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
Prefer Not to Say	Gay	Suburban	Lower-Middle	Diploma	Meditation, Photography, Coding	217	Extreme User	0.62	Optimistic	54	8	5	453	7	0.41	23	Early Morning	One-sided Like	19	189	106.4	Capricorn	Muscular	Hookups
Male	Gay	Urban	Very High	Master’s	Fitness, Movies, Writing	55	Moderate	0.35	Balanced	107	28	1	364	35	0.33	5	Late Night	Ghosted	45	199	88.7	Capricorn	Athletic	Exploring
Non-binary	Gay	Suburban	Low	MBA	Photography, Gardening, Traveling	46	Moderate	0.44	Optimistic	124	29	2	346	5	0.09	3	Evening	Relationship Formed	33	185	77.3	Sagittarius	Plus Size	Serious Relationship
Genderfluid	Bisexual	Urban	Very High	No Formal Education	Parenting, Investing, Cars	91	High	0.62	Optimistic	21	9	1	223	22	0.11	2	Late Night	Blocked	53	180	74.8	Aries	Curvy	Casual Dating
Genderfluid	Queer	Metro	Very Low	Master’s	Hiking, Languages, Parenting	219	Extreme User	0.3	Balanced	97	10	4	189	34	0.4	22	Afternoon	Chat Ignored	34	188	95.8	Scorpio	Plus Size	Networking
Male	Asexual	Small Town	High	Master’s	Crafting, Anime, Politics	288	Extreme User	0.87	Swipe Maniac	30	6	0	382	41	0.32	5	Afternoon	Blocked	25	188	67.2	Sagittarius	Athletic	Casual Dating
Prefer Not to Say	Bisexual	Remote Area	Middle	Associate’s	Running, Tech, Art	38	Moderate	0.47	Optimistic	98	25	4	220	20	0.37	11	Early Morning	No Action	29	172	72.5	Leo	Athletic	Serious Relationship
Male	Demisexual	Rural	Upper-Middle	MBA	Anime, Foodie, Cars	86	High	0.54	Optimistic	124	26	3	401	88	0.26	16	Early Morning	Ghosted	28	148	57.0	Capricorn	Average	Casual Dating
Male	Queer	Small Town	Upper-Middle	Associate’s	Traveling, Makeup, Crafting	151	Addicted	0.86	Swipe Maniac	174	3	6	457	80	0.42	8	Afternoon	Relationship Formed	37	150	45.2	Gemini	Muscular	Serious Relationship
Non-binary	Demisexual	Remote Area	High	MBA	Fitness, Makeup, K-pop	61	High	0.45	Optimistic	161	3	0	418	80	0.58	20	Morning	Instant Match	30	196	92.6	Libra	Average	Exploring
Transgender	Gay	Urban	Very High	Master’s	Reading, Tech, Startups	202	Extreme User	0.62	Optimistic	5	2	5	113	4	0.23	7	Late Night	Chat Ignored	43	190	80.1	Virgo	Curvy	Networking
Prefer Not to Say	Straight	Urban	Upper-Middle	MBA	Tattoos, Anime, Binge-Watching	21	Low	0.53	Optimistic	66	29	6	109	94	0.42	8	Evening	Instant Match	59	192	85.9	Aries	Muscular	Hookups
Genderfluid	Queer	Urban	High	Postdoc	Stand-up Comedy, Memes, Binge-Watching	123	Addicted	0.37	Balanced	128	15	5	490	94	0.1	20	Late Night	Relationship Formed	36	179	70.2	Taurus	Plus Size	Casual Dating
Transgender	Demisexual	Small Town	Lower-Middle	Postdoc	Stand-up Comedy, Politics, Coding	177	Addicted	0.73	Swipe Maniac	188	1	2	290	49	0.22	1	Early Morning	One-sided Like	24	153	69.1	Pisces	Muscular	Hookups
