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	Remote Area	Middle	MBA	Podcasts, Dancing, MMA	216	Extreme User	0.12	Choosy	128	7	5	302	6	0.13	3	Afternoon	Date Happened	48	176	63.2	Gemini	Slim	Friends Only
Male	Demisexual	Remote Area	Upper-Middle	Postdoc	Fitness, Startups, Dancing	111	High	0.34	Balanced	34	1	6	371	24	0.32	14	Afternoon	Blocked	35	192	94.0	Cancer	Slim	Networking
Non-binary	Bisexual	Small Town	Lower-Middle	Postdoc	Traveling, MMA, Spirituality	203	Extreme User	0.46	Optimistic	194	25	3	231	71	0.07	15	Morning	Ghosted	46	177	59.5	Libra	Slim	Friends Only
Genderfluid	Queer	Metro	Lower-Middle	High School	Languages, Fashion, Tattoos	177	Addicted	0.2	Balanced	47	11	5	412	34	0.19	6	Late Night	Instant Match	24	197	104.4	Aries	Slim	Hookups
Genderfluid	Queer	Urban	Upper-Middle	Postdoc	Movies, Music, Tattoos	66	High	0.52	Optimistic	156	14	6	57	16	0.54	16	After Midnight	Mutual Match	20	183	76.0	Scorpio	Muscular	Friends Only
Genderfluid	Pansexual	Rural	Lower-Middle	High School	Gardening, Pets, Fitness	184	Extreme User	0.26	Balanced	57	21	3	352	2	0.44	19	Afternoon	No Action	18	151	65.2	Cancer	Muscular	Exploring
Non-binary	Lesbian	Rural	Very High	Associate’s	Podcasts, Parenting, Anime	268	Extreme User	0.49	Optimistic	74	21	4	474	63	0.55	23	After Midnight	Blocked	25	196	76.8	Virgo	Average	Serious Relationship
Prefer Not to Say	Pansexual	Remote Area	Middle	Bachelor’s	Fashion, Painting, Yoga	146	Addicted	0.57	Optimistic	91	5	2	499	7	0.31	23	Evening	Mutual Match	35	181	86.8	Scorpio	Muscular	Serious Relationship
Non-binary	Queer	Small Town	Very High	Diploma	Languages, Painting, Movies	86	High	0.14	Choosy	184	5	0	189	40	0.49	4	After Midnight	Date Happened	47	187	67.5	Capricorn	Plus Size	Friends Only
Female	Demisexual	Urban	Very Low	Master’s	Poetry, Startups, Cooking	173	Addicted	0.66	Optimistic	183	29	5	293	41	0.15	18	Early Morning	Relationship Formed	38	145	59.3	Gemini	Athletic	Networking
Non-binary	Straight	Small Town	Lower-Middle	Diploma	K-pop, Running, Dancing	148	Addicted	0.55	Optimistic	89	23	6	402	64	0.29	8	Late Night	Ghosted	53	191	109.4	Leo	Average	Serious Relationship
Genderfluid	Demisexual	Suburban	Very High	MBA	Music, Memes, Tech	22	Low	0.31	Balanced	74	14	2	262	31	0.39	16	After Midnight	Catfished	52	192	72.3	Aries	Curvy	Exploring
Genderfluid	Straight	Rural	High	Postdoc	Binge-Watching, Board Games, Tattoos	68	High	0.26	Balanced	124	2	3	424	100	0.25	15	After Midnight	Relationship Formed	43	193	78.2	Libra	Slim	Casual Dating
Transgender	Straight	Suburban	Upper-Middle	High School	Gardening, Poetry, Writing	146	Addicted	0.61	Optimistic	33	7	5	249	58	0.37	14	Late Night	Blocked	27	145	53.2	Aries	Average	Hookups
Transgender	Demisexual	Urban	Lower-Middle	MBA	Investing, Sneaker Culture, Yoga	111	High	0.49	Optimistic	53	28	2	11	35	0.47	4	Afternoon	Ghosted	44	170	56.1	Pisces	Slim	Exploring
Prefer Not to Say	Pansexual	Remote Area	Upper-Middle	Associate’s	Motorcycling, Writing, Cooking	274	Extreme User	0.25	Balanced	30	10	4	303	39	0.1	8	Afternoon	Catfished	26	174	64.2	Leo	Muscular	Casual Dating
