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
Male	Queer	Rural	Lower-Middle	MBA	Gardening, Investing, History	76	High	0.22	Balanced	10	5	6	494	62	0.16	18	Late Night	Date Happened	47	162	69.8	Pisces	Average	Exploring
Non-binary	Pansexual	Remote Area	Middle	MBA	Startups, Board Games, Anime	201	Extreme User	0.47	Optimistic	185	17	3	242	56	0.33	16	After Midnight	Relationship Formed	59	188	69.3	Aquarius	Average	Casual Dating
Transgender	Demisexual	Rural	Lower-Middle	High School	MMA, Astrology, Fitness	11	Very Low	0.55	Optimistic	127	3	1	269	60	0.54	18	Afternoon	Chat Ignored	41	155	43.7	Scorpio	Muscular	Hookups
Transgender	Straight	Urban	Very High	Master’s	Tech, Gaming, Reading	43	Moderate	0.37	Balanced	24	5	6	456	27	0.12	8	Evening	Mutual Match	41	164	74.2	Scorpio	Athletic	Serious Relationship
Female	Queer	Urban	Middle	High School	Startups, Fashion, Politics	46	Moderate	0.53	Optimistic	52	20	6	193	65	0.25	10	Evening	Mutual Match	58	187	63.6	Cancer	Muscular	Casual Dating
Genderfluid	Lesbian	Urban	Very Low	Associate’s	DIY, Yoga, Spirituality	43	Moderate	0.89	Swipe Maniac	195	18	0	104	12	0.43	11	Morning	Relationship Formed	23	154	42.9	Aquarius	Curvy	Serious Relationship
Female	Queer	Small Town	Upper-Middle	No Formal Education	Writing, Gardening, Painting	176	Addicted	0.6	Optimistic	24	15	4	165	94	0.69	7	Evening	Chat Ignored	49	170	68.2	Sagittarius	Slim	Hookups
Transgender	Queer	Remote Area	Upper-Middle	Diploma	Painting, Podcasts, Cooking	101	High	0.39	Balanced	173	20	0	471	22	0.22	6	After Midnight	Mutual Match	29	183	77.7	Aries	Muscular	Exploring
Prefer Not to Say	Demisexual	Small Town	Lower-Middle	Bachelor’s	DIY, Skating, Cars	269	Extreme User	0.52	Optimistic	84	26	5	499	69	0.23	1	Afternoon	Mutual Match	23	180	64.2	Capricorn	Curvy	Casual Dating
Non-binary	Pansexual	Rural	Lower-Middle	Associate’s	Anime, Spirituality, Writing	263	Extreme User	0.88	Swipe Maniac	33	12	2	44	86	0.29	9	Morning	Relationship Formed	55	162	52.5	Pisces	Athletic	Networking
Prefer Not to Say	Demisexual	Suburban	High	Diploma	Spirituality, Dancing, Skating	291	Extreme User	0.33	Balanced	163	17	4	2	16	0.2	7	Evening	One-sided Like	43	193	88.7	Leo	Muscular	Serious Relationship
Transgender	Demisexual	Suburban	Very Low	PhD	Memes, Languages, Podcasts	8	Very Low	0.65	Optimistic	50	15	2	466	19	0.12	10	Late Night	Catfished	42	148	62.0	Pisces	Muscular	Casual Dating
Male	Bisexual	Rural	Very High	Diploma	Makeup, Foodie, Social Activism	195	Extreme User	0.07	Choosy	100	11	5	345	42	0.36	9	Late Night	Catfished	53	152	61.0	Aquarius	Slim	Exploring
Female	Demisexual	Suburban	Very High	Postdoc	Clubbing, Yoga, MMA	51	Moderate	0.48	Optimistic	81	21	4	5	35	0.34	17	Evening	Catfished	33	171	57.6	Capricorn	Average	Exploring
