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	Rural	Middle	Associate’s	Fashion, Podcasts, Painting	20	Low	0.75	Swipe Maniac	179	0	1	418	43	0.18	13	Late Night	Relationship Formed	55	171	87.4	Libra	Plus Size	Friends Only
Prefer Not to Say	Straight	Suburban	Very High	PhD	Photography, Investing, Stand-up Comedy	35	Moderate	0.76	Swipe Maniac	113	7	6	383	46	0.25	21	Afternoon	Catfished	59	148	56.5	Leo	Curvy	Casual Dating
Prefer Not to Say	Queer	Metro	Lower-Middle	MBA	Skating, K-pop, Makeup	162	Addicted	0.18	Choosy	93	0	4	425	31	0.17	7	Late Night	Ghosted	41	158	55.9	Cancer	Average	Casual Dating
Transgender	Lesbian	Rural	Low	Diploma	Fitness, Pets, Foodie	41	Moderate	0.58	Optimistic	161	21	6	468	63	0.3	19	After Midnight	One-sided Like	36	199	91.9	Capricorn	Curvy	Hookups
Female	Lesbian	Small Town	Lower-Middle	Bachelor’s	Music, Fashion, Makeup	49	Moderate	0.8	Swipe Maniac	23	0	1	326	50	0.18	5	Afternoon	Catfished	59	173	74.2	Cancer	Average	Friends Only
Male	Lesbian	Urban	Low	Diploma	Clubbing, Traveling, Cooking	293	Extreme User	0.82	Swipe Maniac	50	12	2	388	77	0.1	16	After Midnight	Blocked	30	165	80.6	Gemini	Average	Hookups
Female	Queer	Remote Area	High	Diploma	Poetry, Social Activism, Startups	72	High	0.19	Choosy	53	25	4	359	42	0.34	22	After Midnight	Relationship Formed	42	158	61.9	Aries	Curvy	Hookups
Prefer Not to Say	Queer	Metro	Upper-Middle	No Formal Education	Binge-Watching, Meditation, Fitness	47	Moderate	0.35	Balanced	41	22	4	454	4	0.17	1	Early Morning	Blocked	22	198	84.3	Capricorn	Curvy	Hookups
Genderfluid	Asexual	Metro	Very High	PhD	Stand-up Comedy, Startups, Crafting	216	Extreme User	0.26	Balanced	141	2	0	96	98	0.51	18	Evening	Mutual Match	39	146	49.7	Virgo	Athletic	Casual Dating
Male	Pansexual	Urban	High	No Formal Education	Foodie, Movies, Gaming	248	Extreme User	0.47	Optimistic	3	3	0	95	12	0.22	12	After Midnight	Date Happened	44	190	92.1	Sagittarius	Plus Size	Casual Dating
Transgender	Queer	Small Town	Upper-Middle	Bachelor’s	Coding, Running, Binge-Watching	91	High	0.55	Optimistic	192	3	0	65	65	0.16	17	Afternoon	Mutual Match	44	165	61.0	Pisces	Average	Exploring
Genderfluid	Bisexual	Remote Area	Lower-Middle	No Formal Education	Fitness, Investing, Reading	240	Extreme User	0.5	Optimistic	94	22	6	392	89	0.44	13	Evening	One-sided Like	35	161	63.8	Taurus	Muscular	Friends Only
Transgender	Demisexual	Remote Area	Very High	MBA	Cars, Foodie, Dancing	221	Extreme User	0.96	Swipe Maniac	130	10	4	385	87	0.3	6	After Midnight	Ghosted	40	174	77.8	Taurus	Muscular	Friends Only
Female	Asexual	Remote Area	Very High	No Formal Education	Fitness, History, K-pop	77	High	0.24	Balanced	104	19	1	425	7	0.53	23	Morning	Relationship Formed	38	190	84.8	Scorpio	Athletic	Friends Only