Non-binary	Lesbian	Small Town	Very High	Associate’s	Memes, Startups, Gardening	209	Extreme User	0.95	Swipe Maniac	92	16	2	462	5	0.14	2	Afternoon	One-sided Like	33	188	68.6	Aquarius	Curvy	Exploring
Female	Pansexual	Urban	Very Low	MBA	Photography, Languages, Anime	210	Extreme User	0.46	Optimistic	108	11	5	209	70	0.24	23	Early Morning	Date Happened	51	200	97.2	Cancer	Curvy	Friends Only
Non-binary	Gay	Urban	Middle	Diploma	Stand-up Comedy, Astrology, Clubbing	147	Addicted	0.65	Optimistic	116	11	4	164	80	0.18	1	Afternoon	Blocked	33	191	88.3	Virgo	Athletic	Exploring
Female	Asexual	Suburban	Middle	No Formal Education	Traveling, Fashion, Crafting	100	High	0.29	Balanced	80	4	1	432	53	0.2	5	Morning	Mutual Match	51	171	62.6	Aries	Average	Hookups
Transgender	Queer	Rural	Low	Master’s	Podcasts, Spirituality, DIY	89	High	0.88	Swipe Maniac	3	1	6	121	15	0.38	21	Late Night	Mutual Match	48	161	65.3	Scorpio	Slim	Exploring
Male	Demisexual	Metro	Middle	MBA	Makeup, Cars, Running	208	Extreme User	0.45	Optimistic	66	18	3	417	100	0.13	18	Early Morning	Mutual Match	22	169	81.4	Taurus	Curvy	Networking
Prefer Not to Say	Lesbian	Rural	Very Low	No Formal Education	Cars, DIY, Politics	68	High	0.45	Optimistic	90	29	2	371	84	0.31	4	Late Night	Blocked	20	149	46.8	Leo	Slim	Casual Dating
Female	Asexual	Small Town	Lower-Middle	Master’s	Writing, Cooking, Crafting	99	High	0.3	Balanced	20	0	5	466	87	0.65	17	Afternoon	Instant Match	53	194	97.9	Aries	Plus Size	Friends Only
Transgender	Bisexual	Suburban	Upper-Middle	MBA	Traveling, Foodie, Cooking	20	Low	0.54	Optimistic	168	30	4	326	99	0.08	23	Evening	Chat Ignored	36	182	80.5	Cancer	Average	Serious Relationship
Male	Lesbian	Urban	Low	No Formal Education	Makeup, Binge-Watching, Clubbing	213	Extreme User	0.15	Choosy	55	4	1	374	2	0.49	23	Afternoon	Catfished	56	146	49.7	Taurus	Muscular	Serious Relationship
Genderfluid	Pansexual	Urban	High	Postdoc	Makeup, Clubbing, History	253	Extreme User	0.66	Optimistic	115	8	3	351	62	0.13	21	Early Morning	Catfished	51	159	72.6	Pisces	Muscular	Casual Dating
Transgender	Gay	Suburban	High	High School	Poetry, Investing, Cooking	280	Extreme User	0.8	Swipe Maniac	169	7	1	389	55	0.29	12	Late Night	Catfished	48	169	70.5	Taurus	Curvy	Exploring
Non-binary	Asexual	Metro	High	Bachelor’s	Startups, Podcasts, Makeup	229	Extreme User	0.56	Optimistic	8	2	1	346	69	0.58	13	After Midnight	Instant Match	57	196	71.1	Gemini	Curvy	Exploring
Female	Queer	Suburban	High	Diploma	Cooking, Languages, Coding	164	Addicted	0.64	Optimistic	194	26	4	193	25	0.26	18	Afternoon	Instant Match	56	180	61.2	Gemini	Average	Friends Only
Non-binary	Lesbian	Small Town	Upper-Middle	MBA	Writing, Stand-up Comedy, Binge-Watching	218	Extreme User	0.35	Balanced	116	12	4	228	79	0.35	15	Afternoon	Catfished	28	176	86.1	Sagittarius	Slim	Hookups
Transgender	Asexual	Rural	High	PhD	Board Games, K-pop, Writing	170	Addicted	0.54	Optimistic	177	16	0	168	9	0.25	18	After Midnight	Chat Ignored	31	175	55.7	Taurus	Curvy	Exploring
Male	Bisexual	Suburban	Very High	Bachelor’s	Podcasts, Tattoos, Fitness	282	Extreme User	0.38	Balanced	95	7	2	489	4	0.28	1	After Midnight	Instant Match	19	181	84.5	Aries	Slim	Casual Dating
