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	Pansexual	Rural	Upper-Middle	Postdoc	Music, Stand-up Comedy, Art	204	Extreme User	0.5	Optimistic	83	0	3	215	48	0.06	1	Afternoon	Catfished	58	152	43.4	Virgo	Plus Size	Casual Dating
Male	Asexual	Metro	Lower-Middle	Master’s	Cooking, Languages, Photography	284	Extreme User	0.54	Optimistic	13	13	5	328	44	0.37	3	Evening	No Action	49	200	117.2	Cancer	Plus Size	Hookups
Female	Pansexual	Metro	Low	No Formal Education	Makeup, Clubbing, Running	192	Extreme User	0.5	Optimistic	184	3	6	321	100	0.45	12	Early Morning	Chat Ignored	58	192	66.7	Capricorn	Slim	Friends Only
Genderfluid	Queer	Remote Area	Very High	PhD	Traveling, Sneaker Culture, Dancing	244	Extreme User	0.47	Optimistic	140	25	0	109	28	0.02	20	Evening	Mutual Match	54	198	113.7	Capricorn	Curvy	Exploring
Non-binary	Gay	Suburban	Middle	Bachelor’s	Pets, Movies, Memes	299	Extreme User	0.49	Optimistic	76	13	6	302	77	0.42	0	Evening	Ghosted	55	161	49.8	Virgo	Athletic	Exploring
Genderfluid	Demisexual	Metro	Very High	PhD	Spirituality, DIY, Cooking	19	Low	0.34	Balanced	77	17	6	378	11	0.31	9	After Midnight	Instant Match	26	151	42.0	Sagittarius	Curvy	Hookups
Male	Bisexual	Remote Area	High	Postdoc	Fashion, History, Memes	236	Extreme User	0.59	Optimistic	188	8	6	321	87	0.1	11	After Midnight	Chat Ignored	24	164	77.5	Gemini	Slim	Friends Only
Female	Queer	Remote Area	Lower-Middle	Master’s	Board Games, Traveling, Yoga	62	High	0.55	Optimistic	167	4	5	452	81	0.58	1	Morning	No Action	51	179	62.5	Capricorn	Athletic	Hookups
Transgender	Gay	Metro	Low	Associate’s	Poetry, Gaming, DIY	283	Extreme User	0.35	Balanced	34	11	0	283	89	0.19	6	Afternoon	Chat Ignored	25	174	56.3	Pisces	Athletic	Serious Relationship
Female	Queer	Suburban	Lower-Middle	Master’s	Gaming, Clubbing, Art	181	Extreme User	0.49	Optimistic	79	4	3	465	35	0.27	6	Early Morning	Chat Ignored	47	151	57.2	Virgo	Curvy	Casual Dating
Genderfluid	Queer	Small Town	Very High	Associate’s	Stand-up Comedy, Politics, Movies	277	Extreme User	0.85	Swipe Maniac	2	2	1	373	12	0.56	2	Evening	Mutual Match	19	147	53.2	Capricorn	Slim	Serious Relationship
Male	Queer	Small Town	High	Postdoc	Memes, Tech, DIY	45	Moderate	0.27	Balanced	39	11	5	269	54	0.17	7	Late Night	Ghosted	18	178	82.1	Taurus	Curvy	Exploring
Female	Queer	Suburban	Very High	Associate’s	Music, Investing, Running	292	Extreme User	0.5	Optimistic	93	24	1	161	52	0.02	11	Evening	Date Happened	33	188	90.5	Gemini	Muscular	Serious Relationship
Transgender	Straight	Rural	Very High	Bachelor’s	Foodie, Startups, Gardening	191	Extreme User	0.45	Optimistic	32	27	3	284	36	0.3	11	Early Morning	One-sided Like	35	193	79.7	Pisces	Athletic	Exploring
