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	Demisexual	Metro	Very Low	PhD	Music, Art, Tattoos	26	Low	0.6	Optimistic	170	27	3	420	27	0.21	19	After Midnight	Relationship Formed	38	200	119.6	Taurus	Muscular	Exploring
Prefer Not to Say	Straight	Metro	Upper-Middle	Associate’s	Motorcycling, Meditation, Foodie	278	Extreme User	0.24	Balanced	173	10	3	139	11	0.5	0	After Midnight	Mutual Match	19	200	111.2	Gemini	Slim	Casual Dating
Female	Asexual	Urban	Lower-Middle	Bachelor’s	Politics, DIY, Anime	250	Extreme User	0.16	Choosy	4	0	0	262	62	0.39	21	Afternoon	Chat Ignored	47	153	61.8	Libra	Muscular	Serious Relationship
Female	Asexual	Urban	Very Low	No Formal Education	Social Activism, Foodie, Tech	37	Moderate	0.26	Balanced	151	9	3	295	24	0.28	15	Morning	Chat Ignored	53	185	99.9	Cancer	Slim	Casual Dating
Genderfluid	Straight	Remote Area	High	High School	Memes, MMA, Spirituality	128	Addicted	0.04	Choosy	68	8	4	288	44	0.18	9	After Midnight	Instant Match	45	181	59.3	Leo	Slim	Serious Relationship
Male	Asexual	Suburban	Very Low	High School	Tattoos, Crafting, History	3	Barely	0.49	Optimistic	41	8	3	135	18	0.4	18	After Midnight	Relationship Formed	32	162	52.2	Cancer	Muscular	Friends Only
Female	Demisexual	Remote Area	Middle	High School	Memes, Languages, Traveling	146	Addicted	0.18	Choosy	48	18	4	19	95	0.33	9	Morning	Instant Match	25	192	74.1	Virgo	Athletic	Serious Relationship
Transgender	Gay	Suburban	High	High School	K-pop, Social Activism, Music	93	High	0.26	Balanced	187	8	3	0	39	0.34	20	Evening	No Action	19	162	74.0	Capricorn	Athletic	Networking
Male	Demisexual	Remote Area	Very Low	High School	Hiking, Pets, Cars	167	Addicted	0.18	Choosy	46	24	0	15	59	0.44	6	Late Night	Ghosted	29	200	100.8	Taurus	Average	Casual Dating
Prefer Not to Say	Bisexual	Metro	Very High	MBA	Poetry, Foodie, MMA	39	Moderate	0.41	Optimistic	136	29	0	121	34	0.33	7	Late Night	Catfished	55	159	75.6	Sagittarius	Plus Size	Exploring
Non-binary	Straight	Small Town	High	No Formal Education	Coding, Stand-up Comedy, Dancing	76	High	0.44	Optimistic	90	1	5	223	61	0.02	11	After Midnight	Relationship Formed	51	197	84.2	Pisces	Plus Size	Casual Dating
Prefer Not to Say	Straight	Metro	Upper-Middle	Postdoc	Podcasts, Writing, Anime	207	Extreme User	0.35	Balanced	178	2	0	392	2	0.47	16	Late Night	Ghosted	27	169	69.1	Cancer	Muscular	Friends Only
Prefer Not to Say	Asexual	Small Town	Upper-Middle	No Formal Education	Clubbing, Painting, Spirituality	40	Moderate	0.18	Choosy	101	3	5	212	57	0.13	16	Morning	Chat Ignored	37	198	78.4	Gemini	Average	Hookups
Male	Queer	Metro	Lower-Middle	Postdoc	Anime, Meditation, Spirituality	127	Addicted	0.38	Balanced	8	5	6	158	35	0.13	7	Early Morning	Relationship Formed	44	158	66.4	Pisces	Slim	Hookups