Prefer Not to Say	Bisexual	Metro	Low	High School	Tattoos, Pets, Sneaker Culture	193	Extreme User	0.5	Optimistic	189	25	1	40	16	0.3	17	Morning	No Action	21	165	67.2	Libra	Plus Size	Hookups
Male	Straight	Rural	Very High	Postdoc	Painting, Reading, MMA	291	Extreme User	0.92	Swipe Maniac	24	19	5	498	70	0.22	7	Early Morning	Catfished	46	183	90.1	Aquarius	Athletic	Exploring
Male	Queer	Urban	Middle	Bachelor’s	MMA, Photography, Startups	162	Addicted	0.32	Balanced	77	6	6	297	10	0.46	3	Late Night	Mutual Match	56	163	71.5	Leo	Slim	Exploring
Transgender	Lesbian	Suburban	Lower-Middle	Bachelor’s	Dancing, Spirituality, Podcasts	127	Addicted	0.55	Optimistic	82	10	3	94	29	0.07	13	Late Night	Relationship Formed	19	179	60.6	Scorpio	Athletic	Exploring
Female	Pansexual	Remote Area	Low	Associate’s	Binge-Watching, Gardening, Painting	5	Very Low	0.79	Swipe Maniac	50	9	3	172	49	0.53	21	Afternoon	No Action	49	190	77.6	Sagittarius	Plus Size	Networking
Transgender	Demisexual	Rural	High	No Formal Education	Startups, Skating, Photography	212	Extreme User	0.69	Optimistic	62	16	5	369	45	0.44	9	Afternoon	Date Happened	44	174	83.9	Capricorn	Plus Size	Networking
Genderfluid	Demisexual	Small Town	Middle	High School	Makeup, Cars, Spirituality	111	High	0.42	Optimistic	29	0	0	88	49	0.55	17	Late Night	Blocked	56	177	58.6	Gemini	Athletic	Networking
Transgender	Asexual	Remote Area	Very High	Associate’s	Art, Music, Dancing	167	Addicted	0.3	Balanced	47	20	6	418	27	0.19	22	After Midnight	Relationship Formed	29	195	82.1	Sagittarius	Curvy	Casual Dating
Transgender	Pansexual	Urban	Upper-Middle	Bachelor’s	Gaming, Foodie, Traveling	119	High	0.88	Swipe Maniac	111	2	3	146	99	0.31	18	Early Morning	One-sided Like	49	199	99.8	Scorpio	Average	Exploring
Prefer Not to Say	Pansexual	Rural	Very Low	Master’s	Traveling, Poetry, Motorcycling	24	Low	0.53	Optimistic	163	7	3	20	86	0.05	16	Evening	Mutual Match	41	161	65.1	Sagittarius	Slim	Hookups
Non-binary	Gay	Remote Area	Very Low	High School	Cars, Tech, Stand-up Comedy	81	High	0.49	Optimistic	6	6	2	93	0	0.41	3	Late Night	No Action	44	193	67.0	Virgo	Muscular	Casual Dating
Transgender	Bisexual	Rural	Lower-Middle	No Formal Education	MMA, Gaming, Sneaker Culture	1	Barely	0.8	Swipe Maniac	40	23	0	126	51	0.1	17	Early Morning	Ghosted	57	175	88.8	Capricorn	Plus Size	Hookups
Transgender	Demisexual	Small Town	Low	Associate’s	Tech, MMA, Painting	38	Moderate	0.34	Balanced	106	21	3	27	74	0.09	3	Morning	Blocked	26	168	72.5	Sagittarius	Slim	Serious Relationship
Non-binary	Straight	Metro	Lower-Middle	Bachelor’s	K-pop, History, Podcasts	138	Addicted	0.18	Choosy	75	22	2	412	51	0.08	7	Evening	Chat Ignored	33	165	73.8	Leo	Muscular	Serious Relationship
