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	Lesbian	Metro	High	Associate’s	Cooking, Traveling, Sneaker Culture	175	Addicted	0.53	Optimistic	110	18	6	480	99	0.27	12	Evening	One-sided Like	20	160	60.4	Scorpio	Slim	Networking
Prefer Not to Say	Pansexual	Metro	Upper-Middle	Master’s	Binge-Watching, Photography, Spirituality	84	High	0.6	Optimistic	173	12	6	212	82	0.25	23	After Midnight	Mutual Match	27	168	76.2	Libra	Plus Size	Hookups
Non-binary	Bisexual	Suburban	High	Diploma	Tattoos, Hiking, Tech	112	High	0.58	Optimistic	184	0	0	306	68	0.27	19	Late Night	Catfished	22	167	51.9	Taurus	Curvy	Serious Relationship
Female	Demisexual	Urban	Lower-Middle	PhD	Memes, Coding, Politics	134	Addicted	0.51	Optimistic	32	17	4	48	82	0.38	3	Late Night	No Action	45	148	54.3	Cancer	Average	Networking
Transgender	Lesbian	Small Town	Upper-Middle	Diploma	Hiking, Photography, Gaming	251	Extreme User	0.67	Optimistic	32	5	5	274	59	0.52	3	After Midnight	One-sided Like	56	196	73.4	Capricorn	Average	Serious Relationship
Transgender	Pansexual	Small Town	Upper-Middle	PhD	Languages, MMA, Startups	272	Extreme User	0.29	Balanced	59	7	5	249	29	0.29	5	Early Morning	Ghosted	35	149	40.4	Virgo	Slim	Exploring
Non-binary	Bisexual	Rural	Low	MBA	Foodie, Crafting, K-pop	144	Addicted	0.45	Optimistic	1	0	5	239	68	0.12	13	Afternoon	Chat Ignored	50	195	81.8	Virgo	Muscular	Hookups
Male	Queer	Rural	Very Low	MBA	Painting, Stand-up Comedy, Reading	38	Moderate	0.51	Optimistic	58	25	2	497	52	0.18	18	Late Night	No Action	51	176	64.7	Cancer	Plus Size	Networking
Male	Asexual	Rural	Low	Postdoc	Makeup, Politics, Movies	250	Extreme User	0.32	Balanced	87	30	5	28	80	0.36	0	After Midnight	Catfished	26	179	77.9	Cancer	Average	Exploring
Non-binary	Demisexual	Remote Area	Very Low	Bachelor’s	Languages, Painting, Music	38	Moderate	0.64	Optimistic	150	6	4	140	25	0.07	9	Late Night	Blocked	19	199	98.6	Taurus	Average	Hookups
Genderfluid	Queer	Urban	Low	Bachelor’s	Memes, Fitness, Makeup	59	Moderate	0.24	Balanced	87	21	6	304	27	0.35	20	Evening	Date Happened	53	173	78.4	Aries	Slim	Hookups
Non-binary	Bisexual	Rural	Upper-Middle	Bachelor’s	Board Games, Memes, Foodie	244	Extreme User	0.51	Optimistic	91	5	5	219	92	0.14	5	Early Morning	Blocked	23	190	66.8	Libra	Plus Size	Networking
Female	Queer	Small Town	Middle	No Formal Education	Yoga, Hiking, Memes	59	Moderate	0.35	Balanced	82	10	5	268	31	0.39	1	Early Morning	Catfished	49	149	52.2	Capricorn	Muscular	Hookups
Male	Demisexual	Rural	Very High	MBA	Politics, Photography, Pets	32	Moderate	0.54	Optimistic	189	4	4	127	83	0.41	7	After Midnight	One-sided Like	31	193	67.8	Taurus	Muscular	Friends Only
Male	Straight	Remote Area	Middle	Diploma	Meditation, Foodie, Photography	71	High	0.52	Optimistic	163	8	5	332	78	0.22	0	Late Night	Ghosted	18	193	76.7	Virgo	Slim	Exploring
Prefer Not to Say	Gay	Small Town	Upper-Middle	No Formal Education	Gaming, K-pop, Music	298	Extreme User	0.37	Balanced	17	7	6	66	47	0.48	6	Early Morning	One-sided Like	43	183	93.1	Pisces	Slim	Networking
Female	Straight	Remote Area	Lower-Middle	PhD	Motorcycling, Anime, Clubbing	6	Very Low	0.47	Optimistic	3	1	5	334	13	0.15	16	Afternoon	One-sided Like	26	151	58.8	Libra	Muscular	Hookups