Prefer Not to Say	Demisexual	Rural	Very High	Associate’s	Stand-up Comedy, Painting, Clubbing	84	High	0.13	Choosy	175	16	4	375	96	0.09	14	Afternoon	No Action	29	162	65.1	Pisces	Athletic	Serious Relationship
Transgender	Queer	Metro	High	Diploma	MMA, Tech, Anime	85	High	0.4	Optimistic	59	29	5	189	45	0.13	0	Evening	Chat Ignored	47	171	69.6	Leo	Slim	Exploring
Genderfluid	Queer	Rural	Lower-Middle	Postdoc	Crafting, Cars, Parenting	123	Addicted	0.27	Balanced	62	24	5	452	100	0.08	15	Early Morning	Blocked	49	177	57.3	Sagittarius	Slim	Casual Dating
Non-binary	Queer	Rural	Very High	Master’s	Languages, Foodie, Binge-Watching	130	Addicted	0.64	Optimistic	163	0	3	381	73	0.56	15	Early Morning	Ghosted	27	187	85.3	Scorpio	Curvy	Friends Only
Female	Asexual	Remote Area	Middle	MBA	Movies, Tattoos, Yoga	168	Addicted	0.79	Swipe Maniac	124	14	0	500	81	0.09	3	Late Night	Date Happened	18	171	57.9	Aries	Athletic	Exploring
Genderfluid	Lesbian	Suburban	Very Low	Diploma	Binge-Watching, K-pop, Coding	63	High	0.26	Balanced	155	4	0	253	42	0.2	8	Morning	One-sided Like	30	184	90.7	Leo	Slim	Networking
Male	Straight	Rural	Very Low	No Formal Education	Cooking, Movies, Spirituality	149	Addicted	0.33	Balanced	147	14	1	333	21	0.14	18	Evening	No Action	40	151	43.3	Cancer	Muscular	Networking
Female	Demisexual	Remote Area	Low	Diploma	Dancing, Gaming, Startups	280	Extreme User	0.64	Optimistic	166	14	1	145	69	0.26	23	Morning	Chat Ignored	46	179	86.5	Pisces	Athletic	Networking
Female	Straight	Urban	Very High	Master’s	Meditation, Art, Astrology	4	Barely	0.49	Optimistic	66	11	4	360	56	0.55	0	Afternoon	No Action	44	196	96.0	Sagittarius	Plus Size	Exploring
Male	Lesbian	Metro	High	MBA	History, Skating, MMA	114	High	0.63	Optimistic	131	18	2	91	95	0.27	10	Evening	One-sided Like	24	194	106.1	Virgo	Muscular	Serious Relationship
Prefer Not to Say	Asexual	Remote Area	Low	Diploma	Coding, Startups, Music	132	Addicted	0.63	Optimistic	127	13	2	58	65	0.54	7	Early Morning	Relationship Formed	31	192	98.4	Capricorn	Muscular	Exploring
Female	Bisexual	Urban	Middle	PhD	Motorcycling, Investing, Gardening	37	Moderate	0.01	Choosy	178	18	3	324	26	0.26	23	Early Morning	Ghosted	57	195	89.0	Taurus	Athletic	Serious Relationship
Transgender	Queer	Small Town	Very Low	Postdoc	Startups, Running, Traveling	12	Very Low	0.48	Optimistic	133	2	1	234	34	0.37	16	Late Night	Blocked	55	166	58.4	Sagittarius	Curvy	Exploring
Genderfluid	Queer	Rural	Very Low	Master’s	Coding, Gardening, Crafting	202	Extreme User	0.58	Optimistic	36	1	2	183	13	0.25	2	Evening	Instant Match	59	193	106.5	Cancer	Curvy	Hookups
Transgender	Demisexual	Remote Area	Low	No Formal Education	Yoga, Anime, Foodie	39	Moderate	0.43	Optimistic	78	0	3	277	12	0.21	2	Late Night	Blocked	46	187	69.6	Scorpio	Average	Networking