Female	Demisexual	Metro	High	Master’s	Tech, Spirituality, Investing	68	High	0.45	Optimistic	134	11	3	372	49	0.17	21	Afternoon	No Action	49	188	88.0	Gemini	Average	Networking
Genderfluid	Demisexual	Urban	High	Master’s	Poetry, Coding, Reading	231	Extreme User	0.36	Balanced	74	30	1	377	75	0.71	20	Morning	Catfished	59	169	75.4	Gemini	Plus Size	Casual Dating
Male	Queer	Urban	High	Postdoc	Tech, MMA, Memes	16	Low	0.5	Optimistic	114	12	2	306	79	0.51	7	Afternoon	Ghosted	35	182	60.9	Leo	Average	Networking
Transgender	Asexual	Suburban	Middle	MBA	Photography, Cooking, Podcasts	226	Extreme User	0.26	Balanced	167	29	4	244	90	0.25	20	Early Morning	Mutual Match	58	197	113.3	Sagittarius	Plus Size	Friends Only
Genderfluid	Pansexual	Metro	Upper-Middle	Postdoc	Yoga, Binge-Watching, Fashion	159	Addicted	0.27	Balanced	144	21	4	486	47	0.09	11	Early Morning	Mutual Match	18	168	73.9	Aquarius	Slim	Networking
Genderfluid	Queer	Rural	Very Low	MBA	Investing, Cooking, Writing	23	Low	0.58	Optimistic	55	7	0	257	82	0.1	15	Afternoon	Blocked	32	151	55.2	Sagittarius	Slim	Hookups
Female	Straight	Suburban	Low	High School	Tech, Fitness, Yoga	41	Moderate	0.52	Optimistic	154	9	3	295	100	0.24	0	Morning	Instant Match	58	194	107.3	Aries	Muscular	Casual Dating
Prefer Not to Say	Queer	Urban	Middle	Associate’s	Foodie, Skating, Spirituality	70	High	0.81	Swipe Maniac	59	7	6	271	56	0.41	23	Late Night	No Action	40	165	53.4	Scorpio	Curvy	Hookups
Male	Gay	Urban	Low	High School	K-pop, Spirituality, Memes	50	Moderate	0.32	Balanced	167	28	6	286	21	0.36	8	Afternoon	Chat Ignored	30	195	92.0	Aries	Average	Casual Dating
Non-binary	Asexual	Suburban	Upper-Middle	Bachelor’s	Gaming, Parenting, Dancing	273	Extreme User	0.43	Optimistic	71	15	1	359	58	0.12	9	After Midnight	Ghosted	41	192	80.0	Sagittarius	Plus Size	Networking
Transgender	Straight	Urban	Very Low	Bachelor’s	Pets, Traveling, Skating	92	High	0.12	Choosy	155	5	6	385	31	0.09	20	Evening	Chat Ignored	41	189	100.0	Pisces	Plus Size	Hookups
Transgender	Pansexual	Small Town	Lower-Middle	No Formal Education	Reading, Poetry, Investing	262	Extreme User	0.81	Swipe Maniac	160	10	1	450	60	0.16	19	Morning	Date Happened	49	171	64.9	Libra	Plus Size	Casual Dating
Non-binary	Demisexual	Suburban	High	High School	Anime, Board Games, Reading	282	Extreme User	0.53	Optimistic	2	1	0	193	75	0.24	18	Early Morning	Mutual Match	46	167	68.6	Leo	Plus Size	Serious Relationship
Transgender	Queer	Remote Area	Very High	No Formal Education	Clubbing, Astrology, Yoga	17	Low	0.46	Optimistic	190	3	3	225	35	0.2	19	Afternoon	Ghosted	38	180	88.5	Taurus	Curvy	Hookups
Transgender	Asexual	Suburban	Very Low	Diploma	Politics, Startups, Anime	271	Extreme User	0.42	Optimistic	177	8	4	330	67	0.28	19	Morning	Date Happened	28	158	68.7	Virgo	Plus Size	Exploring