Female	Lesbian	Rural	High	No Formal Education	Cars, Fitness, Music	112	High	0.5	Optimistic	66	12	2	262	41	0.19	11	Afternoon	Mutual Match	57	200	90.0	Cancer	Average	Exploring
Female	Pansexual	Suburban	High	MBA	Dancing, Memes, Movies	52	Moderate	0.37	Balanced	8	3	3	421	85	0.2	8	Early Morning	Relationship Formed	49	186	82.3	Capricorn	Slim	Exploring
Transgender	Straight	Urban	Lower-Middle	Master’s	Photography, Traveling, DIY	216	Extreme User	0.68	Optimistic	68	19	3	284	90	0.28	8	Afternoon	Blocked	34	147	53.2	Virgo	Average	Casual Dating
Transgender	Demisexual	Urban	Very Low	Diploma	Cars, Makeup, Art	146	Addicted	0.43	Optimistic	95	5	4	413	56	0.48	18	After Midnight	One-sided Like	48	152	58.5	Scorpio	Plus Size	Exploring
Non-binary	Gay	Remote Area	High	Associate’s	Memes, Movies, Cars	249	Extreme User	0.5	Optimistic	185	18	0	313	17	0.54	18	Early Morning	Ghosted	49	168	55.9	Gemini	Slim	Exploring
Transgender	Pansexual	Metro	High	High School	DIY, Podcasts, Gardening	53	Moderate	0.46	Optimistic	18	1	0	231	78	0.23	17	Afternoon	One-sided Like	22	193	92.4	Leo	Muscular	Casual Dating
Genderfluid	Lesbian	Remote Area	Very Low	Postdoc	Gaming, Art, Fitness	297	Extreme User	0.65	Optimistic	151	13	4	80	80	0.47	15	Early Morning	Date Happened	24	187	73.8	Sagittarius	Average	Casual Dating
Transgender	Bisexual	Rural	Low	High School	Skating, Cars, Yoga	115	High	0.98	Swipe Maniac	8	3	5	472	47	0.22	21	Morning	Chat Ignored	59	162	58.3	Sagittarius	Athletic	Casual Dating
Prefer Not to Say	Straight	Suburban	Very High	Bachelor’s	Investing, Board Games, Startups	195	Extreme User	0.27	Balanced	104	29	1	338	44	0.2	15	Morning	No Action	19	188	101.4	Sagittarius	Slim	Networking
Prefer Not to Say	Demisexual	Suburban	Low	Diploma	MMA, Sneaker Culture, Reading	202	Extreme User	0.21	Balanced	135	30	6	86	36	0.19	3	Late Night	Date Happened	22	189	74.7	Sagittarius	Plus Size	Serious Relationship
Non-binary	Bisexual	Suburban	Low	Postdoc	Art, Dancing, Meditation	113	High	0.47	Optimistic	154	23	2	73	100	0.15	7	Afternoon	Mutual Match	34	192	81.8	Aries	Athletic	Serious Relationship
Female	Bisexual	Suburban	Middle	Master’s	Poetry, Art, Reading	276	Extreme User	0.66	Optimistic	31	12	1	106	0	0.58	19	Morning	Date Happened	20	197	107.5	Gemini	Curvy	Hookups
Male	Queer	Small Town	High	MBA	Painting, Startups, Reading	22	Low	0.39	Balanced	199	21	0	286	100	0.2	14	Morning	Catfished	41	145	39.7	Leo	Athletic	Friends Only
Female	Pansexual	Suburban	Upper-Middle	No Formal Education	DIY, Fashion, Tattoos	292	Extreme User	0.53	Optimistic	107	15	3	114	76	0.29	5	After Midnight	Blocked	43	194	81.7	Taurus	Average	Casual Dating
Prefer Not to Say	Lesbian	Remote Area	Lower-Middle	High School	Photography, Anime, Poetry	258	Extreme User	0.66	Optimistic	173	6	1	400	11	0.11	14	After Midnight	No Action	40	165	65.6	Gemini	Muscular	Friends Only
Female	Straight	Urban	Middle	High School	Makeup, Startups, Tattoos	35	Moderate	0.29	Balanced	11	6	2	32	94	0.34	22	Evening	No Action	26	200	113.6	Pisces	Muscular	Serious Relationship