Genderfluid	Queer	Rural	Very Low	Diploma	Clubbing, Social Activism, Gardening	257	Extreme User	0.41	Optimistic	86	25	5	16	99	0.61	18	Afternoon	Date Happened	41	199	92.7	Gemini	Plus Size	Serious Relationship
Transgender	Straight	Metro	Middle	High School	Crafting, K-pop, Painting	13	Very Low	0.64	Optimistic	44	20	0	34	45	0.16	18	Late Night	Ghosted	36	196	79.1	Virgo	Muscular	Networking
Female	Demisexual	Remote Area	High	High School	Board Games, Makeup, Parenting	136	Addicted	0.46	Optimistic	58	3	6	55	62	0.38	5	After Midnight	Date Happened	49	162	78.5	Gemini	Athletic	Exploring
Male	Queer	Urban	High	Master’s	Languages, DIY, MMA	4	Barely	0.72	Swipe Maniac	136	12	4	316	53	0.64	1	Late Night	Chat Ignored	42	180	68.7	Scorpio	Plus Size	Friends Only
Non-binary	Lesbian	Remote Area	Low	Master’s	Memes, Anime, Board Games	95	High	0.1	Choosy	57	12	3	365	49	0.2	11	Afternoon	Blocked	54	178	71.0	Cancer	Plus Size	Casual Dating
Non-binary	Queer	Suburban	Low	Master’s	K-pop, Anime, Spirituality	14	Very Low	0.48	Optimistic	147	29	4	207	31	0.24	6	Evening	Chat Ignored	21	180	94.3	Cancer	Plus Size	Networking
Non-binary	Straight	Suburban	Very Low	Postdoc	Board Games, Cars, Makeup	261	Extreme User	0.61	Optimistic	187	18	6	124	69	0.05	20	After Midnight	Mutual Match	50	155	45.4	Taurus	Plus Size	Exploring
Male	Asexual	Remote Area	Upper-Middle	MBA	Traveling, Politics, Painting	195	Extreme User	0.44	Optimistic	180	0	4	461	80	0.53	3	Morning	Date Happened	50	179	78.2	Cancer	Muscular	Friends Only
Female	Pansexual	Suburban	Very Low	Bachelor’s	DIY, Art, Photography	159	Addicted	0.82	Swipe Maniac	86	20	3	432	67	0.14	6	Afternoon	Mutual Match	25	160	71.4	Sagittarius	Athletic	Serious Relationship
Male	Queer	Urban	High	Diploma	Art, Skating, Binge-Watching	271	Extreme User	0.67	Optimistic	129	11	6	276	79	0.23	21	Morning	Date Happened	34	150	64.8	Taurus	Athletic	Exploring
Male	Lesbian	Rural	Very Low	High School	Pets, History, Gardening	244	Extreme User	0.27	Balanced	66	6	4	473	73	0.3	6	After Midnight	One-sided Like	33	155	58.4	Scorpio	Curvy	Exploring
Non-binary	Demisexual	Remote Area	Low	High School	Fitness, Gardening, Investing	250	Extreme User	0.7	Swipe Maniac	105	20	2	415	8	0.12	18	Early Morning	Catfished	31	176	75.3	Pisces	Curvy	Hookups
Genderfluid	Asexual	Rural	Very High	Master’s	Dancing, K-pop, Running	14	Very Low	0.53	Optimistic	32	19	3	442	54	0.53	7	Morning	Date Happened	50	170	74.9	Scorpio	Plus Size	Hookups
Male	Demisexual	Metro	Low	Master’s	Reading, Startups, Hiking	232	Extreme User	0.3	Balanced	59	7	2	24	82	0.22	9	After Midnight	Mutual Match	36	178	72.2	Aries	Muscular	Friends Only
