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	Gay	Suburban	Middle	Associate’s	Pets, Sneaker Culture, Coding	143	Addicted	0.7	Swipe Maniac	178	5	3	312	11	0.23	2	After Midnight	Relationship Formed	43	175	61.9	Capricorn	Athletic	Networking
Male	Bisexual	Suburban	Low	Associate’s	Cooking, Art, Crafting	155	Addicted	0.57	Optimistic	53	9	1	418	90	0.3	4	Late Night	Chat Ignored	45	162	72.4	Leo	Muscular	Hookups
Female	Gay	Urban	Very High	High School	Tattoos, Board Games, Clubbing	270	Extreme User	0.81	Swipe Maniac	126	24	1	292	30	0.24	3	After Midnight	Mutual Match	48	169	65.4	Leo	Average	Serious Relationship
Transgender	Lesbian	Urban	Very Low	No Formal Education	Gaming, Podcasts, Makeup	42	Moderate	0.54	Optimistic	103	14	5	267	39	0.19	23	Evening	Ghosted	32	162	51.7	Sagittarius	Athletic	Networking
Male	Lesbian	Remote Area	High	Associate’s	Skating, Coding, Tech	258	Extreme User	0.15	Choosy	36	23	3	222	99	0.24	18	After Midnight	No Action	44	156	54.8	Aries	Curvy	Serious Relationship
Non-binary	Queer	Suburban	Very Low	Diploma	Clubbing, Coding, Tech	268	Extreme User	0.36	Balanced	97	17	2	388	80	0.28	17	Morning	Blocked	49	186	102.4	Aquarius	Muscular	Serious Relationship
Non-binary	Pansexual	Small Town	Upper-Middle	Associate’s	Board Games, History, Politics	293	Extreme User	0.47	Optimistic	163	10	3	77	3	0.42	6	Evening	Date Happened	27	200	87.6	Sagittarius	Muscular	Networking
Transgender	Bisexual	Rural	Upper-Middle	PhD	Gaming, Writing, History	7	Very Low	0.54	Optimistic	87	24	1	255	96	0.15	15	After Midnight	One-sided Like	24	180	82.3	Aquarius	Athletic	Friends Only
Female	Gay	Rural	High	Associate’s	Art, Binge-Watching, Photography	5	Very Low	0.45	Optimistic	182	1	2	80	89	0.13	23	Early Morning	Blocked	26	171	62.6	Virgo	Slim	Friends Only
Genderfluid	Straight	Remote Area	Lower-Middle	Postdoc	Cooking, Art, Meditation	46	Moderate	0.83	Swipe Maniac	157	22	0	417	36	0.31	2	Late Night	One-sided Like	47	168	50.8	Aries	Muscular	Casual Dating
Male	Queer	Rural	Very Low	MBA	Pets, Music, Meditation	13	Very Low	0.66	Optimistic	48	21	4	19	74	0.16	14	Early Morning	Date Happened	35	166	64.8	Leo	Muscular	Friends Only
Transgender	Bisexual	Small Town	Lower-Middle	Master’s	Social Activism, Podcasts, Gardening	4	Barely	0.68	Optimistic	62	29	4	194	70	0.1	23	Morning	Catfished	50	158	68.2	Scorpio	Curvy	Serious Relationship
Prefer Not to Say	Queer	Rural	Lower-Middle	Postdoc	K-pop, Sneaker Culture, Investing	10	Very Low	0.87	Swipe Maniac	200	22	6	404	79	0.44	21	Late Night	Catfished	22	168	74.5	Scorpio	Average	Serious Relationship
Male	Lesbian	Metro	Very Low	Associate’s	Social Activism, Running, Art	151	Addicted	0.55	Optimistic	71	7	0	38	78	0.19	16	Morning	Relationship Formed	42	182	80.5	Gemini	Athletic	Networking