Male	Pansexual	Rural	Middle	Diploma	Podcasts, Social Activism, Tech	32	Moderate	0.89	Swipe Maniac	145	27	2	403	95	0.67	13	Afternoon	Catfished	30	200	81.2	Cancer	Athletic	Casual Dating
Non-binary	Bisexual	Small Town	High	Diploma	K-pop, Skating, Coding	120	Addicted	0.88	Swipe Maniac	109	23	2	411	33	0.11	15	Afternoon	Chat Ignored	47	191	66.4	Virgo	Average	Exploring
Non-binary	Pansexual	Suburban	High	Diploma	Foodie, Anime, Astrology	200	Extreme User	0.14	Choosy	171	23	6	233	53	0.09	12	Afternoon	One-sided Like	29	175	89.1	Capricorn	Athletic	Hookups
Non-binary	Asexual	Small Town	Middle	Master’s	Podcasts, Makeup, DIY	224	Extreme User	0.69	Optimistic	100	24	2	9	55	0.12	9	Morning	One-sided Like	34	145	46.7	Aquarius	Plus Size	Exploring
Transgender	Gay	Urban	Low	Diploma	Makeup, Skating, Memes	199	Extreme User	0.45	Optimistic	100	19	1	329	9	0.69	11	Morning	Mutual Match	49	184	96.5	Scorpio	Curvy	Exploring
Non-binary	Queer	Small Town	Upper-Middle	Postdoc	Yoga, K-pop, Running	143	Addicted	0.44	Optimistic	55	7	6	305	74	0.29	15	Late Night	Catfished	23	174	85.1	Scorpio	Muscular	Casual Dating
Male	Asexual	Small Town	High	No Formal Education	Stand-up Comedy, Binge-Watching, Social Activism	203	Extreme User	0.4	Optimistic	147	7	3	128	100	0.25	23	Morning	Date Happened	24	171	66.7	Scorpio	Muscular	Casual Dating
Genderfluid	Asexual	Remote Area	Low	High School	Clubbing, Yoga, Gaming	255	Extreme User	0.45	Optimistic	185	15	1	175	46	0.12	12	Late Night	Blocked	52	156	71.8	Capricorn	Average	Serious Relationship
Non-binary	Pansexual	Rural	Middle	Postdoc	Tech, Foodie, Gaming	34	Moderate	0.33	Balanced	170	20	2	173	24	0.29	13	Morning	Catfished	53	183	76.0	Capricorn	Slim	Exploring
Female	Bisexual	Remote Area	Middle	MBA	Parenting, Coding, Anime	164	Addicted	0.94	Swipe Maniac	127	27	2	439	2	0.73	23	Afternoon	No Action	32	147	45.2	Aquarius	Curvy	Friends Only
Genderfluid	Gay	Urban	Very High	Master’s	MMA, Makeup, Crafting	271	Extreme User	0.6	Optimistic	30	26	3	199	25	0.42	21	Morning	No Action	33	199	116.8	Aries	Muscular	Exploring
Prefer Not to Say	Bisexual	Small Town	Lower-Middle	Master’s	MMA, Gaming, K-pop	8	Very Low	0.21	Balanced	104	25	1	310	4	0.18	3	Evening	Relationship Formed	49	194	72.3	Aries	Average	Casual Dating
Prefer Not to Say	Straight	Rural	Middle	Associate’s	Dancing, Cooking, Hiking	251	Extreme User	0.55	Optimistic	190	19	3	145	54	0.24	6	Morning	One-sided Like	48	152	43.7	Leo	Plus Size	Networking
Prefer Not to Say	Bisexual	Small Town	High	High School	Movies, Painting, Fashion	297	Extreme User	0.59	Optimistic	0	0	6	150	76	0.58	4	Morning	Relationship Formed	36	188	64.3	Sagittarius	Plus Size	Friends Only
Genderfluid	Bisexual	Remote Area	Very Low	No Formal Education	Tech, Skating, Coding	93	High	0.38	Balanced	29	1	2	21	22	0.23	13	Morning	Chat Ignored	53	188	77.4	Aries	Slim	Hookups