Prefer Not to Say	Straight	Metro	Very Low	Diploma	Running, Art, Motorcycling	30	Moderate	0.39	Balanced	74	14	4	375	92	0.23	0	Late Night	Mutual Match	39	148	47.3	Capricorn	Average	Serious Relationship
Non-binary	Demisexual	Suburban	Low	No Formal Education	Dancing, Fitness, Photography	228	Extreme User	0.49	Optimistic	58	21	1	299	67	0.33	11	After Midnight	Instant Match	51	194	71.1	Cancer	Plus Size	Casual Dating
Transgender	Queer	Remote Area	Middle	MBA	Anime, Yoga, Reading	245	Extreme User	0.74	Swipe Maniac	134	16	5	163	88	0.6	14	After Midnight	One-sided Like	41	158	60.9	Libra	Muscular	Exploring
Non-binary	Bisexual	Remote Area	Lower-Middle	Master’s	Gardening, Clubbing, Languages	111	High	0.32	Balanced	81	25	3	451	31	0.36	21	Morning	Mutual Match	47	164	62.7	Aries	Plus Size	Casual Dating
Male	Demisexual	Suburban	Middle	Bachelor’s	Skating, Investing, Crafting	142	Addicted	0.39	Balanced	189	29	4	138	68	0.06	13	Early Morning	Ghosted	45	168	65.5	Taurus	Plus Size	Hookups
Genderfluid	Bisexual	Rural	Lower-Middle	PhD	Pets, Photography, Fitness	286	Extreme User	0.51	Optimistic	179	4	6	81	42	0.07	15	After Midnight	Relationship Formed	21	200	112.0	Gemini	Average	Serious Relationship
Genderfluid	Demisexual	Urban	High	Postdoc	Spirituality, Clubbing, MMA	197	Extreme User	0.44	Optimistic	34	27	1	42	51	0.13	7	Late Night	No Action	27	181	86.5	Taurus	Athletic	Casual Dating
Male	Lesbian	Remote Area	Lower-Middle	PhD	Hiking, Clubbing, Binge-Watching	207	Extreme User	0.47	Optimistic	155	13	6	97	98	0.27	13	Late Night	Mutual Match	49	152	53.6	Cancer	Average	Exploring
Male	Straight	Remote Area	Low	PhD	Running, Reading, Anime	254	Extreme User	0.44	Optimistic	170	1	5	399	69	0.23	0	Early Morning	Date Happened	54	148	62.6	Taurus	Muscular	Networking
Male	Asexual	Remote Area	Middle	No Formal Education	Memes, Gaming, Gardening	117	High	0.37	Balanced	120	19	2	486	67	0.14	1	Evening	Instant Match	33	184	68.1	Scorpio	Slim	Networking
Male	Bisexual	Rural	Upper-Middle	Bachelor’s	Reading, Foodie, Running	42	Moderate	0.49	Optimistic	180	23	4	258	13	0.44	7	Late Night	Relationship Formed	48	148	65.5	Scorpio	Average	Exploring
Transgender	Demisexual	Metro	Middle	Diploma	Crafting, Investing, Anime	51	Moderate	0.55	Optimistic	144	26	2	180	1	0.09	16	Afternoon	Ghosted	49	190	73.6	Pisces	Muscular	Exploring
Non-binary	Asexual	Small Town	High	No Formal Education	Tech, Podcasts, Memes	156	Addicted	0.51	Optimistic	186	12	5	465	71	0.57	14	Early Morning	Chat Ignored	28	164	61.9	Leo	Slim	Serious Relationship
Genderfluid	Pansexual	Urban	High	No Formal Education	Dancing, Gardening, Politics	231	Extreme User	0.44	Optimistic	178	24	6	469	64	0.36	5	Late Night	Mutual Match	23	145	57.4	Scorpio	Average	Casual Dating
Female	Asexual	Metro	Upper-Middle	Postdoc	Sneaker Culture, Foodie, Photography	107	High	0.05	Choosy	175	3	1	356	27	0.38	13	Early Morning	Chat Ignored	27	160	57.9	Leo	Slim	Friends Only