Non-binary	Pansexual	Small Town	Very High	MBA	Crafting, Podcasts, Tattoos	114	High	0.66	Optimistic	74	3	3	144	54	0.14	1	Late Night	Date Happened	18	165	77.9	Gemini	Curvy	Casual Dating
Transgender	Demisexual	Suburban	Very High	No Formal Education	Pets, Writing, Dancing	98	High	0.46	Optimistic	90	29	5	274	50	0.69	20	Evening	One-sided Like	27	163	73.6	Aries	Average	Networking
Genderfluid	Pansexual	Urban	Very Low	High School	Memes, Crafting, Skating	285	Extreme User	0.11	Choosy	55	4	5	91	68	0.12	22	After Midnight	Relationship Formed	33	149	58.2	Leo	Curvy	Hookups
Male	Gay	Remote Area	Upper-Middle	Diploma	Board Games, Tattoos, Fitness	139	Addicted	0.57	Optimistic	50	26	3	99	79	0.44	7	Evening	Instant Match	23	199	110.5	Aries	Curvy	Serious Relationship
Genderfluid	Straight	Rural	Low	PhD	Politics, DIY, Running	296	Extreme User	0.59	Optimistic	22	16	5	358	13	0.12	3	Early Morning	Mutual Match	29	182	69.2	Leo	Average	Casual Dating
Male	Asexual	Remote Area	Very High	Postdoc	Art, Motorcycling, Stand-up Comedy	266	Extreme User	0.53	Optimistic	77	29	3	234	74	0.15	13	Morning	Catfished	23	161	58.3	Aries	Plus Size	Networking
Transgender	Straight	Metro	Upper-Middle	Master’s	Stand-up Comedy, Clubbing, Social Activism	283	Extreme User	0.55	Optimistic	101	25	0	401	68	0.23	21	After Midnight	One-sided Like	30	172	67.2	Libra	Slim	Networking
Non-binary	Pansexual	Metro	Low	Diploma	Crafting, Startups, Fashion	88	High	0.81	Swipe Maniac	193	24	2	265	85	0.26	16	Afternoon	Date Happened	19	148	65.1	Leo	Curvy	Casual Dating
Transgender	Straight	Metro	Upper-Middle	Postdoc	Parenting, K-pop, Podcasts	104	High	0.05	Choosy	113	30	6	151	98	0.15	11	Late Night	Date Happened	35	155	51.2	Taurus	Athletic	Exploring
Prefer Not to Say	Pansexual	Metro	Upper-Middle	Associate’s	Fitness, Crafting, DIY	275	Extreme User	1.0	Swipe Maniac	198	21	1	257	44	0.06	0	Early Morning	Mutual Match	34	171	86.8	Gemini	Slim	Exploring
Male	Asexual	Remote Area	Very High	Diploma	Art, Skating, Coding	37	Moderate	0.54	Optimistic	67	3	4	288	9	0.12	2	Evening	Relationship Formed	29	170	71.7	Virgo	Slim	Friends Only
Prefer Not to Say	Lesbian	Suburban	Upper-Middle	Bachelor’s	Gaming, Poetry, Anime	47	Moderate	0.66	Optimistic	175	19	1	417	28	0.2	10	Late Night	Chat Ignored	52	167	75.9	Capricorn	Plus Size	Hookups
Male	Queer	Urban	Lower-Middle	Associate’s	Poetry, Tech, Tattoos	262	Extreme User	0.39	Balanced	69	18	1	184	18	0.12	4	Early Morning	Mutual Match	27	180	83.3	Pisces	Muscular	Serious Relationship
Non-binary	Straight	Metro	Upper-Middle	Bachelor’s	Tech, Anime, Music	206	Extreme User	0.47	Optimistic	116	1	6	495	89	0.38	1	Afternoon	Mutual Match	32	159	46.5	Libra	Average	Exploring
Male	Asexual	Suburban	High	PhD	Dancing, Social Activism, Skating	225	Extreme User	0.33	Balanced	134	24	2	286	98	0.13	14	Afternoon	Blocked	42	162	58.3	Aries	Plus Size	Hookups
Female	Pansexual	Metro	High	PhD	MMA, Gardening, Motorcycling	17	Low	0.33	Balanced	78	23	3	288	100	0.39	23	Late Night	Mutual Match	39	160	50.9	Sagittarius	Plus Size	Casual Dating
Genderfluid	Bisexual	Remote Area	Middle	Postdoc	K-pop, Makeup, Traveling	5	Very Low	0.51	Optimistic	168	21	4	436	99	0.44	14	Morning	Mutual Match	31	167	78.4	Libra	Plus Size	Serious Relationship