Genderfluid	Pansexual	Remote Area	Lower-Middle	Postdoc	Tattoos, Investing, Reading	56	Moderate	0.37	Balanced	48	10	6	396	7	0.4	4	After Midnight	Blocked	32	183	83.4	Scorpio	Muscular	Friends Only
Prefer Not to Say	Queer	Suburban	Upper-Middle	PhD	Meditation, Social Activism, Dancing	36	Moderate	0.51	Optimistic	24	14	2	486	92	0.55	9	Late Night	Blocked	32	190	70.8	Gemini	Athletic	Exploring
Male	Gay	Metro	Upper-Middle	No Formal Education	Pets, Board Games, MMA	198	Extreme User	0.55	Optimistic	78	27	6	420	40	0.46	5	Evening	No Action	22	182	91.8	Gemini	Average	Casual Dating
Genderfluid	Asexual	Remote Area	High	Postdoc	Music, Painting, Gaming	188	Extreme User	0.47	Optimistic	185	29	1	142	18	0.3	16	After Midnight	Mutual Match	56	199	81.6	Libra	Athletic	Hookups
Non-binary	Gay	Small Town	Lower-Middle	Associate’s	Hiking, Dancing, Gaming	283	Extreme User	0.5	Optimistic	174	24	5	184	63	0.72	11	After Midnight	Mutual Match	57	161	70.2	Aquarius	Plus Size	Exploring
Non-binary	Lesbian	Metro	Middle	High School	Startups, Dancing, Yoga	234	Extreme User	0.22	Balanced	148	25	2	233	81	0.4	4	Afternoon	Catfished	35	195	70.7	Gemini	Plus Size	Friends Only
Transgender	Asexual	Suburban	Very Low	MBA	MMA, Coding, Makeup	0	Barely	0.72	Swipe Maniac	188	26	2	168	26	0.02	19	Evening	One-sided Like	39	178	82.1	Leo	Curvy	Casual Dating
Female	Asexual	Small Town	Low	Associate’s	Photography, Crafting, K-pop	81	High	0.46	Optimistic	128	20	1	261	17	0.39	13	Late Night	Instant Match	39	182	94.4	Pisces	Average	Hookups
Transgender	Bisexual	Remote Area	Upper-Middle	MBA	Foodie, Movies, Skating	89	High	0.8	Swipe Maniac	116	10	0	196	56	0.36	16	Morning	Blocked	38	172	79.3	Libra	Slim	Casual Dating
Non-binary	Gay	Small Town	High	Bachelor’s	Social Activism, Reading, Traveling	288	Extreme User	0.47	Optimistic	173	20	4	74	87	0.54	15	After Midnight	One-sided Like	35	169	53.1	Aries	Slim	Friends Only
Female	Straight	Urban	Low	No Formal Education	Crafting, Hiking, Spirituality	288	Extreme User	0.47	Optimistic	167	8	1	446	70	0.29	18	Afternoon	Chat Ignored	36	182	88.1	Cancer	Muscular	Exploring
Prefer Not to Say	Gay	Rural	Lower-Middle	PhD	Skating, Motorcycling, Foodie	183	Extreme User	0.79	Swipe Maniac	52	25	0	152	38	0.37	7	Afternoon	No Action	34	170	56.9	Aries	Muscular	Networking
Female	Queer	Suburban	Very High	MBA	Crafting, Memes, Pets	121	Addicted	0.62	Optimistic	50	19	1	47	38	0.18	11	After Midnight	Catfished	20	181	66.5	Cancer	Plus Size	Friends Only
Female	Gay	Metro	High	PhD	Coding, Astrology, Art	275	Extreme User	0.57	Optimistic	8	2	4	444	48	0.5	2	Morning	Relationship Formed	24	163	69.3	Cancer	Average	Hookups