Genderfluid	Asexual	Remote Area	Low	No Formal Education	Dancing, Languages, Skating	300	Extreme User	0.78	Swipe Maniac	95	5	2	466	25	0.55	17	Afternoon	Instant Match	50	148	49.5	Aries	Athletic	Casual Dating
Genderfluid	Asexual	Rural	Low	Associate’s	Dancing, Painting, Hiking	274	Extreme User	0.43	Optimistic	190	21	1	44	15	0.23	5	After Midnight	Catfished	24	188	67.9	Gemini	Curvy	Casual Dating
Prefer Not to Say	Gay	Remote Area	Upper-Middle	Bachelor’s	Crafting, Cooking, Dancing	13	Very Low	0.46	Optimistic	96	24	0	99	10	0.33	14	Morning	One-sided Like	28	199	86.7	Cancer	Average	Networking
Genderfluid	Straight	Metro	High	Bachelor’s	Pets, Dancing, K-pop	254	Extreme User	0.5	Optimistic	154	14	4	482	63	0.08	12	Morning	Instant Match	48	186	79.2	Pisces	Muscular	Networking
Male	Demisexual	Urban	Upper-Middle	Master’s	Reading, Spirituality, Cooking	108	High	0.43	Optimistic	85	23	4	39	3	0.41	22	Morning	Ghosted	57	194	90.0	Libra	Curvy	Casual Dating
Non-binary	Gay	Urban	Low	Postdoc	Movies, Cars, Hiking	55	Moderate	0.38	Balanced	88	15	3	369	67	0.12	13	Afternoon	One-sided Like	41	152	55.0	Aquarius	Curvy	Serious Relationship
Male	Gay	Small Town	High	Master’s	K-pop, History, Reading	79	High	0.31	Balanced	1	1	3	209	9	0.67	0	Afternoon	Instant Match	21	197	99.0	Scorpio	Curvy	Exploring
Genderfluid	Asexual	Small Town	Low	Associate’s	Languages, Memes, Art	185	Extreme User	0.42	Optimistic	45	15	5	485	44	0.16	11	Evening	One-sided Like	56	159	73.3	Virgo	Average	Serious Relationship
Female	Pansexual	Remote Area	Very High	Diploma	Languages, DIY, Makeup	97	High	0.71	Swipe Maniac	83	23	2	297	52	0.19	7	Late Night	Ghosted	36	187	63.3	Virgo	Average	Serious Relationship
Non-binary	Gay	Remote Area	Lower-Middle	PhD	Coding, Foodie, Clubbing	145	Addicted	0.62	Optimistic	50	1	0	83	84	0.49	22	Afternoon	Catfished	18	174	63.6	Pisces	Slim	Casual Dating
Female	Gay	Small Town	Very Low	Bachelor’s	Music, Hiking, Poetry	234	Extreme User	0.23	Balanced	150	24	2	196	90	0.66	23	Afternoon	Relationship Formed	43	181	83.2	Aquarius	Curvy	Networking
Male	Gay	Small Town	Middle	Associate’s	Coding, Languages, Running	22	Low	0.45	Optimistic	152	0	0	321	49	0.28	21	Early Morning	Chat Ignored	21	188	91.9	Leo	Muscular	Exploring
Genderfluid	Bisexual	Suburban	Low	Bachelor’s	Memes, Reading, Skating	209	Extreme User	0.69	Optimistic	123	29	6	42	23	0.7	18	Evening	Catfished	45	187	82.2	Scorpio	Athletic	Serious Relationship
Male	Queer	Urban	Upper-Middle	PhD	Anime, Startups, Memes	120	Addicted	0.71	Swipe Maniac	99	24	0	321	82	0.14	11	Morning	Relationship Formed	50	189	66.8	Scorpio	Muscular	Friends Only
Genderfluid	Asexual	Rural	Very Low	Postdoc	DIY, Investing, Stand-up Comedy	154	Addicted	0.59	Optimistic	93	19	1	136	75	0.62	5	Afternoon	Ghosted	58	178	79.2	Pisces	Curvy	Friends Only