Non-binary	Bisexual	Remote Area	Middle	High School	Writing, Foodie, Podcasts	288	Extreme User	0.55	Optimistic	56	14	5	311	92	0.23	20	After Midnight	Date Happened	42	189	105.4	Taurus	Plus Size	Friends Only
Male	Demisexual	Urban	Lower-Middle	MBA	Hiking, Cooking, Tech	65	High	0.32	Balanced	8	1	5	108	95	0.05	7	Early Morning	Chat Ignored	57	192	67.1	Virgo	Average	Friends Only
Female	Pansexual	Small Town	Middle	No Formal Education	Cooking, Startups, Tech	85	High	0.76	Swipe Maniac	166	5	4	73	71	0.01	10	Afternoon	One-sided Like	54	199	106.9	Pisces	Average	Serious Relationship
Male	Bisexual	Metro	Upper-Middle	Associate’s	Podcasts, Sneaker Culture, Foodie	175	Addicted	0.45	Optimistic	35	17	1	196	21	0.14	18	After Midnight	No Action	38	172	75.7	Gemini	Curvy	Casual Dating
Transgender	Pansexual	Remote Area	Very High	Master’s	Binge-Watching, Fashion, Crafting	119	High	0.62	Optimistic	108	30	3	320	4	0.29	23	After Midnight	Ghosted	58	159	62.9	Leo	Muscular	Exploring
Prefer Not to Say	Pansexual	Metro	Very High	Diploma	Crafting, Reading, Skating	166	Addicted	0.53	Optimistic	147	11	5	426	65	0.34	1	Late Night	Catfished	31	185	94.8	Capricorn	Muscular	Friends Only
Prefer Not to Say	Pansexual	Suburban	Low	Diploma	DIY, Fitness, Running	174	Addicted	0.33	Balanced	98	28	5	178	94	0.26	18	Afternoon	Ghosted	52	151	67.7	Aquarius	Slim	Hookups
Genderfluid	Queer	Suburban	Upper-Middle	MBA	Cooking, Stand-up Comedy, History	80	High	0.62	Optimistic	32	4	4	378	34	0.17	5	After Midnight	No Action	25	175	90.3	Aquarius	Muscular	Serious Relationship
Non-binary	Pansexual	Suburban	Low	MBA	Writing, K-pop, Reading	276	Extreme User	0.93	Swipe Maniac	189	23	3	168	74	0.36	10	Late Night	Chat Ignored	50	150	43.6	Virgo	Slim	Friends Only
Female	Bisexual	Suburban	Very High	Diploma	K-pop, Stand-up Comedy, Traveling	282	Extreme User	0.53	Optimistic	79	8	1	119	81	0.39	6	After Midnight	Instant Match	29	173	66.7	Sagittarius	Average	Networking
Male	Asexual	Rural	Middle	High School	Movies, Politics, Running	145	Addicted	0.41	Optimistic	180	14	2	376	8	0.23	15	Early Morning	Chat Ignored	35	171	68.7	Gemini	Athletic	Casual Dating
Transgender	Queer	Metro	Lower-Middle	MBA	Anime, Skating, Pets	122	Addicted	0.48	Optimistic	134	18	2	179	73	0.08	6	Evening	Catfished	25	184	62.6	Sagittarius	Slim	Casual Dating
Genderfluid	Lesbian	Urban	Middle	PhD	Tattoos, Anime, DIY	106	High	0.38	Balanced	106	24	0	236	8	0.31	4	Early Morning	Relationship Formed	55	185	85.6	Sagittarius	Average	Friends Only
Genderfluid	Lesbian	Remote Area	Middle	Master’s	Startups, Languages, Memes	231	Extreme User	0.12	Choosy	24	15	4	411	19	0.35	16	Late Night	Catfished	56	154	52.4	Aries	Muscular	Casual Dating