Transgender	Lesbian	Small Town	Low	Diploma	K-pop, Gaming, Tattoos	102	High	0.65	Optimistic	37	17	0	381	99	0.13	2	Evening	Ghosted	39	161	73.4	Cancer	Athletic	Casual Dating
Male	Lesbian	Remote Area	Lower-Middle	PhD	Board Games, Binge-Watching, Poetry	30	Moderate	0.69	Optimistic	190	22	6	440	60	0.45	5	Morning	Date Happened	34	181	94.0	Leo	Plus Size	Hookups
Non-binary	Pansexual	Urban	Low	Diploma	Cars, Music, Yoga	186	Extreme User	0.31	Balanced	128	2	5	33	43	0.55	15	Morning	Relationship Formed	49	179	87.2	Libra	Plus Size	Networking
Female	Pansexual	Urban	Upper-Middle	Postdoc	Movies, Podcasts, Spirituality	122	Addicted	0.36	Balanced	76	1	5	468	70	0.26	1	Afternoon	Relationship Formed	24	167	60.2	Pisces	Slim	Hookups
Non-binary	Straight	Small Town	Very Low	No Formal Education	Poetry, Art, Meditation	31	Moderate	0.68	Optimistic	27	2	4	159	92	0.32	20	Morning	One-sided Like	28	153	67.4	Taurus	Muscular	Casual Dating
Genderfluid	Lesbian	Urban	Middle	MBA	Dancing, Spirituality, Reading	15	Low	0.44	Optimistic	184	5	6	187	6	0.11	0	Late Night	Instant Match	59	187	95.8	Aquarius	Curvy	Hookups
Non-binary	Straight	Urban	Upper-Middle	Master’s	Traveling, K-pop, Politics	185	Extreme User	0.63	Optimistic	188	2	4	209	92	0.46	7	Early Morning	One-sided Like	49	193	82.7	Sagittarius	Average	Casual Dating
Transgender	Gay	Small Town	Lower-Middle	Postdoc	Parenting, Astrology, Spirituality	233	Extreme User	0.56	Optimistic	131	11	6	258	2	0.56	10	Afternoon	Instant Match	55	153	65.3	Virgo	Average	Casual Dating
Male	Asexual	Suburban	Lower-Middle	Bachelor’s	Astrology, Gaming, Pets	240	Extreme User	0.52	Optimistic	90	18	6	388	13	0.12	9	Early Morning	Instant Match	33	145	46.3	Libra	Average	Networking
Female	Gay	Metro	Very Low	Bachelor’s	Startups, Crafting, Dancing	174	Addicted	0.42	Optimistic	64	6	4	398	29	0.63	0	Afternoon	Ghosted	55	175	78.7	Aries	Average	Networking
Prefer Not to Say	Lesbian	Remote Area	Upper-Middle	MBA	Photography, Traveling, Binge-Watching	8	Very Low	0.31	Balanced	133	13	3	482	44	0.14	15	Afternoon	Catfished	56	163	53.7	Virgo	Muscular	Hookups
Male	Demisexual	Metro	High	Diploma	Music, Fashion, K-pop	147	Addicted	0.51	Optimistic	46	1	3	474	95	0.36	10	Afternoon	One-sided Like	58	174	86.0	Aries	Muscular	Exploring
Genderfluid	Asexual	Metro	Middle	Associate’s	Clubbing, MMA, Fitness	263	Extreme User	0.51	Optimistic	183	18	0	355	95	0.32	11	Evening	Relationship Formed	31	177	75.5	Virgo	Plus Size	Exploring
Male	Queer	Rural	Low	No Formal Education	Social Activism, Languages, Sneaker Culture	115	High	0.58	Optimistic	85	19	5	154	18	0.09	17	Afternoon	One-sided Like	47	172	68.6	Pisces	Average	Exploring
Transgender	Queer	Metro	High	Associate’s	Foodie, Makeup, DIY	159	Addicted	0.67	Optimistic	8	5	4	30	78	0.29	19	Late Night	Blocked	30	186	64.7	Libra	Average	Casual Dating