Female	Demisexual	Small Town	Middle	No Formal Education	Writing, Tech, Coding	224	Extreme User	0.33	Balanced	150	14	1	306	38	0.35	19	After Midnight	Mutual Match	55	195	110.3	Gemini	Slim	Serious Relationship
Genderfluid	Straight	Metro	Very Low	PhD	Art, MMA, Photography	155	Addicted	0.68	Optimistic	61	18	4	38	5	0.45	21	After Midnight	Relationship Formed	48	178	69.7	Pisces	Slim	Hookups
Genderfluid	Gay	Urban	High	Diploma	Painting, Astrology, Stand-up Comedy	293	Extreme User	0.48	Optimistic	76	12	6	344	42	0.24	1	Morning	Blocked	33	163	56.6	Virgo	Athletic	Networking
Non-binary	Lesbian	Remote Area	Middle	Diploma	Anime, Yoga, Poetry	104	High	0.68	Optimistic	193	3	1	313	64	0.24	1	Early Morning	Date Happened	53	172	81.9	Gemini	Plus Size	Serious Relationship
Male	Lesbian	Remote Area	Very High	Bachelor’s	Dancing, Pets, Yoga	56	Moderate	0.81	Swipe Maniac	130	26	2	64	72	0.52	14	Late Night	Date Happened	47	172	59.2	Sagittarius	Average	Friends Only
Non-binary	Queer	Rural	Lower-Middle	No Formal Education	Photography, Tech, Poetry	145	Addicted	0.43	Optimistic	183	6	4	260	7	0.12	5	Evening	One-sided Like	51	169	56.3	Sagittarius	Curvy	Exploring
Male	Bisexual	Metro	Middle	Master’s	Politics, Stand-up Comedy, Fashion	51	Moderate	0.46	Optimistic	18	7	1	32	76	0.41	19	Late Night	No Action	55	174	81.1	Libra	Muscular	Networking
Female	Demisexual	Rural	Lower-Middle	MBA	Motorcycling, MMA, Tech	29	Low	0.61	Optimistic	15	5	4	200	5	0.31	13	Evening	Date Happened	51	160	46.8	Leo	Slim	Casual Dating
Prefer Not to Say	Straight	Small Town	Lower-Middle	No Formal Education	Gaming, K-pop, Meditation	29	Low	0.57	Optimistic	2	0	2	49	53	0.13	3	After Midnight	Instant Match	39	188	71.7	Cancer	Slim	Exploring
Male	Queer	Metro	High	Diploma	Art, Sneaker Culture, Fashion	284	Extreme User	0.58	Optimistic	133	18	0	290	44	0.31	20	Late Night	Mutual Match	42	178	89.7	Cancer	Average	Serious Relationship
Prefer Not to Say	Gay	Suburban	Very High	PhD	Cooking, Stand-up Comedy, Running	201	Extreme User	0.42	Optimistic	57	22	0	171	100	0.26	5	Morning	Catfished	33	151	66.8	Aquarius	Curvy	Serious Relationship
Male	Demisexual	Small Town	High	PhD	History, Sneaker Culture, Writing	218	Extreme User	0.94	Swipe Maniac	161	5	4	466	38	0.45	0	Late Night	No Action	38	162	77.7	Aquarius	Muscular	Exploring
Male	Lesbian	Urban	Low	Postdoc	Photography, Makeup, Binge-Watching	16	Low	0.53	Optimistic	34	22	3	407	69	0.17	3	Afternoon	Mutual Match	27	163	67.5	Sagittarius	Curvy	Networking
Male	Bisexual	Remote Area	Very High	No Formal Education	Parenting, Crafting, Movies	56	Moderate	0.63	Optimistic	180	11	2	454	76	0.36	0	Morning	One-sided Like	57	197	99.0	Libra	Average	Serious Relationship