Male	Demisexual	Urban	Middle	Master’s	Stand-up Comedy, Pets, Fitness	194	Extreme User	0.68	Optimistic	54	12	1	284	71	0.43	7	Afternoon	Date Happened	43	194	108.8	Pisces	Muscular	Serious Relationship
Genderfluid	Asexual	Urban	Upper-Middle	MBA	Gardening, Traveling, Anime	266	Extreme User	0.54	Optimistic	37	30	5	122	95	0.24	2	Afternoon	Date Happened	40	180	86.5	Leo	Athletic	Serious Relationship
Prefer Not to Say	Bisexual	Rural	Very High	Master’s	MMA, Cars, Investing	155	Addicted	0.72	Swipe Maniac	37	15	1	27	18	0.22	13	Evening	Ghosted	54	154	51.0	Leo	Slim	Casual Dating
Male	Gay	Metro	Very High	High School	Stand-up Comedy, Poetry, Movies	71	High	0.59	Optimistic	64	22	0	188	99	0.23	20	Early Morning	Ghosted	57	186	91.3	Cancer	Average	Casual Dating
Transgender	Straight	Metro	Low	Associate’s	Gaming, Binge-Watching, Music	125	Addicted	0.45	Optimistic	184	27	4	69	44	0.68	18	Late Night	Blocked	39	180	69.7	Gemini	Plus Size	Friends Only
Female	Lesbian	Rural	Low	Diploma	Writing, Poetry, Crafting	134	Addicted	0.3	Balanced	19	1	3	165	7	0.41	20	Morning	Ghosted	56	161	62.2	Gemini	Curvy	Networking
Non-binary	Asexual	Metro	Lower-Middle	Master’s	Tech, Reading, Parenting	292	Extreme User	0.54	Optimistic	24	4	0	500	41	0.3	1	Afternoon	No Action	59	179	77.9	Gemini	Athletic	Hookups
Non-binary	Bisexual	Urban	Very High	High School	Binge-Watching, Photography, Dancing	173	Addicted	0.41	Optimistic	32	5	5	326	34	0.3	10	Early Morning	Instant Match	20	150	58.1	Capricorn	Muscular	Serious Relationship
Transgender	Straight	Rural	Very Low	Bachelor’s	Motorcycling, Astrology, Memes	255	Extreme User	0.35	Balanced	16	5	6	156	84	0.23	22	Early Morning	No Action	41	194	76.8	Aquarius	Average	Networking
Non-binary	Straight	Metro	Very Low	High School	Writing, Music, Anime	264	Extreme User	0.58	Optimistic	151	14	3	469	83	0.5	7	Evening	Blocked	37	190	106.9	Gemini	Curvy	Friends Only
Female	Asexual	Small Town	Upper-Middle	Bachelor’s	Gardening, Makeup, Social Activism	161	Addicted	0.46	Optimistic	73	25	3	202	11	0.32	10	Afternoon	Catfished	47	179	82.3	Libra	Muscular	Hookups
Genderfluid	Demisexual	Small Town	Very Low	Master’s	Poetry, Board Games, Hiking	101	High	0.47	Optimistic	100	27	3	63	88	0.55	9	Early Morning	Relationship Formed	50	187	80.8	Taurus	Athletic	Friends Only
Male	Gay	Suburban	Very Low	No Formal Education	Tattoos, Fashion, Poetry	256	Extreme User	0.44	Optimistic	29	11	2	136	35	0.1	23	After Midnight	Instant Match	54	181	71.1	Leo	Plus Size	Hookups
Non-binary	Lesbian	Urban	Upper-Middle	Postdoc	Politics, Makeup, Gardening	119	High	0.86	Swipe Maniac	126	21	5	484	91	0.32	2	Afternoon	Relationship Formed	32	160	73.0	Libra	Slim	Friends Only
Prefer Not to Say	Lesbian	Rural	Lower-Middle	Associate’s	Gaming, Hiking, Anime	260	Extreme User	0.66	Optimistic	6	1	6	208	42	0.34	6	Early Morning	Ghosted	30	152	68.6	Cancer	Curvy	Casual Dating