Prefer Not to Say	Demisexual	Suburban	Low	Master’s	Startups, K-pop, Tech	194	Extreme User	0.41	Optimistic	147	0	0	194	0	0.65	8	Evening	Relationship Formed	29	159	58.1	Virgo	Athletic	Serious Relationship
Prefer Not to Say	Asexual	Small Town	Very High	PhD	Gaming, Tech, Yoga	199	Extreme User	0.94	Swipe Maniac	45	14	4	329	57	0.07	22	Evening	Ghosted	31	152	67.7	Aries	Muscular	Hookups
Genderfluid	Straight	Urban	High	MBA	Binge-Watching, Stand-up Comedy, Reading	168	Addicted	0.31	Balanced	126	24	2	337	32	0.25	14	Late Night	Instant Match	33	183	80.7	Capricorn	Average	Serious Relationship
Prefer Not to Say	Asexual	Suburban	Middle	Master’s	Stand-up Comedy, Memes, Movies	133	Addicted	0.5	Optimistic	103	12	2	271	73	0.21	15	Morning	Mutual Match	29	153	55.2	Capricorn	Slim	Friends Only
Female	Straight	Remote Area	Middle	No Formal Education	Stand-up Comedy, Coding, Writing	143	Addicted	0.43	Optimistic	173	13	3	35	88	0.09	6	Afternoon	Ghosted	33	158	56.2	Gemini	Plus Size	Networking
Prefer Not to Say	Bisexual	Urban	Middle	Master’s	Tech, Cars, Painting	242	Extreme User	0.66	Optimistic	123	1	2	331	52	0.07	14	Early Morning	Blocked	18	179	78.2	Taurus	Athletic	Hookups
Female	Straight	Small Town	Very High	No Formal Education	Writing, Skating, Tattoos	220	Extreme User	0.34	Balanced	92	11	4	282	26	0.2	6	Afternoon	Relationship Formed	19	181	86.8	Scorpio	Plus Size	Friends Only
Female	Lesbian	Metro	Upper-Middle	PhD	Tattoos, Languages, Investing	272	Extreme User	0.65	Optimistic	33	13	0	326	48	0.21	18	Late Night	Ghosted	58	176	75.9	Leo	Plus Size	Casual Dating
Genderfluid	Asexual	Remote Area	Middle	MBA	Motorcycling, Fashion, History	62	High	0.66	Optimistic	125	4	2	251	97	0.25	0	Afternoon	Chat Ignored	21	185	82.1	Scorpio	Slim	Networking
Male	Bisexual	Rural	Upper-Middle	No Formal Education	Social Activism, Fitness, K-pop	37	Moderate	0.7	Swipe Maniac	107	2	6	220	0	0.35	0	Evening	Instant Match	28	179	88.4	Taurus	Slim	Serious Relationship
Prefer Not to Say	Asexual	Suburban	High	Diploma	Traveling, History, Investing	270	Extreme User	0.66	Optimistic	53	23	5	464	69	0.07	23	Evening	Relationship Formed	23	179	93.6	Virgo	Muscular	Casual Dating
Transgender	Straight	Metro	High	Associate’s	DIY, Gardening, Investing	138	Addicted	0.25	Balanced	15	4	5	23	87	0.39	4	Early Morning	One-sided Like	42	146	62.2	Gemini	Athletic	Friends Only
Male	Pansexual	Suburban	Very High	Bachelor’s	Cars, Pets, Tech	190	Extreme User	0.33	Balanced	183	27	6	90	52	0.39	8	After Midnight	Ghosted	43	148	59.1	Leo	Plus Size	Serious Relationship
Genderfluid	Asexual	Rural	Lower-Middle	High School	Tattoos, Languages, Clubbing	220	Extreme User	0.46	Optimistic	190	22	4	383	33	0.66	5	Evening	Date Happened	18	163	58.7	Leo	Curvy	Networking