Transgender	Gay	Suburban	Upper-Middle	Associate’s	Binge-Watching, Crafting, Cars	115	High	0.52	Optimistic	171	23	4	264	82	0.09	20	Late Night	One-sided Like	41	184	84.6	Libra	Muscular	Friends Only
Transgender	Lesbian	Suburban	Very Low	High School	Stand-up Comedy, Photography, Tech	276	Extreme User	0.23	Balanced	61	7	2	478	18	0.53	8	Morning	Relationship Formed	23	153	61.1	Aries	Athletic	Serious Relationship
Non-binary	Asexual	Suburban	Lower-Middle	Bachelor’s	Painting, Board Games, Stand-up Comedy	45	Moderate	0.65	Optimistic	64	25	6	478	36	0.07	18	Evening	Relationship Formed	28	169	71.1	Virgo	Average	Exploring
Transgender	Queer	Rural	Low	No Formal Education	Fitness, Startups, Anime	172	Addicted	0.76	Swipe Maniac	184	3	1	443	4	0.48	14	Morning	Catfished	19	174	66.9	Pisces	Slim	Serious Relationship
Male	Gay	Metro	High	High School	Pets, Clubbing, Investing	87	High	0.51	Optimistic	172	18	2	217	66	0.47	18	Late Night	Instant Match	55	171	54.1	Aquarius	Plus Size	Networking
Female	Bisexual	Urban	Lower-Middle	High School	Cooking, Reading, Hiking	15	Low	0.24	Balanced	96	1	3	291	71	0.36	13	Afternoon	Mutual Match	35	169	66.3	Taurus	Plus Size	Hookups
Genderfluid	Gay	Remote Area	High	PhD	Pets, Coding, Podcasts	249	Extreme User	0.39	Balanced	136	27	2	95	94	0.13	12	After Midnight	Chat Ignored	37	184	65.0	Scorpio	Plus Size	Exploring
Female	Queer	Rural	Upper-Middle	No Formal Education	Podcasts, Music, Anime	248	Extreme User	0.54	Optimistic	114	0	2	496	18	0.54	8	Morning	Catfished	53	198	83.5	Aries	Athletic	Casual Dating
Male	Lesbian	Metro	High	MBA	Movies, Dancing, MMA	217	Extreme User	0.41	Optimistic	69	17	6	451	54	0.47	2	Late Night	Date Happened	47	185	94.8	Leo	Curvy	Networking
Male	Demisexual	Urban	Very Low	Diploma	Startups, Meditation, Foodie	103	High	0.44	Optimistic	143	20	6	66	78	0.36	11	Early Morning	Date Happened	39	156	70.1	Gemini	Athletic	Friends Only
Non-binary	Demisexual	Remote Area	Lower-Middle	Bachelor’s	Binge-Watching, Skating, Writing	22	Low	0.47	Optimistic	109	17	2	448	77	0.5	17	Early Morning	Catfished	26	183	95.1	Aries	Plus Size	Hookups
Prefer Not to Say	Asexual	Small Town	Very Low	MBA	Traveling, Painting, Running	270	Extreme User	0.57	Optimistic	187	17	2	158	23	0.62	23	Afternoon	Blocked	18	163	70.1	Cancer	Curvy	Friends Only
Genderfluid	Demisexual	Suburban	Low	Postdoc	Languages, Stand-up Comedy, Tattoos	148	Addicted	0.51	Optimistic	64	2	3	52	38	0.49	22	Early Morning	Mutual Match	32	186	85.1	Aquarius	Plus Size	Exploring
Male	Straight	Small Town	Very Low	High School	Languages, Podcasts, Crafting	11	Very Low	0.35	Balanced	0	0	4	283	78	0.33	11	After Midnight	Mutual Match	41	167	73.6	Sagittarius	Plus Size	Hookups