Genderfluid	Gay	Small Town	Low	Postdoc	Anime, Skating, Poetry	160	Addicted	0.41	Optimistic	56	18	0	242	60	0.17	3	After Midnight	Relationship Formed	33	168	71.7	Pisces	Plus Size	Casual Dating
Male	Straight	Suburban	Upper-Middle	Bachelor’s	Running, Movies, Art	237	Extreme User	0.83	Swipe Maniac	12	7	4	283	77	0.49	4	Early Morning	One-sided Like	49	146	63.3	Scorpio	Average	Hookups
Female	Asexual	Suburban	Very High	Master’s	Astrology, Clubbing, Foodie	279	Extreme User	0.46	Optimistic	196	27	4	483	3	0.7	2	Early Morning	No Action	22	151	41.5	Pisces	Average	Hookups
Male	Asexual	Small Town	Very Low	Associate’s	Startups, K-pop, Art	217	Extreme User	0.69	Optimistic	10	9	2	341	21	0.62	4	Late Night	Date Happened	52	173	75.4	Pisces	Curvy	Networking
Transgender	Bisexual	Remote Area	Lower-Middle	MBA	Startups, Memes, Social Activism	136	Addicted	0.28	Balanced	150	13	1	451	9	0.2	23	After Midnight	Catfished	18	191	74.8	Taurus	Plus Size	Networking
Male	Lesbian	Rural	Middle	Bachelor’s	Memes, Motorcycling, Music	134	Addicted	0.83	Swipe Maniac	79	14	3	289	81	0.49	13	Early Morning	Catfished	49	190	68.6	Aquarius	Plus Size	Casual Dating
Non-binary	Queer	Small Town	Lower-Middle	No Formal Education	Motorcycling, Astrology, Startups	70	High	0.48	Optimistic	75	7	6	10	65	0.64	7	Morning	Mutual Match	35	156	69.6	Leo	Plus Size	Networking
Male	Gay	Remote Area	Middle	Master’s	Sneaker Culture, Movies, Anime	66	High	0.48	Optimistic	4	4	0	5	55	0.42	9	Morning	No Action	36	162	48.6	Aquarius	Curvy	Exploring
Female	Demisexual	Suburban	Very Low	Bachelor’s	Investing, Poetry, MMA	171	Addicted	0.42	Optimistic	70	5	2	166	54	0.09	10	Evening	Ghosted	44	162	66.1	Leo	Curvy	Casual Dating
Genderfluid	Pansexual	Suburban	Very High	Master’s	History, Gardening, Languages	195	Extreme User	0.67	Optimistic	38	9	0	448	98	0.25	16	Morning	Ghosted	27	200	103.2	Aquarius	Muscular	Casual Dating
Genderfluid	Demisexual	Remote Area	Very Low	Associate’s	Foodie, Hiking, Fashion	14	Very Low	0.53	Optimistic	68	26	6	493	24	0.56	7	Evening	One-sided Like	33	190	65.0	Gemini	Average	Friends Only
Genderfluid	Asexual	Metro	Very High	Master’s	Gardening, Music, Parenting	252	Extreme User	0.51	Optimistic	183	18	2	269	24	0.26	1	Late Night	Relationship Formed	20	194	76.4	Virgo	Plus Size	Networking
Prefer Not to Say	Queer	Suburban	Middle	Bachelor’s	Startups, Movies, Cars	155	Addicted	0.48	Optimistic	130	10	3	308	47	0.55	9	Afternoon	Blocked	47	151	62.2	Gemini	Slim	Networking
Male	Asexual	Small Town	Lower-Middle	Postdoc	Pets, Podcasts, Art	209	Extreme User	0.84	Swipe Maniac	27	0	2	444	33	0.11	8	After Midnight	Catfished	55	150	63.4	Taurus	Slim	Networking