Transgender	Straight	Remote Area	Very Low	Diploma	Astrology, Cars, Cooking	252	Extreme User	0.36	Balanced	4	0	2	331	19	0.19	13	Late Night	Chat Ignored	20	158	60.7	Pisces	Slim	Hookups
Prefer Not to Say	Pansexual	Metro	Upper-Middle	Diploma	Astrology, Hiking, Reading	84	High	0.4	Optimistic	53	10	5	39	4	0.58	19	Afternoon	Blocked	42	173	59.3	Sagittarius	Plus Size	Networking
Genderfluid	Asexual	Rural	High	Associate’s	K-pop, Makeup, Stand-up Comedy	256	Extreme User	0.02	Choosy	36	27	2	291	78	0.59	14	Late Night	Instant Match	54	190	93.1	Leo	Plus Size	Casual Dating
Male	Queer	Urban	Very Low	Postdoc	Makeup, Pets, History	230	Extreme User	0.06	Choosy	90	9	0	257	38	0.52	1	Early Morning	Date Happened	57	196	107.9	Aquarius	Muscular	Casual Dating
Female	Bisexual	Small Town	Very High	PhD	Cooking, Gaming, Dancing	76	High	0.19	Choosy	133	17	6	60	93	0.3	22	Evening	Relationship Formed	22	162	73.2	Gemini	Plus Size	Casual Dating
Genderfluid	Pansexual	Urban	Low	No Formal Education	Art, Investing, Cars	11	Very Low	0.8	Swipe Maniac	110	23	3	484	7	0.37	13	Morning	Instant Match	48	149	52.8	Capricorn	Muscular	Casual Dating
Transgender	Lesbian	Suburban	Lower-Middle	Postdoc	Running, Crafting, Tech	109	High	0.24	Balanced	59	4	3	329	17	0.16	6	After Midnight	Instant Match	20	164	55.9	Gemini	Athletic	Networking
Prefer Not to Say	Pansexual	Remote Area	Lower-Middle	No Formal Education	Traveling, Running, Foodie	125	Addicted	0.13	Choosy	42	15	5	43	37	0.53	14	Evening	Instant Match	31	190	105.8	Scorpio	Slim	Serious Relationship
Prefer Not to Say	Gay	Suburban	Middle	Diploma	K-pop, Investing, Hiking	195	Extreme User	0.48	Optimistic	75	10	3	101	0	0.55	4	After Midnight	Catfished	37	185	92.1	Aquarius	Average	Networking
Male	Gay	Remote Area	Very Low	Postdoc	Podcasts, Stand-up Comedy, Binge-Watching	243	Extreme User	0.51	Optimistic	48	19	4	265	51	0.79	1	Evening	Chat Ignored	31	153	46.8	Virgo	Muscular	Hookups
Prefer Not to Say	Asexual	Suburban	Lower-Middle	Bachelor’s	Social Activism, Stand-up Comedy, Running	118	High	0.88	Swipe Maniac	78	18	1	385	81	0.09	12	Afternoon	One-sided Like	21	169	75.4	Leo	Athletic	Casual Dating
Non-binary	Bisexual	Small Town	Lower-Middle	Postdoc	Motorcycling, Fitness, Clubbing	239	Extreme User	0.44	Optimistic	80	22	5	349	26	0.17	18	Early Morning	Blocked	39	158	51.9	Capricorn	Curvy	Casual Dating
Non-binary	Bisexual	Metro	High	Bachelor’s	Movies, Podcasts, Painting	225	Extreme User	0.93	Swipe Maniac	22	21	1	142	74	0.57	16	Evening	Catfished	31	148	46.2	Leo	Average	Networking
Male	Bisexual	Rural	Upper-Middle	Diploma	Cars, Cooking, Crafting	244	Extreme User	0.36	Balanced	109	15	1	279	29	0.48	21	After Midnight	Instant Match	44	189	85.4	Virgo	Plus Size	Exploring