Prefer Not to Say	Queer	Metro	Lower-Middle	MBA	Movies, Spirituality, K-pop	165	Addicted	0.28	Balanced	134	18	0	494	69	0.4	3	Morning	Chat Ignored	38	193	68.9	Gemini	Curvy	Networking
Transgender	Pansexual	Remote Area	High	Associate’s	Social Activism, Cooking, Investing	2	Barely	0.34	Balanced	1	1	4	399	52	0.11	3	After Midnight	Mutual Match	50	180	94.9	Sagittarius	Average	Casual Dating
Genderfluid	Straight	Remote Area	Very High	Postdoc	Crafting, Fitness, Poetry	222	Extreme User	0.37	Balanced	192	16	1	433	35	0.32	11	Early Morning	One-sided Like	45	170	85.3	Libra	Muscular	Hookups
Prefer Not to Say	Pansexual	Metro	High	MBA	Pets, Tattoos, Binge-Watching	2	Barely	0.43	Optimistic	197	8	0	423	51	0.37	7	After Midnight	Date Happened	20	148	55.2	Gemini	Athletic	Casual Dating
Genderfluid	Queer	Rural	Low	Diploma	History, Pets, Tech	229	Extreme User	0.37	Balanced	32	9	1	100	16	0.17	10	Morning	Catfished	44	175	58.5	Cancer	Muscular	Serious Relationship
Female	Asexual	Rural	Lower-Middle	MBA	Fitness, MMA, Writing	131	Addicted	0.4	Optimistic	50	6	2	24	5	0.23	4	Early Morning	Chat Ignored	25	147	49.1	Virgo	Slim	Casual Dating
Female	Bisexual	Metro	Low	Master’s	MMA, Startups, Tattoos	205	Extreme User	0.46	Optimistic	118	9	1	226	72	0.34	13	Afternoon	Ghosted	18	157	51.5	Sagittarius	Average	Exploring
Genderfluid	Gay	Rural	High	MBA	Skating, Podcasts, Motorcycling	155	Addicted	0.52	Optimistic	8	6	3	10	3	0.11	9	Afternoon	Ghosted	43	179	86.8	Aries	Slim	Friends Only
Non-binary	Asexual	Urban	Middle	High School	MMA, Crafting, Running	207	Extreme User	0.48	Optimistic	159	2	6	240	19	0.16	2	Late Night	Chat Ignored	46	146	47.1	Leo	Curvy	Hookups
Genderfluid	Queer	Metro	Lower-Middle	MBA	Stand-up Comedy, K-pop, Movies	192	Extreme User	0.45	Optimistic	72	24	1	237	14	0.5	13	Morning	Chat Ignored	48	198	75.7	Taurus	Muscular	Friends Only
Male	Pansexual	Rural	Lower-Middle	High School	History, Pets, Gardening	229	Extreme User	0.59	Optimistic	4	4	6	86	9	0.18	13	Afternoon	No Action	45	178	88.7	Libra	Slim	Serious Relationship
Non-binary	Demisexual	Small Town	Very Low	MBA	Reading, Coding, Gardening	149	Addicted	0.69	Optimistic	116	13	3	486	75	0.11	8	Morning	One-sided Like	56	193	110.3	Taurus	Curvy	Hookups
Transgender	Pansexual	Metro	Very Low	Diploma	Politics, Languages, Podcasts	114	High	0.3	Balanced	150	8	2	107	57	0.19	15	After Midnight	Chat Ignored	21	160	46.6	Cancer	Slim	Serious Relationship
Transgender	Asexual	Small Town	Low	Bachelor’s	Startups, Skating, Hiking	95	High	0.42	Optimistic	194	3	1	98	86	0.12	10	Afternoon	No Action	47	172	68.0	Scorpio	Plus Size	Hookups
Transgender	Bisexual	Metro	Low	No Formal Education	Traveling, Music, Politics	195	Extreme User	0.45	Optimistic	127	16	4	52	82	0.35	23	Morning	No Action	38	180	71.0	Sagittarius	Plus Size	Exploring