Non-binary	Straight	Small Town	Very High	PhD	Memes, Reading, Board Games	145	Addicted	0.47	Optimistic	189	19	1	229	29	0.36	0	Afternoon	Instant Match	49	146	52.7	Pisces	Curvy	Serious Relationship
Genderfluid	Bisexual	Urban	Upper-Middle	Bachelor’s	Traveling, Poetry, Gaming	74	High	0.35	Balanced	26	17	0	371	22	0.2	18	Late Night	Instant Match	49	177	70.5	Taurus	Muscular	Serious Relationship
Prefer Not to Say	Queer	Small Town	Lower-Middle	Postdoc	History, Hiking, Dancing	38	Moderate	0.67	Optimistic	107	14	4	8	56	0.49	6	Late Night	Instant Match	18	156	48.9	Aries	Slim	Friends Only
Transgender	Lesbian	Suburban	Very High	Postdoc	Movies, Anime, Skating	253	Extreme User	0.46	Optimistic	138	8	6	25	14	0.39	12	After Midnight	Relationship Formed	57	194	76.0	Aries	Curvy	Networking
Genderfluid	Queer	Suburban	High	PhD	Memes, Painting, Writing	194	Extreme User	0.65	Optimistic	20	7	3	196	20	0.13	13	Morning	Relationship Formed	36	159	74.6	Cancer	Athletic	Networking
Transgender	Bisexual	Rural	Lower-Middle	Postdoc	Clubbing, Binge-Watching, Traveling	44	Moderate	0.47	Optimistic	144	29	5	267	16	0.18	2	Early Morning	Ghosted	37	164	71.0	Capricorn	Muscular	Networking
Male	Queer	Small Town	Lower-Middle	No Formal Education	K-pop, Motorcycling, Movies	68	High	0.7	Swipe Maniac	103	21	0	75	40	0.66	6	Morning	No Action	50	191	82.8	Libra	Average	Networking
Genderfluid	Pansexual	Urban	Lower-Middle	High School	Spirituality, Gardening, Music	76	High	0.45	Optimistic	190	12	2	28	48	0.14	8	Late Night	Ghosted	56	145	62.9	Leo	Average	Networking
Female	Queer	Small Town	Middle	High School	Motorcycling, Politics, Cars	251	Extreme User	0.35	Balanced	132	5	3	377	10	0.22	22	Late Night	Blocked	32	187	94.4	Cancer	Muscular	Casual Dating
Female	Pansexual	Urban	Very Low	High School	Parenting, Sneaker Culture, Poetry	270	Extreme User	0.3	Balanced	108	12	5	472	78	0.35	16	After Midnight	Catfished	43	174	63.3	Virgo	Slim	Friends Only
Male	Pansexual	Small Town	Very High	Master’s	Parenting, Cooking, Board Games	261	Extreme User	0.23	Balanced	187	1	6	438	38	0.5	0	Afternoon	Mutual Match	22	189	66.8	Aquarius	Average	Casual Dating
Prefer Not to Say	Lesbian	Remote Area	Low	PhD	Running, Anime, Painting	200	Extreme User	0.53	Optimistic	111	7	6	452	99	0.1	9	Afternoon	Blocked	55	162	57.2	Cancer	Athletic	Exploring
Male	Straight	Rural	Middle	No Formal Education	Politics, Photography, Parenting	292	Extreme User	0.78	Swipe Maniac	72	22	0	194	38	0.08	23	After Midnight	No Action	58	173	77.8	Libra	Muscular	Networking
Non-binary	Bisexual	Suburban	Very High	Master’s	Languages, Memes, Pets	154	Addicted	0.7	Swipe Maniac	110	14	5	29	100	0.11	17	Afternoon	Instant Match	36	145	56.6	Taurus	Average	Casual Dating
Male	Pansexual	Suburban	Middle	Associate’s	Skating, Cooking, K-pop	64	High	0.38	Balanced	83	12	6	487	73	0.35	23	Late Night	One-sided Like	30	191	85.4	Aquarius	Average	Networking
Male	Straight	Remote Area	Lower-Middle	PhD	Podcasts, Coding, Painting	173	Addicted	0.67	Optimistic	60	24	0	261	16	0.38	9	After Midnight	Chat Ignored	34	191	75.9	Aquarius	Plus Size	Friends Only
Prefer Not to Say	Queer	Urban	Very Low	PhD	Investing, Languages, Movies	118	High	0.59	Optimistic	91	20	2	111	17	0.46	2	Late Night	One-sided Like	19	180	58.3	Scorpio	Muscular	Networking