Non-binary	Queer	Metro	Lower-Middle	PhD	Coding, Cars, Painting	4	Barely	0.41	Optimistic	163	27	1	124	40	0.11	11	After Midnight	Date Happened	29	165	53.6	Aquarius	Average	Friends Only
Female	Queer	Suburban	Low	PhD	Crafting, Spirituality, Running	140	Addicted	0.47	Optimistic	111	26	0	92	5	0.31	1	Morning	Ghosted	34	146	39.6	Aquarius	Average	Networking
Male	Pansexual	Rural	Middle	PhD	Stand-up Comedy, History, Writing	28	Low	0.31	Balanced	12	2	4	263	4	0.22	6	Morning	No Action	20	196	86.8	Gemini	Average	Networking
Non-binary	Pansexual	Small Town	Very Low	MBA	Coding, Anime, Crafting	164	Addicted	0.32	Balanced	109	21	3	422	24	0.27	13	Early Morning	One-sided Like	24	161	58.8	Taurus	Curvy	Casual Dating
Female	Asexual	Small Town	Very High	Associate’s	DIY, Motorcycling, Tech	28	Low	0.68	Optimistic	104	28	5	7	33	0.31	2	Afternoon	Mutual Match	24	156	60.1	Pisces	Curvy	Casual Dating
Male	Lesbian	Rural	Very Low	Associate’s	Cars, Music, Astrology	202	Extreme User	0.47	Optimistic	174	19	0	39	75	0.33	2	Morning	Chat Ignored	59	195	92.0	Scorpio	Muscular	Friends Only
Male	Gay	Remote Area	Low	MBA	Yoga, Skating, Politics	10	Very Low	0.49	Optimistic	22	12	3	341	97	0.19	14	Morning	Relationship Formed	45	167	70.0	Aquarius	Muscular	Networking
Prefer Not to Say	Lesbian	Suburban	Very High	Master’s	Sneaker Culture, Podcasts, Tech	15	Low	0.55	Optimistic	94	11	2	74	100	0.33	17	Afternoon	Mutual Match	45	147	46.9	Aquarius	Athletic	Serious Relationship
Non-binary	Pansexual	Urban	Lower-Middle	PhD	Fashion, Skating, Fitness	38	Moderate	0.38	Balanced	118	20	3	11	31	0.09	20	Evening	No Action	36	185	64.0	Virgo	Plus Size	Hookups
Genderfluid	Gay	Urban	Very Low	Postdoc	Parenting, Hiking, Fitness	19	Low	0.31	Balanced	87	16	0	78	27	0.29	18	After Midnight	Ghosted	32	179	86.5	Aries	Curvy	Networking
Female	Asexual	Remote Area	Middle	No Formal Education	Fashion, Foodie, Poetry	257	Extreme User	0.43	Optimistic	40	11	2	293	15	0.37	22	Late Night	Catfished	43	148	49.7	Sagittarius	Average	Networking
Genderfluid	Asexual	Suburban	Upper-Middle	Diploma	Crafting, Politics, Tech	237	Extreme User	0.29	Balanced	122	24	0	443	51	0.37	8	Morning	Date Happened	38	179	69.8	Pisces	Muscular	Serious Relationship
Non-binary	Gay	Suburban	Very High	PhD	Traveling, Reading, Dancing	52	Moderate	0.28	Balanced	62	19	2	127	92	0.47	20	Late Night	No Action	20	165	76.8	Aries	Average	Networking
Genderfluid	Demisexual	Rural	High	Diploma	Music, Anime, Motorcycling	14	Very Low	0.38	Balanced	138	8	1	311	8	0.29	6	Afternoon	Relationship Formed	35	178	86.5	Aquarius	Slim	Networking
Female	Asexual	Urban	Lower-Middle	No Formal Education	Tattoos, Board Games, Sneaker Culture	184	Extreme User	0.4	Optimistic	186	16	2	156	30	0.26	12	Early Morning	Mutual Match	50	171	56.4	Gemini	Muscular	Casual Dating
Genderfluid	Lesbian	Suburban	Very High	PhD	Fitness, Fashion, Motorcycling	113	High	0.46	Optimistic	30	0	0	387	22	0.72	11	Evening	Relationship Formed	35	145	60.1	Scorpio	Muscular	Serious Relationship
Male	Queer	Remote Area	High	Bachelor’s	Yoga, Coding, Meditation	218	Extreme User	0.56	Optimistic	54	5	1	372	25	0.58	12	Morning	No Action	47	160	57.1	Sagittarius	Muscular	Hookups