Female	Gay	Suburban	High	Associate’s	Hiking, Running, Pets	34	Moderate	0.26	Balanced	182	13	1	401	50	0.33	22	Late Night	Blocked	31	164	55.7	Virgo	Athletic	Serious Relationship
Non-binary	Gay	Small Town	High	No Formal Education	Poetry, Parenting, Pets	177	Addicted	0.62	Optimistic	178	0	4	151	92	0.52	6	Morning	Date Happened	26	162	56.4	Gemini	Average	Networking
Female	Bisexual	Rural	Low	Postdoc	Hiking, Social Activism, Meditation	283	Extreme User	0.0	Choosy	200	15	3	205	78	0.56	3	Evening	Relationship Formed	25	154	50.3	Gemini	Average	Friends Only
Genderfluid	Bisexual	Urban	Low	Postdoc	Crafting, Politics, Languages	69	High	0.28	Balanced	109	16	2	194	73	0.11	16	Afternoon	Relationship Formed	34	193	82.7	Taurus	Muscular	Hookups
Female	Lesbian	Suburban	High	Bachelor’s	Motorcycling, Tech, Memes	79	High	0.29	Balanced	170	6	2	252	21	0.45	10	Afternoon	Relationship Formed	20	150	58.9	Aquarius	Athletic	Networking
Transgender	Demisexual	Remote Area	Middle	Bachelor’s	Pets, Makeup, Cars	192	Extreme User	0.35	Balanced	150	15	1	443	5	0.38	4	Late Night	Blocked	41	168	59.0	Aries	Curvy	Serious Relationship
Male	Gay	Metro	High	Associate’s	Motorcycling, Cars, Tech	269	Extreme User	0.39	Balanced	108	19	6	434	16	0.32	3	Early Morning	No Action	31	147	49.7	Scorpio	Curvy	Serious Relationship
Prefer Not to Say	Demisexual	Small Town	Very Low	Master’s	Coding, Sneaker Culture, Fashion	179	Addicted	0.67	Optimistic	5	1	1	75	42	0.08	22	Evening	One-sided Like	52	161	56.0	Cancer	Curvy	Hookups
Genderfluid	Straight	Remote Area	Middle	Diploma	Memes, Spirituality, Motorcycling	117	High	0.11	Choosy	47	9	2	433	47	0.38	16	After Midnight	Blocked	55	192	80.0	Capricorn	Slim	Serious Relationship
Female	Bisexual	Urban	Lower-Middle	PhD	Investing, Fitness, Hiking	151	Addicted	0.6	Optimistic	76	8	3	45	13	0.26	3	Early Morning	Date Happened	22	148	42.7	Aquarius	Average	Friends Only
Female	Queer	Remote Area	Very High	Bachelor’s	Foodie, Crafting, Podcasts	16	Low	0.18	Choosy	9	9	2	304	47	0.39	18	Afternoon	Chat Ignored	42	170	54.3	Taurus	Muscular	Serious Relationship
Female	Demisexual	Remote Area	High	MBA	Poetry, Memes, Spirituality	5	Very Low	0.7	Swipe Maniac	181	4	2	99	43	0.1	21	Late Night	No Action	24	195	95.1	Virgo	Curvy	Hookups
Prefer Not to Say	Straight	Metro	Lower-Middle	High School	Investing, Podcasts, Sneaker Culture	173	Addicted	0.3	Balanced	147	23	6	3	9	0.15	3	Afternoon	Mutual Match	34	198	75.7	Cancer	Average	Serious Relationship
Non-binary	Bisexual	Urban	Very Low	Associate’s	Gardening, Skating, Traveling	249	Extreme User	0.75	Swipe Maniac	44	18	5	453	42	0.26	2	Late Night	Chat Ignored	36	178	75.1	Aries	Athletic	Serious Relationship