Female	Demisexual	Rural	Very Low	Master’s	Dancing, Clubbing, History	168	Addicted	0.39	Balanced	104	15	6	391	46	0.22	20	After Midnight	Date Happened	47	199	73.7	Aquarius	Curvy	Networking
Transgender	Gay	Remote Area	Low	No Formal Education	Movies, Politics, Astrology	260	Extreme User	0.08	Choosy	55	9	1	73	73	0.29	16	Morning	Chat Ignored	58	163	76.0	Pisces	Slim	Casual Dating
Prefer Not to Say	Demisexual	Urban	Upper-Middle	Master’s	Podcasts, Anime, Astrology	130	Addicted	0.53	Optimistic	95	29	4	225	17	0.54	16	Early Morning	Blocked	39	195	89.4	Aries	Average	Casual Dating
Transgender	Lesbian	Suburban	Middle	MBA	Clubbing, Makeup, Anime	228	Extreme User	0.33	Balanced	182	18	0	491	85	0.04	10	Afternoon	One-sided Like	56	148	54.3	Leo	Slim	Exploring
Female	Bisexual	Urban	Middle	Bachelor’s	Sneaker Culture, Board Games, Yoga	124	Addicted	0.27	Balanced	135	7	5	208	80	0.29	6	Evening	Catfished	39	155	66.5	Aquarius	Plus Size	Friends Only
Male	Asexual	Urban	Middle	Associate’s	Cooking, Memes, Art	48	Moderate	0.63	Optimistic	36	0	2	224	38	0.07	12	Morning	Catfished	50	188	82.0	Leo	Slim	Serious Relationship
Non-binary	Lesbian	Rural	Very High	MBA	Podcasts, Social Activism, DIY	97	High	0.44	Optimistic	185	4	0	392	49	0.28	0	Morning	Relationship Formed	48	163	64.8	Cancer	Muscular	Exploring
Male	Straight	Metro	Low	MBA	Social Activism, K-pop, Foodie	50	Moderate	0.57	Optimistic	21	6	1	81	58	0.26	8	Afternoon	Catfished	55	188	95.8	Gemini	Curvy	Hookups
Transgender	Asexual	Urban	Very Low	Bachelor’s	Stand-up Comedy, Pets, Crafting	46	Moderate	0.4	Optimistic	191	16	4	20	89	0.13	18	Evening	Catfished	21	176	59.2	Gemini	Average	Hookups
Male	Gay	Rural	Very High	Associate’s	Gardening, Fitness, Tattoos	185	Extreme User	0.56	Optimistic	115	8	0	5	81	0.31	3	Morning	Ghosted	42	149	60.6	Sagittarius	Plus Size	Exploring
Transgender	Bisexual	Suburban	Very High	No Formal Education	Music, Crafting, Cooking	84	High	0.62	Optimistic	151	23	5	286	67	0.43	1	Late Night	Ghosted	50	156	50.4	Capricorn	Muscular	Networking
Genderfluid	Lesbian	Urban	Very Low	Master’s	Astrology, Music, Painting	180	Extreme User	0.38	Balanced	101	19	0	256	56	0.16	22	After Midnight	Instant Match	39	173	76.3	Virgo	Plus Size	Casual Dating
Genderfluid	Pansexual	Metro	Low	MBA	Cooking, Tech, Anime	76	High	0.4	Optimistic	26	13	6	270	23	0.21	17	Early Morning	Relationship Formed	39	193	94.2	Cancer	Slim	Friends Only
Male	Demisexual	Suburban	Very Low	PhD	Fitness, Tattoos, Music	1	Barely	0.42	Optimistic	40	14	0	417	30	0.16	9	Evening	Ghosted	30	171	62.0	Taurus	Muscular	Serious Relationship
Prefer Not to Say	Asexual	Suburban	Upper-Middle	Bachelor’s	Coding, Politics, Board Games	221	Extreme User	0.54	Optimistic	84	27	1	383	7	0.17	8	Early Morning	Mutual Match	43	168	62.7	Scorpio	Athletic	Exploring
Female	Demisexual	Small Town	Very Low	Associate’s	Fitness, Dancing, Podcasts	233	Extreme User	0.48	Optimistic	193	12	5	312	45	0.28	1	Early Morning	Relationship Formed	20	192	97.7	Sagittarius	Muscular	Networking
Transgender	Lesbian	Remote Area	Low	Associate’s	Motorcycling, Makeup, Cars	53	Moderate	0.4	Optimistic	121	17	5	331	71	0.1	0	After Midnight	One-sided Like	49	177	59.2	Scorpio	Slim	Casual Dating