Male	Pansexual	Urban	Very High	Associate’s	Fitness, Clubbing, MMA	63	High	0.71	Swipe Maniac	104	20	4	400	54	0.6	3	Early Morning	Mutual Match	39	150	49.7	Aries	Slim	Hookups
Genderfluid	Demisexual	Metro	Very High	Postdoc	Startups, Coding, Languages	174	Addicted	0.18	Choosy	67	7	2	116	17	0.68	21	Late Night	No Action	35	191	77.3	Capricorn	Muscular	Friends Only
Female	Pansexual	Rural	Very High	Associate’s	History, Painting, Stand-up Comedy	4	Barely	0.18	Choosy	196	6	4	227	33	0.24	21	Early Morning	One-sided Like	47	154	54.5	Aquarius	Slim	Exploring
Non-binary	Demisexual	Small Town	Upper-Middle	MBA	Hiking, Cooking, Startups	215	Extreme User	0.82	Swipe Maniac	51	17	3	168	54	0.16	2	Evening	No Action	43	174	68.7	Taurus	Slim	Serious Relationship
Female	Straight	Suburban	Lower-Middle	High School	Skating, Running, History	242	Extreme User	0.57	Optimistic	9	8	2	270	14	0.57	5	Afternoon	Relationship Formed	41	149	52.6	Libra	Athletic	Networking
Genderfluid	Bisexual	Metro	Upper-Middle	PhD	Hiking, Traveling, Poetry	50	Moderate	0.59	Optimistic	161	4	6	280	92	0.25	10	Early Morning	Mutual Match	55	188	78.1	Leo	Curvy	Casual Dating
Male	Pansexual	Remote Area	Lower-Middle	MBA	Cars, Pets, DIY	135	Addicted	0.15	Choosy	19	4	3	491	92	0.29	16	After Midnight	Date Happened	37	165	63.2	Sagittarius	Curvy	Serious Relationship
Male	Straight	Small Town	Low	No Formal Education	Pets, Tech, Cooking	102	High	0.6	Optimistic	75	15	6	303	55	0.1	14	After Midnight	Instant Match	29	186	63.3	Capricorn	Curvy	Casual Dating
Prefer Not to Say	Straight	Suburban	Very High	Postdoc	Politics, K-pop, Podcasts	278	Extreme User	0.28	Balanced	191	18	1	357	43	0.13	4	Late Night	Chat Ignored	30	200	115.2	Aries	Plus Size	Friends Only
Prefer Not to Say	Bisexual	Small Town	High	Master’s	Cars, Parenting, Skating	108	High	0.61	Optimistic	60	18	4	251	80	0.62	2	Early Morning	No Action	40	169	77.1	Aries	Curvy	Serious Relationship
Male	Asexual	Metro	Very Low	Master’s	Makeup, Tattoos, Podcasts	268	Extreme User	0.74	Swipe Maniac	135	13	5	238	83	0.13	9	Morning	Mutual Match	58	162	53.3	Leo	Slim	Exploring
Genderfluid	Bisexual	Small Town	Very Low	MBA	Motorcycling, Photography, Board Games	237	Extreme User	0.63	Optimistic	143	17	6	321	43	0.39	23	Evening	Ghosted	49	162	52.2	Scorpio	Slim	Exploring
Genderfluid	Pansexual	Suburban	Very High	Bachelor’s	Running, Parenting, Social Activism	159	Addicted	0.6	Optimistic	80	24	6	365	40	0.49	13	Late Night	One-sided Like	59	188	86.6	Aquarius	Average	Friends Only
Genderfluid	Queer	Remote Area	Very Low	MBA	Fashion, Clubbing, Music	279	Extreme User	0.73	Swipe Maniac	85	16	5	498	24	0.06	3	Afternoon	Catfished	26	175	69.2	Aquarius	Athletic	Friends Only