Genderfluid	Gay	Rural	High	Master’s	K-pop, Running, Meditation	35	Moderate	0.57	Optimistic	152	30	5	435	43	0.08	7	Early Morning	Relationship Formed	48	186	76.8	Libra	Curvy	Serious Relationship
Female	Gay	Rural	High	Diploma	Tech, K-pop, Fitness	106	High	0.4	Optimistic	89	23	4	96	42	0.2	3	Afternoon	Mutual Match	42	180	87.2	Aquarius	Slim	Hookups
Non-binary	Demisexual	Suburban	Very High	No Formal Education	Anime, Traveling, Gaming	91	High	0.61	Optimistic	129	6	2	323	50	0.18	17	After Midnight	No Action	36	154	57.6	Pisces	Athletic	Exploring
Transgender	Straight	Rural	Lower-Middle	MBA	Spirituality, Gaming, Yoga	72	High	0.51	Optimistic	42	30	3	28	1	0.63	19	Afternoon	Date Happened	21	183	63.0	Taurus	Athletic	Friends Only
Transgender	Demisexual	Small Town	High	PhD	Poetry, Movies, Spirituality	161	Addicted	0.45	Optimistic	120	16	0	498	2	0.07	12	Early Morning	One-sided Like	54	146	63.5	Sagittarius	Average	Exploring
Prefer Not to Say	Queer	Urban	Very High	PhD	Movies, Astrology, Stand-up Comedy	178	Addicted	0.17	Choosy	42	5	5	43	71	0.14	15	Early Morning	Mutual Match	41	183	72.7	Gemini	Athletic	Networking
Non-binary	Straight	Small Town	Very High	PhD	Art, Cars, Clubbing	30	Moderate	0.41	Optimistic	169	15	3	130	65	0.34	19	Afternoon	Mutual Match	54	178	85.5	Aries	Slim	Casual Dating
Transgender	Asexual	Small Town	Middle	MBA	Gaming, Memes, Podcasts	261	Extreme User	0.64	Optimistic	168	5	2	111	22	0.03	21	Late Night	Catfished	47	185	66.7	Aries	Average	Casual Dating
Non-binary	Asexual	Urban	Middle	Associate’s	Investing, Gaming, Art	81	High	0.43	Optimistic	133	19	3	48	79	0.04	22	Early Morning	Instant Match	25	199	108.5	Pisces	Slim	Friends Only
Transgender	Demisexual	Suburban	Very Low	No Formal Education	Board Games, History, Coding	276	Extreme User	0.71	Swipe Maniac	36	21	2	210	80	0.23	7	Evening	Mutual Match	23	172	83.7	Virgo	Slim	Friends Only
Female	Bisexual	Rural	Lower-Middle	Associate’s	Board Games, Spirituality, Music	90	High	0.4	Optimistic	40	5	5	99	44	0.26	22	Early Morning	Date Happened	18	157	73.2	Capricorn	Slim	Networking
Transgender	Straight	Urban	Middle	Diploma	Crafting, Coding, Memes	36	Moderate	0.6	Optimistic	61	21	1	425	54	0.35	23	Evening	Relationship Formed	27	172	65.1	Gemini	Muscular	Exploring
Transgender	Bisexual	Metro	Upper-Middle	No Formal Education	Parenting, Coding, Anime	277	Extreme User	0.43	Optimistic	127	15	5	77	10	0.38	3	Afternoon	No Action	24	162	69.3	Leo	Athletic	Serious Relationship
Non-binary	Lesbian	Small Town	High	MBA	Dancing, Binge-Watching, Board Games	252	Extreme User	0.81	Swipe Maniac	66	26	2	190	10	0.57	14	Morning	Mutual Match	36	150	42.3	Libra	Muscular	Hookups

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