Male	Straight	Metro	Upper-Middle	Bachelor’s	Foodie, Gaming, Movies	135	Addicted	0.39	Balanced	127	22	4	45	41	0.13	7	Late Night	Instant Match	38	181	95.0	Libra	Athletic	Casual Dating
Male	Straight	Urban	Lower-Middle	Associate’s	Foodie, Clubbing, Photography	174	Addicted	0.26	Balanced	173	21	4	381	54	0.44	12	Early Morning	Ghosted	57	149	42.8	Libra	Slim	Casual Dating
Genderfluid	Bisexual	Remote Area	Very High	Postdoc	Cooking, Motorcycling, Painting	68	High	0.34	Balanced	121	20	1	304	33	0.09	7	Evening	Relationship Formed	18	199	77.2	Leo	Plus Size	Hookups
Genderfluid	Lesbian	Metro	Lower-Middle	Postdoc	Hiking, Gardening, Binge-Watching	52	Moderate	0.0	Choosy	43	7	3	274	61	0.31	6	Afternoon	One-sided Like	39	167	68.9	Libra	Slim	Exploring
Genderfluid	Bisexual	Urban	Very Low	PhD	Writing, Gaming, History	260	Extreme User	0.4	Optimistic	99	28	3	262	51	0.03	2	Morning	Date Happened	24	166	62.3	Leo	Slim	Networking
Prefer Not to Say	Gay	Urban	Lower-Middle	PhD	Astrology, Reading, Yoga	11	Very Low	0.94	Swipe Maniac	183	7	4	358	67	0.09	14	Evening	Blocked	54	178	82.4	Aries	Curvy	Serious Relationship
Non-binary	Straight	Remote Area	High	High School	Fashion, Cooking, Skating	203	Extreme User	0.76	Swipe Maniac	111	15	1	127	41	0.27	18	Evening	Blocked	21	145	55.1	Taurus	Average	Exploring
Genderfluid	Queer	Rural	Low	Diploma	Clubbing, Dancing, Podcasts	0	Barely	0.31	Balanced	20	12	0	21	46	0.19	9	Late Night	One-sided Like	24	174	67.8	Capricorn	Athletic	Serious Relationship
Female	Straight	Remote Area	Upper-Middle	Bachelor’s	Fashion, Yoga, Skating	118	High	0.62	Optimistic	16	14	5	41	14	0.19	10	After Midnight	No Action	26	147	54.2	Virgo	Plus Size	Networking
Prefer Not to Say	Bisexual	Metro	Low	No Formal Education	Painting, Podcasts, Pets	63	High	0.39	Balanced	5	3	0	166	6	0.6	14	Early Morning	One-sided Like	53	188	78.1	Capricorn	Average	Serious Relationship
Genderfluid	Demisexual	Urban	Very High	High School	Movies, Makeup, Tattoos	85	High	0.73	Swipe Maniac	30	8	4	272	77	0.02	8	Early Morning	Instant Match	58	186	83.4	Sagittarius	Athletic	Serious Relationship
Male	Gay	Metro	Middle	MBA	Sneaker Culture, Running, Dancing	79	High	0.53	Optimistic	184	13	3	309	63	0.32	20	Morning	Chat Ignored	36	185	82.1	Aries	Plus Size	Networking
Female	Gay	Suburban	Lower-Middle	High School	Politics, Startups, Reading	1	Barely	0.63	Optimistic	126	3	2	14	93	0.26	22	After Midnight	Blocked	23	154	65.7	Gemini	Muscular	Friends Only
Non-binary	Gay	Urban	Very High	No Formal Education	Pets, Foodie, Board Games	25	Low	0.36	Balanced	26	9	5	360	59	0.06	1	Late Night	Date Happened	21	194	89.2	Virgo	Athletic	Networking