Non-binary	Straight	Suburban	Very Low	High School	Writing, Foodie, Gardening	294	Extreme User	0.24	Balanced	154	30	4	285	87	0.27	18	After Midnight	Mutual Match	18	172	68.6	Scorpio	Curvy	Casual Dating
Prefer Not to Say	Asexual	Suburban	High	Postdoc	Crafting, Tattoos, Startups	63	High	0.7	Swipe Maniac	140	20	0	302	83	0.22	4	Early Morning	Date Happened	53	172	53.8	Scorpio	Curvy	Networking
Non-binary	Straight	Rural	Lower-Middle	Bachelor’s	Stand-up Comedy, Motorcycling, Crafting	158	Addicted	0.57	Optimistic	69	8	0	173	99	0.57	14	Early Morning	Chat Ignored	23	178	80.8	Aries	Slim	Hookups
Genderfluid	Pansexual	Metro	Middle	No Formal Education	Poetry, Tattoos, Crafting	76	High	0.41	Optimistic	21	2	3	335	2	0.36	7	Morning	Catfished	24	187	90.9	Leo	Curvy	Hookups
Non-binary	Lesbian	Rural	High	Associate’s	Anime, Gaming, Motorcycling	90	High	0.62	Optimistic	79	2	3	131	13	0.5	16	Afternoon	Catfished	34	159	72.1	Scorpio	Muscular	Serious Relationship
Male	Demisexual	Remote Area	Very High	Diploma	Meditation, Dancing, Anime	98	High	0.29	Balanced	79	1	2	309	63	0.11	8	After Midnight	Chat Ignored	59	170	79.2	Leo	Plus Size	Hookups
Genderfluid	Pansexual	Remote Area	Low	PhD	Poetry, Gaming, Stand-up Comedy	253	Extreme User	0.59	Optimistic	134	3	0	270	76	0.43	16	Evening	Date Happened	55	153	55.5	Cancer	Muscular	Serious Relationship
Transgender	Pansexual	Urban	Lower-Middle	Master’s	Meditation, Motorcycling, Spirituality	271	Extreme User	0.48	Optimistic	81	2	5	130	24	0.23	5	Morning	No Action	22	153	46.8	Gemini	Average	Networking
Genderfluid	Asexual	Metro	Very Low	Bachelor’s	Motorcycling, MMA, Podcasts	250	Extreme User	0.41	Optimistic	89	11	5	354	99	0.21	19	Evening	One-sided Like	57	157	53.7	Pisces	Muscular	Friends Only
Genderfluid	Bisexual	Rural	Very High	MBA	Crafting, Cars, Politics	25	Low	0.4	Optimistic	86	28	6	410	69	0.09	21	Evening	Relationship Formed	28	195	98.5	Libra	Plus Size	Networking
Female	Asexual	Urban	Upper-Middle	Postdoc	Skating, Clubbing, Investing	34	Moderate	0.63	Optimistic	70	4	6	218	3	0.2	7	Afternoon	Relationship Formed	33	150	60.1	Capricorn	Curvy	Serious Relationship
Transgender	Lesbian	Suburban	Very High	Postdoc	Spirituality, DIY, Movies	44	Moderate	0.21	Balanced	97	15	0	492	98	0.17	6	Morning	One-sided Like	23	162	49.3	Cancer	Plus Size	Casual Dating
Transgender	Gay	Rural	Low	PhD	Crafting, Clubbing, Motorcycling	235	Extreme User	0.3	Balanced	178	10	3	224	38	0.09	2	Early Morning	Chat Ignored	53	158	63.2	Pisces	Muscular	Hookups
Prefer Not to Say	Asexual	Urban	Very High	PhD	Yoga, Traveling, Fitness	88	High	0.44	Optimistic	44	28	4	343	67	0.25	4	Morning	Catfished	53	185	98.6	Sagittarius	Plus Size	Serious Relationship