Non-binary	Bisexual	Urban	Low	Diploma	Traveling, Painting, Investing	56	Moderate	0.31	Balanced	154	17	1	398	50	0.37	9	After Midnight	Ghosted	37	150	62.3	Aries	Muscular	Networking
Non-binary	Lesbian	Metro	Low	Bachelor’s	Art, K-pop, Stand-up Comedy	200	Extreme User	0.6	Optimistic	48	19	5	485	65	0.21	22	After Midnight	Date Happened	43	192	69.3	Aquarius	Slim	Exploring
Transgender	Gay	Rural	Middle	Master’s	Photography, Gaming, Crafting	23	Low	0.28	Balanced	30	16	0	393	93	0.57	7	Afternoon	Chat Ignored	19	149	61.3	Leo	Curvy	Hookups
Transgender	Lesbian	Urban	Lower-Middle	Diploma	Art, Music, Makeup	115	High	0.56	Optimistic	180	17	1	434	45	0.45	4	Evening	Instant Match	22	174	80.2	Aries	Slim	Hookups
Transgender	Gay	Metro	Very Low	Associate’s	Makeup, Clubbing, MMA	193	Extreme User	0.62	Optimistic	125	4	6	237	57	0.14	0	Afternoon	One-sided Like	34	166	52.9	Libra	Curvy	Casual Dating
Female	Asexual	Metro	Low	Bachelor’s	Investing, Running, Stand-up Comedy	36	Moderate	0.49	Optimistic	152	19	6	489	25	0.5	11	Evening	Ghosted	42	146	49.0	Cancer	Athletic	Serious Relationship
Non-binary	Demisexual	Remote Area	Low	PhD	Hiking, Dancing, Investing	77	High	0.46	Optimistic	81	3	1	99	68	0.42	2	After Midnight	Catfished	25	174	89.9	Cancer	Plus Size	Casual Dating
Transgender	Lesbian	Metro	High	Associate’s	Social Activism, Politics, Board Games	179	Addicted	0.53	Optimistic	199	23	6	108	86	0.19	16	Afternoon	Date Happened	57	169	60.0	Cancer	Muscular	Casual Dating
Transgender	Queer	Suburban	Low	MBA	Anime, Tech, Coding	91	High	0.32	Balanced	160	11	5	394	19	0.39	17	Late Night	Chat Ignored	30	166	79.6	Virgo	Average	Hookups
Transgender	Straight	Metro	Lower-Middle	PhD	Tattoos, Astrology, Tech	79	High	0.65	Optimistic	88	21	2	428	98	0.12	14	Morning	Relationship Formed	26	154	48.6	Libra	Curvy	Hookups
Female	Pansexual	Urban	Very High	PhD	Meditation, Motorcycling, Fashion	192	Extreme User	0.17	Choosy	85	5	6	432	64	0.47	19	Late Night	Relationship Formed	42	150	52.4	Scorpio	Slim	Networking
Genderfluid	Asexual	Remote Area	Lower-Middle	No Formal Education	Cars, Crafting, Meditation	82	High	0.69	Optimistic	174	1	3	367	26	0.45	7	Evening	Mutual Match	23	168	61.0	Aquarius	Curvy	Casual Dating
Transgender	Queer	Small Town	Very High	High School	Music, Art, Traveling	286	Extreme User	0.26	Balanced	83	29	2	414	62	0.26	19	Late Night	Date Happened	32	196	87.2	Leo	Plus Size	Networking
Female	Lesbian	Urban	High	MBA	Yoga, Crafting, Languages	91	High	0.35	Balanced	54	0	6	274	68	0.35	21	Early Morning	Blocked	58	185	71.2	Taurus	Slim	Casual Dating
Non-binary	Asexual	Small Town	Upper-Middle	Postdoc	Running, Reading, Spirituality	87	High	0.64	Optimistic	31	19	1	119	93	0.1	13	Afternoon	Chat Ignored	22	194	75.6	Leo	Average	Hookups
Transgender	Demisexual	Urban	Lower-Middle	Master’s	Languages, Startups, Spirituality	171	Addicted	0.37	Balanced	63	25	1	279	34	0.67	23	After Midnight	Blocked	39	199	109.3	Libra	Athletic	Friends Only
Non-binary	Queer	Small Town	Very High	Postdoc	Spirituality, Clubbing, Sneaker Culture	57	Moderate	0.56	Optimistic	95	22	6	142	14	0.13	11	Late Night	Date Happened	30	179	70.5	Aries	Muscular	Serious Relationship