Genderfluid	Bisexual	Urban	Very Low	Bachelor’s	Podcasts, Fashion, Cooking	57	Moderate	0.7	Swipe Maniac	23	3	2	40	24	0.23	13	Afternoon	No Action	54	149	56.8	Taurus	Curvy	Exploring
Male	Gay	Urban	Very Low	Associate’s	Cars, DIY, Reading	50	Moderate	0.58	Optimistic	147	14	6	120	37	0.36	4	Morning	Instant Match	44	174	89.6	Gemini	Athletic	Serious Relationship
Transgender	Asexual	Suburban	Very Low	Master’s	Gardening, Social Activism, Clubbing	17	Low	0.39	Balanced	189	20	2	149	76	0.14	18	Late Night	Catfished	50	188	83.4	Sagittarius	Average	Hookups
Female	Asexual	Suburban	High	Master’s	Tattoos, Cooking, Writing	174	Addicted	0.77	Swipe Maniac	162	21	0	146	99	0.29	9	Morning	Blocked	48	160	58.4	Virgo	Slim	Hookups
Female	Lesbian	Remote Area	Very High	MBA	Hiking, Languages, Memes	185	Extreme User	0.41	Optimistic	155	26	6	463	52	0.36	12	Late Night	Ghosted	18	157	56.4	Aquarius	Muscular	Hookups
Male	Bisexual	Urban	Very High	No Formal Education	Movies, Reading, Poetry	32	Moderate	0.54	Optimistic	177	25	2	437	64	0.21	21	Afternoon	Chat Ignored	34	181	79.3	Sagittarius	Muscular	Exploring
Genderfluid	Asexual	Remote Area	Upper-Middle	High School	Movies, Skating, Clubbing	187	Extreme User	0.75	Swipe Maniac	108	19	6	445	66	0.25	17	Early Morning	One-sided Like	25	163	59.2	Leo	Curvy	Networking
Non-binary	Lesbian	Small Town	Very Low	MBA	Hiking, Movies, Social Activism	208	Extreme User	0.46	Optimistic	158	7	2	53	18	0.45	13	Morning	Instant Match	24	166	82.7	Cancer	Muscular	Serious Relationship
Female	Pansexual	Small Town	Very Low	MBA	Foodie, Board Games, Investing	250	Extreme User	0.76	Swipe Maniac	175	30	2	85	99	0.25	0	After Midnight	One-sided Like	50	200	116.0	Aquarius	Muscular	Exploring
Prefer Not to Say	Asexual	Suburban	Middle	MBA	Anime, Startups, Tattoos	44	Moderate	0.5	Optimistic	142	20	1	175	93	0.37	11	Morning	Mutual Match	41	197	100.1	Pisces	Curvy	Serious Relationship
Transgender	Gay	Remote Area	Very High	Master’s	Pets, Podcasts, Spirituality	241	Extreme User	0.35	Balanced	191	20	1	273	43	0.12	13	Morning	No Action	29	152	42.0	Cancer	Plus Size	Casual Dating
Male	Queer	Suburban	Middle	Postdoc	Podcasts, Hiking, K-pop	257	Extreme User	0.78	Swipe Maniac	176	19	4	188	39	0.06	5	Late Night	Blocked	44	181	61.6	Sagittarius	Muscular	Friends Only
Non-binary	Gay	Small Town	Upper-Middle	Master’s	Fitness, Movies, MMA	90	High	0.37	Balanced	183	26	0	32	100	0.15	19	Morning	Blocked	59	171	87.7	Leo	Slim	Serious Relationship
Female	Gay	Suburban	Low	Master’s	Writing, Poetry, Politics	29	Low	0.68	Optimistic	132	1	0	37	11	0.09	6	Morning	Mutual Match	54	154	58.8	Virgo	Average	Serious Relationship
Prefer Not to Say	Queer	Urban	Low	Diploma	Gaming, Motorcycling, Parenting	64	High	0.52	Optimistic	14	9	3	451	92	0.14	2	Late Night	Relationship Formed	29	155	59.8	Cancer	Slim	Friends Only
