.8	Scorpio	Muscular	Serious Relationship
Genderfluid	Straight	Small Town	Low	Associate’s	Gardening, Photography, Music	191	Extreme User	0.11	Choosy	151	13	0	498	21	0.35	6	Morning	Catfished	49	183	62.3	Pisces	Average	Serious Relationship
Genderfluid	Straight	Rural	Middle	Associate’s	Yoga, Gardening, Pets	65	High	0.28	Balanced	69	6	5	465	96	0.22	15	Afternoon	Relationship Formed	32	199	76.4	Virgo	Athletic	Exploring
Prefer Not to Say	Gay	Urban	Middle	Diploma	Writing, Makeup, DIY	228	Extreme User	0.49	Optimistic	16	16	2	36	15	0.28	8	After Midnight	Date Happened	36	164	78.8	Gemini	Slim	Friends Only
Transgender	Queer	Urban	Middle	Associate’s	Photography, Motorcycling, Foodie	101	High	0.76	Swipe Maniac	134	1	4	406	51	0.3	4	After Midnight	Date Happened	41	167	81.4	Aries	Muscular	Networking
Genderfluid	Demisexual	Urban	Very Low	Postdoc	Sneaker Culture, Makeup, Cooking	289	Extreme User	0.6	Optimistic	42	17	1	351	91	0.1	8	After Midnight	No Action	49	185	65.0	Cancer	Average	Casual Dating
Male	Lesbian	Metro	High	No Formal Education	K-pop, Investing, Politics	170	Addicted	0.55	Optimistic	169	17	5	277	95	0.12	18	Evening	No Action	28	177	82.7	Pisces	Athletic	Hookups
Prefer Not to Say	Bisexual	Rural	High	Bachelor’s	Gaming, Investing, Foodie	280	Extreme User	0.39	Balanced	74	5	6	0	38	0.24	19	Afternoon	No Action	21	153	67.4	Capricorn	Curvy	Serious Relationship
Genderfluid	Lesbian	Small Town	Middle	MBA	Clubbing, K-pop, Astrology	221	Extreme User	0.2	Balanced	115	10	1	384	66	0.39	13	Evening	Relationship Formed	34	164	55.1	Aries	Plus Size	Friends Only
Genderfluid	Gay	Rural	Lower-Middle	Associate’s	Crafting, Meditation, Traveling	157	Addicted	0.07	Choosy	22	6	5	454	25	0.17	15	Morning	Blocked	51	147	47.5	Sagittarius	Muscular	Casual Dating
Female	Demisexual	Remote Area	Lower-Middle	No Formal Education	Stand-up Comedy, Movies, Startups	153	Addicted	0.43	Optimistic	79	9	4	292	7	0.03	4	Early Morning	Relationship Formed	58	188	85.9	Taurus	Muscular	Exploring
Non-binary	Lesbian	Metro	Low	Master’s	History, Meditation, Movies	292	Extreme User	0.27	Balanced	32	2	2	243	85	0.53	16	Evening	No Action	41	192	84.0	Virgo	Curvy	Networking
Prefer Not to Say	Pansexual	Remote Area	Upper-Middle	Diploma	Makeup, Board Games, Reading	85	High	0.61	Optimistic	3	2	1	345	65	0.38	14	Early Morning	Mutual Match	33	199	72.9	Gemini	Curvy	Casual Dating
Male	Straight	Metro	Low	Bachelor’s	Board Games, Crafting, Cars	77	High	0.54	Optimistic	16	4	6	77	45	0.26	12	Morning	No Action	25	187	92.7	Gemini	Slim	Serious Relationship
Non-binary	Bisexual	Metro	Middle	Diploma	History, Yoga, Tattoos	19	Low	0.4	Optimistic	108	13	2	133	46	0.34	13	After Midnight	Chat Ignored	35	177	66.7	Taurus	Muscular	Serious Relationship
Transgender	Straight	Suburban	Middle	No Formal Education	Running, Gaming, Cooking	26	Low	0.54	Optimistic	144	28	2	497	91	0.15	11	Evening	Instant Match	38	198	73.3	Scorpio	Athletic	Exploring
Female	Lesbian	Rural	Very High	PhD	Languages, Spirituality, Motorcycling	105	High	0.5	Optimistic	117	2	0	243	82	0.34	2	After Midnight	Relationship Formed	53	151	63.6	Scorpio	Average	Casual Dating
Non-binary	Demisexual	Small Town	Very Low	High School	Parenting, Tattoos, Skating	279	Extreme User	0.77	Swipe Maniac	20	16	4	249	42	0.19	16	Early Morning	Instant Match	52	171	73.7	Aquarius	Curvy	Hookups
Genderfluid	Gay	Small Town	High	MBA	Traveling, Fitness, Startups	105	High	0.48	Optimistic	119	16	2	29	64	0.43	20	Evening	One-sided Like	55	150	62.3	Capricorn	Curvy	Friends Only
Genderfluid	Asexual	Metro	Very Low	Master’s	Binge-Watching, Pets, Crafting	54	Moderate	0.47	Optimistic	2	0	6	9	33	0.29	15	After Midnight	One-sided Like	43	147	56.0	Virgo	Average	Friends Only
Genderfluid	Pansexual	Urban	Middle	Master’s	Board Games, Stand-up Comedy, Astrology	19	Low	0.52	Optimistic	14	3	3	471	0	0.27	17	Evening	One-sided Like	34	146	52.7	Pisces	Athletic	Friends Only

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