Genderfluid	Asexual	Suburban	Low	Associate’s	Art, History, Startups	114	High	0.41	Optimistic	103	15	5	92	70	0.23	20	After Midnight	Instant Match	23	197	111.4	Scorpio	Average	Friends Only
Genderfluid	Demisexual	Small Town	High	Master’s	Skating, Podcasts, Anime	177	Addicted	0.41	Optimistic	44	20	6	317	81	0.22	9	After Midnight	Ghosted	45	180	71.3	Gemini	Athletic	Casual Dating
Prefer Not to Say	Demisexual	Metro	Upper-Middle	Diploma	Art, Stand-up Comedy, Reading	267	Extreme User	0.56	Optimistic	38	3	0	0	83	0.57	6	Early Morning	Instant Match	41	147	52.7	Taurus	Muscular	Serious Relationship
Genderfluid	Queer	Urban	Upper-Middle	Postdoc	Pets, Dancing, Politics	241	Extreme User	0.42	Optimistic	134	30	1	13	68	0.07	2	After Midnight	Chat Ignored	45	162	64.3	Aries	Athletic	Networking
Female	Gay	Suburban	Lower-Middle	No Formal Education	Stand-up Comedy, Yoga, Movies	17	Low	0.62	Optimistic	130	11	6	211	31	0.37	23	Evening	Chat Ignored	45	156	70.1	Aries	Slim	Networking
Female	Straight	Urban	High	PhD	Stand-up Comedy, Pets, Clubbing	116	High	0.77	Swipe Maniac	74	19	1	346	10	0.17	3	Early Morning	Ghosted	30	196	71.8	Libra	Slim	Hookups
Male	Lesbian	Metro	Very Low	Master’s	Gaming, Running, Coding	106	High	0.78	Swipe Maniac	33	16	0	100	1	0.26	17	Late Night	Mutual Match	53	151	41.0	Taurus	Muscular	Hookups
Prefer Not to Say	Queer	Suburban	Middle	Diploma	Sneaker Culture, Spirituality, Clubbing	101	High	0.52	Optimistic	146	10	1	125	13	0.05	13	After Midnight	Date Happened	28	156	68.4	Pisces	Athletic	Friends Only
Transgender	Gay	Suburban	Very High	MBA	Meditation, Reading, Running	277	Extreme User	0.69	Optimistic	103	21	5	370	52	0.04	6	Morning	Date Happened	19	180	78.4	Aquarius	Slim	Hookups
Non-binary	Lesbian	Urban	Very High	Diploma	Art, Fashion, Traveling	129	Addicted	0.41	Optimistic	152	22	0	316	30	0.19	23	Afternoon	Catfished	34	180	77.1	Libra	Curvy	Hookups
Transgender	Pansexual	Small Town	Middle	Postdoc	Dancing, Painting, Podcasts	207	Extreme User	0.4	Optimistic	43	6	4	459	85	0.16	15	Late Night	Instant Match	30	184	69.7	Sagittarius	Plus Size	Exploring
Male	Pansexual	Metro	Upper-Middle	No Formal Education	Gardening, Stand-up Comedy, Fitness	21	Low	0.63	Optimistic	145	13	1	362	49	0.07	7	Late Night	Date Happened	47	183	89.4	Capricorn	Slim	Serious Relationship
Genderfluid	Pansexual	Urban	Middle	MBA	Hiking, Podcasts, Makeup	9	Very Low	0.57	Optimistic	142	27	4	398	30	0.63	19	Afternoon	One-sided Like	28	194	86.2	Gemini	Slim	Serious Relationship
Male	Gay	Metro	Very High	Diploma	Foodie, Tattoos, Sneaker Culture	22	Low	0.59	Optimistic	58	8	4	122	73	0.21	3	Afternoon	Catfished	25	152	63.5	Leo	Athletic	Exploring
Male	Pansexual	Suburban	Very High	PhD	Music, Art, K-pop	286	Extreme User	0.75	Swipe Maniac	77	4	3	251	88	0.5	17	Early Morning	No Action	44	162	52.8	Taurus	Curvy	Hookups
Prefer Not to Say	Straight	Rural	High	High School	Dancing, Yoga, Tattoos	65	High	0.53	Optimistic	159	20	3	36	81	0.45	19	Morning	Catfished	23	169	71.4	Taurus	Average	Hookups
Transgender	Bisexual	Urban	High	Bachelor’s	Spirituality, Skating, Tech	219	Extreme User	0.64	Optimistic	0	0	2	95	60	0.18	17	Morning	Catfished	25	193	76.0	Pisces	Plus Size	Hookups