Non-binary	Bisexual	Remote Area	Very Low	Associate’s	Photography, Yoga, Memes	226	Extreme User	0.44	Optimistic	12	12	0	121	49	0.44	20	After Midnight	Ghosted	32	173	67.0	Taurus	Athletic	Networking
Prefer Not to Say	Demisexual	Metro	Very Low	High School	Anime, Memes, Parenting	104	High	0.65	Optimistic	13	6	3	106	13	0.35	14	Morning	Mutual Match	20	179	85.2	Leo	Plus Size	Hookups
Non-binary	Gay	Remote Area	High	Associate’s	Fashion, Writing, Fitness	3	Barely	0.35	Balanced	160	5	0	433	97	0.23	7	Morning	Catfished	49	196	101.4	Aquarius	Athletic	Serious Relationship
Genderfluid	Pansexual	Remote Area	Lower-Middle	High School	Gaming, Politics, Meditation	22	Low	0.68	Optimistic	181	26	2	67	22	0.29	4	Early Morning	Ghosted	19	150	55.6	Libra	Plus Size	Exploring
Male	Demisexual	Small Town	Very Low	Postdoc	Cooking, Languages, Astrology	257	Extreme User	0.73	Swipe Maniac	185	6	6	149	82	0.13	14	Evening	Catfished	23	184	94.1	Libra	Athletic	Casual Dating
Prefer Not to Say	Demisexual	Small Town	Very Low	Associate’s	Crafting, Memes, Startups	37	Moderate	0.33	Balanced	113	7	2	454	63	0.52	10	After Midnight	Catfished	21	193	86.4	Aries	Muscular	Hookups
Male	Gay	Urban	Low	Associate’s	Crafting, Makeup, Painting	179	Addicted	0.85	Swipe Maniac	115	5	5	427	51	0.14	4	Early Morning	Date Happened	20	197	78.0	Libra	Curvy	Hookups
Female	Pansexual	Remote Area	Middle	PhD	Languages, Foodie, Memes	273	Extreme User	0.65	Optimistic	83	1	0	44	29	0.51	7	Morning	Relationship Formed	30	160	52.2	Libra	Slim	Casual Dating
Female	Lesbian	Small Town	Very Low	Bachelor’s	Memes, Sneaker Culture, Parenting	293	Extreme User	0.33	Balanced	50	6	2	480	12	0.48	15	After Midnight	Ghosted	53	177	93.7	Aquarius	Muscular	Networking
Female	Demisexual	Small Town	Upper-Middle	Diploma	Gaming, Movies, Makeup	243	Extreme User	0.5	Optimistic	45	2	0	263	44	0.56	19	Evening	Date Happened	43	172	79.3	Virgo	Curvy	Friends Only
Genderfluid	Straight	Rural	Very Low	Master’s	MMA, Traveling, Art	248	Extreme User	0.59	Optimistic	67	5	1	353	24	0.13	3	Evening	Mutual Match	54	162	58.8	Virgo	Muscular	Exploring
Non-binary	Queer	Suburban	Very Low	Bachelor’s	Writing, MMA, Makeup	50	Moderate	0.73	Swipe Maniac	184	22	0	189	21	0.11	19	Evening	Relationship Formed	28	185	71.9	Aries	Athletic	Exploring
Genderfluid	Straight	Suburban	Middle	Bachelor’s	Startups, Music, Fitness	9	Very Low	0.46	Optimistic	116	8	6	247	98	0.47	4	After Midnight	Relationship Formed	49	178	80.8	Aquarius	Average	Hookups
Prefer Not to Say	Pansexual	Small Town	Middle	MBA	Tech, Music, History	292	Extreme User	0.7	Swipe Maniac	176	19	2	461	34	0.07	16	After Midnight	Date Happened	48	189	86.8	Pisces	Athletic	Serious Relationship