Male	Asexual	Rural	Very High	High School	Politics, Memes, Writing	116	High	0.19	Choosy	9	4	5	182	82	0.17	7	Morning	Instant Match	21	148	43.6	Pisces	Slim	Hookups
Transgender	Demisexual	Remote Area	Lower-Middle	PhD	Yoga, Board Games, MMA	95	High	0.46	Optimistic	90	24	3	87	50	0.17	11	Late Night	Instant Match	47	152	43.7	Libra	Average	Networking
Genderfluid	Demisexual	Suburban	High	Master’s	Binge-Watching, K-pop, Dancing	260	Extreme User	0.32	Balanced	23	0	4	164	56	0.48	17	Late Night	Mutual Match	32	192	74.8	Sagittarius	Curvy	Friends Only
Male	Pansexual	Rural	Upper-Middle	Postdoc	Sneaker Culture, Investing, Meditation	101	High	0.44	Optimistic	70	2	4	306	50	0.56	2	Evening	Chat Ignored	46	160	64.3	Cancer	Plus Size	Serious Relationship
Non-binary	Pansexual	Suburban	Low	No Formal Education	Skating, Poetry, Foodie	286	Extreme User	0.64	Optimistic	33	8	5	146	94	0.18	17	Late Night	Relationship Formed	51	145	56.3	Sagittarius	Slim	Hookups
Transgender	Queer	Remote Area	Lower-Middle	Postdoc	Astrology, Spirituality, Sneaker Culture	275	Extreme User	0.63	Optimistic	90	1	3	495	59	0.29	21	Late Night	One-sided Like	41	192	70.8	Libra	Curvy	Casual Dating
Non-binary	Pansexual	Metro	Very High	Bachelor’s	MMA, Meditation, Coding	180	Extreme User	0.37	Balanced	151	19	1	134	70	0.1	20	Afternoon	Catfished	26	195	95.4	Aquarius	Average	Exploring
Prefer Not to Say	Gay	Urban	Middle	High School	Writing, K-pop, Politics	143	Addicted	0.49	Optimistic	56	7	3	197	60	0.52	3	After Midnight	Ghosted	46	181	71.4	Libra	Slim	Serious Relationship
Genderfluid	Gay	Urban	High	PhD	Makeup, Cooking, Music	267	Extreme User	0.43	Optimistic	64	26	4	448	17	0.29	9	Early Morning	Date Happened	38	179	82.7	Aquarius	Average	Casual Dating
Genderfluid	Pansexual	Metro	High	Master’s	Pets, Writing, DIY	203	Extreme User	0.37	Balanced	42	19	2	88	86	0.34	6	Early Morning	Instant Match	38	167	72.0	Taurus	Muscular	Casual Dating
Female	Straight	Rural	Very Low	Associate’s	Pets, Gardening, Hiking	256	Extreme User	0.2	Balanced	125	26	1	166	86	0.16	21	Afternoon	Chat Ignored	42	188	81.3	Capricorn	Average	Exploring
Transgender	Lesbian	Suburban	Low	No Formal Education	Painting, Investing, DIY	59	Moderate	0.6	Optimistic	85	16	6	291	20	0.4	10	Early Morning	Date Happened	54	150	60.8	Leo	Athletic	Serious Relationship
Male	Bisexual	Suburban	Low	Master’s	Startups, MMA, Clubbing	162	Addicted	0.31	Balanced	32	27	1	432	46	0.31	14	Late Night	Chat Ignored	48	156	49.4	Aries	Muscular	Serious Relationship
Non-binary	Bisexual	Urban	Lower-Middle	High School	Sneaker Culture, Clubbing, Gaming	236	Extreme User	0.56	Optimistic	121	11	5	239	93	0.22	8	Early Morning	Catfished	58	162	60.6	Virgo	Plus Size	Serious Relationship
Female	Demisexual	Remote Area	Very Low	Diploma	Memes, Yoga, Dancing	38	Moderate	0.13	Choosy	22	18	3	345	4	0.12	4	Afternoon	Chat Ignored	59	159	68.0	Leo	Athletic	Serious Relationship
Female	Bisexual	Metro	Lower-Middle	No Formal Education	Poetry, Sneaker Culture, Tech	262	Extreme User	0.33	Balanced	105	30	1	217	1	0.31	11	Evening	No Action	43	188	97.9	Capricorn	Plus Size	Friends Only

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