Genderfluid	Gay	Small Town	High	No Formal Education	Sneaker Culture, Investing, Meditation	181	Extreme User	0.44	Optimistic	143	14	5	195	85	0.13	23	After Midnight	Catfished	59	186	71.6	Gemini	Plus Size	Casual Dating
Female	Bisexual	Suburban	Very Low	MBA	K-pop, Tattoos, Crafting	142	Addicted	0.75	Swipe Maniac	34	23	1	187	80	0.11	21	Evening	Date Happened	40	168	57.3	Taurus	Average	Friends Only
Non-binary	Pansexual	Suburban	Very Low	Associate’s	Spirituality, Gaming, Memes	57	Moderate	0.67	Optimistic	96	21	3	189	33	0.18	18	Morning	No Action	21	151	66.1	Pisces	Athletic	Casual Dating
Genderfluid	Pansexual	Small Town	Very Low	Postdoc	Investing, Sneaker Culture, Writing	53	Moderate	0.51	Optimistic	55	11	0	349	13	0.34	14	Late Night	Mutual Match	21	146	39.6	Gemini	Curvy	Serious Relationship
Male	Pansexual	Suburban	Upper-Middle	Associate’s	Cars, Startups, Crafting	262	Extreme User	0.17	Choosy	116	1	3	326	80	0.31	9	Evening	Mutual Match	43	173	74.2	Virgo	Curvy	Exploring
Non-binary	Asexual	Small Town	Upper-Middle	Diploma	Clubbing, Yoga, Memes	8	Very Low	0.46	Optimistic	41	23	0	215	65	0.55	22	Early Morning	Chat Ignored	30	171	53.5	Gemini	Curvy	Exploring
Prefer Not to Say	Pansexual	Metro	Very High	MBA	Gardening, Languages, Running	69	High	0.76	Swipe Maniac	115	18	0	320	24	0.32	23	Evening	Mutual Match	53	146	44.3	Cancer	Average	Serious Relationship
Female	Bisexual	Suburban	Middle	MBA	Social Activism, Startups, Tech	18	Low	0.33	Balanced	142	12	6	192	83	0.23	20	Evening	Relationship Formed	40	156	57.7	Capricorn	Muscular	Friends Only
Female	Asexual	Metro	Middle	Associate’s	Painting, Stand-up Comedy, Spirituality	288	Extreme User	0.27	Balanced	68	22	0	349	49	0.16	22	Morning	One-sided Like	20	163	50.5	Aries	Average	Hookups
Male	Demisexual	Small Town	Lower-Middle	Master’s	Anime, Coding, Meditation	215	Extreme User	0.26	Balanced	161	25	4	420	68	0.29	7	Afternoon	Instant Match	34	187	101.8	Scorpio	Curvy	Serious Relationship
Female	Straight	Urban	Very High	No Formal Education	Coding, Cars, Anime	118	High	0.44	Optimistic	156	30	4	271	57	0.21	10	Late Night	No Action	27	184	83.3	Gemini	Athletic	Serious Relationship
Non-binary	Straight	Small Town	Very High	Master’s	Gaming, Spirituality, Parenting	209	Extreme User	0.33	Balanced	148	19	5	318	50	0.28	17	Late Night	Relationship Formed	23	145	42.3	Gemini	Slim	Exploring
Transgender	Demisexual	Urban	Lower-Middle	No Formal Education	Anime, Astrology, Politics	193	Extreme User	0.26	Balanced	171	22	6	488	79	0.26	8	Evening	One-sided Like	29	187	98.6	Libra	Slim	Serious Relationship
Female	Asexual	Urban	Very High	High School	Running, Dancing, Music	296	Extreme User	0.57	Optimistic	2	0	0	332	14	0.05	10	Afternoon	One-sided Like	43	200	72.4	Leo	Average	Hookups