Prefer Not to Say	Straight	Small Town	Middle	Diploma	Anime, Music, Investing	24	Low	0.58	Optimistic	96	0	3	101	80	0.19	23	Late Night	Date Happened	30	151	42.9	Leo	Average	Friends Only
Female	Gay	Urban	Middle	No Formal Education	K-pop, Memes, History	72	High	0.79	Swipe Maniac	11	4	3	57	35	0.09	9	Late Night	Mutual Match	53	149	48.4	Virgo	Slim	Casual Dating
Non-binary	Pansexual	Suburban	Middle	Master’s	Meditation, Motorcycling, Hiking	178	Addicted	0.36	Balanced	8	4	1	112	13	0.24	4	Early Morning	Mutual Match	56	169	72.8	Leo	Athletic	Casual Dating
Transgender	Asexual	Small Town	Upper-Middle	PhD	Startups, Gaming, Poetry	93	High	0.43	Optimistic	110	9	2	423	88	0.36	21	Late Night	Mutual Match	40	174	79.0	Aries	Curvy	Exploring
Genderfluid	Straight	Suburban	Upper-Middle	PhD	Photography, Clubbing, K-pop	283	Extreme User	0.45	Optimistic	1	0	4	112	84	0.22	7	Afternoon	One-sided Like	26	162	69.3	Sagittarius	Average	Casual Dating
Genderfluid	Bisexual	Remote Area	Lower-Middle	Master’s	Binge-Watching, Politics, Photography	207	Extreme User	0.81	Swipe Maniac	99	8	2	135	17	0.5	0	Late Night	Relationship Formed	43	185	90.7	Capricorn	Slim	Serious Relationship
Non-binary	Straight	Suburban	Middle	Associate’s	Languages, Cooking, Anime	239	Extreme User	0.67	Optimistic	89	11	3	223	48	0.25	4	Early Morning	No Action	45	156	67.9	Leo	Slim	Hookups
Prefer Not to Say	Pansexual	Rural	Lower-Middle	Associate’s	Movies, History, DIY	30	Moderate	0.62	Optimistic	176	29	5	303	100	0.42	14	Evening	Mutual Match	49	154	58.8	Scorpio	Muscular	Serious Relationship
Transgender	Lesbian	Rural	Low	MBA	Makeup, Tattoos, Parenting	102	High	0.19	Choosy	177	1	1	349	85	0.31	21	Afternoon	Relationship Formed	47	177	58.0	Capricorn	Athletic	Exploring
Genderfluid	Pansexual	Suburban	Middle	Associate’s	Startups, Politics, Tech	43	Moderate	0.37	Balanced	137	17	2	148	95	0.43	17	Morning	One-sided Like	44	147	46.0	Aries	Slim	Exploring
Prefer Not to Say	Asexual	Small Town	Low	Postdoc	Board Games, Cars, Social Activism	161	Addicted	0.5	Optimistic	93	2	5	35	3	0.08	8	Morning	One-sided Like	45	186	90.6	Pisces	Athletic	Casual Dating
Non-binary	Asexual	Urban	Lower-Middle	Diploma	Crafting, Cooking, Meditation	172	Addicted	0.32	Balanced	138	16	3	493	72	0.39	6	Afternoon	Catfished	38	184	78.9	Aries	Muscular	Casual Dating
Transgender	Asexual	Remote Area	Low	MBA	Art, Poetry, Hiking	201	Extreme User	0.53	Optimistic	123	3	4	300	2	0.2	15	Afternoon	Catfished	20	147	56.6	Pisces	Slim	Exploring
Prefer Not to Say	Lesbian	Rural	High	High School	Memes, Crafting, Gardening	153	Addicted	0.79	Swipe Maniac	152	9	4	269	58	0.14	9	Afternoon	Date Happened	50	162	67.2	Scorpio	Average	Friends Only

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