Genderfluid	Asexual	Urban	High	No Formal Education	Languages, Dancing, Gardening	206	Extreme User	0.38	Balanced	178	21	2	120	51	0.3	9	Afternoon	Relationship Formed	44	187	65.0	Pisces	Slim	Exploring
Male	Demisexual	Suburban	Upper-Middle	Associate’s	Writing, Meditation, MMA	107	High	0.35	Balanced	23	21	5	367	67	0.26	10	Afternoon	One-sided Like	23	152	63.1	Virgo	Slim	Exploring
Female	Gay	Remote Area	Very Low	Bachelor’s	Running, Makeup, History	241	Extreme User	0.52	Optimistic	47	25	5	99	24	0.05	14	Afternoon	Date Happened	54	191	70.4	Virgo	Curvy	Networking
Non-binary	Pansexual	Suburban	Very High	Diploma	Painting, Cooking, Writing	85	High	0.59	Optimistic	130	27	5	321	88	0.5	16	After Midnight	Relationship Formed	27	171	60.5	Sagittarius	Curvy	Hookups
Transgender	Bisexual	Urban	Upper-Middle	Postdoc	Fashion, Fitness, Parenting	111	High	0.59	Optimistic	85	18	1	295	77	0.42	15	Late Night	Blocked	53	165	60.7	Libra	Curvy	Serious Relationship
Female	Queer	Rural	Low	Associate’s	Social Activism, Clubbing, Board Games	299	Extreme User	0.43	Optimistic	193	21	0	113	94	0.63	17	After Midnight	Chat Ignored	25	196	81.8	Gemini	Plus Size	Casual Dating
Transgender	Straight	Rural	Upper-Middle	Master’s	Art, Yoga, Investing	203	Extreme User	0.28	Balanced	71	1	2	470	27	0.58	2	Evening	Relationship Formed	27	182	76.8	Leo	Plus Size	Exploring
Male	Lesbian	Urban	Upper-Middle	Associate’s	Languages, Art, History	259	Extreme User	0.45	Optimistic	122	23	6	291	36	0.19	12	Early Morning	Catfished	20	163	74.1	Aquarius	Plus Size	Networking
Non-binary	Demisexual	Remote Area	Middle	Associate’s	Running, Pets, Motorcycling	225	Extreme User	0.44	Optimistic	161	10	1	187	95	0.37	3	After Midnight	Ghosted	52	198	106.2	Gemini	Muscular	Networking
Non-binary	Pansexual	Remote Area	High	Associate’s	Hiking, Social Activism, Languages	111	High	0.52	Optimistic	18	12	2	2	78	0.45	9	Early Morning	Relationship Formed	47	153	50.6	Aquarius	Athletic	Networking
Transgender	Pansexual	Small Town	High	High School	Art, Startups, Cooking	123	Addicted	0.48	Optimistic	81	18	1	323	37	0.22	11	Evening	No Action	59	153	66.5	Pisces	Athletic	Serious Relationship
Male	Asexual	Urban	Very High	High School	Coding, Politics, Skating	132	Addicted	0.48	Optimistic	91	14	1	331	99	0.28	6	Morning	Mutual Match	25	149	55.9	Gemini	Athletic	Friends Only
Prefer Not to Say	Gay	Urban	Very High	Associate’s	Art, Fashion, Clubbing	246	Extreme User	0.71	Swipe Maniac	87	15	0	205	46	0.18	15	After Midnight	Relationship Formed	25	161	71.0	Pisces	Average	Serious Relationship
Transgender	Lesbian	Suburban	Low	Master’s	Motorcycling, Meditation, Investing	250	Extreme User	0.66	Optimistic	108	8	1	9	60	0.2	1	Evening	One-sided Like	52	166	58.4	Virgo	Slim	Serious Relationship
Male	Queer	Urban	Low	PhD	Tech, Cooking, Tattoos	138	Addicted	0.38	Balanced	104	11	3	186	39	0.21	19	After Midnight	Ghosted	57	190	97.1	Aquarius	Plus Size	Hookups
Male	Lesbian	Metro	Lower-Middle	Master’s	Parenting, Sneaker Culture, Tattoos	115	High	0.42	Optimistic	154	23	3	292	93	0.3	9	Evening	One-sided Like	41	169	82.3	Gemini	Athletic	Hookups

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