Female	Straight	Rural	Low	PhD	Parenting, Fashion, Stand-up Comedy	38	Moderate	0.55	Optimistic	158	9	2	83	32	0.21	20	Evening	Blocked	57	168	62.9	Libra	Curvy	Casual Dating
Transgender	Asexual	Remote Area	Middle	Diploma	Podcasts, Music, Photography	73	High	0.47	Optimistic	130	10	4	96	81	0.13	19	Early Morning	Mutual Match	47	158	45.9	Taurus	Curvy	Serious Relationship
Female	Bisexual	Small Town	Very Low	Associate’s	Tech, Yoga, Pets	101	High	0.54	Optimistic	156	9	4	348	1	0.31	2	Afternoon	Ghosted	41	164	68.9	Gemini	Athletic	Hookups
Male	Lesbian	Rural	Very High	Bachelor’s	Painting, Gaming, Podcasts	27	Low	0.79	Swipe Maniac	197	26	1	304	43	0.29	1	Morning	One-sided Like	37	179	88.1	Aries	Athletic	Friends Only
Non-binary	Bisexual	Remote Area	Low	Master’s	Crafting, Cooking, Dancing	273	Extreme User	0.17	Choosy	88	3	5	468	12	0.37	23	Evening	Chat Ignored	22	173	86.2	Virgo	Muscular	Hookups
Female	Demisexual	Remote Area	Middle	High School	Stand-up Comedy, Languages, Art	126	Addicted	0.32	Balanced	17	16	3	202	9	0.24	1	Afternoon	Ghosted	27	189	102.9	Cancer	Curvy	Exploring
Male	Demisexual	Suburban	Lower-Middle	Postdoc	Pets, Binge-Watching, Languages	175	Addicted	0.91	Swipe Maniac	0	0	5	223	40	0.17	13	Morning	Mutual Match	49	151	65.2	Taurus	Muscular	Hookups
Female	Gay	Rural	Low	Bachelor’s	Social Activism, Spirituality, Languages	192	Extreme User	0.42	Optimistic	1	0	5	219	98	0.25	0	After Midnight	One-sided Like	53	152	48.5	Capricorn	Slim	Networking
Male	Demisexual	Rural	High	Diploma	Pets, MMA, Tech	84	High	0.22	Balanced	135	20	5	159	86	0.34	17	Early Morning	Blocked	54	190	78.7	Scorpio	Plus Size	Networking
Male	Straight	Small Town	Lower-Middle	Associate’s	Yoga, Movies, Pets	104	High	0.67	Optimistic	52	14	6	361	87	0.15	13	Morning	Instant Match	39	152	51.3	Capricorn	Muscular	Exploring
Transgender	Gay	Small Town	Low	Bachelor’s	Gaming, Anime, Reading	10	Very Low	0.67	Optimistic	71	23	1	12	99	0.41	23	Morning	Ghosted	19	188	74.2	Scorpio	Athletic	Networking
Transgender	Demisexual	Metro	Low	No Formal Education	Investing, History, Clubbing	294	Extreme User	0.51	Optimistic	123	1	4	414	12	0.62	16	After Midnight	One-sided Like	33	177	75.2	Virgo	Average	Serious Relationship
Transgender	Asexual	Urban	Lower-Middle	PhD	Gaming, Writing, Stand-up Comedy	268	Extreme User	0.53	Optimistic	107	11	6	301	100	0.46	7	Evening	Mutual Match	45	159	55.9	Gemini	Muscular	Exploring
Female	Gay	Small Town	Very High	Diploma	Gaming, Coding, Music	211	Extreme User	0.54	Optimistic	151	18	2	222	70	0.45	5	Evening	One-sided Like	22	186	102.4	Virgo	Slim	Serious Relationship
Female	Gay	Metro	High	Postdoc	Stand-up Comedy, Binge-Watching, Sneaker Culture	167	Addicted	0.38	Balanced	64	0	1	116	52	0.15	13	After Midnight	No Action	40	151	63.4	Scorpio	Curvy	Networking