Male	Straight	Remote Area	Low	MBA	Dancing, Makeup, Gardening	2	Barely	0.47	Optimistic	134	20	0	223	7	0.42	14	Morning	Chat Ignored	48	199	112.9	Aries	Curvy	Hookups
Male	Pansexual	Urban	Very Low	Postdoc	Memes, Foodie, Tech	223	Extreme User	0.5	Optimistic	119	10	4	310	38	0.08	3	Morning	Ghosted	42	184	86.3	Sagittarius	Slim	Hookups
Male	Lesbian	Urban	Lower-Middle	High School	Music, Cooking, Photography	68	High	0.58	Optimistic	59	26	6	143	19	0.5	10	After Midnight	Ghosted	41	153	45.4	Taurus	Plus Size	Friends Only
Transgender	Gay	Small Town	Upper-Middle	High School	Motorcycling, Coding, Art	179	Addicted	0.44	Optimistic	133	23	4	479	86	0.38	15	Late Night	Chat Ignored	48	160	63.5	Cancer	Plus Size	Exploring
Non-binary	Lesbian	Metro	Very Low	MBA	Running, Binge-Watching, Traveling	199	Extreme User	0.66	Optimistic	141	30	5	468	13	0.43	13	Early Morning	One-sided Like	57	188	73.9	Taurus	Curvy	Networking
Genderfluid	Asexual	Small Town	Very High	High School	Tech, Running, Astrology	177	Addicted	0.68	Optimistic	2	1	2	332	60	0.21	3	After Midnight	Chat Ignored	40	157	71.2	Virgo	Athletic	Exploring
Transgender	Pansexual	Metro	Middle	Diploma	Painting, K-pop, Art	99	High	0.99	Swipe Maniac	172	19	2	444	100	0.14	17	After Midnight	Chat Ignored	18	182	99.0	Capricorn	Slim	Exploring
Female	Bisexual	Metro	Very High	Associate’s	Tattoos, Hiking, Spirituality	282	Extreme User	0.2	Balanced	144	3	4	120	7	0.56	8	Early Morning	Relationship Formed	43	195	89.7	Libra	Muscular	Casual Dating
Genderfluid	Lesbian	Metro	Very Low	Master’s	Stand-up Comedy, Painting, Sneaker Culture	260	Extreme User	0.3	Balanced	37	7	1	240	81	0.1	14	Evening	Chat Ignored	54	174	89.9	Gemini	Muscular	Friends Only
Transgender	Gay	Urban	High	PhD	Hiking, Anime, Social Activism	65	High	0.52	Optimistic	82	9	3	359	9	0.12	6	After Midnight	Catfished	38	169	71.7	Leo	Curvy	Hookups
Female	Pansexual	Suburban	Very High	PhD	Meditation, Fashion, Cooking	63	High	0.68	Optimistic	105	13	4	174	55	0.25	1	After Midnight	Blocked	44	189	105.4	Libra	Athletic	Friends Only
Genderfluid	Lesbian	Small Town	Middle	MBA	Gaming, Skating, Reading	193	Extreme User	0.26	Balanced	156	21	0	152	14	0.22	4	Early Morning	Date Happened	54	147	39.8	Aquarius	Athletic	Casual Dating
Non-binary	Straight	Small Town	Upper-Middle	No Formal Education	Foodie, Spirituality, Writing	226	Extreme User	0.8	Swipe Maniac	7	7	5	470	20	0.12	12	Early Morning	Date Happened	40	174	72.4	Scorpio	Curvy	Exploring
Genderfluid	Pansexual	Remote Area	Lower-Middle	No Formal Education	Politics, Coding, Foodie	228	Extreme User	0.36	Balanced	194	7	1	26	84	0.19	0	Early Morning	Mutual Match	36	167	52.4	Aries	Muscular	Networking
Genderfluid	Demisexual	Rural	Low	Postdoc	Astrology, Podcasts, Parenting	78	High	0.34	Balanced	102	19	4	259	34	0.07	18	Morning	Catfished	30	179	65.4	Leo	Curvy	Hookups