Non-binary	Lesbian	Rural	Middle	Bachelor’s	Motorcycling, Tattoos, Anime	18	Low	0.81	Swipe Maniac	62	5	3	462	30	0.29	14	Evening	No Action	37	191	108.0	Leo	Plus Size	Casual Dating
Genderfluid	Queer	Urban	Very Low	Associate’s	Fitness, Gardening, Yoga	8	Very Low	0.6	Optimistic	99	1	6	232	33	0.53	3	Afternoon	Date Happened	58	146	45.2	Sagittarius	Average	Casual Dating
Genderfluid	Pansexual	Suburban	Lower-Middle	Postdoc	Movies, Hiking, Podcasts	60	High	0.54	Optimistic	139	12	1	443	8	0.32	18	Evening	Catfished	47	162	71.4	Scorpio	Muscular	Exploring
Transgender	Bisexual	Suburban	High	MBA	Dancing, Foodie, Anime	208	Extreme User	0.68	Optimistic	171	6	3	165	97	0.51	13	Afternoon	Instant Match	27	192	105.1	Gemini	Athletic	Exploring
Female	Queer	Urban	Middle	Postdoc	Board Games, Running, Meditation	293	Extreme User	0.32	Balanced	165	14	4	369	95	0.22	15	After Midnight	Relationship Formed	22	182	80.5	Aquarius	Athletic	Serious Relationship
Genderfluid	Lesbian	Urban	High	MBA	Investing, Reading, Clubbing	248	Extreme User	0.62	Optimistic	109	14	6	434	4	0.16	6	Afternoon	No Action	22	192	77.0	Scorpio	Muscular	Networking
Female	Bisexual	Remote Area	High	High School	Skating, Crafting, Fashion	141	Addicted	0.55	Optimistic	79	28	4	332	18	0.17	12	After Midnight	One-sided Like	37	162	52.5	Gemini	Plus Size	Serious Relationship
Prefer Not to Say	Queer	Small Town	Very High	PhD	Photography, Makeup, Astrology	166	Addicted	0.51	Optimistic	3	1	4	80	38	0.37	18	Morning	Catfished	21	183	68.7	Scorpio	Slim	Networking
Male	Gay	Small Town	Middle	Postdoc	Tattoos, Fashion, Meditation	45	Moderate	0.05	Choosy	149	4	4	463	8	0.23	21	Early Morning	Date Happened	42	166	79.6	Aquarius	Plus Size	Exploring
Non-binary	Asexual	Suburban	Upper-Middle	Bachelor’s	Investing, Pets, Binge-Watching	270	Extreme User	0.76	Swipe Maniac	57	17	6	4	27	0.16	16	Afternoon	Chat Ignored	37	166	78.5	Virgo	Average	Casual Dating
Prefer Not to Say	Queer	Small Town	Very High	Postdoc	Fitness, Meditation, DIY	131	Addicted	0.48	Optimistic	154	29	0	387	100	0.18	21	Evening	One-sided Like	40	194	89.2	Virgo	Muscular	Serious Relationship
Male	Bisexual	Rural	Very High	MBA	Crafting, Cooking, Politics	269	Extreme User	0.08	Choosy	142	3	1	448	17	0.38	1	Late Night	One-sided Like	53	161	74.9	Gemini	Curvy	Hookups
Male	Queer	Metro	High	Postdoc	Music, Crafting, Dancing	265	Extreme User	0.67	Optimistic	183	16	2	79	20	0.01	2	Evening	Date Happened	55	177	83.3	Libra	Muscular	Hookups
Prefer Not to Say	Lesbian	Remote Area	Middle	Associate’s	Hiking, Social Activism, Dancing	220	Extreme User	0.62	Optimistic	180	13	0	449	23	0.31	19	Afternoon	One-sided Like	35	173	55.4	Virgo	Average	Casual Dating
Genderfluid	Asexual	Urban	Very Low	Postdoc	Podcasts, Binge-Watching, Social Activism	95	High	0.6	Optimistic	119	8	4	261	43	0.16	17	Afternoon	No Action	38	179	74.0	Pisces	Athletic	Friends Only