Female	Pansexual	Metro	Upper-Middle	No Formal Education	Gardening, Clubbing, Astrology	155	Addicted	0.25	Balanced	69	28	5	248	76	0.48	12	Afternoon	Instant Match	24	165	71.6	Cancer	Athletic	Hookups
Female	Straight	Remote Area	Low	Master’s	Spirituality, Sneaker Culture, Meditation	122	Addicted	0.32	Balanced	200	6	5	112	42	0.57	11	Afternoon	No Action	51	175	90.3	Scorpio	Curvy	Serious Relationship
Prefer Not to Say	Pansexual	Rural	Middle	Master’s	Meditation, Memes, Writing	256	Extreme User	0.59	Optimistic	90	24	2	105	80	0.53	16	After Midnight	Blocked	26	157	63.1	Pisces	Athletic	Exploring
Female	Asexual	Small Town	Upper-Middle	Diploma	Cooking, Stand-up Comedy, Spirituality	50	Moderate	0.61	Optimistic	23	23	4	15	96	0.28	15	Morning	Chat Ignored	48	163	48.1	Capricorn	Athletic	Hookups
Non-binary	Straight	Suburban	Low	Associate’s	Foodie, Movies, Social Activism	98	High	0.45	Optimistic	65	27	6	213	89	0.32	12	Afternoon	Chat Ignored	57	145	49.4	Leo	Average	Friends Only
Prefer Not to Say	Straight	Metro	High	MBA	Stand-up Comedy, Fitness, Tattoos	197	Extreme User	0.27	Balanced	4	3	6	281	38	0.27	14	Afternoon	Instant Match	38	164	70.2	Pisces	Average	Casual Dating
Male	Queer	Urban	Low	No Formal Education	Parenting, Crafting, History	99	High	0.62	Optimistic	132	24	2	396	10	0.54	4	Afternoon	Instant Match	42	182	77.5	Libra	Athletic	Friends Only
Prefer Not to Say	Asexual	Urban	Very Low	MBA	History, Tattoos, Cars	94	High	0.51	Optimistic	195	20	0	239	63	0.28	23	Evening	Ghosted	35	145	44.2	Taurus	Muscular	Networking
Transgender	Queer	Remote Area	Low	High School	MMA, Clubbing, Tech	61	High	0.42	Optimistic	75	8	3	188	46	0.12	11	Evening	No Action	42	149	51.3	Aquarius	Average	Hookups
Prefer Not to Say	Lesbian	Metro	High	Bachelor’s	Cooking, DIY, Poetry	115	High	0.7	Swipe Maniac	110	4	1	164	70	0.22	6	After Midnight	One-sided Like	47	155	61.7	Sagittarius	Muscular	Casual Dating
Non-binary	Demisexual	Rural	High	High School	Fashion, Photography, Skating	258	Extreme User	0.68	Optimistic	105	1	5	463	66	0.24	5	Early Morning	Chat Ignored	34	187	65.7	Gemini	Athletic	Casual Dating
Genderfluid	Gay	Small Town	Very Low	Master’s	Startups, Politics, Coding	227	Extreme User	0.72	Swipe Maniac	198	14	6	130	5	0.41	22	Afternoon	One-sided Like	38	191	75.2	Virgo	Average	Hookups
Prefer Not to Say	Bisexual	Suburban	High	Master’s	Pets, Poetry, Fitness	300	Extreme User	0.59	Optimistic	126	14	4	126	6	0.43	8	Evening	No Action	42	163	67.5	Gemini	Athletic	Friends Only
Female	Pansexual	Urban	Middle	High School	Anime, Makeup, Fashion	97	High	0.39	Balanced	198	6	0	44	68	0.35	2	Late Night	Ghosted	42	173	74.2	Virgo	Muscular	Exploring