Prefer Not to Say	Gay	Remote Area	Upper-Middle	PhD	Running, Gardening, Meditation	223	Extreme User	0.39	Balanced	80	19	5	67	51	0.25	19	Evening	Chat Ignored	54	179	87.5	Capricorn	Plus Size	Serious Relationship
Transgender	Lesbian	Suburban	Low	PhD	Coding, Cars, Makeup	7	Very Low	0.73	Swipe Maniac	20	9	0	128	19	0.13	18	Late Night	Date Happened	40	187	85.3	Virgo	Slim	Hookups
Transgender	Queer	Small Town	Low	PhD	Politics, Fitness, Anime	290	Extreme User	0.56	Optimistic	9	1	6	276	14	0.36	3	Morning	Relationship Formed	49	200	113.6	Leo	Average	Hookups
Genderfluid	Demisexual	Small Town	Very High	Associate’s	History, K-pop, Astrology	9	Very Low	0.54	Optimistic	39	1	1	64	68	0.63	23	After Midnight	Relationship Formed	58	190	87.4	Pisces	Plus Size	Hookups
Male	Lesbian	Remote Area	Upper-Middle	Postdoc	Hiking, Tattoos, Traveling	207	Extreme User	0.82	Swipe Maniac	78	20	5	319	81	0.29	11	Morning	Chat Ignored	34	197	111.8	Cancer	Plus Size	Hookups
Non-binary	Gay	Rural	Low	Associate’s	Fitness, Podcasts, Memes	0	Barely	0.32	Balanced	47	27	3	248	49	0.04	2	After Midnight	One-sided Like	54	184	65.0	Taurus	Plus Size	Networking
Male	Straight	Suburban	Very High	Associate’s	Yoga, Art, Skating	197	Extreme User	0.43	Optimistic	66	2	5	113	81	0.41	20	After Midnight	One-sided Like	28	149	57.3	Capricorn	Athletic	Friends Only
Non-binary	Gay	Metro	Upper-Middle	PhD	Startups, Tech, History	7	Very Low	0.4	Optimistic	72	13	6	232	87	0.26	5	After Midnight	Ghosted	43	151	49.9	Libra	Slim	Casual Dating
Genderfluid	Straight	Urban	Lower-Middle	High School	Motorcycling, Makeup, Parenting	204	Extreme User	0.47	Optimistic	8	0	1	223	40	0.4	2	Late Night	Blocked	41	169	66.0	Pisces	Average	Friends Only
Prefer Not to Say	Asexual	Metro	Low	High School	Coding, Makeup, Memes	87	High	0.65	Optimistic	1	1	4	136	22	0.18	4	Early Morning	Instant Match	38	166	68.6	Libra	Muscular	Exploring
Transgender	Queer	Metro	Low	Postdoc	Writing, Music, Stand-up Comedy	271	Extreme User	0.45	Optimistic	125	18	3	491	38	0.41	16	Morning	Instant Match	48	181	69.5	Gemini	Athletic	Casual Dating
Genderfluid	Asexual	Rural	Low	MBA	Poetry, Spirituality, Traveling	160	Addicted	0.27	Balanced	15	10	1	180	89	0.4	14	Early Morning	Date Happened	45	193	88.3	Capricorn	Muscular	Friends Only
Prefer Not to Say	Gay	Rural	Very High	No Formal Education	Movies, Crafting, Traveling	36	Moderate	0.57	Optimistic	23	14	1	442	67	0.52	8	Late Night	Relationship Formed	43	160	69.6	Sagittarius	Slim	Friends Only
Transgender	Straight	Urban	Middle	MBA	Poetry, Coding, Parenting	139	Addicted	0.41	Optimistic	127	4	0	456	99	0.43	9	Evening	Chat Ignored	43	157	54.2	Virgo	Slim	Casual Dating