Transgender	Demisexual	Remote Area	Upper-Middle	PhD	Coding, History, Investing	111	High	0.76	Swipe Maniac	46	3	3	369	35	0.13	9	After Midnight	Instant Match	58	150	57.4	Leo	Curvy	Exploring
Female	Demisexual	Metro	Upper-Middle	MBA	MMA, Politics, Podcasts	273	Extreme User	0.64	Optimistic	76	0	2	308	87	0.7	22	After Midnight	Relationship Formed	55	195	84.4	Virgo	Plus Size	Networking
Transgender	Bisexual	Metro	Upper-Middle	MBA	Fashion, Writing, Photography	102	High	0.3	Balanced	76	2	2	342	29	0.21	6	Morning	Date Happened	33	148	63.3	Aries	Curvy	Exploring
Non-binary	Straight	Metro	Middle	Bachelor’s	Languages, DIY, Social Activism	41	Moderate	0.45	Optimistic	13	2	5	418	63	0.15	18	After Midnight	Relationship Formed	20	166	71.1	Virgo	Plus Size	Networking
Male	Gay	Small Town	High	High School	Podcasts, Binge-Watching, Movies	14	Very Low	0.66	Optimistic	74	11	4	401	95	0.35	21	After Midnight	One-sided Like	46	171	60.2	Sagittarius	Slim	Casual Dating
Female	Queer	Urban	Very High	Bachelor’s	Memes, Gaming, Music	39	Moderate	0.62	Optimistic	145	3	5	422	57	0.18	18	After Midnight	Chat Ignored	34	161	71.3	Cancer	Muscular	Casual Dating
Prefer Not to Say	Straight	Metro	Low	Bachelor’s	Movies, Sneaker Culture, Poetry	243	Extreme User	0.32	Balanced	193	25	6	129	33	0.45	9	Afternoon	Catfished	48	177	83.0	Virgo	Curvy	Exploring
Male	Lesbian	Suburban	Middle	Postdoc	Reading, Languages, K-pop	67	High	0.36	Balanced	19	13	0	385	40	0.1	12	Morning	Mutual Match	46	199	87.1	Leo	Muscular	Casual Dating
Transgender	Lesbian	Rural	Lower-Middle	Postdoc	Startups, Makeup, Gardening	51	Moderate	0.27	Balanced	173	25	4	119	11	0.2	0	Evening	Blocked	20	191	104.7	Virgo	Athletic	Friends Only
Prefer Not to Say	Gay	Rural	Lower-Middle	Master’s	Tech, Politics, Movies	160	Addicted	0.11	Choosy	103	3	0	271	83	0.46	10	Late Night	Relationship Formed	26	191	73.0	Leo	Slim	Casual Dating
Prefer Not to Say	Pansexual	Suburban	Low	PhD	Foodie, Coding, Hiking	84	High	0.32	Balanced	182	20	3	405	61	0.17	6	After Midnight	No Action	24	194	79.4	Libra	Muscular	Hookups
Prefer Not to Say	Asexual	Small Town	Very Low	Master’s	Clubbing, Gardening, Meditation	150	Addicted	0.58	Optimistic	0	0	6	242	82	0.4	5	Afternoon	Mutual Match	37	192	105.8	Aquarius	Plus Size	Networking
Female	Demisexual	Suburban	Lower-Middle	Master’s	Traveling, Startups, Fashion	133	Addicted	0.39	Balanced	1	1	6	381	78	0.05	19	Late Night	Date Happened	38	146	53.1	Capricorn	Average	Serious Relationship
Transgender	Demisexual	Metro	Upper-Middle	Master’s	Binge-Watching, MMA, Photography	91	High	0.62	Optimistic	80	5	5	348	77	0.54	17	Late Night	No Action	42	175	55.7	Aquarius	Slim	Hookups