Genderfluid	Queer	Rural	High	Diploma	Politics, Dancing, DIY	190	Extreme User	0.32	Balanced	65	22	5	349	54	0.58	10	After Midnight	Instant Match	30	167	54.1	Aquarius	Muscular	Serious Relationship
Genderfluid	Gay	Metro	Low	Postdoc	Stand-up Comedy, Politics, Podcasts	215	Extreme User	0.63	Optimistic	146	19	6	125	33	0.42	9	Evening	Relationship Formed	29	145	50.9	Capricorn	Athletic	Casual Dating
Transgender	Asexual	Remote Area	Low	PhD	Writing, Anime, History	126	Addicted	0.79	Swipe Maniac	15	0	3	88	82	0.16	4	Evening	Blocked	59	159	65.7	Leo	Muscular	Casual Dating
Male	Queer	Remote Area	Very High	Associate’s	Skating, Politics, Astrology	31	Moderate	0.26	Balanced	145	10	6	144	55	0.15	14	Late Night	Chat Ignored	21	191	103.6	Taurus	Muscular	Networking
Male	Bisexual	Urban	Middle	Bachelor’s	Poetry, Binge-Watching, Spirituality	218	Extreme User	0.43	Optimistic	163	29	6	460	71	0.24	14	Evening	Date Happened	27	149	53.5	Aries	Plus Size	Friends Only
Transgender	Straight	Metro	Very Low	Associate’s	Foodie, Writing, Languages	73	High	0.37	Balanced	38	0	6	212	36	0.57	13	Afternoon	No Action	48	157	59.2	Leo	Average	Casual Dating
Non-binary	Lesbian	Suburban	High	MBA	Investing, Meditation, Poetry	177	Addicted	0.25	Balanced	91	20	5	162	37	0.5	6	Afternoon	One-sided Like	54	182	82.5	Libra	Athletic	Hookups
Female	Asexual	Remote Area	Middle	Bachelor’s	Skating, Photography, Board Games	117	High	0.78	Swipe Maniac	23	13	2	263	92	0.29	17	Early Morning	No Action	48	151	41.3	Aquarius	Muscular	Networking
Genderfluid	Pansexual	Urban	High	MBA	Astrology, Fashion, Memes	122	Addicted	0.41	Optimistic	1	0	6	383	40	0.47	13	Evening	No Action	36	200	111.6	Aries	Plus Size	Hookups
Transgender	Pansexual	Rural	Upper-Middle	MBA	Yoga, Cars, Politics	183	Extreme User	0.56	Optimistic	186	27	2	361	16	0.54	16	Late Night	Mutual Match	59	192	101.4	Virgo	Muscular	Friends Only
Female	Demisexual	Rural	High	No Formal Education	History, Skating, Fitness	94	High	0.5	Optimistic	131	24	4	305	23	0.38	18	Early Morning	One-sided Like	20	162	52.0	Capricorn	Curvy	Friends Only
Male	Lesbian	Metro	Very Low	Bachelor’s	Tattoos, Makeup, Traveling	47	Moderate	0.8	Swipe Maniac	55	24	5	218	7	0.35	5	After Midnight	One-sided Like	18	183	65.0	Gemini	Muscular	Exploring
Non-binary	Queer	Suburban	Upper-Middle	No Formal Education	Memes, Pets, Gaming	159	Addicted	0.09	Choosy	175	17	1	180	78	0.16	20	Evening	Relationship Formed	29	168	74.8	Taurus	Average	Hookups
Non-binary	Straight	Remote Area	Very High	No Formal Education	History, Hiking, Investing	168	Addicted	0.83	Swipe Maniac	2	0	6	87	62	0.05	19	Morning	Date Happened	48	158	48.4	Pisces	Athletic	Friends Only

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