Transgender	Demisexual	Metro	Lower-Middle	Postdoc	Startups, Reading, Sneaker Culture	16	Low	0.59	Optimistic	118	6	2	367	67	0.05	9	Evening	Relationship Formed	57	150	56.0	Scorpio	Curvy	Hookups
Prefer Not to Say	Asexual	Metro	Middle	No Formal Education	Tech, Art, Music	108	High	0.54	Optimistic	105	8	3	103	47	0.31	9	Evening	Mutual Match	56	185	102.0	Taurus	Muscular	Casual Dating
Genderfluid	Gay	Urban	Low	Postdoc	Binge-Watching, Makeup, Gaming	215	Extreme User	0.28	Balanced	162	1	4	323	10	0.18	18	Evening	Ghosted	20	177	68.3	Pisces	Muscular	Serious Relationship
Genderfluid	Lesbian	Remote Area	Low	PhD	Clubbing, Anime, Crafting	239	Extreme User	0.52	Optimistic	21	11	2	329	29	0.46	23	After Midnight	Ghosted	50	175	79.9	Cancer	Plus Size	Casual Dating
Non-binary	Bisexual	Small Town	Low	No Formal Education	Anime, Skating, DIY	234	Extreme User	0.54	Optimistic	185	19	4	240	42	0.19	21	Morning	One-sided Like	41	155	56.0	Virgo	Slim	Casual Dating
Transgender	Gay	Suburban	Very Low	Diploma	Parenting, Fashion, Languages	86	High	0.55	Optimistic	26	24	6	163	28	0.33	18	Late Night	Mutual Match	39	160	64.5	Cancer	Average	Networking
Non-binary	Gay	Urban	Middle	PhD	Reading, Social Activism, Foodie	285	Extreme User	0.14	Choosy	51	1	3	376	91	0.33	12	Early Morning	Chat Ignored	23	182	97.7	Leo	Slim	Exploring
Prefer Not to Say	Straight	Rural	Lower-Middle	High School	Board Games, Podcasts, Pets	141	Addicted	0.31	Balanced	186	27	1	474	82	0.17	9	Afternoon	Blocked	33	164	56.2	Virgo	Athletic	Exploring
Transgender	Lesbian	Metro	Very Low	Diploma	Clubbing, Skating, Coding	250	Extreme User	0.38	Balanced	163	28	3	125	26	0.51	7	Evening	Ghosted	42	190	66.8	Cancer	Plus Size	Friends Only
Prefer Not to Say	Queer	Suburban	Upper-Middle	High School	Spirituality, Skating, Art	112	High	0.34	Balanced	171	14	5	140	26	0.21	1	Evening	Instant Match	35	193	86.0	Virgo	Athletic	Casual Dating
Prefer Not to Say	Pansexual	Remote Area	Very High	PhD	Clubbing, Parenting, Music	289	Extreme User	0.52	Optimistic	188	2	6	303	3	0.13	21	Early Morning	Chat Ignored	22	155	54.5	Cancer	Average	Serious Relationship
Non-binary	Gay	Rural	Very High	PhD	Writing, Dancing, Tattoos	131	Addicted	0.89	Swipe Maniac	171	26	6	240	63	0.37	14	After Midnight	Date Happened	36	199	107.3	Leo	Plus Size	Serious Relationship
Genderfluid	Demisexual	Urban	Lower-Middle	Bachelor’s	Memes, Languages, Crafting	147	Addicted	0.29	Balanced	172	28	0	398	10	0.04	8	After Midnight	Mutual Match	30	177	71.4	Gemini	Muscular	Exploring
Female	Queer	Small Town	Very High	Associate’s	DIY, Meditation, Sneaker Culture	181	Extreme User	0.2	Balanced	67	23	4	468	73	0.14	2	Morning	Ghosted	28	159	68.8	Pisces	Muscular	Exploring

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