Male	Gay	Urban	Middle	Postdoc	Astrology, Stand-up Comedy, Politics	9	Very Low	0.33	Balanced	160	14	2	308	80	0.18	22	Afternoon	Mutual Match	35	196	90.7	Scorpio	Average	Hookups
Prefer Not to Say	Bisexual	Metro	Very High	Bachelor’s	DIY, Photography, Parenting	192	Extreme User	0.5	Optimistic	95	18	0	293	95	0.3	10	Early Morning	Mutual Match	35	180	74.8	Scorpio	Plus Size	Casual Dating
Transgender	Pansexual	Remote Area	Upper-Middle	High School	Parenting, Gardening, Foodie	36	Moderate	0.6	Optimistic	149	23	4	286	79	0.13	8	Late Night	Instant Match	54	163	62.4	Capricorn	Muscular	Networking
Prefer Not to Say	Straight	Small Town	Very Low	Postdoc	Tech, Gardening, Fitness	226	Extreme User	0.64	Optimistic	9	2	1	111	66	0.12	1	Late Night	Relationship Formed	30	149	54.4	Leo	Curvy	Exploring
Female	Straight	Small Town	High	High School	Cooking, Podcasts, Languages	132	Addicted	0.07	Choosy	61	26	3	12	77	0.02	10	Late Night	Date Happened	19	187	69.9	Sagittarius	Muscular	Exploring
Male	Straight	Suburban	Low	Postdoc	Tattoos, Sneaker Culture, Stand-up Comedy	92	High	0.3	Balanced	184	29	0	82	99	0.3	9	Early Morning	Mutual Match	31	159	70.3	Gemini	Athletic	Casual Dating
Male	Straight	Remote Area	Very Low	MBA	Politics, Fashion, Crafting	130	Addicted	0.42	Optimistic	123	14	2	156	53	0.06	18	Afternoon	Date Happened	57	179	91.6	Leo	Plus Size	Casual Dating
Transgender	Asexual	Remote Area	Very Low	MBA	Foodie, Politics, Startups	180	Extreme User	0.3	Balanced	82	4	4	193	68	0.16	7	Early Morning	One-sided Like	47	180	95.9	Scorpio	Average	Serious Relationship
Male	Lesbian	Metro	Very High	No Formal Education	Politics, Poetry, Running	260	Extreme User	0.46	Optimistic	36	14	1	168	72	0.1	21	Early Morning	Instant Match	20	190	84.5	Aquarius	Plus Size	Friends Only
Transgender	Demisexual	Suburban	Very High	Associate’s	Foodie, Fitness, Meditation	92	High	0.37	Balanced	127	29	6	223	59	0.32	6	Afternoon	Chat Ignored	40	197	98.2	Capricorn	Muscular	Networking
Prefer Not to Say	Demisexual	Remote Area	Middle	Associate’s	Reading, Art, Tech	148	Addicted	0.5	Optimistic	81	5	2	352	83	0.1	11	Late Night	Mutual Match	45	157	60.9	Scorpio	Average	Exploring
Male	Demisexual	Rural	Upper-Middle	Bachelor’s	Skating, Traveling, Foodie	275	Extreme User	0.49	Optimistic	23	16	6	282	98	0.46	10	Afternoon	Blocked	55	176	77.7	Taurus	Average	Hookups
Non-binary	Demisexual	Suburban	Very Low	High School	Motorcycling, Stand-up Comedy, Writing	168	Addicted	0.63	Optimistic	137	19	6	479	73	0.64	23	Late Night	One-sided Like	25	178	64.0	Aries	Slim	Serious Relationship
Non-binary	Demisexual	Small Town	Very High	MBA	Gaming, History, Astrology	205	Extreme User	0.39	Balanced	25	23	0	170	46	0.12	6	Afternoon	Blocked	32	194	79.8	Cancer	Muscular	Casual Dating

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