Female	Straight	Rural	High	Master’s	Dancing, Movies, Motorcycling	188	Extreme User	0.32	Balanced	105	23	0	265	95	0.11	23	Early Morning	Blocked	48	191	88.3	Gemini	Muscular	Exploring
Genderfluid	Gay	Remote Area	Upper-Middle	Postdoc	Startups, Poetry, Movies	16	Low	0.11	Choosy	190	19	5	191	84	0.02	9	After Midnight	One-sided Like	48	154	65.0	Virgo	Average	Hookups
Non-binary	Straight	Remote Area	Very Low	High School	Writing, Coding, Sneaker Culture	194	Extreme User	0.26	Balanced	26	9	6	281	28	0.02	18	After Midnight	Ghosted	19	161	56.5	Gemini	Athletic	Exploring
Non-binary	Lesbian	Suburban	Very Low	High School	Politics, Photography, Motorcycling	36	Moderate	0.72	Swipe Maniac	154	26	6	108	35	0.14	19	After Midnight	Mutual Match	52	175	78.1	Pisces	Muscular	Exploring
Genderfluid	Queer	Rural	Lower-Middle	Postdoc	Social Activism, Running, Fitness	17	Low	0.43	Optimistic	43	14	4	315	71	0.18	18	After Midnight	Relationship Formed	48	159	51.3	Aries	Average	Exploring
Transgender	Asexual	Suburban	Low	No Formal Education	Politics, Painting, Tattoos	269	Extreme User	0.86	Swipe Maniac	6	0	3	384	78	0.23	17	Late Night	Instant Match	27	196	83.7	Taurus	Average	Casual Dating
Female	Pansexual	Remote Area	Low	Diploma	Anime, Binge-Watching, Astrology	264	Extreme User	0.56	Optimistic	1	0	0	371	26	0.4	9	Late Night	Catfished	43	170	64.4	Pisces	Curvy	Friends Only
Non-binary	Pansexual	Rural	Middle	No Formal Education	Hiking, Memes, Skating	169	Addicted	0.46	Optimistic	109	16	2	130	5	0.45	15	Early Morning	Ghosted	29	186	97.9	Scorpio	Plus Size	Exploring
Prefer Not to Say	Straight	Rural	Very High	High School	Running, Parenting, Hiking	222	Extreme User	0.43	Optimistic	71	3	2	369	69	0.27	4	Late Night	Relationship Formed	44	146	59.3	Sagittarius	Average	Exploring
Transgender	Lesbian	Metro	Lower-Middle	PhD	Art, Poetry, Hiking	281	Extreme User	0.57	Optimistic	159	10	5	490	52	0.5	5	Early Morning	Blocked	27	169	69.1	Aquarius	Athletic	Friends Only
Prefer Not to Say	Bisexual	Rural	Lower-Middle	Master’s	Sneaker Culture, Languages, Fashion	127	Addicted	0.29	Balanced	182	11	1	205	29	0.27	18	Afternoon	Instant Match	40	154	63.1	Aquarius	Plus Size	Casual Dating
Female	Lesbian	Remote Area	Very Low	Bachelor’s	Gardening, Fitness, Running	264	Extreme User	0.39	Balanced	21	14	2	125	91	0.07	19	Late Night	Ghosted	22	198	98.8	Aquarius	Athletic	Casual Dating
Transgender	Straight	Remote Area	Very Low	Associate’s	Movies, K-pop, Social Activism	9	Very Low	0.27	Balanced	16	13	4	329	88	0.21	15	Afternoon	Mutual Match	49	182	60.9	Scorpio	Average	Casual Dating
Female	Asexual	Suburban	Lower-Middle	MBA	Fitness, History, Languages	169	Addicted	0.04	Choosy	111	1	1	491	72	0.15	9	Early Morning	No Action	50	196	99.1	Aquarius	Curvy	Friends Only

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